warning: commands will be executed using /bin/sh
job 1437 at Sat Nov 23 14:08:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
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 1330747 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
--- Clustering full data set of 1330747 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 69986 members 
Mstep: Class 3 contains 70160 members 
Mstep: Class 4 contains 69710 members 
Mstep: Class 5 contains 69931 members 
Mstep: Class 6 contains 70526 members 
Mstep: Class 7 contains 69753 members 
Mstep: Class 8 contains 69974 members 
Mstep: Class 9 contains 69751 members 
Mstep: Class 10 contains 70258 members 
Mstep: Class 11 contains 70184 members 
Mstep: Class 12 contains 69547 members 
Mstep: Class 13 contains 69785 members 
Mstep: Class 14 contains 70055 members 
Mstep: Class 15 contains 70090 members 
Mstep: Class 16 contains 69938 members 
Mstep: Class 17 contains 70274 members 
Mstep: Class 18 contains 70090 members 
Mstep: Class 19 contains 69830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1457.894409 but Gain 3497.109375
Score: -105493976.000000 Penalty: 62947.984375
Iteration 0F: 19 clusters Score -1.05494e+08 nChanged 1252356
Entering Unmasked Mstep 
Mstep: Class 0 contains 939 members 
Mstep: Class 1 contains 136053 members 
Mstep: Class 2 contains 56300 members 
Mstep: Class 3 contains 57249 members 
Mstep: Class 4 contains 77811 members 
Mstep: Class 5 contains 63316 members 
Mstep: Class 6 contains 77620 members 
Mstep: Class 7 contains 53179 members 
Mstep: Class 8 contains 161806 members 
Mstep: Class 9 contains 48142 members 
Mstep: Class 10 contains 55183 members 
Mstep: Class 11 contains 69051 members 
Mstep: Class 12 contains 152560 members 
Mstep: Class 14 contains 50313 members 
Mstep: Class 15 contains 42184 members 
Mstep: Class 16 contains 49963 members 
Mstep: Class 17 contains 64453 members 
Mstep: Class 18 contains 66369 members 
Mstep: Class 19 contains 48256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109688480.000000 Penalty: 62947.984375
Iteration 1F: 19 clusters Score -1.096885e+08 nChanged 544684
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 176190 members 
Mstep: Class 2 contains 42803 members 
Mstep: Class 3 contains 51744 members 
Mstep: Class 4 contains 68444 members 
Mstep: Class 5 contains 51398 members 
Mstep: Class 6 contains 64809 members 
Mstep: Class 7 contains 43257 members 
Mstep: Class 8 contains 295770 members 
Mstep: Class 9 contains 41624 members 
Mstep: Class 10 contains 34493 members 
Mstep: Class 11 contains 66467 members 
Mstep: Class 12 contains 170047 members 
Mstep: Class 14 contains 43770 members 
Mstep: Class 15 contains 17983 members 
Mstep: Class 16 contains 42166 members 
Mstep: Class 17 contains 57619 members 
Mstep: Class 18 contains 40865 members 
Mstep: Class 19 contains 21185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110997160.000000 Penalty: 62947.984375
Iteration 2F: 19 clusters Score -1.109972e+08 nChanged 364805
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 184037 members 
Mstep: Class 2 contains 27623 members 
Mstep: Class 3 contains 51165 members 
Mstep: Class 4 contains 62630 members 
Mstep: Class 5 contains 33092 members 
Mstep: Class 6 contains 54641 members 
Mstep: Class 7 contains 42530 members 
Mstep: Class 8 contains 388608 members 
Mstep: Class 9 contains 45935 members 
Mstep: Class 10 contains 21664 members 
Mstep: Class 11 contains 71705 members 
Mstep: Class 12 contains 183656 members 
Mstep: Class 14 contains 43717 members 
Mstep: Class 15 contains 7120 members 
Mstep: Class 16 contains 35433 members 
Mstep: Class 17 contains 45322 members 
Mstep: Class 18 contains 20385 members 
Mstep: Class 19 contains 11453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111563872.000000 Penalty: 62947.984375
Iteration 3F: 19 clusters Score -1.115639e+08 nChanged 237736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 157267 members 
Mstep: Class 2 contains 18949 members 
Mstep: Class 3 contains 46978 members 
Mstep: Class 4 contains 55346 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 56036 members 
Mstep: Class 7 contains 45694 members 
Mstep: Class 8 contains 462672 members 
Mstep: Class 9 contains 48932 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 82430 members 
Mstep: Class 12 contains 179245 members 
Mstep: Class 14 contains 48319 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 32634 members 
Mstep: Class 17 contains 37435 members 
Mstep: Class 18 contains 11235 members 
Mstep: Class 19 contains 7169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111867592.000000 Penalty: 62947.984375
Iteration 4F: 19 clusters Score -1.118676e+08 nChanged 184051
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 116926 members 
Mstep: Class 2 contains 14440 members 
Mstep: Class 3 contains 39576 members 
Mstep: Class 4 contains 48772 members 
Mstep: Class 5 contains 9018 members 
Mstep: Class 6 contains 67252 members 
Mstep: Class 7 contains 47782 members 
Mstep: Class 8 contains 532397 members 
Mstep: Class 9 contains 46634 members 
Mstep: Class 10 contains 16885 members 
Mstep: Class 11 contains 91287 members 
Mstep: Class 12 contains 167784 members 
Mstep: Class 14 contains 50418 members 
Mstep: Class 15 contains 3116 members 
Mstep: Class 16 contains 32165 members 
Mstep: Class 17 contains 34130 members 
Mstep: Class 18 contains 7053 members 
Mstep: Class 19 contains 5091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112074624.000000 Penalty: 62947.984375
Iteration 5F: 19 clusters Score -1.120746e+08 nChanged 141911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 11792 members 
Mstep: Class 3 contains 33827 members 
Mstep: Class 4 contains 44766 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 81090 members 
Mstep: Class 7 contains 49010 members 
Mstep: Class 8 contains 592203 members 
Mstep: Class 9 contains 40259 members 
Mstep: Class 10 contains 18404 members 
Mstep: Class 11 contains 94557 members 
Mstep: Class 12 contains 152419 members 
Mstep: Class 14 contains 49583 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 31867 members 
Mstep: Class 17 contains 33416 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112223976.000000 Penalty: 62947.984375
Iteration 6F: 19 clusters Score -1.12224e+08 nChanged 101875
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 10156 members 
Mstep: Class 3 contains 30850 members 
Mstep: Class 4 contains 43310 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 90273 members 
Mstep: Class 7 contains 49687 members 
Mstep: Class 8 contains 636041 members 
Mstep: Class 9 contains 33075 members 
Mstep: Class 10 contains 20594 members 
Mstep: Class 11 contains 93926 members 
Mstep: Class 12 contains 133918 members 
Mstep: Class 14 contains 47031 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 30957 members 
Mstep: Class 17 contains 34676 members 
Mstep: Class 18 contains 4409 members 
Mstep: Class 19 contains 4096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112336736.000000 Penalty: 62947.984375
Iteration 7F: 19 clusters Score -1.123367e+08 nChanged 74304
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 9435 members 
Mstep: Class 3 contains 30234 members 
Mstep: Class 4 contains 43117 members 
Mstep: Class 5 contains 3547 members 
Mstep: Class 6 contains 93775 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 664762 members 
Mstep: Class 9 contains 28441 members 
Mstep: Class 10 contains 22980 members 
Mstep: Class 11 contains 92215 members 
Mstep: Class 12 contains 114942 members 
Mstep: Class 14 contains 43715 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 29683 members 
Mstep: Class 17 contains 36200 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112408136.000000 Penalty: 62947.984375
Iteration 8F: 19 clusters Score -1.124081e+08 nChanged 59129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 30511 members 
Mstep: Class 4 contains 42982 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 93908 members 
Mstep: Class 7 contains 47166 members 
Mstep: Class 8 contains 684402 members 
Mstep: Class 9 contains 26219 members 
Mstep: Class 10 contains 25562 members 
Mstep: Class 11 contains 90488 members 
Mstep: Class 12 contains 98419 members 
Mstep: Class 14 contains 40918 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 28512 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 5800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112446480.000000 Penalty: 62947.984375
Iteration 9Q: 19 clusters Score -1.124465e+08 nChanged 46579
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 9894 members 
Mstep: Class 3 contains 31018 members 
Mstep: Class 4 contains 42867 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 93233 members 
Mstep: Class 7 contains 44852 members 
Mstep: Class 8 contains 698126 members 
Mstep: Class 9 contains 24757 members 
Mstep: Class 10 contains 28067 members 
Mstep: Class 11 contains 89007 members 
Mstep: Class 12 contains 85287 members 
Mstep: Class 14 contains 38847 members 
Mstep: Class 15 contains 3405 members 
Mstep: Class 16 contains 27325 members 
Mstep: Class 17 contains 38098 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 19 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112473112.000000 Penalty: 62947.984375
Iteration 10Q: 19 clusters Score -1.124731e+08 nChanged 36651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 10467 members 
Mstep: Class 3 contains 31627 members 
Mstep: Class 4 contains 42782 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 92444 members 
Mstep: Class 7 contains 42625 members 
Mstep: Class 8 contains 706992 members 
Mstep: Class 9 contains 23621 members 
Mstep: Class 10 contains 30260 members 
Mstep: Class 11 contains 87696 members 
Mstep: Class 12 contains 75775 members 
Mstep: Class 14 contains 37387 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 26201 members 
Mstep: Class 17 contains 38393 members 
Mstep: Class 18 contains 4507 members 
Mstep: Class 19 contains 7458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112488688.000000 Penalty: 62947.984375
Iteration 11Q: 19 clusters Score -1.124887e+08 nChanged 29432
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 10975 members 
Mstep: Class 3 contains 32323 members 
Mstep: Class 4 contains 42830 members 
Mstep: Class 5 contains 7531 members 
Mstep: Class 6 contains 91761 members 
Mstep: Class 7 contains 40727 members 
Mstep: Class 8 contains 712433 members 
Mstep: Class 9 contains 22613 members 
Mstep: Class 10 contains 32022 members 
Mstep: Class 11 contains 86456 members 
Mstep: Class 12 contains 68953 members 
Mstep: Class 14 contains 36308 members 
Mstep: Class 15 contains 3482 members 
Mstep: Class 16 contains 25068 members 
Mstep: Class 17 contains 38526 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 8075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112498872.000000 Penalty: 62947.984375
Iteration 12Q: 19 clusters Score -1.124989e+08 nChanged 23395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 11382 members 
Mstep: Class 3 contains 33084 members 
Mstep: Class 4 contains 42972 members 
Mstep: Class 5 contains 8516 members 
Mstep: Class 6 contains 91166 members 
Mstep: Class 7 contains 38992 members 
Mstep: Class 8 contains 715357 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 33505 members 
Mstep: Class 11 contains 85365 members 
Mstep: Class 12 contains 64198 members 
Mstep: Class 14 contains 35408 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 24138 members 
Mstep: Class 17 contains 38587 members 
Mstep: Class 18 contains 5644 members 
Mstep: Class 19 contains 8630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112505392.000000 Penalty: 62947.984375
Iteration 13Q: 19 clusters Score -1.125054e+08 nChanged 19292
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 33909 members 
Mstep: Class 4 contains 43161 members 
Mstep: Class 5 contains 9299 members 
Mstep: Class 6 contains 90687 members 
Mstep: Class 7 contains 37430 members 
Mstep: Class 8 contains 716479 members 
Mstep: Class 9 contains 20902 members 
Mstep: Class 10 contains 34723 members 
Mstep: Class 11 contains 84487 members 
Mstep: Class 12 contains 60808 members 
Mstep: Class 14 contains 34679 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 23376 members 
Mstep: Class 17 contains 38607 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 9151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112510880.000000 Penalty: 62947.984375
Iteration 14Q: 19 clusters Score -1.125109e+08 nChanged 16044
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 34799 members 
Mstep: Class 4 contains 43389 members 
Mstep: Class 5 contains 9875 members 
Mstep: Class 6 contains 90116 members 
Mstep: Class 7 contains 36127 members 
Mstep: Class 8 contains 716427 members 
Mstep: Class 9 contains 20090 members 
Mstep: Class 10 contains 35663 members 
Mstep: Class 11 contains 83803 members 
Mstep: Class 12 contains 58411 members 
Mstep: Class 14 contains 34051 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 22851 members 
Mstep: Class 17 contains 38580 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 9588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112515536.000000 Penalty: 62947.984375
Iteration 15Q: 19 clusters Score -1.125155e+08 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 35695 members 
Mstep: Class 4 contains 43709 members 
Mstep: Class 5 contains 10256 members 
Mstep: Class 6 contains 89404 members 
Mstep: Class 7 contains 34960 members 
Mstep: Class 8 contains 715558 members 
Mstep: Class 9 contains 19294 members 
Mstep: Class 10 contains 36442 members 
Mstep: Class 11 contains 83269 members 
Mstep: Class 12 contains 56732 members 
Mstep: Class 14 contains 33431 members 
Mstep: Class 15 contains 3464 members 
Mstep: Class 16 contains 22498 members 
Mstep: Class 17 contains 38548 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 9972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112518520.000000 Penalty: 62947.984375
Iteration 16Q: 19 clusters Score -1.125185e+08 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 12147 members 
Mstep: Class 3 contains 36632 members 
Mstep: Class 4 contains 44057 members 
Mstep: Class 5 contains 10513 members 
Mstep: Class 6 contains 88683 members 
Mstep: Class 7 contains 33920 members 
Mstep: Class 8 contains 714153 members 
Mstep: Class 9 contains 18495 members 
Mstep: Class 10 contains 37037 members 
Mstep: Class 11 contains 82850 members 
Mstep: Class 12 contains 55626 members 
Mstep: Class 14 contains 32839 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 22275 members 
Mstep: Class 17 contains 38478 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 10367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112522344.000000 Penalty: 62947.984375
Iteration 17Q: 19 clusters Score -1.125223e+08 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 37636 members 
Mstep: Class 4 contains 44446 members 
Mstep: Class 5 contains 10677 members 
Mstep: Class 6 contains 87907 members 
Mstep: Class 7 contains 32973 members 
Mstep: Class 8 contains 712420 members 
Mstep: Class 9 contains 17717 members 
Mstep: Class 10 contains 37570 members 
Mstep: Class 11 contains 82518 members 
Mstep: Class 12 contains 54903 members 
Mstep: Class 14 contains 32224 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 22156 members 
Mstep: Class 17 contains 38344 members 
Mstep: Class 18 contains 9262 members 
Mstep: Class 19 contains 10732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112524848.000000 Penalty: 62947.984375
Iteration 18Q: 19 clusters Score -1.125248e+08 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 38772 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 10828 members 
Mstep: Class 6 contains 87031 members 
Mstep: Class 7 contains 32156 members 
Mstep: Class 8 contains 710550 members 
Mstep: Class 9 contains 16973 members 
Mstep: Class 10 contains 38006 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 54452 members 
Mstep: Class 14 contains 31579 members 
Mstep: Class 15 contains 3531 members 
Mstep: Class 16 contains 22051 members 
Mstep: Class 17 contains 38175 members 
Mstep: Class 18 contains 9927 members 
Mstep: Class 19 contains 11059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112527672.000000 Penalty: 62947.984375
Iteration 19Q: 19 clusters Score -1.125277e+08 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 12339 members 
Mstep: Class 3 contains 39985 members 
Mstep: Class 4 contains 45305 members 
Mstep: Class 5 contains 10934 members 
Mstep: Class 6 contains 86093 members 
Mstep: Class 7 contains 31438 members 
Mstep: Class 8 contains 708667 members 
Mstep: Class 9 contains 16285 members 
Mstep: Class 10 contains 38383 members 
Mstep: Class 11 contains 81966 members 
Mstep: Class 12 contains 54136 members 
Mstep: Class 14 contains 30916 members 
Mstep: Class 15 contains 3561 members 
Mstep: Class 16 contains 21977 members 
Mstep: Class 17 contains 37997 members 
Mstep: Class 18 contains 10555 members 
Mstep: Class 19 contains 11323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112536400.000000 Penalty: 62947.984375
Iteration 20F: 19 clusters Score -1.125364e+08 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 41185 members 
Mstep: Class 4 contains 45680 members 
Mstep: Class 5 contains 11277 members 
Mstep: Class 6 contains 85028 members 
Mstep: Class 7 contains 30420 members 
Mstep: Class 8 contains 706694 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 38795 members 
Mstep: Class 11 contains 81699 members 
Mstep: Class 12 contains 53921 members 
Mstep: Class 14 contains 30175 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 16 contains 20677 members 
Mstep: Class 17 contains 37752 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 11646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112543616.000000 Penalty: 62947.984375
Iteration 21Q: 19 clusters Score -1.125436e+08 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 42498 members 
Mstep: Class 4 contains 45990 members 
Mstep: Class 5 contains 11409 members 
Mstep: Class 6 contains 83728 members 
Mstep: Class 7 contains 29553 members 
Mstep: Class 8 contains 704768 members 
Mstep: Class 9 contains 15054 members 
Mstep: Class 10 contains 39321 members 
Mstep: Class 11 contains 81431 members 
Mstep: Class 12 contains 53988 members 
Mstep: Class 14 contains 29460 members 
Mstep: Class 15 contains 4011 members 
Mstep: Class 16 contains 19920 members 
Mstep: Class 17 contains 37475 members 
Mstep: Class 18 contains 12068 members 
Mstep: Class 19 contains 11845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112550208.000000 Penalty: 62947.984375
Iteration 22Q: 19 clusters Score -1.125502e+08 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 14939 members 
Mstep: Class 3 contains 43934 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 11458 members 
Mstep: Class 6 contains 82172 members 
Mstep: Class 7 contains 28823 members 
Mstep: Class 8 contains 702835 members 
Mstep: Class 9 contains 14756 members 
Mstep: Class 10 contains 39909 members 
Mstep: Class 11 contains 81209 members 
Mstep: Class 12 contains 54160 members 
Mstep: Class 14 contains 28786 members 
Mstep: Class 15 contains 4021 members 
Mstep: Class 16 contains 19437 members 
Mstep: Class 17 contains 37169 members 
Mstep: Class 18 contains 12854 members 
Mstep: Class 19 contains 11972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112555800.000000 Penalty: 62947.984375
Iteration 23Q: 19 clusters Score -1.125558e+08 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 15104 members 
Mstep: Class 3 contains 45486 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 11496 members 
Mstep: Class 6 contains 80418 members 
Mstep: Class 7 contains 28235 members 
Mstep: Class 8 contains 700897 members 
Mstep: Class 9 contains 14563 members 
Mstep: Class 10 contains 40552 members 
Mstep: Class 11 contains 81018 members 
Mstep: Class 12 contains 54523 members 
Mstep: Class 14 contains 28055 members 
Mstep: Class 15 contains 3969 members 
Mstep: Class 16 contains 19124 members 
Mstep: Class 17 contains 36823 members 
Mstep: Class 18 contains 13628 members 
Mstep: Class 19 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112560656.000000 Penalty: 62947.984375
Iteration 24Q: 19 clusters Score -1.125607e+08 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 15136 members 
Mstep: Class 3 contains 47046 members 
Mstep: Class 4 contains 47153 members 
Mstep: Class 5 contains 11520 members 
Mstep: Class 6 contains 78624 members 
Mstep: Class 7 contains 27748 members 
Mstep: Class 8 contains 698891 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 41248 members 
Mstep: Class 11 contains 80865 members 
Mstep: Class 12 contains 54963 members 
Mstep: Class 14 contains 27268 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 18886 members 
Mstep: Class 17 contains 36415 members 
Mstep: Class 18 contains 14492 members 
Mstep: Class 19 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112565400.000000 Penalty: 62947.984375
Iteration 25Q: 19 clusters Score -1.125654e+08 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 15026 members 
Mstep: Class 3 contains 48732 members 
Mstep: Class 4 contains 47578 members 
Mstep: Class 5 contains 11521 members 
Mstep: Class 6 contains 76599 members 
Mstep: Class 7 contains 27336 members 
Mstep: Class 8 contains 696954 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 41891 members 
Mstep: Class 11 contains 80747 members 
Mstep: Class 12 contains 55484 members 
Mstep: Class 14 contains 26485 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 18770 members 
Mstep: Class 17 contains 36009 members 
Mstep: Class 18 contains 15425 members 
Mstep: Class 19 contains 12118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112569288.000000 Penalty: 62947.984375
Iteration 26Q: 19 clusters Score -1.125693e+08 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 14853 members 
Mstep: Class 3 contains 50467 members 
Mstep: Class 4 contains 47967 members 
Mstep: Class 5 contains 11507 members 
Mstep: Class 6 contains 74373 members 
Mstep: Class 7 contains 27001 members 
Mstep: Class 8 contains 695049 members 
Mstep: Class 9 contains 14493 members 
Mstep: Class 10 contains 42538 members 
Mstep: Class 11 contains 80632 members 
Mstep: Class 12 contains 56012 members 
Mstep: Class 14 contains 25719 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 18716 members 
Mstep: Class 17 contains 35593 members 
Mstep: Class 18 contains 16370 members 
Mstep: Class 19 contains 12104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112573192.000000 Penalty: 62947.984375
Iteration 27Q: 19 clusters Score -1.125732e+08 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 14653 members 
Mstep: Class 3 contains 52360 members 
Mstep: Class 4 contains 48294 members 
Mstep: Class 5 contains 11498 members 
Mstep: Class 6 contains 71910 members 
Mstep: Class 7 contains 26698 members 
Mstep: Class 8 contains 693297 members 
Mstep: Class 9 contains 14630 members 
Mstep: Class 10 contains 43106 members 
Mstep: Class 11 contains 80535 members 
Mstep: Class 12 contains 56549 members 
Mstep: Class 14 contains 25045 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 16 contains 18682 members 
Mstep: Class 17 contains 35132 members 
Mstep: Class 18 contains 17350 members 
Mstep: Class 19 contains 12069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112577464.000000 Penalty: 62947.984375
Iteration 28Q: 19 clusters Score -1.125775e+08 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 106967 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 54540 members 
Mstep: Class 4 contains 48530 members 
Mstep: Class 5 contains 11459 members 
Mstep: Class 6 contains 69292 members 
Mstep: Class 7 contains 26436 members 
Mstep: Class 8 contains 691586 members 
Mstep: Class 9 contains 14729 members 
Mstep: Class 10 contains 43666 members 
Mstep: Class 11 contains 80440 members 
Mstep: Class 12 contains 57051 members 
Mstep: Class 14 contains 24434 members 
Mstep: Class 15 contains 3526 members 
Mstep: Class 16 contains 18679 members 
Mstep: Class 17 contains 34657 members 
Mstep: Class 18 contains 18336 members 
Mstep: Class 19 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112580976.000000 Penalty: 62947.984375
Iteration 29Q: 19 clusters Score -1.12581e+08 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 56941 members 
Mstep: Class 4 contains 48733 members 
Mstep: Class 5 contains 11451 members 
Mstep: Class 6 contains 66408 members 
Mstep: Class 7 contains 26204 members 
Mstep: Class 8 contains 690036 members 
Mstep: Class 9 contains 14836 members 
Mstep: Class 10 contains 44128 members 
Mstep: Class 11 contains 80321 members 
Mstep: Class 12 contains 57461 members 
Mstep: Class 14 contains 23995 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 18696 members 
Mstep: Class 17 contains 34253 members 
Mstep: Class 18 contains 19244 members 
Mstep: Class 19 contains 11972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112584280.000000 Penalty: 62947.984375
Iteration 30Q: 19 clusters Score -1.125843e+08 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 59584 members 
Mstep: Class 4 contains 48903 members 
Mstep: Class 5 contains 11458 members 
Mstep: Class 6 contains 63297 members 
Mstep: Class 7 contains 26009 members 
Mstep: Class 8 contains 688591 members 
Mstep: Class 9 contains 14903 members 
Mstep: Class 10 contains 44567 members 
Mstep: Class 11 contains 80184 members 
Mstep: Class 12 contains 57853 members 
Mstep: Class 14 contains 23590 members 
Mstep: Class 15 contains 3376 members 
Mstep: Class 16 contains 18725 members 
Mstep: Class 17 contains 33940 members 
Mstep: Class 18 contains 20021 members 
Mstep: Class 19 contains 11909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112586888.000000 Penalty: 62947.984375
Iteration 31Q: 19 clusters Score -1.125869e+08 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 13471 members 
Mstep: Class 3 contains 62549 members 
Mstep: Class 4 contains 49044 members 
Mstep: Class 5 contains 11441 members 
Mstep: Class 6 contains 60006 members 
Mstep: Class 7 contains 25873 members 
Mstep: Class 8 contains 687251 members 
Mstep: Class 9 contains 14920 members 
Mstep: Class 10 contains 44957 members 
Mstep: Class 11 contains 80061 members 
Mstep: Class 12 contains 58203 members 
Mstep: Class 14 contains 23191 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 18738 members 
Mstep: Class 17 contains 33696 members 
Mstep: Class 18 contains 20695 members 
Mstep: Class 19 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112589688.000000 Penalty: 62947.984375
Iteration 32Q: 19 clusters Score -1.125897e+08 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 113066 members 
Mstep: Class 2 contains 13229 members 
Mstep: Class 3 contains 65780 members 
Mstep: Class 4 contains 49179 members 
Mstep: Class 5 contains 11444 members 
Mstep: Class 6 contains 56530 members 
Mstep: Class 7 contains 25742 members 
Mstep: Class 8 contains 685885 members 
Mstep: Class 9 contains 14812 members 
Mstep: Class 10 contains 45257 members 
Mstep: Class 11 contains 79959 members 
Mstep: Class 12 contains 58494 members 
Mstep: Class 14 contains 22870 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 16 contains 18763 members 
Mstep: Class 17 contains 33479 members 
Mstep: Class 18 contains 21220 members 
Mstep: Class 19 contains 11767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112593328.000000 Penalty: 62947.984375
Iteration 33Q: 19 clusters Score -1.125933e+08 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 13020 members 
Mstep: Class 3 contains 69250 members 
Mstep: Class 4 contains 49281 members 
Mstep: Class 5 contains 11450 members 
Mstep: Class 6 contains 52909 members 
Mstep: Class 7 contains 25645 members 
Mstep: Class 8 contains 684448 members 
Mstep: Class 9 contains 14648 members 
Mstep: Class 10 contains 45547 members 
Mstep: Class 11 contains 79865 members 
Mstep: Class 12 contains 58716 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 18786 members 
Mstep: Class 17 contains 33353 members 
Mstep: Class 18 contains 21634 members 
Mstep: Class 19 contains 11669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112596016.000000 Penalty: 62947.984375
Iteration 34Q: 19 clusters Score -1.12596e+08 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 116391 members 
Mstep: Class 2 contains 12823 members 
Mstep: Class 3 contains 73039 members 
Mstep: Class 4 contains 49379 members 
Mstep: Class 5 contains 11452 members 
Mstep: Class 6 contains 49115 members 
Mstep: Class 7 contains 25556 members 
Mstep: Class 8 contains 682859 members 
Mstep: Class 9 contains 14392 members 
Mstep: Class 10 contains 45824 members 
Mstep: Class 11 contains 79789 members 
Mstep: Class 12 contains 58926 members 
Mstep: Class 14 contains 22324 members 
Mstep: Class 15 contains 3236 members 
Mstep: Class 16 contains 18801 members 
Mstep: Class 17 contains 33274 members 
Mstep: Class 18 contains 21958 members 
Mstep: Class 19 contains 11591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112599608.000000 Penalty: 62947.984375
Iteration 35Q: 19 clusters Score -1.125996e+08 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 118130 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 76990 members 
Mstep: Class 4 contains 49469 members 
Mstep: Class 5 contains 11455 members 
Mstep: Class 6 contains 45352 members 
Mstep: Class 7 contains 25487 members 
Mstep: Class 8 contains 681203 members 
Mstep: Class 9 contains 14103 members 
Mstep: Class 10 contains 46056 members 
Mstep: Class 11 contains 79718 members 
Mstep: Class 12 contains 59076 members 
Mstep: Class 14 contains 22052 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 18801 members 
Mstep: Class 17 contains 33212 members 
Mstep: Class 18 contains 22201 members 
Mstep: Class 19 contains 11535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112602648.000000 Penalty: 62947.984375
Iteration 36Q: 19 clusters Score -1.126026e+08 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 119799 members 
Mstep: Class 2 contains 12533 members 
Mstep: Class 3 contains 80789 members 
Mstep: Class 4 contains 49536 members 
Mstep: Class 5 contains 11461 members 
Mstep: Class 6 contains 41884 members 
Mstep: Class 7 contains 25427 members 
Mstep: Class 8 contains 679565 members 
Mstep: Class 9 contains 13786 members 
Mstep: Class 10 contains 46259 members 
Mstep: Class 11 contains 79675 members 
Mstep: Class 12 contains 59160 members 
Mstep: Class 14 contains 21807 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 16 contains 18810 members 
Mstep: Class 17 contains 33185 members 
Mstep: Class 18 contains 22371 members 
Mstep: Class 19 contains 11471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112605776.000000 Penalty: 62947.984375
Iteration 37Q: 19 clusters Score -1.126058e+08 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 121476 members 
Mstep: Class 2 contains 12451 members 
Mstep: Class 3 contains 84283 members 
Mstep: Class 4 contains 49590 members 
Mstep: Class 5 contains 11463 members 
Mstep: Class 6 contains 38785 members 
Mstep: Class 7 contains 25364 members 
Mstep: Class 8 contains 677891 members 
Mstep: Class 9 contains 13448 members 
Mstep: Class 10 contains 46473 members 
Mstep: Class 11 contains 79622 members 
Mstep: Class 12 contains 59210 members 
Mstep: Class 14 contains 21562 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 16 contains 18809 members 
Mstep: Class 17 contains 33167 members 
Mstep: Class 18 contains 22516 members 
Mstep: Class 19 contains 11418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112608704.000000 Penalty: 62947.984375
Iteration 38Q: 19 clusters Score -1.126087e+08 nChanged 7610
Entering ConstructFrom: 
Score: -112608704.000000 Penalty: 62947.984375
Entering ConstructFrom: 
Trying to split cluster 1 (123106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123106 members 
Entering Unmasked Estep 
Score: -10827565.000000 Penalty: 2906.758789
	Iteration 0F: 2 clusters Score -1.082756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -10745160.000000 Penalty: 5813.517578
	Iteration 0F: 3 clusters Score -1.074516e+07 nChanged 58631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -10779411.000000 Penalty: 5813.517578
	Iteration 1F: 3 clusters Score -1.077941e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -10781018.000000 Penalty: 5813.517578
	Iteration 2Q: 3 clusters Score -1.078102e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -10783825.000000 Penalty: 5813.517578
	Iteration 3Q: 3 clusters Score -1.078382e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -10788767.000000 Penalty: 5813.517578
	Iteration 4F: 3 clusters Score -1.078877e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -10796332.000000 Penalty: 5813.517578
	Iteration 5F: 3 clusters Score -1.079633e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -10805693.000000 Penalty: 5813.517578
	Iteration 6F: 3 clusters Score -1.080569e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 108458 members 
Entering Unmasked Estep 
Score: -10814095.000000 Penalty: 5813.517578
	Iteration 7F: 3 clusters Score -1.08141e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
Score: -10819678.000000 Penalty: 5813.517578
	Iteration 8Q: 3 clusters Score -1.081968e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 116110 members 
Entering Unmasked Estep 
Score: -10822765.000000 Penalty: 5813.517578
	Iteration 9Q: 3 clusters Score -1.082276e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 117076 members 
Entering Unmasked Estep 
Score: -10824114.000000 Penalty: 5813.517578
	Iteration 10Q: 3 clusters Score -1.082411e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -10824600.000000 Penalty: 5813.517578
	Iteration 11Q: 3 clusters Score -1.08246e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -10824792.000000 Penalty: 5813.517578
	Iteration 12Q: 3 clusters Score -1.082479e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -10824909.000000 Penalty: 5813.517578
	Iteration 13Q: 3 clusters Score -1.082491e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 118400 members 
Entering Unmasked Estep 
Score: -10825011.000000 Penalty: 5813.517578
	Iteration 14Q: 3 clusters Score -1.082501e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -10825064.000000 Penalty: 5813.517578
	Iteration 15Q: 3 clusters Score -1.082506e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 118798 members 
Entering Unmasked Estep 
Score: -10825125.000000 Penalty: 5813.517578
	Iteration 16Q: 3 clusters Score -1.082512e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 118973 members 
Entering Unmasked Estep 
Score: -10825172.000000 Penalty: 5813.517578
	Iteration 17Q: 3 clusters Score -1.082517e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -10825211.000000 Penalty: 5813.517578
	Iteration 18Q: 3 clusters Score -1.082521e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -10825227.000000 Penalty: 5813.517578
	Iteration 19Q: 3 clusters Score -1.082523e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 119317 members 
Entering Unmasked Estep 
Score: -10825242.000000 Penalty: 5813.517578
	Iteration 20F: 3 clusters Score -1.082524e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -10825253.000000 Penalty: 5813.517578
	Iteration 21Q: 3 clusters Score -1.082525e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -10825266.000000 Penalty: 5813.517578
	Iteration 22Q: 3 clusters Score -1.082527e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -10825279.000000 Penalty: 5813.517578
	Iteration 23Q: 3 clusters Score -1.082528e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 119592 members 
Entering Unmasked Estep 
Score: -10825285.000000 Penalty: 5813.517578
	Iteration 24Q: 3 clusters Score -1.082528e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 119649 members 
Entering Unmasked Estep 
Score: -10825307.000000 Penalty: 5813.517578
	Iteration 25Q: 3 clusters Score -1.082531e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 119696 members 
Entering Unmasked Estep 
Score: -10825327.000000 Penalty: 5813.517578
	Iteration 26Q: 3 clusters Score -1.082533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -10825337.000000 Penalty: 5813.517578
	Iteration 27Q: 3 clusters Score -1.082534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -10825328.000000 Penalty: 5813.517578
	Iteration 28Q: 3 clusters Score -1.082533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 119784 members 
Entering Unmasked Estep 
Score: -10825312.000000 Penalty: 5813.517578
	Iteration 29Q: 3 clusters Score -1.082531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -10825313.000000 Penalty: 5813.517578
	Iteration 30Q: 3 clusters Score -1.082531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 119846 members 
Entering Unmasked Estep 
Score: -10825323.000000 Penalty: 5813.517578
	Iteration 31Q: 3 clusters Score -1.082532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 119864 members 
Entering Unmasked Estep 
Score: -10825321.000000 Penalty: 5813.517578
	Iteration 32Q: 3 clusters Score -1.082532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -10825335.000000 Penalty: 5813.517578
	Iteration 33Q: 3 clusters Score -1.082534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 119913 members 
Entering Unmasked Estep 
Score: -10825340.000000 Penalty: 5813.517578
	Iteration 34Q: 3 clusters Score -1.082534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 119942 members 
Entering Unmasked Estep 
Score: -10825363.000000 Penalty: 5813.517578
	Iteration 35Q: 3 clusters Score -1.082536e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -10825360.000000 Penalty: 5813.517578
	Iteration 36Q: 3 clusters Score -1.082536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -10825372.000000 Penalty: 5813.517578
	Iteration 37Q: 3 clusters Score -1.082537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -10825363.000000 Penalty: 5813.517578
	Iteration 38Q: 3 clusters Score -1.082536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -10825360.000000 Penalty: 5813.517578
	Iteration 39Q: 3 clusters Score -1.082536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 120012 members 
Entering Unmasked Estep 
Score: -10825351.000000 Penalty: 5813.517578
	Iteration 40F: 3 clusters Score -1.082535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 120022 members 
Entering Unmasked Estep 
Score: -10825353.000000 Penalty: 5813.517578
	Iteration 41Q: 3 clusters Score -1.082535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -10825360.000000 Penalty: 5813.517578
	Iteration 42Q: 3 clusters Score -1.082536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -10825356.000000 Penalty: 5813.517578
	Iteration 43Q: 3 clusters Score -1.082536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 120054 members 
Entering Unmasked Estep 
Score: -10825383.000000 Penalty: 5813.517578
	Iteration 44Q: 3 clusters Score -1.082538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -10825372.000000 Penalty: 5813.517578
	Iteration 45Q: 3 clusters Score -1.082537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 120091 members 
Entering Unmasked Estep 
Score: -10825361.000000 Penalty: 5813.517578
	Iteration 46Q: 3 clusters Score -1.082536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -10825367.000000 Penalty: 5813.517578
	Iteration 47Q: 3 clusters Score -1.082537e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -10825350.000000 Penalty: 5813.517578
	Iteration 48Q: 3 clusters Score -1.082535e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 120151 members 
Entering Unmasked Estep 
Score: -10825359.000000 Penalty: 5813.517578
	Iteration 49Q: 3 clusters Score -1.082536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -10825355.000000 Penalty: 5813.517578
	Iteration 50Q: 3 clusters Score -1.082536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 120175 members 
Entering Unmasked Estep 
Score: -10825364.000000 Penalty: 5813.517578
	Iteration 51Q: 3 clusters Score -1.082536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 120187 members 
Entering Unmasked Estep 
Score: -10825379.000000 Penalty: 5813.517578
	Iteration 52Q: 3 clusters Score -1.082538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 120194 members 
Entering Unmasked Estep 
Score: -10825375.000000 Penalty: 5813.517578
	Iteration 53Q: 3 clusters Score -1.082538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -10825373.000000 Penalty: 5813.517578
	Iteration 54Q: 3 clusters Score -1.082537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -10825369.000000 Penalty: 5813.517578
	Iteration 55Q: 3 clusters Score -1.082537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 120203 members 
Entering Unmasked Estep 
Score: -10825363.000000 Penalty: 5813.517578
	Iteration 56Q: 3 clusters Score -1.082536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 120203 members 
Entering Unmasked Estep 
Score: -10825363.000000 Penalty: 5813.517578
	Iteration 57F: 3 clusters Score -1.082536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Entering Unmasked Estep 
Score: -915072.562500 Penalty: 2337.511963
	Iteration 0F: 2 clusters Score -915072.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -905883.625000 Penalty: 4675.023926
	Iteration 0F: 3 clusters Score -905883.6 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -908983.125000 Penalty: 4675.023926
	Iteration 1F: 3 clusters Score -908983.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -909826.312500 Penalty: 4675.023926
	Iteration 2F: 3 clusters Score -909826.3 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -910895.312500 Penalty: 4675.023926
	Iteration 3F: 3 clusters Score -910895.3 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -912113.250000 Penalty: 4675.023926
	Iteration 4F: 3 clusters Score -912113.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -913048.375000 Penalty: 4675.023926
	Iteration 5F: 3 clusters Score -913048.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -913600.250000 Penalty: 4675.023926
	Iteration 6F: 3 clusters Score -913600.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -913951.937500 Penalty: 4675.023926
	Iteration 7Q: 3 clusters Score -913951.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -914199.562500 Penalty: 4675.023926
	Iteration 8Q: 3 clusters Score -914199.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -914380.187500 Penalty: 4675.023926
	Iteration 9Q: 3 clusters Score -914380.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -914498.937500 Penalty: 4675.023926
	Iteration 10Q: 3 clusters Score -914498.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -914573.625000 Penalty: 4675.023926
	Iteration 11Q: 3 clusters Score -914573.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -914632.875000 Penalty: 4675.023926
	Iteration 12Q: 3 clusters Score -914632.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -914672.875000 Penalty: 4675.023926
	Iteration 13Q: 3 clusters Score -914672.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -914711.437500 Penalty: 4675.023926
	Iteration 14Q: 3 clusters Score -914711.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -914732.250000 Penalty: 4675.023926
	Iteration 15Q: 3 clusters Score -914732.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -914749.625000 Penalty: 4675.023926
	Iteration 16Q: 3 clusters Score -914749.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -914766.125000 Penalty: 4675.023926
	Iteration 17Q: 3 clusters Score -914766.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -914773.312500 Penalty: 4675.023926
	Iteration 18Q: 3 clusters Score -914773.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -914780.687500 Penalty: 4675.023926
	Iteration 19Q: 3 clusters Score -914780.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -914785.312500 Penalty: 4675.023926
	Iteration 20F: 3 clusters Score -914785.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -914792.437500 Penalty: 4675.023926
	Iteration 21Q: 3 clusters Score -914792.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -914795.937500 Penalty: 4675.023926
	Iteration 22Q: 3 clusters Score -914795.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -914803.250000 Penalty: 4675.023926
	Iteration 23Q: 3 clusters Score -914803.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -914815.687500 Penalty: 4675.023926
	Iteration 24Q: 3 clusters Score -914815.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -914830.812500 Penalty: 4675.023926
	Iteration 25Q: 3 clusters Score -914830.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -914842.062500 Penalty: 4675.023926
	Iteration 26Q: 3 clusters Score -914842.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -914853.062500 Penalty: 4675.023926
	Iteration 27Q: 3 clusters Score -914853.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -914861.250000 Penalty: 4675.023926
	Iteration 28Q: 3 clusters Score -914861.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -914872.125000 Penalty: 4675.023926
	Iteration 29Q: 3 clusters Score -914872.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -914878.000000 Penalty: 4675.023926
	Iteration 30Q: 3 clusters Score -914878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -914885.250000 Penalty: 4675.023926
	Iteration 31Q: 3 clusters Score -914885.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -914894.750000 Penalty: 4675.023926
	Iteration 32Q: 3 clusters Score -914894.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -914909.437500 Penalty: 4675.023926
	Iteration 33Q: 3 clusters Score -914909.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -914917.687500 Penalty: 4675.023926
	Iteration 34Q: 3 clusters Score -914917.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -914928.812500 Penalty: 4675.023926
	Iteration 35Q: 3 clusters Score -914928.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -914938.750000 Penalty: 4675.023926
	Iteration 36Q: 3 clusters Score -914938.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -914954.250000 Penalty: 4675.023926
	Iteration 37Q: 3 clusters Score -914954.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -914966.000000 Penalty: 4675.023926
	Iteration 38Q: 3 clusters Score -914966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -914988.125000 Penalty: 4675.023926
	Iteration 39Q: 3 clusters Score -914988.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -915001.250000 Penalty: 4675.023926
	Iteration 40F: 3 clusters Score -915001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -915012.375000 Penalty: 4675.023926
	Iteration 41Q: 3 clusters Score -915012.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -915023.687500 Penalty: 4675.023926
	Iteration 42Q: 3 clusters Score -915023.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -915030.250000 Penalty: 4675.023926
	Iteration 43Q: 3 clusters Score -915030.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -915038.875000 Penalty: 4675.023926
	Iteration 44Q: 3 clusters Score -915038.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -915048.812500 Penalty: 4675.023926
	Iteration 45Q: 3 clusters Score -915048.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -915055.000000 Penalty: 4675.023926
	Iteration 46Q: 3 clusters Score -915055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -915060.687500 Penalty: 4675.023926
	Iteration 47Q: 3 clusters Score -915060.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -915068.062500 Penalty: 4675.023926
	Iteration 48Q: 3 clusters Score -915068.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -915071.562500 Penalty: 4675.023926
	Iteration 49Q: 3 clusters Score -915071.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -915076.125000 Penalty: 4675.023926
	Iteration 50Q: 3 clusters Score -915076.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -915081.125000 Penalty: 4675.023926
	Iteration 51Q: 3 clusters Score -915081.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -915081.312500 Penalty: 4675.023926
	Iteration 52Q: 3 clusters Score -915081.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -915084.812500 Penalty: 4675.023926
	Iteration 53Q: 3 clusters Score -915084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -915089.000000 Penalty: 4675.023926
	Iteration 54Q: 3 clusters Score -915089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -915089.000000 Penalty: 4675.023926
	Iteration 55Q: 3 clusters Score -915089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -915090.500000 Penalty: 4675.023926
	Iteration 56Q: 3 clusters Score -915090.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -915093.000000 Penalty: 4675.023926
	Iteration 57Q: 3 clusters Score -915093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -915094.000000 Penalty: 4675.023926
	Iteration 58Q: 3 clusters Score -915094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -915099.187500 Penalty: 4675.023926
	Iteration 59Q: 3 clusters Score -915099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -915099.875000 Penalty: 4675.023926
	Iteration 60F: 3 clusters Score -915099.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -915100.500000 Penalty: 4675.023926
	Iteration 61Q: 3 clusters Score -915100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -915102.125000 Penalty: 4675.023926
	Iteration 62Q: 3 clusters Score -915102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -915102.000000 Penalty: 4675.023926
	Iteration 63Q: 3 clusters Score -915102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -915103.875000 Penalty: 4675.023926
	Iteration 64Q: 3 clusters Score -915103.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -915110.937500 Penalty: 4675.023926
	Iteration 65Q: 3 clusters Score -915110.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -915112.375000 Penalty: 4675.023926
	Iteration 66Q: 3 clusters Score -915112.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -915114.812500 Penalty: 4675.023926
	Iteration 67Q: 3 clusters Score -915114.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -915118.375000 Penalty: 4675.023926
	Iteration 68Q: 3 clusters Score -915118.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -915121.062500 Penalty: 4675.023926
	Iteration 69Q: 3 clusters Score -915121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -915123.625000 Penalty: 4675.023926
	Iteration 70Q: 3 clusters Score -915123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -915126.875000 Penalty: 4675.023926
	Iteration 71Q: 3 clusters Score -915126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -915122.125000 Penalty: 4675.023926
	Iteration 72Q: 3 clusters Score -915122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -915124.750000 Penalty: 4675.023926
	Iteration 73Q: 3 clusters Score -915124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -915124.937500 Penalty: 4675.023926
	Iteration 74Q: 3 clusters Score -915124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -915125.375000 Penalty: 4675.023926
	Iteration 75Q: 3 clusters Score -915125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -915126.312500 Penalty: 4675.023926
	Iteration 76Q: 3 clusters Score -915126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -915126.062500 Penalty: 4675.023926
	Iteration 77Q: 3 clusters Score -915126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -915126.437500 Penalty: 4675.023926
	Iteration 78Q: 3 clusters Score -915126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -915128.312500 Penalty: 4675.023926
	Iteration 79Q: 3 clusters Score -915128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -915128.312500 Penalty: 4675.023926
	Iteration 80F: 3 clusters Score -915128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 49638 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 25306 members 
Mstep: Class 8 contains 676218 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 46685 members 
Mstep: Class 11 contains 79572 members 
Mstep: Class 12 contains 59251 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Entering Unmasked Estep 
Score: -112609696.000000 Penalty: 66445.093750
Splitting cluster 2 changes total score from -112608704.000000 to -112609696.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (87316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Entering Unmasked Estep 
Score: -7702190.500000 Penalty: 2821.567627
	Iteration 0F: 2 clusters Score -7702190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -7643624.500000 Penalty: 5643.135254
	Iteration 0F: 3 clusters Score -7643624 nChanged 41212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -7666893.500000 Penalty: 5643.135254
	Iteration 1F: 3 clusters Score -7666894 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -7667572.500000 Penalty: 5643.135254
	Iteration 2Q: 3 clusters Score -7667572 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -7668191.500000 Penalty: 5643.135254
	Iteration 3Q: 3 clusters Score -7668192 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -7668770.000000 Penalty: 5643.135254
	Iteration 4Q: 3 clusters Score -7668770 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -7669403.000000 Penalty: 5643.135254
	Iteration 5Q: 3 clusters Score -7669403 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -7670142.500000 Penalty: 5643.135254
	Iteration 6Q: 3 clusters Score -7670142 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -7671053.000000 Penalty: 5643.135254
	Iteration 7Q: 3 clusters Score -7671053 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7672212.500000 Penalty: 5643.135254
	Iteration 8Q: 3 clusters Score -7672212 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -7673724.500000 Penalty: 5643.135254
	Iteration 9Q: 3 clusters Score -7673724 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -7675619.500000 Penalty: 5643.135254
	Iteration 10Q: 3 clusters Score -7675620 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -7678008.500000 Penalty: 5643.135254
	Iteration 11Q: 3 clusters Score -7678008 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -7680733.500000 Penalty: 5643.135254
	Iteration 12F: 3 clusters Score -7680734 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -7683409.500000 Penalty: 5643.135254
	Iteration 13Q: 3 clusters Score -7683410 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -7685736.500000 Penalty: 5643.135254
	Iteration 14Q: 3 clusters Score -7685736 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -7687582.500000 Penalty: 5643.135254
	Iteration 15Q: 3 clusters Score -7687582 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -7689120.500000 Penalty: 5643.135254
	Iteration 16Q: 3 clusters Score -7689120 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70899 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -7690426.000000 Penalty: 5643.135254
	Iteration 17Q: 3 clusters Score -7690426 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -7691523.000000 Penalty: 5643.135254
	Iteration 18Q: 3 clusters Score -7691523 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -7692483.500000 Penalty: 5643.135254
	Iteration 19Q: 3 clusters Score -7692484 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -7693455.500000 Penalty: 5643.135254
	Iteration 20F: 3 clusters Score -7693456 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -7694429.500000 Penalty: 5643.135254
	Iteration 21Q: 3 clusters Score -7694430 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -7695441.500000 Penalty: 5643.135254
	Iteration 22Q: 3 clusters Score -7695442 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -7696334.000000 Penalty: 5643.135254
	Iteration 23Q: 3 clusters Score -7696334 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -7697178.000000 Penalty: 5643.135254
	Iteration 24Q: 3 clusters Score -7697178 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -7697995.000000 Penalty: 5643.135254
	Iteration 25Q: 3 clusters Score -7697995 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84465 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7698619.000000 Penalty: 5643.135254
	Iteration 26Q: 3 clusters Score -7698619 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7699113.500000 Penalty: 5643.135254
	Iteration 27Q: 3 clusters Score -7699114 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7699493.500000 Penalty: 5643.135254
	Iteration 28Q: 3 clusters Score -7699494 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7699689.500000 Penalty: 5643.135254
	Iteration 29Q: 3 clusters Score -7699690 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7699839.000000 Penalty: 5643.135254
	Iteration 30Q: 3 clusters Score -7699839 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7699925.500000 Penalty: 5643.135254
	Iteration 31Q: 3 clusters Score -7699926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7699960.000000 Penalty: 5643.135254
	Iteration 32Q: 3 clusters Score -7699960 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86146 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7699998.000000 Penalty: 5643.135254
	Iteration 33Q: 3 clusters Score -7699998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7700020.500000 Penalty: 5643.135254
	Iteration 34Q: 3 clusters Score -7700020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7700025.500000 Penalty: 5643.135254
	Iteration 35Q: 3 clusters Score -7700026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7700032.000000 Penalty: 5643.135254
	Iteration 36Q: 3 clusters Score -7700032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7700053.000000 Penalty: 5643.135254
	Iteration 37Q: 3 clusters Score -7700053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7700057.500000 Penalty: 5643.135254
	Iteration 38Q: 3 clusters Score -7700058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7700064.000000 Penalty: 5643.135254
	Iteration 39Q: 3 clusters Score -7700064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7700068.000000 Penalty: 5643.135254
	Iteration 40F: 3 clusters Score -7700068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7700075.500000 Penalty: 5643.135254
	Iteration 41Q: 3 clusters Score -7700076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7700077.000000 Penalty: 5643.135254
	Iteration 42Q: 3 clusters Score -7700077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7700080.500000 Penalty: 5643.135254
	Iteration 43Q: 3 clusters Score -7700080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7700089.500000 Penalty: 5643.135254
	Iteration 44Q: 3 clusters Score -7700090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7700084.500000 Penalty: 5643.135254
	Iteration 45Q: 3 clusters Score -7700084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7700083.500000 Penalty: 5643.135254
	Iteration 46Q: 3 clusters Score -7700084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7700088.000000 Penalty: 5643.135254
	Iteration 47Q: 3 clusters Score -7700088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7700086.000000 Penalty: 5643.135254
	Iteration 48Q: 3 clusters Score -7700086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7700084.500000 Penalty: 5643.135254
	Iteration 49Q: 3 clusters Score -7700084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7700084.500000 Penalty: 5643.135254
	Iteration 50F: 3 clusters Score -7700084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Entering Unmasked Estep 
Score: -4200408.500000 Penalty: 2681.503174
	Iteration 0F: 2 clusters Score -4200408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -4167018.000000 Penalty: 5363.006348
	Iteration 0F: 3 clusters Score -4167018 nChanged 23038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4181097.750000 Penalty: 5363.006348
	Iteration 1F: 3 clusters Score -4181098 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4184325.750000 Penalty: 5363.006348
	Iteration 2F: 3 clusters Score -4184326 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4190389.000000 Penalty: 5363.006348
	Iteration 3F: 3 clusters Score -4190389 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4198572.000000 Penalty: 5363.006348
	Iteration 4F: 3 clusters Score -4198572 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4205181.000000 Penalty: 5363.006348
	Iteration 5F: 3 clusters Score -4205181 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4209791.000000 Penalty: 5363.006348
	Iteration 6F: 3 clusters Score -4209791 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -4212021.500000 Penalty: 5363.006348
	Iteration 7Q: 3 clusters Score -4212022 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -4212670.000000 Penalty: 5363.006348
	Iteration 8Q: 3 clusters Score -4212670 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -4212929.000000 Penalty: 5363.006348
	Iteration 9Q: 3 clusters Score -4212929 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4213049.000000 Penalty: 5363.006348
	Iteration 10Q: 3 clusters Score -4213049 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4213094.000000 Penalty: 5363.006348
	Iteration 11Q: 3 clusters Score -4213094 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4213128.500000 Penalty: 5363.006348
	Iteration 12Q: 3 clusters Score -4213128 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4213169.500000 Penalty: 5363.006348
	Iteration 13Q: 3 clusters Score -4213170 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4213208.000000 Penalty: 5363.006348
	Iteration 14Q: 3 clusters Score -4213208 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4213225.000000 Penalty: 5363.006348
	Iteration 15Q: 3 clusters Score -4213225 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4213229.500000 Penalty: 5363.006348
	Iteration 16Q: 3 clusters Score -4213230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4213242.500000 Penalty: 5363.006348
	Iteration 17Q: 3 clusters Score -4213242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4213239.500000 Penalty: 5363.006348
	Iteration 18Q: 3 clusters Score -4213240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4213252.000000 Penalty: 5363.006348
	Iteration 19Q: 3 clusters Score -4213252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -4213255.500000 Penalty: 5363.006348
	Iteration 20F: 3 clusters Score -4213256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4213248.500000 Penalty: 5363.006348
	Iteration 21Q: 3 clusters Score -4213248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4213241.000000 Penalty: 5363.006348
	Iteration 22Q: 3 clusters Score -4213241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4213251.000000 Penalty: 5363.006348
	Iteration 23Q: 3 clusters Score -4213251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4213251.000000 Penalty: 5363.006348
	Iteration 24Q: 3 clusters Score -4213251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -4213251.000000 Penalty: 5363.006348
	Iteration 25Q: 3 clusters Score -4213251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4213248.000000 Penalty: 5363.006348
	Iteration 26Q: 3 clusters Score -4213248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4213249.000000 Penalty: 5363.006348
	Iteration 27Q: 3 clusters Score -4213249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4213249.000000 Penalty: 5363.006348
	Iteration 28F: 3 clusters Score -4213249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 25306 members 
Mstep: Class 8 contains 676218 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 46685 members 
Mstep: Class 11 contains 79572 members 
Mstep: Class 12 contains 59251 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Entering Unmasked Estep 
Score: -112621880.000000 Penalty: 69942.203125
Splitting cluster 4 changes total score from -112608704.000000 to -112621880.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (11470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Entering Unmasked Estep 
Score: -922247.000000 Penalty: 2318.177490
	Iteration 0F: 2 clusters Score -922247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -913611.875000 Penalty: 4636.354980
	Iteration 0F: 3 clusters Score -913611.9 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -916353.937500 Penalty: 4636.354980
	Iteration 1F: 3 clusters Score -916353.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -916945.812500 Penalty: 4636.354980
	Iteration 2F: 3 clusters Score -916945.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -917616.187500 Penalty: 4636.354980
	Iteration 3F: 3 clusters Score -917616.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -918312.500000 Penalty: 4636.354980
	Iteration 4F: 3 clusters Score -918312.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -918871.062500 Penalty: 4636.354980
	Iteration 5F: 3 clusters Score -918871.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -919287.125000 Penalty: 4636.354980
	Iteration 6F: 3 clusters Score -919287.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -919597.312500 Penalty: 4636.354980
	Iteration 7Q: 3 clusters Score -919597.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -919888.187500 Penalty: 4636.354980
	Iteration 8Q: 3 clusters Score -919888.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -920157.375000 Penalty: 4636.354980
	Iteration 9Q: 3 clusters Score -920157.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -920427.312500 Penalty: 4636.354980
	Iteration 10Q: 3 clusters Score -920427.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -920613.437500 Penalty: 4636.354980
	Iteration 11Q: 3 clusters Score -920613.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -920711.562500 Penalty: 4636.354980
	Iteration 12Q: 3 clusters Score -920711.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -920766.125000 Penalty: 4636.354980
	Iteration 13Q: 3 clusters Score -920766.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -920801.500000 Penalty: 4636.354980
	Iteration 14Q: 3 clusters Score -920801.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -920818.062500 Penalty: 4636.354980
	Iteration 15Q: 3 clusters Score -920818.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -920831.375000 Penalty: 4636.354980
	Iteration 16Q: 3 clusters Score -920831.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -920845.125000 Penalty: 4636.354980
	Iteration 17Q: 3 clusters Score -920845.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -920856.125000 Penalty: 4636.354980
	Iteration 18Q: 3 clusters Score -920856.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -920862.750000 Penalty: 4636.354980
	Iteration 19Q: 3 clusters Score -920862.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -920870.625000 Penalty: 4636.354980
	Iteration 20F: 3 clusters Score -920870.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -920883.687500 Penalty: 4636.354980
	Iteration 21Q: 3 clusters Score -920883.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -920887.375000 Penalty: 4636.354980
	Iteration 22Q: 3 clusters Score -920887.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -920891.187500 Penalty: 4636.354980
	Iteration 23Q: 3 clusters Score -920891.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -920898.437500 Penalty: 4636.354980
	Iteration 24Q: 3 clusters Score -920898.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -920898.000000 Penalty: 4636.354980
	Iteration 25Q: 3 clusters Score -920898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -920900.187500 Penalty: 4636.354980
	Iteration 26Q: 3 clusters Score -920900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -920901.437500 Penalty: 4636.354980
	Iteration 27Q: 3 clusters Score -920901.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -920905.875000 Penalty: 4636.354980
	Iteration 28Q: 3 clusters Score -920905.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -920908.562500 Penalty: 4636.354980
	Iteration 29Q: 3 clusters Score -920908.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -920907.812500 Penalty: 4636.354980
	Iteration 30Q: 3 clusters Score -920907.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -920908.062500 Penalty: 4636.354980
	Iteration 31Q: 3 clusters Score -920908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -920910.625000 Penalty: 4636.354980
	Iteration 32Q: 3 clusters Score -920910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -920910.875000 Penalty: 4636.354980
	Iteration 33Q: 3 clusters Score -920910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -920912.125000 Penalty: 4636.354980
	Iteration 34Q: 3 clusters Score -920912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -920911.312500 Penalty: 4636.354980
	Iteration 35Q: 3 clusters Score -920911.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -920911.312500 Penalty: 4636.354980
	Iteration 36F: 3 clusters Score -920911.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -3228047.750000 Penalty: 2602.860352
	Iteration 0F: 2 clusters Score -3228048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -3203396.750000 Penalty: 5205.720703
	Iteration 0F: 3 clusters Score -3203397 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3212384.000000 Penalty: 5205.720703
	Iteration 1F: 3 clusters Score -3212384 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3212924.000000 Penalty: 5205.720703
	Iteration 2Q: 3 clusters Score -3212924 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3213478.750000 Penalty: 5205.720703
	Iteration 3Q: 3 clusters Score -3213479 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3214121.000000 Penalty: 5205.720703
	Iteration 4Q: 3 clusters Score -3214121 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3215021.750000 Penalty: 5205.720703
	Iteration 5Q: 3 clusters Score -3215022 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3216308.000000 Penalty: 5205.720703
	Iteration 6F: 3 clusters Score -3216308 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3217965.250000 Penalty: 5205.720703
	Iteration 7F: 3 clusters Score -3217965 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3219709.750000 Penalty: 5205.720703
	Iteration 8F: 3 clusters Score -3219710 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3221196.750000 Penalty: 5205.720703
	Iteration 9F: 3 clusters Score -3221197 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3222295.250000 Penalty: 5205.720703
	Iteration 10Q: 3 clusters Score -3222295 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3223171.250000 Penalty: 5205.720703
	Iteration 11Q: 3 clusters Score -3223171 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3223988.750000 Penalty: 5205.720703
	Iteration 12Q: 3 clusters Score -3223989 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3224754.000000 Penalty: 5205.720703
	Iteration 13Q: 3 clusters Score -3224754 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3225382.750000 Penalty: 5205.720703
	Iteration 14Q: 3 clusters Score -3225383 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3225768.500000 Penalty: 5205.720703
	Iteration 15Q: 3 clusters Score -3225768 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -3226044.000000 Penalty: 5205.720703
	Iteration 16Q: 3 clusters Score -3226044 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3226202.500000 Penalty: 5205.720703
	Iteration 17Q: 3 clusters Score -3226202 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3226286.000000 Penalty: 5205.720703
	Iteration 18Q: 3 clusters Score -3226286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3226324.250000 Penalty: 5205.720703
	Iteration 19Q: 3 clusters Score -3226324 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3226352.000000 Penalty: 5205.720703
	Iteration 20F: 3 clusters Score -3226352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3226376.500000 Penalty: 5205.720703
	Iteration 21Q: 3 clusters Score -3226376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3226393.500000 Penalty: 5205.720703
	Iteration 22Q: 3 clusters Score -3226394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3226405.000000 Penalty: 5205.720703
	Iteration 23Q: 3 clusters Score -3226405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3226400.000000 Penalty: 5205.720703
	Iteration 24Q: 3 clusters Score -3226400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3226409.000000 Penalty: 5205.720703
	Iteration 25Q: 3 clusters Score -3226409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3226422.500000 Penalty: 5205.720703
	Iteration 26Q: 3 clusters Score -3226422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3226424.750000 Penalty: 5205.720703
	Iteration 27Q: 3 clusters Score -3226425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3226435.750000 Penalty: 5205.720703
	Iteration 28Q: 3 clusters Score -3226436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3226436.000000 Penalty: 5205.720703
	Iteration 29Q: 3 clusters Score -3226436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -3226433.750000 Penalty: 5205.720703
	Iteration 30Q: 3 clusters Score -3226434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3226432.000000 Penalty: 5205.720703
	Iteration 31Q: 3 clusters Score -3226432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3226435.500000 Penalty: 5205.720703
	Iteration 32Q: 3 clusters Score -3226436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3226430.750000 Penalty: 5205.720703
	Iteration 33Q: 3 clusters Score -3226431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -3226429.250000 Penalty: 5205.720703
	Iteration 34Q: 3 clusters Score -3226429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3226428.000000 Penalty: 5205.720703
	Iteration 35Q: 3 clusters Score -3226428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3226428.000000 Penalty: 5205.720703
	Iteration 36Q: 3 clusters Score -3226428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3226427.750000 Penalty: 5205.720703
	Iteration 37Q: 3 clusters Score -3226428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3226431.750000 Penalty: 5205.720703
	Iteration 38Q: 3 clusters Score -3226432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3226425.250000 Penalty: 5205.720703
	Iteration 39Q: 3 clusters Score -3226425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3226425.750000 Penalty: 5205.720703
	Iteration 40F: 3 clusters Score -3226426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3226431.250000 Penalty: 5205.720703
	Iteration 41Q: 3 clusters Score -3226431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3226431.000000 Penalty: 5205.720703
	Iteration 42Q: 3 clusters Score -3226431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3226430.250000 Penalty: 5205.720703
	Iteration 43Q: 3 clusters Score -3226430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3226431.750000 Penalty: 5205.720703
	Iteration 44Q: 3 clusters Score -3226432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3226424.250000 Penalty: 5205.720703
	Iteration 45Q: 3 clusters Score -3226424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3226427.000000 Penalty: 5205.720703
	Iteration 46Q: 3 clusters Score -3226427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3226431.000000 Penalty: 5205.720703
	Iteration 47Q: 3 clusters Score -3226431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3226425.750000 Penalty: 5205.720703
	Iteration 48Q: 3 clusters Score -3226426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3226440.250000 Penalty: 5205.720703
	Iteration 49Q: 3 clusters Score -3226440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3226441.500000 Penalty: 5205.720703
	Iteration 50Q: 3 clusters Score -3226442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3226435.750000 Penalty: 5205.720703
	Iteration 51Q: 3 clusters Score -3226436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3226434.750000 Penalty: 5205.720703
	Iteration 52Q: 3 clusters Score -3226435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3226433.250000 Penalty: 5205.720703
	Iteration 53Q: 3 clusters Score -3226433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3226435.500000 Penalty: 5205.720703
	Iteration 54Q: 3 clusters Score -3226436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3226433.500000 Penalty: 5205.720703
	Iteration 55Q: 3 clusters Score -3226434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -3226430.250000 Penalty: 5205.720703
	Iteration 56Q: 3 clusters Score -3226430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3226440.500000 Penalty: 5205.720703
	Iteration 57Q: 3 clusters Score -3226440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3226442.500000 Penalty: 5205.720703
	Iteration 58Q: 3 clusters Score -3226442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3226437.500000 Penalty: 5205.720703
	Iteration 59Q: 3 clusters Score -3226438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3226437.500000 Penalty: 5205.720703
	Iteration 60F: 3 clusters Score -3226438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Entering Unmasked Estep 
Score: -2116526.250000 Penalty: 2514.421631
	Iteration 0F: 2 clusters Score -2116526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2099128.750000 Penalty: 5028.843262
	Iteration 0F: 3 clusters Score -2099129 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2105888.000000 Penalty: 5028.843262
	Iteration 1F: 3 clusters Score -2105888 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2108000.500000 Penalty: 5028.843262
	Iteration 2F: 3 clusters Score -2108000 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2111175.000000 Penalty: 5028.843262
	Iteration 3F: 3 clusters Score -2111175 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2114238.000000 Penalty: 5028.843262
	Iteration 4F: 3 clusters Score -2114238 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2116761.250000 Penalty: 5028.843262
	Iteration 5F: 3 clusters Score -2116761 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2118405.000000 Penalty: 5028.843262
	Iteration 6F: 3 clusters Score -2118405 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2119209.750000 Penalty: 5028.843262
	Iteration 7Q: 3 clusters Score -2119210 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2119635.000000 Penalty: 5028.843262
	Iteration 8Q: 3 clusters Score -2119635 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2119867.250000 Penalty: 5028.843262
	Iteration 9Q: 3 clusters Score -2119867 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2120018.250000 Penalty: 5028.843262
	Iteration 10Q: 3 clusters Score -2120018 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2120114.500000 Penalty: 5028.843262
	Iteration 11Q: 3 clusters Score -2120114 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2120171.500000 Penalty: 5028.843262
	Iteration 12Q: 3 clusters Score -2120172 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2120209.500000 Penalty: 5028.843262
	Iteration 13Q: 3 clusters Score -2120210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2120230.000000 Penalty: 5028.843262
	Iteration 14Q: 3 clusters Score -2120230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2120250.250000 Penalty: 5028.843262
	Iteration 15Q: 3 clusters Score -2120250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2120266.000000 Penalty: 5028.843262
	Iteration 16Q: 3 clusters Score -2120266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2120278.250000 Penalty: 5028.843262
	Iteration 17Q: 3 clusters Score -2120278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2120275.750000 Penalty: 5028.843262
	Iteration 18Q: 3 clusters Score -2120276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2120289.250000 Penalty: 5028.843262
	Iteration 19Q: 3 clusters Score -2120289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2120284.250000 Penalty: 5028.843262
	Iteration 20F: 3 clusters Score -2120284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2120290.500000 Penalty: 5028.843262
	Iteration 21Q: 3 clusters Score -2120290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2120287.250000 Penalty: 5028.843262
	Iteration 22Q: 3 clusters Score -2120287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2120285.250000 Penalty: 5028.843262
	Iteration 23Q: 3 clusters Score -2120285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2120285.250000 Penalty: 5028.843262
	Iteration 24Q: 3 clusters Score -2120285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2120288.000000 Penalty: 5028.843262
	Iteration 25Q: 3 clusters Score -2120288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2120289.000000 Penalty: 5028.843262
	Iteration 26Q: 3 clusters Score -2120289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2120288.750000 Penalty: 5028.843262
	Iteration 27Q: 3 clusters Score -2120289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2120286.750000 Penalty: 5028.843262
	Iteration 28Q: 3 clusters Score -2120287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2120288.000000 Penalty: 5028.843262
	Iteration 29Q: 3 clusters Score -2120288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2120287.500000 Penalty: 5028.843262
	Iteration 30Q: 3 clusters Score -2120288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2120289.000000 Penalty: 5028.843262
	Iteration 31Q: 3 clusters Score -2120289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2120287.000000 Penalty: 5028.843262
	Iteration 32Q: 3 clusters Score -2120287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2120285.250000 Penalty: 5028.843262
	Iteration 33Q: 3 clusters Score -2120285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2120286.000000 Penalty: 5028.843262
	Iteration 34Q: 3 clusters Score -2120286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2120287.000000 Penalty: 5028.843262
	Iteration 35Q: 3 clusters Score -2120287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2120287.000000 Penalty: 5028.843262
	Iteration 36Q: 3 clusters Score -2120287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2120288.500000 Penalty: 5028.843262
	Iteration 37Q: 3 clusters Score -2120288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2120287.500000 Penalty: 5028.843262
	Iteration 38Q: 3 clusters Score -2120288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2120288.750000 Penalty: 5028.843262
	Iteration 39Q: 3 clusters Score -2120289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2120287.750000 Penalty: 5028.843262
	Iteration 40F: 3 clusters Score -2120288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2120286.500000 Penalty: 5028.843262
	Iteration 41Q: 3 clusters Score -2120286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2120287.750000 Penalty: 5028.843262
	Iteration 42Q: 3 clusters Score -2120288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2120290.250000 Penalty: 5028.843262
	Iteration 43Q: 3 clusters Score -2120290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2120293.750000 Penalty: 5028.843262
	Iteration 44Q: 3 clusters Score -2120294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2120292.750000 Penalty: 5028.843262
	Iteration 45Q: 3 clusters Score -2120293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2120292.500000 Penalty: 5028.843262
	Iteration 46Q: 3 clusters Score -2120292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2120292.500000 Penalty: 5028.843262
	Iteration 47F: 3 clusters Score -2120292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 676218 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 46685 members 
Mstep: Class 11 contains 79572 members 
Mstep: Class 12 contains 59251 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Entering Unmasked Estep 
Score: -112625192.000000 Penalty: 73439.312500
Splitting cluster 7 changes total score from -112608704.000000 to -112625192.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (676218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676218 members 
Entering Unmasked Estep 
Score: -59161548.000000 Penalty: 3329.219238
	Iteration 0F: 2 clusters Score -5.916155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338142 members 
Mstep: Class 2 contains 338076 members 
Entering Unmasked Estep 
Score: -58705008.000000 Penalty: 6658.438477
	Iteration 0F: 3 clusters Score -5.870501e+07 nChanged 330938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340706 members 
Mstep: Class 2 contains 335512 members 
Entering Unmasked Estep 
Score: -58905972.000000 Penalty: 6658.438477
	Iteration 1F: 3 clusters Score -5.890597e+07 nChanged 18585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342475 members 
Mstep: Class 2 contains 333743 members 
Entering Unmasked Estep 
Score: -58911328.000000 Penalty: 6658.438477
	Iteration 2Q: 3 clusters Score -5.891133e+07 nChanged 24220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345059 members 
Mstep: Class 2 contains 331159 members 
Entering Unmasked Estep 
Score: -58921052.000000 Penalty: 6658.438477
	Iteration 3Q: 3 clusters Score -5.892105e+07 nChanged 32686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348429 members 
Mstep: Class 2 contains 327789 members 
Entering Unmasked Estep 
Score: -58940440.000000 Penalty: 6658.438477
	Iteration 4Q: 3 clusters Score -5.894044e+07 nChanged 44437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352438 members 
Mstep: Class 2 contains 323780 members 
Entering Unmasked Estep 
Score: -58980248.000000 Penalty: 6658.438477
	Iteration 5F: 3 clusters Score -5.898025e+07 nChanged 58816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358896 members 
Mstep: Class 2 contains 317322 members 
Entering Unmasked Estep 
Score: -59056252.000000 Penalty: 6658.438477
	Iteration 6F: 3 clusters Score -5.905625e+07 nChanged 66748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371398 members 
Mstep: Class 2 contains 304820 members 
Entering Unmasked Estep 
Score: -59159092.000000 Penalty: 6658.438477
	Iteration 7F: 3 clusters Score -5.915909e+07 nChanged 56692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387342 members 
Mstep: Class 2 contains 288876 members 
Entering Unmasked Estep 
Score: -59252344.000000 Penalty: 6658.438477
	Iteration 8F: 3 clusters Score -5.925234e+07 nChanged 36231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400025 members 
Mstep: Class 2 contains 276193 members 
Entering Unmasked Estep 
Score: -59315460.000000 Penalty: 6658.438477
	Iteration 9F: 3 clusters Score -5.931546e+07 nChanged 18116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408449 members 
Mstep: Class 2 contains 267769 members 
Entering Unmasked Estep 
Score: -59336232.000000 Penalty: 6658.438477
	Iteration 10Q: 3 clusters Score -5.933623e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413052 members 
Mstep: Class 2 contains 263166 members 
Entering Unmasked Estep 
Score: -59339268.000000 Penalty: 6658.438477
	Iteration 11Q: 3 clusters Score -5.933927e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415489 members 
Mstep: Class 2 contains 260729 members 
Entering Unmasked Estep 
Score: -59339876.000000 Penalty: 6658.438477
	Iteration 12Q: 3 clusters Score -5.933988e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416849 members 
Mstep: Class 2 contains 259369 members 
Entering Unmasked Estep 
Score: -59340128.000000 Penalty: 6658.438477
	Iteration 13Q: 3 clusters Score -5.934013e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417635 members 
Mstep: Class 2 contains 258583 members 
Entering Unmasked Estep 
Score: -59340176.000000 Penalty: 6658.438477
	Iteration 14Q: 3 clusters Score -5.934018e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418074 members 
Mstep: Class 2 contains 258144 members 
Entering Unmasked Estep 
Score: -59340292.000000 Penalty: 6658.438477
	Iteration 15Q: 3 clusters Score -5.934029e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418344 members 
Mstep: Class 2 contains 257874 members 
Entering Unmasked Estep 
Score: -59340276.000000 Penalty: 6658.438477
	Iteration 16Q: 3 clusters Score -5.934028e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418537 members 
Mstep: Class 2 contains 257681 members 
Entering Unmasked Estep 
Score: -59340284.000000 Penalty: 6658.438477
	Iteration 17Q: 3 clusters Score -5.934028e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418672 members 
Mstep: Class 2 contains 257546 members 
Entering Unmasked Estep 
Score: -59340368.000000 Penalty: 6658.438477
	Iteration 18Q: 3 clusters Score -5.934037e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418756 members 
Mstep: Class 2 contains 257462 members 
Entering Unmasked Estep 
Score: -59340424.000000 Penalty: 6658.438477
	Iteration 19Q: 3 clusters Score -5.934042e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418803 members 
Mstep: Class 2 contains 257415 members 
Entering Unmasked Estep 
Score: -59340440.000000 Penalty: 6658.438477
	Iteration 20F: 3 clusters Score -5.934044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418840 members 
Mstep: Class 2 contains 257378 members 
Entering Unmasked Estep 
Score: -59340408.000000 Penalty: 6658.438477
	Iteration 21Q: 3 clusters Score -5.934041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418856 members 
Mstep: Class 2 contains 257362 members 
Entering Unmasked Estep 
Score: -59340476.000000 Penalty: 6658.438477
	Iteration 22Q: 3 clusters Score -5.934048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418868 members 
Mstep: Class 2 contains 257350 members 
Entering Unmasked Estep 
Score: -59340460.000000 Penalty: 6658.438477
	Iteration 23Q: 3 clusters Score -5.934046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418877 members 
Mstep: Class 2 contains 257341 members 
Entering Unmasked Estep 
Score: -59340472.000000 Penalty: 6658.438477
	Iteration 24Q: 3 clusters Score -5.934047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418881 members 
Mstep: Class 2 contains 257337 members 
Entering Unmasked Estep 
Score: -59340440.000000 Penalty: 6658.438477
	Iteration 25Q: 3 clusters Score -5.934044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418885 members 
Mstep: Class 2 contains 257333 members 
Entering Unmasked Estep 
Score: -59340432.000000 Penalty: 6658.438477
	Iteration 26Q: 3 clusters Score -5.934043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418888 members 
Mstep: Class 2 contains 257330 members 
Entering Unmasked Estep 
Score: -59340448.000000 Penalty: 6658.438477
	Iteration 27Q: 3 clusters Score -5.934045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418891 members 
Mstep: Class 2 contains 257327 members 
Entering Unmasked Estep 
Score: -59340448.000000 Penalty: 6658.438477
	Iteration 28Q: 3 clusters Score -5.934045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418892 members 
Mstep: Class 2 contains 257326 members 
Entering Unmasked Estep 
Score: -59340468.000000 Penalty: 6658.438477
	Iteration 29Q: 3 clusters Score -5.934047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418894 members 
Mstep: Class 2 contains 257324 members 
Entering Unmasked Estep 
Score: -59340480.000000 Penalty: 6658.438477
	Iteration 30Q: 3 clusters Score -5.934048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418896 members 
Mstep: Class 2 contains 257322 members 
Entering Unmasked Estep 
Score: -59340452.000000 Penalty: 6658.438477
	Iteration 31Q: 3 clusters Score -5.934045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418896 members 
Mstep: Class 2 contains 257322 members 
Entering Unmasked Estep 
Score: -59340452.000000 Penalty: 6658.438477
	Iteration 32F: 3 clusters Score -5.934045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 46685 members 
Mstep: Class 11 contains 79572 members 
Mstep: Class 12 contains 59251 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Entering Unmasked Estep 
Score: -112805120.000000 Penalty: 76936.421875
Splitting cluster 8 changes total score from -112608704.000000 to -112805120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (13158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Entering Unmasked Estep 
Score: -1123098.750000 Penalty: 2352.226807
	Iteration 0F: 2 clusters Score -1123099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1113419.250000 Penalty: 4704.453613
	Iteration 0F: 3 clusters Score -1113419 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1116328.875000 Penalty: 4704.453613
	Iteration 1F: 3 clusters Score -1116329 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1116618.375000 Penalty: 4704.453613
	Iteration 2F: 3 clusters Score -1116618 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1116834.750000 Penalty: 4704.453613
	Iteration 3Q: 3 clusters Score -1116835 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1116989.250000 Penalty: 4704.453613
	Iteration 4Q: 3 clusters Score -1116989 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1117101.875000 Penalty: 4704.453613
	Iteration 5Q: 3 clusters Score -1117102 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1117185.625000 Penalty: 4704.453613
	Iteration 6Q: 3 clusters Score -1117186 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1117269.625000 Penalty: 4704.453613
	Iteration 7Q: 3 clusters Score -1117270 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1117340.125000 Penalty: 4704.453613
	Iteration 8Q: 3 clusters Score -1117340 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1117415.375000 Penalty: 4704.453613
	Iteration 9Q: 3 clusters Score -1117415 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1117492.750000 Penalty: 4704.453613
	Iteration 10Q: 3 clusters Score -1117493 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1117574.125000 Penalty: 4704.453613
	Iteration 11Q: 3 clusters Score -1117574 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1117657.125000 Penalty: 4704.453613
	Iteration 12Q: 3 clusters Score -1117657 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1117773.500000 Penalty: 4704.453613
	Iteration 13Q: 3 clusters Score -1117774 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1117935.250000 Penalty: 4704.453613
	Iteration 14Q: 3 clusters Score -1117935 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1118133.250000 Penalty: 4704.453613
	Iteration 15Q: 3 clusters Score -1118133 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1118395.625000 Penalty: 4704.453613
	Iteration 16Q: 3 clusters Score -1118396 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1118672.750000 Penalty: 4704.453613
	Iteration 17Q: 3 clusters Score -1118673 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1118951.125000 Penalty: 4704.453613
	Iteration 18Q: 3 clusters Score -1118951 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1119225.125000 Penalty: 4704.453613
	Iteration 19Q: 3 clusters Score -1119225 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1119521.625000 Penalty: 4704.453613
	Iteration 20F: 3 clusters Score -1119522 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1119790.125000 Penalty: 4704.453613
	Iteration 21Q: 3 clusters Score -1119790 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1120042.875000 Penalty: 4704.453613
	Iteration 22Q: 3 clusters Score -1120043 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1120261.000000 Penalty: 4704.453613
	Iteration 23Q: 3 clusters Score -1120261 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1120469.875000 Penalty: 4704.453613
	Iteration 24Q: 3 clusters Score -1120470 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1120664.250000 Penalty: 4704.453613
	Iteration 25Q: 3 clusters Score -1120664 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1120845.500000 Penalty: 4704.453613
	Iteration 26Q: 3 clusters Score -1120846 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1121011.500000 Penalty: 4704.453613
	Iteration 27Q: 3 clusters Score -1121012 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1121142.500000 Penalty: 4704.453613
	Iteration 28Q: 3 clusters Score -1121142 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1121258.125000 Penalty: 4704.453613
	Iteration 29Q: 3 clusters Score -1121258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1121361.875000 Penalty: 4704.453613
	Iteration 30Q: 3 clusters Score -1121362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1121433.125000 Penalty: 4704.453613
	Iteration 31Q: 3 clusters Score -1121433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1121478.125000 Penalty: 4704.453613
	Iteration 32Q: 3 clusters Score -1121478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1121514.125000 Penalty: 4704.453613
	Iteration 33Q: 3 clusters Score -1121514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1121550.000000 Penalty: 4704.453613
	Iteration 34Q: 3 clusters Score -1121550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1121577.625000 Penalty: 4704.453613
	Iteration 35Q: 3 clusters Score -1121578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1121604.625000 Penalty: 4704.453613
	Iteration 36Q: 3 clusters Score -1121605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1121621.875000 Penalty: 4704.453613
	Iteration 37Q: 3 clusters Score -1121622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1121635.250000 Penalty: 4704.453613
	Iteration 38Q: 3 clusters Score -1121635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1121647.750000 Penalty: 4704.453613
	Iteration 39Q: 3 clusters Score -1121648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1121661.875000 Penalty: 4704.453613
	Iteration 40F: 3 clusters Score -1121662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1121672.375000 Penalty: 4704.453613
	Iteration 41Q: 3 clusters Score -1121672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1121680.750000 Penalty: 4704.453613
	Iteration 42Q: 3 clusters Score -1121681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1121689.000000 Penalty: 4704.453613
	Iteration 43Q: 3 clusters Score -1121689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1121696.750000 Penalty: 4704.453613
	Iteration 44Q: 3 clusters Score -1121697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1121701.000000 Penalty: 4704.453613
	Iteration 45Q: 3 clusters Score -1121701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1121702.750000 Penalty: 4704.453613
	Iteration 46Q: 3 clusters Score -1121703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1121702.500000 Penalty: 4704.453613
	Iteration 47Q: 3 clusters Score -1121702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1121705.750000 Penalty: 4704.453613
	Iteration 48Q: 3 clusters Score -1121706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1121709.000000 Penalty: 4704.453613
	Iteration 49Q: 3 clusters Score -1121709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1121709.875000 Penalty: 4704.453613
	Iteration 50Q: 3 clusters Score -1121710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1121713.375000 Penalty: 4704.453613
	Iteration 51Q: 3 clusters Score -1121713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1121715.750000 Penalty: 4704.453613
	Iteration 52Q: 3 clusters Score -1121716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1121716.000000 Penalty: 4704.453613
	Iteration 53Q: 3 clusters Score -1121716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1121715.625000 Penalty: 4704.453613
	Iteration 54Q: 3 clusters Score -1121716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1121718.750000 Penalty: 4704.453613
	Iteration 55Q: 3 clusters Score -1121719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1121721.125000 Penalty: 4704.453613
	Iteration 56Q: 3 clusters Score -1121721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1121721.625000 Penalty: 4704.453613
	Iteration 57Q: 3 clusters Score -1121722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1121719.750000 Penalty: 4704.453613
	Iteration 58Q: 3 clusters Score -1121720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1121719.750000 Penalty: 4704.453613
	Iteration 59F: 3 clusters Score -1121720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Entering Unmasked Estep 
Score: -3968404.750000 Penalty: 2666.291992
	Iteration 0F: 2 clusters Score -3968405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3936956.250000 Penalty: 5332.583984
	Iteration 0F: 3 clusters Score -3936956 nChanged 21550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3950175.250000 Penalty: 5332.583984
	Iteration 1F: 3 clusters Score -3950175 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3952238.750000 Penalty: 5332.583984
	Iteration 2F: 3 clusters Score -3952239 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3954997.000000 Penalty: 5332.583984
	Iteration 3F: 3 clusters Score -3954997 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3957908.000000 Penalty: 5332.583984
	Iteration 4F: 3 clusters Score -3957908 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3960353.500000 Penalty: 5332.583984
	Iteration 5F: 3 clusters Score -3960354 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3962025.750000 Penalty: 5332.583984
	Iteration 6F: 3 clusters Score -3962026 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3963155.250000 Penalty: 5332.583984
	Iteration 7Q: 3 clusters Score -3963155 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3963977.250000 Penalty: 5332.583984
	Iteration 8Q: 3 clusters Score -3963977 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3964701.500000 Penalty: 5332.583984
	Iteration 9Q: 3 clusters Score -3964702 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3965516.500000 Penalty: 5332.583984
	Iteration 10Q: 3 clusters Score -3965516 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3966319.000000 Penalty: 5332.583984
	Iteration 11Q: 3 clusters Score -3966319 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3967073.000000 Penalty: 5332.583984
	Iteration 12Q: 3 clusters Score -3967073 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3967762.750000 Penalty: 5332.583984
	Iteration 13Q: 3 clusters Score -3967763 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3968276.750000 Penalty: 5332.583984
	Iteration 14Q: 3 clusters Score -3968277 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3968634.500000 Penalty: 5332.583984
	Iteration 15Q: 3 clusters Score -3968634 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -3968875.000000 Penalty: 5332.583984
	Iteration 16Q: 3 clusters Score -3968875 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3969054.750000 Penalty: 5332.583984
	Iteration 17Q: 3 clusters Score -3969055 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -3969211.250000 Penalty: 5332.583984
	Iteration 18Q: 3 clusters Score -3969211 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -3969309.750000 Penalty: 5332.583984
	Iteration 19Q: 3 clusters Score -3969310 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -3969409.000000 Penalty: 5332.583984
	Iteration 20F: 3 clusters Score -3969409 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3969461.000000 Penalty: 5332.583984
	Iteration 21Q: 3 clusters Score -3969461 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -3969536.000000 Penalty: 5332.583984
	Iteration 22Q: 3 clusters Score -3969536 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -3969584.000000 Penalty: 5332.583984
	Iteration 23Q: 3 clusters Score -3969584 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3969614.500000 Penalty: 5332.583984
	Iteration 24Q: 3 clusters Score -3969614 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -3969675.250000 Penalty: 5332.583984
	Iteration 25Q: 3 clusters Score -3969675 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -3969723.500000 Penalty: 5332.583984
	Iteration 26Q: 3 clusters Score -3969724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -3969742.500000 Penalty: 5332.583984
	Iteration 27Q: 3 clusters Score -3969742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -3969766.250000 Penalty: 5332.583984
	Iteration 28Q: 3 clusters Score -3969766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -3969784.000000 Penalty: 5332.583984
	Iteration 29Q: 3 clusters Score -3969784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3969807 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -3969833.250000 Penalty: 5332.583984
	Iteration 31Q: 3 clusters Score -3969833 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -3969866.000000 Penalty: 5332.583984
	Iteration 32Q: 3 clusters Score -3969866 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -3969857.250000 Penalty: 5332.583984
	Iteration 33Q: 3 clusters Score -3969857 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3969852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3969856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -3969856.500000 Penalty: 5332.583984
	Iteration 36Q: 3 clusters Score -3969856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -3969864.250000 Penalty: 5332.583984
	Iteration 37Q: 3 clusters Score -3969864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -3969858.750000 Penalty: 5332.583984
	Iteration 38Q: 3 clusters Score -3969859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -3969883.500000 Penalty: 5332.583984
	Iteration 39Q: 3 clusters Score -3969884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -3969893.750000 Penalty: 5332.583984
	Iteration 40F: 3 clusters Score -3969894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -3969905.250000 Penalty: 5332.583984
	Iteration 41Q: 3 clusters Score -3969905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -3969902.000000 Penalty: 5332.583984
	Iteration 42Q: 3 clusters Score -3969902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -3969906.500000 Penalty: 5332.583984
	Iteration 43Q: 3 clusters Score -3969906 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -3969920.000000 Penalty: 5332.583984
	Iteration 44Q: 3 clusters Score -3969920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -3969918.500000 Penalty: 5332.583984
	Iteration 45Q: 3 clusters Score -3969918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -3969927.750000 Penalty: 5332.583984
	Iteration 46Q: 3 clusters Score -3969928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -3969941.500000 Penalty: 5332.583984
	Iteration 47Q: 3 clusters Score -3969942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -3969949.000000 Penalty: 5332.583984
	Iteration 48Q: 3 clusters Score -3969949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -3969951.250000 Penalty: 5332.583984
	Iteration 49Q: 3 clusters Score -3969951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -3969945.250000 Penalty: 5332.583984
	Iteration 50Q: 3 clusters Score -3969945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -3969955.250000 Penalty: 5332.583984
	Iteration 51Q: 3 clusters Score -3969955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -3969954.000000 Penalty: 5332.583984
	Iteration 52Q: 3 clusters Score -3969954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -3969957.500000 Penalty: 5332.583984
	Iteration 53Q: 3 clusters Score -3969958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -3969961.250000 Penalty: 5332.583984
	Iteration 54Q: 3 clusters Score -3969961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -3969968.000000 Penalty: 5332.583984
	Iteration 55Q: 3 clusters Score -3969968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -3969972.500000 Penalty: 5332.583984
	Iteration 56Q: 3 clusters Score -3969972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -3969976.750000 Penalty: 5332.583984
	Iteration 57Q: 3 clusters Score -3969977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -3969984.500000 Penalty: 5332.583984
	Iteration 58Q: 3 clusters Score -3969984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -3969986.750000 Penalty: 5332.583984
	Iteration 59Q: 3 clusters Score -3969987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -3969991.250000 Penalty: 5332.583984
	Iteration 60F: 3 clusters Score -3969991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3969994.500000 Penalty: 5332.583984
	Iteration 61Q: 3 clusters Score -3969994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -3970003.250000 Penalty: 5332.583984
	Iteration 62Q: 3 clusters Score -3970003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3969993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3970000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3970002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3970003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -3970009.500000 Penalty: 5332.583984
	Iteration 67Q: 3 clusters Score -3970010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -3970011.500000 Penalty: 5332.583984
	Iteration 68Q: 3 clusters Score -3970012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -3970022.250000 Penalty: 5332.583984
	Iteration 69Q: 3 clusters Score -3970022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -3970025.000000 Penalty: 5332.583984
	Iteration 70Q: 3 clusters Score -3970025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -3970022.750000 Penalty: 5332.583984
	Iteration 71Q: 3 clusters Score -3970023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -3970026.250000 Penalty: 5332.583984
	Iteration 72Q: 3 clusters Score -3970026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -3970033.250000 Penalty: 5332.583984
	Iteration 73Q: 3 clusters Score -3970033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -3970029.000000 Penalty: 5332.583984
	Iteration 74Q: 3 clusters Score -3970029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -3970027.000000 Penalty: 5332.583984
	Iteration 75Q: 3 clusters Score -3970027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -3970033.500000 Penalty: 5332.583984
	Iteration 76Q: 3 clusters Score -3970034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -3970032.750000 Penalty: 5332.583984
	Iteration 77Q: 3 clusters Score -3970033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -3970029.500000 Penalty: 5332.583984
	Iteration 78Q: 3 clusters Score -3970030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -3970041.500000 Penalty: 5332.583984
	Iteration 79Q: 3 clusters Score -3970042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -3970035.750000 Penalty: 5332.583984
	Iteration 80F: 3 clusters Score -3970036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -3970036.000000 Penalty: 5332.583984
	Iteration 81Q: 3 clusters Score -3970036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -3970040.250000 Penalty: 5332.583984
	Iteration 82Q: 3 clusters Score -3970040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -3970042.250000 Penalty: 5332.583984
	Iteration 83Q: 3 clusters Score -3970042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -3970046.000000 Penalty: 5332.583984
	Iteration 84Q: 3 clusters Score -3970046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -3970048.500000 Penalty: 5332.583984
	Iteration 85Q: 3 clusters Score -3970048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -3970044.250000 Penalty: 5332.583984
	Iteration 86Q: 3 clusters Score -3970044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -3970048.750000 Penalty: 5332.583984
	Iteration 87Q: 3 clusters Score -3970049 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -3970056.750000 Penalty: 5332.583984
	Iteration 88Q: 3 clusters Score -3970057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -3970060.500000 Penalty: 5332.583984
	Iteration 89Q: 3 clusters Score -3970060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -3970058.250000 Penalty: 5332.583984
	Iteration 90Q: 3 clusters Score -3970058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -3970062.000000 Penalty: 5332.583984
	Iteration 91Q: 3 clusters Score -3970062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -3970053.000000 Penalty: 5332.583984
	Iteration 92Q: 3 clusters Score -3970053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -3970043.500000 Penalty: 5332.583984
	Iteration 93Q: 3 clusters Score -3970044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -3970055.000000 Penalty: 5332.583984
	Iteration 94Q: 3 clusters Score -3970055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -3970061.000000 Penalty: 5332.583984
	Iteration 95Q: 3 clusters Score -3970061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -3970058.750000 Penalty: 5332.583984
	Iteration 96Q: 3 clusters Score -3970059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -3970056.250000 Penalty: 5332.583984
	Iteration 97Q: 3 clusters Score -3970056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -3970060.250000 Penalty: 5332.583984
	Iteration 98Q: 3 clusters Score -3970060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -3970059.000000 Penalty: 5332.583984
	Iteration 99Q: 3 clusters Score -3970059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -3970063.750000 Penalty: 5332.583984
	Iteration 100F: 3 clusters Score -3970064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -3970065.750000 Penalty: 5332.583984
	Iteration 101Q: 3 clusters Score -3970066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -3970068.000000 Penalty: 5332.583984
	Iteration 102Q: 3 clusters Score -3970068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -3970074.000000 Penalty: 5332.583984
	Iteration 103Q: 3 clusters Score -3970074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -3970073.250000 Penalty: 5332.583984
	Iteration 104Q: 3 clusters Score -3970073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -3970070.000000 Penalty: 5332.583984
	Iteration 105Q: 3 clusters Score -3970070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -3970067.750000 Penalty: 5332.583984
	Iteration 106Q: 3 clusters Score -3970068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -3970062.250000 Penalty: 5332.583984
	Iteration 107Q: 3 clusters Score -3970062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -3970061.250000 Penalty: 5332.583984
	Iteration 108Q: 3 clusters Score -3970061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -3970063.000000 Penalty: 5332.583984
	Iteration 109Q: 3 clusters Score -3970063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -3970069.000000 Penalty: 5332.583984
	Iteration 110Q: 3 clusters Score -3970069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -3970067.750000 Penalty: 5332.583984
	Iteration 111Q: 3 clusters Score -3970068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -3970072.000000 Penalty: 5332.583984
	Iteration 112Q: 3 clusters Score -3970072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -3970075.000000 Penalty: 5332.583984
	Iteration 113Q: 3 clusters Score -3970075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -3970075.500000 Penalty: 5332.583984
	Iteration 114Q: 3 clusters Score -3970076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -3970075.500000 Penalty: 5332.583984
	Iteration 115F: 3 clusters Score -3970076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 79572 members 
Mstep: Class 12 contains 59251 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Entering Unmasked Estep 
Score: -112806024.000000 Penalty: 80433.531250
Splitting cluster 10 changes total score from -112608704.000000 to -112806024.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (79572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79572 members 
Entering Unmasked Estep 
Score: -7019213.500000 Penalty: 2798.535400
	Iteration 0F: 2 clusters Score -7019214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -6965848.500000 Penalty: 5597.070801
	Iteration 0F: 3 clusters Score -6965848 nChanged 37497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6999514 nChanged 6846
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Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7020874 nChanged 1461
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Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7021712 nChanged 1230
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Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7022346 nChanged 990
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Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7023020 nChanged 590
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Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7023188 nChanged 415
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Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7023280 nChanged 300
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Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7023298 nChanged 263
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Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7023340 nChanged 230
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Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7023396 nChanged 185
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Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7023392 nChanged 135
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Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7023408 nChanged 134
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Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7023434 nChanged 102
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Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7023452 nChanged 98
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Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 54379 members 
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	Iteration 26Q: 3 clusters Score -7023476 nChanged 94
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Mstep: Class 1 contains 25287 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7023482 nChanged 89
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	Iteration 28Q: 3 clusters Score -7023490 nChanged 84
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	Iteration 29Q: 3 clusters Score -7023483 nChanged 80
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Mstep: Class 1 contains 25532 members 
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	Iteration 30Q: 3 clusters Score -7023503 nChanged 61
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Mstep: Class 2 contains 53979 members 
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Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7023510 nChanged 59
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Mstep: Class 2 contains 53866 members 
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	Iteration 33Q: 3 clusters Score -7023534 nChanged 46
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7023542 nChanged 42
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	Iteration 35Q: 3 clusters Score -7023544 nChanged 40
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	Iteration 36Q: 3 clusters Score -7023528 nChanged 34
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7023538 nChanged 30
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Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7023533 nChanged 36
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Mstep: Class 1 contains 25930 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7023535 nChanged 40
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Mstep: Class 1 contains 25968 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7023542 nChanged 45
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Mstep: Class 1 contains 26011 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7023536 nChanged 52
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	Iteration 43Q: 3 clusters Score -7023554 nChanged 45
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Mstep: Class 1 contains 26207 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7023582 nChanged 44
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	Iteration 46Q: 3 clusters Score -7023576 nChanged 39
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	Iteration 47Q: 3 clusters Score -7023582 nChanged 31
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	Iteration 48Q: 3 clusters Score -7023580 nChanged 30
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	Iteration 49Q: 3 clusters Score -7023580 nChanged 27
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	Iteration 50Q: 3 clusters Score -7023571 nChanged 35
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	Iteration 51Q: 3 clusters Score -7023570 nChanged 34
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	Iteration 53Q: 3 clusters Score -7023563 nChanged 32
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	Iteration 54Q: 3 clusters Score -7023576 nChanged 38
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	Iteration 55Q: 3 clusters Score -7023570 nChanged 27
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	Iteration 56Q: 3 clusters Score -7023571 nChanged 28
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	Iteration 57Q: 3 clusters Score -7023567 nChanged 26
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	Iteration 58Q: 3 clusters Score -7023565 nChanged 33
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	Iteration 59Q: 3 clusters Score -7023577 nChanged 27
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	Iteration 60F: 3 clusters Score -7023580 nChanged 27
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	Iteration 61Q: 3 clusters Score -7023572 nChanged 28
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	Iteration 62Q: 3 clusters Score -7023570 nChanged 30
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	Iteration 63Q: 3 clusters Score -7023574 nChanged 27
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	Iteration 64Q: 3 clusters Score -7023576 nChanged 31
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	Iteration 65Q: 3 clusters Score -7023586 nChanged 31
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	Iteration 66Q: 3 clusters Score -7023592 nChanged 35
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	Iteration 67Q: 3 clusters Score -7023584 nChanged 45
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	Iteration 68Q: 3 clusters Score -7023595 nChanged 50
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	Iteration 69Q: 3 clusters Score -7023590 nChanged 45
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	Iteration 70Q: 3 clusters Score -7023602 nChanged 57
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	Iteration 71Q: 3 clusters Score -7023600 nChanged 61
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	Iteration 72Q: 3 clusters Score -7023599 nChanged 54
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	Iteration 73Q: 3 clusters Score -7023591 nChanged 53
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	Iteration 74Q: 3 clusters Score -7023588 nChanged 64
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	Iteration 75Q: 3 clusters Score -7023602 nChanged 46
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	Iteration 76Q: 3 clusters Score -7023615 nChanged 47
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	Iteration 77Q: 3 clusters Score -7023622 nChanged 53
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	Iteration 78Q: 3 clusters Score -7023610 nChanged 34
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	Iteration 79Q: 3 clusters Score -7023608 nChanged 30
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	Iteration 80F: 3 clusters Score -7023612 nChanged 26
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	Iteration 81Q: 3 clusters Score -7023600 nChanged 27
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	Iteration 82Q: 3 clusters Score -7023597 nChanged 24
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	Iteration 83Q: 3 clusters Score -7023593 nChanged 23
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	Iteration 84Q: 3 clusters Score -7023603 nChanged 16
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	Iteration 85Q: 3 clusters Score -7023606 nChanged 17
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	Iteration 86Q: 3 clusters Score -7023600 nChanged 16
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	Iteration 87Q: 3 clusters Score -7023592 nChanged 19
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	Iteration 88Q: 3 clusters Score -7023595 nChanged 17
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	Iteration 89Q: 3 clusters Score -7023593 nChanged 14
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	Iteration 90Q: 3 clusters Score -7023593 nChanged 8
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	Iteration 91Q: 3 clusters Score -7023591 nChanged 13
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	Iteration 92Q: 3 clusters Score -7023592 nChanged 13
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	Iteration 93Q: 3 clusters Score -7023588 nChanged 5
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Entering Unmasked Estep 
Score: -7023592.500000 Penalty: 5597.070801
	Iteration 94Q: 3 clusters Score -7023592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -7023596.000000 Penalty: 5597.070801
	Iteration 95Q: 3 clusters Score -7023596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -7023590.000000 Penalty: 5597.070801
	Iteration 96Q: 3 clusters Score -7023590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -7023590.500000 Penalty: 5597.070801
	Iteration 97Q: 3 clusters Score -7023590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -7023589.500000 Penalty: 5597.070801
	Iteration 98Q: 3 clusters Score -7023590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -7023592.500000 Penalty: 5597.070801
	Iteration 99Q: 3 clusters Score -7023592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -7023589.500000 Penalty: 5597.070801
	Iteration 100F: 3 clusters Score -7023590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 59251 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Mstep: Class 24 contains 51796 members 
Entering Unmasked Estep 
Score: -112810672.000000 Penalty: 83930.640625
Splitting cluster 11 changes total score from -112608704.000000 to -112810672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (59251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Entering Unmasked Estep 
Score: -4693520.500000 Penalty: 2725.405518
	Iteration 0F: 2 clusters Score -4693520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -4653781.500000 Penalty: 5450.811035
	Iteration 0F: 3 clusters Score -4653782 nChanged 27595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4670553.000000 Penalty: 5450.811035
	Iteration 1F: 3 clusters Score -4670553 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -4674082.000000 Penalty: 5450.811035
	Iteration 2F: 3 clusters Score -4674082 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -4679406.000000 Penalty: 5450.811035
	Iteration 3F: 3 clusters Score -4679406 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4684892.500000 Penalty: 5450.811035
	Iteration 4F: 3 clusters Score -4684892 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4688789.000000 Penalty: 5450.811035
	Iteration 5F: 3 clusters Score -4688789 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4690758.500000 Penalty: 5450.811035
	Iteration 6F: 3 clusters Score -4690758 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4691643.500000 Penalty: 5450.811035
	Iteration 7Q: 3 clusters Score -4691644 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4692052.500000 Penalty: 5450.811035
	Iteration 8Q: 3 clusters Score -4692052 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -4692183.000000 Penalty: 5450.811035
	Iteration 9Q: 3 clusters Score -4692183 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -4692260.500000 Penalty: 5450.811035
	Iteration 10Q: 3 clusters Score -4692260 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4692300.500000 Penalty: 5450.811035
	Iteration 11Q: 3 clusters Score -4692300 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4692321.500000 Penalty: 5450.811035
	Iteration 12Q: 3 clusters Score -4692322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -4692367.500000 Penalty: 5450.811035
	Iteration 13Q: 3 clusters Score -4692368 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4692371.000000 Penalty: 5450.811035
	Iteration 14Q: 3 clusters Score -4692371 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -4692390.500000 Penalty: 5450.811035
	Iteration 15Q: 3 clusters Score -4692390 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4692400.000000 Penalty: 5450.811035
	Iteration 16Q: 3 clusters Score -4692400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4692413.500000 Penalty: 5450.811035
	Iteration 17Q: 3 clusters Score -4692414 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4692414.500000 Penalty: 5450.811035
	Iteration 18Q: 3 clusters Score -4692414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4692403.000000 Penalty: 5450.811035
	Iteration 19Q: 3 clusters Score -4692403 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4692414.000000 Penalty: 5450.811035
	Iteration 20F: 3 clusters Score -4692414 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4692439.500000 Penalty: 5450.811035
	Iteration 21Q: 3 clusters Score -4692440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4692475.000000 Penalty: 5450.811035
	Iteration 22Q: 3 clusters Score -4692475 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -4692478.500000 Penalty: 5450.811035
	Iteration 23Q: 3 clusters Score -4692478 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4692495.500000 Penalty: 5450.811035
	Iteration 24Q: 3 clusters Score -4692496 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4692499.000000 Penalty: 5450.811035
	Iteration 25Q: 3 clusters Score -4692499 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4692500.500000 Penalty: 5450.811035
	Iteration 26Q: 3 clusters Score -4692500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4692525.500000 Penalty: 5450.811035
	Iteration 27Q: 3 clusters Score -4692526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4692537.000000 Penalty: 5450.811035
	Iteration 28Q: 3 clusters Score -4692537 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4692551.000000 Penalty: 5450.811035
	Iteration 29Q: 3 clusters Score -4692551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -4692556.500000 Penalty: 5450.811035
	Iteration 30Q: 3 clusters Score -4692556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -4692554.000000 Penalty: 5450.811035
	Iteration 31Q: 3 clusters Score -4692554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4692546.500000 Penalty: 5450.811035
	Iteration 32Q: 3 clusters Score -4692546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4692558.000000 Penalty: 5450.811035
	Iteration 33Q: 3 clusters Score -4692558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4692558.000000 Penalty: 5450.811035
	Iteration 34Q: 3 clusters Score -4692558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4692559.000000 Penalty: 5450.811035
	Iteration 35Q: 3 clusters Score -4692559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4692559.000000 Penalty: 5450.811035
	Iteration 36Q: 3 clusters Score -4692559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4692556.000000 Penalty: 5450.811035
	Iteration 37Q: 3 clusters Score -4692556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4692548.500000 Penalty: 5450.811035
	Iteration 38Q: 3 clusters Score -4692548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4692550.000000 Penalty: 5450.811035
	Iteration 39Q: 3 clusters Score -4692550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4692553.500000 Penalty: 5450.811035
	Iteration 40F: 3 clusters Score -4692554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -4692557.000000 Penalty: 5450.811035
	Iteration 41Q: 3 clusters Score -4692557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4692566.500000 Penalty: 5450.811035
	Iteration 42Q: 3 clusters Score -4692566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4692582.000000 Penalty: 5450.811035
	Iteration 43Q: 3 clusters Score -4692582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4692579.500000 Penalty: 5450.811035
	Iteration 44Q: 3 clusters Score -4692580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4692585.000000 Penalty: 5450.811035
	Iteration 45Q: 3 clusters Score -4692585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4692583.500000 Penalty: 5450.811035
	Iteration 46Q: 3 clusters Score -4692584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4692584.500000 Penalty: 5450.811035
	Iteration 47Q: 3 clusters Score -4692584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4692599.500000 Penalty: 5450.811035
	Iteration 48Q: 3 clusters Score -4692600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -4692594.000000 Penalty: 5450.811035
	Iteration 49Q: 3 clusters Score -4692594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4692586.500000 Penalty: 5450.811035
	Iteration 50Q: 3 clusters Score -4692586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4692596.000000 Penalty: 5450.811035
	Iteration 51Q: 3 clusters Score -4692596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4692595.500000 Penalty: 5450.811035
	Iteration 52Q: 3 clusters Score -4692596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4692588.000000 Penalty: 5450.811035
	Iteration 53Q: 3 clusters Score -4692588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -4692589.500000 Penalty: 5450.811035
	Iteration 54Q: 3 clusters Score -4692590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4692587.500000 Penalty: 5450.811035
	Iteration 55Q: 3 clusters Score -4692588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4692580.000000 Penalty: 5450.811035
	Iteration 56Q: 3 clusters Score -4692580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4692600.500000 Penalty: 5450.811035
	Iteration 57Q: 3 clusters Score -4692600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4692595.000000 Penalty: 5450.811035
	Iteration 58Q: 3 clusters Score -4692595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4692605.000000 Penalty: 5450.811035
	Iteration 59Q: 3 clusters Score -4692605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4692612.000000 Penalty: 5450.811035
	Iteration 60F: 3 clusters Score -4692612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4692617.500000 Penalty: 5450.811035
	Iteration 61Q: 3 clusters Score -4692618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -4692612.500000 Penalty: 5450.811035
	Iteration 62Q: 3 clusters Score -4692612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4692606.500000 Penalty: 5450.811035
	Iteration 63Q: 3 clusters Score -4692606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4692612.500000 Penalty: 5450.811035
	Iteration 64Q: 3 clusters Score -4692612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4692613.500000 Penalty: 5450.811035
	Iteration 65Q: 3 clusters Score -4692614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4692610.000000 Penalty: 5450.811035
	Iteration 66Q: 3 clusters Score -4692610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4692608.500000 Penalty: 5450.811035
	Iteration 67Q: 3 clusters Score -4692608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4692606.500000 Penalty: 5450.811035
	Iteration 68Q: 3 clusters Score -4692606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4692609.000000 Penalty: 5450.811035
	Iteration 69Q: 3 clusters Score -4692609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -4692611.500000 Penalty: 5450.811035
	Iteration 70Q: 3 clusters Score -4692612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4692607.000000 Penalty: 5450.811035
	Iteration 71Q: 3 clusters Score -4692607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4692614.500000 Penalty: 5450.811035
	Iteration 72Q: 3 clusters Score -4692614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4692622.500000 Penalty: 5450.811035
	Iteration 73Q: 3 clusters Score -4692622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4692616.500000 Penalty: 5450.811035
	Iteration 74Q: 3 clusters Score -4692616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -4692604.500000 Penalty: 5450.811035
	Iteration 75Q: 3 clusters Score -4692604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -4692614.500000 Penalty: 5450.811035
	Iteration 76Q: 3 clusters Score -4692614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4692610.500000 Penalty: 5450.811035
	Iteration 77Q: 3 clusters Score -4692610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4692606.000000 Penalty: 5450.811035
	Iteration 78Q: 3 clusters Score -4692606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4692613.000000 Penalty: 5450.811035
	Iteration 79Q: 3 clusters Score -4692613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4692619.000000 Penalty: 5450.811035
	Iteration 80F: 3 clusters Score -4692619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4692615.500000 Penalty: 5450.811035
	Iteration 81Q: 3 clusters Score -4692616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4692613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4692606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4692616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4692614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4692614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4692620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4692616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4692615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4692621.000000 Penalty: 5450.811035
	Iteration 90Q: 3 clusters Score -4692621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4692634.500000 Penalty: 5450.811035
	Iteration 91Q: 3 clusters Score -4692634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4692629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4692635.500000 Penalty: 5450.811035
	Iteration 93Q: 3 clusters Score -4692636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4692648.500000 Penalty: 5450.811035
	Iteration 94Q: 3 clusters Score -4692648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4692641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4692651.000000 Penalty: 5450.811035
	Iteration 96Q: 3 clusters Score -4692651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4692650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4692640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4692644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4692647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4692648 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -4692659.500000 Penalty: 5450.811035
	Iteration 102Q: 3 clusters Score -4692660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4692665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4692670 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4692672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4692680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4692678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4692679 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4692684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4692685 nChanged 55
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Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4692688 nChanged 60
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Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4692690 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4692690 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4692698 nChanged 50
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Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4692712 nChanged 41
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Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4692712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4692706 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4692707 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4692703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4692705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4692710 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4692710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4692698 nChanged 49
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Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4692702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4692690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4692684 nChanged 55
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Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4692688 nChanged 58
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Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4692690 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4692692 nChanged 81
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Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 34303 members 
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	Iteration 132Q: 3 clusters Score -4692698 nChanged 76
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Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4692709 nChanged 82
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Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4692714 nChanged 75
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Mstep: Class 1 contains 24725 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4692730 nChanged 63
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Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4692736 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4692746 nChanged 66
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Mstep: Class 1 contains 24544 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4692744 nChanged 68
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Mstep: Class 1 contains 24476 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4692756 nChanged 63
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Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4692766 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4692741 nChanged 63
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Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 34949 members 
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	Iteration 142Q: 3 clusters Score -4692747 nChanged 52
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Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4692755 nChanged 57
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Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4692762 nChanged 49
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Mstep: Class 1 contains 24148 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24108 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4692768 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 35192 members 
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	Iteration 147Q: 3 clusters Score -4692774 nChanged 60
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Mstep: Class 1 contains 24003 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4692778 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23943 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4692776 nChanged 63
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Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4692782 nChanged 68
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	Iteration 151Q: 3 clusters Score -4692785 nChanged 57
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Mstep: Class 2 contains 35488 members 
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	Iteration 152Q: 3 clusters Score -4692779 nChanged 60
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Mstep: Class 1 contains 23705 members 
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	Iteration 153Q: 3 clusters Score -4692778 nChanged 66
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Mstep: Class 1 contains 23641 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4692794 nChanged 70
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Mstep: Class 1 contains 23573 members 
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	Iteration 155Q: 3 clusters Score -4692790 nChanged 80
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Mstep: Class 1 contains 23493 members 
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	Iteration 156Q: 3 clusters Score -4692794 nChanged 67
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	Iteration 157Q: 3 clusters Score -4692803 nChanged 79
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	Iteration 158Q: 3 clusters Score -4692798 nChanged 82
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	Iteration 159Q: 3 clusters Score -4692808 nChanged 88
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	Iteration 160F: 3 clusters Score -4692811 nChanged 106
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	Iteration 161Q: 3 clusters Score -4692813 nChanged 111
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	Iteration 162Q: 3 clusters Score -4692824 nChanged 118
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4692832 nChanged 127
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	Iteration 164Q: 3 clusters Score -4692836 nChanged 121
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Mstep: Class 1 contains 22612 members 
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	Iteration 165Q: 3 clusters Score -4692846 nChanged 130
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	Iteration 166Q: 3 clusters Score -4692845 nChanged 117
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	Iteration 167Q: 3 clusters Score -4692865 nChanged 114
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	Iteration 168Q: 3 clusters Score -4692870 nChanged 100
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	Iteration 171Q: 3 clusters Score -4692891 nChanged 114
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Entering Unmasked Estep 
Score: -4692918.000000 Penalty: 5450.811035
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4692948 nChanged 96
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Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4692949 nChanged 96
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Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4692940 nChanged 118
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Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4692952 nChanged 136
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Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4692949 nChanged 138
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Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20477 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20026 members 
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Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19458 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18981 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18825 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17829 members 
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Mstep: Class 1 contains 17699 members 
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Mstep: Class 1 contains 17575 members 
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Mstep: Class 1 contains 17436 members 
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Mstep: Class 2 contains 42115 members 
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Mstep: Class 1 contains 15657 members 
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Mstep: Class 1 contains 15400 members 
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Mstep: Class 1 contains 14844 members 
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Mstep: Class 1 contains 14562 members 
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Mstep: Class 1 contains 14311 members 
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Mstep: Class 1 contains 14042 members 
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	Iteration 220F: 3 clusters Score -4693878 nChanged 286
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Mstep: Class 1 contains 13780 members 
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	Iteration 222Q: 3 clusters Score -4693974 nChanged 285
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Mstep: Class 1 contains 13246 members 
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	Iteration 223Q: 3 clusters Score -4694030 nChanged 269
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Mstep: Class 1 contains 12753 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4694160 nChanged 289
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	Iteration 226Q: 3 clusters Score -4694286 nChanged 295
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Mstep: Class 1 contains 12233 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4694416 nChanged 352
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Mstep: Class 1 contains 11955 members 
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	Iteration 228Q: 3 clusters Score -4694620 nChanged 340
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	Iteration 229Q: 3 clusters Score -4694768 nChanged 360
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Mstep: Class 1 contains 11437 members 
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	Iteration 230Q: 3 clusters Score -4694882 nChanged 329
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Mstep: Class 1 contains 11198 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4695018 nChanged 314
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Mstep: Class 1 contains 10982 members 
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	Iteration 232Q: 3 clusters Score -4695122 nChanged 297
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Mstep: Class 1 contains 10783 members 
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Mstep: Class 1 contains 10632 members 
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	Iteration 234Q: 3 clusters Score -4695240 nChanged 193
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Mstep: Class 1 contains 10495 members 
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Mstep: Class 1 contains 10376 members 
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	Iteration 237Q: 3 clusters Score -4695307 nChanged 124
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4695332 nChanged 93
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Mstep: Class 1 contains 10091 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -4695346 nChanged 67
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Mstep: Class 1 contains 10028 members 
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	Iteration 240F: 3 clusters Score -4695337 nChanged 63
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Mstep: Class 1 contains 9971 members 
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Mstep: Class 1 contains 9916 members 
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Mstep: Class 1 contains 9851 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4695371 nChanged 62
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Mstep: Class 1 contains 9789 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9734 members 
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	Iteration 247Q: 3 clusters Score -4695388 nChanged 31
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	Iteration 248Q: 3 clusters Score -4695376 nChanged 20
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	Iteration 251Q: 3 clusters Score -4695398 nChanged 22
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	Iteration 254Q: 3 clusters Score -4695427 nChanged 39
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	Iteration 255Q: 3 clusters Score -4695412 nChanged 54
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	Iteration 256Q: 3 clusters Score -4695428 nChanged 50
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	Iteration 257Q: 3 clusters Score -4695428 nChanged 43
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	Iteration 258Q: 3 clusters Score -4695434 nChanged 36
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	Iteration 259Q: 3 clusters Score -4695439 nChanged 28
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Mstep: Class 1 contains 9252 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -4695435 nChanged 30
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Mstep: Class 1 contains 9222 members 
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	Iteration 261Q: 3 clusters Score -4695428 nChanged 27
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -4695444 nChanged 19
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	Iteration 263Q: 3 clusters Score -4695434 nChanged 17
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	Iteration 264Q: 3 clusters Score -4695436 nChanged 27
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4695442 nChanged 23
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Entering Unmasked Estep 
Score: -4695431.500000 Penalty: 5450.811035
	Iteration 266Q: 3 clusters Score -4695432 nChanged 16
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	Iteration 267Q: 3 clusters Score -4695422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -4695436.000000 Penalty: 5450.811035
	Iteration 268Q: 3 clusters Score -4695436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -4695424.000000 Penalty: 5450.811035
	Iteration 269Q: 3 clusters Score -4695424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -4695417.000000 Penalty: 5450.811035
	Iteration 270Q: 3 clusters Score -4695417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -4695415.000000 Penalty: 5450.811035
	Iteration 271Q: 3 clusters Score -4695415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -4695414.500000 Penalty: 5450.811035
	Iteration 272Q: 3 clusters Score -4695414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -4695411.500000 Penalty: 5450.811035
	Iteration 273Q: 3 clusters Score -4695412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -4695423.000000 Penalty: 5450.811035
	Iteration 274Q: 3 clusters Score -4695423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -4695427.500000 Penalty: 5450.811035
	Iteration 275Q: 3 clusters Score -4695428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -4695421.500000 Penalty: 5450.811035
	Iteration 276Q: 3 clusters Score -4695422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -4695426.500000 Penalty: 5450.811035
	Iteration 277Q: 3 clusters Score -4695426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -4695437.000000 Penalty: 5450.811035
	Iteration 278Q: 3 clusters Score -4695437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -4695438.500000 Penalty: 5450.811035
	Iteration 279Q: 3 clusters Score -4695438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -4695432.000000 Penalty: 5450.811035
	Iteration 280F: 3 clusters Score -4695432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -4695431.000000 Penalty: 5450.811035
	Iteration 281Q: 3 clusters Score -4695431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -4695417.500000 Penalty: 5450.811035
	Iteration 282Q: 3 clusters Score -4695418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -4695421.000000 Penalty: 5450.811035
	Iteration 283Q: 3 clusters Score -4695421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -4695428.500000 Penalty: 5450.811035
	Iteration 284Q: 3 clusters Score -4695428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -4695430.000000 Penalty: 5450.811035
	Iteration 285Q: 3 clusters Score -4695430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -4695429.000000 Penalty: 5450.811035
	Iteration 286Q: 3 clusters Score -4695429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -4695432.000000 Penalty: 5450.811035
	Iteration 287Q: 3 clusters Score -4695432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -4695439.000000 Penalty: 5450.811035
	Iteration 288Q: 3 clusters Score -4695439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -4695434.500000 Penalty: 5450.811035
	Iteration 289Q: 3 clusters Score -4695434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -4695442.500000 Penalty: 5450.811035
	Iteration 290Q: 3 clusters Score -4695442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -4695426.000000 Penalty: 5450.811035
	Iteration 291Q: 3 clusters Score -4695426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -4695435.500000 Penalty: 5450.811035
	Iteration 292Q: 3 clusters Score -4695436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -4695443.000000 Penalty: 5450.811035
	Iteration 293Q: 3 clusters Score -4695443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -4695449.500000 Penalty: 5450.811035
	Iteration 294Q: 3 clusters Score -4695450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -4695458.500000 Penalty: 5450.811035
	Iteration 295Q: 3 clusters Score -4695458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -4695456.000000 Penalty: 5450.811035
	Iteration 296Q: 3 clusters Score -4695456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -4695462.500000 Penalty: 5450.811035
	Iteration 297Q: 3 clusters Score -4695462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -4695456.500000 Penalty: 5450.811035
	Iteration 298Q: 3 clusters Score -4695456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -4695465.000000 Penalty: 5450.811035
	Iteration 299Q: 3 clusters Score -4695465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -4695462.000000 Penalty: 5450.811035
	Iteration 300F: 3 clusters Score -4695462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -4695462.500000 Penalty: 5450.811035
	Iteration 301Q: 3 clusters Score -4695462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -4695462.000000 Penalty: 5450.811035
	Iteration 302Q: 3 clusters Score -4695462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -4695480.000000 Penalty: 5450.811035
	Iteration 303Q: 3 clusters Score -4695480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -4695484.000000 Penalty: 5450.811035
	Iteration 304Q: 3 clusters Score -4695484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -4695477.500000 Penalty: 5450.811035
	Iteration 305Q: 3 clusters Score -4695478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -4695478.000000 Penalty: 5450.811035
	Iteration 306Q: 3 clusters Score -4695478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -4695483.000000 Penalty: 5450.811035
	Iteration 307Q: 3 clusters Score -4695483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -4695484.000000 Penalty: 5450.811035
	Iteration 308Q: 3 clusters Score -4695484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -4695488.000000 Penalty: 5450.811035
	Iteration 309Q: 3 clusters Score -4695488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -4695478.500000 Penalty: 5450.811035
	Iteration 310Q: 3 clusters Score -4695478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -4695490.000000 Penalty: 5450.811035
	Iteration 311Q: 3 clusters Score -4695490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -4695493.500000 Penalty: 5450.811035
	Iteration 312Q: 3 clusters Score -4695494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -4695492.000000 Penalty: 5450.811035
	Iteration 313Q: 3 clusters Score -4695492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -4695498.500000 Penalty: 5450.811035
	Iteration 314Q: 3 clusters Score -4695498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -4695505.000000 Penalty: 5450.811035
	Iteration 315Q: 3 clusters Score -4695505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -4695501.000000 Penalty: 5450.811035
	Iteration 316Q: 3 clusters Score -4695501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -4695502.000000 Penalty: 5450.811035
	Iteration 317Q: 3 clusters Score -4695502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -4695507.500000 Penalty: 5450.811035
	Iteration 318Q: 3 clusters Score -4695508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -4695497.500000 Penalty: 5450.811035
	Iteration 319Q: 3 clusters Score -4695498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -4695494.000000 Penalty: 5450.811035
	Iteration 320F: 3 clusters Score -4695494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -4695492.000000 Penalty: 5450.811035
	Iteration 321Q: 3 clusters Score -4695492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -4695488.000000 Penalty: 5450.811035
	Iteration 322Q: 3 clusters Score -4695488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -4695493.500000 Penalty: 5450.811035
	Iteration 323Q: 3 clusters Score -4695494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -4695487.000000 Penalty: 5450.811035
	Iteration 324Q: 3 clusters Score -4695487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -4695487.500000 Penalty: 5450.811035
	Iteration 325Q: 3 clusters Score -4695488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -4695494.000000 Penalty: 5450.811035
	Iteration 326Q: 3 clusters Score -4695494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -4695499.500000 Penalty: 5450.811035
	Iteration 327Q: 3 clusters Score -4695500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -4695498.000000 Penalty: 5450.811035
	Iteration 328Q: 3 clusters Score -4695498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -4695498.000000 Penalty: 5450.811035
	Iteration 329F: 3 clusters Score -4695498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 8200 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 21315 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 51051 members 
Entering Unmasked Estep 
Score: -112811512.000000 Penalty: 87427.757812
Splitting cluster 12 changes total score from -112608704.000000 to -112811512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (21315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21315 members 
Entering Unmasked Estep 
Score: -1800069.625000 Penalty: 2471.857178
	Iteration 0F: 2 clusters Score -1800070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1785204.250000 Penalty: 4943.714355
	Iteration 0F: 3 clusters Score -1785204 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1790634.375000 Penalty: 4943.714355
	Iteration 1F: 3 clusters Score -1790634 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1791863.750000 Penalty: 4943.714355
	Iteration 2F: 3 clusters Score -1791864 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1793473.125000 Penalty: 4943.714355
	Iteration 3F: 3 clusters Score -1793473 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1795141.000000 Penalty: 4943.714355
	Iteration 4F: 3 clusters Score -1795141 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1796557.125000 Penalty: 4943.714355
	Iteration 5F: 3 clusters Score -1796557 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1797688.375000 Penalty: 4943.714355
	Iteration 6F: 3 clusters Score -1797688 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1798704.875000 Penalty: 4943.714355
	Iteration 7F: 3 clusters Score -1798705 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1799534.500000 Penalty: 4943.714355
	Iteration 8Q: 3 clusters Score -1799534 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1800193.125000 Penalty: 4943.714355
	Iteration 9Q: 3 clusters Score -1800193 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1800605.375000 Penalty: 4943.714355
	Iteration 10Q: 3 clusters Score -1800605 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1800802.375000 Penalty: 4943.714355
	Iteration 11Q: 3 clusters Score -1800802 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1800892.750000 Penalty: 4943.714355
	Iteration 12Q: 3 clusters Score -1800893 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1800948.125000 Penalty: 4943.714355
	Iteration 13Q: 3 clusters Score -1800948 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1800997.250000 Penalty: 4943.714355
	Iteration 14Q: 3 clusters Score -1800997 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1801026.750000 Penalty: 4943.714355
	Iteration 15Q: 3 clusters Score -1801027 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1801056.500000 Penalty: 4943.714355
	Iteration 16Q: 3 clusters Score -1801056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1801071.875000 Penalty: 4943.714355
	Iteration 17Q: 3 clusters Score -1801072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1801087.500000 Penalty: 4943.714355
	Iteration 18Q: 3 clusters Score -1801088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1801104.125000 Penalty: 4943.714355
	Iteration 19Q: 3 clusters Score -1801104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1801122.125000 Penalty: 4943.714355
	Iteration 20F: 3 clusters Score -1801122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1801134.250000 Penalty: 4943.714355
	Iteration 21Q: 3 clusters Score -1801134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1801141.750000 Penalty: 4943.714355
	Iteration 22Q: 3 clusters Score -1801142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1801138.500000 Penalty: 4943.714355
	Iteration 23Q: 3 clusters Score -1801138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1801143.750000 Penalty: 4943.714355
	Iteration 24Q: 3 clusters Score -1801144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1801148.375000 Penalty: 4943.714355
	Iteration 25Q: 3 clusters Score -1801148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1801153.375000 Penalty: 4943.714355
	Iteration 26Q: 3 clusters Score -1801153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1801157.625000 Penalty: 4943.714355
	Iteration 27Q: 3 clusters Score -1801158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1801160.000000 Penalty: 4943.714355
	Iteration 28Q: 3 clusters Score -1801160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1801160.875000 Penalty: 4943.714355
	Iteration 29Q: 3 clusters Score -1801161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1801172.250000 Penalty: 4943.714355
	Iteration 30Q: 3 clusters Score -1801172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1801175.375000 Penalty: 4943.714355
	Iteration 31Q: 3 clusters Score -1801175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1801176.750000 Penalty: 4943.714355
	Iteration 32Q: 3 clusters Score -1801177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1801173.875000 Penalty: 4943.714355
	Iteration 33Q: 3 clusters Score -1801174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1801174.250000 Penalty: 4943.714355
	Iteration 34Q: 3 clusters Score -1801174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1801177.875000 Penalty: 4943.714355
	Iteration 35Q: 3 clusters Score -1801178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1801181.875000 Penalty: 4943.714355
	Iteration 36Q: 3 clusters Score -1801182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1801183.125000 Penalty: 4943.714355
	Iteration 37Q: 3 clusters Score -1801183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1801185.875000 Penalty: 4943.714355
	Iteration 38Q: 3 clusters Score -1801186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1801188.000000 Penalty: 4943.714355
	Iteration 39Q: 3 clusters Score -1801188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1801194.000000 Penalty: 4943.714355
	Iteration 40F: 3 clusters Score -1801194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1801195.250000 Penalty: 4943.714355
	Iteration 41Q: 3 clusters Score -1801195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1801192.125000 Penalty: 4943.714355
	Iteration 42Q: 3 clusters Score -1801192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1801193.375000 Penalty: 4943.714355
	Iteration 43Q: 3 clusters Score -1801193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1801197.250000 Penalty: 4943.714355
	Iteration 44Q: 3 clusters Score -1801197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1801194.375000 Penalty: 4943.714355
	Iteration 45Q: 3 clusters Score -1801194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1801194.875000 Penalty: 4943.714355
	Iteration 46Q: 3 clusters Score -1801195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1801195.000000 Penalty: 4943.714355
	Iteration 47Q: 3 clusters Score -1801195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1801197.500000 Penalty: 4943.714355
	Iteration 48Q: 3 clusters Score -1801198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1801198.875000 Penalty: 4943.714355
	Iteration 49Q: 3 clusters Score -1801199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1801195.000000 Penalty: 4943.714355
	Iteration 50Q: 3 clusters Score -1801195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1801198.125000 Penalty: 4943.714355
	Iteration 51Q: 3 clusters Score -1801198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1801200.375000 Penalty: 4943.714355
	Iteration 52Q: 3 clusters Score -1801200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1801200.500000 Penalty: 4943.714355
	Iteration 53Q: 3 clusters Score -1801200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1801207.125000 Penalty: 4943.714355
	Iteration 54Q: 3 clusters Score -1801207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1801208.250000 Penalty: 4943.714355
	Iteration 55Q: 3 clusters Score -1801208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1801207.250000 Penalty: 4943.714355
	Iteration 56Q: 3 clusters Score -1801207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1801210.000000 Penalty: 4943.714355
	Iteration 57Q: 3 clusters Score -1801210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1801211.500000 Penalty: 4943.714355
	Iteration 58Q: 3 clusters Score -1801212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1801213.250000 Penalty: 4943.714355
	Iteration 59Q: 3 clusters Score -1801213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1801216.875000 Penalty: 4943.714355
	Iteration 60F: 3 clusters Score -1801217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1801220.875000 Penalty: 4943.714355
	Iteration 61Q: 3 clusters Score -1801221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1801221.125000 Penalty: 4943.714355
	Iteration 62Q: 3 clusters Score -1801221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1801226.375000 Penalty: 4943.714355
	Iteration 63Q: 3 clusters Score -1801226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1801227.375000 Penalty: 4943.714355
	Iteration 64Q: 3 clusters Score -1801227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1801230.000000 Penalty: 4943.714355
	Iteration 65Q: 3 clusters Score -1801230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1801235.500000 Penalty: 4943.714355
	Iteration 66Q: 3 clusters Score -1801236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1801241.875000 Penalty: 4943.714355
	Iteration 67Q: 3 clusters Score -1801242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1801244.625000 Penalty: 4943.714355
	Iteration 68Q: 3 clusters Score -1801245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1801245.625000 Penalty: 4943.714355
	Iteration 69Q: 3 clusters Score -1801246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1801258.625000 Penalty: 4943.714355
	Iteration 70Q: 3 clusters Score -1801259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1801264.125000 Penalty: 4943.714355
	Iteration 71Q: 3 clusters Score -1801264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1801271.250000 Penalty: 4943.714355
	Iteration 72Q: 3 clusters Score -1801271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1801295.125000 Penalty: 4943.714355
	Iteration 73Q: 3 clusters Score -1801295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1801301.625000 Penalty: 4943.714355
	Iteration 74Q: 3 clusters Score -1801302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1801327.125000 Penalty: 4943.714355
	Iteration 75Q: 3 clusters Score -1801327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1801366.375000 Penalty: 4943.714355
	Iteration 76Q: 3 clusters Score -1801366 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1801407.125000 Penalty: 4943.714355
	Iteration 77Q: 3 clusters Score -1801407 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1801457.250000 Penalty: 4943.714355
	Iteration 78Q: 3 clusters Score -1801457 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1801517.500000 Penalty: 4943.714355
	Iteration 79Q: 3 clusters Score -1801518 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1801591.500000 Penalty: 4943.714355
	Iteration 80F: 3 clusters Score -1801592 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1801672.750000 Penalty: 4943.714355
	Iteration 81Q: 3 clusters Score -1801673 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1801789.750000 Penalty: 4943.714355
	Iteration 82Q: 3 clusters Score -1801790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1801928.375000 Penalty: 4943.714355
	Iteration 83Q: 3 clusters Score -1801928 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1802093.250000 Penalty: 4943.714355
	Iteration 84Q: 3 clusters Score -1802093 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1802237.250000 Penalty: 4943.714355
	Iteration 85Q: 3 clusters Score -1802237 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1802326.750000 Penalty: 4943.714355
	Iteration 86Q: 3 clusters Score -1802327 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1802378.875000 Penalty: 4943.714355
	Iteration 87Q: 3 clusters Score -1802379 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1802414.500000 Penalty: 4943.714355
	Iteration 88Q: 3 clusters Score -1802414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1802440.500000 Penalty: 4943.714355
	Iteration 89Q: 3 clusters Score -1802440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1802460.750000 Penalty: 4943.714355
	Iteration 90Q: 3 clusters Score -1802461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1802477.625000 Penalty: 4943.714355
	Iteration 91Q: 3 clusters Score -1802478 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1802488.375000 Penalty: 4943.714355
	Iteration 92Q: 3 clusters Score -1802488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1802498.500000 Penalty: 4943.714355
	Iteration 93Q: 3 clusters Score -1802498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1802501.625000 Penalty: 4943.714355
	Iteration 94Q: 3 clusters Score -1802502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1802504.125000 Penalty: 4943.714355
	Iteration 95Q: 3 clusters Score -1802504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1802500.875000 Penalty: 4943.714355
	Iteration 96Q: 3 clusters Score -1802501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1802504.250000 Penalty: 4943.714355
	Iteration 97Q: 3 clusters Score -1802504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1802506.375000 Penalty: 4943.714355
	Iteration 98Q: 3 clusters Score -1802506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1802505.375000 Penalty: 4943.714355
	Iteration 99Q: 3 clusters Score -1802505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1802504.750000 Penalty: 4943.714355
	Iteration 100F: 3 clusters Score -1802505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1802504.250000 Penalty: 4943.714355
	Iteration 101Q: 3 clusters Score -1802504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1802506.750000 Penalty: 4943.714355
	Iteration 102Q: 3 clusters Score -1802507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1802508.625000 Penalty: 4943.714355
	Iteration 103Q: 3 clusters Score -1802509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1802509.500000 Penalty: 4943.714355
	Iteration 104Q: 3 clusters Score -1802510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1802509.500000 Penalty: 4943.714355
	Iteration 105F: 3 clusters Score -1802510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 8200 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 3173 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 51051 members 
Mstep: Class 26 contains 8252 members 
Entering Unmasked Estep 
Score: -112813192.000000 Penalty: 90924.867188
Splitting cluster 14 changes total score from -112608704.000000 to -112813192.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -223578.921875 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -223578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -220246.140625 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -220246.1 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -221179.515625 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -221179.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -221562.187500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -221562.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -221908.734375 Penalty: 3998.966797
	Iteration 3F: 3 clusters Score -221908.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -222302.031250 Penalty: 3998.966797
	Iteration 4F: 3 clusters Score -222302 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -222685.765625 Penalty: 3998.966797
	Iteration 5F: 3 clusters Score -222685.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -223051.515625 Penalty: 3998.966797
	Iteration 6F: 3 clusters Score -223051.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -223326.375000 Penalty: 3998.966797
	Iteration 7F: 3 clusters Score -223326.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -223467.046875 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -223467 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -223552.093750 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -223552.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -223616.484375 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -223616.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -223689.937500 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -223689.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -223728.078125 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -223728.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -223749.203125 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -223749.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -223762.375000 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -223762.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -223782.812500 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -223782.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -223800.375000 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -223800.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -223816.218750 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -223816.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -223831.765625 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -223831.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -223854.031250 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -223854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -223888.187500 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -223888.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -223931.906250 Penalty: 3998.966797
	Iteration 21Q: 3 clusters Score -223931.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -223964.046875 Penalty: 3998.966797
	Iteration 22Q: 3 clusters Score -223964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -223980.875000 Penalty: 3998.966797
	Iteration 23Q: 3 clusters Score -223980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -223984.671875 Penalty: 3998.966797
	Iteration 24Q: 3 clusters Score -223984.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -223986.609375 Penalty: 3998.966797
	Iteration 25Q: 3 clusters Score -223986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -223987.640625 Penalty: 3998.966797
	Iteration 26Q: 3 clusters Score -223987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223987.953125 Penalty: 3998.966797
	Iteration 27Q: 3 clusters Score -223988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223987.953125 Penalty: 3998.966797
	Iteration 28F: 3 clusters Score -223988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 8200 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 18815 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 51051 members 
Mstep: Class 26 contains 8252 members 
Mstep: Class 27 contains 1104 members 
Entering Unmasked Estep 
Score: -112812144.000000 Penalty: 94421.976562
Splitting cluster 15 changes total score from -112608704.000000 to -112812144.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (18815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Entering Unmasked Estep 
Score: -1424755.125000 Penalty: 2440.917725
	Iteration 0F: 2 clusters Score -1424755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1411668.750000 Penalty: 4881.835449
	Iteration 0F: 3 clusters Score -1411669 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1419277.500000 Penalty: 4881.835449
	Iteration 1F: 3 clusters Score -1419278 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1428184.125000 Penalty: 4881.835449
	Iteration 2F: 3 clusters Score -1428184 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1436408.000000 Penalty: 4881.835449
	Iteration 3F: 3 clusters Score -1436408 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1441473.875000 Penalty: 4881.835449
	Iteration 4F: 3 clusters Score -1441474 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1443069.500000 Penalty: 4881.835449
	Iteration 5F: 3 clusters Score -1443070 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1443615.625000 Penalty: 4881.835449
	Iteration 6Q: 3 clusters Score -1443616 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1443805.125000 Penalty: 4881.835449
	Iteration 7Q: 3 clusters Score -1443805 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1443892.750000 Penalty: 4881.835449
	Iteration 8Q: 3 clusters Score -1443893 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1443923.625000 Penalty: 4881.835449
	Iteration 9Q: 3 clusters Score -1443924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1443948.250000 Penalty: 4881.835449
	Iteration 10Q: 3 clusters Score -1443948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1443955.375000 Penalty: 4881.835449
	Iteration 11Q: 3 clusters Score -1443955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1443973.250000 Penalty: 4881.835449
	Iteration 12Q: 3 clusters Score -1443973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1443972.125000 Penalty: 4881.835449
	Iteration 13Q: 3 clusters Score -1443972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1443972.750000 Penalty: 4881.835449
	Iteration 14Q: 3 clusters Score -1443973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1443977.500000 Penalty: 4881.835449
	Iteration 15Q: 3 clusters Score -1443978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1443981.375000 Penalty: 4881.835449
	Iteration 16Q: 3 clusters Score -1443981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1443980.000000 Penalty: 4881.835449
	Iteration 17Q: 3 clusters Score -1443980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1443982.375000 Penalty: 4881.835449
	Iteration 18Q: 3 clusters Score -1443982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1443981.375000 Penalty: 4881.835449
	Iteration 19Q: 3 clusters Score -1443981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1443981.375000 Penalty: 4881.835449
	Iteration 20F: 3 clusters Score -1443981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 8200 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 33155 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 51051 members 
Mstep: Class 26 contains 8252 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 6267 members 
Entering Unmasked Estep 
Score: -112830384.000000 Penalty: 97919.085938
Splitting cluster 16 changes total score from -112608704.000000 to -112830384.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (33155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Entering Unmasked Estep 
Score: -2898433.500000 Penalty: 2581.419434
	Iteration 0F: 2 clusters Score -2898434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2875806.250000 Penalty: 5162.838867
	Iteration 0F: 3 clusters Score -2875806 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2884072.500000 Penalty: 5162.838867
	Iteration 1F: 3 clusters Score -2884072 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2884653.250000 Penalty: 5162.838867
	Iteration 2Q: 3 clusters Score -2884653 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2885214.000000 Penalty: 5162.838867
	Iteration 3Q: 3 clusters Score -2885214 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2885888.000000 Penalty: 5162.838867
	Iteration 4Q: 3 clusters Score -2885888 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2886734.250000 Penalty: 5162.838867
	Iteration 5Q: 3 clusters Score -2886734 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2887769.000000 Penalty: 5162.838867
	Iteration 6F: 3 clusters Score -2887769 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2889044.750000 Penalty: 5162.838867
	Iteration 7F: 3 clusters Score -2889045 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -2890512.500000 Penalty: 5162.838867
	Iteration 8F: 3 clusters Score -2890512 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2892140.000000 Penalty: 5162.838867
	Iteration 9F: 3 clusters Score -2892140 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2893796.000000 Penalty: 5162.838867
	Iteration 10F: 3 clusters Score -2893796 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2895590.750000 Penalty: 5162.838867
	Iteration 11Q: 3 clusters Score -2895591 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2897201.000000 Penalty: 5162.838867
	Iteration 12Q: 3 clusters Score -2897201 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2898143.250000 Penalty: 5162.838867
	Iteration 13Q: 3 clusters Score -2898143 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2898550.500000 Penalty: 5162.838867
	Iteration 14Q: 3 clusters Score -2898550 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2898702.250000 Penalty: 5162.838867
	Iteration 15Q: 3 clusters Score -2898702 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2898739.750000 Penalty: 5162.838867
	Iteration 16Q: 3 clusters Score -2898740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2898759.500000 Penalty: 5162.838867
	Iteration 17Q: 3 clusters Score -2898760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2898786.000000 Penalty: 5162.838867
	Iteration 18Q: 3 clusters Score -2898786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2898792.000000 Penalty: 5162.838867
	Iteration 19Q: 3 clusters Score -2898792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2898796.000000 Penalty: 5162.838867
	Iteration 20F: 3 clusters Score -2898796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2898792.500000 Penalty: 5162.838867
	Iteration 21Q: 3 clusters Score -2898792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2898793.500000 Penalty: 5162.838867
	Iteration 22Q: 3 clusters Score -2898794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2898797.250000 Penalty: 5162.838867
	Iteration 23Q: 3 clusters Score -2898797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2898799.500000 Penalty: 5162.838867
	Iteration 24Q: 3 clusters Score -2898800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2898800.500000 Penalty: 5162.838867
	Iteration 25Q: 3 clusters Score -2898800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2898802.000000 Penalty: 5162.838867
	Iteration 26Q: 3 clusters Score -2898802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2898802.000000 Penalty: 5162.838867
	Iteration 27Q: 3 clusters Score -2898802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2898803.000000 Penalty: 5162.838867
	Iteration 28Q: 3 clusters Score -2898803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2898805.500000 Penalty: 5162.838867
	Iteration 29Q: 3 clusters Score -2898806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2898803.750000 Penalty: 5162.838867
	Iteration 30Q: 3 clusters Score -2898804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2898803.750000 Penalty: 5162.838867
	Iteration 31F: 3 clusters Score -2898804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 8200 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 14224 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 51051 members 
Mstep: Class 26 contains 8252 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 6267 members 
Mstep: Class 29 contains 18931 members 
Entering Unmasked Estep 
Score: -112829416.000000 Penalty: 101416.195312
Splitting cluster 17 changes total score from -112608704.000000 to -112829416.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (22628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Entering Unmasked Estep 
Score: -2005450.625000 Penalty: 2486.681885
	Iteration 0F: 2 clusters Score -2005451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1989641.500000 Penalty: 4973.363770
	Iteration 0F: 3 clusters Score -1989642 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1995150.000000 Penalty: 4973.363770
	Iteration 1F: 3 clusters Score -1995150 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1995572.125000 Penalty: 4973.363770
	Iteration 2F: 3 clusters Score -1995572 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1995975.375000 Penalty: 4973.363770
	Iteration 3Q: 3 clusters Score -1995975 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1996332.375000 Penalty: 4973.363770
	Iteration 4Q: 3 clusters Score -1996332 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1996687.875000 Penalty: 4973.363770
	Iteration 5Q: 3 clusters Score -1996688 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1997085.125000 Penalty: 4973.363770
	Iteration 6Q: 3 clusters Score -1997085 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1997550.750000 Penalty: 4973.363770
	Iteration 7Q: 3 clusters Score -1997551 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1998097.750000 Penalty: 4973.363770
	Iteration 8Q: 3 clusters Score -1998098 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1998726.375000 Penalty: 4973.363770
	Iteration 9Q: 3 clusters Score -1998726 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1999329.750000 Penalty: 4973.363770
	Iteration 10Q: 3 clusters Score -1999330 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1999938.500000 Penalty: 4973.363770
	Iteration 11Q: 3 clusters Score -1999938 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2000414.875000 Penalty: 4973.363770
	Iteration 12Q: 3 clusters Score -2000415 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2000798.250000 Penalty: 4973.363770
	Iteration 13Q: 3 clusters Score -2000798 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2001088.000000 Penalty: 4973.363770
	Iteration 14Q: 3 clusters Score -2001088 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2001315.125000 Penalty: 4973.363770
	Iteration 15Q: 3 clusters Score -2001315 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2001521.125000 Penalty: 4973.363770
	Iteration 16Q: 3 clusters Score -2001521 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2001694.375000 Penalty: 4973.363770
	Iteration 17Q: 3 clusters Score -2001694 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2001847.875000 Penalty: 4973.363770
	Iteration 18Q: 3 clusters Score -2001848 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2001978.750000 Penalty: 4973.363770
	Iteration 19Q: 3 clusters Score -2001979 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2002101.875000 Penalty: 4973.363770
	Iteration 20F: 3 clusters Score -2002102 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2002198.500000 Penalty: 4973.363770
	Iteration 21Q: 3 clusters Score -2002198 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2002301.500000 Penalty: 4973.363770
	Iteration 22Q: 3 clusters Score -2002302 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2002372.625000 Penalty: 4973.363770
	Iteration 23Q: 3 clusters Score -2002373 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2002430.875000 Penalty: 4973.363770
	Iteration 24Q: 3 clusters Score -2002431 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2002488.125000 Penalty: 4973.363770
	Iteration 25Q: 3 clusters Score -2002488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2002534.625000 Penalty: 4973.363770
	Iteration 26Q: 3 clusters Score -2002535 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2002585.500000 Penalty: 4973.363770
	Iteration 27Q: 3 clusters Score -2002586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2002620.625000 Penalty: 4973.363770
	Iteration 28Q: 3 clusters Score -2002621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2002662.250000 Penalty: 4973.363770
	Iteration 29Q: 3 clusters Score -2002662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2002689.625000 Penalty: 4973.363770
	Iteration 30Q: 3 clusters Score -2002690 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2002724.875000 Penalty: 4973.363770
	Iteration 31Q: 3 clusters Score -2002725 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2002760.250000 Penalty: 4973.363770
	Iteration 32Q: 3 clusters Score -2002760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2002781.750000 Penalty: 4973.363770
	Iteration 33Q: 3 clusters Score -2002782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2002805.750000 Penalty: 4973.363770
	Iteration 34Q: 3 clusters Score -2002806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2002826.125000 Penalty: 4973.363770
	Iteration 35Q: 3 clusters Score -2002826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2002853.875000 Penalty: 4973.363770
	Iteration 36Q: 3 clusters Score -2002854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2002877.125000 Penalty: 4973.363770
	Iteration 37Q: 3 clusters Score -2002877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2002898.250000 Penalty: 4973.363770
	Iteration 38Q: 3 clusters Score -2002898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2002920.125000 Penalty: 4973.363770
	Iteration 39Q: 3 clusters Score -2002920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2002940.125000 Penalty: 4973.363770
	Iteration 40F: 3 clusters Score -2002940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2002961.500000 Penalty: 4973.363770
	Iteration 41Q: 3 clusters Score -2002962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2002984.750000 Penalty: 4973.363770
	Iteration 42Q: 3 clusters Score -2002985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2003002.625000 Penalty: 4973.363770
	Iteration 43Q: 3 clusters Score -2003003 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2003029.125000 Penalty: 4973.363770
	Iteration 44Q: 3 clusters Score -2003029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2003047.375000 Penalty: 4973.363770
	Iteration 45Q: 3 clusters Score -2003047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2003069.625000 Penalty: 4973.363770
	Iteration 46Q: 3 clusters Score -2003070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2003085.875000 Penalty: 4973.363770
	Iteration 47Q: 3 clusters Score -2003086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2003102.500000 Penalty: 4973.363770
	Iteration 48Q: 3 clusters Score -2003102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2003111.250000 Penalty: 4973.363770
	Iteration 49Q: 3 clusters Score -2003111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2003124.250000 Penalty: 4973.363770
	Iteration 50Q: 3 clusters Score -2003124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2003132.125000 Penalty: 4973.363770
	Iteration 51Q: 3 clusters Score -2003132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2003144.375000 Penalty: 4973.363770
	Iteration 52Q: 3 clusters Score -2003144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2003155.125000 Penalty: 4973.363770
	Iteration 53Q: 3 clusters Score -2003155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2003162.750000 Penalty: 4973.363770
	Iteration 54Q: 3 clusters Score -2003163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2003172.250000 Penalty: 4973.363770
	Iteration 55Q: 3 clusters Score -2003172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2003179.750000 Penalty: 4973.363770
	Iteration 56Q: 3 clusters Score -2003180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2003186.750000 Penalty: 4973.363770
	Iteration 57Q: 3 clusters Score -2003187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2003188.625000 Penalty: 4973.363770
	Iteration 58Q: 3 clusters Score -2003189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2003192.625000 Penalty: 4973.363770
	Iteration 59Q: 3 clusters Score -2003193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2003203.875000 Penalty: 4973.363770
	Iteration 60F: 3 clusters Score -2003204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2003212.250000 Penalty: 4973.363770
	Iteration 61Q: 3 clusters Score -2003212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2003225.500000 Penalty: 4973.363770
	Iteration 62Q: 3 clusters Score -2003226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2003238.125000 Penalty: 4973.363770
	Iteration 63Q: 3 clusters Score -2003238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2003259.250000 Penalty: 4973.363770
	Iteration 64Q: 3 clusters Score -2003259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2003270.000000 Penalty: 4973.363770
	Iteration 65Q: 3 clusters Score -2003270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2003272.750000 Penalty: 4973.363770
	Iteration 66Q: 3 clusters Score -2003273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2003280.000000 Penalty: 4973.363770
	Iteration 67Q: 3 clusters Score -2003280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2003285.125000 Penalty: 4973.363770
	Iteration 68Q: 3 clusters Score -2003285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2003290.375000 Penalty: 4973.363770
	Iteration 69Q: 3 clusters Score -2003290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2003296.250000 Penalty: 4973.363770
	Iteration 70Q: 3 clusters Score -2003296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2003308.000000 Penalty: 4973.363770
	Iteration 71Q: 3 clusters Score -2003308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2003328.625000 Penalty: 4973.363770
	Iteration 72Q: 3 clusters Score -2003329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2003342.750000 Penalty: 4973.363770
	Iteration 73Q: 3 clusters Score -2003343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2003357.375000 Penalty: 4973.363770
	Iteration 74Q: 3 clusters Score -2003357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2003369.875000 Penalty: 4973.363770
	Iteration 75Q: 3 clusters Score -2003370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2003379.000000 Penalty: 4973.363770
	Iteration 76Q: 3 clusters Score -2003379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2003388.000000 Penalty: 4973.363770
	Iteration 77Q: 3 clusters Score -2003388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2003390.875000 Penalty: 4973.363770
	Iteration 78Q: 3 clusters Score -2003391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2003394.125000 Penalty: 4973.363770
	Iteration 79Q: 3 clusters Score -2003394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2003396.625000 Penalty: 4973.363770
	Iteration 80F: 3 clusters Score -2003397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2003398.250000 Penalty: 4973.363770
	Iteration 81Q: 3 clusters Score -2003398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2003398.250000 Penalty: 4973.363770
	Iteration 82F: 3 clusters Score -2003398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Entering Unmasked Estep 
Score: -990420.937500 Penalty: 2316.093262
	Iteration 0F: 2 clusters Score -990420.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -981853.562500 Penalty: 4632.186523
	Iteration 0F: 3 clusters Score -981853.6 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -984456.687500 Penalty: 4632.186523
	Iteration 1F: 3 clusters Score -984456.7 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -984864.687500 Penalty: 4632.186523
	Iteration 2F: 3 clusters Score -984864.7 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -985214.875000 Penalty: 4632.186523
	Iteration 3F: 3 clusters Score -985214.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -985622.250000 Penalty: 4632.186523
	Iteration 4F: 3 clusters Score -985622.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -986187.000000 Penalty: 4632.186523
	Iteration 5F: 3 clusters Score -986187 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -986945.562500 Penalty: 4632.186523
	Iteration 6F: 3 clusters Score -986945.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -987982.562500 Penalty: 4632.186523
	Iteration 7F: 3 clusters Score -987982.6 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -989336.812500 Penalty: 4632.186523
	Iteration 8F: 3 clusters Score -989336.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -991257.625000 Penalty: 4632.186523
	Iteration 9F: 3 clusters Score -991257.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -993930.000000 Penalty: 4632.186523
	Iteration 10F: 3 clusters Score -993930 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -995152.687500 Penalty: 4632.186523
	Iteration 11Q: 3 clusters Score -995152.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -995206.750000 Penalty: 4632.186523
	Iteration 12Q: 3 clusters Score -995206.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -995207.000000 Penalty: 4632.186523
	Iteration 13Q: 3 clusters Score -995207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -995210.875000 Penalty: 4632.186523
	Iteration 14Q: 3 clusters Score -995210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -995208.812500 Penalty: 4632.186523
	Iteration 15Q: 3 clusters Score -995208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -995210.125000 Penalty: 4632.186523
	Iteration 16Q: 3 clusters Score -995210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -995211.312500 Penalty: 4632.186523
	Iteration 17Q: 3 clusters Score -995211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -995210.812500 Penalty: 4632.186523
	Iteration 18Q: 3 clusters Score -995210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -995210.812500 Penalty: 4632.186523
	Iteration 19F: 3 clusters Score -995210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 8200 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 14224 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 4584 members 
Mstep: Class 20 contains 22720 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 257322 members 
Mstep: Class 23 contains 39605 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 51051 members 
Mstep: Class 26 contains 8252 members 
Mstep: Class 27 contains 1104 members 
Mstep: Class 28 contains 6267 members 
Mstep: Class 29 contains 18931 members 
Mstep: Class 30 contains 6790 members 
Entering Unmasked Estep 
Score: -112832856.000000 Penalty: 104913.304688
Splitting cluster 19 changes total score from -112608704.000000 to -112832856.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 6505 members 
Mstep: Class 3 contains 87316 members 
Mstep: Class 4 contains 26918 members 
Mstep: Class 5 contains 11470 members 
Mstep: Class 6 contains 36149 members 
Mstep: Class 7 contains 20371 members 
Mstep: Class 8 contains 418896 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 7080 members 
Mstep: Class 11 contains 27776 members 
Mstep: Class 12 contains 8200 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 14224 members 
Mstep: Class 18 contains 22628 members 
Mstep: Class 19 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112863928.000000 Penalty: 104913.304688
Iteration 39Q: 31 clusters Score -1.128639e+08 nChanged 39168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 127947 members 
Mstep: Class 2 contains 6677 members 
Mstep: Class 3 contains 90232 members 
Mstep: Class 4 contains 28056 members 
Mstep: Class 5 contains 12043 members 
Mstep: Class 6 contains 34198 members 
Mstep: Class 7 contains 20605 members 
Mstep: Class 8 contains 419795 members 
Mstep: Class 9 contains 12898 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 29509 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 13411 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 12641 members 
Mstep: Class 17 contains 14519 members 
Mstep: Class 18 contains 23416 members 
Mstep: Class 19 contains 4930 members 
Mstep: Class 20 contains 22762 members 
Mstep: Class 21 contains 5027 members 
Mstep: Class 22 contains 250640 members 
Mstep: Class 23 contains 37509 members 
Mstep: Class 24 contains 51076 members 
Mstep: Class 25 contains 47324 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 1165 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 17950 members 
Mstep: Class 30 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112893712.000000 Penalty: 104913.304688
Iteration 40F: 31 clusters Score -1.128937e+08 nChanged 38611
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 92702 members 
Mstep: Class 4 contains 28105 members 
Mstep: Class 5 contains 12172 members 
Mstep: Class 6 contains 30449 members 
Mstep: Class 7 contains 19693 members 
Mstep: Class 8 contains 418459 members 
Mstep: Class 9 contains 11933 members 
Mstep: Class 10 contains 7494 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 10113 members 
Mstep: Class 13 contains 6668 members 
Mstep: Class 14 contains 13155 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 12426 members 
Mstep: Class 17 contains 14580 members 
Mstep: Class 18 contains 23274 members 
Mstep: Class 19 contains 5209 members 
Mstep: Class 20 contains 23526 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 253904 members 
Mstep: Class 23 contains 36553 members 
Mstep: Class 24 contains 51008 members 
Mstep: Class 25 contains 48522 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 1351 members 
Mstep: Class 28 contains 5202 members 
Mstep: Class 29 contains 18044 members 
Mstep: Class 30 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112907384.000000 Penalty: 104913.304688
Iteration 41Q: 31 clusters Score -1.129074e+08 nChanged 22454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 6221 members 
Mstep: Class 3 contains 94802 members 
Mstep: Class 4 contains 28163 members 
Mstep: Class 5 contains 12246 members 
Mstep: Class 6 contains 27788 members 
Mstep: Class 7 contains 19039 members 
Mstep: Class 8 contains 417951 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 31172 members 
Mstep: Class 12 contains 10561 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 13010 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 12225 members 
Mstep: Class 17 contains 14734 members 
Mstep: Class 18 contains 23298 members 
Mstep: Class 19 contains 5529 members 
Mstep: Class 20 contains 24123 members 
Mstep: Class 21 contains 5391 members 
Mstep: Class 22 contains 255729 members 
Mstep: Class 23 contains 35598 members 
Mstep: Class 24 contains 51128 members 
Mstep: Class 25 contains 48990 members 
Mstep: Class 26 contains 8199 members 
Mstep: Class 27 contains 1479 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 18058 members 
Mstep: Class 30 contains 8157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112914664.000000 Penalty: 104913.304688
Iteration 42Q: 31 clusters Score -1.129147e+08 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 96481 members 
Mstep: Class 4 contains 28201 members 
Mstep: Class 5 contains 12255 members 
Mstep: Class 6 contains 25879 members 
Mstep: Class 7 contains 18509 members 
Mstep: Class 8 contains 417773 members 
Mstep: Class 9 contains 10674 members 
Mstep: Class 10 contains 7650 members 
Mstep: Class 11 contains 31486 members 
Mstep: Class 12 contains 10891 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 12917 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 16 contains 12094 members 
Mstep: Class 17 contains 14888 members 
Mstep: Class 18 contains 23451 members 
Mstep: Class 19 contains 5847 members 
Mstep: Class 20 contains 24598 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 257249 members 
Mstep: Class 23 contains 34779 members 
Mstep: Class 24 contains 51337 members 
Mstep: Class 25 contains 49039 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 1561 members 
Mstep: Class 28 contains 4821 members 
Mstep: Class 29 contains 18046 members 
Mstep: Class 30 contains 8577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112920104.000000 Penalty: 104913.304688
Iteration 43Q: 31 clusters Score -1.129201e+08 nChanged 13649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 6180 members 
Mstep: Class 3 contains 97772 members 
Mstep: Class 4 contains 28216 members 
Mstep: Class 5 contains 12240 members 
Mstep: Class 6 contains 24533 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 417645 members 
Mstep: Class 9 contains 10187 members 
Mstep: Class 10 contains 7742 members 
Mstep: Class 11 contains 31497 members 
Mstep: Class 12 contains 11141 members 
Mstep: Class 13 contains 6922 members 
Mstep: Class 14 contains 12835 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 12004 members 
Mstep: Class 17 contains 15049 members 
Mstep: Class 18 contains 23621 members 
Mstep: Class 19 contains 6140 members 
Mstep: Class 20 contains 24985 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 258749 members 
Mstep: Class 23 contains 34031 members 
Mstep: Class 24 contains 51605 members 
Mstep: Class 25 contains 48946 members 
Mstep: Class 26 contains 8323 members 
Mstep: Class 27 contains 1632 members 
Mstep: Class 28 contains 4675 members 
Mstep: Class 29 contains 18010 members 
Mstep: Class 30 contains 8959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112924400.000000 Penalty: 104913.304688
Iteration 44Q: 31 clusters Score -1.129244e+08 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 118253 members 
Mstep: Class 2 contains 6157 members 
Mstep: Class 3 contains 98737 members 
Mstep: Class 4 contains 28202 members 
Mstep: Class 5 contains 12219 members 
Mstep: Class 6 contains 23514 members 
Mstep: Class 7 contains 17664 members 
Mstep: Class 8 contains 417531 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 7854 members 
Mstep: Class 11 contains 31347 members 
Mstep: Class 12 contains 11361 members 
Mstep: Class 13 contains 6946 members 
Mstep: Class 14 contains 12758 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 16 contains 11924 members 
Mstep: Class 17 contains 15247 members 
Mstep: Class 18 contains 23781 members 
Mstep: Class 19 contains 6403 members 
Mstep: Class 20 contains 25318 members 
Mstep: Class 21 contains 5819 members 
Mstep: Class 22 contains 260334 members 
Mstep: Class 23 contains 33339 members 
Mstep: Class 24 contains 51898 members 
Mstep: Class 25 contains 48807 members 
Mstep: Class 26 contains 8374 members 
Mstep: Class 27 contains 1691 members 
Mstep: Class 28 contains 4601 members 
Mstep: Class 29 contains 17956 members 
Mstep: Class 30 contains 9320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112927384.000000 Penalty: 104913.304688
Iteration 45Q: 31 clusters Score -1.129274e+08 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 116700 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 99481 members 
Mstep: Class 4 contains 28169 members 
Mstep: Class 5 contains 12188 members 
Mstep: Class 6 contains 22734 members 
Mstep: Class 7 contains 17295 members 
Mstep: Class 8 contains 417469 members 
Mstep: Class 9 contains 9435 members 
Mstep: Class 10 contains 7932 members 
Mstep: Class 11 contains 31062 members 
Mstep: Class 12 contains 11553 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 3754 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 15447 members 
Mstep: Class 18 contains 23921 members 
Mstep: Class 19 contains 6645 members 
Mstep: Class 20 contains 25584 members 
Mstep: Class 21 contains 5937 members 
Mstep: Class 22 contains 261897 members 
Mstep: Class 23 contains 32782 members 
Mstep: Class 24 contains 52184 members 
Mstep: Class 25 contains 48660 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 4536 members 
Mstep: Class 29 contains 17930 members 
Mstep: Class 30 contains 9584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112929240.000000 Penalty: 104913.304688
Iteration 46Q: 31 clusters Score -1.129292e+08 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 115219 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 99971 members 
Mstep: Class 4 contains 28132 members 
Mstep: Class 5 contains 12178 members 
Mstep: Class 6 contains 22183 members 
Mstep: Class 7 contains 16976 members 
Mstep: Class 8 contains 417446 members 
Mstep: Class 9 contains 9214 members 
Mstep: Class 10 contains 8011 members 
Mstep: Class 11 contains 30745 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 12653 members 
Mstep: Class 15 contains 3854 members 
Mstep: Class 16 contains 11840 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 24021 members 
Mstep: Class 19 contains 6873 members 
Mstep: Class 20 contains 25809 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 263365 members 
Mstep: Class 23 contains 32290 members 
Mstep: Class 24 contains 52434 members 
Mstep: Class 25 contains 48482 members 
Mstep: Class 26 contains 8447 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 4492 members 
Mstep: Class 29 contains 17917 members 
Mstep: Class 30 contains 9823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112929856.000000 Penalty: 104913.304688
Iteration 47Q: 31 clusters Score -1.129299e+08 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 100303 members 
Mstep: Class 4 contains 28108 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 21758 members 
Mstep: Class 7 contains 16693 members 
Mstep: Class 8 contains 417424 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 8088 members 
Mstep: Class 11 contains 30446 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 6947 members 
Mstep: Class 14 contains 12606 members 
Mstep: Class 15 contains 3929 members 
Mstep: Class 16 contains 11814 members 
Mstep: Class 17 contains 15841 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 7084 members 
Mstep: Class 20 contains 25984 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 264848 members 
Mstep: Class 23 contains 31877 members 
Mstep: Class 24 contains 52614 members 
Mstep: Class 25 contains 48337 members 
Mstep: Class 26 contains 8479 members 
Mstep: Class 27 contains 1780 members 
Mstep: Class 28 contains 4436 members 
Mstep: Class 29 contains 17898 members 
Mstep: Class 30 contains 10044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112931296.000000 Penalty: 104913.304688
Iteration 48Q: 31 clusters Score -1.129313e+08 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 100562 members 
Mstep: Class 4 contains 28097 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 21438 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 8 contains 417398 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 8163 members 
Mstep: Class 11 contains 30182 members 
Mstep: Class 12 contains 12010 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 12531 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 11777 members 
Mstep: Class 17 contains 15998 members 
Mstep: Class 18 contains 24190 members 
Mstep: Class 19 contains 7253 members 
Mstep: Class 20 contains 26147 members 
Mstep: Class 21 contains 6209 members 
Mstep: Class 22 contains 266305 members 
Mstep: Class 23 contains 31546 members 
Mstep: Class 24 contains 52795 members 
Mstep: Class 25 contains 48191 members 
Mstep: Class 26 contains 8509 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 4391 members 
Mstep: Class 29 contains 17871 members 
Mstep: Class 30 contains 10204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112932616.000000 Penalty: 104913.304688
Iteration 49Q: 31 clusters Score -1.129326e+08 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 110862 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 100747 members 
Mstep: Class 4 contains 28073 members 
Mstep: Class 5 contains 12135 members 
Mstep: Class 6 contains 21180 members 
Mstep: Class 7 contains 16209 members 
Mstep: Class 8 contains 417373 members 
Mstep: Class 9 contains 8799 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 29940 members 
Mstep: Class 12 contains 12126 members 
Mstep: Class 13 contains 6973 members 
Mstep: Class 14 contains 12473 members 
Mstep: Class 15 contains 4026 members 
Mstep: Class 16 contains 11756 members 
Mstep: Class 17 contains 16152 members 
Mstep: Class 18 contains 24274 members 
Mstep: Class 19 contains 7415 members 
Mstep: Class 20 contains 26272 members 
Mstep: Class 21 contains 6287 members 
Mstep: Class 22 contains 267779 members 
Mstep: Class 23 contains 31251 members 
Mstep: Class 24 contains 52952 members 
Mstep: Class 25 contains 48029 members 
Mstep: Class 26 contains 8528 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 4357 members 
Mstep: Class 29 contains 17872 members 
Mstep: Class 30 contains 10377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112933944.000000 Penalty: 104913.304688
Iteration 50Q: 31 clusters Score -1.129339e+08 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 100856 members 
Mstep: Class 4 contains 28054 members 
Mstep: Class 5 contains 12122 members 
Mstep: Class 6 contains 20974 members 
Mstep: Class 7 contains 15985 members 
Mstep: Class 8 contains 417359 members 
Mstep: Class 9 contains 8734 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 12243 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 12416 members 
Mstep: Class 15 contains 4059 members 
Mstep: Class 16 contains 11730 members 
Mstep: Class 17 contains 16276 members 
Mstep: Class 18 contains 24364 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 26375 members 
Mstep: Class 21 contains 6359 members 
Mstep: Class 22 contains 269222 members 
Mstep: Class 23 contains 30987 members 
Mstep: Class 24 contains 53093 members 
Mstep: Class 25 contains 47881 members 
Mstep: Class 26 contains 8540 members 
Mstep: Class 27 contains 1888 members 
Mstep: Class 28 contains 4357 members 
Mstep: Class 29 contains 17886 members 
Mstep: Class 30 contains 10536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112934832.000000 Penalty: 104913.304688
Iteration 51Q: 31 clusters Score -1.129348e+08 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 100915 members 
Mstep: Class 4 contains 28021 members 
Mstep: Class 5 contains 12094 members 
Mstep: Class 6 contains 20770 members 
Mstep: Class 7 contains 15749 members 
Mstep: Class 8 contains 417323 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 11 contains 29473 members 
Mstep: Class 12 contains 12360 members 
Mstep: Class 13 contains 7027 members 
Mstep: Class 14 contains 12355 members 
Mstep: Class 15 contains 4124 members 
Mstep: Class 16 contains 11695 members 
Mstep: Class 17 contains 16373 members 
Mstep: Class 18 contains 24436 members 
Mstep: Class 19 contains 7678 members 
Mstep: Class 20 contains 26492 members 
Mstep: Class 21 contains 6441 members 
Mstep: Class 22 contains 270638 members 
Mstep: Class 23 contains 30762 members 
Mstep: Class 24 contains 53231 members 
Mstep: Class 25 contains 47752 members 
Mstep: Class 26 contains 8545 members 
Mstep: Class 27 contains 1916 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 17935 members 
Mstep: Class 30 contains 10673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112935536.000000 Penalty: 104913.304688
Iteration 52Q: 31 clusters Score -1.129355e+08 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 6465 members 
Mstep: Class 3 contains 100951 members 
Mstep: Class 4 contains 28001 members 
Mstep: Class 5 contains 12078 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 15483 members 
Mstep: Class 8 contains 417314 members 
Mstep: Class 9 contains 8665 members 
Mstep: Class 10 contains 8360 members 
Mstep: Class 11 contains 29287 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 7048 members 
Mstep: Class 14 contains 12287 members 
Mstep: Class 15 contains 4203 members 
Mstep: Class 16 contains 11677 members 
Mstep: Class 17 contains 16466 members 
Mstep: Class 18 contains 24483 members 
Mstep: Class 19 contains 7783 members 
Mstep: Class 20 contains 26608 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 272115 members 
Mstep: Class 23 contains 30566 members 
Mstep: Class 24 contains 53346 members 
Mstep: Class 25 contains 47601 members 
Mstep: Class 26 contains 8549 members 
Mstep: Class 27 contains 1951 members 
Mstep: Class 28 contains 4325 members 
Mstep: Class 29 contains 18020 members 
Mstep: Class 30 contains 10791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112936088.000000 Penalty: 104913.304688
Iteration 53Q: 31 clusters Score -1.129361e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 105348 members 
Mstep: Class 2 contains 6466 members 
Mstep: Class 3 contains 100973 members 
Mstep: Class 4 contains 27977 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 20463 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 417325 members 
Mstep: Class 9 contains 8639 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 29134 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 7068 members 
Mstep: Class 14 contains 12207 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 11657 members 
Mstep: Class 17 contains 16526 members 
Mstep: Class 18 contains 24526 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 26712 members 
Mstep: Class 21 contains 6600 members 
Mstep: Class 22 contains 273572 members 
Mstep: Class 23 contains 30384 members 
Mstep: Class 24 contains 53446 members 
Mstep: Class 25 contains 47463 members 
Mstep: Class 26 contains 8559 members 
Mstep: Class 27 contains 1986 members 
Mstep: Class 28 contains 4314 members 
Mstep: Class 29 contains 18119 members 
Mstep: Class 30 contains 10911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112936664.000000 Penalty: 104913.304688
Iteration 54Q: 31 clusters Score -1.129367e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 101011 members 
Mstep: Class 4 contains 27952 members 
Mstep: Class 5 contains 12031 members 
Mstep: Class 6 contains 20348 members 
Mstep: Class 7 contains 14930 members 
Mstep: Class 8 contains 417308 members 
Mstep: Class 9 contains 8618 members 
Mstep: Class 10 contains 8430 members 
Mstep: Class 11 contains 29014 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 7079 members 
Mstep: Class 14 contains 12154 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 17 contains 16585 members 
Mstep: Class 18 contains 24562 members 
Mstep: Class 19 contains 7962 members 
Mstep: Class 20 contains 26790 members 
Mstep: Class 21 contains 6667 members 
Mstep: Class 22 contains 275107 members 
Mstep: Class 23 contains 30211 members 
Mstep: Class 24 contains 53521 members 
Mstep: Class 25 contains 47348 members 
Mstep: Class 26 contains 8567 members 
Mstep: Class 27 contains 2028 members 
Mstep: Class 28 contains 4301 members 
Mstep: Class 29 contains 18220 members 
Mstep: Class 30 contains 11016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112936976.000000 Penalty: 104913.304688
Iteration 55Q: 31 clusters Score -1.12937e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 101025 members 
Mstep: Class 4 contains 27942 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 20255 members 
Mstep: Class 7 contains 14617 members 
Mstep: Class 8 contains 417298 members 
Mstep: Class 9 contains 8593 members 
Mstep: Class 10 contains 8448 members 
Mstep: Class 11 contains 28908 members 
Mstep: Class 12 contains 12700 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 12147 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 11616 members 
Mstep: Class 17 contains 16633 members 
Mstep: Class 18 contains 24563 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 26831 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 276628 members 
Mstep: Class 23 contains 30054 members 
Mstep: Class 24 contains 53570 members 
Mstep: Class 25 contains 47260 members 
Mstep: Class 26 contains 8564 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 4297 members 
Mstep: Class 29 contains 18387 members 
Mstep: Class 30 contains 11133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112937328.000000 Penalty: 104913.304688
Iteration 56Q: 31 clusters Score -1.129373e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 101036 members 
Mstep: Class 4 contains 27934 members 
Mstep: Class 5 contains 12015 members 
Mstep: Class 6 contains 20137 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 417266 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 8460 members 
Mstep: Class 11 contains 28815 members 
Mstep: Class 12 contains 12773 members 
Mstep: Class 13 contains 7074 members 
Mstep: Class 14 contains 12117 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 17 contains 16672 members 
Mstep: Class 18 contains 24570 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 26887 members 
Mstep: Class 21 contains 6799 members 
Mstep: Class 22 contains 278233 members 
Mstep: Class 23 contains 29917 members 
Mstep: Class 24 contains 53606 members 
Mstep: Class 25 contains 47191 members 
Mstep: Class 26 contains 8561 members 
Mstep: Class 27 contains 2096 members 
Mstep: Class 28 contains 4283 members 
Mstep: Class 29 contains 18585 members 
Mstep: Class 30 contains 11249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112938304.000000 Penalty: 104913.304688
Iteration 57Q: 31 clusters Score -1.129383e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 101041 members 
Mstep: Class 4 contains 27914 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 20012 members 
Mstep: Class 7 contains 13834 members 
Mstep: Class 8 contains 417223 members 
Mstep: Class 9 contains 8547 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 11 contains 28748 members 
Mstep: Class 12 contains 12855 members 
Mstep: Class 13 contains 7088 members 
Mstep: Class 14 contains 12097 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 11577 members 
Mstep: Class 17 contains 16706 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 8183 members 
Mstep: Class 20 contains 26929 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 279850 members 
Mstep: Class 23 contains 29773 members 
Mstep: Class 24 contains 53639 members 
Mstep: Class 25 contains 47113 members 
Mstep: Class 26 contains 8562 members 
Mstep: Class 27 contains 2127 members 
Mstep: Class 28 contains 4269 members 
Mstep: Class 29 contains 18842 members 
Mstep: Class 30 contains 11373 members 
Entering Unmasked Estep 
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Iteration 58Q: 31 clusters Score -1.12939e+08 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 101071 members 
Mstep: Class 4 contains 27905 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 19892 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 417177 members 
Mstep: Class 9 contains 8527 members 
Mstep: Class 10 contains 8497 members 
Mstep: Class 11 contains 28669 members 
Mstep: Class 12 contains 12923 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 12072 members 
Mstep: Class 15 contains 4492 members 
Mstep: Class 16 contains 11557 members 
Mstep: Class 17 contains 16755 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 8250 members 
Mstep: Class 20 contains 26977 members 
Mstep: Class 21 contains 6897 members 
Mstep: Class 22 contains 281433 members 
Mstep: Class 23 contains 29628 members 
Mstep: Class 24 contains 53675 members 
Mstep: Class 25 contains 47036 members 
Mstep: Class 26 contains 8562 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 4250 members 
Mstep: Class 29 contains 19167 members 
Mstep: Class 30 contains 11486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112940000.000000 Penalty: 104913.304688
Iteration 59Q: 31 clusters Score -1.1294e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 6552 members 
Mstep: Class 3 contains 101094 members 
Mstep: Class 4 contains 27904 members 
Mstep: Class 5 contains 11975 members 
Mstep: Class 6 contains 19786 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 417147 members 
Mstep: Class 9 contains 8518 members 
Mstep: Class 10 contains 8520 members 
Mstep: Class 11 contains 28609 members 
Mstep: Class 12 contains 13006 members 
Mstep: Class 13 contains 7093 members 
Mstep: Class 14 contains 12044 members 
Mstep: Class 15 contains 4509 members 
Mstep: Class 16 contains 11539 members 
Mstep: Class 17 contains 16813 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 8296 members 
Mstep: Class 20 contains 27008 members 
Mstep: Class 21 contains 6923 members 
Mstep: Class 22 contains 283024 members 
Mstep: Class 23 contains 29506 members 
Mstep: Class 24 contains 53697 members 
Mstep: Class 25 contains 46986 members 
Mstep: Class 26 contains 8565 members 
Mstep: Class 27 contains 2178 members 
Mstep: Class 28 contains 4237 members 
Mstep: Class 29 contains 19555 members 
Mstep: Class 30 contains 11596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112940992.000000 Penalty: 104913.304688
Iteration 60F: 31 clusters Score -1.12941e+08 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 6511 members 
Mstep: Class 3 contains 101144 members 
Mstep: Class 4 contains 27909 members 
Mstep: Class 5 contains 11978 members 
Mstep: Class 6 contains 19663 members 
Mstep: Class 7 contains 12138 members 
Mstep: Class 8 contains 417114 members 
Mstep: Class 9 contains 8512 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 28553 members 
Mstep: Class 12 contains 13094 members 
Mstep: Class 13 contains 7094 members 
Mstep: Class 14 contains 12018 members 
Mstep: Class 15 contains 4609 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 16852 members 
Mstep: Class 18 contains 24684 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 20 contains 27032 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 284682 members 
Mstep: Class 23 contains 29402 members 
Mstep: Class 24 contains 53710 members 
Mstep: Class 25 contains 46916 members 
Mstep: Class 26 contains 8566 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 20045 members 
Mstep: Class 30 contains 11701 members 
Entering Unmasked Estep 
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Score: -112942056.000000 Penalty: 104913.304688
Iteration 61Q: 31 clusters Score -1.129421e+08 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 6484 members 
Mstep: Class 3 contains 101160 members 
Mstep: Class 4 contains 27912 members 
Mstep: Class 5 contains 11978 members 
Mstep: Class 6 contains 19539 members 
Mstep: Class 7 contains 11396 members 
Mstep: Class 8 contains 417099 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 8560 members 
Mstep: Class 11 contains 28510 members 
Mstep: Class 12 contains 13179 members 
Mstep: Class 13 contains 7098 members 
Mstep: Class 14 contains 11985 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 17 contains 16888 members 
Mstep: Class 18 contains 24716 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 27043 members 
Mstep: Class 21 contains 6972 members 
Mstep: Class 22 contains 286417 members 
Mstep: Class 23 contains 29298 members 
Mstep: Class 24 contains 53727 members 
Mstep: Class 25 contains 46860 members 
Mstep: Class 26 contains 8563 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 4159 members 
Mstep: Class 29 contains 20626 members 
Mstep: Class 30 contains 11811 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -1.129429e+08 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 6470 members 
Mstep: Class 3 contains 101191 members 
Mstep: Class 4 contains 27905 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 19445 members 
Mstep: Class 7 contains 10666 members 
Mstep: Class 8 contains 417078 members 
Mstep: Class 9 contains 8519 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 28471 members 
Mstep: Class 12 contains 13299 members 
Mstep: Class 13 contains 7108 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 4743 members 
Mstep: Class 16 contains 11360 members 
Mstep: Class 17 contains 16921 members 
Mstep: Class 18 contains 24772 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 27064 members 
Mstep: Class 21 contains 6980 members 
Mstep: Class 22 contains 288193 members 
Mstep: Class 23 contains 29190 members 
Mstep: Class 24 contains 53748 members 
Mstep: Class 25 contains 46774 members 
Mstep: Class 26 contains 8560 members 
Mstep: Class 27 contains 2231 members 
Mstep: Class 28 contains 4111 members 
Mstep: Class 29 contains 21261 members 
Mstep: Class 30 contains 11878 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -1.129443e+08 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 101229 members 
Mstep: Class 4 contains 27902 members 
Mstep: Class 5 contains 11979 members 
Mstep: Class 6 contains 19317 members 
Mstep: Class 7 contains 10038 members 
Mstep: Class 8 contains 417073 members 
Mstep: Class 9 contains 8517 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 28440 members 
Mstep: Class 12 contains 13455 members 
Mstep: Class 13 contains 7106 members 
Mstep: Class 14 contains 11946 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 11254 members 
Mstep: Class 17 contains 16948 members 
Mstep: Class 18 contains 24792 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 27075 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 290014 members 
Mstep: Class 23 contains 29098 members 
Mstep: Class 24 contains 53769 members 
Mstep: Class 25 contains 46698 members 
Mstep: Class 26 contains 8555 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 21841 members 
Mstep: Class 30 contains 11943 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -1.129458e+08 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 3 contains 101266 members 
Mstep: Class 4 contains 27874 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 19165 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 8 contains 417098 members 
Mstep: Class 9 contains 8515 members 
Mstep: Class 10 contains 8598 members 
Mstep: Class 11 contains 28410 members 
Mstep: Class 12 contains 13585 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 11933 members 
Mstep: Class 15 contains 4844 members 
Mstep: Class 16 contains 11125 members 
Mstep: Class 17 contains 16967 members 
Mstep: Class 18 contains 24841 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 27091 members 
Mstep: Class 21 contains 6956 members 
Mstep: Class 22 contains 291926 members 
Mstep: Class 23 contains 29042 members 
Mstep: Class 24 contains 53781 members 
Mstep: Class 25 contains 46650 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2247 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 22301 members 
Mstep: Class 30 contains 12002 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -1.129476e+08 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 6460 members 
Mstep: Class 3 contains 101326 members 
Mstep: Class 4 contains 27836 members 
Mstep: Class 5 contains 12000 members 
Mstep: Class 6 contains 19009 members 
Mstep: Class 7 contains 9149 members 
Mstep: Class 8 contains 417135 members 
Mstep: Class 9 contains 8509 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 28389 members 
Mstep: Class 12 contains 13674 members 
Mstep: Class 13 contains 7078 members 
Mstep: Class 14 contains 11923 members 
Mstep: Class 15 contains 4934 members 
Mstep: Class 16 contains 10972 members 
Mstep: Class 17 contains 16986 members 
Mstep: Class 18 contains 24896 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 27096 members 
Mstep: Class 21 contains 6932 members 
Mstep: Class 22 contains 293832 members 
Mstep: Class 23 contains 28968 members 
Mstep: Class 24 contains 53795 members 
Mstep: Class 25 contains 46624 members 
Mstep: Class 26 contains 8551 members 
Mstep: Class 27 contains 2256 members 
Mstep: Class 28 contains 3917 members 
Mstep: Class 29 contains 22616 members 
Mstep: Class 30 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 31 clusters Score -1.129498e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 6478 members 
Mstep: Class 3 contains 101386 members 
Mstep: Class 4 contains 27790 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 18846 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 417197 members 
Mstep: Class 9 contains 8506 members 
Mstep: Class 10 contains 8603 members 
Mstep: Class 11 contains 28359 members 
Mstep: Class 12 contains 13671 members 
Mstep: Class 13 contains 7084 members 
Mstep: Class 14 contains 11904 members 
Mstep: Class 15 contains 5013 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 17006 members 
Mstep: Class 18 contains 24929 members 
Mstep: Class 19 contains 8596 members 
Mstep: Class 20 contains 27097 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 295835 members 
Mstep: Class 23 contains 28887 members 
Mstep: Class 24 contains 53801 members 
Mstep: Class 25 contains 46635 members 
Mstep: Class 26 contains 8550 members 
Mstep: Class 27 contains 2262 members 
Mstep: Class 28 contains 3825 members 
Mstep: Class 29 contains 22802 members 
Mstep: Class 30 contains 12102 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -1.129514e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 6485 members 
Mstep: Class 3 contains 101460 members 
Mstep: Class 4 contains 27754 members 
Mstep: Class 5 contains 12003 members 
Mstep: Class 6 contains 18663 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 417290 members 
Mstep: Class 9 contains 8502 members 
Mstep: Class 10 contains 8606 members 
Mstep: Class 11 contains 28326 members 
Mstep: Class 12 contains 13604 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 11880 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 10966 members 
Mstep: Class 17 contains 17024 members 
Mstep: Class 18 contains 24947 members 
Mstep: Class 19 contains 8621 members 
Mstep: Class 20 contains 27101 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 297943 members 
Mstep: Class 23 contains 28824 members 
Mstep: Class 24 contains 53819 members 
Mstep: Class 25 contains 46649 members 
Mstep: Class 26 contains 8549 members 
Mstep: Class 27 contains 2266 members 
Mstep: Class 28 contains 3740 members 
Mstep: Class 29 contains 22888 members 
Mstep: Class 30 contains 12148 members 
Entering Unmasked Estep 
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Iteration 68Q: 31 clusters Score -1.129524e+08 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 80961 members 
Mstep: Class 2 contains 6477 members 
Mstep: Class 3 contains 101534 members 
Mstep: Class 4 contains 27740 members 
Mstep: Class 5 contains 12003 members 
Mstep: Class 6 contains 18476 members 
Mstep: Class 7 contains 8688 members 
Mstep: Class 8 contains 417395 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 8598 members 
Mstep: Class 11 contains 28280 members 
Mstep: Class 12 contains 13453 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 11863 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 11003 members 
Mstep: Class 17 contains 17056 members 
Mstep: Class 18 contains 24935 members 
Mstep: Class 19 contains 8647 members 
Mstep: Class 20 contains 27104 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 300188 members 
Mstep: Class 23 contains 28778 members 
Mstep: Class 24 contains 53846 members 
Mstep: Class 25 contains 46632 members 
Mstep: Class 26 contains 8547 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 3677 members 
Mstep: Class 29 contains 22953 members 
Mstep: Class 30 contains 12177 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -1.129533e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 101586 members 
Mstep: Class 4 contains 27730 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 18261 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 417456 members 
Mstep: Class 9 contains 8493 members 
Mstep: Class 10 contains 8597 members 
Mstep: Class 11 contains 28258 members 
Mstep: Class 12 contains 13309 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 11843 members 
Mstep: Class 15 contains 5066 members 
Mstep: Class 16 contains 11023 members 
Mstep: Class 17 contains 17077 members 
Mstep: Class 18 contains 24914 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 27090 members 
Mstep: Class 21 contains 6801 members 
Mstep: Class 22 contains 302574 members 
Mstep: Class 23 contains 28722 members 
Mstep: Class 24 contains 53858 members 
Mstep: Class 25 contains 46625 members 
Mstep: Class 26 contains 8548 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 3621 members 
Mstep: Class 29 contains 22974 members 
Mstep: Class 30 contains 12203 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -1.129537e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 27704 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 18027 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 417445 members 
Mstep: Class 9 contains 8493 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 28243 members 
Mstep: Class 12 contains 13215 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 11833 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 16 contains 11042 members 
Mstep: Class 17 contains 17090 members 
Mstep: Class 18 contains 24893 members 
Mstep: Class 19 contains 8673 members 
Mstep: Class 20 contains 27094 members 
Mstep: Class 21 contains 6798 members 
Mstep: Class 22 contains 305177 members 
Mstep: Class 23 contains 28669 members 
Mstep: Class 24 contains 53876 members 
Mstep: Class 25 contains 46603 members 
Mstep: Class 26 contains 8545 members 
Mstep: Class 27 contains 2282 members 
Mstep: Class 28 contains 3569 members 
Mstep: Class 29 contains 22959 members 
Mstep: Class 30 contains 12226 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -1.12955e+08 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 101710 members 
Mstep: Class 4 contains 27663 members 
Mstep: Class 5 contains 12026 members 
Mstep: Class 6 contains 17742 members 
Mstep: Class 7 contains 8631 members 
Mstep: Class 8 contains 417433 members 
Mstep: Class 9 contains 8490 members 
Mstep: Class 10 contains 8596 members 
Mstep: Class 11 contains 28238 members 
Mstep: Class 12 contains 13130 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 11824 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 11058 members 
Mstep: Class 17 contains 17096 members 
Mstep: Class 18 contains 24863 members 
Mstep: Class 19 contains 8690 members 
Mstep: Class 20 contains 27097 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 308053 members 
Mstep: Class 23 contains 28634 members 
Mstep: Class 24 contains 53891 members 
Mstep: Class 25 contains 46551 members 
Mstep: Class 26 contains 8543 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 3524 members 
Mstep: Class 29 contains 22929 members 
Mstep: Class 30 contains 12253 members 
Entering Unmasked Estep 
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Iteration 72Q: 31 clusters Score -1.129568e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 101719 members 
Mstep: Class 4 contains 27649 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 17375 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 417425 members 
Mstep: Class 9 contains 8491 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 28224 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 7187 members 
Mstep: Class 14 contains 11818 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 11076 members 
Mstep: Class 17 contains 17099 members 
Mstep: Class 18 contains 24833 members 
Mstep: Class 19 contains 8705 members 
Mstep: Class 20 contains 27093 members 
Mstep: Class 21 contains 6759 members 
Mstep: Class 22 contains 311100 members 
Mstep: Class 23 contains 28604 members 
Mstep: Class 24 contains 53901 members 
Mstep: Class 25 contains 46521 members 
Mstep: Class 26 contains 8543 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 3483 members 
Mstep: Class 29 contains 22882 members 
Mstep: Class 30 contains 12283 members 
Entering Unmasked Estep 
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Iteration 73Q: 31 clusters Score -1.129588e+08 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 6477 members 
Mstep: Class 3 contains 101755 members 
Mstep: Class 4 contains 27648 members 
Mstep: Class 5 contains 12027 members 
Mstep: Class 6 contains 16943 members 
Mstep: Class 7 contains 8636 members 
Mstep: Class 8 contains 417356 members 
Mstep: Class 9 contains 8489 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 28210 members 
Mstep: Class 12 contains 12974 members 
Mstep: Class 13 contains 7189 members 
Mstep: Class 14 contains 11810 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 16 contains 11089 members 
Mstep: Class 17 contains 17112 members 
Mstep: Class 18 contains 24763 members 
Mstep: Class 19 contains 8737 members 
Mstep: Class 20 contains 27066 members 
Mstep: Class 21 contains 6750 members 
Mstep: Class 22 contains 314273 members 
Mstep: Class 23 contains 28582 members 
Mstep: Class 24 contains 53908 members 
Mstep: Class 25 contains 46500 members 
Mstep: Class 26 contains 8541 members 
Mstep: Class 27 contains 2285 members 
Mstep: Class 28 contains 3429 members 
Mstep: Class 29 contains 22849 members 
Mstep: Class 30 contains 12317 members 
Entering Unmasked Estep 
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Iteration 74Q: 31 clusters Score -1.12961e+08 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 101760 members 
Mstep: Class 4 contains 27634 members 
Mstep: Class 5 contains 12029 members 
Mstep: Class 6 contains 16383 members 
Mstep: Class 7 contains 8641 members 
Mstep: Class 8 contains 417320 members 
Mstep: Class 9 contains 8489 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 28200 members 
Mstep: Class 12 contains 12922 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 11803 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 17117 members 
Mstep: Class 18 contains 24689 members 
Mstep: Class 19 contains 8766 members 
Mstep: Class 20 contains 27054 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 317473 members 
Mstep: Class 23 contains 28550 members 
Mstep: Class 24 contains 53915 members 
Mstep: Class 25 contains 46442 members 
Mstep: Class 26 contains 8542 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 22806 members 
Mstep: Class 30 contains 12376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112963320.000000 Penalty: 104913.304688
Iteration 75Q: 31 clusters Score -1.129633e+08 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 101676 members 
Mstep: Class 4 contains 27603 members 
Mstep: Class 5 contains 12026 members 
Mstep: Class 6 contains 15698 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 417258 members 
Mstep: Class 9 contains 8488 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 28189 members 
Mstep: Class 12 contains 12888 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 11787 members 
Mstep: Class 15 contains 5277 members 
Mstep: Class 16 contains 11102 members 
Mstep: Class 17 contains 17101 members 
Mstep: Class 18 contains 24652 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 27059 members 
Mstep: Class 21 contains 6684 members 
Mstep: Class 22 contains 320634 members 
Mstep: Class 23 contains 28525 members 
Mstep: Class 24 contains 53927 members 
Mstep: Class 25 contains 46336 members 
Mstep: Class 26 contains 8546 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 3350 members 
Mstep: Class 29 contains 22738 members 
Mstep: Class 30 contains 12448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112965744.000000 Penalty: 104913.304688
Iteration 76Q: 31 clusters Score -1.129657e+08 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 6468 members 
Mstep: Class 3 contains 101584 members 
Mstep: Class 4 contains 27557 members 
Mstep: Class 5 contains 12023 members 
Mstep: Class 6 contains 14916 members 
Mstep: Class 7 contains 8646 members 
Mstep: Class 8 contains 417202 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 8578 members 
Mstep: Class 11 contains 28164 members 
Mstep: Class 12 contains 12867 members 
Mstep: Class 13 contains 7234 members 
Mstep: Class 14 contains 11756 members 
Mstep: Class 15 contains 5295 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 17088 members 
Mstep: Class 18 contains 24619 members 
Mstep: Class 19 contains 8799 members 
Mstep: Class 20 contains 27094 members 
Mstep: Class 21 contains 6663 members 
Mstep: Class 22 contains 323414 members 
Mstep: Class 23 contains 28482 members 
Mstep: Class 24 contains 53936 members 
Mstep: Class 25 contains 46239 members 
Mstep: Class 26 contains 8547 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 22631 members 
Mstep: Class 30 contains 12511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112967768.000000 Penalty: 104913.304688
Iteration 77Q: 31 clusters Score -1.129678e+08 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 6477 members 
Mstep: Class 3 contains 101528 members 
Mstep: Class 4 contains 27510 members 
Mstep: Class 5 contains 12018 members 
Mstep: Class 6 contains 14113 members 
Mstep: Class 7 contains 8628 members 
Mstep: Class 8 contains 417210 members 
Mstep: Class 9 contains 8485 members 
Mstep: Class 10 contains 8574 members 
Mstep: Class 11 contains 28133 members 
Mstep: Class 12 contains 12836 members 
Mstep: Class 13 contains 7249 members 
Mstep: Class 14 contains 11730 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 11109 members 
Mstep: Class 17 contains 17084 members 
Mstep: Class 18 contains 24597 members 
Mstep: Class 19 contains 8797 members 
Mstep: Class 20 contains 27154 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 325760 members 
Mstep: Class 23 contains 28460 members 
Mstep: Class 24 contains 53945 members 
Mstep: Class 25 contains 46090 members 
Mstep: Class 26 contains 8551 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 3301 members 
Mstep: Class 29 contains 22537 members 
Mstep: Class 30 contains 12568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112969648.000000 Penalty: 104913.304688
Iteration 78Q: 31 clusters Score -1.129696e+08 nChanged 5200
Entering ConstructFrom: 
Score: -112969648.000000 Penalty: 104913.304688
Entering ConstructFrom: 
Trying to split cluster 1 (61207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Entering Unmasked Estep 
Score: -5430222.000000 Penalty: 2733.460205
	Iteration 0F: 2 clusters Score -5430222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -5388952.000000 Penalty: 5466.920410
	Iteration 0F: 3 clusters Score -5388952 nChanged 28614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -5404997.500000 Penalty: 5466.920410
	Iteration 1F: 3 clusters Score -5404998 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5405503.500000 Penalty: 5466.920410
	Iteration 2Q: 3 clusters Score -5405504 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -5405960.500000 Penalty: 5466.920410
	Iteration 3Q: 3 clusters Score -5405960 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -5406525.500000 Penalty: 5466.920410
	Iteration 4Q: 3 clusters Score -5406526 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5407116.500000 Penalty: 5466.920410
	Iteration 5Q: 3 clusters Score -5407116 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -5407909.500000 Penalty: 5466.920410
	Iteration 6Q: 3 clusters Score -5407910 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5409016.000000 Penalty: 5466.920410
	Iteration 7Q: 3 clusters Score -5409016 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -5410716.500000 Penalty: 5466.920410
	Iteration 8F: 3 clusters Score -5410716 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -5413143.500000 Penalty: 5466.920410
	Iteration 9F: 3 clusters Score -5413144 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -5416015.000000 Penalty: 5466.920410
	Iteration 10F: 3 clusters Score -5416015 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -5419165.000000 Penalty: 5466.920410
	Iteration 11F: 3 clusters Score -5419165 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -5421963.000000 Penalty: 5466.920410
	Iteration 12F: 3 clusters Score -5421963 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -5424148.000000 Penalty: 5466.920410
	Iteration 13Q: 3 clusters Score -5424148 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -5425555.000000 Penalty: 5466.920410
	Iteration 14Q: 3 clusters Score -5425555 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -5426479.500000 Penalty: 5466.920410
	Iteration 15Q: 3 clusters Score -5426480 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -5427008.500000 Penalty: 5466.920410
	Iteration 16Q: 3 clusters Score -5427008 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -5427355.500000 Penalty: 5466.920410
	Iteration 17Q: 3 clusters Score -5427356 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -5427530.000000 Penalty: 5466.920410
	Iteration 18Q: 3 clusters Score -5427530 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -5427635.500000 Penalty: 5466.920410
	Iteration 19Q: 3 clusters Score -5427636 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -5427732.000000 Penalty: 5466.920410
	Iteration 20F: 3 clusters Score -5427732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -5427798.500000 Penalty: 5466.920410
	Iteration 21Q: 3 clusters Score -5427798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -5427831.000000 Penalty: 5466.920410
	Iteration 22Q: 3 clusters Score -5427831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -5427841.500000 Penalty: 5466.920410
	Iteration 23Q: 3 clusters Score -5427842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -5427874.000000 Penalty: 5466.920410
	Iteration 24Q: 3 clusters Score -5427874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -5427897.500000 Penalty: 5466.920410
	Iteration 25Q: 3 clusters Score -5427898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -5427910.000000 Penalty: 5466.920410
	Iteration 26Q: 3 clusters Score -5427910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -5427918.000000 Penalty: 5466.920410
	Iteration 27Q: 3 clusters Score -5427918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -5427929.000000 Penalty: 5466.920410
	Iteration 28Q: 3 clusters Score -5427929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -5427937.500000 Penalty: 5466.920410
	Iteration 29Q: 3 clusters Score -5427938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -5427941.500000 Penalty: 5466.920410
	Iteration 30Q: 3 clusters Score -5427942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -5427943.500000 Penalty: 5466.920410
	Iteration 31Q: 3 clusters Score -5427944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -5427945.000000 Penalty: 5466.920410
	Iteration 32Q: 3 clusters Score -5427945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -5427958.500000 Penalty: 5466.920410
	Iteration 33Q: 3 clusters Score -5427958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -5427959.500000 Penalty: 5466.920410
	Iteration 34Q: 3 clusters Score -5427960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -5427957.500000 Penalty: 5466.920410
	Iteration 35Q: 3 clusters Score -5427958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -5427957.500000 Penalty: 5466.920410
	Iteration 36Q: 3 clusters Score -5427958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -5427962.500000 Penalty: 5466.920410
	Iteration 37Q: 3 clusters Score -5427962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -5427970.000000 Penalty: 5466.920410
	Iteration 38Q: 3 clusters Score -5427970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -5427966.000000 Penalty: 5466.920410
	Iteration 39Q: 3 clusters Score -5427966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -5427968.000000 Penalty: 5466.920410
	Iteration 40F: 3 clusters Score -5427968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -5427971.000000 Penalty: 5466.920410
	Iteration 41Q: 3 clusters Score -5427971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -5427978.000000 Penalty: 5466.920410
	Iteration 42Q: 3 clusters Score -5427978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -5427978.500000 Penalty: 5466.920410
	Iteration 43Q: 3 clusters Score -5427978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -5427978.000000 Penalty: 5466.920410
	Iteration 44Q: 3 clusters Score -5427978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -5427982.000000 Penalty: 5466.920410
	Iteration 45Q: 3 clusters Score -5427982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -5427985.500000 Penalty: 5466.920410
	Iteration 46Q: 3 clusters Score -5427986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -5427985.500000 Penalty: 5466.920410
	Iteration 47Q: 3 clusters Score -5427986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -5427981.000000 Penalty: 5466.920410
	Iteration 48Q: 3 clusters Score -5427981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -5427978.000000 Penalty: 5466.920410
	Iteration 49Q: 3 clusters Score -5427978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -5427981.500000 Penalty: 5466.920410
	Iteration 50Q: 3 clusters Score -5427982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -5427990.000000 Penalty: 5466.920410
	Iteration 51Q: 3 clusters Score -5427990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -5427992.000000 Penalty: 5466.920410
	Iteration 52Q: 3 clusters Score -5427992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -5427990.500000 Penalty: 5466.920410
	Iteration 53Q: 3 clusters Score -5427990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -5427993.500000 Penalty: 5466.920410
	Iteration 54Q: 3 clusters Score -5427994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -5428000.500000 Penalty: 5466.920410
	Iteration 55Q: 3 clusters Score -5428000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -5428000.500000 Penalty: 5466.920410
	Iteration 56Q: 3 clusters Score -5428000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -5427999.500000 Penalty: 5466.920410
	Iteration 57Q: 3 clusters Score -5428000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -5428005.500000 Penalty: 5466.920410
	Iteration 58Q: 3 clusters Score -5428006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -5428007.000000 Penalty: 5466.920410
	Iteration 59Q: 3 clusters Score -5428007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -5428009.000000 Penalty: 5466.920410
	Iteration 60F: 3 clusters Score -5428009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -5428016.000000 Penalty: 5466.920410
	Iteration 61Q: 3 clusters Score -5428016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -5428014.500000 Penalty: 5466.920410
	Iteration 62Q: 3 clusters Score -5428014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -5428024.000000 Penalty: 5466.920410
	Iteration 63Q: 3 clusters Score -5428024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -5428021.000000 Penalty: 5466.920410
	Iteration 64Q: 3 clusters Score -5428021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -5428022.500000 Penalty: 5466.920410
	Iteration 65Q: 3 clusters Score -5428022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -5428023.000000 Penalty: 5466.920410
	Iteration 66Q: 3 clusters Score -5428023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -5428023.000000 Penalty: 5466.920410
	Iteration 67F: 3 clusters Score -5428023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -474317.281250 Penalty: 2176.948486
	Iteration 0F: 2 clusters Score -474317.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -468881.343750 Penalty: 4353.896973
	Iteration 0F: 3 clusters Score -468881.3 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -470478.437500 Penalty: 4353.896973
	Iteration 1F: 3 clusters Score -470478.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -471023.656250 Penalty: 4353.896973
	Iteration 2F: 3 clusters Score -471023.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -471550.250000 Penalty: 4353.896973
	Iteration 3F: 3 clusters Score -471550.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -472001.687500 Penalty: 4353.896973
	Iteration 4F: 3 clusters Score -472001.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -472348.031250 Penalty: 4353.896973
	Iteration 5F: 3 clusters Score -472348 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -472591.187500 Penalty: 4353.896973
	Iteration 6Q: 3 clusters Score -472591.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -472785.062500 Penalty: 4353.896973
	Iteration 7Q: 3 clusters Score -472785.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -472930.187500 Penalty: 4353.896973
	Iteration 8Q: 3 clusters Score -472930.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -473039.562500 Penalty: 4353.896973
	Iteration 9Q: 3 clusters Score -473039.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -473120.375000 Penalty: 4353.896973
	Iteration 10Q: 3 clusters Score -473120.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -473184.468750 Penalty: 4353.896973
	Iteration 11Q: 3 clusters Score -473184.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -473221.125000 Penalty: 4353.896973
	Iteration 12Q: 3 clusters Score -473221.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -473244.906250 Penalty: 4353.896973
	Iteration 13Q: 3 clusters Score -473244.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -473264.156250 Penalty: 4353.896973
	Iteration 14Q: 3 clusters Score -473264.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -473280.281250 Penalty: 4353.896973
	Iteration 15Q: 3 clusters Score -473280.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -473290.531250 Penalty: 4353.896973
	Iteration 16Q: 3 clusters Score -473290.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -473298.218750 Penalty: 4353.896973
	Iteration 17Q: 3 clusters Score -473298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -473303.281250 Penalty: 4353.896973
	Iteration 18Q: 3 clusters Score -473303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -473306.093750 Penalty: 4353.896973
	Iteration 19Q: 3 clusters Score -473306.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -473309.187500 Penalty: 4353.896973
	Iteration 20F: 3 clusters Score -473309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -473313.093750 Penalty: 4353.896973
	Iteration 21Q: 3 clusters Score -473313.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -473314.187500 Penalty: 4353.896973
	Iteration 22Q: 3 clusters Score -473314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -473314.531250 Penalty: 4353.896973
	Iteration 23Q: 3 clusters Score -473314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -473314.562500 Penalty: 4353.896973
	Iteration 24Q: 3 clusters Score -473314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -473316.125000 Penalty: 4353.896973
	Iteration 25Q: 3 clusters Score -473316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -473316.125000 Penalty: 4353.896973
	Iteration 26F: 3 clusters Score -473316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Entering Unmasked Estep 
Score: -8911256.000000 Penalty: 2858.817139
	Iteration 0F: 2 clusters Score -8911256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -8843224.000000 Penalty: 5717.634277
	Iteration 0F: 3 clusters Score -8843224 nChanged 48051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -8870583.000000 Penalty: 5717.634277
	Iteration 1F: 3 clusters Score -8870583 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -8871233.000000 Penalty: 5717.634277
	Iteration 2Q: 3 clusters Score -8871233 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8871991.000000 Penalty: 5717.634277
	Iteration 3Q: 3 clusters Score -8871991 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8872946.000000 Penalty: 5717.634277
	Iteration 4Q: 3 clusters Score -8872946 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -8874522.000000 Penalty: 5717.634277
	Iteration 5Q: 3 clusters Score -8874522 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8877247.000000 Penalty: 5717.634277
	Iteration 6F: 3 clusters Score -8877247 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -8881864.000000 Penalty: 5717.634277
	Iteration 7F: 3 clusters Score -8881864 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -8888945.000000 Penalty: 5717.634277
	Iteration 8F: 3 clusters Score -8888945 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8897001.000000 Penalty: 5717.634277
	Iteration 9F: 3 clusters Score -8897001 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95624 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -8903401.000000 Penalty: 5717.634277
	Iteration 10F: 3 clusters Score -8903401 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8906564.000000 Penalty: 5717.634277
	Iteration 11Q: 3 clusters Score -8906564 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8907888.000000 Penalty: 5717.634277
	Iteration 12Q: 3 clusters Score -8907888 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8908354.000000 Penalty: 5717.634277
	Iteration 13Q: 3 clusters Score -8908354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101115 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8908560.000000 Penalty: 5717.634277
	Iteration 14Q: 3 clusters Score -8908560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8908663.000000 Penalty: 5717.634277
	Iteration 15Q: 3 clusters Score -8908663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8908683.000000 Penalty: 5717.634277
	Iteration 16Q: 3 clusters Score -8908683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8908704.000000 Penalty: 5717.634277
	Iteration 17Q: 3 clusters Score -8908704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8908721.000000 Penalty: 5717.634277
	Iteration 18Q: 3 clusters Score -8908721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8908727.000000 Penalty: 5717.634277
	Iteration 19Q: 3 clusters Score -8908727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8908730.000000 Penalty: 5717.634277
	Iteration 20F: 3 clusters Score -8908730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8908736.000000 Penalty: 5717.634277
	Iteration 21Q: 3 clusters Score -8908736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8908736.000000 Penalty: 5717.634277
	Iteration 22F: 3 clusters Score -8908736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Entering Unmasked Estep 
Score: -2330282.000000 Penalty: 2534.725586
	Iteration 0F: 2 clusters Score -2330282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2311329.250000 Penalty: 5069.451172
	Iteration 0F: 3 clusters Score -2311329 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2318382.500000 Penalty: 5069.451172
	Iteration 1F: 3 clusters Score -2318382 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2319261.500000 Penalty: 5069.451172
	Iteration 2F: 3 clusters Score -2319262 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2320455.250000 Penalty: 5069.451172
	Iteration 3F: 3 clusters Score -2320455 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2322059.750000 Penalty: 5069.451172
	Iteration 4F: 3 clusters Score -2322060 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2323880.250000 Penalty: 5069.451172
	Iteration 5F: 3 clusters Score -2323880 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2325322.000000 Penalty: 5069.451172
	Iteration 6F: 3 clusters Score -2325322 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2326322.750000 Penalty: 5069.451172
	Iteration 7F: 3 clusters Score -2326323 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2327053.000000 Penalty: 5069.451172
	Iteration 8Q: 3 clusters Score -2327053 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2327584.500000 Penalty: 5069.451172
	Iteration 9Q: 3 clusters Score -2327584 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2327916.500000 Penalty: 5069.451172
	Iteration 10Q: 3 clusters Score -2327916 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2328149.500000 Penalty: 5069.451172
	Iteration 11Q: 3 clusters Score -2328150 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2328287.250000 Penalty: 5069.451172
	Iteration 12Q: 3 clusters Score -2328287 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2328399.500000 Penalty: 5069.451172
	Iteration 13Q: 3 clusters Score -2328400 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2328499.000000 Penalty: 5069.451172
	Iteration 14Q: 3 clusters Score -2328499 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2328627.000000 Penalty: 5069.451172
	Iteration 15Q: 3 clusters Score -2328627 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2328812.500000 Penalty: 5069.451172
	Iteration 16Q: 3 clusters Score -2328812 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2329052.250000 Penalty: 5069.451172
	Iteration 17Q: 3 clusters Score -2329052 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2329463.250000 Penalty: 5069.451172
	Iteration 18Q: 3 clusters Score -2329463 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2329961.250000 Penalty: 5069.451172
	Iteration 19Q: 3 clusters Score -2329961 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2330344.500000 Penalty: 5069.451172
	Iteration 20F: 3 clusters Score -2330344 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2330580.250000 Penalty: 5069.451172
	Iteration 21Q: 3 clusters Score -2330580 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2330694.250000 Penalty: 5069.451172
	Iteration 22Q: 3 clusters Score -2330694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2330746.500000 Penalty: 5069.451172
	Iteration 23Q: 3 clusters Score -2330746 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2330768.250000 Penalty: 5069.451172
	Iteration 24Q: 3 clusters Score -2330768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2330796.250000 Penalty: 5069.451172
	Iteration 25Q: 3 clusters Score -2330796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2330818.500000 Penalty: 5069.451172
	Iteration 26Q: 3 clusters Score -2330818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2330852.750000 Penalty: 5069.451172
	Iteration 27Q: 3 clusters Score -2330853 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2330868.750000 Penalty: 5069.451172
	Iteration 28Q: 3 clusters Score -2330869 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2330889.000000 Penalty: 5069.451172
	Iteration 29Q: 3 clusters Score -2330889 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2330906.000000 Penalty: 5069.451172
	Iteration 30Q: 3 clusters Score -2330906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2330916.000000 Penalty: 5069.451172
	Iteration 31Q: 3 clusters Score -2330916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2330936.500000 Penalty: 5069.451172
	Iteration 32Q: 3 clusters Score -2330936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2330940.750000 Penalty: 5069.451172
	Iteration 33Q: 3 clusters Score -2330941 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2330951.250000 Penalty: 5069.451172
	Iteration 34Q: 3 clusters Score -2330951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2330960.250000 Penalty: 5069.451172
	Iteration 35Q: 3 clusters Score -2330960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2330970.500000 Penalty: 5069.451172
	Iteration 36Q: 3 clusters Score -2330970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2330980.500000 Penalty: 5069.451172
	Iteration 37Q: 3 clusters Score -2330980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2330989.250000 Penalty: 5069.451172
	Iteration 38Q: 3 clusters Score -2330989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2331002.250000 Penalty: 5069.451172
	Iteration 39Q: 3 clusters Score -2331002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2331012.750000 Penalty: 5069.451172
	Iteration 40F: 3 clusters Score -2331013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2331010.000000 Penalty: 5069.451172
	Iteration 41Q: 3 clusters Score -2331010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2331026.500000 Penalty: 5069.451172
	Iteration 42Q: 3 clusters Score -2331026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2331033.500000 Penalty: 5069.451172
	Iteration 43Q: 3 clusters Score -2331034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2331044.000000 Penalty: 5069.451172
	Iteration 44Q: 3 clusters Score -2331044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2331048.750000 Penalty: 5069.451172
	Iteration 45Q: 3 clusters Score -2331049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2331057.750000 Penalty: 5069.451172
	Iteration 46Q: 3 clusters Score -2331058 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2331062 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2331076 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2331076 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2331089 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2331091 nChanged 41
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Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2331096 nChanged 30
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2331100 nChanged 33
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Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2331103 nChanged 24
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Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2331103 nChanged 28
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Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2331102 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2331102 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2331100 nChanged 14
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Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2331107 nChanged 14
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Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2331113.250000 Penalty: 5069.451172
	Iteration 60F: 3 clusters Score -2331113 nChanged 17
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Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2331112 nChanged 11
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Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2331114 nChanged 10
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Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2331120 nChanged 14
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Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2331122 nChanged 21
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Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2331122 nChanged 14
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Mstep: Class 1 contains 10566 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2331120 nChanged 17
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Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2331120 nChanged 24
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Mstep: Class 1 contains 10607 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2331122 nChanged 20
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Mstep: Class 1 contains 10627 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2331120 nChanged 20
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Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 16818 members 
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	Iteration 70Q: 3 clusters Score -2331122 nChanged 16
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	Iteration 71Q: 3 clusters Score -2331122 nChanged 17
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Mstep: Class 1 contains 10680 members 
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	Iteration 72Q: 3 clusters Score -2331122 nChanged 11
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2331124 nChanged 13
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2331119 nChanged 13
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Mstep: Class 1 contains 10717 members 
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	Iteration 75Q: 3 clusters Score -2331123 nChanged 17
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	Iteration 76Q: 3 clusters Score -2331126 nChanged 11
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	Iteration 77Q: 3 clusters Score -2331126 nChanged 21
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	Iteration 78Q: 3 clusters Score -2331128 nChanged 22
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	Iteration 79Q: 3 clusters Score -2331128 nChanged 19
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Mstep: Class 1 contains 10807 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2331133 nChanged 17
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Mstep: Class 1 contains 10824 members 
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	Iteration 81Q: 3 clusters Score -2331133 nChanged 16
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	Iteration 82Q: 3 clusters Score -2331132 nChanged 18
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	Iteration 83Q: 3 clusters Score -2331134 nChanged 18
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Mstep: Class 1 contains 10876 members 
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	Iteration 84Q: 3 clusters Score -2331137 nChanged 22
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2331141 nChanged 21
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Mstep: Class 1 contains 10917 members 
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	Iteration 86Q: 3 clusters Score -2331144 nChanged 20
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Mstep: Class 1 contains 10937 members 
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	Iteration 87Q: 3 clusters Score -2331142 nChanged 16
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Mstep: Class 1 contains 10953 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2331143 nChanged 15
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Mstep: Class 1 contains 10968 members 
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	Iteration 89Q: 3 clusters Score -2331149 nChanged 16
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Mstep: Class 1 contains 10984 members 
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	Iteration 90Q: 3 clusters Score -2331150 nChanged 11
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Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2331155 nChanged 10
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Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 16460 members 
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	Iteration 92Q: 3 clusters Score -2331152 nChanged 15
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Mstep: Class 1 contains 11020 members 
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	Iteration 93Q: 3 clusters Score -2331160 nChanged 16
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Mstep: Class 1 contains 11036 members 
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	Iteration 94Q: 3 clusters Score -2331156 nChanged 12
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	Iteration 95Q: 3 clusters Score -2331160 nChanged 5
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Mstep: Class 1 contains 11053 members 
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	Iteration 96Q: 3 clusters Score -2331157 nChanged 4
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Mstep: Class 1 contains 11057 members 
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	Iteration 97Q: 3 clusters Score -2331155 nChanged 9
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	Iteration 98Q: 3 clusters Score -2331156 nChanged 7
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Mstep: Class 1 contains 11073 members 
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	Iteration 99Q: 3 clusters Score -2331155 nChanged 10
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Mstep: Class 1 contains 11083 members 
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	Iteration 100F: 3 clusters Score -2331158 nChanged 4
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Mstep: Class 1 contains 11087 members 
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	Iteration 101Q: 3 clusters Score -2331156 nChanged 7
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Mstep: Class 1 contains 11092 members 
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	Iteration 102Q: 3 clusters Score -2331158 nChanged 12
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Mstep: Class 1 contains 11104 members 
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	Iteration 103Q: 3 clusters Score -2331161 nChanged 9
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Mstep: Class 1 contains 11113 members 
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	Iteration 104Q: 3 clusters Score -2331162 nChanged 13
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Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2331167 nChanged 17
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Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 16322 members 
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	Iteration 106Q: 3 clusters Score -2331164 nChanged 17
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Mstep: Class 1 contains 11160 members 
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	Iteration 107Q: 3 clusters Score -2331164 nChanged 24
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Mstep: Class 1 contains 11182 members 
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	Iteration 108Q: 3 clusters Score -2331166 nChanged 26
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Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 16257 members 
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	Iteration 109Q: 3 clusters Score -2331168 nChanged 24
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Mstep: Class 1 contains 11232 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2331169 nChanged 21
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Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 16212 members 
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	Iteration 111Q: 3 clusters Score -2331167 nChanged 28
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Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 16184 members 
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	Iteration 112Q: 3 clusters Score -2331161 nChanged 27
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Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 16159 members 
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	Iteration 113Q: 3 clusters Score -2331166 nChanged 30
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Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 16131 members 
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	Iteration 114Q: 3 clusters Score -2331174 nChanged 30
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Mstep: Class 1 contains 11364 members 
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	Iteration 115Q: 3 clusters Score -2331180 nChanged 20
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Mstep: Class 1 contains 11382 members 
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	Iteration 116Q: 3 clusters Score -2331179 nChanged 18
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Mstep: Class 2 contains 16067 members 
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	Iteration 117Q: 3 clusters Score -2331187 nChanged 11
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Mstep: Class 2 contains 16056 members 
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	Iteration 118Q: 3 clusters Score -2331189 nChanged 12
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Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 16044 members 
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	Iteration 119Q: 3 clusters Score -2331190 nChanged 11
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Mstep: Class 1 contains 11432 members 
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	Iteration 120F: 3 clusters Score -2331184 nChanged 10
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Mstep: Class 1 contains 11442 members 
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	Iteration 121Q: 3 clusters Score -2331186 nChanged 11
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Mstep: Class 1 contains 11453 members 
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	Iteration 122Q: 3 clusters Score -2331189 nChanged 15
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Mstep: Class 1 contains 11468 members 
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	Iteration 123Q: 3 clusters Score -2331192 nChanged 15
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	Iteration 124Q: 3 clusters Score -2331186 nChanged 13
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	Iteration 125Q: 3 clusters Score -2331185 nChanged 10
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Mstep: Class 1 contains 11506 members 
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	Iteration 126Q: 3 clusters Score -2331186 nChanged 14
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	Iteration 127Q: 3 clusters Score -2331189 nChanged 12
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	Iteration 128Q: 3 clusters Score -2331188 nChanged 16
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	Iteration 129Q: 3 clusters Score -2331186 nChanged 15
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	Iteration 130Q: 3 clusters Score -2331195 nChanged 17
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	Iteration 131Q: 3 clusters Score -2331194 nChanged 16
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	Iteration 132Q: 3 clusters Score -2331191 nChanged 20
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Mstep: Class 1 contains 11616 members 
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	Iteration 133Q: 3 clusters Score -2331196 nChanged 17
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	Iteration 134Q: 3 clusters Score -2331193 nChanged 30
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Mstep: Class 1 contains 11663 members 
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	Iteration 135Q: 3 clusters Score -2331200 nChanged 32
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Mstep: Class 1 contains 11695 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2331206 nChanged 28
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Mstep: Class 1 contains 11723 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2331208 nChanged 23
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Mstep: Class 1 contains 11744 members 
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	Iteration 138Q: 3 clusters Score -2331209 nChanged 26
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2331212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2331209.750000 Penalty: 5069.451172
	Iteration 140F: 3 clusters Score -2331210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2331205.000000 Penalty: 5069.451172
	Iteration 141Q: 3 clusters Score -2331205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2331204.750000 Penalty: 5069.451172
	Iteration 142Q: 3 clusters Score -2331205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2331208.750000 Penalty: 5069.451172
	Iteration 143Q: 3 clusters Score -2331209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2331213.250000 Penalty: 5069.451172
	Iteration 144Q: 3 clusters Score -2331213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2331212.000000 Penalty: 5069.451172
	Iteration 145Q: 3 clusters Score -2331212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2331212.750000 Penalty: 5069.451172
	Iteration 146Q: 3 clusters Score -2331213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2331214.250000 Penalty: 5069.451172
	Iteration 147Q: 3 clusters Score -2331214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2331218.000000 Penalty: 5069.451172
	Iteration 148Q: 3 clusters Score -2331218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2331223.000000 Penalty: 5069.451172
	Iteration 149Q: 3 clusters Score -2331223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2331221.250000 Penalty: 5069.451172
	Iteration 150Q: 3 clusters Score -2331221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2331224.250000 Penalty: 5069.451172
	Iteration 151Q: 3 clusters Score -2331224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2331224.000000 Penalty: 5069.451172
	Iteration 152Q: 3 clusters Score -2331224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2331225.500000 Penalty: 5069.451172
	Iteration 153Q: 3 clusters Score -2331226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2331223.000000 Penalty: 5069.451172
	Iteration 154Q: 3 clusters Score -2331223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2331220.000000 Penalty: 5069.451172
	Iteration 155Q: 3 clusters Score -2331220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2331225.000000 Penalty: 5069.451172
	Iteration 156Q: 3 clusters Score -2331225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2331224.250000 Penalty: 5069.451172
	Iteration 157Q: 3 clusters Score -2331224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2331224.750000 Penalty: 5069.451172
	Iteration 158Q: 3 clusters Score -2331225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2331221.250000 Penalty: 5069.451172
	Iteration 159Q: 3 clusters Score -2331221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2331220.000000 Penalty: 5069.451172
	Iteration 160F: 3 clusters Score -2331220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2331221.250000 Penalty: 5069.451172
	Iteration 161Q: 3 clusters Score -2331221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2331223.250000 Penalty: 5069.451172
	Iteration 162Q: 3 clusters Score -2331223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2331226.750000 Penalty: 5069.451172
	Iteration 163Q: 3 clusters Score -2331227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2331229.500000 Penalty: 5069.451172
	Iteration 164Q: 3 clusters Score -2331230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2331233.000000 Penalty: 5069.451172
	Iteration 165Q: 3 clusters Score -2331233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2331234.750000 Penalty: 5069.451172
	Iteration 166Q: 3 clusters Score -2331235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2331232.000000 Penalty: 5069.451172
	Iteration 167Q: 3 clusters Score -2331232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2331227.250000 Penalty: 5069.451172
	Iteration 168Q: 3 clusters Score -2331227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2331227.250000 Penalty: 5069.451172
	Iteration 169Q: 3 clusters Score -2331227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2331238.000000 Penalty: 5069.451172
	Iteration 170Q: 3 clusters Score -2331238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2331238.250000 Penalty: 5069.451172
	Iteration 171Q: 3 clusters Score -2331238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2331233.500000 Penalty: 5069.451172
	Iteration 172Q: 3 clusters Score -2331234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2331236.500000 Penalty: 5069.451172
	Iteration 173Q: 3 clusters Score -2331236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2331236.750000 Penalty: 5069.451172
	Iteration 174Q: 3 clusters Score -2331237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2331231.000000 Penalty: 5069.451172
	Iteration 175Q: 3 clusters Score -2331231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2331241.250000 Penalty: 5069.451172
	Iteration 176Q: 3 clusters Score -2331241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2331239.250000 Penalty: 5069.451172
	Iteration 177Q: 3 clusters Score -2331239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2331249.500000 Penalty: 5069.451172
	Iteration 178Q: 3 clusters Score -2331250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2331253.250000 Penalty: 5069.451172
	Iteration 179Q: 3 clusters Score -2331253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2331250.750000 Penalty: 5069.451172
	Iteration 180F: 3 clusters Score -2331251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2331255.750000 Penalty: 5069.451172
	Iteration 181Q: 3 clusters Score -2331256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2331255.500000 Penalty: 5069.451172
	Iteration 182Q: 3 clusters Score -2331256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2331263.250000 Penalty: 5069.451172
	Iteration 183Q: 3 clusters Score -2331263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2331260.000000 Penalty: 5069.451172
	Iteration 184Q: 3 clusters Score -2331260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2331261.500000 Penalty: 5069.451172
	Iteration 185Q: 3 clusters Score -2331262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2331259.500000 Penalty: 5069.451172
	Iteration 186Q: 3 clusters Score -2331260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2331262.750000 Penalty: 5069.451172
	Iteration 187Q: 3 clusters Score -2331263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2331262.500000 Penalty: 5069.451172
	Iteration 188Q: 3 clusters Score -2331262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2331263.250000 Penalty: 5069.451172
	Iteration 189Q: 3 clusters Score -2331263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2331264.000000 Penalty: 5069.451172
	Iteration 190Q: 3 clusters Score -2331264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2331267.000000 Penalty: 5069.451172
	Iteration 191Q: 3 clusters Score -2331267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2331267.250000 Penalty: 5069.451172
	Iteration 192Q: 3 clusters Score -2331267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2331264.000000 Penalty: 5069.451172
	Iteration 193Q: 3 clusters Score -2331264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2331266.750000 Penalty: 5069.451172
	Iteration 194Q: 3 clusters Score -2331267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2331267.750000 Penalty: 5069.451172
	Iteration 195Q: 3 clusters Score -2331268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2331267.750000 Penalty: 5069.451172
	Iteration 196F: 3 clusters Score -2331268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 28096 members 
Mstep: Class 12 contains 12817 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 14966 members 
Entering Unmasked Estep 
Score: -112970520.000000 Penalty: 108410.414062
Splitting cluster 4 changes total score from -112969648.000000 to -112970520.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 5 (12019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Entering Unmasked Estep 
Score: -971755.750000 Penalty: 2329.772461
	Iteration 0F: 2 clusters Score -971755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -962761.312500 Penalty: 4659.544922
	Iteration 0F: 3 clusters Score -962761.3 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -965564.437500 Penalty: 4659.544922
	Iteration 1F: 3 clusters Score -965564.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -965963.625000 Penalty: 4659.544922
	Iteration 2F: 3 clusters Score -965963.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -966308.062500 Penalty: 4659.544922
	Iteration 3F: 3 clusters Score -966308.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -966630.812500 Penalty: 4659.544922
	Iteration 4Q: 3 clusters Score -966630.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -966962.875000 Penalty: 4659.544922
	Iteration 5Q: 3 clusters Score -966962.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -967331.125000 Penalty: 4659.544922
	Iteration 6Q: 3 clusters Score -967331.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -967746.750000 Penalty: 4659.544922
	Iteration 7Q: 3 clusters Score -967746.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -968152.875000 Penalty: 4659.544922
	Iteration 8Q: 3 clusters Score -968152.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -968538.312500 Penalty: 4659.544922
	Iteration 9Q: 3 clusters Score -968538.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -968829.062500 Penalty: 4659.544922
	Iteration 10Q: 3 clusters Score -968829.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -969057.312500 Penalty: 4659.544922
	Iteration 11Q: 3 clusters Score -969057.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -969222.937500 Penalty: 4659.544922
	Iteration 12Q: 3 clusters Score -969222.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -969345.687500 Penalty: 4659.544922
	Iteration 13Q: 3 clusters Score -969345.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -969459.500000 Penalty: 4659.544922
	Iteration 14Q: 3 clusters Score -969459.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -969562.125000 Penalty: 4659.544922
	Iteration 15Q: 3 clusters Score -969562.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -969652.687500 Penalty: 4659.544922
	Iteration 16Q: 3 clusters Score -969652.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -969753.437500 Penalty: 4659.544922
	Iteration 17Q: 3 clusters Score -969753.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -969833.437500 Penalty: 4659.544922
	Iteration 18Q: 3 clusters Score -969833.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -969911.625000 Penalty: 4659.544922
	Iteration 19Q: 3 clusters Score -969911.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -969965.625000 Penalty: 4659.544922
	Iteration 20F: 3 clusters Score -969965.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -970009.000000 Penalty: 4659.544922
	Iteration 21Q: 3 clusters Score -970009 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -970051.687500 Penalty: 4659.544922
	Iteration 22Q: 3 clusters Score -970051.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -970089.875000 Penalty: 4659.544922
	Iteration 23Q: 3 clusters Score -970089.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -970122.687500 Penalty: 4659.544922
	Iteration 24Q: 3 clusters Score -970122.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -970156.812500 Penalty: 4659.544922
	Iteration 25Q: 3 clusters Score -970156.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -970181.750000 Penalty: 4659.544922
	Iteration 26Q: 3 clusters Score -970181.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -970196.187500 Penalty: 4659.544922
	Iteration 27Q: 3 clusters Score -970196.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -970207.062500 Penalty: 4659.544922
	Iteration 28Q: 3 clusters Score -970207.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -970217.312500 Penalty: 4659.544922
	Iteration 29Q: 3 clusters Score -970217.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -970228.937500 Penalty: 4659.544922
	Iteration 30Q: 3 clusters Score -970228.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -970233.687500 Penalty: 4659.544922
	Iteration 31Q: 3 clusters Score -970233.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -970244.687500 Penalty: 4659.544922
	Iteration 32Q: 3 clusters Score -970244.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -970254.500000 Penalty: 4659.544922
	Iteration 33Q: 3 clusters Score -970254.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -970263.750000 Penalty: 4659.544922
	Iteration 34Q: 3 clusters Score -970263.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -970268.500000 Penalty: 4659.544922
	Iteration 35Q: 3 clusters Score -970268.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -970270.875000 Penalty: 4659.544922
	Iteration 36Q: 3 clusters Score -970270.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -970275.875000 Penalty: 4659.544922
	Iteration 37Q: 3 clusters Score -970275.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -970277.375000 Penalty: 4659.544922
	Iteration 38Q: 3 clusters Score -970277.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -970283.625000 Penalty: 4659.544922
	Iteration 39Q: 3 clusters Score -970283.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -970288.000000 Penalty: 4659.544922
	Iteration 40F: 3 clusters Score -970288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -970288.062500 Penalty: 4659.544922
	Iteration 41Q: 3 clusters Score -970288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -970287.000000 Penalty: 4659.544922
	Iteration 42Q: 3 clusters Score -970287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -970289.187500 Penalty: 4659.544922
	Iteration 43Q: 3 clusters Score -970289.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -970291.937500 Penalty: 4659.544922
	Iteration 44Q: 3 clusters Score -970291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -970291.625000 Penalty: 4659.544922
	Iteration 45Q: 3 clusters Score -970291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -970290.375000 Penalty: 4659.544922
	Iteration 46Q: 3 clusters Score -970290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -970290.437500 Penalty: 4659.544922
	Iteration 47Q: 3 clusters Score -970290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -970293.750000 Penalty: 4659.544922
	Iteration 48Q: 3 clusters Score -970293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -970293.062500 Penalty: 4659.544922
	Iteration 49Q: 3 clusters Score -970293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -970293.125000 Penalty: 4659.544922
	Iteration 50Q: 3 clusters Score -970293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -970291.812500 Penalty: 4659.544922
	Iteration 51Q: 3 clusters Score -970291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -970292.187500 Penalty: 4659.544922
	Iteration 52Q: 3 clusters Score -970292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -970294.312500 Penalty: 4659.544922
	Iteration 53Q: 3 clusters Score -970294.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -970294.312500 Penalty: 4659.544922
	Iteration 54F: 3 clusters Score -970294.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Entering Unmasked Estep 
Score: -1216410.375000 Penalty: 2355.149658
	Iteration 0F: 2 clusters Score -1216410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1206661.500000 Penalty: 4710.299316
	Iteration 0F: 3 clusters Score -1206662 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1209549.875000 Penalty: 4710.299316
	Iteration 1F: 3 clusters Score -1209550 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1209833.625000 Penalty: 4710.299316
	Iteration 2F: 3 clusters Score -1209834 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1210022.250000 Penalty: 4710.299316
	Iteration 3Q: 3 clusters Score -1210022 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1210155.500000 Penalty: 4710.299316
	Iteration 4Q: 3 clusters Score -1210156 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1210263.625000 Penalty: 4710.299316
	Iteration 5Q: 3 clusters Score -1210264 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1210358.875000 Penalty: 4710.299316
	Iteration 6Q: 3 clusters Score -1210359 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1210425.250000 Penalty: 4710.299316
	Iteration 7Q: 3 clusters Score -1210425 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1210483.375000 Penalty: 4710.299316
	Iteration 8Q: 3 clusters Score -1210483 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1210537.000000 Penalty: 4710.299316
	Iteration 9Q: 3 clusters Score -1210537 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1210591.125000 Penalty: 4710.299316
	Iteration 10Q: 3 clusters Score -1210591 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1210631.125000 Penalty: 4710.299316
	Iteration 11Q: 3 clusters Score -1210631 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1210672.250000 Penalty: 4710.299316
	Iteration 12Q: 3 clusters Score -1210672 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1210709.625000 Penalty: 4710.299316
	Iteration 13Q: 3 clusters Score -1210710 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1210736.125000 Penalty: 4710.299316
	Iteration 14Q: 3 clusters Score -1210736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1210760.250000 Penalty: 4710.299316
	Iteration 15Q: 3 clusters Score -1210760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1210784.750000 Penalty: 4710.299316
	Iteration 16Q: 3 clusters Score -1210785 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1210817.875000 Penalty: 4710.299316
	Iteration 17Q: 3 clusters Score -1210818 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1210858.250000 Penalty: 4710.299316
	Iteration 18Q: 3 clusters Score -1210858 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1210894.750000 Penalty: 4710.299316
	Iteration 19Q: 3 clusters Score -1210895 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1210954.875000 Penalty: 4710.299316
	Iteration 20F: 3 clusters Score -1210955 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1211022.375000 Penalty: 4710.299316
	Iteration 21Q: 3 clusters Score -1211022 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1211090.625000 Penalty: 4710.299316
	Iteration 22Q: 3 clusters Score -1211091 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1211179.125000 Penalty: 4710.299316
	Iteration 23Q: 3 clusters Score -1211179 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1211316.875000 Penalty: 4710.299316
	Iteration 24Q: 3 clusters Score -1211317 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1211495.875000 Penalty: 4710.299316
	Iteration 25Q: 3 clusters Score -1211496 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1211749.750000 Penalty: 4710.299316
	Iteration 26Q: 3 clusters Score -1211750 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1212085.000000 Penalty: 4710.299316
	Iteration 27Q: 3 clusters Score -1212085 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1212444.750000 Penalty: 4710.299316
	Iteration 28Q: 3 clusters Score -1212445 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1212803.875000 Penalty: 4710.299316
	Iteration 29Q: 3 clusters Score -1212804 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1213078.375000 Penalty: 4710.299316
	Iteration 30Q: 3 clusters Score -1213078 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1213232.125000 Penalty: 4710.299316
	Iteration 31Q: 3 clusters Score -1213232 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1213339.875000 Penalty: 4710.299316
	Iteration 32Q: 3 clusters Score -1213340 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1213398.250000 Penalty: 4710.299316
	Iteration 33Q: 3 clusters Score -1213398 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1213458.500000 Penalty: 4710.299316
	Iteration 34Q: 3 clusters Score -1213458 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1213494.500000 Penalty: 4710.299316
	Iteration 35Q: 3 clusters Score -1213494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1213521.000000 Penalty: 4710.299316
	Iteration 36Q: 3 clusters Score -1213521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1213538.750000 Penalty: 4710.299316
	Iteration 37Q: 3 clusters Score -1213539 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1213558.750000 Penalty: 4710.299316
	Iteration 38Q: 3 clusters Score -1213559 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1213573.625000 Penalty: 4710.299316
	Iteration 39Q: 3 clusters Score -1213574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1213589.750000 Penalty: 4710.299316
	Iteration 40F: 3 clusters Score -1213590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1213604.000000 Penalty: 4710.299316
	Iteration 41Q: 3 clusters Score -1213604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1213620.375000 Penalty: 4710.299316
	Iteration 42Q: 3 clusters Score -1213620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1213640.375000 Penalty: 4710.299316
	Iteration 43Q: 3 clusters Score -1213640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1213664.125000 Penalty: 4710.299316
	Iteration 44Q: 3 clusters Score -1213664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1213677.250000 Penalty: 4710.299316
	Iteration 45Q: 3 clusters Score -1213677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1213691.500000 Penalty: 4710.299316
	Iteration 46Q: 3 clusters Score -1213692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1213699.875000 Penalty: 4710.299316
	Iteration 47Q: 3 clusters Score -1213700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1213721.875000 Penalty: 4710.299316
	Iteration 48Q: 3 clusters Score -1213722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1213739.000000 Penalty: 4710.299316
	Iteration 49Q: 3 clusters Score -1213739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1213748.750000 Penalty: 4710.299316
	Iteration 50Q: 3 clusters Score -1213749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1213755.625000 Penalty: 4710.299316
	Iteration 51Q: 3 clusters Score -1213756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1213765.750000 Penalty: 4710.299316
	Iteration 52Q: 3 clusters Score -1213766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1213771.750000 Penalty: 4710.299316
	Iteration 53Q: 3 clusters Score -1213772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1213782.250000 Penalty: 4710.299316
	Iteration 54Q: 3 clusters Score -1213782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1213796.500000 Penalty: 4710.299316
	Iteration 55Q: 3 clusters Score -1213796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1213811.125000 Penalty: 4710.299316
	Iteration 56Q: 3 clusters Score -1213811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1213821.875000 Penalty: 4710.299316
	Iteration 57Q: 3 clusters Score -1213822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1213824.750000 Penalty: 4710.299316
	Iteration 58Q: 3 clusters Score -1213825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1213833.250000 Penalty: 4710.299316
	Iteration 59Q: 3 clusters Score -1213833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1213842.250000 Penalty: 4710.299316
	Iteration 60F: 3 clusters Score -1213842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1213843.125000 Penalty: 4710.299316
	Iteration 61Q: 3 clusters Score -1213843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1213852.000000 Penalty: 4710.299316
	Iteration 62Q: 3 clusters Score -1213852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1213862.125000 Penalty: 4710.299316
	Iteration 63Q: 3 clusters Score -1213862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1213867.250000 Penalty: 4710.299316
	Iteration 64Q: 3 clusters Score -1213867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1213879.500000 Penalty: 4710.299316
	Iteration 65Q: 3 clusters Score -1213880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1213883.250000 Penalty: 4710.299316
	Iteration 66Q: 3 clusters Score -1213883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1213888.000000 Penalty: 4710.299316
	Iteration 67Q: 3 clusters Score -1213888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1213893.250000 Penalty: 4710.299316
	Iteration 68Q: 3 clusters Score -1213893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1213893.750000 Penalty: 4710.299316
	Iteration 69Q: 3 clusters Score -1213894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1213895.625000 Penalty: 4710.299316
	Iteration 70Q: 3 clusters Score -1213896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1213904.500000 Penalty: 4710.299316
	Iteration 71Q: 3 clusters Score -1213904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1213910.250000 Penalty: 4710.299316
	Iteration 72Q: 3 clusters Score -1213910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1213919.250000 Penalty: 4710.299316
	Iteration 73Q: 3 clusters Score -1213919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1213928.000000 Penalty: 4710.299316
	Iteration 74Q: 3 clusters Score -1213928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1213933.500000 Penalty: 4710.299316
	Iteration 75Q: 3 clusters Score -1213934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1213941.375000 Penalty: 4710.299316
	Iteration 76Q: 3 clusters Score -1213941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1213945.875000 Penalty: 4710.299316
	Iteration 77Q: 3 clusters Score -1213946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1213949.625000 Penalty: 4710.299316
	Iteration 78Q: 3 clusters Score -1213950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1213954.750000 Penalty: 4710.299316
	Iteration 79Q: 3 clusters Score -1213955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1213961.750000 Penalty: 4710.299316
	Iteration 80F: 3 clusters Score -1213962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1213964.375000 Penalty: 4710.299316
	Iteration 81Q: 3 clusters Score -1213964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1213965.125000 Penalty: 4710.299316
	Iteration 82Q: 3 clusters Score -1213965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1213968.375000 Penalty: 4710.299316
	Iteration 83Q: 3 clusters Score -1213968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1213970.625000 Penalty: 4710.299316
	Iteration 84Q: 3 clusters Score -1213971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1213972.750000 Penalty: 4710.299316
	Iteration 85Q: 3 clusters Score -1213973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1213978.750000 Penalty: 4710.299316
	Iteration 86Q: 3 clusters Score -1213979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1213981.375000 Penalty: 4710.299316
	Iteration 87Q: 3 clusters Score -1213981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1213981.500000 Penalty: 4710.299316
	Iteration 88Q: 3 clusters Score -1213982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1213981.875000 Penalty: 4710.299316
	Iteration 89Q: 3 clusters Score -1213982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1213983.375000 Penalty: 4710.299316
	Iteration 90Q: 3 clusters Score -1213983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1213983.000000 Penalty: 4710.299316
	Iteration 91Q: 3 clusters Score -1213983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1213986.125000 Penalty: 4710.299316
	Iteration 92Q: 3 clusters Score -1213986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1213987.125000 Penalty: 4710.299316
	Iteration 93Q: 3 clusters Score -1213987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1213991.750000 Penalty: 4710.299316
	Iteration 94Q: 3 clusters Score -1213992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1213990.250000 Penalty: 4710.299316
	Iteration 95Q: 3 clusters Score -1213990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1213994.625000 Penalty: 4710.299316
	Iteration 96Q: 3 clusters Score -1213995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1213991.000000 Penalty: 4710.299316
	Iteration 97Q: 3 clusters Score -1213991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1213993.125000 Penalty: 4710.299316
	Iteration 98Q: 3 clusters Score -1213993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1213998.625000 Penalty: 4710.299316
	Iteration 99Q: 3 clusters Score -1213999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1213997.500000 Penalty: 4710.299316
	Iteration 100F: 3 clusters Score -1213998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1213998.000000 Penalty: 4710.299316
	Iteration 101Q: 3 clusters Score -1213998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1214001.125000 Penalty: 4710.299316
	Iteration 102Q: 3 clusters Score -1214001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1214001.625000 Penalty: 4710.299316
	Iteration 103Q: 3 clusters Score -1214002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1213998.625000 Penalty: 4710.299316
	Iteration 104Q: 3 clusters Score -1213999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1213999.750000 Penalty: 4710.299316
	Iteration 105Q: 3 clusters Score -1214000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1214000.875000 Penalty: 4710.299316
	Iteration 106Q: 3 clusters Score -1214001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1214000.875000 Penalty: 4710.299316
	Iteration 107Q: 3 clusters Score -1214001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1214006.625000 Penalty: 4710.299316
	Iteration 108Q: 3 clusters Score -1214007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1214008.750000 Penalty: 4710.299316
	Iteration 109Q: 3 clusters Score -1214009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1214008.625000 Penalty: 4710.299316
	Iteration 110Q: 3 clusters Score -1214009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1214009.375000 Penalty: 4710.299316
	Iteration 111Q: 3 clusters Score -1214009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1214012.625000 Penalty: 4710.299316
	Iteration 112Q: 3 clusters Score -1214013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1214013.125000 Penalty: 4710.299316
	Iteration 113Q: 3 clusters Score -1214013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1214010.000000 Penalty: 4710.299316
	Iteration 114Q: 3 clusters Score -1214010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1214011.125000 Penalty: 4710.299316
	Iteration 115Q: 3 clusters Score -1214011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1214011.125000 Penalty: 4710.299316
	Iteration 116F: 3 clusters Score -1214011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Entering Unmasked Estep 
Score: -723374.750000 Penalty: 2246.846680
	Iteration 0F: 2 clusters Score -723374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -716628.250000 Penalty: 4493.693359
	Iteration 0F: 3 clusters Score -716628.2 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -718563.687500 Penalty: 4493.693359
	Iteration 1F: 3 clusters Score -718563.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -718879.250000 Penalty: 4493.693359
	Iteration 2F: 3 clusters Score -718879.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -719140.875000 Penalty: 4493.693359
	Iteration 3F: 3 clusters Score -719140.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -719377.937500 Penalty: 4493.693359
	Iteration 4Q: 3 clusters Score -719377.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -719634.062500 Penalty: 4493.693359
	Iteration 5Q: 3 clusters Score -719634.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -719904.937500 Penalty: 4493.693359
	Iteration 6Q: 3 clusters Score -719904.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -720218.375000 Penalty: 4493.693359
	Iteration 7Q: 3 clusters Score -720218.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -720546.375000 Penalty: 4493.693359
	Iteration 8Q: 3 clusters Score -720546.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -720826.250000 Penalty: 4493.693359
	Iteration 9Q: 3 clusters Score -720826.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -721060.500000 Penalty: 4493.693359
	Iteration 10Q: 3 clusters Score -721060.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -721259.625000 Penalty: 4493.693359
	Iteration 11Q: 3 clusters Score -721259.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -721405.687500 Penalty: 4493.693359
	Iteration 12Q: 3 clusters Score -721405.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -721506.812500 Penalty: 4493.693359
	Iteration 13Q: 3 clusters Score -721506.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -721583.375000 Penalty: 4493.693359
	Iteration 14Q: 3 clusters Score -721583.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -721635.500000 Penalty: 4493.693359
	Iteration 15Q: 3 clusters Score -721635.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -721683.125000 Penalty: 4493.693359
	Iteration 16Q: 3 clusters Score -721683.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -721723.750000 Penalty: 4493.693359
	Iteration 17Q: 3 clusters Score -721723.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -721762.562500 Penalty: 4493.693359
	Iteration 18Q: 3 clusters Score -721762.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -721795.562500 Penalty: 4493.693359
	Iteration 19Q: 3 clusters Score -721795.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -721823.937500 Penalty: 4493.693359
	Iteration 20F: 3 clusters Score -721823.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -721857.937500 Penalty: 4493.693359
	Iteration 21Q: 3 clusters Score -721857.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -721905.187500 Penalty: 4493.693359
	Iteration 22Q: 3 clusters Score -721905.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -721968.812500 Penalty: 4493.693359
	Iteration 23Q: 3 clusters Score -721968.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -722039.187500 Penalty: 4493.693359
	Iteration 24Q: 3 clusters Score -722039.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -722120.250000 Penalty: 4493.693359
	Iteration 25Q: 3 clusters Score -722120.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -722193.000000 Penalty: 4493.693359
	Iteration 26Q: 3 clusters Score -722193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -722249.062500 Penalty: 4493.693359
	Iteration 27Q: 3 clusters Score -722249.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -722270.562500 Penalty: 4493.693359
	Iteration 28Q: 3 clusters Score -722270.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -722286.500000 Penalty: 4493.693359
	Iteration 29Q: 3 clusters Score -722286.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -722296.750000 Penalty: 4493.693359
	Iteration 30Q: 3 clusters Score -722296.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -722306.375000 Penalty: 4493.693359
	Iteration 31Q: 3 clusters Score -722306.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -722316.812500 Penalty: 4493.693359
	Iteration 32Q: 3 clusters Score -722316.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -722325.062500 Penalty: 4493.693359
	Iteration 33Q: 3 clusters Score -722325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -722330.062500 Penalty: 4493.693359
	Iteration 34Q: 3 clusters Score -722330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -722336.562500 Penalty: 4493.693359
	Iteration 35Q: 3 clusters Score -722336.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -722346.125000 Penalty: 4493.693359
	Iteration 36Q: 3 clusters Score -722346.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -722351.125000 Penalty: 4493.693359
	Iteration 37Q: 3 clusters Score -722351.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -722355.812500 Penalty: 4493.693359
	Iteration 38Q: 3 clusters Score -722355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -722360.812500 Penalty: 4493.693359
	Iteration 39Q: 3 clusters Score -722360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -722365.937500 Penalty: 4493.693359
	Iteration 40F: 3 clusters Score -722365.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -722371.375000 Penalty: 4493.693359
	Iteration 41Q: 3 clusters Score -722371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -722372.125000 Penalty: 4493.693359
	Iteration 42Q: 3 clusters Score -722372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -722374.312500 Penalty: 4493.693359
	Iteration 43Q: 3 clusters Score -722374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -722376.125000 Penalty: 4493.693359
	Iteration 44Q: 3 clusters Score -722376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -722377.125000 Penalty: 4493.693359
	Iteration 45Q: 3 clusters Score -722377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -722379.437500 Penalty: 4493.693359
	Iteration 46Q: 3 clusters Score -722379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -722380.125000 Penalty: 4493.693359
	Iteration 47Q: 3 clusters Score -722380.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -722380.125000 Penalty: 4493.693359
	Iteration 48F: 3 clusters Score -722380.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (417229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417229 members 
Entering Unmasked Estep 
Score: -36841076.000000 Penalty: 3209.464844
	Iteration 0F: 2 clusters Score -3.684108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208461 members 
Mstep: Class 2 contains 208768 members 
Entering Unmasked Estep 
Score: -36559384.000000 Penalty: 6418.929688
	Iteration 0F: 3 clusters Score -3.655938e+07 nChanged 202980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201329 members 
Mstep: Class 2 contains 215900 members 
Entering Unmasked Estep 
Score: -36679944.000000 Penalty: 6418.929688
	Iteration 1F: 3 clusters Score -3.667994e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196087 members 
Mstep: Class 2 contains 221142 members 
Entering Unmasked Estep 
Score: -36681828.000000 Penalty: 6418.929688
	Iteration 2Q: 3 clusters Score -3.668183e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187651 members 
Mstep: Class 2 contains 229578 members 
Entering Unmasked Estep 
Score: -36685196.000000 Penalty: 6418.929688
	Iteration 3Q: 3 clusters Score -3.66852e+07 nChanged 16273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 242827 members 
Entering Unmasked Estep 
Score: -36691068.000000 Penalty: 6418.929688
	Iteration 4Q: 3 clusters Score -3.669107e+07 nChanged 23153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 263262 members 
Entering Unmasked Estep 
Score: -36703148.000000 Penalty: 6418.929688
	Iteration 5F: 3 clusters Score -3.670315e+07 nChanged 31294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125173 members 
Mstep: Class 2 contains 292056 members 
Entering Unmasked Estep 
Score: -36724936.000000 Penalty: 6418.929688
	Iteration 6F: 3 clusters Score -3.672494e+07 nChanged 37020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 326926 members 
Entering Unmasked Estep 
Score: -36756804.000000 Penalty: 6418.929688
	Iteration 7F: 3 clusters Score -3.67568e+07 nChanged 34783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 360329 members 
Entering Unmasked Estep 
Score: -36788268.000000 Penalty: 6418.929688
	Iteration 8F: 3 clusters Score -3.678827e+07 nChanged 25504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 385391 members 
Entering Unmasked Estep 
Score: -36810940.000000 Penalty: 6418.929688
	Iteration 9F: 3 clusters Score -3.681094e+07 nChanged 15811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 401156 members 
Entering Unmasked Estep 
Score: -36824764.000000 Penalty: 6418.929688
	Iteration 10Q: 3 clusters Score -3.682476e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 409708 members 
Entering Unmasked Estep 
Score: -36832384.000000 Penalty: 6418.929688
	Iteration 11Q: 3 clusters Score -3.683238e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 413712 members 
Entering Unmasked Estep 
Score: -36835940.000000 Penalty: 6418.929688
	Iteration 12Q: 3 clusters Score -3.683594e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 415292 members 
Entering Unmasked Estep 
Score: -36837324.000000 Penalty: 6418.929688
	Iteration 13Q: 3 clusters Score -3.683732e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 415846 members 
Entering Unmasked Estep 
Score: -36838036.000000 Penalty: 6418.929688
	Iteration 14Q: 3 clusters Score -3.683804e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 416029 members 
Entering Unmasked Estep 
Score: -36838304.000000 Penalty: 6418.929688
	Iteration 15Q: 3 clusters Score -3.68383e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 416107 members 
Entering Unmasked Estep 
Score: -36838448.000000 Penalty: 6418.929688
	Iteration 16Q: 3 clusters Score -3.683845e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 416132 members 
Entering Unmasked Estep 
Score: -36838544.000000 Penalty: 6418.929688
	Iteration 17Q: 3 clusters Score -3.683854e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 416152 members 
Entering Unmasked Estep 
Score: -36838660.000000 Penalty: 6418.929688
	Iteration 18Q: 3 clusters Score -3.683866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 416164 members 
Entering Unmasked Estep 
Score: -36838708.000000 Penalty: 6418.929688
	Iteration 19Q: 3 clusters Score -3.683871e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 416162 members 
Entering Unmasked Estep 
Score: -36838788.000000 Penalty: 6418.929688
	Iteration 20F: 3 clusters Score -3.683879e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 416156 members 
Entering Unmasked Estep 
Score: -36838808.000000 Penalty: 6418.929688
	Iteration 21Q: 3 clusters Score -3.683881e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 416150 members 
Entering Unmasked Estep 
Score: -36838796.000000 Penalty: 6418.929688
	Iteration 22Q: 3 clusters Score -3.68388e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 416137 members 
Entering Unmasked Estep 
Score: -36838880.000000 Penalty: 6418.929688
	Iteration 23Q: 3 clusters Score -3.683888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 416136 members 
Entering Unmasked Estep 
Score: -36838876.000000 Penalty: 6418.929688
	Iteration 24Q: 3 clusters Score -3.683888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 416118 members 
Entering Unmasked Estep 
Score: -36838908.000000 Penalty: 6418.929688
	Iteration 25Q: 3 clusters Score -3.683891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 416105 members 
Entering Unmasked Estep 
Score: -36838940.000000 Penalty: 6418.929688
	Iteration 26Q: 3 clusters Score -3.683894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 416095 members 
Entering Unmasked Estep 
Score: -36838956.000000 Penalty: 6418.929688
	Iteration 27Q: 3 clusters Score -3.683896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 416075 members 
Entering Unmasked Estep 
Score: -36838996.000000 Penalty: 6418.929688
	Iteration 28Q: 3 clusters Score -3.6839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 416073 members 
Entering Unmasked Estep 
Score: -36839016.000000 Penalty: 6418.929688
	Iteration 29Q: 3 clusters Score -3.683902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 416071 members 
Entering Unmasked Estep 
Score: -36839020.000000 Penalty: 6418.929688
	Iteration 30Q: 3 clusters Score -3.683902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 416059 members 
Entering Unmasked Estep 
Score: -36839020.000000 Penalty: 6418.929688
	Iteration 31Q: 3 clusters Score -3.683902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 416053 members 
Entering Unmasked Estep 
Score: -36838992.000000 Penalty: 6418.929688
	Iteration 32Q: 3 clusters Score -3.683899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 416046 members 
Entering Unmasked Estep 
Score: -36838988.000000 Penalty: 6418.929688
	Iteration 33Q: 3 clusters Score -3.683899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 416044 members 
Entering Unmasked Estep 
Score: -36838980.000000 Penalty: 6418.929688
	Iteration 34Q: 3 clusters Score -3.683898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 416043 members 
Entering Unmasked Estep 
Score: -36838976.000000 Penalty: 6418.929688
	Iteration 35Q: 3 clusters Score -3.683898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 416037 members 
Entering Unmasked Estep 
Score: -36839008.000000 Penalty: 6418.929688
	Iteration 36Q: 3 clusters Score -3.683901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 416028 members 
Entering Unmasked Estep 
Score: -36838992.000000 Penalty: 6418.929688
	Iteration 37Q: 3 clusters Score -3.683899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 416026 members 
Entering Unmasked Estep 
Score: -36838976.000000 Penalty: 6418.929688
	Iteration 38Q: 3 clusters Score -3.683898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 416024 members 
Entering Unmasked Estep 
Score: -36839012.000000 Penalty: 6418.929688
	Iteration 39Q: 3 clusters Score -3.683901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 416021 members 
Entering Unmasked Estep 
Score: -36838988.000000 Penalty: 6418.929688
	Iteration 40F: 3 clusters Score -3.683899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 416016 members 
Entering Unmasked Estep 
Score: -36839028.000000 Penalty: 6418.929688
	Iteration 41Q: 3 clusters Score -3.683903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 416011 members 
Entering Unmasked Estep 
Score: -36839000.000000 Penalty: 6418.929688
	Iteration 42Q: 3 clusters Score -3.6839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 416010 members 
Entering Unmasked Estep 
Score: -36839016.000000 Penalty: 6418.929688
	Iteration 43Q: 3 clusters Score -3.683902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 416007 members 
Entering Unmasked Estep 
Score: -36839012.000000 Penalty: 6418.929688
	Iteration 44Q: 3 clusters Score -3.683901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 416004 members 
Entering Unmasked Estep 
Score: -36839016.000000 Penalty: 6418.929688
	Iteration 45Q: 3 clusters Score -3.683902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 416004 members 
Entering Unmasked Estep 
Score: -36839004.000000 Penalty: 6418.929688
	Iteration 46Q: 3 clusters Score -3.6839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 416005 members 
Entering Unmasked Estep 
Score: -36838984.000000 Penalty: 6418.929688
	Iteration 47Q: 3 clusters Score -3.683898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 416003 members 
Entering Unmasked Estep 
Score: -36839016.000000 Penalty: 6418.929688
	Iteration 48Q: 3 clusters Score -3.683902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 416002 members 
Entering Unmasked Estep 
Score: -36839000.000000 Penalty: 6418.929688
	Iteration 49Q: 3 clusters Score -3.6839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 416003 members 
Entering Unmasked Estep 
Score: -36839020.000000 Penalty: 6418.929688
	Iteration 50Q: 3 clusters Score -3.683902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 416004 members 
Entering Unmasked Estep 
Score: -36839008.000000 Penalty: 6418.929688
	Iteration 51Q: 3 clusters Score -3.683901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 416005 members 
Entering Unmasked Estep 
Score: -36839016.000000 Penalty: 6418.929688
	Iteration 52Q: 3 clusters Score -3.683902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 416005 members 
Entering Unmasked Estep 
Score: -36839016.000000 Penalty: 6418.929688
	Iteration 53F: 3 clusters Score -3.683902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Entering Unmasked Estep 
Score: -730608.375000 Penalty: 2243.363281
	Iteration 0F: 2 clusters Score -730608.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -723820.000000 Penalty: 4486.726562
	Iteration 0F: 3 clusters Score -723820 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -725724.437500 Penalty: 4486.726562
	Iteration 1F: 3 clusters Score -725724.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -725977.312500 Penalty: 4486.726562
	Iteration 2F: 3 clusters Score -725977.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -726155.562500 Penalty: 4486.726562
	Iteration 3Q: 3 clusters Score -726155.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -726311.187500 Penalty: 4486.726562
	Iteration 4Q: 3 clusters Score -726311.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -726441.625000 Penalty: 4486.726562
	Iteration 5Q: 3 clusters Score -726441.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -726569.750000 Penalty: 4486.726562
	Iteration 6Q: 3 clusters Score -726569.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -726721.000000 Penalty: 4486.726562
	Iteration 7Q: 3 clusters Score -726721 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -726871.875000 Penalty: 4486.726562
	Iteration 8Q: 3 clusters Score -726871.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -727024.187500 Penalty: 4486.726562
	Iteration 9Q: 3 clusters Score -727024.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -727165.562500 Penalty: 4486.726562
	Iteration 10Q: 3 clusters Score -727165.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -727294.312500 Penalty: 4486.726562
	Iteration 11Q: 3 clusters Score -727294.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -727433.312500 Penalty: 4486.726562
	Iteration 12Q: 3 clusters Score -727433.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -727578.875000 Penalty: 4486.726562
	Iteration 13Q: 3 clusters Score -727578.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -727691.250000 Penalty: 4486.726562
	Iteration 14Q: 3 clusters Score -727691.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -727813.312500 Penalty: 4486.726562
	Iteration 15Q: 3 clusters Score -727813.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -727925.000000 Penalty: 4486.726562
	Iteration 16Q: 3 clusters Score -727925 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -728034.562500 Penalty: 4486.726562
	Iteration 17Q: 3 clusters Score -728034.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -728135.875000 Penalty: 4486.726562
	Iteration 18Q: 3 clusters Score -728135.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -728207.312500 Penalty: 4486.726562
	Iteration 19Q: 3 clusters Score -728207.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -728274.375000 Penalty: 4486.726562
	Iteration 20F: 3 clusters Score -728274.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -728328.937500 Penalty: 4486.726562
	Iteration 21Q: 3 clusters Score -728328.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -728372.625000 Penalty: 4486.726562
	Iteration 22Q: 3 clusters Score -728372.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -728410.937500 Penalty: 4486.726562
	Iteration 23Q: 3 clusters Score -728410.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -728444.375000 Penalty: 4486.726562
	Iteration 24Q: 3 clusters Score -728444.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -728471.062500 Penalty: 4486.726562
	Iteration 25Q: 3 clusters Score -728471.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -728492.500000 Penalty: 4486.726562
	Iteration 26Q: 3 clusters Score -728492.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -728510.375000 Penalty: 4486.726562
	Iteration 27Q: 3 clusters Score -728510.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -728523.375000 Penalty: 4486.726562
	Iteration 28Q: 3 clusters Score -728523.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -728534.000000 Penalty: 4486.726562
	Iteration 29Q: 3 clusters Score -728534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -728539.437500 Penalty: 4486.726562
	Iteration 30Q: 3 clusters Score -728539.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -728543.625000 Penalty: 4486.726562
	Iteration 31Q: 3 clusters Score -728543.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -728546.437500 Penalty: 4486.726562
	Iteration 32Q: 3 clusters Score -728546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -728552.187500 Penalty: 4486.726562
	Iteration 33Q: 3 clusters Score -728552.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -728554.625000 Penalty: 4486.726562
	Iteration 34Q: 3 clusters Score -728554.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -728557.937500 Penalty: 4486.726562
	Iteration 35Q: 3 clusters Score -728557.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -728560.875000 Penalty: 4486.726562
	Iteration 36Q: 3 clusters Score -728560.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -728564.125000 Penalty: 4486.726562
	Iteration 37Q: 3 clusters Score -728564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -728566.750000 Penalty: 4486.726562
	Iteration 38Q: 3 clusters Score -728566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -728569.750000 Penalty: 4486.726562
	Iteration 39Q: 3 clusters Score -728569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -728572.562500 Penalty: 4486.726562
	Iteration 40F: 3 clusters Score -728572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -728581.000000 Penalty: 4486.726562
	Iteration 41Q: 3 clusters Score -728581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -728587.562500 Penalty: 4486.726562
	Iteration 42Q: 3 clusters Score -728587.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -728590.187500 Penalty: 4486.726562
	Iteration 43Q: 3 clusters Score -728590.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -728593.500000 Penalty: 4486.726562
	Iteration 44Q: 3 clusters Score -728593.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -728599.875000 Penalty: 4486.726562
	Iteration 45Q: 3 clusters Score -728599.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -728601.187500 Penalty: 4486.726562
	Iteration 46Q: 3 clusters Score -728601.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -728606.125000 Penalty: 4486.726562
	Iteration 47Q: 3 clusters Score -728606.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -728608.500000 Penalty: 4486.726562
	Iteration 48Q: 3 clusters Score -728608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -728611.812500 Penalty: 4486.726562
	Iteration 49Q: 3 clusters Score -728611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -728613.500000 Penalty: 4486.726562
	Iteration 50Q: 3 clusters Score -728613.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -728616.000000 Penalty: 4486.726562
	Iteration 51Q: 3 clusters Score -728616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -728621.625000 Penalty: 4486.726562
	Iteration 52Q: 3 clusters Score -728621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -728623.812500 Penalty: 4486.726562
	Iteration 53Q: 3 clusters Score -728623.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -728625.937500 Penalty: 4486.726562
	Iteration 54Q: 3 clusters Score -728625.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -728631.562500 Penalty: 4486.726562
	Iteration 55Q: 3 clusters Score -728631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -728636.437500 Penalty: 4486.726562
	Iteration 56Q: 3 clusters Score -728636.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -728641.562500 Penalty: 4486.726562
	Iteration 57Q: 3 clusters Score -728641.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -728647.937500 Penalty: 4486.726562
	Iteration 58Q: 3 clusters Score -728647.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -728652.937500 Penalty: 4486.726562
	Iteration 59Q: 3 clusters Score -728652.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -728657.312500 Penalty: 4486.726562
	Iteration 60F: 3 clusters Score -728657.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -728662.812500 Penalty: 4486.726562
	Iteration 61Q: 3 clusters Score -728662.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -728667.125000 Penalty: 4486.726562
	Iteration 62Q: 3 clusters Score -728667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -728667.937500 Penalty: 4486.726562
	Iteration 63Q: 3 clusters Score -728667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -728670.062500 Penalty: 4486.726562
	Iteration 64Q: 3 clusters Score -728670.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -728674.562500 Penalty: 4486.726562
	Iteration 65Q: 3 clusters Score -728674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -728676.187500 Penalty: 4486.726562
	Iteration 66Q: 3 clusters Score -728676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -728677.437500 Penalty: 4486.726562
	Iteration 67Q: 3 clusters Score -728677.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -728679.187500 Penalty: 4486.726562
	Iteration 68Q: 3 clusters Score -728679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -728680.250000 Penalty: 4486.726562
	Iteration 69Q: 3 clusters Score -728680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -728681.250000 Penalty: 4486.726562
	Iteration 70Q: 3 clusters Score -728681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -728680.375000 Penalty: 4486.726562
	Iteration 71Q: 3 clusters Score -728680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -728680.625000 Penalty: 4486.726562
	Iteration 72Q: 3 clusters Score -728680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -728681.187500 Penalty: 4486.726562
	Iteration 73Q: 3 clusters Score -728681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -728681.187500 Penalty: 4486.726562
	Iteration 74F: 3 clusters Score -728681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Entering Unmasked Estep 
Score: -733915.125000 Penalty: 2245.922607
	Iteration 0F: 2 clusters Score -733915.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -727211.562500 Penalty: 4491.845215
	Iteration 0F: 3 clusters Score -727211.6 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -729141.500000 Penalty: 4491.845215
	Iteration 1F: 3 clusters Score -729141.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -729470.000000 Penalty: 4491.845215
	Iteration 2F: 3 clusters Score -729470 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -729734.187500 Penalty: 4491.845215
	Iteration 3F: 3 clusters Score -729734.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -729934.312500 Penalty: 4491.845215
	Iteration 4Q: 3 clusters Score -729934.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -730120.187500 Penalty: 4491.845215
	Iteration 5Q: 3 clusters Score -730120.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -730282.625000 Penalty: 4491.845215
	Iteration 6Q: 3 clusters Score -730282.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -730468.750000 Penalty: 4491.845215
	Iteration 7Q: 3 clusters Score -730468.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -730674.250000 Penalty: 4491.845215
	Iteration 8Q: 3 clusters Score -730674.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -730887.062500 Penalty: 4491.845215
	Iteration 9Q: 3 clusters Score -730887.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -731102.687500 Penalty: 4491.845215
	Iteration 10Q: 3 clusters Score -731102.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -731311.375000 Penalty: 4491.845215
	Iteration 11Q: 3 clusters Score -731311.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -731511.937500 Penalty: 4491.845215
	Iteration 12Q: 3 clusters Score -731511.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -731698.625000 Penalty: 4491.845215
	Iteration 13Q: 3 clusters Score -731698.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -731860.500000 Penalty: 4491.845215
	Iteration 14Q: 3 clusters Score -731860.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -732025.187500 Penalty: 4491.845215
	Iteration 15Q: 3 clusters Score -732025.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -732164.062500 Penalty: 4491.845215
	Iteration 16Q: 3 clusters Score -732164.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -732253.375000 Penalty: 4491.845215
	Iteration 17Q: 3 clusters Score -732253.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -732318.875000 Penalty: 4491.845215
	Iteration 18Q: 3 clusters Score -732318.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -732358.812500 Penalty: 4491.845215
	Iteration 19Q: 3 clusters Score -732358.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -732382.937500 Penalty: 4491.845215
	Iteration 20F: 3 clusters Score -732382.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -732404.437500 Penalty: 4491.845215
	Iteration 21Q: 3 clusters Score -732404.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -732421.875000 Penalty: 4491.845215
	Iteration 22Q: 3 clusters Score -732421.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -732433.312500 Penalty: 4491.845215
	Iteration 23Q: 3 clusters Score -732433.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -732444.875000 Penalty: 4491.845215
	Iteration 24Q: 3 clusters Score -732444.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -732450.375000 Penalty: 4491.845215
	Iteration 25Q: 3 clusters Score -732450.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -732454.062500 Penalty: 4491.845215
	Iteration 26Q: 3 clusters Score -732454.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -732464.062500 Penalty: 4491.845215
	Iteration 27Q: 3 clusters Score -732464.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -732470.187500 Penalty: 4491.845215
	Iteration 28Q: 3 clusters Score -732470.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -732475.875000 Penalty: 4491.845215
	Iteration 29Q: 3 clusters Score -732475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -732478.375000 Penalty: 4491.845215
	Iteration 30Q: 3 clusters Score -732478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -732478.375000 Penalty: 4491.845215
	Iteration 31F: 3 clusters Score -732478.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Entering Unmasked Estep 
Score: -2470395.000000 Penalty: 2540.358887
	Iteration 0F: 2 clusters Score -2470395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2451188.250000 Penalty: 5080.717773
	Iteration 0F: 3 clusters Score -2451188 nChanged 12627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2457950.750000 Penalty: 5080.717773
	Iteration 1F: 3 clusters Score -2457951 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2458400.000000 Penalty: 5080.717773
	Iteration 2Q: 3 clusters Score -2458400 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2458798.250000 Penalty: 5080.717773
	Iteration 3Q: 3 clusters Score -2458798 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2459182.000000 Penalty: 5080.717773
	Iteration 4Q: 3 clusters Score -2459182 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2459620.000000 Penalty: 5080.717773
	Iteration 5Q: 3 clusters Score -2459620 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2460111.250000 Penalty: 5080.717773
	Iteration 6Q: 3 clusters Score -2460111 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2460742.000000 Penalty: 5080.717773
	Iteration 7Q: 3 clusters Score -2460742 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2461617.500000 Penalty: 5080.717773
	Iteration 8Q: 3 clusters Score -2461618 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2462914.750000 Penalty: 5080.717773
	Iteration 9F: 3 clusters Score -2462915 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2464909.250000 Penalty: 5080.717773
	Iteration 10F: 3 clusters Score -2464909 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2467142.500000 Penalty: 5080.717773
	Iteration 11F: 3 clusters Score -2467142 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2468906.000000 Penalty: 5080.717773
	Iteration 12F: 3 clusters Score -2468906 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2470197.250000 Penalty: 5080.717773
	Iteration 13Q: 3 clusters Score -2470197 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2471084.750000 Penalty: 5080.717773
	Iteration 14Q: 3 clusters Score -2471085 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2471785.250000 Penalty: 5080.717773
	Iteration 15Q: 3 clusters Score -2471785 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2472348.750000 Penalty: 5080.717773
	Iteration 16Q: 3 clusters Score -2472349 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2472720.750000 Penalty: 5080.717773
	Iteration 17Q: 3 clusters Score -2472721 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2472936.250000 Penalty: 5080.717773
	Iteration 18Q: 3 clusters Score -2472936 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2473046.750000 Penalty: 5080.717773
	Iteration 19Q: 3 clusters Score -2473047 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2473132.500000 Penalty: 5080.717773
	Iteration 20F: 3 clusters Score -2473132 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2473178.250000 Penalty: 5080.717773
	Iteration 21Q: 3 clusters Score -2473178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2473185.500000 Penalty: 5080.717773
	Iteration 22Q: 3 clusters Score -2473186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2473195.250000 Penalty: 5080.717773
	Iteration 23Q: 3 clusters Score -2473195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2473195.250000 Penalty: 5080.717773
	Iteration 24Q: 3 clusters Score -2473195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2473200.000000 Penalty: 5080.717773
	Iteration 25Q: 3 clusters Score -2473200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2473199.750000 Penalty: 5080.717773
	Iteration 26Q: 3 clusters Score -2473200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2473204.250000 Penalty: 5080.717773
	Iteration 27Q: 3 clusters Score -2473204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2473204.000000 Penalty: 5080.717773
	Iteration 28Q: 3 clusters Score -2473204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2473205.500000 Penalty: 5080.717773
	Iteration 29Q: 3 clusters Score -2473206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2473198.500000 Penalty: 5080.717773
	Iteration 30Q: 3 clusters Score -2473198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2473198.500000 Penalty: 5080.717773
	Iteration 31Q: 3 clusters Score -2473198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2473198.500000 Penalty: 5080.717773
	Iteration 32F: 3 clusters Score -2473198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 12817 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 14966 members 
Mstep: Class 32 contains 9655 members 
Entering Unmasked Estep 
Score: -112972248.000000 Penalty: 111907.523438
Splitting cluster 11 changes total score from -112969648.000000 to -112972248.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (12817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Entering Unmasked Estep 
Score: -1040576.375000 Penalty: 2345.714844
	Iteration 0F: 2 clusters Score -1040576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1031042.875000 Penalty: 4691.429688
	Iteration 0F: 3 clusters Score -1031043 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1034461.062500 Penalty: 4691.429688
	Iteration 1F: 3 clusters Score -1034461 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1035551.375000 Penalty: 4691.429688
	Iteration 2F: 3 clusters Score -1035551 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1037238.000000 Penalty: 4691.429688
	Iteration 3F: 3 clusters Score -1037238 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1038623.125000 Penalty: 4691.429688
	Iteration 4F: 3 clusters Score -1038623 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1039565.625000 Penalty: 4691.429688
	Iteration 5F: 3 clusters Score -1039566 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1040254.312500 Penalty: 4691.429688
	Iteration 6F: 3 clusters Score -1040254 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1040688.375000 Penalty: 4691.429688
	Iteration 7Q: 3 clusters Score -1040688 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1040963.187500 Penalty: 4691.429688
	Iteration 8Q: 3 clusters Score -1040963 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1041144.750000 Penalty: 4691.429688
	Iteration 9Q: 3 clusters Score -1041145 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1041243.500000 Penalty: 4691.429688
	Iteration 10Q: 3 clusters Score -1041244 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1041312.625000 Penalty: 4691.429688
	Iteration 11Q: 3 clusters Score -1041313 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1041361.187500 Penalty: 4691.429688
	Iteration 12Q: 3 clusters Score -1041361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1041384.812500 Penalty: 4691.429688
	Iteration 13Q: 3 clusters Score -1041385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1041406.937500 Penalty: 4691.429688
	Iteration 14Q: 3 clusters Score -1041407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1041419.562500 Penalty: 4691.429688
	Iteration 15Q: 3 clusters Score -1041420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1041438.375000 Penalty: 4691.429688
	Iteration 16Q: 3 clusters Score -1041438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1041459.562500 Penalty: 4691.429688
	Iteration 17Q: 3 clusters Score -1041460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1041472.500000 Penalty: 4691.429688
	Iteration 18Q: 3 clusters Score -1041472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1041485.187500 Penalty: 4691.429688
	Iteration 19Q: 3 clusters Score -1041485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1041497.625000 Penalty: 4691.429688
	Iteration 20F: 3 clusters Score -1041498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1041504.437500 Penalty: 4691.429688
	Iteration 21Q: 3 clusters Score -1041504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1041510.625000 Penalty: 4691.429688
	Iteration 22Q: 3 clusters Score -1041511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1041510.187500 Penalty: 4691.429688
	Iteration 23Q: 3 clusters Score -1041510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1041516.250000 Penalty: 4691.429688
	Iteration 24Q: 3 clusters Score -1041516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1041517.187500 Penalty: 4691.429688
	Iteration 25Q: 3 clusters Score -1041517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1041522.250000 Penalty: 4691.429688
	Iteration 26Q: 3 clusters Score -1041522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1041528.750000 Penalty: 4691.429688
	Iteration 27Q: 3 clusters Score -1041529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1041525.875000 Penalty: 4691.429688
	Iteration 28Q: 3 clusters Score -1041526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1041527.625000 Penalty: 4691.429688
	Iteration 29Q: 3 clusters Score -1041528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1041526.625000 Penalty: 4691.429688
	Iteration 30Q: 3 clusters Score -1041527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1041527.937500 Penalty: 4691.429688
	Iteration 31Q: 3 clusters Score -1041528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1041529.687500 Penalty: 4691.429688
	Iteration 32Q: 3 clusters Score -1041530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1041529.812500 Penalty: 4691.429688
	Iteration 33Q: 3 clusters Score -1041530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1041529.812500 Penalty: 4691.429688
	Iteration 34F: 3 clusters Score -1041530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 14966 members 
Mstep: Class 32 contains 9655 members 
Mstep: Class 33 contains 9815 members 
Entering Unmasked Estep 
Score: -112972088.000000 Penalty: 115404.632812
Splitting cluster 12 changes total score from -112969648.000000 to -112972088.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 13 (7261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Entering Unmasked Estep 
Score: -576133.437500 Penalty: 2204.787842
	Iteration 0F: 2 clusters Score -576133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -570274.375000 Penalty: 4409.575684
	Iteration 0F: 3 clusters Score -570274.4 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -572227.625000 Penalty: 4409.575684
	Iteration 1F: 3 clusters Score -572227.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -572952.125000 Penalty: 4409.575684
	Iteration 2F: 3 clusters Score -572952.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -573668.125000 Penalty: 4409.575684
	Iteration 3F: 3 clusters Score -573668.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -574342.812500 Penalty: 4409.575684
	Iteration 4F: 3 clusters Score -574342.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -574963.937500 Penalty: 4409.575684
	Iteration 5F: 3 clusters Score -574963.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -575491.500000 Penalty: 4409.575684
	Iteration 6F: 3 clusters Score -575491.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -575879.562500 Penalty: 4409.575684
	Iteration 7Q: 3 clusters Score -575879.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -576093.500000 Penalty: 4409.575684
	Iteration 8Q: 3 clusters Score -576093.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -576242.500000 Penalty: 4409.575684
	Iteration 9Q: 3 clusters Score -576242.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -576328.687500 Penalty: 4409.575684
	Iteration 10Q: 3 clusters Score -576328.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -576380.312500 Penalty: 4409.575684
	Iteration 11Q: 3 clusters Score -576380.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -576420.062500 Penalty: 4409.575684
	Iteration 12Q: 3 clusters Score -576420.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -576450.812500 Penalty: 4409.575684
	Iteration 13Q: 3 clusters Score -576450.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -576468.687500 Penalty: 4409.575684
	Iteration 14Q: 3 clusters Score -576468.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -576484.437500 Penalty: 4409.575684
	Iteration 15Q: 3 clusters Score -576484.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -576491.625000 Penalty: 4409.575684
	Iteration 16Q: 3 clusters Score -576491.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -576495.250000 Penalty: 4409.575684
	Iteration 17Q: 3 clusters Score -576495.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -576497.500000 Penalty: 4409.575684
	Iteration 18Q: 3 clusters Score -576497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -576500.437500 Penalty: 4409.575684
	Iteration 19Q: 3 clusters Score -576500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -576502.000000 Penalty: 4409.575684
	Iteration 20F: 3 clusters Score -576502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -576503.437500 Penalty: 4409.575684
	Iteration 21Q: 3 clusters Score -576503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -576503.625000 Penalty: 4409.575684
	Iteration 22Q: 3 clusters Score -576503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -576504.812500 Penalty: 4409.575684
	Iteration 23Q: 3 clusters Score -576504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -576507.687500 Penalty: 4409.575684
	Iteration 24Q: 3 clusters Score -576507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -576508.625000 Penalty: 4409.575684
	Iteration 25Q: 3 clusters Score -576508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -576508.625000 Penalty: 4409.575684
	Iteration 26F: 3 clusters Score -576508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 14966 members 
Mstep: Class 32 contains 9655 members 
Mstep: Class 33 contains 9815 members 
Mstep: Class 34 contains 4719 members 
Entering Unmasked Estep 
Score: -112971168.000000 Penalty: 118901.742188
Splitting cluster 13 changes total score from -112969648.000000 to -112971168.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (11705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Entering Unmasked Estep 
Score: -990601.625000 Penalty: 2323.207275
	Iteration 0F: 2 clusters Score -990601.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -981909.562500 Penalty: 4646.414551
	Iteration 0F: 3 clusters Score -981909.6 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -984589.687500 Penalty: 4646.414551
	Iteration 1F: 3 clusters Score -984589.7 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -985089.250000 Penalty: 4646.414551
	Iteration 2F: 3 clusters Score -985089.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -985619.187500 Penalty: 4646.414551
	Iteration 3F: 3 clusters Score -985619.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -986239.062500 Penalty: 4646.414551
	Iteration 4F: 3 clusters Score -986239.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -986946.812500 Penalty: 4646.414551
	Iteration 5F: 3 clusters Score -986946.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -987580.937500 Penalty: 4646.414551
	Iteration 6F: 3 clusters Score -987580.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -988095.000000 Penalty: 4646.414551
	Iteration 7F: 3 clusters Score -988095 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -988452.875000 Penalty: 4646.414551
	Iteration 8Q: 3 clusters Score -988452.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -988730.812500 Penalty: 4646.414551
	Iteration 9Q: 3 clusters Score -988730.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -988955.625000 Penalty: 4646.414551
	Iteration 10Q: 3 clusters Score -988955.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -989144.250000 Penalty: 4646.414551
	Iteration 11Q: 3 clusters Score -989144.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -989296.312500 Penalty: 4646.414551
	Iteration 12Q: 3 clusters Score -989296.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -989412.375000 Penalty: 4646.414551
	Iteration 13Q: 3 clusters Score -989412.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -989481.187500 Penalty: 4646.414551
	Iteration 14Q: 3 clusters Score -989481.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -989527.125000 Penalty: 4646.414551
	Iteration 15Q: 3 clusters Score -989527.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -989569.812500 Penalty: 4646.414551
	Iteration 16Q: 3 clusters Score -989569.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -989599.625000 Penalty: 4646.414551
	Iteration 17Q: 3 clusters Score -989599.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -989620.937500 Penalty: 4646.414551
	Iteration 18Q: 3 clusters Score -989620.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -989628.687500 Penalty: 4646.414551
	Iteration 19Q: 3 clusters Score -989628.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -989632.562500 Penalty: 4646.414551
	Iteration 20F: 3 clusters Score -989632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -989637.312500 Penalty: 4646.414551
	Iteration 21Q: 3 clusters Score -989637.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -989645.937500 Penalty: 4646.414551
	Iteration 22Q: 3 clusters Score -989645.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -989652.250000 Penalty: 4646.414551
	Iteration 23Q: 3 clusters Score -989652.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -989661.000000 Penalty: 4646.414551
	Iteration 24Q: 3 clusters Score -989661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -989663.812500 Penalty: 4646.414551
	Iteration 25Q: 3 clusters Score -989663.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -989666.000000 Penalty: 4646.414551
	Iteration 26Q: 3 clusters Score -989666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -989668.625000 Penalty: 4646.414551
	Iteration 27Q: 3 clusters Score -989668.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -989669.500000 Penalty: 4646.414551
	Iteration 28Q: 3 clusters Score -989669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -989668.750000 Penalty: 4646.414551
	Iteration 29Q: 3 clusters Score -989668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -989669.625000 Penalty: 4646.414551
	Iteration 30Q: 3 clusters Score -989669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -989671.500000 Penalty: 4646.414551
	Iteration 31Q: 3 clusters Score -989671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -989670.125000 Penalty: 4646.414551
	Iteration 32Q: 3 clusters Score -989670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -989673.000000 Penalty: 4646.414551
	Iteration 33Q: 3 clusters Score -989673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -989677.187500 Penalty: 4646.414551
	Iteration 34Q: 3 clusters Score -989677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -989676.250000 Penalty: 4646.414551
	Iteration 35Q: 3 clusters Score -989676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -989675.437500 Penalty: 4646.414551
	Iteration 36Q: 3 clusters Score -989675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -989675.500000 Penalty: 4646.414551
	Iteration 37Q: 3 clusters Score -989675.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -989676.187500 Penalty: 4646.414551
	Iteration 38Q: 3 clusters Score -989676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -989676.812500 Penalty: 4646.414551
	Iteration 39Q: 3 clusters Score -989676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -989678.625000 Penalty: 4646.414551
	Iteration 40F: 3 clusters Score -989678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Entering Unmasked Estep 
Score: -362785.031250 Penalty: 2127.648682
	Iteration 0F: 2 clusters Score -362785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -358166.500000 Penalty: 4255.297363
	Iteration 0F: 3 clusters Score -358166.5 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -359622.531250 Penalty: 4255.297363
	Iteration 1F: 3 clusters Score -359622.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -360100.000000 Penalty: 4255.297363
	Iteration 2F: 3 clusters Score -360100 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -360491.281250 Penalty: 4255.297363
	Iteration 3F: 3 clusters Score -360491.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -360848.750000 Penalty: 4255.297363
	Iteration 4F: 3 clusters Score -360848.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -361151.593750 Penalty: 4255.297363
	Iteration 5F: 3 clusters Score -361151.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -361388.843750 Penalty: 4255.297363
	Iteration 6F: 3 clusters Score -361388.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -361557.406250 Penalty: 4255.297363
	Iteration 7Q: 3 clusters Score -361557.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -361681.718750 Penalty: 4255.297363
	Iteration 8Q: 3 clusters Score -361681.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -361792.687500 Penalty: 4255.297363
	Iteration 9Q: 3 clusters Score -361792.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -361896.625000 Penalty: 4255.297363
	Iteration 10Q: 3 clusters Score -361896.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -361982.593750 Penalty: 4255.297363
	Iteration 11Q: 3 clusters Score -361982.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -362050.218750 Penalty: 4255.297363
	Iteration 12Q: 3 clusters Score -362050.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -362108.750000 Penalty: 4255.297363
	Iteration 13Q: 3 clusters Score -362108.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -362150.875000 Penalty: 4255.297363
	Iteration 14Q: 3 clusters Score -362150.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -362210.250000 Penalty: 4255.297363
	Iteration 15Q: 3 clusters Score -362210.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -362264.906250 Penalty: 4255.297363
	Iteration 16Q: 3 clusters Score -362264.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -362297.843750 Penalty: 4255.297363
	Iteration 17Q: 3 clusters Score -362297.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -362330.000000 Penalty: 4255.297363
	Iteration 18Q: 3 clusters Score -362330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -362385.000000 Penalty: 4255.297363
	Iteration 19Q: 3 clusters Score -362385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -362421.437500 Penalty: 4255.297363
	Iteration 20F: 3 clusters Score -362421.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -362447.406250 Penalty: 4255.297363
	Iteration 21Q: 3 clusters Score -362447.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -362461.281250 Penalty: 4255.297363
	Iteration 22Q: 3 clusters Score -362461.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -362468.281250 Penalty: 4255.297363
	Iteration 23Q: 3 clusters Score -362468.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -362475.093750 Penalty: 4255.297363
	Iteration 24Q: 3 clusters Score -362475.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -362479.687500 Penalty: 4255.297363
	Iteration 25Q: 3 clusters Score -362479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -362482.718750 Penalty: 4255.297363
	Iteration 26Q: 3 clusters Score -362482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -362484.875000 Penalty: 4255.297363
	Iteration 27Q: 3 clusters Score -362484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -362487.281250 Penalty: 4255.297363
	Iteration 28Q: 3 clusters Score -362487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -362488.625000 Penalty: 4255.297363
	Iteration 29Q: 3 clusters Score -362488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -362490.156250 Penalty: 4255.297363
	Iteration 30Q: 3 clusters Score -362490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -362492.312500 Penalty: 4255.297363
	Iteration 31Q: 3 clusters Score -362492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -362493.531250 Penalty: 4255.297363
	Iteration 32Q: 3 clusters Score -362493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -362494.406250 Penalty: 4255.297363
	Iteration 33Q: 3 clusters Score -362494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -362494.781250 Penalty: 4255.297363
	Iteration 34Q: 3 clusters Score -362494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -362495.343750 Penalty: 4255.297363
	Iteration 35Q: 3 clusters Score -362495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -362494.718750 Penalty: 4255.297363
	Iteration 36Q: 3 clusters Score -362494.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -362494.718750 Penalty: 4255.297363
	Iteration 37F: 3 clusters Score -362494.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Entering Unmasked Estep 
Score: -904593.875000 Penalty: 2310.313477
	Iteration 0F: 2 clusters Score -904593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -896250.062500 Penalty: 4620.626953
	Iteration 0F: 3 clusters Score -896250.1 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -899166.500000 Penalty: 4620.626953
	Iteration 1F: 3 clusters Score -899166.5 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -900094.500000 Penalty: 4620.626953
	Iteration 2F: 3 clusters Score -900094.5 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -901548.812500 Penalty: 4620.626953
	Iteration 3F: 3 clusters Score -901548.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -903929.750000 Penalty: 4620.626953
	Iteration 4F: 3 clusters Score -903929.8 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -906383.875000 Penalty: 4620.626953
	Iteration 5F: 3 clusters Score -906383.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -907242.562500 Penalty: 4620.626953
	Iteration 6F: 3 clusters Score -907242.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -907460.687500 Penalty: 4620.626953
	Iteration 7Q: 3 clusters Score -907460.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -907528.875000 Penalty: 4620.626953
	Iteration 8Q: 3 clusters Score -907528.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -907556.625000 Penalty: 4620.626953
	Iteration 9Q: 3 clusters Score -907556.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -907570.750000 Penalty: 4620.626953
	Iteration 10Q: 3 clusters Score -907570.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -907579.187500 Penalty: 4620.626953
	Iteration 11Q: 3 clusters Score -907579.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -907584.250000 Penalty: 4620.626953
	Iteration 12Q: 3 clusters Score -907584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -907587.500000 Penalty: 4620.626953
	Iteration 13Q: 3 clusters Score -907587.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -907590.062500 Penalty: 4620.626953
	Iteration 14Q: 3 clusters Score -907590.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -907596.125000 Penalty: 4620.626953
	Iteration 15Q: 3 clusters Score -907596.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -907601.125000 Penalty: 4620.626953
	Iteration 16Q: 3 clusters Score -907601.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -907604.250000 Penalty: 4620.626953
	Iteration 17Q: 3 clusters Score -907604.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -907607.125000 Penalty: 4620.626953
	Iteration 18Q: 3 clusters Score -907607.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -907613.125000 Penalty: 4620.626953
	Iteration 19Q: 3 clusters Score -907613.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -907623.875000 Penalty: 4620.626953
	Iteration 20F: 3 clusters Score -907623.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -907636.062500 Penalty: 4620.626953
	Iteration 21Q: 3 clusters Score -907636.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -907651.625000 Penalty: 4620.626953
	Iteration 22Q: 3 clusters Score -907651.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -907675.187500 Penalty: 4620.626953
	Iteration 23Q: 3 clusters Score -907675.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -907701.312500 Penalty: 4620.626953
	Iteration 24Q: 3 clusters Score -907701.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -907726.875000 Penalty: 4620.626953
	Iteration 25Q: 3 clusters Score -907726.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -907762.437500 Penalty: 4620.626953
	Iteration 26Q: 3 clusters Score -907762.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -907799.437500 Penalty: 4620.626953
	Iteration 27Q: 3 clusters Score -907799.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -907833.000000 Penalty: 4620.626953
	Iteration 28Q: 3 clusters Score -907833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -907861.437500 Penalty: 4620.626953
	Iteration 29Q: 3 clusters Score -907861.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -907881.937500 Penalty: 4620.626953
	Iteration 30Q: 3 clusters Score -907881.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -907898.500000 Penalty: 4620.626953
	Iteration 31Q: 3 clusters Score -907898.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -907901.812500 Penalty: 4620.626953
	Iteration 32Q: 3 clusters Score -907901.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -907909.500000 Penalty: 4620.626953
	Iteration 33Q: 3 clusters Score -907909.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -907917.000000 Penalty: 4620.626953
	Iteration 34Q: 3 clusters Score -907917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -907923.312500 Penalty: 4620.626953
	Iteration 35Q: 3 clusters Score -907923.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -907925.625000 Penalty: 4620.626953
	Iteration 36Q: 3 clusters Score -907925.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -907926.562500 Penalty: 4620.626953
	Iteration 37Q: 3 clusters Score -907926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -907927.812500 Penalty: 4620.626953
	Iteration 38Q: 3 clusters Score -907927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -907929.375000 Penalty: 4620.626953
	Iteration 39Q: 3 clusters Score -907929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -907929.625000 Penalty: 4620.626953
	Iteration 40F: 3 clusters Score -907929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -907929.625000 Penalty: 4620.626953
	Iteration 41Q: 3 clusters Score -907929.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -907929.562500 Penalty: 4620.626953
	Iteration 42Q: 3 clusters Score -907929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -907931.250000 Penalty: 4620.626953
	Iteration 43Q: 3 clusters Score -907931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -907931.250000 Penalty: 4620.626953
	Iteration 44F: 3 clusters Score -907931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 14966 members 
Mstep: Class 32 contains 9655 members 
Mstep: Class 33 contains 9815 members 
Mstep: Class 34 contains 4719 members 
Mstep: Class 35 contains 3681 members 
Entering Unmasked Estep 
Score: -112973000.000000 Penalty: 122398.859375
Splitting cluster 16 changes total score from -112969648.000000 to -112973000.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (17072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Entering Unmasked Estep 
Score: -1509375.750000 Penalty: 2416.808350
	Iteration 0F: 2 clusters Score -1509376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1497219.375000 Penalty: 4833.616699
	Iteration 0F: 3 clusters Score -1497219 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1501298.250000 Penalty: 4833.616699
	Iteration 1F: 3 clusters Score -1501298 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1501788.500000 Penalty: 4833.616699
	Iteration 2F: 3 clusters Score -1501788 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1502247.500000 Penalty: 4833.616699
	Iteration 3F: 3 clusters Score -1502248 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1502682.875000 Penalty: 4833.616699
	Iteration 4F: 3 clusters Score -1502683 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1503075.625000 Penalty: 4833.616699
	Iteration 5Q: 3 clusters Score -1503076 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1503490.750000 Penalty: 4833.616699
	Iteration 6Q: 3 clusters Score -1503491 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1503891.500000 Penalty: 4833.616699
	Iteration 7Q: 3 clusters Score -1503892 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1504308.875000 Penalty: 4833.616699
	Iteration 8Q: 3 clusters Score -1504309 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1504787.750000 Penalty: 4833.616699
	Iteration 9Q: 3 clusters Score -1504788 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1505207.750000 Penalty: 4833.616699
	Iteration 10Q: 3 clusters Score -1505208 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1505524.750000 Penalty: 4833.616699
	Iteration 11Q: 3 clusters Score -1505525 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1505727.000000 Penalty: 4833.616699
	Iteration 12Q: 3 clusters Score -1505727 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1505831.250000 Penalty: 4833.616699
	Iteration 13Q: 3 clusters Score -1505831 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1505891.500000 Penalty: 4833.616699
	Iteration 14Q: 3 clusters Score -1505892 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1505923.875000 Penalty: 4833.616699
	Iteration 15Q: 3 clusters Score -1505924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1505950.750000 Penalty: 4833.616699
	Iteration 16Q: 3 clusters Score -1505951 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1505978.625000 Penalty: 4833.616699
	Iteration 17Q: 3 clusters Score -1505979 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1506000.000000 Penalty: 4833.616699
	Iteration 18Q: 3 clusters Score -1506000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1506018.500000 Penalty: 4833.616699
	Iteration 19Q: 3 clusters Score -1506018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1506036.250000 Penalty: 4833.616699
	Iteration 20F: 3 clusters Score -1506036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1506053.125000 Penalty: 4833.616699
	Iteration 21Q: 3 clusters Score -1506053 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1506070.500000 Penalty: 4833.616699
	Iteration 22Q: 3 clusters Score -1506070 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1506088.750000 Penalty: 4833.616699
	Iteration 23Q: 3 clusters Score -1506089 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1506108.250000 Penalty: 4833.616699
	Iteration 24Q: 3 clusters Score -1506108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1506124.375000 Penalty: 4833.616699
	Iteration 25Q: 3 clusters Score -1506124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1506139.375000 Penalty: 4833.616699
	Iteration 26Q: 3 clusters Score -1506139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1506146.500000 Penalty: 4833.616699
	Iteration 27Q: 3 clusters Score -1506146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1506158.500000 Penalty: 4833.616699
	Iteration 28Q: 3 clusters Score -1506158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1506161.125000 Penalty: 4833.616699
	Iteration 29Q: 3 clusters Score -1506161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1506163.000000 Penalty: 4833.616699
	Iteration 30Q: 3 clusters Score -1506163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1506161.750000 Penalty: 4833.616699
	Iteration 31Q: 3 clusters Score -1506162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1506172.375000 Penalty: 4833.616699
	Iteration 32Q: 3 clusters Score -1506172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1506169.750000 Penalty: 4833.616699
	Iteration 33Q: 3 clusters Score -1506170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1506180.000000 Penalty: 4833.616699
	Iteration 34Q: 3 clusters Score -1506180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1506183.500000 Penalty: 4833.616699
	Iteration 35Q: 3 clusters Score -1506184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1506188.875000 Penalty: 4833.616699
	Iteration 36Q: 3 clusters Score -1506189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1506192.375000 Penalty: 4833.616699
	Iteration 37Q: 3 clusters Score -1506192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1506195.250000 Penalty: 4833.616699
	Iteration 38Q: 3 clusters Score -1506195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1506201.250000 Penalty: 4833.616699
	Iteration 39Q: 3 clusters Score -1506201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1506204.250000 Penalty: 4833.616699
	Iteration 40F: 3 clusters Score -1506204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1506214.875000 Penalty: 4833.616699
	Iteration 41Q: 3 clusters Score -1506215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1506221.125000 Penalty: 4833.616699
	Iteration 42Q: 3 clusters Score -1506221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1506226.500000 Penalty: 4833.616699
	Iteration 43Q: 3 clusters Score -1506226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1506234.125000 Penalty: 4833.616699
	Iteration 44Q: 3 clusters Score -1506234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1506234.750000 Penalty: 4833.616699
	Iteration 45Q: 3 clusters Score -1506235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1506236.500000 Penalty: 4833.616699
	Iteration 46Q: 3 clusters Score -1506236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1506243.625000 Penalty: 4833.616699
	Iteration 47Q: 3 clusters Score -1506244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1506237.500000 Penalty: 4833.616699
	Iteration 48Q: 3 clusters Score -1506238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1506245.625000 Penalty: 4833.616699
	Iteration 49Q: 3 clusters Score -1506246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1506251.625000 Penalty: 4833.616699
	Iteration 50Q: 3 clusters Score -1506252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1506260.875000 Penalty: 4833.616699
	Iteration 51Q: 3 clusters Score -1506261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1506267.375000 Penalty: 4833.616699
	Iteration 52Q: 3 clusters Score -1506267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1506280.500000 Penalty: 4833.616699
	Iteration 53Q: 3 clusters Score -1506280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1506285.125000 Penalty: 4833.616699
	Iteration 54Q: 3 clusters Score -1506285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1506299.750000 Penalty: 4833.616699
	Iteration 55Q: 3 clusters Score -1506300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1506317.875000 Penalty: 4833.616699
	Iteration 56Q: 3 clusters Score -1506318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1506331.375000 Penalty: 4833.616699
	Iteration 57Q: 3 clusters Score -1506331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1506354.125000 Penalty: 4833.616699
	Iteration 58Q: 3 clusters Score -1506354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1506368.000000 Penalty: 4833.616699
	Iteration 59Q: 3 clusters Score -1506368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1506390.250000 Penalty: 4833.616699
	Iteration 60F: 3 clusters Score -1506390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1506420.000000 Penalty: 4833.616699
	Iteration 61Q: 3 clusters Score -1506420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1506461.125000 Penalty: 4833.616699
	Iteration 62Q: 3 clusters Score -1506461 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1506511.500000 Penalty: 4833.616699
	Iteration 63Q: 3 clusters Score -1506512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1506563.375000 Penalty: 4833.616699
	Iteration 64Q: 3 clusters Score -1506563 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1506605.875000 Penalty: 4833.616699
	Iteration 65Q: 3 clusters Score -1506606 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1506639.000000 Penalty: 4833.616699
	Iteration 66Q: 3 clusters Score -1506639 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1506670.625000 Penalty: 4833.616699
	Iteration 67Q: 3 clusters Score -1506671 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1506701.375000 Penalty: 4833.616699
	Iteration 68Q: 3 clusters Score -1506701 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1506732.375000 Penalty: 4833.616699
	Iteration 69Q: 3 clusters Score -1506732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1506759.625000 Penalty: 4833.616699
	Iteration 70Q: 3 clusters Score -1506760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1506777.250000 Penalty: 4833.616699
	Iteration 71Q: 3 clusters Score -1506777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1506788.375000 Penalty: 4833.616699
	Iteration 72Q: 3 clusters Score -1506788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1506808.375000 Penalty: 4833.616699
	Iteration 73Q: 3 clusters Score -1506808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1506816.375000 Penalty: 4833.616699
	Iteration 74Q: 3 clusters Score -1506816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1506822.125000 Penalty: 4833.616699
	Iteration 75Q: 3 clusters Score -1506822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1506837.500000 Penalty: 4833.616699
	Iteration 76Q: 3 clusters Score -1506838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1506841.750000 Penalty: 4833.616699
	Iteration 77Q: 3 clusters Score -1506842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1506844.750000 Penalty: 4833.616699
	Iteration 78Q: 3 clusters Score -1506845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1506852.625000 Penalty: 4833.616699
	Iteration 79Q: 3 clusters Score -1506853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1506853.875000 Penalty: 4833.616699
	Iteration 80F: 3 clusters Score -1506854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1506864.750000 Penalty: 4833.616699
	Iteration 81Q: 3 clusters Score -1506865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1506873.250000 Penalty: 4833.616699
	Iteration 82Q: 3 clusters Score -1506873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1506875.000000 Penalty: 4833.616699
	Iteration 83Q: 3 clusters Score -1506875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1506879.000000 Penalty: 4833.616699
	Iteration 84Q: 3 clusters Score -1506879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1506880.375000 Penalty: 4833.616699
	Iteration 85Q: 3 clusters Score -1506880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1506878.625000 Penalty: 4833.616699
	Iteration 86Q: 3 clusters Score -1506879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1506879.125000 Penalty: 4833.616699
	Iteration 87Q: 3 clusters Score -1506879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1506882.625000 Penalty: 4833.616699
	Iteration 88Q: 3 clusters Score -1506883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1506885.875000 Penalty: 4833.616699
	Iteration 89Q: 3 clusters Score -1506886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1506886.750000 Penalty: 4833.616699
	Iteration 90Q: 3 clusters Score -1506887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1506893.875000 Penalty: 4833.616699
	Iteration 91Q: 3 clusters Score -1506894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1506895.375000 Penalty: 4833.616699
	Iteration 92Q: 3 clusters Score -1506895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1506901.875000 Penalty: 4833.616699
	Iteration 93Q: 3 clusters Score -1506902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1506902.750000 Penalty: 4833.616699
	Iteration 94Q: 3 clusters Score -1506903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1506906.750000 Penalty: 4833.616699
	Iteration 95Q: 3 clusters Score -1506907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1506911.500000 Penalty: 4833.616699
	Iteration 96Q: 3 clusters Score -1506912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1506910.125000 Penalty: 4833.616699
	Iteration 97Q: 3 clusters Score -1506910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1506906.875000 Penalty: 4833.616699
	Iteration 98Q: 3 clusters Score -1506907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1506910.000000 Penalty: 4833.616699
	Iteration 99Q: 3 clusters Score -1506910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1506911.000000 Penalty: 4833.616699
	Iteration 100F: 3 clusters Score -1506911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1506912.625000 Penalty: 4833.616699
	Iteration 101Q: 3 clusters Score -1506913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1506912.625000 Penalty: 4833.616699
	Iteration 102F: 3 clusters Score -1506913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Entering Unmasked Estep 
Score: -2179302.000000 Penalty: 2507.777100
	Iteration 0F: 2 clusters Score -2179302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2162339.250000 Penalty: 5015.554199
	Iteration 0F: 3 clusters Score -2162339 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2168185.000000 Penalty: 5015.554199
	Iteration 1F: 3 clusters Score -2168185 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2168609.250000 Penalty: 5015.554199
	Iteration 2F: 3 clusters Score -2168609 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2168959.000000 Penalty: 5015.554199
	Iteration 3Q: 3 clusters Score -2168959 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2169269.750000 Penalty: 5015.554199
	Iteration 4Q: 3 clusters Score -2169270 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2169619.250000 Penalty: 5015.554199
	Iteration 5Q: 3 clusters Score -2169619 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2170082.250000 Penalty: 5015.554199
	Iteration 6Q: 3 clusters Score -2170082 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2170632.000000 Penalty: 5015.554199
	Iteration 7Q: 3 clusters Score -2170632 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2171257.750000 Penalty: 5015.554199
	Iteration 8Q: 3 clusters Score -2171258 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2171894.500000 Penalty: 5015.554199
	Iteration 9Q: 3 clusters Score -2171894 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2172503.250000 Penalty: 5015.554199
	Iteration 10Q: 3 clusters Score -2172503 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2173060.000000 Penalty: 5015.554199
	Iteration 11Q: 3 clusters Score -2173060 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2173587.500000 Penalty: 5015.554199
	Iteration 12Q: 3 clusters Score -2173588 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2174066.000000 Penalty: 5015.554199
	Iteration 13Q: 3 clusters Score -2174066 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2174467.000000 Penalty: 5015.554199
	Iteration 14Q: 3 clusters Score -2174467 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2174794.500000 Penalty: 5015.554199
	Iteration 15Q: 3 clusters Score -2174794 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2175050.250000 Penalty: 5015.554199
	Iteration 16Q: 3 clusters Score -2175050 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2175251.000000 Penalty: 5015.554199
	Iteration 17Q: 3 clusters Score -2175251 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2175467.000000 Penalty: 5015.554199
	Iteration 18Q: 3 clusters Score -2175467 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2175654.000000 Penalty: 5015.554199
	Iteration 19Q: 3 clusters Score -2175654 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2175806.250000 Penalty: 5015.554199
	Iteration 20F: 3 clusters Score -2175806 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2175958.750000 Penalty: 5015.554199
	Iteration 21Q: 3 clusters Score -2175959 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2176092.000000 Penalty: 5015.554199
	Iteration 22Q: 3 clusters Score -2176092 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2176212.250000 Penalty: 5015.554199
	Iteration 23Q: 3 clusters Score -2176212 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2176314.500000 Penalty: 5015.554199
	Iteration 24Q: 3 clusters Score -2176314 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2176404.000000 Penalty: 5015.554199
	Iteration 25Q: 3 clusters Score -2176404 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2176470.750000 Penalty: 5015.554199
	Iteration 26Q: 3 clusters Score -2176471 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2176550.500000 Penalty: 5015.554199
	Iteration 27Q: 3 clusters Score -2176550 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2176618.500000 Penalty: 5015.554199
	Iteration 28Q: 3 clusters Score -2176618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2176683.250000 Penalty: 5015.554199
	Iteration 29Q: 3 clusters Score -2176683 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2176744.250000 Penalty: 5015.554199
	Iteration 30Q: 3 clusters Score -2176744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2176796.000000 Penalty: 5015.554199
	Iteration 31Q: 3 clusters Score -2176796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2176843.500000 Penalty: 5015.554199
	Iteration 32Q: 3 clusters Score -2176844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2176889.250000 Penalty: 5015.554199
	Iteration 33Q: 3 clusters Score -2176889 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2176931.750000 Penalty: 5015.554199
	Iteration 34Q: 3 clusters Score -2176932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2176961.750000 Penalty: 5015.554199
	Iteration 35Q: 3 clusters Score -2176962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2176992.750000 Penalty: 5015.554199
	Iteration 36Q: 3 clusters Score -2176993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2177020.750000 Penalty: 5015.554199
	Iteration 37Q: 3 clusters Score -2177021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2177045.250000 Penalty: 5015.554199
	Iteration 38Q: 3 clusters Score -2177045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2177065.250000 Penalty: 5015.554199
	Iteration 39Q: 3 clusters Score -2177065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2177081.000000 Penalty: 5015.554199
	Iteration 40F: 3 clusters Score -2177081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2177092.750000 Penalty: 5015.554199
	Iteration 41Q: 3 clusters Score -2177093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2177103.500000 Penalty: 5015.554199
	Iteration 42Q: 3 clusters Score -2177104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2177121.000000 Penalty: 5015.554199
	Iteration 43Q: 3 clusters Score -2177121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2177134.250000 Penalty: 5015.554199
	Iteration 44Q: 3 clusters Score -2177134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2177147.250000 Penalty: 5015.554199
	Iteration 45Q: 3 clusters Score -2177147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2177156.750000 Penalty: 5015.554199
	Iteration 46Q: 3 clusters Score -2177157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2177176.500000 Penalty: 5015.554199
	Iteration 47Q: 3 clusters Score -2177176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2177187.750000 Penalty: 5015.554199
	Iteration 48Q: 3 clusters Score -2177188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2177202.500000 Penalty: 5015.554199
	Iteration 49Q: 3 clusters Score -2177202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2177208.250000 Penalty: 5015.554199
	Iteration 50Q: 3 clusters Score -2177208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2177212.250000 Penalty: 5015.554199
	Iteration 51Q: 3 clusters Score -2177212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2177213.750000 Penalty: 5015.554199
	Iteration 52Q: 3 clusters Score -2177214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2177224.250000 Penalty: 5015.554199
	Iteration 53Q: 3 clusters Score -2177224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2177229.250000 Penalty: 5015.554199
	Iteration 54Q: 3 clusters Score -2177229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2177239.000000 Penalty: 5015.554199
	Iteration 55Q: 3 clusters Score -2177239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2177237.750000 Penalty: 5015.554199
	Iteration 56Q: 3 clusters Score -2177238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2177246.500000 Penalty: 5015.554199
	Iteration 57Q: 3 clusters Score -2177246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2177246.250000 Penalty: 5015.554199
	Iteration 58Q: 3 clusters Score -2177246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2177250.500000 Penalty: 5015.554199
	Iteration 59Q: 3 clusters Score -2177250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2177255.000000 Penalty: 5015.554199
	Iteration 60F: 3 clusters Score -2177255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2177261.250000 Penalty: 5015.554199
	Iteration 61Q: 3 clusters Score -2177261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2177270.500000 Penalty: 5015.554199
	Iteration 62Q: 3 clusters Score -2177270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2177284.250000 Penalty: 5015.554199
	Iteration 63Q: 3 clusters Score -2177284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2177286.000000 Penalty: 5015.554199
	Iteration 64Q: 3 clusters Score -2177286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2177288.250000 Penalty: 5015.554199
	Iteration 65Q: 3 clusters Score -2177288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2177289.750000 Penalty: 5015.554199
	Iteration 66Q: 3 clusters Score -2177290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2177299.250000 Penalty: 5015.554199
	Iteration 67Q: 3 clusters Score -2177299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2177303.500000 Penalty: 5015.554199
	Iteration 68Q: 3 clusters Score -2177304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2177309.000000 Penalty: 5015.554199
	Iteration 69Q: 3 clusters Score -2177309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2177316.250000 Penalty: 5015.554199
	Iteration 70Q: 3 clusters Score -2177316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2177318.750000 Penalty: 5015.554199
	Iteration 71Q: 3 clusters Score -2177319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2177322.250000 Penalty: 5015.554199
	Iteration 72Q: 3 clusters Score -2177322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2177325.250000 Penalty: 5015.554199
	Iteration 73Q: 3 clusters Score -2177325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2177325.250000 Penalty: 5015.554199
	Iteration 74F: 3 clusters Score -2177325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -788226.875000 Penalty: 2252.123291
	Iteration 0F: 2 clusters Score -788226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -781322.625000 Penalty: 4504.246582
	Iteration 0F: 3 clusters Score -781322.6 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -783224.687500 Penalty: 4504.246582
	Iteration 1F: 3 clusters Score -783224.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -783485.937500 Penalty: 4504.246582
	Iteration 2F: 3 clusters Score -783485.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -783660.062500 Penalty: 4504.246582
	Iteration 3Q: 3 clusters Score -783660.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -783794.312500 Penalty: 4504.246582
	Iteration 4Q: 3 clusters Score -783794.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -783891.375000 Penalty: 4504.246582
	Iteration 5Q: 3 clusters Score -783891.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -783963.625000 Penalty: 4504.246582
	Iteration 6Q: 3 clusters Score -783963.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -784049.125000 Penalty: 4504.246582
	Iteration 7Q: 3 clusters Score -784049.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -784136.562500 Penalty: 4504.246582
	Iteration 8Q: 3 clusters Score -784136.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -784225.187500 Penalty: 4504.246582
	Iteration 9Q: 3 clusters Score -784225.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -784315.000000 Penalty: 4504.246582
	Iteration 10Q: 3 clusters Score -784315 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -784401.125000 Penalty: 4504.246582
	Iteration 11Q: 3 clusters Score -784401.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -784513.437500 Penalty: 4504.246582
	Iteration 12Q: 3 clusters Score -784513.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -784647.937500 Penalty: 4504.246582
	Iteration 13Q: 3 clusters Score -784647.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -784801.500000 Penalty: 4504.246582
	Iteration 14Q: 3 clusters Score -784801.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -784964.250000 Penalty: 4504.246582
	Iteration 15Q: 3 clusters Score -784964.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -785114.562500 Penalty: 4504.246582
	Iteration 16Q: 3 clusters Score -785114.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -785313.812500 Penalty: 4504.246582
	Iteration 17Q: 3 clusters Score -785313.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -785515.812500 Penalty: 4504.246582
	Iteration 18Q: 3 clusters Score -785515.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -785713.812500 Penalty: 4504.246582
	Iteration 19Q: 3 clusters Score -785713.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -785914.625000 Penalty: 4504.246582
	Iteration 20F: 3 clusters Score -785914.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -786063.375000 Penalty: 4504.246582
	Iteration 21Q: 3 clusters Score -786063.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -786186.812500 Penalty: 4504.246582
	Iteration 22Q: 3 clusters Score -786186.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -786294.875000 Penalty: 4504.246582
	Iteration 23Q: 3 clusters Score -786294.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -786374.687500 Penalty: 4504.246582
	Iteration 24Q: 3 clusters Score -786374.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -786426.687500 Penalty: 4504.246582
	Iteration 25Q: 3 clusters Score -786426.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -786466.812500 Penalty: 4504.246582
	Iteration 26Q: 3 clusters Score -786466.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -786492.000000 Penalty: 4504.246582
	Iteration 27Q: 3 clusters Score -786492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -786515.375000 Penalty: 4504.246582
	Iteration 28Q: 3 clusters Score -786515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -786523.187500 Penalty: 4504.246582
	Iteration 29Q: 3 clusters Score -786523.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -786532.250000 Penalty: 4504.246582
	Iteration 30Q: 3 clusters Score -786532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -786544.625000 Penalty: 4504.246582
	Iteration 31Q: 3 clusters Score -786544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -786560.437500 Penalty: 4504.246582
	Iteration 32Q: 3 clusters Score -786560.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -786573.562500 Penalty: 4504.246582
	Iteration 33Q: 3 clusters Score -786573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -786573.000000 Penalty: 4504.246582
	Iteration 34Q: 3 clusters Score -786573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -786576.250000 Penalty: 4504.246582
	Iteration 35Q: 3 clusters Score -786576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -786579.375000 Penalty: 4504.246582
	Iteration 36Q: 3 clusters Score -786579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -786582.437500 Penalty: 4504.246582
	Iteration 37Q: 3 clusters Score -786582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -786584.000000 Penalty: 4504.246582
	Iteration 38Q: 3 clusters Score -786584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -786585.000000 Penalty: 4504.246582
	Iteration 39Q: 3 clusters Score -786585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -786585.000000 Penalty: 4504.246582
	Iteration 40F: 3 clusters Score -786585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Entering Unmasked Estep 
Score: -2344787.000000 Penalty: 2532.448730
	Iteration 0F: 2 clusters Score -2344787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2325970.500000 Penalty: 5064.897461
	Iteration 0F: 3 clusters Score -2325970 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2332429.500000 Penalty: 5064.897461
	Iteration 1F: 3 clusters Score -2332430 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2332942.500000 Penalty: 5064.897461
	Iteration 2F: 3 clusters Score -2332942 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2333367.500000 Penalty: 5064.897461
	Iteration 3Q: 3 clusters Score -2333368 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2333763.750000 Penalty: 5064.897461
	Iteration 4Q: 3 clusters Score -2333764 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2334150.750000 Penalty: 5064.897461
	Iteration 5Q: 3 clusters Score -2334151 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2334532.000000 Penalty: 5064.897461
	Iteration 6Q: 3 clusters Score -2334532 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2334902.500000 Penalty: 5064.897461
	Iteration 7Q: 3 clusters Score -2334902 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2335309.250000 Penalty: 5064.897461
	Iteration 8Q: 3 clusters Score -2335309 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2335779.750000 Penalty: 5064.897461
	Iteration 9Q: 3 clusters Score -2335780 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2336357.500000 Penalty: 5064.897461
	Iteration 10Q: 3 clusters Score -2336358 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2337069.000000 Penalty: 5064.897461
	Iteration 11Q: 3 clusters Score -2337069 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2337984.250000 Penalty: 5064.897461
	Iteration 12Q: 3 clusters Score -2337984 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2339034.500000 Penalty: 5064.897461
	Iteration 13F: 3 clusters Score -2339034 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2340105.000000 Penalty: 5064.897461
	Iteration 14Q: 3 clusters Score -2340105 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2341054.750000 Penalty: 5064.897461
	Iteration 15Q: 3 clusters Score -2341055 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2341710.750000 Penalty: 5064.897461
	Iteration 16Q: 3 clusters Score -2341711 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2342127.250000 Penalty: 5064.897461
	Iteration 17Q: 3 clusters Score -2342127 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2342399.750000 Penalty: 5064.897461
	Iteration 18Q: 3 clusters Score -2342400 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2342577.500000 Penalty: 5064.897461
	Iteration 19Q: 3 clusters Score -2342578 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2342704.500000 Penalty: 5064.897461
	Iteration 20F: 3 clusters Score -2342704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2342798.500000 Penalty: 5064.897461
	Iteration 21Q: 3 clusters Score -2342798 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2342885.000000 Penalty: 5064.897461
	Iteration 22Q: 3 clusters Score -2342885 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2342956.500000 Penalty: 5064.897461
	Iteration 23Q: 3 clusters Score -2342956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2343049.250000 Penalty: 5064.897461
	Iteration 24Q: 3 clusters Score -2343049 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2343160.750000 Penalty: 5064.897461
	Iteration 25Q: 3 clusters Score -2343161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2343227.250000 Penalty: 5064.897461
	Iteration 26Q: 3 clusters Score -2343227 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2343274.750000 Penalty: 5064.897461
	Iteration 27Q: 3 clusters Score -2343275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2343315.250000 Penalty: 5064.897461
	Iteration 28Q: 3 clusters Score -2343315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2343337.750000 Penalty: 5064.897461
	Iteration 29Q: 3 clusters Score -2343338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2343357.000000 Penalty: 5064.897461
	Iteration 30Q: 3 clusters Score -2343357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2343367.000000 Penalty: 5064.897461
	Iteration 31Q: 3 clusters Score -2343367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2343387.500000 Penalty: 5064.897461
	Iteration 32Q: 3 clusters Score -2343388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2343395.250000 Penalty: 5064.897461
	Iteration 33Q: 3 clusters Score -2343395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2343406.750000 Penalty: 5064.897461
	Iteration 34Q: 3 clusters Score -2343407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2343414.000000 Penalty: 5064.897461
	Iteration 35Q: 3 clusters Score -2343414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2343420.250000 Penalty: 5064.897461
	Iteration 36Q: 3 clusters Score -2343420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2343424.500000 Penalty: 5064.897461
	Iteration 37Q: 3 clusters Score -2343424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2343429.750000 Penalty: 5064.897461
	Iteration 38Q: 3 clusters Score -2343430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2343429.000000 Penalty: 5064.897461
	Iteration 39Q: 3 clusters Score -2343429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2343431.500000 Penalty: 5064.897461
	Iteration 40F: 3 clusters Score -2343432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2343433.500000 Penalty: 5064.897461
	Iteration 41Q: 3 clusters Score -2343434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2343436.500000 Penalty: 5064.897461
	Iteration 42Q: 3 clusters Score -2343436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2343434.750000 Penalty: 5064.897461
	Iteration 43Q: 3 clusters Score -2343435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2343436.000000 Penalty: 5064.897461
	Iteration 44Q: 3 clusters Score -2343436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2343434.500000 Penalty: 5064.897461
	Iteration 45Q: 3 clusters Score -2343434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2343436.000000 Penalty: 5064.897461
	Iteration 46Q: 3 clusters Score -2343436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2343433.500000 Penalty: 5064.897461
	Iteration 47Q: 3 clusters Score -2343434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2343433.500000 Penalty: 5064.897461
	Iteration 48F: 3 clusters Score -2343434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Entering Unmasked Estep 
Score: -545013.125000 Penalty: 2182.988281
	Iteration 0F: 2 clusters Score -545013.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -539417.312500 Penalty: 4365.976562
	Iteration 0F: 3 clusters Score -539417.3 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -541030.750000 Penalty: 4365.976562
	Iteration 1F: 3 clusters Score -541030.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -541392.250000 Penalty: 4365.976562
	Iteration 2F: 3 clusters Score -541392.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -541673.687500 Penalty: 4365.976562
	Iteration 3F: 3 clusters Score -541673.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -541925.500000 Penalty: 4365.976562
	Iteration 4F: 3 clusters Score -541925.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -542166.000000 Penalty: 4365.976562
	Iteration 5Q: 3 clusters Score -542166 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -542373.437500 Penalty: 4365.976562
	Iteration 6Q: 3 clusters Score -542373.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -542540.250000 Penalty: 4365.976562
	Iteration 7Q: 3 clusters Score -542540.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -542681.625000 Penalty: 4365.976562
	Iteration 8Q: 3 clusters Score -542681.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -542804.312500 Penalty: 4365.976562
	Iteration 9Q: 3 clusters Score -542804.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -542897.937500 Penalty: 4365.976562
	Iteration 10Q: 3 clusters Score -542897.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -542999.687500 Penalty: 4365.976562
	Iteration 11Q: 3 clusters Score -542999.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -543104.000000 Penalty: 4365.976562
	Iteration 12Q: 3 clusters Score -543104 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -543217.125000 Penalty: 4365.976562
	Iteration 13Q: 3 clusters Score -543217.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -543353.250000 Penalty: 4365.976562
	Iteration 14Q: 3 clusters Score -543353.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -543505.000000 Penalty: 4365.976562
	Iteration 15Q: 3 clusters Score -543505 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -543690.625000 Penalty: 4365.976562
	Iteration 16Q: 3 clusters Score -543690.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -543885.562500 Penalty: 4365.976562
	Iteration 17Q: 3 clusters Score -543885.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -544077.187500 Penalty: 4365.976562
	Iteration 18Q: 3 clusters Score -544077.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -544260.187500 Penalty: 4365.976562
	Iteration 19Q: 3 clusters Score -544260.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -544399.500000 Penalty: 4365.976562
	Iteration 20F: 3 clusters Score -544399.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -544540.250000 Penalty: 4365.976562
	Iteration 21Q: 3 clusters Score -544540.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -544693.562500 Penalty: 4365.976562
	Iteration 22Q: 3 clusters Score -544693.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -544853.187500 Penalty: 4365.976562
	Iteration 23Q: 3 clusters Score -544853.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -545015.437500 Penalty: 4365.976562
	Iteration 24Q: 3 clusters Score -545015.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -545123.687500 Penalty: 4365.976562
	Iteration 25Q: 3 clusters Score -545123.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -545203.187500 Penalty: 4365.976562
	Iteration 26Q: 3 clusters Score -545203.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -545234.187500 Penalty: 4365.976562
	Iteration 27Q: 3 clusters Score -545234.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -545244.187500 Penalty: 4365.976562
	Iteration 28Q: 3 clusters Score -545244.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -545251.875000 Penalty: 4365.976562
	Iteration 29Q: 3 clusters Score -545251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -545255.000000 Penalty: 4365.976562
	Iteration 30Q: 3 clusters Score -545255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -545256.500000 Penalty: 4365.976562
	Iteration 31Q: 3 clusters Score -545256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -545258.375000 Penalty: 4365.976562
	Iteration 32Q: 3 clusters Score -545258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -545258.062500 Penalty: 4365.976562
	Iteration 33Q: 3 clusters Score -545258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -545260.437500 Penalty: 4365.976562
	Iteration 34Q: 3 clusters Score -545260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -545260.250000 Penalty: 4365.976562
	Iteration 35Q: 3 clusters Score -545260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -545261.812500 Penalty: 4365.976562
	Iteration 36Q: 3 clusters Score -545261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -545265.312500 Penalty: 4365.976562
	Iteration 37Q: 3 clusters Score -545265.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -545266.687500 Penalty: 4365.976562
	Iteration 38Q: 3 clusters Score -545266.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -545268.875000 Penalty: 4365.976562
	Iteration 39Q: 3 clusters Score -545268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -545270.625000 Penalty: 4365.976562
	Iteration 40F: 3 clusters Score -545270.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -545273.062500 Penalty: 4365.976562
	Iteration 41Q: 3 clusters Score -545273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -545274.750000 Penalty: 4365.976562
	Iteration 42Q: 3 clusters Score -545274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -545277.375000 Penalty: 4365.976562
	Iteration 43Q: 3 clusters Score -545277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -545279.562500 Penalty: 4365.976562
	Iteration 44Q: 3 clusters Score -545279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -545280.875000 Penalty: 4365.976562
	Iteration 45Q: 3 clusters Score -545280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -545282.937500 Penalty: 4365.976562
	Iteration 46Q: 3 clusters Score -545282.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -545284.562500 Penalty: 4365.976562
	Iteration 47Q: 3 clusters Score -545284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -545285.500000 Penalty: 4365.976562
	Iteration 48Q: 3 clusters Score -545285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -545284.750000 Penalty: 4365.976562
	Iteration 49Q: 3 clusters Score -545284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -545285.562500 Penalty: 4365.976562
	Iteration 50Q: 3 clusters Score -545285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -545285.562500 Penalty: 4365.976562
	Iteration 51F: 3 clusters Score -545285.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 3466 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 14966 members 
Mstep: Class 32 contains 9655 members 
Mstep: Class 33 contains 9815 members 
Mstep: Class 34 contains 4719 members 
Mstep: Class 35 contains 3681 members 
Mstep: Class 36 contains 3184 members 
Entering Unmasked Estep 
Score: -112972040.000000 Penalty: 125895.968750
Splitting cluster 21 changes total score from -112969648.000000 to -112972040.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (327629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327629 members 
Entering Unmasked Estep 
Score: -28939038.000000 Penalty: 3149.510010
	Iteration 0F: 2 clusters Score -2.893904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163514 members 
Mstep: Class 2 contains 164115 members 
Entering Unmasked Estep 
Score: -28718758.000000 Penalty: 6299.020020
	Iteration 0F: 3 clusters Score -2.871876e+07 nChanged 159555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 173094 members 
Entering Unmasked Estep 
Score: -28813148.000000 Penalty: 6299.020020
	Iteration 1F: 3 clusters Score -2.881315e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 179160 members 
Entering Unmasked Estep 
Score: -28814830.000000 Penalty: 6299.020020
	Iteration 2Q: 3 clusters Score -2.881483e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138927 members 
Mstep: Class 2 contains 188702 members 
Entering Unmasked Estep 
Score: -28817860.000000 Penalty: 6299.020020
	Iteration 3Q: 3 clusters Score -2.881786e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124095 members 
Mstep: Class 2 contains 203534 members 
Entering Unmasked Estep 
Score: -28824764.000000 Penalty: 6299.020020
	Iteration 4Q: 3 clusters Score -2.882476e+07 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 225538 members 
Entering Unmasked Estep 
Score: -28838810.000000 Penalty: 6299.020020
	Iteration 5F: 3 clusters Score -2.883881e+07 nChanged 29738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 255048 members 
Entering Unmasked Estep 
Score: -28864062.000000 Penalty: 6299.020020
	Iteration 6F: 3 clusters Score -2.886406e+07 nChanged 31670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 286596 members 
Entering Unmasked Estep 
Score: -28895674.000000 Penalty: 6299.020020
	Iteration 7F: 3 clusters Score -2.889567e+07 nChanged 23349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 309895 members 
Entering Unmasked Estep 
Score: -28919544.000000 Penalty: 6299.020020
	Iteration 8F: 3 clusters Score -2.891954e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 321407 members 
Entering Unmasked Estep 
Score: -28930932.000000 Penalty: 6299.020020
	Iteration 9Q: 3 clusters Score -2.893093e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 325370 members 
Entering Unmasked Estep 
Score: -28934576.000000 Penalty: 6299.020020
	Iteration 10Q: 3 clusters Score -2.893458e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 326508 members 
Entering Unmasked Estep 
Score: -28935694.000000 Penalty: 6299.020020
	Iteration 11Q: 3 clusters Score -2.893569e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 326811 members 
Entering Unmasked Estep 
Score: -28936036.000000 Penalty: 6299.020020
	Iteration 12Q: 3 clusters Score -2.893604e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 326908 members 
Entering Unmasked Estep 
Score: -28936262.000000 Penalty: 6299.020020
	Iteration 13Q: 3 clusters Score -2.893626e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 326949 members 
Entering Unmasked Estep 
Score: -28936412.000000 Penalty: 6299.020020
	Iteration 14Q: 3 clusters Score -2.893641e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 326952 members 
Entering Unmasked Estep 
Score: -28936488.000000 Penalty: 6299.020020
	Iteration 15Q: 3 clusters Score -2.893649e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 326945 members 
Entering Unmasked Estep 
Score: -28936548.000000 Penalty: 6299.020020
	Iteration 16Q: 3 clusters Score -2.893655e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 326949 members 
Entering Unmasked Estep 
Score: -28936636.000000 Penalty: 6299.020020
	Iteration 17Q: 3 clusters Score -2.893664e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 326936 members 
Entering Unmasked Estep 
Score: -28936680.000000 Penalty: 6299.020020
	Iteration 18Q: 3 clusters Score -2.893668e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 326921 members 
Entering Unmasked Estep 
Score: -28936678.000000 Penalty: 6299.020020
	Iteration 19Q: 3 clusters Score -2.893668e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 326906 members 
Entering Unmasked Estep 
Score: -28936726.000000 Penalty: 6299.020020
	Iteration 20F: 3 clusters Score -2.893673e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 326902 members 
Entering Unmasked Estep 
Score: -28936762.000000 Penalty: 6299.020020
	Iteration 21Q: 3 clusters Score -2.893676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 326898 members 
Entering Unmasked Estep 
Score: -28936766.000000 Penalty: 6299.020020
	Iteration 22Q: 3 clusters Score -2.893677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 326899 members 
Entering Unmasked Estep 
Score: -28936740.000000 Penalty: 6299.020020
	Iteration 23Q: 3 clusters Score -2.893674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 326894 members 
Entering Unmasked Estep 
Score: -28936782.000000 Penalty: 6299.020020
	Iteration 24Q: 3 clusters Score -2.893678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 326894 members 
Entering Unmasked Estep 
Score: -28936764.000000 Penalty: 6299.020020
	Iteration 25Q: 3 clusters Score -2.893676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 326891 members 
Entering Unmasked Estep 
Score: -28936772.000000 Penalty: 6299.020020
	Iteration 26Q: 3 clusters Score -2.893677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 326886 members 
Entering Unmasked Estep 
Score: -28936780.000000 Penalty: 6299.020020
	Iteration 27Q: 3 clusters Score -2.893678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 326883 members 
Entering Unmasked Estep 
Score: -28936786.000000 Penalty: 6299.020020
	Iteration 28Q: 3 clusters Score -2.893679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 326878 members 
Entering Unmasked Estep 
Score: -28936800.000000 Penalty: 6299.020020
	Iteration 29Q: 3 clusters Score -2.89368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 326876 members 
Entering Unmasked Estep 
Score: -28936792.000000 Penalty: 6299.020020
	Iteration 30Q: 3 clusters Score -2.893679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 326871 members 
Entering Unmasked Estep 
Score: -28936796.000000 Penalty: 6299.020020
	Iteration 31Q: 3 clusters Score -2.89368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 326868 members 
Entering Unmasked Estep 
Score: -28936780.000000 Penalty: 6299.020020
	Iteration 32Q: 3 clusters Score -2.893678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 326867 members 
Entering Unmasked Estep 
Score: -28936784.000000 Penalty: 6299.020020
	Iteration 33Q: 3 clusters Score -2.893678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 326864 members 
Entering Unmasked Estep 
Score: -28936792.000000 Penalty: 6299.020020
	Iteration 34Q: 3 clusters Score -2.893679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 326864 members 
Entering Unmasked Estep 
Score: -28936792.000000 Penalty: 6299.020020
	Iteration 35F: 3 clusters Score -2.893679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Entering Unmasked Estep 
Score: -2452193.750000 Penalty: 2543.394287
	Iteration 0F: 2 clusters Score -2452194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2432649.500000 Penalty: 5086.788574
	Iteration 0F: 3 clusters Score -2432650 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2440062.500000 Penalty: 5086.788574
	Iteration 1F: 3 clusters Score -2440062 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2440873.000000 Penalty: 5086.788574
	Iteration 2F: 3 clusters Score -2440873 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2441765.250000 Penalty: 5086.788574
	Iteration 3F: 3 clusters Score -2441765 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2442799.500000 Penalty: 5086.788574
	Iteration 4F: 3 clusters Score -2442800 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2443840.000000 Penalty: 5086.788574
	Iteration 5F: 3 clusters Score -2443840 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2444851.500000 Penalty: 5086.788574
	Iteration 6F: 3 clusters Score -2444852 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2445810.250000 Penalty: 5086.788574
	Iteration 7F: 3 clusters Score -2445810 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2446688.500000 Penalty: 5086.788574
	Iteration 8Q: 3 clusters Score -2446688 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2447365.500000 Penalty: 5086.788574
	Iteration 9Q: 3 clusters Score -2447366 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2447844.000000 Penalty: 5086.788574
	Iteration 10Q: 3 clusters Score -2447844 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2448167.250000 Penalty: 5086.788574
	Iteration 11Q: 3 clusters Score -2448167 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2448392.250000 Penalty: 5086.788574
	Iteration 12Q: 3 clusters Score -2448392 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2448529.250000 Penalty: 5086.788574
	Iteration 13Q: 3 clusters Score -2448529 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2448611.500000 Penalty: 5086.788574
	Iteration 14Q: 3 clusters Score -2448612 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2448659.500000 Penalty: 5086.788574
	Iteration 15Q: 3 clusters Score -2448660 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2448712.250000 Penalty: 5086.788574
	Iteration 16Q: 3 clusters Score -2448712 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2448750.000000 Penalty: 5086.788574
	Iteration 17Q: 3 clusters Score -2448750 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2448789.750000 Penalty: 5086.788574
	Iteration 18Q: 3 clusters Score -2448790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2448817.500000 Penalty: 5086.788574
	Iteration 19Q: 3 clusters Score -2448818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2448852.500000 Penalty: 5086.788574
	Iteration 20F: 3 clusters Score -2448852 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2448872.750000 Penalty: 5086.788574
	Iteration 21Q: 3 clusters Score -2448873 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2448913.500000 Penalty: 5086.788574
	Iteration 22Q: 3 clusters Score -2448914 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2448940.750000 Penalty: 5086.788574
	Iteration 23Q: 3 clusters Score -2448941 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2448987.750000 Penalty: 5086.788574
	Iteration 24Q: 3 clusters Score -2448988 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2449030.500000 Penalty: 5086.788574
	Iteration 25Q: 3 clusters Score -2449030 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2449080.750000 Penalty: 5086.788574
	Iteration 26Q: 3 clusters Score -2449081 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2449130.250000 Penalty: 5086.788574
	Iteration 27Q: 3 clusters Score -2449130 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2449179.000000 Penalty: 5086.788574
	Iteration 28Q: 3 clusters Score -2449179 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2449220.750000 Penalty: 5086.788574
	Iteration 29Q: 3 clusters Score -2449221 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2449266.250000 Penalty: 5086.788574
	Iteration 30Q: 3 clusters Score -2449266 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2449327.250000 Penalty: 5086.788574
	Iteration 31Q: 3 clusters Score -2449327 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2449366.250000 Penalty: 5086.788574
	Iteration 32Q: 3 clusters Score -2449366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2449408.000000 Penalty: 5086.788574
	Iteration 33Q: 3 clusters Score -2449408 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2449471.000000 Penalty: 5086.788574
	Iteration 34Q: 3 clusters Score -2449471 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2449518.500000 Penalty: 5086.788574
	Iteration 35Q: 3 clusters Score -2449518 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 9152 members 
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Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19674 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19755 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19836 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19920 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20002 members 
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Mstep: Class 1 contains 20086 members 
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Mstep: Class 1 contains 20167 members 
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Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20319 members 
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Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20461 members 
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Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 7827 members 
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Mstep: Class 1 contains 20747 members 
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	Iteration 103Q: 3 clusters Score -2451116 nChanged 39
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	Iteration 115Q: 3 clusters Score -2451162 nChanged 5
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	Iteration 116Q: 3 clusters Score -2451160 nChanged 3
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	Iteration 118Q: 3 clusters Score -2451162 nChanged 7
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	Iteration 119Q: 3 clusters Score -2451167 nChanged 9
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	Iteration 120F: 3 clusters Score -2451164 nChanged 10
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	Iteration 121Q: 3 clusters Score -2451164 nChanged 9
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	Iteration 122Q: 3 clusters Score -2451168 nChanged 11
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	Iteration 123Q: 3 clusters Score -2451164 nChanged 8
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	Iteration 124Q: 3 clusters Score -2451174 nChanged 5
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	Iteration 125Q: 3 clusters Score -2451175 nChanged 3
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	Iteration 126Q: 3 clusters Score -2451178 nChanged 4
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	Iteration 127Q: 3 clusters Score -2451176 nChanged 3
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	Iteration 128Q: 3 clusters Score -2451174 nChanged 5
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Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2451175.750000 Penalty: 5086.788574
	Iteration 129Q: 3 clusters Score -2451176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2451180.500000 Penalty: 5086.788574
	Iteration 130Q: 3 clusters Score -2451180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2451181.750000 Penalty: 5086.788574
	Iteration 131Q: 3 clusters Score -2451182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2451184.250000 Penalty: 5086.788574
	Iteration 132Q: 3 clusters Score -2451184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2451183.500000 Penalty: 5086.788574
	Iteration 133Q: 3 clusters Score -2451184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2451183.500000 Penalty: 5086.788574
	Iteration 134Q: 3 clusters Score -2451184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2451185.750000 Penalty: 5086.788574
	Iteration 135Q: 3 clusters Score -2451186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2451180.250000 Penalty: 5086.788574
	Iteration 136Q: 3 clusters Score -2451180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2451182.250000 Penalty: 5086.788574
	Iteration 137Q: 3 clusters Score -2451182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2451182.000000 Penalty: 5086.788574
	Iteration 138Q: 3 clusters Score -2451182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2451182.250000 Penalty: 5086.788574
	Iteration 139Q: 3 clusters Score -2451182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2451182.750000 Penalty: 5086.788574
	Iteration 140F: 3 clusters Score -2451183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Entering Unmasked Estep 
Score: -4821841.500000 Penalty: 2702.147949
	Iteration 0F: 2 clusters Score -4821842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -4785701.500000 Penalty: 5404.295898
	Iteration 0F: 3 clusters Score -4785702 nChanged 24891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4799742.500000 Penalty: 5404.295898
	Iteration 1F: 3 clusters Score -4799742 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4800675.000000 Penalty: 5404.295898
	Iteration 2Q: 3 clusters Score -4800675 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4801847.500000 Penalty: 5404.295898
	Iteration 3F: 3 clusters Score -4801848 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4803401.000000 Penalty: 5404.295898
	Iteration 4F: 3 clusters Score -4803401 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4805585.500000 Penalty: 5404.295898
	Iteration 5F: 3 clusters Score -4805586 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4808266.000000 Penalty: 5404.295898
	Iteration 6F: 3 clusters Score -4808266 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4811125.500000 Penalty: 5404.295898
	Iteration 7F: 3 clusters Score -4811126 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4813861.000000 Penalty: 5404.295898
	Iteration 8F: 3 clusters Score -4813861 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4816212.000000 Penalty: 5404.295898
	Iteration 9Q: 3 clusters Score -4816212 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4817896.500000 Penalty: 5404.295898
	Iteration 10Q: 3 clusters Score -4817896 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4818979.500000 Penalty: 5404.295898
	Iteration 11Q: 3 clusters Score -4818980 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4819628.500000 Penalty: 5404.295898
	Iteration 12Q: 3 clusters Score -4819628 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4819909.500000 Penalty: 5404.295898
	Iteration 13Q: 3 clusters Score -4819910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4820009.500000 Penalty: 5404.295898
	Iteration 14Q: 3 clusters Score -4820010 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4820076.500000 Penalty: 5404.295898
	Iteration 15Q: 3 clusters Score -4820076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4820097.500000 Penalty: 5404.295898
	Iteration 16Q: 3 clusters Score -4820098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4820124.000000 Penalty: 5404.295898
	Iteration 17Q: 3 clusters Score -4820124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4820134.000000 Penalty: 5404.295898
	Iteration 18Q: 3 clusters Score -4820134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4820142.000000 Penalty: 5404.295898
	Iteration 19Q: 3 clusters Score -4820142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4820156.000000 Penalty: 5404.295898
	Iteration 20F: 3 clusters Score -4820156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4820159.000000 Penalty: 5404.295898
	Iteration 21Q: 3 clusters Score -4820159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4820163.500000 Penalty: 5404.295898
	Iteration 22Q: 3 clusters Score -4820164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4820163.500000 Penalty: 5404.295898
	Iteration 23Q: 3 clusters Score -4820164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4820168.000000 Penalty: 5404.295898
	Iteration 24Q: 3 clusters Score -4820168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4820166.500000 Penalty: 5404.295898
	Iteration 25Q: 3 clusters Score -4820166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4820167.500000 Penalty: 5404.295898
	Iteration 26Q: 3 clusters Score -4820168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4820174.500000 Penalty: 5404.295898
	Iteration 27Q: 3 clusters Score -4820174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4820168.000000 Penalty: 5404.295898
	Iteration 28Q: 3 clusters Score -4820168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4820166.000000 Penalty: 5404.295898
	Iteration 29Q: 3 clusters Score -4820166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4820167.000000 Penalty: 5404.295898
	Iteration 30Q: 3 clusters Score -4820167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4820166.000000 Penalty: 5404.295898
	Iteration 31Q: 3 clusters Score -4820166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4820166.000000 Penalty: 5404.295898
	Iteration 32F: 3 clusters Score -4820166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Entering Unmasked Estep 
Score: -3657361.000000 Penalty: 2662.588623
	Iteration 0F: 2 clusters Score -3657361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3626062.000000 Penalty: 5325.177246
	Iteration 0F: 3 clusters Score -3626062 nChanged 21226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3638502.500000 Penalty: 5325.177246
	Iteration 1F: 3 clusters Score -3638502 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3639668.500000 Penalty: 5325.177246
	Iteration 2F: 3 clusters Score -3639668 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3640987.250000 Penalty: 5325.177246
	Iteration 3F: 3 clusters Score -3640987 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3642461.250000 Penalty: 5325.177246
	Iteration 4F: 3 clusters Score -3642461 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3643931.500000 Penalty: 5325.177246
	Iteration 5F: 3 clusters Score -3643932 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3645304.000000 Penalty: 5325.177246
	Iteration 6F: 3 clusters Score -3645304 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3646439.500000 Penalty: 5325.177246
	Iteration 7Q: 3 clusters Score -3646440 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3647385.500000 Penalty: 5325.177246
	Iteration 8Q: 3 clusters Score -3647386 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3648268.000000 Penalty: 5325.177246
	Iteration 9Q: 3 clusters Score -3648268 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3649057.750000 Penalty: 5325.177246
	Iteration 10Q: 3 clusters Score -3649058 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3649769.000000 Penalty: 5325.177246
	Iteration 11Q: 3 clusters Score -3649769 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3650563.250000 Penalty: 5325.177246
	Iteration 12Q: 3 clusters Score -3650563 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3651491.250000 Penalty: 5325.177246
	Iteration 13Q: 3 clusters Score -3651491 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3652474.500000 Penalty: 5325.177246
	Iteration 14Q: 3 clusters Score -3652474 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3653618.000000 Penalty: 5325.177246
	Iteration 15Q: 3 clusters Score -3653618 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -3654707.500000 Penalty: 5325.177246
	Iteration 16Q: 3 clusters Score -3654708 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3655319.250000 Penalty: 5325.177246
	Iteration 17Q: 3 clusters Score -3655319 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3655610.250000 Penalty: 5325.177246
	Iteration 18Q: 3 clusters Score -3655610 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3655797.000000 Penalty: 5325.177246
	Iteration 19Q: 3 clusters Score -3655797 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3655929.250000 Penalty: 5325.177246
	Iteration 20F: 3 clusters Score -3655929 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3656043.250000 Penalty: 5325.177246
	Iteration 21Q: 3 clusters Score -3656043 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3656119.500000 Penalty: 5325.177246
	Iteration 22Q: 3 clusters Score -3656120 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3656193.500000 Penalty: 5325.177246
	Iteration 23Q: 3 clusters Score -3656194 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3656261.250000 Penalty: 5325.177246
	Iteration 24Q: 3 clusters Score -3656261 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3656337.250000 Penalty: 5325.177246
	Iteration 25Q: 3 clusters Score -3656337 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3656386.500000 Penalty: 5325.177246
	Iteration 26Q: 3 clusters Score -3656386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3656418.000000 Penalty: 5325.177246
	Iteration 27Q: 3 clusters Score -3656418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3656477.000000 Penalty: 5325.177246
	Iteration 28Q: 3 clusters Score -3656477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3656514.000000 Penalty: 5325.177246
	Iteration 29Q: 3 clusters Score -3656514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3656533.000000 Penalty: 5325.177246
	Iteration 30Q: 3 clusters Score -3656533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3656547.000000 Penalty: 5325.177246
	Iteration 31Q: 3 clusters Score -3656547 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3656556.250000 Penalty: 5325.177246
	Iteration 32Q: 3 clusters Score -3656556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3656560.500000 Penalty: 5325.177246
	Iteration 33Q: 3 clusters Score -3656560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3656570.250000 Penalty: 5325.177246
	Iteration 34Q: 3 clusters Score -3656570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3656576.000000 Penalty: 5325.177246
	Iteration 35Q: 3 clusters Score -3656576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3656584.750000 Penalty: 5325.177246
	Iteration 36Q: 3 clusters Score -3656585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3656596.250000 Penalty: 5325.177246
	Iteration 37Q: 3 clusters Score -3656596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3656594.250000 Penalty: 5325.177246
	Iteration 38Q: 3 clusters Score -3656594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3656605.250000 Penalty: 5325.177246
	Iteration 39Q: 3 clusters Score -3656605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3656611.500000 Penalty: 5325.177246
	Iteration 40F: 3 clusters Score -3656612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3656608.500000 Penalty: 5325.177246
	Iteration 41Q: 3 clusters Score -3656608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3656609.000000 Penalty: 5325.177246
	Iteration 42Q: 3 clusters Score -3656609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3656613.750000 Penalty: 5325.177246
	Iteration 43Q: 3 clusters Score -3656614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3656609.250000 Penalty: 5325.177246
	Iteration 44Q: 3 clusters Score -3656609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3656610.500000 Penalty: 5325.177246
	Iteration 45Q: 3 clusters Score -3656610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3656612.750000 Penalty: 5325.177246
	Iteration 46Q: 3 clusters Score -3656613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3656616.000000 Penalty: 5325.177246
	Iteration 47Q: 3 clusters Score -3656616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3656615.500000 Penalty: 5325.177246
	Iteration 48Q: 3 clusters Score -3656616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3656617.500000 Penalty: 5325.177246
	Iteration 49Q: 3 clusters Score -3656618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3656622.000000 Penalty: 5325.177246
	Iteration 50Q: 3 clusters Score -3656622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3656618.750000 Penalty: 5325.177246
	Iteration 51Q: 3 clusters Score -3656619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3656616.750000 Penalty: 5325.177246
	Iteration 52Q: 3 clusters Score -3656617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3656619.000000 Penalty: 5325.177246
	Iteration 53Q: 3 clusters Score -3656619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3656616.250000 Penalty: 5325.177246
	Iteration 54Q: 3 clusters Score -3656616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3656617.250000 Penalty: 5325.177246
	Iteration 55Q: 3 clusters Score -3656617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3656613.250000 Penalty: 5325.177246
	Iteration 56Q: 3 clusters Score -3656613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3656617.750000 Penalty: 5325.177246
	Iteration 57Q: 3 clusters Score -3656618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3656614.000000 Penalty: 5325.177246
	Iteration 58Q: 3 clusters Score -3656614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3656614.000000 Penalty: 5325.177246
	Iteration 59F: 3 clusters Score -3656614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Entering Unmasked Estep 
Score: -740157.562500 Penalty: 2245.372314
	Iteration 0F: 2 clusters Score -740157.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -733424.187500 Penalty: 4490.744629
	Iteration 0F: 3 clusters Score -733424.2 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -735347.812500 Penalty: 4490.744629
	Iteration 1F: 3 clusters Score -735347.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -735721.187500 Penalty: 4490.744629
	Iteration 2F: 3 clusters Score -735721.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -736033.687500 Penalty: 4490.744629
	Iteration 3F: 3 clusters Score -736033.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -736356.125000 Penalty: 4490.744629
	Iteration 4F: 3 clusters Score -736356.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -736675.062500 Penalty: 4490.744629
	Iteration 5F: 3 clusters Score -736675.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -736995.000000 Penalty: 4490.744629
	Iteration 6F: 3 clusters Score -736995 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -737298.312500 Penalty: 4490.744629
	Iteration 7F: 3 clusters Score -737298.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -737540.062500 Penalty: 4490.744629
	Iteration 8Q: 3 clusters Score -737540.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -737687.812500 Penalty: 4490.744629
	Iteration 9Q: 3 clusters Score -737687.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -737777.437500 Penalty: 4490.744629
	Iteration 10Q: 3 clusters Score -737777.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -737841.812500 Penalty: 4490.744629
	Iteration 11Q: 3 clusters Score -737841.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -737889.062500 Penalty: 4490.744629
	Iteration 12Q: 3 clusters Score -737889.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -737928.125000 Penalty: 4490.744629
	Iteration 13Q: 3 clusters Score -737928.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -737957.562500 Penalty: 4490.744629
	Iteration 14Q: 3 clusters Score -737957.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -737977.625000 Penalty: 4490.744629
	Iteration 15Q: 3 clusters Score -737977.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -737987.812500 Penalty: 4490.744629
	Iteration 16Q: 3 clusters Score -737987.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -737999.875000 Penalty: 4490.744629
	Iteration 17Q: 3 clusters Score -737999.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -738009.125000 Penalty: 4490.744629
	Iteration 18Q: 3 clusters Score -738009.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -738016.000000 Penalty: 4490.744629
	Iteration 19Q: 3 clusters Score -738016 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -738026.562500 Penalty: 4490.744629
	Iteration 20F: 3 clusters Score -738026.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -738033.312500 Penalty: 4490.744629
	Iteration 21Q: 3 clusters Score -738033.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -738039.375000 Penalty: 4490.744629
	Iteration 22Q: 3 clusters Score -738039.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -738050.687500 Penalty: 4490.744629
	Iteration 23Q: 3 clusters Score -738050.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -738056.125000 Penalty: 4490.744629
	Iteration 24Q: 3 clusters Score -738056.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -738061.250000 Penalty: 4490.744629
	Iteration 25Q: 3 clusters Score -738061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -738069.250000 Penalty: 4490.744629
	Iteration 26Q: 3 clusters Score -738069.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -738076.312500 Penalty: 4490.744629
	Iteration 27Q: 3 clusters Score -738076.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -738081.187500 Penalty: 4490.744629
	Iteration 28Q: 3 clusters Score -738081.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -738087.750000 Penalty: 4490.744629
	Iteration 29Q: 3 clusters Score -738087.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -738093.187500 Penalty: 4490.744629
	Iteration 30Q: 3 clusters Score -738093.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -738099.312500 Penalty: 4490.744629
	Iteration 31Q: 3 clusters Score -738099.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -738105.875000 Penalty: 4490.744629
	Iteration 32Q: 3 clusters Score -738105.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -738108.625000 Penalty: 4490.744629
	Iteration 33Q: 3 clusters Score -738108.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -738112.437500 Penalty: 4490.744629
	Iteration 34Q: 3 clusters Score -738112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -738117.375000 Penalty: 4490.744629
	Iteration 35Q: 3 clusters Score -738117.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -738125.687500 Penalty: 4490.744629
	Iteration 36Q: 3 clusters Score -738125.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -738133.125000 Penalty: 4490.744629
	Iteration 37Q: 3 clusters Score -738133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -738139.625000 Penalty: 4490.744629
	Iteration 38Q: 3 clusters Score -738139.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -738144.187500 Penalty: 4490.744629
	Iteration 39Q: 3 clusters Score -738144.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -738152.000000 Penalty: 4490.744629
	Iteration 40F: 3 clusters Score -738152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -738162.875000 Penalty: 4490.744629
	Iteration 41Q: 3 clusters Score -738162.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -738170.812500 Penalty: 4490.744629
	Iteration 42Q: 3 clusters Score -738170.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -738182.062500 Penalty: 4490.744629
	Iteration 43Q: 3 clusters Score -738182.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -738195.062500 Penalty: 4490.744629
	Iteration 44Q: 3 clusters Score -738195.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -738210.687500 Penalty: 4490.744629
	Iteration 45Q: 3 clusters Score -738210.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -738230.125000 Penalty: 4490.744629
	Iteration 46Q: 3 clusters Score -738230.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -738251.312500 Penalty: 4490.744629
	Iteration 47Q: 3 clusters Score -738251.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -738269.562500 Penalty: 4490.744629
	Iteration 48Q: 3 clusters Score -738269.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -738289.812500 Penalty: 4490.744629
	Iteration 49Q: 3 clusters Score -738289.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -738303.812500 Penalty: 4490.744629
	Iteration 50Q: 3 clusters Score -738303.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -738319.562500 Penalty: 4490.744629
	Iteration 51Q: 3 clusters Score -738319.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -738329.375000 Penalty: 4490.744629
	Iteration 52Q: 3 clusters Score -738329.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -738341.687500 Penalty: 4490.744629
	Iteration 53Q: 3 clusters Score -738341.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -738352.000000 Penalty: 4490.744629
	Iteration 54Q: 3 clusters Score -738352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -738363.437500 Penalty: 4490.744629
	Iteration 55Q: 3 clusters Score -738363.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -738368.500000 Penalty: 4490.744629
	Iteration 56Q: 3 clusters Score -738368.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -738372.750000 Penalty: 4490.744629
	Iteration 57Q: 3 clusters Score -738372.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -738378.500000 Penalty: 4490.744629
	Iteration 58Q: 3 clusters Score -738378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -738381.500000 Penalty: 4490.744629
	Iteration 59Q: 3 clusters Score -738381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -738385.812500 Penalty: 4490.744629
	Iteration 60F: 3 clusters Score -738385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -738388.187500 Penalty: 4490.744629
	Iteration 61Q: 3 clusters Score -738388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -738388.687500 Penalty: 4490.744629
	Iteration 62Q: 3 clusters Score -738388.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -738394.375000 Penalty: 4490.744629
	Iteration 63Q: 3 clusters Score -738394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -738397.062500 Penalty: 4490.744629
	Iteration 64Q: 3 clusters Score -738397.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -738405.625000 Penalty: 4490.744629
	Iteration 65Q: 3 clusters Score -738405.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -738409.812500 Penalty: 4490.744629
	Iteration 66Q: 3 clusters Score -738409.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -738417.375000 Penalty: 4490.744629
	Iteration 67Q: 3 clusters Score -738417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -738430.000000 Penalty: 4490.744629
	Iteration 68Q: 3 clusters Score -738430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -738437.875000 Penalty: 4490.744629
	Iteration 69Q: 3 clusters Score -738437.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -738442.000000 Penalty: 4490.744629
	Iteration 70Q: 3 clusters Score -738442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -738443.687500 Penalty: 4490.744629
	Iteration 71Q: 3 clusters Score -738443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -738450.500000 Penalty: 4490.744629
	Iteration 72Q: 3 clusters Score -738450.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -738454.187500 Penalty: 4490.744629
	Iteration 73Q: 3 clusters Score -738454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -738459.312500 Penalty: 4490.744629
	Iteration 74Q: 3 clusters Score -738459.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -738461.125000 Penalty: 4490.744629
	Iteration 75Q: 3 clusters Score -738461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -738465.625000 Penalty: 4490.744629
	Iteration 76Q: 3 clusters Score -738465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -738465.062500 Penalty: 4490.744629
	Iteration 77Q: 3 clusters Score -738465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -738469.562500 Penalty: 4490.744629
	Iteration 78Q: 3 clusters Score -738469.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -738472.875000 Penalty: 4490.744629
	Iteration 79Q: 3 clusters Score -738472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -738479.812500 Penalty: 4490.744629
	Iteration 80F: 3 clusters Score -738479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -738486.312500 Penalty: 4490.744629
	Iteration 81Q: 3 clusters Score -738486.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -738490.625000 Penalty: 4490.744629
	Iteration 82Q: 3 clusters Score -738490.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -738501.437500 Penalty: 4490.744629
	Iteration 83Q: 3 clusters Score -738501.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -738512.375000 Penalty: 4490.744629
	Iteration 84Q: 3 clusters Score -738512.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -738522.187500 Penalty: 4490.744629
	Iteration 85Q: 3 clusters Score -738522.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -738532.812500 Penalty: 4490.744629
	Iteration 86Q: 3 clusters Score -738532.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -738544.375000 Penalty: 4490.744629
	Iteration 87Q: 3 clusters Score -738544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -738549.437500 Penalty: 4490.744629
	Iteration 88Q: 3 clusters Score -738549.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -738556.812500 Penalty: 4490.744629
	Iteration 89Q: 3 clusters Score -738556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -738561.437500 Penalty: 4490.744629
	Iteration 90Q: 3 clusters Score -738561.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -738565.187500 Penalty: 4490.744629
	Iteration 91Q: 3 clusters Score -738565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -738572.062500 Penalty: 4490.744629
	Iteration 92Q: 3 clusters Score -738572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -738574.125000 Penalty: 4490.744629
	Iteration 93Q: 3 clusters Score -738574.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -738575.500000 Penalty: 4490.744629
	Iteration 94Q: 3 clusters Score -738575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -738578.437500 Penalty: 4490.744629
	Iteration 95Q: 3 clusters Score -738578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -738581.125000 Penalty: 4490.744629
	Iteration 96Q: 3 clusters Score -738581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -738582.687500 Penalty: 4490.744629
	Iteration 97Q: 3 clusters Score -738582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -738585.375000 Penalty: 4490.744629
	Iteration 98Q: 3 clusters Score -738585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -738591.750000 Penalty: 4490.744629
	Iteration 99Q: 3 clusters Score -738591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -738595.687500 Penalty: 4490.744629
	Iteration 100F: 3 clusters Score -738595.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -738597.437500 Penalty: 4490.744629
	Iteration 101Q: 3 clusters Score -738597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -738600.812500 Penalty: 4490.744629
	Iteration 102Q: 3 clusters Score -738600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -738602.812500 Penalty: 4490.744629
	Iteration 103Q: 3 clusters Score -738602.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -738607.500000 Penalty: 4490.744629
	Iteration 104Q: 3 clusters Score -738607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -738608.562500 Penalty: 4490.744629
	Iteration 105Q: 3 clusters Score -738608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -738613.375000 Penalty: 4490.744629
	Iteration 106Q: 3 clusters Score -738613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -738612.312500 Penalty: 4490.744629
	Iteration 107Q: 3 clusters Score -738612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -738615.125000 Penalty: 4490.744629
	Iteration 108Q: 3 clusters Score -738615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -738617.250000 Penalty: 4490.744629
	Iteration 109Q: 3 clusters Score -738617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -738617.250000 Penalty: 4490.744629
	Iteration 110F: 3 clusters Score -738617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -178974.375000 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -178974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -176145.468750 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -176145.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -176721.000000 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -176721 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -176906.171875 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -176906.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -177026.062500 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -177026.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -177112.921875 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -177112.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -177188.328125 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -177188.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -177275.390625 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -177275.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -177372.468750 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -177372.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -177462.515625 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -177462.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -177544.578125 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -177544.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -177620.343750 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -177620.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -177677.968750 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -177678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -177725.890625 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -177725.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -177773.546875 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -177773.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -177810.671875 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -177810.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177833.765625 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -177833.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -177848.015625 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -177848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -177864.812500 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -177864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -177874.562500 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -177874.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -177885.156250 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -177885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -177888.937500 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -177888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -177889.234375 Penalty: 3837.641357
	Iteration 21Q: 3 clusters Score -177889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -177890.421875 Penalty: 3837.641357
	Iteration 22Q: 3 clusters Score -177890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -177890.828125 Penalty: 3837.641357
	Iteration 23Q: 3 clusters Score -177890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -177890.828125 Penalty: 3837.641357
	Iteration 24F: 3 clusters Score -177890.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -252323.937500 Penalty: 2007.026978
	Iteration 0F: 2 clusters Score -252323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -248935.109375 Penalty: 4014.053955
	Iteration 0F: 3 clusters Score -248935.1 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -249801.281250 Penalty: 4014.053955
	Iteration 1F: 3 clusters Score -249801.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -250160.968750 Penalty: 4014.053955
	Iteration 2F: 3 clusters Score -250161 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -250664.031250 Penalty: 4014.053955
	Iteration 3F: 3 clusters Score -250664 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -251471.656250 Penalty: 4014.053955
	Iteration 4F: 3 clusters Score -251471.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -252275.453125 Penalty: 4014.053955
	Iteration 5F: 3 clusters Score -252275.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -253012.437500 Penalty: 4014.053955
	Iteration 6F: 3 clusters Score -253012.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -253277.343750 Penalty: 4014.053955
	Iteration 7Q: 3 clusters Score -253277.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -253373.406250 Penalty: 4014.053955
	Iteration 8Q: 3 clusters Score -253373.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -253432.031250 Penalty: 4014.053955
	Iteration 9Q: 3 clusters Score -253432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -253474.312500 Penalty: 4014.053955
	Iteration 10Q: 3 clusters Score -253474.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -253498.765625 Penalty: 4014.053955
	Iteration 11Q: 3 clusters Score -253498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -253504.062500 Penalty: 4014.053955
	Iteration 12Q: 3 clusters Score -253504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -253515.062500 Penalty: 4014.053955
	Iteration 13Q: 3 clusters Score -253515.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -253529.093750 Penalty: 4014.053955
	Iteration 14Q: 3 clusters Score -253529.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253545.671875 Penalty: 4014.053955
	Iteration 15Q: 3 clusters Score -253545.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -253562.406250 Penalty: 4014.053955
	Iteration 16Q: 3 clusters Score -253562.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -253580.656250 Penalty: 4014.053955
	Iteration 17Q: 3 clusters Score -253580.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -253595.421875 Penalty: 4014.053955
	Iteration 18Q: 3 clusters Score -253595.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -253603.125000 Penalty: 4014.053955
	Iteration 19Q: 3 clusters Score -253603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -253610.484375 Penalty: 4014.053955
	Iteration 20F: 3 clusters Score -253610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253617.968750 Penalty: 4014.053955
	Iteration 21Q: 3 clusters Score -253618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253631.968750 Penalty: 4014.053955
	Iteration 22Q: 3 clusters Score -253632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -253665.484375 Penalty: 4014.053955
	Iteration 23Q: 3 clusters Score -253665.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -253743.437500 Penalty: 4014.053955
	Iteration 24Q: 3 clusters Score -253743.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -253869.203125 Penalty: 4014.053955
	Iteration 25Q: 3 clusters Score -253869.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -253962.843750 Penalty: 4014.053955
	Iteration 26Q: 3 clusters Score -253962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254047.812500 Penalty: 4014.053955
	Iteration 27Q: 3 clusters Score -254047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254176.937500 Penalty: 4014.053955
	Iteration 28Q: 3 clusters Score -254176.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -254261.109375 Penalty: 4014.053955
	Iteration 29Q: 3 clusters Score -254261.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -254297.140625 Penalty: 4014.053955
	Iteration 30Q: 3 clusters Score -254297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254313.250000 Penalty: 4014.053955
	Iteration 31Q: 3 clusters Score -254313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -254315.531250 Penalty: 4014.053955
	Iteration 32Q: 3 clusters Score -254315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -254315.531250 Penalty: 4014.053955
	Iteration 33F: 3 clusters Score -254315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 3466 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Mstep: Class 31 contains 14966 members 
Mstep: Class 32 contains 9655 members 
Mstep: Class 33 contains 9815 members 
Mstep: Class 34 contains 4719 members 
Mstep: Class 35 contains 3681 members 
Mstep: Class 36 contains 3184 members 
Mstep: Class 37 contains 906 members 
Entering Unmasked Estep 
Score: -112972688.000000 Penalty: 129393.078125
Splitting cluster 28 changes total score from -112969648.000000 to -112972688.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 29 (22444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Entering Unmasked Estep 
Score: -1961759.250000 Penalty: 2484.657227
	Iteration 0F: 2 clusters Score -1961759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1946108.125000 Penalty: 4969.314453
	Iteration 0F: 3 clusters Score -1946108 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1951593.875000 Penalty: 4969.314453
	Iteration 1F: 3 clusters Score -1951594 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1952022.875000 Penalty: 4969.314453
	Iteration 2F: 3 clusters Score -1952023 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1952434.000000 Penalty: 4969.314453
	Iteration 3Q: 3 clusters Score -1952434 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1952859.125000 Penalty: 4969.314453
	Iteration 4Q: 3 clusters Score -1952859 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1953259.000000 Penalty: 4969.314453
	Iteration 5Q: 3 clusters Score -1953259 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1953698.000000 Penalty: 4969.314453
	Iteration 6Q: 3 clusters Score -1953698 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1954213.000000 Penalty: 4969.314453
	Iteration 7Q: 3 clusters Score -1954213 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1954725.500000 Penalty: 4969.314453
	Iteration 8Q: 3 clusters Score -1954726 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1955267.500000 Penalty: 4969.314453
	Iteration 9Q: 3 clusters Score -1955268 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1955776.250000 Penalty: 4969.314453
	Iteration 10Q: 3 clusters Score -1955776 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1956233.750000 Penalty: 4969.314453
	Iteration 11Q: 3 clusters Score -1956234 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1956715.625000 Penalty: 4969.314453
	Iteration 12Q: 3 clusters Score -1956716 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1957298.000000 Penalty: 4969.314453
	Iteration 13Q: 3 clusters Score -1957298 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1957867.625000 Penalty: 4969.314453
	Iteration 14Q: 3 clusters Score -1957868 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1958288.750000 Penalty: 4969.314453
	Iteration 15Q: 3 clusters Score -1958289 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1958586.125000 Penalty: 4969.314453
	Iteration 16Q: 3 clusters Score -1958586 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1958765.625000 Penalty: 4969.314453
	Iteration 17Q: 3 clusters Score -1958766 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1958895.750000 Penalty: 4969.314453
	Iteration 18Q: 3 clusters Score -1958896 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1958999.625000 Penalty: 4969.314453
	Iteration 19Q: 3 clusters Score -1959000 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1959061.375000 Penalty: 4969.314453
	Iteration 20F: 3 clusters Score -1959061 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1959135.500000 Penalty: 4969.314453
	Iteration 21Q: 3 clusters Score -1959136 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1959209.625000 Penalty: 4969.314453
	Iteration 22Q: 3 clusters Score -1959210 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1959288.875000 Penalty: 4969.314453
	Iteration 23Q: 3 clusters Score -1959289 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1959380.375000 Penalty: 4969.314453
	Iteration 24Q: 3 clusters Score -1959380 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1959473.625000 Penalty: 4969.314453
	Iteration 25Q: 3 clusters Score -1959474 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1959590.500000 Penalty: 4969.314453
	Iteration 26Q: 3 clusters Score -1959590 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1959682.625000 Penalty: 4969.314453
	Iteration 27Q: 3 clusters Score -1959683 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1959780.625000 Penalty: 4969.314453
	Iteration 28Q: 3 clusters Score -1959781 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1959893.125000 Penalty: 4969.314453
	Iteration 29Q: 3 clusters Score -1959893 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1959995.750000 Penalty: 4969.314453
	Iteration 30Q: 3 clusters Score -1959996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1960092.500000 Penalty: 4969.314453
	Iteration 31Q: 3 clusters Score -1960092 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1960166.750000 Penalty: 4969.314453
	Iteration 32Q: 3 clusters Score -1960167 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1960236.250000 Penalty: 4969.314453
	Iteration 33Q: 3 clusters Score -1960236 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1960295.625000 Penalty: 4969.314453
	Iteration 34Q: 3 clusters Score -1960296 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1960344.250000 Penalty: 4969.314453
	Iteration 35Q: 3 clusters Score -1960344 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1960385.125000 Penalty: 4969.314453
	Iteration 36Q: 3 clusters Score -1960385 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1960430.750000 Penalty: 4969.314453
	Iteration 37Q: 3 clusters Score -1960431 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1960454.000000 Penalty: 4969.314453
	Iteration 38Q: 3 clusters Score -1960454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1960472.250000 Penalty: 4969.314453
	Iteration 39Q: 3 clusters Score -1960472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1960491.750000 Penalty: 4969.314453
	Iteration 40F: 3 clusters Score -1960492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1960515.375000 Penalty: 4969.314453
	Iteration 41Q: 3 clusters Score -1960515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1960532.125000 Penalty: 4969.314453
	Iteration 42Q: 3 clusters Score -1960532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1960553.625000 Penalty: 4969.314453
	Iteration 43Q: 3 clusters Score -1960554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1960558.625000 Penalty: 4969.314453
	Iteration 44Q: 3 clusters Score -1960559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1960558.750000 Penalty: 4969.314453
	Iteration 45Q: 3 clusters Score -1960559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1960560.500000 Penalty: 4969.314453
	Iteration 46Q: 3 clusters Score -1960560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1960563.125000 Penalty: 4969.314453
	Iteration 47Q: 3 clusters Score -1960563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1960569.250000 Penalty: 4969.314453
	Iteration 48Q: 3 clusters Score -1960569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1960578.625000 Penalty: 4969.314453
	Iteration 49Q: 3 clusters Score -1960579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1960582.625000 Penalty: 4969.314453
	Iteration 50Q: 3 clusters Score -1960583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1960602.250000 Penalty: 4969.314453
	Iteration 51Q: 3 clusters Score -1960602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1960619.750000 Penalty: 4969.314453
	Iteration 52Q: 3 clusters Score -1960620 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1960636.500000 Penalty: 4969.314453
	Iteration 53Q: 3 clusters Score -1960636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1960659.250000 Penalty: 4969.314453
	Iteration 54Q: 3 clusters Score -1960659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1960692.875000 Penalty: 4969.314453
	Iteration 55Q: 3 clusters Score -1960693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1960712.375000 Penalty: 4969.314453
	Iteration 56Q: 3 clusters Score -1960712 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1960738.750000 Penalty: 4969.314453
	Iteration 57Q: 3 clusters Score -1960739 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1960760.000000 Penalty: 4969.314453
	Iteration 58Q: 3 clusters Score -1960760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1960775.875000 Penalty: 4969.314453
	Iteration 59Q: 3 clusters Score -1960776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1960786.875000 Penalty: 4969.314453
	Iteration 60F: 3 clusters Score -1960787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1960798.375000 Penalty: 4969.314453
	Iteration 61Q: 3 clusters Score -1960798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1960811.750000 Penalty: 4969.314453
	Iteration 62Q: 3 clusters Score -1960812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1960814.625000 Penalty: 4969.314453
	Iteration 63Q: 3 clusters Score -1960815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1960814.875000 Penalty: 4969.314453
	Iteration 64Q: 3 clusters Score -1960815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1960817.125000 Penalty: 4969.314453
	Iteration 65Q: 3 clusters Score -1960817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1960823.125000 Penalty: 4969.314453
	Iteration 66Q: 3 clusters Score -1960823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1960826.125000 Penalty: 4969.314453
	Iteration 67Q: 3 clusters Score -1960826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1960826.250000 Penalty: 4969.314453
	Iteration 68Q: 3 clusters Score -1960826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1960825.750000 Penalty: 4969.314453
	Iteration 69Q: 3 clusters Score -1960826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1960825.250000 Penalty: 4969.314453
	Iteration 70Q: 3 clusters Score -1960825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1960826.250000 Penalty: 4969.314453
	Iteration 71Q: 3 clusters Score -1960826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1960832.500000 Penalty: 4969.314453
	Iteration 72Q: 3 clusters Score -1960832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1960829.500000 Penalty: 4969.314453
	Iteration 73Q: 3 clusters Score -1960830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1960831.750000 Penalty: 4969.314453
	Iteration 74Q: 3 clusters Score -1960832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1960833.625000 Penalty: 4969.314453
	Iteration 75Q: 3 clusters Score -1960834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1960830.375000 Penalty: 4969.314453
	Iteration 76Q: 3 clusters Score -1960830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1960834.125000 Penalty: 4969.314453
	Iteration 77Q: 3 clusters Score -1960834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1960835.500000 Penalty: 4969.314453
	Iteration 78Q: 3 clusters Score -1960836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1960838.375000 Penalty: 4969.314453
	Iteration 79Q: 3 clusters Score -1960838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1960838.625000 Penalty: 4969.314453
	Iteration 80F: 3 clusters Score -1960839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1960838.875000 Penalty: 4969.314453
	Iteration 81Q: 3 clusters Score -1960839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1960839.000000 Penalty: 4969.314453
	Iteration 82Q: 3 clusters Score -1960839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1960839.125000 Penalty: 4969.314453
	Iteration 83Q: 3 clusters Score -1960839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1960838.750000 Penalty: 4969.314453
	Iteration 84Q: 3 clusters Score -1960839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1960838.750000 Penalty: 4969.314453
	Iteration 85F: 3 clusters Score -1960839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Entering Unmasked Estep 
Score: -1092057.000000 Penalty: 2342.344482
	Iteration 0F: 2 clusters Score -1092057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1082756.875000 Penalty: 4684.688965
	Iteration 0F: 3 clusters Score -1082757 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1085599.750000 Penalty: 4684.688965
	Iteration 1F: 3 clusters Score -1085600 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1085974.250000 Penalty: 4684.688965
	Iteration 2F: 3 clusters Score -1085974 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1086273.375000 Penalty: 4684.688965
	Iteration 3F: 3 clusters Score -1086273 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1086564.000000 Penalty: 4684.688965
	Iteration 4Q: 3 clusters Score -1086564 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1086838.375000 Penalty: 4684.688965
	Iteration 5Q: 3 clusters Score -1086838 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1087102.875000 Penalty: 4684.688965
	Iteration 6Q: 3 clusters Score -1087103 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1087410.125000 Penalty: 4684.688965
	Iteration 7Q: 3 clusters Score -1087410 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1087766.875000 Penalty: 4684.688965
	Iteration 8Q: 3 clusters Score -1087767 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1088173.875000 Penalty: 4684.688965
	Iteration 9Q: 3 clusters Score -1088174 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1088679.625000 Penalty: 4684.688965
	Iteration 10Q: 3 clusters Score -1088680 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1089166.750000 Penalty: 4684.688965
	Iteration 11Q: 3 clusters Score -1089167 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1089502.375000 Penalty: 4684.688965
	Iteration 12Q: 3 clusters Score -1089502 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1089751.750000 Penalty: 4684.688965
	Iteration 13Q: 3 clusters Score -1089752 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1089956.125000 Penalty: 4684.688965
	Iteration 14Q: 3 clusters Score -1089956 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1090130.125000 Penalty: 4684.688965
	Iteration 15Q: 3 clusters Score -1090130 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1090304.250000 Penalty: 4684.688965
	Iteration 16Q: 3 clusters Score -1090304 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1090483.375000 Penalty: 4684.688965
	Iteration 17Q: 3 clusters Score -1090483 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1090652.000000 Penalty: 4684.688965
	Iteration 18Q: 3 clusters Score -1090652 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1090840.625000 Penalty: 4684.688965
	Iteration 19Q: 3 clusters Score -1090841 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1090971.250000 Penalty: 4684.688965
	Iteration 20F: 3 clusters Score -1090971 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1091053.625000 Penalty: 4684.688965
	Iteration 21Q: 3 clusters Score -1091054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1091102.625000 Penalty: 4684.688965
	Iteration 22Q: 3 clusters Score -1091103 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1091139.375000 Penalty: 4684.688965
	Iteration 23Q: 3 clusters Score -1091139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1091156.625000 Penalty: 4684.688965
	Iteration 24Q: 3 clusters Score -1091157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1091170.375000 Penalty: 4684.688965
	Iteration 25Q: 3 clusters Score -1091170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1091181.125000 Penalty: 4684.688965
	Iteration 26Q: 3 clusters Score -1091181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1091188.125000 Penalty: 4684.688965
	Iteration 27Q: 3 clusters Score -1091188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1091193.625000 Penalty: 4684.688965
	Iteration 28Q: 3 clusters Score -1091194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1091196.250000 Penalty: 4684.688965
	Iteration 29Q: 3 clusters Score -1091196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1091203.375000 Penalty: 4684.688965
	Iteration 30Q: 3 clusters Score -1091203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1091204.250000 Penalty: 4684.688965
	Iteration 31Q: 3 clusters Score -1091204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1091204.625000 Penalty: 4684.688965
	Iteration 32Q: 3 clusters Score -1091205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1091203.875000 Penalty: 4684.688965
	Iteration 33Q: 3 clusters Score -1091204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1091203.875000 Penalty: 4684.688965
	Iteration 34F: 3 clusters Score -1091204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 6490 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 12019 members 
Mstep: Class 6 contains 13314 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 417229 members 
Mstep: Class 9 contains 8483 members 
Mstep: Class 10 contains 8571 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 7431 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 8788 members 
Mstep: Class 20 contains 27214 members 
Mstep: Class 21 contains 3466 members 
Mstep: Class 22 contains 327629 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 53947 members 
Mstep: Class 25 contains 45993 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 2365 members 
Mstep: Class 29 contains 22444 members 
Mstep: Class 30 contains 12644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112978224.000000 Penalty: 129393.078125
Iteration 79Q: 38 clusters Score -1.129782e+08 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 6479 members 
Mstep: Class 3 contains 101443 members 
Mstep: Class 4 contains 12161 members 
Mstep: Class 5 contains 12064 members 
Mstep: Class 6 contains 12690 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 417499 members 
Mstep: Class 9 contains 8481 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 11699 members 
Mstep: Class 15 contains 5377 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 17036 members 
Mstep: Class 18 contains 24649 members 
Mstep: Class 19 contains 8866 members 
Mstep: Class 20 contains 27474 members 
Mstep: Class 21 contains 3703 members 
Mstep: Class 22 contains 329432 members 
Mstep: Class 23 contains 28399 members 
Mstep: Class 24 contains 53812 members 
Mstep: Class 25 contains 46213 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 2574 members 
Mstep: Class 29 contains 22436 members 
Mstep: Class 30 contains 12728 members 
Mstep: Class 31 contains 14319 members 
Mstep: Class 32 contains 9348 members 
Mstep: Class 33 contains 9152 members 
Mstep: Class 34 contains 4302 members 
Mstep: Class 35 contains 3557 members 
Mstep: Class 36 contains 3078 members 
Mstep: Class 37 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983840.000000 Penalty: 129393.078125
Iteration 80F: 38 clusters Score -1.129838e+08 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 101447 members 
Mstep: Class 4 contains 11839 members 
Mstep: Class 5 contains 12069 members 
Mstep: Class 6 contains 12081 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 416734 members 
Mstep: Class 9 contains 8479 members 
Mstep: Class 10 contains 8549 members 
Mstep: Class 11 contains 18629 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 14 contains 11623 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 17021 members 
Mstep: Class 18 contains 24705 members 
Mstep: Class 19 contains 8884 members 
Mstep: Class 20 contains 27594 members 
Mstep: Class 21 contains 3874 members 
Mstep: Class 22 contains 330088 members 
Mstep: Class 23 contains 28295 members 
Mstep: Class 24 contains 53747 members 
Mstep: Class 25 contains 45711 members 
Mstep: Class 26 contains 8549 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 2595 members 
Mstep: Class 29 contains 22334 members 
Mstep: Class 30 contains 12777 members 
Mstep: Class 31 contains 14228 members 
Mstep: Class 32 contains 10176 members 
Mstep: Class 33 contains 9688 members 
Mstep: Class 34 contains 4620 members 
Mstep: Class 35 contains 3570 members 
Mstep: Class 36 contains 3074 members 
Mstep: Class 37 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986816.000000 Penalty: 129393.078125
Iteration 81Q: 38 clusters Score -1.129868e+08 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 101482 members 
Mstep: Class 4 contains 11631 members 
Mstep: Class 5 contains 12091 members 
Mstep: Class 6 contains 11646 members 
Mstep: Class 7 contains 8486 members 
Mstep: Class 8 contains 416239 members 
Mstep: Class 9 contains 8473 members 
Mstep: Class 10 contains 8542 members 
Mstep: Class 11 contains 18678 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 16 contains 7884 members 
Mstep: Class 17 contains 17000 members 
Mstep: Class 18 contains 24807 members 
Mstep: Class 19 contains 8877 members 
Mstep: Class 20 contains 27706 members 
Mstep: Class 21 contains 4019 members 
Mstep: Class 22 contains 330577 members 
Mstep: Class 23 contains 28209 members 
Mstep: Class 24 contains 53722 members 
Mstep: Class 25 contains 45306 members 
Mstep: Class 26 contains 8544 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 22232 members 
Mstep: Class 30 contains 12839 members 
Mstep: Class 31 contains 14052 members 
Mstep: Class 32 contains 10733 members 
Mstep: Class 33 contains 10026 members 
Mstep: Class 34 contains 4808 members 
Mstep: Class 35 contains 3548 members 
Mstep: Class 36 contains 3074 members 
Mstep: Class 37 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112988664.000000 Penalty: 129393.078125
Iteration 82Q: 38 clusters Score -1.129887e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 6458 members 
Mstep: Class 3 contains 101501 members 
Mstep: Class 4 contains 11443 members 
Mstep: Class 5 contains 12110 members 
Mstep: Class 6 contains 11353 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 415860 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 18722 members 
Mstep: Class 12 contains 3329 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 11513 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 7913 members 
Mstep: Class 17 contains 16989 members 
Mstep: Class 18 contains 24876 members 
Mstep: Class 19 contains 8856 members 
Mstep: Class 20 contains 27805 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 330923 members 
Mstep: Class 23 contains 28143 members 
Mstep: Class 24 contains 53688 members 
Mstep: Class 25 contains 44953 members 
Mstep: Class 26 contains 8541 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 22167 members 
Mstep: Class 30 contains 12894 members 
Mstep: Class 31 contains 13881 members 
Mstep: Class 32 contains 11154 members 
Mstep: Class 33 contains 10303 members 
Mstep: Class 34 contains 5005 members 
Mstep: Class 35 contains 3534 members 
Mstep: Class 36 contains 3074 members 
Mstep: Class 37 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112989584.000000 Penalty: 129393.078125
Iteration 83Q: 38 clusters Score -1.129896e+08 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 101530 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 12117 members 
Mstep: Class 6 contains 11172 members 
Mstep: Class 7 contains 8372 members 
Mstep: Class 8 contains 415587 members 
Mstep: Class 9 contains 8458 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 18745 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 7938 members 
Mstep: Class 17 contains 16994 members 
Mstep: Class 18 contains 24948 members 
Mstep: Class 19 contains 8797 members 
Mstep: Class 20 contains 27881 members 
Mstep: Class 21 contains 4221 members 
Mstep: Class 22 contains 331159 members 
Mstep: Class 23 contains 28075 members 
Mstep: Class 24 contains 53661 members 
Mstep: Class 25 contains 44643 members 
Mstep: Class 26 contains 8539 members 
Mstep: Class 27 contains 2304 members 
Mstep: Class 28 contains 2791 members 
Mstep: Class 29 contains 22094 members 
Mstep: Class 30 contains 12962 members 
Mstep: Class 31 contains 13719 members 
Mstep: Class 32 contains 11491 members 
Mstep: Class 33 contains 10507 members 
Mstep: Class 34 contains 5190 members 
Mstep: Class 35 contains 3516 members 
Mstep: Class 36 contains 3076 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112990968.000000 Penalty: 129393.078125
Iteration 84Q: 38 clusters Score -1.12991e+08 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 6422 members 
Mstep: Class 3 contains 101546 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 12123 members 
Mstep: Class 6 contains 11096 members 
Mstep: Class 7 contains 8329 members 
Mstep: Class 8 contains 415411 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 18776 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 3163 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 7975 members 
Mstep: Class 17 contains 16988 members 
Mstep: Class 18 contains 25043 members 
Mstep: Class 19 contains 8699 members 
Mstep: Class 20 contains 27959 members 
Mstep: Class 21 contains 4311 members 
Mstep: Class 22 contains 331304 members 
Mstep: Class 23 contains 28010 members 
Mstep: Class 24 contains 53638 members 
Mstep: Class 25 contains 44311 members 
Mstep: Class 26 contains 8536 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 22026 members 
Mstep: Class 30 contains 13015 members 
Mstep: Class 31 contains 13551 members 
Mstep: Class 32 contains 11797 members 
Mstep: Class 33 contains 10685 members 
Mstep: Class 34 contains 5365 members 
Mstep: Class 35 contains 3504 members 
Mstep: Class 36 contains 3074 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112991608.000000 Penalty: 129393.078125
Iteration 85Q: 38 clusters Score -1.129916e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 101558 members 
Mstep: Class 4 contains 11079 members 
Mstep: Class 5 contains 12127 members 
Mstep: Class 6 contains 11131 members 
Mstep: Class 7 contains 8271 members 
Mstep: Class 8 contains 415275 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 18800 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 8003 members 
Mstep: Class 17 contains 16987 members 
Mstep: Class 18 contains 25113 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 28022 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 331351 members 
Mstep: Class 23 contains 27947 members 
Mstep: Class 24 contains 53615 members 
Mstep: Class 25 contains 44060 members 
Mstep: Class 26 contains 8534 members 
Mstep: Class 27 contains 2313 members 
Mstep: Class 28 contains 2878 members 
Mstep: Class 29 contains 21984 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 13409 members 
Mstep: Class 32 contains 12015 members 
Mstep: Class 33 contains 10827 members 
Mstep: Class 34 contains 5507 members 
Mstep: Class 35 contains 3499 members 
Mstep: Class 36 contains 3066 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112992176.000000 Penalty: 129393.078125
Iteration 86Q: 38 clusters Score -1.129922e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 101566 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 8209 members 
Mstep: Class 8 contains 415189 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8493 members 
Mstep: Class 11 contains 18829 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 14 contains 11279 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 16983 members 
Mstep: Class 18 contains 25206 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 28105 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 331338 members 
Mstep: Class 23 contains 27883 members 
Mstep: Class 24 contains 53596 members 
Mstep: Class 25 contains 43829 members 
Mstep: Class 26 contains 8531 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 2917 members 
Mstep: Class 29 contains 21934 members 
Mstep: Class 30 contains 13159 members 
Mstep: Class 31 contains 13267 members 
Mstep: Class 32 contains 12207 members 
Mstep: Class 33 contains 10931 members 
Mstep: Class 34 contains 5638 members 
Mstep: Class 35 contains 3492 members 
Mstep: Class 36 contains 3062 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993016.000000 Penalty: 129393.078125
Iteration 87Q: 38 clusters Score -1.12993e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 101576 members 
Mstep: Class 4 contains 10908 members 
Mstep: Class 5 contains 12148 members 
Mstep: Class 6 contains 11406 members 
Mstep: Class 7 contains 8147 members 
Mstep: Class 8 contains 415146 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8485 members 
Mstep: Class 11 contains 18855 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 11242 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 16981 members 
Mstep: Class 18 contains 25292 members 
Mstep: Class 19 contains 8314 members 
Mstep: Class 20 contains 28162 members 
Mstep: Class 21 contains 4490 members 
Mstep: Class 22 contains 331271 members 
Mstep: Class 23 contains 27816 members 
Mstep: Class 24 contains 53581 members 
Mstep: Class 25 contains 43584 members 
Mstep: Class 26 contains 8525 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 2954 members 
Mstep: Class 29 contains 21873 members 
Mstep: Class 30 contains 13233 members 
Mstep: Class 31 contains 13146 members 
Mstep: Class 32 contains 12373 members 
Mstep: Class 33 contains 11034 members 
Mstep: Class 34 contains 5737 members 
Mstep: Class 35 contains 3488 members 
Mstep: Class 36 contains 3058 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993600.000000 Penalty: 129393.078125
Iteration 88Q: 38 clusters Score -1.129936e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 6351 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10840 members 
Mstep: Class 5 contains 12151 members 
Mstep: Class 6 contains 11624 members 
Mstep: Class 7 contains 8082 members 
Mstep: Class 8 contains 415070 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8483 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 11210 members 
Mstep: Class 15 contains 5476 members 
Mstep: Class 16 contains 8062 members 
Mstep: Class 17 contains 16977 members 
Mstep: Class 18 contains 25367 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 28221 members 
Mstep: Class 21 contains 4550 members 
Mstep: Class 22 contains 331175 members 
Mstep: Class 23 contains 27748 members 
Mstep: Class 24 contains 53573 members 
Mstep: Class 25 contains 43390 members 
Mstep: Class 26 contains 8519 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 2980 members 
Mstep: Class 29 contains 21819 members 
Mstep: Class 30 contains 13292 members 
Mstep: Class 31 contains 13029 members 
Mstep: Class 32 contains 12506 members 
Mstep: Class 33 contains 11146 members 
Mstep: Class 34 contains 5850 members 
Mstep: Class 35 contains 3483 members 
Mstep: Class 36 contains 3059 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994112.000000 Penalty: 129393.078125
Iteration 89Q: 38 clusters Score -1.129941e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 6314 members 
Mstep: Class 3 contains 101567 members 
Mstep: Class 4 contains 10783 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 11819 members 
Mstep: Class 7 contains 8024 members 
Mstep: Class 8 contains 415018 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 8475 members 
Mstep: Class 11 contains 18908 members 
Mstep: Class 12 contains 3643 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 16976 members 
Mstep: Class 18 contains 25428 members 
Mstep: Class 19 contains 8004 members 
Mstep: Class 20 contains 28269 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 331090 members 
Mstep: Class 23 contains 27701 members 
Mstep: Class 24 contains 53560 members 
Mstep: Class 25 contains 43248 members 
Mstep: Class 26 contains 8518 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 3003 members 
Mstep: Class 29 contains 21754 members 
Mstep: Class 30 contains 13348 members 
Mstep: Class 31 contains 12941 members 
Mstep: Class 32 contains 12641 members 
Mstep: Class 33 contains 11229 members 
Mstep: Class 34 contains 5952 members 
Mstep: Class 35 contains 3477 members 
Mstep: Class 36 contains 3060 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994832.000000 Penalty: 129393.078125
Iteration 90Q: 38 clusters Score -1.129948e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 101564 members 
Mstep: Class 4 contains 10737 members 
Mstep: Class 5 contains 12155 members 
Mstep: Class 6 contains 12007 members 
Mstep: Class 7 contains 7959 members 
Mstep: Class 8 contains 414959 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 18939 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 3473 members 
Mstep: Class 14 contains 11142 members 
Mstep: Class 15 contains 5518 members 
Mstep: Class 16 contains 8100 members 
Mstep: Class 17 contains 16976 members 
Mstep: Class 18 contains 25473 members 
Mstep: Class 19 contains 7876 members 
Mstep: Class 20 contains 28304 members 
Mstep: Class 21 contains 4650 members 
Mstep: Class 22 contains 330981 members 
Mstep: Class 23 contains 27679 members 
Mstep: Class 24 contains 53547 members 
Mstep: Class 25 contains 43093 members 
Mstep: Class 26 contains 8513 members 
Mstep: Class 27 contains 2301 members 
Mstep: Class 28 contains 3036 members 
Mstep: Class 29 contains 21706 members 
Mstep: Class 30 contains 13415 members 
Mstep: Class 31 contains 12861 members 
Mstep: Class 32 contains 12758 members 
Mstep: Class 33 contains 11322 members 
Mstep: Class 34 contains 6042 members 
Mstep: Class 35 contains 3467 members 
Mstep: Class 36 contains 3061 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994968.000000 Penalty: 129393.078125
Iteration 91Q: 38 clusters Score -1.12995e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 6259 members 
Mstep: Class 3 contains 101564 members 
Mstep: Class 4 contains 10695 members 
Mstep: Class 5 contains 12158 members 
Mstep: Class 6 contains 12161 members 
Mstep: Class 7 contains 7900 members 
Mstep: Class 8 contains 414895 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8450 members 
Mstep: Class 11 contains 18971 members 
Mstep: Class 12 contains 3701 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 11112 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 16972 members 
Mstep: Class 18 contains 25504 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 28332 members 
Mstep: Class 21 contains 4698 members 
Mstep: Class 22 contains 330932 members 
Mstep: Class 23 contains 27646 members 
Mstep: Class 24 contains 53527 members 
Mstep: Class 25 contains 42943 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 3057 members 
Mstep: Class 29 contains 21661 members 
Mstep: Class 30 contains 13490 members 
Mstep: Class 31 contains 12786 members 
Mstep: Class 32 contains 12847 members 
Mstep: Class 33 contains 11427 members 
Mstep: Class 34 contains 6124 members 
Mstep: Class 35 contains 3463 members 
Mstep: Class 36 contains 3059 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995112.000000 Penalty: 129393.078125
Iteration 92Q: 38 clusters Score -1.129951e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 101568 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 12154 members 
Mstep: Class 6 contains 12302 members 
Mstep: Class 7 contains 7847 members 
Mstep: Class 8 contains 414862 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 8439 members 
Mstep: Class 11 contains 18993 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 11088 members 
Mstep: Class 15 contains 5566 members 
Mstep: Class 16 contains 8136 members 
Mstep: Class 17 contains 16975 members 
Mstep: Class 18 contains 25548 members 
Mstep: Class 19 contains 7662 members 
Mstep: Class 20 contains 28362 members 
Mstep: Class 21 contains 4739 members 
Mstep: Class 22 contains 330848 members 
Mstep: Class 23 contains 27608 members 
Mstep: Class 24 contains 53516 members 
Mstep: Class 25 contains 42823 members 
Mstep: Class 26 contains 8502 members 
Mstep: Class 27 contains 2297 members 
Mstep: Class 28 contains 3081 members 
Mstep: Class 29 contains 21610 members 
Mstep: Class 30 contains 13552 members 
Mstep: Class 31 contains 12717 members 
Mstep: Class 32 contains 12923 members 
Mstep: Class 33 contains 11482 members 
Mstep: Class 34 contains 6189 members 
Mstep: Class 35 contains 3467 members 
Mstep: Class 36 contains 3058 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995360.000000 Penalty: 129393.078125
Iteration 93Q: 38 clusters Score -1.129954e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 6211 members 
Mstep: Class 3 contains 101567 members 
Mstep: Class 4 contains 10618 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 12409 members 
Mstep: Class 7 contains 7798 members 
Mstep: Class 8 contains 414842 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 8428 members 
Mstep: Class 11 contains 19010 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 3583 members 
Mstep: Class 14 contains 11079 members 
Mstep: Class 15 contains 5585 members 
Mstep: Class 16 contains 8154 members 
Mstep: Class 17 contains 16974 members 
Mstep: Class 18 contains 25589 members 
Mstep: Class 19 contains 7574 members 
Mstep: Class 20 contains 28391 members 
Mstep: Class 21 contains 4775 members 
Mstep: Class 22 contains 330759 members 
Mstep: Class 23 contains 27583 members 
Mstep: Class 24 contains 53509 members 
Mstep: Class 25 contains 42723 members 
Mstep: Class 26 contains 8499 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 3111 members 
Mstep: Class 29 contains 21570 members 
Mstep: Class 30 contains 13614 members 
Mstep: Class 31 contains 12653 members 
Mstep: Class 32 contains 13006 members 
Mstep: Class 33 contains 11529 members 
Mstep: Class 34 contains 6248 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3056 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995264.000000 Penalty: 129393.078125
Iteration 94Q: 38 clusters Score -1.129953e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 6198 members 
Mstep: Class 3 contains 101565 members 
Mstep: Class 4 contains 10595 members 
Mstep: Class 5 contains 12159 members 
Mstep: Class 6 contains 12514 members 
Mstep: Class 7 contains 7761 members 
Mstep: Class 8 contains 414827 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 19028 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 11051 members 
Mstep: Class 15 contains 5601 members 
Mstep: Class 16 contains 8169 members 
Mstep: Class 17 contains 16971 members 
Mstep: Class 18 contains 25625 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 28432 members 
Mstep: Class 21 contains 4809 members 
Mstep: Class 22 contains 330673 members 
Mstep: Class 23 contains 27565 members 
Mstep: Class 24 contains 53500 members 
Mstep: Class 25 contains 42606 members 
Mstep: Class 26 contains 8500 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 3132 members 
Mstep: Class 29 contains 21533 members 
Mstep: Class 30 contains 13651 members 
Mstep: Class 31 contains 12592 members 
Mstep: Class 32 contains 13075 members 
Mstep: Class 33 contains 11578 members 
Mstep: Class 34 contains 6322 members 
Mstep: Class 35 contains 3470 members 
Mstep: Class 36 contains 3051 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995256.000000 Penalty: 129393.078125
Iteration 95Q: 38 clusters Score -1.129953e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 101567 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 12610 members 
Mstep: Class 7 contains 7708 members 
Mstep: Class 8 contains 414802 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 19047 members 
Mstep: Class 12 contains 3810 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 14 contains 11035 members 
Mstep: Class 15 contains 5614 members 
Mstep: Class 16 contains 8193 members 
Mstep: Class 17 contains 16962 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 20 contains 28455 members 
Mstep: Class 21 contains 4843 members 
Mstep: Class 22 contains 330627 members 
Mstep: Class 23 contains 27543 members 
Mstep: Class 24 contains 53497 members 
Mstep: Class 25 contains 42491 members 
Mstep: Class 26 contains 8495 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 3144 members 
Mstep: Class 29 contains 21510 members 
Mstep: Class 30 contains 13700 members 
Mstep: Class 31 contains 12537 members 
Mstep: Class 32 contains 13124 members 
Mstep: Class 33 contains 11630 members 
Mstep: Class 34 contains 6373 members 
Mstep: Class 35 contains 3471 members 
Mstep: Class 36 contains 3051 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995624.000000 Penalty: 129393.078125
Iteration 96Q: 38 clusters Score -1.129956e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6175 members 
Mstep: Class 3 contains 101558 members 
Mstep: Class 4 contains 10552 members 
Mstep: Class 5 contains 12150 members 
Mstep: Class 6 contains 12688 members 
Mstep: Class 7 contains 7658 members 
Mstep: Class 8 contains 414780 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 8410 members 
Mstep: Class 11 contains 19067 members 
Mstep: Class 12 contains 3834 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 11022 members 
Mstep: Class 15 contains 5633 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 16953 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 28485 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 330576 members 
Mstep: Class 23 contains 27517 members 
Mstep: Class 24 contains 53492 members 
Mstep: Class 25 contains 42413 members 
Mstep: Class 26 contains 8491 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 3156 members 
Mstep: Class 29 contains 21482 members 
Mstep: Class 30 contains 13741 members 
Mstep: Class 31 contains 12503 members 
Mstep: Class 32 contains 13159 members 
Mstep: Class 33 contains 11675 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3049 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995592.000000 Penalty: 129393.078125
Iteration 97Q: 38 clusters Score -1.129956e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6157 members 
Mstep: Class 3 contains 101555 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 12144 members 
Mstep: Class 6 contains 12761 members 
Mstep: Class 7 contains 7622 members 
Mstep: Class 8 contains 414737 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 8404 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 3857 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 11012 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 16951 members 
Mstep: Class 18 contains 25704 members 
Mstep: Class 19 contains 7277 members 
Mstep: Class 20 contains 28503 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 330546 members 
Mstep: Class 23 contains 27494 members 
Mstep: Class 24 contains 53488 members 
Mstep: Class 25 contains 42329 members 
Mstep: Class 26 contains 8485 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 21463 members 
Mstep: Class 30 contains 13793 members 
Mstep: Class 31 contains 12479 members 
Mstep: Class 32 contains 13181 members 
Mstep: Class 33 contains 11712 members 
Mstep: Class 34 contains 6467 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3044 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995872.000000 Penalty: 129393.078125
Iteration 98Q: 38 clusters Score -1.129959e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 6146 members 
Mstep: Class 3 contains 101556 members 
Mstep: Class 4 contains 10518 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 12838 members 
Mstep: Class 7 contains 7586 members 
Mstep: Class 8 contains 414708 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 8402 members 
Mstep: Class 11 contains 19094 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 11001 members 
Mstep: Class 15 contains 5662 members 
Mstep: Class 16 contains 8218 members 
Mstep: Class 17 contains 16948 members 
Mstep: Class 18 contains 25718 members 
Mstep: Class 19 contains 7218 members 
Mstep: Class 20 contains 28529 members 
Mstep: Class 21 contains 4936 members 
Mstep: Class 22 contains 330526 members 
Mstep: Class 23 contains 27472 members 
Mstep: Class 24 contains 53488 members 
Mstep: Class 25 contains 42268 members 
Mstep: Class 26 contains 8481 members 
Mstep: Class 27 contains 2281 members 
Mstep: Class 28 contains 3179 members 
Mstep: Class 29 contains 21437 members 
Mstep: Class 30 contains 13838 members 
Mstep: Class 31 contains 12446 members 
Mstep: Class 32 contains 13186 members 
Mstep: Class 33 contains 11735 members 
Mstep: Class 34 contains 6507 members 
Mstep: Class 35 contains 3469 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996024.000000 Penalty: 129393.078125
Iteration 99Q: 38 clusters Score -1.12996e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6142 members 
Mstep: Class 3 contains 101550 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 12140 members 
Mstep: Class 6 contains 12890 members 
Mstep: Class 7 contains 7566 members 
Mstep: Class 8 contains 414674 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 19107 members 
Mstep: Class 12 contains 3890 members 
Mstep: Class 13 contains 3725 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 16939 members 
Mstep: Class 18 contains 25730 members 
Mstep: Class 19 contains 7178 members 
Mstep: Class 20 contains 28556 members 
Mstep: Class 21 contains 4964 members 
Mstep: Class 22 contains 330489 members 
Mstep: Class 23 contains 27449 members 
Mstep: Class 24 contains 53485 members 
Mstep: Class 25 contains 42206 members 
Mstep: Class 26 contains 8475 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 3196 members 
Mstep: Class 29 contains 21415 members 
Mstep: Class 30 contains 13878 members 
Mstep: Class 31 contains 12420 members 
Mstep: Class 32 contains 13202 members 
Mstep: Class 33 contains 11763 members 
Mstep: Class 34 contains 6540 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3043 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996240.000000 Penalty: 129393.078125
Iteration 100F: 38 clusters Score -1.129962e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101556 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 12139 members 
Mstep: Class 6 contains 13033 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 8 contains 414599 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 8392 members 
Mstep: Class 11 contains 19114 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 3757 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 16938 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 28580 members 
Mstep: Class 21 contains 5001 members 
Mstep: Class 22 contains 330402 members 
Mstep: Class 23 contains 27417 members 
Mstep: Class 24 contains 53480 members 
Mstep: Class 25 contains 42138 members 
Mstep: Class 26 contains 8474 members 
Mstep: Class 27 contains 2284 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21393 members 
Mstep: Class 30 contains 13903 members 
Mstep: Class 31 contains 12391 members 
Mstep: Class 32 contains 13233 members 
Mstep: Class 33 contains 11808 members 
Mstep: Class 34 contains 6566 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996328.000000 Penalty: 129393.078125
Iteration 101Q: 38 clusters Score -1.129963e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 101562 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 13153 members 
Mstep: Class 7 contains 7531 members 
Mstep: Class 8 contains 414547 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 8384 members 
Mstep: Class 11 contains 19121 members 
Mstep: Class 12 contains 3923 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 10984 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 16935 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 28600 members 
Mstep: Class 21 contains 5030 members 
Mstep: Class 22 contains 330320 members 
Mstep: Class 23 contains 27393 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 42055 members 
Mstep: Class 26 contains 8471 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 3236 members 
Mstep: Class 29 contains 21373 members 
Mstep: Class 30 contains 13934 members 
Mstep: Class 31 contains 12362 members 
Mstep: Class 32 contains 13266 members 
Mstep: Class 33 contains 11836 members 
Mstep: Class 34 contains 6605 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3044 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996432.000000 Penalty: 129393.078125
Iteration 102Q: 38 clusters Score -1.129964e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 101562 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 13255 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 8 contains 414530 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 19127 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 3818 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 8219 members 
Mstep: Class 17 contains 16935 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 6995 members 
Mstep: Class 20 contains 28621 members 
Mstep: Class 21 contains 5053 members 
Mstep: Class 22 contains 330231 members 
Mstep: Class 23 contains 27373 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 41995 members 
Mstep: Class 26 contains 8471 members 
Mstep: Class 27 contains 2289 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 21355 members 
Mstep: Class 30 contains 13953 members 
Mstep: Class 31 contains 12332 members 
Mstep: Class 32 contains 13281 members 
Mstep: Class 33 contains 11858 members 
Mstep: Class 34 contains 6634 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3046 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996216.000000 Penalty: 129393.078125
Iteration 103Q: 38 clusters Score -1.129962e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 101561 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 12139 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 7499 members 
Mstep: Class 8 contains 414506 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 8375 members 
Mstep: Class 11 contains 19134 members 
Mstep: Class 12 contains 3945 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 8223 members 
Mstep: Class 17 contains 16936 members 
Mstep: Class 18 contains 25793 members 
Mstep: Class 19 contains 6918 members 
Mstep: Class 20 contains 28642 members 
Mstep: Class 21 contains 5064 members 
Mstep: Class 22 contains 330158 members 
Mstep: Class 23 contains 27350 members 
Mstep: Class 24 contains 53469 members 
Mstep: Class 25 contains 41940 members 
Mstep: Class 26 contains 8472 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 3280 members 
Mstep: Class 29 contains 21345 members 
Mstep: Class 30 contains 13967 members 
Mstep: Class 31 contains 12315 members 
Mstep: Class 32 contains 13296 members 
Mstep: Class 33 contains 11880 members 
Mstep: Class 34 contains 6659 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3047 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996224.000000 Penalty: 129393.078125
Iteration 104Q: 38 clusters Score -1.129962e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101566 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 12137 members 
Mstep: Class 6 contains 13484 members 
Mstep: Class 7 contains 7486 members 
Mstep: Class 8 contains 414468 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 19144 members 
Mstep: Class 12 contains 3965 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 8225 members 
Mstep: Class 17 contains 16935 members 
Mstep: Class 18 contains 25813 members 
Mstep: Class 19 contains 6832 members 
Mstep: Class 20 contains 28668 members 
Mstep: Class 21 contains 5085 members 
Mstep: Class 22 contains 330089 members 
Mstep: Class 23 contains 27317 members 
Mstep: Class 24 contains 53468 members 
Mstep: Class 25 contains 41877 members 
Mstep: Class 26 contains 8472 members 
Mstep: Class 27 contains 2293 members 
Mstep: Class 28 contains 3297 members 
Mstep: Class 29 contains 21330 members 
Mstep: Class 30 contains 13986 members 
Mstep: Class 31 contains 12295 members 
Mstep: Class 32 contains 13305 members 
Mstep: Class 33 contains 11896 members 
Mstep: Class 34 contains 6688 members 
Mstep: Class 35 contains 3469 members 
Mstep: Class 36 contains 3046 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996408.000000 Penalty: 129393.078125
Iteration 105Q: 38 clusters Score -1.129964e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101568 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 13596 members 
Mstep: Class 7 contains 7477 members 
Mstep: Class 8 contains 414426 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 19154 members 
Mstep: Class 12 contains 3983 members 
Mstep: Class 13 contains 3939 members 
Mstep: Class 14 contains 10957 members 
Mstep: Class 15 contains 5702 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 16931 members 
Mstep: Class 18 contains 25833 members 
Mstep: Class 19 contains 6764 members 
Mstep: Class 20 contains 28679 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 330006 members 
Mstep: Class 23 contains 27284 members 
Mstep: Class 24 contains 53468 members 
Mstep: Class 25 contains 41823 members 
Mstep: Class 26 contains 8471 members 
Mstep: Class 27 contains 2295 members 
Mstep: Class 28 contains 3312 members 
Mstep: Class 29 contains 21311 members 
Mstep: Class 30 contains 13997 members 
Mstep: Class 31 contains 12283 members 
Mstep: Class 32 contains 13321 members 
Mstep: Class 33 contains 11913 members 
Mstep: Class 34 contains 6721 members 
Mstep: Class 35 contains 3469 members 
Mstep: Class 36 contains 3047 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996560.000000 Penalty: 129393.078125
Iteration 106Q: 38 clusters Score -1.129966e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 6077 members 
Mstep: Class 3 contains 101568 members 
Mstep: Class 4 contains 10441 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 7467 members 
Mstep: Class 8 contains 414366 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 8377 members 
Mstep: Class 11 contains 19161 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 3982 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 16927 members 
Mstep: Class 18 contains 25852 members 
Mstep: Class 19 contains 6699 members 
Mstep: Class 20 contains 28688 members 
Mstep: Class 21 contains 5157 members 
Mstep: Class 22 contains 329921 members 
Mstep: Class 23 contains 27257 members 
Mstep: Class 24 contains 53468 members 
Mstep: Class 25 contains 41796 members 
Mstep: Class 26 contains 8471 members 
Mstep: Class 27 contains 2291 members 
Mstep: Class 28 contains 3325 members 
Mstep: Class 29 contains 21300 members 
Mstep: Class 30 contains 14010 members 
Mstep: Class 31 contains 12274 members 
Mstep: Class 32 contains 13335 members 
Mstep: Class 33 contains 11938 members 
Mstep: Class 34 contains 6743 members 
Mstep: Class 35 contains 3470 members 
Mstep: Class 36 contains 3045 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996472.000000 Penalty: 129393.078125
Iteration 107Q: 38 clusters Score -1.129965e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 101571 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 12145 members 
Mstep: Class 6 contains 13807 members 
Mstep: Class 7 contains 7456 members 
Mstep: Class 8 contains 414330 members 
Mstep: Class 9 contains 8449 members 
Mstep: Class 10 contains 8378 members 
Mstep: Class 11 contains 19171 members 
Mstep: Class 12 contains 4005 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 5705 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 16921 members 
Mstep: Class 18 contains 25862 members 
Mstep: Class 19 contains 6632 members 
Mstep: Class 20 contains 28702 members 
Mstep: Class 21 contains 5183 members 
Mstep: Class 22 contains 329867 members 
Mstep: Class 23 contains 27222 members 
Mstep: Class 24 contains 53465 members 
Mstep: Class 25 contains 41763 members 
Mstep: Class 26 contains 8468 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 3336 members 
Mstep: Class 29 contains 21290 members 
Mstep: Class 30 contains 14022 members 
Mstep: Class 31 contains 12272 members 
Mstep: Class 32 contains 13343 members 
Mstep: Class 33 contains 11936 members 
Mstep: Class 34 contains 6770 members 
Mstep: Class 35 contains 3469 members 
Mstep: Class 36 contains 3043 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996664.000000 Penalty: 129393.078125
Iteration 108Q: 38 clusters Score -1.129967e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 6077 members 
Mstep: Class 3 contains 101580 members 
Mstep: Class 4 contains 10412 members 
Mstep: Class 5 contains 12146 members 
Mstep: Class 6 contains 13906 members 
Mstep: Class 7 contains 7444 members 
Mstep: Class 8 contains 414293 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 19179 members 
Mstep: Class 12 contains 4023 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 10940 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 17 contains 16914 members 
Mstep: Class 18 contains 25873 members 
Mstep: Class 19 contains 6566 members 
Mstep: Class 20 contains 28714 members 
Mstep: Class 21 contains 5202 members 
Mstep: Class 22 contains 329813 members 
Mstep: Class 23 contains 27186 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 41732 members 
Mstep: Class 26 contains 8465 members 
Mstep: Class 27 contains 2288 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 21277 members 
Mstep: Class 30 contains 14041 members 
Mstep: Class 31 contains 12265 members 
Mstep: Class 32 contains 13355 members 
Mstep: Class 33 contains 11922 members 
Mstep: Class 34 contains 6800 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3044 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997160.000000 Penalty: 129393.078125
Iteration 109Q: 38 clusters Score -1.129972e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 6072 members 
Mstep: Class 3 contains 101583 members 
Mstep: Class 4 contains 10409 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 13986 members 
Mstep: Class 7 contains 7438 members 
Mstep: Class 8 contains 414244 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8369 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 4044 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 10931 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 8229 members 
Mstep: Class 17 contains 16907 members 
Mstep: Class 18 contains 25878 members 
Mstep: Class 19 contains 6506 members 
Mstep: Class 20 contains 28726 members 
Mstep: Class 21 contains 5228 members 
Mstep: Class 22 contains 329772 members 
Mstep: Class 23 contains 27154 members 
Mstep: Class 24 contains 53462 members 
Mstep: Class 25 contains 41734 members 
Mstep: Class 26 contains 8463 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 3359 members 
Mstep: Class 29 contains 21273 members 
Mstep: Class 30 contains 14059 members 
Mstep: Class 31 contains 12249 members 
Mstep: Class 32 contains 13360 members 
Mstep: Class 33 contains 11888 members 
Mstep: Class 34 contains 6824 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3043 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997248.000000 Penalty: 129393.078125
Iteration 110Q: 38 clusters Score -1.129972e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 6065 members 
Mstep: Class 3 contains 101585 members 
Mstep: Class 4 contains 10405 members 
Mstep: Class 5 contains 12139 members 
Mstep: Class 6 contains 14074 members 
Mstep: Class 7 contains 7436 members 
Mstep: Class 8 contains 414180 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8369 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 4069 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 17 contains 16907 members 
Mstep: Class 18 contains 25876 members 
Mstep: Class 19 contains 6454 members 
Mstep: Class 20 contains 28734 members 
Mstep: Class 21 contains 5263 members 
Mstep: Class 22 contains 329728 members 
Mstep: Class 23 contains 27130 members 
Mstep: Class 24 contains 53462 members 
Mstep: Class 25 contains 41724 members 
Mstep: Class 26 contains 8463 members 
Mstep: Class 27 contains 2286 members 
Mstep: Class 28 contains 3380 members 
Mstep: Class 29 contains 21272 members 
Mstep: Class 30 contains 14071 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 13360 members 
Mstep: Class 33 contains 11839 members 
Mstep: Class 34 contains 6838 members 
Mstep: Class 35 contains 3467 members 
Mstep: Class 36 contains 3045 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997608.000000 Penalty: 129393.078125
Iteration 111Q: 38 clusters Score -1.129976e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 6063 members 
Mstep: Class 3 contains 101583 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 12138 members 
Mstep: Class 6 contains 14131 members 
Mstep: Class 7 contains 7421 members 
Mstep: Class 8 contains 414110 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8366 members 
Mstep: Class 11 contains 19188 members 
Mstep: Class 12 contains 4101 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 10920 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 16909 members 
Mstep: Class 18 contains 25877 members 
Mstep: Class 19 contains 6418 members 
Mstep: Class 20 contains 28746 members 
Mstep: Class 21 contains 5300 members 
Mstep: Class 22 contains 329684 members 
Mstep: Class 23 contains 27101 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 41720 members 
Mstep: Class 26 contains 8460 members 
Mstep: Class 27 contains 2287 members 
Mstep: Class 28 contains 3394 members 
Mstep: Class 29 contains 21268 members 
Mstep: Class 30 contains 14085 members 
Mstep: Class 31 contains 12234 members 
Mstep: Class 32 contains 13359 members 
Mstep: Class 33 contains 11815 members 
Mstep: Class 34 contains 6850 members 
Mstep: Class 35 contains 3467 members 
Mstep: Class 36 contains 3046 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998032.000000 Penalty: 129393.078125
Iteration 112Q: 38 clusters Score -1.12998e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 101586 members 
Mstep: Class 4 contains 10365 members 
Mstep: Class 5 contains 12140 members 
Mstep: Class 6 contains 14176 members 
Mstep: Class 7 contains 7413 members 
Mstep: Class 8 contains 414033 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8365 members 
Mstep: Class 11 contains 19195 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 10914 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 17 contains 16903 members 
Mstep: Class 18 contains 25889 members 
Mstep: Class 19 contains 6386 members 
Mstep: Class 20 contains 28768 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 329628 members 
Mstep: Class 23 contains 27082 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 41743 members 
Mstep: Class 26 contains 8457 members 
Mstep: Class 27 contains 2298 members 
Mstep: Class 28 contains 3409 members 
Mstep: Class 29 contains 21265 members 
Mstep: Class 30 contains 14092 members 
Mstep: Class 31 contains 12226 members 
Mstep: Class 32 contains 13361 members 
Mstep: Class 33 contains 11754 members 
Mstep: Class 34 contains 6863 members 
Mstep: Class 35 contains 3468 members 
Mstep: Class 36 contains 3048 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998360.000000 Penalty: 129393.078125
Iteration 113Q: 38 clusters Score -1.129984e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 101586 members 
Mstep: Class 4 contains 10353 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 14227 members 
Mstep: Class 7 contains 7406 members 
Mstep: Class 8 contains 413970 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8365 members 
Mstep: Class 11 contains 19201 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 10911 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25896 members 
Mstep: Class 19 contains 6345 members 
Mstep: Class 20 contains 28790 members 
Mstep: Class 21 contains 5348 members 
Mstep: Class 22 contains 329577 members 
Mstep: Class 23 contains 27057 members 
Mstep: Class 24 contains 53465 members 
Mstep: Class 25 contains 41766 members 
Mstep: Class 26 contains 8455 members 
Mstep: Class 27 contains 2305 members 
Mstep: Class 28 contains 3417 members 
Mstep: Class 29 contains 21255 members 
Mstep: Class 30 contains 14094 members 
Mstep: Class 31 contains 12215 members 
Mstep: Class 32 contains 13372 members 
Mstep: Class 33 contains 11692 members 
Mstep: Class 34 contains 6874 members 
Mstep: Class 35 contains 3470 members 
Mstep: Class 36 contains 3051 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998800.000000 Penalty: 129393.078125
Iteration 114Q: 38 clusters Score -1.129988e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 101581 members 
Mstep: Class 4 contains 10345 members 
Mstep: Class 5 contains 12153 members 
Mstep: Class 6 contains 14271 members 
Mstep: Class 7 contains 7399 members 
Mstep: Class 8 contains 413923 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8365 members 
Mstep: Class 11 contains 19208 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 10908 members 
Mstep: Class 15 contains 5722 members 
Mstep: Class 16 contains 8225 members 
Mstep: Class 17 contains 16881 members 
Mstep: Class 18 contains 25906 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 28796 members 
Mstep: Class 21 contains 5368 members 
Mstep: Class 22 contains 329536 members 
Mstep: Class 23 contains 27036 members 
Mstep: Class 24 contains 53467 members 
Mstep: Class 25 contains 41787 members 
Mstep: Class 26 contains 8456 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 3420 members 
Mstep: Class 29 contains 21242 members 
Mstep: Class 30 contains 14102 members 
Mstep: Class 31 contains 12206 members 
Mstep: Class 32 contains 13372 members 
Mstep: Class 33 contains 11609 members 
Mstep: Class 34 contains 6885 members 
Mstep: Class 35 contains 3475 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999400.000000 Penalty: 129393.078125
Iteration 115Q: 38 clusters Score -1.129994e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 6038 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10343 members 
Mstep: Class 5 contains 12157 members 
Mstep: Class 6 contains 14326 members 
Mstep: Class 7 contains 7391 members 
Mstep: Class 8 contains 413875 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8371 members 
Mstep: Class 11 contains 19213 members 
Mstep: Class 12 contains 4279 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 10905 members 
Mstep: Class 15 contains 5715 members 
Mstep: Class 16 contains 8224 members 
Mstep: Class 17 contains 16877 members 
Mstep: Class 18 contains 25915 members 
Mstep: Class 19 contains 6262 members 
Mstep: Class 20 contains 28803 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 329468 members 
Mstep: Class 23 contains 27014 members 
Mstep: Class 24 contains 53465 members 
Mstep: Class 25 contains 41782 members 
Mstep: Class 26 contains 8456 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 3423 members 
Mstep: Class 29 contains 21234 members 
Mstep: Class 30 contains 14112 members 
Mstep: Class 31 contains 12200 members 
Mstep: Class 32 contains 13363 members 
Mstep: Class 33 contains 11629 members 
Mstep: Class 34 contains 6885 members 
Mstep: Class 35 contains 3480 members 
Mstep: Class 36 contains 3057 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999408.000000 Penalty: 129393.078125
Iteration 116Q: 38 clusters Score -1.129994e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 14395 members 
Mstep: Class 7 contains 7383 members 
Mstep: Class 8 contains 413788 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8369 members 
Mstep: Class 11 contains 19216 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 8226 members 
Mstep: Class 17 contains 16872 members 
Mstep: Class 18 contains 25919 members 
Mstep: Class 19 contains 6216 members 
Mstep: Class 20 contains 28811 members 
Mstep: Class 21 contains 5388 members 
Mstep: Class 22 contains 329384 members 
Mstep: Class 23 contains 26997 members 
Mstep: Class 24 contains 53464 members 
Mstep: Class 25 contains 41768 members 
Mstep: Class 26 contains 8454 members 
Mstep: Class 27 contains 2325 members 
Mstep: Class 28 contains 3423 members 
Mstep: Class 29 contains 21230 members 
Mstep: Class 30 contains 14124 members 
Mstep: Class 31 contains 12192 members 
Mstep: Class 32 contains 13371 members 
Mstep: Class 33 contains 11722 members 
Mstep: Class 34 contains 6887 members 
Mstep: Class 35 contains 3480 members 
Mstep: Class 36 contains 3058 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999896.000000 Penalty: 129393.078125
Iteration 117Q: 38 clusters Score -1.129999e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 6020 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 12160 members 
Mstep: Class 6 contains 14456 members 
Mstep: Class 7 contains 7377 members 
Mstep: Class 8 contains 413722 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8370 members 
Mstep: Class 11 contains 19218 members 
Mstep: Class 12 contains 4344 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 10893 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 8238 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 25924 members 
Mstep: Class 19 contains 6173 members 
Mstep: Class 20 contains 28816 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 329336 members 
Mstep: Class 23 contains 26983 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 41709 members 
Mstep: Class 26 contains 8453 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 3426 members 
Mstep: Class 29 contains 21224 members 
Mstep: Class 30 contains 14130 members 
Mstep: Class 31 contains 12183 members 
Mstep: Class 32 contains 13382 members 
Mstep: Class 33 contains 11804 members 
Mstep: Class 34 contains 6890 members 
Mstep: Class 35 contains 3481 members 
Mstep: Class 36 contains 3061 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000160.000000 Penalty: 129393.078125
Iteration 118Q: 38 clusters Score -1.130002e+08 nChanged 842
Entering ConstructFrom: 
Score: -113000160.000000 Penalty: 129393.078125
Entering ConstructFrom: 
Trying to split cluster 1 (59329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Entering Unmasked Estep 
Score: -5277845.500000 Penalty: 2725.731689
	Iteration 0F: 2 clusters Score -5277846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -5237923.500000 Penalty: 5451.463379
	Iteration 0F: 3 clusters Score -5237924 nChanged 27638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5253056.000000 Penalty: 5451.463379
	Iteration 1F: 3 clusters Score -5253056 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5253637.000000 Penalty: 5451.463379
	Iteration 2Q: 3 clusters Score -5253637 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -5254073.000000 Penalty: 5451.463379
	Iteration 3Q: 3 clusters Score -5254073 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5254445.500000 Penalty: 5451.463379
	Iteration 4Q: 3 clusters Score -5254446 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -5254820.000000 Penalty: 5451.463379
	Iteration 5Q: 3 clusters Score -5254820 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -5255189.000000 Penalty: 5451.463379
	Iteration 6Q: 3 clusters Score -5255189 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5255531.000000 Penalty: 5451.463379
	Iteration 7Q: 3 clusters Score -5255531 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5255949.500000 Penalty: 5451.463379
	Iteration 8Q: 3 clusters Score -5255950 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -5256423.500000 Penalty: 5451.463379
	Iteration 9Q: 3 clusters Score -5256424 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -5256998.000000 Penalty: 5451.463379
	Iteration 10Q: 3 clusters Score -5256998 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -5257575.000000 Penalty: 5451.463379
	Iteration 11Q: 3 clusters Score -5257575 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -5258188.000000 Penalty: 5451.463379
	Iteration 12Q: 3 clusters Score -5258188 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -5258837.500000 Penalty: 5451.463379
	Iteration 13Q: 3 clusters Score -5258838 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5259500.500000 Penalty: 5451.463379
	Iteration 14Q: 3 clusters Score -5259500 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5260238.500000 Penalty: 5451.463379
	Iteration 15Q: 3 clusters Score -5260238 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -5261007.500000 Penalty: 5451.463379
	Iteration 16Q: 3 clusters Score -5261008 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5261901.000000 Penalty: 5451.463379
	Iteration 17Q: 3 clusters Score -5261901 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -5262953.000000 Penalty: 5451.463379
	Iteration 18Q: 3 clusters Score -5262953 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5264315.500000 Penalty: 5451.463379
	Iteration 19Q: 3 clusters Score -5264316 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -5265922.500000 Penalty: 5451.463379
	Iteration 20F: 3 clusters Score -5265922 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5267378.500000 Penalty: 5451.463379
	Iteration 21Q: 3 clusters Score -5267378 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -5268424.000000 Penalty: 5451.463379
	Iteration 22Q: 3 clusters Score -5268424 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -5269202.000000 Penalty: 5451.463379
	Iteration 23Q: 3 clusters Score -5269202 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -5269844.000000 Penalty: 5451.463379
	Iteration 24Q: 3 clusters Score -5269844 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -5270427.500000 Penalty: 5451.463379
	Iteration 25Q: 3 clusters Score -5270428 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -5270972.500000 Penalty: 5451.463379
	Iteration 26Q: 3 clusters Score -5270972 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -5271530.500000 Penalty: 5451.463379
	Iteration 27Q: 3 clusters Score -5271530 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -5272085.500000 Penalty: 5451.463379
	Iteration 28Q: 3 clusters Score -5272086 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -5272565.500000 Penalty: 5451.463379
	Iteration 29Q: 3 clusters Score -5272566 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5273015.500000 Penalty: 5451.463379
	Iteration 30Q: 3 clusters Score -5273016 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5273395.000000 Penalty: 5451.463379
	Iteration 31Q: 3 clusters Score -5273395 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -5273724.000000 Penalty: 5451.463379
	Iteration 32Q: 3 clusters Score -5273724 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5274001.000000 Penalty: 5451.463379
	Iteration 33Q: 3 clusters Score -5274001 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5274258.500000 Penalty: 5451.463379
	Iteration 34Q: 3 clusters Score -5274258 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5274469.000000 Penalty: 5451.463379
	Iteration 35Q: 3 clusters Score -5274469 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5274646.500000 Penalty: 5451.463379
	Iteration 36Q: 3 clusters Score -5274646 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5274766.000000 Penalty: 5451.463379
	Iteration 37Q: 3 clusters Score -5274766 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5274858.000000 Penalty: 5451.463379
	Iteration 38Q: 3 clusters Score -5274858 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5274932.000000 Penalty: 5451.463379
	Iteration 39Q: 3 clusters Score -5274932 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5275024.500000 Penalty: 5451.463379
	Iteration 40F: 3 clusters Score -5275024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5275110.000000 Penalty: 5451.463379
	Iteration 41Q: 3 clusters Score -5275110 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5275198.000000 Penalty: 5451.463379
	Iteration 42Q: 3 clusters Score -5275198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5275281.500000 Penalty: 5451.463379
	Iteration 43Q: 3 clusters Score -5275282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5275342.000000 Penalty: 5451.463379
	Iteration 44Q: 3 clusters Score -5275342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5275381.000000 Penalty: 5451.463379
	Iteration 45Q: 3 clusters Score -5275381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5275403.000000 Penalty: 5451.463379
	Iteration 46Q: 3 clusters Score -5275403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5275412.000000 Penalty: 5451.463379
	Iteration 47Q: 3 clusters Score -5275412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5275431.500000 Penalty: 5451.463379
	Iteration 48Q: 3 clusters Score -5275432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5275458.000000 Penalty: 5451.463379
	Iteration 49Q: 3 clusters Score -5275458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5275466.500000 Penalty: 5451.463379
	Iteration 50Q: 3 clusters Score -5275466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5275465.500000 Penalty: 5451.463379
	Iteration 51Q: 3 clusters Score -5275466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5275473.500000 Penalty: 5451.463379
	Iteration 52Q: 3 clusters Score -5275474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5275477.500000 Penalty: 5451.463379
	Iteration 53Q: 3 clusters Score -5275478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5275489.500000 Penalty: 5451.463379
	Iteration 54Q: 3 clusters Score -5275490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5275488.000000 Penalty: 5451.463379
	Iteration 55Q: 3 clusters Score -5275488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5275502.000000 Penalty: 5451.463379
	Iteration 56Q: 3 clusters Score -5275502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5275516.500000 Penalty: 5451.463379
	Iteration 57Q: 3 clusters Score -5275516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5275524.000000 Penalty: 5451.463379
	Iteration 58Q: 3 clusters Score -5275524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5275530.500000 Penalty: 5451.463379
	Iteration 59Q: 3 clusters Score -5275530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5275542.500000 Penalty: 5451.463379
	Iteration 60F: 3 clusters Score -5275542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5275543.000000 Penalty: 5451.463379
	Iteration 61Q: 3 clusters Score -5275543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5275543.000000 Penalty: 5451.463379
	Iteration 62Q: 3 clusters Score -5275543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5275545.500000 Penalty: 5451.463379
	Iteration 63Q: 3 clusters Score -5275546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5275550.500000 Penalty: 5451.463379
	Iteration 64Q: 3 clusters Score -5275550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5275555.000000 Penalty: 5451.463379
	Iteration 65Q: 3 clusters Score -5275555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5275557.000000 Penalty: 5451.463379
	Iteration 66Q: 3 clusters Score -5275557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5275563.500000 Penalty: 5451.463379
	Iteration 67Q: 3 clusters Score -5275564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5275558.500000 Penalty: 5451.463379
	Iteration 68Q: 3 clusters Score -5275558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5275563.000000 Penalty: 5451.463379
	Iteration 69Q: 3 clusters Score -5275563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5275565.500000 Penalty: 5451.463379
	Iteration 70Q: 3 clusters Score -5275566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5275568.500000 Penalty: 5451.463379
	Iteration 71Q: 3 clusters Score -5275568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5275568.500000 Penalty: 5451.463379
	Iteration 72Q: 3 clusters Score -5275568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5275568.500000 Penalty: 5451.463379
	Iteration 73F: 3 clusters Score -5275568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -444143.187500 Penalty: 2158.387207
	Iteration 0F: 2 clusters Score -444143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -438948.031250 Penalty: 4316.774414
	Iteration 0F: 3 clusters Score -438948 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -440454.156250 Penalty: 4316.774414
	Iteration 1F: 3 clusters Score -440454.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -440844.593750 Penalty: 4316.774414
	Iteration 2F: 3 clusters Score -440844.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -441210.812500 Penalty: 4316.774414
	Iteration 3F: 3 clusters Score -441210.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -441558.968750 Penalty: 4316.774414
	Iteration 4F: 3 clusters Score -441559 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -441889.812500 Penalty: 4316.774414
	Iteration 5F: 3 clusters Score -441889.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -442189.375000 Penalty: 4316.774414
	Iteration 6F: 3 clusters Score -442189.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -442394.562500 Penalty: 4316.774414
	Iteration 7Q: 3 clusters Score -442394.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -442546.343750 Penalty: 4316.774414
	Iteration 8Q: 3 clusters Score -442546.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -442661.718750 Penalty: 4316.774414
	Iteration 9Q: 3 clusters Score -442661.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -442741.343750 Penalty: 4316.774414
	Iteration 10Q: 3 clusters Score -442741.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -442790.968750 Penalty: 4316.774414
	Iteration 11Q: 3 clusters Score -442791 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -442826.281250 Penalty: 4316.774414
	Iteration 12Q: 3 clusters Score -442826.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -442850.937500 Penalty: 4316.774414
	Iteration 13Q: 3 clusters Score -442850.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -442868.625000 Penalty: 4316.774414
	Iteration 14Q: 3 clusters Score -442868.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -442877.593750 Penalty: 4316.774414
	Iteration 15Q: 3 clusters Score -442877.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -442886.343750 Penalty: 4316.774414
	Iteration 16Q: 3 clusters Score -442886.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -442897.937500 Penalty: 4316.774414
	Iteration 17Q: 3 clusters Score -442897.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -442909.406250 Penalty: 4316.774414
	Iteration 18Q: 3 clusters Score -442909.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -442918.312500 Penalty: 4316.774414
	Iteration 19Q: 3 clusters Score -442918.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -442925.406250 Penalty: 4316.774414
	Iteration 20F: 3 clusters Score -442925.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -442934.125000 Penalty: 4316.774414
	Iteration 21Q: 3 clusters Score -442934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -442946.812500 Penalty: 4316.774414
	Iteration 22Q: 3 clusters Score -442946.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -442957.875000 Penalty: 4316.774414
	Iteration 23Q: 3 clusters Score -442957.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -442968.562500 Penalty: 4316.774414
	Iteration 24Q: 3 clusters Score -442968.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -442976.531250 Penalty: 4316.774414
	Iteration 25Q: 3 clusters Score -442976.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -442984.625000 Penalty: 4316.774414
	Iteration 26Q: 3 clusters Score -442984.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -442991.156250 Penalty: 4316.774414
	Iteration 27Q: 3 clusters Score -442991.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -442999.500000 Penalty: 4316.774414
	Iteration 28Q: 3 clusters Score -442999.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -443007.218750 Penalty: 4316.774414
	Iteration 29Q: 3 clusters Score -443007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -443014.000000 Penalty: 4316.774414
	Iteration 30Q: 3 clusters Score -443014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -443018.843750 Penalty: 4316.774414
	Iteration 31Q: 3 clusters Score -443018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -443023.375000 Penalty: 4316.774414
	Iteration 32Q: 3 clusters Score -443023.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -443025.812500 Penalty: 4316.774414
	Iteration 33Q: 3 clusters Score -443025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -443029.468750 Penalty: 4316.774414
	Iteration 34Q: 3 clusters Score -443029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -443031.750000 Penalty: 4316.774414
	Iteration 35Q: 3 clusters Score -443031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -443034.812500 Penalty: 4316.774414
	Iteration 36Q: 3 clusters Score -443034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -443036.218750 Penalty: 4316.774414
	Iteration 37Q: 3 clusters Score -443036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -443036.562500 Penalty: 4316.774414
	Iteration 38Q: 3 clusters Score -443036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -443037.687500 Penalty: 4316.774414
	Iteration 39Q: 3 clusters Score -443037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -443037.656250 Penalty: 4316.774414
	Iteration 40F: 3 clusters Score -443037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -443037.625000 Penalty: 4316.774414
	Iteration 41Q: 3 clusters Score -443037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -443038.437500 Penalty: 4316.774414
	Iteration 42Q: 3 clusters Score -443038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -443038.437500 Penalty: 4316.774414
	Iteration 43F: 3 clusters Score -443038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Entering Unmasked Estep 
Score: -8919589.000000 Penalty: 2859.085938
	Iteration 0F: 2 clusters Score -8919589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -8851532.000000 Penalty: 5718.171875
	Iteration 0F: 3 clusters Score -8851532 nChanged 47997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -8879165.000000 Penalty: 5718.171875
	Iteration 1F: 3 clusters Score -8879165 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8879991.000000 Penalty: 5718.171875
	Iteration 2Q: 3 clusters Score -8879991 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -8881210.000000 Penalty: 5718.171875
	Iteration 3Q: 3 clusters Score -8881210 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8883214.000000 Penalty: 5718.171875
	Iteration 4Q: 3 clusters Score -8883214 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -8886799.000000 Penalty: 5718.171875
	Iteration 5F: 3 clusters Score -8886799 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -8892652.000000 Penalty: 5718.171875
	Iteration 6F: 3 clusters Score -8892652 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -8900539.000000 Penalty: 5718.171875
	Iteration 7F: 3 clusters Score -8900539 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -8908006.000000 Penalty: 5718.171875
	Iteration 8F: 3 clusters Score -8908006 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -8912886.000000 Penalty: 5718.171875
	Iteration 9F: 3 clusters Score -8912886 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8915315.000000 Penalty: 5718.171875
	Iteration 10Q: 3 clusters Score -8915315 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8916394.000000 Penalty: 5718.171875
	Iteration 11Q: 3 clusters Score -8916394 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8916794.000000 Penalty: 5718.171875
	Iteration 12Q: 3 clusters Score -8916794 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8916975.000000 Penalty: 5718.171875
	Iteration 13Q: 3 clusters Score -8916975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8917106.000000 Penalty: 5718.171875
	Iteration 14Q: 3 clusters Score -8917106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8917203.000000 Penalty: 5718.171875
	Iteration 15Q: 3 clusters Score -8917203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101036 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8917277.000000 Penalty: 5718.171875
	Iteration 16Q: 3 clusters Score -8917277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101053 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8917306.000000 Penalty: 5718.171875
	Iteration 17Q: 3 clusters Score -8917306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101061 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8917323.000000 Penalty: 5718.171875
	Iteration 18Q: 3 clusters Score -8917323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8917351.000000 Penalty: 5718.171875
	Iteration 19Q: 3 clusters Score -8917351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8917376.000000 Penalty: 5718.171875
	Iteration 20F: 3 clusters Score -8917376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101088 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8917369.000000 Penalty: 5718.171875
	Iteration 21Q: 3 clusters Score -8917369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8917394.000000 Penalty: 5718.171875
	Iteration 22Q: 3 clusters Score -8917394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8917409.000000 Penalty: 5718.171875
	Iteration 23Q: 3 clusters Score -8917409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8917406.000000 Penalty: 5718.171875
	Iteration 24Q: 3 clusters Score -8917406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8917420.000000 Penalty: 5718.171875
	Iteration 25Q: 3 clusters Score -8917420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8917432.000000 Penalty: 5718.171875
	Iteration 26Q: 3 clusters Score -8917432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8917433.000000 Penalty: 5718.171875
	Iteration 27Q: 3 clusters Score -8917433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8917445.000000 Penalty: 5718.171875
	Iteration 28Q: 3 clusters Score -8917445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8917463.000000 Penalty: 5718.171875
	Iteration 29Q: 3 clusters Score -8917463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8917457.000000 Penalty: 5718.171875
	Iteration 30Q: 3 clusters Score -8917457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8917467.000000 Penalty: 5718.171875
	Iteration 31Q: 3 clusters Score -8917467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8917467.000000 Penalty: 5718.171875
	Iteration 32Q: 3 clusters Score -8917467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8917472.000000 Penalty: 5718.171875
	Iteration 33Q: 3 clusters Score -8917472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8917486.000000 Penalty: 5718.171875
	Iteration 34Q: 3 clusters Score -8917486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8917477.000000 Penalty: 5718.171875
	Iteration 35Q: 3 clusters Score -8917477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8917490.000000 Penalty: 5718.171875
	Iteration 36Q: 3 clusters Score -8917490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8917493.000000 Penalty: 5718.171875
	Iteration 37Q: 3 clusters Score -8917493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8917498.000000 Penalty: 5718.171875
	Iteration 38Q: 3 clusters Score -8917498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8917508.000000 Penalty: 5718.171875
	Iteration 39Q: 3 clusters Score -8917508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8917509.000000 Penalty: 5718.171875
	Iteration 40F: 3 clusters Score -8917509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8917513.000000 Penalty: 5718.171875
	Iteration 41Q: 3 clusters Score -8917513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101096 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8917513.000000 Penalty: 5718.171875
	Iteration 42F: 3 clusters Score -8917513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Entering Unmasked Estep 
Score: -871595.000000 Penalty: 2291.976074
	Iteration 0F: 2 clusters Score -871595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -863706.312500 Penalty: 4583.952148
	Iteration 0F: 3 clusters Score -863706.3 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -866031.312500 Penalty: 4583.952148
	Iteration 1F: 3 clusters Score -866031.3 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -866407.125000 Penalty: 4583.952148
	Iteration 2F: 3 clusters Score -866407.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -866701.625000 Penalty: 4583.952148
	Iteration 3F: 3 clusters Score -866701.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -866951.000000 Penalty: 4583.952148
	Iteration 4Q: 3 clusters Score -866951 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -867218.687500 Penalty: 4583.952148
	Iteration 5Q: 3 clusters Score -867218.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -867469.750000 Penalty: 4583.952148
	Iteration 6Q: 3 clusters Score -867469.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -867719.750000 Penalty: 4583.952148
	Iteration 7Q: 3 clusters Score -867719.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -867975.875000 Penalty: 4583.952148
	Iteration 8Q: 3 clusters Score -867975.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -868232.687500 Penalty: 4583.952148
	Iteration 9Q: 3 clusters Score -868232.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -868471.125000 Penalty: 4583.952148
	Iteration 10Q: 3 clusters Score -868471.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -868696.437500 Penalty: 4583.952148
	Iteration 11Q: 3 clusters Score -868696.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -868890.312500 Penalty: 4583.952148
	Iteration 12Q: 3 clusters Score -868890.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -869072.187500 Penalty: 4583.952148
	Iteration 13Q: 3 clusters Score -869072.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -869198.562500 Penalty: 4583.952148
	Iteration 14Q: 3 clusters Score -869198.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -869303.750000 Penalty: 4583.952148
	Iteration 15Q: 3 clusters Score -869303.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -869394.375000 Penalty: 4583.952148
	Iteration 16Q: 3 clusters Score -869394.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -869462.125000 Penalty: 4583.952148
	Iteration 17Q: 3 clusters Score -869462.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -869518.125000 Penalty: 4583.952148
	Iteration 18Q: 3 clusters Score -869518.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -869570.250000 Penalty: 4583.952148
	Iteration 19Q: 3 clusters Score -869570.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -869602.000000 Penalty: 4583.952148
	Iteration 20F: 3 clusters Score -869602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -869627.312500 Penalty: 4583.952148
	Iteration 21Q: 3 clusters Score -869627.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -869640.375000 Penalty: 4583.952148
	Iteration 22Q: 3 clusters Score -869640.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -869654.312500 Penalty: 4583.952148
	Iteration 23Q: 3 clusters Score -869654.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -869668.750000 Penalty: 4583.952148
	Iteration 24Q: 3 clusters Score -869668.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -869682.250000 Penalty: 4583.952148
	Iteration 25Q: 3 clusters Score -869682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -869686.687500 Penalty: 4583.952148
	Iteration 26Q: 3 clusters Score -869686.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -869694.750000 Penalty: 4583.952148
	Iteration 27Q: 3 clusters Score -869694.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -869701.812500 Penalty: 4583.952148
	Iteration 28Q: 3 clusters Score -869701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -869704.125000 Penalty: 4583.952148
	Iteration 29Q: 3 clusters Score -869704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -869710.250000 Penalty: 4583.952148
	Iteration 30Q: 3 clusters Score -869710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -869712.375000 Penalty: 4583.952148
	Iteration 31Q: 3 clusters Score -869712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -869717.562500 Penalty: 4583.952148
	Iteration 32Q: 3 clusters Score -869717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -869717.437500 Penalty: 4583.952148
	Iteration 33Q: 3 clusters Score -869717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -869722.562500 Penalty: 4583.952148
	Iteration 34Q: 3 clusters Score -869722.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -869724.687500 Penalty: 4583.952148
	Iteration 35Q: 3 clusters Score -869724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -869725.312500 Penalty: 4583.952148
	Iteration 36Q: 3 clusters Score -869725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -869729.125000 Penalty: 4583.952148
	Iteration 37Q: 3 clusters Score -869729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -869732.500000 Penalty: 4583.952148
	Iteration 38Q: 3 clusters Score -869732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -869734.687500 Penalty: 4583.952148
	Iteration 39Q: 3 clusters Score -869734.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -869739.187500 Penalty: 4583.952148
	Iteration 40F: 3 clusters Score -869739.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -869745.500000 Penalty: 4583.952148
	Iteration 41Q: 3 clusters Score -869745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -869749.750000 Penalty: 4583.952148
	Iteration 42Q: 3 clusters Score -869749.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -869757.125000 Penalty: 4583.952148
	Iteration 43Q: 3 clusters Score -869757.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -869762.437500 Penalty: 4583.952148
	Iteration 44Q: 3 clusters Score -869762.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -869764.687500 Penalty: 4583.952148
	Iteration 45Q: 3 clusters Score -869764.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -869766.250000 Penalty: 4583.952148
	Iteration 46Q: 3 clusters Score -869766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -869770.250000 Penalty: 4583.952148
	Iteration 47Q: 3 clusters Score -869770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -869774.625000 Penalty: 4583.952148
	Iteration 48Q: 3 clusters Score -869774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -869774.187500 Penalty: 4583.952148
	Iteration 49Q: 3 clusters Score -869774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -869773.312500 Penalty: 4583.952148
	Iteration 50Q: 3 clusters Score -869773.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -869774.625000 Penalty: 4583.952148
	Iteration 51Q: 3 clusters Score -869774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -869774.625000 Penalty: 4583.952148
	Iteration 52F: 3 clusters Score -869774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Entering Unmasked Estep 
Score: -983774.187500 Penalty: 2332.848389
	Iteration 0F: 2 clusters Score -983774.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -974772.687500 Penalty: 4665.696777
	Iteration 0F: 3 clusters Score -974772.7 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -977693.062500 Penalty: 4665.696777
	Iteration 1F: 3 clusters Score -977693.1 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -978463.937500 Penalty: 4665.696777
	Iteration 2F: 3 clusters Score -978463.9 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -979370.437500 Penalty: 4665.696777
	Iteration 3F: 3 clusters Score -979370.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -980285.125000 Penalty: 4665.696777
	Iteration 4F: 3 clusters Score -980285.1 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -981021.437500 Penalty: 4665.696777
	Iteration 5F: 3 clusters Score -981021.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -981563.312500 Penalty: 4665.696777
	Iteration 6F: 3 clusters Score -981563.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -981908.125000 Penalty: 4665.696777
	Iteration 7Q: 3 clusters Score -981908.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -982109.312500 Penalty: 4665.696777
	Iteration 8Q: 3 clusters Score -982109.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -982227.375000 Penalty: 4665.696777
	Iteration 9Q: 3 clusters Score -982227.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -982295.250000 Penalty: 4665.696777
	Iteration 10Q: 3 clusters Score -982295.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -982344.250000 Penalty: 4665.696777
	Iteration 11Q: 3 clusters Score -982344.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -982376.812500 Penalty: 4665.696777
	Iteration 12Q: 3 clusters Score -982376.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -982397.750000 Penalty: 4665.696777
	Iteration 13Q: 3 clusters Score -982397.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -982414.687500 Penalty: 4665.696777
	Iteration 14Q: 3 clusters Score -982414.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -982430.562500 Penalty: 4665.696777
	Iteration 15Q: 3 clusters Score -982430.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -982446.125000 Penalty: 4665.696777
	Iteration 16Q: 3 clusters Score -982446.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -982458.062500 Penalty: 4665.696777
	Iteration 17Q: 3 clusters Score -982458.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -982468.375000 Penalty: 4665.696777
	Iteration 18Q: 3 clusters Score -982468.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -982484.062500 Penalty: 4665.696777
	Iteration 19Q: 3 clusters Score -982484.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -982495.000000 Penalty: 4665.696777
	Iteration 20F: 3 clusters Score -982495 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -982515.937500 Penalty: 4665.696777
	Iteration 21Q: 3 clusters Score -982515.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -982528.500000 Penalty: 4665.696777
	Iteration 22Q: 3 clusters Score -982528.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -982539.812500 Penalty: 4665.696777
	Iteration 23Q: 3 clusters Score -982539.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -982546.187500 Penalty: 4665.696777
	Iteration 24Q: 3 clusters Score -982546.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -982558.500000 Penalty: 4665.696777
	Iteration 25Q: 3 clusters Score -982558.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -982564.250000 Penalty: 4665.696777
	Iteration 26Q: 3 clusters Score -982564.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -982568.375000 Penalty: 4665.696777
	Iteration 27Q: 3 clusters Score -982568.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -982570.062500 Penalty: 4665.696777
	Iteration 28Q: 3 clusters Score -982570.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -982573.625000 Penalty: 4665.696777
	Iteration 29Q: 3 clusters Score -982573.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -982575.687500 Penalty: 4665.696777
	Iteration 30Q: 3 clusters Score -982575.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -982579.687500 Penalty: 4665.696777
	Iteration 31Q: 3 clusters Score -982579.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -982582.312500 Penalty: 4665.696777
	Iteration 32Q: 3 clusters Score -982582.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -982584.125000 Penalty: 4665.696777
	Iteration 33Q: 3 clusters Score -982584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -982584.187500 Penalty: 4665.696777
	Iteration 34Q: 3 clusters Score -982584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -982581.312500 Penalty: 4665.696777
	Iteration 35Q: 3 clusters Score -982581.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -982587.312500 Penalty: 4665.696777
	Iteration 36Q: 3 clusters Score -982587.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -982586.937500 Penalty: 4665.696777
	Iteration 37Q: 3 clusters Score -982586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -982592.875000 Penalty: 4665.696777
	Iteration 38Q: 3 clusters Score -982592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -982592.500000 Penalty: 4665.696777
	Iteration 39Q: 3 clusters Score -982592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -982595.375000 Penalty: 4665.696777
	Iteration 40F: 3 clusters Score -982595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -982595.812500 Penalty: 4665.696777
	Iteration 41Q: 3 clusters Score -982595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -982596.437500 Penalty: 4665.696777
	Iteration 42Q: 3 clusters Score -982596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -982595.625000 Penalty: 4665.696777
	Iteration 43Q: 3 clusters Score -982595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -982595.812500 Penalty: 4665.696777
	Iteration 44Q: 3 clusters Score -982595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -982595.812500 Penalty: 4665.696777
	Iteration 45F: 3 clusters Score -982595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Entering Unmasked Estep 
Score: -1321640.750000 Penalty: 2376.500244
	Iteration 0F: 2 clusters Score -1321641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1311160.750000 Penalty: 4753.000488
	Iteration 0F: 3 clusters Score -1311161 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1314335.500000 Penalty: 4753.000488
	Iteration 1F: 3 clusters Score -1314336 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1314617.125000 Penalty: 4753.000488
	Iteration 2F: 3 clusters Score -1314617 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1314816.000000 Penalty: 4753.000488
	Iteration 3Q: 3 clusters Score -1314816 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1314976.750000 Penalty: 4753.000488
	Iteration 4Q: 3 clusters Score -1314977 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1315129.125000 Penalty: 4753.000488
	Iteration 5Q: 3 clusters Score -1315129 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1315269.250000 Penalty: 4753.000488
	Iteration 6Q: 3 clusters Score -1315269 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1315458.125000 Penalty: 4753.000488
	Iteration 7Q: 3 clusters Score -1315458 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1315690.250000 Penalty: 4753.000488
	Iteration 8Q: 3 clusters Score -1315690 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1315980.250000 Penalty: 4753.000488
	Iteration 9Q: 3 clusters Score -1315980 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1316358.375000 Penalty: 4753.000488
	Iteration 10Q: 3 clusters Score -1316358 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1316874.000000 Penalty: 4753.000488
	Iteration 11F: 3 clusters Score -1316874 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1317475.750000 Penalty: 4753.000488
	Iteration 12F: 3 clusters Score -1317476 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1318098.500000 Penalty: 4753.000488
	Iteration 13Q: 3 clusters Score -1318098 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1318632.750000 Penalty: 4753.000488
	Iteration 14Q: 3 clusters Score -1318633 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1318980.250000 Penalty: 4753.000488
	Iteration 15Q: 3 clusters Score -1318980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1319172.500000 Penalty: 4753.000488
	Iteration 16Q: 3 clusters Score -1319172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1319277.375000 Penalty: 4753.000488
	Iteration 17Q: 3 clusters Score -1319277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1319351.625000 Penalty: 4753.000488
	Iteration 18Q: 3 clusters Score -1319352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1319395.625000 Penalty: 4753.000488
	Iteration 19Q: 3 clusters Score -1319396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1319424.000000 Penalty: 4753.000488
	Iteration 20F: 3 clusters Score -1319424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1319440.500000 Penalty: 4753.000488
	Iteration 21Q: 3 clusters Score -1319440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1319456.250000 Penalty: 4753.000488
	Iteration 22Q: 3 clusters Score -1319456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1319473.250000 Penalty: 4753.000488
	Iteration 23Q: 3 clusters Score -1319473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1319489.500000 Penalty: 4753.000488
	Iteration 24Q: 3 clusters Score -1319490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1319503.000000 Penalty: 4753.000488
	Iteration 25Q: 3 clusters Score -1319503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1319511.500000 Penalty: 4753.000488
	Iteration 26Q: 3 clusters Score -1319512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1319516.875000 Penalty: 4753.000488
	Iteration 27Q: 3 clusters Score -1319517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1319519.750000 Penalty: 4753.000488
	Iteration 28Q: 3 clusters Score -1319520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1319519.750000 Penalty: 4753.000488
	Iteration 29F: 3 clusters Score -1319520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -617894.750000 Penalty: 2208.482910
	Iteration 0F: 2 clusters Score -617894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -611972.062500 Penalty: 4416.965820
	Iteration 0F: 3 clusters Score -611972.1 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -613770.812500 Penalty: 4416.965820
	Iteration 1F: 3 clusters Score -613770.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -614171.500000 Penalty: 4416.965820
	Iteration 2F: 3 clusters Score -614171.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -614526.062500 Penalty: 4416.965820
	Iteration 3F: 3 clusters Score -614526.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -614793.500000 Penalty: 4416.965820
	Iteration 4F: 3 clusters Score -614793.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -615058.437500 Penalty: 4416.965820
	Iteration 5Q: 3 clusters Score -615058.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -615287.437500 Penalty: 4416.965820
	Iteration 6Q: 3 clusters Score -615287.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -615448.000000 Penalty: 4416.965820
	Iteration 7Q: 3 clusters Score -615448 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -615534.562500 Penalty: 4416.965820
	Iteration 8Q: 3 clusters Score -615534.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -615592.937500 Penalty: 4416.965820
	Iteration 9Q: 3 clusters Score -615592.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -615644.125000 Penalty: 4416.965820
	Iteration 10Q: 3 clusters Score -615644.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -615687.625000 Penalty: 4416.965820
	Iteration 11Q: 3 clusters Score -615687.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -615722.687500 Penalty: 4416.965820
	Iteration 12Q: 3 clusters Score -615722.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -615759.812500 Penalty: 4416.965820
	Iteration 13Q: 3 clusters Score -615759.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -615801.875000 Penalty: 4416.965820
	Iteration 14Q: 3 clusters Score -615801.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -615855.937500 Penalty: 4416.965820
	Iteration 15Q: 3 clusters Score -615855.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -615913.875000 Penalty: 4416.965820
	Iteration 16Q: 3 clusters Score -615913.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -615992.687500 Penalty: 4416.965820
	Iteration 17Q: 3 clusters Score -615992.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -616091.437500 Penalty: 4416.965820
	Iteration 18Q: 3 clusters Score -616091.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -616183.437500 Penalty: 4416.965820
	Iteration 19Q: 3 clusters Score -616183.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -616259.937500 Penalty: 4416.965820
	Iteration 20F: 3 clusters Score -616259.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -616304.312500 Penalty: 4416.965820
	Iteration 21Q: 3 clusters Score -616304.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -616343.750000 Penalty: 4416.965820
	Iteration 22Q: 3 clusters Score -616343.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -616370.875000 Penalty: 4416.965820
	Iteration 23Q: 3 clusters Score -616370.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -616398.625000 Penalty: 4416.965820
	Iteration 24Q: 3 clusters Score -616398.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -616413.875000 Penalty: 4416.965820
	Iteration 25Q: 3 clusters Score -616413.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -616424.062500 Penalty: 4416.965820
	Iteration 26Q: 3 clusters Score -616424.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -616432.875000 Penalty: 4416.965820
	Iteration 27Q: 3 clusters Score -616432.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -616440.562500 Penalty: 4416.965820
	Iteration 28Q: 3 clusters Score -616440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -616443.375000 Penalty: 4416.965820
	Iteration 29Q: 3 clusters Score -616443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -616444.937500 Penalty: 4416.965820
	Iteration 30Q: 3 clusters Score -616444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -616445.375000 Penalty: 4416.965820
	Iteration 31Q: 3 clusters Score -616445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -616446.312500 Penalty: 4416.965820
	Iteration 32Q: 3 clusters Score -616446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -616446.562500 Penalty: 4416.965820
	Iteration 33Q: 3 clusters Score -616446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -616449.375000 Penalty: 4416.965820
	Iteration 34Q: 3 clusters Score -616449.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -616450.187500 Penalty: 4416.965820
	Iteration 35Q: 3 clusters Score -616450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -616453.250000 Penalty: 4416.965820
	Iteration 36Q: 3 clusters Score -616453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -616456.312500 Penalty: 4416.965820
	Iteration 37Q: 3 clusters Score -616456.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -616459.437500 Penalty: 4416.965820
	Iteration 38Q: 3 clusters Score -616459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -616461.250000 Penalty: 4416.965820
	Iteration 39Q: 3 clusters Score -616461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -616463.187500 Penalty: 4416.965820
	Iteration 40F: 3 clusters Score -616463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -616463.625000 Penalty: 4416.965820
	Iteration 41Q: 3 clusters Score -616463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -616464.750000 Penalty: 4416.965820
	Iteration 42Q: 3 clusters Score -616464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -616465.125000 Penalty: 4416.965820
	Iteration 43Q: 3 clusters Score -616465.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -616465.125000 Penalty: 4416.965820
	Iteration 44F: 3 clusters Score -616465.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (413657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413657 members 
Entering Unmasked Estep 
Score: -36545384.000000 Penalty: 3207.332520
	Iteration 0F: 2 clusters Score -3.654538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206521 members 
Mstep: Class 2 contains 207136 members 
Entering Unmasked Estep 
Score: -36265876.000000 Penalty: 6414.665039
	Iteration 0F: 3 clusters Score -3.626588e+07 nChanged 201304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198841 members 
Mstep: Class 2 contains 214816 members 
Entering Unmasked Estep 
Score: -36387160.000000 Penalty: 6414.665039
	Iteration 1F: 3 clusters Score -3.638716e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193645 members 
Mstep: Class 2 contains 220012 members 
Entering Unmasked Estep 
Score: -36388868.000000 Penalty: 6414.665039
	Iteration 2Q: 3 clusters Score -3.638887e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185422 members 
Mstep: Class 2 contains 228235 members 
Entering Unmasked Estep 
Score: -36391956.000000 Penalty: 6414.665039
	Iteration 3Q: 3 clusters Score -3.639196e+07 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 241144 members 
Entering Unmasked Estep 
Score: -36398180.000000 Penalty: 6414.665039
	Iteration 4Q: 3 clusters Score -3.639818e+07 nChanged 22137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 260703 members 
Entering Unmasked Estep 
Score: -36409884.000000 Penalty: 6414.665039
	Iteration 5F: 3 clusters Score -3.640988e+07 nChanged 29515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125257 members 
Mstep: Class 2 contains 288400 members 
Entering Unmasked Estep 
Score: -36430212.000000 Penalty: 6414.665039
	Iteration 6F: 3 clusters Score -3.643021e+07 nChanged 35484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 322804 members 
Entering Unmasked Estep 
Score: -36459956.000000 Penalty: 6414.665039
	Iteration 7F: 3 clusters Score -3.645996e+07 nChanged 35340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 357592 members 
Entering Unmasked Estep 
Score: -36492492.000000 Penalty: 6414.665039
	Iteration 8F: 3 clusters Score -3.649249e+07 nChanged 27033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 384483 members 
Entering Unmasked Estep 
Score: -36518300.000000 Penalty: 6414.665039
	Iteration 9F: 3 clusters Score -3.65183e+07 nChanged 15718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 400179 members 
Entering Unmasked Estep 
Score: -36532040.000000 Penalty: 6414.665039
	Iteration 10Q: 3 clusters Score -3.653204e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 407566 members 
Entering Unmasked Estep 
Score: -36538300.000000 Penalty: 6414.665039
	Iteration 11Q: 3 clusters Score -3.65383e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 410654 members 
Entering Unmasked Estep 
Score: -36540848.000000 Penalty: 6414.665039
	Iteration 12Q: 3 clusters Score -3.654085e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 411873 members 
Entering Unmasked Estep 
Score: -36541852.000000 Penalty: 6414.665039
	Iteration 13Q: 3 clusters Score -3.654185e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 412342 members 
Entering Unmasked Estep 
Score: -36542296.000000 Penalty: 6414.665039
	Iteration 14Q: 3 clusters Score -3.65423e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 412549 members 
Entering Unmasked Estep 
Score: -36542520.000000 Penalty: 6414.665039
	Iteration 15Q: 3 clusters Score -3.654252e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 412672 members 
Entering Unmasked Estep 
Score: -36542652.000000 Penalty: 6414.665039
	Iteration 16Q: 3 clusters Score -3.654265e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 412745 members 
Entering Unmasked Estep 
Score: -36542688.000000 Penalty: 6414.665039
	Iteration 17Q: 3 clusters Score -3.654269e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 412780 members 
Entering Unmasked Estep 
Score: -36542724.000000 Penalty: 6414.665039
	Iteration 18Q: 3 clusters Score -3.654272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 412796 members 
Entering Unmasked Estep 
Score: -36542784.000000 Penalty: 6414.665039
	Iteration 19Q: 3 clusters Score -3.654278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 412818 members 
Entering Unmasked Estep 
Score: -36542784.000000 Penalty: 6414.665039
	Iteration 20F: 3 clusters Score -3.654278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 412835 members 
Entering Unmasked Estep 
Score: -36542832.000000 Penalty: 6414.665039
	Iteration 21Q: 3 clusters Score -3.654283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 412843 members 
Entering Unmasked Estep 
Score: -36542812.000000 Penalty: 6414.665039
	Iteration 22Q: 3 clusters Score -3.654281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 412849 members 
Entering Unmasked Estep 
Score: -36542804.000000 Penalty: 6414.665039
	Iteration 23Q: 3 clusters Score -3.65428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 412856 members 
Entering Unmasked Estep 
Score: -36542784.000000 Penalty: 6414.665039
	Iteration 24Q: 3 clusters Score -3.654278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 412863 members 
Entering Unmasked Estep 
Score: -36542784.000000 Penalty: 6414.665039
	Iteration 25Q: 3 clusters Score -3.654278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 412869 members 
Entering Unmasked Estep 
Score: -36542796.000000 Penalty: 6414.665039
	Iteration 26Q: 3 clusters Score -3.65428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 412872 members 
Entering Unmasked Estep 
Score: -36542800.000000 Penalty: 6414.665039
	Iteration 27Q: 3 clusters Score -3.65428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 412872 members 
Entering Unmasked Estep 
Score: -36542808.000000 Penalty: 6414.665039
	Iteration 28Q: 3 clusters Score -3.654281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 412875 members 
Entering Unmasked Estep 
Score: -36542812.000000 Penalty: 6414.665039
	Iteration 29Q: 3 clusters Score -3.654281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 412874 members 
Entering Unmasked Estep 
Score: -36542808.000000 Penalty: 6414.665039
	Iteration 30Q: 3 clusters Score -3.654281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 412875 members 
Entering Unmasked Estep 
Score: -36542804.000000 Penalty: 6414.665039
	Iteration 31Q: 3 clusters Score -3.65428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 412878 members 
Entering Unmasked Estep 
Score: -36542832.000000 Penalty: 6414.665039
	Iteration 32Q: 3 clusters Score -3.654283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 412879 members 
Entering Unmasked Estep 
Score: -36542848.000000 Penalty: 6414.665039
	Iteration 33Q: 3 clusters Score -3.654285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 412882 members 
Entering Unmasked Estep 
Score: -36542872.000000 Penalty: 6414.665039
	Iteration 34Q: 3 clusters Score -3.654287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 412887 members 
Entering Unmasked Estep 
Score: -36542876.000000 Penalty: 6414.665039
	Iteration 35Q: 3 clusters Score -3.654288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 412887 members 
Entering Unmasked Estep 
Score: -36542872.000000 Penalty: 6414.665039
	Iteration 36Q: 3 clusters Score -3.654287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 412889 members 
Entering Unmasked Estep 
Score: -36542880.000000 Penalty: 6414.665039
	Iteration 37Q: 3 clusters Score -3.654288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 412892 members 
Entering Unmasked Estep 
Score: -36542848.000000 Penalty: 6414.665039
	Iteration 38Q: 3 clusters Score -3.654285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 412895 members 
Entering Unmasked Estep 
Score: -36542816.000000 Penalty: 6414.665039
	Iteration 39Q: 3 clusters Score -3.654282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 412897 members 
Entering Unmasked Estep 
Score: -36542824.000000 Penalty: 6414.665039
	Iteration 40F: 3 clusters Score -3.654282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 412902 members 
Entering Unmasked Estep 
Score: -36542856.000000 Penalty: 6414.665039
	Iteration 41Q: 3 clusters Score -3.654286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 412906 members 
Entering Unmasked Estep 
Score: -36542880.000000 Penalty: 6414.665039
	Iteration 42Q: 3 clusters Score -3.654288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 412907 members 
Entering Unmasked Estep 
Score: -36542884.000000 Penalty: 6414.665039
	Iteration 43Q: 3 clusters Score -3.654288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 412909 members 
Entering Unmasked Estep 
Score: -36542880.000000 Penalty: 6414.665039
	Iteration 44Q: 3 clusters Score -3.654288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 412917 members 
Entering Unmasked Estep 
Score: -36542916.000000 Penalty: 6414.665039
	Iteration 45Q: 3 clusters Score -3.654292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 412920 members 
Entering Unmasked Estep 
Score: -36542912.000000 Penalty: 6414.665039
	Iteration 46Q: 3 clusters Score -3.654291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 412924 members 
Entering Unmasked Estep 
Score: -36542892.000000 Penalty: 6414.665039
	Iteration 47Q: 3 clusters Score -3.654289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 412929 members 
Entering Unmasked Estep 
Score: -36542904.000000 Penalty: 6414.665039
	Iteration 48Q: 3 clusters Score -3.65429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 412930 members 
Entering Unmasked Estep 
Score: -36542904.000000 Penalty: 6414.665039
	Iteration 49Q: 3 clusters Score -3.65429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 412930 members 
Entering Unmasked Estep 
Score: -36542884.000000 Penalty: 6414.665039
	Iteration 50Q: 3 clusters Score -3.654288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 412926 members 
Entering Unmasked Estep 
Score: -36542896.000000 Penalty: 6414.665039
	Iteration 51Q: 3 clusters Score -3.65429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 412924 members 
Entering Unmasked Estep 
Score: -36542872.000000 Penalty: 6414.665039
	Iteration 52Q: 3 clusters Score -3.654287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 412925 members 
Entering Unmasked Estep 
Score: -36542880.000000 Penalty: 6414.665039
	Iteration 53Q: 3 clusters Score -3.654288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 412926 members 
Entering Unmasked Estep 
Score: -36542872.000000 Penalty: 6414.665039
	Iteration 54Q: 3 clusters Score -3.654287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 412924 members 
Entering Unmasked Estep 
Score: -36542880.000000 Penalty: 6414.665039
	Iteration 55Q: 3 clusters Score -3.654288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 412923 members 
Entering Unmasked Estep 
Score: -36542880.000000 Penalty: 6414.665039
	Iteration 56Q: 3 clusters Score -3.654288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 412922 members 
Entering Unmasked Estep 
Score: -36542888.000000 Penalty: 6414.665039
	Iteration 57Q: 3 clusters Score -3.654289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 412923 members 
Entering Unmasked Estep 
Score: -36542892.000000 Penalty: 6414.665039
	Iteration 58Q: 3 clusters Score -3.654289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 412924 members 
Entering Unmasked Estep 
Score: -36542868.000000 Penalty: 6414.665039
	Iteration 59Q: 3 clusters Score -3.654287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 412923 members 
Entering Unmasked Estep 
Score: -36542872.000000 Penalty: 6414.665039
	Iteration 60F: 3 clusters Score -3.654287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 412925 members 
Entering Unmasked Estep 
Score: -36542856.000000 Penalty: 6414.665039
	Iteration 61Q: 3 clusters Score -3.654286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 412926 members 
Entering Unmasked Estep 
Score: -36542840.000000 Penalty: 6414.665039
	Iteration 62Q: 3 clusters Score -3.654284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 412927 members 
Entering Unmasked Estep 
Score: -36542860.000000 Penalty: 6414.665039
	Iteration 63Q: 3 clusters Score -3.654286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 412927 members 
Entering Unmasked Estep 
Score: -36542860.000000 Penalty: 6414.665039
	Iteration 64F: 3 clusters Score -3.654286e+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: -728144.500000 Penalty: 2242.513916
	Iteration 0F: 2 clusters Score -728144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -721513.562500 Penalty: 4485.027832
	Iteration 0F: 3 clusters Score -721513.6 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -723287.125000 Penalty: 4485.027832
	Iteration 1F: 3 clusters Score -723287.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -723557.562500 Penalty: 4485.027832
	Iteration 2F: 3 clusters Score -723557.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -723788.625000 Penalty: 4485.027832
	Iteration 3F: 3 clusters Score -723788.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -724022.312500 Penalty: 4485.027832
	Iteration 4Q: 3 clusters Score -724022.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -724289.375000 Penalty: 4485.027832
	Iteration 5Q: 3 clusters Score -724289.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -724609.937500 Penalty: 4485.027832
	Iteration 6F: 3 clusters Score -724609.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -724930.375000 Penalty: 4485.027832
	Iteration 7F: 3 clusters Score -724930.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -725221.937500 Penalty: 4485.027832
	Iteration 8F: 3 clusters Score -725221.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -725448.625000 Penalty: 4485.027832
	Iteration 9Q: 3 clusters Score -725448.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -725633.562500 Penalty: 4485.027832
	Iteration 10Q: 3 clusters Score -725633.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -725771.125000 Penalty: 4485.027832
	Iteration 11Q: 3 clusters Score -725771.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -725869.500000 Penalty: 4485.027832
	Iteration 12Q: 3 clusters Score -725869.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -725944.875000 Penalty: 4485.027832
	Iteration 13Q: 3 clusters Score -725944.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -726003.562500 Penalty: 4485.027832
	Iteration 14Q: 3 clusters Score -726003.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -726043.937500 Penalty: 4485.027832
	Iteration 15Q: 3 clusters Score -726043.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -726070.625000 Penalty: 4485.027832
	Iteration 16Q: 3 clusters Score -726070.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -726092.125000 Penalty: 4485.027832
	Iteration 17Q: 3 clusters Score -726092.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -726116.875000 Penalty: 4485.027832
	Iteration 18Q: 3 clusters Score -726116.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -726137.812500 Penalty: 4485.027832
	Iteration 19Q: 3 clusters Score -726137.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -726151.062500 Penalty: 4485.027832
	Iteration 20F: 3 clusters Score -726151.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -726166.000000 Penalty: 4485.027832
	Iteration 21Q: 3 clusters Score -726166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -726179.000000 Penalty: 4485.027832
	Iteration 22Q: 3 clusters Score -726179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -726194.500000 Penalty: 4485.027832
	Iteration 23Q: 3 clusters Score -726194.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -726203.812500 Penalty: 4485.027832
	Iteration 24Q: 3 clusters Score -726203.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -726207.625000 Penalty: 4485.027832
	Iteration 25Q: 3 clusters Score -726207.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -726215.750000 Penalty: 4485.027832
	Iteration 26Q: 3 clusters Score -726215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -726222.312500 Penalty: 4485.027832
	Iteration 27Q: 3 clusters Score -726222.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -726227.375000 Penalty: 4485.027832
	Iteration 28Q: 3 clusters Score -726227.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -726235.750000 Penalty: 4485.027832
	Iteration 29Q: 3 clusters Score -726235.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -726241.000000 Penalty: 4485.027832
	Iteration 30Q: 3 clusters Score -726241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -726247.500000 Penalty: 4485.027832
	Iteration 31Q: 3 clusters Score -726247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -726257.875000 Penalty: 4485.027832
	Iteration 32Q: 3 clusters Score -726257.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -726271.875000 Penalty: 4485.027832
	Iteration 33Q: 3 clusters Score -726271.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -726286.812500 Penalty: 4485.027832
	Iteration 34Q: 3 clusters Score -726286.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -726296.875000 Penalty: 4485.027832
	Iteration 35Q: 3 clusters Score -726296.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -726306.750000 Penalty: 4485.027832
	Iteration 36Q: 3 clusters Score -726306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -726309.812500 Penalty: 4485.027832
	Iteration 37Q: 3 clusters Score -726309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -726316.437500 Penalty: 4485.027832
	Iteration 38Q: 3 clusters Score -726316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -726320.500000 Penalty: 4485.027832
	Iteration 39Q: 3 clusters Score -726320.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -726327.000000 Penalty: 4485.027832
	Iteration 40F: 3 clusters Score -726327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -726331.312500 Penalty: 4485.027832
	Iteration 41Q: 3 clusters Score -726331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -726332.250000 Penalty: 4485.027832
	Iteration 42Q: 3 clusters Score -726332.2 nChanged 9
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: -726335.062500 Penalty: 4485.027832
	Iteration 43Q: 3 clusters Score -726335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -726338.500000 Penalty: 4485.027832
	Iteration 44Q: 3 clusters Score -726338.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -726337.937500 Penalty: 4485.027832
	Iteration 45Q: 3 clusters Score -726337.9 nChanged 5
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: -726338.937500 Penalty: 4485.027832
	Iteration 46Q: 3 clusters Score -726338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -726341.812500 Penalty: 4485.027832
	Iteration 47Q: 3 clusters Score -726341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -726340.750000 Penalty: 4485.027832
	Iteration 48Q: 3 clusters Score -726340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -726340.375000 Penalty: 4485.027832
	Iteration 49Q: 3 clusters Score -726340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -726342.750000 Penalty: 4485.027832
	Iteration 50Q: 3 clusters Score -726342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -726344.312500 Penalty: 4485.027832
	Iteration 51Q: 3 clusters Score -726344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -726343.812500 Penalty: 4485.027832
	Iteration 52Q: 3 clusters Score -726343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -726342.812500 Penalty: 4485.027832
	Iteration 53Q: 3 clusters Score -726342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -726342.812500 Penalty: 4485.027832
	Iteration 54F: 3 clusters Score -726342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -718228.937500 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -718228.9 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 4250 members 
Entering Unmasked Estep 
Score: -711517.437500 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -711517.4 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -713427.875000 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -713427.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -713777.687500 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -713777.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -714078.687500 Penalty: 4480.252441
	Iteration 3F: 3 clusters Score -714078.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -714336.562500 Penalty: 4480.252441
	Iteration 4F: 3 clusters Score -714336.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -714563.875000 Penalty: 4480.252441
	Iteration 5Q: 3 clusters Score -714563.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -714745.875000 Penalty: 4480.252441
	Iteration 6Q: 3 clusters Score -714745.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -714911.000000 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -714911 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -715088.437500 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -715088.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -715254.812500 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -715254.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -715419.187500 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -715419.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -715566.750000 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -715566.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -715704.937500 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -715704.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -715834.625000 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -715834.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -715958.437500 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -715958.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -716039.625000 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -716039.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -716090.875000 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -716090.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -716146.562500 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -716146.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -716199.562500 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -716199.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -716231.312500 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -716231.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -716269.000000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -716269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -716297.000000 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -716297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -716326.750000 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -716326.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -716350.187500 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -716350.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -716363.125000 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -716363.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -716375.125000 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -716375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -716381.250000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -716381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -716387.750000 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -716387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -716393.000000 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -716393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -716395.812500 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -716395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -716403.125000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -716403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -716408.250000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -716408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -716410.937500 Penalty: 4480.252441
	Iteration 32Q: 3 clusters Score -716410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -716413.750000 Penalty: 4480.252441
	Iteration 33Q: 3 clusters Score -716413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -716416.687500 Penalty: 4480.252441
	Iteration 34Q: 3 clusters Score -716416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -716417.312500 Penalty: 4480.252441
	Iteration 35Q: 3 clusters Score -716417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -716418.812500 Penalty: 4480.252441
	Iteration 36Q: 3 clusters Score -716418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -716420.500000 Penalty: 4480.252441
	Iteration 37Q: 3 clusters Score -716420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -716423.312500 Penalty: 4480.252441
	Iteration 38Q: 3 clusters Score -716423.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -716423.687500 Penalty: 4480.252441
	Iteration 39Q: 3 clusters Score -716423.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -716423.687500 Penalty: 4480.252441
	Iteration 40F: 3 clusters Score -716423.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Entering Unmasked Estep 
Score: -1706779.375000 Penalty: 2446.199219
	Iteration 0F: 2 clusters Score -1706779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1693102.125000 Penalty: 4892.398438
	Iteration 0F: 3 clusters Score -1693102 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1697568.500000 Penalty: 4892.398438
	Iteration 1F: 3 clusters Score -1697568 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1697941.125000 Penalty: 4892.398438
	Iteration 2F: 3 clusters Score -1697941 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1698211.625000 Penalty: 4892.398438
	Iteration 3Q: 3 clusters Score -1698212 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1698468.125000 Penalty: 4892.398438
	Iteration 4Q: 3 clusters Score -1698468 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1698718.125000 Penalty: 4892.398438
	Iteration 5Q: 3 clusters Score -1698718 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1699011.750000 Penalty: 4892.398438
	Iteration 6Q: 3 clusters Score -1699012 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1699454.500000 Penalty: 4892.398438
	Iteration 7Q: 3 clusters Score -1699454 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1700100.875000 Penalty: 4892.398438
	Iteration 8F: 3 clusters Score -1700101 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1700922.125000 Penalty: 4892.398438
	Iteration 9F: 3 clusters Score -1700922 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1701863.625000 Penalty: 4892.398438
	Iteration 10F: 3 clusters Score -1701864 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1702796.750000 Penalty: 4892.398438
	Iteration 11F: 3 clusters Score -1702797 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1703507.250000 Penalty: 4892.398438
	Iteration 12Q: 3 clusters Score -1703507 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1703994.625000 Penalty: 4892.398438
	Iteration 13Q: 3 clusters Score -1703995 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1704255.125000 Penalty: 4892.398438
	Iteration 14Q: 3 clusters Score -1704255 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1704398.250000 Penalty: 4892.398438
	Iteration 15Q: 3 clusters Score -1704398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1704501.500000 Penalty: 4892.398438
	Iteration 16Q: 3 clusters Score -1704502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1704565.500000 Penalty: 4892.398438
	Iteration 17Q: 3 clusters Score -1704566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1704611.375000 Penalty: 4892.398438
	Iteration 18Q: 3 clusters Score -1704611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -1704637.875000 Penalty: 4892.398438
	Iteration 19Q: 3 clusters Score -1704638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1704659.125000 Penalty: 4892.398438
	Iteration 20F: 3 clusters Score -1704659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1704668.500000 Penalty: 4892.398438
	Iteration 21Q: 3 clusters Score -1704668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -1704681.500000 Penalty: 4892.398438
	Iteration 22Q: 3 clusters Score -1704682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1704689.625000 Penalty: 4892.398438
	Iteration 23Q: 3 clusters Score -1704690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1704690.875000 Penalty: 4892.398438
	Iteration 24Q: 3 clusters Score -1704691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1704694.875000 Penalty: 4892.398438
	Iteration 25Q: 3 clusters Score -1704695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1704697.375000 Penalty: 4892.398438
	Iteration 26Q: 3 clusters Score -1704697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1704698.375000 Penalty: 4892.398438
	Iteration 27Q: 3 clusters Score -1704698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1704698.375000 Penalty: 4892.398438
	Iteration 28F: 3 clusters Score -1704698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Entering Unmasked Estep 
Score: -352179.562500 Penalty: 2077.954834
	Iteration 0F: 2 clusters Score -352179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -348102.125000 Penalty: 4155.909668
	Iteration 0F: 3 clusters Score -348102.1 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -349106.093750 Penalty: 4155.909668
	Iteration 1F: 3 clusters Score -349106.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -349392.062500 Penalty: 4155.909668
	Iteration 2F: 3 clusters Score -349392.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -349672.281250 Penalty: 4155.909668
	Iteration 3F: 3 clusters Score -349672.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -349958.843750 Penalty: 4155.909668
	Iteration 4F: 3 clusters Score -349958.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -350267.218750 Penalty: 4155.909668
	Iteration 5F: 3 clusters Score -350267.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -350654.781250 Penalty: 4155.909668
	Iteration 6F: 3 clusters Score -350654.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -351042.187500 Penalty: 4155.909668
	Iteration 7F: 3 clusters Score -351042.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -351323.281250 Penalty: 4155.909668
	Iteration 8Q: 3 clusters Score -351323.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -351490.562500 Penalty: 4155.909668
	Iteration 9Q: 3 clusters Score -351490.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -351599.937500 Penalty: 4155.909668
	Iteration 10Q: 3 clusters Score -351599.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -351659.437500 Penalty: 4155.909668
	Iteration 11Q: 3 clusters Score -351659.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -351702.125000 Penalty: 4155.909668
	Iteration 12Q: 3 clusters Score -351702.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -351728.062500 Penalty: 4155.909668
	Iteration 13Q: 3 clusters Score -351728.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -351742.062500 Penalty: 4155.909668
	Iteration 14Q: 3 clusters Score -351742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -351746.843750 Penalty: 4155.909668
	Iteration 15Q: 3 clusters Score -351746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -351751.218750 Penalty: 4155.909668
	Iteration 16Q: 3 clusters Score -351751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -351753.343750 Penalty: 4155.909668
	Iteration 17Q: 3 clusters Score -351753.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -351755.562500 Penalty: 4155.909668
	Iteration 18Q: 3 clusters Score -351755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -351757.468750 Penalty: 4155.909668
	Iteration 19Q: 3 clusters Score -351757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -351759.562500 Penalty: 4155.909668
	Iteration 20F: 3 clusters Score -351759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -351761.031250 Penalty: 4155.909668
	Iteration 21Q: 3 clusters Score -351761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -351761.406250 Penalty: 4155.909668
	Iteration 22Q: 3 clusters Score -351761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -351762.062500 Penalty: 4155.909668
	Iteration 23Q: 3 clusters Score -351762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -351763.718750 Penalty: 4155.909668
	Iteration 24Q: 3 clusters Score -351763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -351764.656250 Penalty: 4155.909668
	Iteration 25Q: 3 clusters Score -351764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351767.000000 Penalty: 4155.909668
	Iteration 26Q: 3 clusters Score -351767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -351768.593750 Penalty: 4155.909668
	Iteration 27Q: 3 clusters Score -351768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -351769.500000 Penalty: 4155.909668
	Iteration 28Q: 3 clusters Score -351769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -351769.562500 Penalty: 4155.909668
	Iteration 29Q: 3 clusters Score -351769.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -351769.562500 Penalty: 4155.909668
	Iteration 30F: 3 clusters Score -351769.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -371209.250000 Penalty: 2093.999512
	Iteration 0F: 2 clusters Score -371209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -366925.031250 Penalty: 4187.999023
	Iteration 0F: 3 clusters Score -366925 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -368026.312500 Penalty: 4187.999023
	Iteration 1F: 3 clusters Score -368026.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -368339.906250 Penalty: 4187.999023
	Iteration 2F: 3 clusters Score -368339.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -368567.000000 Penalty: 4187.999023
	Iteration 3F: 3 clusters Score -368567 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -368742.312500 Penalty: 4187.999023
	Iteration 4Q: 3 clusters Score -368742.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -368901.625000 Penalty: 4187.999023
	Iteration 5Q: 3 clusters Score -368901.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -369048.593750 Penalty: 4187.999023
	Iteration 6Q: 3 clusters Score -369048.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -369238.000000 Penalty: 4187.999023
	Iteration 7Q: 3 clusters Score -369238 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -369482.562500 Penalty: 4187.999023
	Iteration 8Q: 3 clusters Score -369482.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -369773.000000 Penalty: 4187.999023
	Iteration 9Q: 3 clusters Score -369773 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -370112.281250 Penalty: 4187.999023
	Iteration 10Q: 3 clusters Score -370112.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -370327.031250 Penalty: 4187.999023
	Iteration 11Q: 3 clusters Score -370327 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -370435.937500 Penalty: 4187.999023
	Iteration 12Q: 3 clusters Score -370435.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -370498.718750 Penalty: 4187.999023
	Iteration 13Q: 3 clusters Score -370498.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -370530.968750 Penalty: 4187.999023
	Iteration 14Q: 3 clusters Score -370531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -370544.031250 Penalty: 4187.999023
	Iteration 15Q: 3 clusters Score -370544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -370552.156250 Penalty: 4187.999023
	Iteration 16Q: 3 clusters Score -370552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -370557.062500 Penalty: 4187.999023
	Iteration 17Q: 3 clusters Score -370557.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -370560.375000 Penalty: 4187.999023
	Iteration 18Q: 3 clusters Score -370560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -370563.375000 Penalty: 4187.999023
	Iteration 19Q: 3 clusters Score -370563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -370563.375000 Penalty: 4187.999023
	Iteration 20F: 3 clusters Score -370563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -370564.437500 Penalty: 4187.999023
	Iteration 21Q: 3 clusters Score -370564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -370563.937500 Penalty: 4187.999023
	Iteration 22Q: 3 clusters Score -370563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -370564.125000 Penalty: 4187.999023
	Iteration 23Q: 3 clusters Score -370564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -370564.625000 Penalty: 4187.999023
	Iteration 24Q: 3 clusters Score -370564.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -370564.625000 Penalty: 4187.999023
	Iteration 25F: 3 clusters Score -370564.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -925497.625000 Penalty: 2305.331787
	Iteration 0F: 2 clusters Score -925497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -917242.812500 Penalty: 4610.663574
	Iteration 0F: 3 clusters Score -917242.8 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -919802.250000 Penalty: 4610.663574
	Iteration 1F: 3 clusters Score -919802.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -920193.125000 Penalty: 4610.663574
	Iteration 2F: 3 clusters Score -920193.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -920487.437500 Penalty: 4610.663574
	Iteration 3F: 3 clusters Score -920487.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -920716.750000 Penalty: 4610.663574
	Iteration 4Q: 3 clusters Score -920716.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -920926.625000 Penalty: 4610.663574
	Iteration 5Q: 3 clusters Score -920926.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -921114.562500 Penalty: 4610.663574
	Iteration 6Q: 3 clusters Score -921114.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -921293.562500 Penalty: 4610.663574
	Iteration 7Q: 3 clusters Score -921293.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -921470.250000 Penalty: 4610.663574
	Iteration 8Q: 3 clusters Score -921470.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -921664.125000 Penalty: 4610.663574
	Iteration 9Q: 3 clusters Score -921664.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -921859.625000 Penalty: 4610.663574
	Iteration 10Q: 3 clusters Score -921859.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -922041.375000 Penalty: 4610.663574
	Iteration 11Q: 3 clusters Score -922041.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -922226.937500 Penalty: 4610.663574
	Iteration 12Q: 3 clusters Score -922226.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -922411.937500 Penalty: 4610.663574
	Iteration 13Q: 3 clusters Score -922411.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -922603.625000 Penalty: 4610.663574
	Iteration 14Q: 3 clusters Score -922603.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -922786.812500 Penalty: 4610.663574
	Iteration 15Q: 3 clusters Score -922786.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -922935.062500 Penalty: 4610.663574
	Iteration 16Q: 3 clusters Score -922935.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -923048.375000 Penalty: 4610.663574
	Iteration 17Q: 3 clusters Score -923048.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -923132.187500 Penalty: 4610.663574
	Iteration 18Q: 3 clusters Score -923132.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -923188.500000 Penalty: 4610.663574
	Iteration 19Q: 3 clusters Score -923188.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -923230.687500 Penalty: 4610.663574
	Iteration 20F: 3 clusters Score -923230.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -923271.562500 Penalty: 4610.663574
	Iteration 21Q: 3 clusters Score -923271.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -923316.687500 Penalty: 4610.663574
	Iteration 22Q: 3 clusters Score -923316.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -923355.562500 Penalty: 4610.663574
	Iteration 23Q: 3 clusters Score -923355.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -923403.625000 Penalty: 4610.663574
	Iteration 24Q: 3 clusters Score -923403.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -923450.687500 Penalty: 4610.663574
	Iteration 25Q: 3 clusters Score -923450.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -923500.812500 Penalty: 4610.663574
	Iteration 26Q: 3 clusters Score -923500.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -923564.062500 Penalty: 4610.663574
	Iteration 27Q: 3 clusters Score -923564.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -923622.750000 Penalty: 4610.663574
	Iteration 28Q: 3 clusters Score -923622.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -923682.250000 Penalty: 4610.663574
	Iteration 29Q: 3 clusters Score -923682.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -923744.750000 Penalty: 4610.663574
	Iteration 30Q: 3 clusters Score -923744.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -923832.312500 Penalty: 4610.663574
	Iteration 31Q: 3 clusters Score -923832.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -923929.500000 Penalty: 4610.663574
	Iteration 32Q: 3 clusters Score -923929.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -924019.000000 Penalty: 4610.663574
	Iteration 33Q: 3 clusters Score -924019 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -924104.750000 Penalty: 4610.663574
	Iteration 34Q: 3 clusters Score -924104.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -924165.875000 Penalty: 4610.663574
	Iteration 35Q: 3 clusters Score -924165.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -924203.312500 Penalty: 4610.663574
	Iteration 36Q: 3 clusters Score -924203.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -924227.500000 Penalty: 4610.663574
	Iteration 37Q: 3 clusters Score -924227.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -924251.000000 Penalty: 4610.663574
	Iteration 38Q: 3 clusters Score -924251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -924265.750000 Penalty: 4610.663574
	Iteration 39Q: 3 clusters Score -924265.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -924283.812500 Penalty: 4610.663574
	Iteration 40F: 3 clusters Score -924283.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -924295.875000 Penalty: 4610.663574
	Iteration 41Q: 3 clusters Score -924295.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -924308.750000 Penalty: 4610.663574
	Iteration 42Q: 3 clusters Score -924308.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -924318.875000 Penalty: 4610.663574
	Iteration 43Q: 3 clusters Score -924318.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -924330.312500 Penalty: 4610.663574
	Iteration 44Q: 3 clusters Score -924330.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -924340.312500 Penalty: 4610.663574
	Iteration 45Q: 3 clusters Score -924340.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -924344.875000 Penalty: 4610.663574
	Iteration 46Q: 3 clusters Score -924344.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -924351.000000 Penalty: 4610.663574
	Iteration 47Q: 3 clusters Score -924351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -924355.562500 Penalty: 4610.663574
	Iteration 48Q: 3 clusters Score -924355.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -924361.125000 Penalty: 4610.663574
	Iteration 49Q: 3 clusters Score -924361.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -924365.437500 Penalty: 4610.663574
	Iteration 50Q: 3 clusters Score -924365.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -924369.625000 Penalty: 4610.663574
	Iteration 51Q: 3 clusters Score -924369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -924371.437500 Penalty: 4610.663574
	Iteration 52Q: 3 clusters Score -924371.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -924374.437500 Penalty: 4610.663574
	Iteration 53Q: 3 clusters Score -924374.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -924376.812500 Penalty: 4610.663574
	Iteration 54Q: 3 clusters Score -924376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -924378.187500 Penalty: 4610.663574
	Iteration 55Q: 3 clusters Score -924378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -924379.750000 Penalty: 4610.663574
	Iteration 56Q: 3 clusters Score -924379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -924381.937500 Penalty: 4610.663574
	Iteration 57Q: 3 clusters Score -924381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -924383.250000 Penalty: 4610.663574
	Iteration 58Q: 3 clusters Score -924383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -924383.312500 Penalty: 4610.663574
	Iteration 59Q: 3 clusters Score -924383.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -924383.000000 Penalty: 4610.663574
	Iteration 60F: 3 clusters Score -924383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -924382.687500 Penalty: 4610.663574
	Iteration 61Q: 3 clusters Score -924382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -924385.750000 Penalty: 4610.663574
	Iteration 62Q: 3 clusters Score -924385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -924387.375000 Penalty: 4610.663574
	Iteration 63Q: 3 clusters Score -924387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -924388.437500 Penalty: 4610.663574
	Iteration 64Q: 3 clusters Score -924388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -924392.187500 Penalty: 4610.663574
	Iteration 65Q: 3 clusters Score -924392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -924392.187500 Penalty: 4610.663574
	Iteration 66Q: 3 clusters Score -924392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -924395.750000 Penalty: 4610.663574
	Iteration 67Q: 3 clusters Score -924395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -924395.812500 Penalty: 4610.663574
	Iteration 68Q: 3 clusters Score -924395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -924394.562500 Penalty: 4610.663574
	Iteration 69Q: 3 clusters Score -924394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -924394.687500 Penalty: 4610.663574
	Iteration 70Q: 3 clusters Score -924394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -924396.687500 Penalty: 4610.663574
	Iteration 71Q: 3 clusters Score -924396.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -924395.375000 Penalty: 4610.663574
	Iteration 72Q: 3 clusters Score -924395.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -924399.437500 Penalty: 4610.663574
	Iteration 73Q: 3 clusters Score -924399.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -924401.687500 Penalty: 4610.663574
	Iteration 74Q: 3 clusters Score -924401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -924403.312500 Penalty: 4610.663574
	Iteration 75Q: 3 clusters Score -924403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -924403.000000 Penalty: 4610.663574
	Iteration 76Q: 3 clusters Score -924403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -924406.625000 Penalty: 4610.663574
	Iteration 77Q: 3 clusters Score -924406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -924404.562500 Penalty: 4610.663574
	Iteration 78Q: 3 clusters Score -924404.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -924406.312500 Penalty: 4610.663574
	Iteration 79Q: 3 clusters Score -924406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -924407.750000 Penalty: 4610.663574
	Iteration 80F: 3 clusters Score -924407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -924408.625000 Penalty: 4610.663574
	Iteration 81Q: 3 clusters Score -924408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -924410.250000 Penalty: 4610.663574
	Iteration 82Q: 3 clusters Score -924410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -924409.437500 Penalty: 4610.663574
	Iteration 83Q: 3 clusters Score -924409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -924408.937500 Penalty: 4610.663574
	Iteration 84Q: 3 clusters Score -924408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -924408.937500 Penalty: 4610.663574
	Iteration 85F: 3 clusters Score -924408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -388937.281250 Penalty: 2145.150146
	Iteration 0F: 2 clusters Score -388937.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -383930.843750 Penalty: 4290.300293
	Iteration 0F: 3 clusters Score -383930.8 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -385459.187500 Penalty: 4290.300293
	Iteration 1F: 3 clusters Score -385459.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -386073.000000 Penalty: 4290.300293
	Iteration 2F: 3 clusters Score -386073 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -386536.718750 Penalty: 4290.300293
	Iteration 3F: 3 clusters Score -386536.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -386887.500000 Penalty: 4290.300293
	Iteration 4F: 3 clusters Score -386887.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -387159.812500 Penalty: 4290.300293
	Iteration 5F: 3 clusters Score -387159.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -387412.000000 Penalty: 4290.300293
	Iteration 6Q: 3 clusters Score -387412 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -387590.281250 Penalty: 4290.300293
	Iteration 7Q: 3 clusters Score -387590.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -387716.906250 Penalty: 4290.300293
	Iteration 8Q: 3 clusters Score -387716.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -387804.312500 Penalty: 4290.300293
	Iteration 9Q: 3 clusters Score -387804.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -387870.156250 Penalty: 4290.300293
	Iteration 10Q: 3 clusters Score -387870.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -387911.000000 Penalty: 4290.300293
	Iteration 11Q: 3 clusters Score -387911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -387960.906250 Penalty: 4290.300293
	Iteration 12Q: 3 clusters Score -387960.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -388012.687500 Penalty: 4290.300293
	Iteration 13Q: 3 clusters Score -388012.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -388077.250000 Penalty: 4290.300293
	Iteration 14Q: 3 clusters Score -388077.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -388173.625000 Penalty: 4290.300293
	Iteration 15Q: 3 clusters Score -388173.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -388252.187500 Penalty: 4290.300293
	Iteration 16Q: 3 clusters Score -388252.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -388301.250000 Penalty: 4290.300293
	Iteration 17Q: 3 clusters Score -388301.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -388335.843750 Penalty: 4290.300293
	Iteration 18Q: 3 clusters Score -388335.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -388361.781250 Penalty: 4290.300293
	Iteration 19Q: 3 clusters Score -388361.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -388378.937500 Penalty: 4290.300293
	Iteration 20F: 3 clusters Score -388378.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -388394.187500 Penalty: 4290.300293
	Iteration 21Q: 3 clusters Score -388394.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -388408.906250 Penalty: 4290.300293
	Iteration 22Q: 3 clusters Score -388408.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -388421.062500 Penalty: 4290.300293
	Iteration 23Q: 3 clusters Score -388421.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -388428.125000 Penalty: 4290.300293
	Iteration 24Q: 3 clusters Score -388428.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -388434.312500 Penalty: 4290.300293
	Iteration 25Q: 3 clusters Score -388434.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -388441.812500 Penalty: 4290.300293
	Iteration 26Q: 3 clusters Score -388441.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -388444.937500 Penalty: 4290.300293
	Iteration 27Q: 3 clusters Score -388444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -388448.187500 Penalty: 4290.300293
	Iteration 28Q: 3 clusters Score -388448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -388450.281250 Penalty: 4290.300293
	Iteration 29Q: 3 clusters Score -388450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -388450.656250 Penalty: 4290.300293
	Iteration 30Q: 3 clusters Score -388450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -388450.906250 Penalty: 4290.300293
	Iteration 31Q: 3 clusters Score -388450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -388452.531250 Penalty: 4290.300293
	Iteration 32Q: 3 clusters Score -388452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -388452.093750 Penalty: 4290.300293
	Iteration 33Q: 3 clusters Score -388452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -388452.093750 Penalty: 4290.300293
	Iteration 34F: 3 clusters Score -388452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -677350.187500 Penalty: 2236.426025
	Iteration 0F: 2 clusters Score -677350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -670823.562500 Penalty: 4472.852051
	Iteration 0F: 3 clusters Score -670823.6 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -672782.500000 Penalty: 4472.852051
	Iteration 1F: 3 clusters Score -672782.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -673110.937500 Penalty: 4472.852051
	Iteration 2F: 3 clusters Score -673110.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -673378.250000 Penalty: 4472.852051
	Iteration 3F: 3 clusters Score -673378.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -673632.750000 Penalty: 4472.852051
	Iteration 4Q: 3 clusters Score -673632.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -673893.500000 Penalty: 4472.852051
	Iteration 5Q: 3 clusters Score -673893.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -674186.437500 Penalty: 4472.852051
	Iteration 6Q: 3 clusters Score -674186.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -674488.562500 Penalty: 4472.852051
	Iteration 7Q: 3 clusters Score -674488.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -674732.875000 Penalty: 4472.852051
	Iteration 8Q: 3 clusters Score -674732.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -674935.250000 Penalty: 4472.852051
	Iteration 9Q: 3 clusters Score -674935.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -675128.562500 Penalty: 4472.852051
	Iteration 10Q: 3 clusters Score -675128.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -675283.437500 Penalty: 4472.852051
	Iteration 11Q: 3 clusters Score -675283.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -675393.625000 Penalty: 4472.852051
	Iteration 12Q: 3 clusters Score -675393.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -675488.750000 Penalty: 4472.852051
	Iteration 13Q: 3 clusters Score -675488.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -675559.750000 Penalty: 4472.852051
	Iteration 14Q: 3 clusters Score -675559.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -675603.375000 Penalty: 4472.852051
	Iteration 15Q: 3 clusters Score -675603.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -675638.000000 Penalty: 4472.852051
	Iteration 16Q: 3 clusters Score -675638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -675660.875000 Penalty: 4472.852051
	Iteration 17Q: 3 clusters Score -675660.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -675680.687500 Penalty: 4472.852051
	Iteration 18Q: 3 clusters Score -675680.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -675695.625000 Penalty: 4472.852051
	Iteration 19Q: 3 clusters Score -675695.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -675722.875000 Penalty: 4472.852051
	Iteration 20F: 3 clusters Score -675722.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -675752.250000 Penalty: 4472.852051
	Iteration 21Q: 3 clusters Score -675752.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -675774.562500 Penalty: 4472.852051
	Iteration 22Q: 3 clusters Score -675774.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -675805.750000 Penalty: 4472.852051
	Iteration 23Q: 3 clusters Score -675805.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -675824.687500 Penalty: 4472.852051
	Iteration 24Q: 3 clusters Score -675824.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -675842.375000 Penalty: 4472.852051
	Iteration 25Q: 3 clusters Score -675842.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -675858.875000 Penalty: 4472.852051
	Iteration 26Q: 3 clusters Score -675858.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -675875.875000 Penalty: 4472.852051
	Iteration 27Q: 3 clusters Score -675875.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -675896.875000 Penalty: 4472.852051
	Iteration 28Q: 3 clusters Score -675896.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -675917.312500 Penalty: 4472.852051
	Iteration 29Q: 3 clusters Score -675917.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -675936.750000 Penalty: 4472.852051
	Iteration 30Q: 3 clusters Score -675936.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -675955.437500 Penalty: 4472.852051
	Iteration 31Q: 3 clusters Score -675955.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -675977.187500 Penalty: 4472.852051
	Iteration 32Q: 3 clusters Score -675977.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -676008.687500 Penalty: 4472.852051
	Iteration 33Q: 3 clusters Score -676008.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -676073.500000 Penalty: 4472.852051
	Iteration 34Q: 3 clusters Score -676073.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -676188.250000 Penalty: 4472.852051
	Iteration 35Q: 3 clusters Score -676188.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -676331.875000 Penalty: 4472.852051
	Iteration 36Q: 3 clusters Score -676331.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -676523.000000 Penalty: 4472.852051
	Iteration 37Q: 3 clusters Score -676523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -676692.812500 Penalty: 4472.852051
	Iteration 38Q: 3 clusters Score -676692.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -676839.000000 Penalty: 4472.852051
	Iteration 39Q: 3 clusters Score -676839 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -676958.187500 Penalty: 4472.852051
	Iteration 40F: 3 clusters Score -676958.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -677041.937500 Penalty: 4472.852051
	Iteration 41Q: 3 clusters Score -677041.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -677096.250000 Penalty: 4472.852051
	Iteration 42Q: 3 clusters Score -677096.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -677127.312500 Penalty: 4472.852051
	Iteration 43Q: 3 clusters Score -677127.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -677147.312500 Penalty: 4472.852051
	Iteration 44Q: 3 clusters Score -677147.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -677167.000000 Penalty: 4472.852051
	Iteration 45Q: 3 clusters Score -677167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -677182.500000 Penalty: 4472.852051
	Iteration 46Q: 3 clusters Score -677182.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -677192.750000 Penalty: 4472.852051
	Iteration 47Q: 3 clusters Score -677192.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -677198.000000 Penalty: 4472.852051
	Iteration 48Q: 3 clusters Score -677198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -677206.375000 Penalty: 4472.852051
	Iteration 49Q: 3 clusters Score -677206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -677208.937500 Penalty: 4472.852051
	Iteration 50Q: 3 clusters Score -677208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -677211.750000 Penalty: 4472.852051
	Iteration 51Q: 3 clusters Score -677211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -677213.437500 Penalty: 4472.852051
	Iteration 52Q: 3 clusters Score -677213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -677214.687500 Penalty: 4472.852051
	Iteration 53Q: 3 clusters Score -677214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -677215.812500 Penalty: 4472.852051
	Iteration 54Q: 3 clusters Score -677215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -677215.937500 Penalty: 4472.852051
	Iteration 55Q: 3 clusters Score -677215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -677216.437500 Penalty: 4472.852051
	Iteration 56Q: 3 clusters Score -677216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -677218.062500 Penalty: 4472.852051
	Iteration 57Q: 3 clusters Score -677218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -677221.687500 Penalty: 4472.852051
	Iteration 58Q: 3 clusters Score -677221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -677220.500000 Penalty: 4472.852051
	Iteration 59Q: 3 clusters Score -677220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -677220.875000 Penalty: 4472.852051
	Iteration 60F: 3 clusters Score -677220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -677220.750000 Penalty: 4472.852051
	Iteration 61Q: 3 clusters Score -677220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -677220.750000 Penalty: 4472.852051
	Iteration 62F: 3 clusters Score -677220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Entering Unmasked Estep 
Score: -1491737.125000 Penalty: 2413.724121
	Iteration 0F: 2 clusters Score -1491737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1479619.000000 Penalty: 4827.448242
	Iteration 0F: 3 clusters Score -1479619 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1483427.250000 Penalty: 4827.448242
	Iteration 1F: 3 clusters Score -1483427 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1483746.250000 Penalty: 4827.448242
	Iteration 2F: 3 clusters Score -1483746 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1484014.125000 Penalty: 4827.448242
	Iteration 3Q: 3 clusters Score -1484014 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1484222.000000 Penalty: 4827.448242
	Iteration 4Q: 3 clusters Score -1484222 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1484388.000000 Penalty: 4827.448242
	Iteration 5Q: 3 clusters Score -1484388 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1484518.750000 Penalty: 4827.448242
	Iteration 6Q: 3 clusters Score -1484519 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1484643.250000 Penalty: 4827.448242
	Iteration 7Q: 3 clusters Score -1484643 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1484766.625000 Penalty: 4827.448242
	Iteration 8Q: 3 clusters Score -1484767 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1484909.250000 Penalty: 4827.448242
	Iteration 9Q: 3 clusters Score -1484909 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1485059.000000 Penalty: 4827.448242
	Iteration 10Q: 3 clusters Score -1485059 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1485262.500000 Penalty: 4827.448242
	Iteration 11Q: 3 clusters Score -1485262 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1485516.125000 Penalty: 4827.448242
	Iteration 12Q: 3 clusters Score -1485516 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1485796.375000 Penalty: 4827.448242
	Iteration 13Q: 3 clusters Score -1485796 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1486156.375000 Penalty: 4827.448242
	Iteration 14Q: 3 clusters Score -1486156 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1486614.125000 Penalty: 4827.448242
	Iteration 15Q: 3 clusters Score -1486614 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1487213.000000 Penalty: 4827.448242
	Iteration 16Q: 3 clusters Score -1487213 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1487859.000000 Penalty: 4827.448242
	Iteration 17Q: 3 clusters Score -1487859 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1488417.375000 Penalty: 4827.448242
	Iteration 18Q: 3 clusters Score -1488417 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1488848.875000 Penalty: 4827.448242
	Iteration 19Q: 3 clusters Score -1488849 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1489126.750000 Penalty: 4827.448242
	Iteration 20F: 3 clusters Score -1489127 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1489289.750000 Penalty: 4827.448242
	Iteration 21Q: 3 clusters Score -1489290 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1489408.750000 Penalty: 4827.448242
	Iteration 22Q: 3 clusters Score -1489409 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1489488.750000 Penalty: 4827.448242
	Iteration 23Q: 3 clusters Score -1489489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1489545.500000 Penalty: 4827.448242
	Iteration 24Q: 3 clusters Score -1489546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1489574.625000 Penalty: 4827.448242
	Iteration 25Q: 3 clusters Score -1489575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1489594.000000 Penalty: 4827.448242
	Iteration 26Q: 3 clusters Score -1489594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1489612.875000 Penalty: 4827.448242
	Iteration 27Q: 3 clusters Score -1489613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1489622.500000 Penalty: 4827.448242
	Iteration 28Q: 3 clusters Score -1489622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1489633.375000 Penalty: 4827.448242
	Iteration 29Q: 3 clusters Score -1489633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1489636.625000 Penalty: 4827.448242
	Iteration 30Q: 3 clusters Score -1489637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1489642.625000 Penalty: 4827.448242
	Iteration 31Q: 3 clusters Score -1489643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1489642.625000 Penalty: 4827.448242
	Iteration 32F: 3 clusters Score -1489643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Entering Unmasked Estep 
Score: -2295418.000000 Penalty: 2520.424561
	Iteration 0F: 2 clusters Score -2295418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2277373.500000 Penalty: 5040.849121
	Iteration 0F: 3 clusters Score -2277374 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2283657.000000 Penalty: 5040.849121
	Iteration 1F: 3 clusters Score -2283657 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2284165.750000 Penalty: 5040.849121
	Iteration 2F: 3 clusters Score -2284166 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2284689.250000 Penalty: 5040.849121
	Iteration 3Q: 3 clusters Score -2284689 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2285324.500000 Penalty: 5040.849121
	Iteration 4F: 3 clusters Score -2285324 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2286057.500000 Penalty: 5040.849121
	Iteration 5F: 3 clusters Score -2286058 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2286912.750000 Penalty: 5040.849121
	Iteration 6F: 3 clusters Score -2286913 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2287956.750000 Penalty: 5040.849121
	Iteration 7F: 3 clusters Score -2287957 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2289239.500000 Penalty: 5040.849121
	Iteration 8F: 3 clusters Score -2289240 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2290531.250000 Penalty: 5040.849121
	Iteration 9F: 3 clusters Score -2290531 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -2291538.750000 Penalty: 5040.849121
	Iteration 10Q: 3 clusters Score -2291539 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2292232.000000 Penalty: 5040.849121
	Iteration 11Q: 3 clusters Score -2292232 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -2292653.000000 Penalty: 5040.849121
	Iteration 12Q: 3 clusters Score -2292653 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2292872.750000 Penalty: 5040.849121
	Iteration 13Q: 3 clusters Score -2292873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2293001.000000 Penalty: 5040.849121
	Iteration 14Q: 3 clusters Score -2293001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2293077.500000 Penalty: 5040.849121
	Iteration 15Q: 3 clusters Score -2293078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2293116.250000 Penalty: 5040.849121
	Iteration 16Q: 3 clusters Score -2293116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2293144.500000 Penalty: 5040.849121
	Iteration 17Q: 3 clusters Score -2293144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2293181.250000 Penalty: 5040.849121
	Iteration 18Q: 3 clusters Score -2293181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2293195.750000 Penalty: 5040.849121
	Iteration 19Q: 3 clusters Score -2293196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2293206.500000 Penalty: 5040.849121
	Iteration 20F: 3 clusters Score -2293206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2293213.500000 Penalty: 5040.849121
	Iteration 21Q: 3 clusters Score -2293214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2293222.750000 Penalty: 5040.849121
	Iteration 22Q: 3 clusters Score -2293223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2293222.500000 Penalty: 5040.849121
	Iteration 23Q: 3 clusters Score -2293222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2293224.000000 Penalty: 5040.849121
	Iteration 24Q: 3 clusters Score -2293224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2293224.000000 Penalty: 5040.849121
	Iteration 25F: 3 clusters Score -2293224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -547101.312500 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -547101.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -541847.187500 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -541847.2 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -543192.250000 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -543192.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -543391.250000 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -543391.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -543530.687500 Penalty: 4326.076660
	Iteration 3Q: 3 clusters Score -543530.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -543618.750000 Penalty: 4326.076660
	Iteration 4Q: 3 clusters Score -543618.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -543707.875000 Penalty: 4326.076660
	Iteration 5Q: 3 clusters Score -543707.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -543798.187500 Penalty: 4326.076660
	Iteration 6Q: 3 clusters Score -543798.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -543900.250000 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -543900.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -544007.500000 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -544007.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -544154.687500 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -544154.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -544339.625000 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -544339.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -544537.437500 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -544537.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -544742.500000 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -544742.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -544939.687500 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -544939.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -545096.125000 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -545096.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -545225.750000 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -545225.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -545326.875000 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -545326.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -545411.187500 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -545411.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -545456.375000 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -545456.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -545494.750000 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -545494.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -545524.750000 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -545524.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -545544.375000 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -545544.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -545562.125000 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -545562.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -545578.937500 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -545578.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -545591.312500 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -545591.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -545597.625000 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -545597.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -545598.937500 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -545598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -545601.125000 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -545601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -545602.250000 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -545602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -545603.687500 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -545603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -545604.687500 Penalty: 4326.076660
	Iteration 30Q: 3 clusters Score -545604.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -545603.687500 Penalty: 4326.076660
	Iteration 31Q: 3 clusters Score -545603.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -545603.687500 Penalty: 4326.076660
	Iteration 32F: 3 clusters Score -545603.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Entering Unmasked Estep 
Score: -2482377.000000 Penalty: 2546.677246
	Iteration 0F: 2 clusters Score -2482377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2462483.250000 Penalty: 5093.354492
	Iteration 0F: 3 clusters Score -2462483 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2469552.500000 Penalty: 5093.354492
	Iteration 1F: 3 clusters Score -2469552 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2470003.500000 Penalty: 5093.354492
	Iteration 2Q: 3 clusters Score -2470004 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2470448.250000 Penalty: 5093.354492
	Iteration 3Q: 3 clusters Score -2470448 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2470979.000000 Penalty: 5093.354492
	Iteration 4Q: 3 clusters Score -2470979 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2471686.000000 Penalty: 5093.354492
	Iteration 5Q: 3 clusters Score -2471686 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2472733.250000 Penalty: 5093.354492
	Iteration 6F: 3 clusters Score -2472733 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2474209.500000 Penalty: 5093.354492
	Iteration 7F: 3 clusters Score -2474210 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2475858.250000 Penalty: 5093.354492
	Iteration 8F: 3 clusters Score -2475858 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -2477337.000000 Penalty: 5093.354492
	Iteration 9F: 3 clusters Score -2477337 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -2478470.250000 Penalty: 5093.354492
	Iteration 10Q: 3 clusters Score -2478470 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2479255.750000 Penalty: 5093.354492
	Iteration 11Q: 3 clusters Score -2479256 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2479659.500000 Penalty: 5093.354492
	Iteration 12Q: 3 clusters Score -2479660 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2479854.500000 Penalty: 5093.354492
	Iteration 13Q: 3 clusters Score -2479854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -2479981.250000 Penalty: 5093.354492
	Iteration 14Q: 3 clusters Score -2479981 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -2480062.500000 Penalty: 5093.354492
	Iteration 15Q: 3 clusters Score -2480062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -2480087.500000 Penalty: 5093.354492
	Iteration 16Q: 3 clusters Score -2480088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -2480116.500000 Penalty: 5093.354492
	Iteration 17Q: 3 clusters Score -2480116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -2480135.250000 Penalty: 5093.354492
	Iteration 18Q: 3 clusters Score -2480135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -2480152.250000 Penalty: 5093.354492
	Iteration 19Q: 3 clusters Score -2480152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -2480159.750000 Penalty: 5093.354492
	Iteration 20F: 3 clusters Score -2480160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -2480175.250000 Penalty: 5093.354492
	Iteration 21Q: 3 clusters Score -2480175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -2480191.000000 Penalty: 5093.354492
	Iteration 22Q: 3 clusters Score -2480191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -2480190.250000 Penalty: 5093.354492
	Iteration 23Q: 3 clusters Score -2480190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -2480198.750000 Penalty: 5093.354492
	Iteration 24Q: 3 clusters Score -2480199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -2480206.500000 Penalty: 5093.354492
	Iteration 25Q: 3 clusters Score -2480206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -2480209.750000 Penalty: 5093.354492
	Iteration 26Q: 3 clusters Score -2480210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -2480208.000000 Penalty: 5093.354492
	Iteration 27Q: 3 clusters Score -2480208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -2480210.500000 Penalty: 5093.354492
	Iteration 28Q: 3 clusters Score -2480210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -2480211.250000 Penalty: 5093.354492
	Iteration 29Q: 3 clusters Score -2480211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -2480214.000000 Penalty: 5093.354492
	Iteration 30Q: 3 clusters Score -2480214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -2480218.250000 Penalty: 5093.354492
	Iteration 31Q: 3 clusters Score -2480218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2480217.500000 Penalty: 5093.354492
	Iteration 32Q: 3 clusters Score -2480218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -2480222.000000 Penalty: 5093.354492
	Iteration 33Q: 3 clusters Score -2480222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -2480225.500000 Penalty: 5093.354492
	Iteration 34Q: 3 clusters Score -2480226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -2480232.250000 Penalty: 5093.354492
	Iteration 35Q: 3 clusters Score -2480232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -2480234.000000 Penalty: 5093.354492
	Iteration 36Q: 3 clusters Score -2480234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -2480234.750000 Penalty: 5093.354492
	Iteration 37Q: 3 clusters Score -2480235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -2480233.500000 Penalty: 5093.354492
	Iteration 38Q: 3 clusters Score -2480234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -2480235.750000 Penalty: 5093.354492
	Iteration 39Q: 3 clusters Score -2480236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -2480236.250000 Penalty: 5093.354492
	Iteration 40F: 3 clusters Score -2480236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -2480237.250000 Penalty: 5093.354492
	Iteration 41Q: 3 clusters Score -2480237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -2480240.000000 Penalty: 5093.354492
	Iteration 42Q: 3 clusters Score -2480240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -2480246.000000 Penalty: 5093.354492
	Iteration 43Q: 3 clusters Score -2480246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -2480248.750000 Penalty: 5093.354492
	Iteration 44Q: 3 clusters Score -2480249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2480253.750000 Penalty: 5093.354492
	Iteration 45Q: 3 clusters Score -2480254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -2480257.250000 Penalty: 5093.354492
	Iteration 46Q: 3 clusters Score -2480257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -2480259.750000 Penalty: 5093.354492
	Iteration 47Q: 3 clusters Score -2480260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -2480259.750000 Penalty: 5093.354492
	Iteration 48F: 3 clusters Score -2480260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Entering Unmasked Estep 
Score: -444206.562500 Penalty: 2131.304443
	Iteration 0F: 2 clusters Score -444206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -439412.281250 Penalty: 4262.608887
	Iteration 0F: 3 clusters Score -439412.3 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -440557.250000 Penalty: 4262.608887
	Iteration 1F: 3 clusters Score -440557.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -440793.625000 Penalty: 4262.608887
	Iteration 2F: 3 clusters Score -440793.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -440959.812500 Penalty: 4262.608887
	Iteration 3F: 3 clusters Score -440959.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -441087.000000 Penalty: 4262.608887
	Iteration 4Q: 3 clusters Score -441087 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -441177.375000 Penalty: 4262.608887
	Iteration 5Q: 3 clusters Score -441177.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -441251.968750 Penalty: 4262.608887
	Iteration 6Q: 3 clusters Score -441252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -441314.968750 Penalty: 4262.608887
	Iteration 7Q: 3 clusters Score -441315 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -441381.625000 Penalty: 4262.608887
	Iteration 8Q: 3 clusters Score -441381.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -441436.437500 Penalty: 4262.608887
	Iteration 9Q: 3 clusters Score -441436.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -441476.875000 Penalty: 4262.608887
	Iteration 10Q: 3 clusters Score -441476.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -441512.437500 Penalty: 4262.608887
	Iteration 11Q: 3 clusters Score -441512.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -441546.875000 Penalty: 4262.608887
	Iteration 12Q: 3 clusters Score -441546.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -441568.968750 Penalty: 4262.608887
	Iteration 13Q: 3 clusters Score -441569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -441594.093750 Penalty: 4262.608887
	Iteration 14Q: 3 clusters Score -441594.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -441625.125000 Penalty: 4262.608887
	Iteration 15Q: 3 clusters Score -441625.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -441653.562500 Penalty: 4262.608887
	Iteration 16Q: 3 clusters Score -441653.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -441675.531250 Penalty: 4262.608887
	Iteration 17Q: 3 clusters Score -441675.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -441698.156250 Penalty: 4262.608887
	Iteration 18Q: 3 clusters Score -441698.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -441727.468750 Penalty: 4262.608887
	Iteration 19Q: 3 clusters Score -441727.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -441764.812500 Penalty: 4262.608887
	Iteration 20F: 3 clusters Score -441764.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -441807.312500 Penalty: 4262.608887
	Iteration 21Q: 3 clusters Score -441807.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -441846.218750 Penalty: 4262.608887
	Iteration 22Q: 3 clusters Score -441846.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -441888.968750 Penalty: 4262.608887
	Iteration 23Q: 3 clusters Score -441889 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -441926.375000 Penalty: 4262.608887
	Iteration 24Q: 3 clusters Score -441926.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -441967.375000 Penalty: 4262.608887
	Iteration 25Q: 3 clusters Score -441967.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -442010.718750 Penalty: 4262.608887
	Iteration 26Q: 3 clusters Score -442010.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -442046.750000 Penalty: 4262.608887
	Iteration 27Q: 3 clusters Score -442046.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -442086.843750 Penalty: 4262.608887
	Iteration 28Q: 3 clusters Score -442086.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -442130.593750 Penalty: 4262.608887
	Iteration 29Q: 3 clusters Score -442130.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -442175.281250 Penalty: 4262.608887
	Iteration 30Q: 3 clusters Score -442175.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -442213.625000 Penalty: 4262.608887
	Iteration 31Q: 3 clusters Score -442213.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -442249.031250 Penalty: 4262.608887
	Iteration 32Q: 3 clusters Score -442249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -442294.968750 Penalty: 4262.608887
	Iteration 33Q: 3 clusters Score -442295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -442337.468750 Penalty: 4262.608887
	Iteration 34Q: 3 clusters Score -442337.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -442374.312500 Penalty: 4262.608887
	Iteration 35Q: 3 clusters Score -442374.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -442414.750000 Penalty: 4262.608887
	Iteration 36Q: 3 clusters Score -442414.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -442442.031250 Penalty: 4262.608887
	Iteration 37Q: 3 clusters Score -442442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -442465.125000 Penalty: 4262.608887
	Iteration 38Q: 3 clusters Score -442465.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -442485.437500 Penalty: 4262.608887
	Iteration 39Q: 3 clusters Score -442485.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -442497.656250 Penalty: 4262.608887
	Iteration 40F: 3 clusters Score -442497.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -442511.687500 Penalty: 4262.608887
	Iteration 41Q: 3 clusters Score -442511.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -442527.062500 Penalty: 4262.608887
	Iteration 42Q: 3 clusters Score -442527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -442536.593750 Penalty: 4262.608887
	Iteration 43Q: 3 clusters Score -442536.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -442542.656250 Penalty: 4262.608887
	Iteration 44Q: 3 clusters Score -442542.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -442551.062500 Penalty: 4262.608887
	Iteration 45Q: 3 clusters Score -442551.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -442562.125000 Penalty: 4262.608887
	Iteration 46Q: 3 clusters Score -442562.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -442569.156250 Penalty: 4262.608887
	Iteration 47Q: 3 clusters Score -442569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -442575.125000 Penalty: 4262.608887
	Iteration 48Q: 3 clusters Score -442575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -442586.406250 Penalty: 4262.608887
	Iteration 49Q: 3 clusters Score -442586.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -442591.906250 Penalty: 4262.608887
	Iteration 50Q: 3 clusters Score -442591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -442596.156250 Penalty: 4262.608887
	Iteration 51Q: 3 clusters Score -442596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -442603.312500 Penalty: 4262.608887
	Iteration 52Q: 3 clusters Score -442603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -442606.125000 Penalty: 4262.608887
	Iteration 53Q: 3 clusters Score -442606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -442608.718750 Penalty: 4262.608887
	Iteration 54Q: 3 clusters Score -442608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -442612.156250 Penalty: 4262.608887
	Iteration 55Q: 3 clusters Score -442612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -442615.281250 Penalty: 4262.608887
	Iteration 56Q: 3 clusters Score -442615.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -442617.406250 Penalty: 4262.608887
	Iteration 57Q: 3 clusters Score -442617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -442621.218750 Penalty: 4262.608887
	Iteration 58Q: 3 clusters Score -442621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -442625.156250 Penalty: 4262.608887
	Iteration 59Q: 3 clusters Score -442625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -442629.750000 Penalty: 4262.608887
	Iteration 60F: 3 clusters Score -442629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -442637.156250 Penalty: 4262.608887
	Iteration 61Q: 3 clusters Score -442637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -442640.250000 Penalty: 4262.608887
	Iteration 62Q: 3 clusters Score -442640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -442644.468750 Penalty: 4262.608887
	Iteration 63Q: 3 clusters Score -442644.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -442650.125000 Penalty: 4262.608887
	Iteration 64Q: 3 clusters Score -442650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -442653.406250 Penalty: 4262.608887
	Iteration 65Q: 3 clusters Score -442653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -442655.781250 Penalty: 4262.608887
	Iteration 66Q: 3 clusters Score -442655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -442657.031250 Penalty: 4262.608887
	Iteration 67Q: 3 clusters Score -442657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -442660.093750 Penalty: 4262.608887
	Iteration 68Q: 3 clusters Score -442660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -442661.218750 Penalty: 4262.608887
	Iteration 69Q: 3 clusters Score -442661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -442663.093750 Penalty: 4262.608887
	Iteration 70Q: 3 clusters Score -442663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -442665.593750 Penalty: 4262.608887
	Iteration 71Q: 3 clusters Score -442665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -442668.500000 Penalty: 4262.608887
	Iteration 72Q: 3 clusters Score -442668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -442673.031250 Penalty: 4262.608887
	Iteration 73Q: 3 clusters Score -442673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -442675.937500 Penalty: 4262.608887
	Iteration 74Q: 3 clusters Score -442675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -442678.500000 Penalty: 4262.608887
	Iteration 75Q: 3 clusters Score -442678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -442679.406250 Penalty: 4262.608887
	Iteration 76Q: 3 clusters Score -442679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -442679.156250 Penalty: 4262.608887
	Iteration 77Q: 3 clusters Score -442679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -442680.125000 Penalty: 4262.608887
	Iteration 78Q: 3 clusters Score -442680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -442680.125000 Penalty: 4262.608887
	Iteration 79F: 3 clusters Score -442680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329278 members 
Entering Unmasked Estep 
Score: -29075692.000000 Penalty: 3150.755127
	Iteration 0F: 2 clusters Score -2.907569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -28854324.000000 Penalty: 6301.510254
	Iteration 0F: 3 clusters Score -2.885432e+07 nChanged 159845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 169572 members 
Entering Unmasked Estep 
Score: -28948966.000000 Penalty: 6301.510254
	Iteration 1F: 3 clusters Score -2.894897e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156931 members 
Mstep: Class 2 contains 172347 members 
Entering Unmasked Estep 
Score: -28950430.000000 Penalty: 6301.510254
	Iteration 2Q: 3 clusters Score -2.895043e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -28952018.000000 Penalty: 6301.510254
	Iteration 3Q: 3 clusters Score -2.895202e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 183968 members 
Entering Unmasked Estep 
Score: -28954680.000000 Penalty: 6301.510254
	Iteration 4Q: 3 clusters Score -2.895468e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134237 members 
Mstep: Class 2 contains 195041 members 
Entering Unmasked Estep 
Score: -28959302.000000 Penalty: 6301.510254
	Iteration 5Q: 3 clusters Score -2.89593e+07 nChanged 17760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 211849 members 
Entering Unmasked Estep 
Score: -28968414.000000 Penalty: 6301.510254
	Iteration 6F: 3 clusters Score -2.896841e+07 nChanged 24521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 235832 members 
Entering Unmasked Estep 
Score: -28985064.000000 Penalty: 6301.510254
	Iteration 7F: 3 clusters Score -2.898506e+07 nChanged 30742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62974 members 
Mstep: Class 2 contains 266304 members 
Entering Unmasked Estep 
Score: -29012376.000000 Penalty: 6301.510254
	Iteration 8F: 3 clusters Score -2.901238e+07 nChanged 29480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 295688 members 
Entering Unmasked Estep 
Score: -29041808.000000 Penalty: 6301.510254
	Iteration 9F: 3 clusters Score -2.904181e+07 nChanged 19453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 315115 members 
Entering Unmasked Estep 
Score: -29060484.000000 Penalty: 6301.510254
	Iteration 10F: 3 clusters Score -2.906048e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 323873 members 
Entering Unmasked Estep 
Score: -29068358.000000 Penalty: 6301.510254
	Iteration 11Q: 3 clusters Score -2.906836e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 327128 members 
Entering Unmasked Estep 
Score: -29071318.000000 Penalty: 6301.510254
	Iteration 12Q: 3 clusters Score -2.907132e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 328145 members 
Entering Unmasked Estep 
Score: -29072392.000000 Penalty: 6301.510254
	Iteration 13Q: 3 clusters Score -2.907239e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 328491 members 
Entering Unmasked Estep 
Score: -29072688.000000 Penalty: 6301.510254
	Iteration 14Q: 3 clusters Score -2.907269e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 328629 members 
Entering Unmasked Estep 
Score: -29072772.000000 Penalty: 6301.510254
	Iteration 15Q: 3 clusters Score -2.907277e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 328683 members 
Entering Unmasked Estep 
Score: -29072910.000000 Penalty: 6301.510254
	Iteration 16Q: 3 clusters Score -2.907291e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 328708 members 
Entering Unmasked Estep 
Score: -29072958.000000 Penalty: 6301.510254
	Iteration 17Q: 3 clusters Score -2.907296e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 328715 members 
Entering Unmasked Estep 
Score: -29073044.000000 Penalty: 6301.510254
	Iteration 18Q: 3 clusters Score -2.907304e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 328725 members 
Entering Unmasked Estep 
Score: -29073084.000000 Penalty: 6301.510254
	Iteration 19Q: 3 clusters Score -2.907308e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 328739 members 
Entering Unmasked Estep 
Score: -29073094.000000 Penalty: 6301.510254
	Iteration 20F: 3 clusters Score -2.907309e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 328736 members 
Entering Unmasked Estep 
Score: -29073102.000000 Penalty: 6301.510254
	Iteration 21Q: 3 clusters Score -2.90731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 328737 members 
Entering Unmasked Estep 
Score: -29073114.000000 Penalty: 6301.510254
	Iteration 22Q: 3 clusters Score -2.907311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 328736 members 
Entering Unmasked Estep 
Score: -29073146.000000 Penalty: 6301.510254
	Iteration 23Q: 3 clusters Score -2.907315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 328733 members 
Entering Unmasked Estep 
Score: -29073156.000000 Penalty: 6301.510254
	Iteration 24Q: 3 clusters Score -2.907316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 328729 members 
Entering Unmasked Estep 
Score: -29073154.000000 Penalty: 6301.510254
	Iteration 25Q: 3 clusters Score -2.907315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 328728 members 
Entering Unmasked Estep 
Score: -29073164.000000 Penalty: 6301.510254
	Iteration 26Q: 3 clusters Score -2.907316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 328728 members 
Entering Unmasked Estep 
Score: -29073162.000000 Penalty: 6301.510254
	Iteration 27Q: 3 clusters Score -2.907316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 328728 members 
Entering Unmasked Estep 
Score: -29073162.000000 Penalty: 6301.510254
	Iteration 28F: 3 clusters Score -2.907316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Entering Unmasked Estep 
Score: -2331288.750000 Penalty: 2530.169189
	Iteration 0F: 2 clusters Score -2331289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2312632.000000 Penalty: 5060.338379
	Iteration 0F: 3 clusters Score -2312632 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2319421.500000 Penalty: 5060.338379
	Iteration 1F: 3 clusters Score -2319422 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2320210.750000 Penalty: 5060.338379
	Iteration 2F: 3 clusters Score -2320211 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2321153.250000 Penalty: 5060.338379
	Iteration 3F: 3 clusters Score -2321153 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2322226.750000 Penalty: 5060.338379
	Iteration 4F: 3 clusters Score -2322227 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2323361.500000 Penalty: 5060.338379
	Iteration 5F: 3 clusters Score -2323362 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2324362.000000 Penalty: 5060.338379
	Iteration 6F: 3 clusters Score -2324362 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2325132.000000 Penalty: 5060.338379
	Iteration 7F: 3 clusters Score -2325132 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2325735.750000 Penalty: 5060.338379
	Iteration 8Q: 3 clusters Score -2325736 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2326171.750000 Penalty: 5060.338379
	Iteration 9Q: 3 clusters Score -2326172 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2326465.500000 Penalty: 5060.338379
	Iteration 10Q: 3 clusters Score -2326466 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2326700.500000 Penalty: 5060.338379
	Iteration 11Q: 3 clusters Score -2326700 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2326931.250000 Penalty: 5060.338379
	Iteration 12Q: 3 clusters Score -2326931 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2327120.750000 Penalty: 5060.338379
	Iteration 13Q: 3 clusters Score -2327121 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2327305.250000 Penalty: 5060.338379
	Iteration 14Q: 3 clusters Score -2327305 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2327457.500000 Penalty: 5060.338379
	Iteration 15Q: 3 clusters Score -2327458 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2327584.500000 Penalty: 5060.338379
	Iteration 16Q: 3 clusters Score -2327584 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2327717.250000 Penalty: 5060.338379
	Iteration 17Q: 3 clusters Score -2327717 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2327838.750000 Penalty: 5060.338379
	Iteration 18Q: 3 clusters Score -2327839 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2327941.500000 Penalty: 5060.338379
	Iteration 19Q: 3 clusters Score -2327942 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2328031.750000 Penalty: 5060.338379
	Iteration 20F: 3 clusters Score -2328032 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2328103.250000 Penalty: 5060.338379
	Iteration 21Q: 3 clusters Score -2328103 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2328177.000000 Penalty: 5060.338379
	Iteration 22Q: 3 clusters Score -2328177 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2328239.750000 Penalty: 5060.338379
	Iteration 23Q: 3 clusters Score -2328240 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2328314.500000 Penalty: 5060.338379
	Iteration 24Q: 3 clusters Score -2328314 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2328373.500000 Penalty: 5060.338379
	Iteration 25Q: 3 clusters Score -2328374 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2328443.250000 Penalty: 5060.338379
	Iteration 26Q: 3 clusters Score -2328443 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2328498.500000 Penalty: 5060.338379
	Iteration 27Q: 3 clusters Score -2328498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2328560.000000 Penalty: 5060.338379
	Iteration 28Q: 3 clusters Score -2328560 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2328620.000000 Penalty: 5060.338379
	Iteration 29Q: 3 clusters Score -2328620 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2328682.000000 Penalty: 5060.338379
	Iteration 30Q: 3 clusters Score -2328682 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2328737.000000 Penalty: 5060.338379
	Iteration 31Q: 3 clusters Score -2328737 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2328778.250000 Penalty: 5060.338379
	Iteration 32Q: 3 clusters Score -2328778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2328810.000000 Penalty: 5060.338379
	Iteration 33Q: 3 clusters Score -2328810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2328881.000000 Penalty: 5060.338379
	Iteration 34Q: 3 clusters Score -2328881 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2328946.500000 Penalty: 5060.338379
	Iteration 35Q: 3 clusters Score -2328946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2328999.250000 Penalty: 5060.338379
	Iteration 36Q: 3 clusters Score -2328999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2329056.750000 Penalty: 5060.338379
	Iteration 37Q: 3 clusters Score -2329057 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2329107.750000 Penalty: 5060.338379
	Iteration 38Q: 3 clusters Score -2329108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2329157.000000 Penalty: 5060.338379
	Iteration 39Q: 3 clusters Score -2329157 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2329197.500000 Penalty: 5060.338379
	Iteration 40F: 3 clusters Score -2329198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2329244.750000 Penalty: 5060.338379
	Iteration 41Q: 3 clusters Score -2329245 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2329260.750000 Penalty: 5060.338379
	Iteration 42Q: 3 clusters Score -2329261 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2329293.500000 Penalty: 5060.338379
	Iteration 43Q: 3 clusters Score -2329294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2329316.750000 Penalty: 5060.338379
	Iteration 44Q: 3 clusters Score -2329317 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2329343.250000 Penalty: 5060.338379
	Iteration 45Q: 3 clusters Score -2329343 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2329368.500000 Penalty: 5060.338379
	Iteration 46Q: 3 clusters Score -2329368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2329380.500000 Penalty: 5060.338379
	Iteration 47Q: 3 clusters Score -2329380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2329399.500000 Penalty: 5060.338379
	Iteration 48Q: 3 clusters Score -2329400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2329406.500000 Penalty: 5060.338379
	Iteration 49Q: 3 clusters Score -2329406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2329413.250000 Penalty: 5060.338379
	Iteration 50Q: 3 clusters Score -2329413 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2329418.000000 Penalty: 5060.338379
	Iteration 51Q: 3 clusters Score -2329418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2329422.250000 Penalty: 5060.338379
	Iteration 52Q: 3 clusters Score -2329422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2329436.750000 Penalty: 5060.338379
	Iteration 53Q: 3 clusters Score -2329437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2329457.000000 Penalty: 5060.338379
	Iteration 54Q: 3 clusters Score -2329457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2329466.250000 Penalty: 5060.338379
	Iteration 55Q: 3 clusters Score -2329466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2329472.500000 Penalty: 5060.338379
	Iteration 56Q: 3 clusters Score -2329472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2329477.750000 Penalty: 5060.338379
	Iteration 57Q: 3 clusters Score -2329478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2329491.000000 Penalty: 5060.338379
	Iteration 58Q: 3 clusters Score -2329491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2329493.500000 Penalty: 5060.338379
	Iteration 59Q: 3 clusters Score -2329494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2329513.000000 Penalty: 5060.338379
	Iteration 60F: 3 clusters Score -2329513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2329513.750000 Penalty: 5060.338379
	Iteration 61Q: 3 clusters Score -2329514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2329513.000000 Penalty: 5060.338379
	Iteration 62Q: 3 clusters Score -2329513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2329512.750000 Penalty: 5060.338379
	Iteration 63Q: 3 clusters Score -2329513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2329520.250000 Penalty: 5060.338379
	Iteration 64Q: 3 clusters Score -2329520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2329527.000000 Penalty: 5060.338379
	Iteration 65Q: 3 clusters Score -2329527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2329528.000000 Penalty: 5060.338379
	Iteration 66Q: 3 clusters Score -2329528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2329535.000000 Penalty: 5060.338379
	Iteration 67Q: 3 clusters Score -2329535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2329538.250000 Penalty: 5060.338379
	Iteration 68Q: 3 clusters Score -2329538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2329543.750000 Penalty: 5060.338379
	Iteration 69Q: 3 clusters Score -2329544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2329543.750000 Penalty: 5060.338379
	Iteration 70Q: 3 clusters Score -2329544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2329545.250000 Penalty: 5060.338379
	Iteration 71Q: 3 clusters Score -2329545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2329553.750000 Penalty: 5060.338379
	Iteration 72Q: 3 clusters Score -2329554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2329550.500000 Penalty: 5060.338379
	Iteration 73Q: 3 clusters Score -2329550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2329558.250000 Penalty: 5060.338379
	Iteration 74Q: 3 clusters Score -2329558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2329564.000000 Penalty: 5060.338379
	Iteration 75Q: 3 clusters Score -2329564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2329564.500000 Penalty: 5060.338379
	Iteration 76Q: 3 clusters Score -2329564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2329563.250000 Penalty: 5060.338379
	Iteration 77Q: 3 clusters Score -2329563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2329565.500000 Penalty: 5060.338379
	Iteration 78Q: 3 clusters Score -2329566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2329573.250000 Penalty: 5060.338379
	Iteration 79Q: 3 clusters Score -2329573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2329572.750000 Penalty: 5060.338379
	Iteration 80F: 3 clusters Score -2329573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2329580.500000 Penalty: 5060.338379
	Iteration 81Q: 3 clusters Score -2329580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2329581.750000 Penalty: 5060.338379
	Iteration 82Q: 3 clusters Score -2329582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2329589.000000 Penalty: 5060.338379
	Iteration 83Q: 3 clusters Score -2329589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2329587.250000 Penalty: 5060.338379
	Iteration 84Q: 3 clusters Score -2329587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2329588.750000 Penalty: 5060.338379
	Iteration 85Q: 3 clusters Score -2329589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2329591.000000 Penalty: 5060.338379
	Iteration 86Q: 3 clusters Score -2329591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2329592.750000 Penalty: 5060.338379
	Iteration 87Q: 3 clusters Score -2329593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2329588.750000 Penalty: 5060.338379
	Iteration 88Q: 3 clusters Score -2329589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2329593.750000 Penalty: 5060.338379
	Iteration 89Q: 3 clusters Score -2329594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2329591.500000 Penalty: 5060.338379
	Iteration 90Q: 3 clusters Score -2329592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2329595.500000 Penalty: 5060.338379
	Iteration 91Q: 3 clusters Score -2329596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2329600.250000 Penalty: 5060.338379
	Iteration 92Q: 3 clusters Score -2329600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2329596.500000 Penalty: 5060.338379
	Iteration 93Q: 3 clusters Score -2329596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2329596.250000 Penalty: 5060.338379
	Iteration 94Q: 3 clusters Score -2329596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2329596.000000 Penalty: 5060.338379
	Iteration 95Q: 3 clusters Score -2329596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2329592.250000 Penalty: 5060.338379
	Iteration 96Q: 3 clusters Score -2329592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2329596.500000 Penalty: 5060.338379
	Iteration 97Q: 3 clusters Score -2329596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2329600.750000 Penalty: 5060.338379
	Iteration 98Q: 3 clusters Score -2329601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2329599.750000 Penalty: 5060.338379
	Iteration 99Q: 3 clusters Score -2329600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2329600.750000 Penalty: 5060.338379
	Iteration 100F: 3 clusters Score -2329601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2329597.750000 Penalty: 5060.338379
	Iteration 101Q: 3 clusters Score -2329598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2329600.750000 Penalty: 5060.338379
	Iteration 102Q: 3 clusters Score -2329601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2329600.750000 Penalty: 5060.338379
	Iteration 103F: 3 clusters Score -2329601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Entering Unmasked Estep 
Score: -4779231.500000 Penalty: 2699.912842
	Iteration 0F: 2 clusters Score -4779232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -4743227.500000 Penalty: 5399.825684
	Iteration 0F: 3 clusters Score -4743228 nChanged 24771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4756753.500000 Penalty: 5399.825684
	Iteration 1F: 3 clusters Score -4756754 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4757338.000000 Penalty: 5399.825684
	Iteration 2Q: 3 clusters Score -4757338 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4758051.500000 Penalty: 5399.825684
	Iteration 3Q: 3 clusters Score -4758052 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4759061.000000 Penalty: 5399.825684
	Iteration 4Q: 3 clusters Score -4759061 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4760399.500000 Penalty: 5399.825684
	Iteration 5F: 3 clusters Score -4760400 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4762605.500000 Penalty: 5399.825684
	Iteration 6F: 3 clusters Score -4762606 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4765800.500000 Penalty: 5399.825684
	Iteration 7F: 3 clusters Score -4765800 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4769612.000000 Penalty: 5399.825684
	Iteration 8F: 3 clusters Score -4769612 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -4772898.000000 Penalty: 5399.825684
	Iteration 9F: 3 clusters Score -4772898 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4775019.000000 Penalty: 5399.825684
	Iteration 10Q: 3 clusters Score -4775019 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4776230.500000 Penalty: 5399.825684
	Iteration 11Q: 3 clusters Score -4776230 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4776883.500000 Penalty: 5399.825684
	Iteration 12Q: 3 clusters Score -4776884 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4777222.000000 Penalty: 5399.825684
	Iteration 13Q: 3 clusters Score -4777222 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4777414.500000 Penalty: 5399.825684
	Iteration 14Q: 3 clusters Score -4777414 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4777496.000000 Penalty: 5399.825684
	Iteration 15Q: 3 clusters Score -4777496 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4777542.000000 Penalty: 5399.825684
	Iteration 16Q: 3 clusters Score -4777542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4777566.500000 Penalty: 5399.825684
	Iteration 17Q: 3 clusters Score -4777566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4777583.500000 Penalty: 5399.825684
	Iteration 18Q: 3 clusters Score -4777584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4777593.000000 Penalty: 5399.825684
	Iteration 19Q: 3 clusters Score -4777593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4777588.500000 Penalty: 5399.825684
	Iteration 20F: 3 clusters Score -4777588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4777602.500000 Penalty: 5399.825684
	Iteration 21Q: 3 clusters Score -4777602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4777602.000000 Penalty: 5399.825684
	Iteration 22Q: 3 clusters Score -4777602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4777612.500000 Penalty: 5399.825684
	Iteration 23Q: 3 clusters Score -4777612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4777617.500000 Penalty: 5399.825684
	Iteration 24Q: 3 clusters Score -4777618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4777621.000000 Penalty: 5399.825684
	Iteration 25Q: 3 clusters Score -4777621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4777625.500000 Penalty: 5399.825684
	Iteration 26Q: 3 clusters Score -4777626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4777622.000000 Penalty: 5399.825684
	Iteration 27Q: 3 clusters Score -4777622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4777623.000000 Penalty: 5399.825684
	Iteration 28Q: 3 clusters Score -4777623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4777623.500000 Penalty: 5399.825684
	Iteration 29Q: 3 clusters Score -4777624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4777632.000000 Penalty: 5399.825684
	Iteration 30Q: 3 clusters Score -4777632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4777633.500000 Penalty: 5399.825684
	Iteration 31Q: 3 clusters Score -4777634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4777632.500000 Penalty: 5399.825684
	Iteration 32Q: 3 clusters Score -4777632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4777627.500000 Penalty: 5399.825684
	Iteration 33Q: 3 clusters Score -4777628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4777628.000000 Penalty: 5399.825684
	Iteration 34Q: 3 clusters Score -4777628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4777625.500000 Penalty: 5399.825684
	Iteration 35Q: 3 clusters Score -4777626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4777626.000000 Penalty: 5399.825684
	Iteration 36Q: 3 clusters Score -4777626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4777626.000000 Penalty: 5399.825684
	Iteration 37F: 3 clusters Score -4777626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Entering Unmasked Estep 
Score: -3312982.250000 Penalty: 2637.930664
	Iteration 0F: 2 clusters Score -3312982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3284850.500000 Penalty: 5275.861328
	Iteration 0F: 3 clusters Score -3284850 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3296711.000000 Penalty: 5275.861328
	Iteration 1F: 3 clusters Score -3296711 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3298657.000000 Penalty: 5275.861328
	Iteration 2F: 3 clusters Score -3298657 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3300803.000000 Penalty: 5275.861328
	Iteration 3F: 3 clusters Score -3300803 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3302738.750000 Penalty: 5275.861328
	Iteration 4F: 3 clusters Score -3302739 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -3304302.000000 Penalty: 5275.861328
	Iteration 5F: 3 clusters Score -3304302 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3305372.750000 Penalty: 5275.861328
	Iteration 6F: 3 clusters Score -3305373 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3306059.750000 Penalty: 5275.861328
	Iteration 7Q: 3 clusters Score -3306060 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3306459.250000 Penalty: 5275.861328
	Iteration 8Q: 3 clusters Score -3306459 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3306810.500000 Penalty: 5275.861328
	Iteration 9Q: 3 clusters Score -3306810 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3307122.250000 Penalty: 5275.861328
	Iteration 10Q: 3 clusters Score -3307122 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3307419.500000 Penalty: 5275.861328
	Iteration 11Q: 3 clusters Score -3307420 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3307731.250000 Penalty: 5275.861328
	Iteration 12Q: 3 clusters Score -3307731 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3308021.750000 Penalty: 5275.861328
	Iteration 13Q: 3 clusters Score -3308022 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3308293.250000 Penalty: 5275.861328
	Iteration 14Q: 3 clusters Score -3308293 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3308565.500000 Penalty: 5275.861328
	Iteration 15Q: 3 clusters Score -3308566 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3308819.000000 Penalty: 5275.861328
	Iteration 16Q: 3 clusters Score -3308819 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3309069.250000 Penalty: 5275.861328
	Iteration 17Q: 3 clusters Score -3309069 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3309337.250000 Penalty: 5275.861328
	Iteration 18Q: 3 clusters Score -3309337 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3309643.000000 Penalty: 5275.861328
	Iteration 19Q: 3 clusters Score -3309643 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3309944.000000 Penalty: 5275.861328
	Iteration 20F: 3 clusters Score -3309944 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3310281.000000 Penalty: 5275.861328
	Iteration 21Q: 3 clusters Score -3310281 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3310640.500000 Penalty: 5275.861328
	Iteration 22Q: 3 clusters Score -3310640 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3311002.750000 Penalty: 5275.861328
	Iteration 23Q: 3 clusters Score -3311003 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3311342.250000 Penalty: 5275.861328
	Iteration 24Q: 3 clusters Score -3311342 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3311737.250000 Penalty: 5275.861328
	Iteration 25Q: 3 clusters Score -3311737 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3312176.500000 Penalty: 5275.861328
	Iteration 26Q: 3 clusters Score -3312176 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3312624.250000 Penalty: 5275.861328
	Iteration 27Q: 3 clusters Score -3312624 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3313029.500000 Penalty: 5275.861328
	Iteration 28Q: 3 clusters Score -3313030 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3313308.000000 Penalty: 5275.861328
	Iteration 29Q: 3 clusters Score -3313308 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3313487.750000 Penalty: 5275.861328
	Iteration 30Q: 3 clusters Score -3313488 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3313663.250000 Penalty: 5275.861328
	Iteration 31Q: 3 clusters Score -3313663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3313867.500000 Penalty: 5275.861328
	Iteration 32Q: 3 clusters Score -3313868 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3314015.500000 Penalty: 5275.861328
	Iteration 33Q: 3 clusters Score -3314016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3314075.000000 Penalty: 5275.861328
	Iteration 34Q: 3 clusters Score -3314075 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3314125.000000 Penalty: 5275.861328
	Iteration 35Q: 3 clusters Score -3314125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3314149.000000 Penalty: 5275.861328
	Iteration 36Q: 3 clusters Score -3314149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3314158.000000 Penalty: 5275.861328
	Iteration 37Q: 3 clusters Score -3314158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3314163.500000 Penalty: 5275.861328
	Iteration 38Q: 3 clusters Score -3314164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3314175.500000 Penalty: 5275.861328
	Iteration 39Q: 3 clusters Score -3314176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3314179.750000 Penalty: 5275.861328
	Iteration 40F: 3 clusters Score -3314180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3314172.500000 Penalty: 5275.861328
	Iteration 41Q: 3 clusters Score -3314172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3314181.250000 Penalty: 5275.861328
	Iteration 42Q: 3 clusters Score -3314181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3314185.750000 Penalty: 5275.861328
	Iteration 43Q: 3 clusters Score -3314186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3314185.750000 Penalty: 5275.861328
	Iteration 44Q: 3 clusters Score -3314186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3314186.500000 Penalty: 5275.861328
	Iteration 45Q: 3 clusters Score -3314186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3314189.750000 Penalty: 5275.861328
	Iteration 46Q: 3 clusters Score -3314190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3314184.750000 Penalty: 5275.861328
	Iteration 47Q: 3 clusters Score -3314185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3314196.750000 Penalty: 5275.861328
	Iteration 48Q: 3 clusters Score -3314197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3314194.250000 Penalty: 5275.861328
	Iteration 49Q: 3 clusters Score -3314194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3314192.500000 Penalty: 5275.861328
	Iteration 50Q: 3 clusters Score -3314192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3314191.250000 Penalty: 5275.861328
	Iteration 51Q: 3 clusters Score -3314191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3314191.500000 Penalty: 5275.861328
	Iteration 52Q: 3 clusters Score -3314192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3314191.250000 Penalty: 5275.861328
	Iteration 53Q: 3 clusters Score -3314191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3314191.500000 Penalty: 5275.861328
	Iteration 54Q: 3 clusters Score -3314192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3314194.250000 Penalty: 5275.861328
	Iteration 55Q: 3 clusters Score -3314194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3314193.000000 Penalty: 5275.861328
	Iteration 56Q: 3 clusters Score -3314193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3314193.250000 Penalty: 5275.861328
	Iteration 57Q: 3 clusters Score -3314193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3314202.500000 Penalty: 5275.861328
	Iteration 58Q: 3 clusters Score -3314202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3314201.500000 Penalty: 5275.861328
	Iteration 59Q: 3 clusters Score -3314202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3314203.750000 Penalty: 5275.861328
	Iteration 60F: 3 clusters Score -3314204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3314203.750000 Penalty: 5275.861328
	Iteration 61Q: 3 clusters Score -3314204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3314199.500000 Penalty: 5275.861328
	Iteration 62Q: 3 clusters Score -3314200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3314199.500000 Penalty: 5275.861328
	Iteration 63F: 3 clusters Score -3314200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 14511 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 413657 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 19220 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 8249 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25926 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 28821 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 329278 members 
Mstep: Class 23 contains 26965 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 38393 members 
Mstep: Class 26 contains 8453 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 21219 members 
Mstep: Class 30 contains 14140 members 
Mstep: Class 31 contains 12174 members 
Mstep: Class 32 contains 13394 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 6893 members 
Mstep: Class 35 contains 3486 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 3247 members 
Entering Unmasked Estep 
Score: -113000736.000000 Penalty: 132890.187500
Splitting cluster 25 changes total score from -113000160.000000 to -113000736.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -731845.875000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -731845.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -725128.500000 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -725128.5 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -727223.062500 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -727223.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -727617.375000 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -727617.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -727944.250000 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -727944.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -728234.875000 Penalty: 4484.969238
	Iteration 4F: 3 clusters Score -728234.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -728484.750000 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -728484.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -728706.812500 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -728706.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -728917.500000 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -728917.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -729075.625000 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -729075.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -729197.437500 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -729197.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -729291.000000 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -729291 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -729366.187500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -729366.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -729429.187500 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -729429.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -729484.875000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -729484.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -729534.437500 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -729534.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -729575.562500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -729575.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -729622.687500 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -729622.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -729650.125000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -729650.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -729674.125000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -729674.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -729692.500000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -729692.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -729706.125000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -729706.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -729715.437500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -729715.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -729725.250000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -729725.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -729729.875000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -729729.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -729735.187500 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -729735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -729739.562500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -729739.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -729745.250000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -729745.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -729751.250000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -729751.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -729756.000000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -729756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -729759.687500 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -729759.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -729764.562500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -729764.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -729768.875000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -729768.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -729772.875000 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -729772.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -729776.375000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -729776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -729778.187500 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -729778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -729781.187500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -729781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -729780.812500 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -729780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -729780.437500 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -729780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -729781.875000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -729781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -729781.437500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -729781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -729783.375000 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -729783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -729781.312500 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -729781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -729782.812500 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -729782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -729782.812500 Penalty: 4484.969238
	Iteration 43F: 3 clusters Score -729782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -182594.343750 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -182594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -179761.343750 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -179761.3 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -180347.453125 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -180347.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -180542.750000 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -180542.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -180706.015625 Penalty: 3847.072998
	Iteration 3F: 3 clusters Score -180706 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -180882.656250 Penalty: 3847.072998
	Iteration 4F: 3 clusters Score -180882.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -181055.703125 Penalty: 3847.072998
	Iteration 5F: 3 clusters Score -181055.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -181228.312500 Penalty: 3847.072998
	Iteration 6Q: 3 clusters Score -181228.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -181390.578125 Penalty: 3847.072998
	Iteration 7Q: 3 clusters Score -181390.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -181520.484375 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -181520.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -181637.593750 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -181637.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -181730.562500 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -181730.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -181810.796875 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -181810.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -181865.156250 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -181865.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -181899.984375 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -181900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -181923.453125 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -181923.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -181946.546875 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -181946.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -181962.546875 Penalty: 3847.072998
	Iteration 16Q: 3 clusters Score -181962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -181982.500000 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -181982.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -182056.656250 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -182056.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -182128.203125 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -182128.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -182140.703125 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -182140.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -182153.265625 Penalty: 3847.072998
	Iteration 21Q: 3 clusters Score -182153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -182160.609375 Penalty: 3847.072998
	Iteration 22Q: 3 clusters Score -182160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -182166.000000 Penalty: 3847.072998
	Iteration 23Q: 3 clusters Score -182166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -182169.609375 Penalty: 3847.072998
	Iteration 24Q: 3 clusters Score -182169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -182173.046875 Penalty: 3847.072998
	Iteration 25Q: 3 clusters Score -182173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -182173.890625 Penalty: 3847.072998
	Iteration 26Q: 3 clusters Score -182173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -182174.859375 Penalty: 3847.072998
	Iteration 27Q: 3 clusters Score -182174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -182175.281250 Penalty: 3847.072998
	Iteration 28Q: 3 clusters Score -182175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -182175.281250 Penalty: 3847.072998
	Iteration 29F: 3 clusters Score -182175.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Entering Unmasked Estep 
Score: -267272.156250 Penalty: 2018.798340
	Iteration 0F: 2 clusters Score -267272.2 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 1722 members 
Entering Unmasked Estep 
Score: -263723.250000 Penalty: 4037.596680
	Iteration 0F: 3 clusters Score -263723.2 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -264489.906250 Penalty: 4037.596680
	Iteration 1F: 3 clusters Score -264489.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -264799.250000 Penalty: 4037.596680
	Iteration 2F: 3 clusters Score -264799.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -265157.812500 Penalty: 4037.596680
	Iteration 3F: 3 clusters Score -265157.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -265559.406250 Penalty: 4037.596680
	Iteration 4F: 3 clusters Score -265559.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266005.062500 Penalty: 4037.596680
	Iteration 5F: 3 clusters Score -266005.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -266337.687500 Penalty: 4037.596680
	Iteration 6F: 3 clusters Score -266337.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -266514.531250 Penalty: 4037.596680
	Iteration 7Q: 3 clusters Score -266514.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -266639.625000 Penalty: 4037.596680
	Iteration 8Q: 3 clusters Score -266639.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -266729.968750 Penalty: 4037.596680
	Iteration 9Q: 3 clusters Score -266730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -266801.593750 Penalty: 4037.596680
	Iteration 10Q: 3 clusters Score -266801.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -266854.906250 Penalty: 4037.596680
	Iteration 11Q: 3 clusters Score -266854.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -266904.781250 Penalty: 4037.596680
	Iteration 12Q: 3 clusters Score -266904.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -266953.250000 Penalty: 4037.596680
	Iteration 13Q: 3 clusters Score -266953.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -266994.343750 Penalty: 4037.596680
	Iteration 14Q: 3 clusters Score -266994.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -267026.125000 Penalty: 4037.596680
	Iteration 15Q: 3 clusters Score -267026.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -267073.187500 Penalty: 4037.596680
	Iteration 16Q: 3 clusters Score -267073.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -267150.750000 Penalty: 4037.596680
	Iteration 17Q: 3 clusters Score -267150.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -267215.312500 Penalty: 4037.596680
	Iteration 18Q: 3 clusters Score -267215.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -267278.750000 Penalty: 4037.596680
	Iteration 19Q: 3 clusters Score -267278.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -267353.875000 Penalty: 4037.596680
	Iteration 20F: 3 clusters Score -267353.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -267418.062500 Penalty: 4037.596680
	Iteration 21Q: 3 clusters Score -267418.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -267454.187500 Penalty: 4037.596680
	Iteration 22Q: 3 clusters Score -267454.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -267476.968750 Penalty: 4037.596680
	Iteration 23Q: 3 clusters Score -267477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -267485.687500 Penalty: 4037.596680
	Iteration 24Q: 3 clusters Score -267485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -267487.781250 Penalty: 4037.596680
	Iteration 25Q: 3 clusters Score -267487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -267487.781250 Penalty: 4037.596680
	Iteration 26F: 3 clusters Score -267487.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 14511 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 413657 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 19220 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 8249 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25926 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 28821 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 329278 members 
Mstep: Class 23 contains 26965 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 38393 members 
Mstep: Class 26 contains 8453 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 1449 members 
Mstep: Class 29 contains 21219 members 
Mstep: Class 30 contains 14140 members 
Mstep: Class 31 contains 12174 members 
Mstep: Class 32 contains 13394 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 6893 members 
Mstep: Class 35 contains 3486 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 3247 members 
Mstep: Class 39 contains 1981 members 
Entering Unmasked Estep 
Score: -112999704.000000 Penalty: 136387.296875
Splitting cluster 28 changes total score from -113000160.000000 to -112999704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (21219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Entering Unmasked Estep 
Score: -1854345.125000 Penalty: 2470.737793
	Iteration 0F: 2 clusters Score -1854345 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 10748 members 
Entering Unmasked Estep 
Score: -1839545.375000 Penalty: 4941.475586
	Iteration 0F: 3 clusters Score -1839545 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1844714.250000 Penalty: 4941.475586
	Iteration 1F: 3 clusters Score -1844714 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1845262.750000 Penalty: 4941.475586
	Iteration 2F: 3 clusters Score -1845263 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1845793.875000 Penalty: 4941.475586
	Iteration 3F: 3 clusters Score -1845794 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1846393.875000 Penalty: 4941.475586
	Iteration 4Q: 3 clusters Score -1846394 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1847005.375000 Penalty: 4941.475586
	Iteration 5Q: 3 clusters Score -1847005 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1847620.500000 Penalty: 4941.475586
	Iteration 6F: 3 clusters Score -1847620 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1848266.750000 Penalty: 4941.475586
	Iteration 7F: 3 clusters Score -1848267 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1848942.875000 Penalty: 4941.475586
	Iteration 8Q: 3 clusters Score -1848943 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1849662.375000 Penalty: 4941.475586
	Iteration 9Q: 3 clusters Score -1849662 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -1850447.875000 Penalty: 4941.475586
	Iteration 10Q: 3 clusters Score -1850448 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1851158.250000 Penalty: 4941.475586
	Iteration 11Q: 3 clusters Score -1851158 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1851712.250000 Penalty: 4941.475586
	Iteration 12Q: 3 clusters Score -1851712 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1852064.750000 Penalty: 4941.475586
	Iteration 13Q: 3 clusters Score -1852065 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1852248.875000 Penalty: 4941.475586
	Iteration 14Q: 3 clusters Score -1852249 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1852328.375000 Penalty: 4941.475586
	Iteration 15Q: 3 clusters Score -1852328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1852374.750000 Penalty: 4941.475586
	Iteration 16Q: 3 clusters Score -1852375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1852399.500000 Penalty: 4941.475586
	Iteration 17Q: 3 clusters Score -1852400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1852420.625000 Penalty: 4941.475586
	Iteration 18Q: 3 clusters Score -1852421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1852435.375000 Penalty: 4941.475586
	Iteration 19Q: 3 clusters Score -1852435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1852439.750000 Penalty: 4941.475586
	Iteration 20F: 3 clusters Score -1852440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1852446.125000 Penalty: 4941.475586
	Iteration 21Q: 3 clusters Score -1852446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1852449.250000 Penalty: 4941.475586
	Iteration 22Q: 3 clusters Score -1852449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -1852453.125000 Penalty: 4941.475586
	Iteration 23Q: 3 clusters Score -1852453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1852457.125000 Penalty: 4941.475586
	Iteration 24Q: 3 clusters Score -1852457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1852463.000000 Penalty: 4941.475586
	Iteration 25Q: 3 clusters Score -1852463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1852464.250000 Penalty: 4941.475586
	Iteration 26Q: 3 clusters Score -1852464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1852467.500000 Penalty: 4941.475586
	Iteration 27Q: 3 clusters Score -1852468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1852466.000000 Penalty: 4941.475586
	Iteration 28Q: 3 clusters Score -1852466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -1852473.250000 Penalty: 4941.475586
	Iteration 29Q: 3 clusters Score -1852473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1852472.500000 Penalty: 4941.475586
	Iteration 30Q: 3 clusters Score -1852472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -1852471.000000 Penalty: 4941.475586
	Iteration 31Q: 3 clusters Score -1852471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1852479.250000 Penalty: 4941.475586
	Iteration 32Q: 3 clusters Score -1852479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1852478.125000 Penalty: 4941.475586
	Iteration 33Q: 3 clusters Score -1852478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1852478.000000 Penalty: 4941.475586
	Iteration 34Q: 3 clusters Score -1852478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1852477.625000 Penalty: 4941.475586
	Iteration 35Q: 3 clusters Score -1852478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1852480.625000 Penalty: 4941.475586
	Iteration 36Q: 3 clusters Score -1852481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1852480.875000 Penalty: 4941.475586
	Iteration 37Q: 3 clusters Score -1852481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1852480.875000 Penalty: 4941.475586
	Iteration 38F: 3 clusters Score -1852481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Entering Unmasked Estep 
Score: -1220561.500000 Penalty: 2370.077148
	Iteration 0F: 2 clusters Score -1220562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1210242.000000 Penalty: 4740.154297
	Iteration 0F: 3 clusters Score -1210242 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1213569.250000 Penalty: 4740.154297
	Iteration 1F: 3 clusters Score -1213569 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1214052.875000 Penalty: 4740.154297
	Iteration 2F: 3 clusters Score -1214053 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1214471.500000 Penalty: 4740.154297
	Iteration 3F: 3 clusters Score -1214472 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1214844.875000 Penalty: 4740.154297
	Iteration 4F: 3 clusters Score -1214845 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1215184.500000 Penalty: 4740.154297
	Iteration 5Q: 3 clusters Score -1215184 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1215555.000000 Penalty: 4740.154297
	Iteration 6Q: 3 clusters Score -1215555 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1215987.375000 Penalty: 4740.154297
	Iteration 7Q: 3 clusters Score -1215987 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1216457.000000 Penalty: 4740.154297
	Iteration 8Q: 3 clusters Score -1216457 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1216960.500000 Penalty: 4740.154297
	Iteration 9Q: 3 clusters Score -1216960 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1217439.875000 Penalty: 4740.154297
	Iteration 10Q: 3 clusters Score -1217440 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1217832.625000 Penalty: 4740.154297
	Iteration 11Q: 3 clusters Score -1217833 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1218061.000000 Penalty: 4740.154297
	Iteration 12Q: 3 clusters Score -1218061 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1218200.875000 Penalty: 4740.154297
	Iteration 13Q: 3 clusters Score -1218201 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1218295.500000 Penalty: 4740.154297
	Iteration 14Q: 3 clusters Score -1218296 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1218372.125000 Penalty: 4740.154297
	Iteration 15Q: 3 clusters Score -1218372 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1218437.875000 Penalty: 4740.154297
	Iteration 16Q: 3 clusters Score -1218438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1218506.875000 Penalty: 4740.154297
	Iteration 17Q: 3 clusters Score -1218507 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1218571.375000 Penalty: 4740.154297
	Iteration 18Q: 3 clusters Score -1218571 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1218630.000000 Penalty: 4740.154297
	Iteration 19Q: 3 clusters Score -1218630 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1218707.125000 Penalty: 4740.154297
	Iteration 20F: 3 clusters Score -1218707 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1218773.625000 Penalty: 4740.154297
	Iteration 21Q: 3 clusters Score -1218774 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1218841.500000 Penalty: 4740.154297
	Iteration 22Q: 3 clusters Score -1218842 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1218906.250000 Penalty: 4740.154297
	Iteration 23Q: 3 clusters Score -1218906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1218947.375000 Penalty: 4740.154297
	Iteration 24Q: 3 clusters Score -1218947 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1218977.750000 Penalty: 4740.154297
	Iteration 25Q: 3 clusters Score -1218978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1218998.250000 Penalty: 4740.154297
	Iteration 26Q: 3 clusters Score -1218998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1219012.500000 Penalty: 4740.154297
	Iteration 27Q: 3 clusters Score -1219012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1219026.500000 Penalty: 4740.154297
	Iteration 28Q: 3 clusters Score -1219026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1219046.750000 Penalty: 4740.154297
	Iteration 29Q: 3 clusters Score -1219047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1219060.875000 Penalty: 4740.154297
	Iteration 30Q: 3 clusters Score -1219061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1219074.250000 Penalty: 4740.154297
	Iteration 31Q: 3 clusters Score -1219074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1219080.125000 Penalty: 4740.154297
	Iteration 32Q: 3 clusters Score -1219080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1219088.250000 Penalty: 4740.154297
	Iteration 33Q: 3 clusters Score -1219088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1219094.125000 Penalty: 4740.154297
	Iteration 34Q: 3 clusters Score -1219094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1219101.375000 Penalty: 4740.154297
	Iteration 35Q: 3 clusters Score -1219101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1219101.750000 Penalty: 4740.154297
	Iteration 36Q: 3 clusters Score -1219102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1219102.250000 Penalty: 4740.154297
	Iteration 37Q: 3 clusters Score -1219102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1219102.125000 Penalty: 4740.154297
	Iteration 38Q: 3 clusters Score -1219102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1219101.875000 Penalty: 4740.154297
	Iteration 39Q: 3 clusters Score -1219102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1219104.875000 Penalty: 4740.154297
	Iteration 40F: 3 clusters Score -1219105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1219106.500000 Penalty: 4740.154297
	Iteration 41Q: 3 clusters Score -1219106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1219104.625000 Penalty: 4740.154297
	Iteration 42Q: 3 clusters Score -1219105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1219104.500000 Penalty: 4740.154297
	Iteration 43Q: 3 clusters Score -1219104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1219106.750000 Penalty: 4740.154297
	Iteration 44Q: 3 clusters Score -1219107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1219107.375000 Penalty: 4740.154297
	Iteration 45Q: 3 clusters Score -1219107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1219107.500000 Penalty: 4740.154297
	Iteration 46Q: 3 clusters Score -1219108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1219108.125000 Penalty: 4740.154297
	Iteration 47Q: 3 clusters Score -1219108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1219108.125000 Penalty: 4740.154297
	Iteration 48F: 3 clusters Score -1219108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Entering Unmasked Estep 
Score: -1056662.250000 Penalty: 2332.950439
	Iteration 0F: 2 clusters Score -1056662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1047550.875000 Penalty: 4665.900879
	Iteration 0F: 3 clusters Score -1047551 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1050428.500000 Penalty: 4665.900879
	Iteration 1F: 3 clusters Score -1050428 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1050895.625000 Penalty: 4665.900879
	Iteration 2F: 3 clusters Score -1050896 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1051488.625000 Penalty: 4665.900879
	Iteration 3F: 3 clusters Score -1051489 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1052349.500000 Penalty: 4665.900879
	Iteration 4F: 3 clusters Score -1052350 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1053313.125000 Penalty: 4665.900879
	Iteration 5F: 3 clusters Score -1053313 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1054095.250000 Penalty: 4665.900879
	Iteration 6F: 3 clusters Score -1054095 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1054602.000000 Penalty: 4665.900879
	Iteration 7F: 3 clusters Score -1054602 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1054906.000000 Penalty: 4665.900879
	Iteration 8Q: 3 clusters Score -1054906 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1055091.250000 Penalty: 4665.900879
	Iteration 9Q: 3 clusters Score -1055091 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1055222.875000 Penalty: 4665.900879
	Iteration 10Q: 3 clusters Score -1055223 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1055313.500000 Penalty: 4665.900879
	Iteration 11Q: 3 clusters Score -1055314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1055421.375000 Penalty: 4665.900879
	Iteration 12Q: 3 clusters Score -1055421 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1055523.500000 Penalty: 4665.900879
	Iteration 13Q: 3 clusters Score -1055524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1055651.625000 Penalty: 4665.900879
	Iteration 14Q: 3 clusters Score -1055652 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1055815.875000 Penalty: 4665.900879
	Iteration 15Q: 3 clusters Score -1055816 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1055988.375000 Penalty: 4665.900879
	Iteration 16Q: 3 clusters Score -1055988 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1056138.125000 Penalty: 4665.900879
	Iteration 17Q: 3 clusters Score -1056138 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1056241.875000 Penalty: 4665.900879
	Iteration 18Q: 3 clusters Score -1056242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1056292.250000 Penalty: 4665.900879
	Iteration 19Q: 3 clusters Score -1056292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1056323.250000 Penalty: 4665.900879
	Iteration 20F: 3 clusters Score -1056323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1056334.500000 Penalty: 4665.900879
	Iteration 21Q: 3 clusters Score -1056334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1056341.125000 Penalty: 4665.900879
	Iteration 22Q: 3 clusters Score -1056341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1056348.375000 Penalty: 4665.900879
	Iteration 23Q: 3 clusters Score -1056348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1056351.125000 Penalty: 4665.900879
	Iteration 24Q: 3 clusters Score -1056351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1056353.750000 Penalty: 4665.900879
	Iteration 25Q: 3 clusters Score -1056354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1056359.000000 Penalty: 4665.900879
	Iteration 26Q: 3 clusters Score -1056359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1056359.375000 Penalty: 4665.900879
	Iteration 27Q: 3 clusters Score -1056359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1056361.500000 Penalty: 4665.900879
	Iteration 28Q: 3 clusters Score -1056362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1056362.250000 Penalty: 4665.900879
	Iteration 29Q: 3 clusters Score -1056362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1056362.500000 Penalty: 4665.900879
	Iteration 30Q: 3 clusters Score -1056362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1056363.750000 Penalty: 4665.900879
	Iteration 31Q: 3 clusters Score -1056364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1056363.375000 Penalty: 4665.900879
	Iteration 32Q: 3 clusters Score -1056363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1056363.625000 Penalty: 4665.900879
	Iteration 33Q: 3 clusters Score -1056364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1056363.625000 Penalty: 4665.900879
	Iteration 34F: 3 clusters Score -1056364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Entering Unmasked Estep 
Score: -1182894.000000 Penalty: 2356.635498
	Iteration 0F: 2 clusters Score -1182894 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 6733 members 
Entering Unmasked Estep 
Score: -1173080.375000 Penalty: 4713.270996
	Iteration 0F: 3 clusters Score -1173080 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1176136.250000 Penalty: 4713.270996
	Iteration 1F: 3 clusters Score -1176136 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1176459.000000 Penalty: 4713.270996
	Iteration 2F: 3 clusters Score -1176459 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1176694.125000 Penalty: 4713.270996
	Iteration 3Q: 3 clusters Score -1176694 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1176894.750000 Penalty: 4713.270996
	Iteration 4Q: 3 clusters Score -1176895 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1177076.000000 Penalty: 4713.270996
	Iteration 5Q: 3 clusters Score -1177076 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1177237.750000 Penalty: 4713.270996
	Iteration 6Q: 3 clusters Score -1177238 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1177369.000000 Penalty: 4713.270996
	Iteration 7Q: 3 clusters Score -1177369 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1177501.250000 Penalty: 4713.270996
	Iteration 8Q: 3 clusters Score -1177501 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1177660.625000 Penalty: 4713.270996
	Iteration 9Q: 3 clusters Score -1177661 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1177862.500000 Penalty: 4713.270996
	Iteration 10Q: 3 clusters Score -1177862 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1178113.625000 Penalty: 4713.270996
	Iteration 11Q: 3 clusters Score -1178114 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1178417.250000 Penalty: 4713.270996
	Iteration 12Q: 3 clusters Score -1178417 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1178775.375000 Penalty: 4713.270996
	Iteration 13Q: 3 clusters Score -1178775 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1179180.250000 Penalty: 4713.270996
	Iteration 14Q: 3 clusters Score -1179180 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1179596.375000 Penalty: 4713.270996
	Iteration 15Q: 3 clusters Score -1179596 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1179949.750000 Penalty: 4713.270996
	Iteration 16Q: 3 clusters Score -1179950 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1180221.375000 Penalty: 4713.270996
	Iteration 17Q: 3 clusters Score -1180221 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1180433.875000 Penalty: 4713.270996
	Iteration 18Q: 3 clusters Score -1180434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1180594.875000 Penalty: 4713.270996
	Iteration 19Q: 3 clusters Score -1180595 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1180731.625000 Penalty: 4713.270996
	Iteration 20F: 3 clusters Score -1180732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1180804.500000 Penalty: 4713.270996
	Iteration 21Q: 3 clusters Score -1180804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1180860.500000 Penalty: 4713.270996
	Iteration 22Q: 3 clusters Score -1180860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1180901.125000 Penalty: 4713.270996
	Iteration 23Q: 3 clusters Score -1180901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1180928.500000 Penalty: 4713.270996
	Iteration 24Q: 3 clusters Score -1180928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1180948.125000 Penalty: 4713.270996
	Iteration 25Q: 3 clusters Score -1180948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1180963.250000 Penalty: 4713.270996
	Iteration 26Q: 3 clusters Score -1180963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1180974.500000 Penalty: 4713.270996
	Iteration 27Q: 3 clusters Score -1180974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1180981.125000 Penalty: 4713.270996
	Iteration 28Q: 3 clusters Score -1180981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1180983.250000 Penalty: 4713.270996
	Iteration 29Q: 3 clusters Score -1180983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1180988.750000 Penalty: 4713.270996
	Iteration 30Q: 3 clusters Score -1180989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1180990.375000 Penalty: 4713.270996
	Iteration 31Q: 3 clusters Score -1180990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1180990.625000 Penalty: 4713.270996
	Iteration 32Q: 3 clusters Score -1180991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1180989.750000 Penalty: 4713.270996
	Iteration 33Q: 3 clusters Score -1180990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1180989.750000 Penalty: 4713.270996
	Iteration 34Q: 3 clusters Score -1180990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1180989.750000 Penalty: 4713.270996
	Iteration 35F: 3 clusters Score -1180990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Entering Unmasked Estep 
Score: -1010248.875000 Penalty: 2327.346436
	Iteration 0F: 2 clusters Score -1010249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1001325.625000 Penalty: 4654.692871
	Iteration 0F: 3 clusters Score -1001326 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1004047.687500 Penalty: 4654.692871
	Iteration 1F: 3 clusters Score -1004048 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1004356.000000 Penalty: 4654.692871
	Iteration 2F: 3 clusters Score -1004356 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1004608.250000 Penalty: 4654.692871
	Iteration 3Q: 3 clusters Score -1004608 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1004845.250000 Penalty: 4654.692871
	Iteration 4Q: 3 clusters Score -1004845 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1005096.375000 Penalty: 4654.692871
	Iteration 5Q: 3 clusters Score -1005096 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1005312.250000 Penalty: 4654.692871
	Iteration 6Q: 3 clusters Score -1005312 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1005558.125000 Penalty: 4654.692871
	Iteration 7Q: 3 clusters Score -1005558 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1005801.375000 Penalty: 4654.692871
	Iteration 8Q: 3 clusters Score -1005801 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1006081.812500 Penalty: 4654.692871
	Iteration 9Q: 3 clusters Score -1006082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1006429.750000 Penalty: 4654.692871
	Iteration 10Q: 3 clusters Score -1006430 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1006775.000000 Penalty: 4654.692871
	Iteration 11Q: 3 clusters Score -1006775 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1007105.750000 Penalty: 4654.692871
	Iteration 12Q: 3 clusters Score -1007106 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1007395.187500 Penalty: 4654.692871
	Iteration 13Q: 3 clusters Score -1007395 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1007631.187500 Penalty: 4654.692871
	Iteration 14Q: 3 clusters Score -1007631 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1007803.687500 Penalty: 4654.692871
	Iteration 15Q: 3 clusters Score -1007804 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1007906.750000 Penalty: 4654.692871
	Iteration 16Q: 3 clusters Score -1007907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1007981.375000 Penalty: 4654.692871
	Iteration 17Q: 3 clusters Score -1007981 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1008053.000000 Penalty: 4654.692871
	Iteration 18Q: 3 clusters Score -1008053 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1008111.625000 Penalty: 4654.692871
	Iteration 19Q: 3 clusters Score -1008112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1008153.187500 Penalty: 4654.692871
	Iteration 20F: 3 clusters Score -1008153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1008185.687500 Penalty: 4654.692871
	Iteration 21Q: 3 clusters Score -1008186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1008207.250000 Penalty: 4654.692871
	Iteration 22Q: 3 clusters Score -1008207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1008230.437500 Penalty: 4654.692871
	Iteration 23Q: 3 clusters Score -1008230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1008246.437500 Penalty: 4654.692871
	Iteration 24Q: 3 clusters Score -1008246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1008258.312500 Penalty: 4654.692871
	Iteration 25Q: 3 clusters Score -1008258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1008270.625000 Penalty: 4654.692871
	Iteration 26Q: 3 clusters Score -1008271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1008283.062500 Penalty: 4654.692871
	Iteration 27Q: 3 clusters Score -1008283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1008290.375000 Penalty: 4654.692871
	Iteration 28Q: 3 clusters Score -1008290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1008297.562500 Penalty: 4654.692871
	Iteration 29Q: 3 clusters Score -1008298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1008305.125000 Penalty: 4654.692871
	Iteration 30Q: 3 clusters Score -1008305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1008311.312500 Penalty: 4654.692871
	Iteration 31Q: 3 clusters Score -1008311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1008317.812500 Penalty: 4654.692871
	Iteration 32Q: 3 clusters Score -1008318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1008322.937500 Penalty: 4654.692871
	Iteration 33Q: 3 clusters Score -1008323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1008324.875000 Penalty: 4654.692871
	Iteration 34Q: 3 clusters Score -1008325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1008324.875000 Penalty: 4654.692871
	Iteration 35Q: 3 clusters Score -1008325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1008332.875000 Penalty: 4654.692871
	Iteration 36Q: 3 clusters Score -1008333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1008337.812500 Penalty: 4654.692871
	Iteration 37Q: 3 clusters Score -1008338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1008338.125000 Penalty: 4654.692871
	Iteration 38Q: 3 clusters Score -1008338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1008342.937500 Penalty: 4654.692871
	Iteration 39Q: 3 clusters Score -1008343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1008344.562500 Penalty: 4654.692871
	Iteration 40F: 3 clusters Score -1008345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1008347.937500 Penalty: 4654.692871
	Iteration 41Q: 3 clusters Score -1008348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1008353.437500 Penalty: 4654.692871
	Iteration 42Q: 3 clusters Score -1008353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1008355.312500 Penalty: 4654.692871
	Iteration 43Q: 3 clusters Score -1008355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1008355.062500 Penalty: 4654.692871
	Iteration 44Q: 3 clusters Score -1008355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1008357.437500 Penalty: 4654.692871
	Iteration 45Q: 3 clusters Score -1008357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1008358.187500 Penalty: 4654.692871
	Iteration 46Q: 3 clusters Score -1008358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1008360.875000 Penalty: 4654.692871
	Iteration 47Q: 3 clusters Score -1008361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1008360.375000 Penalty: 4654.692871
	Iteration 48Q: 3 clusters Score -1008360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1008364.250000 Penalty: 4654.692871
	Iteration 49Q: 3 clusters Score -1008364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1008366.875000 Penalty: 4654.692871
	Iteration 50Q: 3 clusters Score -1008367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1008367.812500 Penalty: 4654.692871
	Iteration 51Q: 3 clusters Score -1008368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1008368.625000 Penalty: 4654.692871
	Iteration 52Q: 3 clusters Score -1008369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1008370.125000 Penalty: 4654.692871
	Iteration 53Q: 3 clusters Score -1008370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1008371.062500 Penalty: 4654.692871
	Iteration 54Q: 3 clusters Score -1008371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1008371.062500 Penalty: 4654.692871
	Iteration 55F: 3 clusters Score -1008371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Entering Unmasked Estep 
Score: -558145.312500 Penalty: 2191.888916
	Iteration 0F: 2 clusters Score -558145.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -552521.562500 Penalty: 4383.777832
	Iteration 0F: 3 clusters Score -552521.6 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -554150.750000 Penalty: 4383.777832
	Iteration 1F: 3 clusters Score -554150.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -554453.125000 Penalty: 4383.777832
	Iteration 2F: 3 clusters Score -554453.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -554603.437500 Penalty: 4383.777832
	Iteration 3Q: 3 clusters Score -554603.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -554702.750000 Penalty: 4383.777832
	Iteration 4Q: 3 clusters Score -554702.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -554781.812500 Penalty: 4383.777832
	Iteration 5Q: 3 clusters Score -554781.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -554847.500000 Penalty: 4383.777832
	Iteration 6Q: 3 clusters Score -554847.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -554900.687500 Penalty: 4383.777832
	Iteration 7Q: 3 clusters Score -554900.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -554951.125000 Penalty: 4383.777832
	Iteration 8Q: 3 clusters Score -554951.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -555003.437500 Penalty: 4383.777832
	Iteration 9Q: 3 clusters Score -555003.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -555051.812500 Penalty: 4383.777832
	Iteration 10Q: 3 clusters Score -555051.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -555094.562500 Penalty: 4383.777832
	Iteration 11Q: 3 clusters Score -555094.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -555136.687500 Penalty: 4383.777832
	Iteration 12Q: 3 clusters Score -555136.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -555185.125000 Penalty: 4383.777832
	Iteration 13Q: 3 clusters Score -555185.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -555234.500000 Penalty: 4383.777832
	Iteration 14Q: 3 clusters Score -555234.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -555284.562500 Penalty: 4383.777832
	Iteration 15Q: 3 clusters Score -555284.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -555336.625000 Penalty: 4383.777832
	Iteration 16Q: 3 clusters Score -555336.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -555391.937500 Penalty: 4383.777832
	Iteration 17Q: 3 clusters Score -555391.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -555450.125000 Penalty: 4383.777832
	Iteration 18Q: 3 clusters Score -555450.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -555504.875000 Penalty: 4383.777832
	Iteration 19Q: 3 clusters Score -555504.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -555566.625000 Penalty: 4383.777832
	Iteration 20F: 3 clusters Score -555566.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -555639.687500 Penalty: 4383.777832
	Iteration 21Q: 3 clusters Score -555639.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -555716.312500 Penalty: 4383.777832
	Iteration 22Q: 3 clusters Score -555716.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -555784.750000 Penalty: 4383.777832
	Iteration 23Q: 3 clusters Score -555784.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -555841.125000 Penalty: 4383.777832
	Iteration 24Q: 3 clusters Score -555841.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -555885.125000 Penalty: 4383.777832
	Iteration 25Q: 3 clusters Score -555885.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -555913.625000 Penalty: 4383.777832
	Iteration 26Q: 3 clusters Score -555913.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -555933.625000 Penalty: 4383.777832
	Iteration 27Q: 3 clusters Score -555933.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -555954.250000 Penalty: 4383.777832
	Iteration 28Q: 3 clusters Score -555954.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -555976.375000 Penalty: 4383.777832
	Iteration 29Q: 3 clusters Score -555976.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -555993.812500 Penalty: 4383.777832
	Iteration 30Q: 3 clusters Score -555993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -556004.187500 Penalty: 4383.777832
	Iteration 31Q: 3 clusters Score -556004.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -556019.812500 Penalty: 4383.777832
	Iteration 32Q: 3 clusters Score -556019.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -556041.187500 Penalty: 4383.777832
	Iteration 33Q: 3 clusters Score -556041.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -556068.875000 Penalty: 4383.777832
	Iteration 34Q: 3 clusters Score -556068.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -556094.250000 Penalty: 4383.777832
	Iteration 35Q: 3 clusters Score -556094.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -556116.937500 Penalty: 4383.777832
	Iteration 36Q: 3 clusters Score -556116.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -556141.812500 Penalty: 4383.777832
	Iteration 37Q: 3 clusters Score -556141.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -556173.687500 Penalty: 4383.777832
	Iteration 38Q: 3 clusters Score -556173.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -556199.937500 Penalty: 4383.777832
	Iteration 39Q: 3 clusters Score -556199.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -556218.750000 Penalty: 4383.777832
	Iteration 40F: 3 clusters Score -556218.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -556232.687500 Penalty: 4383.777832
	Iteration 41Q: 3 clusters Score -556232.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -556254.312500 Penalty: 4383.777832
	Iteration 42Q: 3 clusters Score -556254.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -556277.500000 Penalty: 4383.777832
	Iteration 43Q: 3 clusters Score -556277.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -556296.062500 Penalty: 4383.777832
	Iteration 44Q: 3 clusters Score -556296.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -556315.000000 Penalty: 4383.777832
	Iteration 45Q: 3 clusters Score -556315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -556333.250000 Penalty: 4383.777832
	Iteration 46Q: 3 clusters Score -556333.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -556350.812500 Penalty: 4383.777832
	Iteration 47Q: 3 clusters Score -556350.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -556378.125000 Penalty: 4383.777832
	Iteration 48Q: 3 clusters Score -556378.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -556405.000000 Penalty: 4383.777832
	Iteration 49Q: 3 clusters Score -556405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -556435.187500 Penalty: 4383.777832
	Iteration 50Q: 3 clusters Score -556435.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -556466.687500 Penalty: 4383.777832
	Iteration 51Q: 3 clusters Score -556466.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -556495.937500 Penalty: 4383.777832
	Iteration 52Q: 3 clusters Score -556495.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -556524.562500 Penalty: 4383.777832
	Iteration 53Q: 3 clusters Score -556524.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -556548.000000 Penalty: 4383.777832
	Iteration 54Q: 3 clusters Score -556548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -556561.687500 Penalty: 4383.777832
	Iteration 55Q: 3 clusters Score -556561.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -556570.375000 Penalty: 4383.777832
	Iteration 56Q: 3 clusters Score -556570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -556577.250000 Penalty: 4383.777832
	Iteration 57Q: 3 clusters Score -556577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -556579.437500 Penalty: 4383.777832
	Iteration 58Q: 3 clusters Score -556579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -556580.750000 Penalty: 4383.777832
	Iteration 59Q: 3 clusters Score -556580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -556585.125000 Penalty: 4383.777832
	Iteration 60F: 3 clusters Score -556585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -556586.500000 Penalty: 4383.777832
	Iteration 61Q: 3 clusters Score -556586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -556587.062500 Penalty: 4383.777832
	Iteration 62Q: 3 clusters Score -556587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -556590.000000 Penalty: 4383.777832
	Iteration 63Q: 3 clusters Score -556590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -556591.062500 Penalty: 4383.777832
	Iteration 64Q: 3 clusters Score -556591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -556591.062500 Penalty: 4383.777832
	Iteration 65F: 3 clusters Score -556591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Entering Unmasked Estep 
Score: -289639.000000 Penalty: 2022.814575
	Iteration 0F: 2 clusters Score -289639 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 1728 members 
Entering Unmasked Estep 
Score: -286098.750000 Penalty: 4045.629150
	Iteration 0F: 3 clusters Score -286098.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -286862.343750 Penalty: 4045.629150
	Iteration 1F: 3 clusters Score -286862.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -287064.281250 Penalty: 4045.629150
	Iteration 2F: 3 clusters Score -287064.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -287200.750000 Penalty: 4045.629150
	Iteration 3F: 3 clusters Score -287200.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -287278.031250 Penalty: 4045.629150
	Iteration 4Q: 3 clusters Score -287278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -287335.906250 Penalty: 4045.629150
	Iteration 5Q: 3 clusters Score -287335.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -287387.093750 Penalty: 4045.629150
	Iteration 6Q: 3 clusters Score -287387.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -287428.062500 Penalty: 4045.629150
	Iteration 7Q: 3 clusters Score -287428.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -287473.156250 Penalty: 4045.629150
	Iteration 8Q: 3 clusters Score -287473.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -287533.625000 Penalty: 4045.629150
	Iteration 9Q: 3 clusters Score -287533.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -287635.843750 Penalty: 4045.629150
	Iteration 10Q: 3 clusters Score -287635.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -287791.406250 Penalty: 4045.629150
	Iteration 11Q: 3 clusters Score -287791.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -287974.031250 Penalty: 4045.629150
	Iteration 12Q: 3 clusters Score -287974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -288236.750000 Penalty: 4045.629150
	Iteration 13Q: 3 clusters Score -288236.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -288511.093750 Penalty: 4045.629150
	Iteration 14Q: 3 clusters Score -288511.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -288861.218750 Penalty: 4045.629150
	Iteration 15F: 3 clusters Score -288861.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -289455.000000 Penalty: 4045.629150
	Iteration 16F: 3 clusters Score -289455 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -289922.593750 Penalty: 4045.629150
	Iteration 17F: 3 clusters Score -289922.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -290232.281250 Penalty: 4045.629150
	Iteration 18Q: 3 clusters Score -290232.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -290436.406250 Penalty: 4045.629150
	Iteration 19Q: 3 clusters Score -290436.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -290547.156250 Penalty: 4045.629150
	Iteration 20F: 3 clusters Score -290547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -290560.843750 Penalty: 4045.629150
	Iteration 21Q: 3 clusters Score -290560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -290562.343750 Penalty: 4045.629150
	Iteration 22Q: 3 clusters Score -290562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -290562.281250 Penalty: 4045.629150
	Iteration 23Q: 3 clusters Score -290562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -290562.468750 Penalty: 4045.629150
	Iteration 24Q: 3 clusters Score -290562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -290562.468750 Penalty: 4045.629150
	Iteration 25F: 3 clusters Score -290562.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 14511 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 413657 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 19220 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 8249 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25926 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 28821 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 329278 members 
Mstep: Class 23 contains 26965 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 38393 members 
Mstep: Class 26 contains 8453 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 21219 members 
Mstep: Class 30 contains 14140 members 
Mstep: Class 31 contains 12174 members 
Mstep: Class 32 contains 13394 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 6893 members 
Mstep: Class 35 contains 1117 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 3247 members 
Mstep: Class 39 contains 2369 members 
Entering Unmasked Estep 
Score: -113000152.000000 Penalty: 136387.296875
Splitting cluster 35 changes total score from -113000160.000000 to -113000152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -257346.406250 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -257346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -254013.000000 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -254013 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -254748.500000 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -254748.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -254915.203125 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -254915.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -255027.000000 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -255027 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -255137.890625 Penalty: 3981.628174
	Iteration 4Q: 3 clusters Score -255137.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -255240.046875 Penalty: 3981.628174
	Iteration 5Q: 3 clusters Score -255240 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -255345.546875 Penalty: 3981.628174
	Iteration 6Q: 3 clusters Score -255345.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -255436.359375 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -255436.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -255540.250000 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -255540.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -255635.265625 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -255635.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -255714.218750 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -255714.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -255798.031250 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -255798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -255885.156250 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -255885.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -255972.250000 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -255972.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -256031.421875 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -256031.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -256066.890625 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -256066.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -256087.343750 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -256087.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -256099.828125 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -256099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -256108.578125 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -256108.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -256113.812500 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -256113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -256117.984375 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -256118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -256121.000000 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -256121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -256123.125000 Penalty: 3981.628174
	Iteration 22Q: 3 clusters Score -256123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -256127.296875 Penalty: 3981.628174
	Iteration 23Q: 3 clusters Score -256127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -256133.421875 Penalty: 3981.628174
	Iteration 24Q: 3 clusters Score -256133.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -256133.421875 Penalty: 3981.628174
	Iteration 25F: 3 clusters Score -256133.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 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 433 members 
Entering Unmasked Estep 
Score: -70556.734375 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70556.73 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70846.492188 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70846.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71007.429688 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -71007.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71120.101562 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -71120.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71207.992188 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -71207.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71383.437500 Penalty: 3376.187500
	Iteration 5F: 3 clusters Score -71383.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71581.015625 Penalty: 3376.187500
	Iteration 6F: 3 clusters Score -71581.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71781.984375 Penalty: 3376.187500
	Iteration 7F: 3 clusters Score -71781.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72007.101562 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -72007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72097.078125 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -72097.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72137.226562 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -72137.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72147.976562 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -72147.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72158.609375 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -72158.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72169.062500 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -72169.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72173.757812 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -72173.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72174.820312 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -72174.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72174.820312 Penalty: 3376.187500
	Iteration 16F: 3 clusters Score -72174.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 101577 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 12169 members 
Mstep: Class 6 contains 14511 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 413657 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8373 members 
Mstep: Class 11 contains 19220 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 10891 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 8249 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25926 members 
Mstep: Class 19 contains 6136 members 
Mstep: Class 20 contains 28821 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 329278 members 
Mstep: Class 23 contains 26965 members 
Mstep: Class 24 contains 53463 members 
Mstep: Class 25 contains 38393 members 
Mstep: Class 26 contains 8453 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 3430 members 
Mstep: Class 29 contains 21219 members 
Mstep: Class 30 contains 14140 members 
Mstep: Class 31 contains 12174 members 
Mstep: Class 32 contains 13394 members 
Mstep: Class 33 contains 11902 members 
Mstep: Class 34 contains 6893 members 
Mstep: Class 35 contains 3486 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001304.000000 Penalty: 132890.187500
Iteration 119Q: 39 clusters Score -1.130013e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 101614 members 
Mstep: Class 4 contains 10328 members 
Mstep: Class 5 contains 12216 members 
Mstep: Class 6 contains 14557 members 
Mstep: Class 7 contains 7373 members 
Mstep: Class 8 contains 413824 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8374 members 
Mstep: Class 11 contains 19224 members 
Mstep: Class 12 contains 4374 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 10897 members 
Mstep: Class 15 contains 5714 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 25951 members 
Mstep: Class 19 contains 6105 members 
Mstep: Class 20 contains 28858 members 
Mstep: Class 21 contains 5425 members 
Mstep: Class 22 contains 329434 members 
Mstep: Class 23 contains 26962 members 
Mstep: Class 24 contains 53464 members 
Mstep: Class 25 contains 37416 members 
Mstep: Class 26 contains 8444 members 
Mstep: Class 27 contains 2307 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 21222 members 
Mstep: Class 30 contains 14165 members 
Mstep: Class 31 contains 12164 members 
Mstep: Class 32 contains 13435 members 
Mstep: Class 33 contains 12039 members 
Mstep: Class 34 contains 6946 members 
Mstep: Class 35 contains 3490 members 
Mstep: Class 36 contains 3066 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 3207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002880.000000 Penalty: 132890.187500
Iteration 120F: 39 clusters Score -1.130029e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 101644 members 
Mstep: Class 4 contains 10328 members 
Mstep: Class 5 contains 12249 members 
Mstep: Class 6 contains 14601 members 
Mstep: Class 7 contains 7365 members 
Mstep: Class 8 contains 413663 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 8362 members 
Mstep: Class 11 contains 19225 members 
Mstep: Class 12 contains 4373 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 16 contains 8288 members 
Mstep: Class 17 contains 16878 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 6059 members 
Mstep: Class 20 contains 28876 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 329360 members 
Mstep: Class 23 contains 26953 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 36738 members 
Mstep: Class 26 contains 8438 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 3353 members 
Mstep: Class 29 contains 21214 members 
Mstep: Class 30 contains 14197 members 
Mstep: Class 31 contains 12147 members 
Mstep: Class 32 contains 13464 members 
Mstep: Class 33 contains 12144 members 
Mstep: Class 34 contains 6975 members 
Mstep: Class 35 contains 3493 members 
Mstep: Class 36 contains 3065 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 4186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003336.000000 Penalty: 132890.187500
Iteration 121Q: 39 clusters Score -1.130033e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 101658 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 12270 members 
Mstep: Class 6 contains 14633 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 413540 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 8358 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 10892 members 
Mstep: Class 15 contains 5694 members 
Mstep: Class 16 contains 8304 members 
Mstep: Class 17 contains 16879 members 
Mstep: Class 18 contains 25936 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 28882 members 
Mstep: Class 21 contains 5456 members 
Mstep: Class 22 contains 329350 members 
Mstep: Class 23 contains 26936 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 36241 members 
Mstep: Class 26 contains 8429 members 
Mstep: Class 27 contains 2263 members 
Mstep: Class 28 contains 3328 members 
Mstep: Class 29 contains 21198 members 
Mstep: Class 30 contains 14223 members 
Mstep: Class 31 contains 12140 members 
Mstep: Class 32 contains 13499 members 
Mstep: Class 33 contains 12232 members 
Mstep: Class 34 contains 7034 members 
Mstep: Class 35 contains 3493 members 
Mstep: Class 36 contains 3065 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003584.000000 Penalty: 132890.187500
Iteration 122Q: 39 clusters Score -1.130036e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 101679 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 14660 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 413461 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8350 members 
Mstep: Class 11 contains 19224 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 5704 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 5997 members 
Mstep: Class 20 contains 28891 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 329360 members 
Mstep: Class 23 contains 26918 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 35873 members 
Mstep: Class 26 contains 8428 members 
Mstep: Class 27 contains 2250 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 21182 members 
Mstep: Class 30 contains 14240 members 
Mstep: Class 31 contains 12126 members 
Mstep: Class 32 contains 13533 members 
Mstep: Class 33 contains 12319 members 
Mstep: Class 34 contains 7070 members 
Mstep: Class 35 contains 3495 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 5047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003584.000000 Penalty: 132890.187500
Iteration 123Q: 39 clusters Score -1.130036e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 101686 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 5 contains 12299 members 
Mstep: Class 6 contains 14696 members 
Mstep: Class 7 contains 7330 members 
Mstep: Class 8 contains 413383 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8344 members 
Mstep: Class 11 contains 19227 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 4746 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 8314 members 
Mstep: Class 17 contains 16874 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 28900 members 
Mstep: Class 21 contains 5498 members 
Mstep: Class 22 contains 329383 members 
Mstep: Class 23 contains 26905 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 35539 members 
Mstep: Class 26 contains 8427 members 
Mstep: Class 27 contains 2226 members 
Mstep: Class 28 contains 3289 members 
Mstep: Class 29 contains 21168 members 
Mstep: Class 30 contains 14265 members 
Mstep: Class 31 contains 12114 members 
Mstep: Class 32 contains 13557 members 
Mstep: Class 33 contains 12388 members 
Mstep: Class 34 contains 7103 members 
Mstep: Class 35 contains 3492 members 
Mstep: Class 36 contains 3062 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003616.000000 Penalty: 132890.187500
Iteration 124Q: 39 clusters Score -1.130036e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 101692 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 12310 members 
Mstep: Class 6 contains 14719 members 
Mstep: Class 7 contains 7316 members 
Mstep: Class 8 contains 413322 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8339 members 
Mstep: Class 11 contains 19231 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 16871 members 
Mstep: Class 18 contains 25959 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 28894 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 329412 members 
Mstep: Class 23 contains 26892 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 35250 members 
Mstep: Class 26 contains 8427 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 3277 members 
Mstep: Class 29 contains 21155 members 
Mstep: Class 30 contains 14287 members 
Mstep: Class 31 contains 12108 members 
Mstep: Class 32 contains 13572 members 
Mstep: Class 33 contains 12445 members 
Mstep: Class 34 contains 7133 members 
Mstep: Class 35 contains 3491 members 
Mstep: Class 36 contains 3062 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 5515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003408.000000 Penalty: 132890.187500
Iteration 125Q: 39 clusters Score -1.130034e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 101699 members 
Mstep: Class 4 contains 10341 members 
Mstep: Class 5 contains 12313 members 
Mstep: Class 6 contains 14738 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 413277 members 
Mstep: Class 9 contains 8458 members 
Mstep: Class 10 contains 8340 members 
Mstep: Class 11 contains 19232 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 4777 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 5716 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 25965 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 28891 members 
Mstep: Class 21 contains 5524 members 
Mstep: Class 22 contains 329419 members 
Mstep: Class 23 contains 26883 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 35042 members 
Mstep: Class 26 contains 8427 members 
Mstep: Class 27 contains 2205 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 21148 members 
Mstep: Class 30 contains 14299 members 
Mstep: Class 31 contains 12098 members 
Mstep: Class 32 contains 13585 members 
Mstep: Class 33 contains 12474 members 
Mstep: Class 34 contains 7150 members 
Mstep: Class 35 contains 3491 members 
Mstep: Class 36 contains 3063 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003688.000000 Penalty: 132890.187500
Iteration 126Q: 39 clusters Score -1.130037e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 101710 members 
Mstep: Class 4 contains 10352 members 
Mstep: Class 5 contains 12311 members 
Mstep: Class 6 contains 14760 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 413226 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8342 members 
Mstep: Class 11 contains 19233 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 4795 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5716 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 16865 members 
Mstep: Class 18 contains 25970 members 
Mstep: Class 19 contains 5918 members 
Mstep: Class 20 contains 28895 members 
Mstep: Class 21 contains 5537 members 
Mstep: Class 22 contains 329420 members 
Mstep: Class 23 contains 26877 members 
Mstep: Class 24 contains 53479 members 
Mstep: Class 25 contains 34857 members 
Mstep: Class 26 contains 8429 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 3258 members 
Mstep: Class 29 contains 21143 members 
Mstep: Class 30 contains 14311 members 
Mstep: Class 31 contains 12091 members 
Mstep: Class 32 contains 13587 members 
Mstep: Class 33 contains 12516 members 
Mstep: Class 34 contains 7155 members 
Mstep: Class 35 contains 3494 members 
Mstep: Class 36 contains 3062 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003808.000000 Penalty: 132890.187500
Iteration 127Q: 39 clusters Score -1.130038e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 6066 members 
Mstep: Class 3 contains 101708 members 
Mstep: Class 4 contains 10362 members 
Mstep: Class 5 contains 12322 members 
Mstep: Class 6 contains 14779 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 413182 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8342 members 
Mstep: Class 11 contains 19234 members 
Mstep: Class 12 contains 4427 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 5718 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 16863 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5900 members 
Mstep: Class 20 contains 28893 members 
Mstep: Class 21 contains 5549 members 
Mstep: Class 22 contains 329419 members 
Mstep: Class 23 contains 26857 members 
Mstep: Class 24 contains 53476 members 
Mstep: Class 25 contains 34702 members 
Mstep: Class 26 contains 8429 members 
Mstep: Class 27 contains 2185 members 
Mstep: Class 28 contains 3251 members 
Mstep: Class 29 contains 21137 members 
Mstep: Class 30 contains 14321 members 
Mstep: Class 31 contains 12085 members 
Mstep: Class 32 contains 13594 members 
Mstep: Class 33 contains 12553 members 
Mstep: Class 34 contains 7162 members 
Mstep: Class 35 contains 3495 members 
Mstep: Class 36 contains 3063 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003880.000000 Penalty: 132890.187500
Iteration 128Q: 39 clusters Score -1.130039e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 6072 members 
Mstep: Class 3 contains 101703 members 
Mstep: Class 4 contains 10370 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 14791 members 
Mstep: Class 7 contains 7295 members 
Mstep: Class 8 contains 413138 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8341 members 
Mstep: Class 11 contains 19237 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 10868 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 16863 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5889 members 
Mstep: Class 20 contains 28892 members 
Mstep: Class 21 contains 5546 members 
Mstep: Class 22 contains 329405 members 
Mstep: Class 23 contains 26854 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 34562 members 
Mstep: Class 26 contains 8425 members 
Mstep: Class 27 contains 2179 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 21130 members 
Mstep: Class 30 contains 14329 members 
Mstep: Class 31 contains 12080 members 
Mstep: Class 32 contains 13609 members 
Mstep: Class 33 contains 12599 members 
Mstep: Class 34 contains 7163 members 
Mstep: Class 35 contains 3495 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004032.000000 Penalty: 132890.187500
Iteration 129Q: 39 clusters Score -1.13004e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 101701 members 
Mstep: Class 4 contains 10377 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 413087 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8342 members 
Mstep: Class 11 contains 19237 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 5723 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5878 members 
Mstep: Class 20 contains 28894 members 
Mstep: Class 21 contains 5555 members 
Mstep: Class 22 contains 329411 members 
Mstep: Class 23 contains 26845 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 34416 members 
Mstep: Class 26 contains 8423 members 
Mstep: Class 27 contains 2168 members 
Mstep: Class 28 contains 3243 members 
Mstep: Class 29 contains 21125 members 
Mstep: Class 30 contains 14337 members 
Mstep: Class 31 contains 12069 members 
Mstep: Class 32 contains 13629 members 
Mstep: Class 33 contains 12651 members 
Mstep: Class 34 contains 7164 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004016.000000 Penalty: 132890.187500
Iteration 130Q: 39 clusters Score -1.13004e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 6078 members 
Mstep: Class 3 contains 101694 members 
Mstep: Class 4 contains 10383 members 
Mstep: Class 5 contains 12337 members 
Mstep: Class 6 contains 14816 members 
Mstep: Class 7 contains 7289 members 
Mstep: Class 8 contains 413041 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 19238 members 
Mstep: Class 12 contains 4434 members 
Mstep: Class 13 contains 4823 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 15 contains 5726 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 25998 members 
Mstep: Class 19 contains 5863 members 
Mstep: Class 20 contains 28895 members 
Mstep: Class 21 contains 5564 members 
Mstep: Class 22 contains 329412 members 
Mstep: Class 23 contains 26837 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 34320 members 
Mstep: Class 26 contains 8422 members 
Mstep: Class 27 contains 2159 members 
Mstep: Class 28 contains 3242 members 
Mstep: Class 29 contains 21121 members 
Mstep: Class 30 contains 14346 members 
Mstep: Class 31 contains 12064 members 
Mstep: Class 32 contains 13636 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 7174 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 3065 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004208.000000 Penalty: 132890.187500
Iteration 131Q: 39 clusters Score -1.130042e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 6084 members 
Mstep: Class 3 contains 101696 members 
Mstep: Class 4 contains 10395 members 
Mstep: Class 5 contains 12343 members 
Mstep: Class 6 contains 14828 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 413009 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8338 members 
Mstep: Class 11 contains 19237 members 
Mstep: Class 12 contains 4436 members 
Mstep: Class 13 contains 4827 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 8328 members 
Mstep: Class 17 contains 16872 members 
Mstep: Class 18 contains 26006 members 
Mstep: Class 19 contains 5848 members 
Mstep: Class 20 contains 28899 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 329414 members 
Mstep: Class 23 contains 26834 members 
Mstep: Class 24 contains 53476 members 
Mstep: Class 25 contains 34238 members 
Mstep: Class 26 contains 8421 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 3239 members 
Mstep: Class 29 contains 21109 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 12055 members 
Mstep: Class 32 contains 13648 members 
Mstep: Class 33 contains 12713 members 
Mstep: Class 34 contains 7185 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 3065 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004248.000000 Penalty: 132890.187500
Iteration 132Q: 39 clusters Score -1.130042e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 6088 members 
Mstep: Class 3 contains 101697 members 
Mstep: Class 4 contains 10400 members 
Mstep: Class 5 contains 12350 members 
Mstep: Class 6 contains 14841 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 412980 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8336 members 
Mstep: Class 11 contains 19241 members 
Mstep: Class 12 contains 4439 members 
Mstep: Class 13 contains 4828 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 5731 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26013 members 
Mstep: Class 19 contains 5834 members 
Mstep: Class 20 contains 28901 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 329408 members 
Mstep: Class 23 contains 26828 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 34174 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 3237 members 
Mstep: Class 29 contains 21096 members 
Mstep: Class 30 contains 14354 members 
Mstep: Class 31 contains 12050 members 
Mstep: Class 32 contains 13657 members 
Mstep: Class 33 contains 12735 members 
Mstep: Class 34 contains 7193 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3065 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004352.000000 Penalty: 132890.187500
Iteration 133Q: 39 clusters Score -1.130044e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 101695 members 
Mstep: Class 4 contains 10409 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 412942 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8335 members 
Mstep: Class 11 contains 19242 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 5728 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26019 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 28900 members 
Mstep: Class 21 contains 5569 members 
Mstep: Class 22 contains 329405 members 
Mstep: Class 23 contains 26820 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 34120 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2134 members 
Mstep: Class 28 contains 3233 members 
Mstep: Class 29 contains 21096 members 
Mstep: Class 30 contains 14359 members 
Mstep: Class 31 contains 12042 members 
Mstep: Class 32 contains 13661 members 
Mstep: Class 33 contains 12765 members 
Mstep: Class 34 contains 7199 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3066 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004448.000000 Penalty: 132890.187500
Iteration 134Q: 39 clusters Score -1.130044e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 101688 members 
Mstep: Class 4 contains 10415 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 14864 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 412923 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8332 members 
Mstep: Class 11 contains 19244 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 4829 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 5727 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26023 members 
Mstep: Class 19 contains 5812 members 
Mstep: Class 20 contains 28897 members 
Mstep: Class 21 contains 5568 members 
Mstep: Class 22 contains 329408 members 
Mstep: Class 23 contains 26816 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 34058 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 3229 members 
Mstep: Class 29 contains 21094 members 
Mstep: Class 30 contains 14364 members 
Mstep: Class 31 contains 12033 members 
Mstep: Class 32 contains 13667 members 
Mstep: Class 33 contains 12788 members 
Mstep: Class 34 contains 7207 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3068 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004288.000000 Penalty: 132890.187500
Iteration 135Q: 39 clusters Score -1.130043e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101683 members 
Mstep: Class 4 contains 10411 members 
Mstep: Class 5 contains 12364 members 
Mstep: Class 6 contains 14872 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 412916 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 8330 members 
Mstep: Class 11 contains 19246 members 
Mstep: Class 12 contains 4451 members 
Mstep: Class 13 contains 4833 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 15 contains 5730 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26023 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 28899 members 
Mstep: Class 21 contains 5566 members 
Mstep: Class 22 contains 329412 members 
Mstep: Class 23 contains 26814 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 34002 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2124 members 
Mstep: Class 28 contains 3227 members 
Mstep: Class 29 contains 21091 members 
Mstep: Class 30 contains 14368 members 
Mstep: Class 31 contains 12028 members 
Mstep: Class 32 contains 13670 members 
Mstep: Class 33 contains 12801 members 
Mstep: Class 34 contains 7213 members 
Mstep: Class 35 contains 3499 members 
Mstep: Class 36 contains 3068 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004216.000000 Penalty: 132890.187500
Iteration 136Q: 39 clusters Score -1.130042e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101680 members 
Mstep: Class 4 contains 10413 members 
Mstep: Class 5 contains 12368 members 
Mstep: Class 6 contains 14877 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8325 members 
Mstep: Class 11 contains 19246 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 4837 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 5735 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 26025 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 28898 members 
Mstep: Class 21 contains 5564 members 
Mstep: Class 22 contains 329425 members 
Mstep: Class 23 contains 26810 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33951 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2113 members 
Mstep: Class 28 contains 3222 members 
Mstep: Class 29 contains 21088 members 
Mstep: Class 30 contains 14370 members 
Mstep: Class 31 contains 12024 members 
Mstep: Class 32 contains 13677 members 
Mstep: Class 33 contains 12819 members 
Mstep: Class 34 contains 7215 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3069 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004392.000000 Penalty: 132890.187500
Iteration 137Q: 39 clusters Score -1.130044e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 101671 members 
Mstep: Class 4 contains 10417 members 
Mstep: Class 5 contains 12369 members 
Mstep: Class 6 contains 14882 members 
Mstep: Class 7 contains 7285 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8324 members 
Mstep: Class 11 contains 19246 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 13 contains 4839 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 5738 members 
Mstep: Class 16 contains 8336 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26025 members 
Mstep: Class 19 contains 5788 members 
Mstep: Class 20 contains 28901 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 329444 members 
Mstep: Class 23 contains 26808 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33901 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2108 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 21087 members 
Mstep: Class 30 contains 14373 members 
Mstep: Class 31 contains 12016 members 
Mstep: Class 32 contains 13685 members 
Mstep: Class 33 contains 12831 members 
Mstep: Class 34 contains 7220 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3070 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004488.000000 Penalty: 132890.187500
Iteration 138Q: 39 clusters Score -1.130045e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101663 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 12367 members 
Mstep: Class 6 contains 14887 members 
Mstep: Class 7 contains 7285 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4841 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 5745 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 16874 members 
Mstep: Class 18 contains 26027 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 28904 members 
Mstep: Class 21 contains 5572 members 
Mstep: Class 22 contains 329452 members 
Mstep: Class 23 contains 26800 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33860 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2103 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 21086 members 
Mstep: Class 30 contains 14375 members 
Mstep: Class 31 contains 12005 members 
Mstep: Class 32 contains 13692 members 
Mstep: Class 33 contains 12833 members 
Mstep: Class 34 contains 7222 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3071 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004512.000000 Penalty: 132890.187500
Iteration 139Q: 39 clusters Score -1.130045e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101662 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 12367 members 
Mstep: Class 6 contains 14888 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 412892 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4842 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 8340 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26028 members 
Mstep: Class 19 contains 5781 members 
Mstep: Class 20 contains 28905 members 
Mstep: Class 21 contains 5577 members 
Mstep: Class 22 contains 329459 members 
Mstep: Class 23 contains 26794 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33827 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2096 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 21084 members 
Mstep: Class 30 contains 14380 members 
Mstep: Class 31 contains 11993 members 
Mstep: Class 32 contains 13703 members 
Mstep: Class 33 contains 12841 members 
Mstep: Class 34 contains 7225 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004720.000000 Penalty: 132890.187500
Iteration 140F: 39 clusters Score -1.130047e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101654 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 12368 members 
Mstep: Class 6 contains 14892 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 19251 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4844 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 16869 members 
Mstep: Class 18 contains 26028 members 
Mstep: Class 19 contains 5775 members 
Mstep: Class 20 contains 28906 members 
Mstep: Class 21 contains 5580 members 
Mstep: Class 22 contains 329467 members 
Mstep: Class 23 contains 26789 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33792 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2092 members 
Mstep: Class 28 contains 3214 members 
Mstep: Class 29 contains 21086 members 
Mstep: Class 30 contains 14386 members 
Mstep: Class 31 contains 11987 members 
Mstep: Class 32 contains 13720 members 
Mstep: Class 33 contains 12842 members 
Mstep: Class 34 contains 7228 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3074 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004600.000000 Penalty: 132890.187500
Iteration 141Q: 39 clusters Score -1.130046e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101646 members 
Mstep: Class 4 contains 10428 members 
Mstep: Class 5 contains 12370 members 
Mstep: Class 6 contains 14895 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 19250 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 5750 members 
Mstep: Class 16 contains 8337 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 26027 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 28906 members 
Mstep: Class 21 contains 5587 members 
Mstep: Class 22 contains 329474 members 
Mstep: Class 23 contains 26784 members 
Mstep: Class 24 contains 53476 members 
Mstep: Class 25 contains 33767 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21085 members 
Mstep: Class 30 contains 14390 members 
Mstep: Class 31 contains 11981 members 
Mstep: Class 32 contains 13733 members 
Mstep: Class 33 contains 12846 members 
Mstep: Class 34 contains 7230 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004664.000000 Penalty: 132890.187500
Iteration 142Q: 39 clusters Score -1.130047e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101642 members 
Mstep: Class 4 contains 10425 members 
Mstep: Class 5 contains 12370 members 
Mstep: Class 6 contains 14893 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 412895 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 11 contains 19250 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 10873 members 
Mstep: Class 15 contains 5751 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 16869 members 
Mstep: Class 18 contains 26025 members 
Mstep: Class 19 contains 5767 members 
Mstep: Class 20 contains 28908 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 329484 members 
Mstep: Class 23 contains 26778 members 
Mstep: Class 24 contains 53476 members 
Mstep: Class 25 contains 33742 members 
Mstep: Class 26 contains 8419 members 
Mstep: Class 27 contains 2083 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21083 members 
Mstep: Class 30 contains 14394 members 
Mstep: Class 31 contains 11976 members 
Mstep: Class 32 contains 13754 members 
Mstep: Class 33 contains 12851 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004512.000000 Penalty: 132890.187500
Iteration 143Q: 39 clusters Score -1.130045e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 101642 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 12368 members 
Mstep: Class 6 contains 14890 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 412894 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8321 members 
Mstep: Class 11 contains 19251 members 
Mstep: Class 12 contains 4462 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 16869 members 
Mstep: Class 18 contains 26022 members 
Mstep: Class 19 contains 5763 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 329488 members 
Mstep: Class 23 contains 26775 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33715 members 
Mstep: Class 26 contains 8419 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 21081 members 
Mstep: Class 30 contains 14398 members 
Mstep: Class 31 contains 11968 members 
Mstep: Class 32 contains 13774 members 
Mstep: Class 33 contains 12859 members 
Mstep: Class 34 contains 7233 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004656.000000 Penalty: 132890.187500
Iteration 144Q: 39 clusters Score -1.130047e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101643 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 12367 members 
Mstep: Class 6 contains 14883 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 412897 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 5745 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 16872 members 
Mstep: Class 18 contains 26022 members 
Mstep: Class 19 contains 5760 members 
Mstep: Class 20 contains 28915 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 329501 members 
Mstep: Class 23 contains 26769 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33683 members 
Mstep: Class 26 contains 8418 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21083 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 11961 members 
Mstep: Class 32 contains 13786 members 
Mstep: Class 33 contains 12859 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004656.000000 Penalty: 132890.187500
Iteration 145Q: 39 clusters Score -1.130047e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 101646 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 12365 members 
Mstep: Class 6 contains 14880 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 412897 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4850 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 16874 members 
Mstep: Class 18 contains 26022 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 5613 members 
Mstep: Class 22 contains 329507 members 
Mstep: Class 23 contains 26761 members 
Mstep: Class 24 contains 53476 members 
Mstep: Class 25 contains 33661 members 
Mstep: Class 26 contains 8416 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14404 members 
Mstep: Class 31 contains 11952 members 
Mstep: Class 32 contains 13806 members 
Mstep: Class 33 contains 12861 members 
Mstep: Class 34 contains 7238 members 
Mstep: Class 35 contains 3498 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004736.000000 Penalty: 132890.187500
Iteration 146Q: 39 clusters Score -1.130047e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101647 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 12365 members 
Mstep: Class 6 contains 14875 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 412898 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 16874 members 
Mstep: Class 18 contains 26023 members 
Mstep: Class 19 contains 5757 members 
Mstep: Class 20 contains 28917 members 
Mstep: Class 21 contains 5623 members 
Mstep: Class 22 contains 329505 members 
Mstep: Class 23 contains 26756 members 
Mstep: Class 24 contains 53476 members 
Mstep: Class 25 contains 33650 members 
Mstep: Class 26 contains 8415 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 11947 members 
Mstep: Class 32 contains 13821 members 
Mstep: Class 33 contains 12865 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004776.000000 Penalty: 132890.187500
Iteration 147Q: 39 clusters Score -1.130048e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 101647 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 12364 members 
Mstep: Class 6 contains 14874 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 412895 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8321 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 16874 members 
Mstep: Class 18 contains 26023 members 
Mstep: Class 19 contains 5755 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 5633 members 
Mstep: Class 22 contains 329514 members 
Mstep: Class 23 contains 26750 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33641 members 
Mstep: Class 26 contains 8414 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21081 members 
Mstep: Class 30 contains 14400 members 
Mstep: Class 31 contains 11945 members 
Mstep: Class 32 contains 13829 members 
Mstep: Class 33 contains 12866 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004720.000000 Penalty: 132890.187500
Iteration 148Q: 39 clusters Score -1.130047e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 101643 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 12364 members 
Mstep: Class 6 contains 14873 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 8 contains 412891 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4851 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26023 members 
Mstep: Class 19 contains 5753 members 
Mstep: Class 20 contains 28922 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 329518 members 
Mstep: Class 23 contains 26746 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33634 members 
Mstep: Class 26 contains 8414 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14402 members 
Mstep: Class 31 contains 11941 members 
Mstep: Class 32 contains 13837 members 
Mstep: Class 33 contains 12871 members 
Mstep: Class 34 contains 7248 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3073 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004736.000000 Penalty: 132890.187500
Iteration 149Q: 39 clusters Score -1.130047e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 101644 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 5 contains 12363 members 
Mstep: Class 6 contains 14871 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 412888 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8319 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4853 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 16 contains 8327 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26021 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 28924 members 
Mstep: Class 21 contains 5651 members 
Mstep: Class 22 contains 329521 members 
Mstep: Class 23 contains 26740 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33629 members 
Mstep: Class 26 contains 8414 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14403 members 
Mstep: Class 31 contains 11935 members 
Mstep: Class 32 contains 13845 members 
Mstep: Class 33 contains 12870 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3074 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004816.000000 Penalty: 132890.187500
Iteration 150Q: 39 clusters Score -1.130048e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 101643 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 12363 members 
Mstep: Class 6 contains 14869 members 
Mstep: Class 7 contains 7271 members 
Mstep: Class 8 contains 412884 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 8323 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26021 members 
Mstep: Class 19 contains 5753 members 
Mstep: Class 20 contains 28925 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 329525 members 
Mstep: Class 23 contains 26734 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33628 members 
Mstep: Class 26 contains 8414 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 3212 members 
Mstep: Class 29 contains 21079 members 
Mstep: Class 30 contains 14404 members 
Mstep: Class 31 contains 11930 members 
Mstep: Class 32 contains 13847 members 
Mstep: Class 33 contains 12868 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004744.000000 Penalty: 132890.187500
Iteration 151Q: 39 clusters Score -1.130047e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 10442 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 14871 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 412878 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8321 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 4856 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 8320 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26021 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 28921 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 329527 members 
Mstep: Class 23 contains 26727 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33626 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3214 members 
Mstep: Class 29 contains 21079 members 
Mstep: Class 30 contains 14403 members 
Mstep: Class 31 contains 11923 members 
Mstep: Class 32 contains 13851 members 
Mstep: Class 33 contains 12870 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3076 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004760.000000 Penalty: 132890.187500
Iteration 152Q: 39 clusters Score -1.130048e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 14871 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 412876 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 4857 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 26021 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 20 contains 28925 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 329529 members 
Mstep: Class 23 contains 26716 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33617 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14405 members 
Mstep: Class 31 contains 11917 members 
Mstep: Class 32 contains 13856 members 
Mstep: Class 33 contains 12870 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3076 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004776.000000 Penalty: 132890.187500
Iteration 153Q: 39 clusters Score -1.130048e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101637 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 14871 members 
Mstep: Class 7 contains 7265 members 
Mstep: Class 8 contains 412877 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8319 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 4860 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 8314 members 
Mstep: Class 17 contains 16874 members 
Mstep: Class 18 contains 26020 members 
Mstep: Class 19 contains 5749 members 
Mstep: Class 20 contains 28928 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 329535 members 
Mstep: Class 23 contains 26708 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33609 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3217 members 
Mstep: Class 29 contains 21081 members 
Mstep: Class 30 contains 14409 members 
Mstep: Class 31 contains 11908 members 
Mstep: Class 32 contains 13858 members 
Mstep: Class 33 contains 12871 members 
Mstep: Class 34 contains 7242 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3076 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004800.000000 Penalty: 132890.187500
Iteration 154Q: 39 clusters Score -1.130048e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101637 members 
Mstep: Class 4 contains 10451 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 14872 members 
Mstep: Class 7 contains 7260 members 
Mstep: Class 8 contains 412875 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 16 contains 8314 members 
Mstep: Class 17 contains 16874 members 
Mstep: Class 18 contains 26019 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 28929 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 329532 members 
Mstep: Class 23 contains 26705 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33604 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3216 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14413 members 
Mstep: Class 31 contains 11905 members 
Mstep: Class 32 contains 13863 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004816.000000 Penalty: 132890.187500
Iteration 155Q: 39 clusters Score -1.130048e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101638 members 
Mstep: Class 4 contains 10453 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 6 contains 14874 members 
Mstep: Class 7 contains 7255 members 
Mstep: Class 8 contains 412874 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8319 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 13 contains 4868 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 16 contains 8313 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26018 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 28931 members 
Mstep: Class 21 contains 5715 members 
Mstep: Class 22 contains 329534 members 
Mstep: Class 23 contains 26702 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33592 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14415 members 
Mstep: Class 31 contains 11901 members 
Mstep: Class 32 contains 13865 members 
Mstep: Class 33 contains 12875 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004760.000000 Penalty: 132890.187500
Iteration 156Q: 39 clusters Score -1.130048e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101638 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 5 contains 12358 members 
Mstep: Class 6 contains 14878 members 
Mstep: Class 7 contains 7251 members 
Mstep: Class 8 contains 412871 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 13 contains 4876 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 8312 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 26017 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 5724 members 
Mstep: Class 22 contains 329531 members 
Mstep: Class 23 contains 26697 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33586 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14415 members 
Mstep: Class 31 contains 11899 members 
Mstep: Class 32 contains 13867 members 
Mstep: Class 33 contains 12876 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004744.000000 Penalty: 132890.187500
Iteration 157Q: 39 clusters Score -1.130047e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 14881 members 
Mstep: Class 7 contains 7248 members 
Mstep: Class 8 contains 412872 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 8307 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 26015 members 
Mstep: Class 19 contains 5741 members 
Mstep: Class 20 contains 28941 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 329530 members 
Mstep: Class 23 contains 26691 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33575 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21081 members 
Mstep: Class 30 contains 14416 members 
Mstep: Class 31 contains 11895 members 
Mstep: Class 32 contains 13865 members 
Mstep: Class 33 contains 12878 members 
Mstep: Class 34 contains 7238 members 
Mstep: Class 35 contains 3497 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004744.000000 Penalty: 132890.187500
Iteration 158Q: 39 clusters Score -1.130047e+08 nChanged 61
Entering ConstructFrom: 
Score: -113004744.000000 Penalty: 132890.187500
Entering ConstructFrom: 
Trying to split cluster 1 (59146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Entering Unmasked Estep 
Score: -5260906.500000 Penalty: 2724.965576
	Iteration 0F: 2 clusters Score -5260906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5221149.500000 Penalty: 5449.931152
	Iteration 0F: 3 clusters Score -5221150 nChanged 27440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -5236362.500000 Penalty: 5449.931152
	Iteration 1F: 3 clusters Score -5236362 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -5236920.500000 Penalty: 5449.931152
	Iteration 2Q: 3 clusters Score -5236920 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -5237496.000000 Penalty: 5449.931152
	Iteration 3Q: 3 clusters Score -5237496 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -5238066.000000 Penalty: 5449.931152
	Iteration 4Q: 3 clusters Score -5238066 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5238829.500000 Penalty: 5449.931152
	Iteration 5Q: 3 clusters Score -5238830 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -5239983.000000 Penalty: 5449.931152
	Iteration 6Q: 3 clusters Score -5239983 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5241597.500000 Penalty: 5449.931152
	Iteration 7F: 3 clusters Score -5241598 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -5244025.500000 Penalty: 5449.931152
	Iteration 8F: 3 clusters Score -5244026 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -5247018.000000 Penalty: 5449.931152
	Iteration 9F: 3 clusters Score -5247018 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5250165.500000 Penalty: 5449.931152
	Iteration 10F: 3 clusters Score -5250166 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -5252811.000000 Penalty: 5449.931152
	Iteration 11F: 3 clusters Score -5252811 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -5254385.500000 Penalty: 5449.931152
	Iteration 12Q: 3 clusters Score -5254386 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5255149.500000 Penalty: 5449.931152
	Iteration 13Q: 3 clusters Score -5255150 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5255724.500000 Penalty: 5449.931152
	Iteration 14Q: 3 clusters Score -5255724 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -5256086.500000 Penalty: 5449.931152
	Iteration 15Q: 3 clusters Score -5256086 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -5256428.500000 Penalty: 5449.931152
	Iteration 16Q: 3 clusters Score -5256428 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5256706.500000 Penalty: 5449.931152
	Iteration 17Q: 3 clusters Score -5256706 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -5256967.000000 Penalty: 5449.931152
	Iteration 18Q: 3 clusters Score -5256967 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -5257190.000000 Penalty: 5449.931152
	Iteration 19Q: 3 clusters Score -5257190 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -5257359.500000 Penalty: 5449.931152
	Iteration 20F: 3 clusters Score -5257360 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -5257527.000000 Penalty: 5449.931152
	Iteration 21Q: 3 clusters Score -5257527 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -5257660.500000 Penalty: 5449.931152
	Iteration 22Q: 3 clusters Score -5257660 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5257765.500000 Penalty: 5449.931152
	Iteration 23Q: 3 clusters Score -5257766 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5257859.500000 Penalty: 5449.931152
	Iteration 24Q: 3 clusters Score -5257860 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5257959.500000 Penalty: 5449.931152
	Iteration 25Q: 3 clusters Score -5257960 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -5258029.500000 Penalty: 5449.931152
	Iteration 26Q: 3 clusters Score -5258030 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -5258073.000000 Penalty: 5449.931152
	Iteration 27Q: 3 clusters Score -5258073 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -5258123.500000 Penalty: 5449.931152
	Iteration 28Q: 3 clusters Score -5258124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -5258199.500000 Penalty: 5449.931152
	Iteration 29Q: 3 clusters Score -5258200 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5258258.000000 Penalty: 5449.931152
	Iteration 30Q: 3 clusters Score -5258258 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5258317.500000 Penalty: 5449.931152
	Iteration 31Q: 3 clusters Score -5258318 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5258405.000000 Penalty: 5449.931152
	Iteration 32Q: 3 clusters Score -5258405 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5258466.500000 Penalty: 5449.931152
	Iteration 33Q: 3 clusters Score -5258466 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5258498.500000 Penalty: 5449.931152
	Iteration 34Q: 3 clusters Score -5258498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5258539.500000 Penalty: 5449.931152
	Iteration 35Q: 3 clusters Score -5258540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5258583.500000 Penalty: 5449.931152
	Iteration 36Q: 3 clusters Score -5258584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5258612.000000 Penalty: 5449.931152
	Iteration 37Q: 3 clusters Score -5258612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5258626.500000 Penalty: 5449.931152
	Iteration 38Q: 3 clusters Score -5258626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5258641.000000 Penalty: 5449.931152
	Iteration 39Q: 3 clusters Score -5258641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5258673.000000 Penalty: 5449.931152
	Iteration 40F: 3 clusters Score -5258673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5258680.500000 Penalty: 5449.931152
	Iteration 41Q: 3 clusters Score -5258680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5258689.500000 Penalty: 5449.931152
	Iteration 42Q: 3 clusters Score -5258690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5258705.500000 Penalty: 5449.931152
	Iteration 43Q: 3 clusters Score -5258706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5258715.500000 Penalty: 5449.931152
	Iteration 44Q: 3 clusters Score -5258716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5258715.000000 Penalty: 5449.931152
	Iteration 45Q: 3 clusters Score -5258715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5258722.000000 Penalty: 5449.931152
	Iteration 46Q: 3 clusters Score -5258722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5258714.000000 Penalty: 5449.931152
	Iteration 47Q: 3 clusters Score -5258714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5258724.000000 Penalty: 5449.931152
	Iteration 48Q: 3 clusters Score -5258724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5258723.500000 Penalty: 5449.931152
	Iteration 49Q: 3 clusters Score -5258724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5258736.000000 Penalty: 5449.931152
	Iteration 50Q: 3 clusters Score -5258736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5258747.000000 Penalty: 5449.931152
	Iteration 51Q: 3 clusters Score -5258747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5258753.500000 Penalty: 5449.931152
	Iteration 52Q: 3 clusters Score -5258754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5258761.000000 Penalty: 5449.931152
	Iteration 53Q: 3 clusters Score -5258761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5258763.000000 Penalty: 5449.931152
	Iteration 54Q: 3 clusters Score -5258763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5258764.500000 Penalty: 5449.931152
	Iteration 55Q: 3 clusters Score -5258764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5258760.000000 Penalty: 5449.931152
	Iteration 56Q: 3 clusters Score -5258760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5258767.500000 Penalty: 5449.931152
	Iteration 57Q: 3 clusters Score -5258768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5258763.500000 Penalty: 5449.931152
	Iteration 58Q: 3 clusters Score -5258764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57182 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5258769.000000 Penalty: 5449.931152
	Iteration 59Q: 3 clusters Score -5258769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5258771.500000 Penalty: 5449.931152
	Iteration 60F: 3 clusters Score -5258772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5258772.000000 Penalty: 5449.931152
	Iteration 61Q: 3 clusters Score -5258772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5258769.500000 Penalty: 5449.931152
	Iteration 62Q: 3 clusters Score -5258770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57216 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5258775.000000 Penalty: 5449.931152
	Iteration 63Q: 3 clusters Score -5258775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5258775.000000 Penalty: 5449.931152
	Iteration 64Q: 3 clusters Score -5258775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5258770.000000 Penalty: 5449.931152
	Iteration 65Q: 3 clusters Score -5258770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5258769.500000 Penalty: 5449.931152
	Iteration 66Q: 3 clusters Score -5258770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5258765.500000 Penalty: 5449.931152
	Iteration 67Q: 3 clusters Score -5258766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5258773.000000 Penalty: 5449.931152
	Iteration 68Q: 3 clusters Score -5258773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57254 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5258776.000000 Penalty: 5449.931152
	Iteration 69Q: 3 clusters Score -5258776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5258783.500000 Penalty: 5449.931152
	Iteration 70Q: 3 clusters Score -5258784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5258779.500000 Penalty: 5449.931152
	Iteration 71Q: 3 clusters Score -5258780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5258780.000000 Penalty: 5449.931152
	Iteration 72Q: 3 clusters Score -5258780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5258782.000000 Penalty: 5449.931152
	Iteration 73Q: 3 clusters Score -5258782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5258790.000000 Penalty: 5449.931152
	Iteration 74Q: 3 clusters Score -5258790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5258789.500000 Penalty: 5449.931152
	Iteration 75Q: 3 clusters Score -5258790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5258786.500000 Penalty: 5449.931152
	Iteration 76Q: 3 clusters Score -5258786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5258775.500000 Penalty: 5449.931152
	Iteration 77Q: 3 clusters Score -5258776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5258783.500000 Penalty: 5449.931152
	Iteration 78Q: 3 clusters Score -5258784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5258783.500000 Penalty: 5449.931152
	Iteration 79F: 3 clusters Score -5258784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Entering Unmasked Estep 
Score: -451585.687500 Penalty: 2161.822754
	Iteration 0F: 2 clusters Score -451585.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -446451.000000 Penalty: 4323.645508
	Iteration 0F: 3 clusters Score -446451 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -447811.906250 Penalty: 4323.645508
	Iteration 1F: 3 clusters Score -447811.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -448187.375000 Penalty: 4323.645508
	Iteration 2F: 3 clusters Score -448187.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -448531.656250 Penalty: 4323.645508
	Iteration 3F: 3 clusters Score -448531.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -448890.093750 Penalty: 4323.645508
	Iteration 4F: 3 clusters Score -448890.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -449267.250000 Penalty: 4323.645508
	Iteration 5F: 3 clusters Score -449267.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -449582.500000 Penalty: 4323.645508
	Iteration 6F: 3 clusters Score -449582.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -449847.937500 Penalty: 4323.645508
	Iteration 7Q: 3 clusters Score -449847.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -450044.812500 Penalty: 4323.645508
	Iteration 8Q: 3 clusters Score -450044.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -450184.375000 Penalty: 4323.645508
	Iteration 9Q: 3 clusters Score -450184.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -450275.656250 Penalty: 4323.645508
	Iteration 10Q: 3 clusters Score -450275.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -450334.093750 Penalty: 4323.645508
	Iteration 11Q: 3 clusters Score -450334.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -450377.750000 Penalty: 4323.645508
	Iteration 12Q: 3 clusters Score -450377.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -450406.062500 Penalty: 4323.645508
	Iteration 13Q: 3 clusters Score -450406.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -450423.125000 Penalty: 4323.645508
	Iteration 14Q: 3 clusters Score -450423.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -450435.125000 Penalty: 4323.645508
	Iteration 15Q: 3 clusters Score -450435.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -450445.750000 Penalty: 4323.645508
	Iteration 16Q: 3 clusters Score -450445.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -450456.875000 Penalty: 4323.645508
	Iteration 17Q: 3 clusters Score -450456.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -450467.031250 Penalty: 4323.645508
	Iteration 18Q: 3 clusters Score -450467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -450471.562500 Penalty: 4323.645508
	Iteration 19Q: 3 clusters Score -450471.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -450473.875000 Penalty: 4323.645508
	Iteration 20F: 3 clusters Score -450473.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -450477.750000 Penalty: 4323.645508
	Iteration 21Q: 3 clusters Score -450477.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -450482.968750 Penalty: 4323.645508
	Iteration 22Q: 3 clusters Score -450483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -450485.062500 Penalty: 4323.645508
	Iteration 23Q: 3 clusters Score -450485.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -450487.781250 Penalty: 4323.645508
	Iteration 24Q: 3 clusters Score -450487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -450488.156250 Penalty: 4323.645508
	Iteration 25Q: 3 clusters Score -450488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -450491.531250 Penalty: 4323.645508
	Iteration 26Q: 3 clusters Score -450491.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -450495.062500 Penalty: 4323.645508
	Iteration 27Q: 3 clusters Score -450495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -450495.906250 Penalty: 4323.645508
	Iteration 28Q: 3 clusters Score -450495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -450497.187500 Penalty: 4323.645508
	Iteration 29Q: 3 clusters Score -450497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -450498.187500 Penalty: 4323.645508
	Iteration 30Q: 3 clusters Score -450498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -450498.812500 Penalty: 4323.645508
	Iteration 31Q: 3 clusters Score -450498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -450498.687500 Penalty: 4323.645508
	Iteration 32Q: 3 clusters Score -450498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -450499.687500 Penalty: 4323.645508
	Iteration 33Q: 3 clusters Score -450499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -450500.000000 Penalty: 4323.645508
	Iteration 34Q: 3 clusters Score -450500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -450499.968750 Penalty: 4323.645508
	Iteration 35Q: 3 clusters Score -450500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -450501.125000 Penalty: 4323.645508
	Iteration 36Q: 3 clusters Score -450501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -450500.750000 Penalty: 4323.645508
	Iteration 37Q: 3 clusters Score -450500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -450501.156250 Penalty: 4323.645508
	Iteration 38Q: 3 clusters Score -450501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -450501.156250 Penalty: 4323.645508
	Iteration 39F: 3 clusters Score -450501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Entering Unmasked Estep 
Score: -8924703.000000 Penalty: 2859.242188
	Iteration 0F: 2 clusters Score -8924703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -8856726.000000 Penalty: 5718.484375
	Iteration 0F: 3 clusters Score -8856726 nChanged 47968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -8883815.000000 Penalty: 5718.484375
	Iteration 1F: 3 clusters Score -8883815 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8884564.000000 Penalty: 5718.484375
	Iteration 2Q: 3 clusters Score -8884564 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8885284.000000 Penalty: 5718.484375
	Iteration 3Q: 3 clusters Score -8885284 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8886370.000000 Penalty: 5718.484375
	Iteration 4Q: 3 clusters Score -8886370 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -8888284.000000 Penalty: 5718.484375
	Iteration 5Q: 3 clusters Score -8888284 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -8891866.000000 Penalty: 5718.484375
	Iteration 6F: 3 clusters Score -8891866 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76418 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -8897859.000000 Penalty: 5718.484375
	Iteration 7F: 3 clusters Score -8897859 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85369 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -8906129.000000 Penalty: 5718.484375
	Iteration 8F: 3 clusters Score -8906129 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -8914526.000000 Penalty: 5718.484375
	Iteration 9F: 3 clusters Score -8914526 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8919423.000000 Penalty: 5718.484375
	Iteration 10Q: 3 clusters Score -8919423 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8921229.000000 Penalty: 5718.484375
	Iteration 11Q: 3 clusters Score -8921229 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100978 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8921827.000000 Penalty: 5718.484375
	Iteration 12Q: 3 clusters Score -8921827 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8922056.000000 Penalty: 5718.484375
	Iteration 13Q: 3 clusters Score -8922056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101244 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8922128.000000 Penalty: 5718.484375
	Iteration 14Q: 3 clusters Score -8922128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8922205.000000 Penalty: 5718.484375
	Iteration 15Q: 3 clusters Score -8922205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8922233.000000 Penalty: 5718.484375
	Iteration 16Q: 3 clusters Score -8922233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8922244.000000 Penalty: 5718.484375
	Iteration 17Q: 3 clusters Score -8922244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8922257.000000 Penalty: 5718.484375
	Iteration 18Q: 3 clusters Score -8922257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8922264.000000 Penalty: 5718.484375
	Iteration 19Q: 3 clusters Score -8922264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8922269.000000 Penalty: 5718.484375
	Iteration 20F: 3 clusters Score -8922269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8922283.000000 Penalty: 5718.484375
	Iteration 21Q: 3 clusters Score -8922283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8922284.000000 Penalty: 5718.484375
	Iteration 22Q: 3 clusters Score -8922284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8922286.000000 Penalty: 5718.484375
	Iteration 23Q: 3 clusters Score -8922286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101292 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8922285.000000 Penalty: 5718.484375
	Iteration 24Q: 3 clusters Score -8922285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8922290.000000 Penalty: 5718.484375
	Iteration 25Q: 3 clusters Score -8922290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8922305.000000 Penalty: 5718.484375
	Iteration 26Q: 3 clusters Score -8922305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8922305.000000 Penalty: 5718.484375
	Iteration 27Q: 3 clusters Score -8922305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8922300.000000 Penalty: 5718.484375
	Iteration 28Q: 3 clusters Score -8922300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8922294.000000 Penalty: 5718.484375
	Iteration 29Q: 3 clusters Score -8922294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8922307.000000 Penalty: 5718.484375
	Iteration 30Q: 3 clusters Score -8922307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8922312.000000 Penalty: 5718.484375
	Iteration 31Q: 3 clusters Score -8922312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8922312.000000 Penalty: 5718.484375
	Iteration 32F: 3 clusters Score -8922312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Entering Unmasked Estep 
Score: -882456.625000 Penalty: 2295.459961
	Iteration 0F: 2 clusters Score -882456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -874507.062500 Penalty: 4590.919922
	Iteration 0F: 3 clusters Score -874507.1 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -876994.875000 Penalty: 4590.919922
	Iteration 1F: 3 clusters Score -876994.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -877329.125000 Penalty: 4590.919922
	Iteration 2F: 3 clusters Score -877329.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -877603.250000 Penalty: 4590.919922
	Iteration 3F: 3 clusters Score -877603.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -877873.062500 Penalty: 4590.919922
	Iteration 4Q: 3 clusters Score -877873.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -878171.312500 Penalty: 4590.919922
	Iteration 5Q: 3 clusters Score -878171.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -878487.062500 Penalty: 4590.919922
	Iteration 6Q: 3 clusters Score -878487.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -878825.000000 Penalty: 4590.919922
	Iteration 7Q: 3 clusters Score -878825 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -879171.000000 Penalty: 4590.919922
	Iteration 8Q: 3 clusters Score -879171 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -879516.812500 Penalty: 4590.919922
	Iteration 9Q: 3 clusters Score -879516.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -879793.250000 Penalty: 4590.919922
	Iteration 10Q: 3 clusters Score -879793.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -879997.250000 Penalty: 4590.919922
	Iteration 11Q: 3 clusters Score -879997.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -880159.312500 Penalty: 4590.919922
	Iteration 12Q: 3 clusters Score -880159.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -880302.625000 Penalty: 4590.919922
	Iteration 13Q: 3 clusters Score -880302.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -880399.437500 Penalty: 4590.919922
	Iteration 14Q: 3 clusters Score -880399.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -880461.812500 Penalty: 4590.919922
	Iteration 15Q: 3 clusters Score -880461.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -880511.375000 Penalty: 4590.919922
	Iteration 16Q: 3 clusters Score -880511.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -880538.125000 Penalty: 4590.919922
	Iteration 17Q: 3 clusters Score -880538.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -880562.812500 Penalty: 4590.919922
	Iteration 18Q: 3 clusters Score -880562.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -880575.875000 Penalty: 4590.919922
	Iteration 19Q: 3 clusters Score -880575.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -880593.125000 Penalty: 4590.919922
	Iteration 20F: 3 clusters Score -880593.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -880614.187500 Penalty: 4590.919922
	Iteration 21Q: 3 clusters Score -880614.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -880632.937500 Penalty: 4590.919922
	Iteration 22Q: 3 clusters Score -880632.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -880639.687500 Penalty: 4590.919922
	Iteration 23Q: 3 clusters Score -880639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -880646.312500 Penalty: 4590.919922
	Iteration 24Q: 3 clusters Score -880646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -880650.000000 Penalty: 4590.919922
	Iteration 25Q: 3 clusters Score -880650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -880657.562500 Penalty: 4590.919922
	Iteration 26Q: 3 clusters Score -880657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -880659.625000 Penalty: 4590.919922
	Iteration 27Q: 3 clusters Score -880659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -880660.312500 Penalty: 4590.919922
	Iteration 28Q: 3 clusters Score -880660.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -880662.125000 Penalty: 4590.919922
	Iteration 29Q: 3 clusters Score -880662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -880662.000000 Penalty: 4590.919922
	Iteration 30Q: 3 clusters Score -880662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -880662.000000 Penalty: 4590.919922
	Iteration 31F: 3 clusters Score -880662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Entering Unmasked Estep 
Score: -998538.937500 Penalty: 2336.650635
	Iteration 0F: 2 clusters Score -998538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -989454.000000 Penalty: 4673.301270
	Iteration 0F: 3 clusters Score -989454 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -992445.500000 Penalty: 4673.301270
	Iteration 1F: 3 clusters Score -992445.5 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -993004.312500 Penalty: 4673.301270
	Iteration 2F: 3 clusters Score -993004.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -993591.750000 Penalty: 4673.301270
	Iteration 3F: 3 clusters Score -993591.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -994222.250000 Penalty: 4673.301270
	Iteration 4F: 3 clusters Score -994222.2 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -994950.062500 Penalty: 4673.301270
	Iteration 5F: 3 clusters Score -994950.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -995759.812500 Penalty: 4673.301270
	Iteration 6F: 3 clusters Score -995759.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -996521.812500 Penalty: 4673.301270
	Iteration 7F: 3 clusters Score -996521.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -997013.750000 Penalty: 4673.301270
	Iteration 8F: 3 clusters Score -997013.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -997272.250000 Penalty: 4673.301270
	Iteration 9Q: 3 clusters Score -997272.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -997378.312500 Penalty: 4673.301270
	Iteration 10Q: 3 clusters Score -997378.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -997430.062500 Penalty: 4673.301270
	Iteration 11Q: 3 clusters Score -997430.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -997456.812500 Penalty: 4673.301270
	Iteration 12Q: 3 clusters Score -997456.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -997487.062500 Penalty: 4673.301270
	Iteration 13Q: 3 clusters Score -997487.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -997504.937500 Penalty: 4673.301270
	Iteration 14Q: 3 clusters Score -997504.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -997519.375000 Penalty: 4673.301270
	Iteration 15Q: 3 clusters Score -997519.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -997533.562500 Penalty: 4673.301270
	Iteration 16Q: 3 clusters Score -997533.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -997547.437500 Penalty: 4673.301270
	Iteration 17Q: 3 clusters Score -997547.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -997559.375000 Penalty: 4673.301270
	Iteration 18Q: 3 clusters Score -997559.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -997566.750000 Penalty: 4673.301270
	Iteration 19Q: 3 clusters Score -997566.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -997574.187500 Penalty: 4673.301270
	Iteration 20F: 3 clusters Score -997574.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -997580.312500 Penalty: 4673.301270
	Iteration 21Q: 3 clusters Score -997580.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -997592.187500 Penalty: 4673.301270
	Iteration 22Q: 3 clusters Score -997592.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -997597.437500 Penalty: 4673.301270
	Iteration 23Q: 3 clusters Score -997597.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -997604.250000 Penalty: 4673.301270
	Iteration 24Q: 3 clusters Score -997604.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -997608.562500 Penalty: 4673.301270
	Iteration 25Q: 3 clusters Score -997608.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -997618.125000 Penalty: 4673.301270
	Iteration 26Q: 3 clusters Score -997618.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -997626.312500 Penalty: 4673.301270
	Iteration 27Q: 3 clusters Score -997626.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -997635.250000 Penalty: 4673.301270
	Iteration 28Q: 3 clusters Score -997635.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -997638.312500 Penalty: 4673.301270
	Iteration 29Q: 3 clusters Score -997638.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -997644.500000 Penalty: 4673.301270
	Iteration 30Q: 3 clusters Score -997644.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -997647.375000 Penalty: 4673.301270
	Iteration 31Q: 3 clusters Score -997647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -997650.812500 Penalty: 4673.301270
	Iteration 32Q: 3 clusters Score -997650.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -997655.562500 Penalty: 4673.301270
	Iteration 33Q: 3 clusters Score -997655.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -997657.937500 Penalty: 4673.301270
	Iteration 34Q: 3 clusters Score -997657.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -997659.437500 Penalty: 4673.301270
	Iteration 35Q: 3 clusters Score -997659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -997662.125000 Penalty: 4673.301270
	Iteration 36Q: 3 clusters Score -997662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -997663.250000 Penalty: 4673.301270
	Iteration 37Q: 3 clusters Score -997663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -997665.812500 Penalty: 4673.301270
	Iteration 38Q: 3 clusters Score -997665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -997667.437500 Penalty: 4673.301270
	Iteration 39Q: 3 clusters Score -997667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -997666.687500 Penalty: 4673.301270
	Iteration 40F: 3 clusters Score -997666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -997666.375000 Penalty: 4673.301270
	Iteration 41Q: 3 clusters Score -997666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -997666.187500 Penalty: 4673.301270
	Iteration 42Q: 3 clusters Score -997666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -997668.312500 Penalty: 4673.301270
	Iteration 43Q: 3 clusters Score -997668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -997667.250000 Penalty: 4673.301270
	Iteration 44Q: 3 clusters Score -997667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -997670.812500 Penalty: 4673.301270
	Iteration 45Q: 3 clusters Score -997670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -997670.125000 Penalty: 4673.301270
	Iteration 46Q: 3 clusters Score -997670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -997670.187500 Penalty: 4673.301270
	Iteration 47Q: 3 clusters Score -997670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -997667.750000 Penalty: 4673.301270
	Iteration 48Q: 3 clusters Score -997667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -997668.125000 Penalty: 4673.301270
	Iteration 49Q: 3 clusters Score -997668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -997670.500000 Penalty: 4673.301270
	Iteration 50Q: 3 clusters Score -997670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -997669.437500 Penalty: 4673.301270
	Iteration 51Q: 3 clusters Score -997669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -997668.687500 Penalty: 4673.301270
	Iteration 52Q: 3 clusters Score -997668.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -997670.375000 Penalty: 4673.301270
	Iteration 53Q: 3 clusters Score -997670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -997671.375000 Penalty: 4673.301270
	Iteration 54Q: 3 clusters Score -997671.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -997671.375000 Penalty: 4673.301270
	Iteration 55F: 3 clusters Score -997671.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Entering Unmasked Estep 
Score: -1354874.000000 Penalty: 2382.811035
	Iteration 0F: 2 clusters Score -1354874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1344105.000000 Penalty: 4765.622070
	Iteration 0F: 3 clusters Score -1344105 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1347502.375000 Penalty: 4765.622070
	Iteration 1F: 3 clusters Score -1347502 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1347814.500000 Penalty: 4765.622070
	Iteration 2F: 3 clusters Score -1347814 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1348066.750000 Penalty: 4765.622070
	Iteration 3Q: 3 clusters Score -1348067 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1348270.375000 Penalty: 4765.622070
	Iteration 4Q: 3 clusters Score -1348270 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1348473.000000 Penalty: 4765.622070
	Iteration 5Q: 3 clusters Score -1348473 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1348694.250000 Penalty: 4765.622070
	Iteration 6Q: 3 clusters Score -1348694 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1348980.000000 Penalty: 4765.622070
	Iteration 7Q: 3 clusters Score -1348980 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1349361.250000 Penalty: 4765.622070
	Iteration 8Q: 3 clusters Score -1349361 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1349835.625000 Penalty: 4765.622070
	Iteration 9Q: 3 clusters Score -1349836 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1350455.250000 Penalty: 4765.622070
	Iteration 10F: 3 clusters Score -1350455 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1351152.250000 Penalty: 4765.622070
	Iteration 11F: 3 clusters Score -1351152 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1351768.625000 Penalty: 4765.622070
	Iteration 12Q: 3 clusters Score -1351769 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1352185.375000 Penalty: 4765.622070
	Iteration 13Q: 3 clusters Score -1352185 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1352427.250000 Penalty: 4765.622070
	Iteration 14Q: 3 clusters Score -1352427 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1352559.375000 Penalty: 4765.622070
	Iteration 15Q: 3 clusters Score -1352559 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1352632.000000 Penalty: 4765.622070
	Iteration 16Q: 3 clusters Score -1352632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1352692.000000 Penalty: 4765.622070
	Iteration 17Q: 3 clusters Score -1352692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1352745.000000 Penalty: 4765.622070
	Iteration 18Q: 3 clusters Score -1352745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1352769.750000 Penalty: 4765.622070
	Iteration 19Q: 3 clusters Score -1352770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1352784.125000 Penalty: 4765.622070
	Iteration 20F: 3 clusters Score -1352784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1352794.625000 Penalty: 4765.622070
	Iteration 21Q: 3 clusters Score -1352795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1352809.000000 Penalty: 4765.622070
	Iteration 22Q: 3 clusters Score -1352809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1352815.875000 Penalty: 4765.622070
	Iteration 23Q: 3 clusters Score -1352816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1352818.875000 Penalty: 4765.622070
	Iteration 24Q: 3 clusters Score -1352819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1352818.875000 Penalty: 4765.622070
	Iteration 25F: 3 clusters Score -1352819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Entering Unmasked Estep 
Score: -607262.125000 Penalty: 2204.172119
	Iteration 0F: 2 clusters Score -607262.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -601289.937500 Penalty: 4408.344238
	Iteration 0F: 3 clusters Score -601289.9 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -602881.500000 Penalty: 4408.344238
	Iteration 1F: 3 clusters Score -602881.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -603165.562500 Penalty: 4408.344238
	Iteration 2F: 3 clusters Score -603165.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -603364.750000 Penalty: 4408.344238
	Iteration 3F: 3 clusters Score -603364.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -603535.312500 Penalty: 4408.344238
	Iteration 4Q: 3 clusters Score -603535.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -603670.125000 Penalty: 4408.344238
	Iteration 5Q: 3 clusters Score -603670.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -603804.625000 Penalty: 4408.344238
	Iteration 6Q: 3 clusters Score -603804.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -603935.937500 Penalty: 4408.344238
	Iteration 7Q: 3 clusters Score -603935.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -604107.250000 Penalty: 4408.344238
	Iteration 8Q: 3 clusters Score -604107.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -604286.812500 Penalty: 4408.344238
	Iteration 9Q: 3 clusters Score -604286.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -604491.500000 Penalty: 4408.344238
	Iteration 10Q: 3 clusters Score -604491.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -604671.000000 Penalty: 4408.344238
	Iteration 11Q: 3 clusters Score -604671 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -604861.937500 Penalty: 4408.344238
	Iteration 12Q: 3 clusters Score -604861.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -605045.687500 Penalty: 4408.344238
	Iteration 13Q: 3 clusters Score -605045.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -605217.125000 Penalty: 4408.344238
	Iteration 14Q: 3 clusters Score -605217.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -605358.625000 Penalty: 4408.344238
	Iteration 15Q: 3 clusters Score -605358.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -605501.437500 Penalty: 4408.344238
	Iteration 16Q: 3 clusters Score -605501.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -605624.562500 Penalty: 4408.344238
	Iteration 17Q: 3 clusters Score -605624.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -605711.750000 Penalty: 4408.344238
	Iteration 18Q: 3 clusters Score -605711.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -605780.875000 Penalty: 4408.344238
	Iteration 19Q: 3 clusters Score -605780.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -605821.062500 Penalty: 4408.344238
	Iteration 20F: 3 clusters Score -605821.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -605843.187500 Penalty: 4408.344238
	Iteration 21Q: 3 clusters Score -605843.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -605863.937500 Penalty: 4408.344238
	Iteration 22Q: 3 clusters Score -605863.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -605874.312500 Penalty: 4408.344238
	Iteration 23Q: 3 clusters Score -605874.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -605882.062500 Penalty: 4408.344238
	Iteration 24Q: 3 clusters Score -605882.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -605885.250000 Penalty: 4408.344238
	Iteration 25Q: 3 clusters Score -605885.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -605888.562500 Penalty: 4408.344238
	Iteration 26Q: 3 clusters Score -605888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -605889.750000 Penalty: 4408.344238
	Iteration 27Q: 3 clusters Score -605889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -605889.937500 Penalty: 4408.344238
	Iteration 28Q: 3 clusters Score -605889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -605889.375000 Penalty: 4408.344238
	Iteration 29Q: 3 clusters Score -605889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -605891.312500 Penalty: 4408.344238
	Iteration 30Q: 3 clusters Score -605891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -605892.000000 Penalty: 4408.344238
	Iteration 31Q: 3 clusters Score -605892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -605893.125000 Penalty: 4408.344238
	Iteration 32Q: 3 clusters Score -605893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -605892.812500 Penalty: 4408.344238
	Iteration 33Q: 3 clusters Score -605892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -605892.812500 Penalty: 4408.344238
	Iteration 34F: 3 clusters Score -605892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412877 members 
Entering Unmasked Estep 
Score: -36478652.000000 Penalty: 3206.864502
	Iteration 0F: 2 clusters Score -3.647865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206345 members 
Mstep: Class 2 contains 206532 members 
Entering Unmasked Estep 
Score: -36200164.000000 Penalty: 6413.729004
	Iteration 0F: 3 clusters Score -3.620016e+07 nChanged 200732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205343 members 
Mstep: Class 2 contains 207534 members 
Entering Unmasked Estep 
Score: -36320156.000000 Penalty: 6413.729004
	Iteration 1F: 3 clusters Score -3.632016e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204923 members 
Mstep: Class 2 contains 207954 members 
Entering Unmasked Estep 
Score: -36321236.000000 Penalty: 6413.729004
	Iteration 2Q: 3 clusters Score -3.632124e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204451 members 
Mstep: Class 2 contains 208426 members 
Entering Unmasked Estep 
Score: -36322744.000000 Penalty: 6413.729004
	Iteration 3Q: 3 clusters Score -3.632274e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204052 members 
Mstep: Class 2 contains 208825 members 
Entering Unmasked Estep 
Score: -36324628.000000 Penalty: 6413.729004
	Iteration 4Q: 3 clusters Score -3.632463e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203800 members 
Mstep: Class 2 contains 209077 members 
Entering Unmasked Estep 
Score: -36327124.000000 Penalty: 6413.729004
	Iteration 5Q: 3 clusters Score -3.632712e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203888 members 
Mstep: Class 2 contains 208989 members 
Entering Unmasked Estep 
Score: -36330704.000000 Penalty: 6413.729004
	Iteration 6Q: 3 clusters Score -3.63307e+07 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204033 members 
Mstep: Class 2 contains 208844 members 
Entering Unmasked Estep 
Score: -36335068.000000 Penalty: 6413.729004
	Iteration 7Q: 3 clusters Score -3.633507e+07 nChanged 16468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204699 members 
Mstep: Class 2 contains 208178 members 
Entering Unmasked Estep 
Score: -36341304.000000 Penalty: 6413.729004
	Iteration 8Q: 3 clusters Score -3.63413e+07 nChanged 18318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205731 members 
Mstep: Class 2 contains 207146 members 
Entering Unmasked Estep 
Score: -36348692.000000 Penalty: 6413.729004
	Iteration 9Q: 3 clusters Score -3.634869e+07 nChanged 19886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207045 members 
Mstep: Class 2 contains 205832 members 
Entering Unmasked Estep 
Score: -36356868.000000 Penalty: 6413.729004
	Iteration 10Q: 3 clusters Score -3.635687e+07 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208160 members 
Mstep: Class 2 contains 204717 members 
Entering Unmasked Estep 
Score: -36365620.000000 Penalty: 6413.729004
	Iteration 11Q: 3 clusters Score -3.636562e+07 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208518 members 
Mstep: Class 2 contains 204359 members 
Entering Unmasked Estep 
Score: -36373964.000000 Penalty: 6413.729004
	Iteration 12Q: 3 clusters Score -3.637396e+07 nChanged 18058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207754 members 
Mstep: Class 2 contains 205123 members 
Entering Unmasked Estep 
Score: -36380440.000000 Penalty: 6413.729004
	Iteration 13Q: 3 clusters Score -3.638044e+07 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206084 members 
Mstep: Class 2 contains 206793 members 
Entering Unmasked Estep 
Score: -36385308.000000 Penalty: 6413.729004
	Iteration 14Q: 3 clusters Score -3.638531e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203337 members 
Mstep: Class 2 contains 209540 members 
Entering Unmasked Estep 
Score: -36388484.000000 Penalty: 6413.729004
	Iteration 15Q: 3 clusters Score -3.638848e+07 nChanged 10140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199519 members 
Mstep: Class 2 contains 213358 members 
Entering Unmasked Estep 
Score: -36390700.000000 Penalty: 6413.729004
	Iteration 16Q: 3 clusters Score -3.63907e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194521 members 
Mstep: Class 2 contains 218356 members 
Entering Unmasked Estep 
Score: -36392176.000000 Penalty: 6413.729004
	Iteration 17Q: 3 clusters Score -3.639218e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188273 members 
Mstep: Class 2 contains 224604 members 
Entering Unmasked Estep 
Score: -36393780.000000 Penalty: 6413.729004
	Iteration 18Q: 3 clusters Score -3.639378e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 232183 members 
Entering Unmasked Estep 
Score: -36395640.000000 Penalty: 6413.729004
	Iteration 19Q: 3 clusters Score -3.639564e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171378 members 
Mstep: Class 2 contains 241499 members 
Entering Unmasked Estep 
Score: -36397744.000000 Penalty: 6413.729004
	Iteration 20F: 3 clusters Score -3.639774e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 252786 members 
Entering Unmasked Estep 
Score: -36400668.000000 Penalty: 6413.729004
	Iteration 21Q: 3 clusters Score -3.640067e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 266468 members 
Entering Unmasked Estep 
Score: -36405344.000000 Penalty: 6413.729004
	Iteration 22Q: 3 clusters Score -3.640534e+07 nChanged 16003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 282471 members 
Entering Unmasked Estep 
Score: -36411640.000000 Penalty: 6413.729004
	Iteration 23Q: 3 clusters Score -3.641164e+07 nChanged 17928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 300399 members 
Entering Unmasked Estep 
Score: -36419832.000000 Penalty: 6413.729004
	Iteration 24Q: 3 clusters Score -3.641983e+07 nChanged 19117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93361 members 
Mstep: Class 2 contains 319516 members 
Entering Unmasked Estep 
Score: -36429924.000000 Penalty: 6413.729004
	Iteration 25Q: 3 clusters Score -3.642992e+07 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 338266 members 
Entering Unmasked Estep 
Score: -36440540.000000 Penalty: 6413.729004
	Iteration 26Q: 3 clusters Score -3.644054e+07 nChanged 16630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 354896 members 
Entering Unmasked Estep 
Score: -36450048.000000 Penalty: 6413.729004
	Iteration 27Q: 3 clusters Score -3.645005e+07 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 368904 members 
Entering Unmasked Estep 
Score: -36457416.000000 Penalty: 6413.729004
	Iteration 28Q: 3 clusters Score -3.645742e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 379989 members 
Entering Unmasked Estep 
Score: -36462868.000000 Penalty: 6413.729004
	Iteration 29Q: 3 clusters Score -3.646287e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 388438 members 
Entering Unmasked Estep 
Score: -36466684.000000 Penalty: 6413.729004
	Iteration 30Q: 3 clusters Score -3.646668e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 394768 members 
Entering Unmasked Estep 
Score: -36469648.000000 Penalty: 6413.729004
	Iteration 31Q: 3 clusters Score -3.646965e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 399333 members 
Entering Unmasked Estep 
Score: -36471400.000000 Penalty: 6413.729004
	Iteration 32Q: 3 clusters Score -3.64714e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 402587 members 
Entering Unmasked Estep 
Score: -36472740.000000 Penalty: 6413.729004
	Iteration 33Q: 3 clusters Score -3.647274e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 404973 members 
Entering Unmasked Estep 
Score: -36473668.000000 Penalty: 6413.729004
	Iteration 34Q: 3 clusters Score -3.647367e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 406655 members 
Entering Unmasked Estep 
Score: -36474368.000000 Penalty: 6413.729004
	Iteration 35Q: 3 clusters Score -3.647437e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 407867 members 
Entering Unmasked Estep 
Score: -36474800.000000 Penalty: 6413.729004
	Iteration 36Q: 3 clusters Score -3.64748e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 408714 members 
Entering Unmasked Estep 
Score: -36475100.000000 Penalty: 6413.729004
	Iteration 37Q: 3 clusters Score -3.64751e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 409338 members 
Entering Unmasked Estep 
Score: -36475272.000000 Penalty: 6413.729004
	Iteration 38Q: 3 clusters Score -3.647527e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 409772 members 
Entering Unmasked Estep 
Score: -36475468.000000 Penalty: 6413.729004
	Iteration 39Q: 3 clusters Score -3.647547e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 410090 members 
Entering Unmasked Estep 
Score: -36475596.000000 Penalty: 6413.729004
	Iteration 40F: 3 clusters Score -3.64756e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 410341 members 
Entering Unmasked Estep 
Score: -36475640.000000 Penalty: 6413.729004
	Iteration 41Q: 3 clusters Score -3.647564e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 410535 members 
Entering Unmasked Estep 
Score: -36475756.000000 Penalty: 6413.729004
	Iteration 42Q: 3 clusters Score -3.647576e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 410685 members 
Entering Unmasked Estep 
Score: -36475772.000000 Penalty: 6413.729004
	Iteration 43Q: 3 clusters Score -3.647577e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 410792 members 
Entering Unmasked Estep 
Score: -36475848.000000 Penalty: 6413.729004
	Iteration 44Q: 3 clusters Score -3.647585e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 410894 members 
Entering Unmasked Estep 
Score: -36475864.000000 Penalty: 6413.729004
	Iteration 45Q: 3 clusters Score -3.647586e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 410960 members 
Entering Unmasked Estep 
Score: -36475844.000000 Penalty: 6413.729004
	Iteration 46Q: 3 clusters Score -3.647584e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 411012 members 
Entering Unmasked Estep 
Score: -36475900.000000 Penalty: 6413.729004
	Iteration 47Q: 3 clusters Score -3.64759e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 411060 members 
Entering Unmasked Estep 
Score: -36475956.000000 Penalty: 6413.729004
	Iteration 48Q: 3 clusters Score -3.647596e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 411118 members 
Entering Unmasked Estep 
Score: -36475952.000000 Penalty: 6413.729004
	Iteration 49Q: 3 clusters Score -3.647595e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 411164 members 
Entering Unmasked Estep 
Score: -36475980.000000 Penalty: 6413.729004
	Iteration 50Q: 3 clusters Score -3.647598e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 411203 members 
Entering Unmasked Estep 
Score: -36475944.000000 Penalty: 6413.729004
	Iteration 51Q: 3 clusters Score -3.647594e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 411244 members 
Entering Unmasked Estep 
Score: -36475976.000000 Penalty: 6413.729004
	Iteration 52Q: 3 clusters Score -3.647598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 411265 members 
Entering Unmasked Estep 
Score: -36475992.000000 Penalty: 6413.729004
	Iteration 53Q: 3 clusters Score -3.647599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 411281 members 
Entering Unmasked Estep 
Score: -36476016.000000 Penalty: 6413.729004
	Iteration 54Q: 3 clusters Score -3.647602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 411301 members 
Entering Unmasked Estep 
Score: -36475992.000000 Penalty: 6413.729004
	Iteration 55Q: 3 clusters Score -3.647599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 411307 members 
Entering Unmasked Estep 
Score: -36475996.000000 Penalty: 6413.729004
	Iteration 56Q: 3 clusters Score -3.6476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 411320 members 
Entering Unmasked Estep 
Score: -36475976.000000 Penalty: 6413.729004
	Iteration 57Q: 3 clusters Score -3.647598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 411333 members 
Entering Unmasked Estep 
Score: -36475984.000000 Penalty: 6413.729004
	Iteration 58Q: 3 clusters Score -3.647598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 411337 members 
Entering Unmasked Estep 
Score: -36475972.000000 Penalty: 6413.729004
	Iteration 59Q: 3 clusters Score -3.647597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 411349 members 
Entering Unmasked Estep 
Score: -36475988.000000 Penalty: 6413.729004
	Iteration 60F: 3 clusters Score -3.647599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 411362 members 
Entering Unmasked Estep 
Score: -36476008.000000 Penalty: 6413.729004
	Iteration 61Q: 3 clusters Score -3.647601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 411378 members 
Entering Unmasked Estep 
Score: -36476012.000000 Penalty: 6413.729004
	Iteration 62Q: 3 clusters Score -3.647601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 411390 members 
Entering Unmasked Estep 
Score: -36476012.000000 Penalty: 6413.729004
	Iteration 63Q: 3 clusters Score -3.647601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 411401 members 
Entering Unmasked Estep 
Score: -36476028.000000 Penalty: 6413.729004
	Iteration 64Q: 3 clusters Score -3.647603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 411411 members 
Entering Unmasked Estep 
Score: -36476012.000000 Penalty: 6413.729004
	Iteration 65Q: 3 clusters Score -3.647601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 411425 members 
Entering Unmasked Estep 
Score: -36476028.000000 Penalty: 6413.729004
	Iteration 66Q: 3 clusters Score -3.647603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 411432 members 
Entering Unmasked Estep 
Score: -36476028.000000 Penalty: 6413.729004
	Iteration 67Q: 3 clusters Score -3.647603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 411442 members 
Entering Unmasked Estep 
Score: -36476044.000000 Penalty: 6413.729004
	Iteration 68Q: 3 clusters Score -3.647604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 411445 members 
Entering Unmasked Estep 
Score: -36476028.000000 Penalty: 6413.729004
	Iteration 69Q: 3 clusters Score -3.647603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 411448 members 
Entering Unmasked Estep 
Score: -36476020.000000 Penalty: 6413.729004
	Iteration 70Q: 3 clusters Score -3.647602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 411449 members 
Entering Unmasked Estep 
Score: -36476036.000000 Penalty: 6413.729004
	Iteration 71Q: 3 clusters Score -3.647604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 411453 members 
Entering Unmasked Estep 
Score: -36476040.000000 Penalty: 6413.729004
	Iteration 72Q: 3 clusters Score -3.647604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 411457 members 
Entering Unmasked Estep 
Score: -36476040.000000 Penalty: 6413.729004
	Iteration 73Q: 3 clusters Score -3.647604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 411460 members 
Entering Unmasked Estep 
Score: -36476036.000000 Penalty: 6413.729004
	Iteration 74Q: 3 clusters Score -3.647604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 411468 members 
Entering Unmasked Estep 
Score: -36476040.000000 Penalty: 6413.729004
	Iteration 75Q: 3 clusters Score -3.647604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 411482 members 
Entering Unmasked Estep 
Score: -36476048.000000 Penalty: 6413.729004
	Iteration 76Q: 3 clusters Score -3.647605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 411490 members 
Entering Unmasked Estep 
Score: -36476044.000000 Penalty: 6413.729004
	Iteration 77Q: 3 clusters Score -3.647604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 411495 members 
Entering Unmasked Estep 
Score: -36476048.000000 Penalty: 6413.729004
	Iteration 78Q: 3 clusters Score -3.647605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 411502 members 
Entering Unmasked Estep 
Score: -36476056.000000 Penalty: 6413.729004
	Iteration 79Q: 3 clusters Score -3.647606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 411506 members 
Entering Unmasked Estep 
Score: -36476048.000000 Penalty: 6413.729004
	Iteration 80F: 3 clusters Score -3.647605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 411507 members 
Entering Unmasked Estep 
Score: -36476044.000000 Penalty: 6413.729004
	Iteration 81Q: 3 clusters Score -3.647604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 411509 members 
Entering Unmasked Estep 
Score: -36476064.000000 Penalty: 6413.729004
	Iteration 82Q: 3 clusters Score -3.647606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 411510 members 
Entering Unmasked Estep 
Score: -36476064.000000 Penalty: 6413.729004
	Iteration 83Q: 3 clusters Score -3.647606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 411515 members 
Entering Unmasked Estep 
Score: -36476072.000000 Penalty: 6413.729004
	Iteration 84Q: 3 clusters Score -3.647607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 411519 members 
Entering Unmasked Estep 
Score: -36476084.000000 Penalty: 6413.729004
	Iteration 85Q: 3 clusters Score -3.647608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 411519 members 
Entering Unmasked Estep 
Score: -36476092.000000 Penalty: 6413.729004
	Iteration 86Q: 3 clusters Score -3.647609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 411522 members 
Entering Unmasked Estep 
Score: -36476084.000000 Penalty: 6413.729004
	Iteration 87Q: 3 clusters Score -3.647608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 411526 members 
Entering Unmasked Estep 
Score: -36476084.000000 Penalty: 6413.729004
	Iteration 88Q: 3 clusters Score -3.647608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 411528 members 
Entering Unmasked Estep 
Score: -36476072.000000 Penalty: 6413.729004
	Iteration 89Q: 3 clusters Score -3.647607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 411531 members 
Entering Unmasked Estep 
Score: -36476080.000000 Penalty: 6413.729004
	Iteration 90Q: 3 clusters Score -3.647608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 411531 members 
Entering Unmasked Estep 
Score: -36476096.000000 Penalty: 6413.729004
	Iteration 91Q: 3 clusters Score -3.64761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 411530 members 
Entering Unmasked Estep 
Score: -36476088.000000 Penalty: 6413.729004
	Iteration 92Q: 3 clusters Score -3.647609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 411534 members 
Entering Unmasked Estep 
Score: -36476100.000000 Penalty: 6413.729004
	Iteration 93Q: 3 clusters Score -3.64761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 411537 members 
Entering Unmasked Estep 
Score: -36476112.000000 Penalty: 6413.729004
	Iteration 94Q: 3 clusters Score -3.647611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 411539 members 
Entering Unmasked Estep 
Score: -36476100.000000 Penalty: 6413.729004
	Iteration 95Q: 3 clusters Score -3.64761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 411541 members 
Entering Unmasked Estep 
Score: -36476108.000000 Penalty: 6413.729004
	Iteration 96Q: 3 clusters Score -3.647611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 411543 members 
Entering Unmasked Estep 
Score: -36476100.000000 Penalty: 6413.729004
	Iteration 97Q: 3 clusters Score -3.64761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 411545 members 
Entering Unmasked Estep 
Score: -36476112.000000 Penalty: 6413.729004
	Iteration 98Q: 3 clusters Score -3.647611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 411546 members 
Entering Unmasked Estep 
Score: -36476108.000000 Penalty: 6413.729004
	Iteration 99Q: 3 clusters Score -3.647611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 411548 members 
Entering Unmasked Estep 
Score: -36476112.000000 Penalty: 6413.729004
	Iteration 100F: 3 clusters Score -3.647611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 411549 members 
Entering Unmasked Estep 
Score: -36476104.000000 Penalty: 6413.729004
	Iteration 101Q: 3 clusters Score -3.64761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 411550 members 
Entering Unmasked Estep 
Score: -36476116.000000 Penalty: 6413.729004
	Iteration 102Q: 3 clusters Score -3.647612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 411550 members 
Entering Unmasked Estep 
Score: -36476116.000000 Penalty: 6413.729004
	Iteration 103F: 3 clusters Score -3.647612e+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: -728024.375000 Penalty: 2242.513916
	Iteration 0F: 2 clusters Score -728024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -721373.312500 Penalty: 4485.027832
	Iteration 0F: 3 clusters Score -721373.3 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -723081.437500 Penalty: 4485.027832
	Iteration 1F: 3 clusters Score -723081.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -723387.125000 Penalty: 4485.027832
	Iteration 2F: 3 clusters Score -723387.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -723641.437500 Penalty: 4485.027832
	Iteration 3F: 3 clusters Score -723641.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -723870.687500 Penalty: 4485.027832
	Iteration 4Q: 3 clusters Score -723870.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -724081.312500 Penalty: 4485.027832
	Iteration 5Q: 3 clusters Score -724081.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -724321.875000 Penalty: 4485.027832
	Iteration 6Q: 3 clusters Score -724321.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -724612.437500 Penalty: 4485.027832
	Iteration 7Q: 3 clusters Score -724612.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -724911.562500 Penalty: 4485.027832
	Iteration 8F: 3 clusters Score -724911.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -725189.437500 Penalty: 4485.027832
	Iteration 9Q: 3 clusters Score -725189.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -725434.312500 Penalty: 4485.027832
	Iteration 10Q: 3 clusters Score -725434.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -725642.000000 Penalty: 4485.027832
	Iteration 11Q: 3 clusters Score -725642 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -725787.375000 Penalty: 4485.027832
	Iteration 12Q: 3 clusters Score -725787.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -725900.562500 Penalty: 4485.027832
	Iteration 13Q: 3 clusters Score -725900.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -725967.250000 Penalty: 4485.027832
	Iteration 14Q: 3 clusters Score -725967.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -726023.500000 Penalty: 4485.027832
	Iteration 15Q: 3 clusters Score -726023.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -726067.750000 Penalty: 4485.027832
	Iteration 16Q: 3 clusters Score -726067.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -726110.062500 Penalty: 4485.027832
	Iteration 17Q: 3 clusters Score -726110.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -726137.500000 Penalty: 4485.027832
	Iteration 18Q: 3 clusters Score -726137.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -726157.937500 Penalty: 4485.027832
	Iteration 19Q: 3 clusters Score -726157.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -726178.812500 Penalty: 4485.027832
	Iteration 20F: 3 clusters Score -726178.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -726196.375000 Penalty: 4485.027832
	Iteration 21Q: 3 clusters Score -726196.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -726225.250000 Penalty: 4485.027832
	Iteration 22Q: 3 clusters Score -726225.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -726241.875000 Penalty: 4485.027832
	Iteration 23Q: 3 clusters Score -726241.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -726251.250000 Penalty: 4485.027832
	Iteration 24Q: 3 clusters Score -726251.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -726255.312500 Penalty: 4485.027832
	Iteration 25Q: 3 clusters Score -726255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -726260.875000 Penalty: 4485.027832
	Iteration 26Q: 3 clusters Score -726260.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -726265.937500 Penalty: 4485.027832
	Iteration 27Q: 3 clusters Score -726265.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -726275.062500 Penalty: 4485.027832
	Iteration 28Q: 3 clusters Score -726275.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -726277.812500 Penalty: 4485.027832
	Iteration 29Q: 3 clusters Score -726277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -726282.187500 Penalty: 4485.027832
	Iteration 30Q: 3 clusters Score -726282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -726282.312500 Penalty: 4485.027832
	Iteration 31Q: 3 clusters Score -726282.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -726285.750000 Penalty: 4485.027832
	Iteration 32Q: 3 clusters Score -726285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -726286.250000 Penalty: 4485.027832
	Iteration 33Q: 3 clusters Score -726286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -726288.437500 Penalty: 4485.027832
	Iteration 34Q: 3 clusters Score -726288.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -726292.125000 Penalty: 4485.027832
	Iteration 35Q: 3 clusters Score -726292.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -726294.312500 Penalty: 4485.027832
	Iteration 36Q: 3 clusters Score -726294.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -726295.125000 Penalty: 4485.027832
	Iteration 37Q: 3 clusters Score -726295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -726297.250000 Penalty: 4485.027832
	Iteration 38Q: 3 clusters Score -726297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -726298.750000 Penalty: 4485.027832
	Iteration 39Q: 3 clusters Score -726298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -726299.375000 Penalty: 4485.027832
	Iteration 40F: 3 clusters Score -726299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -726299.125000 Penalty: 4485.027832
	Iteration 41Q: 3 clusters Score -726299.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -726304.375000 Penalty: 4485.027832
	Iteration 42Q: 3 clusters Score -726304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -726304.812500 Penalty: 4485.027832
	Iteration 43Q: 3 clusters Score -726304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -726306.250000 Penalty: 4485.027832
	Iteration 44Q: 3 clusters Score -726306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -726307.437500 Penalty: 4485.027832
	Iteration 45Q: 3 clusters Score -726307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -726306.625000 Penalty: 4485.027832
	Iteration 46Q: 3 clusters Score -726306.6 nChanged 1
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: -726307.000000 Penalty: 4485.027832
	Iteration 47Q: 3 clusters Score -726307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -726306.312500 Penalty: 4485.027832
	Iteration 48Q: 3 clusters Score -726306.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -726306.312500 Penalty: 4485.027832
	Iteration 49F: 3 clusters Score -726306.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Entering Unmasked Estep 
Score: -713999.375000 Penalty: 2238.551514
	Iteration 0F: 2 clusters Score -713999.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -707363.750000 Penalty: 4477.103027
	Iteration 0F: 3 clusters Score -707363.8 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -709317.250000 Penalty: 4477.103027
	Iteration 1F: 3 clusters Score -709317.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -709746.375000 Penalty: 4477.103027
	Iteration 2F: 3 clusters Score -709746.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -710146.000000 Penalty: 4477.103027
	Iteration 3F: 3 clusters Score -710146 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -710596.000000 Penalty: 4477.103027
	Iteration 4F: 3 clusters Score -710596 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -711076.062500 Penalty: 4477.103027
	Iteration 5F: 3 clusters Score -711076.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -711553.750000 Penalty: 4477.103027
	Iteration 6F: 3 clusters Score -711553.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -712024.875000 Penalty: 4477.103027
	Iteration 7F: 3 clusters Score -712024.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -712398.000000 Penalty: 4477.103027
	Iteration 8Q: 3 clusters Score -712398 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -712701.312500 Penalty: 4477.103027
	Iteration 9Q: 3 clusters Score -712701.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -712922.312500 Penalty: 4477.103027
	Iteration 10Q: 3 clusters Score -712922.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -713063.750000 Penalty: 4477.103027
	Iteration 11Q: 3 clusters Score -713063.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -713153.062500 Penalty: 4477.103027
	Iteration 12Q: 3 clusters Score -713153.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -713212.000000 Penalty: 4477.103027
	Iteration 13Q: 3 clusters Score -713212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -713239.937500 Penalty: 4477.103027
	Iteration 14Q: 3 clusters Score -713239.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -713257.250000 Penalty: 4477.103027
	Iteration 15Q: 3 clusters Score -713257.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -713275.875000 Penalty: 4477.103027
	Iteration 16Q: 3 clusters Score -713275.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -713286.187500 Penalty: 4477.103027
	Iteration 17Q: 3 clusters Score -713286.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -713292.000000 Penalty: 4477.103027
	Iteration 18Q: 3 clusters Score -713292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -713297.937500 Penalty: 4477.103027
	Iteration 19Q: 3 clusters Score -713297.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -713303.937500 Penalty: 4477.103027
	Iteration 20F: 3 clusters Score -713303.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -713309.500000 Penalty: 4477.103027
	Iteration 21Q: 3 clusters Score -713309.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -713316.187500 Penalty: 4477.103027
	Iteration 22Q: 3 clusters Score -713316.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -713324.750000 Penalty: 4477.103027
	Iteration 23Q: 3 clusters Score -713324.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -713328.187500 Penalty: 4477.103027
	Iteration 24Q: 3 clusters Score -713328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -713331.125000 Penalty: 4477.103027
	Iteration 25Q: 3 clusters Score -713331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -713331.312500 Penalty: 4477.103027
	Iteration 26Q: 3 clusters Score -713331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -713333.062500 Penalty: 4477.103027
	Iteration 27Q: 3 clusters Score -713333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -713333.750000 Penalty: 4477.103027
	Iteration 28Q: 3 clusters Score -713333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -713334.750000 Penalty: 4477.103027
	Iteration 29Q: 3 clusters Score -713334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -713334.062500 Penalty: 4477.103027
	Iteration 30Q: 3 clusters Score -713334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -713333.687500 Penalty: 4477.103027
	Iteration 31Q: 3 clusters Score -713333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -713334.187500 Penalty: 4477.103027
	Iteration 32Q: 3 clusters Score -713334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -713334.187500 Penalty: 4477.103027
	Iteration 33F: 3 clusters Score -713334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Entering Unmasked Estep 
Score: -1709947.000000 Penalty: 2446.663330
	Iteration 0F: 2 clusters Score -1709947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1696508.375000 Penalty: 4893.326660
	Iteration 0F: 3 clusters Score -1696508 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1700712.375000 Penalty: 4893.326660
	Iteration 1F: 3 clusters Score -1700712 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1701060.750000 Penalty: 4893.326660
	Iteration 2F: 3 clusters Score -1701061 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1701354.250000 Penalty: 4893.326660
	Iteration 3Q: 3 clusters Score -1701354 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1701624.875000 Penalty: 4893.326660
	Iteration 4Q: 3 clusters Score -1701625 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1701830.375000 Penalty: 4893.326660
	Iteration 5Q: 3 clusters Score -1701830 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1701995.875000 Penalty: 4893.326660
	Iteration 6Q: 3 clusters Score -1701996 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1702179.625000 Penalty: 4893.326660
	Iteration 7Q: 3 clusters Score -1702180 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1702352.625000 Penalty: 4893.326660
	Iteration 8Q: 3 clusters Score -1702353 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1702528.125000 Penalty: 4893.326660
	Iteration 9Q: 3 clusters Score -1702528 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1702714.500000 Penalty: 4893.326660
	Iteration 10Q: 3 clusters Score -1702714 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1702898.250000 Penalty: 4893.326660
	Iteration 11Q: 3 clusters Score -1702898 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1703099.750000 Penalty: 4893.326660
	Iteration 12Q: 3 clusters Score -1703100 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1703345.750000 Penalty: 4893.326660
	Iteration 13Q: 3 clusters Score -1703346 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1703677.750000 Penalty: 4893.326660
	Iteration 14Q: 3 clusters Score -1703678 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1704099.500000 Penalty: 4893.326660
	Iteration 15Q: 3 clusters Score -1704100 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1704660.625000 Penalty: 4893.326660
	Iteration 16Q: 3 clusters Score -1704661 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1705262.125000 Penalty: 4893.326660
	Iteration 17Q: 3 clusters Score -1705262 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1705769.875000 Penalty: 4893.326660
	Iteration 18Q: 3 clusters Score -1705770 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1706214.250000 Penalty: 4893.326660
	Iteration 19Q: 3 clusters Score -1706214 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1706566.000000 Penalty: 4893.326660
	Iteration 20F: 3 clusters Score -1706566 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1706838.625000 Penalty: 4893.326660
	Iteration 21Q: 3 clusters Score -1706839 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1707045.250000 Penalty: 4893.326660
	Iteration 22Q: 3 clusters Score -1707045 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1707227.750000 Penalty: 4893.326660
	Iteration 23Q: 3 clusters Score -1707228 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1707367.125000 Penalty: 4893.326660
	Iteration 24Q: 3 clusters Score -1707367 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1707472.000000 Penalty: 4893.326660
	Iteration 25Q: 3 clusters Score -1707472 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1707561.125000 Penalty: 4893.326660
	Iteration 26Q: 3 clusters Score -1707561 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1707642.250000 Penalty: 4893.326660
	Iteration 27Q: 3 clusters Score -1707642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1707723.375000 Penalty: 4893.326660
	Iteration 28Q: 3 clusters Score -1707723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1707792.000000 Penalty: 4893.326660
	Iteration 29Q: 3 clusters Score -1707792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1707836.750000 Penalty: 4893.326660
	Iteration 30Q: 3 clusters Score -1707837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1707877.875000 Penalty: 4893.326660
	Iteration 31Q: 3 clusters Score -1707878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1707913.750000 Penalty: 4893.326660
	Iteration 32Q: 3 clusters Score -1707914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1707928.250000 Penalty: 4893.326660
	Iteration 33Q: 3 clusters Score -1707928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1707937.750000 Penalty: 4893.326660
	Iteration 34Q: 3 clusters Score -1707938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1707947.500000 Penalty: 4893.326660
	Iteration 35Q: 3 clusters Score -1707948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1707949.625000 Penalty: 4893.326660
	Iteration 36Q: 3 clusters Score -1707950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1707956.125000 Penalty: 4893.326660
	Iteration 37Q: 3 clusters Score -1707956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1707956.250000 Penalty: 4893.326660
	Iteration 38Q: 3 clusters Score -1707956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1707958.375000 Penalty: 4893.326660
	Iteration 39Q: 3 clusters Score -1707958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1707960.625000 Penalty: 4893.326660
	Iteration 40F: 3 clusters Score -1707961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1707962.750000 Penalty: 4893.326660
	Iteration 41Q: 3 clusters Score -1707963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1707967.625000 Penalty: 4893.326660
	Iteration 42Q: 3 clusters Score -1707968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1707969.250000 Penalty: 4893.326660
	Iteration 43Q: 3 clusters Score -1707969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1707972.875000 Penalty: 4893.326660
	Iteration 44Q: 3 clusters Score -1707973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1707975.125000 Penalty: 4893.326660
	Iteration 45Q: 3 clusters Score -1707975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1707976.125000 Penalty: 4893.326660
	Iteration 46Q: 3 clusters Score -1707976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1707976.875000 Penalty: 4893.326660
	Iteration 47Q: 3 clusters Score -1707977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1707980.625000 Penalty: 4893.326660
	Iteration 48Q: 3 clusters Score -1707981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1707980.375000 Penalty: 4893.326660
	Iteration 49Q: 3 clusters Score -1707980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1707982.250000 Penalty: 4893.326660
	Iteration 50Q: 3 clusters Score -1707982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1707982.250000 Penalty: 4893.326660
	Iteration 51F: 3 clusters Score -1707982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -360008.343750 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -360008.3 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 2253 members 
Entering Unmasked Estep 
Score: -355845.187500 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -355845.2 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -356826.500000 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -356826.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -357098.375000 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -357098.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -357290.250000 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -357290.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -357496.437500 Penalty: 4167.172852
	Iteration 4Q: 3 clusters Score -357496.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -357750.812500 Penalty: 4167.172852
	Iteration 5F: 3 clusters Score -357750.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -357999.187500 Penalty: 4167.172852
	Iteration 6F: 3 clusters Score -357999.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -358249.000000 Penalty: 4167.172852
	Iteration 7F: 3 clusters Score -358249 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -358532.156250 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -358532.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -358791.906250 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -358791.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -359009.968750 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -359010 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -359200.218750 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -359200.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -359330.750000 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -359330.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -359445.218750 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -359445.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -359529.750000 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -359529.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -359586.500000 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -359586.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -359622.750000 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -359622.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -359641.250000 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -359641.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -359655.218750 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -359655.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -359658.625000 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -359658.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -359660.968750 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -359661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -359663.500000 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -359663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -359664.500000 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -359664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -359664.406250 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -359664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -359664.937500 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -359664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -359665.468750 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -359665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -359667.593750 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -359667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -359670.937500 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -359670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -359671.343750 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -359671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -359671.343750 Penalty: 4167.172852
	Iteration 29F: 3 clusters Score -359671.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -389809.718750 Penalty: 2106.442627
	Iteration 0F: 2 clusters Score -389809.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -385312.531250 Penalty: 4212.885254
	Iteration 0F: 3 clusters Score -385312.5 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -386443.500000 Penalty: 4212.885254
	Iteration 1F: 3 clusters Score -386443.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -386825.750000 Penalty: 4212.885254
	Iteration 2F: 3 clusters Score -386825.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -387197.125000 Penalty: 4212.885254
	Iteration 3F: 3 clusters Score -387197.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -387627.750000 Penalty: 4212.885254
	Iteration 4F: 3 clusters Score -387627.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -388104.937500 Penalty: 4212.885254
	Iteration 5F: 3 clusters Score -388104.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -388509.093750 Penalty: 4212.885254
	Iteration 6F: 3 clusters Score -388509.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -388756.187500 Penalty: 4212.885254
	Iteration 7F: 3 clusters Score -388756.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -388916.250000 Penalty: 4212.885254
	Iteration 8Q: 3 clusters Score -388916.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -389016.968750 Penalty: 4212.885254
	Iteration 9Q: 3 clusters Score -389017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -389087.875000 Penalty: 4212.885254
	Iteration 10Q: 3 clusters Score -389087.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -389134.718750 Penalty: 4212.885254
	Iteration 11Q: 3 clusters Score -389134.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -389172.781250 Penalty: 4212.885254
	Iteration 12Q: 3 clusters Score -389172.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -389203.375000 Penalty: 4212.885254
	Iteration 13Q: 3 clusters Score -389203.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -389225.406250 Penalty: 4212.885254
	Iteration 14Q: 3 clusters Score -389225.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -389238.937500 Penalty: 4212.885254
	Iteration 15Q: 3 clusters Score -389238.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -389247.906250 Penalty: 4212.885254
	Iteration 16Q: 3 clusters Score -389247.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -389257.781250 Penalty: 4212.885254
	Iteration 17Q: 3 clusters Score -389257.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -389271.593750 Penalty: 4212.885254
	Iteration 18Q: 3 clusters Score -389271.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -389279.437500 Penalty: 4212.885254
	Iteration 19Q: 3 clusters Score -389279.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -389284.218750 Penalty: 4212.885254
	Iteration 20F: 3 clusters Score -389284.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -389287.843750 Penalty: 4212.885254
	Iteration 21Q: 3 clusters Score -389287.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -389290.375000 Penalty: 4212.885254
	Iteration 22Q: 3 clusters Score -389290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -389291.125000 Penalty: 4212.885254
	Iteration 23Q: 3 clusters Score -389291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -389292.562500 Penalty: 4212.885254
	Iteration 24Q: 3 clusters Score -389292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -389293.093750 Penalty: 4212.885254
	Iteration 25Q: 3 clusters Score -389293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -389293.093750 Penalty: 4212.885254
	Iteration 26F: 3 clusters Score -389293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Entering Unmasked Estep 
Score: -923277.937500 Penalty: 2304.670410
	Iteration 0F: 2 clusters Score -923277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -915077.500000 Penalty: 4609.340820
	Iteration 0F: 3 clusters Score -915077.5 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -917466.312500 Penalty: 4609.340820
	Iteration 1F: 3 clusters Score -917466.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -917770.812500 Penalty: 4609.340820
	Iteration 2F: 3 clusters Score -917770.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -917999.687500 Penalty: 4609.340820
	Iteration 3Q: 3 clusters Score -917999.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -918200.125000 Penalty: 4609.340820
	Iteration 4Q: 3 clusters Score -918200.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -918360.812500 Penalty: 4609.340820
	Iteration 5Q: 3 clusters Score -918360.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -918493.437500 Penalty: 4609.340820
	Iteration 6Q: 3 clusters Score -918493.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -918621.062500 Penalty: 4609.340820
	Iteration 7Q: 3 clusters Score -918621.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -918754.000000 Penalty: 4609.340820
	Iteration 8Q: 3 clusters Score -918754 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -918895.062500 Penalty: 4609.340820
	Iteration 9Q: 3 clusters Score -918895.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -919041.562500 Penalty: 4609.340820
	Iteration 10Q: 3 clusters Score -919041.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -919182.875000 Penalty: 4609.340820
	Iteration 11Q: 3 clusters Score -919182.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -919332.875000 Penalty: 4609.340820
	Iteration 12Q: 3 clusters Score -919332.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -919513.687500 Penalty: 4609.340820
	Iteration 13Q: 3 clusters Score -919513.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -919720.937500 Penalty: 4609.340820
	Iteration 14Q: 3 clusters Score -919720.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -919941.750000 Penalty: 4609.340820
	Iteration 15Q: 3 clusters Score -919941.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -920169.312500 Penalty: 4609.340820
	Iteration 16Q: 3 clusters Score -920169.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -920383.812500 Penalty: 4609.340820
	Iteration 17Q: 3 clusters Score -920383.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -920566.125000 Penalty: 4609.340820
	Iteration 18Q: 3 clusters Score -920566.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -920720.562500 Penalty: 4609.340820
	Iteration 19Q: 3 clusters Score -920720.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -920844.937500 Penalty: 4609.340820
	Iteration 20F: 3 clusters Score -920844.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -920962.875000 Penalty: 4609.340820
	Iteration 21Q: 3 clusters Score -920962.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -921079.812500 Penalty: 4609.340820
	Iteration 22Q: 3 clusters Score -921079.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -921209.312500 Penalty: 4609.340820
	Iteration 23Q: 3 clusters Score -921209.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -921344.625000 Penalty: 4609.340820
	Iteration 24Q: 3 clusters Score -921344.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -921475.812500 Penalty: 4609.340820
	Iteration 25Q: 3 clusters Score -921475.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -921611.312500 Penalty: 4609.340820
	Iteration 26Q: 3 clusters Score -921611.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -921733.687500 Penalty: 4609.340820
	Iteration 27Q: 3 clusters Score -921733.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -921829.187500 Penalty: 4609.340820
	Iteration 28Q: 3 clusters Score -921829.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -921907.875000 Penalty: 4609.340820
	Iteration 29Q: 3 clusters Score -921907.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -921963.625000 Penalty: 4609.340820
	Iteration 30Q: 3 clusters Score -921963.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -922004.125000 Penalty: 4609.340820
	Iteration 31Q: 3 clusters Score -922004.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -922030.875000 Penalty: 4609.340820
	Iteration 32Q: 3 clusters Score -922030.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -922051.125000 Penalty: 4609.340820
	Iteration 33Q: 3 clusters Score -922051.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -922068.625000 Penalty: 4609.340820
	Iteration 34Q: 3 clusters Score -922068.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -922082.125000 Penalty: 4609.340820
	Iteration 35Q: 3 clusters Score -922082.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -922099.250000 Penalty: 4609.340820
	Iteration 36Q: 3 clusters Score -922099.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -922110.750000 Penalty: 4609.340820
	Iteration 37Q: 3 clusters Score -922110.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -922119.687500 Penalty: 4609.340820
	Iteration 38Q: 3 clusters Score -922119.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -922135.750000 Penalty: 4609.340820
	Iteration 39Q: 3 clusters Score -922135.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -922141.250000 Penalty: 4609.340820
	Iteration 40F: 3 clusters Score -922141.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -922149.250000 Penalty: 4609.340820
	Iteration 41Q: 3 clusters Score -922149.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -922156.062500 Penalty: 4609.340820
	Iteration 42Q: 3 clusters Score -922156.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -922160.562500 Penalty: 4609.340820
	Iteration 43Q: 3 clusters Score -922160.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -922166.062500 Penalty: 4609.340820
	Iteration 44Q: 3 clusters Score -922166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -922166.750000 Penalty: 4609.340820
	Iteration 45Q: 3 clusters Score -922166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -922169.125000 Penalty: 4609.340820
	Iteration 46Q: 3 clusters Score -922169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -922168.937500 Penalty: 4609.340820
	Iteration 47Q: 3 clusters Score -922168.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -922170.500000 Penalty: 4609.340820
	Iteration 48Q: 3 clusters Score -922170.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -922173.750000 Penalty: 4609.340820
	Iteration 49Q: 3 clusters Score -922173.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -922175.937500 Penalty: 4609.340820
	Iteration 50Q: 3 clusters Score -922175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -922177.437500 Penalty: 4609.340820
	Iteration 51Q: 3 clusters Score -922177.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -922177.687500 Penalty: 4609.340820
	Iteration 52Q: 3 clusters Score -922177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -922177.750000 Penalty: 4609.340820
	Iteration 53Q: 3 clusters Score -922177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -922180.250000 Penalty: 4609.340820
	Iteration 54Q: 3 clusters Score -922180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -922181.687500 Penalty: 4609.340820
	Iteration 55Q: 3 clusters Score -922181.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -922186.937500 Penalty: 4609.340820
	Iteration 56Q: 3 clusters Score -922186.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -922190.937500 Penalty: 4609.340820
	Iteration 57Q: 3 clusters Score -922190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -922192.937500 Penalty: 4609.340820
	Iteration 58Q: 3 clusters Score -922192.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -922200.437500 Penalty: 4609.340820
	Iteration 59Q: 3 clusters Score -922200.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -922204.687500 Penalty: 4609.340820
	Iteration 60F: 3 clusters Score -922204.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -922206.812500 Penalty: 4609.340820
	Iteration 61Q: 3 clusters Score -922206.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -922208.000000 Penalty: 4609.340820
	Iteration 62Q: 3 clusters Score -922208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -922209.125000 Penalty: 4609.340820
	Iteration 63Q: 3 clusters Score -922209.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -922210.937500 Penalty: 4609.340820
	Iteration 64Q: 3 clusters Score -922210.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -922211.875000 Penalty: 4609.340820
	Iteration 65Q: 3 clusters Score -922211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -922213.875000 Penalty: 4609.340820
	Iteration 66Q: 3 clusters Score -922213.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -922218.750000 Penalty: 4609.340820
	Iteration 67Q: 3 clusters Score -922218.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -922219.437500 Penalty: 4609.340820
	Iteration 68Q: 3 clusters Score -922219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -922220.187500 Penalty: 4609.340820
	Iteration 69Q: 3 clusters Score -922220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -922219.437500 Penalty: 4609.340820
	Iteration 70Q: 3 clusters Score -922219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -922220.125000 Penalty: 4609.340820
	Iteration 71Q: 3 clusters Score -922220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -922224.375000 Penalty: 4609.340820
	Iteration 72Q: 3 clusters Score -922224.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -922228.750000 Penalty: 4609.340820
	Iteration 73Q: 3 clusters Score -922228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -922231.187500 Penalty: 4609.340820
	Iteration 74Q: 3 clusters Score -922231.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -922231.000000 Penalty: 4609.340820
	Iteration 75Q: 3 clusters Score -922231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -922231.125000 Penalty: 4609.340820
	Iteration 76Q: 3 clusters Score -922231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -922231.187500 Penalty: 4609.340820
	Iteration 77Q: 3 clusters Score -922231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -922231.187500 Penalty: 4609.340820
	Iteration 78F: 3 clusters Score -922231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -391815.218750 Penalty: 2146.838623
	Iteration 0F: 2 clusters Score -391815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -386924.375000 Penalty: 4293.677246
	Iteration 0F: 3 clusters Score -386924.4 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -388718.781250 Penalty: 4293.677246
	Iteration 1F: 3 clusters Score -388718.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -389434.156250 Penalty: 4293.677246
	Iteration 2F: 3 clusters Score -389434.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -389987.343750 Penalty: 4293.677246
	Iteration 3F: 3 clusters Score -389987.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -390400.625000 Penalty: 4293.677246
	Iteration 4F: 3 clusters Score -390400.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -390626.000000 Penalty: 4293.677246
	Iteration 5F: 3 clusters Score -390626 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -390726.437500 Penalty: 4293.677246
	Iteration 6Q: 3 clusters Score -390726.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -390792.593750 Penalty: 4293.677246
	Iteration 7Q: 3 clusters Score -390792.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -390839.406250 Penalty: 4293.677246
	Iteration 8Q: 3 clusters Score -390839.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -390872.968750 Penalty: 4293.677246
	Iteration 9Q: 3 clusters Score -390873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -390900.906250 Penalty: 4293.677246
	Iteration 10Q: 3 clusters Score -390900.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -390930.843750 Penalty: 4293.677246
	Iteration 11Q: 3 clusters Score -390930.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -390963.656250 Penalty: 4293.677246
	Iteration 12Q: 3 clusters Score -390963.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -391007.531250 Penalty: 4293.677246
	Iteration 13Q: 3 clusters Score -391007.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -391058.906250 Penalty: 4293.677246
	Iteration 14Q: 3 clusters Score -391058.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -391118.625000 Penalty: 4293.677246
	Iteration 15Q: 3 clusters Score -391118.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -391176.062500 Penalty: 4293.677246
	Iteration 16Q: 3 clusters Score -391176.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -391243.812500 Penalty: 4293.677246
	Iteration 17Q: 3 clusters Score -391243.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -391322.187500 Penalty: 4293.677246
	Iteration 18Q: 3 clusters Score -391322.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -391388.125000 Penalty: 4293.677246
	Iteration 19Q: 3 clusters Score -391388.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -391437.750000 Penalty: 4293.677246
	Iteration 20F: 3 clusters Score -391437.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -391470.000000 Penalty: 4293.677246
	Iteration 21Q: 3 clusters Score -391470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -391488.843750 Penalty: 4293.677246
	Iteration 22Q: 3 clusters Score -391488.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -391506.187500 Penalty: 4293.677246
	Iteration 23Q: 3 clusters Score -391506.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -391518.718750 Penalty: 4293.677246
	Iteration 24Q: 3 clusters Score -391518.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -391531.625000 Penalty: 4293.677246
	Iteration 25Q: 3 clusters Score -391531.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -391549.187500 Penalty: 4293.677246
	Iteration 26Q: 3 clusters Score -391549.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -391564.281250 Penalty: 4293.677246
	Iteration 27Q: 3 clusters Score -391564.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -391571.406250 Penalty: 4293.677246
	Iteration 28Q: 3 clusters Score -391571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -391575.656250 Penalty: 4293.677246
	Iteration 29Q: 3 clusters Score -391575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -391577.531250 Penalty: 4293.677246
	Iteration 30Q: 3 clusters Score -391577.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -391580.843750 Penalty: 4293.677246
	Iteration 31Q: 3 clusters Score -391580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -391583.406250 Penalty: 4293.677246
	Iteration 32Q: 3 clusters Score -391583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -391583.875000 Penalty: 4293.677246
	Iteration 33Q: 3 clusters Score -391583.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -391584.156250 Penalty: 4293.677246
	Iteration 34Q: 3 clusters Score -391584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -391586.468750 Penalty: 4293.677246
	Iteration 35Q: 3 clusters Score -391586.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -391588.593750 Penalty: 4293.677246
	Iteration 36Q: 3 clusters Score -391588.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -391590.687500 Penalty: 4293.677246
	Iteration 37Q: 3 clusters Score -391590.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -391593.406250 Penalty: 4293.677246
	Iteration 38Q: 3 clusters Score -391593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -391594.812500 Penalty: 4293.677246
	Iteration 39Q: 3 clusters Score -391594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -391595.062500 Penalty: 4293.677246
	Iteration 40F: 3 clusters Score -391595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -391596.125000 Penalty: 4293.677246
	Iteration 41Q: 3 clusters Score -391596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -391596.406250 Penalty: 4293.677246
	Iteration 42Q: 3 clusters Score -391596.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -391596.406250 Penalty: 4293.677246
	Iteration 43F: 3 clusters Score -391596.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -681713.437500 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -681713.4 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 4149 members 
Entering Unmasked Estep 
Score: -675108.937500 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -675108.9 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -677078.750000 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -677078.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -677506.562500 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -677506.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -677876.000000 Penalty: 4476.268066
	Iteration 3F: 3 clusters Score -677876 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -678277.437500 Penalty: 4476.268066
	Iteration 4F: 3 clusters Score -678277.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -678713.875000 Penalty: 4476.268066
	Iteration 5F: 3 clusters Score -678713.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -679182.312500 Penalty: 4476.268066
	Iteration 6F: 3 clusters Score -679182.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -679702.250000 Penalty: 4476.268066
	Iteration 7F: 3 clusters Score -679702.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -680328.437500 Penalty: 4476.268066
	Iteration 8F: 3 clusters Score -680328.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -681004.812500 Penalty: 4476.268066
	Iteration 9F: 3 clusters Score -681004.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -681729.625000 Penalty: 4476.268066
	Iteration 10F: 3 clusters Score -681729.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -682306.750000 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -682306.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -682711.375000 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -682711.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -682994.437500 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -682994.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -683170.437500 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -683170.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -683252.250000 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -683252.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -683301.437500 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -683301.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -683321.500000 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -683321.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -683330.750000 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -683330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -683336.000000 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -683336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -683336.937500 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -683336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -683337.562500 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -683337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -683337.750000 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -683337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -683337.750000 Penalty: 4476.268066
	Iteration 23F: 3 clusters Score -683337.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 14885 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 412877 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 5738 members 
Mstep: Class 20 contains 28945 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 329529 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33568 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14419 members 
Mstep: Class 31 contains 11887 members 
Mstep: Class 32 contains 13867 members 
Mstep: Class 33 contains 12880 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
Score: -113004992.000000 Penalty: 136387.296875
Splitting cluster 16 changes total score from -113004744.000000 to -113004992.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 17 (16875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Entering Unmasked Estep 
Score: -1492727.750000 Penalty: 2413.929932
	Iteration 0F: 2 clusters Score -1492728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1480783.500000 Penalty: 4827.859863
	Iteration 0F: 3 clusters Score -1480784 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1484709.750000 Penalty: 4827.859863
	Iteration 1F: 3 clusters Score -1484710 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1485081.375000 Penalty: 4827.859863
	Iteration 2F: 3 clusters Score -1485081 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1485367.625000 Penalty: 4827.859863
	Iteration 3Q: 3 clusters Score -1485368 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1485612.750000 Penalty: 4827.859863
	Iteration 4Q: 3 clusters Score -1485613 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1485868.250000 Penalty: 4827.859863
	Iteration 5Q: 3 clusters Score -1485868 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1486147.750000 Penalty: 4827.859863
	Iteration 6Q: 3 clusters Score -1486148 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1486457.500000 Penalty: 4827.859863
	Iteration 7Q: 3 clusters Score -1486458 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1486797.000000 Penalty: 4827.859863
	Iteration 8Q: 3 clusters Score -1486797 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1487169.000000 Penalty: 4827.859863
	Iteration 9Q: 3 clusters Score -1487169 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1487560.375000 Penalty: 4827.859863
	Iteration 10Q: 3 clusters Score -1487560 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1487978.250000 Penalty: 4827.859863
	Iteration 11Q: 3 clusters Score -1487978 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1488429.250000 Penalty: 4827.859863
	Iteration 12Q: 3 clusters Score -1488429 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1488910.875000 Penalty: 4827.859863
	Iteration 13Q: 3 clusters Score -1488911 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1489305.125000 Penalty: 4827.859863
	Iteration 14Q: 3 clusters Score -1489305 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1489569.750000 Penalty: 4827.859863
	Iteration 15Q: 3 clusters Score -1489570 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1489713.750000 Penalty: 4827.859863
	Iteration 16Q: 3 clusters Score -1489714 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1489806.000000 Penalty: 4827.859863
	Iteration 17Q: 3 clusters Score -1489806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1489864.750000 Penalty: 4827.859863
	Iteration 18Q: 3 clusters Score -1489865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1489903.500000 Penalty: 4827.859863
	Iteration 19Q: 3 clusters Score -1489904 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1489942.875000 Penalty: 4827.859863
	Iteration 20F: 3 clusters Score -1489943 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1489972.875000 Penalty: 4827.859863
	Iteration 21Q: 3 clusters Score -1489973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1489996.875000 Penalty: 4827.859863
	Iteration 22Q: 3 clusters Score -1489997 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1490025.375000 Penalty: 4827.859863
	Iteration 23Q: 3 clusters Score -1490025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1490048.000000 Penalty: 4827.859863
	Iteration 24Q: 3 clusters Score -1490048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1490068.500000 Penalty: 4827.859863
	Iteration 25Q: 3 clusters Score -1490068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1490084.250000 Penalty: 4827.859863
	Iteration 26Q: 3 clusters Score -1490084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1490099.875000 Penalty: 4827.859863
	Iteration 27Q: 3 clusters Score -1490100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1490104.375000 Penalty: 4827.859863
	Iteration 28Q: 3 clusters Score -1490104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1490120.625000 Penalty: 4827.859863
	Iteration 29Q: 3 clusters Score -1490121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1490133.125000 Penalty: 4827.859863
	Iteration 30Q: 3 clusters Score -1490133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1490145.500000 Penalty: 4827.859863
	Iteration 31Q: 3 clusters Score -1490146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1490166.125000 Penalty: 4827.859863
	Iteration 32Q: 3 clusters Score -1490166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1490174.250000 Penalty: 4827.859863
	Iteration 33Q: 3 clusters Score -1490174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1490188.250000 Penalty: 4827.859863
	Iteration 34Q: 3 clusters Score -1490188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1490196.875000 Penalty: 4827.859863
	Iteration 35Q: 3 clusters Score -1490197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1490210.750000 Penalty: 4827.859863
	Iteration 36Q: 3 clusters Score -1490211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1490228.000000 Penalty: 4827.859863
	Iteration 37Q: 3 clusters Score -1490228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1490251.875000 Penalty: 4827.859863
	Iteration 38Q: 3 clusters Score -1490252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1490276.000000 Penalty: 4827.859863
	Iteration 39Q: 3 clusters Score -1490276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1490294.000000 Penalty: 4827.859863
	Iteration 40F: 3 clusters Score -1490294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1490308.500000 Penalty: 4827.859863
	Iteration 41Q: 3 clusters Score -1490308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1490322.500000 Penalty: 4827.859863
	Iteration 42Q: 3 clusters Score -1490322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1490333.250000 Penalty: 4827.859863
	Iteration 43Q: 3 clusters Score -1490333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1490348.000000 Penalty: 4827.859863
	Iteration 44Q: 3 clusters Score -1490348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1490354.625000 Penalty: 4827.859863
	Iteration 45Q: 3 clusters Score -1490355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1490371.000000 Penalty: 4827.859863
	Iteration 46Q: 3 clusters Score -1490371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1490381.500000 Penalty: 4827.859863
	Iteration 47Q: 3 clusters Score -1490382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1490389.750000 Penalty: 4827.859863
	Iteration 48Q: 3 clusters Score -1490390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1490405.250000 Penalty: 4827.859863
	Iteration 49Q: 3 clusters Score -1490405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1490412.375000 Penalty: 4827.859863
	Iteration 50Q: 3 clusters Score -1490412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1490427.125000 Penalty: 4827.859863
	Iteration 51Q: 3 clusters Score -1490427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1490437.375000 Penalty: 4827.859863
	Iteration 52Q: 3 clusters Score -1490437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1490452.750000 Penalty: 4827.859863
	Iteration 53Q: 3 clusters Score -1490453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1490461.000000 Penalty: 4827.859863
	Iteration 54Q: 3 clusters Score -1490461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1490475.000000 Penalty: 4827.859863
	Iteration 55Q: 3 clusters Score -1490475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1490487.750000 Penalty: 4827.859863
	Iteration 56Q: 3 clusters Score -1490488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1490500.875000 Penalty: 4827.859863
	Iteration 57Q: 3 clusters Score -1490501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1490519.625000 Penalty: 4827.859863
	Iteration 58Q: 3 clusters Score -1490520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1490544.750000 Penalty: 4827.859863
	Iteration 59Q: 3 clusters Score -1490545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1490560.250000 Penalty: 4827.859863
	Iteration 60F: 3 clusters Score -1490560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1490575.375000 Penalty: 4827.859863
	Iteration 61Q: 3 clusters Score -1490575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1490582.250000 Penalty: 4827.859863
	Iteration 62Q: 3 clusters Score -1490582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1490594.750000 Penalty: 4827.859863
	Iteration 63Q: 3 clusters Score -1490595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1490604.750000 Penalty: 4827.859863
	Iteration 64Q: 3 clusters Score -1490605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1490616.125000 Penalty: 4827.859863
	Iteration 65Q: 3 clusters Score -1490616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1490622.750000 Penalty: 4827.859863
	Iteration 66Q: 3 clusters Score -1490623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1490627.500000 Penalty: 4827.859863
	Iteration 67Q: 3 clusters Score -1490628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1490638.625000 Penalty: 4827.859863
	Iteration 68Q: 3 clusters Score -1490639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1490646.250000 Penalty: 4827.859863
	Iteration 69Q: 3 clusters Score -1490646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1490651.125000 Penalty: 4827.859863
	Iteration 70Q: 3 clusters Score -1490651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1490656.750000 Penalty: 4827.859863
	Iteration 71Q: 3 clusters Score -1490657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1490662.625000 Penalty: 4827.859863
	Iteration 72Q: 3 clusters Score -1490663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1490662.500000 Penalty: 4827.859863
	Iteration 73Q: 3 clusters Score -1490662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1490664.375000 Penalty: 4827.859863
	Iteration 74Q: 3 clusters Score -1490664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1490668.125000 Penalty: 4827.859863
	Iteration 75Q: 3 clusters Score -1490668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1490667.250000 Penalty: 4827.859863
	Iteration 76Q: 3 clusters Score -1490667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1490668.500000 Penalty: 4827.859863
	Iteration 77Q: 3 clusters Score -1490668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1490671.375000 Penalty: 4827.859863
	Iteration 78Q: 3 clusters Score -1490671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1490675.750000 Penalty: 4827.859863
	Iteration 79Q: 3 clusters Score -1490676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1490676.750000 Penalty: 4827.859863
	Iteration 80F: 3 clusters Score -1490677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1490680.375000 Penalty: 4827.859863
	Iteration 81Q: 3 clusters Score -1490680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1490679.250000 Penalty: 4827.859863
	Iteration 82Q: 3 clusters Score -1490679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1490682.125000 Penalty: 4827.859863
	Iteration 83Q: 3 clusters Score -1490682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1490682.125000 Penalty: 4827.859863
	Iteration 84Q: 3 clusters Score -1490682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1490682.625000 Penalty: 4827.859863
	Iteration 85Q: 3 clusters Score -1490683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1490683.750000 Penalty: 4827.859863
	Iteration 86Q: 3 clusters Score -1490684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1490687.625000 Penalty: 4827.859863
	Iteration 87Q: 3 clusters Score -1490688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1490687.875000 Penalty: 4827.859863
	Iteration 88Q: 3 clusters Score -1490688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1490687.875000 Penalty: 4827.859863
	Iteration 89Q: 3 clusters Score -1490688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1490691.500000 Penalty: 4827.859863
	Iteration 90Q: 3 clusters Score -1490692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1490689.125000 Penalty: 4827.859863
	Iteration 91Q: 3 clusters Score -1490689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1490690.625000 Penalty: 4827.859863
	Iteration 92Q: 3 clusters Score -1490691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1490690.500000 Penalty: 4827.859863
	Iteration 93Q: 3 clusters Score -1490690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1490691.375000 Penalty: 4827.859863
	Iteration 94Q: 3 clusters Score -1490691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1490691.375000 Penalty: 4827.859863
	Iteration 95F: 3 clusters Score -1490691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Entering Unmasked Estep 
Score: -2303165.000000 Penalty: 2521.245605
	Iteration 0F: 2 clusters Score -2303165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2285184.750000 Penalty: 5042.491211
	Iteration 0F: 3 clusters Score -2285185 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2291453.750000 Penalty: 5042.491211
	Iteration 1F: 3 clusters Score -2291454 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2291870.750000 Penalty: 5042.491211
	Iteration 2Q: 3 clusters Score -2291871 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2292220.500000 Penalty: 5042.491211
	Iteration 3Q: 3 clusters Score -2292220 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2292550.750000 Penalty: 5042.491211
	Iteration 4Q: 3 clusters Score -2292551 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2292886.500000 Penalty: 5042.491211
	Iteration 5Q: 3 clusters Score -2292886 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2293225.750000 Penalty: 5042.491211
	Iteration 6Q: 3 clusters Score -2293226 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2293564.000000 Penalty: 5042.491211
	Iteration 7Q: 3 clusters Score -2293564 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2293926.500000 Penalty: 5042.491211
	Iteration 8Q: 3 clusters Score -2293926 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2294278.250000 Penalty: 5042.491211
	Iteration 9Q: 3 clusters Score -2294278 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2294673.000000 Penalty: 5042.491211
	Iteration 10Q: 3 clusters Score -2294673 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2295111.500000 Penalty: 5042.491211
	Iteration 11Q: 3 clusters Score -2295112 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2295599.250000 Penalty: 5042.491211
	Iteration 12Q: 3 clusters Score -2295599 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2296121.500000 Penalty: 5042.491211
	Iteration 13Q: 3 clusters Score -2296122 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2296592.750000 Penalty: 5042.491211
	Iteration 14Q: 3 clusters Score -2296593 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2296979.750000 Penalty: 5042.491211
	Iteration 15Q: 3 clusters Score -2296980 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2297233.000000 Penalty: 5042.491211
	Iteration 16Q: 3 clusters Score -2297233 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2297390.250000 Penalty: 5042.491211
	Iteration 17Q: 3 clusters Score -2297390 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2297508.500000 Penalty: 5042.491211
	Iteration 18Q: 3 clusters Score -2297508 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2297596.250000 Penalty: 5042.491211
	Iteration 19Q: 3 clusters Score -2297596 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2297698.000000 Penalty: 5042.491211
	Iteration 20F: 3 clusters Score -2297698 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2297775.250000 Penalty: 5042.491211
	Iteration 21Q: 3 clusters Score -2297775 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2297861.500000 Penalty: 5042.491211
	Iteration 22Q: 3 clusters Score -2297862 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2297945.250000 Penalty: 5042.491211
	Iteration 23Q: 3 clusters Score -2297945 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2298017.000000 Penalty: 5042.491211
	Iteration 24Q: 3 clusters Score -2298017 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2298087.250000 Penalty: 5042.491211
	Iteration 25Q: 3 clusters Score -2298087 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2298144.750000 Penalty: 5042.491211
	Iteration 26Q: 3 clusters Score -2298145 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2298198.500000 Penalty: 5042.491211
	Iteration 27Q: 3 clusters Score -2298198 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2298245.500000 Penalty: 5042.491211
	Iteration 28Q: 3 clusters Score -2298246 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2298308.250000 Penalty: 5042.491211
	Iteration 29Q: 3 clusters Score -2298308 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2298362.000000 Penalty: 5042.491211
	Iteration 30Q: 3 clusters Score -2298362 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2298417.750000 Penalty: 5042.491211
	Iteration 31Q: 3 clusters Score -2298418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2298469.750000 Penalty: 5042.491211
	Iteration 32Q: 3 clusters Score -2298470 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2298525.500000 Penalty: 5042.491211
	Iteration 33Q: 3 clusters Score -2298526 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2298565.000000 Penalty: 5042.491211
	Iteration 34Q: 3 clusters Score -2298565 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2298629.000000 Penalty: 5042.491211
	Iteration 35Q: 3 clusters Score -2298629 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2298671.000000 Penalty: 5042.491211
	Iteration 36Q: 3 clusters Score -2298671 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2298711.000000 Penalty: 5042.491211
	Iteration 37Q: 3 clusters Score -2298711 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2298758.000000 Penalty: 5042.491211
	Iteration 38Q: 3 clusters Score -2298758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2298797.250000 Penalty: 5042.491211
	Iteration 39Q: 3 clusters Score -2298797 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2298845.500000 Penalty: 5042.491211
	Iteration 40F: 3 clusters Score -2298846 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2298878.750000 Penalty: 5042.491211
	Iteration 41Q: 3 clusters Score -2298879 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2298924.250000 Penalty: 5042.491211
	Iteration 42Q: 3 clusters Score -2298924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2298970.750000 Penalty: 5042.491211
	Iteration 43Q: 3 clusters Score -2298971 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2298996.000000 Penalty: 5042.491211
	Iteration 44Q: 3 clusters Score -2298996 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2299027.000000 Penalty: 5042.491211
	Iteration 45Q: 3 clusters Score -2299027 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2299066.750000 Penalty: 5042.491211
	Iteration 46Q: 3 clusters Score -2299067 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2299096.750000 Penalty: 5042.491211
	Iteration 47Q: 3 clusters Score -2299097 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2299139.250000 Penalty: 5042.491211
	Iteration 48Q: 3 clusters Score -2299139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2299150.500000 Penalty: 5042.491211
	Iteration 49Q: 3 clusters Score -2299150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2299175.750000 Penalty: 5042.491211
	Iteration 50Q: 3 clusters Score -2299176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2299215.250000 Penalty: 5042.491211
	Iteration 51Q: 3 clusters Score -2299215 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2299254.750000 Penalty: 5042.491211
	Iteration 52Q: 3 clusters Score -2299255 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2299282.250000 Penalty: 5042.491211
	Iteration 53Q: 3 clusters Score -2299282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2299318.750000 Penalty: 5042.491211
	Iteration 54Q: 3 clusters Score -2299319 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2299342.250000 Penalty: 5042.491211
	Iteration 55Q: 3 clusters Score -2299342 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2299360.500000 Penalty: 5042.491211
	Iteration 56Q: 3 clusters Score -2299360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2299369.500000 Penalty: 5042.491211
	Iteration 57Q: 3 clusters Score -2299370 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2299402.250000 Penalty: 5042.491211
	Iteration 58Q: 3 clusters Score -2299402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2299422.000000 Penalty: 5042.491211
	Iteration 59Q: 3 clusters Score -2299422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2299443.500000 Penalty: 5042.491211
	Iteration 60F: 3 clusters Score -2299444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2299443.750000 Penalty: 5042.491211
	Iteration 61Q: 3 clusters Score -2299444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2299468.000000 Penalty: 5042.491211
	Iteration 62Q: 3 clusters Score -2299468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2299486.250000 Penalty: 5042.491211
	Iteration 63Q: 3 clusters Score -2299486 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2299494.750000 Penalty: 5042.491211
	Iteration 64Q: 3 clusters Score -2299495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2299522.500000 Penalty: 5042.491211
	Iteration 65Q: 3 clusters Score -2299522 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2299527.000000 Penalty: 5042.491211
	Iteration 66Q: 3 clusters Score -2299527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2299549.750000 Penalty: 5042.491211
	Iteration 67Q: 3 clusters Score -2299550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2299565.500000 Penalty: 5042.491211
	Iteration 68Q: 3 clusters Score -2299566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2299578.250000 Penalty: 5042.491211
	Iteration 69Q: 3 clusters Score -2299578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2299598.000000 Penalty: 5042.491211
	Iteration 70Q: 3 clusters Score -2299598 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2299610.000000 Penalty: 5042.491211
	Iteration 71Q: 3 clusters Score -2299610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2299615.250000 Penalty: 5042.491211
	Iteration 72Q: 3 clusters Score -2299615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2299622.500000 Penalty: 5042.491211
	Iteration 73Q: 3 clusters Score -2299622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2299623.500000 Penalty: 5042.491211
	Iteration 74Q: 3 clusters Score -2299624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2299627.250000 Penalty: 5042.491211
	Iteration 75Q: 3 clusters Score -2299627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2299632.500000 Penalty: 5042.491211
	Iteration 76Q: 3 clusters Score -2299632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2299634.250000 Penalty: 5042.491211
	Iteration 77Q: 3 clusters Score -2299634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2299637.000000 Penalty: 5042.491211
	Iteration 78Q: 3 clusters Score -2299637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2299642.750000 Penalty: 5042.491211
	Iteration 79Q: 3 clusters Score -2299643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2299641.750000 Penalty: 5042.491211
	Iteration 80F: 3 clusters Score -2299642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2299639.000000 Penalty: 5042.491211
	Iteration 81Q: 3 clusters Score -2299639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2299639.500000 Penalty: 5042.491211
	Iteration 82Q: 3 clusters Score -2299640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2299642.000000 Penalty: 5042.491211
	Iteration 83Q: 3 clusters Score -2299642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2299639.750000 Penalty: 5042.491211
	Iteration 84Q: 3 clusters Score -2299640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2299640.750000 Penalty: 5042.491211
	Iteration 85Q: 3 clusters Score -2299641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2299641.000000 Penalty: 5042.491211
	Iteration 86Q: 3 clusters Score -2299641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2299643.500000 Penalty: 5042.491211
	Iteration 87Q: 3 clusters Score -2299644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2299642.750000 Penalty: 5042.491211
	Iteration 88Q: 3 clusters Score -2299643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2299640.500000 Penalty: 5042.491211
	Iteration 89Q: 3 clusters Score -2299640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2299642.500000 Penalty: 5042.491211
	Iteration 90Q: 3 clusters Score -2299642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2299642.500000 Penalty: 5042.491211
	Iteration 91F: 3 clusters Score -2299642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -511587.343750 Penalty: 2146.406738
	Iteration 0F: 2 clusters Score -511587.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -506607.187500 Penalty: 4292.813477
	Iteration 0F: 3 clusters Score -506607.2 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -507822.187500 Penalty: 4292.813477
	Iteration 1F: 3 clusters Score -507822.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -508076.531250 Penalty: 4292.813477
	Iteration 2F: 3 clusters Score -508076.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -508239.875000 Penalty: 4292.813477
	Iteration 3F: 3 clusters Score -508239.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -508404.750000 Penalty: 4292.813477
	Iteration 4Q: 3 clusters Score -508404.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -508600.281250 Penalty: 4292.813477
	Iteration 5Q: 3 clusters Score -508600.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -508814.375000 Penalty: 4292.813477
	Iteration 6Q: 3 clusters Score -508814.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -509088.406250 Penalty: 4292.813477
	Iteration 7Q: 3 clusters Score -509088.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -509320.343750 Penalty: 4292.813477
	Iteration 8F: 3 clusters Score -509320.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -509512.468750 Penalty: 4292.813477
	Iteration 9Q: 3 clusters Score -509512.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -509655.156250 Penalty: 4292.813477
	Iteration 10Q: 3 clusters Score -509655.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -509751.968750 Penalty: 4292.813477
	Iteration 11Q: 3 clusters Score -509752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -509835.875000 Penalty: 4292.813477
	Iteration 12Q: 3 clusters Score -509835.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -509892.812500 Penalty: 4292.813477
	Iteration 13Q: 3 clusters Score -509892.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -509951.218750 Penalty: 4292.813477
	Iteration 14Q: 3 clusters Score -509951.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -509986.343750 Penalty: 4292.813477
	Iteration 15Q: 3 clusters Score -509986.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -510014.437500 Penalty: 4292.813477
	Iteration 16Q: 3 clusters Score -510014.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -510038.500000 Penalty: 4292.813477
	Iteration 17Q: 3 clusters Score -510038.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -510058.937500 Penalty: 4292.813477
	Iteration 18Q: 3 clusters Score -510058.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -510080.250000 Penalty: 4292.813477
	Iteration 19Q: 3 clusters Score -510080.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -510088.062500 Penalty: 4292.813477
	Iteration 20F: 3 clusters Score -510088.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -510097.718750 Penalty: 4292.813477
	Iteration 21Q: 3 clusters Score -510097.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -510110.593750 Penalty: 4292.813477
	Iteration 22Q: 3 clusters Score -510110.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -510121.968750 Penalty: 4292.813477
	Iteration 23Q: 3 clusters Score -510122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -510131.125000 Penalty: 4292.813477
	Iteration 24Q: 3 clusters Score -510131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -510135.593750 Penalty: 4292.813477
	Iteration 25Q: 3 clusters Score -510135.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -510140.375000 Penalty: 4292.813477
	Iteration 26Q: 3 clusters Score -510140.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -510145.218750 Penalty: 4292.813477
	Iteration 27Q: 3 clusters Score -510145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -510150.187500 Penalty: 4292.813477
	Iteration 28Q: 3 clusters Score -510150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -510152.812500 Penalty: 4292.813477
	Iteration 29Q: 3 clusters Score -510152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -510157.187500 Penalty: 4292.813477
	Iteration 30Q: 3 clusters Score -510157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -510160.375000 Penalty: 4292.813477
	Iteration 31Q: 3 clusters Score -510160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -510162.031250 Penalty: 4292.813477
	Iteration 32Q: 3 clusters Score -510162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -510161.531250 Penalty: 4292.813477
	Iteration 33Q: 3 clusters Score -510161.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -510161.531250 Penalty: 4292.813477
	Iteration 34F: 3 clusters Score -510161.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Entering Unmasked Estep 
Score: -2493133.250000 Penalty: 2547.741699
	Iteration 0F: 2 clusters Score -2493133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2473170.500000 Penalty: 5095.483398
	Iteration 0F: 3 clusters Score -2473170 nChanged 13151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2484084 nChanged 1811
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2485451 nChanged 1795
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Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2486758 nChanged 1718
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Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2487943 nChanged 1502
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Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2488852 nChanged 1130
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Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2489971 nChanged 474
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Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2490295 nChanged 282
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Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2490378 nChanged 243
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Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2490512 nChanged 178
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Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2490545 nChanged 196
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Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2490588 nChanged 195
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Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2490651 nChanged 209
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Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2490694 nChanged 204
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Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2490736 nChanged 214
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Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2490802 nChanged 200
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Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2490851 nChanged 223
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Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 14930 members 
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	Iteration 27Q: 3 clusters Score -2490899 nChanged 225
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Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 15187 members 
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	Iteration 29Q: 3 clusters Score -2491009 nChanged 195
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Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 15320 members 
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	Iteration 30Q: 3 clusters Score -2491056 nChanged 177
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Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 15431 members 
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	Iteration 31Q: 3 clusters Score -2491100 nChanged 183
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Mstep: Class 2 contains 15548 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 16072 members 
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	Iteration 37Q: 3 clusters Score -2491242 nChanged 129
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Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 16167 members 
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	Iteration 38Q: 3 clusters Score -2491263 nChanged 105
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Mstep: Class 1 contains 12693 members 
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	Iteration 39Q: 3 clusters Score -2491286 nChanged 103
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Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2491307 nChanged 101
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Mstep: Class 1 contains 12529 members 
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	Iteration 41Q: 3 clusters Score -2491326 nChanged 86
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Mstep: Class 1 contains 12459 members 
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	Iteration 42Q: 3 clusters Score -2491334 nChanged 95
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Mstep: Class 1 contains 12380 members 
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	Iteration 43Q: 3 clusters Score -2491340 nChanged 94
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Mstep: Class 1 contains 12300 members 
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	Iteration 44Q: 3 clusters Score -2491361 nChanged 75
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Mstep: Class 1 contains 12229 members 
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	Iteration 45Q: 3 clusters Score -2491369 nChanged 71
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Mstep: Class 1 contains 12164 members 
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	Iteration 46Q: 3 clusters Score -2491380 nChanged 82
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Mstep: Class 1 contains 12090 members 
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	Iteration 48Q: 3 clusters Score -2491406 nChanged 97
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	Iteration 49Q: 3 clusters Score -2491412 nChanged 82
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Mstep: Class 1 contains 11826 members 
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	Iteration 50Q: 3 clusters Score -2491424 nChanged 69
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Mstep: Class 1 contains 11757 members 
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	Iteration 51Q: 3 clusters Score -2491433 nChanged 68
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Mstep: Class 1 contains 11689 members 
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	Iteration 52Q: 3 clusters Score -2491439 nChanged 76
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Mstep: Class 1 contains 11617 members 
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	Iteration 53Q: 3 clusters Score -2491450 nChanged 66
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	Iteration 54Q: 3 clusters Score -2491450 nChanged 64
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2491458 nChanged 58
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	Iteration 56Q: 3 clusters Score -2491470 nChanged 61
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	Iteration 57Q: 3 clusters Score -2491480 nChanged 54
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Mstep: Class 1 contains 11314 members 
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	Iteration 58Q: 3 clusters Score -2491475 nChanged 49
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Mstep: Class 1 contains 11265 members 
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	Iteration 59Q: 3 clusters Score -2491483 nChanged 56
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Mstep: Class 1 contains 11209 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2491478 nChanged 58
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Mstep: Class 1 contains 11151 members 
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	Iteration 61Q: 3 clusters Score -2491490 nChanged 53
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Mstep: Class 1 contains 11098 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2491497 nChanged 52
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Mstep: Class 1 contains 11046 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2491508 nChanged 54
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Mstep: Class 1 contains 10992 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2491510 nChanged 52
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Mstep: Class 1 contains 10940 members 
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	Iteration 65Q: 3 clusters Score -2491518 nChanged 54
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Mstep: Class 1 contains 10886 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2491522 nChanged 55
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Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2491529 nChanged 60
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Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2491532 nChanged 53
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Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2491538 nChanged 33
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Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2491539 nChanged 35
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Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2491540 nChanged 37
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Mstep: Class 1 contains 10627 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2491543 nChanged 31
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Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2491549 nChanged 23
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Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 18370 members 
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	Iteration 74Q: 3 clusters Score -2491550 nChanged 26
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Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 18396 members 
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	Iteration 75Q: 3 clusters Score -2491554 nChanged 26
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Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 18420 members 
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	Iteration 76Q: 3 clusters Score -2491552 nChanged 23
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	Iteration 77Q: 3 clusters Score -2491556 nChanged 26
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Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 18467 members 
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	Iteration 78Q: 3 clusters Score -2491552 nChanged 17
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Mstep: Class 2 contains 18484 members 
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	Iteration 79Q: 3 clusters Score -2491551 nChanged 20
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Mstep: Class 1 contains 10441 members 
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	Iteration 80F: 3 clusters Score -2491553 nChanged 24
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Mstep: Class 1 contains 10417 members 
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	Iteration 81Q: 3 clusters Score -2491556 nChanged 21
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Mstep: Class 1 contains 10396 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2491560 nChanged 13
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Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2491559 nChanged 14
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Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2491563 nChanged 25
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2491567 nChanged 25
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Mstep: Class 1 contains 10319 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2491572 nChanged 18
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Mstep: Class 1 contains 10301 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2491574 nChanged 23
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Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2491575 nChanged 17
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Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2491581.500000 Penalty: 5095.483398
	Iteration 89Q: 3 clusters Score -2491582 nChanged 14
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Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2491583 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2491578.750000 Penalty: 5095.483398
	Iteration 91Q: 3 clusters Score -2491579 nChanged 6
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Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2491584 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2491582.000000 Penalty: 5095.483398
	Iteration 93Q: 3 clusters Score -2491582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2491582.500000 Penalty: 5095.483398
	Iteration 94Q: 3 clusters Score -2491582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2491582.250000 Penalty: 5095.483398
	Iteration 95Q: 3 clusters Score -2491582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2491581.750000 Penalty: 5095.483398
	Iteration 96Q: 3 clusters Score -2491582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2491583.750000 Penalty: 5095.483398
	Iteration 97Q: 3 clusters Score -2491584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2491582.250000 Penalty: 5095.483398
	Iteration 98Q: 3 clusters Score -2491582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2491587.500000 Penalty: 5095.483398
	Iteration 99Q: 3 clusters Score -2491588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2491583.250000 Penalty: 5095.483398
	Iteration 100F: 3 clusters Score -2491583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2491592.250000 Penalty: 5095.483398
	Iteration 101Q: 3 clusters Score -2491592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2491595.750000 Penalty: 5095.483398
	Iteration 102Q: 3 clusters Score -2491596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2491587.250000 Penalty: 5095.483398
	Iteration 103Q: 3 clusters Score -2491587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2491588.500000 Penalty: 5095.483398
	Iteration 104Q: 3 clusters Score -2491588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2491590.750000 Penalty: 5095.483398
	Iteration 105Q: 3 clusters Score -2491591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2491599.750000 Penalty: 5095.483398
	Iteration 106Q: 3 clusters Score -2491600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2491597.250000 Penalty: 5095.483398
	Iteration 107Q: 3 clusters Score -2491597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2491597.250000 Penalty: 5095.483398
	Iteration 108Q: 3 clusters Score -2491597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2491598.000000 Penalty: 5095.483398
	Iteration 109Q: 3 clusters Score -2491598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2491599.750000 Penalty: 5095.483398
	Iteration 110Q: 3 clusters Score -2491600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2491600.000000 Penalty: 5095.483398
	Iteration 111Q: 3 clusters Score -2491600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2491608.250000 Penalty: 5095.483398
	Iteration 112Q: 3 clusters Score -2491608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2491605.000000 Penalty: 5095.483398
	Iteration 113Q: 3 clusters Score -2491605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2491605.750000 Penalty: 5095.483398
	Iteration 114Q: 3 clusters Score -2491606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2491607.250000 Penalty: 5095.483398
	Iteration 115Q: 3 clusters Score -2491607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2491602.500000 Penalty: 5095.483398
	Iteration 116Q: 3 clusters Score -2491602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2491605.250000 Penalty: 5095.483398
	Iteration 117Q: 3 clusters Score -2491605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2491605.000000 Penalty: 5095.483398
	Iteration 118Q: 3 clusters Score -2491605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2491601.750000 Penalty: 5095.483398
	Iteration 119Q: 3 clusters Score -2491602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2491600.750000 Penalty: 5095.483398
	Iteration 120F: 3 clusters Score -2491601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2491599.750000 Penalty: 5095.483398
	Iteration 121Q: 3 clusters Score -2491600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2491603.750000 Penalty: 5095.483398
	Iteration 122Q: 3 clusters Score -2491604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2491604.750000 Penalty: 5095.483398
	Iteration 123Q: 3 clusters Score -2491605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2491605.000000 Penalty: 5095.483398
	Iteration 124Q: 3 clusters Score -2491605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2491606.750000 Penalty: 5095.483398
	Iteration 125Q: 3 clusters Score -2491607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2491607.500000 Penalty: 5095.483398
	Iteration 126Q: 3 clusters Score -2491608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2491608.250000 Penalty: 5095.483398
	Iteration 127Q: 3 clusters Score -2491608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2491608.250000 Penalty: 5095.483398
	Iteration 128F: 3 clusters Score -2491608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -473336.593750 Penalty: 2146.666016
	Iteration 0F: 2 clusters Score -473336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -468298.750000 Penalty: 4293.332031
	Iteration 0F: 3 clusters Score -468298.8 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -469608.875000 Penalty: 4293.332031
	Iteration 1F: 3 clusters Score -469608.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -469839.562500 Penalty: 4293.332031
	Iteration 2F: 3 clusters Score -469839.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -469991.843750 Penalty: 4293.332031
	Iteration 3F: 3 clusters Score -469991.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -470124.593750 Penalty: 4293.332031
	Iteration 4Q: 3 clusters Score -470124.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -470234.875000 Penalty: 4293.332031
	Iteration 5Q: 3 clusters Score -470234.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -470313.593750 Penalty: 4293.332031
	Iteration 6Q: 3 clusters Score -470313.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -470366.937500 Penalty: 4293.332031
	Iteration 7Q: 3 clusters Score -470366.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -470419.968750 Penalty: 4293.332031
	Iteration 8Q: 3 clusters Score -470420 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -470475.187500 Penalty: 4293.332031
	Iteration 9Q: 3 clusters Score -470475.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -470513.000000 Penalty: 4293.332031
	Iteration 10Q: 3 clusters Score -470513 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -470556.718750 Penalty: 4293.332031
	Iteration 11Q: 3 clusters Score -470556.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -470590.468750 Penalty: 4293.332031
	Iteration 12Q: 3 clusters Score -470590.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -470618.500000 Penalty: 4293.332031
	Iteration 13Q: 3 clusters Score -470618.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -470646.593750 Penalty: 4293.332031
	Iteration 14Q: 3 clusters Score -470646.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -470677.093750 Penalty: 4293.332031
	Iteration 15Q: 3 clusters Score -470677.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -470710.218750 Penalty: 4293.332031
	Iteration 16Q: 3 clusters Score -470710.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -470741.562500 Penalty: 4293.332031
	Iteration 17Q: 3 clusters Score -470741.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -470768.406250 Penalty: 4293.332031
	Iteration 18Q: 3 clusters Score -470768.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -470792.406250 Penalty: 4293.332031
	Iteration 19Q: 3 clusters Score -470792.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -470818.218750 Penalty: 4293.332031
	Iteration 20F: 3 clusters Score -470818.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -470839.437500 Penalty: 4293.332031
	Iteration 21Q: 3 clusters Score -470839.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -470862.562500 Penalty: 4293.332031
	Iteration 22Q: 3 clusters Score -470862.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -470889.312500 Penalty: 4293.332031
	Iteration 23Q: 3 clusters Score -470889.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -470911.593750 Penalty: 4293.332031
	Iteration 24Q: 3 clusters Score -470911.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -470934.500000 Penalty: 4293.332031
	Iteration 25Q: 3 clusters Score -470934.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -470959.281250 Penalty: 4293.332031
	Iteration 26Q: 3 clusters Score -470959.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -470985.593750 Penalty: 4293.332031
	Iteration 27Q: 3 clusters Score -470985.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -471011.437500 Penalty: 4293.332031
	Iteration 28Q: 3 clusters Score -471011.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -471032.000000 Penalty: 4293.332031
	Iteration 29Q: 3 clusters Score -471032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -471052.218750 Penalty: 4293.332031
	Iteration 30Q: 3 clusters Score -471052.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -471068.500000 Penalty: 4293.332031
	Iteration 31Q: 3 clusters Score -471068.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -471089.656250 Penalty: 4293.332031
	Iteration 32Q: 3 clusters Score -471089.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -471114.312500 Penalty: 4293.332031
	Iteration 33Q: 3 clusters Score -471114.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -471144.875000 Penalty: 4293.332031
	Iteration 34Q: 3 clusters Score -471144.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -471164.218750 Penalty: 4293.332031
	Iteration 35Q: 3 clusters Score -471164.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -471185.187500 Penalty: 4293.332031
	Iteration 36Q: 3 clusters Score -471185.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -471201.312500 Penalty: 4293.332031
	Iteration 37Q: 3 clusters Score -471201.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -471219.500000 Penalty: 4293.332031
	Iteration 38Q: 3 clusters Score -471219.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -471230.812500 Penalty: 4293.332031
	Iteration 39Q: 3 clusters Score -471230.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -471238.000000 Penalty: 4293.332031
	Iteration 40F: 3 clusters Score -471238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -471242.750000 Penalty: 4293.332031
	Iteration 41Q: 3 clusters Score -471242.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -471248.687500 Penalty: 4293.332031
	Iteration 42Q: 3 clusters Score -471248.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -471251.343750 Penalty: 4293.332031
	Iteration 43Q: 3 clusters Score -471251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -471254.687500 Penalty: 4293.332031
	Iteration 44Q: 3 clusters Score -471254.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -471253.875000 Penalty: 4293.332031
	Iteration 45Q: 3 clusters Score -471253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -471255.281250 Penalty: 4293.332031
	Iteration 46Q: 3 clusters Score -471255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471258.000000 Penalty: 4293.332031
	Iteration 47Q: 3 clusters Score -471258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -471258.937500 Penalty: 4293.332031
	Iteration 48Q: 3 clusters Score -471258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -471259.781250 Penalty: 4293.332031
	Iteration 49Q: 3 clusters Score -471259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -471262.750000 Penalty: 4293.332031
	Iteration 50Q: 3 clusters Score -471262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471264.593750 Penalty: 4293.332031
	Iteration 51Q: 3 clusters Score -471264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -471263.906250 Penalty: 4293.332031
	Iteration 52Q: 3 clusters Score -471263.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -471265.968750 Penalty: 4293.332031
	Iteration 53Q: 3 clusters Score -471266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471266.843750 Penalty: 4293.332031
	Iteration 54Q: 3 clusters Score -471266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -471266.843750 Penalty: 4293.332031
	Iteration 55Q: 3 clusters Score -471266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471268.093750 Penalty: 4293.332031
	Iteration 56Q: 3 clusters Score -471268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -471268.093750 Penalty: 4293.332031
	Iteration 57F: 3 clusters Score -471268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329529 members 
Entering Unmasked Estep 
Score: -29093484.000000 Penalty: 3150.944092
	Iteration 0F: 2 clusters Score -2.909348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164803 members 
Mstep: Class 2 contains 164726 members 
Entering Unmasked Estep 
Score: -28871486.000000 Penalty: 6301.888184
	Iteration 0F: 3 clusters Score -2.887149e+07 nChanged 160125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161398 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -28966036.000000 Penalty: 6301.888184
	Iteration 1F: 3 clusters Score -2.896604e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -28967696.000000 Penalty: 6301.888184
	Iteration 2Q: 3 clusters Score -2.89677e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156412 members 
Mstep: Class 2 contains 173117 members 
Entering Unmasked Estep 
Score: -28969498.000000 Penalty: 6301.888184
	Iteration 3Q: 3 clusters Score -2.89695e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 178234 members 
Entering Unmasked Estep 
Score: -28972656.000000 Penalty: 6301.888184
	Iteration 4Q: 3 clusters Score -2.897266e+07 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143373 members 
Mstep: Class 2 contains 186156 members 
Entering Unmasked Estep 
Score: -28977664.000000 Penalty: 6301.888184
	Iteration 5Q: 3 clusters Score -2.897766e+07 nChanged 16475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131408 members 
Mstep: Class 2 contains 198121 members 
Entering Unmasked Estep 
Score: -28984804.000000 Penalty: 6301.888184
	Iteration 6Q: 3 clusters Score -2.89848e+07 nChanged 19809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 214834 members 
Entering Unmasked Estep 
Score: -28995102.000000 Penalty: 6301.888184
	Iteration 7F: 3 clusters Score -2.89951e+07 nChanged 23242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93155 members 
Mstep: Class 2 contains 236374 members 
Entering Unmasked Estep 
Score: -29010380.000000 Penalty: 6301.888184
	Iteration 8F: 3 clusters Score -2.901038e+07 nChanged 25005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 260763 members 
Entering Unmasked Estep 
Score: -29029718.000000 Penalty: 6301.888184
	Iteration 9F: 3 clusters Score -2.902972e+07 nChanged 24009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 284622 members 
Entering Unmasked Estep 
Score: -29050822.000000 Penalty: 6301.888184
	Iteration 10F: 3 clusters Score -2.905082e+07 nChanged 19210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 303816 members 
Entering Unmasked Estep 
Score: -29068742.000000 Penalty: 6301.888184
	Iteration 11F: 3 clusters Score -2.906874e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 316117 members 
Entering Unmasked Estep 
Score: -29080568.000000 Penalty: 6301.888184
	Iteration 12Q: 3 clusters Score -2.908057e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 322359 members 
Entering Unmasked Estep 
Score: -29086308.000000 Penalty: 6301.888184
	Iteration 13Q: 3 clusters Score -2.908631e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 325121 members 
Entering Unmasked Estep 
Score: -29088742.000000 Penalty: 6301.888184
	Iteration 14Q: 3 clusters Score -2.908874e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 326245 members 
Entering Unmasked Estep 
Score: -29089842.000000 Penalty: 6301.888184
	Iteration 15Q: 3 clusters Score -2.908984e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 326764 members 
Entering Unmasked Estep 
Score: -29090338.000000 Penalty: 6301.888184
	Iteration 16Q: 3 clusters Score -2.909034e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 327056 members 
Entering Unmasked Estep 
Score: -29090502.000000 Penalty: 6301.888184
	Iteration 17Q: 3 clusters Score -2.90905e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 327247 members 
Entering Unmasked Estep 
Score: -29090660.000000 Penalty: 6301.888184
	Iteration 18Q: 3 clusters Score -2.909066e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 327406 members 
Entering Unmasked Estep 
Score: -29090806.000000 Penalty: 6301.888184
	Iteration 19Q: 3 clusters Score -2.909081e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 327519 members 
Entering Unmasked Estep 
Score: -29090846.000000 Penalty: 6301.888184
	Iteration 20F: 3 clusters Score -2.909085e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 327609 members 
Entering Unmasked Estep 
Score: -29090860.000000 Penalty: 6301.888184
	Iteration 21Q: 3 clusters Score -2.909086e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 327684 members 
Entering Unmasked Estep 
Score: -29090870.000000 Penalty: 6301.888184
	Iteration 22Q: 3 clusters Score -2.909087e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 327744 members 
Entering Unmasked Estep 
Score: -29090934.000000 Penalty: 6301.888184
	Iteration 23Q: 3 clusters Score -2.909093e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 327797 members 
Entering Unmasked Estep 
Score: -29090938.000000 Penalty: 6301.888184
	Iteration 24Q: 3 clusters Score -2.909094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 327830 members 
Entering Unmasked Estep 
Score: -29090926.000000 Penalty: 6301.888184
	Iteration 25Q: 3 clusters Score -2.909093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 327851 members 
Entering Unmasked Estep 
Score: -29090968.000000 Penalty: 6301.888184
	Iteration 26Q: 3 clusters Score -2.909097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 327875 members 
Entering Unmasked Estep 
Score: -29090992.000000 Penalty: 6301.888184
	Iteration 27Q: 3 clusters Score -2.909099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 327898 members 
Entering Unmasked Estep 
Score: -29090958.000000 Penalty: 6301.888184
	Iteration 28Q: 3 clusters Score -2.909096e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 327915 members 
Entering Unmasked Estep 
Score: -29090960.000000 Penalty: 6301.888184
	Iteration 29Q: 3 clusters Score -2.909096e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 327933 members 
Entering Unmasked Estep 
Score: -29090940.000000 Penalty: 6301.888184
	Iteration 30Q: 3 clusters Score -2.909094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 327944 members 
Entering Unmasked Estep 
Score: -29090966.000000 Penalty: 6301.888184
	Iteration 31Q: 3 clusters Score -2.909097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 327955 members 
Entering Unmasked Estep 
Score: -29090948.000000 Penalty: 6301.888184
	Iteration 32Q: 3 clusters Score -2.909095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 327959 members 
Entering Unmasked Estep 
Score: -29090972.000000 Penalty: 6301.888184
	Iteration 33Q: 3 clusters Score -2.909097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 327962 members 
Entering Unmasked Estep 
Score: -29090982.000000 Penalty: 6301.888184
	Iteration 34Q: 3 clusters Score -2.909098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 327967 members 
Entering Unmasked Estep 
Score: -29091010.000000 Penalty: 6301.888184
	Iteration 35Q: 3 clusters Score -2.909101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 327972 members 
Entering Unmasked Estep 
Score: -29091012.000000 Penalty: 6301.888184
	Iteration 36Q: 3 clusters Score -2.909101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 327973 members 
Entering Unmasked Estep 
Score: -29090988.000000 Penalty: 6301.888184
	Iteration 37Q: 3 clusters Score -2.909099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 327973 members 
Entering Unmasked Estep 
Score: -29090984.000000 Penalty: 6301.888184
	Iteration 38Q: 3 clusters Score -2.909098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 327974 members 
Entering Unmasked Estep 
Score: -29090992.000000 Penalty: 6301.888184
	Iteration 39Q: 3 clusters Score -2.909099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 327974 members 
Entering Unmasked Estep 
Score: -29090992.000000 Penalty: 6301.888184
	Iteration 40F: 3 clusters Score -2.909099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Entering Unmasked Estep 
Score: -2308623.000000 Penalty: 2527.626953
	Iteration 0F: 2 clusters Score -2308623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2290236.250000 Penalty: 5055.253906
	Iteration 0F: 3 clusters Score -2290236 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2296751.000000 Penalty: 5055.253906
	Iteration 1F: 3 clusters Score -2296751 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2297237.000000 Penalty: 5055.253906
	Iteration 2F: 3 clusters Score -2297237 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2297728.500000 Penalty: 5055.253906
	Iteration 3Q: 3 clusters Score -2297728 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2298300.250000 Penalty: 5055.253906
	Iteration 4Q: 3 clusters Score -2298300 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2299024.750000 Penalty: 5055.253906
	Iteration 5Q: 3 clusters Score -2299025 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2299947.250000 Penalty: 5055.253906
	Iteration 6F: 3 clusters Score -2299947 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2300979.000000 Penalty: 5055.253906
	Iteration 7F: 3 clusters Score -2300979 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2302032.000000 Penalty: 5055.253906
	Iteration 8F: 3 clusters Score -2302032 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2303013.250000 Penalty: 5055.253906
	Iteration 9Q: 3 clusters Score -2303013 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2303995.500000 Penalty: 5055.253906
	Iteration 10Q: 3 clusters Score -2303996 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2304859.500000 Penalty: 5055.253906
	Iteration 11Q: 3 clusters Score -2304860 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2305554.750000 Penalty: 5055.253906
	Iteration 12Q: 3 clusters Score -2305555 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2305975.000000 Penalty: 5055.253906
	Iteration 13Q: 3 clusters Score -2305975 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2306237.000000 Penalty: 5055.253906
	Iteration 14Q: 3 clusters Score -2306237 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2306396.750000 Penalty: 5055.253906
	Iteration 15Q: 3 clusters Score -2306397 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2306498.750000 Penalty: 5055.253906
	Iteration 16Q: 3 clusters Score -2306499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2306554.750000 Penalty: 5055.253906
	Iteration 17Q: 3 clusters Score -2306555 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2306608.000000 Penalty: 5055.253906
	Iteration 18Q: 3 clusters Score -2306608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2306643.250000 Penalty: 5055.253906
	Iteration 19Q: 3 clusters Score -2306643 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2306667.250000 Penalty: 5055.253906
	Iteration 20F: 3 clusters Score -2306667 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2306703.750000 Penalty: 5055.253906
	Iteration 21Q: 3 clusters Score -2306704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2306721.250000 Penalty: 5055.253906
	Iteration 22Q: 3 clusters Score -2306721 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2306738.500000 Penalty: 5055.253906
	Iteration 23Q: 3 clusters Score -2306738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2306754.500000 Penalty: 5055.253906
	Iteration 24Q: 3 clusters Score -2306754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2306765.000000 Penalty: 5055.253906
	Iteration 25Q: 3 clusters Score -2306765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2306777.250000 Penalty: 5055.253906
	Iteration 26Q: 3 clusters Score -2306777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2306792.500000 Penalty: 5055.253906
	Iteration 27Q: 3 clusters Score -2306792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2306808.250000 Penalty: 5055.253906
	Iteration 28Q: 3 clusters Score -2306808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2306822.000000 Penalty: 5055.253906
	Iteration 29Q: 3 clusters Score -2306822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2306827.000000 Penalty: 5055.253906
	Iteration 30Q: 3 clusters Score -2306827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2306828.750000 Penalty: 5055.253906
	Iteration 31Q: 3 clusters Score -2306829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2306837.000000 Penalty: 5055.253906
	Iteration 32Q: 3 clusters Score -2306837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2306837.000000 Penalty: 5055.253906
	Iteration 33Q: 3 clusters Score -2306837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2306837.500000 Penalty: 5055.253906
	Iteration 34Q: 3 clusters Score -2306838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2306852.250000 Penalty: 5055.253906
	Iteration 35Q: 3 clusters Score -2306852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2306852.500000 Penalty: 5055.253906
	Iteration 36Q: 3 clusters Score -2306852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2306848.750000 Penalty: 5055.253906
	Iteration 37Q: 3 clusters Score -2306849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2306848.500000 Penalty: 5055.253906
	Iteration 38Q: 3 clusters Score -2306848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2306853.500000 Penalty: 5055.253906
	Iteration 39Q: 3 clusters Score -2306854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2306861.500000 Penalty: 5055.253906
	Iteration 40F: 3 clusters Score -2306862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2306861.500000 Penalty: 5055.253906
	Iteration 41Q: 3 clusters Score -2306862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2306858.000000 Penalty: 5055.253906
	Iteration 42Q: 3 clusters Score -2306858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2306857.750000 Penalty: 5055.253906
	Iteration 43Q: 3 clusters Score -2306858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2306856.750000 Penalty: 5055.253906
	Iteration 44Q: 3 clusters Score -2306857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2306858.250000 Penalty: 5055.253906
	Iteration 45Q: 3 clusters Score -2306858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2306863.250000 Penalty: 5055.253906
	Iteration 46Q: 3 clusters Score -2306863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2306863.250000 Penalty: 5055.253906
	Iteration 47Q: 3 clusters Score -2306863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2306862.500000 Penalty: 5055.253906
	Iteration 48Q: 3 clusters Score -2306862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2306864.750000 Penalty: 5055.253906
	Iteration 49Q: 3 clusters Score -2306865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2306862.000000 Penalty: 5055.253906
	Iteration 50Q: 3 clusters Score -2306862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2306863.000000 Penalty: 5055.253906
	Iteration 51Q: 3 clusters Score -2306863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2306861.000000 Penalty: 5055.253906
	Iteration 52Q: 3 clusters Score -2306861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2306861.750000 Penalty: 5055.253906
	Iteration 53Q: 3 clusters Score -2306862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2306867.250000 Penalty: 5055.253906
	Iteration 54Q: 3 clusters Score -2306867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2306867.000000 Penalty: 5055.253906
	Iteration 55Q: 3 clusters Score -2306867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2306864.500000 Penalty: 5055.253906
	Iteration 56Q: 3 clusters Score -2306864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2306864.500000 Penalty: 5055.253906
	Iteration 57Q: 3 clusters Score -2306864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2306868.500000 Penalty: 5055.253906
	Iteration 58Q: 3 clusters Score -2306868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2306877.000000 Penalty: 5055.253906
	Iteration 59Q: 3 clusters Score -2306877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2306878.500000 Penalty: 5055.253906
	Iteration 60F: 3 clusters Score -2306878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2306876.750000 Penalty: 5055.253906
	Iteration 61Q: 3 clusters Score -2306877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2306876.500000 Penalty: 5055.253906
	Iteration 62Q: 3 clusters Score -2306876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2306881.000000 Penalty: 5055.253906
	Iteration 63Q: 3 clusters Score -2306881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2306882.750000 Penalty: 5055.253906
	Iteration 64Q: 3 clusters Score -2306883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2306881.250000 Penalty: 5055.253906
	Iteration 65Q: 3 clusters Score -2306881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2306879.250000 Penalty: 5055.253906
	Iteration 66Q: 3 clusters Score -2306879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2306879.750000 Penalty: 5055.253906
	Iteration 67Q: 3 clusters Score -2306880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2306879.250000 Penalty: 5055.253906
	Iteration 68Q: 3 clusters Score -2306879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2306876.250000 Penalty: 5055.253906
	Iteration 69Q: 3 clusters Score -2306876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2306883.000000 Penalty: 5055.253906
	Iteration 70Q: 3 clusters Score -2306883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2306880.750000 Penalty: 5055.253906
	Iteration 71Q: 3 clusters Score -2306881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2306879.000000 Penalty: 5055.253906
	Iteration 72Q: 3 clusters Score -2306879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2306878.750000 Penalty: 5055.253906
	Iteration 73Q: 3 clusters Score -2306879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2306878.500000 Penalty: 5055.253906
	Iteration 74Q: 3 clusters Score -2306878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2306881.500000 Penalty: 5055.253906
	Iteration 75Q: 3 clusters Score -2306882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2306884.000000 Penalty: 5055.253906
	Iteration 76Q: 3 clusters Score -2306884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2306886.000000 Penalty: 5055.253906
	Iteration 77Q: 3 clusters Score -2306886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2306884.250000 Penalty: 5055.253906
	Iteration 78Q: 3 clusters Score -2306884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2306884.250000 Penalty: 5055.253906
	Iteration 79F: 3 clusters Score -2306884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Entering Unmasked Estep 
Score: -4780418.000000 Penalty: 2699.982422
	Iteration 0F: 2 clusters Score -4780418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4744465.500000 Penalty: 5399.964844
	Iteration 0F: 3 clusters Score -4744466 nChanged 24585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -4758310.000000 Penalty: 5399.964844
	Iteration 1F: 3 clusters Score -4758310 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4759024.500000 Penalty: 5399.964844
	Iteration 2Q: 3 clusters Score -4759024 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4759865.500000 Penalty: 5399.964844
	Iteration 3Q: 3 clusters Score -4759866 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -4760770.500000 Penalty: 5399.964844
	Iteration 4Q: 3 clusters Score -4760770 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -4761755.500000 Penalty: 5399.964844
	Iteration 5Q: 3 clusters Score -4761756 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4762855.000000 Penalty: 5399.964844
	Iteration 6Q: 3 clusters Score -4762855 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4763992.000000 Penalty: 5399.964844
	Iteration 7Q: 3 clusters Score -4763992 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4765166.000000 Penalty: 5399.964844
	Iteration 8Q: 3 clusters Score -4765166 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4766212.500000 Penalty: 5399.964844
	Iteration 9Q: 3 clusters Score -4766212 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -4767296.500000 Penalty: 5399.964844
	Iteration 10Q: 3 clusters Score -4767296 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4768500.000000 Penalty: 5399.964844
	Iteration 11Q: 3 clusters Score -4768500 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4769839.000000 Penalty: 5399.964844
	Iteration 12Q: 3 clusters Score -4769839 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -4771189.500000 Penalty: 5399.964844
	Iteration 13Q: 3 clusters Score -4771190 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -4772557.500000 Penalty: 5399.964844
	Iteration 14Q: 3 clusters Score -4772558 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -4773795.000000 Penalty: 5399.964844
	Iteration 15Q: 3 clusters Score -4773795 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -4774910.000000 Penalty: 5399.964844
	Iteration 16Q: 3 clusters Score -4774910 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -4775789.500000 Penalty: 5399.964844
	Iteration 17Q: 3 clusters Score -4775790 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -4776528.500000 Penalty: 5399.964844
	Iteration 18Q: 3 clusters Score -4776528 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -4777056.500000 Penalty: 5399.964844
	Iteration 19Q: 3 clusters Score -4777056 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -4777491.500000 Penalty: 5399.964844
	Iteration 20F: 3 clusters Score -4777492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -4777796.000000 Penalty: 5399.964844
	Iteration 21Q: 3 clusters Score -4777796 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -4778015.000000 Penalty: 5399.964844
	Iteration 22Q: 3 clusters Score -4778015 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -4778206.000000 Penalty: 5399.964844
	Iteration 23Q: 3 clusters Score -4778206 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -4778329.000000 Penalty: 5399.964844
	Iteration 24Q: 3 clusters Score -4778329 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -4778451.500000 Penalty: 5399.964844
	Iteration 25Q: 3 clusters Score -4778452 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -4778556.000000 Penalty: 5399.964844
	Iteration 26Q: 3 clusters Score -4778556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -4778611.500000 Penalty: 5399.964844
	Iteration 27Q: 3 clusters Score -4778612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -4778670.000000 Penalty: 5399.964844
	Iteration 28Q: 3 clusters Score -4778670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -4778699.500000 Penalty: 5399.964844
	Iteration 29Q: 3 clusters Score -4778700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -4778721.000000 Penalty: 5399.964844
	Iteration 30Q: 3 clusters Score -4778721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -4778731.000000 Penalty: 5399.964844
	Iteration 31Q: 3 clusters Score -4778731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -4778737.000000 Penalty: 5399.964844
	Iteration 32Q: 3 clusters Score -4778737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -4778742.500000 Penalty: 5399.964844
	Iteration 33Q: 3 clusters Score -4778742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -4778746.500000 Penalty: 5399.964844
	Iteration 34Q: 3 clusters Score -4778746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -4778757.500000 Penalty: 5399.964844
	Iteration 35Q: 3 clusters Score -4778758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -4778761.000000 Penalty: 5399.964844
	Iteration 36Q: 3 clusters Score -4778761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -4778770.000000 Penalty: 5399.964844
	Iteration 37Q: 3 clusters Score -4778770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -4778773.500000 Penalty: 5399.964844
	Iteration 38Q: 3 clusters Score -4778774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -4778777.000000 Penalty: 5399.964844
	Iteration 39Q: 3 clusters Score -4778777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -4778783.000000 Penalty: 5399.964844
	Iteration 40F: 3 clusters Score -4778783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -4778785.000000 Penalty: 5399.964844
	Iteration 41Q: 3 clusters Score -4778785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -4778782.000000 Penalty: 5399.964844
	Iteration 42Q: 3 clusters Score -4778782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -4778789.500000 Penalty: 5399.964844
	Iteration 43Q: 3 clusters Score -4778790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -4778782.500000 Penalty: 5399.964844
	Iteration 44Q: 3 clusters Score -4778782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -4778790.000000 Penalty: 5399.964844
	Iteration 45Q: 3 clusters Score -4778790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -4778793.000000 Penalty: 5399.964844
	Iteration 46Q: 3 clusters Score -4778793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -4778786.000000 Penalty: 5399.964844
	Iteration 47Q: 3 clusters Score -4778786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -4778790.000000 Penalty: 5399.964844
	Iteration 48Q: 3 clusters Score -4778790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -4778791.500000 Penalty: 5399.964844
	Iteration 49Q: 3 clusters Score -4778792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -4778794.500000 Penalty: 5399.964844
	Iteration 50Q: 3 clusters Score -4778794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -4778794.500000 Penalty: 5399.964844
	Iteration 51F: 3 clusters Score -4778794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Entering Unmasked Estep 
Score: -2669239.750000 Penalty: 2584.489502
	Iteration 0F: 2 clusters Score -2669240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2646389.750000 Penalty: 5168.979004
	Iteration 0F: 3 clusters Score -2646390 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2654866.500000 Penalty: 5168.979004
	Iteration 1F: 3 clusters Score -2654866 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2655421.000000 Penalty: 5168.979004
	Iteration 2Q: 3 clusters Score -2655421 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2656076.500000 Penalty: 5168.979004
	Iteration 3Q: 3 clusters Score -2656076 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2656898.000000 Penalty: 5168.979004
	Iteration 4Q: 3 clusters Score -2656898 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2658019.500000 Penalty: 5168.979004
	Iteration 5F: 3 clusters Score -2658020 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2659484.500000 Penalty: 5168.979004
	Iteration 6F: 3 clusters Score -2659484 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2661237.000000 Penalty: 5168.979004
	Iteration 7F: 3 clusters Score -2661237 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2662815.000000 Penalty: 5168.979004
	Iteration 8F: 3 clusters Score -2662815 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2663901.000000 Penalty: 5168.979004
	Iteration 9F: 3 clusters Score -2663901 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2664538.750000 Penalty: 5168.979004
	Iteration 10Q: 3 clusters Score -2664539 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2664936.250000 Penalty: 5168.979004
	Iteration 11Q: 3 clusters Score -2664936 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2665152.000000 Penalty: 5168.979004
	Iteration 12Q: 3 clusters Score -2665152 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2665292.000000 Penalty: 5168.979004
	Iteration 13Q: 3 clusters Score -2665292 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2665412.250000 Penalty: 5168.979004
	Iteration 14Q: 3 clusters Score -2665412 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2665500.000000 Penalty: 5168.979004
	Iteration 15Q: 3 clusters Score -2665500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2665599.500000 Penalty: 5168.979004
	Iteration 16Q: 3 clusters Score -2665600 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2665705.250000 Penalty: 5168.979004
	Iteration 17Q: 3 clusters Score -2665705 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2665808.000000 Penalty: 5168.979004
	Iteration 18Q: 3 clusters Score -2665808 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2665905.500000 Penalty: 5168.979004
	Iteration 19Q: 3 clusters Score -2665906 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2666018.500000 Penalty: 5168.979004
	Iteration 20F: 3 clusters Score -2666018 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2666123.250000 Penalty: 5168.979004
	Iteration 21Q: 3 clusters Score -2666123 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2666214.500000 Penalty: 5168.979004
	Iteration 22Q: 3 clusters Score -2666214 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2666305.250000 Penalty: 5168.979004
	Iteration 23Q: 3 clusters Score -2666305 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2666415.750000 Penalty: 5168.979004
	Iteration 24Q: 3 clusters Score -2666416 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2666514.500000 Penalty: 5168.979004
	Iteration 25Q: 3 clusters Score -2666514 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2666624.250000 Penalty: 5168.979004
	Iteration 26Q: 3 clusters Score -2666624 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2666735.250000 Penalty: 5168.979004
	Iteration 27Q: 3 clusters Score -2666735 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2666889.000000 Penalty: 5168.979004
	Iteration 28Q: 3 clusters Score -2666889 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2667033.250000 Penalty: 5168.979004
	Iteration 29Q: 3 clusters Score -2667033 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2667208.250000 Penalty: 5168.979004
	Iteration 30Q: 3 clusters Score -2667208 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2667402.500000 Penalty: 5168.979004
	Iteration 31Q: 3 clusters Score -2667402 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2667664.250000 Penalty: 5168.979004
	Iteration 32Q: 3 clusters Score -2667664 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2667916.750000 Penalty: 5168.979004
	Iteration 33Q: 3 clusters Score -2667917 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2668193.500000 Penalty: 5168.979004
	Iteration 34Q: 3 clusters Score -2668194 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2668464.750000 Penalty: 5168.979004
	Iteration 35Q: 3 clusters Score -2668465 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2668749.000000 Penalty: 5168.979004
	Iteration 36Q: 3 clusters Score -2668749 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2668913.250000 Penalty: 5168.979004
	Iteration 37Q: 3 clusters Score -2668913 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2668982.750000 Penalty: 5168.979004
	Iteration 38Q: 3 clusters Score -2668983 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2669011.500000 Penalty: 5168.979004
	Iteration 39Q: 3 clusters Score -2669012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2669031.000000 Penalty: 5168.979004
	Iteration 40F: 3 clusters Score -2669031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2669048.500000 Penalty: 5168.979004
	Iteration 41Q: 3 clusters Score -2669048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2669062.000000 Penalty: 5168.979004
	Iteration 42Q: 3 clusters Score -2669062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2669077.500000 Penalty: 5168.979004
	Iteration 43Q: 3 clusters Score -2669078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2669087.000000 Penalty: 5168.979004
	Iteration 44Q: 3 clusters Score -2669087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2669094.750000 Penalty: 5168.979004
	Iteration 45Q: 3 clusters Score -2669095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2669098.250000 Penalty: 5168.979004
	Iteration 46Q: 3 clusters Score -2669098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2669101.000000 Penalty: 5168.979004
	Iteration 47Q: 3 clusters Score -2669101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2669105.250000 Penalty: 5168.979004
	Iteration 48Q: 3 clusters Score -2669105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2669110.000000 Penalty: 5168.979004
	Iteration 49Q: 3 clusters Score -2669110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2669101.250000 Penalty: 5168.979004
	Iteration 50Q: 3 clusters Score -2669101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2669105.000000 Penalty: 5168.979004
	Iteration 51Q: 3 clusters Score -2669105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2669107.250000 Penalty: 5168.979004
	Iteration 52Q: 3 clusters Score -2669107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2669116.750000 Penalty: 5168.979004
	Iteration 53Q: 3 clusters Score -2669117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2669123.500000 Penalty: 5168.979004
	Iteration 54Q: 3 clusters Score -2669124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2669128.000000 Penalty: 5168.979004
	Iteration 55Q: 3 clusters Score -2669128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2669128.750000 Penalty: 5168.979004
	Iteration 56Q: 3 clusters Score -2669129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2669144.000000 Penalty: 5168.979004
	Iteration 57Q: 3 clusters Score -2669144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2669145.000000 Penalty: 5168.979004
	Iteration 58Q: 3 clusters Score -2669145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2669149.500000 Penalty: 5168.979004
	Iteration 59Q: 3 clusters Score -2669150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2669173.750000 Penalty: 5168.979004
	Iteration 60F: 3 clusters Score -2669174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2669203.500000 Penalty: 5168.979004
	Iteration 61Q: 3 clusters Score -2669204 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2669254.750000 Penalty: 5168.979004
	Iteration 62Q: 3 clusters Score -2669255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2669343.500000 Penalty: 5168.979004
	Iteration 63Q: 3 clusters Score -2669344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2669499.250000 Penalty: 5168.979004
	Iteration 64Q: 3 clusters Score -2669499 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2669657.000000 Penalty: 5168.979004
	Iteration 65Q: 3 clusters Score -2669657 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2669747.500000 Penalty: 5168.979004
	Iteration 66Q: 3 clusters Score -2669748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2669779.250000 Penalty: 5168.979004
	Iteration 67Q: 3 clusters Score -2669779 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2669798.250000 Penalty: 5168.979004
	Iteration 68Q: 3 clusters Score -2669798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2669814.000000 Penalty: 5168.979004
	Iteration 69Q: 3 clusters Score -2669814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2669817.000000 Penalty: 5168.979004
	Iteration 70Q: 3 clusters Score -2669817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2669818.250000 Penalty: 5168.979004
	Iteration 71Q: 3 clusters Score -2669818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2669815.250000 Penalty: 5168.979004
	Iteration 72Q: 3 clusters Score -2669815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2669818.000000 Penalty: 5168.979004
	Iteration 73Q: 3 clusters Score -2669818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2669815.750000 Penalty: 5168.979004
	Iteration 74Q: 3 clusters Score -2669816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2669815.750000 Penalty: 5168.979004
	Iteration 75F: 3 clusters Score -2669816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 14885 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 412877 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 5738 members 
Mstep: Class 20 contains 28945 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 329529 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 30502 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14419 members 
Mstep: Class 31 contains 11887 members 
Mstep: Class 32 contains 13867 members 
Mstep: Class 33 contains 12880 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 3066 members 
Entering Unmasked Estep 
Score: -113004280.000000 Penalty: 139884.406250
Splitting cluster 25 changes total score from -113004744.000000 to -113004280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (8413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Entering Unmasked Estep 
Score: -728648.500000 Penalty: 2241.308350
	Iteration 0F: 2 clusters Score -728648.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -722021.312500 Penalty: 4482.616699
	Iteration 0F: 3 clusters Score -722021.3 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -723880.000000 Penalty: 4482.616699
	Iteration 1F: 3 clusters Score -723880 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -724155.312500 Penalty: 4482.616699
	Iteration 2F: 3 clusters Score -724155.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -724375.500000 Penalty: 4482.616699
	Iteration 3F: 3 clusters Score -724375.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -724560.562500 Penalty: 4482.616699
	Iteration 4Q: 3 clusters Score -724560.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -724718.125000 Penalty: 4482.616699
	Iteration 5Q: 3 clusters Score -724718.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -724863.187500 Penalty: 4482.616699
	Iteration 6Q: 3 clusters Score -724863.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -724996.625000 Penalty: 4482.616699
	Iteration 7Q: 3 clusters Score -724996.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -725119.437500 Penalty: 4482.616699
	Iteration 8Q: 3 clusters Score -725119.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -725242.375000 Penalty: 4482.616699
	Iteration 9Q: 3 clusters Score -725242.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -725376.500000 Penalty: 4482.616699
	Iteration 10Q: 3 clusters Score -725376.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -725529.000000 Penalty: 4482.616699
	Iteration 11Q: 3 clusters Score -725529 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -725681.562500 Penalty: 4482.616699
	Iteration 12Q: 3 clusters Score -725681.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -725826.187500 Penalty: 4482.616699
	Iteration 13Q: 3 clusters Score -725826.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -725982.375000 Penalty: 4482.616699
	Iteration 14Q: 3 clusters Score -725982.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -726135.875000 Penalty: 4482.616699
	Iteration 15Q: 3 clusters Score -726135.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -726260.250000 Penalty: 4482.616699
	Iteration 16Q: 3 clusters Score -726260.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -726353.500000 Penalty: 4482.616699
	Iteration 17Q: 3 clusters Score -726353.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -726423.625000 Penalty: 4482.616699
	Iteration 18Q: 3 clusters Score -726423.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -726485.187500 Penalty: 4482.616699
	Iteration 19Q: 3 clusters Score -726485.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -726531.312500 Penalty: 4482.616699
	Iteration 20F: 3 clusters Score -726531.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -726576.562500 Penalty: 4482.616699
	Iteration 21Q: 3 clusters Score -726576.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -726617.125000 Penalty: 4482.616699
	Iteration 22Q: 3 clusters Score -726617.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -726654.625000 Penalty: 4482.616699
	Iteration 23Q: 3 clusters Score -726654.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -726675.250000 Penalty: 4482.616699
	Iteration 24Q: 3 clusters Score -726675.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -726692.812500 Penalty: 4482.616699
	Iteration 25Q: 3 clusters Score -726692.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -726710.437500 Penalty: 4482.616699
	Iteration 26Q: 3 clusters Score -726710.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -726718.687500 Penalty: 4482.616699
	Iteration 27Q: 3 clusters Score -726718.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -726723.875000 Penalty: 4482.616699
	Iteration 28Q: 3 clusters Score -726723.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -726730.312500 Penalty: 4482.616699
	Iteration 29Q: 3 clusters Score -726730.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -726736.812500 Penalty: 4482.616699
	Iteration 30Q: 3 clusters Score -726736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -726739.625000 Penalty: 4482.616699
	Iteration 31Q: 3 clusters Score -726739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -726743.000000 Penalty: 4482.616699
	Iteration 32Q: 3 clusters Score -726743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -726750.187500 Penalty: 4482.616699
	Iteration 33Q: 3 clusters Score -726750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -726754.687500 Penalty: 4482.616699
	Iteration 34Q: 3 clusters Score -726754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -726761.125000 Penalty: 4482.616699
	Iteration 35Q: 3 clusters Score -726761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -726762.250000 Penalty: 4482.616699
	Iteration 36Q: 3 clusters Score -726762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -726764.000000 Penalty: 4482.616699
	Iteration 37Q: 3 clusters Score -726764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -726766.875000 Penalty: 4482.616699
	Iteration 38Q: 3 clusters Score -726766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -726771.187500 Penalty: 4482.616699
	Iteration 39Q: 3 clusters Score -726771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -726775.750000 Penalty: 4482.616699
	Iteration 40F: 3 clusters Score -726775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -726777.312500 Penalty: 4482.616699
	Iteration 41Q: 3 clusters Score -726777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -726780.187500 Penalty: 4482.616699
	Iteration 42Q: 3 clusters Score -726780.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -726783.187500 Penalty: 4482.616699
	Iteration 43Q: 3 clusters Score -726783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -726784.250000 Penalty: 4482.616699
	Iteration 44Q: 3 clusters Score -726784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -726789.500000 Penalty: 4482.616699
	Iteration 45Q: 3 clusters Score -726789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -726791.187500 Penalty: 4482.616699
	Iteration 46Q: 3 clusters Score -726791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -726792.937500 Penalty: 4482.616699
	Iteration 47Q: 3 clusters Score -726792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -726791.937500 Penalty: 4482.616699
	Iteration 48Q: 3 clusters Score -726791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -726791.625000 Penalty: 4482.616699
	Iteration 49Q: 3 clusters Score -726791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -726794.125000 Penalty: 4482.616699
	Iteration 50Q: 3 clusters Score -726794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -726794.187500 Penalty: 4482.616699
	Iteration 51Q: 3 clusters Score -726794.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -726795.062500 Penalty: 4482.616699
	Iteration 52Q: 3 clusters Score -726795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -726795.812500 Penalty: 4482.616699
	Iteration 53Q: 3 clusters Score -726795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -726795.812500 Penalty: 4482.616699
	Iteration 54F: 3 clusters Score -726795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -161405.953125 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -161406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158746.062500 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -158746.1 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -159271.109375 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -159271.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -159423.703125 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -159423.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -159515.406250 Penalty: 3787.350342
	Iteration 3Q: 3 clusters Score -159515.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -159576.453125 Penalty: 3787.350342
	Iteration 4Q: 3 clusters Score -159576.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -159614.515625 Penalty: 3787.350342
	Iteration 5Q: 3 clusters Score -159614.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -159644.484375 Penalty: 3787.350342
	Iteration 6Q: 3 clusters Score -159644.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159671.062500 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -159671.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -159692.390625 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -159692.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -159724.265625 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -159724.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -159760.578125 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -159760.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -159800.984375 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -159801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -159855.953125 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -159856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -159931.984375 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -159932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -160019.281250 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -160019.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -160113.578125 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -160113.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160189.046875 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -160189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -160285.468750 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -160285.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -160393.562500 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -160393.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -160482.437500 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -160482.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -160548.171875 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -160548.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -160610.718750 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -160610.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -160659.296875 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -160659.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -160692.250000 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -160692.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160718.656250 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -160718.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -160737.406250 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -160737.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -160750.437500 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -160750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160758.546875 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -160758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -160766.015625 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -160766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160775.593750 Penalty: 3787.350342
	Iteration 29Q: 3 clusters Score -160775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160780.609375 Penalty: 3787.350342
	Iteration 30Q: 3 clusters Score -160780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -160782.453125 Penalty: 3787.350342
	Iteration 31Q: 3 clusters Score -160782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160784.296875 Penalty: 3787.350342
	Iteration 32Q: 3 clusters Score -160784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160787.171875 Penalty: 3787.350342
	Iteration 33Q: 3 clusters Score -160787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160790.515625 Penalty: 3787.350342
	Iteration 34Q: 3 clusters Score -160790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160790.765625 Penalty: 3787.350342
	Iteration 35Q: 3 clusters Score -160790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160790.765625 Penalty: 3787.350342
	Iteration 36F: 3 clusters Score -160790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -250090.515625 Penalty: 2002.744507
	Iteration 0F: 2 clusters Score -250090.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -246647.250000 Penalty: 4005.489014
	Iteration 0F: 3 clusters Score -246647.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -247410.203125 Penalty: 4005.489014
	Iteration 1F: 3 clusters Score -247410.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -247629.328125 Penalty: 4005.489014
	Iteration 2F: 3 clusters Score -247629.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -247779.843750 Penalty: 4005.489014
	Iteration 3F: 3 clusters Score -247779.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -247914.625000 Penalty: 4005.489014
	Iteration 4Q: 3 clusters Score -247914.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -248107.250000 Penalty: 4005.489014
	Iteration 5Q: 3 clusters Score -248107.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -248387.875000 Penalty: 4005.489014
	Iteration 6F: 3 clusters Score -248387.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -248757.453125 Penalty: 4005.489014
	Iteration 7F: 3 clusters Score -248757.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -249168.812500 Penalty: 4005.489014
	Iteration 8F: 3 clusters Score -249168.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -249524.546875 Penalty: 4005.489014
	Iteration 9F: 3 clusters Score -249524.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -249712.343750 Penalty: 4005.489014
	Iteration 10Q: 3 clusters Score -249712.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -249826.125000 Penalty: 4005.489014
	Iteration 11Q: 3 clusters Score -249826.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -249883.312500 Penalty: 4005.489014
	Iteration 12Q: 3 clusters Score -249883.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -249912.812500 Penalty: 4005.489014
	Iteration 13Q: 3 clusters Score -249912.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -249927.687500 Penalty: 4005.489014
	Iteration 14Q: 3 clusters Score -249927.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -249934.156250 Penalty: 4005.489014
	Iteration 15Q: 3 clusters Score -249934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -249936.656250 Penalty: 4005.489014
	Iteration 16Q: 3 clusters Score -249936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -249936.765625 Penalty: 4005.489014
	Iteration 17Q: 3 clusters Score -249936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -249936.765625 Penalty: 4005.489014
	Iteration 18F: 3 clusters Score -249936.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Entering Unmasked Estep 
Score: -1842018.375000 Penalty: 2469.131348
	Iteration 0F: 2 clusters Score -1842018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1827227.125000 Penalty: 4938.262695
	Iteration 0F: 3 clusters Score -1827227 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1832476.500000 Penalty: 4938.262695
	Iteration 1F: 3 clusters Score -1832476 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1833076.000000 Penalty: 4938.262695
	Iteration 2F: 3 clusters Score -1833076 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1833715.750000 Penalty: 4938.262695
	Iteration 3F: 3 clusters Score -1833716 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1834404.500000 Penalty: 4938.262695
	Iteration 4F: 3 clusters Score -1834404 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1835190.750000 Penalty: 4938.262695
	Iteration 5F: 3 clusters Score -1835191 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1835964.750000 Penalty: 4938.262695
	Iteration 6F: 3 clusters Score -1835965 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1836643.000000 Penalty: 4938.262695
	Iteration 7F: 3 clusters Score -1836643 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1837284.875000 Penalty: 4938.262695
	Iteration 8Q: 3 clusters Score -1837285 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1837845.250000 Penalty: 4938.262695
	Iteration 9Q: 3 clusters Score -1837845 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1838307.125000 Penalty: 4938.262695
	Iteration 10Q: 3 clusters Score -1838307 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1838715.250000 Penalty: 4938.262695
	Iteration 11Q: 3 clusters Score -1838715 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1839048.500000 Penalty: 4938.262695
	Iteration 12Q: 3 clusters Score -1839048 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1839308.750000 Penalty: 4938.262695
	Iteration 13Q: 3 clusters Score -1839309 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1839481.375000 Penalty: 4938.262695
	Iteration 14Q: 3 clusters Score -1839481 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1839589.125000 Penalty: 4938.262695
	Iteration 15Q: 3 clusters Score -1839589 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1839669.875000 Penalty: 4938.262695
	Iteration 16Q: 3 clusters Score -1839670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1839731.750000 Penalty: 4938.262695
	Iteration 17Q: 3 clusters Score -1839732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1839781.000000 Penalty: 4938.262695
	Iteration 18Q: 3 clusters Score -1839781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1839818.750000 Penalty: 4938.262695
	Iteration 19Q: 3 clusters Score -1839819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1839855.125000 Penalty: 4938.262695
	Iteration 20F: 3 clusters Score -1839855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1839881.375000 Penalty: 4938.262695
	Iteration 21Q: 3 clusters Score -1839881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1839894.000000 Penalty: 4938.262695
	Iteration 22Q: 3 clusters Score -1839894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1839902.500000 Penalty: 4938.262695
	Iteration 23Q: 3 clusters Score -1839902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1839908.750000 Penalty: 4938.262695
	Iteration 24Q: 3 clusters Score -1839909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1839916.125000 Penalty: 4938.262695
	Iteration 25Q: 3 clusters Score -1839916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1839924.625000 Penalty: 4938.262695
	Iteration 26Q: 3 clusters Score -1839925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1839928.500000 Penalty: 4938.262695
	Iteration 27Q: 3 clusters Score -1839928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1839930.250000 Penalty: 4938.262695
	Iteration 28Q: 3 clusters Score -1839930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1839932.000000 Penalty: 4938.262695
	Iteration 29Q: 3 clusters Score -1839932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1839933.250000 Penalty: 4938.262695
	Iteration 30Q: 3 clusters Score -1839933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1839938.375000 Penalty: 4938.262695
	Iteration 31Q: 3 clusters Score -1839938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1839941.625000 Penalty: 4938.262695
	Iteration 32Q: 3 clusters Score -1839942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1839947.000000 Penalty: 4938.262695
	Iteration 33Q: 3 clusters Score -1839947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1839946.375000 Penalty: 4938.262695
	Iteration 34Q: 3 clusters Score -1839946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1839946.625000 Penalty: 4938.262695
	Iteration 35Q: 3 clusters Score -1839947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1839944.625000 Penalty: 4938.262695
	Iteration 36Q: 3 clusters Score -1839945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1839946.500000 Penalty: 4938.262695
	Iteration 37Q: 3 clusters Score -1839946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1839948.250000 Penalty: 4938.262695
	Iteration 38Q: 3 clusters Score -1839948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1839948.250000 Penalty: 4938.262695
	Iteration 39F: 3 clusters Score -1839948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Entering Unmasked Estep 
Score: -1243859.500000 Penalty: 2374.923096
	Iteration 0F: 2 clusters Score -1243860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1233326.125000 Penalty: 4749.846191
	Iteration 0F: 3 clusters Score -1233326 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1236647.750000 Penalty: 4749.846191
	Iteration 1F: 3 clusters Score -1236648 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1237031.250000 Penalty: 4749.846191
	Iteration 2F: 3 clusters Score -1237031 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1237351.500000 Penalty: 4749.846191
	Iteration 3Q: 3 clusters Score -1237352 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1237705.125000 Penalty: 4749.846191
	Iteration 4Q: 3 clusters Score -1237705 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1238102.750000 Penalty: 4749.846191
	Iteration 5Q: 3 clusters Score -1238103 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1238539.000000 Penalty: 4749.846191
	Iteration 6Q: 3 clusters Score -1238539 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1238976.125000 Penalty: 4749.846191
	Iteration 7Q: 3 clusters Score -1238976 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1239395.250000 Penalty: 4749.846191
	Iteration 8Q: 3 clusters Score -1239395 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1239767.625000 Penalty: 4749.846191
	Iteration 9Q: 3 clusters Score -1239768 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1240136.750000 Penalty: 4749.846191
	Iteration 10Q: 3 clusters Score -1240137 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1240492.500000 Penalty: 4749.846191
	Iteration 11Q: 3 clusters Score -1240492 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1240774.000000 Penalty: 4749.846191
	Iteration 12Q: 3 clusters Score -1240774 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1240964.625000 Penalty: 4749.846191
	Iteration 13Q: 3 clusters Score -1240965 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1241103.875000 Penalty: 4749.846191
	Iteration 14Q: 3 clusters Score -1241104 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1241199.250000 Penalty: 4749.846191
	Iteration 15Q: 3 clusters Score -1241199 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1241297.375000 Penalty: 4749.846191
	Iteration 16Q: 3 clusters Score -1241297 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1241398.125000 Penalty: 4749.846191
	Iteration 17Q: 3 clusters Score -1241398 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1241467.750000 Penalty: 4749.846191
	Iteration 18Q: 3 clusters Score -1241468 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1241516.000000 Penalty: 4749.846191
	Iteration 19Q: 3 clusters Score -1241516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1241561.250000 Penalty: 4749.846191
	Iteration 20F: 3 clusters Score -1241561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1241604.500000 Penalty: 4749.846191
	Iteration 21Q: 3 clusters Score -1241604 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1241648.375000 Penalty: 4749.846191
	Iteration 22Q: 3 clusters Score -1241648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1241688.500000 Penalty: 4749.846191
	Iteration 23Q: 3 clusters Score -1241688 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1241727.625000 Penalty: 4749.846191
	Iteration 24Q: 3 clusters Score -1241728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1241758.000000 Penalty: 4749.846191
	Iteration 25Q: 3 clusters Score -1241758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1241774.375000 Penalty: 4749.846191
	Iteration 26Q: 3 clusters Score -1241774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1241794.500000 Penalty: 4749.846191
	Iteration 27Q: 3 clusters Score -1241794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1241805.250000 Penalty: 4749.846191
	Iteration 28Q: 3 clusters Score -1241805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1241808.875000 Penalty: 4749.846191
	Iteration 29Q: 3 clusters Score -1241809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1241815.375000 Penalty: 4749.846191
	Iteration 30Q: 3 clusters Score -1241815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1241816.500000 Penalty: 4749.846191
	Iteration 31Q: 3 clusters Score -1241816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1241821.250000 Penalty: 4749.846191
	Iteration 32Q: 3 clusters Score -1241821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1241827.750000 Penalty: 4749.846191
	Iteration 33Q: 3 clusters Score -1241828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1241830.875000 Penalty: 4749.846191
	Iteration 34Q: 3 clusters Score -1241831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1241833.750000 Penalty: 4749.846191
	Iteration 35Q: 3 clusters Score -1241834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1241835.500000 Penalty: 4749.846191
	Iteration 36Q: 3 clusters Score -1241836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1241843.000000 Penalty: 4749.846191
	Iteration 37Q: 3 clusters Score -1241843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1241853.625000 Penalty: 4749.846191
	Iteration 38Q: 3 clusters Score -1241854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1241852.250000 Penalty: 4749.846191
	Iteration 39Q: 3 clusters Score -1241852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1241857.500000 Penalty: 4749.846191
	Iteration 40F: 3 clusters Score -1241858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1241862.250000 Penalty: 4749.846191
	Iteration 41Q: 3 clusters Score -1241862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1241864.250000 Penalty: 4749.846191
	Iteration 42Q: 3 clusters Score -1241864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1241867.625000 Penalty: 4749.846191
	Iteration 43Q: 3 clusters Score -1241868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1241871.750000 Penalty: 4749.846191
	Iteration 44Q: 3 clusters Score -1241872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1241874.125000 Penalty: 4749.846191
	Iteration 45Q: 3 clusters Score -1241874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1241876.750000 Penalty: 4749.846191
	Iteration 46Q: 3 clusters Score -1241877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1241882.000000 Penalty: 4749.846191
	Iteration 47Q: 3 clusters Score -1241882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1241884.000000 Penalty: 4749.846191
	Iteration 48Q: 3 clusters Score -1241884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1241888.750000 Penalty: 4749.846191
	Iteration 49Q: 3 clusters Score -1241889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1241891.125000 Penalty: 4749.846191
	Iteration 50Q: 3 clusters Score -1241891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1241897.500000 Penalty: 4749.846191
	Iteration 51Q: 3 clusters Score -1241898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1241897.250000 Penalty: 4749.846191
	Iteration 52Q: 3 clusters Score -1241897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1241899.000000 Penalty: 4749.846191
	Iteration 53Q: 3 clusters Score -1241899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1241902.625000 Penalty: 4749.846191
	Iteration 54Q: 3 clusters Score -1241903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1241902.875000 Penalty: 4749.846191
	Iteration 55Q: 3 clusters Score -1241903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1241901.000000 Penalty: 4749.846191
	Iteration 56Q: 3 clusters Score -1241901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1241900.375000 Penalty: 4749.846191
	Iteration 57Q: 3 clusters Score -1241900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1241899.750000 Penalty: 4749.846191
	Iteration 58Q: 3 clusters Score -1241900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1241902.625000 Penalty: 4749.846191
	Iteration 59Q: 3 clusters Score -1241903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1241902.125000 Penalty: 4749.846191
	Iteration 60F: 3 clusters Score -1241902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1241902.125000 Penalty: 4749.846191
	Iteration 61Q: 3 clusters Score -1241902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1241901.750000 Penalty: 4749.846191
	Iteration 62Q: 3 clusters Score -1241902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1241900.625000 Penalty: 4749.846191
	Iteration 63Q: 3 clusters Score -1241901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1241902.250000 Penalty: 4749.846191
	Iteration 64Q: 3 clusters Score -1241902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1241906.875000 Penalty: 4749.846191
	Iteration 65Q: 3 clusters Score -1241907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1241905.750000 Penalty: 4749.846191
	Iteration 66Q: 3 clusters Score -1241906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1241907.875000 Penalty: 4749.846191
	Iteration 67Q: 3 clusters Score -1241908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1241907.250000 Penalty: 4749.846191
	Iteration 68Q: 3 clusters Score -1241907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1241906.125000 Penalty: 4749.846191
	Iteration 69Q: 3 clusters Score -1241906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1241906.000000 Penalty: 4749.846191
	Iteration 70Q: 3 clusters Score -1241906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1241905.875000 Penalty: 4749.846191
	Iteration 71Q: 3 clusters Score -1241906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1241906.625000 Penalty: 4749.846191
	Iteration 72Q: 3 clusters Score -1241907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1241905.750000 Penalty: 4749.846191
	Iteration 73Q: 3 clusters Score -1241906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1241905.000000 Penalty: 4749.846191
	Iteration 74Q: 3 clusters Score -1241905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1241905.375000 Penalty: 4749.846191
	Iteration 75Q: 3 clusters Score -1241905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1241906.250000 Penalty: 4749.846191
	Iteration 76Q: 3 clusters Score -1241906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1241904.875000 Penalty: 4749.846191
	Iteration 77Q: 3 clusters Score -1241905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1241906.625000 Penalty: 4749.846191
	Iteration 78Q: 3 clusters Score -1241907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1241906.625000 Penalty: 4749.846191
	Iteration 79Q: 3 clusters Score -1241907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1241906.625000 Penalty: 4749.846191
	Iteration 80F: 3 clusters Score -1241907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Entering Unmasked Estep 
Score: -1032644.437500 Penalty: 2327.033691
	Iteration 0F: 2 clusters Score -1032644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1023843.187500 Penalty: 4654.067383
	Iteration 0F: 3 clusters Score -1023843 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1026731.437500 Penalty: 4654.067383
	Iteration 1F: 3 clusters Score -1026731 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1027565.625000 Penalty: 4654.067383
	Iteration 2F: 3 clusters Score -1027566 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1028578.062500 Penalty: 4654.067383
	Iteration 3F: 3 clusters Score -1028578 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1029502.250000 Penalty: 4654.067383
	Iteration 4F: 3 clusters Score -1029502 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1030131.562500 Penalty: 4654.067383
	Iteration 5F: 3 clusters Score -1030132 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1030545.375000 Penalty: 4654.067383
	Iteration 6F: 3 clusters Score -1030545 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1030813.125000 Penalty: 4654.067383
	Iteration 7Q: 3 clusters Score -1030813 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1031014.125000 Penalty: 4654.067383
	Iteration 8Q: 3 clusters Score -1031014 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1031154.625000 Penalty: 4654.067383
	Iteration 9Q: 3 clusters Score -1031155 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1031296.687500 Penalty: 4654.067383
	Iteration 10Q: 3 clusters Score -1031297 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1031444.000000 Penalty: 4654.067383
	Iteration 11Q: 3 clusters Score -1031444 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1031614.437500 Penalty: 4654.067383
	Iteration 12Q: 3 clusters Score -1031614 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1031828.812500 Penalty: 4654.067383
	Iteration 13Q: 3 clusters Score -1031829 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1031999.375000 Penalty: 4654.067383
	Iteration 14Q: 3 clusters Score -1031999 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1032122.312500 Penalty: 4654.067383
	Iteration 15Q: 3 clusters Score -1032122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1032195.875000 Penalty: 4654.067383
	Iteration 16Q: 3 clusters Score -1032196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1032241.812500 Penalty: 4654.067383
	Iteration 17Q: 3 clusters Score -1032242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1032256.125000 Penalty: 4654.067383
	Iteration 18Q: 3 clusters Score -1032256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1032266.000000 Penalty: 4654.067383
	Iteration 19Q: 3 clusters Score -1032266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1032271.812500 Penalty: 4654.067383
	Iteration 20F: 3 clusters Score -1032272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1032272.187500 Penalty: 4654.067383
	Iteration 21Q: 3 clusters Score -1032272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1032276.437500 Penalty: 4654.067383
	Iteration 22Q: 3 clusters Score -1032276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1032278.125000 Penalty: 4654.067383
	Iteration 23Q: 3 clusters Score -1032278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1032276.625000 Penalty: 4654.067383
	Iteration 24Q: 3 clusters Score -1032277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1032275.187500 Penalty: 4654.067383
	Iteration 25Q: 3 clusters Score -1032275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1032276.937500 Penalty: 4654.067383
	Iteration 26Q: 3 clusters Score -1032277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1032279.750000 Penalty: 4654.067383
	Iteration 27Q: 3 clusters Score -1032280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1032277.250000 Penalty: 4654.067383
	Iteration 28Q: 3 clusters Score -1032277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1032277.250000 Penalty: 4654.067383
	Iteration 29F: 3 clusters Score -1032277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Entering Unmasked Estep 
Score: -1222968.750000 Penalty: 2365.242188
	Iteration 0F: 2 clusters Score -1222969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1212880.375000 Penalty: 4730.484375
	Iteration 0F: 3 clusters Score -1212880 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1216071.000000 Penalty: 4730.484375
	Iteration 1F: 3 clusters Score -1216071 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1216341.125000 Penalty: 4730.484375
	Iteration 2F: 3 clusters Score -1216341 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1216587.375000 Penalty: 4730.484375
	Iteration 3Q: 3 clusters Score -1216587 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1216779.125000 Penalty: 4730.484375
	Iteration 4Q: 3 clusters Score -1216779 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1216945.625000 Penalty: 4730.484375
	Iteration 5Q: 3 clusters Score -1216946 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1217123.250000 Penalty: 4730.484375
	Iteration 6Q: 3 clusters Score -1217123 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1217272.000000 Penalty: 4730.484375
	Iteration 7Q: 3 clusters Score -1217272 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1217415.375000 Penalty: 4730.484375
	Iteration 8Q: 3 clusters Score -1217415 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1217545.875000 Penalty: 4730.484375
	Iteration 9Q: 3 clusters Score -1217546 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1217676.875000 Penalty: 4730.484375
	Iteration 10Q: 3 clusters Score -1217677 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1217840.125000 Penalty: 4730.484375
	Iteration 11Q: 3 clusters Score -1217840 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1218041.875000 Penalty: 4730.484375
	Iteration 12Q: 3 clusters Score -1218042 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1218252.750000 Penalty: 4730.484375
	Iteration 13Q: 3 clusters Score -1218253 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1218487.625000 Penalty: 4730.484375
	Iteration 14Q: 3 clusters Score -1218488 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1218773.875000 Penalty: 4730.484375
	Iteration 15Q: 3 clusters Score -1218774 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1219110.000000 Penalty: 4730.484375
	Iteration 16Q: 3 clusters Score -1219110 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1219467.625000 Penalty: 4730.484375
	Iteration 17Q: 3 clusters Score -1219468 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1219806.250000 Penalty: 4730.484375
	Iteration 18Q: 3 clusters Score -1219806 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1220130.000000 Penalty: 4730.484375
	Iteration 19Q: 3 clusters Score -1220130 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1220408.750000 Penalty: 4730.484375
	Iteration 20F: 3 clusters Score -1220409 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1220604.250000 Penalty: 4730.484375
	Iteration 21Q: 3 clusters Score -1220604 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1220713.500000 Penalty: 4730.484375
	Iteration 22Q: 3 clusters Score -1220714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1220789.625000 Penalty: 4730.484375
	Iteration 23Q: 3 clusters Score -1220790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1220844.250000 Penalty: 4730.484375
	Iteration 24Q: 3 clusters Score -1220844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1220872.875000 Penalty: 4730.484375
	Iteration 25Q: 3 clusters Score -1220873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1220902.500000 Penalty: 4730.484375
	Iteration 26Q: 3 clusters Score -1220902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1220931.625000 Penalty: 4730.484375
	Iteration 27Q: 3 clusters Score -1220932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1220950.250000 Penalty: 4730.484375
	Iteration 28Q: 3 clusters Score -1220950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1220967.500000 Penalty: 4730.484375
	Iteration 29Q: 3 clusters Score -1220968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1220987.625000 Penalty: 4730.484375
	Iteration 30Q: 3 clusters Score -1220988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1220995.000000 Penalty: 4730.484375
	Iteration 31Q: 3 clusters Score -1220995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1221001.250000 Penalty: 4730.484375
	Iteration 32Q: 3 clusters Score -1221001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1221006.125000 Penalty: 4730.484375
	Iteration 33Q: 3 clusters Score -1221006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1221014.250000 Penalty: 4730.484375
	Iteration 34Q: 3 clusters Score -1221014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1221018.625000 Penalty: 4730.484375
	Iteration 35Q: 3 clusters Score -1221019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1221027.750000 Penalty: 4730.484375
	Iteration 36Q: 3 clusters Score -1221028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1221036.875000 Penalty: 4730.484375
	Iteration 37Q: 3 clusters Score -1221037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1221041.000000 Penalty: 4730.484375
	Iteration 38Q: 3 clusters Score -1221041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1221043.500000 Penalty: 4730.484375
	Iteration 39Q: 3 clusters Score -1221044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1221044.375000 Penalty: 4730.484375
	Iteration 40F: 3 clusters Score -1221044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1221047.000000 Penalty: 4730.484375
	Iteration 41Q: 3 clusters Score -1221047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1221051.000000 Penalty: 4730.484375
	Iteration 42Q: 3 clusters Score -1221051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1221051.250000 Penalty: 4730.484375
	Iteration 43Q: 3 clusters Score -1221051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1221052.500000 Penalty: 4730.484375
	Iteration 44Q: 3 clusters Score -1221052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1221055.625000 Penalty: 4730.484375
	Iteration 45Q: 3 clusters Score -1221056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1221059.375000 Penalty: 4730.484375
	Iteration 46Q: 3 clusters Score -1221059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1221060.250000 Penalty: 4730.484375
	Iteration 47Q: 3 clusters Score -1221060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1221059.375000 Penalty: 4730.484375
	Iteration 48Q: 3 clusters Score -1221059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1221064.125000 Penalty: 4730.484375
	Iteration 49Q: 3 clusters Score -1221064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1221067.500000 Penalty: 4730.484375
	Iteration 50Q: 3 clusters Score -1221068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1221065.875000 Penalty: 4730.484375
	Iteration 51Q: 3 clusters Score -1221066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1221068.250000 Penalty: 4730.484375
	Iteration 52Q: 3 clusters Score -1221068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1221068.000000 Penalty: 4730.484375
	Iteration 53Q: 3 clusters Score -1221068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1221067.500000 Penalty: 4730.484375
	Iteration 54Q: 3 clusters Score -1221068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1221065.375000 Penalty: 4730.484375
	Iteration 55Q: 3 clusters Score -1221065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1221066.625000 Penalty: 4730.484375
	Iteration 56Q: 3 clusters Score -1221067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1221068.250000 Penalty: 4730.484375
	Iteration 57Q: 3 clusters Score -1221068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1221069.500000 Penalty: 4730.484375
	Iteration 58Q: 3 clusters Score -1221070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1221069.500000 Penalty: 4730.484375
	Iteration 59F: 3 clusters Score -1221070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -1093498.875000 Penalty: 2346.930908
	Iteration 0F: 2 clusters Score -1093499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1083943.875000 Penalty: 4693.861816
	Iteration 0F: 3 clusters Score -1083944 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1086864.625000 Penalty: 4693.861816
	Iteration 1F: 3 clusters Score -1086865 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1087146.875000 Penalty: 4693.861816
	Iteration 2F: 3 clusters Score -1087147 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1087375.375000 Penalty: 4693.861816
	Iteration 3Q: 3 clusters Score -1087375 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1087575.250000 Penalty: 4693.861816
	Iteration 4Q: 3 clusters Score -1087575 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1087763.125000 Penalty: 4693.861816
	Iteration 5Q: 3 clusters Score -1087763 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1087921.250000 Penalty: 4693.861816
	Iteration 6Q: 3 clusters Score -1087921 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1088054.125000 Penalty: 4693.861816
	Iteration 7Q: 3 clusters Score -1088054 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1088170.375000 Penalty: 4693.861816
	Iteration 8Q: 3 clusters Score -1088170 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1088296.750000 Penalty: 4693.861816
	Iteration 9Q: 3 clusters Score -1088297 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1088428.125000 Penalty: 4693.861816
	Iteration 10Q: 3 clusters Score -1088428 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1088579.625000 Penalty: 4693.861816
	Iteration 11Q: 3 clusters Score -1088580 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1088770.500000 Penalty: 4693.861816
	Iteration 12Q: 3 clusters Score -1088770 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1088986.250000 Penalty: 4693.861816
	Iteration 13Q: 3 clusters Score -1088986 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1089223.000000 Penalty: 4693.861816
	Iteration 14Q: 3 clusters Score -1089223 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1089484.750000 Penalty: 4693.861816
	Iteration 15Q: 3 clusters Score -1089485 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1089779.000000 Penalty: 4693.861816
	Iteration 16Q: 3 clusters Score -1089779 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1090079.500000 Penalty: 4693.861816
	Iteration 17Q: 3 clusters Score -1090080 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1090396.125000 Penalty: 4693.861816
	Iteration 18Q: 3 clusters Score -1090396 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1090646.000000 Penalty: 4693.861816
	Iteration 19Q: 3 clusters Score -1090646 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1090845.625000 Penalty: 4693.861816
	Iteration 20F: 3 clusters Score -1090846 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1090990.000000 Penalty: 4693.861816
	Iteration 21Q: 3 clusters Score -1090990 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1091133.500000 Penalty: 4693.861816
	Iteration 22Q: 3 clusters Score -1091134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1091231.125000 Penalty: 4693.861816
	Iteration 23Q: 3 clusters Score -1091231 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1091299.625000 Penalty: 4693.861816
	Iteration 24Q: 3 clusters Score -1091300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1091343.875000 Penalty: 4693.861816
	Iteration 25Q: 3 clusters Score -1091344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1091389.875000 Penalty: 4693.861816
	Iteration 26Q: 3 clusters Score -1091390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1091422.625000 Penalty: 4693.861816
	Iteration 27Q: 3 clusters Score -1091423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1091445.250000 Penalty: 4693.861816
	Iteration 28Q: 3 clusters Score -1091445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1091455.750000 Penalty: 4693.861816
	Iteration 29Q: 3 clusters Score -1091456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1091464.875000 Penalty: 4693.861816
	Iteration 30Q: 3 clusters Score -1091465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1091476.875000 Penalty: 4693.861816
	Iteration 31Q: 3 clusters Score -1091477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1091483.625000 Penalty: 4693.861816
	Iteration 32Q: 3 clusters Score -1091484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1091488.000000 Penalty: 4693.861816
	Iteration 33Q: 3 clusters Score -1091488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1091494.625000 Penalty: 4693.861816
	Iteration 34Q: 3 clusters Score -1091495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1091499.500000 Penalty: 4693.861816
	Iteration 35Q: 3 clusters Score -1091500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1091500.375000 Penalty: 4693.861816
	Iteration 36Q: 3 clusters Score -1091500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1091503.000000 Penalty: 4693.861816
	Iteration 37Q: 3 clusters Score -1091503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1091505.500000 Penalty: 4693.861816
	Iteration 38Q: 3 clusters Score -1091506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1091508.625000 Penalty: 4693.861816
	Iteration 39Q: 3 clusters Score -1091509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1091512.875000 Penalty: 4693.861816
	Iteration 40F: 3 clusters Score -1091513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1091521.750000 Penalty: 4693.861816
	Iteration 41Q: 3 clusters Score -1091522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1091525.875000 Penalty: 4693.861816
	Iteration 42Q: 3 clusters Score -1091526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1091529.250000 Penalty: 4693.861816
	Iteration 43Q: 3 clusters Score -1091529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1091536.250000 Penalty: 4693.861816
	Iteration 44Q: 3 clusters Score -1091536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1091541.125000 Penalty: 4693.861816
	Iteration 45Q: 3 clusters Score -1091541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1091541.625000 Penalty: 4693.861816
	Iteration 46Q: 3 clusters Score -1091542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1091546.250000 Penalty: 4693.861816
	Iteration 47Q: 3 clusters Score -1091546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1091546.625000 Penalty: 4693.861816
	Iteration 48Q: 3 clusters Score -1091547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1091548.500000 Penalty: 4693.861816
	Iteration 49Q: 3 clusters Score -1091548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1091547.750000 Penalty: 4693.861816
	Iteration 50Q: 3 clusters Score -1091548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1091548.750000 Penalty: 4693.861816
	Iteration 51Q: 3 clusters Score -1091549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1091550.250000 Penalty: 4693.861816
	Iteration 52Q: 3 clusters Score -1091550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1091553.750000 Penalty: 4693.861816
	Iteration 53Q: 3 clusters Score -1091554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1091555.000000 Penalty: 4693.861816
	Iteration 54Q: 3 clusters Score -1091555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1091554.250000 Penalty: 4693.861816
	Iteration 55Q: 3 clusters Score -1091554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1091554.625000 Penalty: 4693.861816
	Iteration 56Q: 3 clusters Score -1091555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1091554.625000 Penalty: 4693.861816
	Iteration 57F: 3 clusters Score -1091555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -585763.437500 Penalty: 2203.966553
	Iteration 0F: 2 clusters Score -585763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -579859.562500 Penalty: 4407.933105
	Iteration 0F: 3 clusters Score -579859.6 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -581424.187500 Penalty: 4407.933105
	Iteration 1F: 3 clusters Score -581424.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -581704.750000 Penalty: 4407.933105
	Iteration 2F: 3 clusters Score -581704.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -581905.625000 Penalty: 4407.933105
	Iteration 3F: 3 clusters Score -581905.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -582035.687500 Penalty: 4407.933105
	Iteration 4Q: 3 clusters Score -582035.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -582144.937500 Penalty: 4407.933105
	Iteration 5Q: 3 clusters Score -582144.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -582236.312500 Penalty: 4407.933105
	Iteration 6Q: 3 clusters Score -582236.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -582332.187500 Penalty: 4407.933105
	Iteration 7Q: 3 clusters Score -582332.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -582402.375000 Penalty: 4407.933105
	Iteration 8Q: 3 clusters Score -582402.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -582475.375000 Penalty: 4407.933105
	Iteration 9Q: 3 clusters Score -582475.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -582560.250000 Penalty: 4407.933105
	Iteration 10Q: 3 clusters Score -582560.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -582636.312500 Penalty: 4407.933105
	Iteration 11Q: 3 clusters Score -582636.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -582716.062500 Penalty: 4407.933105
	Iteration 12Q: 3 clusters Score -582716.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -582799.000000 Penalty: 4407.933105
	Iteration 13Q: 3 clusters Score -582799 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -582883.437500 Penalty: 4407.933105
	Iteration 14Q: 3 clusters Score -582883.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -582999.937500 Penalty: 4407.933105
	Iteration 15Q: 3 clusters Score -582999.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -583162.187500 Penalty: 4407.933105
	Iteration 16Q: 3 clusters Score -583162.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -583366.625000 Penalty: 4407.933105
	Iteration 17Q: 3 clusters Score -583366.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -583534.437500 Penalty: 4407.933105
	Iteration 18Q: 3 clusters Score -583534.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -583675.562500 Penalty: 4407.933105
	Iteration 19Q: 3 clusters Score -583675.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -583794.000000 Penalty: 4407.933105
	Iteration 20F: 3 clusters Score -583794 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -583900.875000 Penalty: 4407.933105
	Iteration 21Q: 3 clusters Score -583900.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -584005.937500 Penalty: 4407.933105
	Iteration 22Q: 3 clusters Score -584005.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -584091.687500 Penalty: 4407.933105
	Iteration 23Q: 3 clusters Score -584091.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -584162.750000 Penalty: 4407.933105
	Iteration 24Q: 3 clusters Score -584162.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -584211.750000 Penalty: 4407.933105
	Iteration 25Q: 3 clusters Score -584211.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -584244.312500 Penalty: 4407.933105
	Iteration 26Q: 3 clusters Score -584244.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -584262.812500 Penalty: 4407.933105
	Iteration 27Q: 3 clusters Score -584262.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -584271.812500 Penalty: 4407.933105
	Iteration 28Q: 3 clusters Score -584271.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -584275.937500 Penalty: 4407.933105
	Iteration 29Q: 3 clusters Score -584275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -584281.187500 Penalty: 4407.933105
	Iteration 30Q: 3 clusters Score -584281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -584282.500000 Penalty: 4407.933105
	Iteration 31Q: 3 clusters Score -584282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -584282.062500 Penalty: 4407.933105
	Iteration 32Q: 3 clusters Score -584282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -584284.812500 Penalty: 4407.933105
	Iteration 33Q: 3 clusters Score -584284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -584284.562500 Penalty: 4407.933105
	Iteration 34Q: 3 clusters Score -584284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -584286.000000 Penalty: 4407.933105
	Iteration 35Q: 3 clusters Score -584286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -584286.062500 Penalty: 4407.933105
	Iteration 36Q: 3 clusters Score -584286.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -584288.687500 Penalty: 4407.933105
	Iteration 37Q: 3 clusters Score -584288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -584289.625000 Penalty: 4407.933105
	Iteration 38Q: 3 clusters Score -584289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -584290.625000 Penalty: 4407.933105
	Iteration 39Q: 3 clusters Score -584290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -584291.375000 Penalty: 4407.933105
	Iteration 40F: 3 clusters Score -584291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -584292.000000 Penalty: 4407.933105
	Iteration 41Q: 3 clusters Score -584292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -584291.187500 Penalty: 4407.933105
	Iteration 42Q: 3 clusters Score -584291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -584291.687500 Penalty: 4407.933105
	Iteration 43Q: 3 clusters Score -584291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -584294.000000 Penalty: 4407.933105
	Iteration 44Q: 3 clusters Score -584294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -584295.250000 Penalty: 4407.933105
	Iteration 45Q: 3 clusters Score -584295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -584296.937500 Penalty: 4407.933105
	Iteration 46Q: 3 clusters Score -584296.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -584298.250000 Penalty: 4407.933105
	Iteration 47Q: 3 clusters Score -584298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -584298.000000 Penalty: 4407.933105
	Iteration 48Q: 3 clusters Score -584298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -584296.937500 Penalty: 4407.933105
	Iteration 49Q: 3 clusters Score -584296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -584297.937500 Penalty: 4407.933105
	Iteration 50Q: 3 clusters Score -584297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -584298.750000 Penalty: 4407.933105
	Iteration 51Q: 3 clusters Score -584298.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -584298.937500 Penalty: 4407.933105
	Iteration 52Q: 3 clusters Score -584298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -584299.750000 Penalty: 4407.933105
	Iteration 53Q: 3 clusters Score -584299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -584299.750000 Penalty: 4407.933105
	Iteration 54F: 3 clusters Score -584299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -290410.343750 Penalty: 2023.525024
	Iteration 0F: 2 clusters Score -290410.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -286819.875000 Penalty: 4047.050049
	Iteration 0F: 3 clusters Score -286819.9 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -287576.031250 Penalty: 4047.050049
	Iteration 1F: 3 clusters Score -287576 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -287741.218750 Penalty: 4047.050049
	Iteration 2F: 3 clusters Score -287741.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -287868.906250 Penalty: 4047.050049
	Iteration 3Q: 3 clusters Score -287868.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -287956.812500 Penalty: 4047.050049
	Iteration 4Q: 3 clusters Score -287956.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -288044.750000 Penalty: 4047.050049
	Iteration 5Q: 3 clusters Score -288044.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288161.531250 Penalty: 4047.050049
	Iteration 6Q: 3 clusters Score -288161.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -288319.375000 Penalty: 4047.050049
	Iteration 7Q: 3 clusters Score -288319.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -288593.812500 Penalty: 4047.050049
	Iteration 8Q: 3 clusters Score -288593.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -288953.875000 Penalty: 4047.050049
	Iteration 9Q: 3 clusters Score -288953.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -289488.718750 Penalty: 4047.050049
	Iteration 10F: 3 clusters Score -289488.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -290074.187500 Penalty: 4047.050049
	Iteration 11F: 3 clusters Score -290074.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -290427.781250 Penalty: 4047.050049
	Iteration 12F: 3 clusters Score -290427.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -290616.156250 Penalty: 4047.050049
	Iteration 13Q: 3 clusters Score -290616.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -290758.437500 Penalty: 4047.050049
	Iteration 14Q: 3 clusters Score -290758.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -290907.281250 Penalty: 4047.050049
	Iteration 15Q: 3 clusters Score -290907.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -291102.312500 Penalty: 4047.050049
	Iteration 16Q: 3 clusters Score -291102.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -291286.531250 Penalty: 4047.050049
	Iteration 17Q: 3 clusters Score -291286.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -291350.718750 Penalty: 4047.050049
	Iteration 18Q: 3 clusters Score -291350.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -291362.750000 Penalty: 4047.050049
	Iteration 19Q: 3 clusters Score -291362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -291365.218750 Penalty: 4047.050049
	Iteration 20F: 3 clusters Score -291365.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -291366.031250 Penalty: 4047.050049
	Iteration 21Q: 3 clusters Score -291366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -291365.843750 Penalty: 4047.050049
	Iteration 22Q: 3 clusters Score -291365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -291365.843750 Penalty: 4047.050049
	Iteration 23F: 3 clusters Score -291365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 14885 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 412877 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 5738 members 
Mstep: Class 20 contains 28945 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 329529 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33568 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14419 members 
Mstep: Class 31 contains 11887 members 
Mstep: Class 32 contains 13867 members 
Mstep: Class 33 contains 12880 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 1103 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 2393 members 
Entering Unmasked Estep 
Score: -113004456.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113004744.000000 to -113004456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -258247.484375 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -258247.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -254971.078125 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -254971.1 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -255747.375000 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -255747.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -256078.406250 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -256078.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -256342.265625 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -256342.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -256549.203125 Penalty: 3983.405762
	Iteration 4F: 3 clusters Score -256549.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -256694.515625 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -256694.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -256784.750000 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -256784.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -256845.859375 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -256845.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -256891.875000 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -256891.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -256922.687500 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -256922.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -256944.015625 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -256944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -256961.203125 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -256961.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -256970.234375 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -256970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -256974.875000 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -256974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -256977.375000 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -256977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -256979.484375 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -256979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -256983.046875 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -256983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -256983.937500 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -256983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -256985.640625 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -256985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -256986.640625 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -256986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -256989.562500 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -256989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -256989.390625 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -256989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -256989.390625 Penalty: 3983.405762
	Iteration 22F: 3 clusters Score -256989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 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 448 members 
Entering Unmasked Estep 
Score: -70522.898438 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70522.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -70900.695312 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70900.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71028.843750 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -71028.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71118.921875 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -71118.92 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71226.210938 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -71226.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71338.851562 Penalty: 3376.187500
	Iteration 5F: 3 clusters Score -71338.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -71512.984375 Penalty: 3376.187500
	Iteration 6F: 3 clusters Score -71512.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -71648.210938 Penalty: 3376.187500
	Iteration 7F: 3 clusters Score -71648.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -71864.734375 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -71864.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72003.046875 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -72003.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72078.351562 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -72078.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72124.625000 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -72124.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72134.085938 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -72134.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -72138.851562 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -72138.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72141.875000 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -72141.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -72146.429688 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -72146.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -72152.171875 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -72152.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -72152.171875 Penalty: 3376.187500
	Iteration 17F: 3 clusters Score -72152.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Entering Unmasked Estep 
Score: -556635.812500 Penalty: 2181.266846
	Iteration 0F: 2 clusters Score -556635.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -551076.812500 Penalty: 4362.533691
	Iteration 0F: 3 clusters Score -551076.8 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -552503.625000 Penalty: 4362.533691
	Iteration 1F: 3 clusters Score -552503.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -552797.500000 Penalty: 4362.533691
	Iteration 2F: 3 clusters Score -552797.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -553011.812500 Penalty: 4362.533691
	Iteration 3F: 3 clusters Score -553011.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -553210.937500 Penalty: 4362.533691
	Iteration 4Q: 3 clusters Score -553210.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -553414.875000 Penalty: 4362.533691
	Iteration 5Q: 3 clusters Score -553414.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -553618.312500 Penalty: 4362.533691
	Iteration 6Q: 3 clusters Score -553618.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -553814.687500 Penalty: 4362.533691
	Iteration 7Q: 3 clusters Score -553814.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -554006.375000 Penalty: 4362.533691
	Iteration 8Q: 3 clusters Score -554006.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -554195.375000 Penalty: 4362.533691
	Iteration 9Q: 3 clusters Score -554195.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -554354.500000 Penalty: 4362.533691
	Iteration 10Q: 3 clusters Score -554354.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -554499.625000 Penalty: 4362.533691
	Iteration 11Q: 3 clusters Score -554499.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -554652.250000 Penalty: 4362.533691
	Iteration 12Q: 3 clusters Score -554652.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -554807.250000 Penalty: 4362.533691
	Iteration 13Q: 3 clusters Score -554807.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -554937.312500 Penalty: 4362.533691
	Iteration 14Q: 3 clusters Score -554937.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -555045.812500 Penalty: 4362.533691
	Iteration 15Q: 3 clusters Score -555045.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -555133.625000 Penalty: 4362.533691
	Iteration 16Q: 3 clusters Score -555133.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -555191.312500 Penalty: 4362.533691
	Iteration 17Q: 3 clusters Score -555191.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -555225.750000 Penalty: 4362.533691
	Iteration 18Q: 3 clusters Score -555225.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -555257.250000 Penalty: 4362.533691
	Iteration 19Q: 3 clusters Score -555257.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -555296.062500 Penalty: 4362.533691
	Iteration 20F: 3 clusters Score -555296.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -555339.312500 Penalty: 4362.533691
	Iteration 21Q: 3 clusters Score -555339.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -555369.375000 Penalty: 4362.533691
	Iteration 22Q: 3 clusters Score -555369.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -555404.187500 Penalty: 4362.533691
	Iteration 23Q: 3 clusters Score -555404.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -555451.625000 Penalty: 4362.533691
	Iteration 24Q: 3 clusters Score -555451.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -555535.125000 Penalty: 4362.533691
	Iteration 25Q: 3 clusters Score -555535.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -555654.062500 Penalty: 4362.533691
	Iteration 26Q: 3 clusters Score -555654.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -555764.875000 Penalty: 4362.533691
	Iteration 27Q: 3 clusters Score -555764.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -555852.062500 Penalty: 4362.533691
	Iteration 28Q: 3 clusters Score -555852.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -555938.500000 Penalty: 4362.533691
	Iteration 29Q: 3 clusters Score -555938.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -556003.437500 Penalty: 4362.533691
	Iteration 30Q: 3 clusters Score -556003.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -556041.625000 Penalty: 4362.533691
	Iteration 31Q: 3 clusters Score -556041.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -556063.687500 Penalty: 4362.533691
	Iteration 32Q: 3 clusters Score -556063.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -556078.937500 Penalty: 4362.533691
	Iteration 33Q: 3 clusters Score -556078.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -556085.125000 Penalty: 4362.533691
	Iteration 34Q: 3 clusters Score -556085.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -556088.812500 Penalty: 4362.533691
	Iteration 35Q: 3 clusters Score -556088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -556093.562500 Penalty: 4362.533691
	Iteration 36Q: 3 clusters Score -556093.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -556096.937500 Penalty: 4362.533691
	Iteration 37Q: 3 clusters Score -556096.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -556101.562500 Penalty: 4362.533691
	Iteration 38Q: 3 clusters Score -556101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -556104.875000 Penalty: 4362.533691
	Iteration 39Q: 3 clusters Score -556104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -556107.937500 Penalty: 4362.533691
	Iteration 40F: 3 clusters Score -556107.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -556114.062500 Penalty: 4362.533691
	Iteration 41Q: 3 clusters Score -556114.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -556115.937500 Penalty: 4362.533691
	Iteration 42Q: 3 clusters Score -556115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -556118.187500 Penalty: 4362.533691
	Iteration 43Q: 3 clusters Score -556118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -556119.000000 Penalty: 4362.533691
	Iteration 44Q: 3 clusters Score -556119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -556120.937500 Penalty: 4362.533691
	Iteration 45Q: 3 clusters Score -556120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -556119.875000 Penalty: 4362.533691
	Iteration 46Q: 3 clusters Score -556119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -556119.875000 Penalty: 4362.533691
	Iteration 47F: 3 clusters Score -556119.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 12357 members 
Mstep: Class 6 contains 14885 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 8 contains 412877 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26012 members 
Mstep: Class 19 contains 5738 members 
Mstep: Class 20 contains 28945 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 329529 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33568 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14419 members 
Mstep: Class 31 contains 11887 members 
Mstep: Class 32 contains 13867 members 
Mstep: Class 33 contains 12880 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 3496 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113005472.000000 Penalty: 136387.296875
Iteration 159Q: 40 clusters Score -1.130055e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 10390 members 
Mstep: Class 5 contains 12384 members 
Mstep: Class 6 contains 14886 members 
Mstep: Class 7 contains 7242 members 
Mstep: Class 8 contains 412876 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8318 members 
Mstep: Class 11 contains 19262 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 5756 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 16878 members 
Mstep: Class 18 contains 26011 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 329535 members 
Mstep: Class 23 contains 26687 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33548 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 3210 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14423 members 
Mstep: Class 31 contains 11789 members 
Mstep: Class 32 contains 13750 members 
Mstep: Class 33 contains 12862 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 3427 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6604 members 
Mstep: Class 39 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113005976.000000 Penalty: 136387.296875
Iteration 160F: 40 clusters Score -1.13006e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101644 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 5 contains 12392 members 
Mstep: Class 6 contains 14881 members 
Mstep: Class 7 contains 7237 members 
Mstep: Class 8 contains 412879 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19262 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 5845 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26006 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 5761 members 
Mstep: Class 22 contains 329531 members 
Mstep: Class 23 contains 26683 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33528 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 21082 members 
Mstep: Class 30 contains 14430 members 
Mstep: Class 31 contains 11690 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 12866 members 
Mstep: Class 34 contains 7230 members 
Mstep: Class 35 contains 3381 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6607 members 
Mstep: Class 39 contains 3119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006048.000000 Penalty: 136387.296875
Iteration 161Q: 40 clusters Score -1.13006e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 101646 members 
Mstep: Class 4 contains 10237 members 
Mstep: Class 5 contains 12411 members 
Mstep: Class 6 contains 14877 members 
Mstep: Class 7 contains 7234 members 
Mstep: Class 8 contains 412872 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 4473 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 5743 members 
Mstep: Class 16 contains 6095 members 
Mstep: Class 17 contains 16871 members 
Mstep: Class 18 contains 26005 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 5770 members 
Mstep: Class 22 contains 329507 members 
Mstep: Class 23 contains 26683 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33509 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14430 members 
Mstep: Class 31 contains 11578 members 
Mstep: Class 32 contains 13660 members 
Mstep: Class 33 contains 12863 members 
Mstep: Class 34 contains 7229 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 3075 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6614 members 
Mstep: Class 39 contains 3126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006160.000000 Penalty: 136387.296875
Iteration 162Q: 40 clusters Score -1.130062e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101646 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 12414 members 
Mstep: Class 6 contains 14871 members 
Mstep: Class 7 contains 7231 members 
Mstep: Class 8 contains 412866 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 4478 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 5745 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 16870 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 5774 members 
Mstep: Class 22 contains 329498 members 
Mstep: Class 23 contains 26680 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33484 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3172 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14437 members 
Mstep: Class 31 contains 11476 members 
Mstep: Class 32 contains 13657 members 
Mstep: Class 33 contains 12862 members 
Mstep: Class 34 contains 7230 members 
Mstep: Class 35 contains 3355 members 
Mstep: Class 36 contains 3076 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6623 members 
Mstep: Class 39 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006408.000000 Penalty: 136387.296875
Iteration 163Q: 40 clusters Score -1.130064e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101649 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 12412 members 
Mstep: Class 6 contains 14862 members 
Mstep: Class 7 contains 7226 members 
Mstep: Class 8 contains 412871 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 5745 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 329483 members 
Mstep: Class 23 contains 26672 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33460 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 21079 members 
Mstep: Class 30 contains 14442 members 
Mstep: Class 31 contains 11389 members 
Mstep: Class 32 contains 13657 members 
Mstep: Class 33 contains 12867 members 
Mstep: Class 34 contains 7230 members 
Mstep: Class 35 contains 3352 members 
Mstep: Class 36 contains 3078 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6633 members 
Mstep: Class 39 contains 3131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006544.000000 Penalty: 136387.296875
Iteration 164Q: 40 clusters Score -1.130065e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101649 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 12414 members 
Mstep: Class 6 contains 14857 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 412870 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 26005 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 28952 members 
Mstep: Class 21 contains 5787 members 
Mstep: Class 22 contains 329462 members 
Mstep: Class 23 contains 26667 members 
Mstep: Class 24 contains 53476 members 
Mstep: Class 25 contains 33448 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 21077 members 
Mstep: Class 30 contains 14446 members 
Mstep: Class 31 contains 11294 members 
Mstep: Class 32 contains 13667 members 
Mstep: Class 33 contains 12878 members 
Mstep: Class 34 contains 7232 members 
Mstep: Class 35 contains 3350 members 
Mstep: Class 36 contains 3079 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6638 members 
Mstep: Class 39 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006552.000000 Penalty: 136387.296875
Iteration 165Q: 40 clusters Score -1.130066e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101645 members 
Mstep: Class 4 contains 10085 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 14856 members 
Mstep: Class 7 contains 7225 members 
Mstep: Class 8 contains 412872 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 5753 members 
Mstep: Class 16 contains 6721 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 26004 members 
Mstep: Class 19 contains 5714 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 5794 members 
Mstep: Class 22 contains 329451 members 
Mstep: Class 23 contains 26655 members 
Mstep: Class 24 contains 53480 members 
Mstep: Class 25 contains 33440 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2066 members 
Mstep: Class 28 contains 3155 members 
Mstep: Class 29 contains 21075 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 11209 members 
Mstep: Class 32 contains 13665 members 
Mstep: Class 33 contains 12882 members 
Mstep: Class 34 contains 7232 members 
Mstep: Class 35 contains 3350 members 
Mstep: Class 36 contains 3079 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6644 members 
Mstep: Class 39 contains 3137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006600.000000 Penalty: 136387.296875
Iteration 166Q: 40 clusters Score -1.130066e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 101644 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 12421 members 
Mstep: Class 6 contains 14858 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 412869 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 5755 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 16865 members 
Mstep: Class 18 contains 26002 members 
Mstep: Class 19 contains 5708 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 329425 members 
Mstep: Class 23 contains 26641 members 
Mstep: Class 24 contains 53480 members 
Mstep: Class 25 contains 33435 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2068 members 
Mstep: Class 28 contains 3150 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 11148 members 
Mstep: Class 32 contains 13667 members 
Mstep: Class 33 contains 12889 members 
Mstep: Class 34 contains 7235 members 
Mstep: Class 35 contains 3350 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6651 members 
Mstep: Class 39 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006696.000000 Penalty: 136387.296875
Iteration 167Q: 40 clusters Score -1.130067e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 10048 members 
Mstep: Class 5 contains 12425 members 
Mstep: Class 6 contains 14856 members 
Mstep: Class 7 contains 7223 members 
Mstep: Class 8 contains 412874 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8317 members 
Mstep: Class 11 contains 19270 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 5760 members 
Mstep: Class 16 contains 6897 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25999 members 
Mstep: Class 19 contains 5702 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 5808 members 
Mstep: Class 22 contains 329418 members 
Mstep: Class 23 contains 26634 members 
Mstep: Class 24 contains 53481 members 
Mstep: Class 25 contains 33421 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 11086 members 
Mstep: Class 32 contains 13671 members 
Mstep: Class 33 contains 12898 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 3350 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6655 members 
Mstep: Class 39 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006832.000000 Penalty: 136387.296875
Iteration 168Q: 40 clusters Score -1.130068e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101638 members 
Mstep: Class 4 contains 10035 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 14855 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412872 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8317 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4895 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5763 members 
Mstep: Class 16 contains 6975 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 5694 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 5812 members 
Mstep: Class 22 contains 329415 members 
Mstep: Class 23 contains 26633 members 
Mstep: Class 24 contains 53481 members 
Mstep: Class 25 contains 33407 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3145 members 
Mstep: Class 29 contains 21073 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 11032 members 
Mstep: Class 32 contains 13669 members 
Mstep: Class 33 contains 12910 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 3345 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6657 members 
Mstep: Class 39 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006824.000000 Penalty: 136387.296875
Iteration 169Q: 40 clusters Score -1.130068e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 3 contains 101633 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 5 contains 12429 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412867 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8317 members 
Mstep: Class 11 contains 19270 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5762 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25997 members 
Mstep: Class 19 contains 5690 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 5815 members 
Mstep: Class 22 contains 329408 members 
Mstep: Class 23 contains 26633 members 
Mstep: Class 24 contains 53481 members 
Mstep: Class 25 contains 33403 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 21073 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10989 members 
Mstep: Class 32 contains 13666 members 
Mstep: Class 33 contains 12922 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3345 members 
Mstep: Class 36 contains 3081 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006984.000000 Penalty: 136387.296875
Iteration 170Q: 40 clusters Score -1.13007e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 5 contains 12431 members 
Mstep: Class 6 contains 14851 members 
Mstep: Class 7 contains 7220 members 
Mstep: Class 8 contains 412866 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8315 members 
Mstep: Class 11 contains 19270 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 4896 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 16 contains 7095 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 5819 members 
Mstep: Class 22 contains 329408 members 
Mstep: Class 23 contains 26632 members 
Mstep: Class 24 contains 53481 members 
Mstep: Class 25 contains 33396 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3142 members 
Mstep: Class 29 contains 21072 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 13668 members 
Mstep: Class 33 contains 12932 members 
Mstep: Class 34 contains 7242 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007008.000000 Penalty: 136387.296875
Iteration 171Q: 40 clusters Score -1.13007e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 6101 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 5 contains 12433 members 
Mstep: Class 6 contains 14856 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412868 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19270 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5768 members 
Mstep: Class 16 contains 7152 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 5684 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 5822 members 
Mstep: Class 22 contains 329400 members 
Mstep: Class 23 contains 26630 members 
Mstep: Class 24 contains 53481 members 
Mstep: Class 25 contains 33392 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3132 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10895 members 
Mstep: Class 32 contains 13670 members 
Mstep: Class 33 contains 12932 members 
Mstep: Class 34 contains 7247 members 
Mstep: Class 35 contains 3343 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6661 members 
Mstep: Class 39 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007024.000000 Penalty: 136387.296875
Iteration 172Q: 40 clusters Score -1.13007e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 6099 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 5 contains 12430 members 
Mstep: Class 6 contains 14861 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412863 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 4497 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5769 members 
Mstep: Class 16 contains 7204 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5680 members 
Mstep: Class 20 contains 28944 members 
Mstep: Class 21 contains 5824 members 
Mstep: Class 22 contains 329396 members 
Mstep: Class 23 contains 26629 members 
Mstep: Class 24 contains 53480 members 
Mstep: Class 25 contains 33390 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3125 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10852 members 
Mstep: Class 32 contains 13666 members 
Mstep: Class 33 contains 12935 members 
Mstep: Class 34 contains 7253 members 
Mstep: Class 35 contains 3348 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6662 members 
Mstep: Class 39 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007144.000000 Penalty: 136387.296875
Iteration 173Q: 40 clusters Score -1.130071e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 6099 members 
Mstep: Class 3 contains 101633 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 12430 members 
Mstep: Class 6 contains 14869 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412857 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19273 members 
Mstep: Class 12 contains 4497 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5771 members 
Mstep: Class 16 contains 7245 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 28947 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 329387 members 
Mstep: Class 23 contains 26629 members 
Mstep: Class 24 contains 53480 members 
Mstep: Class 25 contains 33385 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10808 members 
Mstep: Class 32 contains 13673 members 
Mstep: Class 33 contains 12941 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3351 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6662 members 
Mstep: Class 39 contains 3139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 174Q: 40 clusters Score -1.130072e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9995 members 
Mstep: Class 5 contains 12431 members 
Mstep: Class 6 contains 14874 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412849 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19273 members 
Mstep: Class 12 contains 4498 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5773 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 16865 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5668 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 5828 members 
Mstep: Class 22 contains 329376 members 
Mstep: Class 23 contains 26628 members 
Mstep: Class 24 contains 53480 members 
Mstep: Class 25 contains 33385 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 21071 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10775 members 
Mstep: Class 32 contains 13688 members 
Mstep: Class 33 contains 12946 members 
Mstep: Class 34 contains 7258 members 
Mstep: Class 35 contains 3351 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6663 members 
Mstep: Class 39 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 175Q: 40 clusters Score -1.130072e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9995 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 14874 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412844 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19275 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5772 members 
Mstep: Class 16 contains 7303 members 
Mstep: Class 17 contains 16863 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5664 members 
Mstep: Class 20 contains 28947 members 
Mstep: Class 21 contains 5828 members 
Mstep: Class 22 contains 329366 members 
Mstep: Class 23 contains 26628 members 
Mstep: Class 24 contains 53479 members 
Mstep: Class 25 contains 33382 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3111 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10741 members 
Mstep: Class 32 contains 13708 members 
Mstep: Class 33 contains 12951 members 
Mstep: Class 34 contains 7259 members 
Mstep: Class 35 contains 3351 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6665 members 
Mstep: Class 39 contains 3142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 176Q: 40 clusters Score -1.130072e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9987 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 14869 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412841 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 13 contains 4911 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5773 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5662 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 5831 members 
Mstep: Class 22 contains 329363 members 
Mstep: Class 23 contains 26628 members 
Mstep: Class 24 contains 53479 members 
Mstep: Class 25 contains 33381 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10713 members 
Mstep: Class 32 contains 13720 members 
Mstep: Class 33 contains 12953 members 
Mstep: Class 34 contains 7260 members 
Mstep: Class 35 contains 3349 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6668 members 
Mstep: Class 39 contains 3142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007208.000000 Penalty: 136387.296875
Iteration 177Q: 40 clusters Score -1.130072e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9978 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 14866 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412840 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 4497 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 7352 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 28947 members 
Mstep: Class 21 contains 5832 members 
Mstep: Class 22 contains 329359 members 
Mstep: Class 23 contains 26629 members 
Mstep: Class 24 contains 53479 members 
Mstep: Class 25 contains 33391 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3100 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10681 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 12953 members 
Mstep: Class 34 contains 7260 members 
Mstep: Class 35 contains 3354 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6669 members 
Mstep: Class 39 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007120.000000 Penalty: 136387.296875
Iteration 178Q: 40 clusters Score -1.130071e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9969 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 14856 members 
Mstep: Class 7 contains 7221 members 
Mstep: Class 8 contains 412840 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 4917 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 16860 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 5833 members 
Mstep: Class 22 contains 329357 members 
Mstep: Class 23 contains 26629 members 
Mstep: Class 24 contains 53479 members 
Mstep: Class 25 contains 33395 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3095 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10655 members 
Mstep: Class 32 contains 13749 members 
Mstep: Class 33 contains 12954 members 
Mstep: Class 34 contains 7261 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6669 members 
Mstep: Class 39 contains 3145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007048.000000 Penalty: 136387.296875
Iteration 179Q: 40 clusters Score -1.13007e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9967 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 7220 members 
Mstep: Class 8 contains 412849 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 5777 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 16857 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 5833 members 
Mstep: Class 22 contains 329351 members 
Mstep: Class 23 contains 26628 members 
Mstep: Class 24 contains 53479 members 
Mstep: Class 25 contains 33395 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14457 members 
Mstep: Class 31 contains 10623 members 
Mstep: Class 32 contains 13755 members 
Mstep: Class 33 contains 12956 members 
Mstep: Class 34 contains 7263 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6669 members 
Mstep: Class 39 contains 3147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007072.000000 Penalty: 136387.296875
Iteration 180F: 40 clusters Score -1.130071e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 6093 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9959 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 14851 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412851 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10862 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 16856 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 28952 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 329344 members 
Mstep: Class 23 contains 26627 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33397 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14457 members 
Mstep: Class 31 contains 10601 members 
Mstep: Class 32 contains 13772 members 
Mstep: Class 33 contains 12957 members 
Mstep: Class 34 contains 7262 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6670 members 
Mstep: Class 39 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007192.000000 Penalty: 136387.296875
Iteration 181Q: 40 clusters Score -1.130072e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 6091 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9947 members 
Mstep: Class 5 contains 12434 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412849 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19282 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10861 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 7435 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5841 members 
Mstep: Class 22 contains 329334 members 
Mstep: Class 23 contains 26626 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33398 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3086 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10582 members 
Mstep: Class 32 contains 13796 members 
Mstep: Class 33 contains 12962 members 
Mstep: Class 34 contains 7261 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6671 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007144.000000 Penalty: 136387.296875
Iteration 182Q: 40 clusters Score -1.130071e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9939 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 14848 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412850 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19282 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10860 members 
Mstep: Class 15 contains 5778 members 
Mstep: Class 16 contains 7453 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5846 members 
Mstep: Class 22 contains 329327 members 
Mstep: Class 23 contains 26625 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33398 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3083 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10565 members 
Mstep: Class 32 contains 13811 members 
Mstep: Class 33 contains 12964 members 
Mstep: Class 34 contains 7262 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6671 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007184.000000 Penalty: 136387.296875
Iteration 183Q: 40 clusters Score -1.130072e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9935 members 
Mstep: Class 5 contains 12435 members 
Mstep: Class 6 contains 14849 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412855 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10856 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 5847 members 
Mstep: Class 22 contains 329311 members 
Mstep: Class 23 contains 26624 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33393 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3081 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10551 members 
Mstep: Class 32 contains 13834 members 
Mstep: Class 33 contains 12962 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3357 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6672 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007264.000000 Penalty: 136387.296875
Iteration 184Q: 40 clusters Score -1.130073e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9932 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 14844 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412857 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 5780 members 
Mstep: Class 16 contains 7471 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 329297 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33389 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3077 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10531 members 
Mstep: Class 32 contains 13860 members 
Mstep: Class 33 contains 12967 members 
Mstep: Class 34 contains 7268 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6673 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 185Q: 40 clusters Score -1.130072e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9927 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 14836 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412858 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7480 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 329286 members 
Mstep: Class 23 contains 26618 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33389 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3074 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10513 members 
Mstep: Class 32 contains 13885 members 
Mstep: Class 33 contains 12967 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6676 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 186Q: 40 clusters Score -1.130072e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9929 members 
Mstep: Class 5 contains 12438 members 
Mstep: Class 6 contains 14832 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412860 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19280 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7483 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 329274 members 
Mstep: Class 23 contains 26617 members 
Mstep: Class 24 contains 53478 members 
Mstep: Class 25 contains 33387 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3073 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10496 members 
Mstep: Class 32 contains 13913 members 
Mstep: Class 33 contains 12969 members 
Mstep: Class 34 contains 7268 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6679 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007152.000000 Penalty: 136387.296875
Iteration 187Q: 40 clusters Score -1.130072e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9922 members 
Mstep: Class 5 contains 12438 members 
Mstep: Class 6 contains 14824 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412866 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 16856 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 329263 members 
Mstep: Class 23 contains 26616 members 
Mstep: Class 24 contains 53477 members 
Mstep: Class 25 contains 33379 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3073 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10483 members 
Mstep: Class 32 contains 13940 members 
Mstep: Class 33 contains 12972 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6680 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 188Q: 40 clusters Score -1.130072e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9913 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14821 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412867 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19283 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10850 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 17 contains 16856 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 329247 members 
Mstep: Class 23 contains 26616 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33379 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3073 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10477 members 
Mstep: Class 32 contains 13964 members 
Mstep: Class 33 contains 12975 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3358 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6683 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007328.000000 Penalty: 136387.296875
Iteration 189Q: 40 clusters Score -1.130073e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 14820 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412871 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7504 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 5851 members 
Mstep: Class 22 contains 329229 members 
Mstep: Class 23 contains 26616 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33378 members 
Mstep: Class 26 contains 8412 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3073 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10478 members 
Mstep: Class 32 contains 13981 members 
Mstep: Class 33 contains 12976 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3359 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6685 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007224.000000 Penalty: 136387.296875
Iteration 190Q: 40 clusters Score -1.130072e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9897 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14818 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412876 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7508 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 28952 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 329208 members 
Mstep: Class 23 contains 26615 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33377 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3072 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10475 members 
Mstep: Class 32 contains 14005 members 
Mstep: Class 33 contains 12976 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3359 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6687 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 191Q: 40 clusters Score -1.130072e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9886 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14816 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412882 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4918 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 16857 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 329197 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33379 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3072 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10476 members 
Mstep: Class 32 contains 14016 members 
Mstep: Class 33 contains 12974 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3359 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6688 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007304.000000 Penalty: 136387.296875
Iteration 192Q: 40 clusters Score -1.130073e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9884 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412881 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 16857 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5628 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 5859 members 
Mstep: Class 22 contains 329185 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33377 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3070 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 14034 members 
Mstep: Class 33 contains 12977 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3359 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6690 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007256.000000 Penalty: 136387.296875
Iteration 193Q: 40 clusters Score -1.130073e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9882 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412883 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7518 members 
Mstep: Class 17 contains 16857 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5628 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329184 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33373 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3068 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10467 members 
Mstep: Class 32 contains 14044 members 
Mstep: Class 33 contains 12978 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3360 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6691 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 194Q: 40 clusters Score -1.130072e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14803 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412881 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19284 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7521 members 
Mstep: Class 17 contains 16858 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5628 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329185 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33372 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3068 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10462 members 
Mstep: Class 32 contains 14051 members 
Mstep: Class 33 contains 12980 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3362 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6692 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 195Q: 40 clusters Score -1.130072e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412881 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329183 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33374 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3067 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10459 members 
Mstep: Class 32 contains 14053 members 
Mstep: Class 33 contains 12980 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3363 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6692 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007224.000000 Penalty: 136387.296875
Iteration 196Q: 40 clusters Score -1.130072e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9873 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412881 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7529 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329180 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33374 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10455 members 
Mstep: Class 32 contains 14059 members 
Mstep: Class 33 contains 12981 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6692 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007192.000000 Penalty: 136387.296875
Iteration 197Q: 40 clusters Score -1.130072e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412880 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329177 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33376 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10451 members 
Mstep: Class 32 contains 14063 members 
Mstep: Class 33 contains 12985 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6692 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 198Q: 40 clusters Score -1.130072e+08 nChanged 15
Entering ConstructFrom: 
Score: -113007176.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (59228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Entering Unmasked Estep 
Score: -5267781.000000 Penalty: 2725.309326
	Iteration 0F: 2 clusters Score -5267781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5227992.500000 Penalty: 5450.618652
	Iteration 0F: 3 clusters Score -5227992 nChanged 27401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -5243266.500000 Penalty: 5450.618652
	Iteration 1F: 3 clusters Score -5243266 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -5243852.000000 Penalty: 5450.618652
	Iteration 2Q: 3 clusters Score -5243852 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -5244690.000000 Penalty: 5450.618652
	Iteration 3Q: 3 clusters Score -5244690 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -5245828.000000 Penalty: 5450.618652
	Iteration 4Q: 3 clusters Score -5245828 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5247540.000000 Penalty: 5450.618652
	Iteration 5F: 3 clusters Score -5247540 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -5250154.000000 Penalty: 5450.618652
	Iteration 6F: 3 clusters Score -5250154 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5253548.500000 Penalty: 5450.618652
	Iteration 7F: 3 clusters Score -5253548 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -5257075.500000 Penalty: 5450.618652
	Iteration 8F: 3 clusters Score -5257076 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -5260065.500000 Penalty: 5450.618652
	Iteration 9F: 3 clusters Score -5260066 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -5262243.500000 Penalty: 5450.618652
	Iteration 10Q: 3 clusters Score -5262244 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -5263565.000000 Penalty: 5450.618652
	Iteration 11Q: 3 clusters Score -5263565 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -5264349.000000 Penalty: 5450.618652
	Iteration 12Q: 3 clusters Score -5264349 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -5264734.000000 Penalty: 5450.618652
	Iteration 13Q: 3 clusters Score -5264734 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -5265020.500000 Penalty: 5450.618652
	Iteration 14Q: 3 clusters Score -5265020 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -5265172.000000 Penalty: 5450.618652
	Iteration 15Q: 3 clusters Score -5265172 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -5265276.500000 Penalty: 5450.618652
	Iteration 16Q: 3 clusters Score -5265276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -5265346.000000 Penalty: 5450.618652
	Iteration 17Q: 3 clusters Score -5265346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -5265400.000000 Penalty: 5450.618652
	Iteration 18Q: 3 clusters Score -5265400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -5265440.500000 Penalty: 5450.618652
	Iteration 19Q: 3 clusters Score -5265440 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -5265467.000000 Penalty: 5450.618652
	Iteration 20F: 3 clusters Score -5265467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -5265488.000000 Penalty: 5450.618652
	Iteration 21Q: 3 clusters Score -5265488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -5265513.500000 Penalty: 5450.618652
	Iteration 22Q: 3 clusters Score -5265514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -5265532.000000 Penalty: 5450.618652
	Iteration 23Q: 3 clusters Score -5265532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -5265557.000000 Penalty: 5450.618652
	Iteration 24Q: 3 clusters Score -5265557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -5265585.500000 Penalty: 5450.618652
	Iteration 25Q: 3 clusters Score -5265586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -5265595.000000 Penalty: 5450.618652
	Iteration 26Q: 3 clusters Score -5265595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -5265599.000000 Penalty: 5450.618652
	Iteration 27Q: 3 clusters Score -5265599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -5265601.000000 Penalty: 5450.618652
	Iteration 28Q: 3 clusters Score -5265601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -5265620.500000 Penalty: 5450.618652
	Iteration 29Q: 3 clusters Score -5265620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -5265638.000000 Penalty: 5450.618652
	Iteration 30Q: 3 clusters Score -5265638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -5265653.500000 Penalty: 5450.618652
	Iteration 31Q: 3 clusters Score -5265654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -5265660.500000 Penalty: 5450.618652
	Iteration 32Q: 3 clusters Score -5265660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -5265670.000000 Penalty: 5450.618652
	Iteration 33Q: 3 clusters Score -5265670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -5265681.000000 Penalty: 5450.618652
	Iteration 34Q: 3 clusters Score -5265681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -5265672.000000 Penalty: 5450.618652
	Iteration 35Q: 3 clusters Score -5265672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -5265673.500000 Penalty: 5450.618652
	Iteration 36Q: 3 clusters Score -5265674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -5265671.000000 Penalty: 5450.618652
	Iteration 37Q: 3 clusters Score -5265671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -5265684.000000 Penalty: 5450.618652
	Iteration 38Q: 3 clusters Score -5265684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -5265694.500000 Penalty: 5450.618652
	Iteration 39Q: 3 clusters Score -5265694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -5265704.000000 Penalty: 5450.618652
	Iteration 40F: 3 clusters Score -5265704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -5265706.000000 Penalty: 5450.618652
	Iteration 41Q: 3 clusters Score -5265706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -5265703.000000 Penalty: 5450.618652
	Iteration 42Q: 3 clusters Score -5265703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -5265709.000000 Penalty: 5450.618652
	Iteration 43Q: 3 clusters Score -5265709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -5265719.000000 Penalty: 5450.618652
	Iteration 44Q: 3 clusters Score -5265719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -5265724.500000 Penalty: 5450.618652
	Iteration 45Q: 3 clusters Score -5265724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -5265717.500000 Penalty: 5450.618652
	Iteration 46Q: 3 clusters Score -5265718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -5265716.000000 Penalty: 5450.618652
	Iteration 47Q: 3 clusters Score -5265716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -5265721.500000 Penalty: 5450.618652
	Iteration 48Q: 3 clusters Score -5265722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -5265725.500000 Penalty: 5450.618652
	Iteration 49Q: 3 clusters Score -5265726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -5265721.500000 Penalty: 5450.618652
	Iteration 50Q: 3 clusters Score -5265722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -5265722.000000 Penalty: 5450.618652
	Iteration 51Q: 3 clusters Score -5265722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -5265722.000000 Penalty: 5450.618652
	Iteration 52Q: 3 clusters Score -5265722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -5265727.500000 Penalty: 5450.618652
	Iteration 53Q: 3 clusters Score -5265728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -5265720.500000 Penalty: 5450.618652
	Iteration 54Q: 3 clusters Score -5265720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -5265721.000000 Penalty: 5450.618652
	Iteration 55Q: 3 clusters Score -5265721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -5265727.000000 Penalty: 5450.618652
	Iteration 56Q: 3 clusters Score -5265727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -5265727.000000 Penalty: 5450.618652
	Iteration 57F: 3 clusters Score -5265727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -451089.093750 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -451089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -445984.781250 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -445984.8 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -447536.250000 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -447536.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -448014.750000 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -448014.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -448423.250000 Penalty: 4322.914062
	Iteration 3F: 3 clusters Score -448423.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -448828.250000 Penalty: 4322.914062
	Iteration 4F: 3 clusters Score -448828.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -449129.812500 Penalty: 4322.914062
	Iteration 5F: 3 clusters Score -449129.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -449389.062500 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -449389.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -449562.906250 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -449562.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -449663.406250 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -449663.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -449760.437500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -449760.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -449832.500000 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -449832.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -449874.718750 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -449874.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -449904.125000 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -449904.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -449933.312500 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -449933.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -449954.031250 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -449954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -449964.468750 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -449964.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -449972.625000 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -449972.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -449978.281250 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -449978.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -449984.312500 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -449984.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -449987.656250 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -449987.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -449988.343750 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -449988.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -449990.812500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -449990.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -449993.531250 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -449993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -449995.281250 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -449995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -449996.125000 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -449996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -449998.000000 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -449998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -449999.343750 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -449999.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -450000.062500 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -450000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -450000.750000 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -450000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -450001.250000 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -450001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -450003.750000 Penalty: 4322.914062
	Iteration 30Q: 3 clusters Score -450003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -450003.375000 Penalty: 4322.914062
	Iteration 31Q: 3 clusters Score -450003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -450004.562500 Penalty: 4322.914062
	Iteration 32Q: 3 clusters Score -450004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -450004.562500 Penalty: 4322.914062
	Iteration 33Q: 3 clusters Score -450004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -450006.343750 Penalty: 4322.914062
	Iteration 34Q: 3 clusters Score -450006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -450006.593750 Penalty: 4322.914062
	Iteration 35Q: 3 clusters Score -450006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -450008.812500 Penalty: 4322.914062
	Iteration 36Q: 3 clusters Score -450008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -450011.000000 Penalty: 4322.914062
	Iteration 37Q: 3 clusters Score -450011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -450011.625000 Penalty: 4322.914062
	Iteration 38Q: 3 clusters Score -450011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -450012.281250 Penalty: 4322.914062
	Iteration 39Q: 3 clusters Score -450012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -450012.750000 Penalty: 4322.914062
	Iteration 40F: 3 clusters Score -450012.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Entering Unmasked Estep 
Score: -8923417.000000 Penalty: 2859.205566
	Iteration 0F: 2 clusters Score -8923417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -8855460.000000 Penalty: 5718.411133
	Iteration 0F: 3 clusters Score -8855460 nChanged 47959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -8883090.000000 Penalty: 5718.411133
	Iteration 1F: 3 clusters Score -8883090 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -8883889.000000 Penalty: 5718.411133
	Iteration 2Q: 3 clusters Score -8883889 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -8884677.000000 Penalty: 5718.411133
	Iteration 3Q: 3 clusters Score -8884677 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -8885482.000000 Penalty: 5718.411133
	Iteration 4Q: 3 clusters Score -8885482 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -8886396.000000 Penalty: 5718.411133
	Iteration 5Q: 3 clusters Score -8886396 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -8887532.000000 Penalty: 5718.411133
	Iteration 6Q: 3 clusters Score -8887532 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -8889069.000000 Penalty: 5718.411133
	Iteration 7Q: 3 clusters Score -8889069 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -8891314.000000 Penalty: 5718.411133
	Iteration 8Q: 3 clusters Score -8891314 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -8894651.000000 Penalty: 5718.411133
	Iteration 9F: 3 clusters Score -8894651 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -8899126.000000 Penalty: 5718.411133
	Iteration 10F: 3 clusters Score -8899126 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -8904219.000000 Penalty: 5718.411133
	Iteration 11F: 3 clusters Score -8904219 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -8908577.000000 Penalty: 5718.411133
	Iteration 12Q: 3 clusters Score -8908577 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -8911435.000000 Penalty: 5718.411133
	Iteration 13Q: 3 clusters Score -8911435 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -8913271.000000 Penalty: 5718.411133
	Iteration 14Q: 3 clusters Score -8913271 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -8914639.000000 Penalty: 5718.411133
	Iteration 15Q: 3 clusters Score -8914639 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -8915626.000000 Penalty: 5718.411133
	Iteration 16Q: 3 clusters Score -8915626 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 92981 members 
Entering Unmasked Estep 
Score: -8916731.000000 Penalty: 5718.411133
	Iteration 17Q: 3 clusters Score -8916731 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -8917707.000000 Penalty: 5718.411133
	Iteration 18Q: 3 clusters Score -8917707 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 95870 members 
Entering Unmasked Estep 
Score: -8918500.000000 Penalty: 5718.411133
	Iteration 19Q: 3 clusters Score -8918500 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -8919152.000000 Penalty: 5718.411133
	Iteration 20F: 3 clusters Score -8919152 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -8919696.000000 Penalty: 5718.411133
	Iteration 21Q: 3 clusters Score -8919696 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -8920166.000000 Penalty: 5718.411133
	Iteration 22Q: 3 clusters Score -8920166 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -8920480.000000 Penalty: 5718.411133
	Iteration 23Q: 3 clusters Score -8920480 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -8920734.000000 Penalty: 5718.411133
	Iteration 24Q: 3 clusters Score -8920734 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -8920889.000000 Penalty: 5718.411133
	Iteration 25Q: 3 clusters Score -8920889 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -8921019.000000 Penalty: 5718.411133
	Iteration 26Q: 3 clusters Score -8921019 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -8921138.000000 Penalty: 5718.411133
	Iteration 27Q: 3 clusters Score -8921138 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -8921211.000000 Penalty: 5718.411133
	Iteration 28Q: 3 clusters Score -8921211 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 100191 members 
Entering Unmasked Estep 
Score: -8921310.000000 Penalty: 5718.411133
	Iteration 29Q: 3 clusters Score -8921310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -8921369.000000 Penalty: 5718.411133
	Iteration 30Q: 3 clusters Score -8921369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 100287 members 
Entering Unmasked Estep 
Score: -8921390.000000 Penalty: 5718.411133
	Iteration 31Q: 3 clusters Score -8921390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 100315 members 
Entering Unmasked Estep 
Score: -8921406.000000 Penalty: 5718.411133
	Iteration 32Q: 3 clusters Score -8921406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -8921420.000000 Penalty: 5718.411133
	Iteration 33Q: 3 clusters Score -8921420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -8921436.000000 Penalty: 5718.411133
	Iteration 34Q: 3 clusters Score -8921436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 100388 members 
Entering Unmasked Estep 
Score: -8921459.000000 Penalty: 5718.411133
	Iteration 35Q: 3 clusters Score -8921459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -8921457.000000 Penalty: 5718.411133
	Iteration 36Q: 3 clusters Score -8921457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -8921468.000000 Penalty: 5718.411133
	Iteration 37Q: 3 clusters Score -8921468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -8921468.000000 Penalty: 5718.411133
	Iteration 38Q: 3 clusters Score -8921468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 100447 members 
Entering Unmasked Estep 
Score: -8921461.000000 Penalty: 5718.411133
	Iteration 39Q: 3 clusters Score -8921461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -8921473.000000 Penalty: 5718.411133
	Iteration 40F: 3 clusters Score -8921473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -8921475.000000 Penalty: 5718.411133
	Iteration 41Q: 3 clusters Score -8921475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -8921486.000000 Penalty: 5718.411133
	Iteration 42Q: 3 clusters Score -8921486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 100478 members 
Entering Unmasked Estep 
Score: -8921482.000000 Penalty: 5718.411133
	Iteration 43Q: 3 clusters Score -8921482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -8921484.000000 Penalty: 5718.411133
	Iteration 44Q: 3 clusters Score -8921484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -8921483.000000 Penalty: 5718.411133
	Iteration 45Q: 3 clusters Score -8921483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -8921486.000000 Penalty: 5718.411133
	Iteration 46Q: 3 clusters Score -8921486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -8921484.000000 Penalty: 5718.411133
	Iteration 47Q: 3 clusters Score -8921484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
Score: -8921479.000000 Penalty: 5718.411133
	Iteration 48Q: 3 clusters Score -8921479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -8921487.000000 Penalty: 5718.411133
	Iteration 49Q: 3 clusters Score -8921487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -8921492.000000 Penalty: 5718.411133
	Iteration 50Q: 3 clusters Score -8921492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -8921496.000000 Penalty: 5718.411133
	Iteration 51Q: 3 clusters Score -8921496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -8921496.000000 Penalty: 5718.411133
	Iteration 52F: 3 clusters Score -8921496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Entering Unmasked Estep 
Score: -834386.937500 Penalty: 2280.969482
	Iteration 0F: 2 clusters Score -834386.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -826720.312500 Penalty: 4561.938965
	Iteration 0F: 3 clusters Score -826720.3 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -829027.937500 Penalty: 4561.938965
	Iteration 1F: 3 clusters Score -829027.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -829416.437500 Penalty: 4561.938965
	Iteration 2F: 3 clusters Score -829416.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -829810.437500 Penalty: 4561.938965
	Iteration 3F: 3 clusters Score -829810.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -830230.375000 Penalty: 4561.938965
	Iteration 4F: 3 clusters Score -830230.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -830680.000000 Penalty: 4561.938965
	Iteration 5F: 3 clusters Score -830680 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -831095.937500 Penalty: 4561.938965
	Iteration 6F: 3 clusters Score -831095.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -831427.250000 Penalty: 4561.938965
	Iteration 7Q: 3 clusters Score -831427.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -831676.937500 Penalty: 4561.938965
	Iteration 8Q: 3 clusters Score -831676.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -831843.062500 Penalty: 4561.938965
	Iteration 9Q: 3 clusters Score -831843.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -831975.187500 Penalty: 4561.938965
	Iteration 10Q: 3 clusters Score -831975.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -832083.750000 Penalty: 4561.938965
	Iteration 11Q: 3 clusters Score -832083.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -832187.875000 Penalty: 4561.938965
	Iteration 12Q: 3 clusters Score -832187.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -832268.875000 Penalty: 4561.938965
	Iteration 13Q: 3 clusters Score -832268.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -832353.812500 Penalty: 4561.938965
	Iteration 14Q: 3 clusters Score -832353.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -832415.187500 Penalty: 4561.938965
	Iteration 15Q: 3 clusters Score -832415.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -832475.125000 Penalty: 4561.938965
	Iteration 16Q: 3 clusters Score -832475.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -832526.437500 Penalty: 4561.938965
	Iteration 17Q: 3 clusters Score -832526.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -832577.312500 Penalty: 4561.938965
	Iteration 18Q: 3 clusters Score -832577.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -832618.875000 Penalty: 4561.938965
	Iteration 19Q: 3 clusters Score -832618.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -832655.875000 Penalty: 4561.938965
	Iteration 20F: 3 clusters Score -832655.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -832683.562500 Penalty: 4561.938965
	Iteration 21Q: 3 clusters Score -832683.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -832708.375000 Penalty: 4561.938965
	Iteration 22Q: 3 clusters Score -832708.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -832733.625000 Penalty: 4561.938965
	Iteration 23Q: 3 clusters Score -832733.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -832753.375000 Penalty: 4561.938965
	Iteration 24Q: 3 clusters Score -832753.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -832772.812500 Penalty: 4561.938965
	Iteration 25Q: 3 clusters Score -832772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -832793.250000 Penalty: 4561.938965
	Iteration 26Q: 3 clusters Score -832793.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -832816.687500 Penalty: 4561.938965
	Iteration 27Q: 3 clusters Score -832816.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -832846.187500 Penalty: 4561.938965
	Iteration 28Q: 3 clusters Score -832846.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -832871.625000 Penalty: 4561.938965
	Iteration 29Q: 3 clusters Score -832871.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -832894.375000 Penalty: 4561.938965
	Iteration 30Q: 3 clusters Score -832894.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -832912.375000 Penalty: 4561.938965
	Iteration 31Q: 3 clusters Score -832912.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -832934.750000 Penalty: 4561.938965
	Iteration 32Q: 3 clusters Score -832934.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -832968.562500 Penalty: 4561.938965
	Iteration 33Q: 3 clusters Score -832968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -833003.187500 Penalty: 4561.938965
	Iteration 34Q: 3 clusters Score -833003.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -833035.187500 Penalty: 4561.938965
	Iteration 35Q: 3 clusters Score -833035.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -833060.875000 Penalty: 4561.938965
	Iteration 36Q: 3 clusters Score -833060.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -833081.687500 Penalty: 4561.938965
	Iteration 37Q: 3 clusters Score -833081.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -833102.812500 Penalty: 4561.938965
	Iteration 38Q: 3 clusters Score -833102.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -833122.750000 Penalty: 4561.938965
	Iteration 39Q: 3 clusters Score -833122.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -833147.437500 Penalty: 4561.938965
	Iteration 40F: 3 clusters Score -833147.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -833168.062500 Penalty: 4561.938965
	Iteration 41Q: 3 clusters Score -833168.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -833184.562500 Penalty: 4561.938965
	Iteration 42Q: 3 clusters Score -833184.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -833200.062500 Penalty: 4561.938965
	Iteration 43Q: 3 clusters Score -833200.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -833217.937500 Penalty: 4561.938965
	Iteration 44Q: 3 clusters Score -833217.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -833245.437500 Penalty: 4561.938965
	Iteration 45Q: 3 clusters Score -833245.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -833286.187500 Penalty: 4561.938965
	Iteration 46Q: 3 clusters Score -833286.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -833338.375000 Penalty: 4561.938965
	Iteration 47Q: 3 clusters Score -833338.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -833400.937500 Penalty: 4561.938965
	Iteration 48Q: 3 clusters Score -833400.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -833483.250000 Penalty: 4561.938965
	Iteration 49Q: 3 clusters Score -833483.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -833546.500000 Penalty: 4561.938965
	Iteration 50Q: 3 clusters Score -833546.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -833592.687500 Penalty: 4561.938965
	Iteration 51Q: 3 clusters Score -833592.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -833621.187500 Penalty: 4561.938965
	Iteration 52Q: 3 clusters Score -833621.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -833637.750000 Penalty: 4561.938965
	Iteration 53Q: 3 clusters Score -833637.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -833646.187500 Penalty: 4561.938965
	Iteration 54Q: 3 clusters Score -833646.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -833649.312500 Penalty: 4561.938965
	Iteration 55Q: 3 clusters Score -833649.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -833654.500000 Penalty: 4561.938965
	Iteration 56Q: 3 clusters Score -833654.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -833657.375000 Penalty: 4561.938965
	Iteration 57Q: 3 clusters Score -833657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -833659.812500 Penalty: 4561.938965
	Iteration 58Q: 3 clusters Score -833659.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -833668.687500 Penalty: 4561.938965
	Iteration 59F: 3 clusters Score -833668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -833672.125000 Penalty: 4561.938965
	Iteration 60F: 3 clusters Score -833672.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -833675.750000 Penalty: 4561.938965
	Iteration 61Q: 3 clusters Score -833675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -833676.812500 Penalty: 4561.938965
	Iteration 62Q: 3 clusters Score -833676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -833677.625000 Penalty: 4561.938965
	Iteration 63Q: 3 clusters Score -833677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -833677.625000 Penalty: 4561.938965
	Iteration 64F: 3 clusters Score -833677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1005174.875000 Penalty: 2338.290771
	Iteration 0F: 2 clusters Score -1005175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -996023.562500 Penalty: 4676.581543
	Iteration 0F: 3 clusters Score -996023.6 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -998816.000000 Penalty: 4676.581543
	Iteration 1F: 3 clusters Score -998816 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -999288.000000 Penalty: 4676.581543
	Iteration 2F: 3 clusters Score -999288 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -999729.312500 Penalty: 4676.581543
	Iteration 3F: 3 clusters Score -999729.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1000122.937500 Penalty: 4676.581543
	Iteration 4F: 3 clusters Score -1000123 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1000490.750000 Penalty: 4676.581543
	Iteration 5Q: 3 clusters Score -1000491 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1000812.250000 Penalty: 4676.581543
	Iteration 6Q: 3 clusters Score -1000812 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1001109.312500 Penalty: 4676.581543
	Iteration 7Q: 3 clusters Score -1001109 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1001422.812500 Penalty: 4676.581543
	Iteration 8Q: 3 clusters Score -1001423 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1001762.937500 Penalty: 4676.581543
	Iteration 9Q: 3 clusters Score -1001763 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1002167.125000 Penalty: 4676.581543
	Iteration 10Q: 3 clusters Score -1002167 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1002592.375000 Penalty: 4676.581543
	Iteration 11Q: 3 clusters Score -1002592 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1003024.187500 Penalty: 4676.581543
	Iteration 12Q: 3 clusters Score -1003024 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1003380.562500 Penalty: 4676.581543
	Iteration 13Q: 3 clusters Score -1003381 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1003643.875000 Penalty: 4676.581543
	Iteration 14Q: 3 clusters Score -1003644 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1003834.812500 Penalty: 4676.581543
	Iteration 15Q: 3 clusters Score -1003835 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1003968.687500 Penalty: 4676.581543
	Iteration 16Q: 3 clusters Score -1003969 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1004047.687500 Penalty: 4676.581543
	Iteration 17Q: 3 clusters Score -1004048 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1004098.250000 Penalty: 4676.581543
	Iteration 18Q: 3 clusters Score -1004098 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1004135.750000 Penalty: 4676.581543
	Iteration 19Q: 3 clusters Score -1004136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1004165.125000 Penalty: 4676.581543
	Iteration 20F: 3 clusters Score -1004165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1004186.625000 Penalty: 4676.581543
	Iteration 21Q: 3 clusters Score -1004187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1004206.312500 Penalty: 4676.581543
	Iteration 22Q: 3 clusters Score -1004206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1004221.062500 Penalty: 4676.581543
	Iteration 23Q: 3 clusters Score -1004221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1004233.250000 Penalty: 4676.581543
	Iteration 24Q: 3 clusters Score -1004233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1004249.375000 Penalty: 4676.581543
	Iteration 25Q: 3 clusters Score -1004249 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1004258.250000 Penalty: 4676.581543
	Iteration 26Q: 3 clusters Score -1004258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1004268.125000 Penalty: 4676.581543
	Iteration 27Q: 3 clusters Score -1004268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1004276.062500 Penalty: 4676.581543
	Iteration 28Q: 3 clusters Score -1004276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1004279.375000 Penalty: 4676.581543
	Iteration 29Q: 3 clusters Score -1004279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1004285.625000 Penalty: 4676.581543
	Iteration 30Q: 3 clusters Score -1004286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1004286.937500 Penalty: 4676.581543
	Iteration 31Q: 3 clusters Score -1004287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1004288.375000 Penalty: 4676.581543
	Iteration 32Q: 3 clusters Score -1004288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1004291.250000 Penalty: 4676.581543
	Iteration 33Q: 3 clusters Score -1004291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1004294.187500 Penalty: 4676.581543
	Iteration 34Q: 3 clusters Score -1004294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1004296.187500 Penalty: 4676.581543
	Iteration 35Q: 3 clusters Score -1004296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1004295.937500 Penalty: 4676.581543
	Iteration 36Q: 3 clusters Score -1004296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1004296.437500 Penalty: 4676.581543
	Iteration 37Q: 3 clusters Score -1004296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1004296.062500 Penalty: 4676.581543
	Iteration 38Q: 3 clusters Score -1004296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1004296.625000 Penalty: 4676.581543
	Iteration 39Q: 3 clusters Score -1004297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1004297.187500 Penalty: 4676.581543
	Iteration 40F: 3 clusters Score -1004297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1004301.062500 Penalty: 4676.581543
	Iteration 41Q: 3 clusters Score -1004301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1004300.625000 Penalty: 4676.581543
	Iteration 42Q: 3 clusters Score -1004301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1004302.187500 Penalty: 4676.581543
	Iteration 43Q: 3 clusters Score -1004302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1004302.562500 Penalty: 4676.581543
	Iteration 44Q: 3 clusters Score -1004303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1004303.062500 Penalty: 4676.581543
	Iteration 45Q: 3 clusters Score -1004303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1004303.437500 Penalty: 4676.581543
	Iteration 46Q: 3 clusters Score -1004303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1004304.000000 Penalty: 4676.581543
	Iteration 47Q: 3 clusters Score -1004304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1004304.000000 Penalty: 4676.581543
	Iteration 48F: 3 clusters Score -1004304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Entering Unmasked Estep 
Score: -1347983.875000 Penalty: 2381.457764
	Iteration 0F: 2 clusters Score -1347984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1337184.875000 Penalty: 4762.915527
	Iteration 0F: 3 clusters Score -1337185 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1340566.250000 Penalty: 4762.915527
	Iteration 1F: 3 clusters Score -1340566 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1340868.500000 Penalty: 4762.915527
	Iteration 2F: 3 clusters Score -1340868 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1341079.750000 Penalty: 4762.915527
	Iteration 3Q: 3 clusters Score -1341080 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1341233.250000 Penalty: 4762.915527
	Iteration 4Q: 3 clusters Score -1341233 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1341361.875000 Penalty: 4762.915527
	Iteration 5Q: 3 clusters Score -1341362 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1341479.000000 Penalty: 4762.915527
	Iteration 6Q: 3 clusters Score -1341479 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1341594.625000 Penalty: 4762.915527
	Iteration 7Q: 3 clusters Score -1341595 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1341722.000000 Penalty: 4762.915527
	Iteration 8Q: 3 clusters Score -1341722 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1341853.375000 Penalty: 4762.915527
	Iteration 9Q: 3 clusters Score -1341853 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1341981.375000 Penalty: 4762.915527
	Iteration 10Q: 3 clusters Score -1341981 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1342147.750000 Penalty: 4762.915527
	Iteration 11Q: 3 clusters Score -1342148 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1342368.125000 Penalty: 4762.915527
	Iteration 12Q: 3 clusters Score -1342368 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1342642.375000 Penalty: 4762.915527
	Iteration 13Q: 3 clusters Score -1342642 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1343022.250000 Penalty: 4762.915527
	Iteration 14Q: 3 clusters Score -1343022 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1343437.125000 Penalty: 4762.915527
	Iteration 15Q: 3 clusters Score -1343437 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1343848.125000 Penalty: 4762.915527
	Iteration 16Q: 3 clusters Score -1343848 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1344217.875000 Penalty: 4762.915527
	Iteration 17Q: 3 clusters Score -1344218 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1344549.625000 Penalty: 4762.915527
	Iteration 18Q: 3 clusters Score -1344550 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1344806.000000 Penalty: 4762.915527
	Iteration 19Q: 3 clusters Score -1344806 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1345003.500000 Penalty: 4762.915527
	Iteration 20F: 3 clusters Score -1345004 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1345172.625000 Penalty: 4762.915527
	Iteration 21Q: 3 clusters Score -1345173 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1345283.000000 Penalty: 4762.915527
	Iteration 22Q: 3 clusters Score -1345283 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1345395.750000 Penalty: 4762.915527
	Iteration 23Q: 3 clusters Score -1345396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1345495.125000 Penalty: 4762.915527
	Iteration 24Q: 3 clusters Score -1345495 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1345581.875000 Penalty: 4762.915527
	Iteration 25Q: 3 clusters Score -1345582 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1345636.625000 Penalty: 4762.915527
	Iteration 26Q: 3 clusters Score -1345637 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1345690.000000 Penalty: 4762.915527
	Iteration 27Q: 3 clusters Score -1345690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1345739.000000 Penalty: 4762.915527
	Iteration 28Q: 3 clusters Score -1345739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1345778.250000 Penalty: 4762.915527
	Iteration 29Q: 3 clusters Score -1345778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1345812.500000 Penalty: 4762.915527
	Iteration 30Q: 3 clusters Score -1345812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1345837.375000 Penalty: 4762.915527
	Iteration 31Q: 3 clusters Score -1345837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1345859.375000 Penalty: 4762.915527
	Iteration 32Q: 3 clusters Score -1345859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1345872.875000 Penalty: 4762.915527
	Iteration 33Q: 3 clusters Score -1345873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1345885.500000 Penalty: 4762.915527
	Iteration 34Q: 3 clusters Score -1345886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1345890.750000 Penalty: 4762.915527
	Iteration 35Q: 3 clusters Score -1345891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1345895.125000 Penalty: 4762.915527
	Iteration 36Q: 3 clusters Score -1345895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1345901.125000 Penalty: 4762.915527
	Iteration 37Q: 3 clusters Score -1345901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1345902.250000 Penalty: 4762.915527
	Iteration 38Q: 3 clusters Score -1345902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1345909.000000 Penalty: 4762.915527
	Iteration 39Q: 3 clusters Score -1345909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1345913.875000 Penalty: 4762.915527
	Iteration 40F: 3 clusters Score -1345914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1345914.500000 Penalty: 4762.915527
	Iteration 41Q: 3 clusters Score -1345914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1345918.625000 Penalty: 4762.915527
	Iteration 42Q: 3 clusters Score -1345919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1345922.375000 Penalty: 4762.915527
	Iteration 43Q: 3 clusters Score -1345922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1345927.750000 Penalty: 4762.915527
	Iteration 44Q: 3 clusters Score -1345928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1345929.625000 Penalty: 4762.915527
	Iteration 45Q: 3 clusters Score -1345930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1345931.500000 Penalty: 4762.915527
	Iteration 46Q: 3 clusters Score -1345932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1345933.125000 Penalty: 4762.915527
	Iteration 47Q: 3 clusters Score -1345933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1345934.625000 Penalty: 4762.915527
	Iteration 48Q: 3 clusters Score -1345935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1345935.750000 Penalty: 4762.915527
	Iteration 49Q: 3 clusters Score -1345936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1345941.625000 Penalty: 4762.915527
	Iteration 50Q: 3 clusters Score -1345942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1345946.000000 Penalty: 4762.915527
	Iteration 51Q: 3 clusters Score -1345946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1345949.500000 Penalty: 4762.915527
	Iteration 52Q: 3 clusters Score -1345950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1345952.500000 Penalty: 4762.915527
	Iteration 53Q: 3 clusters Score -1345952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1345953.625000 Penalty: 4762.915527
	Iteration 54Q: 3 clusters Score -1345954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1345957.250000 Penalty: 4762.915527
	Iteration 55Q: 3 clusters Score -1345957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1345961.750000 Penalty: 4762.915527
	Iteration 56Q: 3 clusters Score -1345962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1345963.750000 Penalty: 4762.915527
	Iteration 57Q: 3 clusters Score -1345964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1345963.750000 Penalty: 4762.915527
	Iteration 58F: 3 clusters Score -1345964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Entering Unmasked Estep 
Score: -605256.125000 Penalty: 2203.349121
	Iteration 0F: 2 clusters Score -605256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -599266.000000 Penalty: 4406.698242
	Iteration 0F: 3 clusters Score -599266 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -600918.812500 Penalty: 4406.698242
	Iteration 1F: 3 clusters Score -600918.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -601304.687500 Penalty: 4406.698242
	Iteration 2F: 3 clusters Score -601304.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -601637.562500 Penalty: 4406.698242
	Iteration 3F: 3 clusters Score -601637.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -601899.125000 Penalty: 4406.698242
	Iteration 4F: 3 clusters Score -601899.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -602136.937500 Penalty: 4406.698242
	Iteration 5Q: 3 clusters Score -602136.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -602359.562500 Penalty: 4406.698242
	Iteration 6Q: 3 clusters Score -602359.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -602528.750000 Penalty: 4406.698242
	Iteration 7Q: 3 clusters Score -602528.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -602648.000000 Penalty: 4406.698242
	Iteration 8Q: 3 clusters Score -602648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -602737.812500 Penalty: 4406.698242
	Iteration 9Q: 3 clusters Score -602737.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -602805.187500 Penalty: 4406.698242
	Iteration 10Q: 3 clusters Score -602805.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -602867.250000 Penalty: 4406.698242
	Iteration 11Q: 3 clusters Score -602867.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -602916.500000 Penalty: 4406.698242
	Iteration 12Q: 3 clusters Score -602916.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -602950.750000 Penalty: 4406.698242
	Iteration 13Q: 3 clusters Score -602950.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -602982.562500 Penalty: 4406.698242
	Iteration 14Q: 3 clusters Score -602982.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -603001.250000 Penalty: 4406.698242
	Iteration 15Q: 3 clusters Score -603001.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -603017.875000 Penalty: 4406.698242
	Iteration 16Q: 3 clusters Score -603017.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -603033.062500 Penalty: 4406.698242
	Iteration 17Q: 3 clusters Score -603033.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -603045.562500 Penalty: 4406.698242
	Iteration 18Q: 3 clusters Score -603045.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -603066.937500 Penalty: 4406.698242
	Iteration 19Q: 3 clusters Score -603066.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -603084.500000 Penalty: 4406.698242
	Iteration 20F: 3 clusters Score -603084.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -603102.062500 Penalty: 4406.698242
	Iteration 21Q: 3 clusters Score -603102.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -603117.312500 Penalty: 4406.698242
	Iteration 22Q: 3 clusters Score -603117.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -603128.250000 Penalty: 4406.698242
	Iteration 23Q: 3 clusters Score -603128.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -603137.687500 Penalty: 4406.698242
	Iteration 24Q: 3 clusters Score -603137.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -603145.687500 Penalty: 4406.698242
	Iteration 25Q: 3 clusters Score -603145.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -603155.562500 Penalty: 4406.698242
	Iteration 26Q: 3 clusters Score -603155.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -603163.687500 Penalty: 4406.698242
	Iteration 27Q: 3 clusters Score -603163.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -603171.625000 Penalty: 4406.698242
	Iteration 28Q: 3 clusters Score -603171.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -603181.000000 Penalty: 4406.698242
	Iteration 29Q: 3 clusters Score -603181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -603186.000000 Penalty: 4406.698242
	Iteration 30Q: 3 clusters Score -603186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -603192.687500 Penalty: 4406.698242
	Iteration 31Q: 3 clusters Score -603192.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -603196.375000 Penalty: 4406.698242
	Iteration 32Q: 3 clusters Score -603196.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -603202.687500 Penalty: 4406.698242
	Iteration 33Q: 3 clusters Score -603202.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -603208.500000 Penalty: 4406.698242
	Iteration 34Q: 3 clusters Score -603208.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -603213.062500 Penalty: 4406.698242
	Iteration 35Q: 3 clusters Score -603213.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -603217.625000 Penalty: 4406.698242
	Iteration 36Q: 3 clusters Score -603217.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -603223.500000 Penalty: 4406.698242
	Iteration 37Q: 3 clusters Score -603223.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -603227.937500 Penalty: 4406.698242
	Iteration 38Q: 3 clusters Score -603227.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -603233.000000 Penalty: 4406.698242
	Iteration 39Q: 3 clusters Score -603233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -603234.375000 Penalty: 4406.698242
	Iteration 40F: 3 clusters Score -603234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -603236.500000 Penalty: 4406.698242
	Iteration 41Q: 3 clusters Score -603236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -603237.125000 Penalty: 4406.698242
	Iteration 42Q: 3 clusters Score -603237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -603236.812500 Penalty: 4406.698242
	Iteration 43Q: 3 clusters Score -603236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -603237.375000 Penalty: 4406.698242
	Iteration 44Q: 3 clusters Score -603237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -603237.437500 Penalty: 4406.698242
	Iteration 45Q: 3 clusters Score -603237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -603239.000000 Penalty: 4406.698242
	Iteration 46Q: 3 clusters Score -603239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -603239.687500 Penalty: 4406.698242
	Iteration 47Q: 3 clusters Score -603239.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -603241.937500 Penalty: 4406.698242
	Iteration 48Q: 3 clusters Score -603241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -603242.562500 Penalty: 4406.698242
	Iteration 49Q: 3 clusters Score -603242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -603242.000000 Penalty: 4406.698242
	Iteration 50Q: 3 clusters Score -603242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -603242.062500 Penalty: 4406.698242
	Iteration 51Q: 3 clusters Score -603242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -603243.562500 Penalty: 4406.698242
	Iteration 52Q: 3 clusters Score -603243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -603242.437500 Penalty: 4406.698242
	Iteration 53Q: 3 clusters Score -603242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -603243.812500 Penalty: 4406.698242
	Iteration 54Q: 3 clusters Score -603243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -603243.562500 Penalty: 4406.698242
	Iteration 55Q: 3 clusters Score -603243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -603244.625000 Penalty: 4406.698242
	Iteration 56Q: 3 clusters Score -603244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -603247.937500 Penalty: 4406.698242
	Iteration 57Q: 3 clusters Score -603247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -603249.187500 Penalty: 4406.698242
	Iteration 58Q: 3 clusters Score -603249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -603250.812500 Penalty: 4406.698242
	Iteration 59Q: 3 clusters Score -603250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -603251.375000 Penalty: 4406.698242
	Iteration 60F: 3 clusters Score -603251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -603252.000000 Penalty: 4406.698242
	Iteration 61Q: 3 clusters Score -603252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -603252.000000 Penalty: 4406.698242
	Iteration 62F: 3 clusters Score -603252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412880 members 
Entering Unmasked Estep 
Score: -36478880.000000 Penalty: 3206.866211
	Iteration 0F: 2 clusters Score -3.647888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206221 members 
Mstep: Class 2 contains 206659 members 
Entering Unmasked Estep 
Score: -36200476.000000 Penalty: 6413.732422
	Iteration 0F: 3 clusters Score -3.620048e+07 nChanged 200795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208472 members 
Mstep: Class 2 contains 204408 members 
Entering Unmasked Estep 
Score: -36321344.000000 Penalty: 6413.732422
	Iteration 1F: 3 clusters Score -3.632134e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209801 members 
Mstep: Class 2 contains 203079 members 
Entering Unmasked Estep 
Score: -36323592.000000 Penalty: 6413.732422
	Iteration 2Q: 3 clusters Score -3.632359e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212057 members 
Mstep: Class 2 contains 200823 members 
Entering Unmasked Estep 
Score: -36326632.000000 Penalty: 6413.732422
	Iteration 3Q: 3 clusters Score -3.632663e+07 nChanged 14959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215232 members 
Mstep: Class 2 contains 197648 members 
Entering Unmasked Estep 
Score: -36331676.000000 Penalty: 6413.732422
	Iteration 4Q: 3 clusters Score -3.633168e+07 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220127 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -36338320.000000 Penalty: 6413.732422
	Iteration 5Q: 3 clusters Score -3.633832e+07 nChanged 21151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226756 members 
Mstep: Class 2 contains 186124 members 
Entering Unmasked Estep 
Score: -36347512.000000 Penalty: 6413.732422
	Iteration 6F: 3 clusters Score -3.634751e+07 nChanged 23139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234973 members 
Mstep: Class 2 contains 177907 members 
Entering Unmasked Estep 
Score: -36358376.000000 Penalty: 6413.732422
	Iteration 7F: 3 clusters Score -3.635838e+07 nChanged 23738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244861 members 
Mstep: Class 2 contains 168019 members 
Entering Unmasked Estep 
Score: -36369692.000000 Penalty: 6413.732422
	Iteration 8F: 3 clusters Score -3.636969e+07 nChanged 22271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256166 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -36378432.000000 Penalty: 6413.732422
	Iteration 9F: 3 clusters Score -3.637843e+07 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268254 members 
Mstep: Class 2 contains 144626 members 
Entering Unmasked Estep 
Score: -36386428.000000 Penalty: 6413.732422
	Iteration 10Q: 3 clusters Score -3.638643e+07 nChanged 17095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281423 members 
Mstep: Class 2 contains 131457 members 
Entering Unmasked Estep 
Score: -36392972.000000 Penalty: 6413.732422
	Iteration 11Q: 3 clusters Score -3.639297e+07 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295859 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -36399760.000000 Penalty: 6413.732422
	Iteration 12Q: 3 clusters Score -3.639976e+07 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311840 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -36407820.000000 Penalty: 6413.732422
	Iteration 13Q: 3 clusters Score -3.640782e+07 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329073 members 
Mstep: Class 2 contains 83807 members 
Entering Unmasked Estep 
Score: -36416920.000000 Penalty: 6413.732422
	Iteration 14Q: 3 clusters Score -3.641692e+07 nChanged 17662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346725 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -36427200.000000 Penalty: 6413.732422
	Iteration 15Q: 3 clusters Score -3.64272e+07 nChanged 17007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363732 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -36438364.000000 Penalty: 6413.732422
	Iteration 16Q: 3 clusters Score -3.643836e+07 nChanged 15396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379128 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -36449092.000000 Penalty: 6413.732422
	Iteration 17Q: 3 clusters Score -3.644909e+07 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391841 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -36458272.000000 Penalty: 6413.732422
	Iteration 18Q: 3 clusters Score -3.645827e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401286 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -36466172.000000 Penalty: 6413.732422
	Iteration 19Q: 3 clusters Score -3.646617e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407261 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -36471452.000000 Penalty: 6413.732422
	Iteration 20F: 3 clusters Score -3.647145e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410410 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -36474076.000000 Penalty: 6413.732422
	Iteration 21Q: 3 clusters Score -3.647408e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411658 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -36475124.000000 Penalty: 6413.732422
	Iteration 22Q: 3 clusters Score -3.647512e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412123 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -36475568.000000 Penalty: 6413.732422
	Iteration 23Q: 3 clusters Score -3.647557e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412280 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36475752.000000 Penalty: 6413.732422
	Iteration 24Q: 3 clusters Score -3.647575e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412349 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -36475904.000000 Penalty: 6413.732422
	Iteration 25Q: 3 clusters Score -3.64759e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412365 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36475976.000000 Penalty: 6413.732422
	Iteration 26Q: 3 clusters Score -3.647598e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412382 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -36476016.000000 Penalty: 6413.732422
	Iteration 27Q: 3 clusters Score -3.647602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412393 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36476052.000000 Penalty: 6413.732422
	Iteration 28Q: 3 clusters Score -3.647605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412398 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -36476080.000000 Penalty: 6413.732422
	Iteration 29Q: 3 clusters Score -3.647608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412410 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -36476080.000000 Penalty: 6413.732422
	Iteration 30Q: 3 clusters Score -3.647608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412410 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -36476088.000000 Penalty: 6413.732422
	Iteration 31Q: 3 clusters Score -3.647609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412407 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36476112.000000 Penalty: 6413.732422
	Iteration 32Q: 3 clusters Score -3.647611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412407 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36476108.000000 Penalty: 6413.732422
	Iteration 33Q: 3 clusters Score -3.647611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412415 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36476104.000000 Penalty: 6413.732422
	Iteration 34Q: 3 clusters Score -3.64761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412412 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36476092.000000 Penalty: 6413.732422
	Iteration 35Q: 3 clusters Score -3.647609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412413 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -36476116.000000 Penalty: 6413.732422
	Iteration 36Q: 3 clusters Score -3.647612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412414 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -36476136.000000 Penalty: 6413.732422
	Iteration 37Q: 3 clusters Score -3.647614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412416 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36476120.000000 Penalty: 6413.732422
	Iteration 38Q: 3 clusters Score -3.647612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412418 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36476120.000000 Penalty: 6413.732422
	Iteration 39Q: 3 clusters Score -3.647612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412417 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -36476124.000000 Penalty: 6413.732422
	Iteration 40F: 3 clusters Score -3.647612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412418 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -36476108.000000 Penalty: 6413.732422
	Iteration 41Q: 3 clusters Score -3.647611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412421 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -36476116.000000 Penalty: 6413.732422
	Iteration 42Q: 3 clusters Score -3.647612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412423 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -36476108.000000 Penalty: 6413.732422
	Iteration 43Q: 3 clusters Score -3.647611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36476120.000000 Penalty: 6413.732422
	Iteration 44Q: 3 clusters Score -3.647612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36476120.000000 Penalty: 6413.732422
	Iteration 45F: 3 clusters Score -3.647612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -728111.312500 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -728111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -721475.437500 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -721475.4 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -723291.562500 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -723291.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -723574.562500 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -723574.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -723768.500000 Penalty: 4485.086426
	Iteration 3Q: 3 clusters Score -723768.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -723990.750000 Penalty: 4485.086426
	Iteration 4Q: 3 clusters Score -723990.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -724249.750000 Penalty: 4485.086426
	Iteration 5Q: 3 clusters Score -724249.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -724486.312500 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -724486.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -724674.375000 Penalty: 4485.086426
	Iteration 7Q: 3 clusters Score -724674.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -724825.500000 Penalty: 4485.086426
	Iteration 8Q: 3 clusters Score -724825.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -724962.750000 Penalty: 4485.086426
	Iteration 9Q: 3 clusters Score -724962.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -725078.437500 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -725078.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -725177.375000 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -725177.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -725259.187500 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -725259.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -725320.437500 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -725320.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -725368.875000 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -725368.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -725424.187500 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -725424.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -725468.187500 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -725468.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -725498.250000 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -725498.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -725530.000000 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -725530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -725549.812500 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -725549.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -725574.875000 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -725574.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -725597.000000 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -725597 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -725614.812500 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -725614.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -725631.312500 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -725631.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -725645.312500 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -725645.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -725660.062500 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -725660.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -725673.750000 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -725673.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -725686.625000 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -725686.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -725694.000000 Penalty: 4485.086426
	Iteration 28Q: 3 clusters Score -725694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -725697.125000 Penalty: 4485.086426
	Iteration 29Q: 3 clusters Score -725697.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -725702.125000 Penalty: 4485.086426
	Iteration 30Q: 3 clusters Score -725702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -725708.000000 Penalty: 4485.086426
	Iteration 31Q: 3 clusters Score -725708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -725711.875000 Penalty: 4485.086426
	Iteration 32Q: 3 clusters Score -725711.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -725716.062500 Penalty: 4485.086426
	Iteration 33Q: 3 clusters Score -725716.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -725718.750000 Penalty: 4485.086426
	Iteration 34Q: 3 clusters Score -725718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -725719.812500 Penalty: 4485.086426
	Iteration 35Q: 3 clusters Score -725719.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -725723.250000 Penalty: 4485.086426
	Iteration 36Q: 3 clusters Score -725723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -725723.687500 Penalty: 4485.086426
	Iteration 37Q: 3 clusters Score -725723.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -725726.437500 Penalty: 4485.086426
	Iteration 38Q: 3 clusters Score -725726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -725726.875000 Penalty: 4485.086426
	Iteration 39Q: 3 clusters Score -725726.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -725730.125000 Penalty: 4485.086426
	Iteration 40F: 3 clusters Score -725730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -725730.187500 Penalty: 4485.086426
	Iteration 41Q: 3 clusters Score -725730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -725733.062500 Penalty: 4485.086426
	Iteration 42Q: 3 clusters Score -725733.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -725731.937500 Penalty: 4485.086426
	Iteration 43Q: 3 clusters Score -725731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -725733.750000 Penalty: 4485.086426
	Iteration 44Q: 3 clusters Score -725733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -725737.250000 Penalty: 4485.086426
	Iteration 45Q: 3 clusters Score -725737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -725739.250000 Penalty: 4485.086426
	Iteration 46Q: 3 clusters Score -725739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -725738.500000 Penalty: 4485.086426
	Iteration 47Q: 3 clusters Score -725738.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -725739.375000 Penalty: 4485.086426
	Iteration 48Q: 3 clusters Score -725739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -725739.187500 Penalty: 4485.086426
	Iteration 49Q: 3 clusters Score -725739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -725740.687500 Penalty: 4485.086426
	Iteration 50Q: 3 clusters Score -725740.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -725742.187500 Penalty: 4485.086426
	Iteration 51Q: 3 clusters Score -725742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -725741.312500 Penalty: 4485.086426
	Iteration 52Q: 3 clusters Score -725741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -725743.437500 Penalty: 4485.086426
	Iteration 53Q: 3 clusters Score -725743.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -725747.062500 Penalty: 4485.086426
	Iteration 54Q: 3 clusters Score -725747.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -725750.187500 Penalty: 4485.086426
	Iteration 55Q: 3 clusters Score -725750.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -725752.562500 Penalty: 4485.086426
	Iteration 56Q: 3 clusters Score -725752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -725750.250000 Penalty: 4485.086426
	Iteration 57Q: 3 clusters Score -725750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -725751.875000 Penalty: 4485.086426
	Iteration 58Q: 3 clusters Score -725751.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -725756.125000 Penalty: 4485.086426
	Iteration 59Q: 3 clusters Score -725756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -725758.562500 Penalty: 4485.086426
	Iteration 60F: 3 clusters Score -725758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -725760.250000 Penalty: 4485.086426
	Iteration 61Q: 3 clusters Score -725760.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -725764.562500 Penalty: 4485.086426
	Iteration 62Q: 3 clusters Score -725764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -725766.500000 Penalty: 4485.086426
	Iteration 63Q: 3 clusters Score -725766.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -725767.375000 Penalty: 4485.086426
	Iteration 64Q: 3 clusters Score -725767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -725768.000000 Penalty: 4485.086426
	Iteration 65Q: 3 clusters Score -725768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -725770.062500 Penalty: 4485.086426
	Iteration 66Q: 3 clusters Score -725770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -725769.375000 Penalty: 4485.086426
	Iteration 67Q: 3 clusters Score -725769.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -725771.125000 Penalty: 4485.086426
	Iteration 68Q: 3 clusters Score -725771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -725774.187500 Penalty: 4485.086426
	Iteration 69Q: 3 clusters Score -725774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -725773.687500 Penalty: 4485.086426
	Iteration 70Q: 3 clusters Score -725773.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -725775.562500 Penalty: 4485.086426
	Iteration 71Q: 3 clusters Score -725775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -725776.500000 Penalty: 4485.086426
	Iteration 72Q: 3 clusters Score -725776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -725780.375000 Penalty: 4485.086426
	Iteration 73Q: 3 clusters Score -725780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -725784.000000 Penalty: 4485.086426
	Iteration 74Q: 3 clusters Score -725784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -725783.062500 Penalty: 4485.086426
	Iteration 75Q: 3 clusters Score -725783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -725787.312500 Penalty: 4485.086426
	Iteration 76Q: 3 clusters Score -725787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -725789.937500 Penalty: 4485.086426
	Iteration 77Q: 3 clusters Score -725789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -725787.937500 Penalty: 4485.086426
	Iteration 78Q: 3 clusters Score -725787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -725790.375000 Penalty: 4485.086426
	Iteration 79Q: 3 clusters Score -725790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -725789.125000 Penalty: 4485.086426
	Iteration 80F: 3 clusters Score -725789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -725788.687500 Penalty: 4485.086426
	Iteration 81Q: 3 clusters Score -725788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -725790.625000 Penalty: 4485.086426
	Iteration 82Q: 3 clusters Score -725790.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -725793.187500 Penalty: 4485.086426
	Iteration 83Q: 3 clusters Score -725793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -725792.375000 Penalty: 4485.086426
	Iteration 84Q: 3 clusters Score -725792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -725794.750000 Penalty: 4485.086426
	Iteration 85Q: 3 clusters Score -725794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -725794.687500 Penalty: 4485.086426
	Iteration 86Q: 3 clusters Score -725794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -725794.500000 Penalty: 4485.086426
	Iteration 87Q: 3 clusters Score -725794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -725794.187500 Penalty: 4485.086426
	Iteration 88Q: 3 clusters Score -725794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -725794.062500 Penalty: 4485.086426
	Iteration 89Q: 3 clusters Score -725794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -725794.062500 Penalty: 4485.086426
	Iteration 90Q: 3 clusters Score -725794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -725794.562500 Penalty: 4485.086426
	Iteration 91Q: 3 clusters Score -725794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -725794.562500 Penalty: 4485.086426
	Iteration 92F: 3 clusters Score -725794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -713322.875000 Penalty: 2238.312988
	Iteration 0F: 2 clusters Score -713322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -706694.937500 Penalty: 4476.625977
	Iteration 0F: 3 clusters Score -706694.9 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -708538.625000 Penalty: 4476.625977
	Iteration 1F: 3 clusters Score -708538.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -708861.062500 Penalty: 4476.625977
	Iteration 2F: 3 clusters Score -708861.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -709089.250000 Penalty: 4476.625977
	Iteration 3F: 3 clusters Score -709089.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -709323.562500 Penalty: 4476.625977
	Iteration 4Q: 3 clusters Score -709323.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -709527.937500 Penalty: 4476.625977
	Iteration 5Q: 3 clusters Score -709527.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -709683.250000 Penalty: 4476.625977
	Iteration 6Q: 3 clusters Score -709683.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -709831.375000 Penalty: 4476.625977
	Iteration 7Q: 3 clusters Score -709831.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -710002.375000 Penalty: 4476.625977
	Iteration 8Q: 3 clusters Score -710002.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -710161.562500 Penalty: 4476.625977
	Iteration 9Q: 3 clusters Score -710161.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -710276.125000 Penalty: 4476.625977
	Iteration 10Q: 3 clusters Score -710276.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -710376.625000 Penalty: 4476.625977
	Iteration 11Q: 3 clusters Score -710376.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -710466.562500 Penalty: 4476.625977
	Iteration 12Q: 3 clusters Score -710466.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -710569.625000 Penalty: 4476.625977
	Iteration 13Q: 3 clusters Score -710569.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -710679.562500 Penalty: 4476.625977
	Iteration 14Q: 3 clusters Score -710679.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -710807.875000 Penalty: 4476.625977
	Iteration 15Q: 3 clusters Score -710807.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -711003.625000 Penalty: 4476.625977
	Iteration 16Q: 3 clusters Score -711003.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -711310.937500 Penalty: 4476.625977
	Iteration 17Q: 3 clusters Score -711310.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -711755.125000 Penalty: 4476.625977
	Iteration 18Q: 3 clusters Score -711755.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -712308.187500 Penalty: 4476.625977
	Iteration 19Q: 3 clusters Score -712308.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -712848.375000 Penalty: 4476.625977
	Iteration 20F: 3 clusters Score -712848.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -713305.312500 Penalty: 4476.625977
	Iteration 21Q: 3 clusters Score -713305.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -713631.250000 Penalty: 4476.625977
	Iteration 22Q: 3 clusters Score -713631.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -713837.687500 Penalty: 4476.625977
	Iteration 23Q: 3 clusters Score -713837.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -713950.375000 Penalty: 4476.625977
	Iteration 24Q: 3 clusters Score -713950.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -714015.812500 Penalty: 4476.625977
	Iteration 25Q: 3 clusters Score -714015.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -714064.125000 Penalty: 4476.625977
	Iteration 26Q: 3 clusters Score -714064.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -714083.500000 Penalty: 4476.625977
	Iteration 27Q: 3 clusters Score -714083.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -714094.437500 Penalty: 4476.625977
	Iteration 28Q: 3 clusters Score -714094.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -714097.875000 Penalty: 4476.625977
	Iteration 29Q: 3 clusters Score -714097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -714098.937500 Penalty: 4476.625977
	Iteration 30Q: 3 clusters Score -714098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -714098.937500 Penalty: 4476.625977
	Iteration 31Q: 3 clusters Score -714098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -714101.562500 Penalty: 4476.625977
	Iteration 32Q: 3 clusters Score -714101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -714101.062500 Penalty: 4476.625977
	Iteration 33Q: 3 clusters Score -714101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -714101.062500 Penalty: 4476.625977
	Iteration 34F: 3 clusters Score -714101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412880 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 4080 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329173 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33373 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 14067 members 
Mstep: Class 33 contains 12989 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6693 members 
Mstep: Class 39 contains 3149 members 
Mstep: Class 40 contains 4232 members 
Entering Unmasked Estep 
Score: -113006712.000000 Penalty: 139884.406250
Splitting cluster 10 changes total score from -113007176.000000 to -113006712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (19286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Entering Unmasked Estep 
Score: -1712539.375000 Penalty: 2447.049561
	Iteration 0F: 2 clusters Score -1712539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1698963.125000 Penalty: 4894.099121
	Iteration 0F: 3 clusters Score -1698963 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1703373.625000 Penalty: 4894.099121
	Iteration 1F: 3 clusters Score -1703374 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1703738.750000 Penalty: 4894.099121
	Iteration 2F: 3 clusters Score -1703739 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1704031.000000 Penalty: 4894.099121
	Iteration 3Q: 3 clusters Score -1704031 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1704310.750000 Penalty: 4894.099121
	Iteration 4Q: 3 clusters Score -1704311 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1704624.000000 Penalty: 4894.099121
	Iteration 5Q: 3 clusters Score -1704624 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1705038.875000 Penalty: 4894.099121
	Iteration 6Q: 3 clusters Score -1705039 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1705572.125000 Penalty: 4894.099121
	Iteration 7Q: 3 clusters Score -1705572 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1706302.000000 Penalty: 4894.099121
	Iteration 8F: 3 clusters Score -1706302 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1707167.000000 Penalty: 4894.099121
	Iteration 9F: 3 clusters Score -1707167 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1708121.875000 Penalty: 4894.099121
	Iteration 10F: 3 clusters Score -1708122 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1708903.875000 Penalty: 4894.099121
	Iteration 11Q: 3 clusters Score -1708904 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1709450.125000 Penalty: 4894.099121
	Iteration 12Q: 3 clusters Score -1709450 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1709809.625000 Penalty: 4894.099121
	Iteration 13Q: 3 clusters Score -1709810 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1710034.500000 Penalty: 4894.099121
	Iteration 14Q: 3 clusters Score -1710034 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1710182.625000 Penalty: 4894.099121
	Iteration 15Q: 3 clusters Score -1710183 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1710296.875000 Penalty: 4894.099121
	Iteration 16Q: 3 clusters Score -1710297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1710373.000000 Penalty: 4894.099121
	Iteration 17Q: 3 clusters Score -1710373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1710433.875000 Penalty: 4894.099121
	Iteration 18Q: 3 clusters Score -1710434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1710467.000000 Penalty: 4894.099121
	Iteration 19Q: 3 clusters Score -1710467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1710493.500000 Penalty: 4894.099121
	Iteration 20F: 3 clusters Score -1710494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1710511.125000 Penalty: 4894.099121
	Iteration 21Q: 3 clusters Score -1710511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1710524.375000 Penalty: 4894.099121
	Iteration 22Q: 3 clusters Score -1710524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1710527.250000 Penalty: 4894.099121
	Iteration 23Q: 3 clusters Score -1710527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1710527.625000 Penalty: 4894.099121
	Iteration 24Q: 3 clusters Score -1710528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1710528.250000 Penalty: 4894.099121
	Iteration 25Q: 3 clusters Score -1710528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1710527.250000 Penalty: 4894.099121
	Iteration 26Q: 3 clusters Score -1710527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1710532.000000 Penalty: 4894.099121
	Iteration 27Q: 3 clusters Score -1710532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1710530.750000 Penalty: 4894.099121
	Iteration 28Q: 3 clusters Score -1710531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1710531.750000 Penalty: 4894.099121
	Iteration 29Q: 3 clusters Score -1710532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1710531.750000 Penalty: 4894.099121
	Iteration 30F: 3 clusters Score -1710532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -362932.562500 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -362932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -358708.500000 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -358708.5 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -359690.093750 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -359690.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -359934.031250 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -359934 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -360091.281250 Penalty: 4171.276367
	Iteration 3F: 3 clusters Score -360091.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -360209.093750 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -360209.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -360287.468750 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -360287.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -360365.687500 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -360365.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -360442.062500 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -360442.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -360562.062500 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -360562.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -360707.062500 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -360707.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -360921.593750 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -360921.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -361191.312500 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -361191.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -361497.812500 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -361497.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -361772.718750 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -361772.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -361978.093750 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -361978.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -362145.562500 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -362145.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -362272.812500 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -362272.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -362347.062500 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -362347.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -362401.531250 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -362401.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -362423.625000 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -362423.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -362435.562500 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -362435.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -362442.187500 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -362442.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -362445.656250 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -362445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -362447.906250 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -362447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -362448.843750 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -362448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -362450.375000 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -362450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -362452.562500 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -362452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -362453.687500 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -362453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -362454.937500 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -362454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -362454.937500 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -362454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -362456.968750 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -362457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -362457.968750 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -362458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -362459.000000 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -362459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -362459.531250 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -362459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -362459.437500 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -362459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -362460.687500 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -362460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -362460.468750 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -362460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -362461.468750 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -362461.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -362461.468750 Penalty: 4171.276367
	Iteration 38F: 3 clusters Score -362461.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Entering Unmasked Estep 
Score: -392491.312500 Penalty: 2108.213379
	Iteration 0F: 2 clusters Score -392491.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -388006.343750 Penalty: 4216.426758
	Iteration 0F: 3 clusters Score -388006.3 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -389106.218750 Penalty: 4216.426758
	Iteration 1F: 3 clusters Score -389106.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -389397.125000 Penalty: 4216.426758
	Iteration 2F: 3 clusters Score -389397.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -389641.968750 Penalty: 4216.426758
	Iteration 3F: 3 clusters Score -389642 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -389856.656250 Penalty: 4216.426758
	Iteration 4F: 3 clusters Score -389856.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -390039.843750 Penalty: 4216.426758
	Iteration 5Q: 3 clusters Score -390039.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -390217.343750 Penalty: 4216.426758
	Iteration 6Q: 3 clusters Score -390217.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -390347.250000 Penalty: 4216.426758
	Iteration 7Q: 3 clusters Score -390347.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -390433.937500 Penalty: 4216.426758
	Iteration 8Q: 3 clusters Score -390433.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -390511.093750 Penalty: 4216.426758
	Iteration 9Q: 3 clusters Score -390511.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -390568.437500 Penalty: 4216.426758
	Iteration 10Q: 3 clusters Score -390568.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -390612.812500 Penalty: 4216.426758
	Iteration 11Q: 3 clusters Score -390612.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -390652.312500 Penalty: 4216.426758
	Iteration 12Q: 3 clusters Score -390652.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -390681.125000 Penalty: 4216.426758
	Iteration 13Q: 3 clusters Score -390681.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -390700.593750 Penalty: 4216.426758
	Iteration 14Q: 3 clusters Score -390700.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -390720.750000 Penalty: 4216.426758
	Iteration 15Q: 3 clusters Score -390720.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -390748.375000 Penalty: 4216.426758
	Iteration 16Q: 3 clusters Score -390748.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -390783.375000 Penalty: 4216.426758
	Iteration 17Q: 3 clusters Score -390783.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -390820.281250 Penalty: 4216.426758
	Iteration 18Q: 3 clusters Score -390820.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -390858.437500 Penalty: 4216.426758
	Iteration 19Q: 3 clusters Score -390858.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -390894.687500 Penalty: 4216.426758
	Iteration 20F: 3 clusters Score -390894.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -390930.843750 Penalty: 4216.426758
	Iteration 21Q: 3 clusters Score -390930.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -390965.281250 Penalty: 4216.426758
	Iteration 22Q: 3 clusters Score -390965.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -391003.968750 Penalty: 4216.426758
	Iteration 23Q: 3 clusters Score -391004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -391037.625000 Penalty: 4216.426758
	Iteration 24Q: 3 clusters Score -391037.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -391067.781250 Penalty: 4216.426758
	Iteration 25Q: 3 clusters Score -391067.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -391100.593750 Penalty: 4216.426758
	Iteration 26Q: 3 clusters Score -391100.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -391132.687500 Penalty: 4216.426758
	Iteration 27Q: 3 clusters Score -391132.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -391154.062500 Penalty: 4216.426758
	Iteration 28Q: 3 clusters Score -391154.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -391169.156250 Penalty: 4216.426758
	Iteration 29Q: 3 clusters Score -391169.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -391181.281250 Penalty: 4216.426758
	Iteration 30Q: 3 clusters Score -391181.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -391197.093750 Penalty: 4216.426758
	Iteration 31Q: 3 clusters Score -391197.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -391213.500000 Penalty: 4216.426758
	Iteration 32Q: 3 clusters Score -391213.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -391226.187500 Penalty: 4216.426758
	Iteration 33Q: 3 clusters Score -391226.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -391236.906250 Penalty: 4216.426758
	Iteration 34Q: 3 clusters Score -391236.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -391247.562500 Penalty: 4216.426758
	Iteration 35Q: 3 clusters Score -391247.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -391259.031250 Penalty: 4216.426758
	Iteration 36Q: 3 clusters Score -391259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -391267.031250 Penalty: 4216.426758
	Iteration 37Q: 3 clusters Score -391267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -391275.187500 Penalty: 4216.426758
	Iteration 38Q: 3 clusters Score -391275.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -391286.093750 Penalty: 4216.426758
	Iteration 39Q: 3 clusters Score -391286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -391293.750000 Penalty: 4216.426758
	Iteration 40F: 3 clusters Score -391293.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -391296.656250 Penalty: 4216.426758
	Iteration 41Q: 3 clusters Score -391296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -391300.656250 Penalty: 4216.426758
	Iteration 42Q: 3 clusters Score -391300.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -391302.843750 Penalty: 4216.426758
	Iteration 43Q: 3 clusters Score -391302.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -391306.312500 Penalty: 4216.426758
	Iteration 44Q: 3 clusters Score -391306.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -391309.187500 Penalty: 4216.426758
	Iteration 45Q: 3 clusters Score -391309.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -391314.250000 Penalty: 4216.426758
	Iteration 46Q: 3 clusters Score -391314.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -391319.281250 Penalty: 4216.426758
	Iteration 47Q: 3 clusters Score -391319.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -391324.562500 Penalty: 4216.426758
	Iteration 48Q: 3 clusters Score -391324.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -391329.125000 Penalty: 4216.426758
	Iteration 49Q: 3 clusters Score -391329.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -391334.593750 Penalty: 4216.426758
	Iteration 50Q: 3 clusters Score -391334.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -391339.625000 Penalty: 4216.426758
	Iteration 51Q: 3 clusters Score -391339.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -391341.812500 Penalty: 4216.426758
	Iteration 52Q: 3 clusters Score -391341.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -391344.250000 Penalty: 4216.426758
	Iteration 53Q: 3 clusters Score -391344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -391348.187500 Penalty: 4216.426758
	Iteration 54Q: 3 clusters Score -391348.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -391353.781250 Penalty: 4216.426758
	Iteration 55Q: 3 clusters Score -391353.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -391360.062500 Penalty: 4216.426758
	Iteration 56Q: 3 clusters Score -391360.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -391371.343750 Penalty: 4216.426758
	Iteration 57Q: 3 clusters Score -391371.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -391385.968750 Penalty: 4216.426758
	Iteration 58Q: 3 clusters Score -391386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -391401.531250 Penalty: 4216.426758
	Iteration 59Q: 3 clusters Score -391401.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -391412.937500 Penalty: 4216.426758
	Iteration 60F: 3 clusters Score -391412.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -391422.218750 Penalty: 4216.426758
	Iteration 61Q: 3 clusters Score -391422.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -391427.562500 Penalty: 4216.426758
	Iteration 62Q: 3 clusters Score -391427.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -391431.812500 Penalty: 4216.426758
	Iteration 63Q: 3 clusters Score -391431.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -391439.281250 Penalty: 4216.426758
	Iteration 64Q: 3 clusters Score -391439.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -391442.187500 Penalty: 4216.426758
	Iteration 65Q: 3 clusters Score -391442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -391444.437500 Penalty: 4216.426758
	Iteration 66Q: 3 clusters Score -391444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -391445.593750 Penalty: 4216.426758
	Iteration 67Q: 3 clusters Score -391445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -391446.750000 Penalty: 4216.426758
	Iteration 68Q: 3 clusters Score -391446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -391447.343750 Penalty: 4216.426758
	Iteration 69Q: 3 clusters Score -391447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -391446.531250 Penalty: 4216.426758
	Iteration 70Q: 3 clusters Score -391446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -391447.593750 Penalty: 4216.426758
	Iteration 71Q: 3 clusters Score -391447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -391448.312500 Penalty: 4216.426758
	Iteration 72Q: 3 clusters Score -391448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -391448.312500 Penalty: 4216.426758
	Iteration 73F: 3 clusters Score -391448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -922105.437500 Penalty: 2304.350342
	Iteration 0F: 2 clusters Score -922105.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -913839.375000 Penalty: 4608.700684
	Iteration 0F: 3 clusters Score -913839.4 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -916181.125000 Penalty: 4608.700684
	Iteration 1F: 3 clusters Score -916181.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -916572.500000 Penalty: 4608.700684
	Iteration 2F: 3 clusters Score -916572.5 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -916928.812500 Penalty: 4608.700684
	Iteration 3F: 3 clusters Score -916928.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -917266.687500 Penalty: 4608.700684
	Iteration 4F: 3 clusters Score -917266.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -917567.437500 Penalty: 4608.700684
	Iteration 5F: 3 clusters Score -917567.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -917833.437500 Penalty: 4608.700684
	Iteration 6Q: 3 clusters Score -917833.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -918109.750000 Penalty: 4608.700684
	Iteration 7Q: 3 clusters Score -918109.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -918367.312500 Penalty: 4608.700684
	Iteration 8Q: 3 clusters Score -918367.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -918635.250000 Penalty: 4608.700684
	Iteration 9Q: 3 clusters Score -918635.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -918885.500000 Penalty: 4608.700684
	Iteration 10Q: 3 clusters Score -918885.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -919110.750000 Penalty: 4608.700684
	Iteration 11Q: 3 clusters Score -919110.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -919330.000000 Penalty: 4608.700684
	Iteration 12Q: 3 clusters Score -919330 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -919503.312500 Penalty: 4608.700684
	Iteration 13Q: 3 clusters Score -919503.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -919650.437500 Penalty: 4608.700684
	Iteration 14Q: 3 clusters Score -919650.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -919769.687500 Penalty: 4608.700684
	Iteration 15Q: 3 clusters Score -919769.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -919873.812500 Penalty: 4608.700684
	Iteration 16Q: 3 clusters Score -919873.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -919960.375000 Penalty: 4608.700684
	Iteration 17Q: 3 clusters Score -919960.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -920062.937500 Penalty: 4608.700684
	Iteration 18Q: 3 clusters Score -920062.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -920137.750000 Penalty: 4608.700684
	Iteration 19Q: 3 clusters Score -920137.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -920205.250000 Penalty: 4608.700684
	Iteration 20F: 3 clusters Score -920205.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -920278.250000 Penalty: 4608.700684
	Iteration 21Q: 3 clusters Score -920278.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -920344.375000 Penalty: 4608.700684
	Iteration 22Q: 3 clusters Score -920344.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -920398.187500 Penalty: 4608.700684
	Iteration 23Q: 3 clusters Score -920398.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -920455.875000 Penalty: 4608.700684
	Iteration 24Q: 3 clusters Score -920455.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -920515.312500 Penalty: 4608.700684
	Iteration 25Q: 3 clusters Score -920515.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -920570.562500 Penalty: 4608.700684
	Iteration 26Q: 3 clusters Score -920570.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -920621.062500 Penalty: 4608.700684
	Iteration 27Q: 3 clusters Score -920621.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -920666.562500 Penalty: 4608.700684
	Iteration 28Q: 3 clusters Score -920666.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -920716.562500 Penalty: 4608.700684
	Iteration 29Q: 3 clusters Score -920716.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -920763.875000 Penalty: 4608.700684
	Iteration 30Q: 3 clusters Score -920763.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -920812.125000 Penalty: 4608.700684
	Iteration 31Q: 3 clusters Score -920812.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -920862.562500 Penalty: 4608.700684
	Iteration 32Q: 3 clusters Score -920862.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -920918.125000 Penalty: 4608.700684
	Iteration 33Q: 3 clusters Score -920918.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -920957.312500 Penalty: 4608.700684
	Iteration 34Q: 3 clusters Score -920957.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -920990.562500 Penalty: 4608.700684
	Iteration 35Q: 3 clusters Score -920990.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -921025.687500 Penalty: 4608.700684
	Iteration 36Q: 3 clusters Score -921025.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -921054.250000 Penalty: 4608.700684
	Iteration 37Q: 3 clusters Score -921054.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -921087.625000 Penalty: 4608.700684
	Iteration 38Q: 3 clusters Score -921087.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -921123.562500 Penalty: 4608.700684
	Iteration 39Q: 3 clusters Score -921123.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -921157.812500 Penalty: 4608.700684
	Iteration 40F: 3 clusters Score -921157.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -921186.437500 Penalty: 4608.700684
	Iteration 41Q: 3 clusters Score -921186.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -921210.687500 Penalty: 4608.700684
	Iteration 42Q: 3 clusters Score -921210.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -921242.437500 Penalty: 4608.700684
	Iteration 43Q: 3 clusters Score -921242.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -921276.812500 Penalty: 4608.700684
	Iteration 44Q: 3 clusters Score -921276.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -921311.875000 Penalty: 4608.700684
	Iteration 45Q: 3 clusters Score -921311.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -921341.562500 Penalty: 4608.700684
	Iteration 46Q: 3 clusters Score -921341.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -921369.875000 Penalty: 4608.700684
	Iteration 47Q: 3 clusters Score -921369.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -921401.750000 Penalty: 4608.700684
	Iteration 48Q: 3 clusters Score -921401.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -921425.000000 Penalty: 4608.700684
	Iteration 49Q: 3 clusters Score -921425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -921443.812500 Penalty: 4608.700684
	Iteration 50Q: 3 clusters Score -921443.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -921463.625000 Penalty: 4608.700684
	Iteration 51Q: 3 clusters Score -921463.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -921478.625000 Penalty: 4608.700684
	Iteration 52Q: 3 clusters Score -921478.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -921494.812500 Penalty: 4608.700684
	Iteration 53Q: 3 clusters Score -921494.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -921510.687500 Penalty: 4608.700684
	Iteration 54Q: 3 clusters Score -921510.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -921523.125000 Penalty: 4608.700684
	Iteration 55Q: 3 clusters Score -921523.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -921531.812500 Penalty: 4608.700684
	Iteration 56Q: 3 clusters Score -921531.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -921541.625000 Penalty: 4608.700684
	Iteration 57Q: 3 clusters Score -921541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -921544.312500 Penalty: 4608.700684
	Iteration 58Q: 3 clusters Score -921544.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -921550.812500 Penalty: 4608.700684
	Iteration 59Q: 3 clusters Score -921550.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -921553.937500 Penalty: 4608.700684
	Iteration 60F: 3 clusters Score -921553.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -921556.125000 Penalty: 4608.700684
	Iteration 61Q: 3 clusters Score -921556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -921559.437500 Penalty: 4608.700684
	Iteration 62Q: 3 clusters Score -921559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -921558.500000 Penalty: 4608.700684
	Iteration 63Q: 3 clusters Score -921558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -921557.062500 Penalty: 4608.700684
	Iteration 64Q: 3 clusters Score -921557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -921556.750000 Penalty: 4608.700684
	Iteration 65Q: 3 clusters Score -921556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -921556.750000 Penalty: 4608.700684
	Iteration 66F: 3 clusters Score -921556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Entering Unmasked Estep 
Score: -394165.156250 Penalty: 2148.301270
	Iteration 0F: 2 clusters Score -394165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -389149.531250 Penalty: 4296.602539
	Iteration 0F: 3 clusters Score -389149.5 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -390744.562500 Penalty: 4296.602539
	Iteration 1F: 3 clusters Score -390744.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -391302.875000 Penalty: 4296.602539
	Iteration 2F: 3 clusters Score -391302.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -391837.343750 Penalty: 4296.602539
	Iteration 3F: 3 clusters Score -391837.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -392371.625000 Penalty: 4296.602539
	Iteration 4F: 3 clusters Score -392371.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -392781.781250 Penalty: 4296.602539
	Iteration 5F: 3 clusters Score -392781.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -393106.125000 Penalty: 4296.602539
	Iteration 6F: 3 clusters Score -393106.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -393343.437500 Penalty: 4296.602539
	Iteration 7Q: 3 clusters Score -393343.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -393526.718750 Penalty: 4296.602539
	Iteration 8Q: 3 clusters Score -393526.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -393683.718750 Penalty: 4296.602539
	Iteration 9Q: 3 clusters Score -393683.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -393783.875000 Penalty: 4296.602539
	Iteration 10Q: 3 clusters Score -393783.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -393859.187500 Penalty: 4296.602539
	Iteration 11Q: 3 clusters Score -393859.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -393925.968750 Penalty: 4296.602539
	Iteration 12Q: 3 clusters Score -393926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -393976.125000 Penalty: 4296.602539
	Iteration 13Q: 3 clusters Score -393976.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -394005.250000 Penalty: 4296.602539
	Iteration 14Q: 3 clusters Score -394005.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -394025.156250 Penalty: 4296.602539
	Iteration 15Q: 3 clusters Score -394025.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -394040.250000 Penalty: 4296.602539
	Iteration 16Q: 3 clusters Score -394040.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -394050.562500 Penalty: 4296.602539
	Iteration 17Q: 3 clusters Score -394050.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -394056.687500 Penalty: 4296.602539
	Iteration 18Q: 3 clusters Score -394056.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -394061.343750 Penalty: 4296.602539
	Iteration 19Q: 3 clusters Score -394061.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -394068.593750 Penalty: 4296.602539
	Iteration 20F: 3 clusters Score -394068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -394074.156250 Penalty: 4296.602539
	Iteration 21Q: 3 clusters Score -394074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -394075.000000 Penalty: 4296.602539
	Iteration 22Q: 3 clusters Score -394075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -394075.062500 Penalty: 4296.602539
	Iteration 23Q: 3 clusters Score -394075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -394076.000000 Penalty: 4296.602539
	Iteration 24Q: 3 clusters Score -394076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -394076.812500 Penalty: 4296.602539
	Iteration 25Q: 3 clusters Score -394076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -394076.531250 Penalty: 4296.602539
	Iteration 26Q: 3 clusters Score -394076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -394077.218750 Penalty: 4296.602539
	Iteration 27Q: 3 clusters Score -394077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -394077.218750 Penalty: 4296.602539
	Iteration 28F: 3 clusters Score -394077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Entering Unmasked Estep 
Score: -626399.500000 Penalty: 2213.940918
	Iteration 0F: 2 clusters Score -626399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -620252.312500 Penalty: 4427.881836
	Iteration 0F: 3 clusters Score -620252.3 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -621997.875000 Penalty: 4427.881836
	Iteration 1F: 3 clusters Score -621997.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -622486.125000 Penalty: 4427.881836
	Iteration 2F: 3 clusters Score -622486.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -622954.562500 Penalty: 4427.881836
	Iteration 3F: 3 clusters Score -622954.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -623480.375000 Penalty: 4427.881836
	Iteration 4F: 3 clusters Score -623480.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -623958.062500 Penalty: 4427.881836
	Iteration 5F: 3 clusters Score -623958.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -624297.875000 Penalty: 4427.881836
	Iteration 6F: 3 clusters Score -624297.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -624552.812500 Penalty: 4427.881836
	Iteration 7Q: 3 clusters Score -624552.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -624767.312500 Penalty: 4427.881836
	Iteration 8Q: 3 clusters Score -624767.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -624956.187500 Penalty: 4427.881836
	Iteration 9Q: 3 clusters Score -624956.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -625099.875000 Penalty: 4427.881836
	Iteration 10Q: 3 clusters Score -625099.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -625196.750000 Penalty: 4427.881836
	Iteration 11Q: 3 clusters Score -625196.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -625262.562500 Penalty: 4427.881836
	Iteration 12Q: 3 clusters Score -625262.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -625304.500000 Penalty: 4427.881836
	Iteration 13Q: 3 clusters Score -625304.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -625329.062500 Penalty: 4427.881836
	Iteration 14Q: 3 clusters Score -625329.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -625349.000000 Penalty: 4427.881836
	Iteration 15Q: 3 clusters Score -625349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -625368.187500 Penalty: 4427.881836
	Iteration 16Q: 3 clusters Score -625368.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -625381.375000 Penalty: 4427.881836
	Iteration 17Q: 3 clusters Score -625381.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -625390.562500 Penalty: 4427.881836
	Iteration 18Q: 3 clusters Score -625390.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -625393.062500 Penalty: 4427.881836
	Iteration 19Q: 3 clusters Score -625393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -625396.000000 Penalty: 4427.881836
	Iteration 20F: 3 clusters Score -625396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -625396.750000 Penalty: 4427.881836
	Iteration 21Q: 3 clusters Score -625396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -625398.250000 Penalty: 4427.881836
	Iteration 22Q: 3 clusters Score -625398.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -625398.750000 Penalty: 4427.881836
	Iteration 23Q: 3 clusters Score -625398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -625400.437500 Penalty: 4427.881836
	Iteration 24Q: 3 clusters Score -625400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -625401.125000 Penalty: 4427.881836
	Iteration 25Q: 3 clusters Score -625401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -625402.625000 Penalty: 4427.881836
	Iteration 26Q: 3 clusters Score -625402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -625403.437500 Penalty: 4427.881836
	Iteration 27Q: 3 clusters Score -625403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -625403.437500 Penalty: 4427.881836
	Iteration 28Q: 3 clusters Score -625403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -625405.750000 Penalty: 4427.881836
	Iteration 29Q: 3 clusters Score -625405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -625406.437500 Penalty: 4427.881836
	Iteration 30Q: 3 clusters Score -625406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -625407.562500 Penalty: 4427.881836
	Iteration 31Q: 3 clusters Score -625407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -625408.812500 Penalty: 4427.881836
	Iteration 32Q: 3 clusters Score -625408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -625411.125000 Penalty: 4427.881836
	Iteration 33Q: 3 clusters Score -625411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -625412.312500 Penalty: 4427.881836
	Iteration 34Q: 3 clusters Score -625412.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -625412.250000 Penalty: 4427.881836
	Iteration 35Q: 3 clusters Score -625412.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -625414.875000 Penalty: 4427.881836
	Iteration 36Q: 3 clusters Score -625414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -625416.125000 Penalty: 4427.881836
	Iteration 37Q: 3 clusters Score -625416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -625416.687500 Penalty: 4427.881836
	Iteration 38Q: 3 clusters Score -625416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -625417.187500 Penalty: 4427.881836
	Iteration 39Q: 3 clusters Score -625417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -625417.187500 Penalty: 4427.881836
	Iteration 40F: 3 clusters Score -625417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -625418.500000 Penalty: 4427.881836
	Iteration 41Q: 3 clusters Score -625418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -625417.687500 Penalty: 4427.881836
	Iteration 42Q: 3 clusters Score -625417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -625417.187500 Penalty: 4427.881836
	Iteration 43Q: 3 clusters Score -625417.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -625417.687500 Penalty: 4427.881836
	Iteration 44Q: 3 clusters Score -625417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -625419.500000 Penalty: 4427.881836
	Iteration 45Q: 3 clusters Score -625419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -625419.125000 Penalty: 4427.881836
	Iteration 46Q: 3 clusters Score -625419.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -625420.562500 Penalty: 4427.881836
	Iteration 47Q: 3 clusters Score -625420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -625420.437500 Penalty: 4427.881836
	Iteration 48Q: 3 clusters Score -625420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -625422.125000 Penalty: 4427.881836
	Iteration 49Q: 3 clusters Score -625422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -625420.812500 Penalty: 4427.881836
	Iteration 50Q: 3 clusters Score -625420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -625420.812500 Penalty: 4427.881836
	Iteration 51F: 3 clusters Score -625420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Entering Unmasked Estep 
Score: -1491372.000000 Penalty: 2413.694824
	Iteration 0F: 2 clusters Score -1491372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1479330.750000 Penalty: 4827.389648
	Iteration 0F: 3 clusters Score -1479331 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1483240.875000 Penalty: 4827.389648
	Iteration 1F: 3 clusters Score -1483241 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1483731.875000 Penalty: 4827.389648
	Iteration 2F: 3 clusters Score -1483732 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1484233.625000 Penalty: 4827.389648
	Iteration 3F: 3 clusters Score -1484234 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1484797.875000 Penalty: 4827.389648
	Iteration 4F: 3 clusters Score -1484798 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1485451.375000 Penalty: 4827.389648
	Iteration 5F: 3 clusters Score -1485451 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1486243.250000 Penalty: 4827.389648
	Iteration 6F: 3 clusters Score -1486243 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1487112.375000 Penalty: 4827.389648
	Iteration 7F: 3 clusters Score -1487112 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1487935.875000 Penalty: 4827.389648
	Iteration 8F: 3 clusters Score -1487936 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1488488.875000 Penalty: 4827.389648
	Iteration 9Q: 3 clusters Score -1488489 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -1488809.250000 Penalty: 4827.389648
	Iteration 10Q: 3 clusters Score -1488809 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1488994.625000 Penalty: 4827.389648
	Iteration 11Q: 3 clusters Score -1488995 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1489100.625000 Penalty: 4827.389648
	Iteration 12Q: 3 clusters Score -1489101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1489185.000000 Penalty: 4827.389648
	Iteration 13Q: 3 clusters Score -1489185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1489230.000000 Penalty: 4827.389648
	Iteration 14Q: 3 clusters Score -1489230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1489261.375000 Penalty: 4827.389648
	Iteration 15Q: 3 clusters Score -1489261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1489271.875000 Penalty: 4827.389648
	Iteration 16Q: 3 clusters Score -1489272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1489281.250000 Penalty: 4827.389648
	Iteration 17Q: 3 clusters Score -1489281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1489286.750000 Penalty: 4827.389648
	Iteration 18Q: 3 clusters Score -1489287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1489288.375000 Penalty: 4827.389648
	Iteration 19Q: 3 clusters Score -1489288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1489297.125000 Penalty: 4827.389648
	Iteration 20F: 3 clusters Score -1489297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1489297.500000 Penalty: 4827.389648
	Iteration 21Q: 3 clusters Score -1489298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1489298.125000 Penalty: 4827.389648
	Iteration 22Q: 3 clusters Score -1489298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1489299.000000 Penalty: 4827.389648
	Iteration 23Q: 3 clusters Score -1489299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1489299.750000 Penalty: 4827.389648
	Iteration 24Q: 3 clusters Score -1489300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1489299.750000 Penalty: 4827.389648
	Iteration 25F: 3 clusters Score -1489300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Entering Unmasked Estep 
Score: -2301036.000000 Penalty: 2521.007324
	Iteration 0F: 2 clusters Score -2301036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2283171.500000 Penalty: 5042.014648
	Iteration 0F: 3 clusters Score -2283172 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2289337.250000 Penalty: 5042.014648
	Iteration 1F: 3 clusters Score -2289337 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2289752.750000 Penalty: 5042.014648
	Iteration 2Q: 3 clusters Score -2289753 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2290102.750000 Penalty: 5042.014648
	Iteration 3Q: 3 clusters Score -2290103 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2290471.250000 Penalty: 5042.014648
	Iteration 4Q: 3 clusters Score -2290471 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2290852.500000 Penalty: 5042.014648
	Iteration 5Q: 3 clusters Score -2290852 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2291368.000000 Penalty: 5042.014648
	Iteration 6Q: 3 clusters Score -2291368 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2292034.750000 Penalty: 5042.014648
	Iteration 7Q: 3 clusters Score -2292035 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2292828.750000 Penalty: 5042.014648
	Iteration 8F: 3 clusters Score -2292829 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2293837.500000 Penalty: 5042.014648
	Iteration 9F: 3 clusters Score -2293838 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2295022.250000 Penalty: 5042.014648
	Iteration 10F: 3 clusters Score -2295022 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2296146.750000 Penalty: 5042.014648
	Iteration 11F: 3 clusters Score -2296147 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2297159.250000 Penalty: 5042.014648
	Iteration 12Q: 3 clusters Score -2297159 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2297910.000000 Penalty: 5042.014648
	Iteration 13Q: 3 clusters Score -2297910 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2298390.750000 Penalty: 5042.014648
	Iteration 14Q: 3 clusters Score -2298391 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2298665.750000 Penalty: 5042.014648
	Iteration 15Q: 3 clusters Score -2298666 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2298798.750000 Penalty: 5042.014648
	Iteration 16Q: 3 clusters Score -2298799 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2298875.500000 Penalty: 5042.014648
	Iteration 17Q: 3 clusters Score -2298876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2298922.500000 Penalty: 5042.014648
	Iteration 18Q: 3 clusters Score -2298922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2298949.750000 Penalty: 5042.014648
	Iteration 19Q: 3 clusters Score -2298950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2298970.250000 Penalty: 5042.014648
	Iteration 20F: 3 clusters Score -2298970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2298988.750000 Penalty: 5042.014648
	Iteration 21Q: 3 clusters Score -2298989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2299000.250000 Penalty: 5042.014648
	Iteration 22Q: 3 clusters Score -2299000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2299007.250000 Penalty: 5042.014648
	Iteration 23Q: 3 clusters Score -2299007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2299011.500000 Penalty: 5042.014648
	Iteration 24Q: 3 clusters Score -2299012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2299019.250000 Penalty: 5042.014648
	Iteration 25Q: 3 clusters Score -2299019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2299022.250000 Penalty: 5042.014648
	Iteration 26Q: 3 clusters Score -2299022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2299026.250000 Penalty: 5042.014648
	Iteration 27Q: 3 clusters Score -2299026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2299027.750000 Penalty: 5042.014648
	Iteration 28Q: 3 clusters Score -2299028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2299033.500000 Penalty: 5042.014648
	Iteration 29Q: 3 clusters Score -2299034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2299032.750000 Penalty: 5042.014648
	Iteration 30Q: 3 clusters Score -2299033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2299032.750000 Penalty: 5042.014648
	Iteration 31Q: 3 clusters Score -2299033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2299037.000000 Penalty: 5042.014648
	Iteration 32Q: 3 clusters Score -2299037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2299037.250000 Penalty: 5042.014648
	Iteration 33Q: 3 clusters Score -2299037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2299038.500000 Penalty: 5042.014648
	Iteration 34Q: 3 clusters Score -2299038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2299041.000000 Penalty: 5042.014648
	Iteration 35Q: 3 clusters Score -2299041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2299043.500000 Penalty: 5042.014648
	Iteration 36Q: 3 clusters Score -2299044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2299045.250000 Penalty: 5042.014648
	Iteration 37Q: 3 clusters Score -2299045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2299043.500000 Penalty: 5042.014648
	Iteration 38Q: 3 clusters Score -2299044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2299045.000000 Penalty: 5042.014648
	Iteration 39Q: 3 clusters Score -2299045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2299045.000000 Penalty: 5042.014648
	Iteration 40F: 3 clusters Score -2299045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -501338.093750 Penalty: 2141.474121
	Iteration 0F: 2 clusters Score -501338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -496472.093750 Penalty: 4282.948242
	Iteration 0F: 3 clusters Score -496472.1 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -497825.500000 Penalty: 4282.948242
	Iteration 1F: 3 clusters Score -497825.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -498193.781250 Penalty: 4282.948242
	Iteration 2F: 3 clusters Score -498193.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -498458.281250 Penalty: 4282.948242
	Iteration 3F: 3 clusters Score -498458.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -498676.843750 Penalty: 4282.948242
	Iteration 4F: 3 clusters Score -498676.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -498888.187500 Penalty: 4282.948242
	Iteration 5F: 3 clusters Score -498888.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -499065.625000 Penalty: 4282.948242
	Iteration 6Q: 3 clusters Score -499065.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -499189.031250 Penalty: 4282.948242
	Iteration 7Q: 3 clusters Score -499189 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -499271.375000 Penalty: 4282.948242
	Iteration 8Q: 3 clusters Score -499271.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -499337.718750 Penalty: 4282.948242
	Iteration 9Q: 3 clusters Score -499337.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -499401.437500 Penalty: 4282.948242
	Iteration 10Q: 3 clusters Score -499401.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -499467.687500 Penalty: 4282.948242
	Iteration 11Q: 3 clusters Score -499467.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -499532.531250 Penalty: 4282.948242
	Iteration 12Q: 3 clusters Score -499532.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -499598.750000 Penalty: 4282.948242
	Iteration 13Q: 3 clusters Score -499598.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -499644.781250 Penalty: 4282.948242
	Iteration 14Q: 3 clusters Score -499644.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -499678.875000 Penalty: 4282.948242
	Iteration 15Q: 3 clusters Score -499678.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -499705.625000 Penalty: 4282.948242
	Iteration 16Q: 3 clusters Score -499705.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -499724.375000 Penalty: 4282.948242
	Iteration 17Q: 3 clusters Score -499724.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -499741.843750 Penalty: 4282.948242
	Iteration 18Q: 3 clusters Score -499741.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -499756.937500 Penalty: 4282.948242
	Iteration 19Q: 3 clusters Score -499756.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -499768.718750 Penalty: 4282.948242
	Iteration 20F: 3 clusters Score -499768.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -499777.750000 Penalty: 4282.948242
	Iteration 21Q: 3 clusters Score -499777.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -499784.250000 Penalty: 4282.948242
	Iteration 22Q: 3 clusters Score -499784.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -499788.562500 Penalty: 4282.948242
	Iteration 23Q: 3 clusters Score -499788.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -499794.687500 Penalty: 4282.948242
	Iteration 24Q: 3 clusters Score -499794.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -499802.875000 Penalty: 4282.948242
	Iteration 25Q: 3 clusters Score -499802.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -499810.062500 Penalty: 4282.948242
	Iteration 26Q: 3 clusters Score -499810.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -499819.843750 Penalty: 4282.948242
	Iteration 27Q: 3 clusters Score -499819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -499825.437500 Penalty: 4282.948242
	Iteration 28Q: 3 clusters Score -499825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -499830.031250 Penalty: 4282.948242
	Iteration 29Q: 3 clusters Score -499830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -499837.750000 Penalty: 4282.948242
	Iteration 30Q: 3 clusters Score -499837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -499842.125000 Penalty: 4282.948242
	Iteration 31Q: 3 clusters Score -499842.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -499847.593750 Penalty: 4282.948242
	Iteration 32Q: 3 clusters Score -499847.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -499849.937500 Penalty: 4282.948242
	Iteration 33Q: 3 clusters Score -499849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -499852.625000 Penalty: 4282.948242
	Iteration 34Q: 3 clusters Score -499852.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -499857.156250 Penalty: 4282.948242
	Iteration 35Q: 3 clusters Score -499857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -499859.156250 Penalty: 4282.948242
	Iteration 36Q: 3 clusters Score -499859.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -499860.625000 Penalty: 4282.948242
	Iteration 37Q: 3 clusters Score -499860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -499865.812500 Penalty: 4282.948242
	Iteration 38Q: 3 clusters Score -499865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -499868.875000 Penalty: 4282.948242
	Iteration 39Q: 3 clusters Score -499868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -499872.187500 Penalty: 4282.948242
	Iteration 40F: 3 clusters Score -499872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -499874.062500 Penalty: 4282.948242
	Iteration 41Q: 3 clusters Score -499874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -499876.312500 Penalty: 4282.948242
	Iteration 42Q: 3 clusters Score -499876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -499879.218750 Penalty: 4282.948242
	Iteration 43Q: 3 clusters Score -499879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -499881.218750 Penalty: 4282.948242
	Iteration 44Q: 3 clusters Score -499881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -499883.656250 Penalty: 4282.948242
	Iteration 45Q: 3 clusters Score -499883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -499885.875000 Penalty: 4282.948242
	Iteration 46Q: 3 clusters Score -499885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -499887.187500 Penalty: 4282.948242
	Iteration 47Q: 3 clusters Score -499887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -499886.687500 Penalty: 4282.948242
	Iteration 48Q: 3 clusters Score -499886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -499887.625000 Penalty: 4282.948242
	Iteration 49Q: 3 clusters Score -499887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -499888.687500 Penalty: 4282.948242
	Iteration 50Q: 3 clusters Score -499888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -499889.562500 Penalty: 4282.948242
	Iteration 51Q: 3 clusters Score -499889.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -499890.531250 Penalty: 4282.948242
	Iteration 52Q: 3 clusters Score -499890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -499890.125000 Penalty: 4282.948242
	Iteration 53Q: 3 clusters Score -499890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -499890.125000 Penalty: 4282.948242
	Iteration 54F: 3 clusters Score -499890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Entering Unmasked Estep 
Score: -2493925.000000 Penalty: 2547.844727
	Iteration 0F: 2 clusters Score -2493925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2474103.000000 Penalty: 5095.689453
	Iteration 0F: 3 clusters Score -2474103 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2481055.250000 Penalty: 5095.689453
	Iteration 1F: 3 clusters Score -2481055 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2481585.750000 Penalty: 5095.689453
	Iteration 2F: 3 clusters Score -2481586 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2482057.000000 Penalty: 5095.689453
	Iteration 3Q: 3 clusters Score -2482057 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2482533.750000 Penalty: 5095.689453
	Iteration 4Q: 3 clusters Score -2482534 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2483151.000000 Penalty: 5095.689453
	Iteration 5Q: 3 clusters Score -2483151 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2483945.500000 Penalty: 5095.689453
	Iteration 6Q: 3 clusters Score -2483946 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2485055.250000 Penalty: 5095.689453
	Iteration 7F: 3 clusters Score -2485055 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2486453.750000 Penalty: 5095.689453
	Iteration 8F: 3 clusters Score -2486454 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2488008.250000 Penalty: 5095.689453
	Iteration 9F: 3 clusters Score -2488008 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2489419.000000 Penalty: 5095.689453
	Iteration 10F: 3 clusters Score -2489419 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2490506.000000 Penalty: 5095.689453
	Iteration 11Q: 3 clusters Score -2490506 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2491253.750000 Penalty: 5095.689453
	Iteration 12Q: 3 clusters Score -2491254 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2491690.250000 Penalty: 5095.689453
	Iteration 13Q: 3 clusters Score -2491690 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2491976.000000 Penalty: 5095.689453
	Iteration 14Q: 3 clusters Score -2491976 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2492138.750000 Penalty: 5095.689453
	Iteration 15Q: 3 clusters Score -2492139 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2492232.000000 Penalty: 5095.689453
	Iteration 16Q: 3 clusters Score -2492232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2492297.750000 Penalty: 5095.689453
	Iteration 17Q: 3 clusters Score -2492298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2492319.750000 Penalty: 5095.689453
	Iteration 18Q: 3 clusters Score -2492320 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2492332.250000 Penalty: 5095.689453
	Iteration 19Q: 3 clusters Score -2492332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2492352.000000 Penalty: 5095.689453
	Iteration 20F: 3 clusters Score -2492352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2492367.500000 Penalty: 5095.689453
	Iteration 21Q: 3 clusters Score -2492368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2492391.500000 Penalty: 5095.689453
	Iteration 22Q: 3 clusters Score -2492392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2492405.000000 Penalty: 5095.689453
	Iteration 23Q: 3 clusters Score -2492405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2492422.000000 Penalty: 5095.689453
	Iteration 24Q: 3 clusters Score -2492422 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2492422.250000 Penalty: 5095.689453
	Iteration 25Q: 3 clusters Score -2492422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2492433.750000 Penalty: 5095.689453
	Iteration 26Q: 3 clusters Score -2492434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2492437.500000 Penalty: 5095.689453
	Iteration 27Q: 3 clusters Score -2492438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2492438.250000 Penalty: 5095.689453
	Iteration 28Q: 3 clusters Score -2492438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2492449.500000 Penalty: 5095.689453
	Iteration 29Q: 3 clusters Score -2492450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2492452.750000 Penalty: 5095.689453
	Iteration 30Q: 3 clusters Score -2492453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2492459.750000 Penalty: 5095.689453
	Iteration 31Q: 3 clusters Score -2492460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2492457.250000 Penalty: 5095.689453
	Iteration 32Q: 3 clusters Score -2492457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2492463.500000 Penalty: 5095.689453
	Iteration 33Q: 3 clusters Score -2492464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2492466.500000 Penalty: 5095.689453
	Iteration 34Q: 3 clusters Score -2492466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2492462.500000 Penalty: 5095.689453
	Iteration 35Q: 3 clusters Score -2492462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2492469.000000 Penalty: 5095.689453
	Iteration 36Q: 3 clusters Score -2492469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2492471.750000 Penalty: 5095.689453
	Iteration 37Q: 3 clusters Score -2492472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2492471.750000 Penalty: 5095.689453
	Iteration 38Q: 3 clusters Score -2492472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2492464.250000 Penalty: 5095.689453
	Iteration 39Q: 3 clusters Score -2492464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2492464.750000 Penalty: 5095.689453
	Iteration 40F: 3 clusters Score -2492465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2492461.750000 Penalty: 5095.689453
	Iteration 41Q: 3 clusters Score -2492462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2492465.250000 Penalty: 5095.689453
	Iteration 42Q: 3 clusters Score -2492465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2492466.000000 Penalty: 5095.689453
	Iteration 43Q: 3 clusters Score -2492466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2492463.000000 Penalty: 5095.689453
	Iteration 44Q: 3 clusters Score -2492463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2492464.250000 Penalty: 5095.689453
	Iteration 45Q: 3 clusters Score -2492464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2492465.250000 Penalty: 5095.689453
	Iteration 46Q: 3 clusters Score -2492465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2492467.000000 Penalty: 5095.689453
	Iteration 47Q: 3 clusters Score -2492467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2492467.000000 Penalty: 5095.689453
	Iteration 48Q: 3 clusters Score -2492467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2492469.500000 Penalty: 5095.689453
	Iteration 49Q: 3 clusters Score -2492470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2492474.000000 Penalty: 5095.689453
	Iteration 50Q: 3 clusters Score -2492474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2492475.500000 Penalty: 5095.689453
	Iteration 51Q: 3 clusters Score -2492476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2492472.750000 Penalty: 5095.689453
	Iteration 52Q: 3 clusters Score -2492473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2492476.000000 Penalty: 5095.689453
	Iteration 53Q: 3 clusters Score -2492476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2492473.750000 Penalty: 5095.689453
	Iteration 54Q: 3 clusters Score -2492474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2492474.500000 Penalty: 5095.689453
	Iteration 55Q: 3 clusters Score -2492474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2492473.000000 Penalty: 5095.689453
	Iteration 56Q: 3 clusters Score -2492473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2492473.000000 Penalty: 5095.689453
	Iteration 57F: 3 clusters Score -2492473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Entering Unmasked Estep 
Score: -483215.093750 Penalty: 2151.624512
	Iteration 0F: 2 clusters Score -483215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -478235.625000 Penalty: 4303.249023
	Iteration 0F: 3 clusters Score -478235.6 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -479487.406250 Penalty: 4303.249023
	Iteration 1F: 3 clusters Score -479487.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -479775.218750 Penalty: 4303.249023
	Iteration 2F: 3 clusters Score -479775.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -479988.437500 Penalty: 4303.249023
	Iteration 3F: 3 clusters Score -479988.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -480152.218750 Penalty: 4303.249023
	Iteration 4Q: 3 clusters Score -480152.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -480284.031250 Penalty: 4303.249023
	Iteration 5Q: 3 clusters Score -480284 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -480407.687500 Penalty: 4303.249023
	Iteration 6Q: 3 clusters Score -480407.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -480505.968750 Penalty: 4303.249023
	Iteration 7Q: 3 clusters Score -480506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -480584.718750 Penalty: 4303.249023
	Iteration 8Q: 3 clusters Score -480584.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -480655.437500 Penalty: 4303.249023
	Iteration 9Q: 3 clusters Score -480655.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -480721.156250 Penalty: 4303.249023
	Iteration 10Q: 3 clusters Score -480721.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -480775.375000 Penalty: 4303.249023
	Iteration 11Q: 3 clusters Score -480775.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -480818.937500 Penalty: 4303.249023
	Iteration 12Q: 3 clusters Score -480818.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -480863.343750 Penalty: 4303.249023
	Iteration 13Q: 3 clusters Score -480863.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -480903.343750 Penalty: 4303.249023
	Iteration 14Q: 3 clusters Score -480903.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -480935.781250 Penalty: 4303.249023
	Iteration 15Q: 3 clusters Score -480935.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -480964.093750 Penalty: 4303.249023
	Iteration 16Q: 3 clusters Score -480964.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -480993.062500 Penalty: 4303.249023
	Iteration 17Q: 3 clusters Score -480993.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -481019.468750 Penalty: 4303.249023
	Iteration 18Q: 3 clusters Score -481019.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -481039.437500 Penalty: 4303.249023
	Iteration 19Q: 3 clusters Score -481039.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -481054.093750 Penalty: 4303.249023
	Iteration 20F: 3 clusters Score -481054.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -481063.281250 Penalty: 4303.249023
	Iteration 21Q: 3 clusters Score -481063.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -481071.375000 Penalty: 4303.249023
	Iteration 22Q: 3 clusters Score -481071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -481077.781250 Penalty: 4303.249023
	Iteration 23Q: 3 clusters Score -481077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -481083.281250 Penalty: 4303.249023
	Iteration 24Q: 3 clusters Score -481083.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -481087.656250 Penalty: 4303.249023
	Iteration 25Q: 3 clusters Score -481087.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -481094.281250 Penalty: 4303.249023
	Iteration 26Q: 3 clusters Score -481094.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -481097.531250 Penalty: 4303.249023
	Iteration 27Q: 3 clusters Score -481097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -481101.593750 Penalty: 4303.249023
	Iteration 28Q: 3 clusters Score -481101.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -481107.343750 Penalty: 4303.249023
	Iteration 29Q: 3 clusters Score -481107.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -481110.000000 Penalty: 4303.249023
	Iteration 30Q: 3 clusters Score -481110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -481113.437500 Penalty: 4303.249023
	Iteration 31Q: 3 clusters Score -481113.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -481114.906250 Penalty: 4303.249023
	Iteration 32Q: 3 clusters Score -481114.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -481116.718750 Penalty: 4303.249023
	Iteration 33Q: 3 clusters Score -481116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -481119.468750 Penalty: 4303.249023
	Iteration 34Q: 3 clusters Score -481119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -481122.000000 Penalty: 4303.249023
	Iteration 35Q: 3 clusters Score -481122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -481124.093750 Penalty: 4303.249023
	Iteration 36Q: 3 clusters Score -481124.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -481125.343750 Penalty: 4303.249023
	Iteration 37Q: 3 clusters Score -481125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -481126.718750 Penalty: 4303.249023
	Iteration 38Q: 3 clusters Score -481126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -481127.312500 Penalty: 4303.249023
	Iteration 39Q: 3 clusters Score -481127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -481127.281250 Penalty: 4303.249023
	Iteration 40F: 3 clusters Score -481127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -481126.906250 Penalty: 4303.249023
	Iteration 41Q: 3 clusters Score -481126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -481130.031250 Penalty: 4303.249023
	Iteration 42Q: 3 clusters Score -481130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -481131.125000 Penalty: 4303.249023
	Iteration 43Q: 3 clusters Score -481131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -481132.062500 Penalty: 4303.249023
	Iteration 44Q: 3 clusters Score -481132.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -481133.156250 Penalty: 4303.249023
	Iteration 45Q: 3 clusters Score -481133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -481135.031250 Penalty: 4303.249023
	Iteration 46Q: 3 clusters Score -481135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -481136.500000 Penalty: 4303.249023
	Iteration 47Q: 3 clusters Score -481136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -481139.500000 Penalty: 4303.249023
	Iteration 48Q: 3 clusters Score -481139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -481139.937500 Penalty: 4303.249023
	Iteration 49Q: 3 clusters Score -481139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -481139.875000 Penalty: 4303.249023
	Iteration 50Q: 3 clusters Score -481139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -481139.875000 Penalty: 4303.249023
	Iteration 51F: 3 clusters Score -481139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329173 members 
Entering Unmasked Estep 
Score: -29062864.000000 Penalty: 3150.676025
	Iteration 0F: 2 clusters Score -2.906286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -28842594.000000 Penalty: 6301.352051
	Iteration 0F: 3 clusters Score -2.884259e+07 nChanged 159026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147171 members 
Mstep: Class 2 contains 182002 members 
Entering Unmasked Estep 
Score: -28938336.000000 Penalty: 6301.352051
	Iteration 1F: 3 clusters Score -2.893834e+07 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136584 members 
Mstep: Class 2 contains 192589 members 
Entering Unmasked Estep 
Score: -28943440.000000 Penalty: 6301.352051
	Iteration 2Q: 3 clusters Score -2.894344e+07 nChanged 17561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120719 members 
Mstep: Class 2 contains 208454 members 
Entering Unmasked Estep 
Score: -28952336.000000 Penalty: 6301.352051
	Iteration 3F: 3 clusters Score -2.895234e+07 nChanged 23666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 230932 members 
Entering Unmasked Estep 
Score: -28968770.000000 Penalty: 6301.352051
	Iteration 4F: 3 clusters Score -2.896877e+07 nChanged 28435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 258725 members 
Entering Unmasked Estep 
Score: -28992724.000000 Penalty: 6301.352051
	Iteration 5F: 3 clusters Score -2.899272e+07 nChanged 27997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 286496 members 
Entering Unmasked Estep 
Score: -29019170.000000 Penalty: 6301.352051
	Iteration 6F: 3 clusters Score -2.901917e+07 nChanged 21561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 308031 members 
Entering Unmasked Estep 
Score: -29039826.000000 Penalty: 6301.352051
	Iteration 7F: 3 clusters Score -2.903983e+07 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 320777 members 
Entering Unmasked Estep 
Score: -29052124.000000 Penalty: 6301.352051
	Iteration 8Q: 3 clusters Score -2.905212e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 326437 members 
Entering Unmasked Estep 
Score: -29057536.000000 Penalty: 6301.352051
	Iteration 9Q: 3 clusters Score -2.905754e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 328303 members 
Entering Unmasked Estep 
Score: -29059104.000000 Penalty: 6301.352051
	Iteration 10Q: 3 clusters Score -2.90591e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 328746 members 
Entering Unmasked Estep 
Score: -29059628.000000 Penalty: 6301.352051
	Iteration 11Q: 3 clusters Score -2.905963e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 328867 members 
Entering Unmasked Estep 
Score: -29059820.000000 Penalty: 6301.352051
	Iteration 12Q: 3 clusters Score -2.905982e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 328912 members 
Entering Unmasked Estep 
Score: -29059894.000000 Penalty: 6301.352051
	Iteration 13Q: 3 clusters Score -2.905989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 328929 members 
Entering Unmasked Estep 
Score: -29059952.000000 Penalty: 6301.352051
	Iteration 14Q: 3 clusters Score -2.905995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 328931 members 
Entering Unmasked Estep 
Score: -29060002.000000 Penalty: 6301.352051
	Iteration 15Q: 3 clusters Score -2.906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328934 members 
Entering Unmasked Estep 
Score: -29060012.000000 Penalty: 6301.352051
	Iteration 16Q: 3 clusters Score -2.906001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 328941 members 
Entering Unmasked Estep 
Score: -29060022.000000 Penalty: 6301.352051
	Iteration 17Q: 3 clusters Score -2.906002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 328940 members 
Entering Unmasked Estep 
Score: -29060022.000000 Penalty: 6301.352051
	Iteration 18Q: 3 clusters Score -2.906002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 328943 members 
Entering Unmasked Estep 
Score: -29060010.000000 Penalty: 6301.352051
	Iteration 19Q: 3 clusters Score -2.906001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 328948 members 
Entering Unmasked Estep 
Score: -29060034.000000 Penalty: 6301.352051
	Iteration 20F: 3 clusters Score -2.906003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 328952 members 
Entering Unmasked Estep 
Score: -29060060.000000 Penalty: 6301.352051
	Iteration 21Q: 3 clusters Score -2.906006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 328952 members 
Entering Unmasked Estep 
Score: -29060074.000000 Penalty: 6301.352051
	Iteration 22Q: 3 clusters Score -2.906007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 328951 members 
Entering Unmasked Estep 
Score: -29060070.000000 Penalty: 6301.352051
	Iteration 23Q: 3 clusters Score -2.906007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 328951 members 
Entering Unmasked Estep 
Score: -29060070.000000 Penalty: 6301.352051
	Iteration 24F: 3 clusters Score -2.906007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Entering Unmasked Estep 
Score: -2302265.000000 Penalty: 2526.910645
	Iteration 0F: 2 clusters Score -2302265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2283935.000000 Penalty: 5053.821289
	Iteration 0F: 3 clusters Score -2283935 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2290552.500000 Penalty: 5053.821289
	Iteration 1F: 3 clusters Score -2290552 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2291058.250000 Penalty: 5053.821289
	Iteration 2F: 3 clusters Score -2291058 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2291546.000000 Penalty: 5053.821289
	Iteration 3Q: 3 clusters Score -2291546 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2292096.000000 Penalty: 5053.821289
	Iteration 4Q: 3 clusters Score -2292096 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2292725.750000 Penalty: 5053.821289
	Iteration 5Q: 3 clusters Score -2292726 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2293449.000000 Penalty: 5053.821289
	Iteration 6Q: 3 clusters Score -2293449 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2294226.000000 Penalty: 5053.821289
	Iteration 7Q: 3 clusters Score -2294226 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2295139.250000 Penalty: 5053.821289
	Iteration 8Q: 3 clusters Score -2295139 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2296229.750000 Penalty: 5053.821289
	Iteration 9F: 3 clusters Score -2296230 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2297278.500000 Penalty: 5053.821289
	Iteration 10Q: 3 clusters Score -2297278 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2298136.000000 Penalty: 5053.821289
	Iteration 11Q: 3 clusters Score -2298136 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2298679.000000 Penalty: 5053.821289
	Iteration 12Q: 3 clusters Score -2298679 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2298977.750000 Penalty: 5053.821289
	Iteration 13Q: 3 clusters Score -2298978 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2299176.750000 Penalty: 5053.821289
	Iteration 14Q: 3 clusters Score -2299177 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2299316.750000 Penalty: 5053.821289
	Iteration 15Q: 3 clusters Score -2299317 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2299413.750000 Penalty: 5053.821289
	Iteration 16Q: 3 clusters Score -2299414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2299477.000000 Penalty: 5053.821289
	Iteration 17Q: 3 clusters Score -2299477 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2299534.250000 Penalty: 5053.821289
	Iteration 18Q: 3 clusters Score -2299534 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2299590.000000 Penalty: 5053.821289
	Iteration 19Q: 3 clusters Score -2299590 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2299630.000000 Penalty: 5053.821289
	Iteration 20F: 3 clusters Score -2299630 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2299655.750000 Penalty: 5053.821289
	Iteration 21Q: 3 clusters Score -2299656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2299681.500000 Penalty: 5053.821289
	Iteration 22Q: 3 clusters Score -2299682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2299703.000000 Penalty: 5053.821289
	Iteration 23Q: 3 clusters Score -2299703 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2299723.000000 Penalty: 5053.821289
	Iteration 24Q: 3 clusters Score -2299723 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2299747.000000 Penalty: 5053.821289
	Iteration 25Q: 3 clusters Score -2299747 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2299789.250000 Penalty: 5053.821289
	Iteration 26Q: 3 clusters Score -2299789 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2299807.250000 Penalty: 5053.821289
	Iteration 27Q: 3 clusters Score -2299807 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2299844.000000 Penalty: 5053.821289
	Iteration 28Q: 3 clusters Score -2299844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2299873.750000 Penalty: 5053.821289
	Iteration 29Q: 3 clusters Score -2299874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2299893.500000 Penalty: 5053.821289
	Iteration 30Q: 3 clusters Score -2299894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2299924.750000 Penalty: 5053.821289
	Iteration 31Q: 3 clusters Score -2299925 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2299941.500000 Penalty: 5053.821289
	Iteration 32Q: 3 clusters Score -2299942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2299964.250000 Penalty: 5053.821289
	Iteration 33Q: 3 clusters Score -2299964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2299979.250000 Penalty: 5053.821289
	Iteration 34Q: 3 clusters Score -2299979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2299987.000000 Penalty: 5053.821289
	Iteration 35Q: 3 clusters Score -2299987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2300004.250000 Penalty: 5053.821289
	Iteration 36Q: 3 clusters Score -2300004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2300028.250000 Penalty: 5053.821289
	Iteration 37Q: 3 clusters Score -2300028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2300043.750000 Penalty: 5053.821289
	Iteration 38Q: 3 clusters Score -2300044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2300066.250000 Penalty: 5053.821289
	Iteration 39Q: 3 clusters Score -2300066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2300075.000000 Penalty: 5053.821289
	Iteration 40F: 3 clusters Score -2300075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -2300086.500000 Penalty: 5053.821289
	Iteration 41Q: 3 clusters Score -2300086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2300089.500000 Penalty: 5053.821289
	Iteration 42Q: 3 clusters Score -2300090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2300094.250000 Penalty: 5053.821289
	Iteration 43Q: 3 clusters Score -2300094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -2300104.000000 Penalty: 5053.821289
	Iteration 44Q: 3 clusters Score -2300104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2300103.000000 Penalty: 5053.821289
	Iteration 45Q: 3 clusters Score -2300103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2300111.750000 Penalty: 5053.821289
	Iteration 46Q: 3 clusters Score -2300112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2300117.750000 Penalty: 5053.821289
	Iteration 47Q: 3 clusters Score -2300118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -2300116.000000 Penalty: 5053.821289
	Iteration 48Q: 3 clusters Score -2300116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2300119.750000 Penalty: 5053.821289
	Iteration 49Q: 3 clusters Score -2300120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -2300122.250000 Penalty: 5053.821289
	Iteration 50Q: 3 clusters Score -2300122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2300124.250000 Penalty: 5053.821289
	Iteration 51Q: 3 clusters Score -2300124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2300129.500000 Penalty: 5053.821289
	Iteration 52Q: 3 clusters Score -2300130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2300128.250000 Penalty: 5053.821289
	Iteration 53Q: 3 clusters Score -2300128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2300138.750000 Penalty: 5053.821289
	Iteration 54Q: 3 clusters Score -2300139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2300141.500000 Penalty: 5053.821289
	Iteration 55Q: 3 clusters Score -2300142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2300147.500000 Penalty: 5053.821289
	Iteration 56Q: 3 clusters Score -2300148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -2300154.250000 Penalty: 5053.821289
	Iteration 57Q: 3 clusters Score -2300154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2300149.000000 Penalty: 5053.821289
	Iteration 58Q: 3 clusters Score -2300149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2300154.250000 Penalty: 5053.821289
	Iteration 59Q: 3 clusters Score -2300154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2300158.750000 Penalty: 5053.821289
	Iteration 60F: 3 clusters Score -2300159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2300158.000000 Penalty: 5053.821289
	Iteration 61Q: 3 clusters Score -2300158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2300163.000000 Penalty: 5053.821289
	Iteration 62Q: 3 clusters Score -2300163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -2300160.750000 Penalty: 5053.821289
	Iteration 63Q: 3 clusters Score -2300161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2300169.500000 Penalty: 5053.821289
	Iteration 64Q: 3 clusters Score -2300170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2300169.750000 Penalty: 5053.821289
	Iteration 65Q: 3 clusters Score -2300170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -2300174.750000 Penalty: 5053.821289
	Iteration 66Q: 3 clusters Score -2300175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2300177.500000 Penalty: 5053.821289
	Iteration 67Q: 3 clusters Score -2300178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -2300178.750000 Penalty: 5053.821289
	Iteration 68Q: 3 clusters Score -2300179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2300179.250000 Penalty: 5053.821289
	Iteration 69Q: 3 clusters Score -2300179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -2300186.000000 Penalty: 5053.821289
	Iteration 70Q: 3 clusters Score -2300186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2300188.000000 Penalty: 5053.821289
	Iteration 71Q: 3 clusters Score -2300188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2300188.000000 Penalty: 5053.821289
	Iteration 72Q: 3 clusters Score -2300188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2300189.250000 Penalty: 5053.821289
	Iteration 73Q: 3 clusters Score -2300189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2300202.000000 Penalty: 5053.821289
	Iteration 74Q: 3 clusters Score -2300202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2300205.250000 Penalty: 5053.821289
	Iteration 75Q: 3 clusters Score -2300205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2300214.250000 Penalty: 5053.821289
	Iteration 76Q: 3 clusters Score -2300214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2300217.500000 Penalty: 5053.821289
	Iteration 77Q: 3 clusters Score -2300218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2300224.000000 Penalty: 5053.821289
	Iteration 78Q: 3 clusters Score -2300224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2300231.750000 Penalty: 5053.821289
	Iteration 79Q: 3 clusters Score -2300232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2300236.500000 Penalty: 5053.821289
	Iteration 80F: 3 clusters Score -2300236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2300240.250000 Penalty: 5053.821289
	Iteration 81Q: 3 clusters Score -2300240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2300239.250000 Penalty: 5053.821289
	Iteration 82Q: 3 clusters Score -2300239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2300249.500000 Penalty: 5053.821289
	Iteration 83Q: 3 clusters Score -2300250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2300243.500000 Penalty: 5053.821289
	Iteration 84Q: 3 clusters Score -2300244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2300250.750000 Penalty: 5053.821289
	Iteration 85Q: 3 clusters Score -2300251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2300248.000000 Penalty: 5053.821289
	Iteration 86Q: 3 clusters Score -2300248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2300252.250000 Penalty: 5053.821289
	Iteration 87Q: 3 clusters Score -2300252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2300254.250000 Penalty: 5053.821289
	Iteration 88Q: 3 clusters Score -2300254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2300253.750000 Penalty: 5053.821289
	Iteration 89Q: 3 clusters Score -2300254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -2300255.750000 Penalty: 5053.821289
	Iteration 90Q: 3 clusters Score -2300256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2300260.000000 Penalty: 5053.821289
	Iteration 91Q: 3 clusters Score -2300260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -2300260.000000 Penalty: 5053.821289
	Iteration 92Q: 3 clusters Score -2300260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2300265.250000 Penalty: 5053.821289
	Iteration 93Q: 3 clusters Score -2300265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2300263.500000 Penalty: 5053.821289
	Iteration 94Q: 3 clusters Score -2300264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2300262.250000 Penalty: 5053.821289
	Iteration 95Q: 3 clusters Score -2300262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -2300263.500000 Penalty: 5053.821289
	Iteration 96Q: 3 clusters Score -2300264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -2300266.750000 Penalty: 5053.821289
	Iteration 97Q: 3 clusters Score -2300267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -2300267.000000 Penalty: 5053.821289
	Iteration 98Q: 3 clusters Score -2300267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2300268.250000 Penalty: 5053.821289
	Iteration 99Q: 3 clusters Score -2300268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -2300268.750000 Penalty: 5053.821289
	Iteration 100F: 3 clusters Score -2300269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -2300268.000000 Penalty: 5053.821289
	Iteration 101Q: 3 clusters Score -2300268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2300268.000000 Penalty: 5053.821289
	Iteration 102Q: 3 clusters Score -2300268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2300266.750000 Penalty: 5053.821289
	Iteration 103Q: 3 clusters Score -2300267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -2300272.250000 Penalty: 5053.821289
	Iteration 104Q: 3 clusters Score -2300272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2300274.750000 Penalty: 5053.821289
	Iteration 105Q: 3 clusters Score -2300275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -2300275.000000 Penalty: 5053.821289
	Iteration 106Q: 3 clusters Score -2300275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2300280.750000 Penalty: 5053.821289
	Iteration 107Q: 3 clusters Score -2300281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2300288.250000 Penalty: 5053.821289
	Iteration 108Q: 3 clusters Score -2300288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -2300290.250000 Penalty: 5053.821289
	Iteration 109Q: 3 clusters Score -2300290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2300288.000000 Penalty: 5053.821289
	Iteration 110Q: 3 clusters Score -2300288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2300289.250000 Penalty: 5053.821289
	Iteration 111Q: 3 clusters Score -2300289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -2300292.250000 Penalty: 5053.821289
	Iteration 112Q: 3 clusters Score -2300292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2300293.750000 Penalty: 5053.821289
	Iteration 113Q: 3 clusters Score -2300294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2300296.750000 Penalty: 5053.821289
	Iteration 114Q: 3 clusters Score -2300297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -2300298.250000 Penalty: 5053.821289
	Iteration 115Q: 3 clusters Score -2300298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -2300297.750000 Penalty: 5053.821289
	Iteration 116Q: 3 clusters Score -2300298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -2300299.750000 Penalty: 5053.821289
	Iteration 117Q: 3 clusters Score -2300300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2300296.000000 Penalty: 5053.821289
	Iteration 118Q: 3 clusters Score -2300296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -2300297.750000 Penalty: 5053.821289
	Iteration 119Q: 3 clusters Score -2300298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2300297.500000 Penalty: 5053.821289
	Iteration 120F: 3 clusters Score -2300298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -2300300.250000 Penalty: 5053.821289
	Iteration 121Q: 3 clusters Score -2300300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -2300300.000000 Penalty: 5053.821289
	Iteration 122Q: 3 clusters Score -2300300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2300303.000000 Penalty: 5053.821289
	Iteration 123Q: 3 clusters Score -2300303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2300303.000000 Penalty: 5053.821289
	Iteration 124F: 3 clusters Score -2300303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Entering Unmasked Estep 
Score: -4779862.000000 Penalty: 2699.954590
	Iteration 0F: 2 clusters Score -4779862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -4743999.000000 Penalty: 5399.909180
	Iteration 0F: 3 clusters Score -4743999 nChanged 24670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -4757686.000000 Penalty: 5399.909180
	Iteration 1F: 3 clusters Score -4757686 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -4758286.500000 Penalty: 5399.909180
	Iteration 2Q: 3 clusters Score -4758286 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -4758986.500000 Penalty: 5399.909180
	Iteration 3Q: 3 clusters Score -4758986 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -4759855.000000 Penalty: 5399.909180
	Iteration 4Q: 3 clusters Score -4759855 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4760968.000000 Penalty: 5399.909180
	Iteration 5Q: 3 clusters Score -4760968 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4762444.500000 Penalty: 5399.909180
	Iteration 6F: 3 clusters Score -4762444 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4764220.000000 Penalty: 5399.909180
	Iteration 7F: 3 clusters Score -4764220 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -4766329.500000 Penalty: 5399.909180
	Iteration 8F: 3 clusters Score -4766330 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4768559.000000 Penalty: 5399.909180
	Iteration 9F: 3 clusters Score -4768559 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4770756.500000 Penalty: 5399.909180
	Iteration 10F: 3 clusters Score -4770756 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4772818.500000 Penalty: 5399.909180
	Iteration 11Q: 3 clusters Score -4772818 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4774593.500000 Penalty: 5399.909180
	Iteration 12Q: 3 clusters Score -4774594 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4775890.000000 Penalty: 5399.909180
	Iteration 13Q: 3 clusters Score -4775890 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4776642.500000 Penalty: 5399.909180
	Iteration 14Q: 3 clusters Score -4776642 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4776993.000000 Penalty: 5399.909180
	Iteration 15Q: 3 clusters Score -4776993 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4777201.500000 Penalty: 5399.909180
	Iteration 16Q: 3 clusters Score -4777202 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4777340.000000 Penalty: 5399.909180
	Iteration 17Q: 3 clusters Score -4777340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4777399.000000 Penalty: 5399.909180
	Iteration 18Q: 3 clusters Score -4777399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4777423.500000 Penalty: 5399.909180
	Iteration 19Q: 3 clusters Score -4777424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4777440.500000 Penalty: 5399.909180
	Iteration 20F: 3 clusters Score -4777440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4777458.500000 Penalty: 5399.909180
	Iteration 21Q: 3 clusters Score -4777458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4777464.500000 Penalty: 5399.909180
	Iteration 22Q: 3 clusters Score -4777464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4777469.500000 Penalty: 5399.909180
	Iteration 23Q: 3 clusters Score -4777470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4777473.500000 Penalty: 5399.909180
	Iteration 24Q: 3 clusters Score -4777474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4777475.000000 Penalty: 5399.909180
	Iteration 25Q: 3 clusters Score -4777475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4777478.000000 Penalty: 5399.909180
	Iteration 26Q: 3 clusters Score -4777478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4777480.000000 Penalty: 5399.909180
	Iteration 27Q: 3 clusters Score -4777480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4777480.000000 Penalty: 5399.909180
	Iteration 28F: 3 clusters Score -4777480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Entering Unmasked Estep 
Score: -2653875.250000 Penalty: 2583.044678
	Iteration 0F: 2 clusters Score -2653875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2631276.000000 Penalty: 5166.089355
	Iteration 0F: 3 clusters Score -2631276 nChanged 15045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2639715.750000 Penalty: 5166.089355
	Iteration 1F: 3 clusters Score -2639716 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2640637.750000 Penalty: 5166.089355
	Iteration 2F: 3 clusters Score -2640638 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2641862.500000 Penalty: 5166.089355
	Iteration 3F: 3 clusters Score -2641862 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2643537.750000 Penalty: 5166.089355
	Iteration 4F: 3 clusters Score -2643538 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2645289.500000 Penalty: 5166.089355
	Iteration 5F: 3 clusters Score -2645290 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2646673.000000 Penalty: 5166.089355
	Iteration 6F: 3 clusters Score -2646673 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2647564.250000 Penalty: 5166.089355
	Iteration 7F: 3 clusters Score -2647564 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2648170.250000 Penalty: 5166.089355
	Iteration 8Q: 3 clusters Score -2648170 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2648632.500000 Penalty: 5166.089355
	Iteration 9Q: 3 clusters Score -2648632 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2649007.250000 Penalty: 5166.089355
	Iteration 10Q: 3 clusters Score -2649007 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2649277.500000 Penalty: 5166.089355
	Iteration 11Q: 3 clusters Score -2649278 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2649507.750000 Penalty: 5166.089355
	Iteration 12Q: 3 clusters Score -2649508 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2649674.250000 Penalty: 5166.089355
	Iteration 13Q: 3 clusters Score -2649674 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2649840.750000 Penalty: 5166.089355
	Iteration 14Q: 3 clusters Score -2649841 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2650012.750000 Penalty: 5166.089355
	Iteration 15Q: 3 clusters Score -2650013 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2650192.750000 Penalty: 5166.089355
	Iteration 16Q: 3 clusters Score -2650193 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2650421.250000 Penalty: 5166.089355
	Iteration 17Q: 3 clusters Score -2650421 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2650644.500000 Penalty: 5166.089355
	Iteration 18Q: 3 clusters Score -2650644 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2650873.500000 Penalty: 5166.089355
	Iteration 19Q: 3 clusters Score -2650874 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2651088.750000 Penalty: 5166.089355
	Iteration 20F: 3 clusters Score -2651089 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2651305.250000 Penalty: 5166.089355
	Iteration 21Q: 3 clusters Score -2651305 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2651531.000000 Penalty: 5166.089355
	Iteration 22Q: 3 clusters Score -2651531 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2651730.750000 Penalty: 5166.089355
	Iteration 23Q: 3 clusters Score -2651731 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2651902.250000 Penalty: 5166.089355
	Iteration 24Q: 3 clusters Score -2651902 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2652101.750000 Penalty: 5166.089355
	Iteration 25Q: 3 clusters Score -2652102 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2652275.750000 Penalty: 5166.089355
	Iteration 26Q: 3 clusters Score -2652276 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2652479.250000 Penalty: 5166.089355
	Iteration 27Q: 3 clusters Score -2652479 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2652783.000000 Penalty: 5166.089355
	Iteration 28Q: 3 clusters Score -2652783 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2653150.500000 Penalty: 5166.089355
	Iteration 29Q: 3 clusters Score -2653150 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2653383.250000 Penalty: 5166.089355
	Iteration 30Q: 3 clusters Score -2653383 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2653508.000000 Penalty: 5166.089355
	Iteration 31Q: 3 clusters Score -2653508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2653578.000000 Penalty: 5166.089355
	Iteration 32Q: 3 clusters Score -2653578 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2653623.000000 Penalty: 5166.089355
	Iteration 33Q: 3 clusters Score -2653623 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2653659.000000 Penalty: 5166.089355
	Iteration 34Q: 3 clusters Score -2653659 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2653677.750000 Penalty: 5166.089355
	Iteration 35Q: 3 clusters Score -2653678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2653699.250000 Penalty: 5166.089355
	Iteration 36Q: 3 clusters Score -2653699 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2653722.000000 Penalty: 5166.089355
	Iteration 37Q: 3 clusters Score -2653722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2653726.250000 Penalty: 5166.089355
	Iteration 38Q: 3 clusters Score -2653726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2653725.500000 Penalty: 5166.089355
	Iteration 39Q: 3 clusters Score -2653726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2653739.500000 Penalty: 5166.089355
	Iteration 40F: 3 clusters Score -2653740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2653744.250000 Penalty: 5166.089355
	Iteration 41Q: 3 clusters Score -2653744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2653752.250000 Penalty: 5166.089355
	Iteration 42Q: 3 clusters Score -2653752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2653758.750000 Penalty: 5166.089355
	Iteration 43Q: 3 clusters Score -2653759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2653763.000000 Penalty: 5166.089355
	Iteration 44Q: 3 clusters Score -2653763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2653760.500000 Penalty: 5166.089355
	Iteration 45Q: 3 clusters Score -2653760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2653767.500000 Penalty: 5166.089355
	Iteration 46Q: 3 clusters Score -2653768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2653770.500000 Penalty: 5166.089355
	Iteration 47Q: 3 clusters Score -2653770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2653775.750000 Penalty: 5166.089355
	Iteration 48Q: 3 clusters Score -2653776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2653779.500000 Penalty: 5166.089355
	Iteration 49Q: 3 clusters Score -2653780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2653784.000000 Penalty: 5166.089355
	Iteration 50Q: 3 clusters Score -2653784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2653789.750000 Penalty: 5166.089355
	Iteration 51Q: 3 clusters Score -2653790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2653791.500000 Penalty: 5166.089355
	Iteration 52Q: 3 clusters Score -2653792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2653798.500000 Penalty: 5166.089355
	Iteration 53Q: 3 clusters Score -2653798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2653811.750000 Penalty: 5166.089355
	Iteration 54Q: 3 clusters Score -2653812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2653829.000000 Penalty: 5166.089355
	Iteration 55Q: 3 clusters Score -2653829 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2653863.750000 Penalty: 5166.089355
	Iteration 56Q: 3 clusters Score -2653864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2653920.000000 Penalty: 5166.089355
	Iteration 57Q: 3 clusters Score -2653920 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2654019.250000 Penalty: 5166.089355
	Iteration 58Q: 3 clusters Score -2654019 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2654170.250000 Penalty: 5166.089355
	Iteration 59Q: 3 clusters Score -2654170 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2654323.750000 Penalty: 5166.089355
	Iteration 60F: 3 clusters Score -2654324 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2654400.500000 Penalty: 5166.089355
	Iteration 61Q: 3 clusters Score -2654400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2654439.750000 Penalty: 5166.089355
	Iteration 62Q: 3 clusters Score -2654440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2654460.250000 Penalty: 5166.089355
	Iteration 63Q: 3 clusters Score -2654460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2654471.500000 Penalty: 5166.089355
	Iteration 64Q: 3 clusters Score -2654472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2654478.000000 Penalty: 5166.089355
	Iteration 65Q: 3 clusters Score -2654478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2654478.250000 Penalty: 5166.089355
	Iteration 66Q: 3 clusters Score -2654478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2654479.500000 Penalty: 5166.089355
	Iteration 67Q: 3 clusters Score -2654480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2654476.000000 Penalty: 5166.089355
	Iteration 68Q: 3 clusters Score -2654476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2654478.250000 Penalty: 5166.089355
	Iteration 69Q: 3 clusters Score -2654478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2654474.000000 Penalty: 5166.089355
	Iteration 70Q: 3 clusters Score -2654474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2654477.750000 Penalty: 5166.089355
	Iteration 71Q: 3 clusters Score -2654478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2654481.000000 Penalty: 5166.089355
	Iteration 72Q: 3 clusters Score -2654481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2654482.000000 Penalty: 5166.089355
	Iteration 73Q: 3 clusters Score -2654482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2654482.000000 Penalty: 5166.089355
	Iteration 74F: 3 clusters Score -2654482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412880 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329173 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 30266 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 14067 members 
Mstep: Class 33 contains 12989 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6693 members 
Mstep: Class 39 contains 3149 members 
Mstep: Class 40 contains 3107 members 
Entering Unmasked Estep 
Score: -113006312.000000 Penalty: 139884.406250
Splitting cluster 25 changes total score from -113007176.000000 to -113006312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (8411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Entering Unmasked Estep 
Score: -728485.625000 Penalty: 2241.249268
	Iteration 0F: 2 clusters Score -728485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -721799.187500 Penalty: 4482.498535
	Iteration 0F: 3 clusters Score -721799.2 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -723676.500000 Penalty: 4482.498535
	Iteration 1F: 3 clusters Score -723676.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -723942.562500 Penalty: 4482.498535
	Iteration 2F: 3 clusters Score -723942.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -724122.812500 Penalty: 4482.498535
	Iteration 3Q: 3 clusters Score -724122.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -724286.250000 Penalty: 4482.498535
	Iteration 4Q: 3 clusters Score -724286.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -724471.125000 Penalty: 4482.498535
	Iteration 5Q: 3 clusters Score -724471.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -724688.000000 Penalty: 4482.498535
	Iteration 6Q: 3 clusters Score -724688 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -724929.500000 Penalty: 4482.498535
	Iteration 7Q: 3 clusters Score -724929.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -725185.875000 Penalty: 4482.498535
	Iteration 8Q: 3 clusters Score -725185.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -725469.000000 Penalty: 4482.498535
	Iteration 9Q: 3 clusters Score -725469 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -725729.500000 Penalty: 4482.498535
	Iteration 10Q: 3 clusters Score -725729.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -725924.687500 Penalty: 4482.498535
	Iteration 11Q: 3 clusters Score -725924.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -726057.000000 Penalty: 4482.498535
	Iteration 12Q: 3 clusters Score -726057 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -726146.500000 Penalty: 4482.498535
	Iteration 13Q: 3 clusters Score -726146.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -726211.625000 Penalty: 4482.498535
	Iteration 14Q: 3 clusters Score -726211.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -726266.750000 Penalty: 4482.498535
	Iteration 15Q: 3 clusters Score -726266.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -726308.250000 Penalty: 4482.498535
	Iteration 16Q: 3 clusters Score -726308.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -726338.312500 Penalty: 4482.498535
	Iteration 17Q: 3 clusters Score -726338.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -726368.750000 Penalty: 4482.498535
	Iteration 18Q: 3 clusters Score -726368.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -726394.375000 Penalty: 4482.498535
	Iteration 19Q: 3 clusters Score -726394.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -726411.062500 Penalty: 4482.498535
	Iteration 20F: 3 clusters Score -726411.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -726438.687500 Penalty: 4482.498535
	Iteration 21Q: 3 clusters Score -726438.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -726475.375000 Penalty: 4482.498535
	Iteration 22Q: 3 clusters Score -726475.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -726508.812500 Penalty: 4482.498535
	Iteration 23Q: 3 clusters Score -726508.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -726544.437500 Penalty: 4482.498535
	Iteration 24Q: 3 clusters Score -726544.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -726570.562500 Penalty: 4482.498535
	Iteration 25Q: 3 clusters Score -726570.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -726589.875000 Penalty: 4482.498535
	Iteration 26Q: 3 clusters Score -726589.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -726603.875000 Penalty: 4482.498535
	Iteration 27Q: 3 clusters Score -726603.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -726620.187500 Penalty: 4482.498535
	Iteration 28Q: 3 clusters Score -726620.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -726641.750000 Penalty: 4482.498535
	Iteration 29Q: 3 clusters Score -726641.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -726661.812500 Penalty: 4482.498535
	Iteration 30Q: 3 clusters Score -726661.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -726675.187500 Penalty: 4482.498535
	Iteration 31Q: 3 clusters Score -726675.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -726686.750000 Penalty: 4482.498535
	Iteration 32Q: 3 clusters Score -726686.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -726694.937500 Penalty: 4482.498535
	Iteration 33Q: 3 clusters Score -726694.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -726708.125000 Penalty: 4482.498535
	Iteration 34Q: 3 clusters Score -726708.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -726722.812500 Penalty: 4482.498535
	Iteration 35Q: 3 clusters Score -726722.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -726732.812500 Penalty: 4482.498535
	Iteration 36Q: 3 clusters Score -726732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -726741.437500 Penalty: 4482.498535
	Iteration 37Q: 3 clusters Score -726741.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -726747.500000 Penalty: 4482.498535
	Iteration 38Q: 3 clusters Score -726747.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -726757.437500 Penalty: 4482.498535
	Iteration 39Q: 3 clusters Score -726757.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -726768.812500 Penalty: 4482.498535
	Iteration 40F: 3 clusters Score -726768.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -726779.187500 Penalty: 4482.498535
	Iteration 41Q: 3 clusters Score -726779.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -726794.625000 Penalty: 4482.498535
	Iteration 42Q: 3 clusters Score -726794.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -726809.875000 Penalty: 4482.498535
	Iteration 43Q: 3 clusters Score -726809.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -726820.875000 Penalty: 4482.498535
	Iteration 44Q: 3 clusters Score -726820.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -726831.812500 Penalty: 4482.498535
	Iteration 45Q: 3 clusters Score -726831.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -726837.875000 Penalty: 4482.498535
	Iteration 46Q: 3 clusters Score -726837.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -726846.312500 Penalty: 4482.498535
	Iteration 47Q: 3 clusters Score -726846.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -726853.812500 Penalty: 4482.498535
	Iteration 48Q: 3 clusters Score -726853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -726856.250000 Penalty: 4482.498535
	Iteration 49Q: 3 clusters Score -726856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -726859.562500 Penalty: 4482.498535
	Iteration 50Q: 3 clusters Score -726859.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -726863.250000 Penalty: 4482.498535
	Iteration 51Q: 3 clusters Score -726863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -726868.375000 Penalty: 4482.498535
	Iteration 52Q: 3 clusters Score -726868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -726870.750000 Penalty: 4482.498535
	Iteration 53Q: 3 clusters Score -726870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -726871.937500 Penalty: 4482.498535
	Iteration 54Q: 3 clusters Score -726871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -726873.562500 Penalty: 4482.498535
	Iteration 55Q: 3 clusters Score -726873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -726875.437500 Penalty: 4482.498535
	Iteration 56Q: 3 clusters Score -726875.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -726876.875000 Penalty: 4482.498535
	Iteration 57Q: 3 clusters Score -726876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -726875.375000 Penalty: 4482.498535
	Iteration 58Q: 3 clusters Score -726875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -726875.375000 Penalty: 4482.498535
	Iteration 59F: 3 clusters Score -726875.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -161450.078125 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -161450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -158774.093750 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -158774.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159241.203125 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -159241.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -159385.578125 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -159385.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -159486.109375 Penalty: 3787.350342
	Iteration 3Q: 3 clusters Score -159486.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -159573.906250 Penalty: 3787.350342
	Iteration 4Q: 3 clusters Score -159573.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -159638.484375 Penalty: 3787.350342
	Iteration 5Q: 3 clusters Score -159638.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -159677.546875 Penalty: 3787.350342
	Iteration 6Q: 3 clusters Score -159677.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -159717.093750 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -159717.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -159745.406250 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -159745.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -159763.578125 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -159763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159770.093750 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -159770.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -159773.109375 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -159773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159777.031250 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -159777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -159784.500000 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -159784.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -159790.312500 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -159790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -159793.328125 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -159793.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159795.593750 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -159795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159799.734375 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -159799.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -159808.406250 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -159808.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159820.281250 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -159820.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -159827.656250 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -159827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -159834.140625 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -159834.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -159847.046875 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -159847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -159861.328125 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -159861.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159870.265625 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -159870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -159878.656250 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -159878.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -159887.296875 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -159887.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -159899.406250 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -159899.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -159916.093750 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -159916.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -159941.421875 Penalty: 3787.350342
	Iteration 29Q: 3 clusters Score -159941.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -159959.875000 Penalty: 3787.350342
	Iteration 30Q: 3 clusters Score -159959.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -159982.750000 Penalty: 3787.350342
	Iteration 31Q: 3 clusters Score -159982.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -160003.687500 Penalty: 3787.350342
	Iteration 32Q: 3 clusters Score -160003.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -160041.625000 Penalty: 3787.350342
	Iteration 33Q: 3 clusters Score -160041.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -160095.093750 Penalty: 3787.350342
	Iteration 34Q: 3 clusters Score -160095.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -160135.187500 Penalty: 3787.350342
	Iteration 35Q: 3 clusters Score -160135.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -160202.093750 Penalty: 3787.350342
	Iteration 36Q: 3 clusters Score -160202.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -160266.609375 Penalty: 3787.350342
	Iteration 37Q: 3 clusters Score -160266.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -160328.015625 Penalty: 3787.350342
	Iteration 38Q: 3 clusters Score -160328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -160356.968750 Penalty: 3787.350342
	Iteration 39Q: 3 clusters Score -160357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -160389.000000 Penalty: 3787.350342
	Iteration 40F: 3 clusters Score -160389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -160417.375000 Penalty: 3787.350342
	Iteration 41Q: 3 clusters Score -160417.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -160433.937500 Penalty: 3787.350342
	Iteration 42Q: 3 clusters Score -160433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -160442.359375 Penalty: 3787.350342
	Iteration 43Q: 3 clusters Score -160442.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -160450.125000 Penalty: 3787.350342
	Iteration 44Q: 3 clusters Score -160450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -160457.171875 Penalty: 3787.350342
	Iteration 45Q: 3 clusters Score -160457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -160465.046875 Penalty: 3787.350342
	Iteration 46Q: 3 clusters Score -160465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -160466.765625 Penalty: 3787.350342
	Iteration 47Q: 3 clusters Score -160466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -160471.921875 Penalty: 3787.350342
	Iteration 48Q: 3 clusters Score -160471.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -160472.781250 Penalty: 3787.350342
	Iteration 49Q: 3 clusters Score -160472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -160472.781250 Penalty: 3787.350342
	Iteration 50F: 3 clusters Score -160472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -238475.515625 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -238475.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -235170.046875 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -235170 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -235933.921875 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -235933.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -236139.406250 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -236139.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -236261.656250 Penalty: 3981.790039
	Iteration 3F: 3 clusters Score -236261.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -236381.187500 Penalty: 3981.790039
	Iteration 4Q: 3 clusters Score -236381.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -236540.859375 Penalty: 3981.790039
	Iteration 5Q: 3 clusters Score -236540.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -236821.203125 Penalty: 3981.790039
	Iteration 6F: 3 clusters Score -236821.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -237239.109375 Penalty: 3981.790039
	Iteration 7F: 3 clusters Score -237239.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -237626.640625 Penalty: 3981.790039
	Iteration 8F: 3 clusters Score -237626.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -237845.703125 Penalty: 3981.790039
	Iteration 9F: 3 clusters Score -237845.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -237966.968750 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -237967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -238058.187500 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -238058.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -238120.734375 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -238120.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -238187.828125 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -238187.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -238238.750000 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -238238.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -238265.609375 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -238265.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -238279.859375 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -238279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -238286.968750 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -238287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -238293.406250 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -238293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -238296.453125 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -238296.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -238300.171875 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -238300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -238303.546875 Penalty: 3981.790039
	Iteration 21Q: 3 clusters Score -238303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -238309.156250 Penalty: 3981.790039
	Iteration 22Q: 3 clusters Score -238309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -238313.734375 Penalty: 3981.790039
	Iteration 23Q: 3 clusters Score -238313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -238319.078125 Penalty: 3981.790039
	Iteration 24Q: 3 clusters Score -238319.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -238325.546875 Penalty: 3981.790039
	Iteration 25Q: 3 clusters Score -238325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -238329.328125 Penalty: 3981.790039
	Iteration 26Q: 3 clusters Score -238329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -238330.171875 Penalty: 3981.790039
	Iteration 27Q: 3 clusters Score -238330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -238331.546875 Penalty: 3981.790039
	Iteration 28Q: 3 clusters Score -238331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -238331.578125 Penalty: 3981.790039
	Iteration 29Q: 3 clusters Score -238331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -238331.578125 Penalty: 3981.790039
	Iteration 30F: 3 clusters Score -238331.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -1840717.250000 Penalty: 2468.954834
	Iteration 0F: 2 clusters Score -1840717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1825964.625000 Penalty: 4937.909668
	Iteration 0F: 3 clusters Score -1825965 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1830898.125000 Penalty: 4937.909668
	Iteration 1F: 3 clusters Score -1830898 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1831394.375000 Penalty: 4937.909668
	Iteration 2F: 3 clusters Score -1831394 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1831915.875000 Penalty: 4937.909668
	Iteration 3F: 3 clusters Score -1831916 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1832448.250000 Penalty: 4937.909668
	Iteration 4Q: 3 clusters Score -1832448 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1833112.250000 Penalty: 4937.909668
	Iteration 5F: 3 clusters Score -1833112 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1833963.500000 Penalty: 4937.909668
	Iteration 6F: 3 clusters Score -1833964 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1834918.375000 Penalty: 4937.909668
	Iteration 7F: 3 clusters Score -1834918 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1835895.500000 Penalty: 4937.909668
	Iteration 8F: 3 clusters Score -1835896 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1836776.625000 Penalty: 4937.909668
	Iteration 9F: 3 clusters Score -1836777 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1837429.125000 Penalty: 4937.909668
	Iteration 10Q: 3 clusters Score -1837429 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1837858.750000 Penalty: 4937.909668
	Iteration 11Q: 3 clusters Score -1837859 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1838135.750000 Penalty: 4937.909668
	Iteration 12Q: 3 clusters Score -1838136 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1838296.875000 Penalty: 4937.909668
	Iteration 13Q: 3 clusters Score -1838297 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1838392.500000 Penalty: 4937.909668
	Iteration 14Q: 3 clusters Score -1838392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1838475.625000 Penalty: 4937.909668
	Iteration 15Q: 3 clusters Score -1838476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1838520.750000 Penalty: 4937.909668
	Iteration 16Q: 3 clusters Score -1838521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1838539.125000 Penalty: 4937.909668
	Iteration 17Q: 3 clusters Score -1838539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1838552.625000 Penalty: 4937.909668
	Iteration 18Q: 3 clusters Score -1838553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1838558.750000 Penalty: 4937.909668
	Iteration 19Q: 3 clusters Score -1838559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1838563.375000 Penalty: 4937.909668
	Iteration 20F: 3 clusters Score -1838563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1838567.750000 Penalty: 4937.909668
	Iteration 21Q: 3 clusters Score -1838568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1838582.500000 Penalty: 4937.909668
	Iteration 22Q: 3 clusters Score -1838582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1838594.500000 Penalty: 4937.909668
	Iteration 23Q: 3 clusters Score -1838594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1838607.125000 Penalty: 4937.909668
	Iteration 24Q: 3 clusters Score -1838607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1838613.875000 Penalty: 4937.909668
	Iteration 25Q: 3 clusters Score -1838614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1838619.375000 Penalty: 4937.909668
	Iteration 26Q: 3 clusters Score -1838619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1838620.125000 Penalty: 4937.909668
	Iteration 27Q: 3 clusters Score -1838620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1838626.250000 Penalty: 4937.909668
	Iteration 28Q: 3 clusters Score -1838626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1838627.500000 Penalty: 4937.909668
	Iteration 29Q: 3 clusters Score -1838628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1838629.875000 Penalty: 4937.909668
	Iteration 30Q: 3 clusters Score -1838630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1838632.625000 Penalty: 4937.909668
	Iteration 31Q: 3 clusters Score -1838633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1838632.625000 Penalty: 4937.909668
	Iteration 32F: 3 clusters Score -1838633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Entering Unmasked Estep 
Score: -1246455.875000 Penalty: 2375.455322
	Iteration 0F: 2 clusters Score -1246456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1235906.000000 Penalty: 4750.910645
	Iteration 0F: 3 clusters Score -1235906 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1239688.625000 Penalty: 4750.910645
	Iteration 1F: 3 clusters Score -1239689 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1240315.750000 Penalty: 4750.910645
	Iteration 2F: 3 clusters Score -1240316 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1240946.250000 Penalty: 4750.910645
	Iteration 3F: 3 clusters Score -1240946 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1241616.875000 Penalty: 4750.910645
	Iteration 4F: 3 clusters Score -1241617 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1242301.750000 Penalty: 4750.910645
	Iteration 5F: 3 clusters Score -1242302 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1242936.000000 Penalty: 4750.910645
	Iteration 6F: 3 clusters Score -1242936 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1243495.625000 Penalty: 4750.910645
	Iteration 7Q: 3 clusters Score -1243496 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1243945.000000 Penalty: 4750.910645
	Iteration 8Q: 3 clusters Score -1243945 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1244311.125000 Penalty: 4750.910645
	Iteration 9Q: 3 clusters Score -1244311 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1244584.000000 Penalty: 4750.910645
	Iteration 10Q: 3 clusters Score -1244584 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1244785.500000 Penalty: 4750.910645
	Iteration 11Q: 3 clusters Score -1244786 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1244931.250000 Penalty: 4750.910645
	Iteration 12Q: 3 clusters Score -1244931 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1245021.500000 Penalty: 4750.910645
	Iteration 13Q: 3 clusters Score -1245022 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1245061.625000 Penalty: 4750.910645
	Iteration 14Q: 3 clusters Score -1245062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1245087.750000 Penalty: 4750.910645
	Iteration 15Q: 3 clusters Score -1245088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1245122.625000 Penalty: 4750.910645
	Iteration 16Q: 3 clusters Score -1245123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1245153.375000 Penalty: 4750.910645
	Iteration 17Q: 3 clusters Score -1245153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1245184.125000 Penalty: 4750.910645
	Iteration 18Q: 3 clusters Score -1245184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1245211.875000 Penalty: 4750.910645
	Iteration 19Q: 3 clusters Score -1245212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1245236.875000 Penalty: 4750.910645
	Iteration 20F: 3 clusters Score -1245237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1245267.750000 Penalty: 4750.910645
	Iteration 21Q: 3 clusters Score -1245268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1245291.375000 Penalty: 4750.910645
	Iteration 22Q: 3 clusters Score -1245291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1245314.750000 Penalty: 4750.910645
	Iteration 23Q: 3 clusters Score -1245315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1245340.250000 Penalty: 4750.910645
	Iteration 24Q: 3 clusters Score -1245340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1245364.875000 Penalty: 4750.910645
	Iteration 25Q: 3 clusters Score -1245365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1245380.750000 Penalty: 4750.910645
	Iteration 26Q: 3 clusters Score -1245381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1245400.375000 Penalty: 4750.910645
	Iteration 27Q: 3 clusters Score -1245400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1245414.750000 Penalty: 4750.910645
	Iteration 28Q: 3 clusters Score -1245415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1245422.750000 Penalty: 4750.910645
	Iteration 29Q: 3 clusters Score -1245423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1245423.250000 Penalty: 4750.910645
	Iteration 30Q: 3 clusters Score -1245423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1245424.250000 Penalty: 4750.910645
	Iteration 31Q: 3 clusters Score -1245424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1245431.375000 Penalty: 4750.910645
	Iteration 32Q: 3 clusters Score -1245431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1245435.125000 Penalty: 4750.910645
	Iteration 33Q: 3 clusters Score -1245435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1245435.125000 Penalty: 4750.910645
	Iteration 34Q: 3 clusters Score -1245435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1245438.500000 Penalty: 4750.910645
	Iteration 35Q: 3 clusters Score -1245438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1245436.375000 Penalty: 4750.910645
	Iteration 36Q: 3 clusters Score -1245436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1245438.625000 Penalty: 4750.910645
	Iteration 37Q: 3 clusters Score -1245439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1245439.625000 Penalty: 4750.910645
	Iteration 38Q: 3 clusters Score -1245440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1245439.625000 Penalty: 4750.910645
	Iteration 39F: 3 clusters Score -1245440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Entering Unmasked Estep 
Score: -912759.062500 Penalty: 2294.985596
	Iteration 0F: 2 clusters Score -912759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -904784.562500 Penalty: 4589.971191
	Iteration 0F: 3 clusters Score -904784.6 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -907200.687500 Penalty: 4589.971191
	Iteration 1F: 3 clusters Score -907200.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -907619.000000 Penalty: 4589.971191
	Iteration 2F: 3 clusters Score -907619 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -907965.375000 Penalty: 4589.971191
	Iteration 3F: 3 clusters Score -907965.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -908251.687500 Penalty: 4589.971191
	Iteration 4F: 3 clusters Score -908251.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -908529.687500 Penalty: 4589.971191
	Iteration 5Q: 3 clusters Score -908529.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -908790.625000 Penalty: 4589.971191
	Iteration 6Q: 3 clusters Score -908790.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -909029.937500 Penalty: 4589.971191
	Iteration 7Q: 3 clusters Score -909029.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -909245.125000 Penalty: 4589.971191
	Iteration 8Q: 3 clusters Score -909245.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -909441.875000 Penalty: 4589.971191
	Iteration 9Q: 3 clusters Score -909441.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -909614.812500 Penalty: 4589.971191
	Iteration 10Q: 3 clusters Score -909614.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -909767.500000 Penalty: 4589.971191
	Iteration 11Q: 3 clusters Score -909767.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -909891.000000 Penalty: 4589.971191
	Iteration 12Q: 3 clusters Score -909891 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -909996.500000 Penalty: 4589.971191
	Iteration 13Q: 3 clusters Score -909996.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -910072.125000 Penalty: 4589.971191
	Iteration 14Q: 3 clusters Score -910072.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -910134.250000 Penalty: 4589.971191
	Iteration 15Q: 3 clusters Score -910134.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -910188.437500 Penalty: 4589.971191
	Iteration 16Q: 3 clusters Score -910188.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -910234.812500 Penalty: 4589.971191
	Iteration 17Q: 3 clusters Score -910234.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -910285.312500 Penalty: 4589.971191
	Iteration 18Q: 3 clusters Score -910285.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -910322.437500 Penalty: 4589.971191
	Iteration 19Q: 3 clusters Score -910322.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -910352.187500 Penalty: 4589.971191
	Iteration 20F: 3 clusters Score -910352.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -910377.875000 Penalty: 4589.971191
	Iteration 21Q: 3 clusters Score -910377.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -910398.062500 Penalty: 4589.971191
	Iteration 22Q: 3 clusters Score -910398.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -910431.500000 Penalty: 4589.971191
	Iteration 23Q: 3 clusters Score -910431.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -910480.187500 Penalty: 4589.971191
	Iteration 24Q: 3 clusters Score -910480.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -910540.875000 Penalty: 4589.971191
	Iteration 25Q: 3 clusters Score -910540.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -910612.250000 Penalty: 4589.971191
	Iteration 26Q: 3 clusters Score -910612.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -910699.187500 Penalty: 4589.971191
	Iteration 27Q: 3 clusters Score -910699.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -910800.937500 Penalty: 4589.971191
	Iteration 28Q: 3 clusters Score -910800.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -910928.000000 Penalty: 4589.971191
	Iteration 29Q: 3 clusters Score -910928 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -911036.437500 Penalty: 4589.971191
	Iteration 30Q: 3 clusters Score -911036.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -911128.687500 Penalty: 4589.971191
	Iteration 31Q: 3 clusters Score -911128.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -911194.312500 Penalty: 4589.971191
	Iteration 32Q: 3 clusters Score -911194.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -911244.375000 Penalty: 4589.971191
	Iteration 33Q: 3 clusters Score -911244.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -911281.187500 Penalty: 4589.971191
	Iteration 34Q: 3 clusters Score -911281.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -911308.437500 Penalty: 4589.971191
	Iteration 35Q: 3 clusters Score -911308.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -911327.750000 Penalty: 4589.971191
	Iteration 36Q: 3 clusters Score -911327.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -911337.000000 Penalty: 4589.971191
	Iteration 37Q: 3 clusters Score -911337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -911346.312500 Penalty: 4589.971191
	Iteration 38Q: 3 clusters Score -911346.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -911347.437500 Penalty: 4589.971191
	Iteration 39Q: 3 clusters Score -911347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -911351.750000 Penalty: 4589.971191
	Iteration 40F: 3 clusters Score -911351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -911353.062500 Penalty: 4589.971191
	Iteration 41Q: 3 clusters Score -911353.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -911353.562500 Penalty: 4589.971191
	Iteration 42Q: 3 clusters Score -911353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -911353.562500 Penalty: 4589.971191
	Iteration 43F: 3 clusters Score -911353.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Entering Unmasked Estep 
Score: -1242256.375000 Penalty: 2368.793701
	Iteration 0F: 2 clusters Score -1242256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1231993.750000 Penalty: 4737.587402
	Iteration 0F: 3 clusters Score -1231994 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1235183.250000 Penalty: 4737.587402
	Iteration 1F: 3 clusters Score -1235183 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1235476.750000 Penalty: 4737.587402
	Iteration 2F: 3 clusters Score -1235477 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1235682.125000 Penalty: 4737.587402
	Iteration 3Q: 3 clusters Score -1235682 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1235863.125000 Penalty: 4737.587402
	Iteration 4Q: 3 clusters Score -1235863 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1236040.625000 Penalty: 4737.587402
	Iteration 5Q: 3 clusters Score -1236041 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1236238.750000 Penalty: 4737.587402
	Iteration 6Q: 3 clusters Score -1236239 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1236505.000000 Penalty: 4737.587402
	Iteration 7Q: 3 clusters Score -1236505 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1236847.250000 Penalty: 4737.587402
	Iteration 8Q: 3 clusters Score -1236847 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1237311.000000 Penalty: 4737.587402
	Iteration 9F: 3 clusters Score -1237311 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1237878.500000 Penalty: 4737.587402
	Iteration 10F: 3 clusters Score -1237878 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1238538.875000 Penalty: 4737.587402
	Iteration 11F: 3 clusters Score -1238539 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1239142.625000 Penalty: 4737.587402
	Iteration 12Q: 3 clusters Score -1239143 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1239535.625000 Penalty: 4737.587402
	Iteration 13Q: 3 clusters Score -1239536 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1239793.500000 Penalty: 4737.587402
	Iteration 14Q: 3 clusters Score -1239794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1239953.125000 Penalty: 4737.587402
	Iteration 15Q: 3 clusters Score -1239953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1240035.000000 Penalty: 4737.587402
	Iteration 16Q: 3 clusters Score -1240035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1240085.875000 Penalty: 4737.587402
	Iteration 17Q: 3 clusters Score -1240086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1240128.000000 Penalty: 4737.587402
	Iteration 18Q: 3 clusters Score -1240128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1240145.625000 Penalty: 4737.587402
	Iteration 19Q: 3 clusters Score -1240146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1240156.125000 Penalty: 4737.587402
	Iteration 20F: 3 clusters Score -1240156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1240162.250000 Penalty: 4737.587402
	Iteration 21Q: 3 clusters Score -1240162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1240165.750000 Penalty: 4737.587402
	Iteration 22Q: 3 clusters Score -1240166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1240167.625000 Penalty: 4737.587402
	Iteration 23Q: 3 clusters Score -1240168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1240167.625000 Penalty: 4737.587402
	Iteration 24F: 3 clusters Score -1240168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Entering Unmasked Estep 
Score: -1102482.875000 Penalty: 2349.020752
	Iteration 0F: 2 clusters Score -1102483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1092830.000000 Penalty: 4698.041504
	Iteration 0F: 3 clusters Score -1092830 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1095765.500000 Penalty: 4698.041504
	Iteration 1F: 3 clusters Score -1095766 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1096094.750000 Penalty: 4698.041504
	Iteration 2F: 3 clusters Score -1096095 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1096330.750000 Penalty: 4698.041504
	Iteration 3Q: 3 clusters Score -1096331 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1096516.875000 Penalty: 4698.041504
	Iteration 4Q: 3 clusters Score -1096517 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1096660.000000 Penalty: 4698.041504
	Iteration 5Q: 3 clusters Score -1096660 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1096785.000000 Penalty: 4698.041504
	Iteration 6Q: 3 clusters Score -1096785 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1096904.250000 Penalty: 4698.041504
	Iteration 7Q: 3 clusters Score -1096904 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1097029.375000 Penalty: 4698.041504
	Iteration 8Q: 3 clusters Score -1097029 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1097158.875000 Penalty: 4698.041504
	Iteration 9Q: 3 clusters Score -1097159 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1097330.875000 Penalty: 4698.041504
	Iteration 10Q: 3 clusters Score -1097331 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1097529.000000 Penalty: 4698.041504
	Iteration 11Q: 3 clusters Score -1097529 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1097765.750000 Penalty: 4698.041504
	Iteration 12Q: 3 clusters Score -1097766 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1098061.500000 Penalty: 4698.041504
	Iteration 13Q: 3 clusters Score -1098062 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1098390.250000 Penalty: 4698.041504
	Iteration 14Q: 3 clusters Score -1098390 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1098756.875000 Penalty: 4698.041504
	Iteration 15Q: 3 clusters Score -1098757 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1099124.625000 Penalty: 4698.041504
	Iteration 16Q: 3 clusters Score -1099125 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1099436.875000 Penalty: 4698.041504
	Iteration 17Q: 3 clusters Score -1099437 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1099715.875000 Penalty: 4698.041504
	Iteration 18Q: 3 clusters Score -1099716 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1099916.625000 Penalty: 4698.041504
	Iteration 19Q: 3 clusters Score -1099917 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1100045.750000 Penalty: 4698.041504
	Iteration 20F: 3 clusters Score -1100046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1100148.250000 Penalty: 4698.041504
	Iteration 21Q: 3 clusters Score -1100148 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1100224.125000 Penalty: 4698.041504
	Iteration 22Q: 3 clusters Score -1100224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1100286.000000 Penalty: 4698.041504
	Iteration 23Q: 3 clusters Score -1100286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1100328.250000 Penalty: 4698.041504
	Iteration 24Q: 3 clusters Score -1100328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1100357.625000 Penalty: 4698.041504
	Iteration 25Q: 3 clusters Score -1100358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1100386.500000 Penalty: 4698.041504
	Iteration 26Q: 3 clusters Score -1100386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1100399.750000 Penalty: 4698.041504
	Iteration 27Q: 3 clusters Score -1100400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1100412.375000 Penalty: 4698.041504
	Iteration 28Q: 3 clusters Score -1100412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1100425.250000 Penalty: 4698.041504
	Iteration 29Q: 3 clusters Score -1100425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1100435.000000 Penalty: 4698.041504
	Iteration 30Q: 3 clusters Score -1100435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1100442.250000 Penalty: 4698.041504
	Iteration 31Q: 3 clusters Score -1100442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1100453.500000 Penalty: 4698.041504
	Iteration 32Q: 3 clusters Score -1100454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1100467.625000 Penalty: 4698.041504
	Iteration 33Q: 3 clusters Score -1100468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1100476.000000 Penalty: 4698.041504
	Iteration 34Q: 3 clusters Score -1100476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1100482.875000 Penalty: 4698.041504
	Iteration 35Q: 3 clusters Score -1100483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1100488.750000 Penalty: 4698.041504
	Iteration 36Q: 3 clusters Score -1100489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1100494.500000 Penalty: 4698.041504
	Iteration 37Q: 3 clusters Score -1100494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1100499.375000 Penalty: 4698.041504
	Iteration 38Q: 3 clusters Score -1100499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1100509.125000 Penalty: 4698.041504
	Iteration 39Q: 3 clusters Score -1100509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1100514.375000 Penalty: 4698.041504
	Iteration 40F: 3 clusters Score -1100514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1100520.875000 Penalty: 4698.041504
	Iteration 41Q: 3 clusters Score -1100521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1100523.250000 Penalty: 4698.041504
	Iteration 42Q: 3 clusters Score -1100523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1100524.250000 Penalty: 4698.041504
	Iteration 43Q: 3 clusters Score -1100524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1100525.875000 Penalty: 4698.041504
	Iteration 44Q: 3 clusters Score -1100526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1100527.875000 Penalty: 4698.041504
	Iteration 45Q: 3 clusters Score -1100528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1100531.125000 Penalty: 4698.041504
	Iteration 46Q: 3 clusters Score -1100531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1100533.875000 Penalty: 4698.041504
	Iteration 47Q: 3 clusters Score -1100534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1100535.750000 Penalty: 4698.041504
	Iteration 48Q: 3 clusters Score -1100536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1100538.750000 Penalty: 4698.041504
	Iteration 49Q: 3 clusters Score -1100539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1100540.750000 Penalty: 4698.041504
	Iteration 50Q: 3 clusters Score -1100541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1100540.750000 Penalty: 4698.041504
	Iteration 51F: 3 clusters Score -1100541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Entering Unmasked Estep 
Score: -588056.687500 Penalty: 2204.992432
	Iteration 0F: 2 clusters Score -588056.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -582087.250000 Penalty: 4409.984863
	Iteration 0F: 3 clusters Score -582087.2 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -583755.000000 Penalty: 4409.984863
	Iteration 1F: 3 clusters Score -583755 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -584016.250000 Penalty: 4409.984863
	Iteration 2F: 3 clusters Score -584016.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -584203.062500 Penalty: 4409.984863
	Iteration 3Q: 3 clusters Score -584203.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -584348.562500 Penalty: 4409.984863
	Iteration 4Q: 3 clusters Score -584348.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -584481.187500 Penalty: 4409.984863
	Iteration 5Q: 3 clusters Score -584481.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -584611.375000 Penalty: 4409.984863
	Iteration 6Q: 3 clusters Score -584611.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -584744.625000 Penalty: 4409.984863
	Iteration 7Q: 3 clusters Score -584744.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -584885.875000 Penalty: 4409.984863
	Iteration 8Q: 3 clusters Score -584885.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -585073.625000 Penalty: 4409.984863
	Iteration 9Q: 3 clusters Score -585073.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -585253.812500 Penalty: 4409.984863
	Iteration 10Q: 3 clusters Score -585253.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -585391.187500 Penalty: 4409.984863
	Iteration 11Q: 3 clusters Score -585391.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -585519.125000 Penalty: 4409.984863
	Iteration 12Q: 3 clusters Score -585519.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -585654.500000 Penalty: 4409.984863
	Iteration 13Q: 3 clusters Score -585654.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -585777.750000 Penalty: 4409.984863
	Iteration 14Q: 3 clusters Score -585777.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -585889.562500 Penalty: 4409.984863
	Iteration 15Q: 3 clusters Score -585889.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -586004.312500 Penalty: 4409.984863
	Iteration 16Q: 3 clusters Score -586004.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -586104.812500 Penalty: 4409.984863
	Iteration 17Q: 3 clusters Score -586104.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -586196.437500 Penalty: 4409.984863
	Iteration 18Q: 3 clusters Score -586196.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -586268.937500 Penalty: 4409.984863
	Iteration 19Q: 3 clusters Score -586268.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -586310.312500 Penalty: 4409.984863
	Iteration 20F: 3 clusters Score -586310.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -586342.250000 Penalty: 4409.984863
	Iteration 21Q: 3 clusters Score -586342.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -586363.187500 Penalty: 4409.984863
	Iteration 22Q: 3 clusters Score -586363.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -586375.625000 Penalty: 4409.984863
	Iteration 23Q: 3 clusters Score -586375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -586382.812500 Penalty: 4409.984863
	Iteration 24Q: 3 clusters Score -586382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -586386.875000 Penalty: 4409.984863
	Iteration 25Q: 3 clusters Score -586386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -586390.437500 Penalty: 4409.984863
	Iteration 26Q: 3 clusters Score -586390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -586391.750000 Penalty: 4409.984863
	Iteration 27Q: 3 clusters Score -586391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -586391.500000 Penalty: 4409.984863
	Iteration 28Q: 3 clusters Score -586391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -586392.750000 Penalty: 4409.984863
	Iteration 29Q: 3 clusters Score -586392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -586392.687500 Penalty: 4409.984863
	Iteration 30Q: 3 clusters Score -586392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -586393.437500 Penalty: 4409.984863
	Iteration 31Q: 3 clusters Score -586393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -586393.437500 Penalty: 4409.984863
	Iteration 32F: 3 clusters Score -586393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -279506.875000 Penalty: 2013.979736
	Iteration 0F: 2 clusters Score -279506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -276019.625000 Penalty: 4027.959473
	Iteration 0F: 3 clusters Score -276019.6 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -276734.281250 Penalty: 4027.959473
	Iteration 1F: 3 clusters Score -276734.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -276924.250000 Penalty: 4027.959473
	Iteration 2F: 3 clusters Score -276924.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -277083.593750 Penalty: 4027.959473
	Iteration 3F: 3 clusters Score -277083.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -277325.062500 Penalty: 4027.959473
	Iteration 4F: 3 clusters Score -277325.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -277798.187500 Penalty: 4027.959473
	Iteration 5F: 3 clusters Score -277798.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -278408.843750 Penalty: 4027.959473
	Iteration 6F: 3 clusters Score -278408.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -279053.281250 Penalty: 4027.959473
	Iteration 7F: 3 clusters Score -279053.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -279497.718750 Penalty: 4027.959473
	Iteration 8F: 3 clusters Score -279497.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -279814.812500 Penalty: 4027.959473
	Iteration 9F: 3 clusters Score -279814.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -280014.906250 Penalty: 4027.959473
	Iteration 10Q: 3 clusters Score -280014.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -280144.593750 Penalty: 4027.959473
	Iteration 11Q: 3 clusters Score -280144.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -280230.500000 Penalty: 4027.959473
	Iteration 12Q: 3 clusters Score -280230.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -280339.656250 Penalty: 4027.959473
	Iteration 13Q: 3 clusters Score -280339.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -280386.031250 Penalty: 4027.959473
	Iteration 14Q: 3 clusters Score -280386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -280393.312500 Penalty: 4027.959473
	Iteration 15Q: 3 clusters Score -280393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -280395.281250 Penalty: 4027.959473
	Iteration 16Q: 3 clusters Score -280395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280397.312500 Penalty: 4027.959473
	Iteration 17Q: 3 clusters Score -280397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280397.312500 Penalty: 4027.959473
	Iteration 18F: 3 clusters Score -280397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412880 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329173 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33373 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 14067 members 
Mstep: Class 33 contains 12989 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 947 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6693 members 
Mstep: Class 39 contains 3149 members 
Mstep: Class 40 contains 2417 members 
Entering Unmasked Estep 
Score: -113006456.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113007176.000000 to -113006456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -258647.609375 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -258647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -255351.578125 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -255351.6 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -256059.546875 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -256059.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -256238.687500 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -256238.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -256358.437500 Penalty: 3984.211914
	Iteration 3F: 3 clusters Score -256358.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -256467.218750 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -256467.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -256562.015625 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -256562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -256643.796875 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -256643.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -256721.968750 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -256722 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -256808.312500 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -256808.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -256895.218750 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -256895.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -256983.093750 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -256983.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -257055.031250 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -257055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -257126.953125 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -257127 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -257204.453125 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -257204.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -257276.328125 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -257276.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -257328.640625 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -257328.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -257356.328125 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -257356.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -257371.843750 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -257371.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -257382.890625 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -257382.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -257393.203125 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -257393.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -257403.500000 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -257403.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -257410.500000 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -257410.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -257420.281250 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -257420.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -257428.281250 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -257428.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -257433.656250 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -257433.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -257443.187500 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -257443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -257450.343750 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -257450.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -257457.015625 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -257457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -257462.812500 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -257462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -257469.812500 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -257469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -257473.484375 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -257473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -257475.390625 Penalty: 3984.211914
	Iteration 31Q: 3 clusters Score -257475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -257479.671875 Penalty: 3984.211914
	Iteration 32Q: 3 clusters Score -257479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -257480.687500 Penalty: 3984.211914
	Iteration 33Q: 3 clusters Score -257480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -257480.750000 Penalty: 3984.211914
	Iteration 34Q: 3 clusters Score -257480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -257480.750000 Penalty: 3984.211914
	Iteration 35F: 3 clusters Score -257480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70559.609375 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70559.61 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -70881.687500 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70881.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70963.664062 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -70963.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71045.921875 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -71045.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71121.093750 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -71121.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71203.734375 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -71203.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71287.921875 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -71287.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71360.648438 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -71360.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71527.375000 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -71527.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71721.750000 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -71721.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71834.703125 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -71834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -71917.687500 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -71917.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71988.562500 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -71988.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -72016.929688 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -72016.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72034.250000 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -72034.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72042.750000 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -72042.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72055.609375 Penalty: 3376.187500
	Iteration 16F: 3 clusters Score -72055.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72095.601562 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -72095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72158.421875 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -72158.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72174.453125 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -72174.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -72185.156250 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -72185.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72192.140625 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -72192.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72194.632812 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -72194.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72194.632812 Penalty: 3376.187500
	Iteration 23F: 3 clusters Score -72194.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Entering Unmasked Estep 
Score: -563975.812500 Penalty: 2184.586914
	Iteration 0F: 2 clusters Score -563975.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -558398.000000 Penalty: 4369.173828
	Iteration 0F: 3 clusters Score -558398 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -559982.625000 Penalty: 4369.173828
	Iteration 1F: 3 clusters Score -559982.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -560350.062500 Penalty: 4369.173828
	Iteration 2F: 3 clusters Score -560350.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -560664.062500 Penalty: 4369.173828
	Iteration 3F: 3 clusters Score -560664.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -560970.187500 Penalty: 4369.173828
	Iteration 4F: 3 clusters Score -560970.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -561224.562500 Penalty: 4369.173828
	Iteration 5F: 3 clusters Score -561224.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -561420.687500 Penalty: 4369.173828
	Iteration 6Q: 3 clusters Score -561420.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -561597.187500 Penalty: 4369.173828
	Iteration 7Q: 3 clusters Score -561597.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -561746.187500 Penalty: 4369.173828
	Iteration 8Q: 3 clusters Score -561746.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -561890.312500 Penalty: 4369.173828
	Iteration 9Q: 3 clusters Score -561890.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -562006.625000 Penalty: 4369.173828
	Iteration 10Q: 3 clusters Score -562006.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -562102.000000 Penalty: 4369.173828
	Iteration 11Q: 3 clusters Score -562102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -562171.500000 Penalty: 4369.173828
	Iteration 12Q: 3 clusters Score -562171.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -562223.500000 Penalty: 4369.173828
	Iteration 13Q: 3 clusters Score -562223.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -562266.125000 Penalty: 4369.173828
	Iteration 14Q: 3 clusters Score -562266.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -562296.687500 Penalty: 4369.173828
	Iteration 15Q: 3 clusters Score -562296.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -562326.187500 Penalty: 4369.173828
	Iteration 16Q: 3 clusters Score -562326.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -562371.125000 Penalty: 4369.173828
	Iteration 17Q: 3 clusters Score -562371.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -562427.812500 Penalty: 4369.173828
	Iteration 18Q: 3 clusters Score -562427.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -562480.500000 Penalty: 4369.173828
	Iteration 19Q: 3 clusters Score -562480.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -562542.625000 Penalty: 4369.173828
	Iteration 20F: 3 clusters Score -562542.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -562603.312500 Penalty: 4369.173828
	Iteration 21Q: 3 clusters Score -562603.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -562675.500000 Penalty: 4369.173828
	Iteration 22Q: 3 clusters Score -562675.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -562752.687500 Penalty: 4369.173828
	Iteration 23Q: 3 clusters Score -562752.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -562819.437500 Penalty: 4369.173828
	Iteration 24Q: 3 clusters Score -562819.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -562890.937500 Penalty: 4369.173828
	Iteration 25Q: 3 clusters Score -562890.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -562948.250000 Penalty: 4369.173828
	Iteration 26Q: 3 clusters Score -562948.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -562995.562500 Penalty: 4369.173828
	Iteration 27Q: 3 clusters Score -562995.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -563026.312500 Penalty: 4369.173828
	Iteration 28Q: 3 clusters Score -563026.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -563043.125000 Penalty: 4369.173828
	Iteration 29Q: 3 clusters Score -563043.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -563064.250000 Penalty: 4369.173828
	Iteration 30Q: 3 clusters Score -563064.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -563074.750000 Penalty: 4369.173828
	Iteration 31Q: 3 clusters Score -563074.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -563080.625000 Penalty: 4369.173828
	Iteration 32Q: 3 clusters Score -563080.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -563084.625000 Penalty: 4369.173828
	Iteration 33Q: 3 clusters Score -563084.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -563088.375000 Penalty: 4369.173828
	Iteration 34Q: 3 clusters Score -563088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -563087.500000 Penalty: 4369.173828
	Iteration 35Q: 3 clusters Score -563087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -563088.500000 Penalty: 4369.173828
	Iteration 36Q: 3 clusters Score -563088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -563090.500000 Penalty: 4369.173828
	Iteration 37Q: 3 clusters Score -563090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -563091.375000 Penalty: 4369.173828
	Iteration 38Q: 3 clusters Score -563091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -563092.125000 Penalty: 4369.173828
	Iteration 39Q: 3 clusters Score -563092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -563093.562500 Penalty: 4369.173828
	Iteration 40F: 3 clusters Score -563093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -563092.687500 Penalty: 4369.173828
	Iteration 41Q: 3 clusters Score -563092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -563093.875000 Penalty: 4369.173828
	Iteration 42Q: 3 clusters Score -563093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -563097.000000 Penalty: 4369.173828
	Iteration 43Q: 3 clusters Score -563097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -563096.812500 Penalty: 4369.173828
	Iteration 44Q: 3 clusters Score -563096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -563097.562500 Penalty: 4369.173828
	Iteration 45Q: 3 clusters Score -563097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -563097.000000 Penalty: 4369.173828
	Iteration 46Q: 3 clusters Score -563097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -563097.000000 Penalty: 4369.173828
	Iteration 47F: 3 clusters Score -563097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Entering Unmasked Estep 
Score: -262233.000000 Penalty: 1997.600342
	Iteration 0F: 2 clusters Score -262233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -258887.921875 Penalty: 3995.200684
	Iteration 0F: 3 clusters Score -258887.9 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -259606.843750 Penalty: 3995.200684
	Iteration 1F: 3 clusters Score -259606.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -259774.156250 Penalty: 3995.200684
	Iteration 2F: 3 clusters Score -259774.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -259890.015625 Penalty: 3995.200684
	Iteration 3F: 3 clusters Score -259890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -259945.703125 Penalty: 3995.200684
	Iteration 4Q: 3 clusters Score -259945.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -259992.609375 Penalty: 3995.200684
	Iteration 5Q: 3 clusters Score -259992.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -260029.390625 Penalty: 3995.200684
	Iteration 6Q: 3 clusters Score -260029.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -260065.171875 Penalty: 3995.200684
	Iteration 7Q: 3 clusters Score -260065.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -260107.625000 Penalty: 3995.200684
	Iteration 8Q: 3 clusters Score -260107.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -260163.656250 Penalty: 3995.200684
	Iteration 9Q: 3 clusters Score -260163.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -260237.718750 Penalty: 3995.200684
	Iteration 10Q: 3 clusters Score -260237.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -260331.250000 Penalty: 3995.200684
	Iteration 11Q: 3 clusters Score -260331.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -260470.625000 Penalty: 3995.200684
	Iteration 12Q: 3 clusters Score -260470.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -260619.796875 Penalty: 3995.200684
	Iteration 13Q: 3 clusters Score -260619.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -260737.203125 Penalty: 3995.200684
	Iteration 14Q: 3 clusters Score -260737.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -260824.687500 Penalty: 3995.200684
	Iteration 15Q: 3 clusters Score -260824.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -260872.500000 Penalty: 3995.200684
	Iteration 16Q: 3 clusters Score -260872.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -260920.328125 Penalty: 3995.200684
	Iteration 17Q: 3 clusters Score -260920.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -260958.171875 Penalty: 3995.200684
	Iteration 18Q: 3 clusters Score -260958.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -260988.578125 Penalty: 3995.200684
	Iteration 19Q: 3 clusters Score -260988.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -261009.796875 Penalty: 3995.200684
	Iteration 20F: 3 clusters Score -261009.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -261029.781250 Penalty: 3995.200684
	Iteration 21Q: 3 clusters Score -261029.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -261053.531250 Penalty: 3995.200684
	Iteration 22Q: 3 clusters Score -261053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -261068.906250 Penalty: 3995.200684
	Iteration 23Q: 3 clusters Score -261068.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -261083.296875 Penalty: 3995.200684
	Iteration 24Q: 3 clusters Score -261083.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -261095.281250 Penalty: 3995.200684
	Iteration 25Q: 3 clusters Score -261095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -261100.109375 Penalty: 3995.200684
	Iteration 26Q: 3 clusters Score -261100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -261103.093750 Penalty: 3995.200684
	Iteration 27Q: 3 clusters Score -261103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -261104.718750 Penalty: 3995.200684
	Iteration 28Q: 3 clusters Score -261104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -261106.046875 Penalty: 3995.200684
	Iteration 29Q: 3 clusters Score -261106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -261107.984375 Penalty: 3995.200684
	Iteration 30Q: 3 clusters Score -261108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -261108.375000 Penalty: 3995.200684
	Iteration 31Q: 3 clusters Score -261108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -261109.406250 Penalty: 3995.200684
	Iteration 32Q: 3 clusters Score -261109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261110.328125 Penalty: 3995.200684
	Iteration 33Q: 3 clusters Score -261110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -261110.984375 Penalty: 3995.200684
	Iteration 34Q: 3 clusters Score -261111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -261110.984375 Penalty: 3995.200684
	Iteration 35F: 3 clusters Score -261111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412880 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7534 members 
Mstep: Class 17 contains 16859 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329173 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33373 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 14067 members 
Mstep: Class 33 contains 12989 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6693 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007152.000000 Penalty: 136387.296875
Iteration 199Q: 40 clusters Score -1.130072e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14803 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412883 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 16860 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329166 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33370 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 14068 members 
Mstep: Class 33 contains 12991 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6695 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007128.000000 Penalty: 136387.296875
Iteration 200F: 40 clusters Score -1.130071e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 14803 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412890 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329158 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33366 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10434 members 
Mstep: Class 32 contains 14068 members 
Mstep: Class 33 contains 12993 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6697 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007040.000000 Penalty: 136387.296875
Iteration 201Q: 40 clusters Score -1.13007e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9870 members 
Mstep: Class 5 contains 12440 members 
Mstep: Class 6 contains 14802 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412893 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 16 contains 7547 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329153 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33361 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10427 members 
Mstep: Class 32 contains 14074 members 
Mstep: Class 33 contains 12993 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6700 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007104.000000 Penalty: 136387.296875
Iteration 202Q: 40 clusters Score -1.130071e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14801 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412895 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7552 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329147 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33358 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 14078 members 
Mstep: Class 33 contains 12994 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007056.000000 Penalty: 136387.296875
Iteration 203Q: 40 clusters Score -1.130071e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101624 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14799 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412896 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7557 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329142 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33357 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10410 members 
Mstep: Class 32 contains 14088 members 
Mstep: Class 33 contains 12995 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007080.000000 Penalty: 136387.296875
Iteration 204Q: 40 clusters Score -1.130071e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101624 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14798 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28963 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329135 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33356 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 14095 members 
Mstep: Class 33 contains 12996 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007000.000000 Penalty: 136387.296875
Iteration 205Q: 40 clusters Score -1.13007e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101623 members 
Mstep: Class 4 contains 9863 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 14797 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28963 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329130 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33356 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 14105 members 
Mstep: Class 33 contains 12997 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3364 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007104.000000 Penalty: 136387.296875
Iteration 206Q: 40 clusters Score -1.130071e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101623 members 
Mstep: Class 4 contains 9862 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14795 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5783 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28963 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329123 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33356 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10388 members 
Mstep: Class 32 contains 14112 members 
Mstep: Class 33 contains 12997 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3365 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007200.000000 Penalty: 136387.296875
Iteration 207Q: 40 clusters Score -1.130072e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101622 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14792 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7563 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 28966 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329127 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33354 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10382 members 
Mstep: Class 32 contains 14119 members 
Mstep: Class 33 contains 12995 members 
Mstep: Class 34 contains 7268 members 
Mstep: Class 35 contains 3366 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007136.000000 Penalty: 136387.296875
Iteration 208Q: 40 clusters Score -1.130071e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101621 members 
Mstep: Class 4 contains 9855 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14792 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 7564 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5624 members 
Mstep: Class 20 contains 28965 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329127 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33352 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10383 members 
Mstep: Class 32 contains 14123 members 
Mstep: Class 33 contains 12993 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3369 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007144.000000 Penalty: 136387.296875
Iteration 209Q: 40 clusters Score -1.130071e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101619 members 
Mstep: Class 4 contains 9853 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14793 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5623 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329126 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33350 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10380 members 
Mstep: Class 32 contains 14132 members 
Mstep: Class 33 contains 12992 members 
Mstep: Class 34 contains 7271 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007208.000000 Penalty: 136387.296875
Iteration 210Q: 40 clusters Score -1.130072e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101619 members 
Mstep: Class 4 contains 9851 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 14794 members 
Mstep: Class 7 contains 7219 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4919 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5786 members 
Mstep: Class 16 contains 7566 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5621 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329125 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33351 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10380 members 
Mstep: Class 32 contains 14135 members 
Mstep: Class 33 contains 12992 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007152.000000 Penalty: 136387.296875
Iteration 211Q: 40 clusters Score -1.130072e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101619 members 
Mstep: Class 4 contains 9847 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14796 members 
Mstep: Class 7 contains 7218 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5787 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5618 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329124 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33350 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3066 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10379 members 
Mstep: Class 32 contains 14139 members 
Mstep: Class 33 contains 12992 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 212Q: 40 clusters Score -1.130072e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101619 members 
Mstep: Class 4 contains 9846 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 7217 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5788 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5614 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329123 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33350 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10379 members 
Mstep: Class 32 contains 14139 members 
Mstep: Class 33 contains 12992 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 213Q: 40 clusters Score -1.130072e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9844 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14803 members 
Mstep: Class 7 contains 7217 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5612 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329122 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33351 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14451 members 
Mstep: Class 31 contains 10378 members 
Mstep: Class 32 contains 14142 members 
Mstep: Class 33 contains 12993 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 214Q: 40 clusters Score -1.130072e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9841 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14804 members 
Mstep: Class 7 contains 7217 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5609 members 
Mstep: Class 20 contains 28963 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329123 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33351 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10377 members 
Mstep: Class 32 contains 14144 members 
Mstep: Class 33 contains 12994 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007136.000000 Penalty: 136387.296875
Iteration 215Q: 40 clusters Score -1.130071e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9841 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5606 members 
Mstep: Class 20 contains 28963 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329122 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33351 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10376 members 
Mstep: Class 32 contains 14143 members 
Mstep: Class 33 contains 12995 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007136.000000 Penalty: 136387.296875
Iteration 216Q: 40 clusters Score -1.130071e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9839 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412898 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329122 members 
Mstep: Class 23 contains 26613 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33350 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10372 members 
Mstep: Class 32 contains 14146 members 
Mstep: Class 33 contains 12997 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007160.000000 Penalty: 136387.296875
Iteration 217Q: 40 clusters Score -1.130072e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9841 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14815 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329118 members 
Mstep: Class 23 contains 26612 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33351 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10365 members 
Mstep: Class 32 contains 14149 members 
Mstep: Class 33 contains 12999 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 218Q: 40 clusters Score -1.130072e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14815 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33351 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10365 members 
Mstep: Class 32 contains 14152 members 
Mstep: Class 33 contains 13002 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 219Q: 40 clusters Score -1.130072e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 33352 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14158 members 
Mstep: Class 33 contains 13003 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007208.000000 Penalty: 136387.296875
Iteration 220F: 40 clusters Score -1.130072e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33352 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13005 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 221Q: 40 clusters Score -1.130072e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33352 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13005 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007224.000000 Penalty: 136387.296875
Iteration 222Q: 40 clusters Score -1.130072e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33352 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13006 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007272.000000 Penalty: 136387.296875
Iteration 223Q: 40 clusters Score -1.130073e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33351 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13007 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007240.000000 Penalty: 136387.296875
Iteration 224Q: 40 clusters Score -1.130072e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33350 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13008 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007256.000000 Penalty: 136387.296875
Iteration 225Q: 40 clusters Score -1.130073e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33349 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13008 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007256.000000 Penalty: 136387.296875
Iteration 226Q: 40 clusters Score -1.130073e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33348 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13008 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007288.000000 Penalty: 136387.296875
Iteration 227Q: 40 clusters Score -1.130073e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33347 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13009 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007272.000000 Penalty: 136387.296875
Iteration 228Q: 40 clusters Score -1.130073e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33346 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13011 members 
Mstep: Class 34 contains 7272 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007280.000000 Penalty: 136387.296875
Iteration 229Q: 40 clusters Score -1.130073e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33346 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14155 members 
Mstep: Class 33 contains 13010 members 
Mstep: Class 34 contains 7273 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007312.000000 Penalty: 136387.296875
Iteration 230Q: 40 clusters Score -1.130073e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5861 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33347 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13010 members 
Mstep: Class 34 contains 7275 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007336.000000 Penalty: 136387.296875
Iteration 231Q: 40 clusters Score -1.130073e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7215 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5865 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33346 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13011 members 
Mstep: Class 34 contains 7275 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007360.000000 Penalty: 136387.296875
Iteration 232Q: 40 clusters Score -1.130074e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5868 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33346 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7275 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007336.000000 Penalty: 136387.296875
Iteration 233Q: 40 clusters Score -1.130073e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7212 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5869 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33346 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7275 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007352.000000 Penalty: 136387.296875
Iteration 234Q: 40 clusters Score -1.130074e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7209 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5873 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26610 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33344 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7275 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007288.000000 Penalty: 136387.296875
Iteration 235Q: 40 clusters Score -1.130073e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26609 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33344 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7274 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007288.000000 Penalty: 136387.296875
Iteration 236Q: 40 clusters Score -1.130073e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5878 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26608 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33345 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7272 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 237Q: 40 clusters Score -1.130072e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5882 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26605 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33345 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7270 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 238Q: 40 clusters Score -1.130072e+08 nChanged 12
Entering ConstructFrom: 
Score: -113007232.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (59239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Entering Unmasked Estep 
Score: -5268671.000000 Penalty: 2725.354980
	Iteration 0F: 2 clusters Score -5268671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -5228699.000000 Penalty: 5450.709961
	Iteration 0F: 3 clusters Score -5228699 nChanged 27784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5244349.500000 Penalty: 5450.709961
	Iteration 1F: 3 clusters Score -5244350 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5245042.000000 Penalty: 5450.709961
	Iteration 2Q: 3 clusters Score -5245042 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -5245763.500000 Penalty: 5450.709961
	Iteration 3Q: 3 clusters Score -5245764 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -5246510.000000 Penalty: 5450.709961
	Iteration 4Q: 3 clusters Score -5246510 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5247648.000000 Penalty: 5450.709961
	Iteration 5Q: 3 clusters Score -5247648 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5249370.500000 Penalty: 5450.709961
	Iteration 6F: 3 clusters Score -5249370 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -5251871.500000 Penalty: 5450.709961
	Iteration 7F: 3 clusters Score -5251872 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -5255146.000000 Penalty: 5450.709961
	Iteration 8F: 3 clusters Score -5255146 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -5258615.000000 Penalty: 5450.709961
	Iteration 9F: 3 clusters Score -5258615 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5261568.000000 Penalty: 5450.709961
	Iteration 10F: 3 clusters Score -5261568 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5263507.000000 Penalty: 5450.709961
	Iteration 11Q: 3 clusters Score -5263507 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5264698.500000 Penalty: 5450.709961
	Iteration 12Q: 3 clusters Score -5264698 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5265380.500000 Penalty: 5450.709961
	Iteration 13Q: 3 clusters Score -5265380 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5265781.000000 Penalty: 5450.709961
	Iteration 14Q: 3 clusters Score -5265781 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5265984.500000 Penalty: 5450.709961
	Iteration 15Q: 3 clusters Score -5265984 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5266107.000000 Penalty: 5450.709961
	Iteration 16Q: 3 clusters Score -5266107 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5266201.500000 Penalty: 5450.709961
	Iteration 17Q: 3 clusters Score -5266202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5266237.000000 Penalty: 5450.709961
	Iteration 18Q: 3 clusters Score -5266237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5266266.500000 Penalty: 5450.709961
	Iteration 19Q: 3 clusters Score -5266266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5266294.500000 Penalty: 5450.709961
	Iteration 20F: 3 clusters Score -5266294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5266302.500000 Penalty: 5450.709961
	Iteration 21Q: 3 clusters Score -5266302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5266310.000000 Penalty: 5450.709961
	Iteration 22Q: 3 clusters Score -5266310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5266323.500000 Penalty: 5450.709961
	Iteration 23Q: 3 clusters Score -5266324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5266327.000000 Penalty: 5450.709961
	Iteration 24Q: 3 clusters Score -5266327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5266339.500000 Penalty: 5450.709961
	Iteration 25Q: 3 clusters Score -5266340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5266339.000000 Penalty: 5450.709961
	Iteration 26Q: 3 clusters Score -5266339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5266337.000000 Penalty: 5450.709961
	Iteration 27Q: 3 clusters Score -5266337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5266346.000000 Penalty: 5450.709961
	Iteration 28Q: 3 clusters Score -5266346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5266353.000000 Penalty: 5450.709961
	Iteration 29Q: 3 clusters Score -5266353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5266353.500000 Penalty: 5450.709961
	Iteration 30Q: 3 clusters Score -5266354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5266357.500000 Penalty: 5450.709961
	Iteration 31Q: 3 clusters Score -5266358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5266357.500000 Penalty: 5450.709961
	Iteration 32F: 3 clusters Score -5266358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -451168.281250 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -451168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -445966.312500 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -445966.3 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -447379.187500 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -447379.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -447749.125000 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -447749.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -448073.125000 Penalty: 4322.995117
	Iteration 3F: 3 clusters Score -448073.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -448341.843750 Penalty: 4322.995117
	Iteration 4F: 3 clusters Score -448341.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -448606.968750 Penalty: 4322.995117
	Iteration 5F: 3 clusters Score -448607 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -448857.437500 Penalty: 4322.995117
	Iteration 6Q: 3 clusters Score -448857.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -449109.031250 Penalty: 4322.995117
	Iteration 7Q: 3 clusters Score -449109 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -449308.718750 Penalty: 4322.995117
	Iteration 8Q: 3 clusters Score -449308.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -449487.156250 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -449487.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -449618.656250 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -449618.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -449706.531250 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -449706.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -449777.656250 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -449777.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -449828.343750 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -449828.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -449864.312500 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -449864.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -449887.656250 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -449887.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -449905.125000 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -449905.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -449916.406250 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -449916.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -449926.000000 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -449926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -449936.062500 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -449936.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -449941.343750 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -449941.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -449944.687500 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -449944.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -449946.906250 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -449946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -449949.625000 Penalty: 4322.995117
	Iteration 23Q: 3 clusters Score -449949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -449950.343750 Penalty: 4322.995117
	Iteration 24Q: 3 clusters Score -449950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -449953.937500 Penalty: 4322.995117
	Iteration 25Q: 3 clusters Score -449953.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -449956.687500 Penalty: 4322.995117
	Iteration 26Q: 3 clusters Score -449956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -449959.656250 Penalty: 4322.995117
	Iteration 27Q: 3 clusters Score -449959.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -449961.437500 Penalty: 4322.995117
	Iteration 28Q: 3 clusters Score -449961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -449961.750000 Penalty: 4322.995117
	Iteration 29Q: 3 clusters Score -449961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -449962.437500 Penalty: 4322.995117
	Iteration 30Q: 3 clusters Score -449962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -449962.781250 Penalty: 4322.995117
	Iteration 31Q: 3 clusters Score -449962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -449963.718750 Penalty: 4322.995117
	Iteration 32Q: 3 clusters Score -449963.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -449965.656250 Penalty: 4322.995117
	Iteration 33Q: 3 clusters Score -449965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -449965.281250 Penalty: 4322.995117
	Iteration 34Q: 3 clusters Score -449965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -449966.843750 Penalty: 4322.995117
	Iteration 35Q: 3 clusters Score -449966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -449966.593750 Penalty: 4322.995117
	Iteration 36Q: 3 clusters Score -449966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -449966.718750 Penalty: 4322.995117
	Iteration 37Q: 3 clusters Score -449966.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -449966.718750 Penalty: 4322.995117
	Iteration 38F: 3 clusters Score -449966.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101616 members 
Entering Unmasked Estep 
Score: -8922529.000000 Penalty: 2859.181152
	Iteration 0F: 2 clusters Score -8922529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -8854519.000000 Penalty: 5718.362305
	Iteration 0F: 3 clusters Score -8854519 nChanged 48118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -8881857.000000 Penalty: 5718.362305
	Iteration 1F: 3 clusters Score -8881857 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -8882695.000000 Penalty: 5718.362305
	Iteration 2Q: 3 clusters Score -8882695 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -8884007.000000 Penalty: 5718.362305
	Iteration 3Q: 3 clusters Score -8884007 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -8885780.000000 Penalty: 5718.362305
	Iteration 4Q: 3 clusters Score -8885780 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -8889035.000000 Penalty: 5718.362305
	Iteration 5F: 3 clusters Score -8889035 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -8894404.000000 Penalty: 5718.362305
	Iteration 6F: 3 clusters Score -8894404 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -8901858.000000 Penalty: 5718.362305
	Iteration 7F: 3 clusters Score -8901858 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -8909916.000000 Penalty: 5718.362305
	Iteration 8F: 3 clusters Score -8909916 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -8915705.000000 Penalty: 5718.362305
	Iteration 9F: 3 clusters Score -8915705 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -8918353.000000 Penalty: 5718.362305
	Iteration 10Q: 3 clusters Score -8918353 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -8919375.000000 Penalty: 5718.362305
	Iteration 11Q: 3 clusters Score -8919375 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -8919691.000000 Penalty: 5718.362305
	Iteration 12Q: 3 clusters Score -8919691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -8919825.000000 Penalty: 5718.362305
	Iteration 13Q: 3 clusters Score -8919825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -8919905.000000 Penalty: 5718.362305
	Iteration 14Q: 3 clusters Score -8919905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -8919949.000000 Penalty: 5718.362305
	Iteration 15Q: 3 clusters Score -8919949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -8919968.000000 Penalty: 5718.362305
	Iteration 16Q: 3 clusters Score -8919968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 101353 members 
Entering Unmasked Estep 
Score: -8919968.000000 Penalty: 5718.362305
	Iteration 17Q: 3 clusters Score -8919968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 101350 members 
Entering Unmasked Estep 
Score: -8919971.000000 Penalty: 5718.362305
	Iteration 18Q: 3 clusters Score -8919971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -8919974.000000 Penalty: 5718.362305
	Iteration 19Q: 3 clusters Score -8919974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -8919974.000000 Penalty: 5718.362305
	Iteration 20F: 3 clusters Score -8919974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Entering Unmasked Estep 
Score: -831487.937500 Penalty: 2280.063477
	Iteration 0F: 2 clusters Score -831487.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -824024.812500 Penalty: 4560.126953
	Iteration 0F: 3 clusters Score -824024.8 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -826027.625000 Penalty: 4560.126953
	Iteration 1F: 3 clusters Score -826027.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -826282.062500 Penalty: 4560.126953
	Iteration 2F: 3 clusters Score -826282.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -826476.062500 Penalty: 4560.126953
	Iteration 3Q: 3 clusters Score -826476.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -826636.437500 Penalty: 4560.126953
	Iteration 4Q: 3 clusters Score -826636.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -826790.375000 Penalty: 4560.126953
	Iteration 5Q: 3 clusters Score -826790.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -826966.687500 Penalty: 4560.126953
	Iteration 6Q: 3 clusters Score -826966.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -827216.625000 Penalty: 4560.126953
	Iteration 7Q: 3 clusters Score -827216.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -827532.687500 Penalty: 4560.126953
	Iteration 8Q: 3 clusters Score -827532.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -827905.375000 Penalty: 4560.126953
	Iteration 9Q: 3 clusters Score -827905.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -828285.562500 Penalty: 4560.126953
	Iteration 10Q: 3 clusters Score -828285.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -828657.125000 Penalty: 4560.126953
	Iteration 11Q: 3 clusters Score -828657.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -828937.062500 Penalty: 4560.126953
	Iteration 12Q: 3 clusters Score -828937.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -829188.250000 Penalty: 4560.126953
	Iteration 13Q: 3 clusters Score -829188.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -829366.125000 Penalty: 4560.126953
	Iteration 14Q: 3 clusters Score -829366.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -829481.812500 Penalty: 4560.126953
	Iteration 15Q: 3 clusters Score -829481.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -829575.750000 Penalty: 4560.126953
	Iteration 16Q: 3 clusters Score -829575.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -829646.187500 Penalty: 4560.126953
	Iteration 17Q: 3 clusters Score -829646.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -829706.437500 Penalty: 4560.126953
	Iteration 18Q: 3 clusters Score -829706.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -829772.625000 Penalty: 4560.126953
	Iteration 19Q: 3 clusters Score -829772.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -829834.062500 Penalty: 4560.126953
	Iteration 20F: 3 clusters Score -829834.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -829887.937500 Penalty: 4560.126953
	Iteration 21Q: 3 clusters Score -829887.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -829938.437500 Penalty: 4560.126953
	Iteration 22Q: 3 clusters Score -829938.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -829984.625000 Penalty: 4560.126953
	Iteration 23Q: 3 clusters Score -829984.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -830017.312500 Penalty: 4560.126953
	Iteration 24Q: 3 clusters Score -830017.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -830056.875000 Penalty: 4560.126953
	Iteration 25Q: 3 clusters Score -830056.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -830097.687500 Penalty: 4560.126953
	Iteration 26Q: 3 clusters Score -830097.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -830135.437500 Penalty: 4560.126953
	Iteration 27Q: 3 clusters Score -830135.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -830169.375000 Penalty: 4560.126953
	Iteration 28Q: 3 clusters Score -830169.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -830198.062500 Penalty: 4560.126953
	Iteration 29Q: 3 clusters Score -830198.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -830227.875000 Penalty: 4560.126953
	Iteration 30Q: 3 clusters Score -830227.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -830252.375000 Penalty: 4560.126953
	Iteration 31Q: 3 clusters Score -830252.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -830277.437500 Penalty: 4560.126953
	Iteration 32Q: 3 clusters Score -830277.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -830298.562500 Penalty: 4560.126953
	Iteration 33Q: 3 clusters Score -830298.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -830320.500000 Penalty: 4560.126953
	Iteration 34Q: 3 clusters Score -830320.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -830339.687500 Penalty: 4560.126953
	Iteration 35Q: 3 clusters Score -830339.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -830361.187500 Penalty: 4560.126953
	Iteration 36Q: 3 clusters Score -830361.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -830374.625000 Penalty: 4560.126953
	Iteration 37Q: 3 clusters Score -830374.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -830386.875000 Penalty: 4560.126953
	Iteration 38Q: 3 clusters Score -830386.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -830399.000000 Penalty: 4560.126953
	Iteration 39Q: 3 clusters Score -830399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -830409.875000 Penalty: 4560.126953
	Iteration 40F: 3 clusters Score -830409.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -830423.812500 Penalty: 4560.126953
	Iteration 41Q: 3 clusters Score -830423.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -830433.187500 Penalty: 4560.126953
	Iteration 42Q: 3 clusters Score -830433.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -830454.750000 Penalty: 4560.126953
	Iteration 43Q: 3 clusters Score -830454.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -830477.312500 Penalty: 4560.126953
	Iteration 44Q: 3 clusters Score -830477.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -830502.375000 Penalty: 4560.126953
	Iteration 45Q: 3 clusters Score -830502.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -830523.500000 Penalty: 4560.126953
	Iteration 46Q: 3 clusters Score -830523.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -830541.875000 Penalty: 4560.126953
	Iteration 47Q: 3 clusters Score -830541.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -830559.562500 Penalty: 4560.126953
	Iteration 48Q: 3 clusters Score -830559.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -830581.437500 Penalty: 4560.126953
	Iteration 49Q: 3 clusters Score -830581.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -830599.625000 Penalty: 4560.126953
	Iteration 50Q: 3 clusters Score -830599.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -830614.500000 Penalty: 4560.126953
	Iteration 51Q: 3 clusters Score -830614.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -830629.187500 Penalty: 4560.126953
	Iteration 52Q: 3 clusters Score -830629.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -830653.187500 Penalty: 4560.126953
	Iteration 53Q: 3 clusters Score -830653.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -830676.875000 Penalty: 4560.126953
	Iteration 54Q: 3 clusters Score -830676.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -830699.812500 Penalty: 4560.126953
	Iteration 55Q: 3 clusters Score -830699.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -830711.875000 Penalty: 4560.126953
	Iteration 56Q: 3 clusters Score -830711.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -830725.125000 Penalty: 4560.126953
	Iteration 57Q: 3 clusters Score -830725.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -830739.000000 Penalty: 4560.126953
	Iteration 58Q: 3 clusters Score -830739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -830747.250000 Penalty: 4560.126953
	Iteration 59Q: 3 clusters Score -830747.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -830750.250000 Penalty: 4560.126953
	Iteration 60F: 3 clusters Score -830750.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -830756.625000 Penalty: 4560.126953
	Iteration 61Q: 3 clusters Score -830756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -830757.312500 Penalty: 4560.126953
	Iteration 62Q: 3 clusters Score -830757.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -830762.062500 Penalty: 4560.126953
	Iteration 63Q: 3 clusters Score -830762.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -830768.625000 Penalty: 4560.126953
	Iteration 64Q: 3 clusters Score -830768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -830769.250000 Penalty: 4560.126953
	Iteration 65Q: 3 clusters Score -830769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -830769.625000 Penalty: 4560.126953
	Iteration 66Q: 3 clusters Score -830769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -830771.500000 Penalty: 4560.126953
	Iteration 67Q: 3 clusters Score -830771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -830771.125000 Penalty: 4560.126953
	Iteration 68Q: 3 clusters Score -830771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -830772.312500 Penalty: 4560.126953
	Iteration 69Q: 3 clusters Score -830772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -830772.312500 Penalty: 4560.126953
	Iteration 70F: 3 clusters Score -830772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Entering Unmasked Estep 
Score: -1005308.062500 Penalty: 2338.330811
	Iteration 0F: 2 clusters Score -1005308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -996046.187500 Penalty: 4676.661621
	Iteration 0F: 3 clusters Score -996046.2 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -998965.187500 Penalty: 4676.661621
	Iteration 1F: 3 clusters Score -998965.2 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -999512.750000 Penalty: 4676.661621
	Iteration 2F: 3 clusters Score -999512.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1000085.625000 Penalty: 4676.661621
	Iteration 3F: 3 clusters Score -1000086 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1000633.000000 Penalty: 4676.661621
	Iteration 4F: 3 clusters Score -1000633 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1001180.125000 Penalty: 4676.661621
	Iteration 5F: 3 clusters Score -1001180 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1001743.187500 Penalty: 4676.661621
	Iteration 6F: 3 clusters Score -1001743 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1002161.500000 Penalty: 4676.661621
	Iteration 7F: 3 clusters Score -1002162 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1002480.125000 Penalty: 4676.661621
	Iteration 8Q: 3 clusters Score -1002480 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1002736.187500 Penalty: 4676.661621
	Iteration 9Q: 3 clusters Score -1002736 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1002935.625000 Penalty: 4676.661621
	Iteration 10Q: 3 clusters Score -1002936 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1003069.250000 Penalty: 4676.661621
	Iteration 11Q: 3 clusters Score -1003069 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1003153.000000 Penalty: 4676.661621
	Iteration 12Q: 3 clusters Score -1003153 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1003212.312500 Penalty: 4676.661621
	Iteration 13Q: 3 clusters Score -1003212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1003246.562500 Penalty: 4676.661621
	Iteration 14Q: 3 clusters Score -1003247 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1003275.687500 Penalty: 4676.661621
	Iteration 15Q: 3 clusters Score -1003276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1003295.750000 Penalty: 4676.661621
	Iteration 16Q: 3 clusters Score -1003296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1003307.875000 Penalty: 4676.661621
	Iteration 17Q: 3 clusters Score -1003308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1003319.687500 Penalty: 4676.661621
	Iteration 18Q: 3 clusters Score -1003320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1003328.062500 Penalty: 4676.661621
	Iteration 19Q: 3 clusters Score -1003328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1003332.937500 Penalty: 4676.661621
	Iteration 20F: 3 clusters Score -1003333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1003339.375000 Penalty: 4676.661621
	Iteration 21Q: 3 clusters Score -1003339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1003340.687500 Penalty: 4676.661621
	Iteration 22Q: 3 clusters Score -1003341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1003346.750000 Penalty: 4676.661621
	Iteration 23Q: 3 clusters Score -1003347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1003344.500000 Penalty: 4676.661621
	Iteration 24Q: 3 clusters Score -1003344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1003348.187500 Penalty: 4676.661621
	Iteration 25Q: 3 clusters Score -1003348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1003346.625000 Penalty: 4676.661621
	Iteration 26Q: 3 clusters Score -1003347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1003349.250000 Penalty: 4676.661621
	Iteration 27Q: 3 clusters Score -1003349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1003351.937500 Penalty: 4676.661621
	Iteration 28Q: 3 clusters Score -1003352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1003353.125000 Penalty: 4676.661621
	Iteration 29Q: 3 clusters Score -1003353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1003355.687500 Penalty: 4676.661621
	Iteration 30Q: 3 clusters Score -1003356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1003355.500000 Penalty: 4676.661621
	Iteration 31Q: 3 clusters Score -1003356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1003356.125000 Penalty: 4676.661621
	Iteration 32Q: 3 clusters Score -1003356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1003357.562500 Penalty: 4676.661621
	Iteration 33Q: 3 clusters Score -1003358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1003358.562500 Penalty: 4676.661621
	Iteration 34Q: 3 clusters Score -1003359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1003360.812500 Penalty: 4676.661621
	Iteration 35Q: 3 clusters Score -1003361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1003361.187500 Penalty: 4676.661621
	Iteration 36Q: 3 clusters Score -1003361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1003360.187500 Penalty: 4676.661621
	Iteration 37Q: 3 clusters Score -1003360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1003362.875000 Penalty: 4676.661621
	Iteration 38Q: 3 clusters Score -1003363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1003363.000000 Penalty: 4676.661621
	Iteration 39Q: 3 clusters Score -1003363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1003367.437500 Penalty: 4676.661621
	Iteration 40F: 3 clusters Score -1003367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1003365.812500 Penalty: 4676.661621
	Iteration 41Q: 3 clusters Score -1003366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1003367.562500 Penalty: 4676.661621
	Iteration 42Q: 3 clusters Score -1003368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1003368.437500 Penalty: 4676.661621
	Iteration 43Q: 3 clusters Score -1003368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1003368.312500 Penalty: 4676.661621
	Iteration 44Q: 3 clusters Score -1003368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1003366.125000 Penalty: 4676.661621
	Iteration 45Q: 3 clusters Score -1003366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1003367.312500 Penalty: 4676.661621
	Iteration 46Q: 3 clusters Score -1003367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1003367.312500 Penalty: 4676.661621
	Iteration 47Q: 3 clusters Score -1003367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1003367.312500 Penalty: 4676.661621
	Iteration 48Q: 3 clusters Score -1003367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1003367.687500 Penalty: 4676.661621
	Iteration 49Q: 3 clusters Score -1003368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1003367.687500 Penalty: 4676.661621
	Iteration 50F: 3 clusters Score -1003368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Entering Unmasked Estep 
Score: -1348830.500000 Penalty: 2381.608398
	Iteration 0F: 2 clusters Score -1348830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1338147.625000 Penalty: 4763.216797
	Iteration 0F: 3 clusters Score -1338148 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1341586.250000 Penalty: 4763.216797
	Iteration 1F: 3 clusters Score -1341586 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1342067.625000 Penalty: 4763.216797
	Iteration 2F: 3 clusters Score -1342068 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1342558.125000 Penalty: 4763.216797
	Iteration 3F: 3 clusters Score -1342558 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1343099.125000 Penalty: 4763.216797
	Iteration 4F: 3 clusters Score -1343099 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1343764.125000 Penalty: 4763.216797
	Iteration 5F: 3 clusters Score -1343764 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1344533.250000 Penalty: 4763.216797
	Iteration 6F: 3 clusters Score -1344533 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1345252.500000 Penalty: 4763.216797
	Iteration 7F: 3 clusters Score -1345252 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1345785.000000 Penalty: 4763.216797
	Iteration 8Q: 3 clusters Score -1345785 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1346158.500000 Penalty: 4763.216797
	Iteration 9Q: 3 clusters Score -1346158 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1346387.000000 Penalty: 4763.216797
	Iteration 10Q: 3 clusters Score -1346387 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1346522.125000 Penalty: 4763.216797
	Iteration 11Q: 3 clusters Score -1346522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1346599.375000 Penalty: 4763.216797
	Iteration 12Q: 3 clusters Score -1346599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1346647.625000 Penalty: 4763.216797
	Iteration 13Q: 3 clusters Score -1346648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1346662.750000 Penalty: 4763.216797
	Iteration 14Q: 3 clusters Score -1346663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1346678.500000 Penalty: 4763.216797
	Iteration 15Q: 3 clusters Score -1346678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1346700.125000 Penalty: 4763.216797
	Iteration 16Q: 3 clusters Score -1346700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1346712.125000 Penalty: 4763.216797
	Iteration 17Q: 3 clusters Score -1346712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1346719.000000 Penalty: 4763.216797
	Iteration 18Q: 3 clusters Score -1346719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1346729.125000 Penalty: 4763.216797
	Iteration 19Q: 3 clusters Score -1346729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1346737.625000 Penalty: 4763.216797
	Iteration 20F: 3 clusters Score -1346738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1346746.000000 Penalty: 4763.216797
	Iteration 21Q: 3 clusters Score -1346746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1346753.750000 Penalty: 4763.216797
	Iteration 22Q: 3 clusters Score -1346754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1346753.500000 Penalty: 4763.216797
	Iteration 23Q: 3 clusters Score -1346754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1346753.500000 Penalty: 4763.216797
	Iteration 24F: 3 clusters Score -1346754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -604175.187500 Penalty: 2202.902100
	Iteration 0F: 2 clusters Score -604175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -598281.687500 Penalty: 4405.804199
	Iteration 0F: 3 clusters Score -598281.7 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -599884.062500 Penalty: 4405.804199
	Iteration 1F: 3 clusters Score -599884.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -600162.875000 Penalty: 4405.804199
	Iteration 2F: 3 clusters Score -600162.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -600400.312500 Penalty: 4405.804199
	Iteration 3F: 3 clusters Score -600400.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -600627.687500 Penalty: 4405.804199
	Iteration 4F: 3 clusters Score -600627.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -600810.687500 Penalty: 4405.804199
	Iteration 5Q: 3 clusters Score -600810.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -600959.125000 Penalty: 4405.804199
	Iteration 6Q: 3 clusters Score -600959.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -601107.937500 Penalty: 4405.804199
	Iteration 7Q: 3 clusters Score -601107.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -601251.562500 Penalty: 4405.804199
	Iteration 8Q: 3 clusters Score -601251.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -601374.375000 Penalty: 4405.804199
	Iteration 9Q: 3 clusters Score -601374.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -601493.437500 Penalty: 4405.804199
	Iteration 10Q: 3 clusters Score -601493.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -601588.250000 Penalty: 4405.804199
	Iteration 11Q: 3 clusters Score -601588.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -601659.750000 Penalty: 4405.804199
	Iteration 12Q: 3 clusters Score -601659.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -601730.000000 Penalty: 4405.804199
	Iteration 13Q: 3 clusters Score -601730 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -601802.000000 Penalty: 4405.804199
	Iteration 14Q: 3 clusters Score -601802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -601859.437500 Penalty: 4405.804199
	Iteration 15Q: 3 clusters Score -601859.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -601890.312500 Penalty: 4405.804199
	Iteration 16Q: 3 clusters Score -601890.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -601923.062500 Penalty: 4405.804199
	Iteration 17Q: 3 clusters Score -601923.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -601951.500000 Penalty: 4405.804199
	Iteration 18Q: 3 clusters Score -601951.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -601977.687500 Penalty: 4405.804199
	Iteration 19Q: 3 clusters Score -601977.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -602001.250000 Penalty: 4405.804199
	Iteration 20F: 3 clusters Score -602001.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -602020.250000 Penalty: 4405.804199
	Iteration 21Q: 3 clusters Score -602020.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -602041.500000 Penalty: 4405.804199
	Iteration 22Q: 3 clusters Score -602041.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -602053.312500 Penalty: 4405.804199
	Iteration 23Q: 3 clusters Score -602053.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -602061.937500 Penalty: 4405.804199
	Iteration 24Q: 3 clusters Score -602061.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -602068.312500 Penalty: 4405.804199
	Iteration 25Q: 3 clusters Score -602068.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -602073.250000 Penalty: 4405.804199
	Iteration 26Q: 3 clusters Score -602073.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -602080.312500 Penalty: 4405.804199
	Iteration 27Q: 3 clusters Score -602080.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -602084.125000 Penalty: 4405.804199
	Iteration 28Q: 3 clusters Score -602084.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -602088.937500 Penalty: 4405.804199
	Iteration 29Q: 3 clusters Score -602088.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -602098.000000 Penalty: 4405.804199
	Iteration 30Q: 3 clusters Score -602098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -602109.312500 Penalty: 4405.804199
	Iteration 31Q: 3 clusters Score -602109.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -602116.687500 Penalty: 4405.804199
	Iteration 32Q: 3 clusters Score -602116.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -602122.187500 Penalty: 4405.804199
	Iteration 33Q: 3 clusters Score -602122.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -602126.125000 Penalty: 4405.804199
	Iteration 34Q: 3 clusters Score -602126.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -602131.062500 Penalty: 4405.804199
	Iteration 35Q: 3 clusters Score -602131.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -602133.625000 Penalty: 4405.804199
	Iteration 36Q: 3 clusters Score -602133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -602136.187500 Penalty: 4405.804199
	Iteration 37Q: 3 clusters Score -602136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -602138.187500 Penalty: 4405.804199
	Iteration 38Q: 3 clusters Score -602138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -602144.250000 Penalty: 4405.804199
	Iteration 39Q: 3 clusters Score -602144.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -602149.500000 Penalty: 4405.804199
	Iteration 40F: 3 clusters Score -602149.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -602154.437500 Penalty: 4405.804199
	Iteration 41Q: 3 clusters Score -602154.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -602164.250000 Penalty: 4405.804199
	Iteration 42Q: 3 clusters Score -602164.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -602170.687500 Penalty: 4405.804199
	Iteration 43Q: 3 clusters Score -602170.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -602176.125000 Penalty: 4405.804199
	Iteration 44Q: 3 clusters Score -602176.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -602180.562500 Penalty: 4405.804199
	Iteration 45Q: 3 clusters Score -602180.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -602186.812500 Penalty: 4405.804199
	Iteration 46Q: 3 clusters Score -602186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -602189.437500 Penalty: 4405.804199
	Iteration 47Q: 3 clusters Score -602189.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -602196.000000 Penalty: 4405.804199
	Iteration 48Q: 3 clusters Score -602196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -602200.812500 Penalty: 4405.804199
	Iteration 49Q: 3 clusters Score -602200.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -602207.250000 Penalty: 4405.804199
	Iteration 50Q: 3 clusters Score -602207.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -602214.250000 Penalty: 4405.804199
	Iteration 51Q: 3 clusters Score -602214.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -602222.750000 Penalty: 4405.804199
	Iteration 52Q: 3 clusters Score -602222.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -602230.500000 Penalty: 4405.804199
	Iteration 53Q: 3 clusters Score -602230.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -602237.875000 Penalty: 4405.804199
	Iteration 54Q: 3 clusters Score -602237.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -602248.500000 Penalty: 4405.804199
	Iteration 55Q: 3 clusters Score -602248.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -602257.375000 Penalty: 4405.804199
	Iteration 56Q: 3 clusters Score -602257.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -602266.312500 Penalty: 4405.804199
	Iteration 57Q: 3 clusters Score -602266.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -602280.437500 Penalty: 4405.804199
	Iteration 58Q: 3 clusters Score -602280.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -602293.500000 Penalty: 4405.804199
	Iteration 59Q: 3 clusters Score -602293.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -602307.187500 Penalty: 4405.804199
	Iteration 60F: 3 clusters Score -602307.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -602321.937500 Penalty: 4405.804199
	Iteration 61Q: 3 clusters Score -602321.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -602339.687500 Penalty: 4405.804199
	Iteration 62Q: 3 clusters Score -602339.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -602357.687500 Penalty: 4405.804199
	Iteration 63Q: 3 clusters Score -602357.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -602381.875000 Penalty: 4405.804199
	Iteration 64Q: 3 clusters Score -602381.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -602407.625000 Penalty: 4405.804199
	Iteration 65Q: 3 clusters Score -602407.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -602440.375000 Penalty: 4405.804199
	Iteration 66Q: 3 clusters Score -602440.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -602480.562500 Penalty: 4405.804199
	Iteration 67Q: 3 clusters Score -602480.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -602525.625000 Penalty: 4405.804199
	Iteration 68Q: 3 clusters Score -602525.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -602570.437500 Penalty: 4405.804199
	Iteration 69Q: 3 clusters Score -602570.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -602606.937500 Penalty: 4405.804199
	Iteration 70Q: 3 clusters Score -602606.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -602624.250000 Penalty: 4405.804199
	Iteration 71Q: 3 clusters Score -602624.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -602639.812500 Penalty: 4405.804199
	Iteration 72Q: 3 clusters Score -602639.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -602655.875000 Penalty: 4405.804199
	Iteration 73Q: 3 clusters Score -602655.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -602668.625000 Penalty: 4405.804199
	Iteration 74Q: 3 clusters Score -602668.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -602677.125000 Penalty: 4405.804199
	Iteration 75Q: 3 clusters Score -602677.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -602686.187500 Penalty: 4405.804199
	Iteration 76Q: 3 clusters Score -602686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -602695.062500 Penalty: 4405.804199
	Iteration 77Q: 3 clusters Score -602695.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -602705.937500 Penalty: 4405.804199
	Iteration 78Q: 3 clusters Score -602705.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -602712.250000 Penalty: 4405.804199
	Iteration 79Q: 3 clusters Score -602712.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -602718.187500 Penalty: 4405.804199
	Iteration 80F: 3 clusters Score -602718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -602721.250000 Penalty: 4405.804199
	Iteration 81Q: 3 clusters Score -602721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -602722.250000 Penalty: 4405.804199
	Iteration 82Q: 3 clusters Score -602722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -602722.250000 Penalty: 4405.804199
	Iteration 83F: 3 clusters Score -602722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412902 members 
Entering Unmasked Estep 
Score: -36480748.000000 Penalty: 3206.879395
	Iteration 0F: 2 clusters Score -3.648075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206100 members 
Mstep: Class 2 contains 206802 members 
Entering Unmasked Estep 
Score: -36202540.000000 Penalty: 6413.758789
	Iteration 0F: 3 clusters Score -3.620254e+07 nChanged 200721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196971 members 
Mstep: Class 2 contains 215931 members 
Entering Unmasked Estep 
Score: -36323616.000000 Penalty: 6413.758789
	Iteration 1F: 3 clusters Score -3.632362e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189702 members 
Mstep: Class 2 contains 223200 members 
Entering Unmasked Estep 
Score: -36327296.000000 Penalty: 6413.758789
	Iteration 2Q: 3 clusters Score -3.63273e+07 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177883 members 
Mstep: Class 2 contains 235019 members 
Entering Unmasked Estep 
Score: -36333196.000000 Penalty: 6413.758789
	Iteration 3Q: 3 clusters Score -3.63332e+07 nChanged 22580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 253237 members 
Entering Unmasked Estep 
Score: -36344536.000000 Penalty: 6413.758789
	Iteration 4F: 3 clusters Score -3.634454e+07 nChanged 29683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 279164 members 
Entering Unmasked Estep 
Score: -36364000.000000 Penalty: 6413.758789
	Iteration 5F: 3 clusters Score -3.6364e+07 nChanged 34319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 310523 members 
Entering Unmasked Estep 
Score: -36390956.000000 Penalty: 6413.758789
	Iteration 6F: 3 clusters Score -3.639096e+07 nChanged 33582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 342085 members 
Entering Unmasked Estep 
Score: -36418900.000000 Penalty: 6413.758789
	Iteration 7F: 3 clusters Score -3.64189e+07 nChanged 26622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 367927 members 
Entering Unmasked Estep 
Score: -36441548.000000 Penalty: 6413.758789
	Iteration 8F: 3 clusters Score -3.644155e+07 nChanged 18682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 386459 members 
Entering Unmasked Estep 
Score: -36456792.000000 Penalty: 6413.758789
	Iteration 9Q: 3 clusters Score -3.645679e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 398491 members 
Entering Unmasked Estep 
Score: -36466648.000000 Penalty: 6413.758789
	Iteration 10Q: 3 clusters Score -3.646665e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 405631 members 
Entering Unmasked Estep 
Score: -36472496.000000 Penalty: 6413.758789
	Iteration 11Q: 3 clusters Score -3.64725e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 409260 members 
Entering Unmasked Estep 
Score: -36475384.000000 Penalty: 6413.758789
	Iteration 12Q: 3 clusters Score -3.647538e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 410933 members 
Entering Unmasked Estep 
Score: -36476788.000000 Penalty: 6413.758789
	Iteration 13Q: 3 clusters Score -3.647679e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 411627 members 
Entering Unmasked Estep 
Score: -36477360.000000 Penalty: 6413.758789
	Iteration 14Q: 3 clusters Score -3.647736e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 411915 members 
Entering Unmasked Estep 
Score: -36477672.000000 Penalty: 6413.758789
	Iteration 15Q: 3 clusters Score -3.647767e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 412026 members 
Entering Unmasked Estep 
Score: -36477808.000000 Penalty: 6413.758789
	Iteration 16Q: 3 clusters Score -3.647781e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 412088 members 
Entering Unmasked Estep 
Score: -36477864.000000 Penalty: 6413.758789
	Iteration 17Q: 3 clusters Score -3.647786e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 412121 members 
Entering Unmasked Estep 
Score: -36477892.000000 Penalty: 6413.758789
	Iteration 18Q: 3 clusters Score -3.647789e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 412147 members 
Entering Unmasked Estep 
Score: -36477944.000000 Penalty: 6413.758789
	Iteration 19Q: 3 clusters Score -3.647794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 412163 members 
Entering Unmasked Estep 
Score: -36477972.000000 Penalty: 6413.758789
	Iteration 20F: 3 clusters Score -3.647797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 412171 members 
Entering Unmasked Estep 
Score: -36477976.000000 Penalty: 6413.758789
	Iteration 21Q: 3 clusters Score -3.647798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 412177 members 
Entering Unmasked Estep 
Score: -36477996.000000 Penalty: 6413.758789
	Iteration 22Q: 3 clusters Score -3.6478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 412185 members 
Entering Unmasked Estep 
Score: -36478032.000000 Penalty: 6413.758789
	Iteration 23Q: 3 clusters Score -3.647803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 412186 members 
Entering Unmasked Estep 
Score: -36478000.000000 Penalty: 6413.758789
	Iteration 24Q: 3 clusters Score -3.6478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 412188 members 
Entering Unmasked Estep 
Score: -36478024.000000 Penalty: 6413.758789
	Iteration 25Q: 3 clusters Score -3.647802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 412190 members 
Entering Unmasked Estep 
Score: -36478036.000000 Penalty: 6413.758789
	Iteration 26Q: 3 clusters Score -3.647804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 412193 members 
Entering Unmasked Estep 
Score: -36478036.000000 Penalty: 6413.758789
	Iteration 27Q: 3 clusters Score -3.647804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 412196 members 
Entering Unmasked Estep 
Score: -36478044.000000 Penalty: 6413.758789
	Iteration 28Q: 3 clusters Score -3.647804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 412198 members 
Entering Unmasked Estep 
Score: -36478000.000000 Penalty: 6413.758789
	Iteration 29Q: 3 clusters Score -3.6478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 412201 members 
Entering Unmasked Estep 
Score: -36478016.000000 Penalty: 6413.758789
	Iteration 30Q: 3 clusters Score -3.647802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 412203 members 
Entering Unmasked Estep 
Score: -36478004.000000 Penalty: 6413.758789
	Iteration 31Q: 3 clusters Score -3.6478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 412205 members 
Entering Unmasked Estep 
Score: -36477992.000000 Penalty: 6413.758789
	Iteration 32Q: 3 clusters Score -3.647799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 412207 members 
Entering Unmasked Estep 
Score: -36478028.000000 Penalty: 6413.758789
	Iteration 33Q: 3 clusters Score -3.647803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 412210 members 
Entering Unmasked Estep 
Score: -36478056.000000 Penalty: 6413.758789
	Iteration 34Q: 3 clusters Score -3.647806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 412216 members 
Entering Unmasked Estep 
Score: -36478080.000000 Penalty: 6413.758789
	Iteration 35Q: 3 clusters Score -3.647808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 412221 members 
Entering Unmasked Estep 
Score: -36478072.000000 Penalty: 6413.758789
	Iteration 36Q: 3 clusters Score -3.647807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 412224 members 
Entering Unmasked Estep 
Score: -36478060.000000 Penalty: 6413.758789
	Iteration 37Q: 3 clusters Score -3.647806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 412225 members 
Entering Unmasked Estep 
Score: -36478064.000000 Penalty: 6413.758789
	Iteration 38Q: 3 clusters Score -3.647806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 412226 members 
Entering Unmasked Estep 
Score: -36478072.000000 Penalty: 6413.758789
	Iteration 39Q: 3 clusters Score -3.647807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 412226 members 
Entering Unmasked Estep 
Score: -36478072.000000 Penalty: 6413.758789
	Iteration 40F: 3 clusters Score -3.647807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -728111.312500 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -728111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -721372.750000 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -721372.8 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -723218.625000 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -723218.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -723478.500000 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -723478.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -723659.125000 Penalty: 4485.086426
	Iteration 3F: 3 clusters Score -723659.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -723830.187500 Penalty: 4485.086426
	Iteration 4Q: 3 clusters Score -723830.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -723992.562500 Penalty: 4485.086426
	Iteration 5Q: 3 clusters Score -723992.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -724153.500000 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -724153.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -724307.937500 Penalty: 4485.086426
	Iteration 7Q: 3 clusters Score -724307.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -724447.625000 Penalty: 4485.086426
	Iteration 8Q: 3 clusters Score -724447.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -724544.687500 Penalty: 4485.086426
	Iteration 9Q: 3 clusters Score -724544.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -724634.687500 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -724634.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -724716.437500 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -724716.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -724800.125000 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -724800.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -724866.062500 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -724866.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -724925.000000 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -724925 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -724979.812500 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -724979.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -725014.375000 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -725014.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -725043.187500 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -725043.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -725065.312500 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -725065.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -725091.437500 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -725091.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -725116.437500 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -725116.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -725133.250000 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -725133.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -725157.437500 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -725157.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -725180.375000 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -725180.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -725207.562500 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -725207.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -725231.750000 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -725231.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -725256.812500 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -725256.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -725278.125000 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -725278.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -725296.375000 Penalty: 4485.086426
	Iteration 28Q: 3 clusters Score -725296.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -725311.062500 Penalty: 4485.086426
	Iteration 29Q: 3 clusters Score -725311.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -725332.437500 Penalty: 4485.086426
	Iteration 30Q: 3 clusters Score -725332.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -725349.875000 Penalty: 4485.086426
	Iteration 31Q: 3 clusters Score -725349.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -725366.062500 Penalty: 4485.086426
	Iteration 32Q: 3 clusters Score -725366.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -725382.312500 Penalty: 4485.086426
	Iteration 33Q: 3 clusters Score -725382.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -725400.250000 Penalty: 4485.086426
	Iteration 34Q: 3 clusters Score -725400.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -725418.187500 Penalty: 4485.086426
	Iteration 35Q: 3 clusters Score -725418.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -725435.687500 Penalty: 4485.086426
	Iteration 36Q: 3 clusters Score -725435.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -725455.937500 Penalty: 4485.086426
	Iteration 37Q: 3 clusters Score -725455.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -725477.250000 Penalty: 4485.086426
	Iteration 38Q: 3 clusters Score -725477.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -725500.687500 Penalty: 4485.086426
	Iteration 39Q: 3 clusters Score -725500.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -725521.375000 Penalty: 4485.086426
	Iteration 40F: 3 clusters Score -725521.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -725539.062500 Penalty: 4485.086426
	Iteration 41Q: 3 clusters Score -725539.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -725562.875000 Penalty: 4485.086426
	Iteration 42Q: 3 clusters Score -725562.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -725586.437500 Penalty: 4485.086426
	Iteration 43Q: 3 clusters Score -725586.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -725616.687500 Penalty: 4485.086426
	Iteration 44Q: 3 clusters Score -725616.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -725651.437500 Penalty: 4485.086426
	Iteration 45Q: 3 clusters Score -725651.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -725696.000000 Penalty: 4485.086426
	Iteration 46Q: 3 clusters Score -725696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -725724.687500 Penalty: 4485.086426
	Iteration 47Q: 3 clusters Score -725724.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -725748.812500 Penalty: 4485.086426
	Iteration 48Q: 3 clusters Score -725748.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -725766.437500 Penalty: 4485.086426
	Iteration 49Q: 3 clusters Score -725766.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -725780.812500 Penalty: 4485.086426
	Iteration 50Q: 3 clusters Score -725780.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -725801.125000 Penalty: 4485.086426
	Iteration 51Q: 3 clusters Score -725801.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -725822.875000 Penalty: 4485.086426
	Iteration 52Q: 3 clusters Score -725822.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -725843.187500 Penalty: 4485.086426
	Iteration 53Q: 3 clusters Score -725843.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -725868.437500 Penalty: 4485.086426
	Iteration 54Q: 3 clusters Score -725868.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -725886.750000 Penalty: 4485.086426
	Iteration 55Q: 3 clusters Score -725886.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -725899.312500 Penalty: 4485.086426
	Iteration 56Q: 3 clusters Score -725899.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -725910.687500 Penalty: 4485.086426
	Iteration 57Q: 3 clusters Score -725910.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -725919.187500 Penalty: 4485.086426
	Iteration 58Q: 3 clusters Score -725919.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -725928.250000 Penalty: 4485.086426
	Iteration 59Q: 3 clusters Score -725928.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -725940.437500 Penalty: 4485.086426
	Iteration 60F: 3 clusters Score -725940.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -725957.375000 Penalty: 4485.086426
	Iteration 61Q: 3 clusters Score -725957.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -725976.687500 Penalty: 4485.086426
	Iteration 62Q: 3 clusters Score -725976.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -726007.812500 Penalty: 4485.086426
	Iteration 63Q: 3 clusters Score -726007.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -726031.625000 Penalty: 4485.086426
	Iteration 64Q: 3 clusters Score -726031.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -726053.250000 Penalty: 4485.086426
	Iteration 65Q: 3 clusters Score -726053.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -726073.937500 Penalty: 4485.086426
	Iteration 66Q: 3 clusters Score -726073.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -726096.687500 Penalty: 4485.086426
	Iteration 67Q: 3 clusters Score -726096.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -726113.812500 Penalty: 4485.086426
	Iteration 68Q: 3 clusters Score -726113.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -726129.375000 Penalty: 4485.086426
	Iteration 69Q: 3 clusters Score -726129.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -726144.750000 Penalty: 4485.086426
	Iteration 70Q: 3 clusters Score -726144.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -726160.437500 Penalty: 4485.086426
	Iteration 71Q: 3 clusters Score -726160.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -726174.875000 Penalty: 4485.086426
	Iteration 72Q: 3 clusters Score -726174.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -726189.937500 Penalty: 4485.086426
	Iteration 73Q: 3 clusters Score -726189.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -726211.750000 Penalty: 4485.086426
	Iteration 74Q: 3 clusters Score -726211.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -726228.000000 Penalty: 4485.086426
	Iteration 75Q: 3 clusters Score -726228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -726241.812500 Penalty: 4485.086426
	Iteration 76Q: 3 clusters Score -726241.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -726252.750000 Penalty: 4485.086426
	Iteration 77Q: 3 clusters Score -726252.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -726260.375000 Penalty: 4485.086426
	Iteration 78Q: 3 clusters Score -726260.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -726270.375000 Penalty: 4485.086426
	Iteration 79Q: 3 clusters Score -726270.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -726278.000000 Penalty: 4485.086426
	Iteration 80F: 3 clusters Score -726278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -726284.937500 Penalty: 4485.086426
	Iteration 81Q: 3 clusters Score -726284.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -726295.187500 Penalty: 4485.086426
	Iteration 82Q: 3 clusters Score -726295.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -726307.625000 Penalty: 4485.086426
	Iteration 83Q: 3 clusters Score -726307.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -726310.187500 Penalty: 4485.086426
	Iteration 84Q: 3 clusters Score -726310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -726315.500000 Penalty: 4485.086426
	Iteration 85Q: 3 clusters Score -726315.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -726319.375000 Penalty: 4485.086426
	Iteration 86Q: 3 clusters Score -726319.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -726321.625000 Penalty: 4485.086426
	Iteration 87Q: 3 clusters Score -726321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -726323.750000 Penalty: 4485.086426
	Iteration 88Q: 3 clusters Score -726323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -726326.250000 Penalty: 4485.086426
	Iteration 89Q: 3 clusters Score -726326.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -726328.875000 Penalty: 4485.086426
	Iteration 90Q: 3 clusters Score -726328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -726333.062500 Penalty: 4485.086426
	Iteration 91Q: 3 clusters Score -726333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -726336.562500 Penalty: 4485.086426
	Iteration 92Q: 3 clusters Score -726336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -726338.312500 Penalty: 4485.086426
	Iteration 93Q: 3 clusters Score -726338.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -726338.562500 Penalty: 4485.086426
	Iteration 94Q: 3 clusters Score -726338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -726341.500000 Penalty: 4485.086426
	Iteration 95Q: 3 clusters Score -726341.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -726343.125000 Penalty: 4485.086426
	Iteration 96Q: 3 clusters Score -726343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -726346.437500 Penalty: 4485.086426
	Iteration 97Q: 3 clusters Score -726346.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -726352.750000 Penalty: 4485.086426
	Iteration 98Q: 3 clusters Score -726352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -726357.625000 Penalty: 4485.086426
	Iteration 99Q: 3 clusters Score -726357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -726359.312500 Penalty: 4485.086426
	Iteration 100F: 3 clusters Score -726359.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -726362.250000 Penalty: 4485.086426
	Iteration 101Q: 3 clusters Score -726362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -726366.562500 Penalty: 4485.086426
	Iteration 102Q: 3 clusters Score -726366.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -726371.687500 Penalty: 4485.086426
	Iteration 103Q: 3 clusters Score -726371.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -726374.875000 Penalty: 4485.086426
	Iteration 104Q: 3 clusters Score -726374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -726379.125000 Penalty: 4485.086426
	Iteration 105Q: 3 clusters Score -726379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -726387.312500 Penalty: 4485.086426
	Iteration 106Q: 3 clusters Score -726387.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -726389.687500 Penalty: 4485.086426
	Iteration 107Q: 3 clusters Score -726389.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -726392.250000 Penalty: 4485.086426
	Iteration 108Q: 3 clusters Score -726392.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -726393.125000 Penalty: 4485.086426
	Iteration 109Q: 3 clusters Score -726393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -726398.500000 Penalty: 4485.086426
	Iteration 110Q: 3 clusters Score -726398.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -726400.250000 Penalty: 4485.086426
	Iteration 111Q: 3 clusters Score -726400.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -726400.687500 Penalty: 4485.086426
	Iteration 112Q: 3 clusters Score -726400.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -726401.625000 Penalty: 4485.086426
	Iteration 113Q: 3 clusters Score -726401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -726406.937500 Penalty: 4485.086426
	Iteration 114Q: 3 clusters Score -726406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -726407.062500 Penalty: 4485.086426
	Iteration 115Q: 3 clusters Score -726407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -726409.062500 Penalty: 4485.086426
	Iteration 116Q: 3 clusters Score -726409.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -726410.000000 Penalty: 4485.086426
	Iteration 117Q: 3 clusters Score -726410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -726414.375000 Penalty: 4485.086426
	Iteration 118Q: 3 clusters Score -726414.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -726416.187500 Penalty: 4485.086426
	Iteration 119Q: 3 clusters Score -726416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -726417.625000 Penalty: 4485.086426
	Iteration 120F: 3 clusters Score -726417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -726418.062500 Penalty: 4485.086426
	Iteration 121Q: 3 clusters Score -726418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -726418.875000 Penalty: 4485.086426
	Iteration 122Q: 3 clusters Score -726418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -726424.062500 Penalty: 4485.086426
	Iteration 123Q: 3 clusters Score -726424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -726424.687500 Penalty: 4485.086426
	Iteration 124Q: 3 clusters Score -726424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -726426.687500 Penalty: 4485.086426
	Iteration 125Q: 3 clusters Score -726426.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -726430.375000 Penalty: 4485.086426
	Iteration 126Q: 3 clusters Score -726430.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -726434.625000 Penalty: 4485.086426
	Iteration 127Q: 3 clusters Score -726434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -726440.812500 Penalty: 4485.086426
	Iteration 128Q: 3 clusters Score -726440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -726443.875000 Penalty: 4485.086426
	Iteration 129Q: 3 clusters Score -726443.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -726454.312500 Penalty: 4485.086426
	Iteration 130Q: 3 clusters Score -726454.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -726471.687500 Penalty: 4485.086426
	Iteration 131Q: 3 clusters Score -726471.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -726491.375000 Penalty: 4485.086426
	Iteration 132Q: 3 clusters Score -726491.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -726501.812500 Penalty: 4485.086426
	Iteration 133Q: 3 clusters Score -726501.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -726515.250000 Penalty: 4485.086426
	Iteration 134Q: 3 clusters Score -726515.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -726531.750000 Penalty: 4485.086426
	Iteration 135Q: 3 clusters Score -726531.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -726540.125000 Penalty: 4485.086426
	Iteration 136Q: 3 clusters Score -726540.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -726551.125000 Penalty: 4485.086426
	Iteration 137Q: 3 clusters Score -726551.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -726562.125000 Penalty: 4485.086426
	Iteration 138Q: 3 clusters Score -726562.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -726566.875000 Penalty: 4485.086426
	Iteration 139Q: 3 clusters Score -726566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -726570.000000 Penalty: 4485.086426
	Iteration 140F: 3 clusters Score -726570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -726576.500000 Penalty: 4485.086426
	Iteration 141Q: 3 clusters Score -726576.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -726581.437500 Penalty: 4485.086426
	Iteration 142Q: 3 clusters Score -726581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -726587.000000 Penalty: 4485.086426
	Iteration 143Q: 3 clusters Score -726587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -726593.562500 Penalty: 4485.086426
	Iteration 144Q: 3 clusters Score -726593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -726596.500000 Penalty: 4485.086426
	Iteration 145Q: 3 clusters Score -726596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -726600.000000 Penalty: 4485.086426
	Iteration 146Q: 3 clusters Score -726600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -726602.812500 Penalty: 4485.086426
	Iteration 147Q: 3 clusters Score -726602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -726604.687500 Penalty: 4485.086426
	Iteration 148Q: 3 clusters Score -726604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -726608.437500 Penalty: 4485.086426
	Iteration 149Q: 3 clusters Score -726608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -726609.500000 Penalty: 4485.086426
	Iteration 150Q: 3 clusters Score -726609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -726610.625000 Penalty: 4485.086426
	Iteration 151Q: 3 clusters Score -726610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -726609.812500 Penalty: 4485.086426
	Iteration 152Q: 3 clusters Score -726609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -726610.375000 Penalty: 4485.086426
	Iteration 153Q: 3 clusters Score -726610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -726610.812500 Penalty: 4485.086426
	Iteration 154Q: 3 clusters Score -726610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -726611.875000 Penalty: 4485.086426
	Iteration 155Q: 3 clusters Score -726611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -726611.875000 Penalty: 4485.086426
	Iteration 156F: 3 clusters Score -726611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -713322.875000 Penalty: 2238.312988
	Iteration 0F: 2 clusters Score -713322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -706659.187500 Penalty: 4476.625977
	Iteration 0F: 3 clusters Score -706659.2 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -708522.937500 Penalty: 4476.625977
	Iteration 1F: 3 clusters Score -708522.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -708836.187500 Penalty: 4476.625977
	Iteration 2F: 3 clusters Score -708836.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -709044.625000 Penalty: 4476.625977
	Iteration 3F: 3 clusters Score -709044.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -709191.125000 Penalty: 4476.625977
	Iteration 4Q: 3 clusters Score -709191.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -709316.437500 Penalty: 4476.625977
	Iteration 5Q: 3 clusters Score -709316.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -709430.875000 Penalty: 4476.625977
	Iteration 6Q: 3 clusters Score -709430.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -709555.687500 Penalty: 4476.625977
	Iteration 7Q: 3 clusters Score -709555.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -709692.312500 Penalty: 4476.625977
	Iteration 8Q: 3 clusters Score -709692.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -709827.000000 Penalty: 4476.625977
	Iteration 9Q: 3 clusters Score -709827 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -709959.125000 Penalty: 4476.625977
	Iteration 10Q: 3 clusters Score -709959.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -710084.250000 Penalty: 4476.625977
	Iteration 11Q: 3 clusters Score -710084.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -710203.937500 Penalty: 4476.625977
	Iteration 12Q: 3 clusters Score -710203.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -710308.125000 Penalty: 4476.625977
	Iteration 13Q: 3 clusters Score -710308.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -710409.750000 Penalty: 4476.625977
	Iteration 14Q: 3 clusters Score -710409.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -710499.812500 Penalty: 4476.625977
	Iteration 15Q: 3 clusters Score -710499.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -710583.312500 Penalty: 4476.625977
	Iteration 16Q: 3 clusters Score -710583.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -710672.312500 Penalty: 4476.625977
	Iteration 17Q: 3 clusters Score -710672.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -710764.812500 Penalty: 4476.625977
	Iteration 18Q: 3 clusters Score -710764.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -710887.937500 Penalty: 4476.625977
	Iteration 19Q: 3 clusters Score -710887.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -711028.062500 Penalty: 4476.625977
	Iteration 20F: 3 clusters Score -711028.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -711195.375000 Penalty: 4476.625977
	Iteration 21Q: 3 clusters Score -711195.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -711392.562500 Penalty: 4476.625977
	Iteration 22Q: 3 clusters Score -711392.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -711668.062500 Penalty: 4476.625977
	Iteration 23Q: 3 clusters Score -711668.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -712067.437500 Penalty: 4476.625977
	Iteration 24Q: 3 clusters Score -712067.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -712584.125000 Penalty: 4476.625977
	Iteration 25Q: 3 clusters Score -712584.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -712921.750000 Penalty: 4476.625977
	Iteration 26Q: 3 clusters Score -712921.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -713129.750000 Penalty: 4476.625977
	Iteration 27Q: 3 clusters Score -713129.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -713256.437500 Penalty: 4476.625977
	Iteration 28Q: 3 clusters Score -713256.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -713349.937500 Penalty: 4476.625977
	Iteration 29Q: 3 clusters Score -713349.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -713402.625000 Penalty: 4476.625977
	Iteration 30Q: 3 clusters Score -713402.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -713417.375000 Penalty: 4476.625977
	Iteration 31Q: 3 clusters Score -713417.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -713440.687500 Penalty: 4476.625977
	Iteration 32Q: 3 clusters Score -713440.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -713453.062500 Penalty: 4476.625977
	Iteration 33Q: 3 clusters Score -713453.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -713462.437500 Penalty: 4476.625977
	Iteration 34Q: 3 clusters Score -713462.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -713471.437500 Penalty: 4476.625977
	Iteration 35Q: 3 clusters Score -713471.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -713477.812500 Penalty: 4476.625977
	Iteration 36Q: 3 clusters Score -713477.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -713483.562500 Penalty: 4476.625977
	Iteration 37Q: 3 clusters Score -713483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -713486.312500 Penalty: 4476.625977
	Iteration 38Q: 3 clusters Score -713486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -713487.187500 Penalty: 4476.625977
	Iteration 39Q: 3 clusters Score -713487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -713509.812500 Penalty: 4476.625977
	Iteration 40F: 3 clusters Score -713509.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -713533.312500 Penalty: 4476.625977
	Iteration 41Q: 3 clusters Score -713533.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -713556.875000 Penalty: 4476.625977
	Iteration 42Q: 3 clusters Score -713556.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -713582.312500 Penalty: 4476.625977
	Iteration 43Q: 3 clusters Score -713582.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -713603.812500 Penalty: 4476.625977
	Iteration 44Q: 3 clusters Score -713603.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -713631.375000 Penalty: 4476.625977
	Iteration 45Q: 3 clusters Score -713631.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -713665.187500 Penalty: 4476.625977
	Iteration 46Q: 3 clusters Score -713665.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -713712.125000 Penalty: 4476.625977
	Iteration 47Q: 3 clusters Score -713712.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -713765.312500 Penalty: 4476.625977
	Iteration 48Q: 3 clusters Score -713765.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -713794.125000 Penalty: 4476.625977
	Iteration 49Q: 3 clusters Score -713794.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -713818.062500 Penalty: 4476.625977
	Iteration 50Q: 3 clusters Score -713818.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -713841.812500 Penalty: 4476.625977
	Iteration 51Q: 3 clusters Score -713841.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -713858.687500 Penalty: 4476.625977
	Iteration 52Q: 3 clusters Score -713858.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -713872.562500 Penalty: 4476.625977
	Iteration 53Q: 3 clusters Score -713872.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -713889.125000 Penalty: 4476.625977
	Iteration 54Q: 3 clusters Score -713889.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -713927.312500 Penalty: 4476.625977
	Iteration 55Q: 3 clusters Score -713927.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -713979.812500 Penalty: 4476.625977
	Iteration 56Q: 3 clusters Score -713979.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -714026.500000 Penalty: 4476.625977
	Iteration 57Q: 3 clusters Score -714026.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -714057.375000 Penalty: 4476.625977
	Iteration 58Q: 3 clusters Score -714057.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -714073.625000 Penalty: 4476.625977
	Iteration 59Q: 3 clusters Score -714073.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -714087.062500 Penalty: 4476.625977
	Iteration 60F: 3 clusters Score -714087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -714093.000000 Penalty: 4476.625977
	Iteration 61Q: 3 clusters Score -714093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -714094.375000 Penalty: 4476.625977
	Iteration 62Q: 3 clusters Score -714094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -714094.500000 Penalty: 4476.625977
	Iteration 63Q: 3 clusters Score -714094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -714096.250000 Penalty: 4476.625977
	Iteration 64Q: 3 clusters Score -714096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -714097.437500 Penalty: 4476.625977
	Iteration 65Q: 3 clusters Score -714097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -714096.937500 Penalty: 4476.625977
	Iteration 66Q: 3 clusters Score -714096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -714096.937500 Penalty: 4476.625977
	Iteration 67F: 3 clusters Score -714096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 4111 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26600 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33345 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 4201 members 
Entering Unmasked Estep 
Score: -113006832.000000 Penalty: 139884.406250
Splitting cluster 10 changes total score from -113007232.000000 to -113006832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (19287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Entering Unmasked Estep 
Score: -1712627.000000 Penalty: 2447.062256
	Iteration 0F: 2 clusters Score -1712627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1699172.625000 Penalty: 4894.124512
	Iteration 0F: 3 clusters Score -1699173 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1703527.750000 Penalty: 4894.124512
	Iteration 1F: 3 clusters Score -1703528 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1703878.125000 Penalty: 4894.124512
	Iteration 2F: 3 clusters Score -1703878 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1704176.500000 Penalty: 4894.124512
	Iteration 3Q: 3 clusters Score -1704176 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1704474.250000 Penalty: 4894.124512
	Iteration 4Q: 3 clusters Score -1704474 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1704761.750000 Penalty: 4894.124512
	Iteration 5Q: 3 clusters Score -1704762 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1705020.000000 Penalty: 4894.124512
	Iteration 6Q: 3 clusters Score -1705020 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1705296.125000 Penalty: 4894.124512
	Iteration 7Q: 3 clusters Score -1705296 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1705681.375000 Penalty: 4894.124512
	Iteration 8Q: 3 clusters Score -1705681 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1706140.875000 Penalty: 4894.124512
	Iteration 9Q: 3 clusters Score -1706141 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1706685.250000 Penalty: 4894.124512
	Iteration 10Q: 3 clusters Score -1706685 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1707345.750000 Penalty: 4894.124512
	Iteration 11Q: 3 clusters Score -1707346 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1708037.625000 Penalty: 4894.124512
	Iteration 12Q: 3 clusters Score -1708038 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1708692.250000 Penalty: 4894.124512
	Iteration 13Q: 3 clusters Score -1708692 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -1709307.125000 Penalty: 4894.124512
	Iteration 14Q: 3 clusters Score -1709307 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1709748.875000 Penalty: 4894.124512
	Iteration 15Q: 3 clusters Score -1709749 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1710022.875000 Penalty: 4894.124512
	Iteration 16Q: 3 clusters Score -1710023 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1710199.500000 Penalty: 4894.124512
	Iteration 17Q: 3 clusters Score -1710200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1710310.750000 Penalty: 4894.124512
	Iteration 18Q: 3 clusters Score -1710311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1710370.375000 Penalty: 4894.124512
	Iteration 19Q: 3 clusters Score -1710370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1710413.250000 Penalty: 4894.124512
	Iteration 20F: 3 clusters Score -1710413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1710446.250000 Penalty: 4894.124512
	Iteration 21Q: 3 clusters Score -1710446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1710464.375000 Penalty: 4894.124512
	Iteration 22Q: 3 clusters Score -1710464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1710482.000000 Penalty: 4894.124512
	Iteration 23Q: 3 clusters Score -1710482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -1710494.125000 Penalty: 4894.124512
	Iteration 24Q: 3 clusters Score -1710494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1710500.125000 Penalty: 4894.124512
	Iteration 25Q: 3 clusters Score -1710500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1710506.000000 Penalty: 4894.124512
	Iteration 26Q: 3 clusters Score -1710506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1710511.375000 Penalty: 4894.124512
	Iteration 27Q: 3 clusters Score -1710511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -1710516.375000 Penalty: 4894.124512
	Iteration 28Q: 3 clusters Score -1710516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1710518.500000 Penalty: 4894.124512
	Iteration 29Q: 3 clusters Score -1710518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1710519.875000 Penalty: 4894.124512
	Iteration 30Q: 3 clusters Score -1710520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1710519.875000 Penalty: 4894.124512
	Iteration 31F: 3 clusters Score -1710520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Entering Unmasked Estep 
Score: -363006.500000 Penalty: 2085.693115
	Iteration 0F: 2 clusters Score -363006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -358813.281250 Penalty: 4171.386230
	Iteration 0F: 3 clusters Score -358813.3 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -359788.218750 Penalty: 4171.386230
	Iteration 1F: 3 clusters Score -359788.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -360000.812500 Penalty: 4171.386230
	Iteration 2F: 3 clusters Score -360000.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -360126.937500 Penalty: 4171.386230
	Iteration 3Q: 3 clusters Score -360126.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -360217.000000 Penalty: 4171.386230
	Iteration 4Q: 3 clusters Score -360217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -360310.312500 Penalty: 4171.386230
	Iteration 5Q: 3 clusters Score -360310.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -360390.093750 Penalty: 4171.386230
	Iteration 6Q: 3 clusters Score -360390.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -360486.000000 Penalty: 4171.386230
	Iteration 7Q: 3 clusters Score -360486 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -360555.937500 Penalty: 4171.386230
	Iteration 8Q: 3 clusters Score -360555.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -360618.281250 Penalty: 4171.386230
	Iteration 9Q: 3 clusters Score -360618.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -360678.656250 Penalty: 4171.386230
	Iteration 10Q: 3 clusters Score -360678.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -360741.687500 Penalty: 4171.386230
	Iteration 11Q: 3 clusters Score -360741.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -360806.781250 Penalty: 4171.386230
	Iteration 12Q: 3 clusters Score -360806.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -360872.093750 Penalty: 4171.386230
	Iteration 13Q: 3 clusters Score -360872.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -360932.843750 Penalty: 4171.386230
	Iteration 14Q: 3 clusters Score -360932.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -360980.781250 Penalty: 4171.386230
	Iteration 15Q: 3 clusters Score -360980.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -361029.812500 Penalty: 4171.386230
	Iteration 16Q: 3 clusters Score -361029.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -361075.062500 Penalty: 4171.386230
	Iteration 17Q: 3 clusters Score -361075.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -361129.375000 Penalty: 4171.386230
	Iteration 18Q: 3 clusters Score -361129.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -361201.218750 Penalty: 4171.386230
	Iteration 19Q: 3 clusters Score -361201.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -361288.031250 Penalty: 4171.386230
	Iteration 20F: 3 clusters Score -361288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -361413.468750 Penalty: 4171.386230
	Iteration 21Q: 3 clusters Score -361413.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -361557.250000 Penalty: 4171.386230
	Iteration 22Q: 3 clusters Score -361557.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -361675.031250 Penalty: 4171.386230
	Iteration 23Q: 3 clusters Score -361675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -361800.125000 Penalty: 4171.386230
	Iteration 24Q: 3 clusters Score -361800.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -361946.406250 Penalty: 4171.386230
	Iteration 25Q: 3 clusters Score -361946.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -362091.250000 Penalty: 4171.386230
	Iteration 26Q: 3 clusters Score -362091.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -362250.468750 Penalty: 4171.386230
	Iteration 27Q: 3 clusters Score -362250.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -362381.812500 Penalty: 4171.386230
	Iteration 28Q: 3 clusters Score -362381.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -362448.281250 Penalty: 4171.386230
	Iteration 29Q: 3 clusters Score -362448.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -362476.156250 Penalty: 4171.386230
	Iteration 30Q: 3 clusters Score -362476.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -362488.968750 Penalty: 4171.386230
	Iteration 31Q: 3 clusters Score -362489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -362499.031250 Penalty: 4171.386230
	Iteration 32Q: 3 clusters Score -362499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -362504.156250 Penalty: 4171.386230
	Iteration 33Q: 3 clusters Score -362504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -362507.312500 Penalty: 4171.386230
	Iteration 34Q: 3 clusters Score -362507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -362507.593750 Penalty: 4171.386230
	Iteration 35Q: 3 clusters Score -362507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -362507.718750 Penalty: 4171.386230
	Iteration 36Q: 3 clusters Score -362507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -362507.718750 Penalty: 4171.386230
	Iteration 37F: 3 clusters Score -362507.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -392760.156250 Penalty: 2108.415039
	Iteration 0F: 2 clusters Score -392760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -388299.906250 Penalty: 4216.830078
	Iteration 0F: 3 clusters Score -388299.9 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -389382.781250 Penalty: 4216.830078
	Iteration 1F: 3 clusters Score -389382.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -389644.500000 Penalty: 4216.830078
	Iteration 2F: 3 clusters Score -389644.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -389841.093750 Penalty: 4216.830078
	Iteration 3F: 3 clusters Score -389841.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -390023.781250 Penalty: 4216.830078
	Iteration 4F: 3 clusters Score -390023.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -390191.406250 Penalty: 4216.830078
	Iteration 5Q: 3 clusters Score -390191.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -390421.218750 Penalty: 4216.830078
	Iteration 6Q: 3 clusters Score -390421.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -390702.218750 Penalty: 4216.830078
	Iteration 7Q: 3 clusters Score -390702.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -390981.562500 Penalty: 4216.830078
	Iteration 8Q: 3 clusters Score -390981.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -391217.468750 Penalty: 4216.830078
	Iteration 9Q: 3 clusters Score -391217.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -391394.187500 Penalty: 4216.830078
	Iteration 10Q: 3 clusters Score -391394.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -391512.906250 Penalty: 4216.830078
	Iteration 11Q: 3 clusters Score -391512.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -391611.718750 Penalty: 4216.830078
	Iteration 12Q: 3 clusters Score -391611.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -391671.187500 Penalty: 4216.830078
	Iteration 13Q: 3 clusters Score -391671.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -391724.812500 Penalty: 4216.830078
	Iteration 14Q: 3 clusters Score -391724.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -391772.406250 Penalty: 4216.830078
	Iteration 15Q: 3 clusters Score -391772.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -391819.906250 Penalty: 4216.830078
	Iteration 16Q: 3 clusters Score -391819.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -391873.093750 Penalty: 4216.830078
	Iteration 17Q: 3 clusters Score -391873.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -391923.312500 Penalty: 4216.830078
	Iteration 18Q: 3 clusters Score -391923.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -391969.375000 Penalty: 4216.830078
	Iteration 19Q: 3 clusters Score -391969.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -392011.937500 Penalty: 4216.830078
	Iteration 20F: 3 clusters Score -392011.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -392046.375000 Penalty: 4216.830078
	Iteration 21Q: 3 clusters Score -392046.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -392065.750000 Penalty: 4216.830078
	Iteration 22Q: 3 clusters Score -392065.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -392073.906250 Penalty: 4216.830078
	Iteration 23Q: 3 clusters Score -392073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -392077.750000 Penalty: 4216.830078
	Iteration 24Q: 3 clusters Score -392077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -392083.062500 Penalty: 4216.830078
	Iteration 25Q: 3 clusters Score -392083.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -392091.437500 Penalty: 4216.830078
	Iteration 26Q: 3 clusters Score -392091.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -392100.468750 Penalty: 4216.830078
	Iteration 27Q: 3 clusters Score -392100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -392103.531250 Penalty: 4216.830078
	Iteration 28Q: 3 clusters Score -392103.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -392105.718750 Penalty: 4216.830078
	Iteration 29Q: 3 clusters Score -392105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -392108.375000 Penalty: 4216.830078
	Iteration 30Q: 3 clusters Score -392108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -392109.562500 Penalty: 4216.830078
	Iteration 31Q: 3 clusters Score -392109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -392110.406250 Penalty: 4216.830078
	Iteration 32Q: 3 clusters Score -392110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -392111.187500 Penalty: 4216.830078
	Iteration 33Q: 3 clusters Score -392111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -392112.062500 Penalty: 4216.830078
	Iteration 34Q: 3 clusters Score -392112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -392112.593750 Penalty: 4216.830078
	Iteration 35Q: 3 clusters Score -392112.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -392112.781250 Penalty: 4216.830078
	Iteration 36Q: 3 clusters Score -392112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -392112.781250 Penalty: 4216.830078
	Iteration 37F: 3 clusters Score -392112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Entering Unmasked Estep 
Score: -922034.812500 Penalty: 2304.327637
	Iteration 0F: 2 clusters Score -922034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -913812.437500 Penalty: 4608.655273
	Iteration 0F: 3 clusters Score -913812.4 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -916316.500000 Penalty: 4608.655273
	Iteration 1F: 3 clusters Score -916316.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -916726.187500 Penalty: 4608.655273
	Iteration 2F: 3 clusters Score -916726.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -917109.500000 Penalty: 4608.655273
	Iteration 3F: 3 clusters Score -917109.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -917495.250000 Penalty: 4608.655273
	Iteration 4F: 3 clusters Score -917495.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -917916.875000 Penalty: 4608.655273
	Iteration 5F: 3 clusters Score -917916.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -918424.625000 Penalty: 4608.655273
	Iteration 6F: 3 clusters Score -918424.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -919011.375000 Penalty: 4608.655273
	Iteration 7F: 3 clusters Score -919011.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -919603.937500 Penalty: 4608.655273
	Iteration 8F: 3 clusters Score -919603.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -920106.562500 Penalty: 4608.655273
	Iteration 9F: 3 clusters Score -920106.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -920415.625000 Penalty: 4608.655273
	Iteration 10Q: 3 clusters Score -920415.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -920566.187500 Penalty: 4608.655273
	Iteration 11Q: 3 clusters Score -920566.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -920634.187500 Penalty: 4608.655273
	Iteration 12Q: 3 clusters Score -920634.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -920679.687500 Penalty: 4608.655273
	Iteration 13Q: 3 clusters Score -920679.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -920717.312500 Penalty: 4608.655273
	Iteration 14Q: 3 clusters Score -920717.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -920742.375000 Penalty: 4608.655273
	Iteration 15Q: 3 clusters Score -920742.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -920767.437500 Penalty: 4608.655273
	Iteration 16Q: 3 clusters Score -920767.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -920794.500000 Penalty: 4608.655273
	Iteration 17Q: 3 clusters Score -920794.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -920822.625000 Penalty: 4608.655273
	Iteration 18Q: 3 clusters Score -920822.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -920845.250000 Penalty: 4608.655273
	Iteration 19Q: 3 clusters Score -920845.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -920873.000000 Penalty: 4608.655273
	Iteration 20F: 3 clusters Score -920873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -920897.375000 Penalty: 4608.655273
	Iteration 21Q: 3 clusters Score -920897.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -920930.187500 Penalty: 4608.655273
	Iteration 22Q: 3 clusters Score -920930.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -920956.437500 Penalty: 4608.655273
	Iteration 23Q: 3 clusters Score -920956.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -920987.937500 Penalty: 4608.655273
	Iteration 24Q: 3 clusters Score -920987.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -921013.312500 Penalty: 4608.655273
	Iteration 25Q: 3 clusters Score -921013.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -921037.875000 Penalty: 4608.655273
	Iteration 26Q: 3 clusters Score -921037.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -921054.875000 Penalty: 4608.655273
	Iteration 27Q: 3 clusters Score -921054.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -921068.812500 Penalty: 4608.655273
	Iteration 28Q: 3 clusters Score -921068.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -921085.437500 Penalty: 4608.655273
	Iteration 29Q: 3 clusters Score -921085.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -921100.687500 Penalty: 4608.655273
	Iteration 30Q: 3 clusters Score -921100.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -921116.062500 Penalty: 4608.655273
	Iteration 31Q: 3 clusters Score -921116.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -921133.625000 Penalty: 4608.655273
	Iteration 32Q: 3 clusters Score -921133.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -921146.875000 Penalty: 4608.655273
	Iteration 33Q: 3 clusters Score -921146.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -921164.250000 Penalty: 4608.655273
	Iteration 34Q: 3 clusters Score -921164.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -921185.562500 Penalty: 4608.655273
	Iteration 35Q: 3 clusters Score -921185.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -921202.875000 Penalty: 4608.655273
	Iteration 36Q: 3 clusters Score -921202.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -921221.187500 Penalty: 4608.655273
	Iteration 37Q: 3 clusters Score -921221.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -921244.625000 Penalty: 4608.655273
	Iteration 38Q: 3 clusters Score -921244.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -921265.937500 Penalty: 4608.655273
	Iteration 39Q: 3 clusters Score -921265.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -921286.062500 Penalty: 4608.655273
	Iteration 40F: 3 clusters Score -921286.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -921312.000000 Penalty: 4608.655273
	Iteration 41Q: 3 clusters Score -921312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -921335.000000 Penalty: 4608.655273
	Iteration 42Q: 3 clusters Score -921335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -921358.312500 Penalty: 4608.655273
	Iteration 43Q: 3 clusters Score -921358.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -921377.250000 Penalty: 4608.655273
	Iteration 44Q: 3 clusters Score -921377.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -921392.062500 Penalty: 4608.655273
	Iteration 45Q: 3 clusters Score -921392.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -921403.875000 Penalty: 4608.655273
	Iteration 46Q: 3 clusters Score -921403.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -921412.687500 Penalty: 4608.655273
	Iteration 47Q: 3 clusters Score -921412.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -921426.125000 Penalty: 4608.655273
	Iteration 48Q: 3 clusters Score -921426.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -921440.812500 Penalty: 4608.655273
	Iteration 49Q: 3 clusters Score -921440.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -921452.687500 Penalty: 4608.655273
	Iteration 50Q: 3 clusters Score -921452.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -921459.312500 Penalty: 4608.655273
	Iteration 51Q: 3 clusters Score -921459.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -921464.687500 Penalty: 4608.655273
	Iteration 52Q: 3 clusters Score -921464.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -921470.375000 Penalty: 4608.655273
	Iteration 53Q: 3 clusters Score -921470.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -921475.312500 Penalty: 4608.655273
	Iteration 54Q: 3 clusters Score -921475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -921481.875000 Penalty: 4608.655273
	Iteration 55Q: 3 clusters Score -921481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -921481.562500 Penalty: 4608.655273
	Iteration 56Q: 3 clusters Score -921481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -921481.937500 Penalty: 4608.655273
	Iteration 57Q: 3 clusters Score -921481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -921481.437500 Penalty: 4608.655273
	Iteration 58Q: 3 clusters Score -921481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -921483.687500 Penalty: 4608.655273
	Iteration 59Q: 3 clusters Score -921483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -921483.312500 Penalty: 4608.655273
	Iteration 60F: 3 clusters Score -921483.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -394672.937500 Penalty: 2148.601074
	Iteration 0F: 2 clusters Score -394672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -389677.656250 Penalty: 4297.202148
	Iteration 0F: 3 clusters Score -389677.7 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -391259.031250 Penalty: 4297.202148
	Iteration 1F: 3 clusters Score -391259 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -391805.468750 Penalty: 4297.202148
	Iteration 2F: 3 clusters Score -391805.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -392252.031250 Penalty: 4297.202148
	Iteration 3F: 3 clusters Score -392252 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -392566.656250 Penalty: 4297.202148
	Iteration 4F: 3 clusters Score -392566.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -392825.593750 Penalty: 4297.202148
	Iteration 5F: 3 clusters Score -392825.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -393057.000000 Penalty: 4297.202148
	Iteration 6Q: 3 clusters Score -393057 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -393275.843750 Penalty: 4297.202148
	Iteration 7Q: 3 clusters Score -393275.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -393486.968750 Penalty: 4297.202148
	Iteration 8Q: 3 clusters Score -393487 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -393651.156250 Penalty: 4297.202148
	Iteration 9Q: 3 clusters Score -393651.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -393796.125000 Penalty: 4297.202148
	Iteration 10Q: 3 clusters Score -393796.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -393924.562500 Penalty: 4297.202148
	Iteration 11Q: 3 clusters Score -393924.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -394046.125000 Penalty: 4297.202148
	Iteration 12Q: 3 clusters Score -394046.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -394163.187500 Penalty: 4297.202148
	Iteration 13Q: 3 clusters Score -394163.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -394255.375000 Penalty: 4297.202148
	Iteration 14Q: 3 clusters Score -394255.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -394341.562500 Penalty: 4297.202148
	Iteration 15Q: 3 clusters Score -394341.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -394412.406250 Penalty: 4297.202148
	Iteration 16Q: 3 clusters Score -394412.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -394450.156250 Penalty: 4297.202148
	Iteration 17Q: 3 clusters Score -394450.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -394478.687500 Penalty: 4297.202148
	Iteration 18Q: 3 clusters Score -394478.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -394499.093750 Penalty: 4297.202148
	Iteration 19Q: 3 clusters Score -394499.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -394519.875000 Penalty: 4297.202148
	Iteration 20F: 3 clusters Score -394519.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -394537.750000 Penalty: 4297.202148
	Iteration 21Q: 3 clusters Score -394537.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -394547.968750 Penalty: 4297.202148
	Iteration 22Q: 3 clusters Score -394548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -394551.843750 Penalty: 4297.202148
	Iteration 23Q: 3 clusters Score -394551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -394554.156250 Penalty: 4297.202148
	Iteration 24Q: 3 clusters Score -394554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -394554.156250 Penalty: 4297.202148
	Iteration 25F: 3 clusters Score -394554.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -629402.437500 Penalty: 2215.057861
	Iteration 0F: 2 clusters Score -629402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -623325.312500 Penalty: 4430.115723
	Iteration 0F: 3 clusters Score -623325.3 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -625327.437500 Penalty: 4430.115723
	Iteration 1F: 3 clusters Score -625327.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -626097.687500 Penalty: 4430.115723
	Iteration 2F: 3 clusters Score -626097.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -626853.375000 Penalty: 4430.115723
	Iteration 3F: 3 clusters Score -626853.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -627564.062500 Penalty: 4430.115723
	Iteration 4F: 3 clusters Score -627564.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -627994.500000 Penalty: 4430.115723
	Iteration 5F: 3 clusters Score -627994.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -628199.812500 Penalty: 4430.115723
	Iteration 6Q: 3 clusters Score -628199.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -628294.125000 Penalty: 4430.115723
	Iteration 7Q: 3 clusters Score -628294.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -628333.937500 Penalty: 4430.115723
	Iteration 8Q: 3 clusters Score -628333.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -628354.375000 Penalty: 4430.115723
	Iteration 9Q: 3 clusters Score -628354.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -628363.812500 Penalty: 4430.115723
	Iteration 10Q: 3 clusters Score -628363.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -628371.312500 Penalty: 4430.115723
	Iteration 11Q: 3 clusters Score -628371.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -628375.687500 Penalty: 4430.115723
	Iteration 12Q: 3 clusters Score -628375.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -628377.750000 Penalty: 4430.115723
	Iteration 13Q: 3 clusters Score -628377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -628378.312500 Penalty: 4430.115723
	Iteration 14Q: 3 clusters Score -628378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -628380.812500 Penalty: 4430.115723
	Iteration 15Q: 3 clusters Score -628380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -628381.875000 Penalty: 4430.115723
	Iteration 16Q: 3 clusters Score -628381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -628382.875000 Penalty: 4430.115723
	Iteration 17Q: 3 clusters Score -628382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -628384.812500 Penalty: 4430.115723
	Iteration 18Q: 3 clusters Score -628384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -628387.187500 Penalty: 4430.115723
	Iteration 19Q: 3 clusters Score -628387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -628388.062500 Penalty: 4430.115723
	Iteration 20F: 3 clusters Score -628388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -628388.500000 Penalty: 4430.115723
	Iteration 21Q: 3 clusters Score -628388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -628389.187500 Penalty: 4430.115723
	Iteration 22Q: 3 clusters Score -628389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -628392.062500 Penalty: 4430.115723
	Iteration 23Q: 3 clusters Score -628392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -628394.250000 Penalty: 4430.115723
	Iteration 24Q: 3 clusters Score -628394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -628394.250000 Penalty: 4430.115723
	Iteration 25F: 3 clusters Score -628394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Entering Unmasked Estep 
Score: -1491547.000000 Penalty: 2413.724121
	Iteration 0F: 2 clusters Score -1491547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1479415.750000 Penalty: 4827.448242
	Iteration 0F: 3 clusters Score -1479416 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1483259.625000 Penalty: 4827.448242
	Iteration 1F: 3 clusters Score -1483260 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1483669.500000 Penalty: 4827.448242
	Iteration 2F: 3 clusters Score -1483670 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1484048.125000 Penalty: 4827.448242
	Iteration 3F: 3 clusters Score -1484048 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1484427.750000 Penalty: 4827.448242
	Iteration 4Q: 3 clusters Score -1484428 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1484938.875000 Penalty: 4827.448242
	Iteration 5F: 3 clusters Score -1484939 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1485557.125000 Penalty: 4827.448242
	Iteration 6F: 3 clusters Score -1485557 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1486257.625000 Penalty: 4827.448242
	Iteration 7F: 3 clusters Score -1486258 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1486982.500000 Penalty: 4827.448242
	Iteration 8F: 3 clusters Score -1486982 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1487663.500000 Penalty: 4827.448242
	Iteration 9F: 3 clusters Score -1487664 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1488185.375000 Penalty: 4827.448242
	Iteration 10Q: 3 clusters Score -1488185 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1488611.750000 Penalty: 4827.448242
	Iteration 11Q: 3 clusters Score -1488612 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1488895.750000 Penalty: 4827.448242
	Iteration 12Q: 3 clusters Score -1488896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1489064.000000 Penalty: 4827.448242
	Iteration 13Q: 3 clusters Score -1489064 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1489163.750000 Penalty: 4827.448242
	Iteration 14Q: 3 clusters Score -1489164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1489242.000000 Penalty: 4827.448242
	Iteration 15Q: 3 clusters Score -1489242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1489312.250000 Penalty: 4827.448242
	Iteration 16Q: 3 clusters Score -1489312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1489359.000000 Penalty: 4827.448242
	Iteration 17Q: 3 clusters Score -1489359 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1489408.625000 Penalty: 4827.448242
	Iteration 18Q: 3 clusters Score -1489409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1489435.125000 Penalty: 4827.448242
	Iteration 19Q: 3 clusters Score -1489435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1489451.500000 Penalty: 4827.448242
	Iteration 20F: 3 clusters Score -1489452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1489474.250000 Penalty: 4827.448242
	Iteration 21Q: 3 clusters Score -1489474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1489486.500000 Penalty: 4827.448242
	Iteration 22Q: 3 clusters Score -1489486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1489498.625000 Penalty: 4827.448242
	Iteration 23Q: 3 clusters Score -1489499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1489505.125000 Penalty: 4827.448242
	Iteration 24Q: 3 clusters Score -1489505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1489508.250000 Penalty: 4827.448242
	Iteration 25Q: 3 clusters Score -1489508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1489515.250000 Penalty: 4827.448242
	Iteration 26Q: 3 clusters Score -1489515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1489514.000000 Penalty: 4827.448242
	Iteration 27Q: 3 clusters Score -1489514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1489518.000000 Penalty: 4827.448242
	Iteration 28Q: 3 clusters Score -1489518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1489520.000000 Penalty: 4827.448242
	Iteration 29Q: 3 clusters Score -1489520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1489521.375000 Penalty: 4827.448242
	Iteration 30Q: 3 clusters Score -1489521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1489526.625000 Penalty: 4827.448242
	Iteration 31Q: 3 clusters Score -1489527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1489530.750000 Penalty: 4827.448242
	Iteration 32Q: 3 clusters Score -1489531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1489533.375000 Penalty: 4827.448242
	Iteration 33Q: 3 clusters Score -1489533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1489533.625000 Penalty: 4827.448242
	Iteration 34Q: 3 clusters Score -1489534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1489537.875000 Penalty: 4827.448242
	Iteration 35Q: 3 clusters Score -1489538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1489543.875000 Penalty: 4827.448242
	Iteration 36Q: 3 clusters Score -1489544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1489549.000000 Penalty: 4827.448242
	Iteration 37Q: 3 clusters Score -1489549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1489551.250000 Penalty: 4827.448242
	Iteration 38Q: 3 clusters Score -1489551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1489553.000000 Penalty: 4827.448242
	Iteration 39Q: 3 clusters Score -1489553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1489559.625000 Penalty: 4827.448242
	Iteration 40F: 3 clusters Score -1489560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1489559.625000 Penalty: 4827.448242
	Iteration 41Q: 3 clusters Score -1489560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1489559.625000 Penalty: 4827.448242
	Iteration 42F: 3 clusters Score -1489560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Entering Unmasked Estep 
Score: -2301471.750000 Penalty: 2521.054932
	Iteration 0F: 2 clusters Score -2301472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2283397.750000 Penalty: 5042.109863
	Iteration 0F: 3 clusters Score -2283398 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2289941.500000 Penalty: 5042.109863
	Iteration 1F: 3 clusters Score -2289942 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2290481.750000 Penalty: 5042.109863
	Iteration 2F: 3 clusters Score -2290482 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2290900.000000 Penalty: 5042.109863
	Iteration 3Q: 3 clusters Score -2290900 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2291330.750000 Penalty: 5042.109863
	Iteration 4Q: 3 clusters Score -2291331 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2291839.500000 Penalty: 5042.109863
	Iteration 5Q: 3 clusters Score -2291840 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2292441.750000 Penalty: 5042.109863
	Iteration 6Q: 3 clusters Score -2292442 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2293305.000000 Penalty: 5042.109863
	Iteration 7F: 3 clusters Score -2293305 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2294395.750000 Penalty: 5042.109863
	Iteration 8F: 3 clusters Score -2294396 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2295566.250000 Penalty: 5042.109863
	Iteration 9F: 3 clusters Score -2295566 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2296677.750000 Penalty: 5042.109863
	Iteration 10F: 3 clusters Score -2296678 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2297557.250000 Penalty: 5042.109863
	Iteration 11Q: 3 clusters Score -2297557 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2298242.000000 Penalty: 5042.109863
	Iteration 12Q: 3 clusters Score -2298242 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2298668.000000 Penalty: 5042.109863
	Iteration 13Q: 3 clusters Score -2298668 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2298928.750000 Penalty: 5042.109863
	Iteration 14Q: 3 clusters Score -2298929 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2299103.250000 Penalty: 5042.109863
	Iteration 15Q: 3 clusters Score -2299103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2299225.000000 Penalty: 5042.109863
	Iteration 16Q: 3 clusters Score -2299225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2299300.500000 Penalty: 5042.109863
	Iteration 17Q: 3 clusters Score -2299300 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2299350.000000 Penalty: 5042.109863
	Iteration 18Q: 3 clusters Score -2299350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2299398.000000 Penalty: 5042.109863
	Iteration 19Q: 3 clusters Score -2299398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2299440.750000 Penalty: 5042.109863
	Iteration 20F: 3 clusters Score -2299441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2299464.500000 Penalty: 5042.109863
	Iteration 21Q: 3 clusters Score -2299464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2299479.000000 Penalty: 5042.109863
	Iteration 22Q: 3 clusters Score -2299479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2299489.250000 Penalty: 5042.109863
	Iteration 23Q: 3 clusters Score -2299489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2299505.250000 Penalty: 5042.109863
	Iteration 24Q: 3 clusters Score -2299505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2299505.000000 Penalty: 5042.109863
	Iteration 25Q: 3 clusters Score -2299505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2299508.500000 Penalty: 5042.109863
	Iteration 26Q: 3 clusters Score -2299508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2299508.250000 Penalty: 5042.109863
	Iteration 27Q: 3 clusters Score -2299508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2299511.250000 Penalty: 5042.109863
	Iteration 28Q: 3 clusters Score -2299511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2299513.750000 Penalty: 5042.109863
	Iteration 29Q: 3 clusters Score -2299514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2299514.000000 Penalty: 5042.109863
	Iteration 30Q: 3 clusters Score -2299514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2299516.000000 Penalty: 5042.109863
	Iteration 31Q: 3 clusters Score -2299516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2299516.500000 Penalty: 5042.109863
	Iteration 32Q: 3 clusters Score -2299516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2299516.500000 Penalty: 5042.109863
	Iteration 33F: 3 clusters Score -2299516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -499521.843750 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -499521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -494669.531250 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -494669.5 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -495855.625000 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -495855.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -496091.718750 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -496091.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -496259.781250 Penalty: 4281.181641
	Iteration 3F: 3 clusters Score -496259.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -496414.812500 Penalty: 4281.181641
	Iteration 4Q: 3 clusters Score -496414.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -496538.500000 Penalty: 4281.181641
	Iteration 5Q: 3 clusters Score -496538.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -496653.343750 Penalty: 4281.181641
	Iteration 6Q: 3 clusters Score -496653.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -496755.468750 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -496755.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -496836.437500 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -496836.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -496929.437500 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -496929.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -497018.812500 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -497018.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -497104.375000 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -497104.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -497200.375000 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -497200.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -497298.000000 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -497298 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -497390.593750 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -497390.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -497469.812500 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -497469.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -497547.968750 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -497548 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -497618.937500 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -497618.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -497671.781250 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -497671.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -497716.031250 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -497716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -497755.468750 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -497755.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -497790.750000 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -497790.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -497813.312500 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -497813.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -497832.687500 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -497832.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -497851.468750 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -497851.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -497864.875000 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -497864.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -497872.000000 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -497872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -497881.156250 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -497881.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -497894.343750 Penalty: 4281.181641
	Iteration 28Q: 3 clusters Score -497894.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -497906.187500 Penalty: 4281.181641
	Iteration 29Q: 3 clusters Score -497906.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -497916.000000 Penalty: 4281.181641
	Iteration 30Q: 3 clusters Score -497916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -497925.843750 Penalty: 4281.181641
	Iteration 31Q: 3 clusters Score -497925.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -497936.125000 Penalty: 4281.181641
	Iteration 32Q: 3 clusters Score -497936.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -497950.156250 Penalty: 4281.181641
	Iteration 33Q: 3 clusters Score -497950.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -497960.687500 Penalty: 4281.181641
	Iteration 34Q: 3 clusters Score -497960.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -497969.281250 Penalty: 4281.181641
	Iteration 35Q: 3 clusters Score -497969.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -497975.968750 Penalty: 4281.181641
	Iteration 36Q: 3 clusters Score -497976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -497983.250000 Penalty: 4281.181641
	Iteration 37Q: 3 clusters Score -497983.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -497990.562500 Penalty: 4281.181641
	Iteration 38Q: 3 clusters Score -497990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -497995.250000 Penalty: 4281.181641
	Iteration 39Q: 3 clusters Score -497995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -497999.375000 Penalty: 4281.181641
	Iteration 40F: 3 clusters Score -497999.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -498002.375000 Penalty: 4281.181641
	Iteration 41Q: 3 clusters Score -498002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -498005.562500 Penalty: 4281.181641
	Iteration 42Q: 3 clusters Score -498005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -498008.812500 Penalty: 4281.181641
	Iteration 43Q: 3 clusters Score -498008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -498012.500000 Penalty: 4281.181641
	Iteration 44Q: 3 clusters Score -498012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -498015.250000 Penalty: 4281.181641
	Iteration 45Q: 3 clusters Score -498015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -498018.093750 Penalty: 4281.181641
	Iteration 46Q: 3 clusters Score -498018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -498020.531250 Penalty: 4281.181641
	Iteration 47Q: 3 clusters Score -498020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -498022.218750 Penalty: 4281.181641
	Iteration 48Q: 3 clusters Score -498022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -498025.000000 Penalty: 4281.181641
	Iteration 49Q: 3 clusters Score -498025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -498029.062500 Penalty: 4281.181641
	Iteration 50Q: 3 clusters Score -498029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -498033.218750 Penalty: 4281.181641
	Iteration 51Q: 3 clusters Score -498033.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -498038.062500 Penalty: 4281.181641
	Iteration 52Q: 3 clusters Score -498038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -498039.062500 Penalty: 4281.181641
	Iteration 53Q: 3 clusters Score -498039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -498038.875000 Penalty: 4281.181641
	Iteration 54Q: 3 clusters Score -498038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -498040.781250 Penalty: 4281.181641
	Iteration 55Q: 3 clusters Score -498040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -498044.093750 Penalty: 4281.181641
	Iteration 56Q: 3 clusters Score -498044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -498045.906250 Penalty: 4281.181641
	Iteration 57Q: 3 clusters Score -498045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -498047.937500 Penalty: 4281.181641
	Iteration 58Q: 3 clusters Score -498047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -498050.562500 Penalty: 4281.181641
	Iteration 59Q: 3 clusters Score -498050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -498051.687500 Penalty: 4281.181641
	Iteration 60F: 3 clusters Score -498051.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -498052.812500 Penalty: 4281.181641
	Iteration 61Q: 3 clusters Score -498052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -498052.968750 Penalty: 4281.181641
	Iteration 62Q: 3 clusters Score -498053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -498052.625000 Penalty: 4281.181641
	Iteration 63Q: 3 clusters Score -498052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -498054.625000 Penalty: 4281.181641
	Iteration 64Q: 3 clusters Score -498054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -498055.687500 Penalty: 4281.181641
	Iteration 65Q: 3 clusters Score -498055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -498057.656250 Penalty: 4281.181641
	Iteration 66Q: 3 clusters Score -498057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -498057.656250 Penalty: 4281.181641
	Iteration 67F: 3 clusters Score -498057.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Entering Unmasked Estep 
Score: -2493902.500000 Penalty: 2547.844727
	Iteration 0F: 2 clusters Score -2493902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2473953.500000 Penalty: 5095.689453
	Iteration 0F: 3 clusters Score -2473954 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2481218.500000 Penalty: 5095.689453
	Iteration 1F: 3 clusters Score -2481218 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2481896.000000 Penalty: 5095.689453
	Iteration 2F: 3 clusters Score -2481896 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2482645.750000 Penalty: 5095.689453
	Iteration 3F: 3 clusters Score -2482646 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2483543.500000 Penalty: 5095.689453
	Iteration 4F: 3 clusters Score -2483544 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2484626.750000 Penalty: 5095.689453
	Iteration 5F: 3 clusters Score -2484627 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2485881.750000 Penalty: 5095.689453
	Iteration 6F: 3 clusters Score -2485882 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2487230.500000 Penalty: 5095.689453
	Iteration 7F: 3 clusters Score -2487230 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2488520.250000 Penalty: 5095.689453
	Iteration 8F: 3 clusters Score -2488520 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2489604.250000 Penalty: 5095.689453
	Iteration 9F: 3 clusters Score -2489604 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2490400.000000 Penalty: 5095.689453
	Iteration 10Q: 3 clusters Score -2490400 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2490982.000000 Penalty: 5095.689453
	Iteration 11Q: 3 clusters Score -2490982 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2491382.250000 Penalty: 5095.689453
	Iteration 12Q: 3 clusters Score -2491382 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2491729.250000 Penalty: 5095.689453
	Iteration 13Q: 3 clusters Score -2491729 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2491995.750000 Penalty: 5095.689453
	Iteration 14Q: 3 clusters Score -2491996 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2492229.250000 Penalty: 5095.689453
	Iteration 15Q: 3 clusters Score -2492229 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2492450.500000 Penalty: 5095.689453
	Iteration 16Q: 3 clusters Score -2492450 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2492605.250000 Penalty: 5095.689453
	Iteration 17Q: 3 clusters Score -2492605 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2492715.750000 Penalty: 5095.689453
	Iteration 18Q: 3 clusters Score -2492716 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2492791.500000 Penalty: 5095.689453
	Iteration 19Q: 3 clusters Score -2492792 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2492853.500000 Penalty: 5095.689453
	Iteration 20F: 3 clusters Score -2492854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2492883.250000 Penalty: 5095.689453
	Iteration 21Q: 3 clusters Score -2492883 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2492910.250000 Penalty: 5095.689453
	Iteration 22Q: 3 clusters Score -2492910 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2492934.000000 Penalty: 5095.689453
	Iteration 23Q: 3 clusters Score -2492934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2492937.250000 Penalty: 5095.689453
	Iteration 24Q: 3 clusters Score -2492937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2492936.750000 Penalty: 5095.689453
	Iteration 25Q: 3 clusters Score -2492937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2492949.250000 Penalty: 5095.689453
	Iteration 26Q: 3 clusters Score -2492949 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2492947.500000 Penalty: 5095.689453
	Iteration 27Q: 3 clusters Score -2492948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2492950.250000 Penalty: 5095.689453
	Iteration 28Q: 3 clusters Score -2492950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2492950.000000 Penalty: 5095.689453
	Iteration 29Q: 3 clusters Score -2492950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2492958.250000 Penalty: 5095.689453
	Iteration 30Q: 3 clusters Score -2492958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2492959.250000 Penalty: 5095.689453
	Iteration 31Q: 3 clusters Score -2492959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2492961.500000 Penalty: 5095.689453
	Iteration 32Q: 3 clusters Score -2492962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2492969.000000 Penalty: 5095.689453
	Iteration 33Q: 3 clusters Score -2492969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2492966.500000 Penalty: 5095.689453
	Iteration 34Q: 3 clusters Score -2492966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2492962.000000 Penalty: 5095.689453
	Iteration 35Q: 3 clusters Score -2492962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2492960.500000 Penalty: 5095.689453
	Iteration 36Q: 3 clusters Score -2492960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2492966.000000 Penalty: 5095.689453
	Iteration 37Q: 3 clusters Score -2492966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -2492964.000000 Penalty: 5095.689453
	Iteration 38Q: 3 clusters Score -2492964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2492964.500000 Penalty: 5095.689453
	Iteration 39Q: 3 clusters Score -2492964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2492965.000000 Penalty: 5095.689453
	Iteration 40F: 3 clusters Score -2492965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Entering Unmasked Estep 
Score: -485324.437500 Penalty: 2152.680176
	Iteration 0F: 2 clusters Score -485324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -480236.687500 Penalty: 4305.360352
	Iteration 0F: 3 clusters Score -480236.7 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -481574.875000 Penalty: 4305.360352
	Iteration 1F: 3 clusters Score -481574.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -481820.750000 Penalty: 4305.360352
	Iteration 2F: 3 clusters Score -481820.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -481994.343750 Penalty: 4305.360352
	Iteration 3F: 3 clusters Score -481994.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -482139.406250 Penalty: 4305.360352
	Iteration 4Q: 3 clusters Score -482139.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -482253.187500 Penalty: 4305.360352
	Iteration 5Q: 3 clusters Score -482253.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -482360.031250 Penalty: 4305.360352
	Iteration 6Q: 3 clusters Score -482360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -482471.031250 Penalty: 4305.360352
	Iteration 7Q: 3 clusters Score -482471 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -482573.281250 Penalty: 4305.360352
	Iteration 8Q: 3 clusters Score -482573.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -482677.343750 Penalty: 4305.360352
	Iteration 9Q: 3 clusters Score -482677.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -482792.468750 Penalty: 4305.360352
	Iteration 10Q: 3 clusters Score -482792.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -482901.156250 Penalty: 4305.360352
	Iteration 11Q: 3 clusters Score -482901.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -483049.343750 Penalty: 4305.360352
	Iteration 12Q: 3 clusters Score -483049.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -483203.531250 Penalty: 4305.360352
	Iteration 13Q: 3 clusters Score -483203.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -483331.218750 Penalty: 4305.360352
	Iteration 14Q: 3 clusters Score -483331.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -483425.312500 Penalty: 4305.360352
	Iteration 15Q: 3 clusters Score -483425.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -483483.656250 Penalty: 4305.360352
	Iteration 16Q: 3 clusters Score -483483.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -483531.031250 Penalty: 4305.360352
	Iteration 17Q: 3 clusters Score -483531 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -483572.343750 Penalty: 4305.360352
	Iteration 18Q: 3 clusters Score -483572.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -483602.593750 Penalty: 4305.360352
	Iteration 19Q: 3 clusters Score -483602.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -483631.250000 Penalty: 4305.360352
	Iteration 20F: 3 clusters Score -483631.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -483656.718750 Penalty: 4305.360352
	Iteration 21Q: 3 clusters Score -483656.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -483671.406250 Penalty: 4305.360352
	Iteration 22Q: 3 clusters Score -483671.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -483683.500000 Penalty: 4305.360352
	Iteration 23Q: 3 clusters Score -483683.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -483688.343750 Penalty: 4305.360352
	Iteration 24Q: 3 clusters Score -483688.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -483696.187500 Penalty: 4305.360352
	Iteration 25Q: 3 clusters Score -483696.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -483702.281250 Penalty: 4305.360352
	Iteration 26Q: 3 clusters Score -483702.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -483705.843750 Penalty: 4305.360352
	Iteration 27Q: 3 clusters Score -483705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -483709.906250 Penalty: 4305.360352
	Iteration 28Q: 3 clusters Score -483709.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -483711.625000 Penalty: 4305.360352
	Iteration 29Q: 3 clusters Score -483711.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -483712.906250 Penalty: 4305.360352
	Iteration 30Q: 3 clusters Score -483712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -483714.656250 Penalty: 4305.360352
	Iteration 31Q: 3 clusters Score -483714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -483715.750000 Penalty: 4305.360352
	Iteration 32Q: 3 clusters Score -483715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -483716.812500 Penalty: 4305.360352
	Iteration 33Q: 3 clusters Score -483716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -483718.875000 Penalty: 4305.360352
	Iteration 34Q: 3 clusters Score -483718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -483721.437500 Penalty: 4305.360352
	Iteration 35Q: 3 clusters Score -483721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -483722.468750 Penalty: 4305.360352
	Iteration 36Q: 3 clusters Score -483722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -483723.406250 Penalty: 4305.360352
	Iteration 37Q: 3 clusters Score -483723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -483723.781250 Penalty: 4305.360352
	Iteration 38Q: 3 clusters Score -483723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -483724.125000 Penalty: 4305.360352
	Iteration 39Q: 3 clusters Score -483724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -483725.062500 Penalty: 4305.360352
	Iteration 40F: 3 clusters Score -483725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -483724.656250 Penalty: 4305.360352
	Iteration 41Q: 3 clusters Score -483724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -483724.656250 Penalty: 4305.360352
	Iteration 42F: 3 clusters Score -483724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329117 members 
Entering Unmasked Estep 
Score: -29058216.000000 Penalty: 3150.633789
	Iteration 0F: 2 clusters Score -2.905822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -28837134.000000 Penalty: 6301.267578
	Iteration 0F: 3 clusters Score -2.883713e+07 nChanged 159778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 163413 members 
Entering Unmasked Estep 
Score: -28930376.000000 Penalty: 6301.267578
	Iteration 1F: 3 clusters Score -2.893038e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166998 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -28931258.000000 Penalty: 6301.267578
	Iteration 2Q: 3 clusters Score -2.893126e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168737 members 
Mstep: Class 2 contains 160380 members 
Entering Unmasked Estep 
Score: -28932300.000000 Penalty: 6301.267578
	Iteration 3Q: 3 clusters Score -2.89323e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -28933614.000000 Penalty: 6301.267578
	Iteration 4Q: 3 clusters Score -2.893361e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 153897 members 
Entering Unmasked Estep 
Score: -28935448.000000 Penalty: 6301.267578
	Iteration 5Q: 3 clusters Score -2.893545e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181266 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -28937942.000000 Penalty: 6301.267578
	Iteration 6Q: 3 clusters Score -2.893794e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -28941942.000000 Penalty: 6301.267578
	Iteration 7Q: 3 clusters Score -2.894194e+07 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203847 members 
Mstep: Class 2 contains 125270 members 
Entering Unmasked Estep 
Score: -28949730.000000 Penalty: 6301.267578
	Iteration 8Q: 3 clusters Score -2.894973e+07 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222846 members 
Mstep: Class 2 contains 106271 members 
Entering Unmasked Estep 
Score: -28962148.000000 Penalty: 6301.267578
	Iteration 9F: 3 clusters Score -2.896215e+07 nChanged 24859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247627 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -28981766.000000 Penalty: 6301.267578
	Iteration 10F: 3 clusters Score -2.898177e+07 nChanged 27783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275404 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -29006746.000000 Penalty: 6301.267578
	Iteration 11F: 3 clusters Score -2.900675e+07 nChanged 24861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300265 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -29030182.000000 Penalty: 6301.267578
	Iteration 12F: 3 clusters Score -2.903018e+07 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316404 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -29044820.000000 Penalty: 6301.267578
	Iteration 13Q: 3 clusters Score -2.904482e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324138 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -29051362.000000 Penalty: 6301.267578
	Iteration 14Q: 3 clusters Score -2.905136e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327171 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -29053856.000000 Penalty: 6301.267578
	Iteration 15Q: 3 clusters Score -2.905386e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328227 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -29054758.000000 Penalty: 6301.267578
	Iteration 16Q: 3 clusters Score -2.905476e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328549 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -29055052.000000 Penalty: 6301.267578
	Iteration 17Q: 3 clusters Score -2.905505e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328681 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -29055208.000000 Penalty: 6301.267578
	Iteration 18Q: 3 clusters Score -2.905521e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328739 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29055366.000000 Penalty: 6301.267578
	Iteration 19Q: 3 clusters Score -2.905537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328765 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -29055390.000000 Penalty: 6301.267578
	Iteration 20F: 3 clusters Score -2.905539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328771 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29055394.000000 Penalty: 6301.267578
	Iteration 21Q: 3 clusters Score -2.905539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328778 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -29055392.000000 Penalty: 6301.267578
	Iteration 22Q: 3 clusters Score -2.905539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328790 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29055420.000000 Penalty: 6301.267578
	Iteration 23Q: 3 clusters Score -2.905542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328790 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29055434.000000 Penalty: 6301.267578
	Iteration 24Q: 3 clusters Score -2.905543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328793 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -29055432.000000 Penalty: 6301.267578
	Iteration 25Q: 3 clusters Score -2.905543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328798 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -29055442.000000 Penalty: 6301.267578
	Iteration 26Q: 3 clusters Score -2.905544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328804 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29055444.000000 Penalty: 6301.267578
	Iteration 27Q: 3 clusters Score -2.905544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328807 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29055452.000000 Penalty: 6301.267578
	Iteration 28Q: 3 clusters Score -2.905545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328804 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -29055460.000000 Penalty: 6301.267578
	Iteration 29Q: 3 clusters Score -2.905546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328807 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29055442.000000 Penalty: 6301.267578
	Iteration 30Q: 3 clusters Score -2.905544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328806 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29055440.000000 Penalty: 6301.267578
	Iteration 31Q: 3 clusters Score -2.905544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328806 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29055440.000000 Penalty: 6301.267578
	Iteration 32F: 3 clusters Score -2.905544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Entering Unmasked Estep 
Score: -2301199.000000 Penalty: 2526.789307
	Iteration 0F: 2 clusters Score -2301199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2282851.000000 Penalty: 5053.578613
	Iteration 0F: 3 clusters Score -2282851 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2289273.000000 Penalty: 5053.578613
	Iteration 1F: 3 clusters Score -2289273 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2289869.500000 Penalty: 5053.578613
	Iteration 2F: 3 clusters Score -2289870 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2290391.500000 Penalty: 5053.578613
	Iteration 3Q: 3 clusters Score -2290392 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2290948.500000 Penalty: 5053.578613
	Iteration 4Q: 3 clusters Score -2290948 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2291579.250000 Penalty: 5053.578613
	Iteration 5Q: 3 clusters Score -2291579 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2292275.750000 Penalty: 5053.578613
	Iteration 6Q: 3 clusters Score -2292276 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2293018.500000 Penalty: 5053.578613
	Iteration 7Q: 3 clusters Score -2293018 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2293802.250000 Penalty: 5053.578613
	Iteration 8Q: 3 clusters Score -2293802 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2294627.000000 Penalty: 5053.578613
	Iteration 9Q: 3 clusters Score -2294627 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2295467.500000 Penalty: 5053.578613
	Iteration 10Q: 3 clusters Score -2295468 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2296263.250000 Penalty: 5053.578613
	Iteration 11Q: 3 clusters Score -2296263 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2296891.250000 Penalty: 5053.578613
	Iteration 12Q: 3 clusters Score -2296891 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2297436.750000 Penalty: 5053.578613
	Iteration 13Q: 3 clusters Score -2297437 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2297907.000000 Penalty: 5053.578613
	Iteration 14Q: 3 clusters Score -2297907 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2298367.500000 Penalty: 5053.578613
	Iteration 15Q: 3 clusters Score -2298368 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2298753.750000 Penalty: 5053.578613
	Iteration 16Q: 3 clusters Score -2298754 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2299045.750000 Penalty: 5053.578613
	Iteration 17Q: 3 clusters Score -2299046 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2299273.750000 Penalty: 5053.578613
	Iteration 18Q: 3 clusters Score -2299274 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2299445.750000 Penalty: 5053.578613
	Iteration 19Q: 3 clusters Score -2299446 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2299550.250000 Penalty: 5053.578613
	Iteration 20F: 3 clusters Score -2299550 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2299621.250000 Penalty: 5053.578613
	Iteration 21Q: 3 clusters Score -2299621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2299681.250000 Penalty: 5053.578613
	Iteration 22Q: 3 clusters Score -2299681 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2299738.750000 Penalty: 5053.578613
	Iteration 23Q: 3 clusters Score -2299739 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2299794.250000 Penalty: 5053.578613
	Iteration 24Q: 3 clusters Score -2299794 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2299840.500000 Penalty: 5053.578613
	Iteration 25Q: 3 clusters Score -2299840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2299871.000000 Penalty: 5053.578613
	Iteration 26Q: 3 clusters Score -2299871 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2299901.500000 Penalty: 5053.578613
	Iteration 27Q: 3 clusters Score -2299902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2299928.500000 Penalty: 5053.578613
	Iteration 28Q: 3 clusters Score -2299928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2299943.000000 Penalty: 5053.578613
	Iteration 29Q: 3 clusters Score -2299943 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2299973.000000 Penalty: 5053.578613
	Iteration 30Q: 3 clusters Score -2299973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2299986.000000 Penalty: 5053.578613
	Iteration 31Q: 3 clusters Score -2299986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2300013.750000 Penalty: 5053.578613
	Iteration 32Q: 3 clusters Score -2300014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2300028.500000 Penalty: 5053.578613
	Iteration 33Q: 3 clusters Score -2300028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2300037.000000 Penalty: 5053.578613
	Iteration 34Q: 3 clusters Score -2300037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2300048.500000 Penalty: 5053.578613
	Iteration 35Q: 3 clusters Score -2300048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2300067.500000 Penalty: 5053.578613
	Iteration 36Q: 3 clusters Score -2300068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2300073.750000 Penalty: 5053.578613
	Iteration 37Q: 3 clusters Score -2300074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2300073.500000 Penalty: 5053.578613
	Iteration 38Q: 3 clusters Score -2300074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2300071.500000 Penalty: 5053.578613
	Iteration 39Q: 3 clusters Score -2300072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2300072.750000 Penalty: 5053.578613
	Iteration 40F: 3 clusters Score -2300073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2300072.750000 Penalty: 5053.578613
	Iteration 41Q: 3 clusters Score -2300073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2300076.250000 Penalty: 5053.578613
	Iteration 42Q: 3 clusters Score -2300076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2300081.500000 Penalty: 5053.578613
	Iteration 43Q: 3 clusters Score -2300082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2300082.500000 Penalty: 5053.578613
	Iteration 44Q: 3 clusters Score -2300082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2300083.500000 Penalty: 5053.578613
	Iteration 45Q: 3 clusters Score -2300084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2300083.500000 Penalty: 5053.578613
	Iteration 46F: 3 clusters Score -2300084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Entering Unmasked Estep 
Score: -4780017.000000 Penalty: 2699.963623
	Iteration 0F: 2 clusters Score -4780017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -4744055.000000 Penalty: 5399.927246
	Iteration 0F: 3 clusters Score -4744055 nChanged 24703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4757940.000000 Penalty: 5399.927246
	Iteration 1F: 3 clusters Score -4757940 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4758595.000000 Penalty: 5399.927246
	Iteration 2Q: 3 clusters Score -4758595 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -4759374.000000 Penalty: 5399.927246
	Iteration 3Q: 3 clusters Score -4759374 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -4760302.000000 Penalty: 5399.927246
	Iteration 4Q: 3 clusters Score -4760302 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -4761409.000000 Penalty: 5399.927246
	Iteration 5Q: 3 clusters Score -4761409 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4762648.000000 Penalty: 5399.927246
	Iteration 6Q: 3 clusters Score -4762648 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -4764278.000000 Penalty: 5399.927246
	Iteration 7F: 3 clusters Score -4764278 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4766374.500000 Penalty: 5399.927246
	Iteration 8F: 3 clusters Score -4766374 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4768763.500000 Penalty: 5399.927246
	Iteration 9F: 3 clusters Score -4768764 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4771036.000000 Penalty: 5399.927246
	Iteration 10F: 3 clusters Score -4771036 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4772998.000000 Penalty: 5399.927246
	Iteration 11Q: 3 clusters Score -4772998 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4774398.500000 Penalty: 5399.927246
	Iteration 12Q: 3 clusters Score -4774398 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -4775340.500000 Penalty: 5399.927246
	Iteration 13Q: 3 clusters Score -4775340 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4775928.500000 Penalty: 5399.927246
	Iteration 14Q: 3 clusters Score -4775928 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4776349.500000 Penalty: 5399.927246
	Iteration 15Q: 3 clusters Score -4776350 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -4776658.500000 Penalty: 5399.927246
	Iteration 16Q: 3 clusters Score -4776658 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4776870.000000 Penalty: 5399.927246
	Iteration 17Q: 3 clusters Score -4776870 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4777046.500000 Penalty: 5399.927246
	Iteration 18Q: 3 clusters Score -4777046 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4777193.000000 Penalty: 5399.927246
	Iteration 19Q: 3 clusters Score -4777193 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4777323.500000 Penalty: 5399.927246
	Iteration 20F: 3 clusters Score -4777324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4777436.000000 Penalty: 5399.927246
	Iteration 21Q: 3 clusters Score -4777436 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4777562.500000 Penalty: 5399.927246
	Iteration 22Q: 3 clusters Score -4777562 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4777629.000000 Penalty: 5399.927246
	Iteration 23Q: 3 clusters Score -4777629 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4777681.000000 Penalty: 5399.927246
	Iteration 24Q: 3 clusters Score -4777681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4777713.000000 Penalty: 5399.927246
	Iteration 25Q: 3 clusters Score -4777713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4777734.000000 Penalty: 5399.927246
	Iteration 26Q: 3 clusters Score -4777734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4777745.500000 Penalty: 5399.927246
	Iteration 27Q: 3 clusters Score -4777746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4777763.000000 Penalty: 5399.927246
	Iteration 28Q: 3 clusters Score -4777763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4777774.000000 Penalty: 5399.927246
	Iteration 29Q: 3 clusters Score -4777774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4777779.000000 Penalty: 5399.927246
	Iteration 30Q: 3 clusters Score -4777779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4777798.000000 Penalty: 5399.927246
	Iteration 31Q: 3 clusters Score -4777798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4777813.000000 Penalty: 5399.927246
	Iteration 32Q: 3 clusters Score -4777813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4777812.500000 Penalty: 5399.927246
	Iteration 33Q: 3 clusters Score -4777812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4777824.000000 Penalty: 5399.927246
	Iteration 34Q: 3 clusters Score -4777824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4777828.000000 Penalty: 5399.927246
	Iteration 35Q: 3 clusters Score -4777828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4777829.000000 Penalty: 5399.927246
	Iteration 36Q: 3 clusters Score -4777829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4777834.500000 Penalty: 5399.927246
	Iteration 37Q: 3 clusters Score -4777834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4777836.000000 Penalty: 5399.927246
	Iteration 38Q: 3 clusters Score -4777836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4777851.500000 Penalty: 5399.927246
	Iteration 39Q: 3 clusters Score -4777852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4777848.000000 Penalty: 5399.927246
	Iteration 40F: 3 clusters Score -4777848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4777847.000000 Penalty: 5399.927246
	Iteration 41Q: 3 clusters Score -4777847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4777841.000000 Penalty: 5399.927246
	Iteration 42Q: 3 clusters Score -4777841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4777845.000000 Penalty: 5399.927246
	Iteration 43Q: 3 clusters Score -4777845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4777846.000000 Penalty: 5399.927246
	Iteration 44Q: 3 clusters Score -4777846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4777848.000000 Penalty: 5399.927246
	Iteration 45Q: 3 clusters Score -4777848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4777846.000000 Penalty: 5399.927246
	Iteration 46Q: 3 clusters Score -4777846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4777855.500000 Penalty: 5399.927246
	Iteration 47Q: 3 clusters Score -4777856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4777859.500000 Penalty: 5399.927246
	Iteration 48Q: 3 clusters Score -4777860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4777860.500000 Penalty: 5399.927246
	Iteration 49Q: 3 clusters Score -4777860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4777857.500000 Penalty: 5399.927246
	Iteration 50Q: 3 clusters Score -4777858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4777860.000000 Penalty: 5399.927246
	Iteration 51Q: 3 clusters Score -4777860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4777861.500000 Penalty: 5399.927246
	Iteration 52Q: 3 clusters Score -4777862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4777863.500000 Penalty: 5399.927246
	Iteration 53Q: 3 clusters Score -4777864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4777867.000000 Penalty: 5399.927246
	Iteration 54Q: 3 clusters Score -4777867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4777858.000000 Penalty: 5399.927246
	Iteration 55Q: 3 clusters Score -4777858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4777858.500000 Penalty: 5399.927246
	Iteration 56Q: 3 clusters Score -4777858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4777863.000000 Penalty: 5399.927246
	Iteration 57Q: 3 clusters Score -4777863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4777862.000000 Penalty: 5399.927246
	Iteration 58Q: 3 clusters Score -4777862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4777865.500000 Penalty: 5399.927246
	Iteration 59Q: 3 clusters Score -4777866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4777866.500000 Penalty: 5399.927246
	Iteration 60F: 3 clusters Score -4777866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Entering Unmasked Estep 
Score: -2651654.500000 Penalty: 2582.836426
	Iteration 0F: 2 clusters Score -2651654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2628917.500000 Penalty: 5165.672852
	Iteration 0F: 3 clusters Score -2628918 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2637574.000000 Penalty: 5165.672852
	Iteration 1F: 3 clusters Score -2637574 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2638712.500000 Penalty: 5165.672852
	Iteration 2F: 3 clusters Score -2638712 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2640229.500000 Penalty: 5165.672852
	Iteration 3F: 3 clusters Score -2640230 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2642049.000000 Penalty: 5165.672852
	Iteration 4F: 3 clusters Score -2642049 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2643913.250000 Penalty: 5165.672852
	Iteration 5F: 3 clusters Score -2643913 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2645296.000000 Penalty: 5165.672852
	Iteration 6F: 3 clusters Score -2645296 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2646043.750000 Penalty: 5165.672852
	Iteration 7F: 3 clusters Score -2646044 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2646447.750000 Penalty: 5165.672852
	Iteration 8Q: 3 clusters Score -2646448 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2646660.500000 Penalty: 5165.672852
	Iteration 9Q: 3 clusters Score -2646660 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2646783.250000 Penalty: 5165.672852
	Iteration 10Q: 3 clusters Score -2646783 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2646889.500000 Penalty: 5165.672852
	Iteration 11Q: 3 clusters Score -2646890 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2646990.500000 Penalty: 5165.672852
	Iteration 12Q: 3 clusters Score -2646990 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2647101.250000 Penalty: 5165.672852
	Iteration 13Q: 3 clusters Score -2647101 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2647246.250000 Penalty: 5165.672852
	Iteration 14Q: 3 clusters Score -2647246 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2647389.750000 Penalty: 5165.672852
	Iteration 15Q: 3 clusters Score -2647390 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2647579.500000 Penalty: 5165.672852
	Iteration 16Q: 3 clusters Score -2647580 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2647850.500000 Penalty: 5165.672852
	Iteration 17Q: 3 clusters Score -2647850 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2648250.750000 Penalty: 5165.672852
	Iteration 18Q: 3 clusters Score -2648251 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2648846.750000 Penalty: 5165.672852
	Iteration 19Q: 3 clusters Score -2648847 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2649509.000000 Penalty: 5165.672852
	Iteration 20F: 3 clusters Score -2649509 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2650083.750000 Penalty: 5165.672852
	Iteration 21Q: 3 clusters Score -2650084 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2650481.000000 Penalty: 5165.672852
	Iteration 22Q: 3 clusters Score -2650481 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2650782.500000 Penalty: 5165.672852
	Iteration 23Q: 3 clusters Score -2650782 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2650979.000000 Penalty: 5165.672852
	Iteration 24Q: 3 clusters Score -2650979 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2651116.000000 Penalty: 5165.672852
	Iteration 25Q: 3 clusters Score -2651116 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2651194.500000 Penalty: 5165.672852
	Iteration 26Q: 3 clusters Score -2651194 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2651282.250000 Penalty: 5165.672852
	Iteration 27Q: 3 clusters Score -2651282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2651342.500000 Penalty: 5165.672852
	Iteration 28Q: 3 clusters Score -2651342 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2651398.000000 Penalty: 5165.672852
	Iteration 29Q: 3 clusters Score -2651398 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2651423.000000 Penalty: 5165.672852
	Iteration 30Q: 3 clusters Score -2651423 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2651453.250000 Penalty: 5165.672852
	Iteration 31Q: 3 clusters Score -2651453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2651468.000000 Penalty: 5165.672852
	Iteration 32Q: 3 clusters Score -2651468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2651482.000000 Penalty: 5165.672852
	Iteration 33Q: 3 clusters Score -2651482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2651488.000000 Penalty: 5165.672852
	Iteration 34Q: 3 clusters Score -2651488 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2651508.000000 Penalty: 5165.672852
	Iteration 35Q: 3 clusters Score -2651508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2651522.750000 Penalty: 5165.672852
	Iteration 36Q: 3 clusters Score -2651523 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2651528.250000 Penalty: 5165.672852
	Iteration 37Q: 3 clusters Score -2651528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2651531.000000 Penalty: 5165.672852
	Iteration 38Q: 3 clusters Score -2651531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2651531.000000 Penalty: 5165.672852
	Iteration 39Q: 3 clusters Score -2651531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2651539.750000 Penalty: 5165.672852
	Iteration 40F: 3 clusters Score -2651540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2651550.250000 Penalty: 5165.672852
	Iteration 41Q: 3 clusters Score -2651550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2651559.000000 Penalty: 5165.672852
	Iteration 42Q: 3 clusters Score -2651559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2651561.500000 Penalty: 5165.672852
	Iteration 43Q: 3 clusters Score -2651562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2651564.500000 Penalty: 5165.672852
	Iteration 44Q: 3 clusters Score -2651564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2651567.000000 Penalty: 5165.672852
	Iteration 45Q: 3 clusters Score -2651567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2651564.250000 Penalty: 5165.672852
	Iteration 46Q: 3 clusters Score -2651564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2651569.750000 Penalty: 5165.672852
	Iteration 47Q: 3 clusters Score -2651570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2651579.250000 Penalty: 5165.672852
	Iteration 48Q: 3 clusters Score -2651579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2651582.750000 Penalty: 5165.672852
	Iteration 49Q: 3 clusters Score -2651583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2651592.250000 Penalty: 5165.672852
	Iteration 50Q: 3 clusters Score -2651592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2651608.250000 Penalty: 5165.672852
	Iteration 51Q: 3 clusters Score -2651608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2651630.500000 Penalty: 5165.672852
	Iteration 52Q: 3 clusters Score -2651630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2651673.500000 Penalty: 5165.672852
	Iteration 53Q: 3 clusters Score -2651674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2651759.000000 Penalty: 5165.672852
	Iteration 54Q: 3 clusters Score -2651759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2651895.000000 Penalty: 5165.672852
	Iteration 55Q: 3 clusters Score -2651895 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2652050.750000 Penalty: 5165.672852
	Iteration 56Q: 3 clusters Score -2652051 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2652157.750000 Penalty: 5165.672852
	Iteration 57Q: 3 clusters Score -2652158 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2652206.000000 Penalty: 5165.672852
	Iteration 58Q: 3 clusters Score -2652206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2652230.750000 Penalty: 5165.672852
	Iteration 59Q: 3 clusters Score -2652231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2652249.000000 Penalty: 5165.672852
	Iteration 60F: 3 clusters Score -2652249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2652254.500000 Penalty: 5165.672852
	Iteration 61Q: 3 clusters Score -2652254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2652266.000000 Penalty: 5165.672852
	Iteration 62Q: 3 clusters Score -2652266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2652270.250000 Penalty: 5165.672852
	Iteration 63Q: 3 clusters Score -2652270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2652269.250000 Penalty: 5165.672852
	Iteration 64Q: 3 clusters Score -2652269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2652270.500000 Penalty: 5165.672852
	Iteration 65Q: 3 clusters Score -2652270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2652267.000000 Penalty: 5165.672852
	Iteration 66Q: 3 clusters Score -2652267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2652270.250000 Penalty: 5165.672852
	Iteration 67Q: 3 clusters Score -2652270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2652270.500000 Penalty: 5165.672852
	Iteration 68Q: 3 clusters Score -2652270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2652269.500000 Penalty: 5165.672852
	Iteration 69Q: 3 clusters Score -2652270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2652269.500000 Penalty: 5165.672852
	Iteration 70F: 3 clusters Score -2652270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26600 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 30229 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 3116 members 
Entering Unmasked Estep 
Score: -113006464.000000 Penalty: 139884.406250
Splitting cluster 25 changes total score from -113007232.000000 to -113006464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (8411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Entering Unmasked Estep 
Score: -728485.625000 Penalty: 2241.249268
	Iteration 0F: 2 clusters Score -728485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -721942.812500 Penalty: 4482.498535
	Iteration 0F: 3 clusters Score -721942.8 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -723831.062500 Penalty: 4482.498535
	Iteration 1F: 3 clusters Score -723831.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -724152.000000 Penalty: 4482.498535
	Iteration 2F: 3 clusters Score -724152 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -724400.750000 Penalty: 4482.498535
	Iteration 3F: 3 clusters Score -724400.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -724589.250000 Penalty: 4482.498535
	Iteration 4Q: 3 clusters Score -724589.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -724769.250000 Penalty: 4482.498535
	Iteration 5Q: 3 clusters Score -724769.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -724973.562500 Penalty: 4482.498535
	Iteration 6Q: 3 clusters Score -724973.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -725235.437500 Penalty: 4482.498535
	Iteration 7Q: 3 clusters Score -725235.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -725505.125000 Penalty: 4482.498535
	Iteration 8Q: 3 clusters Score -725505.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -725747.000000 Penalty: 4482.498535
	Iteration 9Q: 3 clusters Score -725747 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -725939.625000 Penalty: 4482.498535
	Iteration 10Q: 3 clusters Score -725939.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -726112.875000 Penalty: 4482.498535
	Iteration 11Q: 3 clusters Score -726112.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -726245.000000 Penalty: 4482.498535
	Iteration 12Q: 3 clusters Score -726245 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -726333.250000 Penalty: 4482.498535
	Iteration 13Q: 3 clusters Score -726333.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -726393.750000 Penalty: 4482.498535
	Iteration 14Q: 3 clusters Score -726393.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -726438.062500 Penalty: 4482.498535
	Iteration 15Q: 3 clusters Score -726438.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -726472.937500 Penalty: 4482.498535
	Iteration 16Q: 3 clusters Score -726472.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -726507.000000 Penalty: 4482.498535
	Iteration 17Q: 3 clusters Score -726507 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -726533.125000 Penalty: 4482.498535
	Iteration 18Q: 3 clusters Score -726533.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -726554.062500 Penalty: 4482.498535
	Iteration 19Q: 3 clusters Score -726554.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -726567.875000 Penalty: 4482.498535
	Iteration 20F: 3 clusters Score -726567.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -726583.562500 Penalty: 4482.498535
	Iteration 21Q: 3 clusters Score -726583.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -726595.125000 Penalty: 4482.498535
	Iteration 22Q: 3 clusters Score -726595.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -726606.250000 Penalty: 4482.498535
	Iteration 23Q: 3 clusters Score -726606.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -726616.500000 Penalty: 4482.498535
	Iteration 24Q: 3 clusters Score -726616.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -726621.250000 Penalty: 4482.498535
	Iteration 25Q: 3 clusters Score -726621.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -726627.375000 Penalty: 4482.498535
	Iteration 26Q: 3 clusters Score -726627.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -726634.312500 Penalty: 4482.498535
	Iteration 27Q: 3 clusters Score -726634.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -726640.687500 Penalty: 4482.498535
	Iteration 28Q: 3 clusters Score -726640.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -726644.812500 Penalty: 4482.498535
	Iteration 29Q: 3 clusters Score -726644.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -726651.250000 Penalty: 4482.498535
	Iteration 30Q: 3 clusters Score -726651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -726655.312500 Penalty: 4482.498535
	Iteration 31Q: 3 clusters Score -726655.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -726662.125000 Penalty: 4482.498535
	Iteration 32Q: 3 clusters Score -726662.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -726670.312500 Penalty: 4482.498535
	Iteration 33Q: 3 clusters Score -726670.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -726678.000000 Penalty: 4482.498535
	Iteration 34Q: 3 clusters Score -726678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -726681.562500 Penalty: 4482.498535
	Iteration 35Q: 3 clusters Score -726681.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -726691.062500 Penalty: 4482.498535
	Iteration 36Q: 3 clusters Score -726691.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -726703.812500 Penalty: 4482.498535
	Iteration 37Q: 3 clusters Score -726703.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -726711.687500 Penalty: 4482.498535
	Iteration 38Q: 3 clusters Score -726711.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -726722.375000 Penalty: 4482.498535
	Iteration 39Q: 3 clusters Score -726722.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -726732.375000 Penalty: 4482.498535
	Iteration 40F: 3 clusters Score -726732.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -726736.937500 Penalty: 4482.498535
	Iteration 41Q: 3 clusters Score -726736.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -726744.125000 Penalty: 4482.498535
	Iteration 42Q: 3 clusters Score -726744.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -726751.812500 Penalty: 4482.498535
	Iteration 43Q: 3 clusters Score -726751.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -726757.937500 Penalty: 4482.498535
	Iteration 44Q: 3 clusters Score -726757.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -726762.312500 Penalty: 4482.498535
	Iteration 45Q: 3 clusters Score -726762.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -726763.062500 Penalty: 4482.498535
	Iteration 46Q: 3 clusters Score -726763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -726763.562500 Penalty: 4482.498535
	Iteration 47Q: 3 clusters Score -726763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -726764.812500 Penalty: 4482.498535
	Iteration 48Q: 3 clusters Score -726764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -726764.187500 Penalty: 4482.498535
	Iteration 49Q: 3 clusters Score -726764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -726764.187500 Penalty: 4482.498535
	Iteration 50F: 3 clusters Score -726764.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -161366.812500 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -161366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -158709.531250 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -158709.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -159246.984375 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -159247 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -159380.656250 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -159380.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -159469.578125 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -159469.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -159539.453125 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -159539.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -159606.171875 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -159606.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -159657.093750 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -159657.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -159724.078125 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -159724.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -159790.718750 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -159790.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -159860.062500 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -159860.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -159926.171875 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -159926.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -159993.640625 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -159993.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -160040.046875 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -160040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -160073.656250 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -160073.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -160114.671875 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -160114.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160167.593750 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -160167.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -160216.390625 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -160216.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -160272.843750 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -160272.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -160337.046875 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -160337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160417.328125 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -160417.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160498.312500 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -160498.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160570.359375 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -160570.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -160624.046875 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -160624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -160673.203125 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -160673.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160707.812500 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -160707.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160726.000000 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -160726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160738.218750 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -160738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160747.203125 Penalty: 3787.110840
	Iteration 27Q: 3 clusters Score -160747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160755.359375 Penalty: 3787.110840
	Iteration 28Q: 3 clusters Score -160755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -160758.828125 Penalty: 3787.110840
	Iteration 29Q: 3 clusters Score -160758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -160760.578125 Penalty: 3787.110840
	Iteration 30Q: 3 clusters Score -160760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160760.750000 Penalty: 3787.110840
	Iteration 31Q: 3 clusters Score -160760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160761.078125 Penalty: 3787.110840
	Iteration 32Q: 3 clusters Score -160761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -160761.906250 Penalty: 3787.110840
	Iteration 33Q: 3 clusters Score -160761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -160762.343750 Penalty: 3787.110840
	Iteration 34Q: 3 clusters Score -160762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160762.734375 Penalty: 3787.110840
	Iteration 35Q: 3 clusters Score -160762.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -160762.734375 Penalty: 3787.110840
	Iteration 36F: 3 clusters Score -160762.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -238377.718750 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -238377.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -235092.937500 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -235092.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -235798.281250 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -235798.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -236053.968750 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -236054 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -236319.390625 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -236319.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -236562.968750 Penalty: 3981.628174
	Iteration 4F: 3 clusters Score -236563 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -236842.625000 Penalty: 3981.628174
	Iteration 5F: 3 clusters Score -236842.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -237174.859375 Penalty: 3981.628174
	Iteration 6F: 3 clusters Score -237174.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -237493.312500 Penalty: 3981.628174
	Iteration 7F: 3 clusters Score -237493.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -237762.078125 Penalty: 3981.628174
	Iteration 8F: 3 clusters Score -237762.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -237888.968750 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -237889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -237962.750000 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -237962.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -238034.562500 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -238034.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -238085.890625 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -238085.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -238127.500000 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -238127.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -238173.093750 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -238173.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -238230.156250 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -238230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -238278.328125 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -238278.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -238305.109375 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -238305.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -238323.671875 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -238323.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -238337.015625 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -238337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -238347.062500 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -238347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -238356.234375 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -238356.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238360.484375 Penalty: 3981.628174
	Iteration 22Q: 3 clusters Score -238360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -238363.546875 Penalty: 3981.628174
	Iteration 23Q: 3 clusters Score -238363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -238366.468750 Penalty: 3981.628174
	Iteration 24Q: 3 clusters Score -238366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238367.578125 Penalty: 3981.628174
	Iteration 25Q: 3 clusters Score -238367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238367.578125 Penalty: 3981.628174
	Iteration 26F: 3 clusters Score -238367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -1840720.750000 Penalty: 2468.954834
	Iteration 0F: 2 clusters Score -1840721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1826050.125000 Penalty: 4937.909668
	Iteration 0F: 3 clusters Score -1826050 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1831189.750000 Penalty: 4937.909668
	Iteration 1F: 3 clusters Score -1831190 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1831770.625000 Penalty: 4937.909668
	Iteration 2F: 3 clusters Score -1831771 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1832364.750000 Penalty: 4937.909668
	Iteration 3F: 3 clusters Score -1832365 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1833025.000000 Penalty: 4937.909668
	Iteration 4F: 3 clusters Score -1833025 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1833666.875000 Penalty: 4937.909668
	Iteration 5F: 3 clusters Score -1833667 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1834347.500000 Penalty: 4937.909668
	Iteration 6F: 3 clusters Score -1834348 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1835018.750000 Penalty: 4937.909668
	Iteration 7Q: 3 clusters Score -1835019 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1835666.250000 Penalty: 4937.909668
	Iteration 8Q: 3 clusters Score -1835666 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1836278.250000 Penalty: 4937.909668
	Iteration 9Q: 3 clusters Score -1836278 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1836804.500000 Penalty: 4937.909668
	Iteration 10Q: 3 clusters Score -1836804 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1837227.750000 Penalty: 4937.909668
	Iteration 11Q: 3 clusters Score -1837228 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1837541.625000 Penalty: 4937.909668
	Iteration 12Q: 3 clusters Score -1837542 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1837833.375000 Penalty: 4937.909668
	Iteration 13Q: 3 clusters Score -1837833 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1838106.625000 Penalty: 4937.909668
	Iteration 14Q: 3 clusters Score -1838107 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1838347.625000 Penalty: 4937.909668
	Iteration 15Q: 3 clusters Score -1838348 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1838636.250000 Penalty: 4937.909668
	Iteration 16Q: 3 clusters Score -1838636 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1838856.375000 Penalty: 4937.909668
	Iteration 17Q: 3 clusters Score -1838856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1838960.500000 Penalty: 4937.909668
	Iteration 18Q: 3 clusters Score -1838960 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1839005.375000 Penalty: 4937.909668
	Iteration 19Q: 3 clusters Score -1839005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1839032.750000 Penalty: 4937.909668
	Iteration 20F: 3 clusters Score -1839033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1839051.875000 Penalty: 4937.909668
	Iteration 21Q: 3 clusters Score -1839052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1839065.500000 Penalty: 4937.909668
	Iteration 22Q: 3 clusters Score -1839066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1839075.000000 Penalty: 4937.909668
	Iteration 23Q: 3 clusters Score -1839075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1839080.625000 Penalty: 4937.909668
	Iteration 24Q: 3 clusters Score -1839081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1839089.750000 Penalty: 4937.909668
	Iteration 25Q: 3 clusters Score -1839090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1839096.000000 Penalty: 4937.909668
	Iteration 26Q: 3 clusters Score -1839096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1839101.875000 Penalty: 4937.909668
	Iteration 27Q: 3 clusters Score -1839102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1839112.500000 Penalty: 4937.909668
	Iteration 28Q: 3 clusters Score -1839112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1839112.875000 Penalty: 4937.909668
	Iteration 29Q: 3 clusters Score -1839113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1839112.000000 Penalty: 4937.909668
	Iteration 30Q: 3 clusters Score -1839112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1839113.250000 Penalty: 4937.909668
	Iteration 31Q: 3 clusters Score -1839113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1839117.125000 Penalty: 4937.909668
	Iteration 32Q: 3 clusters Score -1839117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1839122.625000 Penalty: 4937.909668
	Iteration 33Q: 3 clusters Score -1839123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1839128.625000 Penalty: 4937.909668
	Iteration 34Q: 3 clusters Score -1839129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1839129.750000 Penalty: 4937.909668
	Iteration 35Q: 3 clusters Score -1839130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1839134.000000 Penalty: 4937.909668
	Iteration 36Q: 3 clusters Score -1839134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1839134.875000 Penalty: 4937.909668
	Iteration 37Q: 3 clusters Score -1839135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1839132.625000 Penalty: 4937.909668
	Iteration 38Q: 3 clusters Score -1839133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1839130.625000 Penalty: 4937.909668
	Iteration 39Q: 3 clusters Score -1839131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1839133.000000 Penalty: 4937.909668
	Iteration 40F: 3 clusters Score -1839133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1839132.750000 Penalty: 4937.909668
	Iteration 41Q: 3 clusters Score -1839133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1839130.500000 Penalty: 4937.909668
	Iteration 42Q: 3 clusters Score -1839130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1839132.875000 Penalty: 4937.909668
	Iteration 43Q: 3 clusters Score -1839133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1839132.625000 Penalty: 4937.909668
	Iteration 44Q: 3 clusters Score -1839133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1839135.375000 Penalty: 4937.909668
	Iteration 45Q: 3 clusters Score -1839135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1839139.375000 Penalty: 4937.909668
	Iteration 46Q: 3 clusters Score -1839139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1839137.875000 Penalty: 4937.909668
	Iteration 47Q: 3 clusters Score -1839138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1839142.125000 Penalty: 4937.909668
	Iteration 48Q: 3 clusters Score -1839142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1839141.000000 Penalty: 4937.909668
	Iteration 49Q: 3 clusters Score -1839141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1839139.375000 Penalty: 4937.909668
	Iteration 50Q: 3 clusters Score -1839139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1839143.375000 Penalty: 4937.909668
	Iteration 51Q: 3 clusters Score -1839143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1839146.375000 Penalty: 4937.909668
	Iteration 52Q: 3 clusters Score -1839146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1839146.375000 Penalty: 4937.909668
	Iteration 53F: 3 clusters Score -1839146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Entering Unmasked Estep 
Score: -1246878.750000 Penalty: 2375.541260
	Iteration 0F: 2 clusters Score -1246879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1236364.750000 Penalty: 4751.082520
	Iteration 0F: 3 clusters Score -1236365 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1239911.250000 Penalty: 4751.082520
	Iteration 1F: 3 clusters Score -1239911 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1240621.250000 Penalty: 4751.082520
	Iteration 2F: 3 clusters Score -1240621 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1241345.750000 Penalty: 4751.082520
	Iteration 3F: 3 clusters Score -1241346 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1242095.500000 Penalty: 4751.082520
	Iteration 4F: 3 clusters Score -1242096 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1242835.750000 Penalty: 4751.082520
	Iteration 5F: 3 clusters Score -1242836 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1243512.250000 Penalty: 4751.082520
	Iteration 6F: 3 clusters Score -1243512 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1244043.500000 Penalty: 4751.082520
	Iteration 7F: 3 clusters Score -1244044 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1244496.375000 Penalty: 4751.082520
	Iteration 8Q: 3 clusters Score -1244496 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1244919.500000 Penalty: 4751.082520
	Iteration 9Q: 3 clusters Score -1244920 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1245252.125000 Penalty: 4751.082520
	Iteration 10Q: 3 clusters Score -1245252 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1245499.375000 Penalty: 4751.082520
	Iteration 11Q: 3 clusters Score -1245499 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1245628.000000 Penalty: 4751.082520
	Iteration 12Q: 3 clusters Score -1245628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1245691.875000 Penalty: 4751.082520
	Iteration 13Q: 3 clusters Score -1245692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1245730.125000 Penalty: 4751.082520
	Iteration 14Q: 3 clusters Score -1245730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1245755.375000 Penalty: 4751.082520
	Iteration 15Q: 3 clusters Score -1245755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1245774.500000 Penalty: 4751.082520
	Iteration 16Q: 3 clusters Score -1245774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1245796.875000 Penalty: 4751.082520
	Iteration 17Q: 3 clusters Score -1245797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1245806.625000 Penalty: 4751.082520
	Iteration 18Q: 3 clusters Score -1245807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1245816.500000 Penalty: 4751.082520
	Iteration 19Q: 3 clusters Score -1245816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1245823.500000 Penalty: 4751.082520
	Iteration 20F: 3 clusters Score -1245824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1245831.500000 Penalty: 4751.082520
	Iteration 21Q: 3 clusters Score -1245832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1245838.125000 Penalty: 4751.082520
	Iteration 22Q: 3 clusters Score -1245838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1245846.125000 Penalty: 4751.082520
	Iteration 23Q: 3 clusters Score -1245846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1245852.125000 Penalty: 4751.082520
	Iteration 24Q: 3 clusters Score -1245852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1245857.000000 Penalty: 4751.082520
	Iteration 25Q: 3 clusters Score -1245857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1245855.000000 Penalty: 4751.082520
	Iteration 26Q: 3 clusters Score -1245855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1245857.000000 Penalty: 4751.082520
	Iteration 27Q: 3 clusters Score -1245857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1245856.250000 Penalty: 4751.082520
	Iteration 28Q: 3 clusters Score -1245856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1245856.250000 Penalty: 4751.082520
	Iteration 29Q: 3 clusters Score -1245856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1245856.875000 Penalty: 4751.082520
	Iteration 30Q: 3 clusters Score -1245857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1245857.875000 Penalty: 4751.082520
	Iteration 31Q: 3 clusters Score -1245858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1245857.875000 Penalty: 4751.082520
	Iteration 32F: 3 clusters Score -1245858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Entering Unmasked Estep 
Score: -905786.187500 Penalty: 2293.031250
	Iteration 0F: 2 clusters Score -905786.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -897841.625000 Penalty: 4586.062500
	Iteration 0F: 3 clusters Score -897841.6 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -900209.250000 Penalty: 4586.062500
	Iteration 1F: 3 clusters Score -900209.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -900542.687500 Penalty: 4586.062500
	Iteration 2F: 3 clusters Score -900542.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -900790.562500 Penalty: 4586.062500
	Iteration 3F: 3 clusters Score -900790.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -900973.312500 Penalty: 4586.062500
	Iteration 4Q: 3 clusters Score -900973.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -901087.437500 Penalty: 4586.062500
	Iteration 5Q: 3 clusters Score -901087.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -901191.000000 Penalty: 4586.062500
	Iteration 6Q: 3 clusters Score -901191 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -901290.875000 Penalty: 4586.062500
	Iteration 7Q: 3 clusters Score -901290.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -901386.937500 Penalty: 4586.062500
	Iteration 8Q: 3 clusters Score -901386.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -901473.625000 Penalty: 4586.062500
	Iteration 9Q: 3 clusters Score -901473.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -901564.500000 Penalty: 4586.062500
	Iteration 10Q: 3 clusters Score -901564.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -901660.062500 Penalty: 4586.062500
	Iteration 11Q: 3 clusters Score -901660.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -901770.750000 Penalty: 4586.062500
	Iteration 12Q: 3 clusters Score -901770.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -901904.062500 Penalty: 4586.062500
	Iteration 13Q: 3 clusters Score -901904.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -902065.500000 Penalty: 4586.062500
	Iteration 14Q: 3 clusters Score -902065.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -902254.625000 Penalty: 4586.062500
	Iteration 15Q: 3 clusters Score -902254.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -902441.125000 Penalty: 4586.062500
	Iteration 16Q: 3 clusters Score -902441.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -902658.875000 Penalty: 4586.062500
	Iteration 17Q: 3 clusters Score -902658.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -902852.875000 Penalty: 4586.062500
	Iteration 18Q: 3 clusters Score -902852.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -903028.812500 Penalty: 4586.062500
	Iteration 19Q: 3 clusters Score -903028.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -903179.812500 Penalty: 4586.062500
	Iteration 20F: 3 clusters Score -903179.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -903295.562500 Penalty: 4586.062500
	Iteration 21Q: 3 clusters Score -903295.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -903391.125000 Penalty: 4586.062500
	Iteration 22Q: 3 clusters Score -903391.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -903476.750000 Penalty: 4586.062500
	Iteration 23Q: 3 clusters Score -903476.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -903546.750000 Penalty: 4586.062500
	Iteration 24Q: 3 clusters Score -903546.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -903609.812500 Penalty: 4586.062500
	Iteration 25Q: 3 clusters Score -903609.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -903660.875000 Penalty: 4586.062500
	Iteration 26Q: 3 clusters Score -903660.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -903704.500000 Penalty: 4586.062500
	Iteration 27Q: 3 clusters Score -903704.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -903752.687500 Penalty: 4586.062500
	Iteration 28Q: 3 clusters Score -903752.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -903780.062500 Penalty: 4586.062500
	Iteration 29Q: 3 clusters Score -903780.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -903809.562500 Penalty: 4586.062500
	Iteration 30Q: 3 clusters Score -903809.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -903841.375000 Penalty: 4586.062500
	Iteration 31Q: 3 clusters Score -903841.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -903891.375000 Penalty: 4586.062500
	Iteration 32Q: 3 clusters Score -903891.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -903942.812500 Penalty: 4586.062500
	Iteration 33Q: 3 clusters Score -903942.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -903985.937500 Penalty: 4586.062500
	Iteration 34Q: 3 clusters Score -903985.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -904023.812500 Penalty: 4586.062500
	Iteration 35Q: 3 clusters Score -904023.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -904052.000000 Penalty: 4586.062500
	Iteration 36Q: 3 clusters Score -904052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -904064.000000 Penalty: 4586.062500
	Iteration 37Q: 3 clusters Score -904064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -904072.312500 Penalty: 4586.062500
	Iteration 38Q: 3 clusters Score -904072.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -904081.437500 Penalty: 4586.062500
	Iteration 39Q: 3 clusters Score -904081.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -904082.937500 Penalty: 4586.062500
	Iteration 40F: 3 clusters Score -904082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -904089.375000 Penalty: 4586.062500
	Iteration 41Q: 3 clusters Score -904089.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -904090.562500 Penalty: 4586.062500
	Iteration 42Q: 3 clusters Score -904090.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -904095.125000 Penalty: 4586.062500
	Iteration 43Q: 3 clusters Score -904095.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -904101.687500 Penalty: 4586.062500
	Iteration 44Q: 3 clusters Score -904101.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -904104.937500 Penalty: 4586.062500
	Iteration 45Q: 3 clusters Score -904104.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -904105.812500 Penalty: 4586.062500
	Iteration 46Q: 3 clusters Score -904105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -904106.750000 Penalty: 4586.062500
	Iteration 47Q: 3 clusters Score -904106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -904105.625000 Penalty: 4586.062500
	Iteration 48Q: 3 clusters Score -904105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -904108.125000 Penalty: 4586.062500
	Iteration 49Q: 3 clusters Score -904108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -904107.625000 Penalty: 4586.062500
	Iteration 50Q: 3 clusters Score -904107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -904109.000000 Penalty: 4586.062500
	Iteration 51Q: 3 clusters Score -904109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -904108.750000 Penalty: 4586.062500
	Iteration 52Q: 3 clusters Score -904108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -904109.125000 Penalty: 4586.062500
	Iteration 53Q: 3 clusters Score -904109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -904108.375000 Penalty: 4586.062500
	Iteration 54Q: 3 clusters Score -904108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -904109.125000 Penalty: 4586.062500
	Iteration 55Q: 3 clusters Score -904109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -904108.062500 Penalty: 4586.062500
	Iteration 56Q: 3 clusters Score -904108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -904108.562500 Penalty: 4586.062500
	Iteration 57Q: 3 clusters Score -904108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -904108.562500 Penalty: 4586.062500
	Iteration 58F: 3 clusters Score -904108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Entering Unmasked Estep 
Score: -1249793.500000 Penalty: 2370.322754
	Iteration 0F: 2 clusters Score -1249794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1239444.875000 Penalty: 4740.645508
	Iteration 0F: 3 clusters Score -1239445 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1242684.250000 Penalty: 4740.645508
	Iteration 1F: 3 clusters Score -1242684 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1243057.250000 Penalty: 4740.645508
	Iteration 2F: 3 clusters Score -1243057 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1243369.000000 Penalty: 4740.645508
	Iteration 3F: 3 clusters Score -1243369 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1243658.500000 Penalty: 4740.645508
	Iteration 4Q: 3 clusters Score -1243658 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1243989.000000 Penalty: 4740.645508
	Iteration 5Q: 3 clusters Score -1243989 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1244403.750000 Penalty: 4740.645508
	Iteration 6Q: 3 clusters Score -1244404 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1244914.625000 Penalty: 4740.645508
	Iteration 7F: 3 clusters Score -1244915 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1245477.500000 Penalty: 4740.645508
	Iteration 8F: 3 clusters Score -1245478 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1246085.375000 Penalty: 4740.645508
	Iteration 9F: 3 clusters Score -1246085 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1246648.625000 Penalty: 4740.645508
	Iteration 10Q: 3 clusters Score -1246649 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1247001.625000 Penalty: 4740.645508
	Iteration 11Q: 3 clusters Score -1247002 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1247240.625000 Penalty: 4740.645508
	Iteration 12Q: 3 clusters Score -1247241 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1247415.625000 Penalty: 4740.645508
	Iteration 13Q: 3 clusters Score -1247416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1247511.625000 Penalty: 4740.645508
	Iteration 14Q: 3 clusters Score -1247512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1247559.375000 Penalty: 4740.645508
	Iteration 15Q: 3 clusters Score -1247559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1247613.750000 Penalty: 4740.645508
	Iteration 16Q: 3 clusters Score -1247614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1247651.750000 Penalty: 4740.645508
	Iteration 17Q: 3 clusters Score -1247652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1247697.125000 Penalty: 4740.645508
	Iteration 18Q: 3 clusters Score -1247697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1247712.500000 Penalty: 4740.645508
	Iteration 19Q: 3 clusters Score -1247712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1247724.000000 Penalty: 4740.645508
	Iteration 20F: 3 clusters Score -1247724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1247734.625000 Penalty: 4740.645508
	Iteration 21Q: 3 clusters Score -1247735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1247739.625000 Penalty: 4740.645508
	Iteration 22Q: 3 clusters Score -1247740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1247751.625000 Penalty: 4740.645508
	Iteration 23Q: 3 clusters Score -1247752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1247757.125000 Penalty: 4740.645508
	Iteration 24Q: 3 clusters Score -1247757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1247764.875000 Penalty: 4740.645508
	Iteration 25Q: 3 clusters Score -1247765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1247765.875000 Penalty: 4740.645508
	Iteration 26Q: 3 clusters Score -1247766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1247767.375000 Penalty: 4740.645508
	Iteration 27Q: 3 clusters Score -1247767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1247769.000000 Penalty: 4740.645508
	Iteration 28Q: 3 clusters Score -1247769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1247769.000000 Penalty: 4740.645508
	Iteration 29F: 3 clusters Score -1247769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -1104386.250000 Penalty: 2349.459473
	Iteration 0F: 2 clusters Score -1104386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1094803.000000 Penalty: 4698.918945
	Iteration 0F: 3 clusters Score -1094803 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1097696.250000 Penalty: 4698.918945
	Iteration 1F: 3 clusters Score -1097696 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1098018.875000 Penalty: 4698.918945
	Iteration 2F: 3 clusters Score -1098019 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1098302.625000 Penalty: 4698.918945
	Iteration 3Q: 3 clusters Score -1098303 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1098584.000000 Penalty: 4698.918945
	Iteration 4Q: 3 clusters Score -1098584 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1098899.875000 Penalty: 4698.918945
	Iteration 5Q: 3 clusters Score -1098900 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1099247.625000 Penalty: 4698.918945
	Iteration 6Q: 3 clusters Score -1099248 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1099616.500000 Penalty: 4698.918945
	Iteration 7Q: 3 clusters Score -1099616 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1100010.500000 Penalty: 4698.918945
	Iteration 8Q: 3 clusters Score -1100010 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1100368.125000 Penalty: 4698.918945
	Iteration 9Q: 3 clusters Score -1100368 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1100707.000000 Penalty: 4698.918945
	Iteration 10Q: 3 clusters Score -1100707 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1100983.500000 Penalty: 4698.918945
	Iteration 11Q: 3 clusters Score -1100984 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1101172.250000 Penalty: 4698.918945
	Iteration 12Q: 3 clusters Score -1101172 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1101276.500000 Penalty: 4698.918945
	Iteration 13Q: 3 clusters Score -1101276 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1101335.500000 Penalty: 4698.918945
	Iteration 14Q: 3 clusters Score -1101336 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1101376.500000 Penalty: 4698.918945
	Iteration 15Q: 3 clusters Score -1101376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1101403.125000 Penalty: 4698.918945
	Iteration 16Q: 3 clusters Score -1101403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1101419.750000 Penalty: 4698.918945
	Iteration 17Q: 3 clusters Score -1101420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1101432.750000 Penalty: 4698.918945
	Iteration 18Q: 3 clusters Score -1101433 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1101444.000000 Penalty: 4698.918945
	Iteration 19Q: 3 clusters Score -1101444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1101456.750000 Penalty: 4698.918945
	Iteration 20F: 3 clusters Score -1101457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1101463.875000 Penalty: 4698.918945
	Iteration 21Q: 3 clusters Score -1101464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1101476.375000 Penalty: 4698.918945
	Iteration 22Q: 3 clusters Score -1101476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1101482.875000 Penalty: 4698.918945
	Iteration 23Q: 3 clusters Score -1101483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1101489.500000 Penalty: 4698.918945
	Iteration 24Q: 3 clusters Score -1101490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1101492.625000 Penalty: 4698.918945
	Iteration 25Q: 3 clusters Score -1101493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1101497.500000 Penalty: 4698.918945
	Iteration 26Q: 3 clusters Score -1101498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1101503.375000 Penalty: 4698.918945
	Iteration 27Q: 3 clusters Score -1101503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1101509.625000 Penalty: 4698.918945
	Iteration 28Q: 3 clusters Score -1101510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1101513.125000 Penalty: 4698.918945
	Iteration 29Q: 3 clusters Score -1101513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1101515.000000 Penalty: 4698.918945
	Iteration 30Q: 3 clusters Score -1101515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1101519.875000 Penalty: 4698.918945
	Iteration 31Q: 3 clusters Score -1101520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1101522.500000 Penalty: 4698.918945
	Iteration 32Q: 3 clusters Score -1101522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1101524.125000 Penalty: 4698.918945
	Iteration 33Q: 3 clusters Score -1101524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1101529.500000 Penalty: 4698.918945
	Iteration 34Q: 3 clusters Score -1101530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1101530.375000 Penalty: 4698.918945
	Iteration 35Q: 3 clusters Score -1101530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1101533.000000 Penalty: 4698.918945
	Iteration 36Q: 3 clusters Score -1101533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1101533.375000 Penalty: 4698.918945
	Iteration 37Q: 3 clusters Score -1101533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1101533.125000 Penalty: 4698.918945
	Iteration 38Q: 3 clusters Score -1101533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1101535.375000 Penalty: 4698.918945
	Iteration 39Q: 3 clusters Score -1101535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1101537.625000 Penalty: 4698.918945
	Iteration 40F: 3 clusters Score -1101538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1101545.625000 Penalty: 4698.918945
	Iteration 41Q: 3 clusters Score -1101546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1101544.000000 Penalty: 4698.918945
	Iteration 42Q: 3 clusters Score -1101544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1101544.375000 Penalty: 4698.918945
	Iteration 43Q: 3 clusters Score -1101544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1101545.500000 Penalty: 4698.918945
	Iteration 44Q: 3 clusters Score -1101546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1101545.375000 Penalty: 4698.918945
	Iteration 45Q: 3 clusters Score -1101545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1101547.250000 Penalty: 4698.918945
	Iteration 46Q: 3 clusters Score -1101547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1101549.625000 Penalty: 4698.918945
	Iteration 47Q: 3 clusters Score -1101550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1101550.000000 Penalty: 4698.918945
	Iteration 48Q: 3 clusters Score -1101550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1101553.375000 Penalty: 4698.918945
	Iteration 49Q: 3 clusters Score -1101553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1101556.000000 Penalty: 4698.918945
	Iteration 50Q: 3 clusters Score -1101556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1101557.375000 Penalty: 4698.918945
	Iteration 51Q: 3 clusters Score -1101557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1101559.125000 Penalty: 4698.918945
	Iteration 52Q: 3 clusters Score -1101559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1101561.375000 Penalty: 4698.918945
	Iteration 53Q: 3 clusters Score -1101561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1101561.875000 Penalty: 4698.918945
	Iteration 54Q: 3 clusters Score -1101562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1101562.375000 Penalty: 4698.918945
	Iteration 55Q: 3 clusters Score -1101562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1101562.125000 Penalty: 4698.918945
	Iteration 56Q: 3 clusters Score -1101562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1101564.125000 Penalty: 4698.918945
	Iteration 57Q: 3 clusters Score -1101564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1101565.125000 Penalty: 4698.918945
	Iteration 58Q: 3 clusters Score -1101565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1101567.250000 Penalty: 4698.918945
	Iteration 59Q: 3 clusters Score -1101567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1101567.125000 Penalty: 4698.918945
	Iteration 60F: 3 clusters Score -1101567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1101566.000000 Penalty: 4698.918945
	Iteration 61Q: 3 clusters Score -1101566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1101568.125000 Penalty: 4698.918945
	Iteration 62Q: 3 clusters Score -1101568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1101567.000000 Penalty: 4698.918945
	Iteration 63Q: 3 clusters Score -1101567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1101567.000000 Penalty: 4698.918945
	Iteration 64F: 3 clusters Score -1101567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Entering Unmasked Estep 
Score: -588170.687500 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -588170.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -582298.375000 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -582298.4 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -584012.812500 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -584012.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -584397.250000 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -584397.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -584671.812500 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -584671.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -584891.562500 Penalty: 4410.121094
	Iteration 4Q: 3 clusters Score -584891.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -585147.312500 Penalty: 4410.121094
	Iteration 5Q: 3 clusters Score -585147.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -585417.062500 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -585417.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -585703.937500 Penalty: 4410.121094
	Iteration 7F: 3 clusters Score -585703.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -585962.062500 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -585962.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -586175.125000 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -586175.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -586331.750000 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -586331.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -586435.437500 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -586435.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -586509.625000 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -586509.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -586564.625000 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -586564.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -586603.562500 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -586603.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -586635.812500 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -586635.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -586660.312500 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -586660.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -586684.437500 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -586684.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -586701.437500 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -586701.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -586716.562500 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -586716.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -586721.187500 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -586721.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -586731.187500 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -586731.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -586736.375000 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -586736.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -586741.625000 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -586741.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -586743.500000 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -586743.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -586747.375000 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -586747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -586748.312500 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -586748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -586748.812500 Penalty: 4410.121094
	Iteration 27Q: 3 clusters Score -586748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -586748.812500 Penalty: 4410.121094
	Iteration 28F: 3 clusters Score -586748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -280061.062500 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -280061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -276569.531250 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -276569.5 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -277277.218750 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -277277.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -277460.906250 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -277460.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -277599.781250 Penalty: 4028.990479
	Iteration 3F: 3 clusters Score -277599.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -277736.437500 Penalty: 4028.990479
	Iteration 4Q: 3 clusters Score -277736.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -277892.250000 Penalty: 4028.990479
	Iteration 5Q: 3 clusters Score -277892.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -278095.750000 Penalty: 4028.990479
	Iteration 6Q: 3 clusters Score -278095.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -278431.281250 Penalty: 4028.990479
	Iteration 7F: 3 clusters Score -278431.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -279069.593750 Penalty: 4028.990479
	Iteration 8F: 3 clusters Score -279069.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -279912.281250 Penalty: 4028.990479
	Iteration 9F: 3 clusters Score -279912.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -280479.687500 Penalty: 4028.990479
	Iteration 10F: 3 clusters Score -280479.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -280743.500000 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -280743.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -280902.906250 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -280902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -280954.625000 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -280954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -280956.531250 Penalty: 4028.990479
	Iteration 14Q: 3 clusters Score -280956.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 15Q: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 16F: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26600 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33345 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 954 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 2417 members 
Entering Unmasked Estep 
Score: -113006592.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113007232.000000 to -113006592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -258647.609375 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -258647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -255354.750000 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -255354.8 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -256120.296875 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -256120.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -256289.781250 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -256289.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -256378.921875 Penalty: 3984.211914
	Iteration 3Q: 3 clusters Score -256378.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -256425.453125 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -256425.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -256461.437500 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -256461.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -256487.953125 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -256488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -256509.734375 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -256509.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -256535.687500 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -256535.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -256563.421875 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -256563.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -256592.781250 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -256592.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -256627.437500 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -256627.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -256661.531250 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -256661.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -256698.140625 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -256698.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -256727.796875 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -256727.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -256752.781250 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -256752.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -256779.390625 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -256779.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -256799.734375 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -256799.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -256829.359375 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -256829.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -256859.187500 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -256859.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -256899.468750 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -256899.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -256942.921875 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -256942.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -256972.203125 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -256972.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -256998.968750 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -256999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -257036.343750 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -257036.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -257064.500000 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -257064.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -257103.250000 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -257103.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -257148.250000 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -257148.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -257184.484375 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -257184.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -257212.562500 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -257212.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -257238.406250 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -257238.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -257264.421875 Penalty: 3984.211914
	Iteration 31Q: 3 clusters Score -257264.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -257289.625000 Penalty: 3984.211914
	Iteration 32Q: 3 clusters Score -257289.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -257313.734375 Penalty: 3984.211914
	Iteration 33Q: 3 clusters Score -257313.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -257335.609375 Penalty: 3984.211914
	Iteration 34Q: 3 clusters Score -257335.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -257357.609375 Penalty: 3984.211914
	Iteration 35Q: 3 clusters Score -257357.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -257375.562500 Penalty: 3984.211914
	Iteration 36Q: 3 clusters Score -257375.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -257393.671875 Penalty: 3984.211914
	Iteration 37Q: 3 clusters Score -257393.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -257411.406250 Penalty: 3984.211914
	Iteration 38Q: 3 clusters Score -257411.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -257427.828125 Penalty: 3984.211914
	Iteration 39Q: 3 clusters Score -257427.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -257440.140625 Penalty: 3984.211914
	Iteration 40F: 3 clusters Score -257440.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -257447.343750 Penalty: 3984.211914
	Iteration 41Q: 3 clusters Score -257447.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -257455.187500 Penalty: 3984.211914
	Iteration 42Q: 3 clusters Score -257455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -257459.906250 Penalty: 3984.211914
	Iteration 43Q: 3 clusters Score -257459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -257462.703125 Penalty: 3984.211914
	Iteration 44Q: 3 clusters Score -257462.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -257467.906250 Penalty: 3984.211914
	Iteration 45Q: 3 clusters Score -257467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -257470.421875 Penalty: 3984.211914
	Iteration 46Q: 3 clusters Score -257470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -257473.828125 Penalty: 3984.211914
	Iteration 47Q: 3 clusters Score -257473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -257476.531250 Penalty: 3984.211914
	Iteration 48Q: 3 clusters Score -257476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -257478.453125 Penalty: 3984.211914
	Iteration 49Q: 3 clusters Score -257478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -257479.359375 Penalty: 3984.211914
	Iteration 50Q: 3 clusters Score -257479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -257480.062500 Penalty: 3984.211914
	Iteration 51Q: 3 clusters Score -257480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -257482.609375 Penalty: 3984.211914
	Iteration 52Q: 3 clusters Score -257482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -257483.984375 Penalty: 3984.211914
	Iteration 53Q: 3 clusters Score -257484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -257486.187500 Penalty: 3984.211914
	Iteration 54Q: 3 clusters Score -257486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -257487.359375 Penalty: 3984.211914
	Iteration 55Q: 3 clusters Score -257487.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -257487.312500 Penalty: 3984.211914
	Iteration 56Q: 3 clusters Score -257487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -257487.312500 Penalty: 3984.211914
	Iteration 57F: 3 clusters Score -257487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 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 445 members 
Entering Unmasked Estep 
Score: -70561.562500 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70561.56 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -70842.539062 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70842.54 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70912.125000 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -70912.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70971.929688 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -70971.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71048.148438 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -71048.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71163.609375 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -71163.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71382.242188 Penalty: 3376.187500
	Iteration 6F: 3 clusters Score -71382.24 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71623.968750 Penalty: 3376.187500
	Iteration 7F: 3 clusters Score -71623.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71817.953125 Penalty: 3376.187500
	Iteration 8F: 3 clusters Score -71817.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71932.875000 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -71932.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72009.023438 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -72009.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72037.578125 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -72037.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72088.632812 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -72088.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72114.429688 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -72114.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72129.390625 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -72129.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72140.414062 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -72140.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72140.414062 Penalty: 3376.187500
	Iteration 16F: 3 clusters Score -72140.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -564709.375000 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -564709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -559099.250000 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -559099.2 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -560631.000000 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -560631 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -560918.125000 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -560918.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -561129.562500 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -561129.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -561334.625000 Penalty: 4369.840332
	Iteration 4Q: 3 clusters Score -561334.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -561515.312500 Penalty: 4369.840332
	Iteration 5Q: 3 clusters Score -561515.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -561706.062500 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -561706.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -561875.562500 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -561875.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -562043.375000 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -562043.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -562167.687500 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -562167.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -562282.062500 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -562282.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -562376.125000 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -562376.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -562472.125000 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -562472.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -562593.875000 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -562593.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -562702.812500 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -562702.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -562806.375000 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -562806.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -562878.000000 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -562878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -562931.937500 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -562931.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -562967.500000 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -562967.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -562991.062500 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -562991.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -563011.875000 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -563011.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -563024.937500 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -563024.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -563033.937500 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -563033.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -563039.812500 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -563039.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -563047.375000 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -563047.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -563054.937500 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -563054.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -563058.000000 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -563058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -563062.312500 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -563062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -563063.625000 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -563063.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -563066.000000 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -563066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -563068.812500 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -563068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -563070.687500 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -563070.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -563075.562500 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -563075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -563076.875000 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -563076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -563077.500000 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -563077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -563078.500000 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -563078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -563079.562500 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -563079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -563080.375000 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -563080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -563080.562500 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -563080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -563080.625000 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -563080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -563080.937500 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -563080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -262387.468750 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -262387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -258999.625000 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -258999.6 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -259709.703125 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -259709.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -259907.062500 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -259907.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -259993.453125 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -259993.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -260055.500000 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -260055.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -260097.062500 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -260097.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -260129.687500 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -260129.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -260160.812500 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -260160.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -260196.312500 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -260196.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -260229.406250 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -260229.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -260254.796875 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -260254.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -260275.093750 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -260275.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260289.953125 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -260290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -260304.093750 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -260304.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -260318.765625 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -260318.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260331.968750 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -260332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -260346.984375 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -260347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -260364.843750 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -260364.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -260378.546875 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -260378.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260391.875000 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -260391.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -260405.468750 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -260405.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260420.234375 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -260420.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -260435.218750 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -260435.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -260449.968750 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -260450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -260456.859375 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -260456.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -260464.578125 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -260464.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -260474.812500 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -260474.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -260492.078125 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -260492.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -260511.609375 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -260511.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -260528.859375 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -260528.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -260545.578125 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -260545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -260555.484375 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -260555.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -260563.671875 Penalty: 3995.515625
	Iteration 32Q: 3 clusters Score -260563.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -260568.703125 Penalty: 3995.515625
	Iteration 33Q: 3 clusters Score -260568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -260572.843750 Penalty: 3995.515625
	Iteration 34Q: 3 clusters Score -260572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -260577.656250 Penalty: 3995.515625
	Iteration 35Q: 3 clusters Score -260577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -260581.937500 Penalty: 3995.515625
	Iteration 36Q: 3 clusters Score -260581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -260585.125000 Penalty: 3995.515625
	Iteration 37Q: 3 clusters Score -260585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -260587.171875 Penalty: 3995.515625
	Iteration 38Q: 3 clusters Score -260587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -260589.671875 Penalty: 3995.515625
	Iteration 39Q: 3 clusters Score -260589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -260591.828125 Penalty: 3995.515625
	Iteration 40F: 3 clusters Score -260591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -260593.234375 Penalty: 3995.515625
	Iteration 41Q: 3 clusters Score -260593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -260596.671875 Penalty: 3995.515625
	Iteration 42Q: 3 clusters Score -260596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -260601.046875 Penalty: 3995.515625
	Iteration 43Q: 3 clusters Score -260601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -260602.515625 Penalty: 3995.515625
	Iteration 44Q: 3 clusters Score -260602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -260603.109375 Penalty: 3995.515625
	Iteration 45Q: 3 clusters Score -260603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -260606.500000 Penalty: 3995.515625
	Iteration 46Q: 3 clusters Score -260606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -260611.265625 Penalty: 3995.515625
	Iteration 47Q: 3 clusters Score -260611.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -260614.312500 Penalty: 3995.515625
	Iteration 48Q: 3 clusters Score -260614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -260616.640625 Penalty: 3995.515625
	Iteration 49Q: 3 clusters Score -260616.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -260621.421875 Penalty: 3995.515625
	Iteration 50Q: 3 clusters Score -260621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -260626.250000 Penalty: 3995.515625
	Iteration 51Q: 3 clusters Score -260626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -260630.500000 Penalty: 3995.515625
	Iteration 52Q: 3 clusters Score -260630.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -260635.296875 Penalty: 3995.515625
	Iteration 53Q: 3 clusters Score -260635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -260640.671875 Penalty: 3995.515625
	Iteration 54Q: 3 clusters Score -260640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -260642.390625 Penalty: 3995.515625
	Iteration 55Q: 3 clusters Score -260642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -260642.953125 Penalty: 3995.515625
	Iteration 56Q: 3 clusters Score -260643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -260643.890625 Penalty: 3995.515625
	Iteration 57Q: 3 clusters Score -260643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -260645.046875 Penalty: 3995.515625
	Iteration 58Q: 3 clusters Score -260645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -260647.250000 Penalty: 3995.515625
	Iteration 59Q: 3 clusters Score -260647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -260650.109375 Penalty: 3995.515625
	Iteration 60F: 3 clusters Score -260650.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -260653.750000 Penalty: 3995.515625
	Iteration 61Q: 3 clusters Score -260653.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -260655.484375 Penalty: 3995.515625
	Iteration 62Q: 3 clusters Score -260655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -260659.906250 Penalty: 3995.515625
	Iteration 63Q: 3 clusters Score -260659.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -260664.203125 Penalty: 3995.515625
	Iteration 64Q: 3 clusters Score -260664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -260673.234375 Penalty: 3995.515625
	Iteration 65Q: 3 clusters Score -260673.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -260687.328125 Penalty: 3995.515625
	Iteration 66Q: 3 clusters Score -260687.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -260704.890625 Penalty: 3995.515625
	Iteration 67Q: 3 clusters Score -260704.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -260723.265625 Penalty: 3995.515625
	Iteration 68Q: 3 clusters Score -260723.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -260748.031250 Penalty: 3995.515625
	Iteration 69Q: 3 clusters Score -260748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -260772.218750 Penalty: 3995.515625
	Iteration 70Q: 3 clusters Score -260772.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -260788.406250 Penalty: 3995.515625
	Iteration 71Q: 3 clusters Score -260788.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -260809.796875 Penalty: 3995.515625
	Iteration 72Q: 3 clusters Score -260809.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -260824.750000 Penalty: 3995.515625
	Iteration 73Q: 3 clusters Score -260824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -260841.921875 Penalty: 3995.515625
	Iteration 74Q: 3 clusters Score -260841.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -260859.390625 Penalty: 3995.515625
	Iteration 75Q: 3 clusters Score -260859.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -260873.281250 Penalty: 3995.515625
	Iteration 76Q: 3 clusters Score -260873.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -260883.687500 Penalty: 3995.515625
	Iteration 77Q: 3 clusters Score -260883.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -260896.609375 Penalty: 3995.515625
	Iteration 78Q: 3 clusters Score -260896.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -260910.437500 Penalty: 3995.515625
	Iteration 79Q: 3 clusters Score -260910.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -260921.156250 Penalty: 3995.515625
	Iteration 80F: 3 clusters Score -260921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -260926.265625 Penalty: 3995.515625
	Iteration 81Q: 3 clusters Score -260926.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -260931.578125 Penalty: 3995.515625
	Iteration 82Q: 3 clusters Score -260931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -260937.453125 Penalty: 3995.515625
	Iteration 83Q: 3 clusters Score -260937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -260942.437500 Penalty: 3995.515625
	Iteration 84Q: 3 clusters Score -260942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -260949.406250 Penalty: 3995.515625
	Iteration 85Q: 3 clusters Score -260949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -260954.687500 Penalty: 3995.515625
	Iteration 86Q: 3 clusters Score -260954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -260962.046875 Penalty: 3995.515625
	Iteration 87Q: 3 clusters Score -260962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -260968.437500 Penalty: 3995.515625
	Iteration 88Q: 3 clusters Score -260968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -260971.218750 Penalty: 3995.515625
	Iteration 89Q: 3 clusters Score -260971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -260972.968750 Penalty: 3995.515625
	Iteration 90Q: 3 clusters Score -260973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -260973.125000 Penalty: 3995.515625
	Iteration 91Q: 3 clusters Score -260973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -260973.125000 Penalty: 3995.515625
	Iteration 92F: 3 clusters Score -260973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 6098 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26600 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33345 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7269 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3080 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007240.000000 Penalty: 136387.296875
Iteration 239Q: 40 clusters Score -1.130072e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 6099 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7206 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5891 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26597 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33343 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3081 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 240F: 40 clusters Score -1.130072e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6100 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 22 contains 329118 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33342 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7267 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3082 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 241Q: 40 clusters Score -1.130072e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7202 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8310 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26585 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33341 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7265 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 242Q: 40 clusters Score -1.130072e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 3 contains 101615 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14814 members 
Mstep: Class 7 contains 7200 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26575 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33343 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7263 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007152.000000 Penalty: 136387.296875
Iteration 243Q: 40 clusters Score -1.130072e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12441 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7200 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8309 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5935 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26561 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33343 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14457 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13013 members 
Mstep: Class 34 contains 7261 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007032.000000 Penalty: 136387.296875
Iteration 244Q: 40 clusters Score -1.13007e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10845 members 
Mstep: Class 15 contains 5791 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 5950 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26551 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33344 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13013 members 
Mstep: Class 34 contains 7261 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007256.000000 Penalty: 136387.296875
Iteration 245Q: 40 clusters Score -1.130073e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 412899 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8306 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 5791 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5967 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26540 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33344 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13015 members 
Mstep: Class 34 contains 7260 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007272.000000 Penalty: 136387.296875
Iteration 246Q: 40 clusters Score -1.130073e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 101618 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 412900 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 5791 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 5984 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26531 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33344 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13014 members 
Mstep: Class 34 contains 7257 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007288.000000 Penalty: 136387.296875
Iteration 247Q: 40 clusters Score -1.130073e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7199 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8303 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 5791 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6000 members 
Mstep: Class 22 contains 329115 members 
Mstep: Class 23 contains 26522 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33344 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13014 members 
Mstep: Class 34 contains 7253 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007264.000000 Penalty: 136387.296875
Iteration 248Q: 40 clusters Score -1.130073e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6103 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26518 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33343 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13012 members 
Mstep: Class 34 contains 7250 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007328.000000 Penalty: 136387.296875
Iteration 249Q: 40 clusters Score -1.130073e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8301 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6028 members 
Mstep: Class 22 contains 329115 members 
Mstep: Class 23 contains 26511 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33342 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13011 members 
Mstep: Class 34 contains 7247 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007360.000000 Penalty: 136387.296875
Iteration 250Q: 40 clusters Score -1.130074e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8300 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10844 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25986 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26500 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33341 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13013 members 
Mstep: Class 34 contains 7247 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007360.000000 Penalty: 136387.296875
Iteration 251Q: 40 clusters Score -1.130074e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8301 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25984 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26491 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33336 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13015 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6702 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 252Q: 40 clusters Score -1.130072e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7197 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8301 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4490 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26482 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33334 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13015 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6703 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 253Q: 40 clusters Score -1.130072e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7196 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8300 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 329115 members 
Mstep: Class 23 contains 26477 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33333 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007184.000000 Penalty: 136387.296875
Iteration 254Q: 40 clusters Score -1.130072e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8301 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25982 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 329115 members 
Mstep: Class 23 contains 26471 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33333 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21071 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 255Q: 40 clusters Score -1.130072e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7193 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26467 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33329 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21071 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007224.000000 Penalty: 136387.296875
Iteration 256Q: 40 clusters Score -1.130072e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25981 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6104 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26467 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33327 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 14155 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7242 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007208.000000 Penalty: 136387.296875
Iteration 257Q: 40 clusters Score -1.130072e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7183 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8303 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6116 members 
Mstep: Class 22 contains 329118 members 
Mstep: Class 23 contains 26463 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33320 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7246 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 258Q: 40 clusters Score -1.130072e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101616 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7177 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8303 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10834 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6125 members 
Mstep: Class 22 contains 329120 members 
Mstep: Class 23 contains 26458 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33319 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21071 members 
Mstep: Class 30 contains 14457 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7247 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007152.000000 Penalty: 136387.296875
Iteration 259Q: 40 clusters Score -1.130072e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7170 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6138 members 
Mstep: Class 22 contains 329121 members 
Mstep: Class 23 contains 26451 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33318 members 
Mstep: Class 26 contains 8411 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21071 members 
Mstep: Class 30 contains 14458 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7248 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007144.000000 Penalty: 136387.296875
Iteration 260F: 40 clusters Score -1.130071e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7165 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8301 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6147 members 
Mstep: Class 22 contains 329121 members 
Mstep: Class 23 contains 26446 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33318 members 
Mstep: Class 26 contains 8410 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21072 members 
Mstep: Class 30 contains 14458 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7249 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007192.000000 Penalty: 136387.296875
Iteration 261Q: 40 clusters Score -1.130072e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8300 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6160 members 
Mstep: Class 22 contains 329120 members 
Mstep: Class 23 contains 26439 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33318 members 
Mstep: Class 26 contains 8409 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21072 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7250 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007152.000000 Penalty: 136387.296875
Iteration 262Q: 40 clusters Score -1.130072e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 101617 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8299 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10834 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6182 members 
Mstep: Class 22 contains 329120 members 
Mstep: Class 23 contains 26427 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33316 members 
Mstep: Class 26 contains 8408 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21072 members 
Mstep: Class 30 contains 14457 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7250 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3083 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 263Q: 40 clusters Score -1.130072e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 101619 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7151 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8297 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10832 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6197 members 
Mstep: Class 22 contains 329120 members 
Mstep: Class 23 contains 26416 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33315 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14458 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7252 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3084 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007280.000000 Penalty: 136387.296875
Iteration 264Q: 40 clusters Score -1.130073e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 101619 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7148 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8293 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10830 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28952 members 
Mstep: Class 21 contains 6213 members 
Mstep: Class 22 contains 329119 members 
Mstep: Class 23 contains 26407 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33315 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21077 members 
Mstep: Class 30 contains 14460 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14156 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7252 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3084 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007344.000000 Penalty: 136387.296875
Iteration 265Q: 40 clusters Score -1.130073e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101620 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7144 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25976 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28952 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 329118 members 
Mstep: Class 23 contains 26400 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33315 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21077 members 
Mstep: Class 30 contains 14461 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7253 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3085 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007352.000000 Penalty: 136387.296875
Iteration 266Q: 40 clusters Score -1.130074e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101621 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8292 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25976 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6232 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26395 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33313 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2072 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21080 members 
Mstep: Class 30 contains 14458 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7254 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3086 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007296.000000 Penalty: 136387.296875
Iteration 267Q: 40 clusters Score -1.130073e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101620 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7139 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8293 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16861 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 6246 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26390 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33313 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21081 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7253 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3086 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007224.000000 Penalty: 136387.296875
Iteration 268Q: 40 clusters Score -1.130072e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101621 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7138 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26388 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33312 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21079 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7254 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3086 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007200.000000 Penalty: 136387.296875
Iteration 269Q: 40 clusters Score -1.130072e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101620 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7136 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8288 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28950 members 
Mstep: Class 21 contains 6261 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26386 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33309 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21077 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3090 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6705 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 270Q: 40 clusters Score -1.130072e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101621 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7135 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 19287 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16862 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26386 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33306 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21076 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6709 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007256.000000 Penalty: 136387.296875
Iteration 271Q: 40 clusters Score -1.130073e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101621 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8285 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16864 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28947 members 
Mstep: Class 21 contains 6266 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26385 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33308 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21076 members 
Mstep: Class 30 contains 14450 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6711 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 272Q: 40 clusters Score -1.130072e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101621 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10829 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28947 members 
Mstep: Class 21 contains 6266 members 
Mstep: Class 22 contains 329108 members 
Mstep: Class 23 contains 26384 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33306 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21073 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7257 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6714 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007208.000000 Penalty: 136387.296875
Iteration 273Q: 40 clusters Score -1.130072e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101622 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8283 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10829 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28947 members 
Mstep: Class 21 contains 6271 members 
Mstep: Class 22 contains 329106 members 
Mstep: Class 23 contains 26381 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33302 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21071 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7257 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 274Q: 40 clusters Score -1.130072e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101622 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7133 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10828 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 6278 members 
Mstep: Class 22 contains 329107 members 
Mstep: Class 23 contains 26380 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33302 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14452 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 275Q: 40 clusters Score -1.130072e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101623 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7132 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10827 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 6283 members 
Mstep: Class 22 contains 329107 members 
Mstep: Class 23 contains 26378 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33302 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21075 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 276Q: 40 clusters Score -1.130072e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101624 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7132 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10825 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25975 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 329107 members 
Mstep: Class 23 contains 26372 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33304 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21076 members 
Mstep: Class 30 contains 14453 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007192.000000 Penalty: 136387.296875
Iteration 277Q: 40 clusters Score -1.130072e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7132 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10822 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28946 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 329107 members 
Mstep: Class 23 contains 26371 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33302 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7254 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 278Q: 40 clusters Score -1.130072e+08 nChanged 18
Entering ConstructFrom: 
Score: -113007168.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (59219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Entering Unmasked Estep 
Score: -5266944.000000 Penalty: 2725.271484
	Iteration 0F: 2 clusters Score -5266944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -5227162.500000 Penalty: 5450.542969
	Iteration 0F: 3 clusters Score -5227162 nChanged 27476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -5242447.000000 Penalty: 5450.542969
	Iteration 1F: 3 clusters Score -5242447 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5243145.000000 Penalty: 5450.542969
	Iteration 2Q: 3 clusters Score -5243145 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -5243850.500000 Penalty: 5450.542969
	Iteration 3Q: 3 clusters Score -5243850 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -5244704.500000 Penalty: 5450.542969
	Iteration 4Q: 3 clusters Score -5244704 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -5245753.500000 Penalty: 5450.542969
	Iteration 5Q: 3 clusters Score -5245754 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5247051.000000 Penalty: 5450.542969
	Iteration 6Q: 3 clusters Score -5247051 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5248631.000000 Penalty: 5450.542969
	Iteration 7F: 3 clusters Score -5248631 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -5250623.000000 Penalty: 5450.542969
	Iteration 8F: 3 clusters Score -5250623 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -5252786.500000 Penalty: 5450.542969
	Iteration 9F: 3 clusters Score -5252786 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -5254986.000000 Penalty: 5450.542969
	Iteration 10F: 3 clusters Score -5254986 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5257059.500000 Penalty: 5450.542969
	Iteration 11Q: 3 clusters Score -5257060 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -5258651.500000 Penalty: 5450.542969
	Iteration 12Q: 3 clusters Score -5258652 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5259531.000000 Penalty: 5450.542969
	Iteration 13Q: 3 clusters Score -5259531 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5260014.500000 Penalty: 5450.542969
	Iteration 14Q: 3 clusters Score -5260014 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -5260284.000000 Penalty: 5450.542969
	Iteration 15Q: 3 clusters Score -5260284 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5260486.500000 Penalty: 5450.542969
	Iteration 16Q: 3 clusters Score -5260486 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -5260665.000000 Penalty: 5450.542969
	Iteration 17Q: 3 clusters Score -5260665 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5260822.500000 Penalty: 5450.542969
	Iteration 18Q: 3 clusters Score -5260822 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -5260948.500000 Penalty: 5450.542969
	Iteration 19Q: 3 clusters Score -5260948 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5261073.000000 Penalty: 5450.542969
	Iteration 20F: 3 clusters Score -5261073 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5261225.000000 Penalty: 5450.542969
	Iteration 21Q: 3 clusters Score -5261225 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -5261367.000000 Penalty: 5450.542969
	Iteration 22Q: 3 clusters Score -5261367 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -5261457.000000 Penalty: 5450.542969
	Iteration 23Q: 3 clusters Score -5261457 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -5261582.000000 Penalty: 5450.542969
	Iteration 24Q: 3 clusters Score -5261582 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5261693.500000 Penalty: 5450.542969
	Iteration 25Q: 3 clusters Score -5261694 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -5261801.500000 Penalty: 5450.542969
	Iteration 26Q: 3 clusters Score -5261802 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -5261961.500000 Penalty: 5450.542969
	Iteration 27Q: 3 clusters Score -5261962 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5262106.500000 Penalty: 5450.542969
	Iteration 28Q: 3 clusters Score -5262106 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -5262229.000000 Penalty: 5450.542969
	Iteration 29Q: 3 clusters Score -5262229 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -5262364.000000 Penalty: 5450.542969
	Iteration 30Q: 3 clusters Score -5262364 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -5262492.500000 Penalty: 5450.542969
	Iteration 31Q: 3 clusters Score -5262492 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -5262610.000000 Penalty: 5450.542969
	Iteration 32Q: 3 clusters Score -5262610 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -5262744.500000 Penalty: 5450.542969
	Iteration 33Q: 3 clusters Score -5262744 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -5262850.500000 Penalty: 5450.542969
	Iteration 34Q: 3 clusters Score -5262850 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -5263034.000000 Penalty: 5450.542969
	Iteration 35Q: 3 clusters Score -5263034 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -5263199.000000 Penalty: 5450.542969
	Iteration 36Q: 3 clusters Score -5263199 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -5263323.000000 Penalty: 5450.542969
	Iteration 37Q: 3 clusters Score -5263323 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -5263462.000000 Penalty: 5450.542969
	Iteration 38Q: 3 clusters Score -5263462 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -5263587.500000 Penalty: 5450.542969
	Iteration 39Q: 3 clusters Score -5263588 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -5263718.000000 Penalty: 5450.542969
	Iteration 40F: 3 clusters Score -5263718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5263833.000000 Penalty: 5450.542969
	Iteration 41Q: 3 clusters Score -5263833 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5263932.000000 Penalty: 5450.542969
	Iteration 42Q: 3 clusters Score -5263932 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5264014.500000 Penalty: 5450.542969
	Iteration 43Q: 3 clusters Score -5264014 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5264070.000000 Penalty: 5450.542969
	Iteration 44Q: 3 clusters Score -5264070 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5264107.500000 Penalty: 5450.542969
	Iteration 45Q: 3 clusters Score -5264108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5264172.000000 Penalty: 5450.542969
	Iteration 46Q: 3 clusters Score -5264172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5264210.000000 Penalty: 5450.542969
	Iteration 47Q: 3 clusters Score -5264210 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5264283.500000 Penalty: 5450.542969
	Iteration 48Q: 3 clusters Score -5264284 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5264351.000000 Penalty: 5450.542969
	Iteration 49Q: 3 clusters Score -5264351 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5264435.000000 Penalty: 5450.542969
	Iteration 50Q: 3 clusters Score -5264435 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5264485.000000 Penalty: 5450.542969
	Iteration 51Q: 3 clusters Score -5264485 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5264542.000000 Penalty: 5450.542969
	Iteration 52Q: 3 clusters Score -5264542 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5264603.000000 Penalty: 5450.542969
	Iteration 53Q: 3 clusters Score -5264603 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5264631.500000 Penalty: 5450.542969
	Iteration 54Q: 3 clusters Score -5264632 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5264684.500000 Penalty: 5450.542969
	Iteration 55Q: 3 clusters Score -5264684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5264704.500000 Penalty: 5450.542969
	Iteration 56Q: 3 clusters Score -5264704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5264717.000000 Penalty: 5450.542969
	Iteration 57Q: 3 clusters Score -5264717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5264743.000000 Penalty: 5450.542969
	Iteration 58Q: 3 clusters Score -5264743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5264746.000000 Penalty: 5450.542969
	Iteration 59Q: 3 clusters Score -5264746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5264773.500000 Penalty: 5450.542969
	Iteration 60F: 3 clusters Score -5264774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5264785.000000 Penalty: 5450.542969
	Iteration 61Q: 3 clusters Score -5264785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5264790.500000 Penalty: 5450.542969
	Iteration 62Q: 3 clusters Score -5264790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5264798.500000 Penalty: 5450.542969
	Iteration 63Q: 3 clusters Score -5264798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5264810.500000 Penalty: 5450.542969
	Iteration 64Q: 3 clusters Score -5264810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5264812.500000 Penalty: 5450.542969
	Iteration 65Q: 3 clusters Score -5264812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5264820.500000 Penalty: 5450.542969
	Iteration 66Q: 3 clusters Score -5264820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5264822.000000 Penalty: 5450.542969
	Iteration 67Q: 3 clusters Score -5264822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5264833.500000 Penalty: 5450.542969
	Iteration 68Q: 3 clusters Score -5264834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5264830.000000 Penalty: 5450.542969
	Iteration 69Q: 3 clusters Score -5264830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5264826.500000 Penalty: 5450.542969
	Iteration 70Q: 3 clusters Score -5264826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5264836.000000 Penalty: 5450.542969
	Iteration 71Q: 3 clusters Score -5264836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5264841.500000 Penalty: 5450.542969
	Iteration 72Q: 3 clusters Score -5264842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5264841.000000 Penalty: 5450.542969
	Iteration 73Q: 3 clusters Score -5264841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5264841.000000 Penalty: 5450.542969
	Iteration 74Q: 3 clusters Score -5264841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5264843.000000 Penalty: 5450.542969
	Iteration 75Q: 3 clusters Score -5264843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5264835.500000 Penalty: 5450.542969
	Iteration 76Q: 3 clusters Score -5264836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5264842.000000 Penalty: 5450.542969
	Iteration 77Q: 3 clusters Score -5264842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5264830.500000 Penalty: 5450.542969
	Iteration 78Q: 3 clusters Score -5264830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5264833.500000 Penalty: 5450.542969
	Iteration 79Q: 3 clusters Score -5264834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5264843.000000 Penalty: 5450.542969
	Iteration 80F: 3 clusters Score -5264843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5264846.500000 Penalty: 5450.542969
	Iteration 81Q: 3 clusters Score -5264846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5264836.500000 Penalty: 5450.542969
	Iteration 82Q: 3 clusters Score -5264836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5264841.500000 Penalty: 5450.542969
	Iteration 83Q: 3 clusters Score -5264842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5264842.000000 Penalty: 5450.542969
	Iteration 84Q: 3 clusters Score -5264842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5264840.500000 Penalty: 5450.542969
	Iteration 85Q: 3 clusters Score -5264840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5264845.500000 Penalty: 5450.542969
	Iteration 86Q: 3 clusters Score -5264846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5264848.000000 Penalty: 5450.542969
	Iteration 87Q: 3 clusters Score -5264848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5264850.000000 Penalty: 5450.542969
	Iteration 88Q: 3 clusters Score -5264850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5264855.500000 Penalty: 5450.542969
	Iteration 89Q: 3 clusters Score -5264856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5264870.500000 Penalty: 5450.542969
	Iteration 90Q: 3 clusters Score -5264870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5264873.000000 Penalty: 5450.542969
	Iteration 91Q: 3 clusters Score -5264873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5264871.500000 Penalty: 5450.542969
	Iteration 92Q: 3 clusters Score -5264872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5264870.500000 Penalty: 5450.542969
	Iteration 93Q: 3 clusters Score -5264870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5264864.000000 Penalty: 5450.542969
	Iteration 94Q: 3 clusters Score -5264864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5264863.000000 Penalty: 5450.542969
	Iteration 95Q: 3 clusters Score -5264863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5264866.500000 Penalty: 5450.542969
	Iteration 96Q: 3 clusters Score -5264866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5264868.500000 Penalty: 5450.542969
	Iteration 97Q: 3 clusters Score -5264868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5264877.000000 Penalty: 5450.542969
	Iteration 98Q: 3 clusters Score -5264877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5264872.500000 Penalty: 5450.542969
	Iteration 99Q: 3 clusters Score -5264872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5264871.500000 Penalty: 5450.542969
	Iteration 100F: 3 clusters Score -5264872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5264872.000000 Penalty: 5450.542969
	Iteration 101Q: 3 clusters Score -5264872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5264871.000000 Penalty: 5450.542969
	Iteration 102Q: 3 clusters Score -5264871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5264871.000000 Penalty: 5450.542969
	Iteration 103F: 3 clusters Score -5264871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Entering Unmasked Estep 
Score: -452205.187500 Penalty: 2162.025879
	Iteration 0F: 2 clusters Score -452205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -447069.843750 Penalty: 4324.051758
	Iteration 0F: 3 clusters Score -447069.8 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -448541.750000 Penalty: 4324.051758
	Iteration 1F: 3 clusters Score -448541.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -448930.281250 Penalty: 4324.051758
	Iteration 2F: 3 clusters Score -448930.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -449247.250000 Penalty: 4324.051758
	Iteration 3F: 3 clusters Score -449247.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -449522.906250 Penalty: 4324.051758
	Iteration 4F: 3 clusters Score -449522.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -449774.968750 Penalty: 4324.051758
	Iteration 5F: 3 clusters Score -449775 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -450005.500000 Penalty: 4324.051758
	Iteration 6Q: 3 clusters Score -450005.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -450176.187500 Penalty: 4324.051758
	Iteration 7Q: 3 clusters Score -450176.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -450291.312500 Penalty: 4324.051758
	Iteration 8Q: 3 clusters Score -450291.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -450388.812500 Penalty: 4324.051758
	Iteration 9Q: 3 clusters Score -450388.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -450483.343750 Penalty: 4324.051758
	Iteration 10Q: 3 clusters Score -450483.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -450549.281250 Penalty: 4324.051758
	Iteration 11Q: 3 clusters Score -450549.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -450591.218750 Penalty: 4324.051758
	Iteration 12Q: 3 clusters Score -450591.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -450620.468750 Penalty: 4324.051758
	Iteration 13Q: 3 clusters Score -450620.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -450649.812500 Penalty: 4324.051758
	Iteration 14Q: 3 clusters Score -450649.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -450676.656250 Penalty: 4324.051758
	Iteration 15Q: 3 clusters Score -450676.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -450702.718750 Penalty: 4324.051758
	Iteration 16Q: 3 clusters Score -450702.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -450723.562500 Penalty: 4324.051758
	Iteration 17Q: 3 clusters Score -450723.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -450736.312500 Penalty: 4324.051758
	Iteration 18Q: 3 clusters Score -450736.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -450744.312500 Penalty: 4324.051758
	Iteration 19Q: 3 clusters Score -450744.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -450749.906250 Penalty: 4324.051758
	Iteration 20F: 3 clusters Score -450749.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -450755.843750 Penalty: 4324.051758
	Iteration 21Q: 3 clusters Score -450755.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -450762.218750 Penalty: 4324.051758
	Iteration 22Q: 3 clusters Score -450762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -450768.562500 Penalty: 4324.051758
	Iteration 23Q: 3 clusters Score -450768.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -450772.781250 Penalty: 4324.051758
	Iteration 24Q: 3 clusters Score -450772.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -450777.968750 Penalty: 4324.051758
	Iteration 25Q: 3 clusters Score -450778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -450782.593750 Penalty: 4324.051758
	Iteration 26Q: 3 clusters Score -450782.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -450786.500000 Penalty: 4324.051758
	Iteration 27Q: 3 clusters Score -450786.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -450789.968750 Penalty: 4324.051758
	Iteration 28Q: 3 clusters Score -450790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -450795.406250 Penalty: 4324.051758
	Iteration 29Q: 3 clusters Score -450795.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -450801.843750 Penalty: 4324.051758
	Iteration 30Q: 3 clusters Score -450801.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -450808.500000 Penalty: 4324.051758
	Iteration 31Q: 3 clusters Score -450808.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -450814.125000 Penalty: 4324.051758
	Iteration 32Q: 3 clusters Score -450814.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -450823.406250 Penalty: 4324.051758
	Iteration 33Q: 3 clusters Score -450823.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -450831.687500 Penalty: 4324.051758
	Iteration 34Q: 3 clusters Score -450831.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -450838.031250 Penalty: 4324.051758
	Iteration 35Q: 3 clusters Score -450838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -450841.656250 Penalty: 4324.051758
	Iteration 36Q: 3 clusters Score -450841.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -450847.531250 Penalty: 4324.051758
	Iteration 37Q: 3 clusters Score -450847.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -450859.656250 Penalty: 4324.051758
	Iteration 38Q: 3 clusters Score -450859.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -450876.656250 Penalty: 4324.051758
	Iteration 39Q: 3 clusters Score -450876.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -450892.562500 Penalty: 4324.051758
	Iteration 40F: 3 clusters Score -450892.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -450917.312500 Penalty: 4324.051758
	Iteration 41Q: 3 clusters Score -450917.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -450941.906250 Penalty: 4324.051758
	Iteration 42Q: 3 clusters Score -450941.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -450965.906250 Penalty: 4324.051758
	Iteration 43Q: 3 clusters Score -450965.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -450986.281250 Penalty: 4324.051758
	Iteration 44Q: 3 clusters Score -450986.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -451003.187500 Penalty: 4324.051758
	Iteration 45Q: 3 clusters Score -451003.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -451024.593750 Penalty: 4324.051758
	Iteration 46Q: 3 clusters Score -451024.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -451043.531250 Penalty: 4324.051758
	Iteration 47Q: 3 clusters Score -451043.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -451059.125000 Penalty: 4324.051758
	Iteration 48Q: 3 clusters Score -451059.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -451066.062500 Penalty: 4324.051758
	Iteration 49Q: 3 clusters Score -451066.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -451069.406250 Penalty: 4324.051758
	Iteration 50Q: 3 clusters Score -451069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -451071.468750 Penalty: 4324.051758
	Iteration 51Q: 3 clusters Score -451071.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -451075.406250 Penalty: 4324.051758
	Iteration 52Q: 3 clusters Score -451075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -451077.687500 Penalty: 4324.051758
	Iteration 53Q: 3 clusters Score -451077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -451080.968750 Penalty: 4324.051758
	Iteration 54Q: 3 clusters Score -451081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -451083.968750 Penalty: 4324.051758
	Iteration 55Q: 3 clusters Score -451084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -451083.781250 Penalty: 4324.051758
	Iteration 56Q: 3 clusters Score -451083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -451085.781250 Penalty: 4324.051758
	Iteration 57Q: 3 clusters Score -451085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -451085.812500 Penalty: 4324.051758
	Iteration 58Q: 3 clusters Score -451085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -451085.562500 Penalty: 4324.051758
	Iteration 59Q: 3 clusters Score -451085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -451085.562500 Penalty: 4324.051758
	Iteration 60F: 3 clusters Score -451085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Entering Unmasked Estep 
Score: -8923417.000000 Penalty: 2859.208008
	Iteration 0F: 2 clusters Score -8923417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -8855331.000000 Penalty: 5718.416016
	Iteration 0F: 3 clusters Score -8855331 nChanged 48138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -8882789.000000 Penalty: 5718.416016
	Iteration 1F: 3 clusters Score -8882789 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -8883452.000000 Penalty: 5718.416016
	Iteration 2Q: 3 clusters Score -8883452 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -8884025.000000 Penalty: 5718.416016
	Iteration 3Q: 3 clusters Score -8884025 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -8884874.000000 Penalty: 5718.416016
	Iteration 4Q: 3 clusters Score -8884874 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -8885680.000000 Penalty: 5718.416016
	Iteration 5Q: 3 clusters Score -8885680 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -8886793.000000 Penalty: 5718.416016
	Iteration 6Q: 3 clusters Score -8886793 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -8888423.000000 Penalty: 5718.416016
	Iteration 7Q: 3 clusters Score -8888423 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -8890693.000000 Penalty: 5718.416016
	Iteration 8Q: 3 clusters Score -8890693 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -8894157.000000 Penalty: 5718.416016
	Iteration 9F: 3 clusters Score -8894157 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -8898812.000000 Penalty: 5718.416016
	Iteration 10F: 3 clusters Score -8898812 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -8904194.000000 Penalty: 5718.416016
	Iteration 11F: 3 clusters Score -8904194 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -8908682.000000 Penalty: 5718.416016
	Iteration 12F: 3 clusters Score -8908682 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -8912068.000000 Penalty: 5718.416016
	Iteration 13Q: 3 clusters Score -8912068 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -8914405.000000 Penalty: 5718.416016
	Iteration 14Q: 3 clusters Score -8914405 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -8916060.000000 Penalty: 5718.416016
	Iteration 15Q: 3 clusters Score -8916060 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -8917383.000000 Penalty: 5718.416016
	Iteration 16Q: 3 clusters Score -8917383 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 96887 members 
Entering Unmasked Estep 
Score: -8918364.000000 Penalty: 5718.416016
	Iteration 17Q: 3 clusters Score -8918364 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 97953 members 
Entering Unmasked Estep 
Score: -8919096.000000 Penalty: 5718.416016
	Iteration 18Q: 3 clusters Score -8919096 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -8919580.000000 Penalty: 5718.416016
	Iteration 19Q: 3 clusters Score -8919580 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -8920014.000000 Penalty: 5718.416016
	Iteration 20F: 3 clusters Score -8920014 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 99771 members 
Entering Unmasked Estep 
Score: -8920309.000000 Penalty: 5718.416016
	Iteration 21Q: 3 clusters Score -8920309 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -8920501.000000 Penalty: 5718.416016
	Iteration 22Q: 3 clusters Score -8920501 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -8920670.000000 Penalty: 5718.416016
	Iteration 23Q: 3 clusters Score -8920670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -8920778.000000 Penalty: 5718.416016
	Iteration 24Q: 3 clusters Score -8920778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -8920853.000000 Penalty: 5718.416016
	Iteration 25Q: 3 clusters Score -8920853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -8920908.000000 Penalty: 5718.416016
	Iteration 26Q: 3 clusters Score -8920908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -8920938.000000 Penalty: 5718.416016
	Iteration 27Q: 3 clusters Score -8920938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -8920985.000000 Penalty: 5718.416016
	Iteration 28Q: 3 clusters Score -8920985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 100768 members 
Entering Unmasked Estep 
Score: -8920995.000000 Penalty: 5718.416016
	Iteration 29Q: 3 clusters Score -8920995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -8921006.000000 Penalty: 5718.416016
	Iteration 30Q: 3 clusters Score -8921006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -8921010.000000 Penalty: 5718.416016
	Iteration 31Q: 3 clusters Score -8921010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -8921022.000000 Penalty: 5718.416016
	Iteration 32Q: 3 clusters Score -8921022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 100852 members 
Entering Unmasked Estep 
Score: -8921035.000000 Penalty: 5718.416016
	Iteration 33Q: 3 clusters Score -8921035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -8921042.000000 Penalty: 5718.416016
	Iteration 34Q: 3 clusters Score -8921042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -8921045.000000 Penalty: 5718.416016
	Iteration 35Q: 3 clusters Score -8921045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 100885 members 
Entering Unmasked Estep 
Score: -8921057.000000 Penalty: 5718.416016
	Iteration 36Q: 3 clusters Score -8921057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -8921052.000000 Penalty: 5718.416016
	Iteration 37Q: 3 clusters Score -8921052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -8921056.000000 Penalty: 5718.416016
	Iteration 38Q: 3 clusters Score -8921056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -8921077.000000 Penalty: 5718.416016
	Iteration 39Q: 3 clusters Score -8921077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -8921083.000000 Penalty: 5718.416016
	Iteration 40F: 3 clusters Score -8921083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -8921070.000000 Penalty: 5718.416016
	Iteration 41Q: 3 clusters Score -8921070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -8921067.000000 Penalty: 5718.416016
	Iteration 42Q: 3 clusters Score -8921067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -8921081.000000 Penalty: 5718.416016
	Iteration 43Q: 3 clusters Score -8921081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 100919 members 
Entering Unmasked Estep 
Score: -8921085.000000 Penalty: 5718.416016
	Iteration 44Q: 3 clusters Score -8921085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -8921081.000000 Penalty: 5718.416016
	Iteration 45Q: 3 clusters Score -8921081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -8921081.000000 Penalty: 5718.416016
	Iteration 46F: 3 clusters Score -8921081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Entering Unmasked Estep 
Score: -831324.812500 Penalty: 2280.012939
	Iteration 0F: 2 clusters Score -831324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -823801.000000 Penalty: 4560.025879
	Iteration 0F: 3 clusters Score -823801 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -826021.250000 Penalty: 4560.025879
	Iteration 1F: 3 clusters Score -826021.2 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -826443.875000 Penalty: 4560.025879
	Iteration 2F: 3 clusters Score -826443.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -826893.187500 Penalty: 4560.025879
	Iteration 3F: 3 clusters Score -826893.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -827375.187500 Penalty: 4560.025879
	Iteration 4F: 3 clusters Score -827375.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -827828.125000 Penalty: 4560.025879
	Iteration 5F: 3 clusters Score -827828.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -828245.562500 Penalty: 4560.025879
	Iteration 6F: 3 clusters Score -828245.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -828574.250000 Penalty: 4560.025879
	Iteration 7Q: 3 clusters Score -828574.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -828875.125000 Penalty: 4560.025879
	Iteration 8Q: 3 clusters Score -828875.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -829131.312500 Penalty: 4560.025879
	Iteration 9Q: 3 clusters Score -829131.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -829361.812500 Penalty: 4560.025879
	Iteration 10Q: 3 clusters Score -829361.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -829551.375000 Penalty: 4560.025879
	Iteration 11Q: 3 clusters Score -829551.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -829714.750000 Penalty: 4560.025879
	Iteration 12Q: 3 clusters Score -829714.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -829872.062500 Penalty: 4560.025879
	Iteration 13Q: 3 clusters Score -829872.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -830018.312500 Penalty: 4560.025879
	Iteration 14Q: 3 clusters Score -830018.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -830138.062500 Penalty: 4560.025879
	Iteration 15Q: 3 clusters Score -830138.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -830244.125000 Penalty: 4560.025879
	Iteration 16Q: 3 clusters Score -830244.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -830306.250000 Penalty: 4560.025879
	Iteration 17Q: 3 clusters Score -830306.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -830366.187500 Penalty: 4560.025879
	Iteration 18Q: 3 clusters Score -830366.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -830417.062500 Penalty: 4560.025879
	Iteration 19Q: 3 clusters Score -830417.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -830452.062500 Penalty: 4560.025879
	Iteration 20F: 3 clusters Score -830452.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -830477.187500 Penalty: 4560.025879
	Iteration 21Q: 3 clusters Score -830477.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -830504.562500 Penalty: 4560.025879
	Iteration 22Q: 3 clusters Score -830504.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -830531.000000 Penalty: 4560.025879
	Iteration 23Q: 3 clusters Score -830531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -830548.437500 Penalty: 4560.025879
	Iteration 24Q: 3 clusters Score -830548.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -830567.187500 Penalty: 4560.025879
	Iteration 25Q: 3 clusters Score -830567.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -830577.375000 Penalty: 4560.025879
	Iteration 26Q: 3 clusters Score -830577.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -830582.750000 Penalty: 4560.025879
	Iteration 27Q: 3 clusters Score -830582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -830588.625000 Penalty: 4560.025879
	Iteration 28Q: 3 clusters Score -830588.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -830591.437500 Penalty: 4560.025879
	Iteration 29Q: 3 clusters Score -830591.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -830594.187500 Penalty: 4560.025879
	Iteration 30Q: 3 clusters Score -830594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -830599.750000 Penalty: 4560.025879
	Iteration 31Q: 3 clusters Score -830599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -830604.625000 Penalty: 4560.025879
	Iteration 32Q: 3 clusters Score -830604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -830605.187500 Penalty: 4560.025879
	Iteration 33Q: 3 clusters Score -830605.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -830607.250000 Penalty: 4560.025879
	Iteration 34Q: 3 clusters Score -830607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -830607.812500 Penalty: 4560.025879
	Iteration 35Q: 3 clusters Score -830607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -830607.812500 Penalty: 4560.025879
	Iteration 36F: 3 clusters Score -830607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Entering Unmasked Estep 
Score: -1005629.500000 Penalty: 2338.410400
	Iteration 0F: 2 clusters Score -1005630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -996430.125000 Penalty: 4676.820801
	Iteration 0F: 3 clusters Score -996430.1 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -999626.250000 Penalty: 4676.820801
	Iteration 1F: 3 clusters Score -999626.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1000348.125000 Penalty: 4676.820801
	Iteration 2F: 3 clusters Score -1000348 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1001141.687500 Penalty: 4676.820801
	Iteration 3F: 3 clusters Score -1001142 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1001799.750000 Penalty: 4676.820801
	Iteration 4F: 3 clusters Score -1001800 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1002316.562500 Penalty: 4676.820801
	Iteration 5F: 3 clusters Score -1002317 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1002699.562500 Penalty: 4676.820801
	Iteration 6F: 3 clusters Score -1002700 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1002971.937500 Penalty: 4676.820801
	Iteration 7Q: 3 clusters Score -1002972 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1003149.687500 Penalty: 4676.820801
	Iteration 8Q: 3 clusters Score -1003150 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1003283.937500 Penalty: 4676.820801
	Iteration 9Q: 3 clusters Score -1003284 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1003388.437500 Penalty: 4676.820801
	Iteration 10Q: 3 clusters Score -1003388 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1003460.375000 Penalty: 4676.820801
	Iteration 11Q: 3 clusters Score -1003460 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1003505.562500 Penalty: 4676.820801
	Iteration 12Q: 3 clusters Score -1003506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1003536.437500 Penalty: 4676.820801
	Iteration 13Q: 3 clusters Score -1003536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1003568.125000 Penalty: 4676.820801
	Iteration 14Q: 3 clusters Score -1003568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1003591.125000 Penalty: 4676.820801
	Iteration 15Q: 3 clusters Score -1003591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1003609.937500 Penalty: 4676.820801
	Iteration 16Q: 3 clusters Score -1003610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1003619.062500 Penalty: 4676.820801
	Iteration 17Q: 3 clusters Score -1003619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1003629.875000 Penalty: 4676.820801
	Iteration 18Q: 3 clusters Score -1003630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1003637.187500 Penalty: 4676.820801
	Iteration 19Q: 3 clusters Score -1003637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1003643.000000 Penalty: 4676.820801
	Iteration 20F: 3 clusters Score -1003643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1003650.312500 Penalty: 4676.820801
	Iteration 21Q: 3 clusters Score -1003650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1003654.187500 Penalty: 4676.820801
	Iteration 22Q: 3 clusters Score -1003654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1003659.125000 Penalty: 4676.820801
	Iteration 23Q: 3 clusters Score -1003659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1003663.250000 Penalty: 4676.820801
	Iteration 24Q: 3 clusters Score -1003663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1003669.437500 Penalty: 4676.820801
	Iteration 25Q: 3 clusters Score -1003669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1003679.562500 Penalty: 4676.820801
	Iteration 26Q: 3 clusters Score -1003680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1003680.312500 Penalty: 4676.820801
	Iteration 27Q: 3 clusters Score -1003680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1003683.500000 Penalty: 4676.820801
	Iteration 28Q: 3 clusters Score -1003684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1003687.937500 Penalty: 4676.820801
	Iteration 29Q: 3 clusters Score -1003688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1003687.562500 Penalty: 4676.820801
	Iteration 30Q: 3 clusters Score -1003688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1003694.562500 Penalty: 4676.820801
	Iteration 31Q: 3 clusters Score -1003695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1003696.500000 Penalty: 4676.820801
	Iteration 32Q: 3 clusters Score -1003696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1003700.437500 Penalty: 4676.820801
	Iteration 33Q: 3 clusters Score -1003700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1003700.750000 Penalty: 4676.820801
	Iteration 34Q: 3 clusters Score -1003701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1003701.125000 Penalty: 4676.820801
	Iteration 35Q: 3 clusters Score -1003701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1003701.500000 Penalty: 4676.820801
	Iteration 36Q: 3 clusters Score -1003702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1003706.812500 Penalty: 4676.820801
	Iteration 37Q: 3 clusters Score -1003707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1003708.625000 Penalty: 4676.820801
	Iteration 38Q: 3 clusters Score -1003709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1003709.000000 Penalty: 4676.820801
	Iteration 39Q: 3 clusters Score -1003709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1003709.250000 Penalty: 4676.820801
	Iteration 40F: 3 clusters Score -1003709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1003712.250000 Penalty: 4676.820801
	Iteration 41Q: 3 clusters Score -1003712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1003714.687500 Penalty: 4676.820801
	Iteration 42Q: 3 clusters Score -1003715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1003716.625000 Penalty: 4676.820801
	Iteration 43Q: 3 clusters Score -1003717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1003718.500000 Penalty: 4676.820801
	Iteration 44Q: 3 clusters Score -1003718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1003717.312500 Penalty: 4676.820801
	Iteration 45Q: 3 clusters Score -1003717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1003720.000000 Penalty: 4676.820801
	Iteration 46Q: 3 clusters Score -1003720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1003720.000000 Penalty: 4676.820801
	Iteration 47Q: 3 clusters Score -1003720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1003720.875000 Penalty: 4676.820801
	Iteration 48Q: 3 clusters Score -1003721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1003720.687500 Penalty: 4676.820801
	Iteration 49Q: 3 clusters Score -1003721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1003721.062500 Penalty: 4676.820801
	Iteration 50Q: 3 clusters Score -1003721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1003720.375000 Penalty: 4676.820801
	Iteration 51Q: 3 clusters Score -1003720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1003722.375000 Penalty: 4676.820801
	Iteration 52Q: 3 clusters Score -1003722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1003723.125000 Penalty: 4676.820801
	Iteration 53Q: 3 clusters Score -1003723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1003723.125000 Penalty: 4676.820801
	Iteration 54F: 3 clusters Score -1003723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Entering Unmasked Estep 
Score: -1348742.250000 Penalty: 2381.592041
	Iteration 0F: 2 clusters Score -1348742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1338096.625000 Penalty: 4763.184082
	Iteration 0F: 3 clusters Score -1338097 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1341443.500000 Penalty: 4763.184082
	Iteration 1F: 3 clusters Score -1341444 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1341724.250000 Penalty: 4763.184082
	Iteration 2F: 3 clusters Score -1341724 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1341930.875000 Penalty: 4763.184082
	Iteration 3Q: 3 clusters Score -1341931 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1342098.500000 Penalty: 4763.184082
	Iteration 4Q: 3 clusters Score -1342098 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1342266.375000 Penalty: 4763.184082
	Iteration 5Q: 3 clusters Score -1342266 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1342456.375000 Penalty: 4763.184082
	Iteration 6Q: 3 clusters Score -1342456 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1342721.875000 Penalty: 4763.184082
	Iteration 7Q: 3 clusters Score -1342722 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1343052.125000 Penalty: 4763.184082
	Iteration 8Q: 3 clusters Score -1343052 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1343504.750000 Penalty: 4763.184082
	Iteration 9Q: 3 clusters Score -1343505 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1344103.000000 Penalty: 4763.184082
	Iteration 10F: 3 clusters Score -1344103 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1344761.500000 Penalty: 4763.184082
	Iteration 11F: 3 clusters Score -1344762 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1345379.750000 Penalty: 4763.184082
	Iteration 12Q: 3 clusters Score -1345380 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1345845.875000 Penalty: 4763.184082
	Iteration 13Q: 3 clusters Score -1345846 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1346156.000000 Penalty: 4763.184082
	Iteration 14Q: 3 clusters Score -1346156 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1346335.125000 Penalty: 4763.184082
	Iteration 15Q: 3 clusters Score -1346335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1346436.625000 Penalty: 4763.184082
	Iteration 16Q: 3 clusters Score -1346437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1346506.625000 Penalty: 4763.184082
	Iteration 17Q: 3 clusters Score -1346507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1346539.500000 Penalty: 4763.184082
	Iteration 18Q: 3 clusters Score -1346540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1346568.625000 Penalty: 4763.184082
	Iteration 19Q: 3 clusters Score -1346569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1346583.125000 Penalty: 4763.184082
	Iteration 20F: 3 clusters Score -1346583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1346598.750000 Penalty: 4763.184082
	Iteration 21Q: 3 clusters Score -1346599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1346607.250000 Penalty: 4763.184082
	Iteration 22Q: 3 clusters Score -1346607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1346616.125000 Penalty: 4763.184082
	Iteration 23Q: 3 clusters Score -1346616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1346623.000000 Penalty: 4763.184082
	Iteration 24Q: 3 clusters Score -1346623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1346634.750000 Penalty: 4763.184082
	Iteration 25Q: 3 clusters Score -1346635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1346645.625000 Penalty: 4763.184082
	Iteration 26Q: 3 clusters Score -1346646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1346654.750000 Penalty: 4763.184082
	Iteration 27Q: 3 clusters Score -1346655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1346658.500000 Penalty: 4763.184082
	Iteration 28Q: 3 clusters Score -1346658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1346660.625000 Penalty: 4763.184082
	Iteration 29Q: 3 clusters Score -1346661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1346662.625000 Penalty: 4763.184082
	Iteration 30Q: 3 clusters Score -1346663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1346662.625000 Penalty: 4763.184082
	Iteration 31F: 3 clusters Score -1346663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Entering Unmasked Estep 
Score: -598003.187500 Penalty: 2200.307373
	Iteration 0F: 2 clusters Score -598003.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -592177.312500 Penalty: 4400.614746
	Iteration 0F: 3 clusters Score -592177.3 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -593675.812500 Penalty: 4400.614746
	Iteration 1F: 3 clusters Score -593675.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -594005.000000 Penalty: 4400.614746
	Iteration 2F: 3 clusters Score -594005 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -594305.562500 Penalty: 4400.614746
	Iteration 3F: 3 clusters Score -594305.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -594569.500000 Penalty: 4400.614746
	Iteration 4F: 3 clusters Score -594569.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -594784.312500 Penalty: 4400.614746
	Iteration 5F: 3 clusters Score -594784.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -594940.812500 Penalty: 4400.614746
	Iteration 6Q: 3 clusters Score -594940.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -595048.375000 Penalty: 4400.614746
	Iteration 7Q: 3 clusters Score -595048.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -595137.750000 Penalty: 4400.614746
	Iteration 8Q: 3 clusters Score -595137.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -595209.437500 Penalty: 4400.614746
	Iteration 9Q: 3 clusters Score -595209.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -595261.000000 Penalty: 4400.614746
	Iteration 10Q: 3 clusters Score -595261 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -595324.000000 Penalty: 4400.614746
	Iteration 11Q: 3 clusters Score -595324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -595387.375000 Penalty: 4400.614746
	Iteration 12Q: 3 clusters Score -595387.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -595448.000000 Penalty: 4400.614746
	Iteration 13Q: 3 clusters Score -595448 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -595502.250000 Penalty: 4400.614746
	Iteration 14Q: 3 clusters Score -595502.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -595552.250000 Penalty: 4400.614746
	Iteration 15Q: 3 clusters Score -595552.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -595591.312500 Penalty: 4400.614746
	Iteration 16Q: 3 clusters Score -595591.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -595619.562500 Penalty: 4400.614746
	Iteration 17Q: 3 clusters Score -595619.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -595655.562500 Penalty: 4400.614746
	Iteration 18Q: 3 clusters Score -595655.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -595693.437500 Penalty: 4400.614746
	Iteration 19Q: 3 clusters Score -595693.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -595735.250000 Penalty: 4400.614746
	Iteration 20F: 3 clusters Score -595735.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -595786.812500 Penalty: 4400.614746
	Iteration 21Q: 3 clusters Score -595786.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -595831.312500 Penalty: 4400.614746
	Iteration 22Q: 3 clusters Score -595831.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -595868.312500 Penalty: 4400.614746
	Iteration 23Q: 3 clusters Score -595868.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -595901.187500 Penalty: 4400.614746
	Iteration 24Q: 3 clusters Score -595901.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -595932.687500 Penalty: 4400.614746
	Iteration 25Q: 3 clusters Score -595932.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -595955.375000 Penalty: 4400.614746
	Iteration 26Q: 3 clusters Score -595955.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -595970.750000 Penalty: 4400.614746
	Iteration 27Q: 3 clusters Score -595970.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -595984.000000 Penalty: 4400.614746
	Iteration 28Q: 3 clusters Score -595984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -595995.125000 Penalty: 4400.614746
	Iteration 29Q: 3 clusters Score -595995.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -596002.125000 Penalty: 4400.614746
	Iteration 30Q: 3 clusters Score -596002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -596007.062500 Penalty: 4400.614746
	Iteration 31Q: 3 clusters Score -596007.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -596014.312500 Penalty: 4400.614746
	Iteration 32Q: 3 clusters Score -596014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -596021.187500 Penalty: 4400.614746
	Iteration 33Q: 3 clusters Score -596021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -596024.937500 Penalty: 4400.614746
	Iteration 34Q: 3 clusters Score -596024.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -596032.812500 Penalty: 4400.614746
	Iteration 35Q: 3 clusters Score -596032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -596038.062500 Penalty: 4400.614746
	Iteration 36Q: 3 clusters Score -596038.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -596043.062500 Penalty: 4400.614746
	Iteration 37Q: 3 clusters Score -596043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -596045.687500 Penalty: 4400.614746
	Iteration 38Q: 3 clusters Score -596045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -596049.562500 Penalty: 4400.614746
	Iteration 39Q: 3 clusters Score -596049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -596049.687500 Penalty: 4400.614746
	Iteration 40F: 3 clusters Score -596049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -596050.000000 Penalty: 4400.614746
	Iteration 41Q: 3 clusters Score -596050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -596050.625000 Penalty: 4400.614746
	Iteration 42Q: 3 clusters Score -596050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -596051.687500 Penalty: 4400.614746
	Iteration 43Q: 3 clusters Score -596051.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -596055.562500 Penalty: 4400.614746
	Iteration 44Q: 3 clusters Score -596055.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -596055.812500 Penalty: 4400.614746
	Iteration 45Q: 3 clusters Score -596055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -596057.750000 Penalty: 4400.614746
	Iteration 46Q: 3 clusters Score -596057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -596061.062500 Penalty: 4400.614746
	Iteration 47Q: 3 clusters Score -596061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -596061.062500 Penalty: 4400.614746
	Iteration 48F: 3 clusters Score -596061.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412903 members 
Entering Unmasked Estep 
Score: -36480828.000000 Penalty: 3206.880127
	Iteration 0F: 2 clusters Score -3.648083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206122 members 
Mstep: Class 2 contains 206781 members 
Entering Unmasked Estep 
Score: -36202820.000000 Penalty: 6413.760254
	Iteration 0F: 3 clusters Score -3.620282e+07 nChanged 201031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197673 members 
Mstep: Class 2 contains 215230 members 
Entering Unmasked Estep 
Score: -36324700.000000 Penalty: 6413.760254
	Iteration 1F: 3 clusters Score -3.63247e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 219621 members 
Entering Unmasked Estep 
Score: -36326688.000000 Penalty: 6413.760254
	Iteration 2Q: 3 clusters Score -3.632669e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186666 members 
Mstep: Class 2 contains 226237 members 
Entering Unmasked Estep 
Score: -36329572.000000 Penalty: 6413.760254
	Iteration 3Q: 3 clusters Score -3.632957e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 236101 members 
Entering Unmasked Estep 
Score: -36334248.000000 Penalty: 6413.760254
	Iteration 4Q: 3 clusters Score -3.633425e+07 nChanged 17436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162004 members 
Mstep: Class 2 contains 250899 members 
Entering Unmasked Estep 
Score: -36342096.000000 Penalty: 6413.760254
	Iteration 5Q: 3 clusters Score -3.63421e+07 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140512 members 
Mstep: Class 2 contains 272391 members 
Entering Unmasked Estep 
Score: -36355772.000000 Penalty: 6413.760254
	Iteration 6F: 3 clusters Score -3.635577e+07 nChanged 29231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 300940 members 
Entering Unmasked Estep 
Score: -36377752.000000 Penalty: 6413.760254
	Iteration 7F: 3 clusters Score -3.637775e+07 nChanged 33070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 333712 members 
Entering Unmasked Estep 
Score: -36405788.000000 Penalty: 6413.760254
	Iteration 8F: 3 clusters Score -3.640579e+07 nChanged 30288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 363900 members 
Entering Unmasked Estep 
Score: -36433264.000000 Penalty: 6413.760254
	Iteration 9F: 3 clusters Score -3.643326e+07 nChanged 22310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 386174 members 
Entering Unmasked Estep 
Score: -36454332.000000 Penalty: 6413.760254
	Iteration 10F: 3 clusters Score -3.645433e+07 nChanged 13774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 399926 members 
Entering Unmasked Estep 
Score: -36467144.000000 Penalty: 6413.760254
	Iteration 11Q: 3 clusters Score -3.646714e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 407116 members 
Entering Unmasked Estep 
Score: -36473584.000000 Penalty: 6413.760254
	Iteration 12Q: 3 clusters Score -3.647358e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 410335 members 
Entering Unmasked Estep 
Score: -36476212.000000 Penalty: 6413.760254
	Iteration 13Q: 3 clusters Score -3.647621e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 411541 members 
Entering Unmasked Estep 
Score: -36477248.000000 Penalty: 6413.760254
	Iteration 14Q: 3 clusters Score -3.647725e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 412006 members 
Entering Unmasked Estep 
Score: -36477704.000000 Penalty: 6413.760254
	Iteration 15Q: 3 clusters Score -3.64777e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 412195 members 
Entering Unmasked Estep 
Score: -36477904.000000 Penalty: 6413.760254
	Iteration 16Q: 3 clusters Score -3.64779e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 412283 members 
Entering Unmasked Estep 
Score: -36478052.000000 Penalty: 6413.760254
	Iteration 17Q: 3 clusters Score -3.647805e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 412323 members 
Entering Unmasked Estep 
Score: -36478092.000000 Penalty: 6413.760254
	Iteration 18Q: 3 clusters Score -3.647809e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 412355 members 
Entering Unmasked Estep 
Score: -36478108.000000 Penalty: 6413.760254
	Iteration 19Q: 3 clusters Score -3.647811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 412368 members 
Entering Unmasked Estep 
Score: -36478168.000000 Penalty: 6413.760254
	Iteration 20F: 3 clusters Score -3.647817e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 412384 members 
Entering Unmasked Estep 
Score: -36478172.000000 Penalty: 6413.760254
	Iteration 21Q: 3 clusters Score -3.647817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 412390 members 
Entering Unmasked Estep 
Score: -36478184.000000 Penalty: 6413.760254
	Iteration 22Q: 3 clusters Score -3.647818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 412395 members 
Entering Unmasked Estep 
Score: -36478192.000000 Penalty: 6413.760254
	Iteration 23Q: 3 clusters Score -3.647819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 412396 members 
Entering Unmasked Estep 
Score: -36478204.000000 Penalty: 6413.760254
	Iteration 24Q: 3 clusters Score -3.64782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 412394 members 
Entering Unmasked Estep 
Score: -36478188.000000 Penalty: 6413.760254
	Iteration 25Q: 3 clusters Score -3.647819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 412396 members 
Entering Unmasked Estep 
Score: -36478220.000000 Penalty: 6413.760254
	Iteration 26Q: 3 clusters Score -3.647822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 412398 members 
Entering Unmasked Estep 
Score: -36478208.000000 Penalty: 6413.760254
	Iteration 27Q: 3 clusters Score -3.647821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 412399 members 
Entering Unmasked Estep 
Score: -36478212.000000 Penalty: 6413.760254
	Iteration 28Q: 3 clusters Score -3.647821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 412400 members 
Entering Unmasked Estep 
Score: -36478204.000000 Penalty: 6413.760254
	Iteration 29Q: 3 clusters Score -3.64782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 412407 members 
Entering Unmasked Estep 
Score: -36478232.000000 Penalty: 6413.760254
	Iteration 30Q: 3 clusters Score -3.647823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412406 members 
Entering Unmasked Estep 
Score: -36478240.000000 Penalty: 6413.760254
	Iteration 31Q: 3 clusters Score -3.647824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 412409 members 
Entering Unmasked Estep 
Score: -36478220.000000 Penalty: 6413.760254
	Iteration 32Q: 3 clusters Score -3.647822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 412413 members 
Entering Unmasked Estep 
Score: -36478224.000000 Penalty: 6413.760254
	Iteration 33Q: 3 clusters Score -3.647822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 412414 members 
Entering Unmasked Estep 
Score: -36478216.000000 Penalty: 6413.760254
	Iteration 34Q: 3 clusters Score -3.647822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 412419 members 
Entering Unmasked Estep 
Score: -36478220.000000 Penalty: 6413.760254
	Iteration 35Q: 3 clusters Score -3.647822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 412417 members 
Entering Unmasked Estep 
Score: -36478236.000000 Penalty: 6413.760254
	Iteration 36Q: 3 clusters Score -3.647824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 412418 members 
Entering Unmasked Estep 
Score: -36478248.000000 Penalty: 6413.760254
	Iteration 37Q: 3 clusters Score -3.647825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 412418 members 
Entering Unmasked Estep 
Score: -36478248.000000 Penalty: 6413.760254
	Iteration 38F: 3 clusters Score -3.647825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -728100.625000 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -728100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -721393.375000 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -721393.4 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -723219.125000 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -723219.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -723481.187500 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -723481.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -723655.000000 Penalty: 4485.086426
	Iteration 3Q: 3 clusters Score -723655 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -723802.500000 Penalty: 4485.086426
	Iteration 4Q: 3 clusters Score -723802.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -723928.062500 Penalty: 4485.086426
	Iteration 5Q: 3 clusters Score -723928.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -724059.312500 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -724059.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -724207.000000 Penalty: 4485.086426
	Iteration 7Q: 3 clusters Score -724207 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -724377.062500 Penalty: 4485.086426
	Iteration 8Q: 3 clusters Score -724377.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -724535.000000 Penalty: 4485.086426
	Iteration 9Q: 3 clusters Score -724535 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -724663.125000 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -724663.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -724765.750000 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -724765.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -724858.125000 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -724858.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -724941.437500 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -724941.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -725021.187500 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -725021.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -725093.750000 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -725093.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -725159.687500 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -725159.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -725234.250000 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -725234.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -725305.875000 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -725305.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -725370.562500 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -725370.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -725428.125000 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -725428.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -725483.187500 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -725483.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -725536.875000 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -725536.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -725587.250000 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -725587.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -725634.750000 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -725634.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -725676.500000 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -725676.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -725710.375000 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -725710.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -725743.625000 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -725743.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -725764.250000 Penalty: 4485.086426
	Iteration 28Q: 3 clusters Score -725764.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -725777.000000 Penalty: 4485.086426
	Iteration 29Q: 3 clusters Score -725777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -725785.687500 Penalty: 4485.086426
	Iteration 30Q: 3 clusters Score -725785.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -725795.375000 Penalty: 4485.086426
	Iteration 31Q: 3 clusters Score -725795.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -725807.000000 Penalty: 4485.086426
	Iteration 32Q: 3 clusters Score -725807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -725816.125000 Penalty: 4485.086426
	Iteration 33Q: 3 clusters Score -725816.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -725821.375000 Penalty: 4485.086426
	Iteration 34Q: 3 clusters Score -725821.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -725828.687500 Penalty: 4485.086426
	Iteration 35Q: 3 clusters Score -725828.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -725830.625000 Penalty: 4485.086426
	Iteration 36Q: 3 clusters Score -725830.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -725832.062500 Penalty: 4485.086426
	Iteration 37Q: 3 clusters Score -725832.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -725832.750000 Penalty: 4485.086426
	Iteration 38Q: 3 clusters Score -725832.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -725837.125000 Penalty: 4485.086426
	Iteration 39Q: 3 clusters Score -725837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -725836.750000 Penalty: 4485.086426
	Iteration 40F: 3 clusters Score -725836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -725836.062500 Penalty: 4485.086426
	Iteration 41Q: 3 clusters Score -725836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -725838.250000 Penalty: 4485.086426
	Iteration 42Q: 3 clusters Score -725838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -725838.375000 Penalty: 4485.086426
	Iteration 43Q: 3 clusters Score -725838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -725838.812500 Penalty: 4485.086426
	Iteration 44Q: 3 clusters Score -725838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -725836.750000 Penalty: 4485.086426
	Iteration 45Q: 3 clusters Score -725836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -725838.125000 Penalty: 4485.086426
	Iteration 46Q: 3 clusters Score -725838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -725837.187500 Penalty: 4485.086426
	Iteration 47Q: 3 clusters Score -725837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -725837.187500 Penalty: 4485.086426
	Iteration 48Q: 3 clusters Score -725837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -725837.187500 Penalty: 4485.086426
	Iteration 49F: 3 clusters Score -725837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Entering Unmasked Estep 
Score: -710667.437500 Penalty: 2237.296387
	Iteration 0F: 2 clusters Score -710667.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -704077.187500 Penalty: 4474.592773
	Iteration 0F: 3 clusters Score -704077.2 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -706107.812500 Penalty: 4474.592773
	Iteration 1F: 3 clusters Score -706107.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -706719.687500 Penalty: 4474.592773
	Iteration 2F: 3 clusters Score -706719.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -707360.562500 Penalty: 4474.592773
	Iteration 3F: 3 clusters Score -707360.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -708012.250000 Penalty: 4474.592773
	Iteration 4F: 3 clusters Score -708012.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -708742.750000 Penalty: 4474.592773
	Iteration 5F: 3 clusters Score -708742.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -709359.937500 Penalty: 4474.592773
	Iteration 6F: 3 clusters Score -709359.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -709805.750000 Penalty: 4474.592773
	Iteration 7F: 3 clusters Score -709805.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -710083.312500 Penalty: 4474.592773
	Iteration 8Q: 3 clusters Score -710083.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -710320.812500 Penalty: 4474.592773
	Iteration 9Q: 3 clusters Score -710320.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -710567.250000 Penalty: 4474.592773
	Iteration 10Q: 3 clusters Score -710567.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -710785.125000 Penalty: 4474.592773
	Iteration 11Q: 3 clusters Score -710785.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -710933.625000 Penalty: 4474.592773
	Iteration 12Q: 3 clusters Score -710933.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -711027.750000 Penalty: 4474.592773
	Iteration 13Q: 3 clusters Score -711027.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -711115.187500 Penalty: 4474.592773
	Iteration 14Q: 3 clusters Score -711115.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -711166.687500 Penalty: 4474.592773
	Iteration 15Q: 3 clusters Score -711166.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -711208.375000 Penalty: 4474.592773
	Iteration 16Q: 3 clusters Score -711208.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -711232.937500 Penalty: 4474.592773
	Iteration 17Q: 3 clusters Score -711232.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -711249.250000 Penalty: 4474.592773
	Iteration 18Q: 3 clusters Score -711249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -711264.312500 Penalty: 4474.592773
	Iteration 19Q: 3 clusters Score -711264.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -711277.375000 Penalty: 4474.592773
	Iteration 20F: 3 clusters Score -711277.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -711300.125000 Penalty: 4474.592773
	Iteration 21Q: 3 clusters Score -711300.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -711329.875000 Penalty: 4474.592773
	Iteration 22Q: 3 clusters Score -711329.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -711359.437500 Penalty: 4474.592773
	Iteration 23Q: 3 clusters Score -711359.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -711385.687500 Penalty: 4474.592773
	Iteration 24Q: 3 clusters Score -711385.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -711401.250000 Penalty: 4474.592773
	Iteration 25Q: 3 clusters Score -711401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -711405.250000 Penalty: 4474.592773
	Iteration 26Q: 3 clusters Score -711405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -711406.062500 Penalty: 4474.592773
	Iteration 27Q: 3 clusters Score -711406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -711406.062500 Penalty: 4474.592773
	Iteration 28Q: 3 clusters Score -711406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -711406.375000 Penalty: 4474.592773
	Iteration 29Q: 3 clusters Score -711406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -711406.375000 Penalty: 4474.592773
	Iteration 30F: 3 clusters Score -711406.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 3983 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26369 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33304 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 4295 members 
Entering Unmasked Estep 
Score: -113006640.000000 Penalty: 139884.406250
Splitting cluster 10 changes total score from -113007168.000000 to -113006640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (19288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Entering Unmasked Estep 
Score: -1712715.125000 Penalty: 2447.074951
	Iteration 0F: 2 clusters Score -1712715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1699106.875000 Penalty: 4894.149902
	Iteration 0F: 3 clusters Score -1699107 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1703620.000000 Penalty: 4894.149902
	Iteration 1F: 3 clusters Score -1703620 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1703952.375000 Penalty: 4894.149902
	Iteration 2F: 3 clusters Score -1703952 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1704201.875000 Penalty: 4894.149902
	Iteration 3Q: 3 clusters Score -1704202 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1704396.625000 Penalty: 4894.149902
	Iteration 4Q: 3 clusters Score -1704397 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1704565.250000 Penalty: 4894.149902
	Iteration 5Q: 3 clusters Score -1704565 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1704724.000000 Penalty: 4894.149902
	Iteration 6Q: 3 clusters Score -1704724 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1704880.500000 Penalty: 4894.149902
	Iteration 7Q: 3 clusters Score -1704880 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1705053.875000 Penalty: 4894.149902
	Iteration 8Q: 3 clusters Score -1705054 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1705261.500000 Penalty: 4894.149902
	Iteration 9Q: 3 clusters Score -1705262 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1705540.375000 Penalty: 4894.149902
	Iteration 10Q: 3 clusters Score -1705540 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1705898.000000 Penalty: 4894.149902
	Iteration 11Q: 3 clusters Score -1705898 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1706404.375000 Penalty: 4894.149902
	Iteration 12Q: 3 clusters Score -1706404 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1707071.250000 Penalty: 4894.149902
	Iteration 13F: 3 clusters Score -1707071 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1707809.125000 Penalty: 4894.149902
	Iteration 14F: 3 clusters Score -1707809 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1708549.625000 Penalty: 4894.149902
	Iteration 15Q: 3 clusters Score -1708550 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1709219.375000 Penalty: 4894.149902
	Iteration 16Q: 3 clusters Score -1709219 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1709745.250000 Penalty: 4894.149902
	Iteration 17Q: 3 clusters Score -1709745 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1710069.875000 Penalty: 4894.149902
	Iteration 18Q: 3 clusters Score -1710070 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1710243.250000 Penalty: 4894.149902
	Iteration 19Q: 3 clusters Score -1710243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1710375.125000 Penalty: 4894.149902
	Iteration 20F: 3 clusters Score -1710375 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1710450.500000 Penalty: 4894.149902
	Iteration 21Q: 3 clusters Score -1710450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1710488.750000 Penalty: 4894.149902
	Iteration 22Q: 3 clusters Score -1710489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1710519.375000 Penalty: 4894.149902
	Iteration 23Q: 3 clusters Score -1710519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1710533.875000 Penalty: 4894.149902
	Iteration 24Q: 3 clusters Score -1710534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1710555.750000 Penalty: 4894.149902
	Iteration 25Q: 3 clusters Score -1710556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1710569.625000 Penalty: 4894.149902
	Iteration 26Q: 3 clusters Score -1710570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1710584.875000 Penalty: 4894.149902
	Iteration 27Q: 3 clusters Score -1710585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1710585.375000 Penalty: 4894.149902
	Iteration 28Q: 3 clusters Score -1710585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1710590.375000 Penalty: 4894.149902
	Iteration 29Q: 3 clusters Score -1710590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1710590.250000 Penalty: 4894.149902
	Iteration 30Q: 3 clusters Score -1710590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1710590.250000 Penalty: 4894.149902
	Iteration 31F: 3 clusters Score -1710590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -363238.968750 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -363239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -359032.562500 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -359032.6 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -359985.593750 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -359985.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -360214.500000 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -360214.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -360403.718750 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -360403.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -360567.968750 Penalty: 4171.717773
	Iteration 4Q: 3 clusters Score -360568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -360717.843750 Penalty: 4171.717773
	Iteration 5Q: 3 clusters Score -360717.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -360913.625000 Penalty: 4171.717773
	Iteration 6Q: 3 clusters Score -360913.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -361108.156250 Penalty: 4171.717773
	Iteration 7Q: 3 clusters Score -361108.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -361354.562500 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -361354.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -361613.750000 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -361613.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -361855.468750 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -361855.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -362074.968750 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -362075 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -362260.406250 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -362260.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -362402.312500 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -362402.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -362504.906250 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -362504.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -362568.968750 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -362569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -362607.000000 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -362607 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -362631.437500 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -362631.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -362649.000000 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -362649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -362661.750000 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -362661.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -362668.375000 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -362668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -362670.031250 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -362670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -362673.750000 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -362673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -362677.250000 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -362677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -362679.312500 Penalty: 4171.717773
	Iteration 24Q: 3 clusters Score -362679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -362682.718750 Penalty: 4171.717773
	Iteration 25Q: 3 clusters Score -362682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -362682.937500 Penalty: 4171.717773
	Iteration 26Q: 3 clusters Score -362682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -362682.937500 Penalty: 4171.717773
	Iteration 27F: 3 clusters Score -362682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Entering Unmasked Estep 
Score: -392614.218750 Penalty: 2108.314209
	Iteration 0F: 2 clusters Score -392614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -388117.593750 Penalty: 4216.628418
	Iteration 0F: 3 clusters Score -388117.6 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -389304.125000 Penalty: 4216.628418
	Iteration 1F: 3 clusters Score -389304.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -389558.593750 Penalty: 4216.628418
	Iteration 2F: 3 clusters Score -389558.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -389755.156250 Penalty: 4216.628418
	Iteration 3F: 3 clusters Score -389755.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -389949.625000 Penalty: 4216.628418
	Iteration 4Q: 3 clusters Score -389949.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -390141.031250 Penalty: 4216.628418
	Iteration 5Q: 3 clusters Score -390141 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -390269.937500 Penalty: 4216.628418
	Iteration 6Q: 3 clusters Score -390269.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -390385.781250 Penalty: 4216.628418
	Iteration 7Q: 3 clusters Score -390385.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -390488.562500 Penalty: 4216.628418
	Iteration 8Q: 3 clusters Score -390488.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -390639.031250 Penalty: 4216.628418
	Iteration 9Q: 3 clusters Score -390639 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -390813.843750 Penalty: 4216.628418
	Iteration 10Q: 3 clusters Score -390813.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -391027.937500 Penalty: 4216.628418
	Iteration 11Q: 3 clusters Score -391027.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -391229.625000 Penalty: 4216.628418
	Iteration 12Q: 3 clusters Score -391229.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -391364.500000 Penalty: 4216.628418
	Iteration 13Q: 3 clusters Score -391364.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -391462.687500 Penalty: 4216.628418
	Iteration 14Q: 3 clusters Score -391462.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -391512.968750 Penalty: 4216.628418
	Iteration 15Q: 3 clusters Score -391513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -391545.468750 Penalty: 4216.628418
	Iteration 16Q: 3 clusters Score -391545.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -391565.375000 Penalty: 4216.628418
	Iteration 17Q: 3 clusters Score -391565.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -391576.781250 Penalty: 4216.628418
	Iteration 18Q: 3 clusters Score -391576.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -391586.156250 Penalty: 4216.628418
	Iteration 19Q: 3 clusters Score -391586.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -391594.187500 Penalty: 4216.628418
	Iteration 20F: 3 clusters Score -391594.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -391601.062500 Penalty: 4216.628418
	Iteration 21Q: 3 clusters Score -391601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -391604.937500 Penalty: 4216.628418
	Iteration 22Q: 3 clusters Score -391604.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -391610.218750 Penalty: 4216.628418
	Iteration 23Q: 3 clusters Score -391610.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -391613.781250 Penalty: 4216.628418
	Iteration 24Q: 3 clusters Score -391613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -391618.406250 Penalty: 4216.628418
	Iteration 25Q: 3 clusters Score -391618.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -391626.625000 Penalty: 4216.628418
	Iteration 26Q: 3 clusters Score -391626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -391630.625000 Penalty: 4216.628418
	Iteration 27Q: 3 clusters Score -391630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -391633.500000 Penalty: 4216.628418
	Iteration 28Q: 3 clusters Score -391633.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -391634.250000 Penalty: 4216.628418
	Iteration 29Q: 3 clusters Score -391634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -391635.625000 Penalty: 4216.628418
	Iteration 30Q: 3 clusters Score -391635.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -391638.375000 Penalty: 4216.628418
	Iteration 31Q: 3 clusters Score -391638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -391639.093750 Penalty: 4216.628418
	Iteration 32Q: 3 clusters Score -391639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -391641.500000 Penalty: 4216.628418
	Iteration 33Q: 3 clusters Score -391641.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -391642.750000 Penalty: 4216.628418
	Iteration 34Q: 3 clusters Score -391642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -391644.343750 Penalty: 4216.628418
	Iteration 35Q: 3 clusters Score -391644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -391644.343750 Penalty: 4216.628418
	Iteration 36F: 3 clusters Score -391644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Entering Unmasked Estep 
Score: -919834.937500 Penalty: 2303.709473
	Iteration 0F: 2 clusters Score -919834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -911701.000000 Penalty: 4607.418945
	Iteration 0F: 3 clusters Score -911701 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -914052.875000 Penalty: 4607.418945
	Iteration 1F: 3 clusters Score -914052.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -914375.812500 Penalty: 4607.418945
	Iteration 2F: 3 clusters Score -914375.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -914694.500000 Penalty: 4607.418945
	Iteration 3F: 3 clusters Score -914694.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -914992.250000 Penalty: 4607.418945
	Iteration 4Q: 3 clusters Score -914992.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -915299.750000 Penalty: 4607.418945
	Iteration 5Q: 3 clusters Score -915299.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -915590.812500 Penalty: 4607.418945
	Iteration 6Q: 3 clusters Score -915590.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -915899.750000 Penalty: 4607.418945
	Iteration 7Q: 3 clusters Score -915899.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -916216.250000 Penalty: 4607.418945
	Iteration 8Q: 3 clusters Score -916216.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -916564.875000 Penalty: 4607.418945
	Iteration 9Q: 3 clusters Score -916564.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -916982.375000 Penalty: 4607.418945
	Iteration 10Q: 3 clusters Score -916982.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -917482.562500 Penalty: 4607.418945
	Iteration 11Q: 3 clusters Score -917482.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -917933.312500 Penalty: 4607.418945
	Iteration 12Q: 3 clusters Score -917933.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -918233.687500 Penalty: 4607.418945
	Iteration 13Q: 3 clusters Score -918233.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -918391.562500 Penalty: 4607.418945
	Iteration 14Q: 3 clusters Score -918391.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -918485.937500 Penalty: 4607.418945
	Iteration 15Q: 3 clusters Score -918485.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -918544.812500 Penalty: 4607.418945
	Iteration 16Q: 3 clusters Score -918544.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -918574.937500 Penalty: 4607.418945
	Iteration 17Q: 3 clusters Score -918574.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -918597.562500 Penalty: 4607.418945
	Iteration 18Q: 3 clusters Score -918597.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -918614.687500 Penalty: 4607.418945
	Iteration 19Q: 3 clusters Score -918614.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -918625.250000 Penalty: 4607.418945
	Iteration 20F: 3 clusters Score -918625.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -918635.375000 Penalty: 4607.418945
	Iteration 21Q: 3 clusters Score -918635.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -918639.187500 Penalty: 4607.418945
	Iteration 22Q: 3 clusters Score -918639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -918641.125000 Penalty: 4607.418945
	Iteration 23Q: 3 clusters Score -918641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -918643.312500 Penalty: 4607.418945
	Iteration 24Q: 3 clusters Score -918643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -918645.812500 Penalty: 4607.418945
	Iteration 25Q: 3 clusters Score -918645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -918648.000000 Penalty: 4607.418945
	Iteration 26Q: 3 clusters Score -918648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -918649.562500 Penalty: 4607.418945
	Iteration 27Q: 3 clusters Score -918649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -918649.375000 Penalty: 4607.418945
	Iteration 28Q: 3 clusters Score -918649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -918651.187500 Penalty: 4607.418945
	Iteration 29Q: 3 clusters Score -918651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -918654.000000 Penalty: 4607.418945
	Iteration 30Q: 3 clusters Score -918654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -918655.750000 Penalty: 4607.418945
	Iteration 31Q: 3 clusters Score -918655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -918655.562500 Penalty: 4607.418945
	Iteration 32Q: 3 clusters Score -918655.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -918655.375000 Penalty: 4607.418945
	Iteration 33Q: 3 clusters Score -918655.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -918657.187500 Penalty: 4607.418945
	Iteration 34Q: 3 clusters Score -918657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -918658.125000 Penalty: 4607.418945
	Iteration 35Q: 3 clusters Score -918658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -918657.750000 Penalty: 4607.418945
	Iteration 36Q: 3 clusters Score -918657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -918658.062500 Penalty: 4607.418945
	Iteration 37Q: 3 clusters Score -918658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -918659.312500 Penalty: 4607.418945
	Iteration 38Q: 3 clusters Score -918659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -918658.937500 Penalty: 4607.418945
	Iteration 39Q: 3 clusters Score -918658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -918657.562500 Penalty: 4607.418945
	Iteration 40F: 3 clusters Score -918657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -918658.437500 Penalty: 4607.418945
	Iteration 41Q: 3 clusters Score -918658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -918659.125000 Penalty: 4607.418945
	Iteration 42Q: 3 clusters Score -918659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -918660.250000 Penalty: 4607.418945
	Iteration 43Q: 3 clusters Score -918660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -918660.250000 Penalty: 4607.418945
	Iteration 44F: 3 clusters Score -918660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -394750.875000 Penalty: 2148.644287
	Iteration 0F: 2 clusters Score -394750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -389770.812500 Penalty: 4297.288574
	Iteration 0F: 3 clusters Score -389770.8 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -391274.125000 Penalty: 4297.288574
	Iteration 1F: 3 clusters Score -391274.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -391812.718750 Penalty: 4297.288574
	Iteration 2F: 3 clusters Score -391812.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -392338.843750 Penalty: 4297.288574
	Iteration 3F: 3 clusters Score -392338.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -392823.656250 Penalty: 4297.288574
	Iteration 4F: 3 clusters Score -392823.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -393177.031250 Penalty: 4297.288574
	Iteration 5F: 3 clusters Score -393177 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -393419.375000 Penalty: 4297.288574
	Iteration 6Q: 3 clusters Score -393419.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -393591.531250 Penalty: 4297.288574
	Iteration 7Q: 3 clusters Score -393591.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -393747.312500 Penalty: 4297.288574
	Iteration 8Q: 3 clusters Score -393747.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -393939.218750 Penalty: 4297.288574
	Iteration 9Q: 3 clusters Score -393939.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -394154.593750 Penalty: 4297.288574
	Iteration 10Q: 3 clusters Score -394154.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -394318.156250 Penalty: 4297.288574
	Iteration 11Q: 3 clusters Score -394318.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -394429.093750 Penalty: 4297.288574
	Iteration 12Q: 3 clusters Score -394429.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -394503.875000 Penalty: 4297.288574
	Iteration 13Q: 3 clusters Score -394503.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -394549.500000 Penalty: 4297.288574
	Iteration 14Q: 3 clusters Score -394549.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -394570.093750 Penalty: 4297.288574
	Iteration 15Q: 3 clusters Score -394570.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -394600.531250 Penalty: 4297.288574
	Iteration 16Q: 3 clusters Score -394600.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -394613.187500 Penalty: 4297.288574
	Iteration 17Q: 3 clusters Score -394613.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -394622.437500 Penalty: 4297.288574
	Iteration 18Q: 3 clusters Score -394622.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -394626.500000 Penalty: 4297.288574
	Iteration 19Q: 3 clusters Score -394626.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -394632.437500 Penalty: 4297.288574
	Iteration 20F: 3 clusters Score -394632.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -394636.000000 Penalty: 4297.288574
	Iteration 21Q: 3 clusters Score -394636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -394639.343750 Penalty: 4297.288574
	Iteration 22Q: 3 clusters Score -394639.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -394644.781250 Penalty: 4297.288574
	Iteration 23Q: 3 clusters Score -394644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -394646.812500 Penalty: 4297.288574
	Iteration 24Q: 3 clusters Score -394646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -394649.937500 Penalty: 4297.288574
	Iteration 25Q: 3 clusters Score -394649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -394654.031250 Penalty: 4297.288574
	Iteration 26Q: 3 clusters Score -394654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -394657.218750 Penalty: 4297.288574
	Iteration 27Q: 3 clusters Score -394657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -394660.125000 Penalty: 4297.288574
	Iteration 28Q: 3 clusters Score -394660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -394661.031250 Penalty: 4297.288574
	Iteration 29Q: 3 clusters Score -394661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -394661.375000 Penalty: 4297.288574
	Iteration 30Q: 3 clusters Score -394661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -394662.875000 Penalty: 4297.288574
	Iteration 31Q: 3 clusters Score -394662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -394664.468750 Penalty: 4297.288574
	Iteration 32Q: 3 clusters Score -394664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -394665.218750 Penalty: 4297.288574
	Iteration 33Q: 3 clusters Score -394665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -394665.218750 Penalty: 4297.288574
	Iteration 34F: 3 clusters Score -394665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -629402.437500 Penalty: 2215.057861
	Iteration 0F: 2 clusters Score -629402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -623258.562500 Penalty: 4430.115723
	Iteration 0F: 3 clusters Score -623258.6 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -625033.312500 Penalty: 4430.115723
	Iteration 1F: 3 clusters Score -625033.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -625453.437500 Penalty: 4430.115723
	Iteration 2F: 3 clusters Score -625453.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -625823.437500 Penalty: 4430.115723
	Iteration 3F: 3 clusters Score -625823.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -626184.937500 Penalty: 4430.115723
	Iteration 4F: 3 clusters Score -626184.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -626508.312500 Penalty: 4430.115723
	Iteration 5F: 3 clusters Score -626508.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -626822.500000 Penalty: 4430.115723
	Iteration 6F: 3 clusters Score -626822.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -627157.750000 Penalty: 4430.115723
	Iteration 7F: 3 clusters Score -627157.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -627465.812500 Penalty: 4430.115723
	Iteration 8F: 3 clusters Score -627465.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -627690.937500 Penalty: 4430.115723
	Iteration 9Q: 3 clusters Score -627690.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -627857.562500 Penalty: 4430.115723
	Iteration 10Q: 3 clusters Score -627857.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -627962.750000 Penalty: 4430.115723
	Iteration 11Q: 3 clusters Score -627962.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -628027.312500 Penalty: 4430.115723
	Iteration 12Q: 3 clusters Score -628027.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -628080.687500 Penalty: 4430.115723
	Iteration 13Q: 3 clusters Score -628080.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -628122.562500 Penalty: 4430.115723
	Iteration 14Q: 3 clusters Score -628122.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -628161.187500 Penalty: 4430.115723
	Iteration 15Q: 3 clusters Score -628161.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -628213.437500 Penalty: 4430.115723
	Iteration 16Q: 3 clusters Score -628213.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -628265.500000 Penalty: 4430.115723
	Iteration 17Q: 3 clusters Score -628265.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -628303.375000 Penalty: 4430.115723
	Iteration 18Q: 3 clusters Score -628303.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -628335.625000 Penalty: 4430.115723
	Iteration 19Q: 3 clusters Score -628335.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -628359.500000 Penalty: 4430.115723
	Iteration 20F: 3 clusters Score -628359.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -628373.750000 Penalty: 4430.115723
	Iteration 21Q: 3 clusters Score -628373.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -628384.125000 Penalty: 4430.115723
	Iteration 22Q: 3 clusters Score -628384.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -628389.875000 Penalty: 4430.115723
	Iteration 23Q: 3 clusters Score -628389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -628393.250000 Penalty: 4430.115723
	Iteration 24Q: 3 clusters Score -628393.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -628395.812500 Penalty: 4430.115723
	Iteration 25Q: 3 clusters Score -628395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -628398.375000 Penalty: 4430.115723
	Iteration 26Q: 3 clusters Score -628398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -628399.375000 Penalty: 4430.115723
	Iteration 27Q: 3 clusters Score -628399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -628401.000000 Penalty: 4430.115723
	Iteration 28Q: 3 clusters Score -628401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -628400.000000 Penalty: 4430.115723
	Iteration 29Q: 3 clusters Score -628400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -628401.125000 Penalty: 4430.115723
	Iteration 30Q: 3 clusters Score -628401.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -628403.062500 Penalty: 4430.115723
	Iteration 31Q: 3 clusters Score -628403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -628403.937500 Penalty: 4430.115723
	Iteration 32Q: 3 clusters Score -628403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -628405.312500 Penalty: 4430.115723
	Iteration 33Q: 3 clusters Score -628405.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -628407.125000 Penalty: 4430.115723
	Iteration 34Q: 3 clusters Score -628407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -628407.187500 Penalty: 4430.115723
	Iteration 35Q: 3 clusters Score -628407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -628409.500000 Penalty: 4430.115723
	Iteration 36Q: 3 clusters Score -628409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -628409.812500 Penalty: 4430.115723
	Iteration 37Q: 3 clusters Score -628409.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -628409.812500 Penalty: 4430.115723
	Iteration 38F: 3 clusters Score -628409.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Entering Unmasked Estep 
Score: -1492079.250000 Penalty: 2413.812256
	Iteration 0F: 2 clusters Score -1492079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1480073.875000 Penalty: 4827.624512
	Iteration 0F: 3 clusters Score -1480074 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1484106.500000 Penalty: 4827.624512
	Iteration 1F: 3 clusters Score -1484106 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1484436.750000 Penalty: 4827.624512
	Iteration 2F: 3 clusters Score -1484437 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1484711.125000 Penalty: 4827.624512
	Iteration 3Q: 3 clusters Score -1484711 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1484943.000000 Penalty: 4827.624512
	Iteration 4Q: 3 clusters Score -1484943 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1485147.125000 Penalty: 4827.624512
	Iteration 5Q: 3 clusters Score -1485147 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1485326.875000 Penalty: 4827.624512
	Iteration 6Q: 3 clusters Score -1485327 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1485503.625000 Penalty: 4827.624512
	Iteration 7Q: 3 clusters Score -1485504 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1485639.250000 Penalty: 4827.624512
	Iteration 8Q: 3 clusters Score -1485639 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1485777.625000 Penalty: 4827.624512
	Iteration 9Q: 3 clusters Score -1485778 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1485902.500000 Penalty: 4827.624512
	Iteration 10Q: 3 clusters Score -1485902 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1486042.250000 Penalty: 4827.624512
	Iteration 11Q: 3 clusters Score -1486042 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1486183.750000 Penalty: 4827.624512
	Iteration 12Q: 3 clusters Score -1486184 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1486327.000000 Penalty: 4827.624512
	Iteration 13Q: 3 clusters Score -1486327 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1486498.125000 Penalty: 4827.624512
	Iteration 14Q: 3 clusters Score -1486498 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1486695.500000 Penalty: 4827.624512
	Iteration 15Q: 3 clusters Score -1486696 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1486964.375000 Penalty: 4827.624512
	Iteration 16Q: 3 clusters Score -1486964 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1487272.375000 Penalty: 4827.624512
	Iteration 17Q: 3 clusters Score -1487272 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1487614.750000 Penalty: 4827.624512
	Iteration 18Q: 3 clusters Score -1487615 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1487946.750000 Penalty: 4827.624512
	Iteration 19Q: 3 clusters Score -1487947 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1488186.000000 Penalty: 4827.624512
	Iteration 20F: 3 clusters Score -1488186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1488333.125000 Penalty: 4827.624512
	Iteration 21Q: 3 clusters Score -1488333 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1488440.250000 Penalty: 4827.624512
	Iteration 22Q: 3 clusters Score -1488440 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1488516.875000 Penalty: 4827.624512
	Iteration 23Q: 3 clusters Score -1488517 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1488583.250000 Penalty: 4827.624512
	Iteration 24Q: 3 clusters Score -1488583 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1488638.625000 Penalty: 4827.624512
	Iteration 25Q: 3 clusters Score -1488639 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1488696.875000 Penalty: 4827.624512
	Iteration 26Q: 3 clusters Score -1488697 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1488753.625000 Penalty: 4827.624512
	Iteration 27Q: 3 clusters Score -1488754 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1488807.250000 Penalty: 4827.624512
	Iteration 28Q: 3 clusters Score -1488807 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1488854.000000 Penalty: 4827.624512
	Iteration 29Q: 3 clusters Score -1488854 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1488890.625000 Penalty: 4827.624512
	Iteration 30Q: 3 clusters Score -1488891 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1488918.000000 Penalty: 4827.624512
	Iteration 31Q: 3 clusters Score -1488918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1488949.125000 Penalty: 4827.624512
	Iteration 32Q: 3 clusters Score -1488949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1488977.500000 Penalty: 4827.624512
	Iteration 33Q: 3 clusters Score -1488978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1489008.375000 Penalty: 4827.624512
	Iteration 34Q: 3 clusters Score -1489008 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1489037.875000 Penalty: 4827.624512
	Iteration 35Q: 3 clusters Score -1489038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1489068.750000 Penalty: 4827.624512
	Iteration 36Q: 3 clusters Score -1489069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1489102.875000 Penalty: 4827.624512
	Iteration 37Q: 3 clusters Score -1489103 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1489147.625000 Penalty: 4827.624512
	Iteration 38Q: 3 clusters Score -1489148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1489199.125000 Penalty: 4827.624512
	Iteration 39Q: 3 clusters Score -1489199 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1489234.875000 Penalty: 4827.624512
	Iteration 40F: 3 clusters Score -1489235 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1489269.000000 Penalty: 4827.624512
	Iteration 41Q: 3 clusters Score -1489269 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1489306.000000 Penalty: 4827.624512
	Iteration 42Q: 3 clusters Score -1489306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1489345.250000 Penalty: 4827.624512
	Iteration 43Q: 3 clusters Score -1489345 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1489389.500000 Penalty: 4827.624512
	Iteration 44Q: 3 clusters Score -1489390 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1489428.750000 Penalty: 4827.624512
	Iteration 45Q: 3 clusters Score -1489429 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1489473.625000 Penalty: 4827.624512
	Iteration 46Q: 3 clusters Score -1489474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1489533.125000 Penalty: 4827.624512
	Iteration 47Q: 3 clusters Score -1489533 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1489584.000000 Penalty: 4827.624512
	Iteration 48Q: 3 clusters Score -1489584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1489634.750000 Penalty: 4827.624512
	Iteration 49Q: 3 clusters Score -1489635 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1489680.375000 Penalty: 4827.624512
	Iteration 50Q: 3 clusters Score -1489680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1489728.750000 Penalty: 4827.624512
	Iteration 51Q: 3 clusters Score -1489729 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1489739.750000 Penalty: 4827.624512
	Iteration 52Q: 3 clusters Score -1489740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1489766.250000 Penalty: 4827.624512
	Iteration 53Q: 3 clusters Score -1489766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1489789.625000 Penalty: 4827.624512
	Iteration 54Q: 3 clusters Score -1489790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1489808.125000 Penalty: 4827.624512
	Iteration 55Q: 3 clusters Score -1489808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1489837.375000 Penalty: 4827.624512
	Iteration 56Q: 3 clusters Score -1489837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1489847.500000 Penalty: 4827.624512
	Iteration 57Q: 3 clusters Score -1489848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1489855.500000 Penalty: 4827.624512
	Iteration 58Q: 3 clusters Score -1489856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1489862.125000 Penalty: 4827.624512
	Iteration 59Q: 3 clusters Score -1489862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1489875.000000 Penalty: 4827.624512
	Iteration 60F: 3 clusters Score -1489875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1489889.250000 Penalty: 4827.624512
	Iteration 61Q: 3 clusters Score -1489889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1489899.125000 Penalty: 4827.624512
	Iteration 62Q: 3 clusters Score -1489899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1489913.500000 Penalty: 4827.624512
	Iteration 63Q: 3 clusters Score -1489914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1489921.875000 Penalty: 4827.624512
	Iteration 64Q: 3 clusters Score -1489922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1489924.500000 Penalty: 4827.624512
	Iteration 65Q: 3 clusters Score -1489924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1489933.625000 Penalty: 4827.624512
	Iteration 66Q: 3 clusters Score -1489934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1489936.500000 Penalty: 4827.624512
	Iteration 67Q: 3 clusters Score -1489936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1489946.375000 Penalty: 4827.624512
	Iteration 68Q: 3 clusters Score -1489946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1489954.500000 Penalty: 4827.624512
	Iteration 69Q: 3 clusters Score -1489954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1489961.500000 Penalty: 4827.624512
	Iteration 70Q: 3 clusters Score -1489962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1489961.500000 Penalty: 4827.624512
	Iteration 71Q: 3 clusters Score -1489962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1489970.250000 Penalty: 4827.624512
	Iteration 72Q: 3 clusters Score -1489970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1489983.375000 Penalty: 4827.624512
	Iteration 73Q: 3 clusters Score -1489983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1489989.250000 Penalty: 4827.624512
	Iteration 74Q: 3 clusters Score -1489989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1489999.000000 Penalty: 4827.624512
	Iteration 75Q: 3 clusters Score -1489999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1490007.250000 Penalty: 4827.624512
	Iteration 76Q: 3 clusters Score -1490007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1490008.500000 Penalty: 4827.624512
	Iteration 77Q: 3 clusters Score -1490008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1490010.500000 Penalty: 4827.624512
	Iteration 78Q: 3 clusters Score -1490010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1490019.500000 Penalty: 4827.624512
	Iteration 79Q: 3 clusters Score -1490020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1490020.125000 Penalty: 4827.624512
	Iteration 80F: 3 clusters Score -1490020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1490022.750000 Penalty: 4827.624512
	Iteration 81Q: 3 clusters Score -1490023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1490028.250000 Penalty: 4827.624512
	Iteration 82Q: 3 clusters Score -1490028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1490030.625000 Penalty: 4827.624512
	Iteration 83Q: 3 clusters Score -1490031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1490033.000000 Penalty: 4827.624512
	Iteration 84Q: 3 clusters Score -1490033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1490030.500000 Penalty: 4827.624512
	Iteration 85Q: 3 clusters Score -1490030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1490032.125000 Penalty: 4827.624512
	Iteration 86Q: 3 clusters Score -1490032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1490033.125000 Penalty: 4827.624512
	Iteration 87Q: 3 clusters Score -1490033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1490036.625000 Penalty: 4827.624512
	Iteration 88Q: 3 clusters Score -1490037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1490038.125000 Penalty: 4827.624512
	Iteration 89Q: 3 clusters Score -1490038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1490041.500000 Penalty: 4827.624512
	Iteration 90Q: 3 clusters Score -1490042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1490044.875000 Penalty: 4827.624512
	Iteration 91Q: 3 clusters Score -1490045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1490046.875000 Penalty: 4827.624512
	Iteration 92Q: 3 clusters Score -1490047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1490053.000000 Penalty: 4827.624512
	Iteration 93Q: 3 clusters Score -1490053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1490056.000000 Penalty: 4827.624512
	Iteration 94Q: 3 clusters Score -1490056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1490056.875000 Penalty: 4827.624512
	Iteration 95Q: 3 clusters Score -1490057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1490060.125000 Penalty: 4827.624512
	Iteration 96Q: 3 clusters Score -1490060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1490058.500000 Penalty: 4827.624512
	Iteration 97Q: 3 clusters Score -1490058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1490057.875000 Penalty: 4827.624512
	Iteration 98Q: 3 clusters Score -1490058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1490060.250000 Penalty: 4827.624512
	Iteration 99Q: 3 clusters Score -1490060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1490061.000000 Penalty: 4827.624512
	Iteration 100F: 3 clusters Score -1490061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1490061.250000 Penalty: 4827.624512
	Iteration 101Q: 3 clusters Score -1490061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1490064.750000 Penalty: 4827.624512
	Iteration 102Q: 3 clusters Score -1490065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1490064.500000 Penalty: 4827.624512
	Iteration 103Q: 3 clusters Score -1490064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1490064.875000 Penalty: 4827.624512
	Iteration 104Q: 3 clusters Score -1490065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1490065.500000 Penalty: 4827.624512
	Iteration 105Q: 3 clusters Score -1490066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1490067.750000 Penalty: 4827.624512
	Iteration 106Q: 3 clusters Score -1490068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1490067.875000 Penalty: 4827.624512
	Iteration 107Q: 3 clusters Score -1490068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1490067.000000 Penalty: 4827.624512
	Iteration 108Q: 3 clusters Score -1490067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1490068.000000 Penalty: 4827.624512
	Iteration 109Q: 3 clusters Score -1490068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1490065.875000 Penalty: 4827.624512
	Iteration 110Q: 3 clusters Score -1490066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1490070.250000 Penalty: 4827.624512
	Iteration 111Q: 3 clusters Score -1490070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1490069.250000 Penalty: 4827.624512
	Iteration 112Q: 3 clusters Score -1490069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1490070.625000 Penalty: 4827.624512
	Iteration 113Q: 3 clusters Score -1490071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1490072.875000 Penalty: 4827.624512
	Iteration 114Q: 3 clusters Score -1490073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1490074.250000 Penalty: 4827.624512
	Iteration 115Q: 3 clusters Score -1490074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1490074.500000 Penalty: 4827.624512
	Iteration 116Q: 3 clusters Score -1490074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1490074.500000 Penalty: 4827.624512
	Iteration 117Q: 3 clusters Score -1490074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1490075.500000 Penalty: 4827.624512
	Iteration 118Q: 3 clusters Score -1490076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1490078.500000 Penalty: 4827.624512
	Iteration 119Q: 3 clusters Score -1490078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1490081.125000 Penalty: 4827.624512
	Iteration 120F: 3 clusters Score -1490081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1490081.375000 Penalty: 4827.624512
	Iteration 121Q: 3 clusters Score -1490081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1490082.375000 Penalty: 4827.624512
	Iteration 122Q: 3 clusters Score -1490082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1490082.375000 Penalty: 4827.624512
	Iteration 123F: 3 clusters Score -1490082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Entering Unmasked Estep 
Score: -2300369.000000 Penalty: 2520.921387
	Iteration 0F: 2 clusters Score -2300369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2282441.750000 Penalty: 5041.842773
	Iteration 0F: 3 clusters Score -2282442 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2288791.000000 Penalty: 5041.842773
	Iteration 1F: 3 clusters Score -2288791 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2289289.750000 Penalty: 5041.842773
	Iteration 2F: 3 clusters Score -2289290 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2289716.000000 Penalty: 5041.842773
	Iteration 3Q: 3 clusters Score -2289716 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2290124.000000 Penalty: 5041.842773
	Iteration 4Q: 3 clusters Score -2290124 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2290564.750000 Penalty: 5041.842773
	Iteration 5Q: 3 clusters Score -2290565 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2291100.750000 Penalty: 5041.842773
	Iteration 6Q: 3 clusters Score -2291101 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2291743.500000 Penalty: 5041.842773
	Iteration 7Q: 3 clusters Score -2291744 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2292458.000000 Penalty: 5041.842773
	Iteration 8Q: 3 clusters Score -2292458 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2293172.250000 Penalty: 5041.842773
	Iteration 9Q: 3 clusters Score -2293172 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2293797.250000 Penalty: 5041.842773
	Iteration 10Q: 3 clusters Score -2293797 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2294317.750000 Penalty: 5041.842773
	Iteration 11Q: 3 clusters Score -2294318 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2294713.500000 Penalty: 5041.842773
	Iteration 12Q: 3 clusters Score -2294714 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2294993.250000 Penalty: 5041.842773
	Iteration 13Q: 3 clusters Score -2294993 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2295173.250000 Penalty: 5041.842773
	Iteration 14Q: 3 clusters Score -2295173 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2295281.250000 Penalty: 5041.842773
	Iteration 15Q: 3 clusters Score -2295281 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2295347.750000 Penalty: 5041.842773
	Iteration 16Q: 3 clusters Score -2295348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2295404.250000 Penalty: 5041.842773
	Iteration 17Q: 3 clusters Score -2295404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2295446.750000 Penalty: 5041.842773
	Iteration 18Q: 3 clusters Score -2295447 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2295467.000000 Penalty: 5041.842773
	Iteration 19Q: 3 clusters Score -2295467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2295497.500000 Penalty: 5041.842773
	Iteration 20F: 3 clusters Score -2295498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2295527.750000 Penalty: 5041.842773
	Iteration 21Q: 3 clusters Score -2295528 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2295548.750000 Penalty: 5041.842773
	Iteration 22Q: 3 clusters Score -2295549 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2295562.250000 Penalty: 5041.842773
	Iteration 23Q: 3 clusters Score -2295562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2295587.000000 Penalty: 5041.842773
	Iteration 24Q: 3 clusters Score -2295587 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2295609.500000 Penalty: 5041.842773
	Iteration 25Q: 3 clusters Score -2295610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2295640.250000 Penalty: 5041.842773
	Iteration 26Q: 3 clusters Score -2295640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2295673.000000 Penalty: 5041.842773
	Iteration 27Q: 3 clusters Score -2295673 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2295694.000000 Penalty: 5041.842773
	Iteration 28Q: 3 clusters Score -2295694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2295721.250000 Penalty: 5041.842773
	Iteration 29Q: 3 clusters Score -2295721 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2295749.000000 Penalty: 5041.842773
	Iteration 30Q: 3 clusters Score -2295749 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2295773.500000 Penalty: 5041.842773
	Iteration 31Q: 3 clusters Score -2295774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2295797.000000 Penalty: 5041.842773
	Iteration 32Q: 3 clusters Score -2295797 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2295818.250000 Penalty: 5041.842773
	Iteration 33Q: 3 clusters Score -2295818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2295838.250000 Penalty: 5041.842773
	Iteration 34Q: 3 clusters Score -2295838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2295866.000000 Penalty: 5041.842773
	Iteration 35Q: 3 clusters Score -2295866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2295889.750000 Penalty: 5041.842773
	Iteration 36Q: 3 clusters Score -2295890 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2295923.500000 Penalty: 5041.842773
	Iteration 37Q: 3 clusters Score -2295924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2295949.250000 Penalty: 5041.842773
	Iteration 38Q: 3 clusters Score -2295949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2295989.750000 Penalty: 5041.842773
	Iteration 39Q: 3 clusters Score -2295990 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2296012.750000 Penalty: 5041.842773
	Iteration 40F: 3 clusters Score -2296013 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2296040.000000 Penalty: 5041.842773
	Iteration 41Q: 3 clusters Score -2296040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2296059.500000 Penalty: 5041.842773
	Iteration 42Q: 3 clusters Score -2296060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2296082.500000 Penalty: 5041.842773
	Iteration 43Q: 3 clusters Score -2296082 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2296102.500000 Penalty: 5041.842773
	Iteration 44Q: 3 clusters Score -2296102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2296115.250000 Penalty: 5041.842773
	Iteration 45Q: 3 clusters Score -2296115 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2296134.000000 Penalty: 5041.842773
	Iteration 46Q: 3 clusters Score -2296134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2296153.000000 Penalty: 5041.842773
	Iteration 47Q: 3 clusters Score -2296153 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2296173.750000 Penalty: 5041.842773
	Iteration 48Q: 3 clusters Score -2296174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2296204.500000 Penalty: 5041.842773
	Iteration 49Q: 3 clusters Score -2296204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2296224.250000 Penalty: 5041.842773
	Iteration 50Q: 3 clusters Score -2296224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2296260.250000 Penalty: 5041.842773
	Iteration 51Q: 3 clusters Score -2296260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2296285.750000 Penalty: 5041.842773
	Iteration 52Q: 3 clusters Score -2296286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2296322.250000 Penalty: 5041.842773
	Iteration 53Q: 3 clusters Score -2296322 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2296349.000000 Penalty: 5041.842773
	Iteration 54Q: 3 clusters Score -2296349 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2296376.250000 Penalty: 5041.842773
	Iteration 55Q: 3 clusters Score -2296376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2296405.500000 Penalty: 5041.842773
	Iteration 56Q: 3 clusters Score -2296406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2296429.750000 Penalty: 5041.842773
	Iteration 57Q: 3 clusters Score -2296430 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2296453.500000 Penalty: 5041.842773
	Iteration 58Q: 3 clusters Score -2296454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2296478.250000 Penalty: 5041.842773
	Iteration 59Q: 3 clusters Score -2296478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2296511.750000 Penalty: 5041.842773
	Iteration 60F: 3 clusters Score -2296512 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2296550.750000 Penalty: 5041.842773
	Iteration 61Q: 3 clusters Score -2296551 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2296587.250000 Penalty: 5041.842773
	Iteration 62Q: 3 clusters Score -2296587 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2296648.500000 Penalty: 5041.842773
	Iteration 63Q: 3 clusters Score -2296648 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2296700.750000 Penalty: 5041.842773
	Iteration 64Q: 3 clusters Score -2296701 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2296752.250000 Penalty: 5041.842773
	Iteration 65Q: 3 clusters Score -2296752 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2296830.500000 Penalty: 5041.842773
	Iteration 66Q: 3 clusters Score -2296830 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2296887.750000 Penalty: 5041.842773
	Iteration 67Q: 3 clusters Score -2296888 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2296953.000000 Penalty: 5041.842773
	Iteration 68Q: 3 clusters Score -2296953 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2296996.250000 Penalty: 5041.842773
	Iteration 69Q: 3 clusters Score -2296996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2297044.750000 Penalty: 5041.842773
	Iteration 70Q: 3 clusters Score -2297045 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2297087.750000 Penalty: 5041.842773
	Iteration 71Q: 3 clusters Score -2297088 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2297155.500000 Penalty: 5041.842773
	Iteration 72Q: 3 clusters Score -2297156 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2297244.750000 Penalty: 5041.842773
	Iteration 73Q: 3 clusters Score -2297245 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2297315.500000 Penalty: 5041.842773
	Iteration 74Q: 3 clusters Score -2297316 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2297406.000000 Penalty: 5041.842773
	Iteration 75Q: 3 clusters Score -2297406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2297487.250000 Penalty: 5041.842773
	Iteration 76Q: 3 clusters Score -2297487 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2297563.750000 Penalty: 5041.842773
	Iteration 77Q: 3 clusters Score -2297564 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2297632.750000 Penalty: 5041.842773
	Iteration 78Q: 3 clusters Score -2297633 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2297715.250000 Penalty: 5041.842773
	Iteration 79Q: 3 clusters Score -2297715 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2297787.250000 Penalty: 5041.842773
	Iteration 80F: 3 clusters Score -2297787 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2297853.750000 Penalty: 5041.842773
	Iteration 81Q: 3 clusters Score -2297854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2297894.250000 Penalty: 5041.842773
	Iteration 82Q: 3 clusters Score -2297894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2297931.250000 Penalty: 5041.842773
	Iteration 83Q: 3 clusters Score -2297931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2297962.000000 Penalty: 5041.842773
	Iteration 84Q: 3 clusters Score -2297962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2297995.000000 Penalty: 5041.842773
	Iteration 85Q: 3 clusters Score -2297995 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2298031.000000 Penalty: 5041.842773
	Iteration 86Q: 3 clusters Score -2298031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -2298058.750000 Penalty: 5041.842773
	Iteration 87Q: 3 clusters Score -2298059 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2298078.250000 Penalty: 5041.842773
	Iteration 88Q: 3 clusters Score -2298078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -2298104.500000 Penalty: 5041.842773
	Iteration 89Q: 3 clusters Score -2298104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -2298112.000000 Penalty: 5041.842773
	Iteration 90Q: 3 clusters Score -2298112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2298129.000000 Penalty: 5041.842773
	Iteration 91Q: 3 clusters Score -2298129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2298138.500000 Penalty: 5041.842773
	Iteration 92Q: 3 clusters Score -2298138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -2298139.000000 Penalty: 5041.842773
	Iteration 93Q: 3 clusters Score -2298139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2298142.000000 Penalty: 5041.842773
	Iteration 94Q: 3 clusters Score -2298142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2298151.250000 Penalty: 5041.842773
	Iteration 95Q: 3 clusters Score -2298151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2298153.500000 Penalty: 5041.842773
	Iteration 96Q: 3 clusters Score -2298154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2298152.000000 Penalty: 5041.842773
	Iteration 97Q: 3 clusters Score -2298152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2298153.250000 Penalty: 5041.842773
	Iteration 98Q: 3 clusters Score -2298153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2298155.000000 Penalty: 5041.842773
	Iteration 99Q: 3 clusters Score -2298155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2298163.250000 Penalty: 5041.842773
	Iteration 100F: 3 clusters Score -2298163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2298169.750000 Penalty: 5041.842773
	Iteration 101Q: 3 clusters Score -2298170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2298173.250000 Penalty: 5041.842773
	Iteration 102Q: 3 clusters Score -2298173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2298182.750000 Penalty: 5041.842773
	Iteration 103Q: 3 clusters Score -2298183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -2298186.750000 Penalty: 5041.842773
	Iteration 104Q: 3 clusters Score -2298187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -2298191.250000 Penalty: 5041.842773
	Iteration 105Q: 3 clusters Score -2298191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -2298199.250000 Penalty: 5041.842773
	Iteration 106Q: 3 clusters Score -2298199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -2298201.500000 Penalty: 5041.842773
	Iteration 107Q: 3 clusters Score -2298202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2298211.500000 Penalty: 5041.842773
	Iteration 108Q: 3 clusters Score -2298212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2298215.750000 Penalty: 5041.842773
	Iteration 109Q: 3 clusters Score -2298216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2298217.250000 Penalty: 5041.842773
	Iteration 110Q: 3 clusters Score -2298217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -2298225.250000 Penalty: 5041.842773
	Iteration 111Q: 3 clusters Score -2298225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2298229.750000 Penalty: 5041.842773
	Iteration 112Q: 3 clusters Score -2298230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2298234.750000 Penalty: 5041.842773
	Iteration 113Q: 3 clusters Score -2298235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2298242.000000 Penalty: 5041.842773
	Iteration 114Q: 3 clusters Score -2298242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2298250.500000 Penalty: 5041.842773
	Iteration 115Q: 3 clusters Score -2298250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2298247.750000 Penalty: 5041.842773
	Iteration 116Q: 3 clusters Score -2298248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2298248.250000 Penalty: 5041.842773
	Iteration 117Q: 3 clusters Score -2298248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2298252.750000 Penalty: 5041.842773
	Iteration 118Q: 3 clusters Score -2298253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2298255.500000 Penalty: 5041.842773
	Iteration 119Q: 3 clusters Score -2298256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2298254.250000 Penalty: 5041.842773
	Iteration 120F: 3 clusters Score -2298254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2298257.000000 Penalty: 5041.842773
	Iteration 121Q: 3 clusters Score -2298257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2298256.500000 Penalty: 5041.842773
	Iteration 122Q: 3 clusters Score -2298256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2298256.500000 Penalty: 5041.842773
	Iteration 123F: 3 clusters Score -2298256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -499521.843750 Penalty: 2140.590820
	Iteration 0F: 2 clusters Score -499521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -494630.656250 Penalty: 4281.181641
	Iteration 0F: 3 clusters Score -494630.7 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -495853.687500 Penalty: 4281.181641
	Iteration 1F: 3 clusters Score -495853.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -496072.812500 Penalty: 4281.181641
	Iteration 2F: 3 clusters Score -496072.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -496233.406250 Penalty: 4281.181641
	Iteration 3F: 3 clusters Score -496233.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -496378.875000 Penalty: 4281.181641
	Iteration 4Q: 3 clusters Score -496378.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -496517.375000 Penalty: 4281.181641
	Iteration 5Q: 3 clusters Score -496517.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -496627.156250 Penalty: 4281.181641
	Iteration 6Q: 3 clusters Score -496627.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -496709.062500 Penalty: 4281.181641
	Iteration 7Q: 3 clusters Score -496709.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -496795.968750 Penalty: 4281.181641
	Iteration 8Q: 3 clusters Score -496796 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -496878.093750 Penalty: 4281.181641
	Iteration 9Q: 3 clusters Score -496878.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -496945.093750 Penalty: 4281.181641
	Iteration 10Q: 3 clusters Score -496945.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -497018.562500 Penalty: 4281.181641
	Iteration 11Q: 3 clusters Score -497018.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -497098.437500 Penalty: 4281.181641
	Iteration 12Q: 3 clusters Score -497098.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -497184.406250 Penalty: 4281.181641
	Iteration 13Q: 3 clusters Score -497184.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -497282.187500 Penalty: 4281.181641
	Iteration 14Q: 3 clusters Score -497282.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -497369.500000 Penalty: 4281.181641
	Iteration 15Q: 3 clusters Score -497369.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -497446.812500 Penalty: 4281.181641
	Iteration 16Q: 3 clusters Score -497446.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -497522.062500 Penalty: 4281.181641
	Iteration 17Q: 3 clusters Score -497522.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -497583.531250 Penalty: 4281.181641
	Iteration 18Q: 3 clusters Score -497583.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -497632.937500 Penalty: 4281.181641
	Iteration 19Q: 3 clusters Score -497632.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -497679.375000 Penalty: 4281.181641
	Iteration 20F: 3 clusters Score -497679.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -497716.093750 Penalty: 4281.181641
	Iteration 21Q: 3 clusters Score -497716.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -497743.312500 Penalty: 4281.181641
	Iteration 22Q: 3 clusters Score -497743.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -497771.312500 Penalty: 4281.181641
	Iteration 23Q: 3 clusters Score -497771.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -497801.656250 Penalty: 4281.181641
	Iteration 24Q: 3 clusters Score -497801.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -497820.406250 Penalty: 4281.181641
	Iteration 25Q: 3 clusters Score -497820.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -497833.500000 Penalty: 4281.181641
	Iteration 26Q: 3 clusters Score -497833.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -497846.531250 Penalty: 4281.181641
	Iteration 27Q: 3 clusters Score -497846.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -497855.406250 Penalty: 4281.181641
	Iteration 28Q: 3 clusters Score -497855.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -497859.906250 Penalty: 4281.181641
	Iteration 29Q: 3 clusters Score -497859.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -497864.812500 Penalty: 4281.181641
	Iteration 30Q: 3 clusters Score -497864.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -497873.218750 Penalty: 4281.181641
	Iteration 31Q: 3 clusters Score -497873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -497884.468750 Penalty: 4281.181641
	Iteration 32Q: 3 clusters Score -497884.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -497894.781250 Penalty: 4281.181641
	Iteration 33Q: 3 clusters Score -497894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -497902.250000 Penalty: 4281.181641
	Iteration 34Q: 3 clusters Score -497902.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -497910.218750 Penalty: 4281.181641
	Iteration 35Q: 3 clusters Score -497910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -497915.125000 Penalty: 4281.181641
	Iteration 36Q: 3 clusters Score -497915.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -497920.187500 Penalty: 4281.181641
	Iteration 37Q: 3 clusters Score -497920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -497923.500000 Penalty: 4281.181641
	Iteration 38Q: 3 clusters Score -497923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -497925.093750 Penalty: 4281.181641
	Iteration 39Q: 3 clusters Score -497925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -497926.906250 Penalty: 4281.181641
	Iteration 40F: 3 clusters Score -497926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -497927.750000 Penalty: 4281.181641
	Iteration 41Q: 3 clusters Score -497927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -497931.062500 Penalty: 4281.181641
	Iteration 42Q: 3 clusters Score -497931.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -497933.000000 Penalty: 4281.181641
	Iteration 43Q: 3 clusters Score -497933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -497933.250000 Penalty: 4281.181641
	Iteration 44Q: 3 clusters Score -497933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -497936.343750 Penalty: 4281.181641
	Iteration 45Q: 3 clusters Score -497936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -497939.531250 Penalty: 4281.181641
	Iteration 46Q: 3 clusters Score -497939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -497943.000000 Penalty: 4281.181641
	Iteration 47Q: 3 clusters Score -497943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -497947.312500 Penalty: 4281.181641
	Iteration 48Q: 3 clusters Score -497947.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -497952.531250 Penalty: 4281.181641
	Iteration 49Q: 3 clusters Score -497952.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -497957.031250 Penalty: 4281.181641
	Iteration 50Q: 3 clusters Score -497957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -497960.062500 Penalty: 4281.181641
	Iteration 51Q: 3 clusters Score -497960.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -497964.062500 Penalty: 4281.181641
	Iteration 52Q: 3 clusters Score -497964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -497967.750000 Penalty: 4281.181641
	Iteration 53Q: 3 clusters Score -497967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -497971.718750 Penalty: 4281.181641
	Iteration 54Q: 3 clusters Score -497971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -497975.437500 Penalty: 4281.181641
	Iteration 55Q: 3 clusters Score -497975.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -497979.750000 Penalty: 4281.181641
	Iteration 56Q: 3 clusters Score -497979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -497982.312500 Penalty: 4281.181641
	Iteration 57Q: 3 clusters Score -497982.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -497986.250000 Penalty: 4281.181641
	Iteration 58Q: 3 clusters Score -497986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -497990.937500 Penalty: 4281.181641
	Iteration 59Q: 3 clusters Score -497990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -497996.906250 Penalty: 4281.181641
	Iteration 60F: 3 clusters Score -497996.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -498001.312500 Penalty: 4281.181641
	Iteration 61Q: 3 clusters Score -498001.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -498002.968750 Penalty: 4281.181641
	Iteration 62Q: 3 clusters Score -498003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -498005.156250 Penalty: 4281.181641
	Iteration 63Q: 3 clusters Score -498005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -498008.000000 Penalty: 4281.181641
	Iteration 64Q: 3 clusters Score -498008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -498012.187500 Penalty: 4281.181641
	Iteration 65Q: 3 clusters Score -498012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -498014.250000 Penalty: 4281.181641
	Iteration 66Q: 3 clusters Score -498014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -498017.125000 Penalty: 4281.181641
	Iteration 67Q: 3 clusters Score -498017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -498018.625000 Penalty: 4281.181641
	Iteration 68Q: 3 clusters Score -498018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -498020.062500 Penalty: 4281.181641
	Iteration 69Q: 3 clusters Score -498020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -498023.906250 Penalty: 4281.181641
	Iteration 70Q: 3 clusters Score -498023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -498025.437500 Penalty: 4281.181641
	Iteration 71Q: 3 clusters Score -498025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -498025.500000 Penalty: 4281.181641
	Iteration 72Q: 3 clusters Score -498025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -498027.031250 Penalty: 4281.181641
	Iteration 73Q: 3 clusters Score -498027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -498027.312500 Penalty: 4281.181641
	Iteration 74Q: 3 clusters Score -498027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -498027.562500 Penalty: 4281.181641
	Iteration 75Q: 3 clusters Score -498027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -498028.531250 Penalty: 4281.181641
	Iteration 76Q: 3 clusters Score -498028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -498029.562500 Penalty: 4281.181641
	Iteration 77Q: 3 clusters Score -498029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -498030.437500 Penalty: 4281.181641
	Iteration 78Q: 3 clusters Score -498030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -498031.218750 Penalty: 4281.181641
	Iteration 79Q: 3 clusters Score -498031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -498033.062500 Penalty: 4281.181641
	Iteration 80F: 3 clusters Score -498033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -498034.906250 Penalty: 4281.181641
	Iteration 81Q: 3 clusters Score -498034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -498036.531250 Penalty: 4281.181641
	Iteration 82Q: 3 clusters Score -498036.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -498037.375000 Penalty: 4281.181641
	Iteration 83Q: 3 clusters Score -498037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -498038.437500 Penalty: 4281.181641
	Iteration 84Q: 3 clusters Score -498038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -498041.093750 Penalty: 4281.181641
	Iteration 85Q: 3 clusters Score -498041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -498043.875000 Penalty: 4281.181641
	Iteration 86Q: 3 clusters Score -498043.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -498045.500000 Penalty: 4281.181641
	Iteration 87Q: 3 clusters Score -498045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -498046.750000 Penalty: 4281.181641
	Iteration 88Q: 3 clusters Score -498046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -498049.500000 Penalty: 4281.181641
	Iteration 89Q: 3 clusters Score -498049.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -498051.312500 Penalty: 4281.181641
	Iteration 90Q: 3 clusters Score -498051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -498053.031250 Penalty: 4281.181641
	Iteration 91Q: 3 clusters Score -498053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -498054.093750 Penalty: 4281.181641
	Iteration 92Q: 3 clusters Score -498054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -498055.437500 Penalty: 4281.181641
	Iteration 93Q: 3 clusters Score -498055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -498056.218750 Penalty: 4281.181641
	Iteration 94Q: 3 clusters Score -498056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -498056.218750 Penalty: 4281.181641
	Iteration 95F: 3 clusters Score -498056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Entering Unmasked Estep 
Score: -2493105.500000 Penalty: 2547.767578
	Iteration 0F: 2 clusters Score -2493106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2473380.000000 Penalty: 5095.535156
	Iteration 0F: 3 clusters Score -2473380 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2480219.750000 Penalty: 5095.535156
	Iteration 1F: 3 clusters Score -2480220 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2480677.750000 Penalty: 5095.535156
	Iteration 2Q: 3 clusters Score -2480678 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2481182.250000 Penalty: 5095.535156
	Iteration 3Q: 3 clusters Score -2481182 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2481776.750000 Penalty: 5095.535156
	Iteration 4Q: 3 clusters Score -2481777 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2482491.500000 Penalty: 5095.535156
	Iteration 5Q: 3 clusters Score -2482492 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2483396.750000 Penalty: 5095.535156
	Iteration 6F: 3 clusters Score -2483397 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2484551.250000 Penalty: 5095.535156
	Iteration 7F: 3 clusters Score -2484551 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2485965.000000 Penalty: 5095.535156
	Iteration 8F: 3 clusters Score -2485965 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2487584.250000 Penalty: 5095.535156
	Iteration 9F: 3 clusters Score -2487584 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2489121.750000 Penalty: 5095.535156
	Iteration 10F: 3 clusters Score -2489122 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2490210.000000 Penalty: 5095.535156
	Iteration 11Q: 3 clusters Score -2490210 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2490855.500000 Penalty: 5095.535156
	Iteration 12Q: 3 clusters Score -2490856 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2491219.250000 Penalty: 5095.535156
	Iteration 13Q: 3 clusters Score -2491219 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2491413.750000 Penalty: 5095.535156
	Iteration 14Q: 3 clusters Score -2491414 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2491556.500000 Penalty: 5095.535156
	Iteration 15Q: 3 clusters Score -2491556 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2491639.750000 Penalty: 5095.535156
	Iteration 16Q: 3 clusters Score -2491640 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2491703.500000 Penalty: 5095.535156
	Iteration 17Q: 3 clusters Score -2491704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2491743.000000 Penalty: 5095.535156
	Iteration 18Q: 3 clusters Score -2491743 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2491769.250000 Penalty: 5095.535156
	Iteration 19Q: 3 clusters Score -2491769 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2491784.250000 Penalty: 5095.535156
	Iteration 20F: 3 clusters Score -2491784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2491792.500000 Penalty: 5095.535156
	Iteration 21Q: 3 clusters Score -2491792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2491805.250000 Penalty: 5095.535156
	Iteration 22Q: 3 clusters Score -2491805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2491818.500000 Penalty: 5095.535156
	Iteration 23Q: 3 clusters Score -2491818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2491828.750000 Penalty: 5095.535156
	Iteration 24Q: 3 clusters Score -2491829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2491836.750000 Penalty: 5095.535156
	Iteration 25Q: 3 clusters Score -2491837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2491845.000000 Penalty: 5095.535156
	Iteration 26Q: 3 clusters Score -2491845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2491845.500000 Penalty: 5095.535156
	Iteration 27Q: 3 clusters Score -2491846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2491856.500000 Penalty: 5095.535156
	Iteration 28Q: 3 clusters Score -2491856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2491856.750000 Penalty: 5095.535156
	Iteration 29Q: 3 clusters Score -2491857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2491864.500000 Penalty: 5095.535156
	Iteration 30Q: 3 clusters Score -2491864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2491875.500000 Penalty: 5095.535156
	Iteration 31Q: 3 clusters Score -2491876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2491889.500000 Penalty: 5095.535156
	Iteration 32Q: 3 clusters Score -2491890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2491891.000000 Penalty: 5095.535156
	Iteration 33Q: 3 clusters Score -2491891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2491895.000000 Penalty: 5095.535156
	Iteration 34Q: 3 clusters Score -2491895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2491897.000000 Penalty: 5095.535156
	Iteration 35Q: 3 clusters Score -2491897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2491901.750000 Penalty: 5095.535156
	Iteration 36Q: 3 clusters Score -2491902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2491912.500000 Penalty: 5095.535156
	Iteration 37Q: 3 clusters Score -2491912 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2491918.000000 Penalty: 5095.535156
	Iteration 38Q: 3 clusters Score -2491918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2491927.750000 Penalty: 5095.535156
	Iteration 39Q: 3 clusters Score -2491928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2491942.500000 Penalty: 5095.535156
	Iteration 40F: 3 clusters Score -2491942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2491942.250000 Penalty: 5095.535156
	Iteration 41Q: 3 clusters Score -2491942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2491947.750000 Penalty: 5095.535156
	Iteration 42Q: 3 clusters Score -2491948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2491965.000000 Penalty: 5095.535156
	Iteration 43Q: 3 clusters Score -2491965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2491976.500000 Penalty: 5095.535156
	Iteration 44Q: 3 clusters Score -2491976 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2491993.500000 Penalty: 5095.535156
	Iteration 45Q: 3 clusters Score -2491994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2491996.750000 Penalty: 5095.535156
	Iteration 46Q: 3 clusters Score -2491997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2492000.750000 Penalty: 5095.535156
	Iteration 47Q: 3 clusters Score -2492001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2492004.750000 Penalty: 5095.535156
	Iteration 48Q: 3 clusters Score -2492005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2492015.000000 Penalty: 5095.535156
	Iteration 49Q: 3 clusters Score -2492015 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2492017.000000 Penalty: 5095.535156
	Iteration 50Q: 3 clusters Score -2492017 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2492029.500000 Penalty: 5095.535156
	Iteration 51Q: 3 clusters Score -2492030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2492043.500000 Penalty: 5095.535156
	Iteration 52Q: 3 clusters Score -2492044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2492052.750000 Penalty: 5095.535156
	Iteration 53Q: 3 clusters Score -2492053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2492065.250000 Penalty: 5095.535156
	Iteration 54Q: 3 clusters Score -2492065 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2492070.750000 Penalty: 5095.535156
	Iteration 55Q: 3 clusters Score -2492071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2492075.500000 Penalty: 5095.535156
	Iteration 56Q: 3 clusters Score -2492076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2492079.250000 Penalty: 5095.535156
	Iteration 57Q: 3 clusters Score -2492079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2492095.750000 Penalty: 5095.535156
	Iteration 58Q: 3 clusters Score -2492096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2492096.500000 Penalty: 5095.535156
	Iteration 59Q: 3 clusters Score -2492096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2492105.250000 Penalty: 5095.535156
	Iteration 60F: 3 clusters Score -2492105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2492115.500000 Penalty: 5095.535156
	Iteration 61Q: 3 clusters Score -2492116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2492109.500000 Penalty: 5095.535156
	Iteration 62Q: 3 clusters Score -2492110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2492116.500000 Penalty: 5095.535156
	Iteration 63Q: 3 clusters Score -2492116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2492120.250000 Penalty: 5095.535156
	Iteration 64Q: 3 clusters Score -2492120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2492128.500000 Penalty: 5095.535156
	Iteration 65Q: 3 clusters Score -2492128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2492125.250000 Penalty: 5095.535156
	Iteration 66Q: 3 clusters Score -2492125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2492129.000000 Penalty: 5095.535156
	Iteration 67Q: 3 clusters Score -2492129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2492128.250000 Penalty: 5095.535156
	Iteration 68Q: 3 clusters Score -2492128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2492128.000000 Penalty: 5095.535156
	Iteration 69Q: 3 clusters Score -2492128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2492125.750000 Penalty: 5095.535156
	Iteration 70Q: 3 clusters Score -2492126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2492129.000000 Penalty: 5095.535156
	Iteration 71Q: 3 clusters Score -2492129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2492133.500000 Penalty: 5095.535156
	Iteration 72Q: 3 clusters Score -2492134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2492135.000000 Penalty: 5095.535156
	Iteration 73Q: 3 clusters Score -2492135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2492132.500000 Penalty: 5095.535156
	Iteration 74Q: 3 clusters Score -2492132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2492134.750000 Penalty: 5095.535156
	Iteration 75Q: 3 clusters Score -2492135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2492135.500000 Penalty: 5095.535156
	Iteration 76Q: 3 clusters Score -2492136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2492135.500000 Penalty: 5095.535156
	Iteration 77Q: 3 clusters Score -2492136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2492131.500000 Penalty: 5095.535156
	Iteration 78Q: 3 clusters Score -2492132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2492130.750000 Penalty: 5095.535156
	Iteration 79Q: 3 clusters Score -2492131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2492127.500000 Penalty: 5095.535156
	Iteration 80F: 3 clusters Score -2492128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2492131.500000 Penalty: 5095.535156
	Iteration 81Q: 3 clusters Score -2492132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2492130.000000 Penalty: 5095.535156
	Iteration 82Q: 3 clusters Score -2492130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2492133.250000 Penalty: 5095.535156
	Iteration 83Q: 3 clusters Score -2492133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2492136.000000 Penalty: 5095.535156
	Iteration 84Q: 3 clusters Score -2492136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2492134.250000 Penalty: 5095.535156
	Iteration 85Q: 3 clusters Score -2492134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2492137.500000 Penalty: 5095.535156
	Iteration 86Q: 3 clusters Score -2492138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2492139.500000 Penalty: 5095.535156
	Iteration 87Q: 3 clusters Score -2492140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2492135.250000 Penalty: 5095.535156
	Iteration 88Q: 3 clusters Score -2492135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2492134.750000 Penalty: 5095.535156
	Iteration 89Q: 3 clusters Score -2492135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2492130.750000 Penalty: 5095.535156
	Iteration 90Q: 3 clusters Score -2492131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2492131.750000 Penalty: 5095.535156
	Iteration 91Q: 3 clusters Score -2492132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2492134.250000 Penalty: 5095.535156
	Iteration 92Q: 3 clusters Score -2492134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2492136.250000 Penalty: 5095.535156
	Iteration 93Q: 3 clusters Score -2492136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2492146.000000 Penalty: 5095.535156
	Iteration 94Q: 3 clusters Score -2492146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2492142.750000 Penalty: 5095.535156
	Iteration 95Q: 3 clusters Score -2492143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2492141.750000 Penalty: 5095.535156
	Iteration 96Q: 3 clusters Score -2492142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2492142.250000 Penalty: 5095.535156
	Iteration 97Q: 3 clusters Score -2492142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2492140.000000 Penalty: 5095.535156
	Iteration 98Q: 3 clusters Score -2492140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2492139.250000 Penalty: 5095.535156
	Iteration 99Q: 3 clusters Score -2492139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2492138.250000 Penalty: 5095.535156
	Iteration 100F: 3 clusters Score -2492138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2492138.750000 Penalty: 5095.535156
	Iteration 101Q: 3 clusters Score -2492139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2492136.500000 Penalty: 5095.535156
	Iteration 102Q: 3 clusters Score -2492136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2492135.500000 Penalty: 5095.535156
	Iteration 103Q: 3 clusters Score -2492136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2492138.750000 Penalty: 5095.535156
	Iteration 104Q: 3 clusters Score -2492139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2492141.750000 Penalty: 5095.535156
	Iteration 105Q: 3 clusters Score -2492142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2492141.250000 Penalty: 5095.535156
	Iteration 106Q: 3 clusters Score -2492141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2492138.500000 Penalty: 5095.535156
	Iteration 107Q: 3 clusters Score -2492138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2492138.750000 Penalty: 5095.535156
	Iteration 108Q: 3 clusters Score -2492139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2492139.250000 Penalty: 5095.535156
	Iteration 109Q: 3 clusters Score -2492139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2492139.000000 Penalty: 5095.535156
	Iteration 110Q: 3 clusters Score -2492139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2492137.500000 Penalty: 5095.535156
	Iteration 111Q: 3 clusters Score -2492138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2492140.750000 Penalty: 5095.535156
	Iteration 112Q: 3 clusters Score -2492141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2492141.250000 Penalty: 5095.535156
	Iteration 113Q: 3 clusters Score -2492141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2492143.750000 Penalty: 5095.535156
	Iteration 114Q: 3 clusters Score -2492144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2492142.000000 Penalty: 5095.535156
	Iteration 115Q: 3 clusters Score -2492142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2492143.750000 Penalty: 5095.535156
	Iteration 116Q: 3 clusters Score -2492144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2492144.250000 Penalty: 5095.535156
	Iteration 117Q: 3 clusters Score -2492144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2492144.000000 Penalty: 5095.535156
	Iteration 118Q: 3 clusters Score -2492144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2492144.000000 Penalty: 5095.535156
	Iteration 119Q: 3 clusters Score -2492144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2492144.000000 Penalty: 5095.535156
	Iteration 120F: 3 clusters Score -2492144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -519354.843750 Penalty: 2169.343262
	Iteration 0F: 2 clusters Score -519354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -514021.218750 Penalty: 4338.686523
	Iteration 0F: 3 clusters Score -514021.2 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -515404.656250 Penalty: 4338.686523
	Iteration 1F: 3 clusters Score -515404.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -515640.062500 Penalty: 4338.686523
	Iteration 2F: 3 clusters Score -515640.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -515808.406250 Penalty: 4338.686523
	Iteration 3Q: 3 clusters Score -515808.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -515960.031250 Penalty: 4338.686523
	Iteration 4Q: 3 clusters Score -515960 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -516078.937500 Penalty: 4338.686523
	Iteration 5Q: 3 clusters Score -516078.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -516178.156250 Penalty: 4338.686523
	Iteration 6Q: 3 clusters Score -516178.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -516270.937500 Penalty: 4338.686523
	Iteration 7Q: 3 clusters Score -516270.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -516354.687500 Penalty: 4338.686523
	Iteration 8Q: 3 clusters Score -516354.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -516433.281250 Penalty: 4338.686523
	Iteration 9Q: 3 clusters Score -516433.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -516500.906250 Penalty: 4338.686523
	Iteration 10Q: 3 clusters Score -516500.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -516580.593750 Penalty: 4338.686523
	Iteration 11Q: 3 clusters Score -516580.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -516668.687500 Penalty: 4338.686523
	Iteration 12Q: 3 clusters Score -516668.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -516753.000000 Penalty: 4338.686523
	Iteration 13Q: 3 clusters Score -516753 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -516830.625000 Penalty: 4338.686523
	Iteration 14Q: 3 clusters Score -516830.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -516900.625000 Penalty: 4338.686523
	Iteration 15Q: 3 clusters Score -516900.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -516965.000000 Penalty: 4338.686523
	Iteration 16Q: 3 clusters Score -516965 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -517014.812500 Penalty: 4338.686523
	Iteration 17Q: 3 clusters Score -517014.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -517058.656250 Penalty: 4338.686523
	Iteration 18Q: 3 clusters Score -517058.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -517090.093750 Penalty: 4338.686523
	Iteration 19Q: 3 clusters Score -517090.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -517114.562500 Penalty: 4338.686523
	Iteration 20F: 3 clusters Score -517114.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -517138.812500 Penalty: 4338.686523
	Iteration 21Q: 3 clusters Score -517138.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -517165.250000 Penalty: 4338.686523
	Iteration 22Q: 3 clusters Score -517165.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -517184.500000 Penalty: 4338.686523
	Iteration 23Q: 3 clusters Score -517184.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -517198.968750 Penalty: 4338.686523
	Iteration 24Q: 3 clusters Score -517199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -517216.093750 Penalty: 4338.686523
	Iteration 25Q: 3 clusters Score -517216.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -517229.625000 Penalty: 4338.686523
	Iteration 26Q: 3 clusters Score -517229.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -517244.437500 Penalty: 4338.686523
	Iteration 27Q: 3 clusters Score -517244.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -517255.812500 Penalty: 4338.686523
	Iteration 28Q: 3 clusters Score -517255.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -517268.218750 Penalty: 4338.686523
	Iteration 29Q: 3 clusters Score -517268.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -517276.937500 Penalty: 4338.686523
	Iteration 30Q: 3 clusters Score -517276.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -517285.250000 Penalty: 4338.686523
	Iteration 31Q: 3 clusters Score -517285.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -517291.406250 Penalty: 4338.686523
	Iteration 32Q: 3 clusters Score -517291.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -517296.656250 Penalty: 4338.686523
	Iteration 33Q: 3 clusters Score -517296.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -517300.218750 Penalty: 4338.686523
	Iteration 34Q: 3 clusters Score -517300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -517303.625000 Penalty: 4338.686523
	Iteration 35Q: 3 clusters Score -517303.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -517309.968750 Penalty: 4338.686523
	Iteration 36Q: 3 clusters Score -517310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -517318.656250 Penalty: 4338.686523
	Iteration 37Q: 3 clusters Score -517318.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -517327.843750 Penalty: 4338.686523
	Iteration 38Q: 3 clusters Score -517327.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -517333.562500 Penalty: 4338.686523
	Iteration 39Q: 3 clusters Score -517333.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -517340.406250 Penalty: 4338.686523
	Iteration 40F: 3 clusters Score -517340.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -517347.000000 Penalty: 4338.686523
	Iteration 41Q: 3 clusters Score -517347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -517349.562500 Penalty: 4338.686523
	Iteration 42Q: 3 clusters Score -517349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -517351.781250 Penalty: 4338.686523
	Iteration 43Q: 3 clusters Score -517351.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -517357.500000 Penalty: 4338.686523
	Iteration 44Q: 3 clusters Score -517357.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -517359.906250 Penalty: 4338.686523
	Iteration 45Q: 3 clusters Score -517359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -517361.250000 Penalty: 4338.686523
	Iteration 46Q: 3 clusters Score -517361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -517362.031250 Penalty: 4338.686523
	Iteration 47Q: 3 clusters Score -517362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -517363.437500 Penalty: 4338.686523
	Iteration 48Q: 3 clusters Score -517363.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -517363.312500 Penalty: 4338.686523
	Iteration 49Q: 3 clusters Score -517363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -517364.937500 Penalty: 4338.686523
	Iteration 50Q: 3 clusters Score -517364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -517366.062500 Penalty: 4338.686523
	Iteration 51Q: 3 clusters Score -517366.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -517366.750000 Penalty: 4338.686523
	Iteration 52Q: 3 clusters Score -517366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -517366.750000 Penalty: 4338.686523
	Iteration 53F: 3 clusters Score -517366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329105 members 
Entering Unmasked Estep 
Score: -29057350.000000 Penalty: 3150.624756
	Iteration 0F: 2 clusters Score -2.905735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164818 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -28836400.000000 Penalty: 6301.249512
	Iteration 0F: 3 clusters Score -2.88364e+07 nChanged 159360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166282 members 
Mstep: Class 2 contains 162823 members 
Entering Unmasked Estep 
Score: -28931212.000000 Penalty: 6301.249512
	Iteration 1F: 3 clusters Score -2.893121e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167377 members 
Mstep: Class 2 contains 161728 members 
Entering Unmasked Estep 
Score: -28933462.000000 Penalty: 6301.249512
	Iteration 2Q: 3 clusters Score -2.893346e+07 nChanged 10218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 159834 members 
Entering Unmasked Estep 
Score: -28936312.000000 Penalty: 6301.249512
	Iteration 3Q: 3 clusters Score -2.893631e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171994 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -28940900.000000 Penalty: 6301.249512
	Iteration 4Q: 3 clusters Score -2.89409e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176102 members 
Mstep: Class 2 contains 153003 members 
Entering Unmasked Estep 
Score: -28947032.000000 Penalty: 6301.249512
	Iteration 5Q: 3 clusters Score -2.894703e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181665 members 
Mstep: Class 2 contains 147440 members 
Entering Unmasked Estep 
Score: -28955842.000000 Penalty: 6301.249512
	Iteration 6F: 3 clusters Score -2.895584e+07 nChanged 18360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188895 members 
Mstep: Class 2 contains 140210 members 
Entering Unmasked Estep 
Score: -28966726.000000 Penalty: 6301.249512
	Iteration 7F: 3 clusters Score -2.896673e+07 nChanged 19115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197216 members 
Mstep: Class 2 contains 131889 members 
Entering Unmasked Estep 
Score: -28978120.000000 Penalty: 6301.249512
	Iteration 8F: 3 clusters Score -2.897812e+07 nChanged 18551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206181 members 
Mstep: Class 2 contains 122924 members 
Entering Unmasked Estep 
Score: -28988662.000000 Penalty: 6301.249512
	Iteration 9F: 3 clusters Score -2.898866e+07 nChanged 16594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215265 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -28997704.000000 Penalty: 6301.249512
	Iteration 10F: 3 clusters Score -2.89977e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224194 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -29004654.000000 Penalty: 6301.249512
	Iteration 11Q: 3 clusters Score -2.900465e+07 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233071 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -29009996.000000 Penalty: 6301.249512
	Iteration 12Q: 3 clusters Score -2.901e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242170 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -29014548.000000 Penalty: 6301.249512
	Iteration 13Q: 3 clusters Score -2.901455e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251720 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -29019120.000000 Penalty: 6301.249512
	Iteration 14Q: 3 clusters Score -2.901912e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261597 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -29024052.000000 Penalty: 6301.249512
	Iteration 15Q: 3 clusters Score -2.902405e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271579 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -29028450.000000 Penalty: 6301.249512
	Iteration 16Q: 3 clusters Score -2.902845e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281414 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -29033350.000000 Penalty: 6301.249512
	Iteration 17Q: 3 clusters Score -2.903335e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290793 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -29037902.000000 Penalty: 6301.249512
	Iteration 18Q: 3 clusters Score -2.90379e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299101 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -29041904.000000 Penalty: 6301.249512
	Iteration 19Q: 3 clusters Score -2.90419e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306083 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -29045534.000000 Penalty: 6301.249512
	Iteration 20F: 3 clusters Score -2.904553e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311575 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -29048186.000000 Penalty: 6301.249512
	Iteration 21Q: 3 clusters Score -2.904819e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315961 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -29050150.000000 Penalty: 6301.249512
	Iteration 22Q: 3 clusters Score -2.905015e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319160 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -29051534.000000 Penalty: 6301.249512
	Iteration 23Q: 3 clusters Score -2.905153e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321422 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -29052538.000000 Penalty: 6301.249512
	Iteration 24Q: 3 clusters Score -2.905254e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323043 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -29053146.000000 Penalty: 6301.249512
	Iteration 25Q: 3 clusters Score -2.905315e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324185 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -29053614.000000 Penalty: 6301.249512
	Iteration 26Q: 3 clusters Score -2.905361e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324964 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -29053888.000000 Penalty: 6301.249512
	Iteration 27Q: 3 clusters Score -2.905389e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325514 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -29054038.000000 Penalty: 6301.249512
	Iteration 28Q: 3 clusters Score -2.905404e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325889 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -29054140.000000 Penalty: 6301.249512
	Iteration 29Q: 3 clusters Score -2.905414e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326172 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -29054276.000000 Penalty: 6301.249512
	Iteration 30Q: 3 clusters Score -2.905428e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326408 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -29054386.000000 Penalty: 6301.249512
	Iteration 31Q: 3 clusters Score -2.905439e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326560 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -29054504.000000 Penalty: 6301.249512
	Iteration 32Q: 3 clusters Score -2.90545e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326702 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -29054502.000000 Penalty: 6301.249512
	Iteration 33Q: 3 clusters Score -2.90545e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326816 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -29054584.000000 Penalty: 6301.249512
	Iteration 34Q: 3 clusters Score -2.905458e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326916 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -29054590.000000 Penalty: 6301.249512
	Iteration 35Q: 3 clusters Score -2.905459e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326991 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -29054598.000000 Penalty: 6301.249512
	Iteration 36Q: 3 clusters Score -2.90546e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327054 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -29054568.000000 Penalty: 6301.249512
	Iteration 37Q: 3 clusters Score -2.905457e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327117 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -29054628.000000 Penalty: 6301.249512
	Iteration 38Q: 3 clusters Score -2.905463e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327178 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -29054632.000000 Penalty: 6301.249512
	Iteration 39Q: 3 clusters Score -2.905463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327225 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -29054652.000000 Penalty: 6301.249512
	Iteration 40F: 3 clusters Score -2.905465e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327253 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -29054644.000000 Penalty: 6301.249512
	Iteration 41Q: 3 clusters Score -2.905464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327285 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -29054692.000000 Penalty: 6301.249512
	Iteration 42Q: 3 clusters Score -2.905469e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327306 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -29054734.000000 Penalty: 6301.249512
	Iteration 43Q: 3 clusters Score -2.905473e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327328 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -29054716.000000 Penalty: 6301.249512
	Iteration 44Q: 3 clusters Score -2.905472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327351 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -29054720.000000 Penalty: 6301.249512
	Iteration 45Q: 3 clusters Score -2.905472e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327376 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -29054712.000000 Penalty: 6301.249512
	Iteration 46Q: 3 clusters Score -2.905471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327401 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -29054726.000000 Penalty: 6301.249512
	Iteration 47Q: 3 clusters Score -2.905473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327424 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -29054746.000000 Penalty: 6301.249512
	Iteration 48Q: 3 clusters Score -2.905475e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327441 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -29054724.000000 Penalty: 6301.249512
	Iteration 49Q: 3 clusters Score -2.905472e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327457 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -29054790.000000 Penalty: 6301.249512
	Iteration 50Q: 3 clusters Score -2.905479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327465 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -29054774.000000 Penalty: 6301.249512
	Iteration 51Q: 3 clusters Score -2.905477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327469 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -29054776.000000 Penalty: 6301.249512
	Iteration 52Q: 3 clusters Score -2.905478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327472 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -29054760.000000 Penalty: 6301.249512
	Iteration 53Q: 3 clusters Score -2.905476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327476 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -29054780.000000 Penalty: 6301.249512
	Iteration 54Q: 3 clusters Score -2.905478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327479 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -29054772.000000 Penalty: 6301.249512
	Iteration 55Q: 3 clusters Score -2.905477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327487 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -29054794.000000 Penalty: 6301.249512
	Iteration 56Q: 3 clusters Score -2.905479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327492 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -29054790.000000 Penalty: 6301.249512
	Iteration 57Q: 3 clusters Score -2.905479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327498 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -29054788.000000 Penalty: 6301.249512
	Iteration 58Q: 3 clusters Score -2.905479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327497 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -29054772.000000 Penalty: 6301.249512
	Iteration 59Q: 3 clusters Score -2.905477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327497 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -29054766.000000 Penalty: 6301.249512
	Iteration 60F: 3 clusters Score -2.905477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327502 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -29054768.000000 Penalty: 6301.249512
	Iteration 61Q: 3 clusters Score -2.905477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327504 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -29054790.000000 Penalty: 6301.249512
	Iteration 62Q: 3 clusters Score -2.905479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327509 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -29054776.000000 Penalty: 6301.249512
	Iteration 63Q: 3 clusters Score -2.905478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327515 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -29054786.000000 Penalty: 6301.249512
	Iteration 64Q: 3 clusters Score -2.905479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327519 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -29054788.000000 Penalty: 6301.249512
	Iteration 65Q: 3 clusters Score -2.905479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327522 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -29054788.000000 Penalty: 6301.249512
	Iteration 66Q: 3 clusters Score -2.905479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327525 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -29054784.000000 Penalty: 6301.249512
	Iteration 67Q: 3 clusters Score -2.905478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327527 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -29054796.000000 Penalty: 6301.249512
	Iteration 68Q: 3 clusters Score -2.90548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327528 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -29054804.000000 Penalty: 6301.249512
	Iteration 69Q: 3 clusters Score -2.90548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327530 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -29054814.000000 Penalty: 6301.249512
	Iteration 70Q: 3 clusters Score -2.905481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327532 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -29054808.000000 Penalty: 6301.249512
	Iteration 71Q: 3 clusters Score -2.905481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327535 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -29054802.000000 Penalty: 6301.249512
	Iteration 72Q: 3 clusters Score -2.90548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327538 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -29054820.000000 Penalty: 6301.249512
	Iteration 73Q: 3 clusters Score -2.905482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327541 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -29054822.000000 Penalty: 6301.249512
	Iteration 74Q: 3 clusters Score -2.905482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327543 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -29054824.000000 Penalty: 6301.249512
	Iteration 75Q: 3 clusters Score -2.905482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327548 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -29054820.000000 Penalty: 6301.249512
	Iteration 76Q: 3 clusters Score -2.905482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327552 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -29054842.000000 Penalty: 6301.249512
	Iteration 77Q: 3 clusters Score -2.905484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327553 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -29054848.000000 Penalty: 6301.249512
	Iteration 78Q: 3 clusters Score -2.905485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327553 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -29054850.000000 Penalty: 6301.249512
	Iteration 79Q: 3 clusters Score -2.905485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327555 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -29054856.000000 Penalty: 6301.249512
	Iteration 80F: 3 clusters Score -2.905486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327556 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -29054842.000000 Penalty: 6301.249512
	Iteration 81Q: 3 clusters Score -2.905484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327557 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -29054862.000000 Penalty: 6301.249512
	Iteration 82Q: 3 clusters Score -2.905486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327558 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -29054882.000000 Penalty: 6301.249512
	Iteration 83Q: 3 clusters Score -2.905488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327559 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -29054870.000000 Penalty: 6301.249512
	Iteration 84Q: 3 clusters Score -2.905487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327561 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -29054858.000000 Penalty: 6301.249512
	Iteration 85Q: 3 clusters Score -2.905486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327566 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -29054876.000000 Penalty: 6301.249512
	Iteration 86Q: 3 clusters Score -2.905488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327568 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -29054872.000000 Penalty: 6301.249512
	Iteration 87Q: 3 clusters Score -2.905487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327567 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -29054878.000000 Penalty: 6301.249512
	Iteration 88Q: 3 clusters Score -2.905488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327569 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -29054888.000000 Penalty: 6301.249512
	Iteration 89Q: 3 clusters Score -2.905489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327571 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -29054890.000000 Penalty: 6301.249512
	Iteration 90Q: 3 clusters Score -2.905489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327575 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -29054892.000000 Penalty: 6301.249512
	Iteration 91Q: 3 clusters Score -2.905489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327579 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -29054896.000000 Penalty: 6301.249512
	Iteration 92Q: 3 clusters Score -2.90549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327579 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -29054888.000000 Penalty: 6301.249512
	Iteration 93Q: 3 clusters Score -2.905489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327580 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -29054892.000000 Penalty: 6301.249512
	Iteration 94Q: 3 clusters Score -2.905489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327581 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -29054892.000000 Penalty: 6301.249512
	Iteration 95Q: 3 clusters Score -2.905489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327583 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -29054904.000000 Penalty: 6301.249512
	Iteration 96Q: 3 clusters Score -2.90549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327586 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -29054912.000000 Penalty: 6301.249512
	Iteration 97Q: 3 clusters Score -2.905491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327586 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -29054912.000000 Penalty: 6301.249512
	Iteration 98F: 3 clusters Score -2.905491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Entering Unmasked Estep 
Score: -2282181.000000 Penalty: 2524.626221
	Iteration 0F: 2 clusters Score -2282181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2263941.500000 Penalty: 5049.252441
	Iteration 0F: 3 clusters Score -2263942 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2270409.250000 Penalty: 5049.252441
	Iteration 1F: 3 clusters Score -2270409 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2270957.500000 Penalty: 5049.252441
	Iteration 2F: 3 clusters Score -2270958 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2271533.750000 Penalty: 5049.252441
	Iteration 3F: 3 clusters Score -2271534 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2272200.250000 Penalty: 5049.252441
	Iteration 4Q: 3 clusters Score -2272200 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2272937.500000 Penalty: 5049.252441
	Iteration 5F: 3 clusters Score -2272938 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2273699.750000 Penalty: 5049.252441
	Iteration 6F: 3 clusters Score -2273700 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2274485.000000 Penalty: 5049.252441
	Iteration 7F: 3 clusters Score -2274485 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2275230.500000 Penalty: 5049.252441
	Iteration 8Q: 3 clusters Score -2275230 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2275897.250000 Penalty: 5049.252441
	Iteration 9Q: 3 clusters Score -2275897 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2276416.000000 Penalty: 5049.252441
	Iteration 10Q: 3 clusters Score -2276416 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2276749.250000 Penalty: 5049.252441
	Iteration 11Q: 3 clusters Score -2276749 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2276971.250000 Penalty: 5049.252441
	Iteration 12Q: 3 clusters Score -2276971 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2277135.000000 Penalty: 5049.252441
	Iteration 13Q: 3 clusters Score -2277135 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2277242.500000 Penalty: 5049.252441
	Iteration 14Q: 3 clusters Score -2277242 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2277362.750000 Penalty: 5049.252441
	Iteration 15Q: 3 clusters Score -2277363 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2277460.250000 Penalty: 5049.252441
	Iteration 16Q: 3 clusters Score -2277460 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2277558.750000 Penalty: 5049.252441
	Iteration 17Q: 3 clusters Score -2277559 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2277661.000000 Penalty: 5049.252441
	Iteration 18Q: 3 clusters Score -2277661 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2277802.000000 Penalty: 5049.252441
	Iteration 19Q: 3 clusters Score -2277802 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2277928.500000 Penalty: 5049.252441
	Iteration 20F: 3 clusters Score -2277928 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2278114.000000 Penalty: 5049.252441
	Iteration 21Q: 3 clusters Score -2278114 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2278275.500000 Penalty: 5049.252441
	Iteration 22Q: 3 clusters Score -2278276 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2278473.250000 Penalty: 5049.252441
	Iteration 23Q: 3 clusters Score -2278473 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2278648.250000 Penalty: 5049.252441
	Iteration 24Q: 3 clusters Score -2278648 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2278848.250000 Penalty: 5049.252441
	Iteration 25Q: 3 clusters Score -2278848 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2279034.250000 Penalty: 5049.252441
	Iteration 26Q: 3 clusters Score -2279034 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2279209.000000 Penalty: 5049.252441
	Iteration 27Q: 3 clusters Score -2279209 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2279409.250000 Penalty: 5049.252441
	Iteration 28Q: 3 clusters Score -2279409 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2279550.250000 Penalty: 5049.252441
	Iteration 29Q: 3 clusters Score -2279550 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2279677.000000 Penalty: 5049.252441
	Iteration 30Q: 3 clusters Score -2279677 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2279784.500000 Penalty: 5049.252441
	Iteration 31Q: 3 clusters Score -2279784 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2279860.500000 Penalty: 5049.252441
	Iteration 32Q: 3 clusters Score -2279860 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2279944.750000 Penalty: 5049.252441
	Iteration 33Q: 3 clusters Score -2279945 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2280023.000000 Penalty: 5049.252441
	Iteration 34Q: 3 clusters Score -2280023 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2280090.000000 Penalty: 5049.252441
	Iteration 35Q: 3 clusters Score -2280090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2280157.250000 Penalty: 5049.252441
	Iteration 36Q: 3 clusters Score -2280157 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2280210.750000 Penalty: 5049.252441
	Iteration 37Q: 3 clusters Score -2280211 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2280256.250000 Penalty: 5049.252441
	Iteration 38Q: 3 clusters Score -2280256 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2280290.500000 Penalty: 5049.252441
	Iteration 39Q: 3 clusters Score -2280290 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2280323.750000 Penalty: 5049.252441
	Iteration 40F: 3 clusters Score -2280324 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2280359.250000 Penalty: 5049.252441
	Iteration 41Q: 3 clusters Score -2280359 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2280401.000000 Penalty: 5049.252441
	Iteration 42Q: 3 clusters Score -2280401 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2280439.750000 Penalty: 5049.252441
	Iteration 43Q: 3 clusters Score -2280440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2280488.250000 Penalty: 5049.252441
	Iteration 44Q: 3 clusters Score -2280488 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2280521.750000 Penalty: 5049.252441
	Iteration 45Q: 3 clusters Score -2280522 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2280580.000000 Penalty: 5049.252441
	Iteration 46Q: 3 clusters Score -2280580 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2280636.000000 Penalty: 5049.252441
	Iteration 47Q: 3 clusters Score -2280636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2280726.750000 Penalty: 5049.252441
	Iteration 48Q: 3 clusters Score -2280727 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2280797.500000 Penalty: 5049.252441
	Iteration 49Q: 3 clusters Score -2280798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -2280885.250000 Penalty: 5049.252441
	Iteration 50Q: 3 clusters Score -2280885 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2280936.000000 Penalty: 5049.252441
	Iteration 51Q: 3 clusters Score -2280936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2280963.750000 Penalty: 5049.252441
	Iteration 52Q: 3 clusters Score -2280964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2280991.750000 Penalty: 5049.252441
	Iteration 53Q: 3 clusters Score -2280992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -2281001.500000 Penalty: 5049.252441
	Iteration 54Q: 3 clusters Score -2281002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2281008.500000 Penalty: 5049.252441
	Iteration 55Q: 3 clusters Score -2281008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2281022.000000 Penalty: 5049.252441
	Iteration 56Q: 3 clusters Score -2281022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2281024.000000 Penalty: 5049.252441
	Iteration 57Q: 3 clusters Score -2281024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2281028.500000 Penalty: 5049.252441
	Iteration 58Q: 3 clusters Score -2281028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2281034.000000 Penalty: 5049.252441
	Iteration 59Q: 3 clusters Score -2281034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2281031.500000 Penalty: 5049.252441
	Iteration 60F: 3 clusters Score -2281032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2281033.250000 Penalty: 5049.252441
	Iteration 61Q: 3 clusters Score -2281033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -2281031.750000 Penalty: 5049.252441
	Iteration 62Q: 3 clusters Score -2281032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2281028.750000 Penalty: 5049.252441
	Iteration 63Q: 3 clusters Score -2281029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2281033.250000 Penalty: 5049.252441
	Iteration 64Q: 3 clusters Score -2281033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2281034.000000 Penalty: 5049.252441
	Iteration 65Q: 3 clusters Score -2281034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2281035.000000 Penalty: 5049.252441
	Iteration 66Q: 3 clusters Score -2281035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2281034.250000 Penalty: 5049.252441
	Iteration 67Q: 3 clusters Score -2281034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2281034.250000 Penalty: 5049.252441
	Iteration 68F: 3 clusters Score -2281034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Entering Unmasked Estep 
Score: -4780017.000000 Penalty: 2699.963623
	Iteration 0F: 2 clusters Score -4780017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4744125.000000 Penalty: 5399.927246
	Iteration 0F: 3 clusters Score -4744125 nChanged 24620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4757743.000000 Penalty: 5399.927246
	Iteration 1F: 3 clusters Score -4757743 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4758254.000000 Penalty: 5399.927246
	Iteration 2Q: 3 clusters Score -4758254 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4758695.500000 Penalty: 5399.927246
	Iteration 3Q: 3 clusters Score -4758696 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4759129.000000 Penalty: 5399.927246
	Iteration 4Q: 3 clusters Score -4759129 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4759592.000000 Penalty: 5399.927246
	Iteration 5Q: 3 clusters Score -4759592 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4760198.500000 Penalty: 5399.927246
	Iteration 6Q: 3 clusters Score -4760198 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4761130.000000 Penalty: 5399.927246
	Iteration 7Q: 3 clusters Score -4761130 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4762418.000000 Penalty: 5399.927246
	Iteration 8Q: 3 clusters Score -4762418 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -4764228.000000 Penalty: 5399.927246
	Iteration 9F: 3 clusters Score -4764228 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4766707.500000 Penalty: 5399.927246
	Iteration 10F: 3 clusters Score -4766708 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4769770.500000 Penalty: 5399.927246
	Iteration 11F: 3 clusters Score -4769770 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4772935.000000 Penalty: 5399.927246
	Iteration 12F: 3 clusters Score -4772935 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4775357.000000 Penalty: 5399.927246
	Iteration 13Q: 3 clusters Score -4775357 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4776621.000000 Penalty: 5399.927246
	Iteration 14Q: 3 clusters Score -4776621 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4777156.500000 Penalty: 5399.927246
	Iteration 15Q: 3 clusters Score -4777156 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4777411.000000 Penalty: 5399.927246
	Iteration 16Q: 3 clusters Score -4777411 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4777524.000000 Penalty: 5399.927246
	Iteration 17Q: 3 clusters Score -4777524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4777582.000000 Penalty: 5399.927246
	Iteration 18Q: 3 clusters Score -4777582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4777605.500000 Penalty: 5399.927246
	Iteration 19Q: 3 clusters Score -4777606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4777629.500000 Penalty: 5399.927246
	Iteration 20F: 3 clusters Score -4777630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4777637.500000 Penalty: 5399.927246
	Iteration 21Q: 3 clusters Score -4777638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4777646.500000 Penalty: 5399.927246
	Iteration 22Q: 3 clusters Score -4777646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4777647.000000 Penalty: 5399.927246
	Iteration 23Q: 3 clusters Score -4777647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4777649.500000 Penalty: 5399.927246
	Iteration 24Q: 3 clusters Score -4777650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4777649.500000 Penalty: 5399.927246
	Iteration 25F: 3 clusters Score -4777650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Entering Unmasked Estep 
Score: -2648481.250000 Penalty: 2582.531494
	Iteration 0F: 2 clusters Score -2648481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2626042.250000 Penalty: 5165.062988
	Iteration 0F: 3 clusters Score -2626042 nChanged 14992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2635330.500000 Penalty: 5165.062988
	Iteration 1F: 3 clusters Score -2635330 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2637099.250000 Penalty: 5165.062988
	Iteration 2F: 3 clusters Score -2637099 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2639172.250000 Penalty: 5165.062988
	Iteration 3F: 3 clusters Score -2639172 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2641260.000000 Penalty: 5165.062988
	Iteration 4F: 3 clusters Score -2641260 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2642952.500000 Penalty: 5165.062988
	Iteration 5F: 3 clusters Score -2642952 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2644174.500000 Penalty: 5165.062988
	Iteration 6F: 3 clusters Score -2644174 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2645293.500000 Penalty: 5165.062988
	Iteration 7Q: 3 clusters Score -2645294 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2646313.000000 Penalty: 5165.062988
	Iteration 8Q: 3 clusters Score -2646313 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2647127.750000 Penalty: 5165.062988
	Iteration 9Q: 3 clusters Score -2647128 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2647571.500000 Penalty: 5165.062988
	Iteration 10Q: 3 clusters Score -2647572 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2647776.750000 Penalty: 5165.062988
	Iteration 11Q: 3 clusters Score -2647777 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2647926.500000 Penalty: 5165.062988
	Iteration 12Q: 3 clusters Score -2647926 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2648006.000000 Penalty: 5165.062988
	Iteration 13Q: 3 clusters Score -2648006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2648076.750000 Penalty: 5165.062988
	Iteration 14Q: 3 clusters Score -2648077 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2648133.250000 Penalty: 5165.062988
	Iteration 15Q: 3 clusters Score -2648133 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2648190.000000 Penalty: 5165.062988
	Iteration 16Q: 3 clusters Score -2648190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2648230.500000 Penalty: 5165.062988
	Iteration 17Q: 3 clusters Score -2648230 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2648297.000000 Penalty: 5165.062988
	Iteration 18Q: 3 clusters Score -2648297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2648346.750000 Penalty: 5165.062988
	Iteration 19Q: 3 clusters Score -2648347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2648400.000000 Penalty: 5165.062988
	Iteration 20F: 3 clusters Score -2648400 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2648457.500000 Penalty: 5165.062988
	Iteration 21Q: 3 clusters Score -2648458 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2648483.500000 Penalty: 5165.062988
	Iteration 22Q: 3 clusters Score -2648484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2648535.000000 Penalty: 5165.062988
	Iteration 23Q: 3 clusters Score -2648535 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2648566.750000 Penalty: 5165.062988
	Iteration 24Q: 3 clusters Score -2648567 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2648595.000000 Penalty: 5165.062988
	Iteration 25Q: 3 clusters Score -2648595 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2648617.250000 Penalty: 5165.062988
	Iteration 26Q: 3 clusters Score -2648617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2648624.750000 Penalty: 5165.062988
	Iteration 27Q: 3 clusters Score -2648625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2648643.000000 Penalty: 5165.062988
	Iteration 28Q: 3 clusters Score -2648643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2648666.000000 Penalty: 5165.062988
	Iteration 29Q: 3 clusters Score -2648666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2648699.250000 Penalty: 5165.062988
	Iteration 30Q: 3 clusters Score -2648699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2648702.250000 Penalty: 5165.062988
	Iteration 31Q: 3 clusters Score -2648702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2648726.250000 Penalty: 5165.062988
	Iteration 32Q: 3 clusters Score -2648726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2648738.750000 Penalty: 5165.062988
	Iteration 33Q: 3 clusters Score -2648739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2648750.250000 Penalty: 5165.062988
	Iteration 34Q: 3 clusters Score -2648750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2648754.000000 Penalty: 5165.062988
	Iteration 35Q: 3 clusters Score -2648754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2648759.750000 Penalty: 5165.062988
	Iteration 36Q: 3 clusters Score -2648760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2648774.500000 Penalty: 5165.062988
	Iteration 37Q: 3 clusters Score -2648774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2648789.750000 Penalty: 5165.062988
	Iteration 38Q: 3 clusters Score -2648790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2648782.500000 Penalty: 5165.062988
	Iteration 39Q: 3 clusters Score -2648782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2648789.000000 Penalty: 5165.062988
	Iteration 40F: 3 clusters Score -2648789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2648800.250000 Penalty: 5165.062988
	Iteration 41Q: 3 clusters Score -2648800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2648813.000000 Penalty: 5165.062988
	Iteration 42Q: 3 clusters Score -2648813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2648811.750000 Penalty: 5165.062988
	Iteration 43Q: 3 clusters Score -2648812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2648813.000000 Penalty: 5165.062988
	Iteration 44Q: 3 clusters Score -2648813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2648809.500000 Penalty: 5165.062988
	Iteration 45Q: 3 clusters Score -2648810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2648805.750000 Penalty: 5165.062988
	Iteration 46Q: 3 clusters Score -2648806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2648813.750000 Penalty: 5165.062988
	Iteration 47Q: 3 clusters Score -2648814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2648812.250000 Penalty: 5165.062988
	Iteration 48Q: 3 clusters Score -2648812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2648814.750000 Penalty: 5165.062988
	Iteration 49Q: 3 clusters Score -2648815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2648816.250000 Penalty: 5165.062988
	Iteration 50Q: 3 clusters Score -2648816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2648820.750000 Penalty: 5165.062988
	Iteration 51Q: 3 clusters Score -2648821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2648829.000000 Penalty: 5165.062988
	Iteration 52Q: 3 clusters Score -2648829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2648830.750000 Penalty: 5165.062988
	Iteration 53Q: 3 clusters Score -2648831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2648827.750000 Penalty: 5165.062988
	Iteration 54Q: 3 clusters Score -2648828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2648830.250000 Penalty: 5165.062988
	Iteration 55Q: 3 clusters Score -2648830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2648833.000000 Penalty: 5165.062988
	Iteration 56Q: 3 clusters Score -2648833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2648833.750000 Penalty: 5165.062988
	Iteration 57Q: 3 clusters Score -2648834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2648834.750000 Penalty: 5165.062988
	Iteration 58Q: 3 clusters Score -2648835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2648832.250000 Penalty: 5165.062988
	Iteration 59Q: 3 clusters Score -2648832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2648832.250000 Penalty: 5165.062988
	Iteration 60F: 3 clusters Score -2648832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26369 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 28421 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 4883 members 
Entering Unmasked Estep 
Score: -113005960.000000 Penalty: 139884.406250
Splitting cluster 25 changes total score from -113007168.000000 to -113005960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (8407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Entering Unmasked Estep 
Score: -728152.937500 Penalty: 2241.131348
	Iteration 0F: 2 clusters Score -728152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -721509.750000 Penalty: 4482.262695
	Iteration 0F: 3 clusters Score -721509.8 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -723411.562500 Penalty: 4482.262695
	Iteration 1F: 3 clusters Score -723411.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -723761.812500 Penalty: 4482.262695
	Iteration 2F: 3 clusters Score -723761.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -724042.937500 Penalty: 4482.262695
	Iteration 3F: 3 clusters Score -724042.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -724322.687500 Penalty: 4482.262695
	Iteration 4F: 3 clusters Score -724322.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -724629.187500 Penalty: 4482.262695
	Iteration 5F: 3 clusters Score -724629.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -724911.000000 Penalty: 4482.262695
	Iteration 6Q: 3 clusters Score -724911 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -725200.000000 Penalty: 4482.262695
	Iteration 7F: 3 clusters Score -725200 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -725441.625000 Penalty: 4482.262695
	Iteration 8Q: 3 clusters Score -725441.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -725619.812500 Penalty: 4482.262695
	Iteration 9Q: 3 clusters Score -725619.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -725732.562500 Penalty: 4482.262695
	Iteration 10Q: 3 clusters Score -725732.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -725827.937500 Penalty: 4482.262695
	Iteration 11Q: 3 clusters Score -725827.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -725880.750000 Penalty: 4482.262695
	Iteration 12Q: 3 clusters Score -725880.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -725914.000000 Penalty: 4482.262695
	Iteration 13Q: 3 clusters Score -725914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -725937.125000 Penalty: 4482.262695
	Iteration 14Q: 3 clusters Score -725937.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -725964.687500 Penalty: 4482.262695
	Iteration 15Q: 3 clusters Score -725964.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -725989.312500 Penalty: 4482.262695
	Iteration 16Q: 3 clusters Score -725989.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -726003.437500 Penalty: 4482.262695
	Iteration 17Q: 3 clusters Score -726003.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -726016.375000 Penalty: 4482.262695
	Iteration 18Q: 3 clusters Score -726016.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -726030.750000 Penalty: 4482.262695
	Iteration 19Q: 3 clusters Score -726030.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -726044.062500 Penalty: 4482.262695
	Iteration 20F: 3 clusters Score -726044.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -726057.187500 Penalty: 4482.262695
	Iteration 21Q: 3 clusters Score -726057.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -726068.062500 Penalty: 4482.262695
	Iteration 22Q: 3 clusters Score -726068.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -726078.250000 Penalty: 4482.262695
	Iteration 23Q: 3 clusters Score -726078.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -726091.812500 Penalty: 4482.262695
	Iteration 24Q: 3 clusters Score -726091.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -726098.937500 Penalty: 4482.262695
	Iteration 25Q: 3 clusters Score -726098.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -726104.875000 Penalty: 4482.262695
	Iteration 26Q: 3 clusters Score -726104.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -726109.687500 Penalty: 4482.262695
	Iteration 27Q: 3 clusters Score -726109.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -726116.562500 Penalty: 4482.262695
	Iteration 28Q: 3 clusters Score -726116.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -726121.437500 Penalty: 4482.262695
	Iteration 29Q: 3 clusters Score -726121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -726122.437500 Penalty: 4482.262695
	Iteration 30Q: 3 clusters Score -726122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -726126.500000 Penalty: 4482.262695
	Iteration 31Q: 3 clusters Score -726126.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -726129.187500 Penalty: 4482.262695
	Iteration 32Q: 3 clusters Score -726129.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -726127.812500 Penalty: 4482.262695
	Iteration 33Q: 3 clusters Score -726127.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -726132.625000 Penalty: 4482.262695
	Iteration 34Q: 3 clusters Score -726132.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -726133.562500 Penalty: 4482.262695
	Iteration 35Q: 3 clusters Score -726133.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -726136.375000 Penalty: 4482.262695
	Iteration 36Q: 3 clusters Score -726136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -726140.625000 Penalty: 4482.262695
	Iteration 37Q: 3 clusters Score -726140.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -726144.562500 Penalty: 4482.262695
	Iteration 38Q: 3 clusters Score -726144.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -726145.312500 Penalty: 4482.262695
	Iteration 39Q: 3 clusters Score -726145.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -726146.187500 Penalty: 4482.262695
	Iteration 40F: 3 clusters Score -726146.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -726149.875000 Penalty: 4482.262695
	Iteration 41Q: 3 clusters Score -726149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -726151.312500 Penalty: 4482.262695
	Iteration 42Q: 3 clusters Score -726151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -726151.750000 Penalty: 4482.262695
	Iteration 43Q: 3 clusters Score -726151.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -726154.937500 Penalty: 4482.262695
	Iteration 44Q: 3 clusters Score -726154.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -726156.750000 Penalty: 4482.262695
	Iteration 45Q: 3 clusters Score -726156.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -726158.875000 Penalty: 4482.262695
	Iteration 46Q: 3 clusters Score -726158.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -726159.562500 Penalty: 4482.262695
	Iteration 47Q: 3 clusters Score -726159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -726161.125000 Penalty: 4482.262695
	Iteration 48Q: 3 clusters Score -726161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -726160.437500 Penalty: 4482.262695
	Iteration 49Q: 3 clusters Score -726160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -726161.562500 Penalty: 4482.262695
	Iteration 50Q: 3 clusters Score -726161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -726161.937500 Penalty: 4482.262695
	Iteration 51Q: 3 clusters Score -726161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -726162.875000 Penalty: 4482.262695
	Iteration 52Q: 3 clusters Score -726162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -726163.812500 Penalty: 4482.262695
	Iteration 53Q: 3 clusters Score -726163.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -726164.875000 Penalty: 4482.262695
	Iteration 54Q: 3 clusters Score -726164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -726166.687500 Penalty: 4482.262695
	Iteration 55Q: 3 clusters Score -726166.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -726168.000000 Penalty: 4482.262695
	Iteration 56Q: 3 clusters Score -726168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -726166.375000 Penalty: 4482.262695
	Iteration 57Q: 3 clusters Score -726166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -726168.250000 Penalty: 4482.262695
	Iteration 58Q: 3 clusters Score -726168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -726168.312500 Penalty: 4482.262695
	Iteration 59Q: 3 clusters Score -726168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -726168.625000 Penalty: 4482.262695
	Iteration 60F: 3 clusters Score -726168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -726168.187500 Penalty: 4482.262695
	Iteration 61Q: 3 clusters Score -726168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -726170.062500 Penalty: 4482.262695
	Iteration 62Q: 3 clusters Score -726170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -726170.750000 Penalty: 4482.262695
	Iteration 63Q: 3 clusters Score -726170.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -726169.750000 Penalty: 4482.262695
	Iteration 64Q: 3 clusters Score -726169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -726171.125000 Penalty: 4482.262695
	Iteration 65Q: 3 clusters Score -726171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -726171.250000 Penalty: 4482.262695
	Iteration 66Q: 3 clusters Score -726171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -726172.625000 Penalty: 4482.262695
	Iteration 67Q: 3 clusters Score -726172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -726173.625000 Penalty: 4482.262695
	Iteration 68Q: 3 clusters Score -726173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -726172.062500 Penalty: 4482.262695
	Iteration 69Q: 3 clusters Score -726172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -726172.500000 Penalty: 4482.262695
	Iteration 70Q: 3 clusters Score -726172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -726172.687500 Penalty: 4482.262695
	Iteration 71Q: 3 clusters Score -726172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -726173.250000 Penalty: 4482.262695
	Iteration 72Q: 3 clusters Score -726173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -726172.625000 Penalty: 4482.262695
	Iteration 73Q: 3 clusters Score -726172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -726172.312500 Penalty: 4482.262695
	Iteration 74Q: 3 clusters Score -726172.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -726173.312500 Penalty: 4482.262695
	Iteration 75Q: 3 clusters Score -726173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -726174.687500 Penalty: 4482.262695
	Iteration 76Q: 3 clusters Score -726174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -726175.500000 Penalty: 4482.262695
	Iteration 77Q: 3 clusters Score -726175.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -726180.687500 Penalty: 4482.262695
	Iteration 78Q: 3 clusters Score -726180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -726177.125000 Penalty: 4482.262695
	Iteration 79Q: 3 clusters Score -726177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -726178.750000 Penalty: 4482.262695
	Iteration 80F: 3 clusters Score -726178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -726179.875000 Penalty: 4482.262695
	Iteration 81Q: 3 clusters Score -726179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -726179.312500 Penalty: 4482.262695
	Iteration 82Q: 3 clusters Score -726179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -726179.312500 Penalty: 4482.262695
	Iteration 83Q: 3 clusters Score -726179.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -726179.312500 Penalty: 4482.262695
	Iteration 84F: 3 clusters Score -726179.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -161281.125000 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -161281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -158633.609375 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -158633.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -159135.515625 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -159135.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -159309.546875 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -159309.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -159417.500000 Penalty: 3786.870850
	Iteration 3F: 3 clusters Score -159417.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -159498.125000 Penalty: 3786.870850
	Iteration 4Q: 3 clusters Score -159498.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -159584.156250 Penalty: 3786.870850
	Iteration 5Q: 3 clusters Score -159584.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -159658.265625 Penalty: 3786.870850
	Iteration 6Q: 3 clusters Score -159658.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -159728.515625 Penalty: 3786.870850
	Iteration 7Q: 3 clusters Score -159728.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -159792.546875 Penalty: 3786.870850
	Iteration 8Q: 3 clusters Score -159792.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -159846.437500 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -159846.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -159885.234375 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -159885.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -159915.343750 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -159915.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -159940.609375 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -159940.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -159968.953125 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -159969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -159993.781250 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -159993.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -160028.000000 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -160028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -160053.750000 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -160053.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160077.828125 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -160077.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -160103.671875 Penalty: 3786.870850
	Iteration 18Q: 3 clusters Score -160103.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -160123.250000 Penalty: 3786.870850
	Iteration 19Q: 3 clusters Score -160123.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -160144.406250 Penalty: 3786.870850
	Iteration 20F: 3 clusters Score -160144.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -160161.625000 Penalty: 3786.870850
	Iteration 21Q: 3 clusters Score -160161.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -160175.656250 Penalty: 3786.870850
	Iteration 22Q: 3 clusters Score -160175.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -160193.015625 Penalty: 3786.870850
	Iteration 23Q: 3 clusters Score -160193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -160203.687500 Penalty: 3786.870850
	Iteration 24Q: 3 clusters Score -160203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -160209.921875 Penalty: 3786.870850
	Iteration 25Q: 3 clusters Score -160209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -160216.390625 Penalty: 3786.870850
	Iteration 26Q: 3 clusters Score -160216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -160223.406250 Penalty: 3786.870850
	Iteration 27Q: 3 clusters Score -160223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -160229.468750 Penalty: 3786.870850
	Iteration 28Q: 3 clusters Score -160229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -160234.234375 Penalty: 3786.870850
	Iteration 29Q: 3 clusters Score -160234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -160237.296875 Penalty: 3786.870850
	Iteration 30Q: 3 clusters Score -160237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -160240.437500 Penalty: 3786.870850
	Iteration 31Q: 3 clusters Score -160240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -160243.343750 Penalty: 3786.870850
	Iteration 32Q: 3 clusters Score -160243.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -160248.640625 Penalty: 3786.870850
	Iteration 33Q: 3 clusters Score -160248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -160254.671875 Penalty: 3786.870850
	Iteration 34Q: 3 clusters Score -160254.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -160258.609375 Penalty: 3786.870850
	Iteration 35Q: 3 clusters Score -160258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -160260.984375 Penalty: 3786.870850
	Iteration 36Q: 3 clusters Score -160261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -160262.437500 Penalty: 3786.870850
	Iteration 37Q: 3 clusters Score -160262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -160266.000000 Penalty: 3786.870850
	Iteration 38Q: 3 clusters Score -160266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -160273.328125 Penalty: 3786.870850
	Iteration 39Q: 3 clusters Score -160273.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -160279.781250 Penalty: 3786.870850
	Iteration 40F: 3 clusters Score -160279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -160283.703125 Penalty: 3786.870850
	Iteration 41Q: 3 clusters Score -160283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -160285.968750 Penalty: 3786.870850
	Iteration 42Q: 3 clusters Score -160286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -160287.390625 Penalty: 3786.870850
	Iteration 43Q: 3 clusters Score -160287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -160287.390625 Penalty: 3786.870850
	Iteration 44F: 3 clusters Score -160287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -238294.031250 Penalty: 1990.733276
	Iteration 0F: 2 clusters Score -238294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -234993.968750 Penalty: 3981.466553
	Iteration 0F: 3 clusters Score -234994 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -235716.250000 Penalty: 3981.466553
	Iteration 1F: 3 clusters Score -235716.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -235990.296875 Penalty: 3981.466553
	Iteration 2F: 3 clusters Score -235990.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -236344.812500 Penalty: 3981.466553
	Iteration 3F: 3 clusters Score -236344.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -236641.093750 Penalty: 3981.466553
	Iteration 4F: 3 clusters Score -236641.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -236926.875000 Penalty: 3981.466553
	Iteration 5F: 3 clusters Score -236926.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -237230.609375 Penalty: 3981.466553
	Iteration 6F: 3 clusters Score -237230.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -237524.953125 Penalty: 3981.466553
	Iteration 7F: 3 clusters Score -237525 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -237760.609375 Penalty: 3981.466553
	Iteration 8Q: 3 clusters Score -237760.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -237921.000000 Penalty: 3981.466553
	Iteration 9Q: 3 clusters Score -237921 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -238044.500000 Penalty: 3981.466553
	Iteration 10Q: 3 clusters Score -238044.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -238120.843750 Penalty: 3981.466553
	Iteration 11Q: 3 clusters Score -238120.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -238156.921875 Penalty: 3981.466553
	Iteration 12Q: 3 clusters Score -238156.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -238183.125000 Penalty: 3981.466553
	Iteration 13Q: 3 clusters Score -238183.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -238194.609375 Penalty: 3981.466553
	Iteration 14Q: 3 clusters Score -238194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -238198.484375 Penalty: 3981.466553
	Iteration 15Q: 3 clusters Score -238198.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -238206.890625 Penalty: 3981.466553
	Iteration 16Q: 3 clusters Score -238206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -238217.843750 Penalty: 3981.466553
	Iteration 17Q: 3 clusters Score -238217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -238223.921875 Penalty: 3981.466553
	Iteration 18Q: 3 clusters Score -238223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -238229.453125 Penalty: 3981.466553
	Iteration 19Q: 3 clusters Score -238229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -238229.875000 Penalty: 3981.466553
	Iteration 20F: 3 clusters Score -238229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -238230.656250 Penalty: 3981.466553
	Iteration 21Q: 3 clusters Score -238230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -238231.031250 Penalty: 3981.466553
	Iteration 22Q: 3 clusters Score -238231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -238232.671875 Penalty: 3981.466553
	Iteration 23Q: 3 clusters Score -238232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -238234.281250 Penalty: 3981.466553
	Iteration 24Q: 3 clusters Score -238234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -238235.906250 Penalty: 3981.466553
	Iteration 25Q: 3 clusters Score -238235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -238236.906250 Penalty: 3981.466553
	Iteration 26Q: 3 clusters Score -238236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -238237.359375 Penalty: 3981.466553
	Iteration 27Q: 3 clusters Score -238237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -238238.609375 Penalty: 3981.466553
	Iteration 28Q: 3 clusters Score -238238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -238239.234375 Penalty: 3981.466553
	Iteration 29Q: 3 clusters Score -238239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -238239.703125 Penalty: 3981.466553
	Iteration 30Q: 3 clusters Score -238239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -238240.296875 Penalty: 3981.466553
	Iteration 31Q: 3 clusters Score -238240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -238240.578125 Penalty: 3981.466553
	Iteration 32Q: 3 clusters Score -238240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -238242.718750 Penalty: 3981.466553
	Iteration 33Q: 3 clusters Score -238242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -238242.593750 Penalty: 3981.466553
	Iteration 34Q: 3 clusters Score -238242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -238244.125000 Penalty: 3981.466553
	Iteration 35Q: 3 clusters Score -238244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -238245.625000 Penalty: 3981.466553
	Iteration 36Q: 3 clusters Score -238245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -238247.625000 Penalty: 3981.466553
	Iteration 37Q: 3 clusters Score -238247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -238247.734375 Penalty: 3981.466553
	Iteration 38Q: 3 clusters Score -238247.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -238247.734375 Penalty: 3981.466553
	Iteration 39F: 3 clusters Score -238247.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Entering Unmasked Estep 
Score: -1841154.000000 Penalty: 2469.037109
	Iteration 0F: 2 clusters Score -1841154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1826328.500000 Penalty: 4938.074219
	Iteration 0F: 3 clusters Score -1826328 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1831426.625000 Penalty: 4938.074219
	Iteration 1F: 3 clusters Score -1831427 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1831850.250000 Penalty: 4938.074219
	Iteration 2F: 3 clusters Score -1831850 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1832263.125000 Penalty: 4938.074219
	Iteration 3Q: 3 clusters Score -1832263 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1832685.750000 Penalty: 4938.074219
	Iteration 4Q: 3 clusters Score -1832686 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1833146.500000 Penalty: 4938.074219
	Iteration 5Q: 3 clusters Score -1833146 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1833663.625000 Penalty: 4938.074219
	Iteration 6Q: 3 clusters Score -1833664 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1834304.875000 Penalty: 4938.074219
	Iteration 7F: 3 clusters Score -1834305 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1835060.625000 Penalty: 4938.074219
	Iteration 8F: 3 clusters Score -1835061 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1835873.125000 Penalty: 4938.074219
	Iteration 9F: 3 clusters Score -1835873 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1836735.500000 Penalty: 4938.074219
	Iteration 10Q: 3 clusters Score -1836736 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1837527.750000 Penalty: 4938.074219
	Iteration 11Q: 3 clusters Score -1837528 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1838121.000000 Penalty: 4938.074219
	Iteration 12Q: 3 clusters Score -1838121 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1838509.125000 Penalty: 4938.074219
	Iteration 13Q: 3 clusters Score -1838509 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1838777.000000 Penalty: 4938.074219
	Iteration 14Q: 3 clusters Score -1838777 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1838903.125000 Penalty: 4938.074219
	Iteration 15Q: 3 clusters Score -1838903 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1838982.500000 Penalty: 4938.074219
	Iteration 16Q: 3 clusters Score -1838982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1839043.250000 Penalty: 4938.074219
	Iteration 17Q: 3 clusters Score -1839043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1839086.750000 Penalty: 4938.074219
	Iteration 18Q: 3 clusters Score -1839087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1839116.375000 Penalty: 4938.074219
	Iteration 19Q: 3 clusters Score -1839116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1839157.750000 Penalty: 4938.074219
	Iteration 20F: 3 clusters Score -1839158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1839191.250000 Penalty: 4938.074219
	Iteration 21Q: 3 clusters Score -1839191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1839225.375000 Penalty: 4938.074219
	Iteration 22Q: 3 clusters Score -1839225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1839252.750000 Penalty: 4938.074219
	Iteration 23Q: 3 clusters Score -1839253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1839277.625000 Penalty: 4938.074219
	Iteration 24Q: 3 clusters Score -1839278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1839289.500000 Penalty: 4938.074219
	Iteration 25Q: 3 clusters Score -1839290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1839299.000000 Penalty: 4938.074219
	Iteration 26Q: 3 clusters Score -1839299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1839308.750000 Penalty: 4938.074219
	Iteration 27Q: 3 clusters Score -1839309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1839314.125000 Penalty: 4938.074219
	Iteration 28Q: 3 clusters Score -1839314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1839320.375000 Penalty: 4938.074219
	Iteration 29Q: 3 clusters Score -1839320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1839326.125000 Penalty: 4938.074219
	Iteration 30Q: 3 clusters Score -1839326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1839326.000000 Penalty: 4938.074219
	Iteration 31Q: 3 clusters Score -1839326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1839333.000000 Penalty: 4938.074219
	Iteration 32Q: 3 clusters Score -1839333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1839342.125000 Penalty: 4938.074219
	Iteration 33Q: 3 clusters Score -1839342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1839347.000000 Penalty: 4938.074219
	Iteration 34Q: 3 clusters Score -1839347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1839347.250000 Penalty: 4938.074219
	Iteration 35Q: 3 clusters Score -1839347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1839348.125000 Penalty: 4938.074219
	Iteration 36Q: 3 clusters Score -1839348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1839352.000000 Penalty: 4938.074219
	Iteration 37Q: 3 clusters Score -1839352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1839357.125000 Penalty: 4938.074219
	Iteration 38Q: 3 clusters Score -1839357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1839356.625000 Penalty: 4938.074219
	Iteration 39Q: 3 clusters Score -1839357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1839357.625000 Penalty: 4938.074219
	Iteration 40F: 3 clusters Score -1839358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Entering Unmasked Estep 
Score: -1246771.500000 Penalty: 2375.524170
	Iteration 0F: 2 clusters Score -1246772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1236139.125000 Penalty: 4751.048340
	Iteration 0F: 3 clusters Score -1236139 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1239490.625000 Penalty: 4751.048340
	Iteration 1F: 3 clusters Score -1239491 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1239929.000000 Penalty: 4751.048340
	Iteration 2F: 3 clusters Score -1239929 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1240399.500000 Penalty: 4751.048340
	Iteration 3F: 3 clusters Score -1240400 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1240921.625000 Penalty: 4751.048340
	Iteration 4F: 3 clusters Score -1240922 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1241514.375000 Penalty: 4751.048340
	Iteration 5F: 3 clusters Score -1241514 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1242164.875000 Penalty: 4751.048340
	Iteration 6F: 3 clusters Score -1242165 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1242833.250000 Penalty: 4751.048340
	Iteration 7F: 3 clusters Score -1242833 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1243371.875000 Penalty: 4751.048340
	Iteration 8Q: 3 clusters Score -1243372 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1243776.625000 Penalty: 4751.048340
	Iteration 9Q: 3 clusters Score -1243777 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1244089.500000 Penalty: 4751.048340
	Iteration 10Q: 3 clusters Score -1244090 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1244282.000000 Penalty: 4751.048340
	Iteration 11Q: 3 clusters Score -1244282 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1244441.875000 Penalty: 4751.048340
	Iteration 12Q: 3 clusters Score -1244442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1244546.250000 Penalty: 4751.048340
	Iteration 13Q: 3 clusters Score -1244546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1244633.750000 Penalty: 4751.048340
	Iteration 14Q: 3 clusters Score -1244634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1244695.500000 Penalty: 4751.048340
	Iteration 15Q: 3 clusters Score -1244696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1244738.750000 Penalty: 4751.048340
	Iteration 16Q: 3 clusters Score -1244739 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1244770.875000 Penalty: 4751.048340
	Iteration 17Q: 3 clusters Score -1244771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1244796.625000 Penalty: 4751.048340
	Iteration 18Q: 3 clusters Score -1244797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1244831.375000 Penalty: 4751.048340
	Iteration 19Q: 3 clusters Score -1244831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1244869.500000 Penalty: 4751.048340
	Iteration 20F: 3 clusters Score -1244870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1244902.750000 Penalty: 4751.048340
	Iteration 21Q: 3 clusters Score -1244903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1244939.500000 Penalty: 4751.048340
	Iteration 22Q: 3 clusters Score -1244940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1244963.500000 Penalty: 4751.048340
	Iteration 23Q: 3 clusters Score -1244964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1244991.500000 Penalty: 4751.048340
	Iteration 24Q: 3 clusters Score -1244992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1245030.125000 Penalty: 4751.048340
	Iteration 25Q: 3 clusters Score -1245030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1245102.750000 Penalty: 4751.048340
	Iteration 26Q: 3 clusters Score -1245103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1245229.250000 Penalty: 4751.048340
	Iteration 27Q: 3 clusters Score -1245229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1245300.750000 Penalty: 4751.048340
	Iteration 28Q: 3 clusters Score -1245301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1245340.125000 Penalty: 4751.048340
	Iteration 29Q: 3 clusters Score -1245340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1245357.875000 Penalty: 4751.048340
	Iteration 30Q: 3 clusters Score -1245358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1245373.625000 Penalty: 4751.048340
	Iteration 31Q: 3 clusters Score -1245374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1245380.875000 Penalty: 4751.048340
	Iteration 32Q: 3 clusters Score -1245381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1245389.125000 Penalty: 4751.048340
	Iteration 33Q: 3 clusters Score -1245389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1245392.750000 Penalty: 4751.048340
	Iteration 34Q: 3 clusters Score -1245393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1245396.375000 Penalty: 4751.048340
	Iteration 35Q: 3 clusters Score -1245396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1245402.125000 Penalty: 4751.048340
	Iteration 36Q: 3 clusters Score -1245402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1245402.250000 Penalty: 4751.048340
	Iteration 37Q: 3 clusters Score -1245402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1245407.500000 Penalty: 4751.048340
	Iteration 38Q: 3 clusters Score -1245408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1245412.375000 Penalty: 4751.048340
	Iteration 39Q: 3 clusters Score -1245412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1245417.000000 Penalty: 4751.048340
	Iteration 40F: 3 clusters Score -1245417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1245417.125000 Penalty: 4751.048340
	Iteration 41Q: 3 clusters Score -1245417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1245420.000000 Penalty: 4751.048340
	Iteration 42Q: 3 clusters Score -1245420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1245418.750000 Penalty: 4751.048340
	Iteration 43Q: 3 clusters Score -1245419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1245424.125000 Penalty: 4751.048340
	Iteration 44Q: 3 clusters Score -1245424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1245423.750000 Penalty: 4751.048340
	Iteration 45Q: 3 clusters Score -1245424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1245425.000000 Penalty: 4751.048340
	Iteration 46Q: 3 clusters Score -1245425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1245425.000000 Penalty: 4751.048340
	Iteration 47F: 3 clusters Score -1245425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -905631.000000 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -905631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -897720.062500 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -897720.1 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -900065.375000 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -900065.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -900419.125000 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -900419.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -900689.437500 Penalty: 4585.966309
	Iteration 3F: 3 clusters Score -900689.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -900945.312500 Penalty: 4585.966309
	Iteration 4Q: 3 clusters Score -900945.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -901169.812500 Penalty: 4585.966309
	Iteration 5Q: 3 clusters Score -901169.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -901410.562500 Penalty: 4585.966309
	Iteration 6Q: 3 clusters Score -901410.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -901655.937500 Penalty: 4585.966309
	Iteration 7Q: 3 clusters Score -901655.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -901933.312500 Penalty: 4585.966309
	Iteration 8Q: 3 clusters Score -901933.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -902256.312500 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -902256.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -902579.062500 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -902579.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -902848.812500 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -902848.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -903031.687500 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -903031.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -903187.187500 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -903187.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -903307.500000 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -903307.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -903392.250000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -903392.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -903462.125000 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -903462.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -903522.687500 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -903522.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -903573.437500 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -903573.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -903613.187500 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -903613.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -903642.250000 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -903642.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -903658.125000 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -903658.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -903675.875000 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -903675.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -903690.437500 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -903690.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -903703.062500 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -903703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -903713.625000 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -903713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -903716.250000 Penalty: 4585.966309
	Iteration 26Q: 3 clusters Score -903716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -903716.250000 Penalty: 4585.966309
	Iteration 27Q: 3 clusters Score -903716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -903717.812500 Penalty: 4585.966309
	Iteration 28Q: 3 clusters Score -903717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -903718.625000 Penalty: 4585.966309
	Iteration 29Q: 3 clusters Score -903718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -903720.000000 Penalty: 4585.966309
	Iteration 30Q: 3 clusters Score -903720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -903720.812500 Penalty: 4585.966309
	Iteration 31Q: 3 clusters Score -903720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -903723.687500 Penalty: 4585.966309
	Iteration 32Q: 3 clusters Score -903723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -903724.625000 Penalty: 4585.966309
	Iteration 33Q: 3 clusters Score -903724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -903724.625000 Penalty: 4585.966309
	Iteration 34F: 3 clusters Score -903724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Entering Unmasked Estep 
Score: -1250045.375000 Penalty: 2370.375244
	Iteration 0F: 2 clusters Score -1250045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1239678.875000 Penalty: 4740.750488
	Iteration 0F: 3 clusters Score -1239679 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1242932.875000 Penalty: 4740.750488
	Iteration 1F: 3 clusters Score -1242933 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1243252.625000 Penalty: 4740.750488
	Iteration 2F: 3 clusters Score -1243253 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1243488.750000 Penalty: 4740.750488
	Iteration 3Q: 3 clusters Score -1243489 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1243691.500000 Penalty: 4740.750488
	Iteration 4Q: 3 clusters Score -1243692 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1243865.125000 Penalty: 4740.750488
	Iteration 5Q: 3 clusters Score -1243865 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1244037.000000 Penalty: 4740.750488
	Iteration 6Q: 3 clusters Score -1244037 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1244208.375000 Penalty: 4740.750488
	Iteration 7Q: 3 clusters Score -1244208 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1244397.500000 Penalty: 4740.750488
	Iteration 8Q: 3 clusters Score -1244398 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1244641.875000 Penalty: 4740.750488
	Iteration 9Q: 3 clusters Score -1244642 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1244959.125000 Penalty: 4740.750488
	Iteration 10Q: 3 clusters Score -1244959 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1245383.500000 Penalty: 4740.750488
	Iteration 11Q: 3 clusters Score -1245384 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1245909.375000 Penalty: 4740.750488
	Iteration 12F: 3 clusters Score -1245909 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1246526.250000 Penalty: 4740.750488
	Iteration 13F: 3 clusters Score -1246526 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1247029.625000 Penalty: 4740.750488
	Iteration 14Q: 3 clusters Score -1247030 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1247361.000000 Penalty: 4740.750488
	Iteration 15Q: 3 clusters Score -1247361 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1247590.625000 Penalty: 4740.750488
	Iteration 16Q: 3 clusters Score -1247591 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1247751.375000 Penalty: 4740.750488
	Iteration 17Q: 3 clusters Score -1247751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1247843.875000 Penalty: 4740.750488
	Iteration 18Q: 3 clusters Score -1247844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1247895.625000 Penalty: 4740.750488
	Iteration 19Q: 3 clusters Score -1247896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1247934.375000 Penalty: 4740.750488
	Iteration 20F: 3 clusters Score -1247934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1247955.625000 Penalty: 4740.750488
	Iteration 21Q: 3 clusters Score -1247956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1247968.000000 Penalty: 4740.750488
	Iteration 22Q: 3 clusters Score -1247968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1247973.875000 Penalty: 4740.750488
	Iteration 23Q: 3 clusters Score -1247974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1247983.000000 Penalty: 4740.750488
	Iteration 24Q: 3 clusters Score -1247983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1247982.875000 Penalty: 4740.750488
	Iteration 25Q: 3 clusters Score -1247983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1247985.875000 Penalty: 4740.750488
	Iteration 26Q: 3 clusters Score -1247986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1247987.625000 Penalty: 4740.750488
	Iteration 27Q: 3 clusters Score -1247988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1247991.875000 Penalty: 4740.750488
	Iteration 28Q: 3 clusters Score -1247992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1247992.750000 Penalty: 4740.750488
	Iteration 29Q: 3 clusters Score -1247993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1247992.750000 Penalty: 4740.750488
	Iteration 30F: 3 clusters Score -1247993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Entering Unmasked Estep 
Score: -1104728.125000 Penalty: 2349.535645
	Iteration 0F: 2 clusters Score -1104728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1095122.500000 Penalty: 4699.071289
	Iteration 0F: 3 clusters Score -1095122 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1098048.375000 Penalty: 4699.071289
	Iteration 1F: 3 clusters Score -1098048 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1098440.625000 Penalty: 4699.071289
	Iteration 2F: 3 clusters Score -1098441 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1098813.375000 Penalty: 4699.071289
	Iteration 3F: 3 clusters Score -1098813 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1099170.125000 Penalty: 4699.071289
	Iteration 4F: 3 clusters Score -1099170 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1099572.625000 Penalty: 4699.071289
	Iteration 5F: 3 clusters Score -1099573 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1100046.375000 Penalty: 4699.071289
	Iteration 6F: 3 clusters Score -1100046 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1100653.750000 Penalty: 4699.071289
	Iteration 7F: 3 clusters Score -1100654 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1101286.625000 Penalty: 4699.071289
	Iteration 8F: 3 clusters Score -1101287 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1101766.375000 Penalty: 4699.071289
	Iteration 9Q: 3 clusters Score -1101766 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1102069.625000 Penalty: 4699.071289
	Iteration 10Q: 3 clusters Score -1102070 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1102291.625000 Penalty: 4699.071289
	Iteration 11Q: 3 clusters Score -1102292 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1102445.750000 Penalty: 4699.071289
	Iteration 12Q: 3 clusters Score -1102446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1102537.875000 Penalty: 4699.071289
	Iteration 13Q: 3 clusters Score -1102538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1102598.375000 Penalty: 4699.071289
	Iteration 14Q: 3 clusters Score -1102598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1102641.250000 Penalty: 4699.071289
	Iteration 15Q: 3 clusters Score -1102641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1102672.125000 Penalty: 4699.071289
	Iteration 16Q: 3 clusters Score -1102672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1102696.500000 Penalty: 4699.071289
	Iteration 17Q: 3 clusters Score -1102696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1102719.000000 Penalty: 4699.071289
	Iteration 18Q: 3 clusters Score -1102719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1102729.750000 Penalty: 4699.071289
	Iteration 19Q: 3 clusters Score -1102730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1102740.500000 Penalty: 4699.071289
	Iteration 20F: 3 clusters Score -1102740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1102750.250000 Penalty: 4699.071289
	Iteration 21Q: 3 clusters Score -1102750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1102763.750000 Penalty: 4699.071289
	Iteration 22Q: 3 clusters Score -1102764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1102772.875000 Penalty: 4699.071289
	Iteration 23Q: 3 clusters Score -1102773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1102777.125000 Penalty: 4699.071289
	Iteration 24Q: 3 clusters Score -1102777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1102779.250000 Penalty: 4699.071289
	Iteration 25Q: 3 clusters Score -1102779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1102779.250000 Penalty: 4699.071289
	Iteration 26F: 3 clusters Score -1102779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Entering Unmasked Estep 
Score: -587014.875000 Penalty: 2204.582764
	Iteration 0F: 2 clusters Score -587014.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -581104.000000 Penalty: 4409.165527
	Iteration 0F: 3 clusters Score -581104 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -582755.687500 Penalty: 4409.165527
	Iteration 1F: 3 clusters Score -582755.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -583072.125000 Penalty: 4409.165527
	Iteration 2F: 3 clusters Score -583072.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -583324.875000 Penalty: 4409.165527
	Iteration 3F: 3 clusters Score -583324.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -583584.062500 Penalty: 4409.165527
	Iteration 4F: 3 clusters Score -583584.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -583852.812500 Penalty: 4409.165527
	Iteration 5F: 3 clusters Score -583852.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -584157.125000 Penalty: 4409.165527
	Iteration 6F: 3 clusters Score -584157.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -584413.812500 Penalty: 4409.165527
	Iteration 7Q: 3 clusters Score -584413.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -584627.125000 Penalty: 4409.165527
	Iteration 8Q: 3 clusters Score -584627.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -584797.000000 Penalty: 4409.165527
	Iteration 9Q: 3 clusters Score -584797 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -584939.500000 Penalty: 4409.165527
	Iteration 10Q: 3 clusters Score -584939.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -585036.125000 Penalty: 4409.165527
	Iteration 11Q: 3 clusters Score -585036.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -585111.687500 Penalty: 4409.165527
	Iteration 12Q: 3 clusters Score -585111.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -585176.312500 Penalty: 4409.165527
	Iteration 13Q: 3 clusters Score -585176.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -585233.375000 Penalty: 4409.165527
	Iteration 14Q: 3 clusters Score -585233.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -585273.125000 Penalty: 4409.165527
	Iteration 15Q: 3 clusters Score -585273.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -585311.625000 Penalty: 4409.165527
	Iteration 16Q: 3 clusters Score -585311.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -585341.500000 Penalty: 4409.165527
	Iteration 17Q: 3 clusters Score -585341.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -585360.500000 Penalty: 4409.165527
	Iteration 18Q: 3 clusters Score -585360.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -585373.812500 Penalty: 4409.165527
	Iteration 19Q: 3 clusters Score -585373.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -585380.750000 Penalty: 4409.165527
	Iteration 20F: 3 clusters Score -585380.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -585388.187500 Penalty: 4409.165527
	Iteration 21Q: 3 clusters Score -585388.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -585392.625000 Penalty: 4409.165527
	Iteration 22Q: 3 clusters Score -585392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -585394.000000 Penalty: 4409.165527
	Iteration 23Q: 3 clusters Score -585394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -585396.062500 Penalty: 4409.165527
	Iteration 24Q: 3 clusters Score -585396.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -585397.062500 Penalty: 4409.165527
	Iteration 25Q: 3 clusters Score -585397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -585397.562500 Penalty: 4409.165527
	Iteration 26Q: 3 clusters Score -585397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -585399.000000 Penalty: 4409.165527
	Iteration 27Q: 3 clusters Score -585399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -585399.062500 Penalty: 4409.165527
	Iteration 28Q: 3 clusters Score -585399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -585399.062500 Penalty: 4409.165527
	Iteration 29F: 3 clusters Score -585399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -280061.062500 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -280061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -276546.843750 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -276546.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -277273.718750 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -277273.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -277456.843750 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -277456.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -277580.406250 Penalty: 4028.990479
	Iteration 3F: 3 clusters Score -277580.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -277667.062500 Penalty: 4028.990479
	Iteration 4Q: 3 clusters Score -277667.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -277731.375000 Penalty: 4028.990479
	Iteration 5Q: 3 clusters Score -277731.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -277765.906250 Penalty: 4028.990479
	Iteration 6Q: 3 clusters Score -277765.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -277798.812500 Penalty: 4028.990479
	Iteration 7Q: 3 clusters Score -277798.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -277846.125000 Penalty: 4028.990479
	Iteration 8Q: 3 clusters Score -277846.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -277887.468750 Penalty: 4028.990479
	Iteration 9Q: 3 clusters Score -277887.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -277966.531250 Penalty: 4028.990479
	Iteration 10Q: 3 clusters Score -277966.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -278111.531250 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -278111.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -278318.281250 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -278318.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -278563.781250 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -278563.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -278836.218750 Penalty: 4028.990479
	Iteration 14F: 3 clusters Score -278836.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -279244.000000 Penalty: 4028.990479
	Iteration 15F: 3 clusters Score -279244 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -279662.093750 Penalty: 4028.990479
	Iteration 16F: 3 clusters Score -279662.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -279983.250000 Penalty: 4028.990479
	Iteration 17F: 3 clusters Score -279983.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -280297.375000 Penalty: 4028.990479
	Iteration 18F: 3 clusters Score -280297.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -280544.031250 Penalty: 4028.990479
	Iteration 19Q: 3 clusters Score -280544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280762.718750 Penalty: 4028.990479
	Iteration 20F: 3 clusters Score -280762.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -280920.031250 Penalty: 4028.990479
	Iteration 21Q: 3 clusters Score -280920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -280954.093750 Penalty: 4028.990479
	Iteration 22Q: 3 clusters Score -280954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -280957.781250 Penalty: 4028.990479
	Iteration 23Q: 3 clusters Score -280957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -280958.812500 Penalty: 4028.990479
	Iteration 24Q: 3 clusters Score -280958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -280958.812500 Penalty: 4028.990479
	Iteration 25F: 3 clusters Score -280958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26369 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33304 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 2418 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
Score: -113006568.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113007168.000000 to -113006568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -259635.609375 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -259635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -256306.671875 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -256306.7 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -257008.281250 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -257008.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -257201.875000 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -257201.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -257332.296875 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -257332.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -257415.062500 Penalty: 3986.140381
	Iteration 4Q: 3 clusters Score -257415.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -257483.828125 Penalty: 3986.140381
	Iteration 5Q: 3 clusters Score -257483.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -257536.687500 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -257536.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -257563.484375 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -257563.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -257585.296875 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -257585.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -257607.968750 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -257608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -257623.921875 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -257623.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -257642.734375 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -257642.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -257664.265625 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -257664.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -257680.265625 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -257680.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -257710.890625 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -257710.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -257742.093750 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -257742.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -257768.546875 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -257768.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -257796.156250 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -257796.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -257831.578125 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -257831.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -257869.843750 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -257869.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -257901.453125 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -257901.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -257932.484375 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -257932.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -257965.890625 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -257965.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -257998.515625 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -257998.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -258029.125000 Penalty: 3986.140381
	Iteration 24Q: 3 clusters Score -258029.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -258066.218750 Penalty: 3986.140381
	Iteration 25Q: 3 clusters Score -258066.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -258084.531250 Penalty: 3986.140381
	Iteration 26Q: 3 clusters Score -258084.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -258097.359375 Penalty: 3986.140381
	Iteration 27Q: 3 clusters Score -258097.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -258115.734375 Penalty: 3986.140381
	Iteration 28Q: 3 clusters Score -258115.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -258132.265625 Penalty: 3986.140381
	Iteration 29Q: 3 clusters Score -258132.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -258149.406250 Penalty: 3986.140381
	Iteration 30Q: 3 clusters Score -258149.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -258163.531250 Penalty: 3986.140381
	Iteration 31Q: 3 clusters Score -258163.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -258172.468750 Penalty: 3986.140381
	Iteration 32Q: 3 clusters Score -258172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -258175.109375 Penalty: 3986.140381
	Iteration 33Q: 3 clusters Score -258175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -258179.984375 Penalty: 3986.140381
	Iteration 34Q: 3 clusters Score -258180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -258185.703125 Penalty: 3986.140381
	Iteration 35Q: 3 clusters Score -258185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -258189.140625 Penalty: 3986.140381
	Iteration 36Q: 3 clusters Score -258189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -258193.718750 Penalty: 3986.140381
	Iteration 37Q: 3 clusters Score -258193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -258194.421875 Penalty: 3986.140381
	Iteration 38Q: 3 clusters Score -258194.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -258194.421875 Penalty: 3986.140381
	Iteration 39F: 3 clusters Score -258194.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -70569.835938 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70569.84 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70887.789062 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70887.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70976.570312 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -70976.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71019.281250 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -71019.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71069.710938 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -71069.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71107.773438 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -71107.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71141.867188 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -71141.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71185.031250 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -71185.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71243.398438 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -71243.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71286.296875 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -71286.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71342.148438 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -71342.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71401.210938 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -71401.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71472.820312 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -71472.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71547.757812 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -71547.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71651.632812 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -71651.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71727.531250 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -71727.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71760.945312 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -71760.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -71824.929688 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -71824.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71872.054688 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -71872.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71920.734375 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -71920.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71992.289062 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -71992.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72077.914062 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -72077.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72145.929688 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -72145.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72162.570312 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -72162.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72168.609375 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -72168.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72170.492188 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -72170.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72173.304688 Penalty: 3376.187500
	Iteration 26Q: 3 clusters Score -72173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -72174.929688 Penalty: 3376.187500
	Iteration 27Q: 3 clusters Score -72174.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72177.210938 Penalty: 3376.187500
	Iteration 28Q: 3 clusters Score -72177.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72184.921875 Penalty: 3376.187500
	Iteration 29Q: 3 clusters Score -72184.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72190.148438 Penalty: 3376.187500
	Iteration 30Q: 3 clusters Score -72190.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72197.171875 Penalty: 3376.187500
	Iteration 31Q: 3 clusters Score -72197.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72197.171875 Penalty: 3376.187500
	Iteration 32F: 3 clusters Score -72197.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -566032.750000 Penalty: 2185.511230
	Iteration 0F: 2 clusters Score -566032.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -560392.312500 Penalty: 4371.022461
	Iteration 0F: 3 clusters Score -560392.3 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -561937.687500 Penalty: 4371.022461
	Iteration 1F: 3 clusters Score -561937.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -562244.062500 Penalty: 4371.022461
	Iteration 2F: 3 clusters Score -562244.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -562475.312500 Penalty: 4371.022461
	Iteration 3F: 3 clusters Score -562475.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -562625.250000 Penalty: 4371.022461
	Iteration 4Q: 3 clusters Score -562625.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -562753.250000 Penalty: 4371.022461
	Iteration 5Q: 3 clusters Score -562753.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -562864.437500 Penalty: 4371.022461
	Iteration 6Q: 3 clusters Score -562864.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -562980.875000 Penalty: 4371.022461
	Iteration 7Q: 3 clusters Score -562980.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -563079.812500 Penalty: 4371.022461
	Iteration 8Q: 3 clusters Score -563079.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -563163.875000 Penalty: 4371.022461
	Iteration 9Q: 3 clusters Score -563163.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -563228.250000 Penalty: 4371.022461
	Iteration 10Q: 3 clusters Score -563228.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -563289.812500 Penalty: 4371.022461
	Iteration 11Q: 3 clusters Score -563289.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -563355.375000 Penalty: 4371.022461
	Iteration 12Q: 3 clusters Score -563355.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -563431.000000 Penalty: 4371.022461
	Iteration 13Q: 3 clusters Score -563431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -563512.437500 Penalty: 4371.022461
	Iteration 14Q: 3 clusters Score -563512.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -563623.187500 Penalty: 4371.022461
	Iteration 15Q: 3 clusters Score -563623.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -563759.062500 Penalty: 4371.022461
	Iteration 16Q: 3 clusters Score -563759.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -563872.937500 Penalty: 4371.022461
	Iteration 17Q: 3 clusters Score -563872.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -563977.437500 Penalty: 4371.022461
	Iteration 18Q: 3 clusters Score -563977.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -564085.937500 Penalty: 4371.022461
	Iteration 19Q: 3 clusters Score -564085.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -564179.875000 Penalty: 4371.022461
	Iteration 20F: 3 clusters Score -564179.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -564243.375000 Penalty: 4371.022461
	Iteration 21Q: 3 clusters Score -564243.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -564295.312500 Penalty: 4371.022461
	Iteration 22Q: 3 clusters Score -564295.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -564332.437500 Penalty: 4371.022461
	Iteration 23Q: 3 clusters Score -564332.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -564360.562500 Penalty: 4371.022461
	Iteration 24Q: 3 clusters Score -564360.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -564380.937500 Penalty: 4371.022461
	Iteration 25Q: 3 clusters Score -564380.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -564394.062500 Penalty: 4371.022461
	Iteration 26Q: 3 clusters Score -564394.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -564404.875000 Penalty: 4371.022461
	Iteration 27Q: 3 clusters Score -564404.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -564413.500000 Penalty: 4371.022461
	Iteration 28Q: 3 clusters Score -564413.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -564418.562500 Penalty: 4371.022461
	Iteration 29Q: 3 clusters Score -564418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -564422.812500 Penalty: 4371.022461
	Iteration 30Q: 3 clusters Score -564422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -564425.750000 Penalty: 4371.022461
	Iteration 31Q: 3 clusters Score -564425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -564431.187500 Penalty: 4371.022461
	Iteration 32Q: 3 clusters Score -564431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -564436.750000 Penalty: 4371.022461
	Iteration 33Q: 3 clusters Score -564436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -564440.812500 Penalty: 4371.022461
	Iteration 34Q: 3 clusters Score -564440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -564443.125000 Penalty: 4371.022461
	Iteration 35Q: 3 clusters Score -564443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -564445.437500 Penalty: 4371.022461
	Iteration 36Q: 3 clusters Score -564445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -564446.375000 Penalty: 4371.022461
	Iteration 37Q: 3 clusters Score -564446.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -564450.250000 Penalty: 4371.022461
	Iteration 38Q: 3 clusters Score -564450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -564451.937500 Penalty: 4371.022461
	Iteration 39Q: 3 clusters Score -564451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -564451.750000 Penalty: 4371.022461
	Iteration 40F: 3 clusters Score -564451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -564454.687500 Penalty: 4371.022461
	Iteration 41Q: 3 clusters Score -564454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -564455.125000 Penalty: 4371.022461
	Iteration 42Q: 3 clusters Score -564455.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -564455.812500 Penalty: 4371.022461
	Iteration 43Q: 3 clusters Score -564455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -564455.687500 Penalty: 4371.022461
	Iteration 44Q: 3 clusters Score -564455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -564455.687500 Penalty: 4371.022461
	Iteration 45F: 3 clusters Score -564455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -262387.468750 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -262387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -259022.015625 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -259022 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -259743.078125 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -259743.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -259935.031250 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -259935 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -260034.312500 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -260034.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -260106.890625 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -260106.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -260181.671875 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -260181.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -260263.312500 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -260263.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -260340.859375 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -260340.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -260424.781250 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -260424.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -260508.156250 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -260508.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -260613.703125 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -260613.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -260708.281250 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -260708.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -260807.781250 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -260807.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -260890.781250 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -260890.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -260952.781250 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -260952.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -261016.312500 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -261016.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -261078.015625 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -261078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -261130.265625 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -261130.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -261166.015625 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -261166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -261201.406250 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -261201.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -261237.828125 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -261237.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -261272.359375 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -261272.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -261302.625000 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -261302.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -261330.796875 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -261330.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -261379.796875 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -261379.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -261421.687500 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -261421.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -261467.187500 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -261467.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -261506.125000 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -261506.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261541.046875 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -261541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -261562.796875 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -261562.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -261581.046875 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -261581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -261595.296875 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -261595.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -261607.171875 Penalty: 3995.515625
	Iteration 32Q: 3 clusters Score -261607.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -261625.312500 Penalty: 3995.515625
	Iteration 33Q: 3 clusters Score -261625.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -261642.093750 Penalty: 3995.515625
	Iteration 34Q: 3 clusters Score -261642.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -261653.015625 Penalty: 3995.515625
	Iteration 35Q: 3 clusters Score -261653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -261661.562500 Penalty: 3995.515625
	Iteration 36Q: 3 clusters Score -261661.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -261664.421875 Penalty: 3995.515625
	Iteration 37Q: 3 clusters Score -261664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261668.312500 Penalty: 3995.515625
	Iteration 38Q: 3 clusters Score -261668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261673.093750 Penalty: 3995.515625
	Iteration 39Q: 3 clusters Score -261673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -261676.906250 Penalty: 3995.515625
	Iteration 40F: 3 clusters Score -261676.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -261680.687500 Penalty: 3995.515625
	Iteration 41Q: 3 clusters Score -261680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -261684.734375 Penalty: 3995.515625
	Iteration 42Q: 3 clusters Score -261684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -261685.062500 Penalty: 3995.515625
	Iteration 43Q: 3 clusters Score -261685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261685.718750 Penalty: 3995.515625
	Iteration 44Q: 3 clusters Score -261685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -261685.718750 Penalty: 3995.515625
	Iteration 45F: 3 clusters Score -261685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10820 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26369 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33304 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007240.000000 Penalty: 136387.296875
Iteration 279Q: 40 clusters Score -1.130072e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10819 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6298 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26366 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33303 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21073 members 
Mstep: Class 30 contains 14454 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007280.000000 Penalty: 136387.296875
Iteration 280F: 40 clusters Score -1.130073e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4920 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25982 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 6302 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 26363 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33303 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14455 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7254 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 281Q: 40 clusters Score -1.130072e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4921 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 5605 members 
Mstep: Class 20 contains 28950 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 26357 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33300 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21072 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 282Q: 40 clusters Score -1.130072e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5791 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25984 members 
Mstep: Class 19 contains 5604 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 26356 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33297 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21072 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14157 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007168.000000 Penalty: 136387.296875
Iteration 283Q: 40 clusters Score -1.130072e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4923 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5791 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 5603 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 6313 members 
Mstep: Class 22 contains 329102 members 
Mstep: Class 23 contains 26352 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33296 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21073 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14158 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007184.000000 Penalty: 136387.296875
Iteration 284Q: 40 clusters Score -1.130072e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14813 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25983 members 
Mstep: Class 19 contains 5602 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6314 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 26348 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33295 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21077 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14159 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007192.000000 Penalty: 136387.296875
Iteration 285Q: 40 clusters Score -1.130072e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25985 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6319 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 26339 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33296 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21075 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14161 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007184.000000 Penalty: 136387.296875
Iteration 286Q: 40 clusters Score -1.130072e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25986 members 
Mstep: Class 19 contains 5600 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6326 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26333 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33296 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21074 members 
Mstep: Class 30 contains 14456 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14162 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007184.000000 Penalty: 136387.296875
Iteration 287Q: 40 clusters Score -1.130072e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14812 members 
Mstep: Class 7 contains 7130 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8274 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10816 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5599 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 26322 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33291 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21073 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14164 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007128.000000 Penalty: 136387.296875
Iteration 288Q: 40 clusters Score -1.130071e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7129 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16866 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6345 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 26320 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33292 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21070 members 
Mstep: Class 30 contains 14460 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14166 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 289Q: 40 clusters Score -1.130072e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7127 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28948 members 
Mstep: Class 21 contains 6351 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26317 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33290 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14460 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7255 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007152.000000 Penalty: 136387.296875
Iteration 290Q: 40 clusters Score -1.130072e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7127 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16868 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28949 members 
Mstep: Class 21 contains 6367 members 
Mstep: Class 22 contains 329110 members 
Mstep: Class 23 contains 26308 members 
Mstep: Class 24 contains 53474 members 
Mstep: Class 25 contains 33287 members 
Mstep: Class 26 contains 8407 members 
Mstep: Class 27 contains 2069 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14460 members 
Mstep: Class 31 contains 10363 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7251 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007056.000000 Penalty: 136387.296875
Iteration 291Q: 40 clusters Score -1.130071e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7126 members 
Mstep: Class 8 contains 412909 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4926 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 5791 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16869 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 6377 members 
Mstep: Class 22 contains 329111 members 
Mstep: Class 23 contains 26297 members 
Mstep: Class 24 contains 53473 members 
Mstep: Class 25 contains 33285 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 14459 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7249 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007200.000000 Penalty: 136387.296875
Iteration 292Q: 40 clusters Score -1.130072e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7125 members 
Mstep: Class 8 contains 412910 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16872 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26292 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33285 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14460 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7249 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007136.000000 Penalty: 136387.296875
Iteration 293Q: 40 clusters Score -1.130071e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7124 members 
Mstep: Class 8 contains 412911 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16872 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6383 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26288 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33284 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21056 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7249 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007144.000000 Penalty: 136387.296875
Iteration 294Q: 40 clusters Score -1.130071e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7124 members 
Mstep: Class 8 contains 412913 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16873 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6394 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26283 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33282 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21055 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7248 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 295Q: 40 clusters Score -1.130072e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101633 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7123 members 
Mstep: Class 8 contains 412914 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8267 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5792 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 25997 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 329111 members 
Mstep: Class 23 contains 26274 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33279 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21054 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7248 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007336.000000 Penalty: 136387.296875
Iteration 296Q: 40 clusters Score -1.130073e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 101633 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7117 members 
Mstep: Class 8 contains 412914 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8267 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5793 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 25998 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26264 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33278 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14467 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7247 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3091 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007256.000000 Penalty: 136387.296875
Iteration 297Q: 40 clusters Score -1.130073e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101632 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7115 members 
Mstep: Class 8 contains 412914 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8264 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5793 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 25999 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26257 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33276 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21056 members 
Mstep: Class 30 contains 14466 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6718 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 298Q: 40 clusters Score -1.130072e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7113 members 
Mstep: Class 8 contains 412915 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5794 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26250 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33274 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21056 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 299Q: 40 clusters Score -1.130072e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7113 members 
Mstep: Class 8 contains 412914 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8261 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5794 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26246 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33273 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3092 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6720 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007304.000000 Penalty: 136387.296875
Iteration 300F: 40 clusters Score -1.130073e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7110 members 
Mstep: Class 8 contains 412913 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8257 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5794 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 6467 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26241 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33273 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7244 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3093 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6720 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007288.000000 Penalty: 136387.296875
Iteration 301Q: 40 clusters Score -1.130073e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7109 members 
Mstep: Class 8 contains 412912 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4925 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5794 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28954 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26234 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33271 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3093 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6720 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007360.000000 Penalty: 136387.296875
Iteration 302Q: 40 clusters Score -1.130074e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6104 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7104 members 
Mstep: Class 8 contains 412911 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5794 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 25999 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26224 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33268 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3093 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6721 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007280.000000 Penalty: 136387.296875
Iteration 303Q: 40 clusters Score -1.130073e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7103 members 
Mstep: Class 8 contains 412911 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 25999 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6497 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26219 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33264 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7245 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3093 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6720 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007296.000000 Penalty: 136387.296875
Iteration 304Q: 40 clusters Score -1.130073e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7103 members 
Mstep: Class 8 contains 412911 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5797 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6501 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26212 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33261 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13016 members 
Mstep: Class 34 contains 7247 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3093 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6720 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007288.000000 Penalty: 136387.296875
Iteration 305Q: 40 clusters Score -1.130073e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7102 members 
Mstep: Class 8 contains 412909 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26002 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6507 members 
Mstep: Class 22 contains 329115 members 
Mstep: Class 23 contains 26203 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33260 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14466 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13018 members 
Mstep: Class 34 contains 7249 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3093 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007232.000000 Penalty: 136387.296875
Iteration 306Q: 40 clusters Score -1.130072e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16875 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 329116 members 
Mstep: Class 23 contains 26197 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33259 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14466 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13018 members 
Mstep: Class 34 contains 7249 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3093 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007256.000000 Penalty: 136387.296875
Iteration 307Q: 40 clusters Score -1.130073e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6524 members 
Mstep: Class 22 contains 329117 members 
Mstep: Class 23 contains 26193 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33258 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13019 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3094 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007176.000000 Penalty: 136387.296875
Iteration 308Q: 40 clusters Score -1.130072e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 5798 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16878 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26182 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33256 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13021 members 
Mstep: Class 34 contains 7243 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3094 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007240.000000 Penalty: 136387.296875
Iteration 309Q: 40 clusters Score -1.130072e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 5799 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16879 members 
Mstep: Class 18 contains 26001 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 329114 members 
Mstep: Class 23 contains 26172 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33255 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21065 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13023 members 
Mstep: Class 34 contains 7242 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3095 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 310Q: 40 clusters Score -1.130072e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 19288 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16881 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6548 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26166 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33252 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13024 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3096 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 311Q: 40 clusters Score -1.130072e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 19289 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16882 members 
Mstep: Class 18 contains 26000 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 329111 members 
Mstep: Class 23 contains 26160 members 
Mstep: Class 24 contains 53472 members 
Mstep: Class 25 contains 33250 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13024 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3097 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007264.000000 Penalty: 136387.296875
Iteration 312Q: 40 clusters Score -1.130073e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12447 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8249 members 
Mstep: Class 11 contains 19290 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16885 members 
Mstep: Class 18 contains 25999 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 329110 members 
Mstep: Class 23 contains 26156 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33251 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14465 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13024 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3098 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007272.000000 Penalty: 136387.296875
Iteration 313Q: 40 clusters Score -1.130073e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12447 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7099 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 10810 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16888 members 
Mstep: Class 18 contains 25997 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6563 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26148 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33250 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14466 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13024 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007216.000000 Penalty: 136387.296875
Iteration 314Q: 40 clusters Score -1.130072e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7097 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 4931 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26141 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33247 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14467 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13024 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6720 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007272.000000 Penalty: 136387.296875
Iteration 315Q: 40 clusters Score -1.130073e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7097 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25995 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6577 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26137 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33248 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 14465 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13024 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6721 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007248.000000 Penalty: 136387.296875
Iteration 316Q: 40 clusters Score -1.130072e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412909 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 10804 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25995 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 329110 members 
Mstep: Class 23 contains 26132 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33247 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13024 members 
Mstep: Class 34 contains 7237 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6722 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007312.000000 Penalty: 136387.296875
Iteration 317Q: 40 clusters Score -1.130073e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5800 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 329110 members 
Mstep: Class 23 contains 26126 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33245 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13027 members 
Mstep: Class 34 contains 7239 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007432.000000 Penalty: 136387.296875
Iteration 318Q: 40 clusters Score -1.130074e+08 nChanged 22
Entering ConstructFrom: 
Score: -113007432.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (59217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Entering Unmasked Estep 
Score: -5266778.000000 Penalty: 2725.263184
	Iteration 0F: 2 clusters Score -5266778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5227231.500000 Penalty: 5450.526367
	Iteration 0F: 3 clusters Score -5227232 nChanged 27333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -5242558.500000 Penalty: 5450.526367
	Iteration 1F: 3 clusters Score -5242558 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5243576.500000 Penalty: 5450.526367
	Iteration 2Q: 3 clusters Score -5243576 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -5244841.000000 Penalty: 5450.526367
	Iteration 3Q: 3 clusters Score -5244841 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -5246531.000000 Penalty: 5450.526367
	Iteration 4F: 3 clusters Score -5246531 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5248569.000000 Penalty: 5450.526367
	Iteration 5F: 3 clusters Score -5248569 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -5250778.000000 Penalty: 5450.526367
	Iteration 6F: 3 clusters Score -5250778 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -5252865.000000 Penalty: 5450.526367
	Iteration 7F: 3 clusters Score -5252865 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -5254616.500000 Penalty: 5450.526367
	Iteration 8F: 3 clusters Score -5254616 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5255882.000000 Penalty: 5450.526367
	Iteration 9Q: 3 clusters Score -5255882 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5256690.500000 Penalty: 5450.526367
	Iteration 10Q: 3 clusters Score -5256690 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5257244.500000 Penalty: 5450.526367
	Iteration 11Q: 3 clusters Score -5257244 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -5257652.000000 Penalty: 5450.526367
	Iteration 12Q: 3 clusters Score -5257652 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -5257902.000000 Penalty: 5450.526367
	Iteration 13Q: 3 clusters Score -5257902 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -5258087.500000 Penalty: 5450.526367
	Iteration 14Q: 3 clusters Score -5258088 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5258280.000000 Penalty: 5450.526367
	Iteration 15Q: 3 clusters Score -5258280 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5258457.500000 Penalty: 5450.526367
	Iteration 16Q: 3 clusters Score -5258458 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5258644.500000 Penalty: 5450.526367
	Iteration 17Q: 3 clusters Score -5258644 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5258825.000000 Penalty: 5450.526367
	Iteration 18Q: 3 clusters Score -5258825 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5259000.500000 Penalty: 5450.526367
	Iteration 19Q: 3 clusters Score -5259000 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5259212.500000 Penalty: 5450.526367
	Iteration 20F: 3 clusters Score -5259212 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -5259419.500000 Penalty: 5450.526367
	Iteration 21Q: 3 clusters Score -5259420 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -5259610.500000 Penalty: 5450.526367
	Iteration 22Q: 3 clusters Score -5259610 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -5259874.000000 Penalty: 5450.526367
	Iteration 23Q: 3 clusters Score -5259874 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -5260135.500000 Penalty: 5450.526367
	Iteration 24Q: 3 clusters Score -5260136 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -5260396.500000 Penalty: 5450.526367
	Iteration 25Q: 3 clusters Score -5260396 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -5260701.500000 Penalty: 5450.526367
	Iteration 26Q: 3 clusters Score -5260702 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -5260996.500000 Penalty: 5450.526367
	Iteration 27Q: 3 clusters Score -5260996 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -5261278.500000 Penalty: 5450.526367
	Iteration 28Q: 3 clusters Score -5261278 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5261585.500000 Penalty: 5450.526367
	Iteration 29Q: 3 clusters Score -5261586 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5261922.500000 Penalty: 5450.526367
	Iteration 30Q: 3 clusters Score -5261922 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -5262219.500000 Penalty: 5450.526367
	Iteration 31Q: 3 clusters Score -5262220 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -5262533.000000 Penalty: 5450.526367
	Iteration 32Q: 3 clusters Score -5262533 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -5262810.500000 Penalty: 5450.526367
	Iteration 33Q: 3 clusters Score -5262810 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5263038.500000 Penalty: 5450.526367
	Iteration 34Q: 3 clusters Score -5263038 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5263238.000000 Penalty: 5450.526367
	Iteration 35Q: 3 clusters Score -5263238 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5263430.500000 Penalty: 5450.526367
	Iteration 36Q: 3 clusters Score -5263430 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5263612.500000 Penalty: 5450.526367
	Iteration 37Q: 3 clusters Score -5263612 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5263782.500000 Penalty: 5450.526367
	Iteration 38Q: 3 clusters Score -5263782 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5263912.000000 Penalty: 5450.526367
	Iteration 39Q: 3 clusters Score -5263912 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5264007.000000 Penalty: 5450.526367
	Iteration 40F: 3 clusters Score -5264007 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5264101.000000 Penalty: 5450.526367
	Iteration 41Q: 3 clusters Score -5264101 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5264174.000000 Penalty: 5450.526367
	Iteration 42Q: 3 clusters Score -5264174 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5264235.000000 Penalty: 5450.526367
	Iteration 43Q: 3 clusters Score -5264235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5264286.500000 Penalty: 5450.526367
	Iteration 44Q: 3 clusters Score -5264286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5264322.000000 Penalty: 5450.526367
	Iteration 45Q: 3 clusters Score -5264322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5264354.500000 Penalty: 5450.526367
	Iteration 46Q: 3 clusters Score -5264354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5264381.000000 Penalty: 5450.526367
	Iteration 47Q: 3 clusters Score -5264381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5264412.500000 Penalty: 5450.526367
	Iteration 48Q: 3 clusters Score -5264412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5264440.000000 Penalty: 5450.526367
	Iteration 49Q: 3 clusters Score -5264440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5264451.500000 Penalty: 5450.526367
	Iteration 50Q: 3 clusters Score -5264452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5264474.500000 Penalty: 5450.526367
	Iteration 51Q: 3 clusters Score -5264474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5264481.000000 Penalty: 5450.526367
	Iteration 52Q: 3 clusters Score -5264481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5264486.000000 Penalty: 5450.526367
	Iteration 53Q: 3 clusters Score -5264486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5264506.000000 Penalty: 5450.526367
	Iteration 54Q: 3 clusters Score -5264506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5264516.000000 Penalty: 5450.526367
	Iteration 55Q: 3 clusters Score -5264516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5264531.500000 Penalty: 5450.526367
	Iteration 56Q: 3 clusters Score -5264532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5264546.500000 Penalty: 5450.526367
	Iteration 57Q: 3 clusters Score -5264546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5264564.500000 Penalty: 5450.526367
	Iteration 58Q: 3 clusters Score -5264564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5264587.500000 Penalty: 5450.526367
	Iteration 59Q: 3 clusters Score -5264588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5264584.000000 Penalty: 5450.526367
	Iteration 60F: 3 clusters Score -5264584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5264608.000000 Penalty: 5450.526367
	Iteration 61Q: 3 clusters Score -5264608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5264610.000000 Penalty: 5450.526367
	Iteration 62Q: 3 clusters Score -5264610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5264620.000000 Penalty: 5450.526367
	Iteration 63Q: 3 clusters Score -5264620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5264623.000000 Penalty: 5450.526367
	Iteration 64Q: 3 clusters Score -5264623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5264633.000000 Penalty: 5450.526367
	Iteration 65Q: 3 clusters Score -5264633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5264631.000000 Penalty: 5450.526367
	Iteration 66Q: 3 clusters Score -5264631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5264632.500000 Penalty: 5450.526367
	Iteration 67Q: 3 clusters Score -5264632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5264634.000000 Penalty: 5450.526367
	Iteration 68Q: 3 clusters Score -5264634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5264636.000000 Penalty: 5450.526367
	Iteration 69Q: 3 clusters Score -5264636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5264632.000000 Penalty: 5450.526367
	Iteration 70Q: 3 clusters Score -5264632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5264633.000000 Penalty: 5450.526367
	Iteration 71Q: 3 clusters Score -5264633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5264639.000000 Penalty: 5450.526367
	Iteration 72Q: 3 clusters Score -5264639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5264640.500000 Penalty: 5450.526367
	Iteration 73Q: 3 clusters Score -5264640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5264641.000000 Penalty: 5450.526367
	Iteration 74Q: 3 clusters Score -5264641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5264643.500000 Penalty: 5450.526367
	Iteration 75Q: 3 clusters Score -5264644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5264643.000000 Penalty: 5450.526367
	Iteration 76Q: 3 clusters Score -5264643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5264646.500000 Penalty: 5450.526367
	Iteration 77Q: 3 clusters Score -5264646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5264648.500000 Penalty: 5450.526367
	Iteration 78Q: 3 clusters Score -5264648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5264643.500000 Penalty: 5450.526367
	Iteration 79Q: 3 clusters Score -5264644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5264641.000000 Penalty: 5450.526367
	Iteration 80F: 3 clusters Score -5264641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5264645.500000 Penalty: 5450.526367
	Iteration 81Q: 3 clusters Score -5264646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5264644.500000 Penalty: 5450.526367
	Iteration 82Q: 3 clusters Score -5264644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5264644.500000 Penalty: 5450.526367
	Iteration 83Q: 3 clusters Score -5264644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5264647.500000 Penalty: 5450.526367
	Iteration 84Q: 3 clusters Score -5264648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5264647.500000 Penalty: 5450.526367
	Iteration 85F: 3 clusters Score -5264648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -452091.656250 Penalty: 2161.985107
	Iteration 0F: 2 clusters Score -452091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -446844.375000 Penalty: 4323.970215
	Iteration 0F: 3 clusters Score -446844.4 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -448311.000000 Penalty: 4323.970215
	Iteration 1F: 3 clusters Score -448311 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -448693.437500 Penalty: 4323.970215
	Iteration 2F: 3 clusters Score -448693.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -449033.750000 Penalty: 4323.970215
	Iteration 3F: 3 clusters Score -449033.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -449315.781250 Penalty: 4323.970215
	Iteration 4F: 3 clusters Score -449315.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -449522.625000 Penalty: 4323.970215
	Iteration 5F: 3 clusters Score -449522.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -449686.593750 Penalty: 4323.970215
	Iteration 6Q: 3 clusters Score -449686.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -449813.562500 Penalty: 4323.970215
	Iteration 7Q: 3 clusters Score -449813.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -449904.500000 Penalty: 4323.970215
	Iteration 8Q: 3 clusters Score -449904.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -449974.937500 Penalty: 4323.970215
	Iteration 9Q: 3 clusters Score -449974.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -450046.968750 Penalty: 4323.970215
	Iteration 10Q: 3 clusters Score -450047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -450115.812500 Penalty: 4323.970215
	Iteration 11Q: 3 clusters Score -450115.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -450185.812500 Penalty: 4323.970215
	Iteration 12Q: 3 clusters Score -450185.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -450253.781250 Penalty: 4323.970215
	Iteration 13Q: 3 clusters Score -450253.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -450308.843750 Penalty: 4323.970215
	Iteration 14Q: 3 clusters Score -450308.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -450357.812500 Penalty: 4323.970215
	Iteration 15Q: 3 clusters Score -450357.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -450405.562500 Penalty: 4323.970215
	Iteration 16Q: 3 clusters Score -450405.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -450459.218750 Penalty: 4323.970215
	Iteration 17Q: 3 clusters Score -450459.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -450503.656250 Penalty: 4323.970215
	Iteration 18Q: 3 clusters Score -450503.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -450533.750000 Penalty: 4323.970215
	Iteration 19Q: 3 clusters Score -450533.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -450557.437500 Penalty: 4323.970215
	Iteration 20F: 3 clusters Score -450557.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -450582.375000 Penalty: 4323.970215
	Iteration 21Q: 3 clusters Score -450582.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -450608.250000 Penalty: 4323.970215
	Iteration 22Q: 3 clusters Score -450608.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -450636.125000 Penalty: 4323.970215
	Iteration 23Q: 3 clusters Score -450636.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -450653.968750 Penalty: 4323.970215
	Iteration 24Q: 3 clusters Score -450654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -450672.500000 Penalty: 4323.970215
	Iteration 25Q: 3 clusters Score -450672.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -450685.718750 Penalty: 4323.970215
	Iteration 26Q: 3 clusters Score -450685.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -450700.375000 Penalty: 4323.970215
	Iteration 27Q: 3 clusters Score -450700.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -450716.125000 Penalty: 4323.970215
	Iteration 28Q: 3 clusters Score -450716.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -450729.093750 Penalty: 4323.970215
	Iteration 29Q: 3 clusters Score -450729.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -450740.968750 Penalty: 4323.970215
	Iteration 30Q: 3 clusters Score -450741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -450755.343750 Penalty: 4323.970215
	Iteration 31Q: 3 clusters Score -450755.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -450768.343750 Penalty: 4323.970215
	Iteration 32Q: 3 clusters Score -450768.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -450781.562500 Penalty: 4323.970215
	Iteration 33Q: 3 clusters Score -450781.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -450794.375000 Penalty: 4323.970215
	Iteration 34Q: 3 clusters Score -450794.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -450802.500000 Penalty: 4323.970215
	Iteration 35Q: 3 clusters Score -450802.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -450807.281250 Penalty: 4323.970215
	Iteration 36Q: 3 clusters Score -450807.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -450809.437500 Penalty: 4323.970215
	Iteration 37Q: 3 clusters Score -450809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -450815.781250 Penalty: 4323.970215
	Iteration 38Q: 3 clusters Score -450815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -450818.156250 Penalty: 4323.970215
	Iteration 39Q: 3 clusters Score -450818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -450820.218750 Penalty: 4323.970215
	Iteration 40F: 3 clusters Score -450820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -450821.218750 Penalty: 4323.970215
	Iteration 41Q: 3 clusters Score -450821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -450823.062500 Penalty: 4323.970215
	Iteration 42Q: 3 clusters Score -450823.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -450824.593750 Penalty: 4323.970215
	Iteration 43Q: 3 clusters Score -450824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -450830.031250 Penalty: 4323.970215
	Iteration 44Q: 3 clusters Score -450830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -450833.187500 Penalty: 4323.970215
	Iteration 45Q: 3 clusters Score -450833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -450835.937500 Penalty: 4323.970215
	Iteration 46Q: 3 clusters Score -450835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -450841.343750 Penalty: 4323.970215
	Iteration 47Q: 3 clusters Score -450841.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -450845.750000 Penalty: 4323.970215
	Iteration 48Q: 3 clusters Score -450845.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -450848.843750 Penalty: 4323.970215
	Iteration 49Q: 3 clusters Score -450848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -450851.875000 Penalty: 4323.970215
	Iteration 50Q: 3 clusters Score -450851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -450855.812500 Penalty: 4323.970215
	Iteration 51Q: 3 clusters Score -450855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -450859.093750 Penalty: 4323.970215
	Iteration 52Q: 3 clusters Score -450859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -450859.125000 Penalty: 4323.970215
	Iteration 53Q: 3 clusters Score -450859.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -450860.937500 Penalty: 4323.970215
	Iteration 54Q: 3 clusters Score -450860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -450861.937500 Penalty: 4323.970215
	Iteration 55Q: 3 clusters Score -450861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -450862.062500 Penalty: 4323.970215
	Iteration 56Q: 3 clusters Score -450862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -450861.687500 Penalty: 4323.970215
	Iteration 57Q: 3 clusters Score -450861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -450861.968750 Penalty: 4323.970215
	Iteration 58Q: 3 clusters Score -450862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -450862.718750 Penalty: 4323.970215
	Iteration 59Q: 3 clusters Score -450862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -450862.718750 Penalty: 4323.970215
	Iteration 60F: 3 clusters Score -450862.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Entering Unmasked Estep 
Score: -8923503.000000 Penalty: 2859.210449
	Iteration 0F: 2 clusters Score -8923503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -8855424.000000 Penalty: 5718.420898
	Iteration 0F: 3 clusters Score -8855424 nChanged 47889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -8883055.000000 Penalty: 5718.420898
	Iteration 1F: 3 clusters Score -8883055 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -8884040.000000 Penalty: 5718.420898
	Iteration 2Q: 3 clusters Score -8884040 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -8885413.000000 Penalty: 5718.420898
	Iteration 3Q: 3 clusters Score -8885413 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -8887663.000000 Penalty: 5718.420898
	Iteration 4Q: 3 clusters Score -8887663 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -8891819.000000 Penalty: 5718.420898
	Iteration 5F: 3 clusters Score -8891819 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8898651.000000 Penalty: 5718.420898
	Iteration 6F: 3 clusters Score -8898651 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -8907305.000000 Penalty: 5718.420898
	Iteration 7F: 3 clusters Score -8907305 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8914740.000000 Penalty: 5718.420898
	Iteration 8F: 3 clusters Score -8914740 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8918684.000000 Penalty: 5718.420898
	Iteration 9Q: 3 clusters Score -8918684 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100549 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8920127.000000 Penalty: 5718.420898
	Iteration 10Q: 3 clusters Score -8920127 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8920593.000000 Penalty: 5718.420898
	Iteration 11Q: 3 clusters Score -8920593 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8920786.000000 Penalty: 5718.420898
	Iteration 12Q: 3 clusters Score -8920786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8920878.000000 Penalty: 5718.420898
	Iteration 13Q: 3 clusters Score -8920878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8920939.000000 Penalty: 5718.420898
	Iteration 14Q: 3 clusters Score -8920939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8920964.000000 Penalty: 5718.420898
	Iteration 15Q: 3 clusters Score -8920964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8921002.000000 Penalty: 5718.420898
	Iteration 16Q: 3 clusters Score -8921002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8921018.000000 Penalty: 5718.420898
	Iteration 17Q: 3 clusters Score -8921018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8921026.000000 Penalty: 5718.420898
	Iteration 18Q: 3 clusters Score -8921026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8921038.000000 Penalty: 5718.420898
	Iteration 19Q: 3 clusters Score -8921038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8921031.000000 Penalty: 5718.420898
	Iteration 20F: 3 clusters Score -8921031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8921035.000000 Penalty: 5718.420898
	Iteration 21Q: 3 clusters Score -8921035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8921037.000000 Penalty: 5718.420898
	Iteration 22Q: 3 clusters Score -8921037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8921037.000000 Penalty: 5718.420898
	Iteration 23Q: 3 clusters Score -8921037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8921044.000000 Penalty: 5718.420898
	Iteration 24Q: 3 clusters Score -8921044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101333 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8921044.000000 Penalty: 5718.420898
	Iteration 25F: 3 clusters Score -8921044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Entering Unmasked Estep 
Score: -831254.812500 Penalty: 2279.987793
	Iteration 0F: 2 clusters Score -831254.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -823688.812500 Penalty: 4559.975586
	Iteration 0F: 3 clusters Score -823688.8 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -825886.937500 Penalty: 4559.975586
	Iteration 1F: 3 clusters Score -825886.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -826195.062500 Penalty: 4559.975586
	Iteration 2F: 3 clusters Score -826195.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -826428.812500 Penalty: 4559.975586
	Iteration 3F: 3 clusters Score -826428.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -826611.437500 Penalty: 4559.975586
	Iteration 4Q: 3 clusters Score -826611.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -826770.812500 Penalty: 4559.975586
	Iteration 5Q: 3 clusters Score -826770.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -826883.500000 Penalty: 4559.975586
	Iteration 6Q: 3 clusters Score -826883.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -826986.875000 Penalty: 4559.975586
	Iteration 7Q: 3 clusters Score -826986.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -827086.875000 Penalty: 4559.975586
	Iteration 8Q: 3 clusters Score -827086.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -827189.437500 Penalty: 4559.975586
	Iteration 9Q: 3 clusters Score -827189.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -827293.250000 Penalty: 4559.975586
	Iteration 10Q: 3 clusters Score -827293.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -827398.062500 Penalty: 4559.975586
	Iteration 11Q: 3 clusters Score -827398.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -827525.750000 Penalty: 4559.975586
	Iteration 12Q: 3 clusters Score -827525.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -827673.250000 Penalty: 4559.975586
	Iteration 13Q: 3 clusters Score -827673.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -827851.000000 Penalty: 4559.975586
	Iteration 14Q: 3 clusters Score -827851 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -828048.875000 Penalty: 4559.975586
	Iteration 15Q: 3 clusters Score -828048.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -828237.375000 Penalty: 4559.975586
	Iteration 16Q: 3 clusters Score -828237.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -828443.500000 Penalty: 4559.975586
	Iteration 17Q: 3 clusters Score -828443.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -828622.625000 Penalty: 4559.975586
	Iteration 18Q: 3 clusters Score -828622.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -828780.625000 Penalty: 4559.975586
	Iteration 19Q: 3 clusters Score -828780.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -828906.187500 Penalty: 4559.975586
	Iteration 20F: 3 clusters Score -828906.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -829019.062500 Penalty: 4559.975586
	Iteration 21Q: 3 clusters Score -829019.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -829117.125000 Penalty: 4559.975586
	Iteration 22Q: 3 clusters Score -829117.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -829255.812500 Penalty: 4559.975586
	Iteration 23Q: 3 clusters Score -829255.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -829403.187500 Penalty: 4559.975586
	Iteration 24Q: 3 clusters Score -829403.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -829548.250000 Penalty: 4559.975586
	Iteration 25Q: 3 clusters Score -829548.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -829679.562500 Penalty: 4559.975586
	Iteration 26Q: 3 clusters Score -829679.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -829788.062500 Penalty: 4559.975586
	Iteration 27Q: 3 clusters Score -829788.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -829884.875000 Penalty: 4559.975586
	Iteration 28Q: 3 clusters Score -829884.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -829969.687500 Penalty: 4559.975586
	Iteration 29Q: 3 clusters Score -829969.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -830062.187500 Penalty: 4559.975586
	Iteration 30Q: 3 clusters Score -830062.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -830157.937500 Penalty: 4559.975586
	Iteration 31Q: 3 clusters Score -830157.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -830271.062500 Penalty: 4559.975586
	Iteration 32Q: 3 clusters Score -830271.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -830374.187500 Penalty: 4559.975586
	Iteration 33Q: 3 clusters Score -830374.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -830442.375000 Penalty: 4559.975586
	Iteration 34Q: 3 clusters Score -830442.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -830487.062500 Penalty: 4559.975586
	Iteration 35Q: 3 clusters Score -830487.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -830510.125000 Penalty: 4559.975586
	Iteration 36Q: 3 clusters Score -830510.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -830518.687500 Penalty: 4559.975586
	Iteration 37Q: 3 clusters Score -830518.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -830524.437500 Penalty: 4559.975586
	Iteration 38Q: 3 clusters Score -830524.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -830528.562500 Penalty: 4559.975586
	Iteration 39Q: 3 clusters Score -830528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -830534.625000 Penalty: 4559.975586
	Iteration 40F: 3 clusters Score -830534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -830540.562500 Penalty: 4559.975586
	Iteration 41Q: 3 clusters Score -830540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -830539.187500 Penalty: 4559.975586
	Iteration 42Q: 3 clusters Score -830539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -830541.875000 Penalty: 4559.975586
	Iteration 43Q: 3 clusters Score -830541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -830542.437500 Penalty: 4559.975586
	Iteration 44Q: 3 clusters Score -830542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -830543.500000 Penalty: 4559.975586
	Iteration 45Q: 3 clusters Score -830543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -830543.500000 Penalty: 4559.975586
	Iteration 46F: 3 clusters Score -830543.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Entering Unmasked Estep 
Score: -1005942.937500 Penalty: 2338.490234
	Iteration 0F: 2 clusters Score -1005943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -996716.312500 Penalty: 4676.980469
	Iteration 0F: 3 clusters Score -996716.3 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -999805.250000 Penalty: 4676.980469
	Iteration 1F: 3 clusters Score -999805.2 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1000447.812500 Penalty: 4676.980469
	Iteration 2F: 3 clusters Score -1000448 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1000984.125000 Penalty: 4676.980469
	Iteration 3F: 3 clusters Score -1000984 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1001452.000000 Penalty: 4676.980469
	Iteration 4F: 3 clusters Score -1001452 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1001874.187500 Penalty: 4676.980469
	Iteration 5F: 3 clusters Score -1001874 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1002234.500000 Penalty: 4676.980469
	Iteration 6Q: 3 clusters Score -1002234 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1002510.750000 Penalty: 4676.980469
	Iteration 7Q: 3 clusters Score -1002511 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1002718.937500 Penalty: 4676.980469
	Iteration 8Q: 3 clusters Score -1002719 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1002893.500000 Penalty: 4676.980469
	Iteration 9Q: 3 clusters Score -1002894 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1003039.250000 Penalty: 4676.980469
	Iteration 10Q: 3 clusters Score -1003039 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1003143.937500 Penalty: 4676.980469
	Iteration 11Q: 3 clusters Score -1003144 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1003238.187500 Penalty: 4676.980469
	Iteration 12Q: 3 clusters Score -1003238 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1003322.625000 Penalty: 4676.980469
	Iteration 13Q: 3 clusters Score -1003323 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1003409.625000 Penalty: 4676.980469
	Iteration 14Q: 3 clusters Score -1003410 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1003494.187500 Penalty: 4676.980469
	Iteration 15Q: 3 clusters Score -1003494 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1003555.375000 Penalty: 4676.980469
	Iteration 16Q: 3 clusters Score -1003555 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1003602.562500 Penalty: 4676.980469
	Iteration 17Q: 3 clusters Score -1003603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1003644.437500 Penalty: 4676.980469
	Iteration 18Q: 3 clusters Score -1003644 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1003690.312500 Penalty: 4676.980469
	Iteration 19Q: 3 clusters Score -1003690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1003721.062500 Penalty: 4676.980469
	Iteration 20F: 3 clusters Score -1003721 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1003747.375000 Penalty: 4676.980469
	Iteration 21Q: 3 clusters Score -1003747 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1003777.875000 Penalty: 4676.980469
	Iteration 22Q: 3 clusters Score -1003778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1003812.625000 Penalty: 4676.980469
	Iteration 23Q: 3 clusters Score -1003813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1003847.812500 Penalty: 4676.980469
	Iteration 24Q: 3 clusters Score -1003848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1003878.687500 Penalty: 4676.980469
	Iteration 25Q: 3 clusters Score -1003879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1003908.250000 Penalty: 4676.980469
	Iteration 26Q: 3 clusters Score -1003908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1003942.937500 Penalty: 4676.980469
	Iteration 27Q: 3 clusters Score -1003943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1003973.312500 Penalty: 4676.980469
	Iteration 28Q: 3 clusters Score -1003973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1004001.625000 Penalty: 4676.980469
	Iteration 29Q: 3 clusters Score -1004002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1004019.687500 Penalty: 4676.980469
	Iteration 30Q: 3 clusters Score -1004020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1004044.000000 Penalty: 4676.980469
	Iteration 31Q: 3 clusters Score -1004044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1004064.625000 Penalty: 4676.980469
	Iteration 32Q: 3 clusters Score -1004065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1004084.375000 Penalty: 4676.980469
	Iteration 33Q: 3 clusters Score -1004084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1004116.250000 Penalty: 4676.980469
	Iteration 34Q: 3 clusters Score -1004116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1004144.062500 Penalty: 4676.980469
	Iteration 35Q: 3 clusters Score -1004144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1004161.687500 Penalty: 4676.980469
	Iteration 36Q: 3 clusters Score -1004162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1004183.250000 Penalty: 4676.980469
	Iteration 37Q: 3 clusters Score -1004183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1004200.125000 Penalty: 4676.980469
	Iteration 38Q: 3 clusters Score -1004200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1004213.750000 Penalty: 4676.980469
	Iteration 39Q: 3 clusters Score -1004214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1004224.687500 Penalty: 4676.980469
	Iteration 40F: 3 clusters Score -1004225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1004236.500000 Penalty: 4676.980469
	Iteration 41Q: 3 clusters Score -1004236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1004247.187500 Penalty: 4676.980469
	Iteration 42Q: 3 clusters Score -1004247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1004253.187500 Penalty: 4676.980469
	Iteration 43Q: 3 clusters Score -1004253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1004263.687500 Penalty: 4676.980469
	Iteration 44Q: 3 clusters Score -1004264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1004270.937500 Penalty: 4676.980469
	Iteration 45Q: 3 clusters Score -1004271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1004275.562500 Penalty: 4676.980469
	Iteration 46Q: 3 clusters Score -1004276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1004286.937500 Penalty: 4676.980469
	Iteration 47Q: 3 clusters Score -1004287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1004292.812500 Penalty: 4676.980469
	Iteration 48Q: 3 clusters Score -1004293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1004301.125000 Penalty: 4676.980469
	Iteration 49Q: 3 clusters Score -1004301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1004309.562500 Penalty: 4676.980469
	Iteration 50Q: 3 clusters Score -1004310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1004312.562500 Penalty: 4676.980469
	Iteration 51Q: 3 clusters Score -1004313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1004319.937500 Penalty: 4676.980469
	Iteration 52Q: 3 clusters Score -1004320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1004327.812500 Penalty: 4676.980469
	Iteration 53Q: 3 clusters Score -1004328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1004332.812500 Penalty: 4676.980469
	Iteration 54Q: 3 clusters Score -1004333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1004339.437500 Penalty: 4676.980469
	Iteration 55Q: 3 clusters Score -1004339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1004348.875000 Penalty: 4676.980469
	Iteration 56Q: 3 clusters Score -1004349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1004354.500000 Penalty: 4676.980469
	Iteration 57Q: 3 clusters Score -1004354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1004362.000000 Penalty: 4676.980469
	Iteration 58Q: 3 clusters Score -1004362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1004362.000000 Penalty: 4676.980469
	Iteration 59Q: 3 clusters Score -1004362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1004365.125000 Penalty: 4676.980469
	Iteration 60F: 3 clusters Score -1004365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1004368.312500 Penalty: 4676.980469
	Iteration 61Q: 3 clusters Score -1004368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1004370.625000 Penalty: 4676.980469
	Iteration 62Q: 3 clusters Score -1004371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1004373.562500 Penalty: 4676.980469
	Iteration 63Q: 3 clusters Score -1004374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1004376.375000 Penalty: 4676.980469
	Iteration 64Q: 3 clusters Score -1004376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1004380.125000 Penalty: 4676.980469
	Iteration 65Q: 3 clusters Score -1004380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1004380.250000 Penalty: 4676.980469
	Iteration 66Q: 3 clusters Score -1004380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1004381.000000 Penalty: 4676.980469
	Iteration 67Q: 3 clusters Score -1004381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1004383.500000 Penalty: 4676.980469
	Iteration 68Q: 3 clusters Score -1004384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1004385.250000 Penalty: 4676.980469
	Iteration 69Q: 3 clusters Score -1004385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1004384.375000 Penalty: 4676.980469
	Iteration 70Q: 3 clusters Score -1004384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1004382.437500 Penalty: 4676.980469
	Iteration 71Q: 3 clusters Score -1004382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1004386.625000 Penalty: 4676.980469
	Iteration 72Q: 3 clusters Score -1004387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1004386.500000 Penalty: 4676.980469
	Iteration 73Q: 3 clusters Score -1004386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1004386.937500 Penalty: 4676.980469
	Iteration 74Q: 3 clusters Score -1004387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1004386.187500 Penalty: 4676.980469
	Iteration 75Q: 3 clusters Score -1004386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1004388.187500 Penalty: 4676.980469
	Iteration 76Q: 3 clusters Score -1004388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1004387.875000 Penalty: 4676.980469
	Iteration 77Q: 3 clusters Score -1004388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1004387.437500 Penalty: 4676.980469
	Iteration 78Q: 3 clusters Score -1004387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1004387.437500 Penalty: 4676.980469
	Iteration 79F: 3 clusters Score -1004387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Entering Unmasked Estep 
Score: -1348654.375000 Penalty: 2381.575195
	Iteration 0F: 2 clusters Score -1348654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1337944.125000 Penalty: 4763.150391
	Iteration 0F: 3 clusters Score -1337944 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1341200.750000 Penalty: 4763.150391
	Iteration 1F: 3 clusters Score -1341201 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1341532.500000 Penalty: 4763.150391
	Iteration 2F: 3 clusters Score -1341532 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1341732.250000 Penalty: 4763.150391
	Iteration 3Q: 3 clusters Score -1341732 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1341901.750000 Penalty: 4763.150391
	Iteration 4Q: 3 clusters Score -1341902 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1342037.000000 Penalty: 4763.150391
	Iteration 5Q: 3 clusters Score -1342037 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1342162.250000 Penalty: 4763.150391
	Iteration 6Q: 3 clusters Score -1342162 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1342270.000000 Penalty: 4763.150391
	Iteration 7Q: 3 clusters Score -1342270 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1342389.375000 Penalty: 4763.150391
	Iteration 8Q: 3 clusters Score -1342389 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1342538.875000 Penalty: 4763.150391
	Iteration 9Q: 3 clusters Score -1342539 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1342717.125000 Penalty: 4763.150391
	Iteration 10Q: 3 clusters Score -1342717 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1342951.125000 Penalty: 4763.150391
	Iteration 11Q: 3 clusters Score -1342951 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1343278.375000 Penalty: 4763.150391
	Iteration 12Q: 3 clusters Score -1343278 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1343731.000000 Penalty: 4763.150391
	Iteration 13Q: 3 clusters Score -1343731 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1344248.375000 Penalty: 4763.150391
	Iteration 14Q: 3 clusters Score -1344248 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1344775.875000 Penalty: 4763.150391
	Iteration 15Q: 3 clusters Score -1344776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1345312.750000 Penalty: 4763.150391
	Iteration 16Q: 3 clusters Score -1345313 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1345770.375000 Penalty: 4763.150391
	Iteration 17Q: 3 clusters Score -1345770 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1346084.500000 Penalty: 4763.150391
	Iteration 18Q: 3 clusters Score -1346084 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1346258.625000 Penalty: 4763.150391
	Iteration 19Q: 3 clusters Score -1346259 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1346361.750000 Penalty: 4763.150391
	Iteration 20F: 3 clusters Score -1346362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1346423.375000 Penalty: 4763.150391
	Iteration 21Q: 3 clusters Score -1346423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1346462.375000 Penalty: 4763.150391
	Iteration 22Q: 3 clusters Score -1346462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1346494.625000 Penalty: 4763.150391
	Iteration 23Q: 3 clusters Score -1346495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1346515.375000 Penalty: 4763.150391
	Iteration 24Q: 3 clusters Score -1346515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1346534.375000 Penalty: 4763.150391
	Iteration 25Q: 3 clusters Score -1346534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1346541.000000 Penalty: 4763.150391
	Iteration 26Q: 3 clusters Score -1346541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1346556.500000 Penalty: 4763.150391
	Iteration 27Q: 3 clusters Score -1346556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1346563.375000 Penalty: 4763.150391
	Iteration 28Q: 3 clusters Score -1346563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1346569.500000 Penalty: 4763.150391
	Iteration 29Q: 3 clusters Score -1346570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1346574.750000 Penalty: 4763.150391
	Iteration 30Q: 3 clusters Score -1346575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1346577.375000 Penalty: 4763.150391
	Iteration 31Q: 3 clusters Score -1346577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1346581.000000 Penalty: 4763.150391
	Iteration 32Q: 3 clusters Score -1346581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1346583.625000 Penalty: 4763.150391
	Iteration 33Q: 3 clusters Score -1346584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1346585.000000 Penalty: 4763.150391
	Iteration 34Q: 3 clusters Score -1346585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1346585.000000 Penalty: 4763.150391
	Iteration 35F: 3 clusters Score -1346585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Entering Unmasked Estep 
Score: -595100.562500 Penalty: 2199.087158
	Iteration 0F: 2 clusters Score -595100.6 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 3632 members 
Entering Unmasked Estep 
Score: -589291.625000 Penalty: 4398.174316
	Iteration 0F: 3 clusters Score -589291.6 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -590926.500000 Penalty: 4398.174316
	Iteration 1F: 3 clusters Score -590926.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -591253.937500 Penalty: 4398.174316
	Iteration 2F: 3 clusters Score -591253.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -591498.000000 Penalty: 4398.174316
	Iteration 3F: 3 clusters Score -591498 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -591702.625000 Penalty: 4398.174316
	Iteration 4F: 3 clusters Score -591702.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -591881.437500 Penalty: 4398.174316
	Iteration 5Q: 3 clusters Score -591881.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -592044.812500 Penalty: 4398.174316
	Iteration 6Q: 3 clusters Score -592044.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -592186.187500 Penalty: 4398.174316
	Iteration 7Q: 3 clusters Score -592186.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -592346.500000 Penalty: 4398.174316
	Iteration 8Q: 3 clusters Score -592346.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -592484.875000 Penalty: 4398.174316
	Iteration 9Q: 3 clusters Score -592484.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -592611.000000 Penalty: 4398.174316
	Iteration 10Q: 3 clusters Score -592611 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -592730.625000 Penalty: 4398.174316
	Iteration 11Q: 3 clusters Score -592730.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -592814.562500 Penalty: 4398.174316
	Iteration 12Q: 3 clusters Score -592814.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -592886.250000 Penalty: 4398.174316
	Iteration 13Q: 3 clusters Score -592886.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -592949.625000 Penalty: 4398.174316
	Iteration 14Q: 3 clusters Score -592949.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -592993.875000 Penalty: 4398.174316
	Iteration 15Q: 3 clusters Score -592993.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -593027.875000 Penalty: 4398.174316
	Iteration 16Q: 3 clusters Score -593027.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -593061.875000 Penalty: 4398.174316
	Iteration 17Q: 3 clusters Score -593061.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -593084.062500 Penalty: 4398.174316
	Iteration 18Q: 3 clusters Score -593084.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -593108.062500 Penalty: 4398.174316
	Iteration 19Q: 3 clusters Score -593108.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -593131.187500 Penalty: 4398.174316
	Iteration 20F: 3 clusters Score -593131.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -593150.437500 Penalty: 4398.174316
	Iteration 21Q: 3 clusters Score -593150.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -593166.000000 Penalty: 4398.174316
	Iteration 22Q: 3 clusters Score -593166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -593180.250000 Penalty: 4398.174316
	Iteration 23Q: 3 clusters Score -593180.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -593195.062500 Penalty: 4398.174316
	Iteration 24Q: 3 clusters Score -593195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -593206.812500 Penalty: 4398.174316
	Iteration 25Q: 3 clusters Score -593206.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -593215.250000 Penalty: 4398.174316
	Iteration 26Q: 3 clusters Score -593215.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -593224.125000 Penalty: 4398.174316
	Iteration 27Q: 3 clusters Score -593224.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -593234.062500 Penalty: 4398.174316
	Iteration 28Q: 3 clusters Score -593234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -593238.500000 Penalty: 4398.174316
	Iteration 29Q: 3 clusters Score -593238.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -593240.875000 Penalty: 4398.174316
	Iteration 30Q: 3 clusters Score -593240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -593246.250000 Penalty: 4398.174316
	Iteration 31Q: 3 clusters Score -593246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -593250.187500 Penalty: 4398.174316
	Iteration 32Q: 3 clusters Score -593250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -593250.937500 Penalty: 4398.174316
	Iteration 33Q: 3 clusters Score -593250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -593253.312500 Penalty: 4398.174316
	Iteration 34Q: 3 clusters Score -593253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -593257.250000 Penalty: 4398.174316
	Iteration 35Q: 3 clusters Score -593257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -593261.062500 Penalty: 4398.174316
	Iteration 36Q: 3 clusters Score -593261.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -593264.312500 Penalty: 4398.174316
	Iteration 37Q: 3 clusters Score -593264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -593265.750000 Penalty: 4398.174316
	Iteration 38Q: 3 clusters Score -593265.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -593268.500000 Penalty: 4398.174316
	Iteration 39Q: 3 clusters Score -593268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -593269.500000 Penalty: 4398.174316
	Iteration 40F: 3 clusters Score -593269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -593271.375000 Penalty: 4398.174316
	Iteration 41Q: 3 clusters Score -593271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -593275.437500 Penalty: 4398.174316
	Iteration 42Q: 3 clusters Score -593275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -593277.500000 Penalty: 4398.174316
	Iteration 43Q: 3 clusters Score -593277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -593281.250000 Penalty: 4398.174316
	Iteration 44Q: 3 clusters Score -593281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -593281.562500 Penalty: 4398.174316
	Iteration 45Q: 3 clusters Score -593281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -593283.000000 Penalty: 4398.174316
	Iteration 46Q: 3 clusters Score -593283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -593281.625000 Penalty: 4398.174316
	Iteration 47Q: 3 clusters Score -593281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -593281.625000 Penalty: 4398.174316
	Iteration 48F: 3 clusters Score -593281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412908 members 
Entering Unmasked Estep 
Score: -36481276.000000 Penalty: 3206.883057
	Iteration 0F: 2 clusters Score -3.648128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206606 members 
Mstep: Class 2 contains 206302 members 
Entering Unmasked Estep 
Score: -36202780.000000 Penalty: 6413.766113
	Iteration 0F: 3 clusters Score -3.620278e+07 nChanged 201288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210936 members 
Mstep: Class 2 contains 201972 members 
Entering Unmasked Estep 
Score: -36322148.000000 Penalty: 6413.766113
	Iteration 1F: 3 clusters Score -3.632215e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212392 members 
Mstep: Class 2 contains 200516 members 
Entering Unmasked Estep 
Score: -36324008.000000 Penalty: 6413.766113
	Iteration 2Q: 3 clusters Score -3.632401e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214347 members 
Mstep: Class 2 contains 198561 members 
Entering Unmasked Estep 
Score: -36327320.000000 Penalty: 6413.766113
	Iteration 3Q: 3 clusters Score -3.632732e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217108 members 
Mstep: Class 2 contains 195800 members 
Entering Unmasked Estep 
Score: -36331976.000000 Penalty: 6413.766113
	Iteration 4Q: 3 clusters Score -3.633198e+07 nChanged 17971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220865 members 
Mstep: Class 2 contains 192043 members 
Entering Unmasked Estep 
Score: -36340404.000000 Penalty: 6413.766113
	Iteration 5Q: 3 clusters Score -3.63404e+07 nChanged 22026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225777 members 
Mstep: Class 2 contains 187131 members 
Entering Unmasked Estep 
Score: -36352276.000000 Penalty: 6413.766113
	Iteration 6F: 3 clusters Score -3.635228e+07 nChanged 24806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232371 members 
Mstep: Class 2 contains 180537 members 
Entering Unmasked Estep 
Score: -36366692.000000 Penalty: 6413.766113
	Iteration 7F: 3 clusters Score -3.636669e+07 nChanged 25005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241358 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -36380664.000000 Penalty: 6413.766113
	Iteration 8F: 3 clusters Score -3.638066e+07 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252929 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -36392396.000000 Penalty: 6413.766113
	Iteration 9F: 3 clusters Score -3.63924e+07 nChanged 20939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267326 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -36403504.000000 Penalty: 6413.766113
	Iteration 10F: 3 clusters Score -3.64035e+07 nChanged 19542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284126 members 
Mstep: Class 2 contains 128782 members 
Entering Unmasked Estep 
Score: -36414272.000000 Penalty: 6413.766113
	Iteration 11Q: 3 clusters Score -3.641427e+07 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302663 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -36424920.000000 Penalty: 6413.766113
	Iteration 12Q: 3 clusters Score -3.642492e+07 nChanged 18849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321318 members 
Mstep: Class 2 contains 91590 members 
Entering Unmasked Estep 
Score: -36435572.000000 Penalty: 6413.766113
	Iteration 13Q: 3 clusters Score -3.643557e+07 nChanged 17483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338777 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -36444708.000000 Penalty: 6413.766113
	Iteration 14Q: 3 clusters Score -3.644471e+07 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354350 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -36453248.000000 Penalty: 6413.766113
	Iteration 15Q: 3 clusters Score -3.645325e+07 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367559 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -36459764.000000 Penalty: 6413.766113
	Iteration 16Q: 3 clusters Score -3.645976e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378385 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -36464996.000000 Penalty: 6413.766113
	Iteration 17Q: 3 clusters Score -3.6465e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386979 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -36468716.000000 Penalty: 6413.766113
	Iteration 18Q: 3 clusters Score -3.646872e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393487 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -36471796.000000 Penalty: 6413.766113
	Iteration 19Q: 3 clusters Score -3.64718e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398362 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -36473624.000000 Penalty: 6413.766113
	Iteration 20F: 3 clusters Score -3.647362e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401880 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -36474940.000000 Penalty: 6413.766113
	Iteration 21Q: 3 clusters Score -3.647494e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404432 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -36476140.000000 Penalty: 6413.766113
	Iteration 22Q: 3 clusters Score -3.647614e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406272 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -36476836.000000 Penalty: 6413.766113
	Iteration 23Q: 3 clusters Score -3.647684e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407572 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -36477384.000000 Penalty: 6413.766113
	Iteration 24Q: 3 clusters Score -3.647738e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408501 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -36477720.000000 Penalty: 6413.766113
	Iteration 25Q: 3 clusters Score -3.647772e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409175 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -36477860.000000 Penalty: 6413.766113
	Iteration 26Q: 3 clusters Score -3.647786e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409690 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -36478084.000000 Penalty: 6413.766113
	Iteration 27Q: 3 clusters Score -3.647808e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410056 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -36478248.000000 Penalty: 6413.766113
	Iteration 28Q: 3 clusters Score -3.647825e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410326 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -36478300.000000 Penalty: 6413.766113
	Iteration 29Q: 3 clusters Score -3.64783e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410527 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -36478336.000000 Penalty: 6413.766113
	Iteration 30Q: 3 clusters Score -3.647834e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410688 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -36478408.000000 Penalty: 6413.766113
	Iteration 31Q: 3 clusters Score -3.647841e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410807 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -36478480.000000 Penalty: 6413.766113
	Iteration 32Q: 3 clusters Score -3.647848e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410903 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -36478476.000000 Penalty: 6413.766113
	Iteration 33Q: 3 clusters Score -3.647848e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410981 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -36478484.000000 Penalty: 6413.766113
	Iteration 34Q: 3 clusters Score -3.647848e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411060 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -36478540.000000 Penalty: 6413.766113
	Iteration 35Q: 3 clusters Score -3.647854e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411115 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -36478520.000000 Penalty: 6413.766113
	Iteration 36Q: 3 clusters Score -3.647852e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411159 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -36478592.000000 Penalty: 6413.766113
	Iteration 37Q: 3 clusters Score -3.647859e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411196 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -36478580.000000 Penalty: 6413.766113
	Iteration 38Q: 3 clusters Score -3.647858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411231 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -36478608.000000 Penalty: 6413.766113
	Iteration 39Q: 3 clusters Score -3.647861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411261 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -36478612.000000 Penalty: 6413.766113
	Iteration 40F: 3 clusters Score -3.647861e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411285 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -36478592.000000 Penalty: 6413.766113
	Iteration 41Q: 3 clusters Score -3.647859e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411307 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -36478620.000000 Penalty: 6413.766113
	Iteration 42Q: 3 clusters Score -3.647862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411326 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -36478640.000000 Penalty: 6413.766113
	Iteration 43Q: 3 clusters Score -3.647864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411335 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -36478660.000000 Penalty: 6413.766113
	Iteration 44Q: 3 clusters Score -3.647866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411352 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -36478652.000000 Penalty: 6413.766113
	Iteration 45Q: 3 clusters Score -3.647865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411364 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -36478684.000000 Penalty: 6413.766113
	Iteration 46Q: 3 clusters Score -3.647868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411381 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -36478708.000000 Penalty: 6413.766113
	Iteration 47Q: 3 clusters Score -3.647871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411394 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -36478712.000000 Penalty: 6413.766113
	Iteration 48Q: 3 clusters Score -3.647871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411410 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -36478668.000000 Penalty: 6413.766113
	Iteration 49Q: 3 clusters Score -3.647867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411424 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -36478684.000000 Penalty: 6413.766113
	Iteration 50Q: 3 clusters Score -3.647868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411435 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -36478688.000000 Penalty: 6413.766113
	Iteration 51Q: 3 clusters Score -3.647869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411453 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -36478724.000000 Penalty: 6413.766113
	Iteration 52Q: 3 clusters Score -3.647872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411466 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -36478736.000000 Penalty: 6413.766113
	Iteration 53Q: 3 clusters Score -3.647874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411481 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -36478724.000000 Penalty: 6413.766113
	Iteration 54Q: 3 clusters Score -3.647872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411497 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -36478756.000000 Penalty: 6413.766113
	Iteration 55Q: 3 clusters Score -3.647876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411507 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -36478736.000000 Penalty: 6413.766113
	Iteration 56Q: 3 clusters Score -3.647874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411512 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -36478740.000000 Penalty: 6413.766113
	Iteration 57Q: 3 clusters Score -3.647874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411511 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -36478744.000000 Penalty: 6413.766113
	Iteration 58Q: 3 clusters Score -3.647874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411520 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -36478732.000000 Penalty: 6413.766113
	Iteration 59Q: 3 clusters Score -3.647873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411528 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -36478756.000000 Penalty: 6413.766113
	Iteration 60F: 3 clusters Score -3.647876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411527 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -36478760.000000 Penalty: 6413.766113
	Iteration 61Q: 3 clusters Score -3.647876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411536 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -36478780.000000 Penalty: 6413.766113
	Iteration 62Q: 3 clusters Score -3.647878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411548 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -36478764.000000 Penalty: 6413.766113
	Iteration 63Q: 3 clusters Score -3.647876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411557 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -36478752.000000 Penalty: 6413.766113
	Iteration 64Q: 3 clusters Score -3.647875e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411573 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -36478776.000000 Penalty: 6413.766113
	Iteration 65Q: 3 clusters Score -3.647878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411576 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -36478772.000000 Penalty: 6413.766113
	Iteration 66Q: 3 clusters Score -3.647877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411579 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -36478780.000000 Penalty: 6413.766113
	Iteration 67Q: 3 clusters Score -3.647878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411587 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -36478768.000000 Penalty: 6413.766113
	Iteration 68Q: 3 clusters Score -3.647877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411589 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -36478772.000000 Penalty: 6413.766113
	Iteration 69Q: 3 clusters Score -3.647877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411589 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -36478780.000000 Penalty: 6413.766113
	Iteration 70Q: 3 clusters Score -3.647878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411589 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -36478788.000000 Penalty: 6413.766113
	Iteration 71Q: 3 clusters Score -3.647879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411589 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -36478788.000000 Penalty: 6413.766113
	Iteration 72F: 3 clusters Score -3.647879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Entering Unmasked Estep 
Score: -728100.625000 Penalty: 2242.543213
	Iteration 0F: 2 clusters Score -728100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -721431.750000 Penalty: 4485.086426
	Iteration 0F: 3 clusters Score -721431.8 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -723260.625000 Penalty: 4485.086426
	Iteration 1F: 3 clusters Score -723260.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -723527.937500 Penalty: 4485.086426
	Iteration 2F: 3 clusters Score -723527.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -723717.812500 Penalty: 4485.086426
	Iteration 3F: 3 clusters Score -723717.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -723885.312500 Penalty: 4485.086426
	Iteration 4Q: 3 clusters Score -723885.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -724031.125000 Penalty: 4485.086426
	Iteration 5Q: 3 clusters Score -724031.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -724177.375000 Penalty: 4485.086426
	Iteration 6Q: 3 clusters Score -724177.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -724347.812500 Penalty: 4485.086426
	Iteration 7Q: 3 clusters Score -724347.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -724538.375000 Penalty: 4485.086426
	Iteration 8Q: 3 clusters Score -724538.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -724734.812500 Penalty: 4485.086426
	Iteration 9Q: 3 clusters Score -724734.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -724932.562500 Penalty: 4485.086426
	Iteration 10Q: 3 clusters Score -724932.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -725105.125000 Penalty: 4485.086426
	Iteration 11Q: 3 clusters Score -725105.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -725267.750000 Penalty: 4485.086426
	Iteration 12Q: 3 clusters Score -725267.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -725400.500000 Penalty: 4485.086426
	Iteration 13Q: 3 clusters Score -725400.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -725515.437500 Penalty: 4485.086426
	Iteration 14Q: 3 clusters Score -725515.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -725615.187500 Penalty: 4485.086426
	Iteration 15Q: 3 clusters Score -725615.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -725705.812500 Penalty: 4485.086426
	Iteration 16Q: 3 clusters Score -725705.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -725782.937500 Penalty: 4485.086426
	Iteration 17Q: 3 clusters Score -725782.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -725839.687500 Penalty: 4485.086426
	Iteration 18Q: 3 clusters Score -725839.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -725894.375000 Penalty: 4485.086426
	Iteration 19Q: 3 clusters Score -725894.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -725936.187500 Penalty: 4485.086426
	Iteration 20F: 3 clusters Score -725936.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -725974.812500 Penalty: 4485.086426
	Iteration 21Q: 3 clusters Score -725974.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -726005.437500 Penalty: 4485.086426
	Iteration 22Q: 3 clusters Score -726005.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -726032.000000 Penalty: 4485.086426
	Iteration 23Q: 3 clusters Score -726032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -726050.687500 Penalty: 4485.086426
	Iteration 24Q: 3 clusters Score -726050.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -726062.750000 Penalty: 4485.086426
	Iteration 25Q: 3 clusters Score -726062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -726077.437500 Penalty: 4485.086426
	Iteration 26Q: 3 clusters Score -726077.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -726092.437500 Penalty: 4485.086426
	Iteration 27Q: 3 clusters Score -726092.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -726106.687500 Penalty: 4485.086426
	Iteration 28Q: 3 clusters Score -726106.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -726119.000000 Penalty: 4485.086426
	Iteration 29Q: 3 clusters Score -726119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -726126.187500 Penalty: 4485.086426
	Iteration 30Q: 3 clusters Score -726126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -726127.187500 Penalty: 4485.086426
	Iteration 31Q: 3 clusters Score -726127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -726129.062500 Penalty: 4485.086426
	Iteration 32Q: 3 clusters Score -726129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -726129.937500 Penalty: 4485.086426
	Iteration 33Q: 3 clusters Score -726129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -726130.937500 Penalty: 4485.086426
	Iteration 34Q: 3 clusters Score -726130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -726133.312500 Penalty: 4485.086426
	Iteration 35Q: 3 clusters Score -726133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -726135.937500 Penalty: 4485.086426
	Iteration 36Q: 3 clusters Score -726135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -726138.750000 Penalty: 4485.086426
	Iteration 37Q: 3 clusters Score -726138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -726138.375000 Penalty: 4485.086426
	Iteration 38Q: 3 clusters Score -726138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -726138.750000 Penalty: 4485.086426
	Iteration 39Q: 3 clusters Score -726138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -726138.562500 Penalty: 4485.086426
	Iteration 40F: 3 clusters Score -726138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -726140.125000 Penalty: 4485.086426
	Iteration 41Q: 3 clusters Score -726140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -726140.312500 Penalty: 4485.086426
	Iteration 42Q: 3 clusters Score -726140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -726141.562500 Penalty: 4485.086426
	Iteration 43Q: 3 clusters Score -726141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -726141.562500 Penalty: 4485.086426
	Iteration 44F: 3 clusters Score -726141.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -708796.312500 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -708796.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -702272.375000 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -702272.4 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -704166.125000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -704166.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -704637.687500 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -704637.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -705112.187500 Penalty: 4473.152832
	Iteration 3F: 3 clusters Score -705112.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -705603.437500 Penalty: 4473.152832
	Iteration 4F: 3 clusters Score -705603.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -706152.000000 Penalty: 4473.152832
	Iteration 5F: 3 clusters Score -706152 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -706776.625000 Penalty: 4473.152832
	Iteration 6F: 3 clusters Score -706776.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -707310.000000 Penalty: 4473.152832
	Iteration 7F: 3 clusters Score -707310 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -707698.500000 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -707698.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -707962.812500 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -707962.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -708114.375000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -708114.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -708249.437500 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -708249.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -708414.812500 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -708414.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -708599.312500 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -708599.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -708812.562500 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -708812.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -709022.187500 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -709022.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -709172.125000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -709172.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -709274.125000 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -709274.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -709345.937500 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -709345.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -709409.812500 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -709409.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -709448.312500 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -709448.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -709470.375000 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -709470.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -709487.125000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -709487.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -709496.562500 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -709496.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -709504.125000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -709504.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -709508.500000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -709508.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -709510.312500 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -709510.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -709512.125000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -709512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -709514.125000 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -709514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -709513.375000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -709513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -709513.437500 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -709513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -709513.437500 Penalty: 4473.152832
	Iteration 31F: 3 clusters Score -709513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 4208 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4485 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26122 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33241 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 4046 members 
Entering Unmasked Estep 
Score: -113006944.000000 Penalty: 139884.406250
Splitting cluster 10 changes total score from -113007432.000000 to -113006944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -1712962.250000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -1712962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1699334.875000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -1699335 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1703739.125000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -1703739 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1704085.625000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -1704086 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1704363.625000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -1704364 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1704649.375000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -1704649 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1704996.000000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -1704996 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1705398.250000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -1705398 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1705938.625000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -1705939 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1706663.500000 Penalty: 4894.227051
	Iteration 8F: 3 clusters Score -1706664 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1707500.750000 Penalty: 4894.227051
	Iteration 9F: 3 clusters Score -1707501 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1708440.500000 Penalty: 4894.227051
	Iteration 10F: 3 clusters Score -1708440 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1709297.875000 Penalty: 4894.227051
	Iteration 11Q: 3 clusters Score -1709298 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1709881.125000 Penalty: 4894.227051
	Iteration 12Q: 3 clusters Score -1709881 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1710290.125000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -1710290 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1710501.125000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -1710501 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1710640.500000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -1710640 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1710729.875000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -1710730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1710789.500000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -1710790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1710849.875000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -1710850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1710878.125000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -1710878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1710901.500000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -1710902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1710912.875000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -1710913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1710937.625000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -1710938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1710947.625000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -1710948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1710951.875000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -1710952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1710956.750000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -1710957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1710971.875000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -1710972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1710978.500000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -1710978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1710987.500000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -1710988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1710991.625000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -1710992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1710996.000000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -1710996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1710997.750000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -1710998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1710999.000000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -1710999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1710997.875000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -1710998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1710997.875000 Penalty: 4894.227051
	Iteration 34F: 3 clusters Score -1710998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -362446.312500 Penalty: 2085.306396
	Iteration 0F: 2 clusters Score -362446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -358266.218750 Penalty: 4170.612793
	Iteration 0F: 3 clusters Score -358266.2 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -359325.625000 Penalty: 4170.612793
	Iteration 1F: 3 clusters Score -359325.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -359733.656250 Penalty: 4170.612793
	Iteration 2F: 3 clusters Score -359733.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -360061.500000 Penalty: 4170.612793
	Iteration 3F: 3 clusters Score -360061.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -360348.281250 Penalty: 4170.612793
	Iteration 4F: 3 clusters Score -360348.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -360624.281250 Penalty: 4170.612793
	Iteration 5F: 3 clusters Score -360624.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -360900.343750 Penalty: 4170.612793
	Iteration 6Q: 3 clusters Score -360900.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -361133.093750 Penalty: 4170.612793
	Iteration 7Q: 3 clusters Score -361133.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -361307.625000 Penalty: 4170.612793
	Iteration 8Q: 3 clusters Score -361307.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -361423.687500 Penalty: 4170.612793
	Iteration 9Q: 3 clusters Score -361423.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -361488.718750 Penalty: 4170.612793
	Iteration 10Q: 3 clusters Score -361488.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -361521.281250 Penalty: 4170.612793
	Iteration 11Q: 3 clusters Score -361521.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -361546.843750 Penalty: 4170.612793
	Iteration 12Q: 3 clusters Score -361546.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -361562.937500 Penalty: 4170.612793
	Iteration 13Q: 3 clusters Score -361562.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -361572.968750 Penalty: 4170.612793
	Iteration 14Q: 3 clusters Score -361573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -361581.937500 Penalty: 4170.612793
	Iteration 15Q: 3 clusters Score -361581.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -361585.875000 Penalty: 4170.612793
	Iteration 16Q: 3 clusters Score -361585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -361586.625000 Penalty: 4170.612793
	Iteration 17Q: 3 clusters Score -361586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -361587.968750 Penalty: 4170.612793
	Iteration 18Q: 3 clusters Score -361588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -361588.750000 Penalty: 4170.612793
	Iteration 19Q: 3 clusters Score -361588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -361588.312500 Penalty: 4170.612793
	Iteration 20F: 3 clusters Score -361588.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -393503.750000 Penalty: 2108.918213
	Iteration 0F: 2 clusters Score -393503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -389018.593750 Penalty: 4217.836426
	Iteration 0F: 3 clusters Score -389018.6 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -390119.062500 Penalty: 4217.836426
	Iteration 1F: 3 clusters Score -390119.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -390495.187500 Penalty: 4217.836426
	Iteration 2F: 3 clusters Score -390495.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -390768.312500 Penalty: 4217.836426
	Iteration 3F: 3 clusters Score -390768.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -391005.218750 Penalty: 4217.836426
	Iteration 4F: 3 clusters Score -391005.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -391273.437500 Penalty: 4217.836426
	Iteration 5F: 3 clusters Score -391273.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -391541.250000 Penalty: 4217.836426
	Iteration 6Q: 3 clusters Score -391541.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -391896.718750 Penalty: 4217.836426
	Iteration 7Q: 3 clusters Score -391896.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -392229.093750 Penalty: 4217.836426
	Iteration 8F: 3 clusters Score -392229.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -392464.718750 Penalty: 4217.836426
	Iteration 9Q: 3 clusters Score -392464.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -392616.781250 Penalty: 4217.836426
	Iteration 10Q: 3 clusters Score -392616.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -392689.093750 Penalty: 4217.836426
	Iteration 11Q: 3 clusters Score -392689.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -392726.968750 Penalty: 4217.836426
	Iteration 12Q: 3 clusters Score -392727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -392762.218750 Penalty: 4217.836426
	Iteration 13Q: 3 clusters Score -392762.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -392789.656250 Penalty: 4217.836426
	Iteration 14Q: 3 clusters Score -392789.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -392805.656250 Penalty: 4217.836426
	Iteration 15Q: 3 clusters Score -392805.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -392818.156250 Penalty: 4217.836426
	Iteration 16Q: 3 clusters Score -392818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -392823.968750 Penalty: 4217.836426
	Iteration 17Q: 3 clusters Score -392824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -392828.656250 Penalty: 4217.836426
	Iteration 18Q: 3 clusters Score -392828.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -392834.125000 Penalty: 4217.836426
	Iteration 19Q: 3 clusters Score -392834.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -392845.562500 Penalty: 4217.836426
	Iteration 20F: 3 clusters Score -392845.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -392859.406250 Penalty: 4217.836426
	Iteration 21Q: 3 clusters Score -392859.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -392873.343750 Penalty: 4217.836426
	Iteration 22Q: 3 clusters Score -392873.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -392884.437500 Penalty: 4217.836426
	Iteration 23Q: 3 clusters Score -392884.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -392892.125000 Penalty: 4217.836426
	Iteration 24Q: 3 clusters Score -392892.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -392901.281250 Penalty: 4217.836426
	Iteration 25Q: 3 clusters Score -392901.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -392913.500000 Penalty: 4217.836426
	Iteration 26Q: 3 clusters Score -392913.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -392921.125000 Penalty: 4217.836426
	Iteration 27Q: 3 clusters Score -392921.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -392932.375000 Penalty: 4217.836426
	Iteration 28Q: 3 clusters Score -392932.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -392942.843750 Penalty: 4217.836426
	Iteration 29Q: 3 clusters Score -392942.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -392951.375000 Penalty: 4217.836426
	Iteration 30Q: 3 clusters Score -392951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -392956.281250 Penalty: 4217.836426
	Iteration 31Q: 3 clusters Score -392956.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -392961.562500 Penalty: 4217.836426
	Iteration 32Q: 3 clusters Score -392961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -392965.312500 Penalty: 4217.836426
	Iteration 33Q: 3 clusters Score -392965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -392966.062500 Penalty: 4217.836426
	Iteration 34Q: 3 clusters Score -392966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -392966.750000 Penalty: 4217.836426
	Iteration 35Q: 3 clusters Score -392966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -392969.562500 Penalty: 4217.836426
	Iteration 36Q: 3 clusters Score -392969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -392969.468750 Penalty: 4217.836426
	Iteration 37Q: 3 clusters Score -392969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -392970.593750 Penalty: 4217.836426
	Iteration 38Q: 3 clusters Score -392970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -392970.781250 Penalty: 4217.836426
	Iteration 39Q: 3 clusters Score -392970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -392970.781250 Penalty: 4217.836426
	Iteration 40F: 3 clusters Score -392970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Entering Unmasked Estep 
Score: -918301.500000 Penalty: 2303.296875
	Iteration 0F: 2 clusters Score -918301.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -910207.250000 Penalty: 4606.593750
	Iteration 0F: 3 clusters Score -910207.2 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -912712.437500 Penalty: 4606.593750
	Iteration 1F: 3 clusters Score -912712.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -913170.437500 Penalty: 4606.593750
	Iteration 2F: 3 clusters Score -913170.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -913619.250000 Penalty: 4606.593750
	Iteration 3F: 3 clusters Score -913619.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -914141.062500 Penalty: 4606.593750
	Iteration 4F: 3 clusters Score -914141.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -914654.625000 Penalty: 4606.593750
	Iteration 5F: 3 clusters Score -914654.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -915130.625000 Penalty: 4606.593750
	Iteration 6F: 3 clusters Score -915130.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -915531.250000 Penalty: 4606.593750
	Iteration 7Q: 3 clusters Score -915531.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -915822.250000 Penalty: 4606.593750
	Iteration 8Q: 3 clusters Score -915822.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -916009.562500 Penalty: 4606.593750
	Iteration 9Q: 3 clusters Score -916009.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -916136.500000 Penalty: 4606.593750
	Iteration 10Q: 3 clusters Score -916136.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -916226.875000 Penalty: 4606.593750
	Iteration 11Q: 3 clusters Score -916226.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -916305.187500 Penalty: 4606.593750
	Iteration 12Q: 3 clusters Score -916305.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -916376.187500 Penalty: 4606.593750
	Iteration 13Q: 3 clusters Score -916376.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -916443.937500 Penalty: 4606.593750
	Iteration 14Q: 3 clusters Score -916443.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -916491.687500 Penalty: 4606.593750
	Iteration 15Q: 3 clusters Score -916491.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -916524.375000 Penalty: 4606.593750
	Iteration 16Q: 3 clusters Score -916524.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -916557.750000 Penalty: 4606.593750
	Iteration 17Q: 3 clusters Score -916557.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -916577.312500 Penalty: 4606.593750
	Iteration 18Q: 3 clusters Score -916577.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -916592.437500 Penalty: 4606.593750
	Iteration 19Q: 3 clusters Score -916592.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -916609.625000 Penalty: 4606.593750
	Iteration 20F: 3 clusters Score -916609.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -916627.812500 Penalty: 4606.593750
	Iteration 21Q: 3 clusters Score -916627.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -916638.375000 Penalty: 4606.593750
	Iteration 22Q: 3 clusters Score -916638.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -916651.875000 Penalty: 4606.593750
	Iteration 23Q: 3 clusters Score -916651.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -916660.125000 Penalty: 4606.593750
	Iteration 24Q: 3 clusters Score -916660.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -916671.937500 Penalty: 4606.593750
	Iteration 25Q: 3 clusters Score -916671.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -916684.125000 Penalty: 4606.593750
	Iteration 26Q: 3 clusters Score -916684.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -916690.000000 Penalty: 4606.593750
	Iteration 27Q: 3 clusters Score -916690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -916699.687500 Penalty: 4606.593750
	Iteration 28Q: 3 clusters Score -916699.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -916705.125000 Penalty: 4606.593750
	Iteration 29Q: 3 clusters Score -916705.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -916708.437500 Penalty: 4606.593750
	Iteration 30Q: 3 clusters Score -916708.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -916712.000000 Penalty: 4606.593750
	Iteration 31Q: 3 clusters Score -916712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -916714.687500 Penalty: 4606.593750
	Iteration 32Q: 3 clusters Score -916714.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -916716.062500 Penalty: 4606.593750
	Iteration 33Q: 3 clusters Score -916716.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -916724.562500 Penalty: 4606.593750
	Iteration 34Q: 3 clusters Score -916724.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -916727.312500 Penalty: 4606.593750
	Iteration 35Q: 3 clusters Score -916727.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -916731.875000 Penalty: 4606.593750
	Iteration 36Q: 3 clusters Score -916731.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -916733.125000 Penalty: 4606.593750
	Iteration 37Q: 3 clusters Score -916733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -916732.812500 Penalty: 4606.593750
	Iteration 38Q: 3 clusters Score -916732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -916733.437500 Penalty: 4606.593750
	Iteration 39Q: 3 clusters Score -916733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -916733.250000 Penalty: 4606.593750
	Iteration 40F: 3 clusters Score -916733.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Entering Unmasked Estep 
Score: -395592.437500 Penalty: 2149.114990
	Iteration 0F: 2 clusters Score -395592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -390584.718750 Penalty: 4298.229980
	Iteration 0F: 3 clusters Score -390584.7 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -392054.781250 Penalty: 4298.229980
	Iteration 1F: 3 clusters Score -392054.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -392531.406250 Penalty: 4298.229980
	Iteration 2F: 3 clusters Score -392531.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -393022.218750 Penalty: 4298.229980
	Iteration 3F: 3 clusters Score -393022.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -393461.781250 Penalty: 4298.229980
	Iteration 4F: 3 clusters Score -393461.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -393785.656250 Penalty: 4298.229980
	Iteration 5F: 3 clusters Score -393785.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -394016.500000 Penalty: 4298.229980
	Iteration 6F: 3 clusters Score -394016.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -394154.968750 Penalty: 4298.229980
	Iteration 7Q: 3 clusters Score -394155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -394265.218750 Penalty: 4298.229980
	Iteration 8Q: 3 clusters Score -394265.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -394363.593750 Penalty: 4298.229980
	Iteration 9Q: 3 clusters Score -394363.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -394442.156250 Penalty: 4298.229980
	Iteration 10Q: 3 clusters Score -394442.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -394506.968750 Penalty: 4298.229980
	Iteration 11Q: 3 clusters Score -394507 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -394552.250000 Penalty: 4298.229980
	Iteration 12Q: 3 clusters Score -394552.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -394589.812500 Penalty: 4298.229980
	Iteration 13Q: 3 clusters Score -394589.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -394621.593750 Penalty: 4298.229980
	Iteration 14Q: 3 clusters Score -394621.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -394647.625000 Penalty: 4298.229980
	Iteration 15Q: 3 clusters Score -394647.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -394674.281250 Penalty: 4298.229980
	Iteration 16Q: 3 clusters Score -394674.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -394695.343750 Penalty: 4298.229980
	Iteration 17Q: 3 clusters Score -394695.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -394722.406250 Penalty: 4298.229980
	Iteration 18Q: 3 clusters Score -394722.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -394750.031250 Penalty: 4298.229980
	Iteration 19Q: 3 clusters Score -394750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -394783.812500 Penalty: 4298.229980
	Iteration 20F: 3 clusters Score -394783.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -394822.312500 Penalty: 4298.229980
	Iteration 21Q: 3 clusters Score -394822.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -394859.812500 Penalty: 4298.229980
	Iteration 22Q: 3 clusters Score -394859.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -394889.687500 Penalty: 4298.229980
	Iteration 23Q: 3 clusters Score -394889.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -394923.062500 Penalty: 4298.229980
	Iteration 24Q: 3 clusters Score -394923.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -394963.781250 Penalty: 4298.229980
	Iteration 25Q: 3 clusters Score -394963.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -395006.156250 Penalty: 4298.229980
	Iteration 26Q: 3 clusters Score -395006.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -395053.250000 Penalty: 4298.229980
	Iteration 27Q: 3 clusters Score -395053.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -395096.593750 Penalty: 4298.229980
	Iteration 28Q: 3 clusters Score -395096.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -395128.125000 Penalty: 4298.229980
	Iteration 29Q: 3 clusters Score -395128.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -395153.343750 Penalty: 4298.229980
	Iteration 30Q: 3 clusters Score -395153.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -395171.718750 Penalty: 4298.229980
	Iteration 31Q: 3 clusters Score -395171.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -395184.000000 Penalty: 4298.229980
	Iteration 32Q: 3 clusters Score -395184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -395192.218750 Penalty: 4298.229980
	Iteration 33Q: 3 clusters Score -395192.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -395196.000000 Penalty: 4298.229980
	Iteration 34Q: 3 clusters Score -395196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -395198.875000 Penalty: 4298.229980
	Iteration 35Q: 3 clusters Score -395198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -395204.250000 Penalty: 4298.229980
	Iteration 36Q: 3 clusters Score -395204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -395210.218750 Penalty: 4298.229980
	Iteration 37Q: 3 clusters Score -395210.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -395216.250000 Penalty: 4298.229980
	Iteration 38Q: 3 clusters Score -395216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -395221.625000 Penalty: 4298.229980
	Iteration 39Q: 3 clusters Score -395221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -395227.625000 Penalty: 4298.229980
	Iteration 40F: 3 clusters Score -395227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -395230.875000 Penalty: 4298.229980
	Iteration 41Q: 3 clusters Score -395230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -395233.781250 Penalty: 4298.229980
	Iteration 42Q: 3 clusters Score -395233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -395235.343750 Penalty: 4298.229980
	Iteration 43Q: 3 clusters Score -395235.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -395239.093750 Penalty: 4298.229980
	Iteration 44Q: 3 clusters Score -395239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -395246.500000 Penalty: 4298.229980
	Iteration 45Q: 3 clusters Score -395246.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -395254.312500 Penalty: 4298.229980
	Iteration 46Q: 3 clusters Score -395254.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -395260.062500 Penalty: 4298.229980
	Iteration 47Q: 3 clusters Score -395260.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -395268.312500 Penalty: 4298.229980
	Iteration 48Q: 3 clusters Score -395268.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -395279.562500 Penalty: 4298.229980
	Iteration 49Q: 3 clusters Score -395279.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -395289.593750 Penalty: 4298.229980
	Iteration 50Q: 3 clusters Score -395289.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -395303.750000 Penalty: 4298.229980
	Iteration 51Q: 3 clusters Score -395303.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -395318.531250 Penalty: 4298.229980
	Iteration 52Q: 3 clusters Score -395318.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -395330.906250 Penalty: 4298.229980
	Iteration 53Q: 3 clusters Score -395330.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -395339.718750 Penalty: 4298.229980
	Iteration 54Q: 3 clusters Score -395339.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -395344.906250 Penalty: 4298.229980
	Iteration 55Q: 3 clusters Score -395344.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -395352.500000 Penalty: 4298.229980
	Iteration 56Q: 3 clusters Score -395352.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -395363.812500 Penalty: 4298.229980
	Iteration 57Q: 3 clusters Score -395363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -395369.875000 Penalty: 4298.229980
	Iteration 58Q: 3 clusters Score -395369.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -395374.468750 Penalty: 4298.229980
	Iteration 59Q: 3 clusters Score -395374.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -395382.187500 Penalty: 4298.229980
	Iteration 60F: 3 clusters Score -395382.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -395388.312500 Penalty: 4298.229980
	Iteration 61Q: 3 clusters Score -395388.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -395396.718750 Penalty: 4298.229980
	Iteration 62Q: 3 clusters Score -395396.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -395401.781250 Penalty: 4298.229980
	Iteration 63Q: 3 clusters Score -395401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -395405.687500 Penalty: 4298.229980
	Iteration 64Q: 3 clusters Score -395405.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -395410.406250 Penalty: 4298.229980
	Iteration 65Q: 3 clusters Score -395410.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -395413.687500 Penalty: 4298.229980
	Iteration 66Q: 3 clusters Score -395413.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -395415.375000 Penalty: 4298.229980
	Iteration 67Q: 3 clusters Score -395415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -395416.625000 Penalty: 4298.229980
	Iteration 68Q: 3 clusters Score -395416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -395416.843750 Penalty: 4298.229980
	Iteration 69Q: 3 clusters Score -395416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -395416.843750 Penalty: 4298.229980
	Iteration 70F: 3 clusters Score -395416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -629402.437500 Penalty: 2215.057861
	Iteration 0F: 2 clusters Score -629402.4 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 3779 members 
Entering Unmasked Estep 
Score: -623214.562500 Penalty: 4430.115723
	Iteration 0F: 3 clusters Score -623214.6 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -624863.062500 Penalty: 4430.115723
	Iteration 1F: 3 clusters Score -624863.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -625155.812500 Penalty: 4430.115723
	Iteration 2F: 3 clusters Score -625155.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -625420.437500 Penalty: 4430.115723
	Iteration 3F: 3 clusters Score -625420.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -625728.937500 Penalty: 4430.115723
	Iteration 4F: 3 clusters Score -625728.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -626060.625000 Penalty: 4430.115723
	Iteration 5F: 3 clusters Score -626060.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -626407.750000 Penalty: 4430.115723
	Iteration 6F: 3 clusters Score -626407.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -626796.062500 Penalty: 4430.115723
	Iteration 7F: 3 clusters Score -626796.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -627209.187500 Penalty: 4430.115723
	Iteration 8F: 3 clusters Score -627209.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -627643.687500 Penalty: 4430.115723
	Iteration 9F: 3 clusters Score -627643.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -628002.625000 Penalty: 4430.115723
	Iteration 10F: 3 clusters Score -628002.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -628197.500000 Penalty: 4430.115723
	Iteration 11Q: 3 clusters Score -628197.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -628304.062500 Penalty: 4430.115723
	Iteration 12Q: 3 clusters Score -628304.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -628352.375000 Penalty: 4430.115723
	Iteration 13Q: 3 clusters Score -628352.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -628376.125000 Penalty: 4430.115723
	Iteration 14Q: 3 clusters Score -628376.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -628391.937500 Penalty: 4430.115723
	Iteration 15Q: 3 clusters Score -628391.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -628404.937500 Penalty: 4430.115723
	Iteration 16Q: 3 clusters Score -628404.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -628409.812500 Penalty: 4430.115723
	Iteration 17Q: 3 clusters Score -628409.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -628412.687500 Penalty: 4430.115723
	Iteration 18Q: 3 clusters Score -628412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -628414.250000 Penalty: 4430.115723
	Iteration 19Q: 3 clusters Score -628414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -628413.312500 Penalty: 4430.115723
	Iteration 20F: 3 clusters Score -628413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -628414.187500 Penalty: 4430.115723
	Iteration 21Q: 3 clusters Score -628414.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -628413.500000 Penalty: 4430.115723
	Iteration 22Q: 3 clusters Score -628413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -628414.625000 Penalty: 4430.115723
	Iteration 23Q: 3 clusters Score -628414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -628414.625000 Penalty: 4430.115723
	Iteration 24F: 3 clusters Score -628414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Entering Unmasked Estep 
Score: -1493766.375000 Penalty: 2414.091553
	Iteration 0F: 2 clusters Score -1493766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1481662.125000 Penalty: 4828.183105
	Iteration 0F: 3 clusters Score -1481662 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1485681.750000 Penalty: 4828.183105
	Iteration 1F: 3 clusters Score -1485682 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1486080.375000 Penalty: 4828.183105
	Iteration 2F: 3 clusters Score -1486080 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1486444.500000 Penalty: 4828.183105
	Iteration 3Q: 3 clusters Score -1486444 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1486784.750000 Penalty: 4828.183105
	Iteration 4Q: 3 clusters Score -1486785 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1487139.375000 Penalty: 4828.183105
	Iteration 5Q: 3 clusters Score -1487139 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1487474.500000 Penalty: 4828.183105
	Iteration 6Q: 3 clusters Score -1487474 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1487789.000000 Penalty: 4828.183105
	Iteration 7Q: 3 clusters Score -1487789 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1488147.500000 Penalty: 4828.183105
	Iteration 8Q: 3 clusters Score -1488148 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1488496.000000 Penalty: 4828.183105
	Iteration 9Q: 3 clusters Score -1488496 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1488854.000000 Penalty: 4828.183105
	Iteration 10Q: 3 clusters Score -1488854 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1489197.125000 Penalty: 4828.183105
	Iteration 11Q: 3 clusters Score -1489197 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1489465.500000 Penalty: 4828.183105
	Iteration 12Q: 3 clusters Score -1489466 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1489639.625000 Penalty: 4828.183105
	Iteration 13Q: 3 clusters Score -1489640 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1489773.625000 Penalty: 4828.183105
	Iteration 14Q: 3 clusters Score -1489774 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1489916.250000 Penalty: 4828.183105
	Iteration 15Q: 3 clusters Score -1489916 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1490063.500000 Penalty: 4828.183105
	Iteration 16Q: 3 clusters Score -1490064 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1490194.125000 Penalty: 4828.183105
	Iteration 17Q: 3 clusters Score -1490194 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1490304.000000 Penalty: 4828.183105
	Iteration 18Q: 3 clusters Score -1490304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1490381.750000 Penalty: 4828.183105
	Iteration 19Q: 3 clusters Score -1490382 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1490463.125000 Penalty: 4828.183105
	Iteration 20F: 3 clusters Score -1490463 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1490533.375000 Penalty: 4828.183105
	Iteration 21Q: 3 clusters Score -1490533 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1490598.500000 Penalty: 4828.183105
	Iteration 22Q: 3 clusters Score -1490598 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1490659.500000 Penalty: 4828.183105
	Iteration 23Q: 3 clusters Score -1490660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1490723.500000 Penalty: 4828.183105
	Iteration 24Q: 3 clusters Score -1490724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1490784.875000 Penalty: 4828.183105
	Iteration 25Q: 3 clusters Score -1490785 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1490844.625000 Penalty: 4828.183105
	Iteration 26Q: 3 clusters Score -1490845 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1490913.375000 Penalty: 4828.183105
	Iteration 27Q: 3 clusters Score -1490913 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1490983.000000 Penalty: 4828.183105
	Iteration 28Q: 3 clusters Score -1490983 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1491047.375000 Penalty: 4828.183105
	Iteration 29Q: 3 clusters Score -1491047 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1491113.250000 Penalty: 4828.183105
	Iteration 30Q: 3 clusters Score -1491113 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1491160.250000 Penalty: 4828.183105
	Iteration 31Q: 3 clusters Score -1491160 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1491198.875000 Penalty: 4828.183105
	Iteration 32Q: 3 clusters Score -1491199 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1491226.375000 Penalty: 4828.183105
	Iteration 33Q: 3 clusters Score -1491226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1491257.625000 Penalty: 4828.183105
	Iteration 34Q: 3 clusters Score -1491258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1491276.625000 Penalty: 4828.183105
	Iteration 35Q: 3 clusters Score -1491277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1491293.500000 Penalty: 4828.183105
	Iteration 36Q: 3 clusters Score -1491294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1491308.125000 Penalty: 4828.183105
	Iteration 37Q: 3 clusters Score -1491308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1491325.125000 Penalty: 4828.183105
	Iteration 38Q: 3 clusters Score -1491325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1491346.875000 Penalty: 4828.183105
	Iteration 39Q: 3 clusters Score -1491347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1491370.000000 Penalty: 4828.183105
	Iteration 40F: 3 clusters Score -1491370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1491398.125000 Penalty: 4828.183105
	Iteration 41Q: 3 clusters Score -1491398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1491415.000000 Penalty: 4828.183105
	Iteration 42Q: 3 clusters Score -1491415 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1491435.625000 Penalty: 4828.183105
	Iteration 43Q: 3 clusters Score -1491436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1491450.250000 Penalty: 4828.183105
	Iteration 44Q: 3 clusters Score -1491450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1491464.625000 Penalty: 4828.183105
	Iteration 45Q: 3 clusters Score -1491465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1491476.125000 Penalty: 4828.183105
	Iteration 46Q: 3 clusters Score -1491476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1491486.625000 Penalty: 4828.183105
	Iteration 47Q: 3 clusters Score -1491487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1491501.750000 Penalty: 4828.183105
	Iteration 48Q: 3 clusters Score -1491502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1491517.125000 Penalty: 4828.183105
	Iteration 49Q: 3 clusters Score -1491517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1491529.375000 Penalty: 4828.183105
	Iteration 50Q: 3 clusters Score -1491529 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1491545.500000 Penalty: 4828.183105
	Iteration 51Q: 3 clusters Score -1491546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1491560.250000 Penalty: 4828.183105
	Iteration 52Q: 3 clusters Score -1491560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1491572.000000 Penalty: 4828.183105
	Iteration 53Q: 3 clusters Score -1491572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1491589.000000 Penalty: 4828.183105
	Iteration 54Q: 3 clusters Score -1491589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1491602.500000 Penalty: 4828.183105
	Iteration 55Q: 3 clusters Score -1491602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1491618.000000 Penalty: 4828.183105
	Iteration 56Q: 3 clusters Score -1491618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1491632.250000 Penalty: 4828.183105
	Iteration 57Q: 3 clusters Score -1491632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1491645.750000 Penalty: 4828.183105
	Iteration 58Q: 3 clusters Score -1491646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1491651.375000 Penalty: 4828.183105
	Iteration 59Q: 3 clusters Score -1491651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1491657.875000 Penalty: 4828.183105
	Iteration 60F: 3 clusters Score -1491658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1491664.000000 Penalty: 4828.183105
	Iteration 61Q: 3 clusters Score -1491664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1491669.000000 Penalty: 4828.183105
	Iteration 62Q: 3 clusters Score -1491669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1491672.000000 Penalty: 4828.183105
	Iteration 63Q: 3 clusters Score -1491672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1491685.375000 Penalty: 4828.183105
	Iteration 64Q: 3 clusters Score -1491685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1491686.250000 Penalty: 4828.183105
	Iteration 65Q: 3 clusters Score -1491686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1491691.875000 Penalty: 4828.183105
	Iteration 66Q: 3 clusters Score -1491692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1491697.000000 Penalty: 4828.183105
	Iteration 67Q: 3 clusters Score -1491697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1491708.000000 Penalty: 4828.183105
	Iteration 68Q: 3 clusters Score -1491708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1491708.250000 Penalty: 4828.183105
	Iteration 69Q: 3 clusters Score -1491708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1491722.000000 Penalty: 4828.183105
	Iteration 70Q: 3 clusters Score -1491722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1491724.625000 Penalty: 4828.183105
	Iteration 71Q: 3 clusters Score -1491725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1491734.125000 Penalty: 4828.183105
	Iteration 72Q: 3 clusters Score -1491734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1491739.875000 Penalty: 4828.183105
	Iteration 73Q: 3 clusters Score -1491740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1491742.750000 Penalty: 4828.183105
	Iteration 74Q: 3 clusters Score -1491743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1491748.125000 Penalty: 4828.183105
	Iteration 75Q: 3 clusters Score -1491748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1491751.875000 Penalty: 4828.183105
	Iteration 76Q: 3 clusters Score -1491752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1491758.000000 Penalty: 4828.183105
	Iteration 77Q: 3 clusters Score -1491758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1491760.875000 Penalty: 4828.183105
	Iteration 78Q: 3 clusters Score -1491761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1491765.000000 Penalty: 4828.183105
	Iteration 79Q: 3 clusters Score -1491765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1491767.750000 Penalty: 4828.183105
	Iteration 80F: 3 clusters Score -1491768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1491770.375000 Penalty: 4828.183105
	Iteration 81Q: 3 clusters Score -1491770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1491776.875000 Penalty: 4828.183105
	Iteration 82Q: 3 clusters Score -1491777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1491780.000000 Penalty: 4828.183105
	Iteration 83Q: 3 clusters Score -1491780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1491787.500000 Penalty: 4828.183105
	Iteration 84Q: 3 clusters Score -1491788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1491796.875000 Penalty: 4828.183105
	Iteration 85Q: 3 clusters Score -1491797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1491800.500000 Penalty: 4828.183105
	Iteration 86Q: 3 clusters Score -1491800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1491803.125000 Penalty: 4828.183105
	Iteration 87Q: 3 clusters Score -1491803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1491809.125000 Penalty: 4828.183105
	Iteration 88Q: 3 clusters Score -1491809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1491812.125000 Penalty: 4828.183105
	Iteration 89Q: 3 clusters Score -1491812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1491819.250000 Penalty: 4828.183105
	Iteration 90Q: 3 clusters Score -1491819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1491826.375000 Penalty: 4828.183105
	Iteration 91Q: 3 clusters Score -1491826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1491839.500000 Penalty: 4828.183105
	Iteration 92Q: 3 clusters Score -1491840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1491848.250000 Penalty: 4828.183105
	Iteration 93Q: 3 clusters Score -1491848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1491851.875000 Penalty: 4828.183105
	Iteration 94Q: 3 clusters Score -1491852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1491860.375000 Penalty: 4828.183105
	Iteration 95Q: 3 clusters Score -1491860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1491865.500000 Penalty: 4828.183105
	Iteration 96Q: 3 clusters Score -1491866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1491874.000000 Penalty: 4828.183105
	Iteration 97Q: 3 clusters Score -1491874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1491875.750000 Penalty: 4828.183105
	Iteration 98Q: 3 clusters Score -1491876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1491878.750000 Penalty: 4828.183105
	Iteration 99Q: 3 clusters Score -1491879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1491882.750000 Penalty: 4828.183105
	Iteration 100F: 3 clusters Score -1491883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1491886.375000 Penalty: 4828.183105
	Iteration 101Q: 3 clusters Score -1491886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1491896.125000 Penalty: 4828.183105
	Iteration 102Q: 3 clusters Score -1491896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1491890.625000 Penalty: 4828.183105
	Iteration 103Q: 3 clusters Score -1491891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1491895.625000 Penalty: 4828.183105
	Iteration 104Q: 3 clusters Score -1491896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1491897.625000 Penalty: 4828.183105
	Iteration 105Q: 3 clusters Score -1491898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1491900.625000 Penalty: 4828.183105
	Iteration 106Q: 3 clusters Score -1491901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1491904.375000 Penalty: 4828.183105
	Iteration 107Q: 3 clusters Score -1491904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1491907.000000 Penalty: 4828.183105
	Iteration 108Q: 3 clusters Score -1491907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1491911.125000 Penalty: 4828.183105
	Iteration 109Q: 3 clusters Score -1491911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1491913.500000 Penalty: 4828.183105
	Iteration 110Q: 3 clusters Score -1491914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1491913.625000 Penalty: 4828.183105
	Iteration 111Q: 3 clusters Score -1491914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1491915.000000 Penalty: 4828.183105
	Iteration 112Q: 3 clusters Score -1491915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1491917.500000 Penalty: 4828.183105
	Iteration 113Q: 3 clusters Score -1491918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1491917.375000 Penalty: 4828.183105
	Iteration 114Q: 3 clusters Score -1491917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1491917.125000 Penalty: 4828.183105
	Iteration 115Q: 3 clusters Score -1491917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1491917.125000 Penalty: 4828.183105
	Iteration 116F: 3 clusters Score -1491917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Entering Unmasked Estep 
Score: -2301812.750000 Penalty: 2521.073975
	Iteration 0F: 2 clusters Score -2301813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2284042.000000 Penalty: 5042.147949
	Iteration 0F: 3 clusters Score -2284042 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2290223.750000 Penalty: 5042.147949
	Iteration 1F: 3 clusters Score -2290224 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2290730.750000 Penalty: 5042.147949
	Iteration 2F: 3 clusters Score -2290731 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2291202.750000 Penalty: 5042.147949
	Iteration 3Q: 3 clusters Score -2291203 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2291750.750000 Penalty: 5042.147949
	Iteration 4Q: 3 clusters Score -2291751 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2292411.500000 Penalty: 5042.147949
	Iteration 5F: 3 clusters Score -2292412 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2293235.250000 Penalty: 5042.147949
	Iteration 6F: 3 clusters Score -2293235 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2294176.250000 Penalty: 5042.147949
	Iteration 7F: 3 clusters Score -2294176 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2295186.500000 Penalty: 5042.147949
	Iteration 8F: 3 clusters Score -2295186 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2296197.750000 Penalty: 5042.147949
	Iteration 9F: 3 clusters Score -2296198 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2297208.000000 Penalty: 5042.147949
	Iteration 10Q: 3 clusters Score -2297208 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2298055.750000 Penalty: 5042.147949
	Iteration 11Q: 3 clusters Score -2298056 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2298713.000000 Penalty: 5042.147949
	Iteration 12Q: 3 clusters Score -2298713 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2299123.750000 Penalty: 5042.147949
	Iteration 13Q: 3 clusters Score -2299124 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2299318.500000 Penalty: 5042.147949
	Iteration 14Q: 3 clusters Score -2299318 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2299420.500000 Penalty: 5042.147949
	Iteration 15Q: 3 clusters Score -2299420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2299484.000000 Penalty: 5042.147949
	Iteration 16Q: 3 clusters Score -2299484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2299532.750000 Penalty: 5042.147949
	Iteration 17Q: 3 clusters Score -2299533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2299554.750000 Penalty: 5042.147949
	Iteration 18Q: 3 clusters Score -2299555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2299575.500000 Penalty: 5042.147949
	Iteration 19Q: 3 clusters Score -2299576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2299591.500000 Penalty: 5042.147949
	Iteration 20F: 3 clusters Score -2299592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -2299605.000000 Penalty: 5042.147949
	Iteration 21Q: 3 clusters Score -2299605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2299620.750000 Penalty: 5042.147949
	Iteration 22Q: 3 clusters Score -2299621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -2299634.750000 Penalty: 5042.147949
	Iteration 23Q: 3 clusters Score -2299635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2299641.750000 Penalty: 5042.147949
	Iteration 24Q: 3 clusters Score -2299642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -2299642.750000 Penalty: 5042.147949
	Iteration 25Q: 3 clusters Score -2299643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -2299642.500000 Penalty: 5042.147949
	Iteration 26Q: 3 clusters Score -2299642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2299642.500000 Penalty: 5042.147949
	Iteration 27Q: 3 clusters Score -2299642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2299642.500000 Penalty: 5042.147949
	Iteration 28F: 3 clusters Score -2299642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -498905.625000 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -498905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -494020.687500 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -494020.7 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -495229.281250 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -495229.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -495459.500000 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -495459.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -495590.000000 Penalty: 4280.562012
	Iteration 3Q: 3 clusters Score -495590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -495701.718750 Penalty: 4280.562012
	Iteration 4Q: 3 clusters Score -495701.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -495786.125000 Penalty: 4280.562012
	Iteration 5Q: 3 clusters Score -495786.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -495862.812500 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -495862.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -495931.156250 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -495931.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -496003.343750 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -496003.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -496076.281250 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -496076.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -496144.718750 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -496144.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -496214.718750 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -496214.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -496278.250000 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -496278.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -496350.531250 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -496350.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -496418.062500 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -496418.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -496471.625000 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -496471.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -496527.718750 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -496527.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -496572.031250 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -496572 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -496618.843750 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -496618.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -496664.750000 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -496664.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -496704.843750 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -496704.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -496753.343750 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -496753.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -496797.000000 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -496797 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -496844.093750 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -496844.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -496881.625000 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -496881.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -496917.000000 Penalty: 4280.562012
	Iteration 25Q: 3 clusters Score -496917 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -496959.187500 Penalty: 4280.562012
	Iteration 26Q: 3 clusters Score -496959.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -497004.000000 Penalty: 4280.562012
	Iteration 27Q: 3 clusters Score -497004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -497056.500000 Penalty: 4280.562012
	Iteration 28Q: 3 clusters Score -497056.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -497098.562500 Penalty: 4280.562012
	Iteration 29Q: 3 clusters Score -497098.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -497129.031250 Penalty: 4280.562012
	Iteration 30Q: 3 clusters Score -497129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -497161.187500 Penalty: 4280.562012
	Iteration 31Q: 3 clusters Score -497161.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -497192.437500 Penalty: 4280.562012
	Iteration 32Q: 3 clusters Score -497192.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -497215.625000 Penalty: 4280.562012
	Iteration 33Q: 3 clusters Score -497215.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -497236.656250 Penalty: 4280.562012
	Iteration 34Q: 3 clusters Score -497236.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -497256.468750 Penalty: 4280.562012
	Iteration 35Q: 3 clusters Score -497256.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -497271.531250 Penalty: 4280.562012
	Iteration 36Q: 3 clusters Score -497271.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -497287.562500 Penalty: 4280.562012
	Iteration 37Q: 3 clusters Score -497287.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -497303.031250 Penalty: 4280.562012
	Iteration 38Q: 3 clusters Score -497303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -497316.093750 Penalty: 4280.562012
	Iteration 39Q: 3 clusters Score -497316.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -497327.718750 Penalty: 4280.562012
	Iteration 40F: 3 clusters Score -497327.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -497337.968750 Penalty: 4280.562012
	Iteration 41Q: 3 clusters Score -497338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -497346.593750 Penalty: 4280.562012
	Iteration 42Q: 3 clusters Score -497346.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -497355.875000 Penalty: 4280.562012
	Iteration 43Q: 3 clusters Score -497355.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -497363.750000 Penalty: 4280.562012
	Iteration 44Q: 3 clusters Score -497363.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -497371.437500 Penalty: 4280.562012
	Iteration 45Q: 3 clusters Score -497371.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -497375.656250 Penalty: 4280.562012
	Iteration 46Q: 3 clusters Score -497375.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -497378.843750 Penalty: 4280.562012
	Iteration 47Q: 3 clusters Score -497378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -497382.375000 Penalty: 4280.562012
	Iteration 48Q: 3 clusters Score -497382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -497384.562500 Penalty: 4280.562012
	Iteration 49Q: 3 clusters Score -497384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -497385.562500 Penalty: 4280.562012
	Iteration 50Q: 3 clusters Score -497385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -497387.000000 Penalty: 4280.562012
	Iteration 51Q: 3 clusters Score -497387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -497389.000000 Penalty: 4280.562012
	Iteration 52Q: 3 clusters Score -497389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -497389.718750 Penalty: 4280.562012
	Iteration 53Q: 3 clusters Score -497389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -497391.000000 Penalty: 4280.562012
	Iteration 54Q: 3 clusters Score -497391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -497392.750000 Penalty: 4280.562012
	Iteration 55Q: 3 clusters Score -497392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -497394.250000 Penalty: 4280.562012
	Iteration 56Q: 3 clusters Score -497394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -497396.500000 Penalty: 4280.562012
	Iteration 57Q: 3 clusters Score -497396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -497401.437500 Penalty: 4280.562012
	Iteration 58Q: 3 clusters Score -497401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -497405.406250 Penalty: 4280.562012
	Iteration 59Q: 3 clusters Score -497405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -497409.062500 Penalty: 4280.562012
	Iteration 60F: 3 clusters Score -497409.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -497411.750000 Penalty: 4280.562012
	Iteration 61Q: 3 clusters Score -497411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -497413.375000 Penalty: 4280.562012
	Iteration 62Q: 3 clusters Score -497413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -497414.406250 Penalty: 4280.562012
	Iteration 63Q: 3 clusters Score -497414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -497414.968750 Penalty: 4280.562012
	Iteration 64Q: 3 clusters Score -497415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -497414.968750 Penalty: 4280.562012
	Iteration 65F: 3 clusters Score -497415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Entering Unmasked Estep 
Score: -2493981.250000 Penalty: 2547.861816
	Iteration 0F: 2 clusters Score -2493981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2474112.250000 Penalty: 5095.723633
	Iteration 0F: 3 clusters Score -2474112 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2481251.000000 Penalty: 5095.723633
	Iteration 1F: 3 clusters Score -2481251 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2481867.500000 Penalty: 5095.723633
	Iteration 2F: 3 clusters Score -2481868 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2482559.500000 Penalty: 5095.723633
	Iteration 3F: 3 clusters Score -2482560 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2483437.250000 Penalty: 5095.723633
	Iteration 4F: 3 clusters Score -2483437 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2484546.000000 Penalty: 5095.723633
	Iteration 5F: 3 clusters Score -2484546 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2485981.500000 Penalty: 5095.723633
	Iteration 6F: 3 clusters Score -2485982 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2487585.000000 Penalty: 5095.723633
	Iteration 7F: 3 clusters Score -2487585 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2489193.500000 Penalty: 5095.723633
	Iteration 8F: 3 clusters Score -2489194 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2490369.750000 Penalty: 5095.723633
	Iteration 9F: 3 clusters Score -2490370 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2491042.000000 Penalty: 5095.723633
	Iteration 10Q: 3 clusters Score -2491042 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2491382.500000 Penalty: 5095.723633
	Iteration 11Q: 3 clusters Score -2491382 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2491605.750000 Penalty: 5095.723633
	Iteration 12Q: 3 clusters Score -2491606 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2491759.500000 Penalty: 5095.723633
	Iteration 13Q: 3 clusters Score -2491760 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2491875.750000 Penalty: 5095.723633
	Iteration 14Q: 3 clusters Score -2491876 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2491964.250000 Penalty: 5095.723633
	Iteration 15Q: 3 clusters Score -2491964 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2492029.750000 Penalty: 5095.723633
	Iteration 16Q: 3 clusters Score -2492030 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2492078.750000 Penalty: 5095.723633
	Iteration 17Q: 3 clusters Score -2492079 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2492118.250000 Penalty: 5095.723633
	Iteration 18Q: 3 clusters Score -2492118 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2492153.000000 Penalty: 5095.723633
	Iteration 19Q: 3 clusters Score -2492153 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2492174.000000 Penalty: 5095.723633
	Iteration 20F: 3 clusters Score -2492174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2492198.250000 Penalty: 5095.723633
	Iteration 21Q: 3 clusters Score -2492198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2492200.500000 Penalty: 5095.723633
	Iteration 22Q: 3 clusters Score -2492200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2492205.750000 Penalty: 5095.723633
	Iteration 23Q: 3 clusters Score -2492206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2492209.000000 Penalty: 5095.723633
	Iteration 24Q: 3 clusters Score -2492209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2492212.250000 Penalty: 5095.723633
	Iteration 25Q: 3 clusters Score -2492212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2492220.750000 Penalty: 5095.723633
	Iteration 26Q: 3 clusters Score -2492221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2492226.250000 Penalty: 5095.723633
	Iteration 27Q: 3 clusters Score -2492226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2492226.000000 Penalty: 5095.723633
	Iteration 28Q: 3 clusters Score -2492226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2492226.500000 Penalty: 5095.723633
	Iteration 29Q: 3 clusters Score -2492226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2492234.250000 Penalty: 5095.723633
	Iteration 30Q: 3 clusters Score -2492234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2492232.000000 Penalty: 5095.723633
	Iteration 31Q: 3 clusters Score -2492232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2492239.500000 Penalty: 5095.723633
	Iteration 32Q: 3 clusters Score -2492240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2492240.500000 Penalty: 5095.723633
	Iteration 33Q: 3 clusters Score -2492240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2492242.250000 Penalty: 5095.723633
	Iteration 34Q: 3 clusters Score -2492242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2492244.000000 Penalty: 5095.723633
	Iteration 35Q: 3 clusters Score -2492244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2492256.750000 Penalty: 5095.723633
	Iteration 36Q: 3 clusters Score -2492257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2492253.250000 Penalty: 5095.723633
	Iteration 37Q: 3 clusters Score -2492253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2492253.500000 Penalty: 5095.723633
	Iteration 38Q: 3 clusters Score -2492254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2492259.500000 Penalty: 5095.723633
	Iteration 39Q: 3 clusters Score -2492260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2492259.250000 Penalty: 5095.723633
	Iteration 40F: 3 clusters Score -2492259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2492258.500000 Penalty: 5095.723633
	Iteration 41Q: 3 clusters Score -2492258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2492255.500000 Penalty: 5095.723633
	Iteration 42Q: 3 clusters Score -2492256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2492258.750000 Penalty: 5095.723633
	Iteration 43Q: 3 clusters Score -2492259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2492259.000000 Penalty: 5095.723633
	Iteration 44Q: 3 clusters Score -2492259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2492261.500000 Penalty: 5095.723633
	Iteration 45Q: 3 clusters Score -2492262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2492259.500000 Penalty: 5095.723633
	Iteration 46Q: 3 clusters Score -2492260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2492270.500000 Penalty: 5095.723633
	Iteration 47Q: 3 clusters Score -2492270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2492274.750000 Penalty: 5095.723633
	Iteration 48Q: 3 clusters Score -2492275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2492277.250000 Penalty: 5095.723633
	Iteration 49Q: 3 clusters Score -2492277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2492282.250000 Penalty: 5095.723633
	Iteration 50Q: 3 clusters Score -2492282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2492278.250000 Penalty: 5095.723633
	Iteration 51Q: 3 clusters Score -2492278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2492275.250000 Penalty: 5095.723633
	Iteration 52Q: 3 clusters Score -2492275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2492284.250000 Penalty: 5095.723633
	Iteration 53Q: 3 clusters Score -2492284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2492280.750000 Penalty: 5095.723633
	Iteration 54Q: 3 clusters Score -2492281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2492288.750000 Penalty: 5095.723633
	Iteration 55Q: 3 clusters Score -2492289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2492297.000000 Penalty: 5095.723633
	Iteration 56Q: 3 clusters Score -2492297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2492308.750000 Penalty: 5095.723633
	Iteration 57Q: 3 clusters Score -2492309 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2492317.250000 Penalty: 5095.723633
	Iteration 58Q: 3 clusters Score -2492317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2492325.500000 Penalty: 5095.723633
	Iteration 59Q: 3 clusters Score -2492326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2492327.750000 Penalty: 5095.723633
	Iteration 60F: 3 clusters Score -2492328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2492335.500000 Penalty: 5095.723633
	Iteration 61Q: 3 clusters Score -2492336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2492350.250000 Penalty: 5095.723633
	Iteration 62Q: 3 clusters Score -2492350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2492363.500000 Penalty: 5095.723633
	Iteration 63Q: 3 clusters Score -2492364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2492366.500000 Penalty: 5095.723633
	Iteration 64Q: 3 clusters Score -2492366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2492370.750000 Penalty: 5095.723633
	Iteration 65Q: 3 clusters Score -2492371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2492384.250000 Penalty: 5095.723633
	Iteration 66Q: 3 clusters Score -2492384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2492394.250000 Penalty: 5095.723633
	Iteration 67Q: 3 clusters Score -2492394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2492395.500000 Penalty: 5095.723633
	Iteration 68Q: 3 clusters Score -2492396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2492395.500000 Penalty: 5095.723633
	Iteration 69Q: 3 clusters Score -2492396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2492391.000000 Penalty: 5095.723633
	Iteration 70Q: 3 clusters Score -2492391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2492394.250000 Penalty: 5095.723633
	Iteration 71Q: 3 clusters Score -2492394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2492397.000000 Penalty: 5095.723633
	Iteration 72Q: 3 clusters Score -2492397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2492404.250000 Penalty: 5095.723633
	Iteration 73Q: 3 clusters Score -2492404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2492397.750000 Penalty: 5095.723633
	Iteration 74Q: 3 clusters Score -2492398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2492403.500000 Penalty: 5095.723633
	Iteration 75Q: 3 clusters Score -2492404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2492407.000000 Penalty: 5095.723633
	Iteration 76Q: 3 clusters Score -2492407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2492401.250000 Penalty: 5095.723633
	Iteration 77Q: 3 clusters Score -2492401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2492405.750000 Penalty: 5095.723633
	Iteration 78Q: 3 clusters Score -2492406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2492404.750000 Penalty: 5095.723633
	Iteration 79Q: 3 clusters Score -2492405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2492416.500000 Penalty: 5095.723633
	Iteration 80F: 3 clusters Score -2492416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2492418.250000 Penalty: 5095.723633
	Iteration 81Q: 3 clusters Score -2492418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2492422.000000 Penalty: 5095.723633
	Iteration 82Q: 3 clusters Score -2492422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2492426.000000 Penalty: 5095.723633
	Iteration 83Q: 3 clusters Score -2492426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2492426.750000 Penalty: 5095.723633
	Iteration 84Q: 3 clusters Score -2492427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2492427.250000 Penalty: 5095.723633
	Iteration 85Q: 3 clusters Score -2492427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2492426.750000 Penalty: 5095.723633
	Iteration 86Q: 3 clusters Score -2492427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2492433.500000 Penalty: 5095.723633
	Iteration 87Q: 3 clusters Score -2492434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2492434.750000 Penalty: 5095.723633
	Iteration 88Q: 3 clusters Score -2492435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2492442.500000 Penalty: 5095.723633
	Iteration 89Q: 3 clusters Score -2492442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2492437.000000 Penalty: 5095.723633
	Iteration 90Q: 3 clusters Score -2492437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2492435.000000 Penalty: 5095.723633
	Iteration 91Q: 3 clusters Score -2492435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2492445.250000 Penalty: 5095.723633
	Iteration 92Q: 3 clusters Score -2492445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2492443.250000 Penalty: 5095.723633
	Iteration 93Q: 3 clusters Score -2492443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2492442.250000 Penalty: 5095.723633
	Iteration 94Q: 3 clusters Score -2492442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2492444.750000 Penalty: 5095.723633
	Iteration 95Q: 3 clusters Score -2492445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -2492440.750000 Penalty: 5095.723633
	Iteration 96Q: 3 clusters Score -2492441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2492438.000000 Penalty: 5095.723633
	Iteration 97Q: 3 clusters Score -2492438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2492441.000000 Penalty: 5095.723633
	Iteration 98Q: 3 clusters Score -2492441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2492439.500000 Penalty: 5095.723633
	Iteration 99Q: 3 clusters Score -2492440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2492437.500000 Penalty: 5095.723633
	Iteration 100F: 3 clusters Score -2492438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2492439.250000 Penalty: 5095.723633
	Iteration 101Q: 3 clusters Score -2492439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2492437.000000 Penalty: 5095.723633
	Iteration 102Q: 3 clusters Score -2492437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2492434.500000 Penalty: 5095.723633
	Iteration 103Q: 3 clusters Score -2492434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2492432.750000 Penalty: 5095.723633
	Iteration 104Q: 3 clusters Score -2492433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2492436.000000 Penalty: 5095.723633
	Iteration 105Q: 3 clusters Score -2492436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2492437.250000 Penalty: 5095.723633
	Iteration 106Q: 3 clusters Score -2492437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2492436.750000 Penalty: 5095.723633
	Iteration 107Q: 3 clusters Score -2492437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2492441.000000 Penalty: 5095.723633
	Iteration 108Q: 3 clusters Score -2492441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2492439.750000 Penalty: 5095.723633
	Iteration 109Q: 3 clusters Score -2492440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2492439.750000 Penalty: 5095.723633
	Iteration 110F: 3 clusters Score -2492440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -544692.562500 Penalty: 2180.928711
	Iteration 0F: 2 clusters Score -544692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -539063.125000 Penalty: 4361.857422
	Iteration 0F: 3 clusters Score -539063.1 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -540578.500000 Penalty: 4361.857422
	Iteration 1F: 3 clusters Score -540578.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -540850.187500 Penalty: 4361.857422
	Iteration 2F: 3 clusters Score -540850.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -541029.062500 Penalty: 4361.857422
	Iteration 3F: 3 clusters Score -541029.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -541203.125000 Penalty: 4361.857422
	Iteration 4Q: 3 clusters Score -541203.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -541363.187500 Penalty: 4361.857422
	Iteration 5Q: 3 clusters Score -541363.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -541505.062500 Penalty: 4361.857422
	Iteration 6Q: 3 clusters Score -541505.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -541633.000000 Penalty: 4361.857422
	Iteration 7Q: 3 clusters Score -541633 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -541749.500000 Penalty: 4361.857422
	Iteration 8Q: 3 clusters Score -541749.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -541865.875000 Penalty: 4361.857422
	Iteration 9Q: 3 clusters Score -541865.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -541979.375000 Penalty: 4361.857422
	Iteration 10Q: 3 clusters Score -541979.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -542077.437500 Penalty: 4361.857422
	Iteration 11Q: 3 clusters Score -542077.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -542159.500000 Penalty: 4361.857422
	Iteration 12Q: 3 clusters Score -542159.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -542254.375000 Penalty: 4361.857422
	Iteration 13Q: 3 clusters Score -542254.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -542341.000000 Penalty: 4361.857422
	Iteration 14Q: 3 clusters Score -542341 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -542417.250000 Penalty: 4361.857422
	Iteration 15Q: 3 clusters Score -542417.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -542493.250000 Penalty: 4361.857422
	Iteration 16Q: 3 clusters Score -542493.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -542578.750000 Penalty: 4361.857422
	Iteration 17Q: 3 clusters Score -542578.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -542671.437500 Penalty: 4361.857422
	Iteration 18Q: 3 clusters Score -542671.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -542753.187500 Penalty: 4361.857422
	Iteration 19Q: 3 clusters Score -542753.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -542823.937500 Penalty: 4361.857422
	Iteration 20F: 3 clusters Score -542823.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -542866.875000 Penalty: 4361.857422
	Iteration 21Q: 3 clusters Score -542866.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -542898.000000 Penalty: 4361.857422
	Iteration 22Q: 3 clusters Score -542898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -542928.187500 Penalty: 4361.857422
	Iteration 23Q: 3 clusters Score -542928.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -542952.125000 Penalty: 4361.857422
	Iteration 24Q: 3 clusters Score -542952.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -542974.000000 Penalty: 4361.857422
	Iteration 25Q: 3 clusters Score -542974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -542993.562500 Penalty: 4361.857422
	Iteration 26Q: 3 clusters Score -542993.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -543009.750000 Penalty: 4361.857422
	Iteration 27Q: 3 clusters Score -543009.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -543032.312500 Penalty: 4361.857422
	Iteration 28Q: 3 clusters Score -543032.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -543052.000000 Penalty: 4361.857422
	Iteration 29Q: 3 clusters Score -543052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -543065.000000 Penalty: 4361.857422
	Iteration 30Q: 3 clusters Score -543065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -543071.250000 Penalty: 4361.857422
	Iteration 31Q: 3 clusters Score -543071.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -543077.875000 Penalty: 4361.857422
	Iteration 32Q: 3 clusters Score -543077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -543081.000000 Penalty: 4361.857422
	Iteration 33Q: 3 clusters Score -543081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -543083.562500 Penalty: 4361.857422
	Iteration 34Q: 3 clusters Score -543083.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -543090.562500 Penalty: 4361.857422
	Iteration 35Q: 3 clusters Score -543090.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -543097.875000 Penalty: 4361.857422
	Iteration 36Q: 3 clusters Score -543097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -543101.437500 Penalty: 4361.857422
	Iteration 37Q: 3 clusters Score -543101.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -543106.250000 Penalty: 4361.857422
	Iteration 38Q: 3 clusters Score -543106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -543109.750000 Penalty: 4361.857422
	Iteration 39Q: 3 clusters Score -543109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -543113.000000 Penalty: 4361.857422
	Iteration 40F: 3 clusters Score -543113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -543115.250000 Penalty: 4361.857422
	Iteration 41Q: 3 clusters Score -543115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -543118.875000 Penalty: 4361.857422
	Iteration 42Q: 3 clusters Score -543118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -543120.375000 Penalty: 4361.857422
	Iteration 43Q: 3 clusters Score -543120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -543121.500000 Penalty: 4361.857422
	Iteration 44Q: 3 clusters Score -543121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -543122.687500 Penalty: 4361.857422
	Iteration 45Q: 3 clusters Score -543122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -543123.375000 Penalty: 4361.857422
	Iteration 46Q: 3 clusters Score -543123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -543123.750000 Penalty: 4361.857422
	Iteration 47Q: 3 clusters Score -543123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -543124.000000 Penalty: 4361.857422
	Iteration 48Q: 3 clusters Score -543124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -543125.062500 Penalty: 4361.857422
	Iteration 49Q: 3 clusters Score -543125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -543125.562500 Penalty: 4361.857422
	Iteration 50Q: 3 clusters Score -543125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -543126.250000 Penalty: 4361.857422
	Iteration 51Q: 3 clusters Score -543126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -543126.562500 Penalty: 4361.857422
	Iteration 52Q: 3 clusters Score -543126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -543132.312500 Penalty: 4361.857422
	Iteration 53Q: 3 clusters Score -543132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -543134.062500 Penalty: 4361.857422
	Iteration 54Q: 3 clusters Score -543134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -543135.937500 Penalty: 4361.857422
	Iteration 55Q: 3 clusters Score -543135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -543140.312500 Penalty: 4361.857422
	Iteration 56Q: 3 clusters Score -543140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -543144.125000 Penalty: 4361.857422
	Iteration 57Q: 3 clusters Score -543144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -543148.312500 Penalty: 4361.857422
	Iteration 58Q: 3 clusters Score -543148.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -543154.187500 Penalty: 4361.857422
	Iteration 59Q: 3 clusters Score -543154.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -543162.750000 Penalty: 4361.857422
	Iteration 60F: 3 clusters Score -543162.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -543166.437500 Penalty: 4361.857422
	Iteration 61Q: 3 clusters Score -543166.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -543170.625000 Penalty: 4361.857422
	Iteration 62Q: 3 clusters Score -543170.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -543173.937500 Penalty: 4361.857422
	Iteration 63Q: 3 clusters Score -543173.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -543177.750000 Penalty: 4361.857422
	Iteration 64Q: 3 clusters Score -543177.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -543181.437500 Penalty: 4361.857422
	Iteration 65Q: 3 clusters Score -543181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -543185.625000 Penalty: 4361.857422
	Iteration 66Q: 3 clusters Score -543185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -543185.187500 Penalty: 4361.857422
	Iteration 67Q: 3 clusters Score -543185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -543187.062500 Penalty: 4361.857422
	Iteration 68Q: 3 clusters Score -543187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -543187.125000 Penalty: 4361.857422
	Iteration 69Q: 3 clusters Score -543187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -543186.375000 Penalty: 4361.857422
	Iteration 70Q: 3 clusters Score -543186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -543186.312500 Penalty: 4361.857422
	Iteration 71Q: 3 clusters Score -543186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -543186.312500 Penalty: 4361.857422
	Iteration 72F: 3 clusters Score -543186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329112 members 
Entering Unmasked Estep 
Score: -29057826.000000 Penalty: 3150.629883
	Iteration 0F: 2 clusters Score -2.905783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 164583 members 
Entering Unmasked Estep 
Score: -28836956.000000 Penalty: 6301.259766
	Iteration 0F: 3 clusters Score -2.883696e+07 nChanged 159583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162742 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -28930418.000000 Penalty: 6301.259766
	Iteration 1F: 3 clusters Score -2.893042e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161669 members 
Mstep: Class 2 contains 167443 members 
Entering Unmasked Estep 
Score: -28931344.000000 Penalty: 6301.259766
	Iteration 2Q: 3 clusters Score -2.893134e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159837 members 
Mstep: Class 2 contains 169275 members 
Entering Unmasked Estep 
Score: -28932234.000000 Penalty: 6301.259766
	Iteration 3Q: 3 clusters Score -2.893223e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 172096 members 
Entering Unmasked Estep 
Score: -28933324.000000 Penalty: 6301.259766
	Iteration 4Q: 3 clusters Score -2.893332e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152618 members 
Mstep: Class 2 contains 176494 members 
Entering Unmasked Estep 
Score: -28934832.000000 Penalty: 6301.259766
	Iteration 5Q: 3 clusters Score -2.893483e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 183238 members 
Entering Unmasked Estep 
Score: -28937330.000000 Penalty: 6301.259766
	Iteration 6Q: 3 clusters Score -2.893733e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135389 members 
Mstep: Class 2 contains 193723 members 
Entering Unmasked Estep 
Score: -28941830.000000 Penalty: 6301.259766
	Iteration 7Q: 3 clusters Score -2.894183e+07 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 209093 members 
Entering Unmasked Estep 
Score: -28950194.000000 Penalty: 6301.259766
	Iteration 8F: 3 clusters Score -2.895019e+07 nChanged 22198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 230169 members 
Entering Unmasked Estep 
Score: -28965086.000000 Penalty: 6301.259766
	Iteration 9F: 3 clusters Score -2.896509e+07 nChanged 26016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 255615 members 
Entering Unmasked Estep 
Score: -28986234.000000 Penalty: 6301.259766
	Iteration 10F: 3 clusters Score -2.898623e+07 nChanged 25853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 281230 members 
Entering Unmasked Estep 
Score: -29010566.000000 Penalty: 6301.259766
	Iteration 11F: 3 clusters Score -2.901057e+07 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 301516 members 
Entering Unmasked Estep 
Score: -29029946.000000 Penalty: 6301.259766
	Iteration 12F: 3 clusters Score -2.902995e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 314606 members 
Entering Unmasked Estep 
Score: -29042492.000000 Penalty: 6301.259766
	Iteration 13Q: 3 clusters Score -2.904249e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 321729 members 
Entering Unmasked Estep 
Score: -29048800.000000 Penalty: 6301.259766
	Iteration 14Q: 3 clusters Score -2.90488e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 325366 members 
Entering Unmasked Estep 
Score: -29052244.000000 Penalty: 6301.259766
	Iteration 15Q: 3 clusters Score -2.905224e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 327072 members 
Entering Unmasked Estep 
Score: -29053560.000000 Penalty: 6301.259766
	Iteration 16Q: 3 clusters Score -2.905356e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 327899 members 
Entering Unmasked Estep 
Score: -29054302.000000 Penalty: 6301.259766
	Iteration 17Q: 3 clusters Score -2.90543e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 328265 members 
Entering Unmasked Estep 
Score: -29054618.000000 Penalty: 6301.259766
	Iteration 18Q: 3 clusters Score -2.905462e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 328429 members 
Entering Unmasked Estep 
Score: -29054816.000000 Penalty: 6301.259766
	Iteration 19Q: 3 clusters Score -2.905482e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 328504 members 
Entering Unmasked Estep 
Score: -29054882.000000 Penalty: 6301.259766
	Iteration 20F: 3 clusters Score -2.905488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 328544 members 
Entering Unmasked Estep 
Score: -29054954.000000 Penalty: 6301.259766
	Iteration 21Q: 3 clusters Score -2.905495e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 328556 members 
Entering Unmasked Estep 
Score: -29054944.000000 Penalty: 6301.259766
	Iteration 22Q: 3 clusters Score -2.905494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 328565 members 
Entering Unmasked Estep 
Score: -29054980.000000 Penalty: 6301.259766
	Iteration 23Q: 3 clusters Score -2.905498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 328577 members 
Entering Unmasked Estep 
Score: -29054996.000000 Penalty: 6301.259766
	Iteration 24Q: 3 clusters Score -2.9055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 328587 members 
Entering Unmasked Estep 
Score: -29055012.000000 Penalty: 6301.259766
	Iteration 25Q: 3 clusters Score -2.905501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 328595 members 
Entering Unmasked Estep 
Score: -29055026.000000 Penalty: 6301.259766
	Iteration 26Q: 3 clusters Score -2.905503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 328602 members 
Entering Unmasked Estep 
Score: -29055036.000000 Penalty: 6301.259766
	Iteration 27Q: 3 clusters Score -2.905504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 328609 members 
Entering Unmasked Estep 
Score: -29055026.000000 Penalty: 6301.259766
	Iteration 28Q: 3 clusters Score -2.905503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 328614 members 
Entering Unmasked Estep 
Score: -29055044.000000 Penalty: 6301.259766
	Iteration 29Q: 3 clusters Score -2.905504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 328614 members 
Entering Unmasked Estep 
Score: -29055068.000000 Penalty: 6301.259766
	Iteration 30Q: 3 clusters Score -2.905507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 328614 members 
Entering Unmasked Estep 
Score: -29055092.000000 Penalty: 6301.259766
	Iteration 31Q: 3 clusters Score -2.905509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 328615 members 
Entering Unmasked Estep 
Score: -29055096.000000 Penalty: 6301.259766
	Iteration 32Q: 3 clusters Score -2.90551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 328614 members 
Entering Unmasked Estep 
Score: -29055086.000000 Penalty: 6301.259766
	Iteration 33Q: 3 clusters Score -2.905509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 328613 members 
Entering Unmasked Estep 
Score: -29055102.000000 Penalty: 6301.259766
	Iteration 34Q: 3 clusters Score -2.90551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 328613 members 
Entering Unmasked Estep 
Score: -29055090.000000 Penalty: 6301.259766
	Iteration 35Q: 3 clusters Score -2.905509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 328612 members 
Entering Unmasked Estep 
Score: -29055088.000000 Penalty: 6301.259766
	Iteration 36Q: 3 clusters Score -2.905509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 328612 members 
Entering Unmasked Estep 
Score: -29055090.000000 Penalty: 6301.259766
	Iteration 37Q: 3 clusters Score -2.905509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 328610 members 
Entering Unmasked Estep 
Score: -29055102.000000 Penalty: 6301.259766
	Iteration 38Q: 3 clusters Score -2.90551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 328609 members 
Entering Unmasked Estep 
Score: -29055104.000000 Penalty: 6301.259766
	Iteration 39Q: 3 clusters Score -2.90551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 328609 members 
Entering Unmasked Estep 
Score: -29055092.000000 Penalty: 6301.259766
	Iteration 40F: 3 clusters Score -2.905509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Entering Unmasked Estep 
Score: -2261774.500000 Penalty: 2522.292236
	Iteration 0F: 2 clusters Score -2261774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2243562.000000 Penalty: 5044.584473
	Iteration 0F: 3 clusters Score -2243562 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2250230.000000 Penalty: 5044.584473
	Iteration 1F: 3 clusters Score -2250230 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2250980.000000 Penalty: 5044.584473
	Iteration 2F: 3 clusters Score -2250980 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2251861.750000 Penalty: 5044.584473
	Iteration 3F: 3 clusters Score -2251862 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2252847.500000 Penalty: 5044.584473
	Iteration 4F: 3 clusters Score -2252848 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2253868.500000 Penalty: 5044.584473
	Iteration 5F: 3 clusters Score -2253868 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2254721.250000 Penalty: 5044.584473
	Iteration 6F: 3 clusters Score -2254721 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2255376.250000 Penalty: 5044.584473
	Iteration 7Q: 3 clusters Score -2255376 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2255811.250000 Penalty: 5044.584473
	Iteration 8Q: 3 clusters Score -2255811 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2256103.500000 Penalty: 5044.584473
	Iteration 9Q: 3 clusters Score -2256104 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2256288.750000 Penalty: 5044.584473
	Iteration 10Q: 3 clusters Score -2256289 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2256440.750000 Penalty: 5044.584473
	Iteration 11Q: 3 clusters Score -2256441 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2256606.750000 Penalty: 5044.584473
	Iteration 12Q: 3 clusters Score -2256607 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2256758.250000 Penalty: 5044.584473
	Iteration 13Q: 3 clusters Score -2256758 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2256961.250000 Penalty: 5044.584473
	Iteration 14Q: 3 clusters Score -2256961 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2257166.750000 Penalty: 5044.584473
	Iteration 15Q: 3 clusters Score -2257167 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2257355.000000 Penalty: 5044.584473
	Iteration 16Q: 3 clusters Score -2257355 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2257534.500000 Penalty: 5044.584473
	Iteration 17Q: 3 clusters Score -2257534 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2257689.500000 Penalty: 5044.584473
	Iteration 18Q: 3 clusters Score -2257690 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2257824.000000 Penalty: 5044.584473
	Iteration 19Q: 3 clusters Score -2257824 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2257979.750000 Penalty: 5044.584473
	Iteration 20F: 3 clusters Score -2257980 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2258104.250000 Penalty: 5044.584473
	Iteration 21Q: 3 clusters Score -2258104 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2258222.000000 Penalty: 5044.584473
	Iteration 22Q: 3 clusters Score -2258222 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2258359.750000 Penalty: 5044.584473
	Iteration 23Q: 3 clusters Score -2258360 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2258499.500000 Penalty: 5044.584473
	Iteration 24Q: 3 clusters Score -2258500 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2258622.750000 Penalty: 5044.584473
	Iteration 25Q: 3 clusters Score -2258623 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2258762.750000 Penalty: 5044.584473
	Iteration 26Q: 3 clusters Score -2258763 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2258899.750000 Penalty: 5044.584473
	Iteration 27Q: 3 clusters Score -2258900 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2259020.750000 Penalty: 5044.584473
	Iteration 28Q: 3 clusters Score -2259021 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2259116.000000 Penalty: 5044.584473
	Iteration 29Q: 3 clusters Score -2259116 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2259223.000000 Penalty: 5044.584473
	Iteration 30Q: 3 clusters Score -2259223 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2259315.750000 Penalty: 5044.584473
	Iteration 31Q: 3 clusters Score -2259316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2259397.000000 Penalty: 5044.584473
	Iteration 32Q: 3 clusters Score -2259397 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2259455.000000 Penalty: 5044.584473
	Iteration 33Q: 3 clusters Score -2259455 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2259506.250000 Penalty: 5044.584473
	Iteration 34Q: 3 clusters Score -2259506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2259548.750000 Penalty: 5044.584473
	Iteration 35Q: 3 clusters Score -2259549 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2259595.750000 Penalty: 5044.584473
	Iteration 36Q: 3 clusters Score -2259596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2259628.000000 Penalty: 5044.584473
	Iteration 37Q: 3 clusters Score -2259628 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2259667.000000 Penalty: 5044.584473
	Iteration 38Q: 3 clusters Score -2259667 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2259711.000000 Penalty: 5044.584473
	Iteration 39Q: 3 clusters Score -2259711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2259742.250000 Penalty: 5044.584473
	Iteration 40F: 3 clusters Score -2259742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2259777.500000 Penalty: 5044.584473
	Iteration 41Q: 3 clusters Score -2259778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2259821.750000 Penalty: 5044.584473
	Iteration 42Q: 3 clusters Score -2259822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2259860.500000 Penalty: 5044.584473
	Iteration 43Q: 3 clusters Score -2259860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2259886.750000 Penalty: 5044.584473
	Iteration 44Q: 3 clusters Score -2259887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2259896.500000 Penalty: 5044.584473
	Iteration 45Q: 3 clusters Score -2259896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2259909.000000 Penalty: 5044.584473
	Iteration 46Q: 3 clusters Score -2259909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2259923.250000 Penalty: 5044.584473
	Iteration 47Q: 3 clusters Score -2259923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2259935.500000 Penalty: 5044.584473
	Iteration 48Q: 3 clusters Score -2259936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2259946.000000 Penalty: 5044.584473
	Iteration 49Q: 3 clusters Score -2259946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2259953.750000 Penalty: 5044.584473
	Iteration 50Q: 3 clusters Score -2259954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2259958.000000 Penalty: 5044.584473
	Iteration 51Q: 3 clusters Score -2259958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2259961.250000 Penalty: 5044.584473
	Iteration 52Q: 3 clusters Score -2259961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2259974.000000 Penalty: 5044.584473
	Iteration 53Q: 3 clusters Score -2259974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2259979.250000 Penalty: 5044.584473
	Iteration 54Q: 3 clusters Score -2259979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2259993.250000 Penalty: 5044.584473
	Iteration 55Q: 3 clusters Score -2259993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2259997.000000 Penalty: 5044.584473
	Iteration 56Q: 3 clusters Score -2259997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2260008.250000 Penalty: 5044.584473
	Iteration 57Q: 3 clusters Score -2260008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2260023.000000 Penalty: 5044.584473
	Iteration 58Q: 3 clusters Score -2260023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2260034.250000 Penalty: 5044.584473
	Iteration 59Q: 3 clusters Score -2260034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2260038.500000 Penalty: 5044.584473
	Iteration 60F: 3 clusters Score -2260038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2260045.500000 Penalty: 5044.584473
	Iteration 61Q: 3 clusters Score -2260046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2260051.250000 Penalty: 5044.584473
	Iteration 62Q: 3 clusters Score -2260051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2260057.750000 Penalty: 5044.584473
	Iteration 63Q: 3 clusters Score -2260058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2260060.750000 Penalty: 5044.584473
	Iteration 64Q: 3 clusters Score -2260061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2260066.000000 Penalty: 5044.584473
	Iteration 65Q: 3 clusters Score -2260066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2260073.750000 Penalty: 5044.584473
	Iteration 66Q: 3 clusters Score -2260074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2260085.500000 Penalty: 5044.584473
	Iteration 67Q: 3 clusters Score -2260086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2260082.000000 Penalty: 5044.584473
	Iteration 68Q: 3 clusters Score -2260082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2260087.500000 Penalty: 5044.584473
	Iteration 69Q: 3 clusters Score -2260088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2260090.500000 Penalty: 5044.584473
	Iteration 70Q: 3 clusters Score -2260090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2260093.000000 Penalty: 5044.584473
	Iteration 71Q: 3 clusters Score -2260093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2260096.500000 Penalty: 5044.584473
	Iteration 72Q: 3 clusters Score -2260096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2260102.000000 Penalty: 5044.584473
	Iteration 73Q: 3 clusters Score -2260102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2260112.250000 Penalty: 5044.584473
	Iteration 74Q: 3 clusters Score -2260112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2260122.000000 Penalty: 5044.584473
	Iteration 75Q: 3 clusters Score -2260122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2260124.250000 Penalty: 5044.584473
	Iteration 76Q: 3 clusters Score -2260124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2260136.750000 Penalty: 5044.584473
	Iteration 77Q: 3 clusters Score -2260137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2260136.000000 Penalty: 5044.584473
	Iteration 78Q: 3 clusters Score -2260136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2260145.750000 Penalty: 5044.584473
	Iteration 79Q: 3 clusters Score -2260146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2260143.000000 Penalty: 5044.584473
	Iteration 80F: 3 clusters Score -2260143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2260144.000000 Penalty: 5044.584473
	Iteration 81Q: 3 clusters Score -2260144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2260141.000000 Penalty: 5044.584473
	Iteration 82Q: 3 clusters Score -2260141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2260148.250000 Penalty: 5044.584473
	Iteration 83Q: 3 clusters Score -2260148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2260154.250000 Penalty: 5044.584473
	Iteration 84Q: 3 clusters Score -2260154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2260166.250000 Penalty: 5044.584473
	Iteration 85Q: 3 clusters Score -2260166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2260168.500000 Penalty: 5044.584473
	Iteration 86Q: 3 clusters Score -2260168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2260169.250000 Penalty: 5044.584473
	Iteration 87Q: 3 clusters Score -2260169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2260168.000000 Penalty: 5044.584473
	Iteration 88Q: 3 clusters Score -2260168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2260169.500000 Penalty: 5044.584473
	Iteration 89Q: 3 clusters Score -2260170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2260169.500000 Penalty: 5044.584473
	Iteration 90F: 3 clusters Score -2260170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Entering Unmasked Estep 
Score: -4779780.500000 Penalty: 2699.949951
	Iteration 0F: 2 clusters Score -4779780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -4743858.500000 Penalty: 5399.899902
	Iteration 0F: 3 clusters Score -4743858 nChanged 24603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4757307.000000 Penalty: 5399.899902
	Iteration 1F: 3 clusters Score -4757307 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -4757815.000000 Penalty: 5399.899902
	Iteration 2Q: 3 clusters Score -4757815 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4758317.500000 Penalty: 5399.899902
	Iteration 3Q: 3 clusters Score -4758318 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -4758936.000000 Penalty: 5399.899902
	Iteration 4Q: 3 clusters Score -4758936 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4759737.500000 Penalty: 5399.899902
	Iteration 5Q: 3 clusters Score -4759738 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4760991.500000 Penalty: 5399.899902
	Iteration 6Q: 3 clusters Score -4760992 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4762874.500000 Penalty: 5399.899902
	Iteration 7F: 3 clusters Score -4762874 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4765498.000000 Penalty: 5399.899902
	Iteration 8F: 3 clusters Score -4765498 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -4768419.500000 Penalty: 5399.899902
	Iteration 9F: 3 clusters Score -4768420 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -4771078.500000 Penalty: 5399.899902
	Iteration 10F: 3 clusters Score -4771078 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -4773275.000000 Penalty: 5399.899902
	Iteration 11Q: 3 clusters Score -4773275 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -4774885.500000 Penalty: 5399.899902
	Iteration 12Q: 3 clusters Score -4774886 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -4775941.500000 Penalty: 5399.899902
	Iteration 13Q: 3 clusters Score -4775942 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -4776540.000000 Penalty: 5399.899902
	Iteration 14Q: 3 clusters Score -4776540 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -4776915.500000 Penalty: 5399.899902
	Iteration 15Q: 3 clusters Score -4776916 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -4777068.000000 Penalty: 5399.899902
	Iteration 16Q: 3 clusters Score -4777068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -4777195.000000 Penalty: 5399.899902
	Iteration 17Q: 3 clusters Score -4777195 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -4777249.000000 Penalty: 5399.899902
	Iteration 18Q: 3 clusters Score -4777249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -4777311.500000 Penalty: 5399.899902
	Iteration 19Q: 3 clusters Score -4777312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -4777351.000000 Penalty: 5399.899902
	Iteration 20F: 3 clusters Score -4777351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -4777379.000000 Penalty: 5399.899902
	Iteration 21Q: 3 clusters Score -4777379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -4777403.500000 Penalty: 5399.899902
	Iteration 22Q: 3 clusters Score -4777404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -4777420.000000 Penalty: 5399.899902
	Iteration 23Q: 3 clusters Score -4777420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -4777440.500000 Penalty: 5399.899902
	Iteration 24Q: 3 clusters Score -4777440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -4777450.500000 Penalty: 5399.899902
	Iteration 25Q: 3 clusters Score -4777450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -4777457.000000 Penalty: 5399.899902
	Iteration 26Q: 3 clusters Score -4777457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -4777458.500000 Penalty: 5399.899902
	Iteration 27Q: 3 clusters Score -4777458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -4777457.500000 Penalty: 5399.899902
	Iteration 28Q: 3 clusters Score -4777458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -4777457.500000 Penalty: 5399.899902
	Iteration 29F: 3 clusters Score -4777458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Entering Unmasked Estep 
Score: -2643502.500000 Penalty: 2582.061768
	Iteration 0F: 2 clusters Score -2643502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2620776.250000 Penalty: 5164.123535
	Iteration 0F: 3 clusters Score -2620776 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2629488.500000 Penalty: 5164.123535
	Iteration 1F: 3 clusters Score -2629488 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2630421.250000 Penalty: 5164.123535
	Iteration 2F: 3 clusters Score -2630421 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2631489.250000 Penalty: 5164.123535
	Iteration 3F: 3 clusters Score -2631489 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2632656.000000 Penalty: 5164.123535
	Iteration 4F: 3 clusters Score -2632656 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2633856.500000 Penalty: 5164.123535
	Iteration 5F: 3 clusters Score -2633856 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2634980.500000 Penalty: 5164.123535
	Iteration 6F: 3 clusters Score -2634980 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2636169.250000 Penalty: 5164.123535
	Iteration 7F: 3 clusters Score -2636169 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2637327.500000 Penalty: 5164.123535
	Iteration 8F: 3 clusters Score -2637328 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2638350.000000 Penalty: 5164.123535
	Iteration 9Q: 3 clusters Score -2638350 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2639184.000000 Penalty: 5164.123535
	Iteration 10Q: 3 clusters Score -2639184 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2639892.250000 Penalty: 5164.123535
	Iteration 11Q: 3 clusters Score -2639892 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2640480.750000 Penalty: 5164.123535
	Iteration 12Q: 3 clusters Score -2640481 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2640981.250000 Penalty: 5164.123535
	Iteration 13Q: 3 clusters Score -2640981 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2641410.250000 Penalty: 5164.123535
	Iteration 14Q: 3 clusters Score -2641410 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2641805.500000 Penalty: 5164.123535
	Iteration 15Q: 3 clusters Score -2641806 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2642173.000000 Penalty: 5164.123535
	Iteration 16Q: 3 clusters Score -2642173 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2642532.500000 Penalty: 5164.123535
	Iteration 17Q: 3 clusters Score -2642532 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2642803.750000 Penalty: 5164.123535
	Iteration 18Q: 3 clusters Score -2642804 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2642990.000000 Penalty: 5164.123535
	Iteration 19Q: 3 clusters Score -2642990 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2643123.000000 Penalty: 5164.123535
	Iteration 20F: 3 clusters Score -2643123 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2643227.250000 Penalty: 5164.123535
	Iteration 21Q: 3 clusters Score -2643227 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2643328.750000 Penalty: 5164.123535
	Iteration 22Q: 3 clusters Score -2643329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2643390.500000 Penalty: 5164.123535
	Iteration 23Q: 3 clusters Score -2643390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2643451.500000 Penalty: 5164.123535
	Iteration 24Q: 3 clusters Score -2643452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2643497.500000 Penalty: 5164.123535
	Iteration 25Q: 3 clusters Score -2643498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2643524.500000 Penalty: 5164.123535
	Iteration 26Q: 3 clusters Score -2643524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2643548.750000 Penalty: 5164.123535
	Iteration 27Q: 3 clusters Score -2643549 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2643553.750000 Penalty: 5164.123535
	Iteration 28Q: 3 clusters Score -2643554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2643553.000000 Penalty: 5164.123535
	Iteration 29Q: 3 clusters Score -2643553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2643560.000000 Penalty: 5164.123535
	Iteration 30Q: 3 clusters Score -2643560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2643567.750000 Penalty: 5164.123535
	Iteration 31Q: 3 clusters Score -2643568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2643566.500000 Penalty: 5164.123535
	Iteration 32Q: 3 clusters Score -2643566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2643566.000000 Penalty: 5164.123535
	Iteration 33Q: 3 clusters Score -2643566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2643575.000000 Penalty: 5164.123535
	Iteration 34Q: 3 clusters Score -2643575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2643572.500000 Penalty: 5164.123535
	Iteration 35Q: 3 clusters Score -2643572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2643581.750000 Penalty: 5164.123535
	Iteration 36Q: 3 clusters Score -2643582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2643582.250000 Penalty: 5164.123535
	Iteration 37Q: 3 clusters Score -2643582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2643576.750000 Penalty: 5164.123535
	Iteration 38Q: 3 clusters Score -2643577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2643581.500000 Penalty: 5164.123535
	Iteration 39Q: 3 clusters Score -2643582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2643582.500000 Penalty: 5164.123535
	Iteration 40F: 3 clusters Score -2643582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2643584.250000 Penalty: 5164.123535
	Iteration 41Q: 3 clusters Score -2643584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2643586.500000 Penalty: 5164.123535
	Iteration 42Q: 3 clusters Score -2643586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2643588.000000 Penalty: 5164.123535
	Iteration 43Q: 3 clusters Score -2643588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2643587.500000 Penalty: 5164.123535
	Iteration 44Q: 3 clusters Score -2643588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2643584.000000 Penalty: 5164.123535
	Iteration 45Q: 3 clusters Score -2643584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2643589.250000 Penalty: 5164.123535
	Iteration 46Q: 3 clusters Score -2643589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2643589.250000 Penalty: 5164.123535
	Iteration 47F: 3 clusters Score -2643589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4485 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26122 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 29368 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 3873 members 
Entering Unmasked Estep 
Score: -113006400.000000 Penalty: 139884.406250
Splitting cluster 25 changes total score from -113007432.000000 to -113006400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (8405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Entering Unmasked Estep 
Score: -728002.375000 Penalty: 2241.072266
	Iteration 0F: 2 clusters Score -728002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -721394.625000 Penalty: 4482.144531
	Iteration 0F: 3 clusters Score -721394.6 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -723415.312500 Penalty: 4482.144531
	Iteration 1F: 3 clusters Score -723415.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -723864.375000 Penalty: 4482.144531
	Iteration 2F: 3 clusters Score -723864.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -724275.187500 Penalty: 4482.144531
	Iteration 3F: 3 clusters Score -724275.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -724655.375000 Penalty: 4482.144531
	Iteration 4F: 3 clusters Score -724655.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -724991.812500 Penalty: 4482.144531
	Iteration 5F: 3 clusters Score -724991.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -725272.000000 Penalty: 4482.144531
	Iteration 6Q: 3 clusters Score -725272 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -725479.437500 Penalty: 4482.144531
	Iteration 7Q: 3 clusters Score -725479.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -725653.687500 Penalty: 4482.144531
	Iteration 8Q: 3 clusters Score -725653.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -725776.750000 Penalty: 4482.144531
	Iteration 9Q: 3 clusters Score -725776.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -725861.375000 Penalty: 4482.144531
	Iteration 10Q: 3 clusters Score -725861.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -725938.875000 Penalty: 4482.144531
	Iteration 11Q: 3 clusters Score -725938.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -726002.312500 Penalty: 4482.144531
	Iteration 12Q: 3 clusters Score -726002.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -726062.187500 Penalty: 4482.144531
	Iteration 13Q: 3 clusters Score -726062.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -726112.062500 Penalty: 4482.144531
	Iteration 14Q: 3 clusters Score -726112.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -726159.312500 Penalty: 4482.144531
	Iteration 15Q: 3 clusters Score -726159.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -726186.937500 Penalty: 4482.144531
	Iteration 16Q: 3 clusters Score -726186.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -726217.375000 Penalty: 4482.144531
	Iteration 17Q: 3 clusters Score -726217.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -726245.687500 Penalty: 4482.144531
	Iteration 18Q: 3 clusters Score -726245.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -726272.500000 Penalty: 4482.144531
	Iteration 19Q: 3 clusters Score -726272.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -726291.875000 Penalty: 4482.144531
	Iteration 20F: 3 clusters Score -726291.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -726313.125000 Penalty: 4482.144531
	Iteration 21Q: 3 clusters Score -726313.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -726334.187500 Penalty: 4482.144531
	Iteration 22Q: 3 clusters Score -726334.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -726350.187500 Penalty: 4482.144531
	Iteration 23Q: 3 clusters Score -726350.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -726361.562500 Penalty: 4482.144531
	Iteration 24Q: 3 clusters Score -726361.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -726373.625000 Penalty: 4482.144531
	Iteration 25Q: 3 clusters Score -726373.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -726383.687500 Penalty: 4482.144531
	Iteration 26Q: 3 clusters Score -726383.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -726389.750000 Penalty: 4482.144531
	Iteration 27Q: 3 clusters Score -726389.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -726393.062500 Penalty: 4482.144531
	Iteration 28Q: 3 clusters Score -726393.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -726396.687500 Penalty: 4482.144531
	Iteration 29Q: 3 clusters Score -726396.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -726401.125000 Penalty: 4482.144531
	Iteration 30Q: 3 clusters Score -726401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -726405.625000 Penalty: 4482.144531
	Iteration 31Q: 3 clusters Score -726405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -726408.750000 Penalty: 4482.144531
	Iteration 32Q: 3 clusters Score -726408.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -726408.187500 Penalty: 4482.144531
	Iteration 33Q: 3 clusters Score -726408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -726409.937500 Penalty: 4482.144531
	Iteration 34Q: 3 clusters Score -726409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -726411.625000 Penalty: 4482.144531
	Iteration 35Q: 3 clusters Score -726411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -726415.375000 Penalty: 4482.144531
	Iteration 36Q: 3 clusters Score -726415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -726416.437500 Penalty: 4482.144531
	Iteration 37Q: 3 clusters Score -726416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -726416.000000 Penalty: 4482.144531
	Iteration 38Q: 3 clusters Score -726416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -726416.062500 Penalty: 4482.144531
	Iteration 39Q: 3 clusters Score -726416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -726416.062500 Penalty: 4482.144531
	Iteration 40F: 3 clusters Score -726416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -161428.421875 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -161428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -158761.453125 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -158761.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -159308.796875 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -159308.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -159462.109375 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -159462.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -159565.250000 Penalty: 3787.350342
	Iteration 3Q: 3 clusters Score -159565.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -159629.140625 Penalty: 3787.350342
	Iteration 4Q: 3 clusters Score -159629.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -159675.562500 Penalty: 3787.350342
	Iteration 5Q: 3 clusters Score -159675.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -159716.546875 Penalty: 3787.350342
	Iteration 6Q: 3 clusters Score -159716.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -159761.125000 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -159761.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -159828.718750 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -159828.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -159902.578125 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -159902.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -160000.156250 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -160000.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -160081.171875 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -160081.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -160147.593750 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -160147.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -160202.406250 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -160202.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -160249.890625 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -160249.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -160308.484375 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -160308.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160368.062500 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -160368.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -160440.156250 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -160440.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160503.093750 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -160503.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -160565.656250 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -160565.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -160624.984375 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -160625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -160683.375000 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -160683.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160742.390625 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -160742.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -160770.015625 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -160770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160781.562500 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -160781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160789.125000 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -160789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -160792.890625 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -160792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160796.250000 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -160796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -160801.156250 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -160801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -160803.640625 Penalty: 3787.350342
	Iteration 29Q: 3 clusters Score -160803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -160804.078125 Penalty: 3787.350342
	Iteration 30Q: 3 clusters Score -160804.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160804.703125 Penalty: 3787.350342
	Iteration 31Q: 3 clusters Score -160804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160804.703125 Penalty: 3787.350342
	Iteration 32F: 3 clusters Score -160804.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -238294.031250 Penalty: 1990.733276
	Iteration 0F: 2 clusters Score -238294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -234982.718750 Penalty: 3981.466553
	Iteration 0F: 3 clusters Score -234982.7 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -235798.062500 Penalty: 3981.466553
	Iteration 1F: 3 clusters Score -235798.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -236119.578125 Penalty: 3981.466553
	Iteration 2F: 3 clusters Score -236119.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -236423.734375 Penalty: 3981.466553
	Iteration 3F: 3 clusters Score -236423.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -236697.015625 Penalty: 3981.466553
	Iteration 4F: 3 clusters Score -236697 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -236972.406250 Penalty: 3981.466553
	Iteration 5F: 3 clusters Score -236972.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -237207.468750 Penalty: 3981.466553
	Iteration 6F: 3 clusters Score -237207.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -237473.093750 Penalty: 3981.466553
	Iteration 7F: 3 clusters Score -237473.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -237702.546875 Penalty: 3981.466553
	Iteration 8Q: 3 clusters Score -237702.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237840.812500 Penalty: 3981.466553
	Iteration 9Q: 3 clusters Score -237840.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -237890.062500 Penalty: 3981.466553
	Iteration 10Q: 3 clusters Score -237890.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -237914.843750 Penalty: 3981.466553
	Iteration 11Q: 3 clusters Score -237914.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -237931.812500 Penalty: 3981.466553
	Iteration 12Q: 3 clusters Score -237931.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -237937.890625 Penalty: 3981.466553
	Iteration 13Q: 3 clusters Score -237937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -237941.140625 Penalty: 3981.466553
	Iteration 14Q: 3 clusters Score -237941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -237942.937500 Penalty: 3981.466553
	Iteration 15Q: 3 clusters Score -237942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -237942.937500 Penalty: 3981.466553
	Iteration 16F: 3 clusters Score -237942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Entering Unmasked Estep 
Score: -1840082.000000 Penalty: 2468.919434
	Iteration 0F: 2 clusters Score -1840082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1825330.000000 Penalty: 4937.838867
	Iteration 0F: 3 clusters Score -1825330 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1830466.125000 Penalty: 4937.838867
	Iteration 1F: 3 clusters Score -1830466 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1830951.750000 Penalty: 4937.838867
	Iteration 2F: 3 clusters Score -1830952 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1831461.250000 Penalty: 4937.838867
	Iteration 3F: 3 clusters Score -1831461 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1832018.625000 Penalty: 4937.838867
	Iteration 4F: 3 clusters Score -1832019 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1832685.000000 Penalty: 4937.838867
	Iteration 5F: 3 clusters Score -1832685 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1833401.250000 Penalty: 4937.838867
	Iteration 6F: 3 clusters Score -1833401 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1834100.500000 Penalty: 4937.838867
	Iteration 7F: 3 clusters Score -1834100 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1834834.250000 Penalty: 4937.838867
	Iteration 8F: 3 clusters Score -1834834 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1835505.125000 Penalty: 4937.838867
	Iteration 9Q: 3 clusters Score -1835505 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1836038.875000 Penalty: 4937.838867
	Iteration 10Q: 3 clusters Score -1836039 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1836438.625000 Penalty: 4937.838867
	Iteration 11Q: 3 clusters Score -1836439 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -1836739.375000 Penalty: 4937.838867
	Iteration 12Q: 3 clusters Score -1836739 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1837006.500000 Penalty: 4937.838867
	Iteration 13Q: 3 clusters Score -1837006 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1837255.375000 Penalty: 4937.838867
	Iteration 14Q: 3 clusters Score -1837255 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1837469.875000 Penalty: 4937.838867
	Iteration 15Q: 3 clusters Score -1837470 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1837613.750000 Penalty: 4937.838867
	Iteration 16Q: 3 clusters Score -1837614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1837708.625000 Penalty: 4937.838867
	Iteration 17Q: 3 clusters Score -1837709 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -1837782.625000 Penalty: 4937.838867
	Iteration 18Q: 3 clusters Score -1837783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1837849.500000 Penalty: 4937.838867
	Iteration 19Q: 3 clusters Score -1837850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -1837889.125000 Penalty: 4937.838867
	Iteration 20F: 3 clusters Score -1837889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1837914.875000 Penalty: 4937.838867
	Iteration 21Q: 3 clusters Score -1837915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1837934.375000 Penalty: 4937.838867
	Iteration 22Q: 3 clusters Score -1837934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -1837944.750000 Penalty: 4937.838867
	Iteration 23Q: 3 clusters Score -1837945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1837955.500000 Penalty: 4937.838867
	Iteration 24Q: 3 clusters Score -1837956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1837964.625000 Penalty: 4937.838867
	Iteration 25Q: 3 clusters Score -1837965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1837970.000000 Penalty: 4937.838867
	Iteration 26Q: 3 clusters Score -1837970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1837979.125000 Penalty: 4937.838867
	Iteration 27Q: 3 clusters Score -1837979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1837994.250000 Penalty: 4937.838867
	Iteration 28Q: 3 clusters Score -1837994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -1838009.625000 Penalty: 4937.838867
	Iteration 29Q: 3 clusters Score -1838010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -1838016.500000 Penalty: 4937.838867
	Iteration 30Q: 3 clusters Score -1838016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -1838019.500000 Penalty: 4937.838867
	Iteration 31Q: 3 clusters Score -1838020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -1838019.875000 Penalty: 4937.838867
	Iteration 32Q: 3 clusters Score -1838020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -1838022.750000 Penalty: 4937.838867
	Iteration 33Q: 3 clusters Score -1838023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -1838022.750000 Penalty: 4937.838867
	Iteration 34F: 3 clusters Score -1838023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Entering Unmasked Estep 
Score: -1247606.625000 Penalty: 2375.695801
	Iteration 0F: 2 clusters Score -1247607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1237126.000000 Penalty: 4751.391602
	Iteration 0F: 3 clusters Score -1237126 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1240559.125000 Penalty: 4751.391602
	Iteration 1F: 3 clusters Score -1240559 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1241147.250000 Penalty: 4751.391602
	Iteration 2F: 3 clusters Score -1241147 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1241775.250000 Penalty: 4751.391602
	Iteration 3F: 3 clusters Score -1241775 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1242433.625000 Penalty: 4751.391602
	Iteration 4F: 3 clusters Score -1242434 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1243101.750000 Penalty: 4751.391602
	Iteration 5F: 3 clusters Score -1243102 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1243726.875000 Penalty: 4751.391602
	Iteration 6F: 3 clusters Score -1243727 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1244239.625000 Penalty: 4751.391602
	Iteration 7F: 3 clusters Score -1244240 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1244617.125000 Penalty: 4751.391602
	Iteration 8Q: 3 clusters Score -1244617 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1244886.500000 Penalty: 4751.391602
	Iteration 9Q: 3 clusters Score -1244886 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1245090.250000 Penalty: 4751.391602
	Iteration 10Q: 3 clusters Score -1245090 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1245229.000000 Penalty: 4751.391602
	Iteration 11Q: 3 clusters Score -1245229 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1245375.125000 Penalty: 4751.391602
	Iteration 12Q: 3 clusters Score -1245375 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1245499.875000 Penalty: 4751.391602
	Iteration 13Q: 3 clusters Score -1245500 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1245624.875000 Penalty: 4751.391602
	Iteration 14Q: 3 clusters Score -1245625 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1245741.125000 Penalty: 4751.391602
	Iteration 15Q: 3 clusters Score -1245741 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1245848.000000 Penalty: 4751.391602
	Iteration 16Q: 3 clusters Score -1245848 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1245939.500000 Penalty: 4751.391602
	Iteration 17Q: 3 clusters Score -1245940 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1246013.250000 Penalty: 4751.391602
	Iteration 18Q: 3 clusters Score -1246013 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1246098.000000 Penalty: 4751.391602
	Iteration 19Q: 3 clusters Score -1246098 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1246171.625000 Penalty: 4751.391602
	Iteration 20F: 3 clusters Score -1246172 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1246235.125000 Penalty: 4751.391602
	Iteration 21Q: 3 clusters Score -1246235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1246308.375000 Penalty: 4751.391602
	Iteration 22Q: 3 clusters Score -1246308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1246351.125000 Penalty: 4751.391602
	Iteration 23Q: 3 clusters Score -1246351 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1246391.500000 Penalty: 4751.391602
	Iteration 24Q: 3 clusters Score -1246392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1246416.375000 Penalty: 4751.391602
	Iteration 25Q: 3 clusters Score -1246416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1246437.375000 Penalty: 4751.391602
	Iteration 26Q: 3 clusters Score -1246437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1246457.125000 Penalty: 4751.391602
	Iteration 27Q: 3 clusters Score -1246457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1246470.250000 Penalty: 4751.391602
	Iteration 28Q: 3 clusters Score -1246470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1246482.250000 Penalty: 4751.391602
	Iteration 29Q: 3 clusters Score -1246482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1246490.625000 Penalty: 4751.391602
	Iteration 30Q: 3 clusters Score -1246491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1246495.250000 Penalty: 4751.391602
	Iteration 31Q: 3 clusters Score -1246495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1246505.125000 Penalty: 4751.391602
	Iteration 32Q: 3 clusters Score -1246505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1246512.250000 Penalty: 4751.391602
	Iteration 33Q: 3 clusters Score -1246512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1246516.500000 Penalty: 4751.391602
	Iteration 34Q: 3 clusters Score -1246516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1246523.750000 Penalty: 4751.391602
	Iteration 35Q: 3 clusters Score -1246524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1246528.500000 Penalty: 4751.391602
	Iteration 36Q: 3 clusters Score -1246528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1246534.625000 Penalty: 4751.391602
	Iteration 37Q: 3 clusters Score -1246535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1246544.250000 Penalty: 4751.391602
	Iteration 38Q: 3 clusters Score -1246544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1246545.375000 Penalty: 4751.391602
	Iteration 39Q: 3 clusters Score -1246545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1246549.375000 Penalty: 4751.391602
	Iteration 40F: 3 clusters Score -1246549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1246555.250000 Penalty: 4751.391602
	Iteration 41Q: 3 clusters Score -1246555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1246554.000000 Penalty: 4751.391602
	Iteration 42Q: 3 clusters Score -1246554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1246560.125000 Penalty: 4751.391602
	Iteration 43Q: 3 clusters Score -1246560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1246564.875000 Penalty: 4751.391602
	Iteration 44Q: 3 clusters Score -1246565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1246574.000000 Penalty: 4751.391602
	Iteration 45Q: 3 clusters Score -1246574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1246573.250000 Penalty: 4751.391602
	Iteration 46Q: 3 clusters Score -1246573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1246576.500000 Penalty: 4751.391602
	Iteration 47Q: 3 clusters Score -1246576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1246576.500000 Penalty: 4751.391602
	Iteration 48Q: 3 clusters Score -1246576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1246575.000000 Penalty: 4751.391602
	Iteration 49Q: 3 clusters Score -1246575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1246576.375000 Penalty: 4751.391602
	Iteration 50Q: 3 clusters Score -1246576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1246574.750000 Penalty: 4751.391602
	Iteration 51Q: 3 clusters Score -1246575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1246576.625000 Penalty: 4751.391602
	Iteration 52Q: 3 clusters Score -1246577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1246575.625000 Penalty: 4751.391602
	Iteration 53Q: 3 clusters Score -1246576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1246576.500000 Penalty: 4751.391602
	Iteration 54Q: 3 clusters Score -1246576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1246578.125000 Penalty: 4751.391602
	Iteration 55Q: 3 clusters Score -1246578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1246578.125000 Penalty: 4751.391602
	Iteration 56Q: 3 clusters Score -1246578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1246576.125000 Penalty: 4751.391602
	Iteration 57Q: 3 clusters Score -1246576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1246576.125000 Penalty: 4751.391602
	Iteration 58F: 3 clusters Score -1246576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -905625.687500 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -905625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -897631.250000 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -897631.2 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -899936.000000 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -899936 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -900266.000000 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -900266 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -900573.500000 Penalty: 4585.966309
	Iteration 3F: 3 clusters Score -900573.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -900850.625000 Penalty: 4585.966309
	Iteration 4F: 3 clusters Score -900850.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -901184.500000 Penalty: 4585.966309
	Iteration 5Q: 3 clusters Score -901184.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -901615.500000 Penalty: 4585.966309
	Iteration 6F: 3 clusters Score -901615.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -902058.937500 Penalty: 4585.966309
	Iteration 7F: 3 clusters Score -902058.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -902406.875000 Penalty: 4585.966309
	Iteration 8F: 3 clusters Score -902406.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -902693.750000 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -902693.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -902865.687500 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -902865.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -902967.437500 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -902967.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -903043.625000 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -903043.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -903099.062500 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -903099.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -903130.562500 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -903130.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -903164.125000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -903164.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -903195.125000 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -903195.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -903224.250000 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -903224.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -903252.312500 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -903252.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -903270.375000 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -903270.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -903293.437500 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -903293.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -903320.625000 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -903320.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -903358.187500 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -903358.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -903417.562500 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -903417.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -903497.750000 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -903497.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -903582.687500 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -903582.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -903703.187500 Penalty: 4585.966309
	Iteration 26Q: 3 clusters Score -903703.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -903835.750000 Penalty: 4585.966309
	Iteration 27Q: 3 clusters Score -903835.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -903940.000000 Penalty: 4585.966309
	Iteration 28Q: 3 clusters Score -903940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -904003.562500 Penalty: 4585.966309
	Iteration 29Q: 3 clusters Score -904003.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -904051.750000 Penalty: 4585.966309
	Iteration 30Q: 3 clusters Score -904051.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -904102.500000 Penalty: 4585.966309
	Iteration 31Q: 3 clusters Score -904102.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -904138.687500 Penalty: 4585.966309
	Iteration 32Q: 3 clusters Score -904138.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -904155.750000 Penalty: 4585.966309
	Iteration 33Q: 3 clusters Score -904155.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -904168.562500 Penalty: 4585.966309
	Iteration 34Q: 3 clusters Score -904168.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -904172.937500 Penalty: 4585.966309
	Iteration 35Q: 3 clusters Score -904172.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -904174.875000 Penalty: 4585.966309
	Iteration 36Q: 3 clusters Score -904174.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -904178.625000 Penalty: 4585.966309
	Iteration 37Q: 3 clusters Score -904178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -904179.437500 Penalty: 4585.966309
	Iteration 38Q: 3 clusters Score -904179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -904182.312500 Penalty: 4585.966309
	Iteration 39Q: 3 clusters Score -904182.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -904182.500000 Penalty: 4585.966309
	Iteration 40F: 3 clusters Score -904182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -904184.250000 Penalty: 4585.966309
	Iteration 41Q: 3 clusters Score -904184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -904184.625000 Penalty: 4585.966309
	Iteration 42Q: 3 clusters Score -904184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -904184.125000 Penalty: 4585.966309
	Iteration 43Q: 3 clusters Score -904184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -904184.000000 Penalty: 4585.966309
	Iteration 44Q: 3 clusters Score -904184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -904184.812500 Penalty: 4585.966309
	Iteration 45Q: 3 clusters Score -904184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -904185.875000 Penalty: 4585.966309
	Iteration 46Q: 3 clusters Score -904185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -904185.750000 Penalty: 4585.966309
	Iteration 47Q: 3 clusters Score -904185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -904186.687500 Penalty: 4585.966309
	Iteration 48Q: 3 clusters Score -904186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -904186.687500 Penalty: 4585.966309
	Iteration 49F: 3 clusters Score -904186.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Entering Unmasked Estep 
Score: -1251025.500000 Penalty: 2370.567871
	Iteration 0F: 2 clusters Score -1251026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1240651.250000 Penalty: 4741.135742
	Iteration 0F: 3 clusters Score -1240651 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1243832.500000 Penalty: 4741.135742
	Iteration 1F: 3 clusters Score -1243832 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1244172.125000 Penalty: 4741.135742
	Iteration 2F: 3 clusters Score -1244172 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1244430.125000 Penalty: 4741.135742
	Iteration 3Q: 3 clusters Score -1244430 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1244640.625000 Penalty: 4741.135742
	Iteration 4Q: 3 clusters Score -1244641 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1244830.750000 Penalty: 4741.135742
	Iteration 5Q: 3 clusters Score -1244831 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1245031.375000 Penalty: 4741.135742
	Iteration 6Q: 3 clusters Score -1245031 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1245275.125000 Penalty: 4741.135742
	Iteration 7Q: 3 clusters Score -1245275 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1245592.000000 Penalty: 4741.135742
	Iteration 8Q: 3 clusters Score -1245592 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1245906.500000 Penalty: 4741.135742
	Iteration 9Q: 3 clusters Score -1245906 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1246253.875000 Penalty: 4741.135742
	Iteration 10Q: 3 clusters Score -1246254 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1246649.500000 Penalty: 4741.135742
	Iteration 11Q: 3 clusters Score -1246650 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1247014.375000 Penalty: 4741.135742
	Iteration 12Q: 3 clusters Score -1247014 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1247368.750000 Penalty: 4741.135742
	Iteration 13Q: 3 clusters Score -1247369 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1247695.500000 Penalty: 4741.135742
	Iteration 14Q: 3 clusters Score -1247696 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1247959.375000 Penalty: 4741.135742
	Iteration 15Q: 3 clusters Score -1247959 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1248156.500000 Penalty: 4741.135742
	Iteration 16Q: 3 clusters Score -1248156 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1248319.125000 Penalty: 4741.135742
	Iteration 17Q: 3 clusters Score -1248319 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1248456.250000 Penalty: 4741.135742
	Iteration 18Q: 3 clusters Score -1248456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1248575.875000 Penalty: 4741.135742
	Iteration 19Q: 3 clusters Score -1248576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1248672.250000 Penalty: 4741.135742
	Iteration 20F: 3 clusters Score -1248672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1248754.250000 Penalty: 4741.135742
	Iteration 21Q: 3 clusters Score -1248754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1248811.750000 Penalty: 4741.135742
	Iteration 22Q: 3 clusters Score -1248812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1248837.000000 Penalty: 4741.135742
	Iteration 23Q: 3 clusters Score -1248837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1248861.375000 Penalty: 4741.135742
	Iteration 24Q: 3 clusters Score -1248861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1248884.625000 Penalty: 4741.135742
	Iteration 25Q: 3 clusters Score -1248885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1248896.250000 Penalty: 4741.135742
	Iteration 26Q: 3 clusters Score -1248896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1248898.875000 Penalty: 4741.135742
	Iteration 27Q: 3 clusters Score -1248899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1248904.625000 Penalty: 4741.135742
	Iteration 28Q: 3 clusters Score -1248905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1248908.000000 Penalty: 4741.135742
	Iteration 29Q: 3 clusters Score -1248908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1248914.000000 Penalty: 4741.135742
	Iteration 30Q: 3 clusters Score -1248914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1248919.500000 Penalty: 4741.135742
	Iteration 31Q: 3 clusters Score -1248920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1248923.125000 Penalty: 4741.135742
	Iteration 32Q: 3 clusters Score -1248923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1248931.000000 Penalty: 4741.135742
	Iteration 33Q: 3 clusters Score -1248931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1248942.125000 Penalty: 4741.135742
	Iteration 34Q: 3 clusters Score -1248942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1248950.125000 Penalty: 4741.135742
	Iteration 35Q: 3 clusters Score -1248950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1248953.625000 Penalty: 4741.135742
	Iteration 36Q: 3 clusters Score -1248954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1248953.500000 Penalty: 4741.135742
	Iteration 37Q: 3 clusters Score -1248954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1248956.875000 Penalty: 4741.135742
	Iteration 38Q: 3 clusters Score -1248957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1248959.625000 Penalty: 4741.135742
	Iteration 39Q: 3 clusters Score -1248960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1248965.625000 Penalty: 4741.135742
	Iteration 40F: 3 clusters Score -1248966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1248969.000000 Penalty: 4741.135742
	Iteration 41Q: 3 clusters Score -1248969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1248969.125000 Penalty: 4741.135742
	Iteration 42Q: 3 clusters Score -1248969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1248968.750000 Penalty: 4741.135742
	Iteration 43Q: 3 clusters Score -1248969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1248971.500000 Penalty: 4741.135742
	Iteration 44Q: 3 clusters Score -1248972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1248971.500000 Penalty: 4741.135742
	Iteration 45Q: 3 clusters Score -1248972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1248973.375000 Penalty: 4741.135742
	Iteration 46Q: 3 clusters Score -1248973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1248973.375000 Penalty: 4741.135742
	Iteration 47F: 3 clusters Score -1248973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -1105795.750000 Penalty: 2349.783203
	Iteration 0F: 2 clusters Score -1105796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1096238.625000 Penalty: 4699.566406
	Iteration 0F: 3 clusters Score -1096239 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1099135.500000 Penalty: 4699.566406
	Iteration 1F: 3 clusters Score -1099136 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1099459.500000 Penalty: 4699.566406
	Iteration 2F: 3 clusters Score -1099460 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1099724.875000 Penalty: 4699.566406
	Iteration 3Q: 3 clusters Score -1099725 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1100010.375000 Penalty: 4699.566406
	Iteration 4Q: 3 clusters Score -1100010 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1100302.625000 Penalty: 4699.566406
	Iteration 5Q: 3 clusters Score -1100303 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1100605.000000 Penalty: 4699.566406
	Iteration 6Q: 3 clusters Score -1100605 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1100966.875000 Penalty: 4699.566406
	Iteration 7Q: 3 clusters Score -1100967 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1101360.625000 Penalty: 4699.566406
	Iteration 8Q: 3 clusters Score -1101361 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1101793.250000 Penalty: 4699.566406
	Iteration 9Q: 3 clusters Score -1101793 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1102237.750000 Penalty: 4699.566406
	Iteration 10Q: 3 clusters Score -1102238 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1102625.000000 Penalty: 4699.566406
	Iteration 11Q: 3 clusters Score -1102625 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1102905.375000 Penalty: 4699.566406
	Iteration 12Q: 3 clusters Score -1102905 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1103085.375000 Penalty: 4699.566406
	Iteration 13Q: 3 clusters Score -1103085 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1103208.625000 Penalty: 4699.566406
	Iteration 14Q: 3 clusters Score -1103209 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1103302.000000 Penalty: 4699.566406
	Iteration 15Q: 3 clusters Score -1103302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1103380.000000 Penalty: 4699.566406
	Iteration 16Q: 3 clusters Score -1103380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1103441.375000 Penalty: 4699.566406
	Iteration 17Q: 3 clusters Score -1103441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1103481.500000 Penalty: 4699.566406
	Iteration 18Q: 3 clusters Score -1103482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1103518.500000 Penalty: 4699.566406
	Iteration 19Q: 3 clusters Score -1103518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1103546.375000 Penalty: 4699.566406
	Iteration 20F: 3 clusters Score -1103546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1103566.750000 Penalty: 4699.566406
	Iteration 21Q: 3 clusters Score -1103567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1103581.750000 Penalty: 4699.566406
	Iteration 22Q: 3 clusters Score -1103582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1103590.500000 Penalty: 4699.566406
	Iteration 23Q: 3 clusters Score -1103590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1103596.750000 Penalty: 4699.566406
	Iteration 24Q: 3 clusters Score -1103597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1103608.250000 Penalty: 4699.566406
	Iteration 25Q: 3 clusters Score -1103608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1103619.000000 Penalty: 4699.566406
	Iteration 26Q: 3 clusters Score -1103619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1103621.250000 Penalty: 4699.566406
	Iteration 27Q: 3 clusters Score -1103621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1103626.375000 Penalty: 4699.566406
	Iteration 28Q: 3 clusters Score -1103626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1103630.125000 Penalty: 4699.566406
	Iteration 29Q: 3 clusters Score -1103630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1103633.000000 Penalty: 4699.566406
	Iteration 30Q: 3 clusters Score -1103633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1103638.000000 Penalty: 4699.566406
	Iteration 31Q: 3 clusters Score -1103638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1103643.250000 Penalty: 4699.566406
	Iteration 32Q: 3 clusters Score -1103643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1103650.500000 Penalty: 4699.566406
	Iteration 33Q: 3 clusters Score -1103650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1103659.500000 Penalty: 4699.566406
	Iteration 34Q: 3 clusters Score -1103660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1103666.750000 Penalty: 4699.566406
	Iteration 35Q: 3 clusters Score -1103667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1103667.250000 Penalty: 4699.566406
	Iteration 36Q: 3 clusters Score -1103667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1103674.125000 Penalty: 4699.566406
	Iteration 37Q: 3 clusters Score -1103674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1103680.375000 Penalty: 4699.566406
	Iteration 38Q: 3 clusters Score -1103680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1103685.000000 Penalty: 4699.566406
	Iteration 39Q: 3 clusters Score -1103685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1103692.000000 Penalty: 4699.566406
	Iteration 40F: 3 clusters Score -1103692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1103701.375000 Penalty: 4699.566406
	Iteration 41Q: 3 clusters Score -1103701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1103706.625000 Penalty: 4699.566406
	Iteration 42Q: 3 clusters Score -1103707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1103712.500000 Penalty: 4699.566406
	Iteration 43Q: 3 clusters Score -1103712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1103715.250000 Penalty: 4699.566406
	Iteration 44Q: 3 clusters Score -1103715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1103722.875000 Penalty: 4699.566406
	Iteration 45Q: 3 clusters Score -1103723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1103729.500000 Penalty: 4699.566406
	Iteration 46Q: 3 clusters Score -1103730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1103733.250000 Penalty: 4699.566406
	Iteration 47Q: 3 clusters Score -1103733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1103738.625000 Penalty: 4699.566406
	Iteration 48Q: 3 clusters Score -1103739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1103739.625000 Penalty: 4699.566406
	Iteration 49Q: 3 clusters Score -1103740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1103743.125000 Penalty: 4699.566406
	Iteration 50Q: 3 clusters Score -1103743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1103744.750000 Penalty: 4699.566406
	Iteration 51Q: 3 clusters Score -1103745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1103745.375000 Penalty: 4699.566406
	Iteration 52Q: 3 clusters Score -1103745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1103745.375000 Penalty: 4699.566406
	Iteration 53F: 3 clusters Score -1103745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -585803.437500 Penalty: 2204.069336
	Iteration 0F: 2 clusters Score -585803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -579903.875000 Penalty: 4408.138672
	Iteration 0F: 3 clusters Score -579903.9 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -581581.562500 Penalty: 4408.138672
	Iteration 1F: 3 clusters Score -581581.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -581898.000000 Penalty: 4408.138672
	Iteration 2F: 3 clusters Score -581898 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -582143.625000 Penalty: 4408.138672
	Iteration 3F: 3 clusters Score -582143.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -582338.062500 Penalty: 4408.138672
	Iteration 4Q: 3 clusters Score -582338.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -582480.500000 Penalty: 4408.138672
	Iteration 5Q: 3 clusters Score -582480.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -582614.750000 Penalty: 4408.138672
	Iteration 6Q: 3 clusters Score -582614.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -582746.812500 Penalty: 4408.138672
	Iteration 7Q: 3 clusters Score -582746.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -582864.875000 Penalty: 4408.138672
	Iteration 8Q: 3 clusters Score -582864.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -582956.062500 Penalty: 4408.138672
	Iteration 9Q: 3 clusters Score -582956.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -583040.812500 Penalty: 4408.138672
	Iteration 10Q: 3 clusters Score -583040.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -583120.500000 Penalty: 4408.138672
	Iteration 11Q: 3 clusters Score -583120.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -583191.750000 Penalty: 4408.138672
	Iteration 12Q: 3 clusters Score -583191.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -583256.562500 Penalty: 4408.138672
	Iteration 13Q: 3 clusters Score -583256.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -583317.250000 Penalty: 4408.138672
	Iteration 14Q: 3 clusters Score -583317.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -583381.625000 Penalty: 4408.138672
	Iteration 15Q: 3 clusters Score -583381.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -583435.562500 Penalty: 4408.138672
	Iteration 16Q: 3 clusters Score -583435.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -583491.750000 Penalty: 4408.138672
	Iteration 17Q: 3 clusters Score -583491.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -583545.375000 Penalty: 4408.138672
	Iteration 18Q: 3 clusters Score -583545.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -583597.562500 Penalty: 4408.138672
	Iteration 19Q: 3 clusters Score -583597.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -583637.875000 Penalty: 4408.138672
	Iteration 20F: 3 clusters Score -583637.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -583679.250000 Penalty: 4408.138672
	Iteration 21Q: 3 clusters Score -583679.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -583722.187500 Penalty: 4408.138672
	Iteration 22Q: 3 clusters Score -583722.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -583766.812500 Penalty: 4408.138672
	Iteration 23Q: 3 clusters Score -583766.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -583797.187500 Penalty: 4408.138672
	Iteration 24Q: 3 clusters Score -583797.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -583824.562500 Penalty: 4408.138672
	Iteration 25Q: 3 clusters Score -583824.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -583846.250000 Penalty: 4408.138672
	Iteration 26Q: 3 clusters Score -583846.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -583868.250000 Penalty: 4408.138672
	Iteration 27Q: 3 clusters Score -583868.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -583883.000000 Penalty: 4408.138672
	Iteration 28Q: 3 clusters Score -583883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -583894.625000 Penalty: 4408.138672
	Iteration 29Q: 3 clusters Score -583894.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -583907.187500 Penalty: 4408.138672
	Iteration 30Q: 3 clusters Score -583907.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -583918.062500 Penalty: 4408.138672
	Iteration 31Q: 3 clusters Score -583918.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -583928.812500 Penalty: 4408.138672
	Iteration 32Q: 3 clusters Score -583928.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -583936.625000 Penalty: 4408.138672
	Iteration 33Q: 3 clusters Score -583936.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -583943.187500 Penalty: 4408.138672
	Iteration 34Q: 3 clusters Score -583943.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -583950.500000 Penalty: 4408.138672
	Iteration 35Q: 3 clusters Score -583950.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -583955.812500 Penalty: 4408.138672
	Iteration 36Q: 3 clusters Score -583955.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -583962.125000 Penalty: 4408.138672
	Iteration 37Q: 3 clusters Score -583962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -583964.125000 Penalty: 4408.138672
	Iteration 38Q: 3 clusters Score -583964.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -583966.375000 Penalty: 4408.138672
	Iteration 39Q: 3 clusters Score -583966.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -583972.937500 Penalty: 4408.138672
	Iteration 40F: 3 clusters Score -583972.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -583975.062500 Penalty: 4408.138672
	Iteration 41Q: 3 clusters Score -583975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -583979.375000 Penalty: 4408.138672
	Iteration 42Q: 3 clusters Score -583979.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -583983.500000 Penalty: 4408.138672
	Iteration 43Q: 3 clusters Score -583983.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -583988.937500 Penalty: 4408.138672
	Iteration 44Q: 3 clusters Score -583988.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -583994.000000 Penalty: 4408.138672
	Iteration 45Q: 3 clusters Score -583994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -583997.625000 Penalty: 4408.138672
	Iteration 46Q: 3 clusters Score -583997.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -584000.625000 Penalty: 4408.138672
	Iteration 47Q: 3 clusters Score -584000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -584001.375000 Penalty: 4408.138672
	Iteration 48Q: 3 clusters Score -584001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -584005.187500 Penalty: 4408.138672
	Iteration 49Q: 3 clusters Score -584005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -584008.625000 Penalty: 4408.138672
	Iteration 50Q: 3 clusters Score -584008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -584009.812500 Penalty: 4408.138672
	Iteration 51Q: 3 clusters Score -584009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -584011.625000 Penalty: 4408.138672
	Iteration 52Q: 3 clusters Score -584011.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -584013.312500 Penalty: 4408.138672
	Iteration 53Q: 3 clusters Score -584013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -584015.000000 Penalty: 4408.138672
	Iteration 54Q: 3 clusters Score -584015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -584016.062500 Penalty: 4408.138672
	Iteration 55Q: 3 clusters Score -584016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -584016.937500 Penalty: 4408.138672
	Iteration 56Q: 3 clusters Score -584016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -584018.312500 Penalty: 4408.138672
	Iteration 57Q: 3 clusters Score -584018.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -584021.500000 Penalty: 4408.138672
	Iteration 58Q: 3 clusters Score -584021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -584022.750000 Penalty: 4408.138672
	Iteration 59Q: 3 clusters Score -584022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -584025.875000 Penalty: 4408.138672
	Iteration 60F: 3 clusters Score -584025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -584025.250000 Penalty: 4408.138672
	Iteration 61Q: 3 clusters Score -584025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -584027.187500 Penalty: 4408.138672
	Iteration 62Q: 3 clusters Score -584027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -584027.687500 Penalty: 4408.138672
	Iteration 63Q: 3 clusters Score -584027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -584027.687500 Penalty: 4408.138672
	Iteration 64F: 3 clusters Score -584027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -280061.062500 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -280061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -276552.343750 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -276552.3 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -277272.000000 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -277272 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -277464.000000 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -277464 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -277619.875000 Penalty: 4028.990479
	Iteration 3F: 3 clusters Score -277619.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -277783.906250 Penalty: 4028.990479
	Iteration 4Q: 3 clusters Score -277783.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -277974.625000 Penalty: 4028.990479
	Iteration 5F: 3 clusters Score -277974.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -278244.750000 Penalty: 4028.990479
	Iteration 6Q: 3 clusters Score -278244.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -278817.250000 Penalty: 4028.990479
	Iteration 7F: 3 clusters Score -278817.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -279483.718750 Penalty: 4028.990479
	Iteration 8F: 3 clusters Score -279483.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -280079.937500 Penalty: 4028.990479
	Iteration 9F: 3 clusters Score -280079.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -280576.656250 Penalty: 4028.990479
	Iteration 10F: 3 clusters Score -280576.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -280792.250000 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -280792.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -280913.437500 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -280913.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -280954.531250 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -280954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -280957.781250 Penalty: 4028.990479
	Iteration 14Q: 3 clusters Score -280957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 15Q: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 16F: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4485 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26122 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33241 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 954 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 2417 members 
Entering Unmasked Estep 
Score: -113006872.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113007432.000000 to -113006872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -260271.421875 Penalty: 1993.711182
	Iteration 0F: 2 clusters Score -260271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -256962.859375 Penalty: 3987.422363
	Iteration 0F: 3 clusters Score -256962.9 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -257668.937500 Penalty: 3987.422363
	Iteration 1F: 3 clusters Score -257668.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -257911.250000 Penalty: 3987.422363
	Iteration 2F: 3 clusters Score -257911.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -258071.515625 Penalty: 3987.422363
	Iteration 3F: 3 clusters Score -258071.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258205.781250 Penalty: 3987.422363
	Iteration 4Q: 3 clusters Score -258205.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -258330.265625 Penalty: 3987.422363
	Iteration 5Q: 3 clusters Score -258330.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -258439.593750 Penalty: 3987.422363
	Iteration 6Q: 3 clusters Score -258439.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -258562.437500 Penalty: 3987.422363
	Iteration 7Q: 3 clusters Score -258562.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -258678.234375 Penalty: 3987.422363
	Iteration 8Q: 3 clusters Score -258678.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -258760.968750 Penalty: 3987.422363
	Iteration 9Q: 3 clusters Score -258761 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -258830.921875 Penalty: 3987.422363
	Iteration 10Q: 3 clusters Score -258830.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -258892.250000 Penalty: 3987.422363
	Iteration 11Q: 3 clusters Score -258892.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -258938.250000 Penalty: 3987.422363
	Iteration 12Q: 3 clusters Score -258938.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -258967.531250 Penalty: 3987.422363
	Iteration 13Q: 3 clusters Score -258967.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -258986.625000 Penalty: 3987.422363
	Iteration 14Q: 3 clusters Score -258986.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -259003.734375 Penalty: 3987.422363
	Iteration 15Q: 3 clusters Score -259003.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -259016.562500 Penalty: 3987.422363
	Iteration 16Q: 3 clusters Score -259016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -259027.171875 Penalty: 3987.422363
	Iteration 17Q: 3 clusters Score -259027.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -259038.406250 Penalty: 3987.422363
	Iteration 18Q: 3 clusters Score -259038.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -259049.156250 Penalty: 3987.422363
	Iteration 19Q: 3 clusters Score -259049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -259052.687500 Penalty: 3987.422363
	Iteration 20F: 3 clusters Score -259052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -259055.343750 Penalty: 3987.422363
	Iteration 21Q: 3 clusters Score -259055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -259056.875000 Penalty: 3987.422363
	Iteration 22Q: 3 clusters Score -259056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -259058.328125 Penalty: 3987.422363
	Iteration 23Q: 3 clusters Score -259058.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -259061.812500 Penalty: 3987.422363
	Iteration 24Q: 3 clusters Score -259061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -259063.984375 Penalty: 3987.422363
	Iteration 25Q: 3 clusters Score -259064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -259069.140625 Penalty: 3987.422363
	Iteration 26Q: 3 clusters Score -259069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -259071.218750 Penalty: 3987.422363
	Iteration 27Q: 3 clusters Score -259071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -259072.765625 Penalty: 3987.422363
	Iteration 28Q: 3 clusters Score -259072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -259072.765625 Penalty: 3987.422363
	Iteration 29F: 3 clusters Score -259072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70570.625000 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70570.62 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -70877.921875 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70877.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70979.890625 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -70979.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71059.507812 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -71059.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71108.218750 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -71108.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71160.500000 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -71160.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71226.632812 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -71226.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71317.156250 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -71317.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71445.468750 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -71445.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71556.632812 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -71556.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71652.765625 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -71652.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71741.640625 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -71741.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71811.843750 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -71811.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -71878.132812 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -71878.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71901.929688 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -71901.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71925.625000 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -71925.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -71952.359375 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -71952.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72013.023438 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -72013.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72046.453125 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -72046.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72060.703125 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -72060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72108.734375 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -72108.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72152.281250 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -72152.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72164.273438 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -72164.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72171.070312 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -72171.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72171.070312 Penalty: 3376.187500
	Iteration 24F: 3 clusters Score -72171.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -566426.062500 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -566426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -560848.750000 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -560848.8 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -562311.500000 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -562311.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -562543.625000 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -562543.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -562694.125000 Penalty: 4371.391602
	Iteration 3Q: 3 clusters Score -562694.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -562799.750000 Penalty: 4371.391602
	Iteration 4Q: 3 clusters Score -562799.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -562886.500000 Penalty: 4371.391602
	Iteration 5Q: 3 clusters Score -562886.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -562962.375000 Penalty: 4371.391602
	Iteration 6Q: 3 clusters Score -562962.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -563034.812500 Penalty: 4371.391602
	Iteration 7Q: 3 clusters Score -563034.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -563114.625000 Penalty: 4371.391602
	Iteration 8Q: 3 clusters Score -563114.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -563175.625000 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -563175.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -563225.375000 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -563225.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -563272.937500 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -563272.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -563313.687500 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -563313.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -563357.375000 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -563357.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -563409.250000 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -563409.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -563460.000000 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -563460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -563520.625000 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -563520.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -563592.500000 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -563592.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -563667.625000 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -563667.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -563753.125000 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -563753.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -563836.125000 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -563836.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -563927.500000 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -563927.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -564007.500000 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -564007.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -564074.375000 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -564074.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -564130.062500 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -564130.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -564183.750000 Penalty: 4371.391602
	Iteration 25Q: 3 clusters Score -564183.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -564233.062500 Penalty: 4371.391602
	Iteration 26Q: 3 clusters Score -564233.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -564283.500000 Penalty: 4371.391602
	Iteration 27Q: 3 clusters Score -564283.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -564327.812500 Penalty: 4371.391602
	Iteration 28Q: 3 clusters Score -564327.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -564366.875000 Penalty: 4371.391602
	Iteration 29Q: 3 clusters Score -564366.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -564399.625000 Penalty: 4371.391602
	Iteration 30Q: 3 clusters Score -564399.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -564433.875000 Penalty: 4371.391602
	Iteration 31Q: 3 clusters Score -564433.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -564469.875000 Penalty: 4371.391602
	Iteration 32Q: 3 clusters Score -564469.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -564498.875000 Penalty: 4371.391602
	Iteration 33Q: 3 clusters Score -564498.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -564523.187500 Penalty: 4371.391602
	Iteration 34Q: 3 clusters Score -564523.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -564542.312500 Penalty: 4371.391602
	Iteration 35Q: 3 clusters Score -564542.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -564556.062500 Penalty: 4371.391602
	Iteration 36Q: 3 clusters Score -564556.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -564565.250000 Penalty: 4371.391602
	Iteration 37Q: 3 clusters Score -564565.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -564578.062500 Penalty: 4371.391602
	Iteration 38Q: 3 clusters Score -564578.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -564594.062500 Penalty: 4371.391602
	Iteration 39Q: 3 clusters Score -564594.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -564606.750000 Penalty: 4371.391602
	Iteration 40F: 3 clusters Score -564606.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -564624.187500 Penalty: 4371.391602
	Iteration 41Q: 3 clusters Score -564624.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -564639.812500 Penalty: 4371.391602
	Iteration 42Q: 3 clusters Score -564639.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -564657.750000 Penalty: 4371.391602
	Iteration 43Q: 3 clusters Score -564657.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -564675.812500 Penalty: 4371.391602
	Iteration 44Q: 3 clusters Score -564675.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -564697.062500 Penalty: 4371.391602
	Iteration 45Q: 3 clusters Score -564697.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -564716.812500 Penalty: 4371.391602
	Iteration 46Q: 3 clusters Score -564716.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -564740.812500 Penalty: 4371.391602
	Iteration 47Q: 3 clusters Score -564740.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -564761.437500 Penalty: 4371.391602
	Iteration 48Q: 3 clusters Score -564761.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -564774.062500 Penalty: 4371.391602
	Iteration 49Q: 3 clusters Score -564774.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -564791.062500 Penalty: 4371.391602
	Iteration 50Q: 3 clusters Score -564791.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -564802.125000 Penalty: 4371.391602
	Iteration 51Q: 3 clusters Score -564802.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -564812.250000 Penalty: 4371.391602
	Iteration 52Q: 3 clusters Score -564812.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -564821.937500 Penalty: 4371.391602
	Iteration 53Q: 3 clusters Score -564821.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -564832.375000 Penalty: 4371.391602
	Iteration 54Q: 3 clusters Score -564832.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -564838.000000 Penalty: 4371.391602
	Iteration 55Q: 3 clusters Score -564838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -564842.812500 Penalty: 4371.391602
	Iteration 56Q: 3 clusters Score -564842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -564847.250000 Penalty: 4371.391602
	Iteration 57Q: 3 clusters Score -564847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -564847.875000 Penalty: 4371.391602
	Iteration 58Q: 3 clusters Score -564847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -564851.875000 Penalty: 4371.391602
	Iteration 59Q: 3 clusters Score -564851.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -564853.250000 Penalty: 4371.391602
	Iteration 60F: 3 clusters Score -564853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -564855.937500 Penalty: 4371.391602
	Iteration 61Q: 3 clusters Score -564855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -564857.562500 Penalty: 4371.391602
	Iteration 62Q: 3 clusters Score -564857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -564859.812500 Penalty: 4371.391602
	Iteration 63Q: 3 clusters Score -564859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -564861.375000 Penalty: 4371.391602
	Iteration 64Q: 3 clusters Score -564861.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -564863.375000 Penalty: 4371.391602
	Iteration 65Q: 3 clusters Score -564863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -564865.625000 Penalty: 4371.391602
	Iteration 66Q: 3 clusters Score -564865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -564868.312500 Penalty: 4371.391602
	Iteration 67Q: 3 clusters Score -564868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -564869.000000 Penalty: 4371.391602
	Iteration 68Q: 3 clusters Score -564869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -564873.875000 Penalty: 4371.391602
	Iteration 69Q: 3 clusters Score -564873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -564874.375000 Penalty: 4371.391602
	Iteration 70Q: 3 clusters Score -564874.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -564875.187500 Penalty: 4371.391602
	Iteration 71Q: 3 clusters Score -564875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -564876.062500 Penalty: 4371.391602
	Iteration 72Q: 3 clusters Score -564876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -564879.062500 Penalty: 4371.391602
	Iteration 73Q: 3 clusters Score -564879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -564878.687500 Penalty: 4371.391602
	Iteration 74Q: 3 clusters Score -564878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -564882.375000 Penalty: 4371.391602
	Iteration 75Q: 3 clusters Score -564882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -564883.000000 Penalty: 4371.391602
	Iteration 76Q: 3 clusters Score -564883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -564884.312500 Penalty: 4371.391602
	Iteration 77Q: 3 clusters Score -564884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -564886.375000 Penalty: 4371.391602
	Iteration 78Q: 3 clusters Score -564886.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -564888.500000 Penalty: 4371.391602
	Iteration 79Q: 3 clusters Score -564888.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -564889.812500 Penalty: 4371.391602
	Iteration 80F: 3 clusters Score -564889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -564893.562500 Penalty: 4371.391602
	Iteration 81Q: 3 clusters Score -564893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -564894.250000 Penalty: 4371.391602
	Iteration 82Q: 3 clusters Score -564894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -564897.500000 Penalty: 4371.391602
	Iteration 83Q: 3 clusters Score -564897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -564898.750000 Penalty: 4371.391602
	Iteration 84Q: 3 clusters Score -564898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -564898.750000 Penalty: 4371.391602
	Iteration 85F: 3 clusters Score -564898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -262387.468750 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -262387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -259004.187500 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -259004.2 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -259717.203125 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -259717.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -259917.312500 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -259917.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -260044.546875 Penalty: 3995.515625
	Iteration 3F: 3 clusters Score -260044.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -260155.203125 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -260155.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -260254.046875 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -260254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -260358.609375 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -260358.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -260446.546875 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -260446.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -260546.109375 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -260546.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -260631.890625 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -260631.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -260703.640625 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -260703.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -260759.093750 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -260759.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -260813.375000 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -260813.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -260856.171875 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -260856.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -260886.093750 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -260886.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -260912.500000 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -260912.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -260927.843750 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -260927.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -260940.453125 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -260940.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -260956.437500 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -260956.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -260965.781250 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -260965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -260972.328125 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -260972.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -260977.734375 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -260977.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -260986.859375 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -260986.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -260989.625000 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -260989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -260993.203125 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -260993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -260996.781250 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -260996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -260999.109375 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -260999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -261001.062500 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -261001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -261001.859375 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -261001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -261002.515625 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -261002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -261002.890625 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -261002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -261002.890625 Penalty: 3995.515625
	Iteration 31F: 3 clusters Score -261002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4485 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26122 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33241 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14464 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13029 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007528.000000 Penalty: 136387.296875
Iteration 319Q: 40 clusters Score -1.130075e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412910 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6597 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26119 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33236 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14463 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13030 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6723 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007544.000000 Penalty: 136387.296875
Iteration 320F: 40 clusters Score -1.130075e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7096 members 
Mstep: Class 8 contains 412910 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4482 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25995 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26119 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33234 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21065 members 
Mstep: Class 30 contains 14462 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13031 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6724 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007496.000000 Penalty: 136387.296875
Iteration 321Q: 40 clusters Score -1.130075e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7095 members 
Mstep: Class 8 contains 412910 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8248 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4938 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7567 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25995 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 329113 members 
Mstep: Class 23 contains 26114 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33229 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21065 members 
Mstep: Class 30 contains 14466 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13032 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6727 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007560.000000 Penalty: 136387.296875
Iteration 322Q: 40 clusters Score -1.130076e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7090 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8246 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 4940 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 6615 members 
Mstep: Class 22 contains 329112 members 
Mstep: Class 23 contains 26111 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33224 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14467 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13036 members 
Mstep: Class 34 contains 7240 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6733 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007608.000000 Penalty: 136387.296875
Iteration 323Q: 40 clusters Score -1.130076e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7088 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8245 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 6620 members 
Mstep: Class 22 contains 329110 members 
Mstep: Class 23 contains 26105 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33218 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14471 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7236 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3101 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6738 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007496.000000 Penalty: 136387.296875
Iteration 324Q: 40 clusters Score -1.130075e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7089 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8246 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25995 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 26098 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33219 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14471 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3103 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6741 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007496.000000 Penalty: 136387.296875
Iteration 325Q: 40 clusters Score -1.130075e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 6107 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7089 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8245 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 10802 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16886 members 
Mstep: Class 18 contains 25993 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 6639 members 
Mstep: Class 22 contains 329102 members 
Mstep: Class 23 contains 26084 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33214 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14472 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7232 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3105 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6743 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007488.000000 Penalty: 136387.296875
Iteration 326Q: 40 clusters Score -1.130075e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 5802 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25995 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6647 members 
Mstep: Class 22 contains 329097 members 
Mstep: Class 23 contains 26079 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33210 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21068 members 
Mstep: Class 30 contains 14472 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3108 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6747 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007472.000000 Penalty: 136387.296875
Iteration 327Q: 40 clusters Score -1.130075e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4941 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 26074 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33204 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21069 members 
Mstep: Class 30 contains 14475 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7231 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3109 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6751 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007448.000000 Penalty: 136387.296875
Iteration 328Q: 40 clusters Score -1.130074e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412898 members 
Mstep: Class 9 contains 8455 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4942 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 22 contains 329097 members 
Mstep: Class 23 contains 26064 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33197 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14475 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 7229 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3112 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6758 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007432.000000 Penalty: 136387.296875
Iteration 329Q: 40 clusters Score -1.130074e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 412898 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 10801 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 329096 members 
Mstep: Class 23 contains 26056 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33187 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 7228 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3114 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6768 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007480.000000 Penalty: 136387.296875
Iteration 330Q: 40 clusters Score -1.130075e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7088 members 
Mstep: Class 8 contains 412898 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25987 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 329096 members 
Mstep: Class 23 contains 26053 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33182 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7229 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3116 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6780 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007552.000000 Penalty: 136387.296875
Iteration 331Q: 40 clusters Score -1.130076e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 6109 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14811 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 412898 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4480 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5804 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 26051 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33177 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21065 members 
Mstep: Class 30 contains 14478 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7228 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3118 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007576.000000 Penalty: 136387.296875
Iteration 332Q: 40 clusters Score -1.130076e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 101629 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14810 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 412894 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5804 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6676 members 
Mstep: Class 22 contains 329085 members 
Mstep: Class 23 contains 26048 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33177 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21065 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7228 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3118 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007536.000000 Penalty: 136387.296875
Iteration 333Q: 40 clusters Score -1.130075e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 6113 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 412896 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5804 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6679 members 
Mstep: Class 22 contains 329084 members 
Mstep: Class 23 contains 26044 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33175 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7227 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6802 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007504.000000 Penalty: 136387.296875
Iteration 334Q: 40 clusters Score -1.130075e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25989 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 6683 members 
Mstep: Class 22 contains 329082 members 
Mstep: Class 23 contains 26041 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33165 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 7227 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007488.000000 Penalty: 136387.296875
Iteration 335Q: 40 clusters Score -1.130075e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8243 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4485 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25990 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6689 members 
Mstep: Class 22 contains 329082 members 
Mstep: Class 23 contains 26037 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33161 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 7224 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6804 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007472.000000 Penalty: 136387.296875
Iteration 336Q: 40 clusters Score -1.130075e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 329082 members 
Mstep: Class 23 contains 26036 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33159 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7221 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007488.000000 Penalty: 136387.296875
Iteration 337Q: 40 clusters Score -1.130075e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25992 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 329083 members 
Mstep: Class 23 contains 26036 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33157 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7219 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007432.000000 Penalty: 136387.296875
Iteration 338Q: 40 clusters Score -1.130074e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25991 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 329084 members 
Mstep: Class 23 contains 26034 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33155 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7214 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007472.000000 Penalty: 136387.296875
Iteration 339Q: 40 clusters Score -1.130075e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5804 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6711 members 
Mstep: Class 22 contains 329084 members 
Mstep: Class 23 contains 26032 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33151 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13046 members 
Mstep: Class 34 contains 7215 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007456.000000 Penalty: 136387.296875
Iteration 340F: 40 clusters Score -1.130075e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25984 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 329082 members 
Mstep: Class 23 contains 26030 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33149 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7214 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007448.000000 Penalty: 136387.296875
Iteration 341Q: 40 clusters Score -1.130074e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25981 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6723 members 
Mstep: Class 22 contains 329084 members 
Mstep: Class 23 contains 26028 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33148 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7213 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007448.000000 Penalty: 136387.296875
Iteration 342Q: 40 clusters Score -1.130074e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 329086 members 
Mstep: Class 23 contains 26025 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33147 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007448.000000 Penalty: 136387.296875
Iteration 343Q: 40 clusters Score -1.130074e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 329086 members 
Mstep: Class 23 contains 26021 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33145 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007440.000000 Penalty: 136387.296875
Iteration 344Q: 40 clusters Score -1.130074e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6737 members 
Mstep: Class 22 contains 329088 members 
Mstep: Class 23 contains 26016 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33144 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3120 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007464.000000 Penalty: 136387.296875
Iteration 345Q: 40 clusters Score -1.130075e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5806 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6743 members 
Mstep: Class 22 contains 329088 members 
Mstep: Class 23 contains 26010 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33144 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3121 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007488.000000 Penalty: 136387.296875
Iteration 346Q: 40 clusters Score -1.130075e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 5807 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 329088 members 
Mstep: Class 23 contains 26006 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33144 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3121 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007512.000000 Penalty: 136387.296875
Iteration 347Q: 40 clusters Score -1.130075e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6116 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8241 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 329088 members 
Mstep: Class 23 contains 26001 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33143 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7212 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3121 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007528.000000 Penalty: 136387.296875
Iteration 348Q: 40 clusters Score -1.130075e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 329088 members 
Mstep: Class 23 contains 25996 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33143 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7211 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3121 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6805 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007560.000000 Penalty: 136387.296875
Iteration 349Q: 40 clusters Score -1.130076e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6117 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6764 members 
Mstep: Class 22 contains 329089 members 
Mstep: Class 23 contains 25991 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33142 members 
Mstep: Class 26 contains 8406 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14478 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7210 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3121 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6806 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007512.000000 Penalty: 136387.296875
Iteration 350Q: 40 clusters Score -1.130075e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6769 members 
Mstep: Class 22 contains 329088 members 
Mstep: Class 23 contains 25980 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33142 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 7210 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3121 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6809 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007504.000000 Penalty: 136387.296875
Iteration 351Q: 40 clusters Score -1.130075e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6119 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7085 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 329088 members 
Mstep: Class 23 contains 25973 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33142 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7208 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3122 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007520.000000 Penalty: 136387.296875
Iteration 352Q: 40 clusters Score -1.130075e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6120 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7084 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6785 members 
Mstep: Class 22 contains 329090 members 
Mstep: Class 23 contains 25967 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33142 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7204 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3122 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007520.000000 Penalty: 136387.296875
Iteration 353Q: 40 clusters Score -1.130075e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6120 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7084 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 329090 members 
Mstep: Class 23 contains 25962 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33142 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7202 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3122 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007528.000000 Penalty: 136387.296875
Iteration 354Q: 40 clusters Score -1.130075e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7083 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6801 members 
Mstep: Class 22 contains 329090 members 
Mstep: Class 23 contains 25953 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33142 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7200 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3123 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007568.000000 Penalty: 136387.296875
Iteration 355Q: 40 clusters Score -1.130076e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 101625 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7083 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 329091 members 
Mstep: Class 23 contains 25939 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33141 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7201 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3124 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007544.000000 Penalty: 136387.296875
Iteration 356Q: 40 clusters Score -1.130075e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6124 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7083 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8244 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 329092 members 
Mstep: Class 23 contains 25926 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33141 members 
Mstep: Class 26 contains 8405 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7195 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3124 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007616.000000 Penalty: 136387.296875
Iteration 357Q: 40 clusters Score -1.130076e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 6125 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8246 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 329090 members 
Mstep: Class 23 contains 25911 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33141 members 
Mstep: Class 26 contains 8404 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14484 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7192 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3124 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007600.000000 Penalty: 136387.296875
Iteration 358Q: 40 clusters Score -1.130076e+08 nChanged 34
Entering ConstructFrom: 
Score: -113007600.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (59232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Entering Unmasked Estep 
Score: -5268172.500000 Penalty: 2725.325684
	Iteration 0F: 2 clusters Score -5268172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -5228233.000000 Penalty: 5450.651367
	Iteration 0F: 3 clusters Score -5228233 nChanged 27616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -5244074.000000 Penalty: 5450.651367
	Iteration 1F: 3 clusters Score -5244074 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5245027.000000 Penalty: 5450.651367
	Iteration 2Q: 3 clusters Score -5245027 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -5246294.500000 Penalty: 5450.651367
	Iteration 3Q: 3 clusters Score -5246294 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -5248098.500000 Penalty: 5450.651367
	Iteration 4F: 3 clusters Score -5248098 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5250605.000000 Penalty: 5450.651367
	Iteration 5F: 3 clusters Score -5250605 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5253918.000000 Penalty: 5450.651367
	Iteration 6F: 3 clusters Score -5253918 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5257534.000000 Penalty: 5450.651367
	Iteration 7F: 3 clusters Score -5257534 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -5260513.500000 Penalty: 5450.651367
	Iteration 8F: 3 clusters Score -5260514 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -5262348.500000 Penalty: 5450.651367
	Iteration 9Q: 3 clusters Score -5262348 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -5263163.500000 Penalty: 5450.651367
	Iteration 10Q: 3 clusters Score -5263164 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -5263570.500000 Penalty: 5450.651367
	Iteration 11Q: 3 clusters Score -5263570 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -5263816.500000 Penalty: 5450.651367
	Iteration 12Q: 3 clusters Score -5263816 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -5264027.000000 Penalty: 5450.651367
	Iteration 13Q: 3 clusters Score -5264027 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -5264210.500000 Penalty: 5450.651367
	Iteration 14Q: 3 clusters Score -5264210 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -5264372.000000 Penalty: 5450.651367
	Iteration 15Q: 3 clusters Score -5264372 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -5264534.500000 Penalty: 5450.651367
	Iteration 16Q: 3 clusters Score -5264534 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -5264643.500000 Penalty: 5450.651367
	Iteration 17Q: 3 clusters Score -5264644 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -5264777.500000 Penalty: 5450.651367
	Iteration 18Q: 3 clusters Score -5264778 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -5264895.500000 Penalty: 5450.651367
	Iteration 19Q: 3 clusters Score -5264896 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -5264994.000000 Penalty: 5450.651367
	Iteration 20F: 3 clusters Score -5264994 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -5265122.500000 Penalty: 5450.651367
	Iteration 21Q: 3 clusters Score -5265122 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -5265195.000000 Penalty: 5450.651367
	Iteration 22Q: 3 clusters Score -5265195 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -5265294.500000 Penalty: 5450.651367
	Iteration 23Q: 3 clusters Score -5265294 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -5265337.000000 Penalty: 5450.651367
	Iteration 24Q: 3 clusters Score -5265337 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -5265383.000000 Penalty: 5450.651367
	Iteration 25Q: 3 clusters Score -5265383 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -5265440.500000 Penalty: 5450.651367
	Iteration 26Q: 3 clusters Score -5265440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -5265518.000000 Penalty: 5450.651367
	Iteration 27Q: 3 clusters Score -5265518 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -5265598.000000 Penalty: 5450.651367
	Iteration 28Q: 3 clusters Score -5265598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -5265666.500000 Penalty: 5450.651367
	Iteration 29Q: 3 clusters Score -5265666 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -5265726.000000 Penalty: 5450.651367
	Iteration 30Q: 3 clusters Score -5265726 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -5265763.000000 Penalty: 5450.651367
	Iteration 31Q: 3 clusters Score -5265763 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -5265822.000000 Penalty: 5450.651367
	Iteration 32Q: 3 clusters Score -5265822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -5265873.000000 Penalty: 5450.651367
	Iteration 33Q: 3 clusters Score -5265873 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -5265913.000000 Penalty: 5450.651367
	Iteration 34Q: 3 clusters Score -5265913 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -5265931.500000 Penalty: 5450.651367
	Iteration 35Q: 3 clusters Score -5265932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -5265956.000000 Penalty: 5450.651367
	Iteration 36Q: 3 clusters Score -5265956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -5265971.500000 Penalty: 5450.651367
	Iteration 37Q: 3 clusters Score -5265972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -5265989.500000 Penalty: 5450.651367
	Iteration 38Q: 3 clusters Score -5265990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -5265999.000000 Penalty: 5450.651367
	Iteration 39Q: 3 clusters Score -5265999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -5266014.000000 Penalty: 5450.651367
	Iteration 40F: 3 clusters Score -5266014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -5266014.500000 Penalty: 5450.651367
	Iteration 41Q: 3 clusters Score -5266014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -5266025.500000 Penalty: 5450.651367
	Iteration 42Q: 3 clusters Score -5266026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -5266036.000000 Penalty: 5450.651367
	Iteration 43Q: 3 clusters Score -5266036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -5266047.000000 Penalty: 5450.651367
	Iteration 44Q: 3 clusters Score -5266047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -5266052.000000 Penalty: 5450.651367
	Iteration 45Q: 3 clusters Score -5266052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -5266052.000000 Penalty: 5450.651367
	Iteration 46Q: 3 clusters Score -5266052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -5266052.000000 Penalty: 5450.651367
	Iteration 47Q: 3 clusters Score -5266052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -5266052.000000 Penalty: 5450.651367
	Iteration 48Q: 3 clusters Score -5266052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -5266055.000000 Penalty: 5450.651367
	Iteration 49Q: 3 clusters Score -5266055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -5266058.000000 Penalty: 5450.651367
	Iteration 50Q: 3 clusters Score -5266058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -5266054.000000 Penalty: 5450.651367
	Iteration 51Q: 3 clusters Score -5266054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -5266055.500000 Penalty: 5450.651367
	Iteration 52Q: 3 clusters Score -5266056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -5266056.500000 Penalty: 5450.651367
	Iteration 53Q: 3 clusters Score -5266056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -5266051.000000 Penalty: 5450.651367
	Iteration 54Q: 3 clusters Score -5266051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -5266057.000000 Penalty: 5450.651367
	Iteration 55Q: 3 clusters Score -5266057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -5266059.500000 Penalty: 5450.651367
	Iteration 56Q: 3 clusters Score -5266060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -5266054.000000 Penalty: 5450.651367
	Iteration 57Q: 3 clusters Score -5266054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -5266058.000000 Penalty: 5450.651367
	Iteration 58Q: 3 clusters Score -5266058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -5266059.500000 Penalty: 5450.651367
	Iteration 59Q: 3 clusters Score -5266060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -5266056.500000 Penalty: 5450.651367
	Iteration 60F: 3 clusters Score -5266056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -5266054.000000 Penalty: 5450.651367
	Iteration 61Q: 3 clusters Score -5266054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -5266058.000000 Penalty: 5450.651367
	Iteration 62Q: 3 clusters Score -5266058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -5266054.000000 Penalty: 5450.651367
	Iteration 63Q: 3 clusters Score -5266054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -5266049.000000 Penalty: 5450.651367
	Iteration 64Q: 3 clusters Score -5266049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -5266058.000000 Penalty: 5450.651367
	Iteration 65Q: 3 clusters Score -5266058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -5266059.000000 Penalty: 5450.651367
	Iteration 66Q: 3 clusters Score -5266059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -5266066.500000 Penalty: 5450.651367
	Iteration 67Q: 3 clusters Score -5266066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -5266067.500000 Penalty: 5450.651367
	Iteration 68Q: 3 clusters Score -5266068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -5266071.500000 Penalty: 5450.651367
	Iteration 69Q: 3 clusters Score -5266072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -5266069.000000 Penalty: 5450.651367
	Iteration 70Q: 3 clusters Score -5266069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -5266075.500000 Penalty: 5450.651367
	Iteration 71Q: 3 clusters Score -5266076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -5266076.500000 Penalty: 5450.651367
	Iteration 72Q: 3 clusters Score -5266076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -5266072.500000 Penalty: 5450.651367
	Iteration 73Q: 3 clusters Score -5266072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
Score: -5266079.000000 Penalty: 5450.651367
	Iteration 74Q: 3 clusters Score -5266079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -5266078.000000 Penalty: 5450.651367
	Iteration 75Q: 3 clusters Score -5266078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -5266080.000000 Penalty: 5450.651367
	Iteration 76Q: 3 clusters Score -5266080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -5266080.000000 Penalty: 5450.651367
	Iteration 77F: 3 clusters Score -5266080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -453257.656250 Penalty: 2162.593262
	Iteration 0F: 2 clusters Score -453257.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -447989.437500 Penalty: 4325.186523
	Iteration 0F: 3 clusters Score -447989.4 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -449425.687500 Penalty: 4325.186523
	Iteration 1F: 3 clusters Score -449425.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -449727.125000 Penalty: 4325.186523
	Iteration 2F: 3 clusters Score -449727.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -449945.875000 Penalty: 4325.186523
	Iteration 3F: 3 clusters Score -449945.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -450188.312500 Penalty: 4325.186523
	Iteration 4F: 3 clusters Score -450188.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -450445.343750 Penalty: 4325.186523
	Iteration 5Q: 3 clusters Score -450445.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -450785.156250 Penalty: 4325.186523
	Iteration 6F: 3 clusters Score -450785.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -451172.218750 Penalty: 4325.186523
	Iteration 7F: 3 clusters Score -451172.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -451480.000000 Penalty: 4325.186523
	Iteration 8F: 3 clusters Score -451480 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -451692.156250 Penalty: 4325.186523
	Iteration 9Q: 3 clusters Score -451692.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -451840.843750 Penalty: 4325.186523
	Iteration 10Q: 3 clusters Score -451840.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -451949.343750 Penalty: 4325.186523
	Iteration 11Q: 3 clusters Score -451949.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -452024.156250 Penalty: 4325.186523
	Iteration 12Q: 3 clusters Score -452024.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -452067.312500 Penalty: 4325.186523
	Iteration 13Q: 3 clusters Score -452067.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -452088.812500 Penalty: 4325.186523
	Iteration 14Q: 3 clusters Score -452088.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -452102.812500 Penalty: 4325.186523
	Iteration 15Q: 3 clusters Score -452102.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -452112.562500 Penalty: 4325.186523
	Iteration 16Q: 3 clusters Score -452112.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -452121.093750 Penalty: 4325.186523
	Iteration 17Q: 3 clusters Score -452121.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -452125.718750 Penalty: 4325.186523
	Iteration 18Q: 3 clusters Score -452125.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -452130.343750 Penalty: 4325.186523
	Iteration 19Q: 3 clusters Score -452130.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -452131.781250 Penalty: 4325.186523
	Iteration 20F: 3 clusters Score -452131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -452132.156250 Penalty: 4325.186523
	Iteration 21Q: 3 clusters Score -452132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -452133.250000 Penalty: 4325.186523
	Iteration 22Q: 3 clusters Score -452133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -452134.093750 Penalty: 4325.186523
	Iteration 23Q: 3 clusters Score -452134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -452135.093750 Penalty: 4325.186523
	Iteration 24Q: 3 clusters Score -452135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -452135.687500 Penalty: 4325.186523
	Iteration 25Q: 3 clusters Score -452135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -452135.093750 Penalty: 4325.186523
	Iteration 26Q: 3 clusters Score -452135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -452136.000000 Penalty: 4325.186523
	Iteration 27Q: 3 clusters Score -452136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -452136.000000 Penalty: 4325.186523
	Iteration 28F: 3 clusters Score -452136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101626 members 
Entering Unmasked Estep 
Score: -8923306.000000 Penalty: 2859.205566
	Iteration 0F: 2 clusters Score -8923306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -8854884.000000 Penalty: 5718.411133
	Iteration 0F: 3 clusters Score -8854884 nChanged 48119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -8882291.000000 Penalty: 5718.411133
	Iteration 1F: 3 clusters Score -8882291 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -8882990.000000 Penalty: 5718.411133
	Iteration 2Q: 3 clusters Score -8882990 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -8883775.000000 Penalty: 5718.411133
	Iteration 3Q: 3 clusters Score -8883775 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -8884795.000000 Penalty: 5718.411133
	Iteration 4Q: 3 clusters Score -8884795 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -8886500.000000 Penalty: 5718.411133
	Iteration 5Q: 3 clusters Score -8886500 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -8889673.000000 Penalty: 5718.411133
	Iteration 6F: 3 clusters Score -8889673 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -8894962.000000 Penalty: 5718.411133
	Iteration 7F: 3 clusters Score -8894962 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -8902573.000000 Penalty: 5718.411133
	Iteration 8F: 3 clusters Score -8902573 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -8911166.000000 Penalty: 5718.411133
	Iteration 9F: 3 clusters Score -8911166 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -8917079.000000 Penalty: 5718.411133
	Iteration 10F: 3 clusters Score -8917079 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -8919577.000000 Penalty: 5718.411133
	Iteration 11Q: 3 clusters Score -8919577 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -8920354.000000 Penalty: 5718.411133
	Iteration 12Q: 3 clusters Score -8920354 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -8920561.000000 Penalty: 5718.411133
	Iteration 13Q: 3 clusters Score -8920561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -8920636.000000 Penalty: 5718.411133
	Iteration 14Q: 3 clusters Score -8920636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -8920668.000000 Penalty: 5718.411133
	Iteration 15Q: 3 clusters Score -8920668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -8920694.000000 Penalty: 5718.411133
	Iteration 16Q: 3 clusters Score -8920694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -8920696.000000 Penalty: 5718.411133
	Iteration 17Q: 3 clusters Score -8920696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -8920702.000000 Penalty: 5718.411133
	Iteration 18Q: 3 clusters Score -8920702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 101406 members 
Entering Unmasked Estep 
Score: -8920703.000000 Penalty: 5718.411133
	Iteration 19Q: 3 clusters Score -8920703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -8920708.000000 Penalty: 5718.411133
	Iteration 20F: 3 clusters Score -8920708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -8920718.000000 Penalty: 5718.411133
	Iteration 21Q: 3 clusters Score -8920718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -8920725.000000 Penalty: 5718.411133
	Iteration 22Q: 3 clusters Score -8920725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -8920722.000000 Penalty: 5718.411133
	Iteration 23Q: 3 clusters Score -8920722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -8920722.000000 Penalty: 5718.411133
	Iteration 24Q: 3 clusters Score -8920722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -8920722.000000 Penalty: 5718.411133
	Iteration 25Q: 3 clusters Score -8920722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -8920722.000000 Penalty: 5718.411133
	Iteration 26F: 3 clusters Score -8920722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Entering Unmasked Estep 
Score: -831498.187500 Penalty: 2280.063477
	Iteration 0F: 2 clusters Score -831498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -823910.625000 Penalty: 4560.126953
	Iteration 0F: 3 clusters Score -823910.6 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -826162.062500 Penalty: 4560.126953
	Iteration 1F: 3 clusters Score -826162.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -826440.125000 Penalty: 4560.126953
	Iteration 2F: 3 clusters Score -826440.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -826630.687500 Penalty: 4560.126953
	Iteration 3Q: 3 clusters Score -826630.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -826776.187500 Penalty: 4560.126953
	Iteration 4Q: 3 clusters Score -826776.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -826880.500000 Penalty: 4560.126953
	Iteration 5Q: 3 clusters Score -826880.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -826964.812500 Penalty: 4560.126953
	Iteration 6Q: 3 clusters Score -826964.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -827051.437500 Penalty: 4560.126953
	Iteration 7Q: 3 clusters Score -827051.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -827125.187500 Penalty: 4560.126953
	Iteration 8Q: 3 clusters Score -827125.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -827181.812500 Penalty: 4560.126953
	Iteration 9Q: 3 clusters Score -827181.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -827251.000000 Penalty: 4560.126953
	Iteration 10Q: 3 clusters Score -827251 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -827326.687500 Penalty: 4560.126953
	Iteration 11Q: 3 clusters Score -827326.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -827412.062500 Penalty: 4560.126953
	Iteration 12Q: 3 clusters Score -827412.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -827504.562500 Penalty: 4560.126953
	Iteration 13Q: 3 clusters Score -827504.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -827615.750000 Penalty: 4560.126953
	Iteration 14Q: 3 clusters Score -827615.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -827768.375000 Penalty: 4560.126953
	Iteration 15Q: 3 clusters Score -827768.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -827970.312500 Penalty: 4560.126953
	Iteration 16Q: 3 clusters Score -827970.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -828260.812500 Penalty: 4560.126953
	Iteration 17Q: 3 clusters Score -828260.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -828592.812500 Penalty: 4560.126953
	Iteration 18Q: 3 clusters Score -828592.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -828962.500000 Penalty: 4560.126953
	Iteration 19Q: 3 clusters Score -828962.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -829355.312500 Penalty: 4560.126953
	Iteration 20F: 3 clusters Score -829355.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -829752.312500 Penalty: 4560.126953
	Iteration 21Q: 3 clusters Score -829752.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -830046.562500 Penalty: 4560.126953
	Iteration 22Q: 3 clusters Score -830046.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -830244.375000 Penalty: 4560.126953
	Iteration 23Q: 3 clusters Score -830244.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -830375.500000 Penalty: 4560.126953
	Iteration 24Q: 3 clusters Score -830375.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -830477.250000 Penalty: 4560.126953
	Iteration 25Q: 3 clusters Score -830477.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -830565.812500 Penalty: 4560.126953
	Iteration 26Q: 3 clusters Score -830565.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -830630.375000 Penalty: 4560.126953
	Iteration 27Q: 3 clusters Score -830630.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -830682.375000 Penalty: 4560.126953
	Iteration 28Q: 3 clusters Score -830682.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -830717.875000 Penalty: 4560.126953
	Iteration 29Q: 3 clusters Score -830717.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -830740.187500 Penalty: 4560.126953
	Iteration 30Q: 3 clusters Score -830740.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -830760.937500 Penalty: 4560.126953
	Iteration 31Q: 3 clusters Score -830760.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -830780.187500 Penalty: 4560.126953
	Iteration 32Q: 3 clusters Score -830780.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -830786.187500 Penalty: 4560.126953
	Iteration 33Q: 3 clusters Score -830786.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -830789.500000 Penalty: 4560.126953
	Iteration 34Q: 3 clusters Score -830789.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -830791.875000 Penalty: 4560.126953
	Iteration 35Q: 3 clusters Score -830791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -830794.750000 Penalty: 4560.126953
	Iteration 36Q: 3 clusters Score -830794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -830797.562500 Penalty: 4560.126953
	Iteration 37Q: 3 clusters Score -830797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -830797.625000 Penalty: 4560.126953
	Iteration 38Q: 3 clusters Score -830797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -830797.625000 Penalty: 4560.126953
	Iteration 39Q: 3 clusters Score -830797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -830799.000000 Penalty: 4560.126953
	Iteration 40F: 3 clusters Score -830799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -830798.437500 Penalty: 4560.126953
	Iteration 41Q: 3 clusters Score -830798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -830799.812500 Penalty: 4560.126953
	Iteration 42Q: 3 clusters Score -830799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -830798.812500 Penalty: 4560.126953
	Iteration 43Q: 3 clusters Score -830798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -830799.062500 Penalty: 4560.126953
	Iteration 44Q: 3 clusters Score -830799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -830799.062500 Penalty: 4560.126953
	Iteration 45F: 3 clusters Score -830799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Entering Unmasked Estep 
Score: -1005870.250000 Penalty: 2338.470215
	Iteration 0F: 2 clusters Score -1005870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -996671.812500 Penalty: 4676.940430
	Iteration 0F: 3 clusters Score -996671.8 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -999549.062500 Penalty: 4676.940430
	Iteration 1F: 3 clusters Score -999549.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1000095.562500 Penalty: 4676.940430
	Iteration 2F: 3 clusters Score -1000096 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1000643.812500 Penalty: 4676.940430
	Iteration 3F: 3 clusters Score -1000644 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1001206.187500 Penalty: 4676.940430
	Iteration 4F: 3 clusters Score -1001206 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1001776.562500 Penalty: 4676.940430
	Iteration 5F: 3 clusters Score -1001777 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1002284.250000 Penalty: 4676.940430
	Iteration 6F: 3 clusters Score -1002284 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1002732.250000 Penalty: 4676.940430
	Iteration 7Q: 3 clusters Score -1002732 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1003189.062500 Penalty: 4676.940430
	Iteration 8Q: 3 clusters Score -1003189 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1003572.187500 Penalty: 4676.940430
	Iteration 9Q: 3 clusters Score -1003572 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1003874.000000 Penalty: 4676.940430
	Iteration 10Q: 3 clusters Score -1003874 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1004136.312500 Penalty: 4676.940430
	Iteration 11Q: 3 clusters Score -1004136 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1004327.750000 Penalty: 4676.940430
	Iteration 12Q: 3 clusters Score -1004328 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1004477.000000 Penalty: 4676.940430
	Iteration 13Q: 3 clusters Score -1004477 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1004567.437500 Penalty: 4676.940430
	Iteration 14Q: 3 clusters Score -1004567 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1004611.250000 Penalty: 4676.940430
	Iteration 15Q: 3 clusters Score -1004611 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1004632.437500 Penalty: 4676.940430
	Iteration 16Q: 3 clusters Score -1004632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1004643.687500 Penalty: 4676.940430
	Iteration 17Q: 3 clusters Score -1004644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1004652.750000 Penalty: 4676.940430
	Iteration 18Q: 3 clusters Score -1004653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1004659.937500 Penalty: 4676.940430
	Iteration 19Q: 3 clusters Score -1004660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1004666.250000 Penalty: 4676.940430
	Iteration 20F: 3 clusters Score -1004666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1004674.875000 Penalty: 4676.940430
	Iteration 21Q: 3 clusters Score -1004675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1004678.437500 Penalty: 4676.940430
	Iteration 22Q: 3 clusters Score -1004678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1004682.375000 Penalty: 4676.940430
	Iteration 23Q: 3 clusters Score -1004682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1004685.500000 Penalty: 4676.940430
	Iteration 24Q: 3 clusters Score -1004686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1004690.125000 Penalty: 4676.940430
	Iteration 25Q: 3 clusters Score -1004690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1004691.062500 Penalty: 4676.940430
	Iteration 26Q: 3 clusters Score -1004691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1004693.375000 Penalty: 4676.940430
	Iteration 27Q: 3 clusters Score -1004693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1004693.375000 Penalty: 4676.940430
	Iteration 28Q: 3 clusters Score -1004693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1004696.187500 Penalty: 4676.940430
	Iteration 29Q: 3 clusters Score -1004696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1004696.750000 Penalty: 4676.940430
	Iteration 30Q: 3 clusters Score -1004697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1004696.000000 Penalty: 4676.940430
	Iteration 31Q: 3 clusters Score -1004696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1004697.437500 Penalty: 4676.940430
	Iteration 32Q: 3 clusters Score -1004697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1004699.937500 Penalty: 4676.940430
	Iteration 33Q: 3 clusters Score -1004700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1004700.562500 Penalty: 4676.940430
	Iteration 34Q: 3 clusters Score -1004701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1004700.250000 Penalty: 4676.940430
	Iteration 35Q: 3 clusters Score -1004700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1004700.250000 Penalty: 4676.940430
	Iteration 36F: 3 clusters Score -1004700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Entering Unmasked Estep 
Score: -1348480.500000 Penalty: 2381.541504
	Iteration 0F: 2 clusters Score -1348480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1337607.375000 Penalty: 4763.083008
	Iteration 0F: 3 clusters Score -1337607 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1341056.500000 Penalty: 4763.083008
	Iteration 1F: 3 clusters Score -1341056 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1341371.625000 Penalty: 4763.083008
	Iteration 2F: 3 clusters Score -1341372 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1341584.250000 Penalty: 4763.083008
	Iteration 3Q: 3 clusters Score -1341584 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1341749.500000 Penalty: 4763.083008
	Iteration 4Q: 3 clusters Score -1341750 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1341872.500000 Penalty: 4763.083008
	Iteration 5Q: 3 clusters Score -1341872 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1341997.375000 Penalty: 4763.083008
	Iteration 6Q: 3 clusters Score -1341997 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1342108.500000 Penalty: 4763.083008
	Iteration 7Q: 3 clusters Score -1342108 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1342207.125000 Penalty: 4763.083008
	Iteration 8Q: 3 clusters Score -1342207 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1342307.500000 Penalty: 4763.083008
	Iteration 9Q: 3 clusters Score -1342308 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1342420.875000 Penalty: 4763.083008
	Iteration 10Q: 3 clusters Score -1342421 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1342533.625000 Penalty: 4763.083008
	Iteration 11Q: 3 clusters Score -1342534 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1342663.250000 Penalty: 4763.083008
	Iteration 12Q: 3 clusters Score -1342663 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1342838.375000 Penalty: 4763.083008
	Iteration 13Q: 3 clusters Score -1342838 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1343057.500000 Penalty: 4763.083008
	Iteration 14Q: 3 clusters Score -1343058 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1343322.875000 Penalty: 4763.083008
	Iteration 15Q: 3 clusters Score -1343323 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1343630.375000 Penalty: 4763.083008
	Iteration 16Q: 3 clusters Score -1343630 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1343964.500000 Penalty: 4763.083008
	Iteration 17Q: 3 clusters Score -1343964 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1344329.750000 Penalty: 4763.083008
	Iteration 18Q: 3 clusters Score -1344330 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1344644.375000 Penalty: 4763.083008
	Iteration 19Q: 3 clusters Score -1344644 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1344914.875000 Penalty: 4763.083008
	Iteration 20F: 3 clusters Score -1344915 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1345114.625000 Penalty: 4763.083008
	Iteration 21Q: 3 clusters Score -1345115 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1345255.875000 Penalty: 4763.083008
	Iteration 22Q: 3 clusters Score -1345256 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1345360.500000 Penalty: 4763.083008
	Iteration 23Q: 3 clusters Score -1345360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1345418.125000 Penalty: 4763.083008
	Iteration 24Q: 3 clusters Score -1345418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1345464.375000 Penalty: 4763.083008
	Iteration 25Q: 3 clusters Score -1345464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1345511.750000 Penalty: 4763.083008
	Iteration 26Q: 3 clusters Score -1345512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1345556.875000 Penalty: 4763.083008
	Iteration 27Q: 3 clusters Score -1345557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1345602.000000 Penalty: 4763.083008
	Iteration 28Q: 3 clusters Score -1345602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1345649.625000 Penalty: 4763.083008
	Iteration 29Q: 3 clusters Score -1345650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1345688.625000 Penalty: 4763.083008
	Iteration 30Q: 3 clusters Score -1345689 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1345718.875000 Penalty: 4763.083008
	Iteration 31Q: 3 clusters Score -1345719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1345751.750000 Penalty: 4763.083008
	Iteration 32Q: 3 clusters Score -1345752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1345776.250000 Penalty: 4763.083008
	Iteration 33Q: 3 clusters Score -1345776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1345802.750000 Penalty: 4763.083008
	Iteration 34Q: 3 clusters Score -1345803 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1345827.125000 Penalty: 4763.083008
	Iteration 35Q: 3 clusters Score -1345827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1345848.125000 Penalty: 4763.083008
	Iteration 36Q: 3 clusters Score -1345848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1345869.500000 Penalty: 4763.083008
	Iteration 37Q: 3 clusters Score -1345870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1345889.625000 Penalty: 4763.083008
	Iteration 38Q: 3 clusters Score -1345890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1345912.500000 Penalty: 4763.083008
	Iteration 39Q: 3 clusters Score -1345912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1345940.000000 Penalty: 4763.083008
	Iteration 40F: 3 clusters Score -1345940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1345960.875000 Penalty: 4763.083008
	Iteration 41Q: 3 clusters Score -1345961 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1345979.625000 Penalty: 4763.083008
	Iteration 42Q: 3 clusters Score -1345980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1345991.875000 Penalty: 4763.083008
	Iteration 43Q: 3 clusters Score -1345992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1346015.625000 Penalty: 4763.083008
	Iteration 44Q: 3 clusters Score -1346016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1346022.750000 Penalty: 4763.083008
	Iteration 45Q: 3 clusters Score -1346023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1346034.625000 Penalty: 4763.083008
	Iteration 46Q: 3 clusters Score -1346035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1346055.625000 Penalty: 4763.083008
	Iteration 47Q: 3 clusters Score -1346056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1346066.500000 Penalty: 4763.083008
	Iteration 48Q: 3 clusters Score -1346066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1346082.125000 Penalty: 4763.083008
	Iteration 49Q: 3 clusters Score -1346082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1346097.750000 Penalty: 4763.083008
	Iteration 50Q: 3 clusters Score -1346098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1346112.625000 Penalty: 4763.083008
	Iteration 51Q: 3 clusters Score -1346113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1346122.125000 Penalty: 4763.083008
	Iteration 52Q: 3 clusters Score -1346122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1346137.000000 Penalty: 4763.083008
	Iteration 53Q: 3 clusters Score -1346137 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1346154.875000 Penalty: 4763.083008
	Iteration 54Q: 3 clusters Score -1346155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1346167.750000 Penalty: 4763.083008
	Iteration 55Q: 3 clusters Score -1346168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1346180.250000 Penalty: 4763.083008
	Iteration 56Q: 3 clusters Score -1346180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1346192.000000 Penalty: 4763.083008
	Iteration 57Q: 3 clusters Score -1346192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1346200.875000 Penalty: 4763.083008
	Iteration 58Q: 3 clusters Score -1346201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1346207.000000 Penalty: 4763.083008
	Iteration 59Q: 3 clusters Score -1346207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1346215.375000 Penalty: 4763.083008
	Iteration 60F: 3 clusters Score -1346215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1346219.625000 Penalty: 4763.083008
	Iteration 61Q: 3 clusters Score -1346220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1346227.250000 Penalty: 4763.083008
	Iteration 62Q: 3 clusters Score -1346227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1346234.625000 Penalty: 4763.083008
	Iteration 63Q: 3 clusters Score -1346235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1346239.250000 Penalty: 4763.083008
	Iteration 64Q: 3 clusters Score -1346239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1346244.250000 Penalty: 4763.083008
	Iteration 65Q: 3 clusters Score -1346244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1346254.125000 Penalty: 4763.083008
	Iteration 66Q: 3 clusters Score -1346254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1346261.500000 Penalty: 4763.083008
	Iteration 67Q: 3 clusters Score -1346262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1346273.750000 Penalty: 4763.083008
	Iteration 68Q: 3 clusters Score -1346274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1346279.875000 Penalty: 4763.083008
	Iteration 69Q: 3 clusters Score -1346280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1346285.500000 Penalty: 4763.083008
	Iteration 70Q: 3 clusters Score -1346286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1346292.250000 Penalty: 4763.083008
	Iteration 71Q: 3 clusters Score -1346292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1346297.000000 Penalty: 4763.083008
	Iteration 72Q: 3 clusters Score -1346297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1346300.000000 Penalty: 4763.083008
	Iteration 73Q: 3 clusters Score -1346300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1346304.500000 Penalty: 4763.083008
	Iteration 74Q: 3 clusters Score -1346304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1346306.125000 Penalty: 4763.083008
	Iteration 75Q: 3 clusters Score -1346306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1346311.500000 Penalty: 4763.083008
	Iteration 76Q: 3 clusters Score -1346312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1346313.875000 Penalty: 4763.083008
	Iteration 77Q: 3 clusters Score -1346314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1346313.875000 Penalty: 4763.083008
	Iteration 78F: 3 clusters Score -1346314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Entering Unmasked Estep 
Score: -593906.375000 Penalty: 2198.597168
	Iteration 0F: 2 clusters Score -593906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -588143.250000 Penalty: 4397.194336
	Iteration 0F: 3 clusters Score -588143.2 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -589667.500000 Penalty: 4397.194336
	Iteration 1F: 3 clusters Score -589667.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -589930.812500 Penalty: 4397.194336
	Iteration 2F: 3 clusters Score -589930.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -590111.750000 Penalty: 4397.194336
	Iteration 3Q: 3 clusters Score -590111.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -590225.312500 Penalty: 4397.194336
	Iteration 4Q: 3 clusters Score -590225.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -590326.500000 Penalty: 4397.194336
	Iteration 5Q: 3 clusters Score -590326.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -590428.625000 Penalty: 4397.194336
	Iteration 6Q: 3 clusters Score -590428.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -590542.375000 Penalty: 4397.194336
	Iteration 7Q: 3 clusters Score -590542.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -590674.687500 Penalty: 4397.194336
	Iteration 8Q: 3 clusters Score -590674.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -590801.812500 Penalty: 4397.194336
	Iteration 9Q: 3 clusters Score -590801.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -590939.125000 Penalty: 4397.194336
	Iteration 10Q: 3 clusters Score -590939.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -591102.187500 Penalty: 4397.194336
	Iteration 11Q: 3 clusters Score -591102.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -591266.625000 Penalty: 4397.194336
	Iteration 12Q: 3 clusters Score -591266.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -591422.937500 Penalty: 4397.194336
	Iteration 13Q: 3 clusters Score -591422.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -591553.312500 Penalty: 4397.194336
	Iteration 14Q: 3 clusters Score -591553.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -591670.437500 Penalty: 4397.194336
	Iteration 15Q: 3 clusters Score -591670.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -591770.250000 Penalty: 4397.194336
	Iteration 16Q: 3 clusters Score -591770.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -591849.500000 Penalty: 4397.194336
	Iteration 17Q: 3 clusters Score -591849.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -591924.562500 Penalty: 4397.194336
	Iteration 18Q: 3 clusters Score -591924.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -591969.125000 Penalty: 4397.194336
	Iteration 19Q: 3 clusters Score -591969.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -592004.750000 Penalty: 4397.194336
	Iteration 20F: 3 clusters Score -592004.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -592027.000000 Penalty: 4397.194336
	Iteration 21Q: 3 clusters Score -592027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -592046.687500 Penalty: 4397.194336
	Iteration 22Q: 3 clusters Score -592046.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -592068.187500 Penalty: 4397.194336
	Iteration 23Q: 3 clusters Score -592068.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -592079.812500 Penalty: 4397.194336
	Iteration 24Q: 3 clusters Score -592079.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -592093.562500 Penalty: 4397.194336
	Iteration 25Q: 3 clusters Score -592093.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -592107.812500 Penalty: 4397.194336
	Iteration 26Q: 3 clusters Score -592107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -592119.437500 Penalty: 4397.194336
	Iteration 27Q: 3 clusters Score -592119.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -592127.625000 Penalty: 4397.194336
	Iteration 28Q: 3 clusters Score -592127.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -592135.437500 Penalty: 4397.194336
	Iteration 29Q: 3 clusters Score -592135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -592143.625000 Penalty: 4397.194336
	Iteration 30Q: 3 clusters Score -592143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -592149.125000 Penalty: 4397.194336
	Iteration 31Q: 3 clusters Score -592149.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -592152.375000 Penalty: 4397.194336
	Iteration 32Q: 3 clusters Score -592152.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -592157.875000 Penalty: 4397.194336
	Iteration 33Q: 3 clusters Score -592157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -592160.625000 Penalty: 4397.194336
	Iteration 34Q: 3 clusters Score -592160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -592163.562500 Penalty: 4397.194336
	Iteration 35Q: 3 clusters Score -592163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -592167.500000 Penalty: 4397.194336
	Iteration 36Q: 3 clusters Score -592167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -592169.000000 Penalty: 4397.194336
	Iteration 37Q: 3 clusters Score -592169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -592168.500000 Penalty: 4397.194336
	Iteration 38Q: 3 clusters Score -592168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -592169.562500 Penalty: 4397.194336
	Iteration 39Q: 3 clusters Score -592169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -592170.562500 Penalty: 4397.194336
	Iteration 40F: 3 clusters Score -592170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -592171.812500 Penalty: 4397.194336
	Iteration 41Q: 3 clusters Score -592171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -592171.812500 Penalty: 4397.194336
	Iteration 42F: 3 clusters Score -592171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412907 members 
Entering Unmasked Estep 
Score: -36481200.000000 Penalty: 3206.882568
	Iteration 0F: 2 clusters Score -3.64812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205970 members 
Mstep: Class 2 contains 206937 members 
Entering Unmasked Estep 
Score: -36203100.000000 Penalty: 6413.765137
	Iteration 0F: 3 clusters Score -3.62031e+07 nChanged 200923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 221088 members 
Entering Unmasked Estep 
Score: -36324524.000000 Penalty: 6413.765137
	Iteration 1F: 3 clusters Score -3.632452e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182494 members 
Mstep: Class 2 contains 230413 members 
Entering Unmasked Estep 
Score: -36328016.000000 Penalty: 6413.765137
	Iteration 2Q: 3 clusters Score -3.632802e+07 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167716 members 
Mstep: Class 2 contains 245191 members 
Entering Unmasked Estep 
Score: -36334476.000000 Penalty: 6413.765137
	Iteration 3Q: 3 clusters Score -3.633448e+07 nChanged 23237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 267358 members 
Entering Unmasked Estep 
Score: -36346596.000000 Penalty: 6413.765137
	Iteration 4F: 3 clusters Score -3.63466e+07 nChanged 31829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 298583 members 
Entering Unmasked Estep 
Score: -36368872.000000 Penalty: 6413.765137
	Iteration 5F: 3 clusters Score -3.636887e+07 nChanged 38227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 336600 members 
Entering Unmasked Estep 
Score: -36403336.000000 Penalty: 6413.765137
	Iteration 6F: 3 clusters Score -3.640334e+07 nChanged 35878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 372396 members 
Entering Unmasked Estep 
Score: -36439200.000000 Penalty: 6413.765137
	Iteration 7F: 3 clusters Score -3.64392e+07 nChanged 23690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 396048 members 
Entering Unmasked Estep 
Score: -36462880.000000 Penalty: 6413.765137
	Iteration 8F: 3 clusters Score -3.646288e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 407119 members 
Entering Unmasked Estep 
Score: -36473132.000000 Penalty: 6413.765137
	Iteration 9Q: 3 clusters Score -3.647313e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 411009 members 
Entering Unmasked Estep 
Score: -36476728.000000 Penalty: 6413.765137
	Iteration 10Q: 3 clusters Score -3.647673e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 412148 members 
Entering Unmasked Estep 
Score: -36477776.000000 Penalty: 6413.765137
	Iteration 11Q: 3 clusters Score -3.647778e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 412443 members 
Entering Unmasked Estep 
Score: -36478080.000000 Penalty: 6413.765137
	Iteration 12Q: 3 clusters Score -3.647808e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 412519 members 
Entering Unmasked Estep 
Score: -36478200.000000 Penalty: 6413.765137
	Iteration 13Q: 3 clusters Score -3.64782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 412549 members 
Entering Unmasked Estep 
Score: -36478296.000000 Penalty: 6413.765137
	Iteration 14Q: 3 clusters Score -3.64783e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 412556 members 
Entering Unmasked Estep 
Score: -36478336.000000 Penalty: 6413.765137
	Iteration 15Q: 3 clusters Score -3.647834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 412560 members 
Entering Unmasked Estep 
Score: -36478344.000000 Penalty: 6413.765137
	Iteration 16Q: 3 clusters Score -3.647834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 412569 members 
Entering Unmasked Estep 
Score: -36478344.000000 Penalty: 6413.765137
	Iteration 17Q: 3 clusters Score -3.647834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412572 members 
Entering Unmasked Estep 
Score: -36478376.000000 Penalty: 6413.765137
	Iteration 18Q: 3 clusters Score -3.647838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412572 members 
Entering Unmasked Estep 
Score: -36478372.000000 Penalty: 6413.765137
	Iteration 19Q: 3 clusters Score -3.647837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 412575 members 
Entering Unmasked Estep 
Score: -36478368.000000 Penalty: 6413.765137
	Iteration 20F: 3 clusters Score -3.647837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 412578 members 
Entering Unmasked Estep 
Score: -36478380.000000 Penalty: 6413.765137
	Iteration 21Q: 3 clusters Score -3.647838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 412576 members 
Entering Unmasked Estep 
Score: -36478380.000000 Penalty: 6413.765137
	Iteration 22Q: 3 clusters Score -3.647838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 412574 members 
Entering Unmasked Estep 
Score: -36478380.000000 Penalty: 6413.765137
	Iteration 23Q: 3 clusters Score -3.647838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 412573 members 
Entering Unmasked Estep 
Score: -36478392.000000 Penalty: 6413.765137
	Iteration 24Q: 3 clusters Score -3.647839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412572 members 
Entering Unmasked Estep 
Score: -36478388.000000 Penalty: 6413.765137
	Iteration 25Q: 3 clusters Score -3.647839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412572 members 
Entering Unmasked Estep 
Score: -36478388.000000 Penalty: 6413.765137
	Iteration 26F: 3 clusters Score -3.647839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -727939.437500 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -727939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -721271.562500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -721271.6 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -723022.312500 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -723022.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -723251.187500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -723251.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -723427.625000 Penalty: 4484.969238
	Iteration 3Q: 3 clusters Score -723427.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -723568.500000 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -723568.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -723694.625000 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -723694.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -723832.000000 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -723832 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -723967.687500 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -723967.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -724115.937500 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -724115.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -724279.187500 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -724279.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -724458.937500 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -724458.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -724661.062500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -724661.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -724879.000000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -724879 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -725073.875000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -725073.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -725240.687500 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -725240.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -725367.562500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -725367.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -725459.062500 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -725459.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -725524.250000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -725524.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -725582.437500 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -725582.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -725629.062500 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -725629.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -725666.000000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -725666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -725693.437500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -725693.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -725721.000000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -725721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -725737.937500 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -725737.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -725753.812500 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -725753.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -725778.375000 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -725778.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -725799.687500 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -725799.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -725824.750000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -725824.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -725842.125000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -725842.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -725861.437500 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -725861.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -725880.375000 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -725880.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -725892.875000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -725892.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -725903.312500 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -725903.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -725914.000000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -725914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -725922.625000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -725922.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -725931.625000 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -725931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -725936.687500 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -725936.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -725941.875000 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -725941.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -725953.500000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -725953.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -725956.937500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -725956.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -725965.187500 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -725965.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -725974.000000 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -725974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -725981.312500 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -725981.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -725986.812500 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -725986.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -725995.562500 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -725995.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -726005.750000 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -726005.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -726012.125000 Penalty: 4484.969238
	Iteration 46Q: 3 clusters Score -726012.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -726020.562500 Penalty: 4484.969238
	Iteration 47Q: 3 clusters Score -726020.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -726032.000000 Penalty: 4484.969238
	Iteration 48Q: 3 clusters Score -726032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -726040.937500 Penalty: 4484.969238
	Iteration 49Q: 3 clusters Score -726040.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -726054.562500 Penalty: 4484.969238
	Iteration 50Q: 3 clusters Score -726054.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -726064.812500 Penalty: 4484.969238
	Iteration 51Q: 3 clusters Score -726064.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -726071.187500 Penalty: 4484.969238
	Iteration 52Q: 3 clusters Score -726071.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -726076.125000 Penalty: 4484.969238
	Iteration 53Q: 3 clusters Score -726076.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -726079.750000 Penalty: 4484.969238
	Iteration 54Q: 3 clusters Score -726079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -726084.312500 Penalty: 4484.969238
	Iteration 55Q: 3 clusters Score -726084.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -726088.000000 Penalty: 4484.969238
	Iteration 56Q: 3 clusters Score -726088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -726090.375000 Penalty: 4484.969238
	Iteration 57Q: 3 clusters Score -726090.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -726098.375000 Penalty: 4484.969238
	Iteration 58Q: 3 clusters Score -726098.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -726105.875000 Penalty: 4484.969238
	Iteration 59Q: 3 clusters Score -726105.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -726113.687500 Penalty: 4484.969238
	Iteration 60F: 3 clusters Score -726113.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -726121.875000 Penalty: 4484.969238
	Iteration 61Q: 3 clusters Score -726121.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -726125.125000 Penalty: 4484.969238
	Iteration 62Q: 3 clusters Score -726125.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -726128.812500 Penalty: 4484.969238
	Iteration 63Q: 3 clusters Score -726128.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -726132.000000 Penalty: 4484.969238
	Iteration 64Q: 3 clusters Score -726132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -726133.625000 Penalty: 4484.969238
	Iteration 65Q: 3 clusters Score -726133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -726134.750000 Penalty: 4484.969238
	Iteration 66Q: 3 clusters Score -726134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -726137.000000 Penalty: 4484.969238
	Iteration 67Q: 3 clusters Score -726137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -726138.625000 Penalty: 4484.969238
	Iteration 68Q: 3 clusters Score -726138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -726140.312500 Penalty: 4484.969238
	Iteration 69Q: 3 clusters Score -726140.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -726145.062500 Penalty: 4484.969238
	Iteration 70Q: 3 clusters Score -726145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -726145.062500 Penalty: 4484.969238
	Iteration 71Q: 3 clusters Score -726145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -726149.312500 Penalty: 4484.969238
	Iteration 72Q: 3 clusters Score -726149.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -726152.562500 Penalty: 4484.969238
	Iteration 73Q: 3 clusters Score -726152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -726155.125000 Penalty: 4484.969238
	Iteration 74Q: 3 clusters Score -726155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -726157.875000 Penalty: 4484.969238
	Iteration 75Q: 3 clusters Score -726157.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -726162.875000 Penalty: 4484.969238
	Iteration 76Q: 3 clusters Score -726162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -726170.562500 Penalty: 4484.969238
	Iteration 77Q: 3 clusters Score -726170.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -726179.562500 Penalty: 4484.969238
	Iteration 78Q: 3 clusters Score -726179.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -726189.812500 Penalty: 4484.969238
	Iteration 79Q: 3 clusters Score -726189.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -726196.437500 Penalty: 4484.969238
	Iteration 80F: 3 clusters Score -726196.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -726200.000000 Penalty: 4484.969238
	Iteration 81Q: 3 clusters Score -726200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -726205.937500 Penalty: 4484.969238
	Iteration 82Q: 3 clusters Score -726205.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -726213.312500 Penalty: 4484.969238
	Iteration 83Q: 3 clusters Score -726213.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -726217.000000 Penalty: 4484.969238
	Iteration 84Q: 3 clusters Score -726217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -726219.500000 Penalty: 4484.969238
	Iteration 85Q: 3 clusters Score -726219.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -726223.875000 Penalty: 4484.969238
	Iteration 86Q: 3 clusters Score -726223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -726227.062500 Penalty: 4484.969238
	Iteration 87Q: 3 clusters Score -726227.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -726229.875000 Penalty: 4484.969238
	Iteration 88Q: 3 clusters Score -726229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -726233.625000 Penalty: 4484.969238
	Iteration 89Q: 3 clusters Score -726233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -726234.375000 Penalty: 4484.969238
	Iteration 90Q: 3 clusters Score -726234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -726239.562500 Penalty: 4484.969238
	Iteration 91Q: 3 clusters Score -726239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -726245.562500 Penalty: 4484.969238
	Iteration 92Q: 3 clusters Score -726245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -726246.937500 Penalty: 4484.969238
	Iteration 93Q: 3 clusters Score -726246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -726248.375000 Penalty: 4484.969238
	Iteration 94Q: 3 clusters Score -726248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -726251.437500 Penalty: 4484.969238
	Iteration 95Q: 3 clusters Score -726251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -726250.875000 Penalty: 4484.969238
	Iteration 96Q: 3 clusters Score -726250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -726251.437500 Penalty: 4484.969238
	Iteration 97Q: 3 clusters Score -726251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -726254.500000 Penalty: 4484.969238
	Iteration 98Q: 3 clusters Score -726254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -726256.312500 Penalty: 4484.969238
	Iteration 99Q: 3 clusters Score -726256.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -726261.687500 Penalty: 4484.969238
	Iteration 100F: 3 clusters Score -726261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -726267.625000 Penalty: 4484.969238
	Iteration 101Q: 3 clusters Score -726267.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -726278.562500 Penalty: 4484.969238
	Iteration 102Q: 3 clusters Score -726278.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -726291.375000 Penalty: 4484.969238
	Iteration 103Q: 3 clusters Score -726291.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -726306.250000 Penalty: 4484.969238
	Iteration 104Q: 3 clusters Score -726306.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -726318.687500 Penalty: 4484.969238
	Iteration 105Q: 3 clusters Score -726318.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -726332.250000 Penalty: 4484.969238
	Iteration 106Q: 3 clusters Score -726332.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -726344.500000 Penalty: 4484.969238
	Iteration 107Q: 3 clusters Score -726344.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -726353.562500 Penalty: 4484.969238
	Iteration 108Q: 3 clusters Score -726353.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -726362.500000 Penalty: 4484.969238
	Iteration 109Q: 3 clusters Score -726362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -726371.625000 Penalty: 4484.969238
	Iteration 110Q: 3 clusters Score -726371.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -726386.312500 Penalty: 4484.969238
	Iteration 111Q: 3 clusters Score -726386.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -726394.125000 Penalty: 4484.969238
	Iteration 112Q: 3 clusters Score -726394.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -726399.500000 Penalty: 4484.969238
	Iteration 113Q: 3 clusters Score -726399.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -726407.937500 Penalty: 4484.969238
	Iteration 114Q: 3 clusters Score -726407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -726410.687500 Penalty: 4484.969238
	Iteration 115Q: 3 clusters Score -726410.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -726417.437500 Penalty: 4484.969238
	Iteration 116Q: 3 clusters Score -726417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -726423.062500 Penalty: 4484.969238
	Iteration 117Q: 3 clusters Score -726423.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -726435.875000 Penalty: 4484.969238
	Iteration 118Q: 3 clusters Score -726435.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -726443.687500 Penalty: 4484.969238
	Iteration 119Q: 3 clusters Score -726443.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -726450.937500 Penalty: 4484.969238
	Iteration 120F: 3 clusters Score -726450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -726453.062500 Penalty: 4484.969238
	Iteration 121Q: 3 clusters Score -726453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -726455.375000 Penalty: 4484.969238
	Iteration 122Q: 3 clusters Score -726455.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -726461.000000 Penalty: 4484.969238
	Iteration 123Q: 3 clusters Score -726461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -726464.437500 Penalty: 4484.969238
	Iteration 124Q: 3 clusters Score -726464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -726464.750000 Penalty: 4484.969238
	Iteration 125Q: 3 clusters Score -726464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -726464.750000 Penalty: 4484.969238
	Iteration 126F: 3 clusters Score -726464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -708519.750000 Penalty: 2236.456055
	Iteration 0F: 2 clusters Score -708519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -702046.937500 Penalty: 4472.912109
	Iteration 0F: 3 clusters Score -702046.9 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -703868.812500 Penalty: 4472.912109
	Iteration 1F: 3 clusters Score -703868.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -704174.937500 Penalty: 4472.912109
	Iteration 2F: 3 clusters Score -704174.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -704412.125000 Penalty: 4472.912109
	Iteration 3F: 3 clusters Score -704412.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -704617.250000 Penalty: 4472.912109
	Iteration 4Q: 3 clusters Score -704617.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -704823.687500 Penalty: 4472.912109
	Iteration 5Q: 3 clusters Score -704823.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -704994.250000 Penalty: 4472.912109
	Iteration 6Q: 3 clusters Score -704994.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -705145.312500 Penalty: 4472.912109
	Iteration 7Q: 3 clusters Score -705145.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -705280.500000 Penalty: 4472.912109
	Iteration 8Q: 3 clusters Score -705280.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -705437.875000 Penalty: 4472.912109
	Iteration 9Q: 3 clusters Score -705437.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -705618.000000 Penalty: 4472.912109
	Iteration 10Q: 3 clusters Score -705618 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -705821.250000 Penalty: 4472.912109
	Iteration 11Q: 3 clusters Score -705821.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -706027.625000 Penalty: 4472.912109
	Iteration 12Q: 3 clusters Score -706027.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -706198.312500 Penalty: 4472.912109
	Iteration 13Q: 3 clusters Score -706198.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -706351.187500 Penalty: 4472.912109
	Iteration 14Q: 3 clusters Score -706351.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -706484.437500 Penalty: 4472.912109
	Iteration 15Q: 3 clusters Score -706484.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -706592.187500 Penalty: 4472.912109
	Iteration 16Q: 3 clusters Score -706592.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -706700.562500 Penalty: 4472.912109
	Iteration 17Q: 3 clusters Score -706700.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -706860.437500 Penalty: 4472.912109
	Iteration 18Q: 3 clusters Score -706860.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -707186.000000 Penalty: 4472.912109
	Iteration 19Q: 3 clusters Score -707186 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -708081.375000 Penalty: 4472.912109
	Iteration 20F: 3 clusters Score -708081.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -708556.125000 Penalty: 4472.912109
	Iteration 21Q: 3 clusters Score -708556.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -708717.937500 Penalty: 4472.912109
	Iteration 22Q: 3 clusters Score -708717.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -708794.000000 Penalty: 4472.912109
	Iteration 23Q: 3 clusters Score -708794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -708836.500000 Penalty: 4472.912109
	Iteration 24Q: 3 clusters Score -708836.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -708862.687500 Penalty: 4472.912109
	Iteration 25Q: 3 clusters Score -708862.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -708881.625000 Penalty: 4472.912109
	Iteration 26Q: 3 clusters Score -708881.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -708899.437500 Penalty: 4472.912109
	Iteration 27Q: 3 clusters Score -708899.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -708924.875000 Penalty: 4472.912109
	Iteration 28Q: 3 clusters Score -708924.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -708937.500000 Penalty: 4472.912109
	Iteration 29Q: 3 clusters Score -708937.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -708952.500000 Penalty: 4472.912109
	Iteration 30Q: 3 clusters Score -708952.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -708962.750000 Penalty: 4472.912109
	Iteration 31Q: 3 clusters Score -708962.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -708967.125000 Penalty: 4472.912109
	Iteration 32Q: 3 clusters Score -708967.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -708971.625000 Penalty: 4472.912109
	Iteration 33Q: 3 clusters Score -708971.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -708976.000000 Penalty: 4472.912109
	Iteration 34Q: 3 clusters Score -708976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -708976.500000 Penalty: 4472.912109
	Iteration 35Q: 3 clusters Score -708976.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -708978.750000 Penalty: 4472.912109
	Iteration 36Q: 3 clusters Score -708978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -708981.187500 Penalty: 4472.912109
	Iteration 37Q: 3 clusters Score -708981.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -708981.187500 Penalty: 4472.912109
	Iteration 38Q: 3 clusters Score -708981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -708982.500000 Penalty: 4472.912109
	Iteration 39Q: 3 clusters Score -708982.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -708987.937500 Penalty: 4472.912109
	Iteration 40F: 3 clusters Score -708987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -708992.937500 Penalty: 4472.912109
	Iteration 41Q: 3 clusters Score -708992.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -708995.437500 Penalty: 4472.912109
	Iteration 42Q: 3 clusters Score -708995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -708997.250000 Penalty: 4472.912109
	Iteration 43Q: 3 clusters Score -708997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -708999.937500 Penalty: 4472.912109
	Iteration 44Q: 3 clusters Score -708999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -708999.187500 Penalty: 4472.912109
	Iteration 45Q: 3 clusters Score -708999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -709001.000000 Penalty: 4472.912109
	Iteration 46Q: 3 clusters Score -709001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -709004.812500 Penalty: 4472.912109
	Iteration 47Q: 3 clusters Score -709004.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -709010.562500 Penalty: 4472.912109
	Iteration 48Q: 3 clusters Score -709010.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -709013.312500 Penalty: 4472.912109
	Iteration 49Q: 3 clusters Score -709013.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -709016.687500 Penalty: 4472.912109
	Iteration 50Q: 3 clusters Score -709016.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -709029.187500 Penalty: 4472.912109
	Iteration 51Q: 3 clusters Score -709029.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -709034.250000 Penalty: 4472.912109
	Iteration 52Q: 3 clusters Score -709034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -709039.250000 Penalty: 4472.912109
	Iteration 53Q: 3 clusters Score -709039.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -709047.187500 Penalty: 4472.912109
	Iteration 54Q: 3 clusters Score -709047.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -709057.312500 Penalty: 4472.912109
	Iteration 55Q: 3 clusters Score -709057.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -709062.500000 Penalty: 4472.912109
	Iteration 56Q: 3 clusters Score -709062.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -709069.750000 Penalty: 4472.912109
	Iteration 57Q: 3 clusters Score -709069.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -709076.500000 Penalty: 4472.912109
	Iteration 58Q: 3 clusters Score -709076.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -709083.625000 Penalty: 4472.912109
	Iteration 59Q: 3 clusters Score -709083.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -709096.187500 Penalty: 4472.912109
	Iteration 60F: 3 clusters Score -709096.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -709103.875000 Penalty: 4472.912109
	Iteration 61Q: 3 clusters Score -709103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -709110.062500 Penalty: 4472.912109
	Iteration 62Q: 3 clusters Score -709110.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -709120.375000 Penalty: 4472.912109
	Iteration 63Q: 3 clusters Score -709120.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -709128.500000 Penalty: 4472.912109
	Iteration 64Q: 3 clusters Score -709128.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -709150.000000 Penalty: 4472.912109
	Iteration 65Q: 3 clusters Score -709150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -709168.437500 Penalty: 4472.912109
	Iteration 66Q: 3 clusters Score -709168.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -709188.125000 Penalty: 4472.912109
	Iteration 67Q: 3 clusters Score -709188.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -709208.250000 Penalty: 4472.912109
	Iteration 68Q: 3 clusters Score -709208.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -709226.250000 Penalty: 4472.912109
	Iteration 69Q: 3 clusters Score -709226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -709229.250000 Penalty: 4472.912109
	Iteration 70Q: 3 clusters Score -709229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -709233.000000 Penalty: 4472.912109
	Iteration 71Q: 3 clusters Score -709233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -709235.562500 Penalty: 4472.912109
	Iteration 72Q: 3 clusters Score -709235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -709234.750000 Penalty: 4472.912109
	Iteration 73Q: 3 clusters Score -709234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -709236.562500 Penalty: 4472.912109
	Iteration 74Q: 3 clusters Score -709236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -709235.500000 Penalty: 4472.912109
	Iteration 75Q: 3 clusters Score -709235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -709237.125000 Penalty: 4472.912109
	Iteration 76Q: 3 clusters Score -709237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -709236.812500 Penalty: 4472.912109
	Iteration 77Q: 3 clusters Score -709236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -709236.812500 Penalty: 4472.912109
	Iteration 78F: 3 clusters Score -709236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6125 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25890 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33141 members 
Mstep: Class 26 contains 8401 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14486 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7190 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3125 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 4324 members 
Entering Unmasked Estep 
Score: -113006992.000000 Penalty: 139884.406250
Splitting cluster 10 changes total score from -113007600.000000 to -113006992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -1712962.250000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -1712962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1699341.500000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -1699342 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1703819.875000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -1703820 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1704167.750000 Penalty: 4894.227051
	Iteration 2Q: 3 clusters Score -1704168 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1704472.375000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -1704472 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1704764.250000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -1704764 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1705004.375000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -1705004 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1705298.250000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -1705298 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1705647.750000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -1705648 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1706098.125000 Penalty: 4894.227051
	Iteration 8Q: 3 clusters Score -1706098 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1706680.250000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -1706680 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1707393.000000 Penalty: 4894.227051
	Iteration 10F: 3 clusters Score -1707393 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1708204.125000 Penalty: 4894.227051
	Iteration 11F: 3 clusters Score -1708204 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -1709058.375000 Penalty: 4894.227051
	Iteration 12F: 3 clusters Score -1709058 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1709783.250000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -1709783 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -1710257.750000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -1710258 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1710490.750000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -1710491 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1710607.125000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -1710607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1710678.125000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -1710678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1710721.625000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -1710722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1710747.125000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -1710747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1710774.875000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -1710775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1710792.625000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -1710793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1710804.750000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -1710805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1710813.875000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -1710814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1710814.375000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -1710814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1710814.250000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -1710814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1710817.500000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -1710818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1710818.625000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -1710819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -1710821.250000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -1710821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1710827.125000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -1710827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1710832.500000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -1710832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -1710848.000000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -1710848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -1710853.500000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -1710854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1710859.625000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -1710860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -1710866.000000 Penalty: 4894.227051
	Iteration 34Q: 3 clusters Score -1710866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1710869.750000 Penalty: 4894.227051
	Iteration 35Q: 3 clusters Score -1710870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1710872.125000 Penalty: 4894.227051
	Iteration 36Q: 3 clusters Score -1710872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1710872.125000 Penalty: 4894.227051
	Iteration 37F: 3 clusters Score -1710872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Entering Unmasked Estep 
Score: -362607.031250 Penalty: 2085.416992
	Iteration 0F: 2 clusters Score -362607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -358392.125000 Penalty: 4170.833984
	Iteration 0F: 3 clusters Score -358392.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -359346.500000 Penalty: 4170.833984
	Iteration 1F: 3 clusters Score -359346.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -359579.593750 Penalty: 4170.833984
	Iteration 2F: 3 clusters Score -359579.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -359735.218750 Penalty: 4170.833984
	Iteration 3F: 3 clusters Score -359735.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -359865.843750 Penalty: 4170.833984
	Iteration 4Q: 3 clusters Score -359865.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -359981.437500 Penalty: 4170.833984
	Iteration 5Q: 3 clusters Score -359981.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -360121.812500 Penalty: 4170.833984
	Iteration 6Q: 3 clusters Score -360121.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -360262.968750 Penalty: 4170.833984
	Iteration 7Q: 3 clusters Score -360263 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -360392.531250 Penalty: 4170.833984
	Iteration 8Q: 3 clusters Score -360392.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -360507.156250 Penalty: 4170.833984
	Iteration 9Q: 3 clusters Score -360507.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -360609.906250 Penalty: 4170.833984
	Iteration 10Q: 3 clusters Score -360609.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -360713.906250 Penalty: 4170.833984
	Iteration 11Q: 3 clusters Score -360713.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -360810.500000 Penalty: 4170.833984
	Iteration 12Q: 3 clusters Score -360810.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -360895.187500 Penalty: 4170.833984
	Iteration 13Q: 3 clusters Score -360895.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -361021.093750 Penalty: 4170.833984
	Iteration 14Q: 3 clusters Score -361021.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -361186.750000 Penalty: 4170.833984
	Iteration 15Q: 3 clusters Score -361186.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -361350.656250 Penalty: 4170.833984
	Iteration 16Q: 3 clusters Score -361350.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -361452.781250 Penalty: 4170.833984
	Iteration 17Q: 3 clusters Score -361452.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -361518.968750 Penalty: 4170.833984
	Iteration 18Q: 3 clusters Score -361519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -361557.187500 Penalty: 4170.833984
	Iteration 19Q: 3 clusters Score -361557.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -361583.437500 Penalty: 4170.833984
	Iteration 20F: 3 clusters Score -361583.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -361599.906250 Penalty: 4170.833984
	Iteration 21Q: 3 clusters Score -361599.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -361613.218750 Penalty: 4170.833984
	Iteration 22Q: 3 clusters Score -361613.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -361624.187500 Penalty: 4170.833984
	Iteration 23Q: 3 clusters Score -361624.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -361632.937500 Penalty: 4170.833984
	Iteration 24Q: 3 clusters Score -361632.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -361646.312500 Penalty: 4170.833984
	Iteration 25Q: 3 clusters Score -361646.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -361658.250000 Penalty: 4170.833984
	Iteration 26Q: 3 clusters Score -361658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -361672.218750 Penalty: 4170.833984
	Iteration 27Q: 3 clusters Score -361672.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -361684.312500 Penalty: 4170.833984
	Iteration 28Q: 3 clusters Score -361684.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -361690.031250 Penalty: 4170.833984
	Iteration 29Q: 3 clusters Score -361690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -361694.500000 Penalty: 4170.833984
	Iteration 30Q: 3 clusters Score -361694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -361695.843750 Penalty: 4170.833984
	Iteration 31Q: 3 clusters Score -361695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -361697.375000 Penalty: 4170.833984
	Iteration 32Q: 3 clusters Score -361697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -361697.937500 Penalty: 4170.833984
	Iteration 33Q: 3 clusters Score -361697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -361698.406250 Penalty: 4170.833984
	Iteration 34Q: 3 clusters Score -361698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -361699.031250 Penalty: 4170.833984
	Iteration 35Q: 3 clusters Score -361699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -361701.093750 Penalty: 4170.833984
	Iteration 36Q: 3 clusters Score -361701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -361700.781250 Penalty: 4170.833984
	Iteration 37Q: 3 clusters Score -361700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -361700.781250 Penalty: 4170.833984
	Iteration 38F: 3 clusters Score -361700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -394425.687500 Penalty: 2109.520752
	Iteration 0F: 2 clusters Score -394425.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -389864.312500 Penalty: 4219.041504
	Iteration 0F: 3 clusters Score -389864.3 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -390904.250000 Penalty: 4219.041504
	Iteration 1F: 3 clusters Score -390904.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -391131.281250 Penalty: 4219.041504
	Iteration 2F: 3 clusters Score -391131.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -391278.812500 Penalty: 4219.041504
	Iteration 3F: 3 clusters Score -391278.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -391400.843750 Penalty: 4219.041504
	Iteration 4Q: 3 clusters Score -391400.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -391510.906250 Penalty: 4219.041504
	Iteration 5Q: 3 clusters Score -391510.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -391626.531250 Penalty: 4219.041504
	Iteration 6Q: 3 clusters Score -391626.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -391773.718750 Penalty: 4219.041504
	Iteration 7Q: 3 clusters Score -391773.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -391939.656250 Penalty: 4219.041504
	Iteration 8Q: 3 clusters Score -391939.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -392132.000000 Penalty: 4219.041504
	Iteration 9Q: 3 clusters Score -392132 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -392381.500000 Penalty: 4219.041504
	Iteration 10Q: 3 clusters Score -392381.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -392605.343750 Penalty: 4219.041504
	Iteration 11Q: 3 clusters Score -392605.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -392780.312500 Penalty: 4219.041504
	Iteration 12Q: 3 clusters Score -392780.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -392998.843750 Penalty: 4219.041504
	Iteration 13Q: 3 clusters Score -392998.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -393287.500000 Penalty: 4219.041504
	Iteration 14Q: 3 clusters Score -393287.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -393553.625000 Penalty: 4219.041504
	Iteration 15Q: 3 clusters Score -393553.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -393778.406250 Penalty: 4219.041504
	Iteration 16Q: 3 clusters Score -393778.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -393932.718750 Penalty: 4219.041504
	Iteration 17Q: 3 clusters Score -393932.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -394029.937500 Penalty: 4219.041504
	Iteration 18Q: 3 clusters Score -394029.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -394111.062500 Penalty: 4219.041504
	Iteration 19Q: 3 clusters Score -394111.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -394190.937500 Penalty: 4219.041504
	Iteration 20F: 3 clusters Score -394190.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -394224.687500 Penalty: 4219.041504
	Iteration 21Q: 3 clusters Score -394224.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -394243.750000 Penalty: 4219.041504
	Iteration 22Q: 3 clusters Score -394243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -394249.531250 Penalty: 4219.041504
	Iteration 23Q: 3 clusters Score -394249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -394251.156250 Penalty: 4219.041504
	Iteration 24Q: 3 clusters Score -394251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -394252.562500 Penalty: 4219.041504
	Iteration 25Q: 3 clusters Score -394252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -394254.125000 Penalty: 4219.041504
	Iteration 26Q: 3 clusters Score -394254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -394254.875000 Penalty: 4219.041504
	Iteration 27Q: 3 clusters Score -394254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -394257.187500 Penalty: 4219.041504
	Iteration 28Q: 3 clusters Score -394257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -394260.312500 Penalty: 4219.041504
	Iteration 29Q: 3 clusters Score -394260.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -394263.781250 Penalty: 4219.041504
	Iteration 30Q: 3 clusters Score -394263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -394268.218750 Penalty: 4219.041504
	Iteration 31Q: 3 clusters Score -394268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -394272.750000 Penalty: 4219.041504
	Iteration 32Q: 3 clusters Score -394272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -394276.281250 Penalty: 4219.041504
	Iteration 33Q: 3 clusters Score -394276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -394280.718750 Penalty: 4219.041504
	Iteration 34Q: 3 clusters Score -394280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -394282.562500 Penalty: 4219.041504
	Iteration 35Q: 3 clusters Score -394282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -394283.500000 Penalty: 4219.041504
	Iteration 36Q: 3 clusters Score -394283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -394284.937500 Penalty: 4219.041504
	Iteration 37Q: 3 clusters Score -394284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -394286.312500 Penalty: 4219.041504
	Iteration 38Q: 3 clusters Score -394286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -394286.312500 Penalty: 4219.041504
	Iteration 39F: 3 clusters Score -394286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Entering Unmasked Estep 
Score: -918032.375000 Penalty: 2303.227783
	Iteration 0F: 2 clusters Score -918032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -909878.312500 Penalty: 4606.455566
	Iteration 0F: 3 clusters Score -909878.3 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -912238.125000 Penalty: 4606.455566
	Iteration 1F: 3 clusters Score -912238.1 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -912517.312500 Penalty: 4606.455566
	Iteration 2F: 3 clusters Score -912517.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -912750.625000 Penalty: 4606.455566
	Iteration 3F: 3 clusters Score -912750.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -912932.812500 Penalty: 4606.455566
	Iteration 4Q: 3 clusters Score -912932.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -913085.250000 Penalty: 4606.455566
	Iteration 5Q: 3 clusters Score -913085.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -913205.687500 Penalty: 4606.455566
	Iteration 6Q: 3 clusters Score -913205.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -913323.812500 Penalty: 4606.455566
	Iteration 7Q: 3 clusters Score -913323.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -913439.500000 Penalty: 4606.455566
	Iteration 8Q: 3 clusters Score -913439.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -913556.750000 Penalty: 4606.455566
	Iteration 9Q: 3 clusters Score -913556.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -913701.062500 Penalty: 4606.455566
	Iteration 10Q: 3 clusters Score -913701.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -913894.312500 Penalty: 4606.455566
	Iteration 11Q: 3 clusters Score -913894.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -914089.125000 Penalty: 4606.455566
	Iteration 12Q: 3 clusters Score -914089.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -914306.500000 Penalty: 4606.455566
	Iteration 13Q: 3 clusters Score -914306.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -914498.687500 Penalty: 4606.455566
	Iteration 14Q: 3 clusters Score -914498.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -914699.187500 Penalty: 4606.455566
	Iteration 15Q: 3 clusters Score -914699.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -914906.500000 Penalty: 4606.455566
	Iteration 16Q: 3 clusters Score -914906.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -915090.812500 Penalty: 4606.455566
	Iteration 17Q: 3 clusters Score -915090.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -915259.812500 Penalty: 4606.455566
	Iteration 18Q: 3 clusters Score -915259.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -915404.812500 Penalty: 4606.455566
	Iteration 19Q: 3 clusters Score -915404.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -915524.937500 Penalty: 4606.455566
	Iteration 20F: 3 clusters Score -915524.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -915620.562500 Penalty: 4606.455566
	Iteration 21Q: 3 clusters Score -915620.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -915711.437500 Penalty: 4606.455566
	Iteration 22Q: 3 clusters Score -915711.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -915806.812500 Penalty: 4606.455566
	Iteration 23Q: 3 clusters Score -915806.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -915885.312500 Penalty: 4606.455566
	Iteration 24Q: 3 clusters Score -915885.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -915935.687500 Penalty: 4606.455566
	Iteration 25Q: 3 clusters Score -915935.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -915971.937500 Penalty: 4606.455566
	Iteration 26Q: 3 clusters Score -915971.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -916001.687500 Penalty: 4606.455566
	Iteration 27Q: 3 clusters Score -916001.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -916025.000000 Penalty: 4606.455566
	Iteration 28Q: 3 clusters Score -916025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -916053.125000 Penalty: 4606.455566
	Iteration 29Q: 3 clusters Score -916053.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -916075.250000 Penalty: 4606.455566
	Iteration 30Q: 3 clusters Score -916075.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -916092.875000 Penalty: 4606.455566
	Iteration 31Q: 3 clusters Score -916092.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -916117.687500 Penalty: 4606.455566
	Iteration 32Q: 3 clusters Score -916117.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -916136.625000 Penalty: 4606.455566
	Iteration 33Q: 3 clusters Score -916136.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -916159.312500 Penalty: 4606.455566
	Iteration 34Q: 3 clusters Score -916159.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -916176.375000 Penalty: 4606.455566
	Iteration 35Q: 3 clusters Score -916176.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -916188.750000 Penalty: 4606.455566
	Iteration 36Q: 3 clusters Score -916188.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -916197.937500 Penalty: 4606.455566
	Iteration 37Q: 3 clusters Score -916197.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -916212.062500 Penalty: 4606.455566
	Iteration 38Q: 3 clusters Score -916212.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -916218.375000 Penalty: 4606.455566
	Iteration 39Q: 3 clusters Score -916218.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -916225.500000 Penalty: 4606.455566
	Iteration 40F: 3 clusters Score -916225.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -916233.500000 Penalty: 4606.455566
	Iteration 41Q: 3 clusters Score -916233.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -916240.375000 Penalty: 4606.455566
	Iteration 42Q: 3 clusters Score -916240.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -916246.875000 Penalty: 4606.455566
	Iteration 43Q: 3 clusters Score -916246.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -916255.312500 Penalty: 4606.455566
	Iteration 44Q: 3 clusters Score -916255.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -916263.312500 Penalty: 4606.455566
	Iteration 45Q: 3 clusters Score -916263.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -916268.312500 Penalty: 4606.455566
	Iteration 46Q: 3 clusters Score -916268.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -916272.562500 Penalty: 4606.455566
	Iteration 47Q: 3 clusters Score -916272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -916274.312500 Penalty: 4606.455566
	Iteration 48Q: 3 clusters Score -916274.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -916274.812500 Penalty: 4606.455566
	Iteration 49Q: 3 clusters Score -916274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -916276.625000 Penalty: 4606.455566
	Iteration 50Q: 3 clusters Score -916276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -916279.812500 Penalty: 4606.455566
	Iteration 51Q: 3 clusters Score -916279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -916281.500000 Penalty: 4606.455566
	Iteration 52Q: 3 clusters Score -916281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -916280.187500 Penalty: 4606.455566
	Iteration 53Q: 3 clusters Score -916280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -916280.187500 Penalty: 4606.455566
	Iteration 54Q: 3 clusters Score -916280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -916280.437500 Penalty: 4606.455566
	Iteration 55Q: 3 clusters Score -916280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -916280.500000 Penalty: 4606.455566
	Iteration 56Q: 3 clusters Score -916280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -916282.562500 Penalty: 4606.455566
	Iteration 57Q: 3 clusters Score -916282.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -916283.500000 Penalty: 4606.455566
	Iteration 58Q: 3 clusters Score -916283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -916282.437500 Penalty: 4606.455566
	Iteration 59Q: 3 clusters Score -916282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -916282.437500 Penalty: 4606.455566
	Iteration 60F: 3 clusters Score -916282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -396230.312500 Penalty: 2149.499268
	Iteration 0F: 2 clusters Score -396230.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -391221.312500 Penalty: 4298.998535
	Iteration 0F: 3 clusters Score -391221.3 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -392926.781250 Penalty: 4298.998535
	Iteration 1F: 3 clusters Score -392926.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -393498.000000 Penalty: 4298.998535
	Iteration 2F: 3 clusters Score -393498 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -394021.968750 Penalty: 4298.998535
	Iteration 3F: 3 clusters Score -394022 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -394542.656250 Penalty: 4298.998535
	Iteration 4F: 3 clusters Score -394542.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -394954.406250 Penalty: 4298.998535
	Iteration 5F: 3 clusters Score -394954.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -395241.156250 Penalty: 4298.998535
	Iteration 6F: 3 clusters Score -395241.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -395400.468750 Penalty: 4298.998535
	Iteration 7Q: 3 clusters Score -395400.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -395498.687500 Penalty: 4298.998535
	Iteration 8Q: 3 clusters Score -395498.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -395549.406250 Penalty: 4298.998535
	Iteration 9Q: 3 clusters Score -395549.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -395578.562500 Penalty: 4298.998535
	Iteration 10Q: 3 clusters Score -395578.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -395594.593750 Penalty: 4298.998535
	Iteration 11Q: 3 clusters Score -395594.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -395605.468750 Penalty: 4298.998535
	Iteration 12Q: 3 clusters Score -395605.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -395621.656250 Penalty: 4298.998535
	Iteration 13Q: 3 clusters Score -395621.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -395629.000000 Penalty: 4298.998535
	Iteration 14Q: 3 clusters Score -395629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -395640.937500 Penalty: 4298.998535
	Iteration 15Q: 3 clusters Score -395640.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -395651.281250 Penalty: 4298.998535
	Iteration 16Q: 3 clusters Score -395651.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -395660.093750 Penalty: 4298.998535
	Iteration 17Q: 3 clusters Score -395660.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -395668.437500 Penalty: 4298.998535
	Iteration 18Q: 3 clusters Score -395668.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -395673.500000 Penalty: 4298.998535
	Iteration 19Q: 3 clusters Score -395673.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -395677.250000 Penalty: 4298.998535
	Iteration 20F: 3 clusters Score -395677.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -395679.812500 Penalty: 4298.998535
	Iteration 21Q: 3 clusters Score -395679.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -395683.812500 Penalty: 4298.998535
	Iteration 22Q: 3 clusters Score -395683.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -395689.218750 Penalty: 4298.998535
	Iteration 23Q: 3 clusters Score -395689.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -395696.187500 Penalty: 4298.998535
	Iteration 24Q: 3 clusters Score -395696.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -395707.250000 Penalty: 4298.998535
	Iteration 25Q: 3 clusters Score -395707.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -395726.750000 Penalty: 4298.998535
	Iteration 26Q: 3 clusters Score -395726.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -395740.437500 Penalty: 4298.998535
	Iteration 27Q: 3 clusters Score -395740.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -395750.437500 Penalty: 4298.998535
	Iteration 28Q: 3 clusters Score -395750.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -395760.437500 Penalty: 4298.998535
	Iteration 29Q: 3 clusters Score -395760.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -395770.718750 Penalty: 4298.998535
	Iteration 30Q: 3 clusters Score -395770.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -395779.750000 Penalty: 4298.998535
	Iteration 31Q: 3 clusters Score -395779.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -395789.343750 Penalty: 4298.998535
	Iteration 32Q: 3 clusters Score -395789.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -395799.375000 Penalty: 4298.998535
	Iteration 33Q: 3 clusters Score -395799.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -395811.187500 Penalty: 4298.998535
	Iteration 34Q: 3 clusters Score -395811.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -395827.718750 Penalty: 4298.998535
	Iteration 35Q: 3 clusters Score -395827.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -395851.562500 Penalty: 4298.998535
	Iteration 36Q: 3 clusters Score -395851.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -395874.750000 Penalty: 4298.998535
	Iteration 37Q: 3 clusters Score -395874.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -395906.937500 Penalty: 4298.998535
	Iteration 38Q: 3 clusters Score -395906.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -395935.562500 Penalty: 4298.998535
	Iteration 39Q: 3 clusters Score -395935.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -395974.187500 Penalty: 4298.998535
	Iteration 40F: 3 clusters Score -395974.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -396009.468750 Penalty: 4298.998535
	Iteration 41Q: 3 clusters Score -396009.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -396044.875000 Penalty: 4298.998535
	Iteration 42Q: 3 clusters Score -396044.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -396072.718750 Penalty: 4298.998535
	Iteration 43Q: 3 clusters Score -396072.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -396093.062500 Penalty: 4298.998535
	Iteration 44Q: 3 clusters Score -396093.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -396102.625000 Penalty: 4298.998535
	Iteration 45Q: 3 clusters Score -396102.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -396108.031250 Penalty: 4298.998535
	Iteration 46Q: 3 clusters Score -396108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -396115.281250 Penalty: 4298.998535
	Iteration 47Q: 3 clusters Score -396115.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -396122.218750 Penalty: 4298.998535
	Iteration 48Q: 3 clusters Score -396122.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -396129.343750 Penalty: 4298.998535
	Iteration 49Q: 3 clusters Score -396129.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -396132.156250 Penalty: 4298.998535
	Iteration 50Q: 3 clusters Score -396132.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -396134.406250 Penalty: 4298.998535
	Iteration 51Q: 3 clusters Score -396134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -396136.593750 Penalty: 4298.998535
	Iteration 52Q: 3 clusters Score -396136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -396139.968750 Penalty: 4298.998535
	Iteration 53Q: 3 clusters Score -396140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -396141.687500 Penalty: 4298.998535
	Iteration 54Q: 3 clusters Score -396141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -396143.875000 Penalty: 4298.998535
	Iteration 55Q: 3 clusters Score -396143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -396145.312500 Penalty: 4298.998535
	Iteration 56Q: 3 clusters Score -396145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -396145.531250 Penalty: 4298.998535
	Iteration 57Q: 3 clusters Score -396145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -396145.531250 Penalty: 4298.998535
	Iteration 58F: 3 clusters Score -396145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Entering Unmasked Estep 
Score: -629403.000000 Penalty: 2215.057861
	Iteration 0F: 2 clusters Score -629403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -623226.625000 Penalty: 4430.115723
	Iteration 0F: 3 clusters Score -623226.6 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -624887.125000 Penalty: 4430.115723
	Iteration 1F: 3 clusters Score -624887.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -625153.687500 Penalty: 4430.115723
	Iteration 2F: 3 clusters Score -625153.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -625341.187500 Penalty: 4430.115723
	Iteration 3F: 3 clusters Score -625341.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -625476.312500 Penalty: 4430.115723
	Iteration 4Q: 3 clusters Score -625476.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -625582.500000 Penalty: 4430.115723
	Iteration 5Q: 3 clusters Score -625582.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -625674.625000 Penalty: 4430.115723
	Iteration 6Q: 3 clusters Score -625674.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -625769.812500 Penalty: 4430.115723
	Iteration 7Q: 3 clusters Score -625769.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -625884.562500 Penalty: 4430.115723
	Iteration 8Q: 3 clusters Score -625884.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -626008.937500 Penalty: 4430.115723
	Iteration 9Q: 3 clusters Score -626008.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -626191.500000 Penalty: 4430.115723
	Iteration 10Q: 3 clusters Score -626191.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -626426.562500 Penalty: 4430.115723
	Iteration 11Q: 3 clusters Score -626426.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -626723.687500 Penalty: 4430.115723
	Iteration 12Q: 3 clusters Score -626723.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -627084.062500 Penalty: 4430.115723
	Iteration 13Q: 3 clusters Score -627084.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -627531.250000 Penalty: 4430.115723
	Iteration 14F: 3 clusters Score -627531.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -627914.937500 Penalty: 4430.115723
	Iteration 15F: 3 clusters Score -627914.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -628173.187500 Penalty: 4430.115723
	Iteration 16Q: 3 clusters Score -628173.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -628299.937500 Penalty: 4430.115723
	Iteration 17Q: 3 clusters Score -628299.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -628352.375000 Penalty: 4430.115723
	Iteration 18Q: 3 clusters Score -628352.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -628389.812500 Penalty: 4430.115723
	Iteration 19Q: 3 clusters Score -628389.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -628412.125000 Penalty: 4430.115723
	Iteration 20F: 3 clusters Score -628412.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -628426.062500 Penalty: 4430.115723
	Iteration 21Q: 3 clusters Score -628426.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -628435.812500 Penalty: 4430.115723
	Iteration 22Q: 3 clusters Score -628435.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -628441.500000 Penalty: 4430.115723
	Iteration 23Q: 3 clusters Score -628441.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -628448.250000 Penalty: 4430.115723
	Iteration 24Q: 3 clusters Score -628448.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -628453.437500 Penalty: 4430.115723
	Iteration 25Q: 3 clusters Score -628453.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -628456.687500 Penalty: 4430.115723
	Iteration 26Q: 3 clusters Score -628456.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -628460.375000 Penalty: 4430.115723
	Iteration 27Q: 3 clusters Score -628460.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -628461.812500 Penalty: 4430.115723
	Iteration 28Q: 3 clusters Score -628461.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -628464.812500 Penalty: 4430.115723
	Iteration 29Q: 3 clusters Score -628464.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -628465.437500 Penalty: 4430.115723
	Iteration 30Q: 3 clusters Score -628465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -628466.000000 Penalty: 4430.115723
	Iteration 31Q: 3 clusters Score -628466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -628468.562500 Penalty: 4430.115723
	Iteration 32Q: 3 clusters Score -628468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -628468.375000 Penalty: 4430.115723
	Iteration 33Q: 3 clusters Score -628468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -628468.250000 Penalty: 4430.115723
	Iteration 34Q: 3 clusters Score -628468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -628467.625000 Penalty: 4430.115723
	Iteration 35Q: 3 clusters Score -628467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -628469.500000 Penalty: 4430.115723
	Iteration 36Q: 3 clusters Score -628469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -628469.500000 Penalty: 4430.115723
	Iteration 37F: 3 clusters Score -628469.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Entering Unmasked Estep 
Score: -1493855.125000 Penalty: 2414.106201
	Iteration 0F: 2 clusters Score -1493855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1481790.875000 Penalty: 4828.212402
	Iteration 0F: 3 clusters Score -1481791 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1485792.125000 Penalty: 4828.212402
	Iteration 1F: 3 clusters Score -1485792 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1486329.875000 Penalty: 4828.212402
	Iteration 2F: 3 clusters Score -1486330 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1486840.875000 Penalty: 4828.212402
	Iteration 3F: 3 clusters Score -1486841 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1487366.375000 Penalty: 4828.212402
	Iteration 4F: 3 clusters Score -1487366 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1487977.500000 Penalty: 4828.212402
	Iteration 5F: 3 clusters Score -1487978 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1488716.250000 Penalty: 4828.212402
	Iteration 6F: 3 clusters Score -1488716 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1489427.625000 Penalty: 4828.212402
	Iteration 7F: 3 clusters Score -1489428 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1490058.750000 Penalty: 4828.212402
	Iteration 8Q: 3 clusters Score -1490059 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1490586.500000 Penalty: 4828.212402
	Iteration 9Q: 3 clusters Score -1490586 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1491006.750000 Penalty: 4828.212402
	Iteration 10Q: 3 clusters Score -1491007 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -1491285.875000 Penalty: 4828.212402
	Iteration 11Q: 3 clusters Score -1491286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1491440.875000 Penalty: 4828.212402
	Iteration 12Q: 3 clusters Score -1491441 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1491543.500000 Penalty: 4828.212402
	Iteration 13Q: 3 clusters Score -1491544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1491605.375000 Penalty: 4828.212402
	Iteration 14Q: 3 clusters Score -1491605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1491649.125000 Penalty: 4828.212402
	Iteration 15Q: 3 clusters Score -1491649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1491687.500000 Penalty: 4828.212402
	Iteration 16Q: 3 clusters Score -1491688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1491717.625000 Penalty: 4828.212402
	Iteration 17Q: 3 clusters Score -1491718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1491738.000000 Penalty: 4828.212402
	Iteration 18Q: 3 clusters Score -1491738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1491766.125000 Penalty: 4828.212402
	Iteration 19Q: 3 clusters Score -1491766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -1491783.625000 Penalty: 4828.212402
	Iteration 20F: 3 clusters Score -1491784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1491793.000000 Penalty: 4828.212402
	Iteration 21Q: 3 clusters Score -1491793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1491805.125000 Penalty: 4828.212402
	Iteration 22Q: 3 clusters Score -1491805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1491808.625000 Penalty: 4828.212402
	Iteration 23Q: 3 clusters Score -1491809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1491811.375000 Penalty: 4828.212402
	Iteration 24Q: 3 clusters Score -1491811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1491813.750000 Penalty: 4828.212402
	Iteration 25Q: 3 clusters Score -1491814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1491819.250000 Penalty: 4828.212402
	Iteration 26Q: 3 clusters Score -1491819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1491822.250000 Penalty: 4828.212402
	Iteration 27Q: 3 clusters Score -1491822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1491822.000000 Penalty: 4828.212402
	Iteration 28Q: 3 clusters Score -1491822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1491822.000000 Penalty: 4828.212402
	Iteration 29F: 3 clusters Score -1491822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Entering Unmasked Estep 
Score: -2300395.250000 Penalty: 2520.921387
	Iteration 0F: 2 clusters Score -2300395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2282484.500000 Penalty: 5041.842773
	Iteration 0F: 3 clusters Score -2282484 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2288875.000000 Penalty: 5041.842773
	Iteration 1F: 3 clusters Score -2288875 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2289462.750000 Penalty: 5041.842773
	Iteration 2F: 3 clusters Score -2289463 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2290038.500000 Penalty: 5041.842773
	Iteration 3F: 3 clusters Score -2290038 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2290594.000000 Penalty: 5041.842773
	Iteration 4Q: 3 clusters Score -2290594 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2291145.250000 Penalty: 5041.842773
	Iteration 5Q: 3 clusters Score -2291145 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2291750.500000 Penalty: 5041.842773
	Iteration 6Q: 3 clusters Score -2291750 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2292522.250000 Penalty: 5041.842773
	Iteration 7Q: 3 clusters Score -2292522 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2293539.250000 Penalty: 5041.842773
	Iteration 8F: 3 clusters Score -2293539 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2294563.500000 Penalty: 5041.842773
	Iteration 9F: 3 clusters Score -2294564 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2295340.750000 Penalty: 5041.842773
	Iteration 10Q: 3 clusters Score -2295341 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2295809.750000 Penalty: 5041.842773
	Iteration 11Q: 3 clusters Score -2295810 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2296093.250000 Penalty: 5041.842773
	Iteration 12Q: 3 clusters Score -2296093 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2296280.250000 Penalty: 5041.842773
	Iteration 13Q: 3 clusters Score -2296280 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2296410.000000 Penalty: 5041.842773
	Iteration 14Q: 3 clusters Score -2296410 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2296494.750000 Penalty: 5041.842773
	Iteration 15Q: 3 clusters Score -2296495 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2296561.250000 Penalty: 5041.842773
	Iteration 16Q: 3 clusters Score -2296561 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2296601.250000 Penalty: 5041.842773
	Iteration 17Q: 3 clusters Score -2296601 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2296654.250000 Penalty: 5041.842773
	Iteration 18Q: 3 clusters Score -2296654 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2296682.500000 Penalty: 5041.842773
	Iteration 19Q: 3 clusters Score -2296682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2296718.750000 Penalty: 5041.842773
	Iteration 20F: 3 clusters Score -2296719 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2296746.500000 Penalty: 5041.842773
	Iteration 21Q: 3 clusters Score -2296746 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2296767.000000 Penalty: 5041.842773
	Iteration 22Q: 3 clusters Score -2296767 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2296782.250000 Penalty: 5041.842773
	Iteration 23Q: 3 clusters Score -2296782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2296798.250000 Penalty: 5041.842773
	Iteration 24Q: 3 clusters Score -2296798 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2296821.000000 Penalty: 5041.842773
	Iteration 25Q: 3 clusters Score -2296821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2296837.750000 Penalty: 5041.842773
	Iteration 26Q: 3 clusters Score -2296838 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2296840.250000 Penalty: 5041.842773
	Iteration 27Q: 3 clusters Score -2296840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2296847.250000 Penalty: 5041.842773
	Iteration 28Q: 3 clusters Score -2296847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2296849.000000 Penalty: 5041.842773
	Iteration 29Q: 3 clusters Score -2296849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2296857.250000 Penalty: 5041.842773
	Iteration 30Q: 3 clusters Score -2296857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2296861.250000 Penalty: 5041.842773
	Iteration 31Q: 3 clusters Score -2296861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2296866.500000 Penalty: 5041.842773
	Iteration 32Q: 3 clusters Score -2296866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2296869.500000 Penalty: 5041.842773
	Iteration 33Q: 3 clusters Score -2296870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2296875.250000 Penalty: 5041.842773
	Iteration 34Q: 3 clusters Score -2296875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2296878.000000 Penalty: 5041.842773
	Iteration 35Q: 3 clusters Score -2296878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2296875.000000 Penalty: 5041.842773
	Iteration 36Q: 3 clusters Score -2296875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2296877.750000 Penalty: 5041.842773
	Iteration 37Q: 3 clusters Score -2296878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2296878.000000 Penalty: 5041.842773
	Iteration 38Q: 3 clusters Score -2296878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2296883.500000 Penalty: 5041.842773
	Iteration 39Q: 3 clusters Score -2296884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2296882.000000 Penalty: 5041.842773
	Iteration 40F: 3 clusters Score -2296882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2296894.000000 Penalty: 5041.842773
	Iteration 41Q: 3 clusters Score -2296894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2296892.750000 Penalty: 5041.842773
	Iteration 42Q: 3 clusters Score -2296893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2296885.250000 Penalty: 5041.842773
	Iteration 43Q: 3 clusters Score -2296885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2296885.000000 Penalty: 5041.842773
	Iteration 44Q: 3 clusters Score -2296885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2296885.250000 Penalty: 5041.842773
	Iteration 45Q: 3 clusters Score -2296885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2296887.250000 Penalty: 5041.842773
	Iteration 46Q: 3 clusters Score -2296887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2296889.250000 Penalty: 5041.842773
	Iteration 47Q: 3 clusters Score -2296889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2296889.500000 Penalty: 5041.842773
	Iteration 48Q: 3 clusters Score -2296890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2296889.500000 Penalty: 5041.842773
	Iteration 49F: 3 clusters Score -2296890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -498905.625000 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -498905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -494003.875000 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -494003.9 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -495273.375000 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -495273.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -495627.500000 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -495627.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -495903.812500 Penalty: 4280.562012
	Iteration 3F: 3 clusters Score -495903.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -496190.593750 Penalty: 4280.562012
	Iteration 4F: 3 clusters Score -496190.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -496436.281250 Penalty: 4280.562012
	Iteration 5F: 3 clusters Score -496436.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -496601.250000 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -496601.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -496739.437500 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -496739.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -496853.281250 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -496853.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -496938.250000 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -496938.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -497007.781250 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -497007.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -497061.625000 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -497061.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -497106.125000 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -497106.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -497144.531250 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -497144.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -497174.812500 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -497174.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -497200.687500 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -497200.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -497229.812500 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -497229.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -497253.500000 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -497253.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -497277.281250 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -497277.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -497293.406250 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -497293.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -497311.031250 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -497311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -497321.437500 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -497321.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -497333.343750 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -497333.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -497343.031250 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -497343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -497352.812500 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -497352.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -497359.500000 Penalty: 4280.562012
	Iteration 25Q: 3 clusters Score -497359.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -497366.562500 Penalty: 4280.562012
	Iteration 26Q: 3 clusters Score -497366.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -497371.031250 Penalty: 4280.562012
	Iteration 27Q: 3 clusters Score -497371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -497377.281250 Penalty: 4280.562012
	Iteration 28Q: 3 clusters Score -497377.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -497382.062500 Penalty: 4280.562012
	Iteration 29Q: 3 clusters Score -497382.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -497389.687500 Penalty: 4280.562012
	Iteration 30Q: 3 clusters Score -497389.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -497394.750000 Penalty: 4280.562012
	Iteration 31Q: 3 clusters Score -497394.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -497399.718750 Penalty: 4280.562012
	Iteration 32Q: 3 clusters Score -497399.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -497404.937500 Penalty: 4280.562012
	Iteration 33Q: 3 clusters Score -497404.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -497410.343750 Penalty: 4280.562012
	Iteration 34Q: 3 clusters Score -497410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -497415.937500 Penalty: 4280.562012
	Iteration 35Q: 3 clusters Score -497415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -497420.218750 Penalty: 4280.562012
	Iteration 36Q: 3 clusters Score -497420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -497423.562500 Penalty: 4280.562012
	Iteration 37Q: 3 clusters Score -497423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -497425.812500 Penalty: 4280.562012
	Iteration 38Q: 3 clusters Score -497425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -497426.625000 Penalty: 4280.562012
	Iteration 39Q: 3 clusters Score -497426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -497428.625000 Penalty: 4280.562012
	Iteration 40F: 3 clusters Score -497428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -497429.468750 Penalty: 4280.562012
	Iteration 41Q: 3 clusters Score -497429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -497429.812500 Penalty: 4280.562012
	Iteration 42Q: 3 clusters Score -497429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -497432.156250 Penalty: 4280.562012
	Iteration 43Q: 3 clusters Score -497432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -497433.406250 Penalty: 4280.562012
	Iteration 44Q: 3 clusters Score -497433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -497433.406250 Penalty: 4280.562012
	Iteration 45F: 3 clusters Score -497433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Entering Unmasked Estep 
Score: -2493797.000000 Penalty: 2547.844727
	Iteration 0F: 2 clusters Score -2493797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2473868.250000 Penalty: 5095.689453
	Iteration 0F: 3 clusters Score -2473868 nChanged 13022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2481088.000000 Penalty: 5095.689453
	Iteration 1F: 3 clusters Score -2481088 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2481753.750000 Penalty: 5095.689453
	Iteration 2F: 3 clusters Score -2481754 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2482499.250000 Penalty: 5095.689453
	Iteration 3F: 3 clusters Score -2482499 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2483311.250000 Penalty: 5095.689453
	Iteration 4F: 3 clusters Score -2483311 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2484250.500000 Penalty: 5095.689453
	Iteration 5F: 3 clusters Score -2484250 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2485288.000000 Penalty: 5095.689453
	Iteration 6F: 3 clusters Score -2485288 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2486337.500000 Penalty: 5095.689453
	Iteration 7F: 3 clusters Score -2486338 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2487371.500000 Penalty: 5095.689453
	Iteration 8F: 3 clusters Score -2487372 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2488413.750000 Penalty: 5095.689453
	Iteration 9Q: 3 clusters Score -2488414 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2489406.250000 Penalty: 5095.689453
	Iteration 10Q: 3 clusters Score -2489406 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2490132.500000 Penalty: 5095.689453
	Iteration 11Q: 3 clusters Score -2490132 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2490580.750000 Penalty: 5095.689453
	Iteration 12Q: 3 clusters Score -2490581 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2490861.000000 Penalty: 5095.689453
	Iteration 13Q: 3 clusters Score -2490861 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2491045.000000 Penalty: 5095.689453
	Iteration 14Q: 3 clusters Score -2491045 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2491173.000000 Penalty: 5095.689453
	Iteration 15Q: 3 clusters Score -2491173 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2491248.250000 Penalty: 5095.689453
	Iteration 16Q: 3 clusters Score -2491248 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2491295.000000 Penalty: 5095.689453
	Iteration 17Q: 3 clusters Score -2491295 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2491326.750000 Penalty: 5095.689453
	Iteration 18Q: 3 clusters Score -2491327 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2491366.750000 Penalty: 5095.689453
	Iteration 19Q: 3 clusters Score -2491367 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2491395.750000 Penalty: 5095.689453
	Iteration 20F: 3 clusters Score -2491396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2491413.750000 Penalty: 5095.689453
	Iteration 21Q: 3 clusters Score -2491414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2491436.250000 Penalty: 5095.689453
	Iteration 22Q: 3 clusters Score -2491436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2491462.500000 Penalty: 5095.689453
	Iteration 23Q: 3 clusters Score -2491462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2491482.750000 Penalty: 5095.689453
	Iteration 24Q: 3 clusters Score -2491483 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2491510.000000 Penalty: 5095.689453
	Iteration 25Q: 3 clusters Score -2491510 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2491534.500000 Penalty: 5095.689453
	Iteration 26Q: 3 clusters Score -2491534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2491560.750000 Penalty: 5095.689453
	Iteration 27Q: 3 clusters Score -2491561 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2491588.250000 Penalty: 5095.689453
	Iteration 28Q: 3 clusters Score -2491588 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2491625.000000 Penalty: 5095.689453
	Iteration 29Q: 3 clusters Score -2491625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2491650.500000 Penalty: 5095.689453
	Iteration 30Q: 3 clusters Score -2491650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2491667.000000 Penalty: 5095.689453
	Iteration 31Q: 3 clusters Score -2491667 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2491681.250000 Penalty: 5095.689453
	Iteration 32Q: 3 clusters Score -2491681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2491696.500000 Penalty: 5095.689453
	Iteration 33Q: 3 clusters Score -2491696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2491698.750000 Penalty: 5095.689453
	Iteration 34Q: 3 clusters Score -2491699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2491708.250000 Penalty: 5095.689453
	Iteration 35Q: 3 clusters Score -2491708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2491718.250000 Penalty: 5095.689453
	Iteration 36Q: 3 clusters Score -2491718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2491721.750000 Penalty: 5095.689453
	Iteration 37Q: 3 clusters Score -2491722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2491726.000000 Penalty: 5095.689453
	Iteration 38Q: 3 clusters Score -2491726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2491728.500000 Penalty: 5095.689453
	Iteration 39Q: 3 clusters Score -2491728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2491739.750000 Penalty: 5095.689453
	Iteration 40F: 3 clusters Score -2491740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2491738.250000 Penalty: 5095.689453
	Iteration 41Q: 3 clusters Score -2491738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2491739.750000 Penalty: 5095.689453
	Iteration 42Q: 3 clusters Score -2491740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2491744.500000 Penalty: 5095.689453
	Iteration 43Q: 3 clusters Score -2491744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2491741.500000 Penalty: 5095.689453
	Iteration 44Q: 3 clusters Score -2491742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2491746.000000 Penalty: 5095.689453
	Iteration 45Q: 3 clusters Score -2491746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2491749.500000 Penalty: 5095.689453
	Iteration 46Q: 3 clusters Score -2491750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2491748.750000 Penalty: 5095.689453
	Iteration 47Q: 3 clusters Score -2491749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2491752.750000 Penalty: 5095.689453
	Iteration 48Q: 3 clusters Score -2491753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2491757.000000 Penalty: 5095.689453
	Iteration 49Q: 3 clusters Score -2491757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2491754.000000 Penalty: 5095.689453
	Iteration 50Q: 3 clusters Score -2491754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2491764.250000 Penalty: 5095.689453
	Iteration 51Q: 3 clusters Score -2491764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2491767.250000 Penalty: 5095.689453
	Iteration 52Q: 3 clusters Score -2491767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2491771.500000 Penalty: 5095.689453
	Iteration 53Q: 3 clusters Score -2491772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2491768.750000 Penalty: 5095.689453
	Iteration 54Q: 3 clusters Score -2491769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2491769.750000 Penalty: 5095.689453
	Iteration 55Q: 3 clusters Score -2491770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2491768.250000 Penalty: 5095.689453
	Iteration 56Q: 3 clusters Score -2491768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2491774.000000 Penalty: 5095.689453
	Iteration 57Q: 3 clusters Score -2491774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2491776.000000 Penalty: 5095.689453
	Iteration 58Q: 3 clusters Score -2491776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2491772.500000 Penalty: 5095.689453
	Iteration 59Q: 3 clusters Score -2491772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2491772.000000 Penalty: 5095.689453
	Iteration 60F: 3 clusters Score -2491772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2491773.750000 Penalty: 5095.689453
	Iteration 61Q: 3 clusters Score -2491774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2491772.750000 Penalty: 5095.689453
	Iteration 62Q: 3 clusters Score -2491773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2491776.500000 Penalty: 5095.689453
	Iteration 63Q: 3 clusters Score -2491776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2491776.500000 Penalty: 5095.689453
	Iteration 64F: 3 clusters Score -2491776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -566594.250000 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -566594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -560946.437500 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -560946.4 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -562465.500000 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -562465.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -562785.375000 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -562785.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -563012.812500 Penalty: 4380.746094
	Iteration 3F: 3 clusters Score -563012.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -563198.750000 Penalty: 4380.746094
	Iteration 4Q: 3 clusters Score -563198.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -563362.437500 Penalty: 4380.746094
	Iteration 5Q: 3 clusters Score -563362.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -563513.500000 Penalty: 4380.746094
	Iteration 6Q: 3 clusters Score -563513.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -563677.312500 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -563677.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -563814.937500 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -563814.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -563934.500000 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -563934.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -564055.375000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -564055.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -564134.312500 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -564134.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -564209.500000 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -564209.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -564278.750000 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -564278.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -564353.437500 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -564353.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -564411.812500 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -564411.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -564451.937500 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -564451.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -564490.250000 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -564490.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -564527.250000 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -564527.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -564558.562500 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -564558.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -564582.687500 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -564582.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -564599.562500 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -564599.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -564610.125000 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -564610.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -564616.562500 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -564616.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -564622.375000 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -564622.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -564630.125000 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -564630.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -564640.625000 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -564640.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -564650.250000 Penalty: 4380.746094
	Iteration 27Q: 3 clusters Score -564650.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -564665.312500 Penalty: 4380.746094
	Iteration 28Q: 3 clusters Score -564665.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -564681.437500 Penalty: 4380.746094
	Iteration 29Q: 3 clusters Score -564681.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -564697.125000 Penalty: 4380.746094
	Iteration 30Q: 3 clusters Score -564697.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -564708.000000 Penalty: 4380.746094
	Iteration 31Q: 3 clusters Score -564708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -564716.437500 Penalty: 4380.746094
	Iteration 32Q: 3 clusters Score -564716.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -564726.687500 Penalty: 4380.746094
	Iteration 33Q: 3 clusters Score -564726.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -564736.562500 Penalty: 4380.746094
	Iteration 34Q: 3 clusters Score -564736.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -564742.437500 Penalty: 4380.746094
	Iteration 35Q: 3 clusters Score -564742.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -564749.500000 Penalty: 4380.746094
	Iteration 36Q: 3 clusters Score -564749.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -564754.875000 Penalty: 4380.746094
	Iteration 37Q: 3 clusters Score -564754.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -564759.875000 Penalty: 4380.746094
	Iteration 38Q: 3 clusters Score -564759.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -564761.937500 Penalty: 4380.746094
	Iteration 39Q: 3 clusters Score -564761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -564766.937500 Penalty: 4380.746094
	Iteration 40F: 3 clusters Score -564766.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -564772.437500 Penalty: 4380.746094
	Iteration 41Q: 3 clusters Score -564772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -564776.312500 Penalty: 4380.746094
	Iteration 42Q: 3 clusters Score -564776.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -564781.562500 Penalty: 4380.746094
	Iteration 43Q: 3 clusters Score -564781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -564781.875000 Penalty: 4380.746094
	Iteration 44Q: 3 clusters Score -564781.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -564784.000000 Penalty: 4380.746094
	Iteration 45Q: 3 clusters Score -564784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -564784.562500 Penalty: 4380.746094
	Iteration 46Q: 3 clusters Score -564784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -564785.375000 Penalty: 4380.746094
	Iteration 47Q: 3 clusters Score -564785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -564787.875000 Penalty: 4380.746094
	Iteration 48Q: 3 clusters Score -564787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -564789.500000 Penalty: 4380.746094
	Iteration 49Q: 3 clusters Score -564789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -564790.000000 Penalty: 4380.746094
	Iteration 50Q: 3 clusters Score -564790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -564791.625000 Penalty: 4380.746094
	Iteration 51Q: 3 clusters Score -564791.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -564791.875000 Penalty: 4380.746094
	Iteration 52Q: 3 clusters Score -564791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -564792.875000 Penalty: 4380.746094
	Iteration 53Q: 3 clusters Score -564792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -564792.875000 Penalty: 4380.746094
	Iteration 54F: 3 clusters Score -564792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329093 members 
Entering Unmasked Estep 
Score: -29056156.000000 Penalty: 3150.615723
	Iteration 0F: 2 clusters Score -2.905616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164677 members 
Mstep: Class 2 contains 164416 members 
Entering Unmasked Estep 
Score: -28835026.000000 Penalty: 6301.231445
	Iteration 0F: 3 clusters Score -2.883503e+07 nChanged 160030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166621 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -28929866.000000 Penalty: 6301.231445
	Iteration 1F: 3 clusters Score -2.892987e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 162161 members 
Entering Unmasked Estep 
Score: -28931598.000000 Penalty: 6301.231445
	Iteration 2Q: 3 clusters Score -2.89316e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167163 members 
Mstep: Class 2 contains 161930 members 
Entering Unmasked Estep 
Score: -28934070.000000 Penalty: 6301.231445
	Iteration 3Q: 3 clusters Score -2.893407e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167332 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -28937768.000000 Penalty: 6301.231445
	Iteration 4Q: 3 clusters Score -2.893777e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -28943274.000000 Penalty: 6301.231445
	Iteration 5Q: 3 clusters Score -2.894327e+07 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 160951 members 
Entering Unmasked Estep 
Score: -28949738.000000 Penalty: 6301.231445
	Iteration 6Q: 3 clusters Score -2.894974e+07 nChanged 16886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169474 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -28957350.000000 Penalty: 6301.231445
	Iteration 7F: 3 clusters Score -2.895735e+07 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 156899 members 
Entering Unmasked Estep 
Score: -28965232.000000 Penalty: 6301.231445
	Iteration 8F: 3 clusters Score -2.896523e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176573 members 
Mstep: Class 2 contains 152520 members 
Entering Unmasked Estep 
Score: -28973094.000000 Penalty: 6301.231445
	Iteration 9F: 3 clusters Score -2.897309e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182551 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -28980522.000000 Penalty: 6301.231445
	Iteration 10Q: 3 clusters Score -2.898052e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189790 members 
Mstep: Class 2 contains 139303 members 
Entering Unmasked Estep 
Score: -28988458.000000 Penalty: 6301.231445
	Iteration 11Q: 3 clusters Score -2.898846e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197465 members 
Mstep: Class 2 contains 131628 members 
Entering Unmasked Estep 
Score: -28994970.000000 Penalty: 6301.231445
	Iteration 12Q: 3 clusters Score -2.899497e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204830 members 
Mstep: Class 2 contains 124263 members 
Entering Unmasked Estep 
Score: -29000336.000000 Penalty: 6301.231445
	Iteration 13Q: 3 clusters Score -2.900034e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211731 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -29004226.000000 Penalty: 6301.231445
	Iteration 14Q: 3 clusters Score -2.900423e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218396 members 
Mstep: Class 2 contains 110697 members 
Entering Unmasked Estep 
Score: -29007362.000000 Penalty: 6301.231445
	Iteration 15Q: 3 clusters Score -2.900736e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224635 members 
Mstep: Class 2 contains 104458 members 
Entering Unmasked Estep 
Score: -29009752.000000 Penalty: 6301.231445
	Iteration 16Q: 3 clusters Score -2.900975e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230734 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -29011974.000000 Penalty: 6301.231445
	Iteration 17Q: 3 clusters Score -2.901197e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236942 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -29014010.000000 Penalty: 6301.231445
	Iteration 18Q: 3 clusters Score -2.901401e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243410 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -29016080.000000 Penalty: 6301.231445
	Iteration 19Q: 3 clusters Score -2.901608e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250279 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -29018396.000000 Penalty: 6301.231445
	Iteration 20F: 3 clusters Score -2.90184e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257892 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -29021372.000000 Penalty: 6301.231445
	Iteration 21Q: 3 clusters Score -2.902137e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266374 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -29024966.000000 Penalty: 6301.231445
	Iteration 22Q: 3 clusters Score -2.902497e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275403 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -29029122.000000 Penalty: 6301.231445
	Iteration 23Q: 3 clusters Score -2.902912e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284486 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -29033562.000000 Penalty: 6301.231445
	Iteration 24Q: 3 clusters Score -2.903356e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293141 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -29037818.000000 Penalty: 6301.231445
	Iteration 25Q: 3 clusters Score -2.903782e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300934 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -29041594.000000 Penalty: 6301.231445
	Iteration 26Q: 3 clusters Score -2.904159e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307638 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -29044974.000000 Penalty: 6301.231445
	Iteration 27Q: 3 clusters Score -2.904497e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312903 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -29047632.000000 Penalty: 6301.231445
	Iteration 28Q: 3 clusters Score -2.904763e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316898 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -29049316.000000 Penalty: 6301.231445
	Iteration 29Q: 3 clusters Score -2.904932e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319835 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -29050700.000000 Penalty: 6301.231445
	Iteration 30Q: 3 clusters Score -2.90507e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321943 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -29051480.000000 Penalty: 6301.231445
	Iteration 31Q: 3 clusters Score -2.905148e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323421 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -29051978.000000 Penalty: 6301.231445
	Iteration 32Q: 3 clusters Score -2.905198e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324454 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -29052510.000000 Penalty: 6301.231445
	Iteration 33Q: 3 clusters Score -2.905251e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325176 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -29052778.000000 Penalty: 6301.231445
	Iteration 34Q: 3 clusters Score -2.905278e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325690 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -29052944.000000 Penalty: 6301.231445
	Iteration 35Q: 3 clusters Score -2.905294e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326064 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -29053088.000000 Penalty: 6301.231445
	Iteration 36Q: 3 clusters Score -2.905309e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326346 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -29053180.000000 Penalty: 6301.231445
	Iteration 37Q: 3 clusters Score -2.905318e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326547 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -29053196.000000 Penalty: 6301.231445
	Iteration 38Q: 3 clusters Score -2.90532e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326695 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -29053266.000000 Penalty: 6301.231445
	Iteration 39Q: 3 clusters Score -2.905327e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326812 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -29053328.000000 Penalty: 6301.231445
	Iteration 40F: 3 clusters Score -2.905333e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326911 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -29053344.000000 Penalty: 6301.231445
	Iteration 41Q: 3 clusters Score -2.905334e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326988 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -29053364.000000 Penalty: 6301.231445
	Iteration 42Q: 3 clusters Score -2.905336e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327057 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -29053400.000000 Penalty: 6301.231445
	Iteration 43Q: 3 clusters Score -2.90534e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327124 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -29053414.000000 Penalty: 6301.231445
	Iteration 44Q: 3 clusters Score -2.905341e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327175 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -29053420.000000 Penalty: 6301.231445
	Iteration 45Q: 3 clusters Score -2.905342e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327239 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -29053498.000000 Penalty: 6301.231445
	Iteration 46Q: 3 clusters Score -2.90535e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327290 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -29053500.000000 Penalty: 6301.231445
	Iteration 47Q: 3 clusters Score -2.90535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327329 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -29053520.000000 Penalty: 6301.231445
	Iteration 48Q: 3 clusters Score -2.905352e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327364 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -29053506.000000 Penalty: 6301.231445
	Iteration 49Q: 3 clusters Score -2.905351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327380 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -29053516.000000 Penalty: 6301.231445
	Iteration 50Q: 3 clusters Score -2.905352e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327397 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -29053526.000000 Penalty: 6301.231445
	Iteration 51Q: 3 clusters Score -2.905353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327423 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -29053508.000000 Penalty: 6301.231445
	Iteration 52Q: 3 clusters Score -2.905351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327433 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -29053526.000000 Penalty: 6301.231445
	Iteration 53Q: 3 clusters Score -2.905353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327443 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -29053534.000000 Penalty: 6301.231445
	Iteration 54Q: 3 clusters Score -2.905353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327464 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -29053572.000000 Penalty: 6301.231445
	Iteration 55Q: 3 clusters Score -2.905357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327485 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -29053560.000000 Penalty: 6301.231445
	Iteration 56Q: 3 clusters Score -2.905356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327499 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -29053562.000000 Penalty: 6301.231445
	Iteration 57Q: 3 clusters Score -2.905356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327513 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -29053572.000000 Penalty: 6301.231445
	Iteration 58Q: 3 clusters Score -2.905357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327516 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -29053562.000000 Penalty: 6301.231445
	Iteration 59Q: 3 clusters Score -2.905356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327521 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -29053584.000000 Penalty: 6301.231445
	Iteration 60F: 3 clusters Score -2.905358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327525 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -29053576.000000 Penalty: 6301.231445
	Iteration 61Q: 3 clusters Score -2.905358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327526 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -29053592.000000 Penalty: 6301.231445
	Iteration 62Q: 3 clusters Score -2.905359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327525 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -29053580.000000 Penalty: 6301.231445
	Iteration 63Q: 3 clusters Score -2.905358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327525 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -29053580.000000 Penalty: 6301.231445
	Iteration 64F: 3 clusters Score -2.905358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Entering Unmasked Estep 
Score: -2242592.500000 Penalty: 2520.079834
	Iteration 0F: 2 clusters Score -2242592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2224710.750000 Penalty: 5040.159668
	Iteration 0F: 3 clusters Score -2224711 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2231124.500000 Penalty: 5040.159668
	Iteration 1F: 3 clusters Score -2231124 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2231802.250000 Penalty: 5040.159668
	Iteration 2F: 3 clusters Score -2231802 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2232630.000000 Penalty: 5040.159668
	Iteration 3F: 3 clusters Score -2232630 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2233567.250000 Penalty: 5040.159668
	Iteration 4F: 3 clusters Score -2233567 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2234548.250000 Penalty: 5040.159668
	Iteration 5F: 3 clusters Score -2234548 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2235393.500000 Penalty: 5040.159668
	Iteration 6F: 3 clusters Score -2235394 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2236066.750000 Penalty: 5040.159668
	Iteration 7F: 3 clusters Score -2236067 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2236536.250000 Penalty: 5040.159668
	Iteration 8Q: 3 clusters Score -2236536 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2236803.000000 Penalty: 5040.159668
	Iteration 9Q: 3 clusters Score -2236803 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2236967.500000 Penalty: 5040.159668
	Iteration 10Q: 3 clusters Score -2236968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2237052.250000 Penalty: 5040.159668
	Iteration 11Q: 3 clusters Score -2237052 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2237108.500000 Penalty: 5040.159668
	Iteration 12Q: 3 clusters Score -2237108 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2237177.500000 Penalty: 5040.159668
	Iteration 13Q: 3 clusters Score -2237178 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2237222.500000 Penalty: 5040.159668
	Iteration 14Q: 3 clusters Score -2237222 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2237255.000000 Penalty: 5040.159668
	Iteration 15Q: 3 clusters Score -2237255 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2237297.500000 Penalty: 5040.159668
	Iteration 16Q: 3 clusters Score -2237298 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2237357 nChanged 207
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Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 15483 members 
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	Iteration 19Q: 3 clusters Score -2237416 nChanged 243
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Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15474 members 
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Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 15467 members 
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Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2237716 nChanged 313
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Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 15580 members 
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	Iteration 24Q: 3 clusters Score -2237790 nChanged 302
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15640 members 
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Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2238041 nChanged 279
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Mstep: Class 1 contains 10082 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2238124 nChanged 280
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Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2238209 nChanged 287
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Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9840 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9807 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 16206 members 
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Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 16230 members 
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Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2238592 nChanged 151
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Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2238627 nChanged 128
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Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9486 members 
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Mstep: Class 1 contains 9450 members 
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Mstep: Class 1 contains 9404 members 
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Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 16516 members 
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Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 16548 members 
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Mstep: Class 1 contains 9315 members 
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Mstep: Class 1 contains 9281 members 
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	Iteration 48Q: 3 clusters Score -2238789 nChanged 110
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	Iteration 49Q: 3 clusters Score -2238798 nChanged 101
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Mstep: Class 2 contains 16682 members 
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	Iteration 50Q: 3 clusters Score -2238814 nChanged 89
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	Iteration 52Q: 3 clusters Score -2238848 nChanged 75
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	Iteration 53Q: 3 clusters Score -2238848 nChanged 57
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Mstep: Class 1 contains 9068 members 
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Mstep: Class 1 contains 9038 members 
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Mstep: Class 1 contains 9008 members 
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Mstep: Class 1 contains 8988 members 
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	Iteration 57Q: 3 clusters Score -2238881 nChanged 52
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Mstep: Class 1 contains 8962 members 
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Mstep: Class 1 contains 8936 members 
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Mstep: Class 1 contains 8915 members 
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	Iteration 60F: 3 clusters Score -2238890 nChanged 53
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Mstep: Class 1 contains 8865 members 
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	Iteration 63Q: 3 clusters Score -2238904 nChanged 45
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	Iteration 64Q: 3 clusters Score -2238906 nChanged 49
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Mstep: Class 1 contains 8801 members 
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	Iteration 65Q: 3 clusters Score -2238912 nChanged 59
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Mstep: Class 1 contains 8760 members 
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Mstep: Class 1 contains 8729 members 
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	Iteration 67Q: 3 clusters Score -2238928 nChanged 32
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Mstep: Class 1 contains 8703 members 
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Mstep: Class 1 contains 8688 members 
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Mstep: Class 1 contains 8657 members 
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Mstep: Class 1 contains 8637 members 
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	Iteration 71Q: 3 clusters Score -2238935 nChanged 23
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	Iteration 73Q: 3 clusters Score -2238942 nChanged 19
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Mstep: Class 1 contains 8565 members 
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	Iteration 76Q: 3 clusters Score -2238950 nChanged 19
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	Iteration 78Q: 3 clusters Score -2238954 nChanged 36
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Mstep: Class 1 contains 8462 members 
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	Iteration 79Q: 3 clusters Score -2238965 nChanged 42
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	Iteration 80F: 3 clusters Score -2238968 nChanged 43
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	Iteration 82Q: 3 clusters Score -2238978 nChanged 56
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	Iteration 83Q: 3 clusters Score -2238976 nChanged 64
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	Iteration 86Q: 3 clusters Score -2239009 nChanged 57
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	Iteration 87Q: 3 clusters Score -2239020 nChanged 47
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	Iteration 89Q: 3 clusters Score -2239027 nChanged 33
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	Iteration 90Q: 3 clusters Score -2239024 nChanged 24
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	Iteration 91Q: 3 clusters Score -2239034 nChanged 22
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	Iteration 92Q: 3 clusters Score -2239038 nChanged 18
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	Iteration 93Q: 3 clusters Score -2239040 nChanged 27
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	Iteration 94Q: 3 clusters Score -2239043 nChanged 27
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	Iteration 95Q: 3 clusters Score -2239040 nChanged 26
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	Iteration 96Q: 3 clusters Score -2239040 nChanged 25
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	Iteration 100F: 3 clusters Score -2239063 nChanged 18
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	Iteration 102Q: 3 clusters Score -2239070 nChanged 11
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	Iteration 103Q: 3 clusters Score -2239067 nChanged 5
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	Iteration 104Q: 3 clusters Score -2239070 nChanged 6
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	Iteration 106Q: 3 clusters Score -2239071 nChanged 8
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	Iteration 107Q: 3 clusters Score -2239070 nChanged 8
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	Iteration 108Q: 3 clusters Score -2239070 nChanged 7
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	Iteration 109Q: 3 clusters Score -2239065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2239067.000000 Penalty: 5040.159668
	Iteration 110Q: 3 clusters Score -2239067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2239065.750000 Penalty: 5040.159668
	Iteration 111Q: 3 clusters Score -2239066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2239065.750000 Penalty: 5040.159668
	Iteration 112F: 3 clusters Score -2239066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Entering Unmasked Estep 
Score: -4779780.500000 Penalty: 2699.949951
	Iteration 0F: 2 clusters Score -4779780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -4743624.000000 Penalty: 5399.899902
	Iteration 0F: 3 clusters Score -4743624 nChanged 24765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -4757421.000000 Penalty: 5399.899902
	Iteration 1F: 3 clusters Score -4757421 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4757904.500000 Penalty: 5399.899902
	Iteration 2Q: 3 clusters Score -4757904 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4758368.500000 Penalty: 5399.899902
	Iteration 3Q: 3 clusters Score -4758368 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -4758823.500000 Penalty: 5399.899902
	Iteration 4Q: 3 clusters Score -4758824 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4759423.500000 Penalty: 5399.899902
	Iteration 5Q: 3 clusters Score -4759424 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4760173.500000 Penalty: 5399.899902
	Iteration 6Q: 3 clusters Score -4760174 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4761226.500000 Penalty: 5399.899902
	Iteration 7Q: 3 clusters Score -4761226 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4762693.500000 Penalty: 5399.899902
	Iteration 8F: 3 clusters Score -4762694 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4764718.000000 Penalty: 5399.899902
	Iteration 9F: 3 clusters Score -4764718 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4767286.000000 Penalty: 5399.899902
	Iteration 10F: 3 clusters Score -4767286 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4770281.500000 Penalty: 5399.899902
	Iteration 11F: 3 clusters Score -4770282 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4772995.000000 Penalty: 5399.899902
	Iteration 12F: 3 clusters Score -4772995 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4774826.000000 Penalty: 5399.899902
	Iteration 13Q: 3 clusters Score -4774826 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -4775833.500000 Penalty: 5399.899902
	Iteration 14Q: 3 clusters Score -4775834 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4776373.000000 Penalty: 5399.899902
	Iteration 15Q: 3 clusters Score -4776373 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -4776734.000000 Penalty: 5399.899902
	Iteration 16Q: 3 clusters Score -4776734 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4776957.500000 Penalty: 5399.899902
	Iteration 17Q: 3 clusters Score -4776958 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4777152.500000 Penalty: 5399.899902
	Iteration 18Q: 3 clusters Score -4777152 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4777292.500000 Penalty: 5399.899902
	Iteration 19Q: 3 clusters Score -4777292 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4777430.500000 Penalty: 5399.899902
	Iteration 20F: 3 clusters Score -4777430 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4777531.500000 Penalty: 5399.899902
	Iteration 21Q: 3 clusters Score -4777532 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4777643.500000 Penalty: 5399.899902
	Iteration 22Q: 3 clusters Score -4777644 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4777752.000000 Penalty: 5399.899902
	Iteration 23Q: 3 clusters Score -4777752 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4777843.000000 Penalty: 5399.899902
	Iteration 24Q: 3 clusters Score -4777843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4777926.000000 Penalty: 5399.899902
	Iteration 25Q: 3 clusters Score -4777926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4777992.500000 Penalty: 5399.899902
	Iteration 26Q: 3 clusters Score -4777992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4778049.500000 Penalty: 5399.899902
	Iteration 27Q: 3 clusters Score -4778050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4778081.000000 Penalty: 5399.899902
	Iteration 28Q: 3 clusters Score -4778081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4778109.000000 Penalty: 5399.899902
	Iteration 29Q: 3 clusters Score -4778109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4778104.000000 Penalty: 5399.899902
	Iteration 30Q: 3 clusters Score -4778104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4778110.500000 Penalty: 5399.899902
	Iteration 31Q: 3 clusters Score -4778110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4778106.000000 Penalty: 5399.899902
	Iteration 32Q: 3 clusters Score -4778106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4778105.500000 Penalty: 5399.899902
	Iteration 33Q: 3 clusters Score -4778106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4778110.000000 Penalty: 5399.899902
	Iteration 34Q: 3 clusters Score -4778110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4778121.500000 Penalty: 5399.899902
	Iteration 35Q: 3 clusters Score -4778122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4778120.000000 Penalty: 5399.899902
	Iteration 36Q: 3 clusters Score -4778120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4778133.500000 Penalty: 5399.899902
	Iteration 37Q: 3 clusters Score -4778134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4778136.000000 Penalty: 5399.899902
	Iteration 38Q: 3 clusters Score -4778136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4778154.000000 Penalty: 5399.899902
	Iteration 39Q: 3 clusters Score -4778154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4778164.000000 Penalty: 5399.899902
	Iteration 40F: 3 clusters Score -4778164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4778170.000000 Penalty: 5399.899902
	Iteration 41Q: 3 clusters Score -4778170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4778167.500000 Penalty: 5399.899902
	Iteration 42Q: 3 clusters Score -4778168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4778163.500000 Penalty: 5399.899902
	Iteration 43Q: 3 clusters Score -4778164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4778166.000000 Penalty: 5399.899902
	Iteration 44Q: 3 clusters Score -4778166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4778163.500000 Penalty: 5399.899902
	Iteration 45Q: 3 clusters Score -4778164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4778165.500000 Penalty: 5399.899902
	Iteration 46Q: 3 clusters Score -4778166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4778165.000000 Penalty: 5399.899902
	Iteration 47Q: 3 clusters Score -4778165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4778162.500000 Penalty: 5399.899902
	Iteration 48Q: 3 clusters Score -4778162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4778162.500000 Penalty: 5399.899902
	Iteration 49F: 3 clusters Score -4778162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Entering Unmasked Estep 
Score: -2635764.000000 Penalty: 2581.314453
	Iteration 0F: 2 clusters Score -2635764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2613177.750000 Penalty: 5162.628906
	Iteration 0F: 3 clusters Score -2613178 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2621525.250000 Penalty: 5162.628906
	Iteration 1F: 3 clusters Score -2621525 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2622435.250000 Penalty: 5162.628906
	Iteration 2F: 3 clusters Score -2622435 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2623547.250000 Penalty: 5162.628906
	Iteration 3F: 3 clusters Score -2623547 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2624760.750000 Penalty: 5162.628906
	Iteration 4F: 3 clusters Score -2624761 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2625961.000000 Penalty: 5162.628906
	Iteration 5F: 3 clusters Score -2625961 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2627155.250000 Penalty: 5162.628906
	Iteration 6F: 3 clusters Score -2627155 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2628269.000000 Penalty: 5162.628906
	Iteration 7F: 3 clusters Score -2628269 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2629152.750000 Penalty: 5162.628906
	Iteration 8F: 3 clusters Score -2629153 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2629807.000000 Penalty: 5162.628906
	Iteration 9Q: 3 clusters Score -2629807 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2630157.250000 Penalty: 5162.628906
	Iteration 10Q: 3 clusters Score -2630157 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2630356.000000 Penalty: 5162.628906
	Iteration 11Q: 3 clusters Score -2630356 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2630495.500000 Penalty: 5162.628906
	Iteration 12Q: 3 clusters Score -2630496 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2630592.250000 Penalty: 5162.628906
	Iteration 13Q: 3 clusters Score -2630592 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2630668.250000 Penalty: 5162.628906
	Iteration 14Q: 3 clusters Score -2630668 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2630740.750000 Penalty: 5162.628906
	Iteration 15Q: 3 clusters Score -2630741 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2630814.500000 Penalty: 5162.628906
	Iteration 16Q: 3 clusters Score -2630814 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2630905.750000 Penalty: 5162.628906
	Iteration 17Q: 3 clusters Score -2630906 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2631016.500000 Penalty: 5162.628906
	Iteration 18Q: 3 clusters Score -2631016 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2631160.250000 Penalty: 5162.628906
	Iteration 19Q: 3 clusters Score -2631160 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2631309.500000 Penalty: 5162.628906
	Iteration 20F: 3 clusters Score -2631310 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2631528.750000 Penalty: 5162.628906
	Iteration 21Q: 3 clusters Score -2631529 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2631753.000000 Penalty: 5162.628906
	Iteration 22Q: 3 clusters Score -2631753 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2631953.250000 Penalty: 5162.628906
	Iteration 23Q: 3 clusters Score -2631953 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2632178.250000 Penalty: 5162.628906
	Iteration 24Q: 3 clusters Score -2632178 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2632359.250000 Penalty: 5162.628906
	Iteration 25Q: 3 clusters Score -2632359 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2632544.250000 Penalty: 5162.628906
	Iteration 26Q: 3 clusters Score -2632544 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2632741.000000 Penalty: 5162.628906
	Iteration 27Q: 3 clusters Score -2632741 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2632855.250000 Penalty: 5162.628906
	Iteration 28Q: 3 clusters Score -2632855 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2632965.000000 Penalty: 5162.628906
	Iteration 29Q: 3 clusters Score -2632965 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2633061.000000 Penalty: 5162.628906
	Iteration 30Q: 3 clusters Score -2633061 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2633142.750000 Penalty: 5162.628906
	Iteration 31Q: 3 clusters Score -2633143 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2633215.750000 Penalty: 5162.628906
	Iteration 32Q: 3 clusters Score -2633216 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2633285.500000 Penalty: 5162.628906
	Iteration 33Q: 3 clusters Score -2633286 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2633333.500000 Penalty: 5162.628906
	Iteration 34Q: 3 clusters Score -2633334 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2633379.250000 Penalty: 5162.628906
	Iteration 35Q: 3 clusters Score -2633379 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2633431.250000 Penalty: 5162.628906
	Iteration 36Q: 3 clusters Score -2633431 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2633480.750000 Penalty: 5162.628906
	Iteration 37Q: 3 clusters Score -2633481 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2633504.750000 Penalty: 5162.628906
	Iteration 38Q: 3 clusters Score -2633505 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2633544.750000 Penalty: 5162.628906
	Iteration 39Q: 3 clusters Score -2633545 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2633583.500000 Penalty: 5162.628906
	Iteration 40F: 3 clusters Score -2633584 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2633609.000000 Penalty: 5162.628906
	Iteration 41Q: 3 clusters Score -2633609 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2633639.500000 Penalty: 5162.628906
	Iteration 42Q: 3 clusters Score -2633640 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2633659.000000 Penalty: 5162.628906
	Iteration 43Q: 3 clusters Score -2633659 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2633693.500000 Penalty: 5162.628906
	Iteration 44Q: 3 clusters Score -2633694 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2633716.750000 Penalty: 5162.628906
	Iteration 45Q: 3 clusters Score -2633717 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2633729.250000 Penalty: 5162.628906
	Iteration 46Q: 3 clusters Score -2633729 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2633749.750000 Penalty: 5162.628906
	Iteration 47Q: 3 clusters Score -2633750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2633763.250000 Penalty: 5162.628906
	Iteration 48Q: 3 clusters Score -2633763 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2633771.500000 Penalty: 5162.628906
	Iteration 49Q: 3 clusters Score -2633772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2633782.500000 Penalty: 5162.628906
	Iteration 50Q: 3 clusters Score -2633782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2633781.500000 Penalty: 5162.628906
	Iteration 51Q: 3 clusters Score -2633782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2633797.000000 Penalty: 5162.628906
	Iteration 52Q: 3 clusters Score -2633797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2633803.750000 Penalty: 5162.628906
	Iteration 53Q: 3 clusters Score -2633804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2633805.750000 Penalty: 5162.628906
	Iteration 54Q: 3 clusters Score -2633806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2633810.750000 Penalty: 5162.628906
	Iteration 55Q: 3 clusters Score -2633811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2633822.250000 Penalty: 5162.628906
	Iteration 56Q: 3 clusters Score -2633822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2633824.750000 Penalty: 5162.628906
	Iteration 57Q: 3 clusters Score -2633825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2633825.500000 Penalty: 5162.628906
	Iteration 58Q: 3 clusters Score -2633826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2633826.250000 Penalty: 5162.628906
	Iteration 59Q: 3 clusters Score -2633826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2633821.750000 Penalty: 5162.628906
	Iteration 60F: 3 clusters Score -2633822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2633821.750000 Penalty: 5162.628906
	Iteration 61Q: 3 clusters Score -2633822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2633833.500000 Penalty: 5162.628906
	Iteration 62Q: 3 clusters Score -2633834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2633843.000000 Penalty: 5162.628906
	Iteration 63Q: 3 clusters Score -2633843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2633842.500000 Penalty: 5162.628906
	Iteration 64Q: 3 clusters Score -2633842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2633847.000000 Penalty: 5162.628906
	Iteration 65Q: 3 clusters Score -2633847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2633853.500000 Penalty: 5162.628906
	Iteration 66Q: 3 clusters Score -2633854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2633850.500000 Penalty: 5162.628906
	Iteration 67Q: 3 clusters Score -2633850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2633857.000000 Penalty: 5162.628906
	Iteration 68Q: 3 clusters Score -2633857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2633860.000000 Penalty: 5162.628906
	Iteration 69Q: 3 clusters Score -2633860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2633865.250000 Penalty: 5162.628906
	Iteration 70Q: 3 clusters Score -2633865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2633864.750000 Penalty: 5162.628906
	Iteration 71Q: 3 clusters Score -2633865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2633864.500000 Penalty: 5162.628906
	Iteration 72Q: 3 clusters Score -2633864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2633871.500000 Penalty: 5162.628906
	Iteration 73Q: 3 clusters Score -2633872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2633871.500000 Penalty: 5162.628906
	Iteration 74Q: 3 clusters Score -2633872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2633872.000000 Penalty: 5162.628906
	Iteration 75Q: 3 clusters Score -2633872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2633873.750000 Penalty: 5162.628906
	Iteration 76Q: 3 clusters Score -2633874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2633873.500000 Penalty: 5162.628906
	Iteration 77Q: 3 clusters Score -2633874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2633859.000000 Penalty: 5162.628906
	Iteration 78Q: 3 clusters Score -2633859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2633867.250000 Penalty: 5162.628906
	Iteration 79Q: 3 clusters Score -2633867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2633876.250000 Penalty: 5162.628906
	Iteration 80F: 3 clusters Score -2633876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2633872.000000 Penalty: 5162.628906
	Iteration 81Q: 3 clusters Score -2633872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2633884.500000 Penalty: 5162.628906
	Iteration 82Q: 3 clusters Score -2633884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2633886.000000 Penalty: 5162.628906
	Iteration 83Q: 3 clusters Score -2633886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2633885.500000 Penalty: 5162.628906
	Iteration 84Q: 3 clusters Score -2633886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2633892.000000 Penalty: 5162.628906
	Iteration 85Q: 3 clusters Score -2633892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2633896.750000 Penalty: 5162.628906
	Iteration 86Q: 3 clusters Score -2633897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2633894.500000 Penalty: 5162.628906
	Iteration 87Q: 3 clusters Score -2633894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2633899.000000 Penalty: 5162.628906
	Iteration 88Q: 3 clusters Score -2633899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2633898.750000 Penalty: 5162.628906
	Iteration 89Q: 3 clusters Score -2633899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2633896.500000 Penalty: 5162.628906
	Iteration 90Q: 3 clusters Score -2633896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2633896.000000 Penalty: 5162.628906
	Iteration 91Q: 3 clusters Score -2633896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2633898.250000 Penalty: 5162.628906
	Iteration 92Q: 3 clusters Score -2633898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2633901.750000 Penalty: 5162.628906
	Iteration 93Q: 3 clusters Score -2633902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2633899.500000 Penalty: 5162.628906
	Iteration 94Q: 3 clusters Score -2633900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2633896.250000 Penalty: 5162.628906
	Iteration 95Q: 3 clusters Score -2633896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2633898.750000 Penalty: 5162.628906
	Iteration 96Q: 3 clusters Score -2633899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2633902.500000 Penalty: 5162.628906
	Iteration 97Q: 3 clusters Score -2633902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2633902.000000 Penalty: 5162.628906
	Iteration 98Q: 3 clusters Score -2633902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2633907.750000 Penalty: 5162.628906
	Iteration 99Q: 3 clusters Score -2633908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2633909.250000 Penalty: 5162.628906
	Iteration 100F: 3 clusters Score -2633909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2633909.750000 Penalty: 5162.628906
	Iteration 101Q: 3 clusters Score -2633910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2633912.250000 Penalty: 5162.628906
	Iteration 102Q: 3 clusters Score -2633912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2633913.500000 Penalty: 5162.628906
	Iteration 103Q: 3 clusters Score -2633914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2633917.250000 Penalty: 5162.628906
	Iteration 104Q: 3 clusters Score -2633917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2633915.750000 Penalty: 5162.628906
	Iteration 105Q: 3 clusters Score -2633916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2633915.250000 Penalty: 5162.628906
	Iteration 106Q: 3 clusters Score -2633915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2633912.750000 Penalty: 5162.628906
	Iteration 107Q: 3 clusters Score -2633913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2633910.000000 Penalty: 5162.628906
	Iteration 108Q: 3 clusters Score -2633910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2633911.000000 Penalty: 5162.628906
	Iteration 109Q: 3 clusters Score -2633911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2633911.000000 Penalty: 5162.628906
	Iteration 110F: 3 clusters Score -2633911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Entering Unmasked Estep 
Score: -727647.500000 Penalty: 2240.954346
	Iteration 0F: 2 clusters Score -727647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -720936.625000 Penalty: 4481.908691
	Iteration 0F: 3 clusters Score -720936.6 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -722715.812500 Penalty: 4481.908691
	Iteration 1F: 3 clusters Score -722715.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -722999.625000 Penalty: 4481.908691
	Iteration 2F: 3 clusters Score -722999.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -723232.937500 Penalty: 4481.908691
	Iteration 3F: 3 clusters Score -723232.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -723473.312500 Penalty: 4481.908691
	Iteration 4Q: 3 clusters Score -723473.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -723758.250000 Penalty: 4481.908691
	Iteration 5Q: 3 clusters Score -723758.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -724083.437500 Penalty: 4481.908691
	Iteration 6F: 3 clusters Score -724083.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -724436.750000 Penalty: 4481.908691
	Iteration 7F: 3 clusters Score -724436.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -724739.000000 Penalty: 4481.908691
	Iteration 8F: 3 clusters Score -724739 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -724988.125000 Penalty: 4481.908691
	Iteration 9Q: 3 clusters Score -724988.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -725183.062500 Penalty: 4481.908691
	Iteration 10Q: 3 clusters Score -725183.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -725356.500000 Penalty: 4481.908691
	Iteration 11Q: 3 clusters Score -725356.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -725515.000000 Penalty: 4481.908691
	Iteration 12Q: 3 clusters Score -725515 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -725623.437500 Penalty: 4481.908691
	Iteration 13Q: 3 clusters Score -725623.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -725720.562500 Penalty: 4481.908691
	Iteration 14Q: 3 clusters Score -725720.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -725822.437500 Penalty: 4481.908691
	Iteration 15Q: 3 clusters Score -725822.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -725917.687500 Penalty: 4481.908691
	Iteration 16Q: 3 clusters Score -725917.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -725984.312500 Penalty: 4481.908691
	Iteration 17Q: 3 clusters Score -725984.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -726034.750000 Penalty: 4481.908691
	Iteration 18Q: 3 clusters Score -726034.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -726069.812500 Penalty: 4481.908691
	Iteration 19Q: 3 clusters Score -726069.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -726100.250000 Penalty: 4481.908691
	Iteration 20F: 3 clusters Score -726100.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -726115.187500 Penalty: 4481.908691
	Iteration 21Q: 3 clusters Score -726115.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -726124.500000 Penalty: 4481.908691
	Iteration 22Q: 3 clusters Score -726124.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -726134.125000 Penalty: 4481.908691
	Iteration 23Q: 3 clusters Score -726134.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -726145.625000 Penalty: 4481.908691
	Iteration 24Q: 3 clusters Score -726145.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -726153.437500 Penalty: 4481.908691
	Iteration 25Q: 3 clusters Score -726153.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -726160.187500 Penalty: 4481.908691
	Iteration 26Q: 3 clusters Score -726160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -726164.937500 Penalty: 4481.908691
	Iteration 27Q: 3 clusters Score -726164.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -726165.750000 Penalty: 4481.908691
	Iteration 28Q: 3 clusters Score -726165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -726167.750000 Penalty: 4481.908691
	Iteration 29Q: 3 clusters Score -726167.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -726171.562500 Penalty: 4481.908691
	Iteration 30Q: 3 clusters Score -726171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -726171.312500 Penalty: 4481.908691
	Iteration 31Q: 3 clusters Score -726171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -726172.812500 Penalty: 4481.908691
	Iteration 32Q: 3 clusters Score -726172.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -726174.875000 Penalty: 4481.908691
	Iteration 33Q: 3 clusters Score -726174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -726175.625000 Penalty: 4481.908691
	Iteration 34Q: 3 clusters Score -726175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -726176.250000 Penalty: 4481.908691
	Iteration 35Q: 3 clusters Score -726176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -726177.625000 Penalty: 4481.908691
	Iteration 36Q: 3 clusters Score -726177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -726178.062500 Penalty: 4481.908691
	Iteration 37Q: 3 clusters Score -726178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -726180.687500 Penalty: 4481.908691
	Iteration 38Q: 3 clusters Score -726180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -726181.750000 Penalty: 4481.908691
	Iteration 39Q: 3 clusters Score -726181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -726180.687500 Penalty: 4481.908691
	Iteration 40F: 3 clusters Score -726180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -726180.437500 Penalty: 4481.908691
	Iteration 41Q: 3 clusters Score -726180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -726180.312500 Penalty: 4481.908691
	Iteration 42Q: 3 clusters Score -726180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -726180.687500 Penalty: 4481.908691
	Iteration 43Q: 3 clusters Score -726180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -726180.812500 Penalty: 4481.908691
	Iteration 44Q: 3 clusters Score -726180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -726180.875000 Penalty: 4481.908691
	Iteration 45Q: 3 clusters Score -726180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -726182.375000 Penalty: 4481.908691
	Iteration 46Q: 3 clusters Score -726182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -726184.000000 Penalty: 4481.908691
	Iteration 47Q: 3 clusters Score -726184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -726184.437500 Penalty: 4481.908691
	Iteration 48Q: 3 clusters Score -726184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -726184.812500 Penalty: 4481.908691
	Iteration 49Q: 3 clusters Score -726184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -726187.187500 Penalty: 4481.908691
	Iteration 50Q: 3 clusters Score -726187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -726191.750000 Penalty: 4481.908691
	Iteration 51Q: 3 clusters Score -726191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -726194.125000 Penalty: 4481.908691
	Iteration 52Q: 3 clusters Score -726194.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -726196.750000 Penalty: 4481.908691
	Iteration 53Q: 3 clusters Score -726196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -726196.312500 Penalty: 4481.908691
	Iteration 54Q: 3 clusters Score -726196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -726196.812500 Penalty: 4481.908691
	Iteration 55Q: 3 clusters Score -726196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -726198.312500 Penalty: 4481.908691
	Iteration 56Q: 3 clusters Score -726198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -726197.250000 Penalty: 4481.908691
	Iteration 57Q: 3 clusters Score -726197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -726200.000000 Penalty: 4481.908691
	Iteration 58Q: 3 clusters Score -726200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -726200.687500 Penalty: 4481.908691
	Iteration 59Q: 3 clusters Score -726200.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -726202.437500 Penalty: 4481.908691
	Iteration 60F: 3 clusters Score -726202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -726201.875000 Penalty: 4481.908691
	Iteration 61Q: 3 clusters Score -726201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -726205.437500 Penalty: 4481.908691
	Iteration 62Q: 3 clusters Score -726205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -726205.937500 Penalty: 4481.908691
	Iteration 63Q: 3 clusters Score -726205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -726206.187500 Penalty: 4481.908691
	Iteration 64Q: 3 clusters Score -726206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -726206.812500 Penalty: 4481.908691
	Iteration 65Q: 3 clusters Score -726206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -726207.562500 Penalty: 4481.908691
	Iteration 66Q: 3 clusters Score -726207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -726208.500000 Penalty: 4481.908691
	Iteration 67Q: 3 clusters Score -726208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -726210.062500 Penalty: 4481.908691
	Iteration 68Q: 3 clusters Score -726210.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -726212.250000 Penalty: 4481.908691
	Iteration 69Q: 3 clusters Score -726212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -726212.375000 Penalty: 4481.908691
	Iteration 70Q: 3 clusters Score -726212.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -726213.125000 Penalty: 4481.908691
	Iteration 71Q: 3 clusters Score -726213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -726213.625000 Penalty: 4481.908691
	Iteration 72Q: 3 clusters Score -726213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -726214.812500 Penalty: 4481.908691
	Iteration 73Q: 3 clusters Score -726214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -726215.000000 Penalty: 4481.908691
	Iteration 74Q: 3 clusters Score -726215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -726216.875000 Penalty: 4481.908691
	Iteration 75Q: 3 clusters Score -726216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -726216.687500 Penalty: 4481.908691
	Iteration 76Q: 3 clusters Score -726216.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -726216.687500 Penalty: 4481.908691
	Iteration 77F: 3 clusters Score -726216.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -161428.421875 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -161428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -158741.718750 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -158741.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159214.875000 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -159214.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159342.781250 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -159342.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159418.781250 Penalty: 3787.350342
	Iteration 3Q: 3 clusters Score -159418.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -159478.218750 Penalty: 3787.350342
	Iteration 4Q: 3 clusters Score -159478.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -159531.421875 Penalty: 3787.350342
	Iteration 5Q: 3 clusters Score -159531.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -159567.781250 Penalty: 3787.350342
	Iteration 6Q: 3 clusters Score -159567.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -159592.921875 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -159592.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -159613.875000 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -159613.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -159629.062500 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -159629.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -159642.687500 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -159642.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -159652.640625 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -159652.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -159660.625000 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -159660.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -159672.937500 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -159672.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -159684.875000 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -159684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -159700.250000 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -159700.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -159708.953125 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -159709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159714.000000 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -159714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -159717.218750 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -159717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -159720.265625 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -159720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159722.812500 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -159722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159725.640625 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -159725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -159729.250000 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -159729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -159731.953125 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -159732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159734.796875 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -159734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -159739.718750 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -159739.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -159745.187500 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -159745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -159749.281250 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -159749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159750.968750 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -159751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -159753.796875 Penalty: 3787.350342
	Iteration 29Q: 3 clusters Score -159753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -159755.328125 Penalty: 3787.350342
	Iteration 30Q: 3 clusters Score -159755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159757.546875 Penalty: 3787.350342
	Iteration 31Q: 3 clusters Score -159757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -159760.875000 Penalty: 3787.350342
	Iteration 32Q: 3 clusters Score -159760.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -159764.453125 Penalty: 3787.350342
	Iteration 33Q: 3 clusters Score -159764.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159770.031250 Penalty: 3787.350342
	Iteration 34Q: 3 clusters Score -159770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -159775.609375 Penalty: 3787.350342
	Iteration 35Q: 3 clusters Score -159775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -159783.953125 Penalty: 3787.350342
	Iteration 36Q: 3 clusters Score -159784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -159789.390625 Penalty: 3787.350342
	Iteration 37Q: 3 clusters Score -159789.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -159800.500000 Penalty: 3787.350342
	Iteration 38Q: 3 clusters Score -159800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159805.453125 Penalty: 3787.350342
	Iteration 39Q: 3 clusters Score -159805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -159811.765625 Penalty: 3787.350342
	Iteration 40F: 3 clusters Score -159811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -159821.593750 Penalty: 3787.350342
	Iteration 41Q: 3 clusters Score -159821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -159838.984375 Penalty: 3787.350342
	Iteration 42Q: 3 clusters Score -159839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -159854.843750 Penalty: 3787.350342
	Iteration 43Q: 3 clusters Score -159854.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159867.828125 Penalty: 3787.350342
	Iteration 44Q: 3 clusters Score -159867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -159881.312500 Penalty: 3787.350342
	Iteration 45Q: 3 clusters Score -159881.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -159900.937500 Penalty: 3787.350342
	Iteration 46Q: 3 clusters Score -159900.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -159920.718750 Penalty: 3787.350342
	Iteration 47Q: 3 clusters Score -159920.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -159945.781250 Penalty: 3787.350342
	Iteration 48Q: 3 clusters Score -159945.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -159972.875000 Penalty: 3787.350342
	Iteration 49Q: 3 clusters Score -159972.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160001.156250 Penalty: 3787.350342
	Iteration 50Q: 3 clusters Score -160001.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -160040.343750 Penalty: 3787.350342
	Iteration 51Q: 3 clusters Score -160040.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -160091.937500 Penalty: 3787.350342
	Iteration 52Q: 3 clusters Score -160091.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -160148.750000 Penalty: 3787.350342
	Iteration 53Q: 3 clusters Score -160148.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -160189.796875 Penalty: 3787.350342
	Iteration 54Q: 3 clusters Score -160189.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -160234.250000 Penalty: 3787.350342
	Iteration 55Q: 3 clusters Score -160234.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -160270.640625 Penalty: 3787.350342
	Iteration 56Q: 3 clusters Score -160270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -160298.781250 Penalty: 3787.350342
	Iteration 57Q: 3 clusters Score -160298.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -160320.656250 Penalty: 3787.350342
	Iteration 58Q: 3 clusters Score -160320.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -160339.093750 Penalty: 3787.350342
	Iteration 59Q: 3 clusters Score -160339.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160359.250000 Penalty: 3787.350342
	Iteration 60F: 3 clusters Score -160359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160370.109375 Penalty: 3787.350342
	Iteration 61Q: 3 clusters Score -160370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160374.171875 Penalty: 3787.350342
	Iteration 62Q: 3 clusters Score -160374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -160376.250000 Penalty: 3787.350342
	Iteration 63Q: 3 clusters Score -160376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -160378.359375 Penalty: 3787.350342
	Iteration 64Q: 3 clusters Score -160378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160379.796875 Penalty: 3787.350342
	Iteration 65Q: 3 clusters Score -160379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160381.125000 Penalty: 3787.350342
	Iteration 66Q: 3 clusters Score -160381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160382.734375 Penalty: 3787.350342
	Iteration 67Q: 3 clusters Score -160382.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160382.734375 Penalty: 3787.350342
	Iteration 68F: 3 clusters Score -160382.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -237988.562500 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -237988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -234688.390625 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -234688.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -235490.125000 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -235490.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -235766.796875 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -235766.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -235983.828125 Penalty: 3980.818359
	Iteration 3F: 3 clusters Score -235983.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -236191.531250 Penalty: 3980.818359
	Iteration 4F: 3 clusters Score -236191.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -236370.546875 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -236370.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -236544.109375 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -236544.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -236694.265625 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -236694.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -236824.515625 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -236824.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -236928.484375 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -236928.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -237013.562500 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -237013.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -237075.640625 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -237075.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -237119.671875 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -237119.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -237167.390625 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -237167.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -237207.343750 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -237207.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -237233.328125 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -237233.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -237255.171875 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -237255.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -237269.656250 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -237269.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -237277.625000 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -237277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -237285.546875 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -237285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -237292.828125 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -237292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -237298.343750 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -237298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -237299.875000 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -237299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -237302.828125 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -237302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -237304.000000 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -237304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -237304.375000 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -237304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -237305.312500 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -237305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -237306.375000 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -237306.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -237306.375000 Penalty: 3980.818359
	Iteration 28F: 3 clusters Score -237306.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Entering Unmasked Estep 
Score: -1839497.750000 Penalty: 2468.848877
	Iteration 0F: 2 clusters Score -1839498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1824655.125000 Penalty: 4937.697754
	Iteration 0F: 3 clusters Score -1824655 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1829675.000000 Penalty: 4937.697754
	Iteration 1F: 3 clusters Score -1829675 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1830086.125000 Penalty: 4937.697754
	Iteration 2F: 3 clusters Score -1830086 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1830426.625000 Penalty: 4937.697754
	Iteration 3Q: 3 clusters Score -1830427 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1830737.875000 Penalty: 4937.697754
	Iteration 4Q: 3 clusters Score -1830738 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1831068.750000 Penalty: 4937.697754
	Iteration 5Q: 3 clusters Score -1831069 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1831416.500000 Penalty: 4937.697754
	Iteration 6Q: 3 clusters Score -1831416 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1831853.500000 Penalty: 4937.697754
	Iteration 7Q: 3 clusters Score -1831854 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1832359.500000 Penalty: 4937.697754
	Iteration 8Q: 3 clusters Score -1832360 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1832892.375000 Penalty: 4937.697754
	Iteration 9Q: 3 clusters Score -1832892 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1833464.375000 Penalty: 4937.697754
	Iteration 10Q: 3 clusters Score -1833464 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1834034.000000 Penalty: 4937.697754
	Iteration 11Q: 3 clusters Score -1834034 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1834591.875000 Penalty: 4937.697754
	Iteration 12Q: 3 clusters Score -1834592 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1835090.125000 Penalty: 4937.697754
	Iteration 13Q: 3 clusters Score -1835090 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1835458.125000 Penalty: 4937.697754
	Iteration 14Q: 3 clusters Score -1835458 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1835737.500000 Penalty: 4937.697754
	Iteration 15Q: 3 clusters Score -1835738 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1835938.625000 Penalty: 4937.697754
	Iteration 16Q: 3 clusters Score -1835939 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1836085.000000 Penalty: 4937.697754
	Iteration 17Q: 3 clusters Score -1836085 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1836211.375000 Penalty: 4937.697754
	Iteration 18Q: 3 clusters Score -1836211 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1836343.375000 Penalty: 4937.697754
	Iteration 19Q: 3 clusters Score -1836343 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1836475.750000 Penalty: 4937.697754
	Iteration 20F: 3 clusters Score -1836476 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1836619.000000 Penalty: 4937.697754
	Iteration 21Q: 3 clusters Score -1836619 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1836752.875000 Penalty: 4937.697754
	Iteration 22Q: 3 clusters Score -1836753 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1836864.625000 Penalty: 4937.697754
	Iteration 23Q: 3 clusters Score -1836865 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1836975.000000 Penalty: 4937.697754
	Iteration 24Q: 3 clusters Score -1836975 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1837100.500000 Penalty: 4937.697754
	Iteration 25Q: 3 clusters Score -1837100 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1837226.125000 Penalty: 4937.697754
	Iteration 26Q: 3 clusters Score -1837226 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1837336.125000 Penalty: 4937.697754
	Iteration 27Q: 3 clusters Score -1837336 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1837461.875000 Penalty: 4937.697754
	Iteration 28Q: 3 clusters Score -1837462 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1837572.750000 Penalty: 4937.697754
	Iteration 29Q: 3 clusters Score -1837573 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1837669.625000 Penalty: 4937.697754
	Iteration 30Q: 3 clusters Score -1837670 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1837741.250000 Penalty: 4937.697754
	Iteration 31Q: 3 clusters Score -1837741 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1837795.125000 Penalty: 4937.697754
	Iteration 32Q: 3 clusters Score -1837795 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1837861.125000 Penalty: 4937.697754
	Iteration 33Q: 3 clusters Score -1837861 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1837905.375000 Penalty: 4937.697754
	Iteration 34Q: 3 clusters Score -1837905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1837944.250000 Penalty: 4937.697754
	Iteration 35Q: 3 clusters Score -1837944 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1837971.250000 Penalty: 4937.697754
	Iteration 36Q: 3 clusters Score -1837971 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1837990.375000 Penalty: 4937.697754
	Iteration 37Q: 3 clusters Score -1837990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1838017.000000 Penalty: 4937.697754
	Iteration 38Q: 3 clusters Score -1838017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1838034.125000 Penalty: 4937.697754
	Iteration 39Q: 3 clusters Score -1838034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1838045.000000 Penalty: 4937.697754
	Iteration 40F: 3 clusters Score -1838045 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1838069.625000 Penalty: 4937.697754
	Iteration 41Q: 3 clusters Score -1838070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1838096.000000 Penalty: 4937.697754
	Iteration 42Q: 3 clusters Score -1838096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1838117.625000 Penalty: 4937.697754
	Iteration 43Q: 3 clusters Score -1838118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1838160.750000 Penalty: 4937.697754
	Iteration 44Q: 3 clusters Score -1838161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1838174.875000 Penalty: 4937.697754
	Iteration 45Q: 3 clusters Score -1838175 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1838205.125000 Penalty: 4937.697754
	Iteration 46Q: 3 clusters Score -1838205 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1838246.625000 Penalty: 4937.697754
	Iteration 47Q: 3 clusters Score -1838247 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1838270.750000 Penalty: 4937.697754
	Iteration 48Q: 3 clusters Score -1838271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1838285.750000 Penalty: 4937.697754
	Iteration 49Q: 3 clusters Score -1838286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1838299.875000 Penalty: 4937.697754
	Iteration 50Q: 3 clusters Score -1838300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1838311.625000 Penalty: 4937.697754
	Iteration 51Q: 3 clusters Score -1838312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1838318.875000 Penalty: 4937.697754
	Iteration 52Q: 3 clusters Score -1838319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1838324.125000 Penalty: 4937.697754
	Iteration 53Q: 3 clusters Score -1838324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1838329.875000 Penalty: 4937.697754
	Iteration 54Q: 3 clusters Score -1838330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1838336.375000 Penalty: 4937.697754
	Iteration 55Q: 3 clusters Score -1838336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1838340.625000 Penalty: 4937.697754
	Iteration 56Q: 3 clusters Score -1838341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1838342.250000 Penalty: 4937.697754
	Iteration 57Q: 3 clusters Score -1838342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1838341.250000 Penalty: 4937.697754
	Iteration 58Q: 3 clusters Score -1838341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1838341.250000 Penalty: 4937.697754
	Iteration 59Q: 3 clusters Score -1838341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1838341.375000 Penalty: 4937.697754
	Iteration 60F: 3 clusters Score -1838341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1838341.500000 Penalty: 4937.697754
	Iteration 61Q: 3 clusters Score -1838342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1838341.625000 Penalty: 4937.697754
	Iteration 62Q: 3 clusters Score -1838342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1838342.375000 Penalty: 4937.697754
	Iteration 63Q: 3 clusters Score -1838342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1838342.375000 Penalty: 4937.697754
	Iteration 64Q: 3 clusters Score -1838342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1838345.250000 Penalty: 4937.697754
	Iteration 65Q: 3 clusters Score -1838345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1838346.125000 Penalty: 4937.697754
	Iteration 66Q: 3 clusters Score -1838346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1838345.625000 Penalty: 4937.697754
	Iteration 67Q: 3 clusters Score -1838346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1838341.875000 Penalty: 4937.697754
	Iteration 68Q: 3 clusters Score -1838342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1838343.625000 Penalty: 4937.697754
	Iteration 69Q: 3 clusters Score -1838344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1838344.125000 Penalty: 4937.697754
	Iteration 70Q: 3 clusters Score -1838344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1838343.500000 Penalty: 4937.697754
	Iteration 71Q: 3 clusters Score -1838344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1838345.375000 Penalty: 4937.697754
	Iteration 72Q: 3 clusters Score -1838345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1838345.375000 Penalty: 4937.697754
	Iteration 73F: 3 clusters Score -1838345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Entering Unmasked Estep 
Score: -1249397.500000 Penalty: 2376.072754
	Iteration 0F: 2 clusters Score -1249398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1238831.500000 Penalty: 4752.145508
	Iteration 0F: 3 clusters Score -1238832 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1242408.125000 Penalty: 4752.145508
	Iteration 1F: 3 clusters Score -1242408 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1242898.500000 Penalty: 4752.145508
	Iteration 2F: 3 clusters Score -1242898 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1243366.750000 Penalty: 4752.145508
	Iteration 3F: 3 clusters Score -1243367 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1243895.750000 Penalty: 4752.145508
	Iteration 4F: 3 clusters Score -1243896 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1244538.375000 Penalty: 4752.145508
	Iteration 5F: 3 clusters Score -1244538 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1245223.750000 Penalty: 4752.145508
	Iteration 6F: 3 clusters Score -1245224 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1245933.000000 Penalty: 4752.145508
	Iteration 7F: 3 clusters Score -1245933 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1246587.500000 Penalty: 4752.145508
	Iteration 8Q: 3 clusters Score -1246588 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1247151.875000 Penalty: 4752.145508
	Iteration 9Q: 3 clusters Score -1247152 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1247538.625000 Penalty: 4752.145508
	Iteration 10Q: 3 clusters Score -1247539 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1247717.125000 Penalty: 4752.145508
	Iteration 11Q: 3 clusters Score -1247717 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1247799.875000 Penalty: 4752.145508
	Iteration 12Q: 3 clusters Score -1247800 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1247849.875000 Penalty: 4752.145508
	Iteration 13Q: 3 clusters Score -1247850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1247882.000000 Penalty: 4752.145508
	Iteration 14Q: 3 clusters Score -1247882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1247894.000000 Penalty: 4752.145508
	Iteration 15Q: 3 clusters Score -1247894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1247908.750000 Penalty: 4752.145508
	Iteration 16Q: 3 clusters Score -1247909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1247931.375000 Penalty: 4752.145508
	Iteration 17Q: 3 clusters Score -1247931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1247941.000000 Penalty: 4752.145508
	Iteration 18Q: 3 clusters Score -1247941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1247949.000000 Penalty: 4752.145508
	Iteration 19Q: 3 clusters Score -1247949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1247955.250000 Penalty: 4752.145508
	Iteration 20F: 3 clusters Score -1247955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1247960.000000 Penalty: 4752.145508
	Iteration 21Q: 3 clusters Score -1247960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1247960.625000 Penalty: 4752.145508
	Iteration 22Q: 3 clusters Score -1247961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1247963.875000 Penalty: 4752.145508
	Iteration 23Q: 3 clusters Score -1247964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1247961.125000 Penalty: 4752.145508
	Iteration 24Q: 3 clusters Score -1247961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1247962.500000 Penalty: 4752.145508
	Iteration 25Q: 3 clusters Score -1247962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1247965.250000 Penalty: 4752.145508
	Iteration 26Q: 3 clusters Score -1247965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1247968.250000 Penalty: 4752.145508
	Iteration 27Q: 3 clusters Score -1247968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1247968.375000 Penalty: 4752.145508
	Iteration 28Q: 3 clusters Score -1247968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1247966.000000 Penalty: 4752.145508
	Iteration 29Q: 3 clusters Score -1247966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1247966.000000 Penalty: 4752.145508
	Iteration 30F: 3 clusters Score -1247966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -905625.687500 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -905625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -897693.000000 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -897693 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -900011.812500 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -900011.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -900326.562500 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -900326.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -900556.562500 Penalty: 4585.966309
	Iteration 3F: 3 clusters Score -900556.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -900766.687500 Penalty: 4585.966309
	Iteration 4Q: 3 clusters Score -900766.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -900976.062500 Penalty: 4585.966309
	Iteration 5Q: 3 clusters Score -900976.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -901199.187500 Penalty: 4585.966309
	Iteration 6Q: 3 clusters Score -901199.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -901452.875000 Penalty: 4585.966309
	Iteration 7Q: 3 clusters Score -901452.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -901774.875000 Penalty: 4585.966309
	Iteration 8Q: 3 clusters Score -901774.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -902121.562500 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -902121.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -902479.250000 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -902479.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -902783.625000 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -902783.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -902983.250000 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -902983.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -903164.937500 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -903164.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -903299.187500 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -903299.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -903388.500000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -903388.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -903461.375000 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -903461.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -903533.875000 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -903533.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -903569.312500 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -903569.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -903588.125000 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -903588.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -903614.062500 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -903614.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -903633.250000 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -903633.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -903649.562500 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -903649.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -903667.375000 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -903667.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -903681.500000 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -903681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -903689.062500 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -903689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -903694.437500 Penalty: 4585.966309
	Iteration 26Q: 3 clusters Score -903694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -903700.375000 Penalty: 4585.966309
	Iteration 27Q: 3 clusters Score -903700.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -903699.937500 Penalty: 4585.966309
	Iteration 28Q: 3 clusters Score -903699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -903703.000000 Penalty: 4585.966309
	Iteration 29Q: 3 clusters Score -903703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -903704.125000 Penalty: 4585.966309
	Iteration 30Q: 3 clusters Score -903704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -903704.687500 Penalty: 4585.966309
	Iteration 31Q: 3 clusters Score -903704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -903706.750000 Penalty: 4585.966309
	Iteration 32Q: 3 clusters Score -903706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -903707.375000 Penalty: 4585.966309
	Iteration 33Q: 3 clusters Score -903707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -903711.312500 Penalty: 4585.966309
	Iteration 34Q: 3 clusters Score -903711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -903712.562500 Penalty: 4585.966309
	Iteration 35Q: 3 clusters Score -903712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -903715.687500 Penalty: 4585.966309
	Iteration 36Q: 3 clusters Score -903715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -903720.687500 Penalty: 4585.966309
	Iteration 37Q: 3 clusters Score -903720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -903723.812500 Penalty: 4585.966309
	Iteration 38Q: 3 clusters Score -903723.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -903732.812500 Penalty: 4585.966309
	Iteration 39Q: 3 clusters Score -903732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -903737.312500 Penalty: 4585.966309
	Iteration 40F: 3 clusters Score -903737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -903743.062500 Penalty: 4585.966309
	Iteration 41Q: 3 clusters Score -903743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -903749.125000 Penalty: 4585.966309
	Iteration 42Q: 3 clusters Score -903749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -903749.625000 Penalty: 4585.966309
	Iteration 43Q: 3 clusters Score -903749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -903751.687500 Penalty: 4585.966309
	Iteration 44Q: 3 clusters Score -903751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -903753.875000 Penalty: 4585.966309
	Iteration 45Q: 3 clusters Score -903753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -903754.375000 Penalty: 4585.966309
	Iteration 46Q: 3 clusters Score -903754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -903754.375000 Penalty: 4585.966309
	Iteration 47F: 3 clusters Score -903754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Entering Unmasked Estep 
Score: -1251025.500000 Penalty: 2370.567871
	Iteration 0F: 2 clusters Score -1251026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1240655.875000 Penalty: 4741.135742
	Iteration 0F: 3 clusters Score -1240656 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1243896.625000 Penalty: 4741.135742
	Iteration 1F: 3 clusters Score -1243897 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1244230.250000 Penalty: 4741.135742
	Iteration 2F: 3 clusters Score -1244230 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1244487.375000 Penalty: 4741.135742
	Iteration 3Q: 3 clusters Score -1244487 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1244684.375000 Penalty: 4741.135742
	Iteration 4Q: 3 clusters Score -1244684 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1244834.125000 Penalty: 4741.135742
	Iteration 5Q: 3 clusters Score -1244834 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1244958.000000 Penalty: 4741.135742
	Iteration 6Q: 3 clusters Score -1244958 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1245091.625000 Penalty: 4741.135742
	Iteration 7Q: 3 clusters Score -1245092 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1245245.750000 Penalty: 4741.135742
	Iteration 8Q: 3 clusters Score -1245246 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1245437.875000 Penalty: 4741.135742
	Iteration 9Q: 3 clusters Score -1245438 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1245687.125000 Penalty: 4741.135742
	Iteration 10Q: 3 clusters Score -1245687 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1246004.750000 Penalty: 4741.135742
	Iteration 11Q: 3 clusters Score -1246005 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1246341.500000 Penalty: 4741.135742
	Iteration 12Q: 3 clusters Score -1246342 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1246723.500000 Penalty: 4741.135742
	Iteration 13Q: 3 clusters Score -1246724 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1247159.000000 Penalty: 4741.135742
	Iteration 14Q: 3 clusters Score -1247159 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1247607.000000 Penalty: 4741.135742
	Iteration 15Q: 3 clusters Score -1247607 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1248003.000000 Penalty: 4741.135742
	Iteration 16Q: 3 clusters Score -1248003 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1248336.250000 Penalty: 4741.135742
	Iteration 17Q: 3 clusters Score -1248336 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1248570.375000 Penalty: 4741.135742
	Iteration 18Q: 3 clusters Score -1248570 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1248706.750000 Penalty: 4741.135742
	Iteration 19Q: 3 clusters Score -1248707 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1248781.750000 Penalty: 4741.135742
	Iteration 20F: 3 clusters Score -1248782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1248827.875000 Penalty: 4741.135742
	Iteration 21Q: 3 clusters Score -1248828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1248864.375000 Penalty: 4741.135742
	Iteration 22Q: 3 clusters Score -1248864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1248895.375000 Penalty: 4741.135742
	Iteration 23Q: 3 clusters Score -1248895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1248912.250000 Penalty: 4741.135742
	Iteration 24Q: 3 clusters Score -1248912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1248928.000000 Penalty: 4741.135742
	Iteration 25Q: 3 clusters Score -1248928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1248936.625000 Penalty: 4741.135742
	Iteration 26Q: 3 clusters Score -1248937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1248938.125000 Penalty: 4741.135742
	Iteration 27Q: 3 clusters Score -1248938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1248940.375000 Penalty: 4741.135742
	Iteration 28Q: 3 clusters Score -1248940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1248940.375000 Penalty: 4741.135742
	Iteration 29F: 3 clusters Score -1248940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Entering Unmasked Estep 
Score: -1107039.250000 Penalty: 2350.068848
	Iteration 0F: 2 clusters Score -1107039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1097341.250000 Penalty: 4700.137695
	Iteration 0F: 3 clusters Score -1097341 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1100162.125000 Penalty: 4700.137695
	Iteration 1F: 3 clusters Score -1100162 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1100507.375000 Penalty: 4700.137695
	Iteration 2F: 3 clusters Score -1100507 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1100749.750000 Penalty: 4700.137695
	Iteration 3Q: 3 clusters Score -1100750 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1100921.250000 Penalty: 4700.137695
	Iteration 4Q: 3 clusters Score -1100921 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1101057.875000 Penalty: 4700.137695
	Iteration 5Q: 3 clusters Score -1101058 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1101177.000000 Penalty: 4700.137695
	Iteration 6Q: 3 clusters Score -1101177 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1101308.625000 Penalty: 4700.137695
	Iteration 7Q: 3 clusters Score -1101309 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1101409.125000 Penalty: 4700.137695
	Iteration 8Q: 3 clusters Score -1101409 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1101505.500000 Penalty: 4700.137695
	Iteration 9Q: 3 clusters Score -1101506 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1101600.250000 Penalty: 4700.137695
	Iteration 10Q: 3 clusters Score -1101600 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1101725.125000 Penalty: 4700.137695
	Iteration 11Q: 3 clusters Score -1101725 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1101867.125000 Penalty: 4700.137695
	Iteration 12Q: 3 clusters Score -1101867 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1102045.125000 Penalty: 4700.137695
	Iteration 13Q: 3 clusters Score -1102045 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1102251.625000 Penalty: 4700.137695
	Iteration 14Q: 3 clusters Score -1102252 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1102455.875000 Penalty: 4700.137695
	Iteration 15Q: 3 clusters Score -1102456 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1102681.375000 Penalty: 4700.137695
	Iteration 16Q: 3 clusters Score -1102681 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1102857.750000 Penalty: 4700.137695
	Iteration 17Q: 3 clusters Score -1102858 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1103011.375000 Penalty: 4700.137695
	Iteration 18Q: 3 clusters Score -1103011 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1103127.250000 Penalty: 4700.137695
	Iteration 19Q: 3 clusters Score -1103127 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1103248.875000 Penalty: 4700.137695
	Iteration 20F: 3 clusters Score -1103249 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1103347.250000 Penalty: 4700.137695
	Iteration 21Q: 3 clusters Score -1103347 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1103417.625000 Penalty: 4700.137695
	Iteration 22Q: 3 clusters Score -1103418 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1103472.875000 Penalty: 4700.137695
	Iteration 23Q: 3 clusters Score -1103473 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1103512.250000 Penalty: 4700.137695
	Iteration 24Q: 3 clusters Score -1103512 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1103538.375000 Penalty: 4700.137695
	Iteration 25Q: 3 clusters Score -1103538 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1103566.000000 Penalty: 4700.137695
	Iteration 26Q: 3 clusters Score -1103566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1103588.250000 Penalty: 4700.137695
	Iteration 27Q: 3 clusters Score -1103588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1103610.625000 Penalty: 4700.137695
	Iteration 28Q: 3 clusters Score -1103611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1103632.125000 Penalty: 4700.137695
	Iteration 29Q: 3 clusters Score -1103632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1103644.500000 Penalty: 4700.137695
	Iteration 30Q: 3 clusters Score -1103644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1103653.125000 Penalty: 4700.137695
	Iteration 31Q: 3 clusters Score -1103653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1103666.000000 Penalty: 4700.137695
	Iteration 32Q: 3 clusters Score -1103666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1103674.000000 Penalty: 4700.137695
	Iteration 33Q: 3 clusters Score -1103674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1103683.250000 Penalty: 4700.137695
	Iteration 34Q: 3 clusters Score -1103683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1103693.000000 Penalty: 4700.137695
	Iteration 35Q: 3 clusters Score -1103693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1103708.875000 Penalty: 4700.137695
	Iteration 36Q: 3 clusters Score -1103709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1103718.875000 Penalty: 4700.137695
	Iteration 37Q: 3 clusters Score -1103719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1103733.875000 Penalty: 4700.137695
	Iteration 38Q: 3 clusters Score -1103734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1103751.125000 Penalty: 4700.137695
	Iteration 39Q: 3 clusters Score -1103751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1103760.000000 Penalty: 4700.137695
	Iteration 40F: 3 clusters Score -1103760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1103770.625000 Penalty: 4700.137695
	Iteration 41Q: 3 clusters Score -1103771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1103781.250000 Penalty: 4700.137695
	Iteration 42Q: 3 clusters Score -1103781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1103790.750000 Penalty: 4700.137695
	Iteration 43Q: 3 clusters Score -1103791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1103795.125000 Penalty: 4700.137695
	Iteration 44Q: 3 clusters Score -1103795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1103803.375000 Penalty: 4700.137695
	Iteration 45Q: 3 clusters Score -1103803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1103808.375000 Penalty: 4700.137695
	Iteration 46Q: 3 clusters Score -1103808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1103815.500000 Penalty: 4700.137695
	Iteration 47Q: 3 clusters Score -1103816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1103823.750000 Penalty: 4700.137695
	Iteration 48Q: 3 clusters Score -1103824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1103830.250000 Penalty: 4700.137695
	Iteration 49Q: 3 clusters Score -1103830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1103837.375000 Penalty: 4700.137695
	Iteration 50Q: 3 clusters Score -1103837 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1103843.625000 Penalty: 4700.137695
	Iteration 51Q: 3 clusters Score -1103844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1103848.875000 Penalty: 4700.137695
	Iteration 52Q: 3 clusters Score -1103849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1103856.000000 Penalty: 4700.137695
	Iteration 53Q: 3 clusters Score -1103856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1103867.375000 Penalty: 4700.137695
	Iteration 54Q: 3 clusters Score -1103867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1103878.625000 Penalty: 4700.137695
	Iteration 55Q: 3 clusters Score -1103879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1103885.875000 Penalty: 4700.137695
	Iteration 56Q: 3 clusters Score -1103886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1103894.125000 Penalty: 4700.137695
	Iteration 57Q: 3 clusters Score -1103894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1103899.000000 Penalty: 4700.137695
	Iteration 58Q: 3 clusters Score -1103899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1103905.625000 Penalty: 4700.137695
	Iteration 59Q: 3 clusters Score -1103906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1103914.125000 Penalty: 4700.137695
	Iteration 60F: 3 clusters Score -1103914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1103921.500000 Penalty: 4700.137695
	Iteration 61Q: 3 clusters Score -1103922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1103930.000000 Penalty: 4700.137695
	Iteration 62Q: 3 clusters Score -1103930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1103934.375000 Penalty: 4700.137695
	Iteration 63Q: 3 clusters Score -1103934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1103937.625000 Penalty: 4700.137695
	Iteration 64Q: 3 clusters Score -1103938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1103946.875000 Penalty: 4700.137695
	Iteration 65Q: 3 clusters Score -1103947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1103956.625000 Penalty: 4700.137695
	Iteration 66Q: 3 clusters Score -1103957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1103961.375000 Penalty: 4700.137695
	Iteration 67Q: 3 clusters Score -1103961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1103967.125000 Penalty: 4700.137695
	Iteration 68Q: 3 clusters Score -1103967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1103975.375000 Penalty: 4700.137695
	Iteration 69Q: 3 clusters Score -1103975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1103984.750000 Penalty: 4700.137695
	Iteration 70Q: 3 clusters Score -1103985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1103991.000000 Penalty: 4700.137695
	Iteration 71Q: 3 clusters Score -1103991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1103997.125000 Penalty: 4700.137695
	Iteration 72Q: 3 clusters Score -1103997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1104007.125000 Penalty: 4700.137695
	Iteration 73Q: 3 clusters Score -1104007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1104015.000000 Penalty: 4700.137695
	Iteration 74Q: 3 clusters Score -1104015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1104021.500000 Penalty: 4700.137695
	Iteration 75Q: 3 clusters Score -1104022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1104026.875000 Penalty: 4700.137695
	Iteration 76Q: 3 clusters Score -1104027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1104034.625000 Penalty: 4700.137695
	Iteration 77Q: 3 clusters Score -1104035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1104045.250000 Penalty: 4700.137695
	Iteration 78Q: 3 clusters Score -1104045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1104048.375000 Penalty: 4700.137695
	Iteration 79Q: 3 clusters Score -1104048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1104056.375000 Penalty: 4700.137695
	Iteration 80F: 3 clusters Score -1104056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1104062.250000 Penalty: 4700.137695
	Iteration 81Q: 3 clusters Score -1104062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1104072.750000 Penalty: 4700.137695
	Iteration 82Q: 3 clusters Score -1104073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1104084.000000 Penalty: 4700.137695
	Iteration 83Q: 3 clusters Score -1104084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1104088.125000 Penalty: 4700.137695
	Iteration 84Q: 3 clusters Score -1104088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1104100.375000 Penalty: 4700.137695
	Iteration 85Q: 3 clusters Score -1104100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1104107.875000 Penalty: 4700.137695
	Iteration 86Q: 3 clusters Score -1104108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1104120.250000 Penalty: 4700.137695
	Iteration 87Q: 3 clusters Score -1104120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1104133.375000 Penalty: 4700.137695
	Iteration 88Q: 3 clusters Score -1104133 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1104142.125000 Penalty: 4700.137695
	Iteration 89Q: 3 clusters Score -1104142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1104156.875000 Penalty: 4700.137695
	Iteration 90Q: 3 clusters Score -1104157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1104167.500000 Penalty: 4700.137695
	Iteration 91Q: 3 clusters Score -1104168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1104179.375000 Penalty: 4700.137695
	Iteration 92Q: 3 clusters Score -1104179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1104192.625000 Penalty: 4700.137695
	Iteration 93Q: 3 clusters Score -1104193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1104208.750000 Penalty: 4700.137695
	Iteration 94Q: 3 clusters Score -1104209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1104226.875000 Penalty: 4700.137695
	Iteration 95Q: 3 clusters Score -1104227 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1104248.000000 Penalty: 4700.137695
	Iteration 96Q: 3 clusters Score -1104248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1104269.750000 Penalty: 4700.137695
	Iteration 97Q: 3 clusters Score -1104270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1104299.625000 Penalty: 4700.137695
	Iteration 98Q: 3 clusters Score -1104300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1104323.750000 Penalty: 4700.137695
	Iteration 99Q: 3 clusters Score -1104324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1104337.375000 Penalty: 4700.137695
	Iteration 100F: 3 clusters Score -1104337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1104363.375000 Penalty: 4700.137695
	Iteration 101Q: 3 clusters Score -1104363 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1104379.375000 Penalty: 4700.137695
	Iteration 102Q: 3 clusters Score -1104379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1104401.625000 Penalty: 4700.137695
	Iteration 103Q: 3 clusters Score -1104402 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1104433.125000 Penalty: 4700.137695
	Iteration 104Q: 3 clusters Score -1104433 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1104463.375000 Penalty: 4700.137695
	Iteration 105Q: 3 clusters Score -1104463 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1104508.875000 Penalty: 4700.137695
	Iteration 106Q: 3 clusters Score -1104509 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1104554.250000 Penalty: 4700.137695
	Iteration 107Q: 3 clusters Score -1104554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1104582.500000 Penalty: 4700.137695
	Iteration 108Q: 3 clusters Score -1104582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1104613.625000 Penalty: 4700.137695
	Iteration 109Q: 3 clusters Score -1104614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1104634.500000 Penalty: 4700.137695
	Iteration 110Q: 3 clusters Score -1104634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1104655.250000 Penalty: 4700.137695
	Iteration 111Q: 3 clusters Score -1104655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1104680.750000 Penalty: 4700.137695
	Iteration 112Q: 3 clusters Score -1104681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1104695.250000 Penalty: 4700.137695
	Iteration 113Q: 3 clusters Score -1104695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1104718.250000 Penalty: 4700.137695
	Iteration 114Q: 3 clusters Score -1104718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1104741.500000 Penalty: 4700.137695
	Iteration 115Q: 3 clusters Score -1104742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1104760.125000 Penalty: 4700.137695
	Iteration 116Q: 3 clusters Score -1104760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1104781.750000 Penalty: 4700.137695
	Iteration 117Q: 3 clusters Score -1104782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1104799.875000 Penalty: 4700.137695
	Iteration 118Q: 3 clusters Score -1104800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1104820.750000 Penalty: 4700.137695
	Iteration 119Q: 3 clusters Score -1104821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1104844.625000 Penalty: 4700.137695
	Iteration 120F: 3 clusters Score -1104845 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1104862.500000 Penalty: 4700.137695
	Iteration 121Q: 3 clusters Score -1104862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1104881.250000 Penalty: 4700.137695
	Iteration 122Q: 3 clusters Score -1104881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1104892.875000 Penalty: 4700.137695
	Iteration 123Q: 3 clusters Score -1104893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1104899.125000 Penalty: 4700.137695
	Iteration 124Q: 3 clusters Score -1104899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1104906.875000 Penalty: 4700.137695
	Iteration 125Q: 3 clusters Score -1104907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1104917.000000 Penalty: 4700.137695
	Iteration 126Q: 3 clusters Score -1104917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1104925.875000 Penalty: 4700.137695
	Iteration 127Q: 3 clusters Score -1104926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1104931.250000 Penalty: 4700.137695
	Iteration 128Q: 3 clusters Score -1104931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1104937.625000 Penalty: 4700.137695
	Iteration 129Q: 3 clusters Score -1104938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1104948.125000 Penalty: 4700.137695
	Iteration 130Q: 3 clusters Score -1104948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1104953.500000 Penalty: 4700.137695
	Iteration 131Q: 3 clusters Score -1104954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1104961.750000 Penalty: 4700.137695
	Iteration 132Q: 3 clusters Score -1104962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1104968.500000 Penalty: 4700.137695
	Iteration 133Q: 3 clusters Score -1104968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1104977.625000 Penalty: 4700.137695
	Iteration 134Q: 3 clusters Score -1104978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1104977.000000 Penalty: 4700.137695
	Iteration 135Q: 3 clusters Score -1104977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1104979.000000 Penalty: 4700.137695
	Iteration 136Q: 3 clusters Score -1104979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1104981.875000 Penalty: 4700.137695
	Iteration 137Q: 3 clusters Score -1104982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1104983.000000 Penalty: 4700.137695
	Iteration 138Q: 3 clusters Score -1104983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1104985.375000 Penalty: 4700.137695
	Iteration 139Q: 3 clusters Score -1104985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1104984.750000 Penalty: 4700.137695
	Iteration 140F: 3 clusters Score -1104985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1104987.000000 Penalty: 4700.137695
	Iteration 141Q: 3 clusters Score -1104987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1104987.625000 Penalty: 4700.137695
	Iteration 142Q: 3 clusters Score -1104988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1104988.500000 Penalty: 4700.137695
	Iteration 143Q: 3 clusters Score -1104988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1104989.750000 Penalty: 4700.137695
	Iteration 144Q: 3 clusters Score -1104990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1104989.375000 Penalty: 4700.137695
	Iteration 145Q: 3 clusters Score -1104989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1104990.750000 Penalty: 4700.137695
	Iteration 146Q: 3 clusters Score -1104991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1104991.625000 Penalty: 4700.137695
	Iteration 147Q: 3 clusters Score -1104992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1104990.000000 Penalty: 4700.137695
	Iteration 148Q: 3 clusters Score -1104990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1104989.875000 Penalty: 4700.137695
	Iteration 149Q: 3 clusters Score -1104990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1104991.125000 Penalty: 4700.137695
	Iteration 150Q: 3 clusters Score -1104991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1104991.125000 Penalty: 4700.137695
	Iteration 151F: 3 clusters Score -1104991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -581617.937500 Penalty: 2202.350830
	Iteration 0F: 2 clusters Score -581617.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -575700.312500 Penalty: 4404.701660
	Iteration 0F: 3 clusters Score -575700.3 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -577396.875000 Penalty: 4404.701660
	Iteration 1F: 3 clusters Score -577396.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -577708.812500 Penalty: 4404.701660
	Iteration 2F: 3 clusters Score -577708.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -577956.937500 Penalty: 4404.701660
	Iteration 3F: 3 clusters Score -577956.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -578167.375000 Penalty: 4404.701660
	Iteration 4F: 3 clusters Score -578167.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -578375.000000 Penalty: 4404.701660
	Iteration 5Q: 3 clusters Score -578375 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -578600.187500 Penalty: 4404.701660
	Iteration 6Q: 3 clusters Score -578600.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -578801.875000 Penalty: 4404.701660
	Iteration 7Q: 3 clusters Score -578801.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -578990.125000 Penalty: 4404.701660
	Iteration 8Q: 3 clusters Score -578990.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -579160.437500 Penalty: 4404.701660
	Iteration 9Q: 3 clusters Score -579160.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -579313.812500 Penalty: 4404.701660
	Iteration 10Q: 3 clusters Score -579313.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -579439.250000 Penalty: 4404.701660
	Iteration 11Q: 3 clusters Score -579439.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -579543.375000 Penalty: 4404.701660
	Iteration 12Q: 3 clusters Score -579543.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -579624.250000 Penalty: 4404.701660
	Iteration 13Q: 3 clusters Score -579624.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -579680.312500 Penalty: 4404.701660
	Iteration 14Q: 3 clusters Score -579680.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -579717.312500 Penalty: 4404.701660
	Iteration 15Q: 3 clusters Score -579717.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -579746.812500 Penalty: 4404.701660
	Iteration 16Q: 3 clusters Score -579746.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -579773.937500 Penalty: 4404.701660
	Iteration 17Q: 3 clusters Score -579773.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -579803.750000 Penalty: 4404.701660
	Iteration 18Q: 3 clusters Score -579803.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -579837.687500 Penalty: 4404.701660
	Iteration 19Q: 3 clusters Score -579837.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -579867.312500 Penalty: 4404.701660
	Iteration 20F: 3 clusters Score -579867.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -579890.625000 Penalty: 4404.701660
	Iteration 21Q: 3 clusters Score -579890.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -579903.000000 Penalty: 4404.701660
	Iteration 22Q: 3 clusters Score -579903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -579915.750000 Penalty: 4404.701660
	Iteration 23Q: 3 clusters Score -579915.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -579922.875000 Penalty: 4404.701660
	Iteration 24Q: 3 clusters Score -579922.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -579930.562500 Penalty: 4404.701660
	Iteration 25Q: 3 clusters Score -579930.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -579936.187500 Penalty: 4404.701660
	Iteration 26Q: 3 clusters Score -579936.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -579941.625000 Penalty: 4404.701660
	Iteration 27Q: 3 clusters Score -579941.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -579943.875000 Penalty: 4404.701660
	Iteration 28Q: 3 clusters Score -579943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -579945.687500 Penalty: 4404.701660
	Iteration 29Q: 3 clusters Score -579945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -579946.625000 Penalty: 4404.701660
	Iteration 30Q: 3 clusters Score -579946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -579951.750000 Penalty: 4404.701660
	Iteration 31Q: 3 clusters Score -579951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -579954.937500 Penalty: 4404.701660
	Iteration 32Q: 3 clusters Score -579954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -579955.875000 Penalty: 4404.701660
	Iteration 33Q: 3 clusters Score -579955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -579957.250000 Penalty: 4404.701660
	Iteration 34Q: 3 clusters Score -579957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -579959.875000 Penalty: 4404.701660
	Iteration 35Q: 3 clusters Score -579959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -579961.062500 Penalty: 4404.701660
	Iteration 36Q: 3 clusters Score -579961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -579962.187500 Penalty: 4404.701660
	Iteration 37Q: 3 clusters Score -579962.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -579963.125000 Penalty: 4404.701660
	Iteration 38Q: 3 clusters Score -579963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -579963.812500 Penalty: 4404.701660
	Iteration 39Q: 3 clusters Score -579963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -579963.187500 Penalty: 4404.701660
	Iteration 40F: 3 clusters Score -579963.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -579963.625000 Penalty: 4404.701660
	Iteration 41Q: 3 clusters Score -579963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -579963.625000 Penalty: 4404.701660
	Iteration 42F: 3 clusters Score -579963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -280061.062500 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -280061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -276585.406250 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -276585.4 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -277295.000000 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -277295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -277507.375000 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -277507.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -277699.093750 Penalty: 4028.990479
	Iteration 3F: 3 clusters Score -277699.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -277911.250000 Penalty: 4028.990479
	Iteration 4F: 3 clusters Score -277911.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -278212.187500 Penalty: 4028.990479
	Iteration 5F: 3 clusters Score -278212.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -278711.406250 Penalty: 4028.990479
	Iteration 6F: 3 clusters Score -278711.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -279309.062500 Penalty: 4028.990479
	Iteration 7F: 3 clusters Score -279309.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -279915.062500 Penalty: 4028.990479
	Iteration 8F: 3 clusters Score -279915.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280576.718750 Penalty: 4028.990479
	Iteration 9F: 3 clusters Score -280576.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -280877.593750 Penalty: 4028.990479
	Iteration 10Q: 3 clusters Score -280877.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -280945.250000 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -280945.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -280956.093750 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -280956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -280957.312500 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -280957.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -280957.312500 Penalty: 4028.990479
	Iteration 14F: 3 clusters Score -280957.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6125 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25890 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33141 members 
Mstep: Class 26 contains 8401 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14486 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7190 members 
Mstep: Class 35 contains 2419 members 
Mstep: Class 36 contains 3125 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 952 members 
Entering Unmasked Estep 
Score: -113006960.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113007600.000000 to -113006960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -262330.093750 Penalty: 1995.703003
	Iteration 0F: 2 clusters Score -262330.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -259019.593750 Penalty: 3991.406006
	Iteration 0F: 3 clusters Score -259019.6 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -259745.656250 Penalty: 3991.406006
	Iteration 1F: 3 clusters Score -259745.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -259901.000000 Penalty: 3991.406006
	Iteration 2F: 3 clusters Score -259901 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -260009.140625 Penalty: 3991.406006
	Iteration 3Q: 3 clusters Score -260009.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -260093.218750 Penalty: 3991.406006
	Iteration 4Q: 3 clusters Score -260093.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -260167.156250 Penalty: 3991.406006
	Iteration 5Q: 3 clusters Score -260167.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -260253.187500 Penalty: 3991.406006
	Iteration 6Q: 3 clusters Score -260253.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -260330.328125 Penalty: 3991.406006
	Iteration 7Q: 3 clusters Score -260330.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -260418.484375 Penalty: 3991.406006
	Iteration 8Q: 3 clusters Score -260418.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -260515.375000 Penalty: 3991.406006
	Iteration 9Q: 3 clusters Score -260515.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -260608.234375 Penalty: 3991.406006
	Iteration 10Q: 3 clusters Score -260608.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -260691.640625 Penalty: 3991.406006
	Iteration 11Q: 3 clusters Score -260691.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -260766.812500 Penalty: 3991.406006
	Iteration 12Q: 3 clusters Score -260766.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -260822.718750 Penalty: 3991.406006
	Iteration 13Q: 3 clusters Score -260822.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -260865.046875 Penalty: 3991.406006
	Iteration 14Q: 3 clusters Score -260865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -260898.656250 Penalty: 3991.406006
	Iteration 15Q: 3 clusters Score -260898.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -260921.031250 Penalty: 3991.406006
	Iteration 16Q: 3 clusters Score -260921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -260934.328125 Penalty: 3991.406006
	Iteration 17Q: 3 clusters Score -260934.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -260954.156250 Penalty: 3991.406006
	Iteration 18Q: 3 clusters Score -260954.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -260979.984375 Penalty: 3991.406006
	Iteration 19Q: 3 clusters Score -260980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -260993.406250 Penalty: 3991.406006
	Iteration 20F: 3 clusters Score -260993.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -261004.921875 Penalty: 3991.406006
	Iteration 21Q: 3 clusters Score -261004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -261012.671875 Penalty: 3991.406006
	Iteration 22Q: 3 clusters Score -261012.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -261019.218750 Penalty: 3991.406006
	Iteration 23Q: 3 clusters Score -261019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -261024.500000 Penalty: 3991.406006
	Iteration 24Q: 3 clusters Score -261024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -261028.453125 Penalty: 3991.406006
	Iteration 25Q: 3 clusters Score -261028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261029.328125 Penalty: 3991.406006
	Iteration 26Q: 3 clusters Score -261029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -261029.328125 Penalty: 3991.406006
	Iteration 27F: 3 clusters Score -261029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 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 416 members 
Entering Unmasked Estep 
Score: -70564.757812 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70564.76 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70921.937500 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70921.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71095.937500 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -71095.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -71279.835938 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -71279.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -71592.593750 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -71592.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71891.445312 Penalty: 3376.187500
	Iteration 5F: 3 clusters Score -71891.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72003.398438 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -72003.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -72074.492188 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -72074.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72112.765625 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -72112.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72139.898438 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -72139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72148.820312 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -72148.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72154.500000 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -72154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72158.859375 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -72158.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72162.187500 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -72162.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72162.187500 Penalty: 3376.187500
	Iteration 14F: 3 clusters Score -72162.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Entering Unmasked Estep 
Score: -573425.375000 Penalty: 2188.884521
	Iteration 0F: 2 clusters Score -573425.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -567698.000000 Penalty: 4377.769043
	Iteration 0F: 3 clusters Score -567698 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -569170.625000 Penalty: 4377.769043
	Iteration 1F: 3 clusters Score -569170.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -569447.562500 Penalty: 4377.769043
	Iteration 2F: 3 clusters Score -569447.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -569635.687500 Penalty: 4377.769043
	Iteration 3F: 3 clusters Score -569635.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -569779.187500 Penalty: 4377.769043
	Iteration 4Q: 3 clusters Score -569779.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -569921.937500 Penalty: 4377.769043
	Iteration 5Q: 3 clusters Score -569921.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -570049.937500 Penalty: 4377.769043
	Iteration 6Q: 3 clusters Score -570049.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -570203.187500 Penalty: 4377.769043
	Iteration 7Q: 3 clusters Score -570203.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -570363.500000 Penalty: 4377.769043
	Iteration 8Q: 3 clusters Score -570363.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -570536.375000 Penalty: 4377.769043
	Iteration 9Q: 3 clusters Score -570536.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -570709.062500 Penalty: 4377.769043
	Iteration 10Q: 3 clusters Score -570709.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -570877.750000 Penalty: 4377.769043
	Iteration 11Q: 3 clusters Score -570877.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -571080.437500 Penalty: 4377.769043
	Iteration 12Q: 3 clusters Score -571080.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -571268.312500 Penalty: 4377.769043
	Iteration 13Q: 3 clusters Score -571268.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -571416.687500 Penalty: 4377.769043
	Iteration 14Q: 3 clusters Score -571416.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -571498.625000 Penalty: 4377.769043
	Iteration 15Q: 3 clusters Score -571498.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -571573.125000 Penalty: 4377.769043
	Iteration 16Q: 3 clusters Score -571573.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -571630.625000 Penalty: 4377.769043
	Iteration 17Q: 3 clusters Score -571630.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -571686.437500 Penalty: 4377.769043
	Iteration 18Q: 3 clusters Score -571686.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -571730.687500 Penalty: 4377.769043
	Iteration 19Q: 3 clusters Score -571730.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -571747.937500 Penalty: 4377.769043
	Iteration 20F: 3 clusters Score -571747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -571762.812500 Penalty: 4377.769043
	Iteration 21Q: 3 clusters Score -571762.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -571775.125000 Penalty: 4377.769043
	Iteration 22Q: 3 clusters Score -571775.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -571780.687500 Penalty: 4377.769043
	Iteration 23Q: 3 clusters Score -571780.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -571787.187500 Penalty: 4377.769043
	Iteration 24Q: 3 clusters Score -571787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -571794.250000 Penalty: 4377.769043
	Iteration 25Q: 3 clusters Score -571794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -571798.062500 Penalty: 4377.769043
	Iteration 26Q: 3 clusters Score -571798.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -571802.812500 Penalty: 4377.769043
	Iteration 27Q: 3 clusters Score -571802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -571805.125000 Penalty: 4377.769043
	Iteration 28Q: 3 clusters Score -571805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -571806.937500 Penalty: 4377.769043
	Iteration 29Q: 3 clusters Score -571806.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -571807.750000 Penalty: 4377.769043
	Iteration 30Q: 3 clusters Score -571807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -571808.937500 Penalty: 4377.769043
	Iteration 31Q: 3 clusters Score -571808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -571810.937500 Penalty: 4377.769043
	Iteration 32Q: 3 clusters Score -571810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -571812.000000 Penalty: 4377.769043
	Iteration 33Q: 3 clusters Score -571812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -571813.125000 Penalty: 4377.769043
	Iteration 34Q: 3 clusters Score -571813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -571814.187500 Penalty: 4377.769043
	Iteration 35Q: 3 clusters Score -571814.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -571814.187500 Penalty: 4377.769043
	Iteration 36F: 3 clusters Score -571814.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -262387.468750 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -262387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -259013.359375 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -259013.4 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -259695.531250 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -259695.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -259881.843750 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -259881.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -259999.484375 Penalty: 3995.515625
	Iteration 3F: 3 clusters Score -259999.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -260064.515625 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -260064.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -260111.296875 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -260111.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -260148.500000 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -260148.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -260196.734375 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -260196.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -260241.578125 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -260241.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260288.218750 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -260288.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -260328.046875 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -260328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260380.953125 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -260381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -260451.265625 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -260451.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -260533.250000 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -260533.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260607.500000 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -260607.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -260666.750000 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -260666.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260711.593750 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -260711.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -260750.312500 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -260750.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -260786.234375 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -260786.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -260812.343750 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -260812.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -260839.484375 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -260839.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -260871.625000 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -260871.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -260898.546875 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -260898.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -260927.875000 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -260927.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -260967.843750 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -260967.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -261018.046875 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -261018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261081.031250 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -261081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -261145.921875 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -261145.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -261221.203125 Penalty: 3995.515625
	Iteration 28Q: 3 clusters Score -261221.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -261290.484375 Penalty: 3995.515625
	Iteration 29Q: 3 clusters Score -261290.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -261358.531250 Penalty: 3995.515625
	Iteration 30Q: 3 clusters Score -261358.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -261411.453125 Penalty: 3995.515625
	Iteration 31Q: 3 clusters Score -261411.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -261452.343750 Penalty: 3995.515625
	Iteration 32Q: 3 clusters Score -261452.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -261486.781250 Penalty: 3995.515625
	Iteration 33Q: 3 clusters Score -261486.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -261518.406250 Penalty: 3995.515625
	Iteration 34Q: 3 clusters Score -261518.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -261544.609375 Penalty: 3995.515625
	Iteration 35Q: 3 clusters Score -261544.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -261565.640625 Penalty: 3995.515625
	Iteration 36Q: 3 clusters Score -261565.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -261581.421875 Penalty: 3995.515625
	Iteration 37Q: 3 clusters Score -261581.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -261596.750000 Penalty: 3995.515625
	Iteration 38Q: 3 clusters Score -261596.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -261609.250000 Penalty: 3995.515625
	Iteration 39Q: 3 clusters Score -261609.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -261614.109375 Penalty: 3995.515625
	Iteration 40F: 3 clusters Score -261614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -261621.359375 Penalty: 3995.515625
	Iteration 41Q: 3 clusters Score -261621.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -261628.843750 Penalty: 3995.515625
	Iteration 42Q: 3 clusters Score -261628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -261638.781250 Penalty: 3995.515625
	Iteration 43Q: 3 clusters Score -261638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -261644.484375 Penalty: 3995.515625
	Iteration 44Q: 3 clusters Score -261644.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -261648.906250 Penalty: 3995.515625
	Iteration 45Q: 3 clusters Score -261648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -261652.593750 Penalty: 3995.515625
	Iteration 46Q: 3 clusters Score -261652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -261654.734375 Penalty: 3995.515625
	Iteration 47Q: 3 clusters Score -261654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -261655.984375 Penalty: 3995.515625
	Iteration 48Q: 3 clusters Score -261656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -261659.187500 Penalty: 3995.515625
	Iteration 49Q: 3 clusters Score -261659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -261662.437500 Penalty: 3995.515625
	Iteration 50Q: 3 clusters Score -261662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -261666.312500 Penalty: 3995.515625
	Iteration 51Q: 3 clusters Score -261666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -261668.906250 Penalty: 3995.515625
	Iteration 52Q: 3 clusters Score -261668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -261671.609375 Penalty: 3995.515625
	Iteration 53Q: 3 clusters Score -261671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -261671.609375 Penalty: 3995.515625
	Iteration 54F: 3 clusters Score -261671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6125 members 
Mstep: Class 3 contains 101626 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7082 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25978 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28957 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25890 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33141 members 
Mstep: Class 26 contains 8401 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14486 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7190 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3125 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007664.000000 Penalty: 136387.296875
Iteration 359Q: 40 clusters Score -1.130077e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4944 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 329095 members 
Mstep: Class 23 contains 25868 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33141 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14487 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7187 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3127 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007608.000000 Penalty: 136387.296875
Iteration 360F: 40 clusters Score -1.130076e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7080 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 22 contains 329096 members 
Mstep: Class 23 contains 25852 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33140 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14488 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7185 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3129 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007616.000000 Penalty: 136387.296875
Iteration 361Q: 40 clusters Score -1.130076e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 101627 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 412906 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 10794 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 329097 members 
Mstep: Class 23 contains 25847 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33140 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3058 members 
Mstep: Class 29 contains 21056 members 
Mstep: Class 30 contains 14488 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3131 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007648.000000 Penalty: 136387.296875
Iteration 362Q: 40 clusters Score -1.130076e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 10788 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6908 members 
Mstep: Class 22 contains 329097 members 
Mstep: Class 23 contains 25843 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33140 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14485 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7183 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3132 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007704.000000 Penalty: 136387.296875
Iteration 363Q: 40 clusters Score -1.130077e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4945 members 
Mstep: Class 14 contains 10781 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6918 members 
Mstep: Class 22 contains 329096 members 
Mstep: Class 23 contains 25839 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33140 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 14485 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7182 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3133 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007768.000000 Penalty: 136387.296875
Iteration 364Q: 40 clusters Score -1.130078e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 101630 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8252 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10778 members 
Mstep: Class 15 contains 5810 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25980 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28955 members 
Mstep: Class 21 contains 6934 members 
Mstep: Class 22 contains 329095 members 
Mstep: Class 23 contains 25823 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33140 members 
Mstep: Class 26 contains 8398 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 14485 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3133 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6811 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007712.000000 Penalty: 136387.296875
Iteration 365Q: 40 clusters Score -1.130077e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 101631 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7076 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8253 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10777 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28956 members 
Mstep: Class 21 contains 6950 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25812 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33139 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3059 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 14483 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007632.000000 Penalty: 136387.296875
Iteration 366Q: 40 clusters Score -1.130076e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 101632 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10774 members 
Mstep: Class 15 contains 5811 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25802 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33136 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7181 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007688.000000 Penalty: 136387.296875
Iteration 367Q: 40 clusters Score -1.130077e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 101633 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8257 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6972 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25790 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33135 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14484 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7179 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007768.000000 Penalty: 136387.296875
Iteration 368Q: 40 clusters Score -1.130078e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8259 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10773 members 
Mstep: Class 15 contains 5812 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25776 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33134 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14487 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3139 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007824.000000 Penalty: 136387.296875
Iteration 369Q: 40 clusters Score -1.130078e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7074 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8260 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10775 members 
Mstep: Class 15 contains 5813 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28958 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 329092 members 
Mstep: Class 23 contains 25766 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33133 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14487 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7176 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3142 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007784.000000 Penalty: 136387.296875
Iteration 370Q: 40 clusters Score -1.130078e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6129 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7073 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10776 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25975 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 6993 members 
Mstep: Class 22 contains 329093 members 
Mstep: Class 23 contains 25756 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33131 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14489 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7175 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3144 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007720.000000 Penalty: 136387.296875
Iteration 371Q: 40 clusters Score -1.130077e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7073 members 
Mstep: Class 8 contains 412909 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8266 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10774 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25972 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7001 members 
Mstep: Class 22 contains 329094 members 
Mstep: Class 23 contains 25747 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33127 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14489 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13040 members 
Mstep: Class 34 contains 7177 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3146 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6815 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007792.000000 Penalty: 136387.296875
Iteration 372Q: 40 clusters Score -1.130078e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7072 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8265 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10772 members 
Mstep: Class 15 contains 5814 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25972 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7006 members 
Mstep: Class 22 contains 329095 members 
Mstep: Class 23 contains 25743 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33123 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3060 members 
Mstep: Class 29 contains 21057 members 
Mstep: Class 30 contains 14489 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3148 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6819 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007672.000000 Penalty: 136387.296875
Iteration 373Q: 40 clusters Score -1.130077e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 101634 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7072 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8265 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10771 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25970 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 329096 members 
Mstep: Class 23 contains 25735 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33118 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3061 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14488 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3149 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007688.000000 Penalty: 136387.296875
Iteration 374Q: 40 clusters Score -1.130077e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6128 members 
Mstep: Class 3 contains 101635 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7071 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8267 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10768 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25968 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 329100 members 
Mstep: Class 23 contains 25727 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33112 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14487 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7178 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3149 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007736.000000 Penalty: 136387.296875
Iteration 375Q: 40 clusters Score -1.130077e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 6130 members 
Mstep: Class 3 contains 101638 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7070 members 
Mstep: Class 8 contains 412908 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25965 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 329105 members 
Mstep: Class 23 contains 25722 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33104 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14487 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7175 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3150 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6825 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007688.000000 Penalty: 136387.296875
Iteration 376Q: 40 clusters Score -1.130077e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 101638 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12449 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7070 members 
Mstep: Class 8 contains 412907 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10760 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25964 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 329110 members 
Mstep: Class 23 contains 25715 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33096 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21058 members 
Mstep: Class 30 contains 14486 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7171 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3150 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6829 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007712.000000 Penalty: 136387.296875
Iteration 377Q: 40 clusters Score -1.130077e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 412904 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 5816 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25963 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 329109 members 
Mstep: Class 23 contains 25709 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33095 members 
Mstep: Class 26 contains 8396 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 14484 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7170 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3150 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6835 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007648.000000 Penalty: 136387.296875
Iteration 378Q: 40 clusters Score -1.130076e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7065 members 
Mstep: Class 8 contains 412905 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25963 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7072 members 
Mstep: Class 22 contains 329108 members 
Mstep: Class 23 contains 25699 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33093 members 
Mstep: Class 26 contains 8395 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14484 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7167 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3151 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6838 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007688.000000 Penalty: 136387.296875
Iteration 379Q: 40 clusters Score -1.130077e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9837 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7062 members 
Mstep: Class 8 contains 412903 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10759 members 
Mstep: Class 15 contains 5815 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25959 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7085 members 
Mstep: Class 22 contains 329107 members 
Mstep: Class 23 contains 25688 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33090 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14483 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13041 members 
Mstep: Class 34 contains 7168 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3151 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6844 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007688.000000 Penalty: 136387.296875
Iteration 380F: 40 clusters Score -1.130077e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25958 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7094 members 
Mstep: Class 22 contains 329108 members 
Mstep: Class 23 contains 25683 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33090 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 7165 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3151 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6845 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007720.000000 Penalty: 136387.296875
Iteration 381Q: 40 clusters Score -1.130077e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12447 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7058 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16887 members 
Mstep: Class 18 contains 25955 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7116 members 
Mstep: Class 22 contains 329106 members 
Mstep: Class 23 contains 25673 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33088 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13043 members 
Mstep: Class 34 contains 7162 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3151 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6846 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007768.000000 Penalty: 136387.296875
Iteration 382Q: 40 clusters Score -1.130078e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 412901 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8268 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 5823 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16888 members 
Mstep: Class 18 contains 25953 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 329106 members 
Mstep: Class 23 contains 25663 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33084 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7158 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3151 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6849 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007768.000000 Penalty: 136387.296875
Iteration 383Q: 40 clusters Score -1.130078e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16888 members 
Mstep: Class 18 contains 25950 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7140 members 
Mstep: Class 22 contains 329107 members 
Mstep: Class 23 contains 25656 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33084 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21065 members 
Mstep: Class 30 contains 14476 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3151 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6851 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007784.000000 Penalty: 136387.296875
Iteration 384Q: 40 clusters Score -1.130078e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6136 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14809 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10752 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16888 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7145 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 25651 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33084 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14477 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7155 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3152 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007816.000000 Penalty: 136387.296875
Iteration 385Q: 40 clusters Score -1.130078e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7056 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16888 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7149 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25644 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33083 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 14478 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7155 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3153 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007792.000000 Penalty: 136387.296875
Iteration 386Q: 40 clusters Score -1.130078e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16888 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7152 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 25640 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33081 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21066 members 
Mstep: Class 30 contains 14478 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3156 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007832.000000 Penalty: 136387.296875
Iteration 387Q: 40 clusters Score -1.130078e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16889 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7154 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 25636 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33081 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007864.000000 Penalty: 136387.296875
Iteration 388Q: 40 clusters Score -1.130079e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16890 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28959 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 25634 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33081 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007848.000000 Penalty: 136387.296875
Iteration 389Q: 40 clusters Score -1.130078e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16890 members 
Mstep: Class 18 contains 25947 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7158 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25632 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33082 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007760.000000 Penalty: 136387.296875
Iteration 390Q: 40 clusters Score -1.130078e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16890 members 
Mstep: Class 18 contains 25947 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7161 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 25631 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33081 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007776.000000 Penalty: 136387.296875
Iteration 391Q: 40 clusters Score -1.130078e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101639 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10753 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7165 members 
Mstep: Class 22 contains 329104 members 
Mstep: Class 23 contains 25629 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33080 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14478 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007808.000000 Penalty: 136387.296875
Iteration 392Q: 40 clusters Score -1.130078e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7166 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25626 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7155 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007816.000000 Penalty: 136387.296875
Iteration 393Q: 40 clusters Score -1.130078e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12445 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10757 members 
Mstep: Class 15 contains 5824 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7169 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25621 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33078 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21065 members 
Mstep: Class 30 contains 14479 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007848.000000 Penalty: 136387.296875
Iteration 394Q: 40 clusters Score -1.130078e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12444 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25944 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7174 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25616 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33078 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007832.000000 Penalty: 136387.296875
Iteration 395Q: 40 clusters Score -1.130078e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10759 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25612 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33078 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007808.000000 Penalty: 136387.296875
Iteration 396Q: 40 clusters Score -1.130078e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10760 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7179 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25609 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6853 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007840.000000 Penalty: 136387.296875
Iteration 397Q: 40 clusters Score -1.130078e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25943 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7181 members 
Mstep: Class 22 contains 329103 members 
Mstep: Class 23 contains 25610 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7157 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6854 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007816.000000 Penalty: 136387.296875
Iteration 398Q: 40 clusters Score -1.130078e+08 nChanged 5
Entering ConstructFrom: 
Score: -113007816.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (59236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Entering Unmasked Estep 
Score: -5268529.500000 Penalty: 2725.342529
	Iteration 0F: 2 clusters Score -5268530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5228744.000000 Penalty: 5450.685059
	Iteration 0F: 3 clusters Score -5228744 nChanged 27609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -5243856.000000 Penalty: 5450.685059
	Iteration 1F: 3 clusters Score -5243856 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -5244398.000000 Penalty: 5450.685059
	Iteration 2Q: 3 clusters Score -5244398 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -5244997.000000 Penalty: 5450.685059
	Iteration 3Q: 3 clusters Score -5244997 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -5245654.500000 Penalty: 5450.685059
	Iteration 4Q: 3 clusters Score -5245654 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -5246459.500000 Penalty: 5450.685059
	Iteration 5Q: 3 clusters Score -5246460 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5247562.500000 Penalty: 5450.685059
	Iteration 6Q: 3 clusters Score -5247562 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -5249030.000000 Penalty: 5450.685059
	Iteration 7Q: 3 clusters Score -5249030 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -5250880.500000 Penalty: 5450.685059
	Iteration 8Q: 3 clusters Score -5250880 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5253084.000000 Penalty: 5450.685059
	Iteration 9F: 3 clusters Score -5253084 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -5255508.500000 Penalty: 5450.685059
	Iteration 10F: 3 clusters Score -5255508 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -5257597.000000 Penalty: 5450.685059
	Iteration 11Q: 3 clusters Score -5257597 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -5259325.000000 Penalty: 5450.685059
	Iteration 12Q: 3 clusters Score -5259325 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -5260661.000000 Penalty: 5450.685059
	Iteration 13Q: 3 clusters Score -5260661 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -5261672.500000 Penalty: 5450.685059
	Iteration 14Q: 3 clusters Score -5261672 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -5262502.000000 Penalty: 5450.685059
	Iteration 15Q: 3 clusters Score -5262502 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -5263165.500000 Penalty: 5450.685059
	Iteration 16Q: 3 clusters Score -5263166 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5263827.500000 Penalty: 5450.685059
	Iteration 17Q: 3 clusters Score -5263828 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5264339.500000 Penalty: 5450.685059
	Iteration 18Q: 3 clusters Score -5264340 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5264749.000000 Penalty: 5450.685059
	Iteration 19Q: 3 clusters Score -5264749 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56341 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5265050.500000 Penalty: 5450.685059
	Iteration 20F: 3 clusters Score -5265050 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5265324.000000 Penalty: 5450.685059
	Iteration 21Q: 3 clusters Score -5265324 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5265524.500000 Penalty: 5450.685059
	Iteration 22Q: 3 clusters Score -5265524 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5265683.000000 Penalty: 5450.685059
	Iteration 23Q: 3 clusters Score -5265683 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5265782.000000 Penalty: 5450.685059
	Iteration 24Q: 3 clusters Score -5265782 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5265860.500000 Penalty: 5450.685059
	Iteration 25Q: 3 clusters Score -5265860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5265920.500000 Penalty: 5450.685059
	Iteration 26Q: 3 clusters Score -5265920 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5265982.500000 Penalty: 5450.685059
	Iteration 27Q: 3 clusters Score -5265982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5266030.500000 Penalty: 5450.685059
	Iteration 28Q: 3 clusters Score -5266030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5266069.500000 Penalty: 5450.685059
	Iteration 29Q: 3 clusters Score -5266070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5266101.000000 Penalty: 5450.685059
	Iteration 30Q: 3 clusters Score -5266101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5266130.000000 Penalty: 5450.685059
	Iteration 31Q: 3 clusters Score -5266130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5266161.500000 Penalty: 5450.685059
	Iteration 32Q: 3 clusters Score -5266162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5266184.000000 Penalty: 5450.685059
	Iteration 33Q: 3 clusters Score -5266184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5266200.500000 Penalty: 5450.685059
	Iteration 34Q: 3 clusters Score -5266200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5266218.500000 Penalty: 5450.685059
	Iteration 35Q: 3 clusters Score -5266218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5266232.500000 Penalty: 5450.685059
	Iteration 36Q: 3 clusters Score -5266232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5266250.000000 Penalty: 5450.685059
	Iteration 37Q: 3 clusters Score -5266250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5266250.500000 Penalty: 5450.685059
	Iteration 38Q: 3 clusters Score -5266250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5266265.500000 Penalty: 5450.685059
	Iteration 39Q: 3 clusters Score -5266266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5266271.500000 Penalty: 5450.685059
	Iteration 40F: 3 clusters Score -5266272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5266274.000000 Penalty: 5450.685059
	Iteration 41Q: 3 clusters Score -5266274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5266277.000000 Penalty: 5450.685059
	Iteration 42Q: 3 clusters Score -5266277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5266281.000000 Penalty: 5450.685059
	Iteration 43Q: 3 clusters Score -5266281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5266281.500000 Penalty: 5450.685059
	Iteration 44Q: 3 clusters Score -5266282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5266276.000000 Penalty: 5450.685059
	Iteration 45Q: 3 clusters Score -5266276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5266279.000000 Penalty: 5450.685059
	Iteration 46Q: 3 clusters Score -5266279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5266280.500000 Penalty: 5450.685059
	Iteration 47Q: 3 clusters Score -5266280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5266283.000000 Penalty: 5450.685059
	Iteration 48Q: 3 clusters Score -5266283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5266284.500000 Penalty: 5450.685059
	Iteration 49Q: 3 clusters Score -5266284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5266289.000000 Penalty: 5450.685059
	Iteration 50Q: 3 clusters Score -5266289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5266287.000000 Penalty: 5450.685059
	Iteration 51Q: 3 clusters Score -5266287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5266287.000000 Penalty: 5450.685059
	Iteration 52Q: 3 clusters Score -5266287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5266288.500000 Penalty: 5450.685059
	Iteration 53Q: 3 clusters Score -5266288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5266291.500000 Penalty: 5450.685059
	Iteration 54Q: 3 clusters Score -5266292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5266290.500000 Penalty: 5450.685059
	Iteration 55Q: 3 clusters Score -5266290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5266287.000000 Penalty: 5450.685059
	Iteration 56Q: 3 clusters Score -5266287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5266297.500000 Penalty: 5450.685059
	Iteration 57Q: 3 clusters Score -5266298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5266295.500000 Penalty: 5450.685059
	Iteration 58Q: 3 clusters Score -5266296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5266299.500000 Penalty: 5450.685059
	Iteration 59Q: 3 clusters Score -5266300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5266299.500000 Penalty: 5450.685059
	Iteration 60F: 3 clusters Score -5266300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -454286.312500 Penalty: 2163.118896
	Iteration 0F: 2 clusters Score -454286.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -449032.875000 Penalty: 4326.237793
	Iteration 0F: 3 clusters Score -449032.9 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -450618.375000 Penalty: 4326.237793
	Iteration 1F: 3 clusters Score -450618.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -451100.187500 Penalty: 4326.237793
	Iteration 2F: 3 clusters Score -451100.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -451476.031250 Penalty: 4326.237793
	Iteration 3F: 3 clusters Score -451476 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -451706.500000 Penalty: 4326.237793
	Iteration 4F: 3 clusters Score -451706.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -451917.843750 Penalty: 4326.237793
	Iteration 5Q: 3 clusters Score -451917.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -452089.218750 Penalty: 4326.237793
	Iteration 6Q: 3 clusters Score -452089.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -452215.687500 Penalty: 4326.237793
	Iteration 7Q: 3 clusters Score -452215.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -452302.156250 Penalty: 4326.237793
	Iteration 8Q: 3 clusters Score -452302.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -452353.375000 Penalty: 4326.237793
	Iteration 9Q: 3 clusters Score -452353.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -452385.281250 Penalty: 4326.237793
	Iteration 10Q: 3 clusters Score -452385.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -452408.218750 Penalty: 4326.237793
	Iteration 11Q: 3 clusters Score -452408.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -452421.781250 Penalty: 4326.237793
	Iteration 12Q: 3 clusters Score -452421.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -452433.625000 Penalty: 4326.237793
	Iteration 13Q: 3 clusters Score -452433.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -452444.625000 Penalty: 4326.237793
	Iteration 14Q: 3 clusters Score -452444.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -452455.781250 Penalty: 4326.237793
	Iteration 15Q: 3 clusters Score -452455.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -452464.656250 Penalty: 4326.237793
	Iteration 16Q: 3 clusters Score -452464.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -452472.906250 Penalty: 4326.237793
	Iteration 17Q: 3 clusters Score -452472.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -452483.187500 Penalty: 4326.237793
	Iteration 18Q: 3 clusters Score -452483.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -452492.281250 Penalty: 4326.237793
	Iteration 19Q: 3 clusters Score -452492.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -452499.125000 Penalty: 4326.237793
	Iteration 20F: 3 clusters Score -452499.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -452507.937500 Penalty: 4326.237793
	Iteration 21Q: 3 clusters Score -452507.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -452521.656250 Penalty: 4326.237793
	Iteration 22Q: 3 clusters Score -452521.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -452539.000000 Penalty: 4326.237793
	Iteration 23Q: 3 clusters Score -452539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -452567.812500 Penalty: 4326.237793
	Iteration 24Q: 3 clusters Score -452567.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -452600.812500 Penalty: 4326.237793
	Iteration 25Q: 3 clusters Score -452600.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -452626.250000 Penalty: 4326.237793
	Iteration 26Q: 3 clusters Score -452626.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -452657.000000 Penalty: 4326.237793
	Iteration 27Q: 3 clusters Score -452657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -452691.031250 Penalty: 4326.237793
	Iteration 28Q: 3 clusters Score -452691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -452727.531250 Penalty: 4326.237793
	Iteration 29Q: 3 clusters Score -452727.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -452767.718750 Penalty: 4326.237793
	Iteration 30Q: 3 clusters Score -452767.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -452822.093750 Penalty: 4326.237793
	Iteration 31Q: 3 clusters Score -452822.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -452870.156250 Penalty: 4326.237793
	Iteration 32Q: 3 clusters Score -452870.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -452917.062500 Penalty: 4326.237793
	Iteration 33Q: 3 clusters Score -452917.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -452948.750000 Penalty: 4326.237793
	Iteration 34Q: 3 clusters Score -452948.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -452968.375000 Penalty: 4326.237793
	Iteration 35Q: 3 clusters Score -452968.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -452991.375000 Penalty: 4326.237793
	Iteration 36Q: 3 clusters Score -452991.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -453015.718750 Penalty: 4326.237793
	Iteration 37Q: 3 clusters Score -453015.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -453029.625000 Penalty: 4326.237793
	Iteration 38Q: 3 clusters Score -453029.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -453038.687500 Penalty: 4326.237793
	Iteration 39Q: 3 clusters Score -453038.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -453048.156250 Penalty: 4326.237793
	Iteration 40F: 3 clusters Score -453048.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -453057.312500 Penalty: 4326.237793
	Iteration 41Q: 3 clusters Score -453057.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -453064.281250 Penalty: 4326.237793
	Iteration 42Q: 3 clusters Score -453064.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -453067.656250 Penalty: 4326.237793
	Iteration 43Q: 3 clusters Score -453067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -453068.875000 Penalty: 4326.237793
	Iteration 44Q: 3 clusters Score -453068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -453070.875000 Penalty: 4326.237793
	Iteration 45Q: 3 clusters Score -453070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -453074.750000 Penalty: 4326.237793
	Iteration 46Q: 3 clusters Score -453074.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -453077.625000 Penalty: 4326.237793
	Iteration 47Q: 3 clusters Score -453077.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -453078.718750 Penalty: 4326.237793
	Iteration 48Q: 3 clusters Score -453078.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -453080.875000 Penalty: 4326.237793
	Iteration 49Q: 3 clusters Score -453080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -453082.125000 Penalty: 4326.237793
	Iteration 50Q: 3 clusters Score -453082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -453084.218750 Penalty: 4326.237793
	Iteration 51Q: 3 clusters Score -453084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -453085.656250 Penalty: 4326.237793
	Iteration 52Q: 3 clusters Score -453085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -453086.187500 Penalty: 4326.237793
	Iteration 53Q: 3 clusters Score -453086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -453087.375000 Penalty: 4326.237793
	Iteration 54Q: 3 clusters Score -453087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -453085.906250 Penalty: 4326.237793
	Iteration 55Q: 3 clusters Score -453085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -453086.375000 Penalty: 4326.237793
	Iteration 56Q: 3 clusters Score -453086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -453087.562500 Penalty: 4326.237793
	Iteration 57Q: 3 clusters Score -453087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -453087.562500 Penalty: 4326.237793
	Iteration 58F: 3 clusters Score -453087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101640 members 
Entering Unmasked Estep 
Score: -8924466.000000 Penalty: 2859.239502
	Iteration 0F: 2 clusters Score -8924466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -8856379.000000 Penalty: 5718.479004
	Iteration 0F: 3 clusters Score -8856379 nChanged 47979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -8883835.000000 Penalty: 5718.479004
	Iteration 1F: 3 clusters Score -8883835 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -8884720.000000 Penalty: 5718.479004
	Iteration 2Q: 3 clusters Score -8884720 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -8885849.000000 Penalty: 5718.479004
	Iteration 3Q: 3 clusters Score -8885849 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -8887701.000000 Penalty: 5718.479004
	Iteration 4Q: 3 clusters Score -8887701 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -8890556.000000 Penalty: 5718.479004
	Iteration 5F: 3 clusters Score -8890556 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -8895118.000000 Penalty: 5718.479004
	Iteration 6F: 3 clusters Score -8895118 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -8901654.000000 Penalty: 5718.479004
	Iteration 7F: 3 clusters Score -8901654 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 85017 members 
Entering Unmasked Estep 
Score: -8908721.000000 Penalty: 5718.479004
	Iteration 8F: 3 clusters Score -8908721 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 90626 members 
Entering Unmasked Estep 
Score: -8914329.000000 Penalty: 5718.479004
	Iteration 9F: 3 clusters Score -8914329 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -8917795.000000 Penalty: 5718.479004
	Iteration 10Q: 3 clusters Score -8917795 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -8919783.000000 Penalty: 5718.479004
	Iteration 11Q: 3 clusters Score -8919783 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -8920875.000000 Penalty: 5718.479004
	Iteration 12Q: 3 clusters Score -8920875 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 98274 members 
Entering Unmasked Estep 
Score: -8921430.000000 Penalty: 5718.479004
	Iteration 13Q: 3 clusters Score -8921430 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -8921781.000000 Penalty: 5718.479004
	Iteration 14Q: 3 clusters Score -8921781 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -8921994.000000 Penalty: 5718.479004
	Iteration 15Q: 3 clusters Score -8921994 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
Score: -8922139.000000 Penalty: 5718.479004
	Iteration 16Q: 3 clusters Score -8922139 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -8922245.000000 Penalty: 5718.479004
	Iteration 17Q: 3 clusters Score -8922245 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -8922327.000000 Penalty: 5718.479004
	Iteration 18Q: 3 clusters Score -8922327 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -8922381.000000 Penalty: 5718.479004
	Iteration 19Q: 3 clusters Score -8922381 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -8922433.000000 Penalty: 5718.479004
	Iteration 20F: 3 clusters Score -8922433 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -8922458.000000 Penalty: 5718.479004
	Iteration 21Q: 3 clusters Score -8922458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -8922476.000000 Penalty: 5718.479004
	Iteration 22Q: 3 clusters Score -8922476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -8922501.000000 Penalty: 5718.479004
	Iteration 23Q: 3 clusters Score -8922501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -8922503.000000 Penalty: 5718.479004
	Iteration 24Q: 3 clusters Score -8922503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -8922503.000000 Penalty: 5718.479004
	Iteration 25Q: 3 clusters Score -8922503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -8922509.000000 Penalty: 5718.479004
	Iteration 26Q: 3 clusters Score -8922509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 100109 members 
Entering Unmasked Estep 
Score: -8922500.000000 Penalty: 5718.479004
	Iteration 27Q: 3 clusters Score -8922500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -8922498.000000 Penalty: 5718.479004
	Iteration 28Q: 3 clusters Score -8922498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -8922510.000000 Penalty: 5718.479004
	Iteration 29Q: 3 clusters Score -8922510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -8922510.000000 Penalty: 5718.479004
	Iteration 30Q: 3 clusters Score -8922510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -8922516.000000 Penalty: 5718.479004
	Iteration 31Q: 3 clusters Score -8922516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -8922509.000000 Penalty: 5718.479004
	Iteration 32Q: 3 clusters Score -8922509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -8922521.000000 Penalty: 5718.479004
	Iteration 33Q: 3 clusters Score -8922521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -8922518.000000 Penalty: 5718.479004
	Iteration 34Q: 3 clusters Score -8922518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 100135 members 
Entering Unmasked Estep 
Score: -8922517.000000 Penalty: 5718.479004
	Iteration 35Q: 3 clusters Score -8922517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -8922522.000000 Penalty: 5718.479004
	Iteration 36Q: 3 clusters Score -8922522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -8922517.000000 Penalty: 5718.479004
	Iteration 37Q: 3 clusters Score -8922517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -8922517.000000 Penalty: 5718.479004
	Iteration 38F: 3 clusters Score -8922517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Entering Unmasked Estep 
Score: -831485.312500 Penalty: 2280.063477
	Iteration 0F: 2 clusters Score -831485.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -823924.500000 Penalty: 4560.126953
	Iteration 0F: 3 clusters Score -823924.5 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -826108.562500 Penalty: 4560.126953
	Iteration 1F: 3 clusters Score -826108.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -826457.562500 Penalty: 4560.126953
	Iteration 2F: 3 clusters Score -826457.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -826781.437500 Penalty: 4560.126953
	Iteration 3F: 3 clusters Score -826781.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -827101.562500 Penalty: 4560.126953
	Iteration 4F: 3 clusters Score -827101.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -827435.312500 Penalty: 4560.126953
	Iteration 5F: 3 clusters Score -827435.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -827770.375000 Penalty: 4560.126953
	Iteration 6F: 3 clusters Score -827770.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -828104.312500 Penalty: 4560.126953
	Iteration 7Q: 3 clusters Score -828104.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -828385.500000 Penalty: 4560.126953
	Iteration 8Q: 3 clusters Score -828385.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -828592.437500 Penalty: 4560.126953
	Iteration 9Q: 3 clusters Score -828592.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -828733.937500 Penalty: 4560.126953
	Iteration 10Q: 3 clusters Score -828733.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -828842.375000 Penalty: 4560.126953
	Iteration 11Q: 3 clusters Score -828842.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -828919.187500 Penalty: 4560.126953
	Iteration 12Q: 3 clusters Score -828919.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -828985.437500 Penalty: 4560.126953
	Iteration 13Q: 3 clusters Score -828985.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -829033.062500 Penalty: 4560.126953
	Iteration 14Q: 3 clusters Score -829033.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -829073.687500 Penalty: 4560.126953
	Iteration 15Q: 3 clusters Score -829073.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -829116.937500 Penalty: 4560.126953
	Iteration 16Q: 3 clusters Score -829116.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -829154.750000 Penalty: 4560.126953
	Iteration 17Q: 3 clusters Score -829154.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -829193.625000 Penalty: 4560.126953
	Iteration 18Q: 3 clusters Score -829193.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -829240.500000 Penalty: 4560.126953
	Iteration 19Q: 3 clusters Score -829240.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -829271.625000 Penalty: 4560.126953
	Iteration 20F: 3 clusters Score -829271.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -829303.562500 Penalty: 4560.126953
	Iteration 21Q: 3 clusters Score -829303.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -829335.250000 Penalty: 4560.126953
	Iteration 22Q: 3 clusters Score -829335.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -829350.500000 Penalty: 4560.126953
	Iteration 23Q: 3 clusters Score -829350.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -829364.875000 Penalty: 4560.126953
	Iteration 24Q: 3 clusters Score -829364.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -829385.687500 Penalty: 4560.126953
	Iteration 25Q: 3 clusters Score -829385.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -829394.562500 Penalty: 4560.126953
	Iteration 26Q: 3 clusters Score -829394.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -829405.187500 Penalty: 4560.126953
	Iteration 27Q: 3 clusters Score -829405.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -829413.812500 Penalty: 4560.126953
	Iteration 28Q: 3 clusters Score -829413.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -829424.500000 Penalty: 4560.126953
	Iteration 29Q: 3 clusters Score -829424.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -829436.875000 Penalty: 4560.126953
	Iteration 30Q: 3 clusters Score -829436.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -829443.500000 Penalty: 4560.126953
	Iteration 31Q: 3 clusters Score -829443.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -829458.125000 Penalty: 4560.126953
	Iteration 32Q: 3 clusters Score -829458.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -829471.687500 Penalty: 4560.126953
	Iteration 33Q: 3 clusters Score -829471.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -829479.937500 Penalty: 4560.126953
	Iteration 34Q: 3 clusters Score -829479.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -829488.312500 Penalty: 4560.126953
	Iteration 35Q: 3 clusters Score -829488.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -829492.500000 Penalty: 4560.126953
	Iteration 36Q: 3 clusters Score -829492.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -829500.937500 Penalty: 4560.126953
	Iteration 37Q: 3 clusters Score -829500.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -829506.250000 Penalty: 4560.126953
	Iteration 38Q: 3 clusters Score -829506.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -829513.062500 Penalty: 4560.126953
	Iteration 39Q: 3 clusters Score -829513.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -829522.375000 Penalty: 4560.126953
	Iteration 40F: 3 clusters Score -829522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -829526.312500 Penalty: 4560.126953
	Iteration 41Q: 3 clusters Score -829526.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -829533.687500 Penalty: 4560.126953
	Iteration 42Q: 3 clusters Score -829533.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -829539.812500 Penalty: 4560.126953
	Iteration 43Q: 3 clusters Score -829539.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -829550.875000 Penalty: 4560.126953
	Iteration 44Q: 3 clusters Score -829550.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -829557.875000 Penalty: 4560.126953
	Iteration 45Q: 3 clusters Score -829557.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -829568.937500 Penalty: 4560.126953
	Iteration 46Q: 3 clusters Score -829568.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -829577.625000 Penalty: 4560.126953
	Iteration 47Q: 3 clusters Score -829577.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -829583.937500 Penalty: 4560.126953
	Iteration 48Q: 3 clusters Score -829583.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -829587.750000 Penalty: 4560.126953
	Iteration 49Q: 3 clusters Score -829587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -829588.937500 Penalty: 4560.126953
	Iteration 50Q: 3 clusters Score -829588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -829590.250000 Penalty: 4560.126953
	Iteration 51Q: 3 clusters Score -829590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -829594.000000 Penalty: 4560.126953
	Iteration 52Q: 3 clusters Score -829594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -829596.750000 Penalty: 4560.126953
	Iteration 53Q: 3 clusters Score -829596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -829602.500000 Penalty: 4560.126953
	Iteration 54Q: 3 clusters Score -829602.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -829606.000000 Penalty: 4560.126953
	Iteration 55Q: 3 clusters Score -829606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -829613.312500 Penalty: 4560.126953
	Iteration 56Q: 3 clusters Score -829613.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -829621.375000 Penalty: 4560.126953
	Iteration 57Q: 3 clusters Score -829621.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -829634.000000 Penalty: 4560.126953
	Iteration 58Q: 3 clusters Score -829634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -829645.250000 Penalty: 4560.126953
	Iteration 59Q: 3 clusters Score -829645.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -829658.562500 Penalty: 4560.126953
	Iteration 60F: 3 clusters Score -829658.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -829667.687500 Penalty: 4560.126953
	Iteration 61Q: 3 clusters Score -829667.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -829674.437500 Penalty: 4560.126953
	Iteration 62Q: 3 clusters Score -829674.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -829677.375000 Penalty: 4560.126953
	Iteration 63Q: 3 clusters Score -829677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -829678.687500 Penalty: 4560.126953
	Iteration 64Q: 3 clusters Score -829678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -829682.437500 Penalty: 4560.126953
	Iteration 65Q: 3 clusters Score -829682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -829686.500000 Penalty: 4560.126953
	Iteration 66Q: 3 clusters Score -829686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -829690.062500 Penalty: 4560.126953
	Iteration 67Q: 3 clusters Score -829690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -829692.500000 Penalty: 4560.126953
	Iteration 68Q: 3 clusters Score -829692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -829694.812500 Penalty: 4560.126953
	Iteration 69Q: 3 clusters Score -829694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -829698.500000 Penalty: 4560.126953
	Iteration 70Q: 3 clusters Score -829698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -829700.250000 Penalty: 4560.126953
	Iteration 71Q: 3 clusters Score -829700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -829704.500000 Penalty: 4560.126953
	Iteration 72Q: 3 clusters Score -829704.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -829706.125000 Penalty: 4560.126953
	Iteration 73Q: 3 clusters Score -829706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -829708.000000 Penalty: 4560.126953
	Iteration 74Q: 3 clusters Score -829708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -829708.625000 Penalty: 4560.126953
	Iteration 75Q: 3 clusters Score -829708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -829709.500000 Penalty: 4560.126953
	Iteration 76Q: 3 clusters Score -829709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -829709.500000 Penalty: 4560.126953
	Iteration 77Q: 3 clusters Score -829709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -829709.375000 Penalty: 4560.126953
	Iteration 78Q: 3 clusters Score -829709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -829709.375000 Penalty: 4560.126953
	Iteration 79F: 3 clusters Score -829709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Entering Unmasked Estep 
Score: -1005408.625000 Penalty: 2338.350586
	Iteration 0F: 2 clusters Score -1005409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -996186.187500 Penalty: 4676.701172
	Iteration 0F: 3 clusters Score -996186.2 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -999175.625000 Penalty: 4676.701172
	Iteration 1F: 3 clusters Score -999175.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -999839.062500 Penalty: 4676.701172
	Iteration 2F: 3 clusters Score -999839.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1000491.562500 Penalty: 4676.701172
	Iteration 3F: 3 clusters Score -1000492 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1001262.187500 Penalty: 4676.701172
	Iteration 4F: 3 clusters Score -1001262 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1002112.562500 Penalty: 4676.701172
	Iteration 5F: 3 clusters Score -1002113 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1002799.875000 Penalty: 4676.701172
	Iteration 6F: 3 clusters Score -1002800 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1003321.875000 Penalty: 4676.701172
	Iteration 7F: 3 clusters Score -1003322 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1003672.375000 Penalty: 4676.701172
	Iteration 8Q: 3 clusters Score -1003672 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1003899.437500 Penalty: 4676.701172
	Iteration 9Q: 3 clusters Score -1003899 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1004018.375000 Penalty: 4676.701172
	Iteration 10Q: 3 clusters Score -1004018 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1004073.437500 Penalty: 4676.701172
	Iteration 11Q: 3 clusters Score -1004073 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1004097.625000 Penalty: 4676.701172
	Iteration 12Q: 3 clusters Score -1004098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1004112.062500 Penalty: 4676.701172
	Iteration 13Q: 3 clusters Score -1004112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1004124.750000 Penalty: 4676.701172
	Iteration 14Q: 3 clusters Score -1004125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1004133.625000 Penalty: 4676.701172
	Iteration 15Q: 3 clusters Score -1004134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1004140.625000 Penalty: 4676.701172
	Iteration 16Q: 3 clusters Score -1004141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1004145.375000 Penalty: 4676.701172
	Iteration 17Q: 3 clusters Score -1004145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1004156.875000 Penalty: 4676.701172
	Iteration 18Q: 3 clusters Score -1004157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1004164.312500 Penalty: 4676.701172
	Iteration 19Q: 3 clusters Score -1004164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1004169.812500 Penalty: 4676.701172
	Iteration 20F: 3 clusters Score -1004170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1004177.687500 Penalty: 4676.701172
	Iteration 21Q: 3 clusters Score -1004178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1004185.750000 Penalty: 4676.701172
	Iteration 22Q: 3 clusters Score -1004186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1004196.312500 Penalty: 4676.701172
	Iteration 23Q: 3 clusters Score -1004196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1004204.687500 Penalty: 4676.701172
	Iteration 24Q: 3 clusters Score -1004205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1004223.187500 Penalty: 4676.701172
	Iteration 25Q: 3 clusters Score -1004223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1004240.375000 Penalty: 4676.701172
	Iteration 26Q: 3 clusters Score -1004240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1004260.812500 Penalty: 4676.701172
	Iteration 27Q: 3 clusters Score -1004261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1004287.812500 Penalty: 4676.701172
	Iteration 28Q: 3 clusters Score -1004288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1004301.875000 Penalty: 4676.701172
	Iteration 29Q: 3 clusters Score -1004302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1004317.062500 Penalty: 4676.701172
	Iteration 30Q: 3 clusters Score -1004317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1004330.187500 Penalty: 4676.701172
	Iteration 31Q: 3 clusters Score -1004330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1004341.437500 Penalty: 4676.701172
	Iteration 32Q: 3 clusters Score -1004341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1004354.125000 Penalty: 4676.701172
	Iteration 33Q: 3 clusters Score -1004354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1004362.312500 Penalty: 4676.701172
	Iteration 34Q: 3 clusters Score -1004362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1004377.375000 Penalty: 4676.701172
	Iteration 35Q: 3 clusters Score -1004377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1004385.312500 Penalty: 4676.701172
	Iteration 36Q: 3 clusters Score -1004385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1004391.437500 Penalty: 4676.701172
	Iteration 37Q: 3 clusters Score -1004391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1004399.562500 Penalty: 4676.701172
	Iteration 38Q: 3 clusters Score -1004400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1004404.500000 Penalty: 4676.701172
	Iteration 39Q: 3 clusters Score -1004404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1004411.187500 Penalty: 4676.701172
	Iteration 40F: 3 clusters Score -1004411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1004416.437500 Penalty: 4676.701172
	Iteration 41Q: 3 clusters Score -1004416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1004420.812500 Penalty: 4676.701172
	Iteration 42Q: 3 clusters Score -1004421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1004431.562500 Penalty: 4676.701172
	Iteration 43Q: 3 clusters Score -1004432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1004432.937500 Penalty: 4676.701172
	Iteration 44Q: 3 clusters Score -1004433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1004441.875000 Penalty: 4676.701172
	Iteration 45Q: 3 clusters Score -1004442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1004449.812500 Penalty: 4676.701172
	Iteration 46Q: 3 clusters Score -1004450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1004449.500000 Penalty: 4676.701172
	Iteration 47Q: 3 clusters Score -1004450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1004455.125000 Penalty: 4676.701172
	Iteration 48Q: 3 clusters Score -1004455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1004458.750000 Penalty: 4676.701172
	Iteration 49Q: 3 clusters Score -1004459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1004461.125000 Penalty: 4676.701172
	Iteration 50Q: 3 clusters Score -1004461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1004462.687500 Penalty: 4676.701172
	Iteration 51Q: 3 clusters Score -1004463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1004465.125000 Penalty: 4676.701172
	Iteration 52Q: 3 clusters Score -1004465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1004466.125000 Penalty: 4676.701172
	Iteration 53Q: 3 clusters Score -1004466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1004469.312500 Penalty: 4676.701172
	Iteration 54Q: 3 clusters Score -1004469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1004468.375000 Penalty: 4676.701172
	Iteration 55Q: 3 clusters Score -1004468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1004470.500000 Penalty: 4676.701172
	Iteration 56Q: 3 clusters Score -1004470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1004471.062500 Penalty: 4676.701172
	Iteration 57Q: 3 clusters Score -1004471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1004474.500000 Penalty: 4676.701172
	Iteration 58Q: 3 clusters Score -1004474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1004474.250000 Penalty: 4676.701172
	Iteration 59Q: 3 clusters Score -1004474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1004479.125000 Penalty: 4676.701172
	Iteration 60F: 3 clusters Score -1004479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1004477.875000 Penalty: 4676.701172
	Iteration 61Q: 3 clusters Score -1004478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1004479.000000 Penalty: 4676.701172
	Iteration 62Q: 3 clusters Score -1004479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1004485.437500 Penalty: 4676.701172
	Iteration 63Q: 3 clusters Score -1004485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1004483.625000 Penalty: 4676.701172
	Iteration 64Q: 3 clusters Score -1004484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1004486.812500 Penalty: 4676.701172
	Iteration 65Q: 3 clusters Score -1004487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1004486.750000 Penalty: 4676.701172
	Iteration 66Q: 3 clusters Score -1004487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1004489.000000 Penalty: 4676.701172
	Iteration 67Q: 3 clusters Score -1004489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1004495.687500 Penalty: 4676.701172
	Iteration 68Q: 3 clusters Score -1004496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1004499.500000 Penalty: 4676.701172
	Iteration 69Q: 3 clusters Score -1004500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1004499.687500 Penalty: 4676.701172
	Iteration 70Q: 3 clusters Score -1004500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1004504.625000 Penalty: 4676.701172
	Iteration 71Q: 3 clusters Score -1004505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1004501.750000 Penalty: 4676.701172
	Iteration 72Q: 3 clusters Score -1004502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1004501.875000 Penalty: 4676.701172
	Iteration 73Q: 3 clusters Score -1004502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1004502.937500 Penalty: 4676.701172
	Iteration 74Q: 3 clusters Score -1004503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1004504.500000 Penalty: 4676.701172
	Iteration 75Q: 3 clusters Score -1004504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1004503.750000 Penalty: 4676.701172
	Iteration 76Q: 3 clusters Score -1004504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1004503.437500 Penalty: 4676.701172
	Iteration 77Q: 3 clusters Score -1004503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1004504.937500 Penalty: 4676.701172
	Iteration 78Q: 3 clusters Score -1004505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1004505.312500 Penalty: 4676.701172
	Iteration 79Q: 3 clusters Score -1004505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1004504.687500 Penalty: 4676.701172
	Iteration 80F: 3 clusters Score -1004505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1004506.687500 Penalty: 4676.701172
	Iteration 81Q: 3 clusters Score -1004507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1004507.750000 Penalty: 4676.701172
	Iteration 82Q: 3 clusters Score -1004508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1004511.625000 Penalty: 4676.701172
	Iteration 83Q: 3 clusters Score -1004512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1004511.625000 Penalty: 4676.701172
	Iteration 84Q: 3 clusters Score -1004512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1004511.812500 Penalty: 4676.701172
	Iteration 85Q: 3 clusters Score -1004512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1004511.187500 Penalty: 4676.701172
	Iteration 86Q: 3 clusters Score -1004511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1004511.187500 Penalty: 4676.701172
	Iteration 87F: 3 clusters Score -1004511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Entering Unmasked Estep 
Score: -1348387.750000 Penalty: 2381.524658
	Iteration 0F: 2 clusters Score -1348388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1337717.625000 Penalty: 4763.049316
	Iteration 0F: 3 clusters Score -1337718 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1341032.125000 Penalty: 4763.049316
	Iteration 1F: 3 clusters Score -1341032 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1341320.000000 Penalty: 4763.049316
	Iteration 2F: 3 clusters Score -1341320 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1341531.000000 Penalty: 4763.049316
	Iteration 3Q: 3 clusters Score -1341531 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1341669.750000 Penalty: 4763.049316
	Iteration 4Q: 3 clusters Score -1341670 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1341764.500000 Penalty: 4763.049316
	Iteration 5Q: 3 clusters Score -1341764 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1341839.625000 Penalty: 4763.049316
	Iteration 6Q: 3 clusters Score -1341840 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1341909.625000 Penalty: 4763.049316
	Iteration 7Q: 3 clusters Score -1341910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1341993.875000 Penalty: 4763.049316
	Iteration 8Q: 3 clusters Score -1341994 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1342092.500000 Penalty: 4763.049316
	Iteration 9Q: 3 clusters Score -1342092 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1342207.000000 Penalty: 4763.049316
	Iteration 10Q: 3 clusters Score -1342207 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1342359.125000 Penalty: 4763.049316
	Iteration 11Q: 3 clusters Score -1342359 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1342582.750000 Penalty: 4763.049316
	Iteration 12Q: 3 clusters Score -1342583 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1342896.625000 Penalty: 4763.049316
	Iteration 13Q: 3 clusters Score -1342897 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1343345.625000 Penalty: 4763.049316
	Iteration 14Q: 3 clusters Score -1343346 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1343911.250000 Penalty: 4763.049316
	Iteration 15F: 3 clusters Score -1343911 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1344556.125000 Penalty: 4763.049316
	Iteration 16F: 3 clusters Score -1344556 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1345111.250000 Penalty: 4763.049316
	Iteration 17Q: 3 clusters Score -1345111 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1345528.750000 Penalty: 4763.049316
	Iteration 18Q: 3 clusters Score -1345529 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1345822.500000 Penalty: 4763.049316
	Iteration 19Q: 3 clusters Score -1345822 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1346008.500000 Penalty: 4763.049316
	Iteration 20F: 3 clusters Score -1346008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1346104.375000 Penalty: 4763.049316
	Iteration 21Q: 3 clusters Score -1346104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1346176.125000 Penalty: 4763.049316
	Iteration 22Q: 3 clusters Score -1346176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1346212.750000 Penalty: 4763.049316
	Iteration 23Q: 3 clusters Score -1346213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1346238.250000 Penalty: 4763.049316
	Iteration 24Q: 3 clusters Score -1346238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1346252.500000 Penalty: 4763.049316
	Iteration 25Q: 3 clusters Score -1346252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1346256.625000 Penalty: 4763.049316
	Iteration 26Q: 3 clusters Score -1346257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1346262.500000 Penalty: 4763.049316
	Iteration 27Q: 3 clusters Score -1346262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1346269.500000 Penalty: 4763.049316
	Iteration 28Q: 3 clusters Score -1346270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1346276.250000 Penalty: 4763.049316
	Iteration 29Q: 3 clusters Score -1346276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1346283.500000 Penalty: 4763.049316
	Iteration 30Q: 3 clusters Score -1346284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1346293.250000 Penalty: 4763.049316
	Iteration 31Q: 3 clusters Score -1346293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1346299.500000 Penalty: 4763.049316
	Iteration 32Q: 3 clusters Score -1346300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1346301.000000 Penalty: 4763.049316
	Iteration 33Q: 3 clusters Score -1346301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1346300.750000 Penalty: 4763.049316
	Iteration 34Q: 3 clusters Score -1346301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1346303.000000 Penalty: 4763.049316
	Iteration 35Q: 3 clusters Score -1346303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1346303.000000 Penalty: 4763.049316
	Iteration 36F: 3 clusters Score -1346303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -591679.437500 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -591679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -585886.312500 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -585886.3 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -587431.562500 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -587431.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -587729.875000 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -587729.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -587946.562500 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -587946.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -588127.062500 Penalty: 4395.300293
	Iteration 4Q: 3 clusters Score -588127.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -588288.500000 Penalty: 4395.300293
	Iteration 5Q: 3 clusters Score -588288.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -588429.062500 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -588429.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -588565.125000 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -588565.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -588688.687500 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -588688.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -588794.562500 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -588794.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -588904.562500 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -588904.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -588999.812500 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -588999.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -589072.125000 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -589072.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -589134.000000 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -589134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -589185.562500 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -589185.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -589225.187500 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -589225.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -589258.062500 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -589258.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -589295.500000 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -589295.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -589337.687500 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -589337.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -589374.937500 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -589374.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -589412.500000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -589412.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -589445.187500 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -589445.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -589482.187500 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -589482.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -589520.687500 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -589520.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -589568.187500 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -589568.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -589601.625000 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -589601.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -589624.500000 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -589624.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -589637.187500 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -589637.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -589651.937500 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -589651.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -589667.250000 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -589667.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -589681.375000 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -589681.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -589692.062500 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -589692.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -589711.875000 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -589711.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -589727.500000 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -589727.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -589745.187500 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -589745.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -589755.562500 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -589755.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -589765.687500 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -589765.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -589775.562500 Penalty: 4395.300293
	Iteration 37Q: 3 clusters Score -589775.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -589781.437500 Penalty: 4395.300293
	Iteration 38Q: 3 clusters Score -589781.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -589781.812500 Penalty: 4395.300293
	Iteration 39Q: 3 clusters Score -589781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -589783.875000 Penalty: 4395.300293
	Iteration 40F: 3 clusters Score -589783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -589784.500000 Penalty: 4395.300293
	Iteration 41Q: 3 clusters Score -589784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -589785.187500 Penalty: 4395.300293
	Iteration 42Q: 3 clusters Score -589785.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -589784.250000 Penalty: 4395.300293
	Iteration 43Q: 3 clusters Score -589784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -589783.750000 Penalty: 4395.300293
	Iteration 44Q: 3 clusters Score -589783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -589783.812500 Penalty: 4395.300293
	Iteration 45Q: 3 clusters Score -589783.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -589783.812500 Penalty: 4395.300293
	Iteration 46F: 3 clusters Score -589783.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412902 members 
Entering Unmasked Estep 
Score: -36480784.000000 Penalty: 3206.879395
	Iteration 0F: 2 clusters Score -3.648078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206081 members 
Mstep: Class 2 contains 206821 members 
Entering Unmasked Estep 
Score: -36202044.000000 Penalty: 6413.758789
	Iteration 0F: 3 clusters Score -3.620204e+07 nChanged 200866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199947 members 
Mstep: Class 2 contains 212955 members 
Entering Unmasked Estep 
Score: -36321872.000000 Penalty: 6413.758789
	Iteration 1F: 3 clusters Score -3.632187e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195275 members 
Mstep: Class 2 contains 217627 members 
Entering Unmasked Estep 
Score: -36323320.000000 Penalty: 6413.758789
	Iteration 2Q: 3 clusters Score -3.632332e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 225015 members 
Entering Unmasked Estep 
Score: -36325552.000000 Penalty: 6413.758789
	Iteration 3Q: 3 clusters Score -3.632555e+07 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176189 members 
Mstep: Class 2 contains 236713 members 
Entering Unmasked Estep 
Score: -36329580.000000 Penalty: 6413.758789
	Iteration 4Q: 3 clusters Score -3.632958e+07 nChanged 18754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 255033 members 
Entering Unmasked Estep 
Score: -36337884.000000 Penalty: 6413.758789
	Iteration 5Q: 3 clusters Score -3.633788e+07 nChanged 27752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130199 members 
Mstep: Class 2 contains 282703 members 
Entering Unmasked Estep 
Score: -36354808.000000 Penalty: 6413.758789
	Iteration 6F: 3 clusters Score -3.635481e+07 nChanged 37786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92437 members 
Mstep: Class 2 contains 320465 members 
Entering Unmasked Estep 
Score: -36386040.000000 Penalty: 6413.758789
	Iteration 7F: 3 clusters Score -3.638604e+07 nChanged 42063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 362528 members 
Entering Unmasked Estep 
Score: -36428208.000000 Penalty: 6413.758789
	Iteration 8F: 3 clusters Score -3.642821e+07 nChanged 31259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 393783 members 
Entering Unmasked Estep 
Score: -36460184.000000 Penalty: 6413.758789
	Iteration 9F: 3 clusters Score -3.646018e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 407230 members 
Entering Unmasked Estep 
Score: -36472792.000000 Penalty: 6413.758789
	Iteration 10Q: 3 clusters Score -3.647279e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 411249 members 
Entering Unmasked Estep 
Score: -36476328.000000 Penalty: 6413.758789
	Iteration 11Q: 3 clusters Score -3.647633e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 412339 members 
Entering Unmasked Estep 
Score: -36477408.000000 Penalty: 6413.758789
	Iteration 12Q: 3 clusters Score -3.647741e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 412557 members 
Entering Unmasked Estep 
Score: -36477656.000000 Penalty: 6413.758789
	Iteration 13Q: 3 clusters Score -3.647766e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 412604 members 
Entering Unmasked Estep 
Score: -36477800.000000 Penalty: 6413.758789
	Iteration 14Q: 3 clusters Score -3.64778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 412624 members 
Entering Unmasked Estep 
Score: -36477880.000000 Penalty: 6413.758789
	Iteration 15Q: 3 clusters Score -3.647788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 412636 members 
Entering Unmasked Estep 
Score: -36477880.000000 Penalty: 6413.758789
	Iteration 16Q: 3 clusters Score -3.647788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 412643 members 
Entering Unmasked Estep 
Score: -36477900.000000 Penalty: 6413.758789
	Iteration 17Q: 3 clusters Score -3.64779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 412650 members 
Entering Unmasked Estep 
Score: -36477928.000000 Penalty: 6413.758789
	Iteration 18Q: 3 clusters Score -3.647793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 412655 members 
Entering Unmasked Estep 
Score: -36477940.000000 Penalty: 6413.758789
	Iteration 19Q: 3 clusters Score -3.647794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 412655 members 
Entering Unmasked Estep 
Score: -36477948.000000 Penalty: 6413.758789
	Iteration 20F: 3 clusters Score -3.647795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 412657 members 
Entering Unmasked Estep 
Score: -36477924.000000 Penalty: 6413.758789
	Iteration 21Q: 3 clusters Score -3.647792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 412661 members 
Entering Unmasked Estep 
Score: -36477944.000000 Penalty: 6413.758789
	Iteration 22Q: 3 clusters Score -3.647794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 412664 members 
Entering Unmasked Estep 
Score: -36477936.000000 Penalty: 6413.758789
	Iteration 23Q: 3 clusters Score -3.647794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 412668 members 
Entering Unmasked Estep 
Score: -36477976.000000 Penalty: 6413.758789
	Iteration 24Q: 3 clusters Score -3.647798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 412667 members 
Entering Unmasked Estep 
Score: -36477964.000000 Penalty: 6413.758789
	Iteration 25Q: 3 clusters Score -3.647796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 412668 members 
Entering Unmasked Estep 
Score: -36477968.000000 Penalty: 6413.758789
	Iteration 26Q: 3 clusters Score -3.647797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 412669 members 
Entering Unmasked Estep 
Score: -36477960.000000 Penalty: 6413.758789
	Iteration 27Q: 3 clusters Score -3.647796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 412669 members 
Entering Unmasked Estep 
Score: -36477972.000000 Penalty: 6413.758789
	Iteration 28Q: 3 clusters Score -3.647797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 412670 members 
Entering Unmasked Estep 
Score: -36477980.000000 Penalty: 6413.758789
	Iteration 29Q: 3 clusters Score -3.647798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 412671 members 
Entering Unmasked Estep 
Score: -36477988.000000 Penalty: 6413.758789
	Iteration 30Q: 3 clusters Score -3.647799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 412671 members 
Entering Unmasked Estep 
Score: -36477988.000000 Penalty: 6413.758789
	Iteration 31F: 3 clusters Score -3.647799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -727939.437500 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -727939.4 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 4261 members 
Entering Unmasked Estep 
Score: -721248.312500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -721248.3 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -722984.500000 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -722984.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -723224.187500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -723224.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -723371.125000 Penalty: 4484.969238
	Iteration 3Q: 3 clusters Score -723371.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -723482.562500 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -723482.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -723576.375000 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -723576.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -723665.375000 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -723665.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -723756.000000 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -723756 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -723847.187500 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -723847.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -723936.750000 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -723936.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -724037.875000 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -724037.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -724146.625000 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -724146.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -724258.062500 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -724258.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -724372.187500 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -724372.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -724471.250000 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -724471.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -724558.625000 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -724558.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -724647.250000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -724647.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -724720.875000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -724720.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -724795.125000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -724795.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -724864.000000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -724864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -724929.937500 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -724929.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -725004.750000 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -725004.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -725077.437500 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -725077.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -725152.562500 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -725152.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -725225.125000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -725225.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -725289.625000 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -725289.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -725348.750000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -725348.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -725401.875000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -725401.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -725439.625000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -725439.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -725478.437500 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -725478.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -725516.062500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -725516.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -725552.000000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -725552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -725581.187500 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -725581.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -725609.500000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -725609.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -725637.562500 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -725637.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -725670.562500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -725670.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -725697.125000 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -725697.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -725719.750000 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -725719.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -725737.500000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -725737.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -725753.812500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -725753.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -725765.812500 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -725765.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -725778.062500 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -725778.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -725785.375000 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -725785.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -725789.687500 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -725789.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -725795.312500 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -725795.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -725799.125000 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -725799.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -725801.312500 Penalty: 4484.969238
	Iteration 46Q: 3 clusters Score -725801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -725804.812500 Penalty: 4484.969238
	Iteration 47Q: 3 clusters Score -725804.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -725804.500000 Penalty: 4484.969238
	Iteration 48Q: 3 clusters Score -725804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -725805.375000 Penalty: 4484.969238
	Iteration 49Q: 3 clusters Score -725805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -725805.812500 Penalty: 4484.969238
	Iteration 50Q: 3 clusters Score -725805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -725808.000000 Penalty: 4484.969238
	Iteration 51Q: 3 clusters Score -725808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -725807.937500 Penalty: 4484.969238
	Iteration 52Q: 3 clusters Score -725807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -725808.500000 Penalty: 4484.969238
	Iteration 53Q: 3 clusters Score -725808.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -725812.187500 Penalty: 4484.969238
	Iteration 54Q: 3 clusters Score -725812.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -725813.562500 Penalty: 4484.969238
	Iteration 55Q: 3 clusters Score -725813.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -725816.125000 Penalty: 4484.969238
	Iteration 56Q: 3 clusters Score -725816.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -725821.000000 Penalty: 4484.969238
	Iteration 57Q: 3 clusters Score -725821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -725823.312500 Penalty: 4484.969238
	Iteration 58Q: 3 clusters Score -725823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -725827.750000 Penalty: 4484.969238
	Iteration 59Q: 3 clusters Score -725827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -725833.937500 Penalty: 4484.969238
	Iteration 60F: 3 clusters Score -725833.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -725835.125000 Penalty: 4484.969238
	Iteration 61Q: 3 clusters Score -725835.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -725838.500000 Penalty: 4484.969238
	Iteration 62Q: 3 clusters Score -725838.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -725842.812500 Penalty: 4484.969238
	Iteration 63Q: 3 clusters Score -725842.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -725848.375000 Penalty: 4484.969238
	Iteration 64Q: 3 clusters Score -725848.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -725852.625000 Penalty: 4484.969238
	Iteration 65Q: 3 clusters Score -725852.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -725855.687500 Penalty: 4484.969238
	Iteration 66Q: 3 clusters Score -725855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -725861.250000 Penalty: 4484.969238
	Iteration 67Q: 3 clusters Score -725861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -725867.875000 Penalty: 4484.969238
	Iteration 68Q: 3 clusters Score -725867.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -725876.062500 Penalty: 4484.969238
	Iteration 69Q: 3 clusters Score -725876.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -725886.937500 Penalty: 4484.969238
	Iteration 70Q: 3 clusters Score -725886.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -725896.812500 Penalty: 4484.969238
	Iteration 71Q: 3 clusters Score -725896.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -725905.937500 Penalty: 4484.969238
	Iteration 72Q: 3 clusters Score -725905.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -725914.187500 Penalty: 4484.969238
	Iteration 73Q: 3 clusters Score -725914.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -725919.812500 Penalty: 4484.969238
	Iteration 74Q: 3 clusters Score -725919.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -725925.812500 Penalty: 4484.969238
	Iteration 75Q: 3 clusters Score -725925.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -725934.937500 Penalty: 4484.969238
	Iteration 76Q: 3 clusters Score -725934.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -725944.500000 Penalty: 4484.969238
	Iteration 77Q: 3 clusters Score -725944.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -725953.750000 Penalty: 4484.969238
	Iteration 78Q: 3 clusters Score -725953.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -725958.062500 Penalty: 4484.969238
	Iteration 79Q: 3 clusters Score -725958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -725961.312500 Penalty: 4484.969238
	Iteration 80F: 3 clusters Score -725961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -725964.875000 Penalty: 4484.969238
	Iteration 81Q: 3 clusters Score -725964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -725968.312500 Penalty: 4484.969238
	Iteration 82Q: 3 clusters Score -725968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -725971.000000 Penalty: 4484.969238
	Iteration 83Q: 3 clusters Score -725971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -725973.687500 Penalty: 4484.969238
	Iteration 84Q: 3 clusters Score -725973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -725976.312500 Penalty: 4484.969238
	Iteration 85Q: 3 clusters Score -725976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -725977.812500 Penalty: 4484.969238
	Iteration 86Q: 3 clusters Score -725977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -725980.250000 Penalty: 4484.969238
	Iteration 87Q: 3 clusters Score -725980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -725981.625000 Penalty: 4484.969238
	Iteration 88Q: 3 clusters Score -725981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -725983.562500 Penalty: 4484.969238
	Iteration 89Q: 3 clusters Score -725983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -725983.000000 Penalty: 4484.969238
	Iteration 90Q: 3 clusters Score -725983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -725983.375000 Penalty: 4484.969238
	Iteration 91Q: 3 clusters Score -725983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -725984.312500 Penalty: 4484.969238
	Iteration 92Q: 3 clusters Score -725984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -725984.062500 Penalty: 4484.969238
	Iteration 93Q: 3 clusters Score -725984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -725984.062500 Penalty: 4484.969238
	Iteration 94F: 3 clusters Score -725984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -710587.375000 Penalty: 2237.146729
	Iteration 0F: 2 clusters Score -710587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -703990.875000 Penalty: 4474.293457
	Iteration 0F: 3 clusters Score -703990.9 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -705794.750000 Penalty: 4474.293457
	Iteration 1F: 3 clusters Score -705794.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -706106.562500 Penalty: 4474.293457
	Iteration 2F: 3 clusters Score -706106.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -706333.687500 Penalty: 4474.293457
	Iteration 3F: 3 clusters Score -706333.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -706519.812500 Penalty: 4474.293457
	Iteration 4Q: 3 clusters Score -706519.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -706703.687500 Penalty: 4474.293457
	Iteration 5Q: 3 clusters Score -706703.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -706967.437500 Penalty: 4474.293457
	Iteration 6Q: 3 clusters Score -706967.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -707258.750000 Penalty: 4474.293457
	Iteration 7Q: 3 clusters Score -707258.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -707613.437500 Penalty: 4474.293457
	Iteration 8F: 3 clusters Score -707613.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -707969.062500 Penalty: 4474.293457
	Iteration 9Q: 3 clusters Score -707969.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -708322.250000 Penalty: 4474.293457
	Iteration 10Q: 3 clusters Score -708322.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -708660.312500 Penalty: 4474.293457
	Iteration 11Q: 3 clusters Score -708660.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -709007.687500 Penalty: 4474.293457
	Iteration 12Q: 3 clusters Score -709007.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -709340.437500 Penalty: 4474.293457
	Iteration 13Q: 3 clusters Score -709340.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -709589.437500 Penalty: 4474.293457
	Iteration 14Q: 3 clusters Score -709589.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -709723.500000 Penalty: 4474.293457
	Iteration 15Q: 3 clusters Score -709723.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -709811.125000 Penalty: 4474.293457
	Iteration 16Q: 3 clusters Score -709811.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -709860.687500 Penalty: 4474.293457
	Iteration 17Q: 3 clusters Score -709860.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -709885.937500 Penalty: 4474.293457
	Iteration 18Q: 3 clusters Score -709885.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -709901.375000 Penalty: 4474.293457
	Iteration 19Q: 3 clusters Score -709901.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -709914.625000 Penalty: 4474.293457
	Iteration 20F: 3 clusters Score -709914.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -709920.812500 Penalty: 4474.293457
	Iteration 21Q: 3 clusters Score -709920.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -709925.937500 Penalty: 4474.293457
	Iteration 22Q: 3 clusters Score -709925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -709927.687500 Penalty: 4474.293457
	Iteration 23Q: 3 clusters Score -709927.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -709930.125000 Penalty: 4474.293457
	Iteration 24Q: 3 clusters Score -709930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -709931.625000 Penalty: 4474.293457
	Iteration 25Q: 3 clusters Score -709931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -709931.875000 Penalty: 4474.293457
	Iteration 26Q: 3 clusters Score -709931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -709931.875000 Penalty: 4474.293457
	Iteration 27Q: 3 clusters Score -709931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -709932.687500 Penalty: 4474.293457
	Iteration 28Q: 3 clusters Score -709932.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -709932.687500 Penalty: 4474.293457
	Iteration 29F: 3 clusters Score -709932.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -1712962.250000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -1712962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1699346.500000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -1699346 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1703800.500000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -1703800 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1704149.000000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -1704149 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1704457.625000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -1704458 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1704729.750000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -1704730 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1704993.000000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -1704993 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1705230.875000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -1705231 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1705502.000000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -1705502 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1705812.875000 Penalty: 4894.227051
	Iteration 8Q: 3 clusters Score -1705813 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1706250.625000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -1706251 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1706811.750000 Penalty: 4894.227051
	Iteration 10Q: 3 clusters Score -1706812 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1707486.375000 Penalty: 4894.227051
	Iteration 11Q: 3 clusters Score -1707486 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1708188.500000 Penalty: 4894.227051
	Iteration 12Q: 3 clusters Score -1708188 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1708855.875000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -1708856 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1709454.625000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -1709455 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1709924.875000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -1709925 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1710247.000000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -1710247 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1710456.625000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -1710457 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1710584.500000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -1710584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1710667.875000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -1710668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1710734.125000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -1710734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1710779.125000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -1710779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1710807.000000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -1710807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1710824.125000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -1710824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1710838.250000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -1710838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1710852.125000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -1710852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1710867.625000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -1710868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1710885.750000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -1710886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1710896.000000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -1710896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1710909.250000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -1710909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1710921.375000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -1710921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1710925.125000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -1710925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1710932.125000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -1710932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1710938.375000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -1710938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1710946.625000 Penalty: 4894.227051
	Iteration 34Q: 3 clusters Score -1710947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1710952.250000 Penalty: 4894.227051
	Iteration 35Q: 3 clusters Score -1710952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1710956.375000 Penalty: 4894.227051
	Iteration 36Q: 3 clusters Score -1710956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1710965.500000 Penalty: 4894.227051
	Iteration 37Q: 3 clusters Score -1710966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1710968.250000 Penalty: 4894.227051
	Iteration 38Q: 3 clusters Score -1710968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1710972.625000 Penalty: 4894.227051
	Iteration 39Q: 3 clusters Score -1710973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1710978.250000 Penalty: 4894.227051
	Iteration 40F: 3 clusters Score -1710978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1710980.375000 Penalty: 4894.227051
	Iteration 41Q: 3 clusters Score -1710980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1710980.375000 Penalty: 4894.227051
	Iteration 42F: 3 clusters Score -1710980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Entering Unmasked Estep 
Score: -362688.968750 Penalty: 2085.472412
	Iteration 0F: 2 clusters Score -362689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -358478.875000 Penalty: 4170.944824
	Iteration 0F: 3 clusters Score -358478.9 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -359475.718750 Penalty: 4170.944824
	Iteration 1F: 3 clusters Score -359475.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -359684.875000 Penalty: 4170.944824
	Iteration 2F: 3 clusters Score -359684.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -359828.343750 Penalty: 4170.944824
	Iteration 3F: 3 clusters Score -359828.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -359965.281250 Penalty: 4170.944824
	Iteration 4Q: 3 clusters Score -359965.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -360100.218750 Penalty: 4170.944824
	Iteration 5Q: 3 clusters Score -360100.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -360208.343750 Penalty: 4170.944824
	Iteration 6Q: 3 clusters Score -360208.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -360296.375000 Penalty: 4170.944824
	Iteration 7Q: 3 clusters Score -360296.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -360371.687500 Penalty: 4170.944824
	Iteration 8Q: 3 clusters Score -360371.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -360450.718750 Penalty: 4170.944824
	Iteration 9Q: 3 clusters Score -360450.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -360520.406250 Penalty: 4170.944824
	Iteration 10Q: 3 clusters Score -360520.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -360577.937500 Penalty: 4170.944824
	Iteration 11Q: 3 clusters Score -360577.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -360633.968750 Penalty: 4170.944824
	Iteration 12Q: 3 clusters Score -360634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -360681.687500 Penalty: 4170.944824
	Iteration 13Q: 3 clusters Score -360681.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -360733.187500 Penalty: 4170.944824
	Iteration 14Q: 3 clusters Score -360733.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -360782.843750 Penalty: 4170.944824
	Iteration 15Q: 3 clusters Score -360782.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -360817.531250 Penalty: 4170.944824
	Iteration 16Q: 3 clusters Score -360817.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -360857.593750 Penalty: 4170.944824
	Iteration 17Q: 3 clusters Score -360857.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -360907.750000 Penalty: 4170.944824
	Iteration 18Q: 3 clusters Score -360907.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -360949.718750 Penalty: 4170.944824
	Iteration 19Q: 3 clusters Score -360949.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -360984.218750 Penalty: 4170.944824
	Iteration 20F: 3 clusters Score -360984.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -361020.625000 Penalty: 4170.944824
	Iteration 21Q: 3 clusters Score -361020.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -361044.687500 Penalty: 4170.944824
	Iteration 22Q: 3 clusters Score -361044.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -361061.062500 Penalty: 4170.944824
	Iteration 23Q: 3 clusters Score -361061.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -361079.281250 Penalty: 4170.944824
	Iteration 24Q: 3 clusters Score -361079.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -361098.343750 Penalty: 4170.944824
	Iteration 25Q: 3 clusters Score -361098.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -361113.218750 Penalty: 4170.944824
	Iteration 26Q: 3 clusters Score -361113.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -361124.562500 Penalty: 4170.944824
	Iteration 27Q: 3 clusters Score -361124.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -361134.406250 Penalty: 4170.944824
	Iteration 28Q: 3 clusters Score -361134.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -361148.156250 Penalty: 4170.944824
	Iteration 29Q: 3 clusters Score -361148.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -361158.281250 Penalty: 4170.944824
	Iteration 30Q: 3 clusters Score -361158.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -361174.281250 Penalty: 4170.944824
	Iteration 31Q: 3 clusters Score -361174.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -361194.531250 Penalty: 4170.944824
	Iteration 32Q: 3 clusters Score -361194.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -361235.031250 Penalty: 4170.944824
	Iteration 33Q: 3 clusters Score -361235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -361302.312500 Penalty: 4170.944824
	Iteration 34Q: 3 clusters Score -361302.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -361435.750000 Penalty: 4170.944824
	Iteration 35Q: 3 clusters Score -361435.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -361578.406250 Penalty: 4170.944824
	Iteration 36Q: 3 clusters Score -361578.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -361645.156250 Penalty: 4170.944824
	Iteration 37Q: 3 clusters Score -361645.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -361698.468750 Penalty: 4170.944824
	Iteration 38Q: 3 clusters Score -361698.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -361736.156250 Penalty: 4170.944824
	Iteration 39Q: 3 clusters Score -361736.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -361757.906250 Penalty: 4170.944824
	Iteration 40F: 3 clusters Score -361757.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -361769.343750 Penalty: 4170.944824
	Iteration 41Q: 3 clusters Score -361769.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -361775.031250 Penalty: 4170.944824
	Iteration 42Q: 3 clusters Score -361775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -361780.406250 Penalty: 4170.944824
	Iteration 43Q: 3 clusters Score -361780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -361785.656250 Penalty: 4170.944824
	Iteration 44Q: 3 clusters Score -361785.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -361791.468750 Penalty: 4170.944824
	Iteration 45Q: 3 clusters Score -361791.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -361798.000000 Penalty: 4170.944824
	Iteration 46Q: 3 clusters Score -361798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -361799.437500 Penalty: 4170.944824
	Iteration 47Q: 3 clusters Score -361799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -361801.781250 Penalty: 4170.944824
	Iteration 48Q: 3 clusters Score -361801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -361802.031250 Penalty: 4170.944824
	Iteration 49Q: 3 clusters Score -361802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -361803.468750 Penalty: 4170.944824
	Iteration 50Q: 3 clusters Score -361803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -361804.343750 Penalty: 4170.944824
	Iteration 51Q: 3 clusters Score -361804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -361804.000000 Penalty: 4170.944824
	Iteration 52Q: 3 clusters Score -361804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -361804.687500 Penalty: 4170.944824
	Iteration 53Q: 3 clusters Score -361804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -361805.875000 Penalty: 4170.944824
	Iteration 54Q: 3 clusters Score -361805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -361806.375000 Penalty: 4170.944824
	Iteration 55Q: 3 clusters Score -361806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -361806.375000 Penalty: 4170.944824
	Iteration 56F: 3 clusters Score -361806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Entering Unmasked Estep 
Score: -394511.906250 Penalty: 2109.570801
	Iteration 0F: 2 clusters Score -394511.9 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 2496 members 
Entering Unmasked Estep 
Score: -390049.281250 Penalty: 4219.141602
	Iteration 0F: 3 clusters Score -390049.3 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -391227.718750 Penalty: 4219.141602
	Iteration 1F: 3 clusters Score -391227.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -391586.187500 Penalty: 4219.141602
	Iteration 2F: 3 clusters Score -391586.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -391964.000000 Penalty: 4219.141602
	Iteration 3F: 3 clusters Score -391964 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -392338.093750 Penalty: 4219.141602
	Iteration 4F: 3 clusters Score -392338.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -392784.343750 Penalty: 4219.141602
	Iteration 5F: 3 clusters Score -392784.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -393103.375000 Penalty: 4219.141602
	Iteration 6F: 3 clusters Score -393103.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -393349.812500 Penalty: 4219.141602
	Iteration 7Q: 3 clusters Score -393349.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -393498.343750 Penalty: 4219.141602
	Iteration 8Q: 3 clusters Score -393498.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -393597.843750 Penalty: 4219.141602
	Iteration 9Q: 3 clusters Score -393597.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -393683.187500 Penalty: 4219.141602
	Iteration 10Q: 3 clusters Score -393683.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -393742.843750 Penalty: 4219.141602
	Iteration 11Q: 3 clusters Score -393742.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -393792.718750 Penalty: 4219.141602
	Iteration 12Q: 3 clusters Score -393792.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -393824.062500 Penalty: 4219.141602
	Iteration 13Q: 3 clusters Score -393824.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -393844.062500 Penalty: 4219.141602
	Iteration 14Q: 3 clusters Score -393844.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -393860.187500 Penalty: 4219.141602
	Iteration 15Q: 3 clusters Score -393860.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -393869.656250 Penalty: 4219.141602
	Iteration 16Q: 3 clusters Score -393869.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -393876.250000 Penalty: 4219.141602
	Iteration 17Q: 3 clusters Score -393876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -393881.656250 Penalty: 4219.141602
	Iteration 18Q: 3 clusters Score -393881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -393885.656250 Penalty: 4219.141602
	Iteration 19Q: 3 clusters Score -393885.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -393893.031250 Penalty: 4219.141602
	Iteration 20F: 3 clusters Score -393893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -393898.687500 Penalty: 4219.141602
	Iteration 21Q: 3 clusters Score -393898.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -393902.875000 Penalty: 4219.141602
	Iteration 22Q: 3 clusters Score -393902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -393905.281250 Penalty: 4219.141602
	Iteration 23Q: 3 clusters Score -393905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -393906.281250 Penalty: 4219.141602
	Iteration 24Q: 3 clusters Score -393906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -393906.968750 Penalty: 4219.141602
	Iteration 25Q: 3 clusters Score -393907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -393906.968750 Penalty: 4219.141602
	Iteration 26F: 3 clusters Score -393907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Entering Unmasked Estep 
Score: -914309.250000 Penalty: 2302.238281
	Iteration 0F: 2 clusters Score -914309.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -906162.000000 Penalty: 4604.476562
	Iteration 0F: 3 clusters Score -906162 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -908533.937500 Penalty: 4604.476562
	Iteration 1F: 3 clusters Score -908533.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -908859.062500 Penalty: 4604.476562
	Iteration 2F: 3 clusters Score -908859.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -909105.875000 Penalty: 4604.476562
	Iteration 3F: 3 clusters Score -909105.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -909292.812500 Penalty: 4604.476562
	Iteration 4Q: 3 clusters Score -909292.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -909458.812500 Penalty: 4604.476562
	Iteration 5Q: 3 clusters Score -909458.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -909624.437500 Penalty: 4604.476562
	Iteration 6Q: 3 clusters Score -909624.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -909811.875000 Penalty: 4604.476562
	Iteration 7Q: 3 clusters Score -909811.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -910045.750000 Penalty: 4604.476562
	Iteration 8Q: 3 clusters Score -910045.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -910317.812500 Penalty: 4604.476562
	Iteration 9Q: 3 clusters Score -910317.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -910626.375000 Penalty: 4604.476562
	Iteration 10Q: 3 clusters Score -910626.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -910953.437500 Penalty: 4604.476562
	Iteration 11Q: 3 clusters Score -910953.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -911280.000000 Penalty: 4604.476562
	Iteration 12Q: 3 clusters Score -911280 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -911580.625000 Penalty: 4604.476562
	Iteration 13Q: 3 clusters Score -911580.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -911813.375000 Penalty: 4604.476562
	Iteration 14Q: 3 clusters Score -911813.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -911970.187500 Penalty: 4604.476562
	Iteration 15Q: 3 clusters Score -911970.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -912091.687500 Penalty: 4604.476562
	Iteration 16Q: 3 clusters Score -912091.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -912162.937500 Penalty: 4604.476562
	Iteration 17Q: 3 clusters Score -912162.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -912217.375000 Penalty: 4604.476562
	Iteration 18Q: 3 clusters Score -912217.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -912273.062500 Penalty: 4604.476562
	Iteration 19Q: 3 clusters Score -912273.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -912326.500000 Penalty: 4604.476562
	Iteration 20F: 3 clusters Score -912326.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -912382.687500 Penalty: 4604.476562
	Iteration 21Q: 3 clusters Score -912382.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -912420.125000 Penalty: 4604.476562
	Iteration 22Q: 3 clusters Score -912420.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -912444.875000 Penalty: 4604.476562
	Iteration 23Q: 3 clusters Score -912444.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -912462.000000 Penalty: 4604.476562
	Iteration 24Q: 3 clusters Score -912462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -912474.125000 Penalty: 4604.476562
	Iteration 25Q: 3 clusters Score -912474.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -912485.875000 Penalty: 4604.476562
	Iteration 26Q: 3 clusters Score -912485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -912499.437500 Penalty: 4604.476562
	Iteration 27Q: 3 clusters Score -912499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -912512.125000 Penalty: 4604.476562
	Iteration 28Q: 3 clusters Score -912512.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -912527.375000 Penalty: 4604.476562
	Iteration 29Q: 3 clusters Score -912527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -912531.687500 Penalty: 4604.476562
	Iteration 30Q: 3 clusters Score -912531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -912533.250000 Penalty: 4604.476562
	Iteration 31Q: 3 clusters Score -912533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -912537.750000 Penalty: 4604.476562
	Iteration 32Q: 3 clusters Score -912537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -912541.125000 Penalty: 4604.476562
	Iteration 33Q: 3 clusters Score -912541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -912542.562500 Penalty: 4604.476562
	Iteration 34Q: 3 clusters Score -912542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -912544.750000 Penalty: 4604.476562
	Iteration 35Q: 3 clusters Score -912544.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -912552.000000 Penalty: 4604.476562
	Iteration 36Q: 3 clusters Score -912552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -912560.312500 Penalty: 4604.476562
	Iteration 37Q: 3 clusters Score -912560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -912563.812500 Penalty: 4604.476562
	Iteration 38Q: 3 clusters Score -912563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -912568.500000 Penalty: 4604.476562
	Iteration 39Q: 3 clusters Score -912568.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -912573.750000 Penalty: 4604.476562
	Iteration 40F: 3 clusters Score -912573.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -912577.375000 Penalty: 4604.476562
	Iteration 41Q: 3 clusters Score -912577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -912580.500000 Penalty: 4604.476562
	Iteration 42Q: 3 clusters Score -912580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -912586.000000 Penalty: 4604.476562
	Iteration 43Q: 3 clusters Score -912586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -912590.312500 Penalty: 4604.476562
	Iteration 44Q: 3 clusters Score -912590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -912595.437500 Penalty: 4604.476562
	Iteration 45Q: 3 clusters Score -912595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -912600.875000 Penalty: 4604.476562
	Iteration 46Q: 3 clusters Score -912600.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -912607.562500 Penalty: 4604.476562
	Iteration 47Q: 3 clusters Score -912607.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -912611.125000 Penalty: 4604.476562
	Iteration 48Q: 3 clusters Score -912611.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -912618.812500 Penalty: 4604.476562
	Iteration 49Q: 3 clusters Score -912618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -912626.750000 Penalty: 4604.476562
	Iteration 50Q: 3 clusters Score -912626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -912634.937500 Penalty: 4604.476562
	Iteration 51Q: 3 clusters Score -912634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -912642.125000 Penalty: 4604.476562
	Iteration 52Q: 3 clusters Score -912642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -912645.500000 Penalty: 4604.476562
	Iteration 53Q: 3 clusters Score -912645.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -912648.062500 Penalty: 4604.476562
	Iteration 54Q: 3 clusters Score -912648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -912648.937500 Penalty: 4604.476562
	Iteration 55Q: 3 clusters Score -912648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -912649.375000 Penalty: 4604.476562
	Iteration 56Q: 3 clusters Score -912649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -912652.062500 Penalty: 4604.476562
	Iteration 57Q: 3 clusters Score -912652.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -912652.062500 Penalty: 4604.476562
	Iteration 58F: 3 clusters Score -912652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Entering Unmasked Estep 
Score: -397355.968750 Penalty: 2150.181396
	Iteration 0F: 2 clusters Score -397356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -392391.937500 Penalty: 4300.362793
	Iteration 0F: 3 clusters Score -392391.9 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -394004.218750 Penalty: 4300.362793
	Iteration 1F: 3 clusters Score -394004.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -394647.687500 Penalty: 4300.362793
	Iteration 2F: 3 clusters Score -394647.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -395161.406250 Penalty: 4300.362793
	Iteration 3F: 3 clusters Score -395161.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -395567.156250 Penalty: 4300.362793
	Iteration 4F: 3 clusters Score -395567.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -395788.125000 Penalty: 4300.362793
	Iteration 5F: 3 clusters Score -395788.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -395925.812500 Penalty: 4300.362793
	Iteration 6Q: 3 clusters Score -395925.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -396003.812500 Penalty: 4300.362793
	Iteration 7Q: 3 clusters Score -396003.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -396061.312500 Penalty: 4300.362793
	Iteration 8Q: 3 clusters Score -396061.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -396112.218750 Penalty: 4300.362793
	Iteration 9Q: 3 clusters Score -396112.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -396162.500000 Penalty: 4300.362793
	Iteration 10Q: 3 clusters Score -396162.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -396198.375000 Penalty: 4300.362793
	Iteration 11Q: 3 clusters Score -396198.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -396228.062500 Penalty: 4300.362793
	Iteration 12Q: 3 clusters Score -396228.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -396254.593750 Penalty: 4300.362793
	Iteration 13Q: 3 clusters Score -396254.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -396276.281250 Penalty: 4300.362793
	Iteration 14Q: 3 clusters Score -396276.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -396291.437500 Penalty: 4300.362793
	Iteration 15Q: 3 clusters Score -396291.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -396308.937500 Penalty: 4300.362793
	Iteration 16Q: 3 clusters Score -396308.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -396323.968750 Penalty: 4300.362793
	Iteration 17Q: 3 clusters Score -396324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -396332.281250 Penalty: 4300.362793
	Iteration 18Q: 3 clusters Score -396332.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -396338.531250 Penalty: 4300.362793
	Iteration 19Q: 3 clusters Score -396338.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -396344.906250 Penalty: 4300.362793
	Iteration 20F: 3 clusters Score -396344.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -396349.250000 Penalty: 4300.362793
	Iteration 21Q: 3 clusters Score -396349.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -396354.593750 Penalty: 4300.362793
	Iteration 22Q: 3 clusters Score -396354.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -396359.593750 Penalty: 4300.362793
	Iteration 23Q: 3 clusters Score -396359.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -396364.500000 Penalty: 4300.362793
	Iteration 24Q: 3 clusters Score -396364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -396369.843750 Penalty: 4300.362793
	Iteration 25Q: 3 clusters Score -396369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -396375.968750 Penalty: 4300.362793
	Iteration 26Q: 3 clusters Score -396376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -396382.281250 Penalty: 4300.362793
	Iteration 27Q: 3 clusters Score -396382.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -396386.968750 Penalty: 4300.362793
	Iteration 28Q: 3 clusters Score -396387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -396391.437500 Penalty: 4300.362793
	Iteration 29Q: 3 clusters Score -396391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -396393.281250 Penalty: 4300.362793
	Iteration 30Q: 3 clusters Score -396393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -396394.218750 Penalty: 4300.362793
	Iteration 31Q: 3 clusters Score -396394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -396395.312500 Penalty: 4300.362793
	Iteration 32Q: 3 clusters Score -396395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -396398.375000 Penalty: 4300.362793
	Iteration 33Q: 3 clusters Score -396398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -396402.031250 Penalty: 4300.362793
	Iteration 34Q: 3 clusters Score -396402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -396402.531250 Penalty: 4300.362793
	Iteration 35Q: 3 clusters Score -396402.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -396403.843750 Penalty: 4300.362793
	Iteration 36Q: 3 clusters Score -396403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -396405.687500 Penalty: 4300.362793
	Iteration 37Q: 3 clusters Score -396405.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -396406.125000 Penalty: 4300.362793
	Iteration 38Q: 3 clusters Score -396406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -396406.593750 Penalty: 4300.362793
	Iteration 39Q: 3 clusters Score -396406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -396407.656250 Penalty: 4300.362793
	Iteration 40F: 3 clusters Score -396407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -629567.875000 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -629567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -623361.625000 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -623361.6 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -624992.875000 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -624992.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -625347.875000 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -625347.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -625621.812500 Penalty: 4430.246582
	Iteration 3F: 3 clusters Score -625621.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -625885.937500 Penalty: 4430.246582
	Iteration 4F: 3 clusters Score -625885.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -626113.062500 Penalty: 4430.246582
	Iteration 5Q: 3 clusters Score -626113.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -626310.562500 Penalty: 4430.246582
	Iteration 6Q: 3 clusters Score -626310.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -626517.125000 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -626517.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -626714.937500 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -626714.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -626867.250000 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -626867.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -626986.125000 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -626986.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -627063.187500 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -627063.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -627124.937500 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -627124.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -627170.062500 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -627170.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -627207.125000 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -627207.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -627239.437500 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -627239.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -627266.625000 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -627266.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -627290.562500 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -627290.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -627315.625000 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -627315.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -627332.562500 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -627332.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -627345.562500 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -627345.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -627364.437500 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -627364.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -627382.375000 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -627382.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -627402.625000 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -627402.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -627420.937500 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -627420.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -627436.062500 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -627436.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -627457.312500 Penalty: 4430.246582
	Iteration 26Q: 3 clusters Score -627457.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -627488.437500 Penalty: 4430.246582
	Iteration 27Q: 3 clusters Score -627488.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -627516.375000 Penalty: 4430.246582
	Iteration 28Q: 3 clusters Score -627516.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -627539.062500 Penalty: 4430.246582
	Iteration 29Q: 3 clusters Score -627539.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -627567.000000 Penalty: 4430.246582
	Iteration 30Q: 3 clusters Score -627567 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -627601.312500 Penalty: 4430.246582
	Iteration 31Q: 3 clusters Score -627601.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -627640.937500 Penalty: 4430.246582
	Iteration 32Q: 3 clusters Score -627640.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -627692.875000 Penalty: 4430.246582
	Iteration 33Q: 3 clusters Score -627692.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -627751.562500 Penalty: 4430.246582
	Iteration 34Q: 3 clusters Score -627751.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -627810.562500 Penalty: 4430.246582
	Iteration 35Q: 3 clusters Score -627810.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -627890.375000 Penalty: 4430.246582
	Iteration 36Q: 3 clusters Score -627890.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -627974.125000 Penalty: 4430.246582
	Iteration 37Q: 3 clusters Score -627974.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -628046.625000 Penalty: 4430.246582
	Iteration 38Q: 3 clusters Score -628046.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -628117.750000 Penalty: 4430.246582
	Iteration 39Q: 3 clusters Score -628117.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -628192.187500 Penalty: 4430.246582
	Iteration 40F: 3 clusters Score -628192.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -628275.125000 Penalty: 4430.246582
	Iteration 41Q: 3 clusters Score -628275.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -628357.812500 Penalty: 4430.246582
	Iteration 42Q: 3 clusters Score -628357.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -628426.250000 Penalty: 4430.246582
	Iteration 43Q: 3 clusters Score -628426.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -628483.687500 Penalty: 4430.246582
	Iteration 44Q: 3 clusters Score -628483.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -628521.250000 Penalty: 4430.246582
	Iteration 45Q: 3 clusters Score -628521.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -628550.375000 Penalty: 4430.246582
	Iteration 46Q: 3 clusters Score -628550.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -628566.562500 Penalty: 4430.246582
	Iteration 47Q: 3 clusters Score -628566.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -628578.000000 Penalty: 4430.246582
	Iteration 48Q: 3 clusters Score -628578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -628586.187500 Penalty: 4430.246582
	Iteration 49Q: 3 clusters Score -628586.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -628590.937500 Penalty: 4430.246582
	Iteration 50Q: 3 clusters Score -628590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -628595.500000 Penalty: 4430.246582
	Iteration 51Q: 3 clusters Score -628595.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -628597.812500 Penalty: 4430.246582
	Iteration 52Q: 3 clusters Score -628597.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -628599.375000 Penalty: 4430.246582
	Iteration 53Q: 3 clusters Score -628599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -628600.000000 Penalty: 4430.246582
	Iteration 54Q: 3 clusters Score -628600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -628600.437500 Penalty: 4430.246582
	Iteration 55Q: 3 clusters Score -628600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -628601.562500 Penalty: 4430.246582
	Iteration 56Q: 3 clusters Score -628601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -628601.250000 Penalty: 4430.246582
	Iteration 57Q: 3 clusters Score -628601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -628602.125000 Penalty: 4430.246582
	Iteration 58Q: 3 clusters Score -628602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -628602.187500 Penalty: 4430.246582
	Iteration 59Q: 3 clusters Score -628602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -628604.062500 Penalty: 4430.246582
	Iteration 60F: 3 clusters Score -628604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -628604.875000 Penalty: 4430.246582
	Iteration 61Q: 3 clusters Score -628604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -628605.062500 Penalty: 4430.246582
	Iteration 62Q: 3 clusters Score -628605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -628605.687500 Penalty: 4430.246582
	Iteration 63Q: 3 clusters Score -628605.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -628606.375000 Penalty: 4430.246582
	Iteration 64Q: 3 clusters Score -628606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -628606.750000 Penalty: 4430.246582
	Iteration 65Q: 3 clusters Score -628606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -628606.750000 Penalty: 4430.246582
	Iteration 66F: 3 clusters Score -628606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Entering Unmasked Estep 
Score: -1494219.250000 Penalty: 2414.165039
	Iteration 0F: 2 clusters Score -1494219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1482170.875000 Penalty: 4828.330078
	Iteration 0F: 3 clusters Score -1482171 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1485987.750000 Penalty: 4828.330078
	Iteration 1F: 3 clusters Score -1485988 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1486340.250000 Penalty: 4828.330078
	Iteration 2F: 3 clusters Score -1486340 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1486617.125000 Penalty: 4828.330078
	Iteration 3Q: 3 clusters Score -1486617 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1486864.500000 Penalty: 4828.330078
	Iteration 4Q: 3 clusters Score -1486864 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1487129.250000 Penalty: 4828.330078
	Iteration 5Q: 3 clusters Score -1487129 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1487464.250000 Penalty: 4828.330078
	Iteration 6Q: 3 clusters Score -1487464 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1487871.750000 Penalty: 4828.330078
	Iteration 7Q: 3 clusters Score -1487872 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1488323.875000 Penalty: 4828.330078
	Iteration 8Q: 3 clusters Score -1488324 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1488819.250000 Penalty: 4828.330078
	Iteration 9Q: 3 clusters Score -1488819 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1489348.625000 Penalty: 4828.330078
	Iteration 10Q: 3 clusters Score -1489349 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1489855.500000 Penalty: 4828.330078
	Iteration 11Q: 3 clusters Score -1489856 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1490313.000000 Penalty: 4828.330078
	Iteration 12Q: 3 clusters Score -1490313 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1490713.875000 Penalty: 4828.330078
	Iteration 13Q: 3 clusters Score -1490714 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1491021.250000 Penalty: 4828.330078
	Iteration 14Q: 3 clusters Score -1491021 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1491239.250000 Penalty: 4828.330078
	Iteration 15Q: 3 clusters Score -1491239 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1491402.500000 Penalty: 4828.330078
	Iteration 16Q: 3 clusters Score -1491402 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1491546.250000 Penalty: 4828.330078
	Iteration 17Q: 3 clusters Score -1491546 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1491663.750000 Penalty: 4828.330078
	Iteration 18Q: 3 clusters Score -1491664 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1491763.625000 Penalty: 4828.330078
	Iteration 19Q: 3 clusters Score -1491764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1491828.500000 Penalty: 4828.330078
	Iteration 20F: 3 clusters Score -1491828 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1491882.250000 Penalty: 4828.330078
	Iteration 21Q: 3 clusters Score -1491882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1491924.375000 Penalty: 4828.330078
	Iteration 22Q: 3 clusters Score -1491924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1491958.250000 Penalty: 4828.330078
	Iteration 23Q: 3 clusters Score -1491958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1491985.250000 Penalty: 4828.330078
	Iteration 24Q: 3 clusters Score -1491985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1492009.125000 Penalty: 4828.330078
	Iteration 25Q: 3 clusters Score -1492009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1492031.125000 Penalty: 4828.330078
	Iteration 26Q: 3 clusters Score -1492031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1492062.125000 Penalty: 4828.330078
	Iteration 27Q: 3 clusters Score -1492062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1492077.375000 Penalty: 4828.330078
	Iteration 28Q: 3 clusters Score -1492077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1492099.125000 Penalty: 4828.330078
	Iteration 29Q: 3 clusters Score -1492099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1492119.750000 Penalty: 4828.330078
	Iteration 30Q: 3 clusters Score -1492120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1492125.125000 Penalty: 4828.330078
	Iteration 31Q: 3 clusters Score -1492125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1492129.875000 Penalty: 4828.330078
	Iteration 32Q: 3 clusters Score -1492130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1492135.875000 Penalty: 4828.330078
	Iteration 33Q: 3 clusters Score -1492136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1492137.375000 Penalty: 4828.330078
	Iteration 34Q: 3 clusters Score -1492137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1492140.875000 Penalty: 4828.330078
	Iteration 35Q: 3 clusters Score -1492141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1492149.000000 Penalty: 4828.330078
	Iteration 36Q: 3 clusters Score -1492149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1492151.250000 Penalty: 4828.330078
	Iteration 37Q: 3 clusters Score -1492151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1492153.375000 Penalty: 4828.330078
	Iteration 38Q: 3 clusters Score -1492153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1492154.500000 Penalty: 4828.330078
	Iteration 39Q: 3 clusters Score -1492154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1492155.125000 Penalty: 4828.330078
	Iteration 40F: 3 clusters Score -1492155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1492156.625000 Penalty: 4828.330078
	Iteration 41Q: 3 clusters Score -1492157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1492160.750000 Penalty: 4828.330078
	Iteration 42Q: 3 clusters Score -1492161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1492162.500000 Penalty: 4828.330078
	Iteration 43Q: 3 clusters Score -1492162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1492164.250000 Penalty: 4828.330078
	Iteration 44Q: 3 clusters Score -1492164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1492163.875000 Penalty: 4828.330078
	Iteration 45Q: 3 clusters Score -1492164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1492162.500000 Penalty: 4828.330078
	Iteration 46Q: 3 clusters Score -1492162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1492164.000000 Penalty: 4828.330078
	Iteration 47Q: 3 clusters Score -1492164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1492164.000000 Penalty: 4828.330078
	Iteration 48F: 3 clusters Score -1492164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Entering Unmasked Estep 
Score: -2297442.500000 Penalty: 2520.577393
	Iteration 0F: 2 clusters Score -2297442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2279515.000000 Penalty: 5041.154785
	Iteration 0F: 3 clusters Score -2279515 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2285592.250000 Penalty: 5041.154785
	Iteration 1F: 3 clusters Score -2285592 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2285971.750000 Penalty: 5041.154785
	Iteration 2Q: 3 clusters Score -2285972 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2286355.250000 Penalty: 5041.154785
	Iteration 3Q: 3 clusters Score -2286355 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2286752.250000 Penalty: 5041.154785
	Iteration 4Q: 3 clusters Score -2286752 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2287198.750000 Penalty: 5041.154785
	Iteration 5Q: 3 clusters Score -2287199 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2287792.750000 Penalty: 5041.154785
	Iteration 6Q: 3 clusters Score -2287793 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2288681.500000 Penalty: 5041.154785
	Iteration 7F: 3 clusters Score -2288682 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2289883.750000 Penalty: 5041.154785
	Iteration 8F: 3 clusters Score -2289884 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2291384.750000 Penalty: 5041.154785
	Iteration 9F: 3 clusters Score -2291385 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2292849.250000 Penalty: 5041.154785
	Iteration 10F: 3 clusters Score -2292849 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -2293924.250000 Penalty: 5041.154785
	Iteration 11Q: 3 clusters Score -2293924 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -2294489.750000 Penalty: 5041.154785
	Iteration 12Q: 3 clusters Score -2294490 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -2294777.750000 Penalty: 5041.154785
	Iteration 13Q: 3 clusters Score -2294778 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2294940.000000 Penalty: 5041.154785
	Iteration 14Q: 3 clusters Score -2294940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -2295029.500000 Penalty: 5041.154785
	Iteration 15Q: 3 clusters Score -2295030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -2295088.250000 Penalty: 5041.154785
	Iteration 16Q: 3 clusters Score -2295088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2295132.000000 Penalty: 5041.154785
	Iteration 17Q: 3 clusters Score -2295132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -2295164.500000 Penalty: 5041.154785
	Iteration 18Q: 3 clusters Score -2295164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2295181.250000 Penalty: 5041.154785
	Iteration 19Q: 3 clusters Score -2295181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2295197.000000 Penalty: 5041.154785
	Iteration 20F: 3 clusters Score -2295197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2295201.250000 Penalty: 5041.154785
	Iteration 21Q: 3 clusters Score -2295201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -2295207.500000 Penalty: 5041.154785
	Iteration 22Q: 3 clusters Score -2295208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -2295215.000000 Penalty: 5041.154785
	Iteration 23Q: 3 clusters Score -2295215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2295219.250000 Penalty: 5041.154785
	Iteration 24Q: 3 clusters Score -2295219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2295222.250000 Penalty: 5041.154785
	Iteration 25Q: 3 clusters Score -2295222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -2295221.250000 Penalty: 5041.154785
	Iteration 26Q: 3 clusters Score -2295221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -2295222.000000 Penalty: 5041.154785
	Iteration 27Q: 3 clusters Score -2295222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -2295222.000000 Penalty: 5041.154785
	Iteration 28F: 3 clusters Score -2295222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -498905.625000 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -498905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -493983.500000 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -493983.5 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -495162.937500 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -495162.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -495456.031250 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -495456 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -495773.718750 Penalty: 4280.562012
	Iteration 3F: 3 clusters Score -495773.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -496069.437500 Penalty: 4280.562012
	Iteration 4F: 3 clusters Score -496069.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -496375.218750 Penalty: 4280.562012
	Iteration 5F: 3 clusters Score -496375.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -496647.062500 Penalty: 4280.562012
	Iteration 6F: 3 clusters Score -496647.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -496873.218750 Penalty: 4280.562012
	Iteration 7F: 3 clusters Score -496873.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -497043.687500 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -497043.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -497181.656250 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -497181.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -497260.000000 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -497260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -497315.468750 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -497315.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -497350.187500 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -497350.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -497383.375000 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -497383.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -497405.937500 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -497405.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -497422.656250 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -497422.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -497440.562500 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -497440.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -497453.031250 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -497453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -497463.093750 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -497463.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -497474.843750 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -497474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -497480.593750 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -497480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -497484.468750 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -497484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -497489.156250 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -497489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -497493.875000 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -497493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -497494.000000 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -497494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -497494.000000 Penalty: 4280.562012
	Iteration 25F: 3 clusters Score -497494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Entering Unmasked Estep 
Score: -2494129.250000 Penalty: 2547.878906
	Iteration 0F: 2 clusters Score -2494129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2474254.500000 Penalty: 5095.757812
	Iteration 0F: 3 clusters Score -2474254 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2481337.000000 Penalty: 5095.757812
	Iteration 1F: 3 clusters Score -2481337 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2481861.500000 Penalty: 5095.757812
	Iteration 2Q: 3 clusters Score -2481862 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2482376.750000 Penalty: 5095.757812
	Iteration 3Q: 3 clusters Score -2482377 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2482942.500000 Penalty: 5095.757812
	Iteration 4Q: 3 clusters Score -2482942 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2483609.500000 Penalty: 5095.757812
	Iteration 5Q: 3 clusters Score -2483610 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2484453.500000 Penalty: 5095.757812
	Iteration 6Q: 3 clusters Score -2484454 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2485542.000000 Penalty: 5095.757812
	Iteration 7F: 3 clusters Score -2485542 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2486781.500000 Penalty: 5095.757812
	Iteration 8F: 3 clusters Score -2486782 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2487920.500000 Penalty: 5095.757812
	Iteration 9F: 3 clusters Score -2487920 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2488774.000000 Penalty: 5095.757812
	Iteration 10F: 3 clusters Score -2488774 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2489346.000000 Penalty: 5095.757812
	Iteration 11Q: 3 clusters Score -2489346 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2489750.500000 Penalty: 5095.757812
	Iteration 12Q: 3 clusters Score -2489750 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2490013.250000 Penalty: 5095.757812
	Iteration 13Q: 3 clusters Score -2490013 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2490204.250000 Penalty: 5095.757812
	Iteration 14Q: 3 clusters Score -2490204 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2490367.250000 Penalty: 5095.757812
	Iteration 15Q: 3 clusters Score -2490367 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2490508.750000 Penalty: 5095.757812
	Iteration 16Q: 3 clusters Score -2490509 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2490622.250000 Penalty: 5095.757812
	Iteration 17Q: 3 clusters Score -2490622 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2490713.500000 Penalty: 5095.757812
	Iteration 18Q: 3 clusters Score -2490714 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2490809.750000 Penalty: 5095.757812
	Iteration 19Q: 3 clusters Score -2490810 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2490913.000000 Penalty: 5095.757812
	Iteration 20F: 3 clusters Score -2490913 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2491005.500000 Penalty: 5095.757812
	Iteration 21Q: 3 clusters Score -2491006 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2491088.750000 Penalty: 5095.757812
	Iteration 22Q: 3 clusters Score -2491089 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2491182.250000 Penalty: 5095.757812
	Iteration 23Q: 3 clusters Score -2491182 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2491266.750000 Penalty: 5095.757812
	Iteration 24Q: 3 clusters Score -2491267 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2491362.000000 Penalty: 5095.757812
	Iteration 25Q: 3 clusters Score -2491362 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2491420.750000 Penalty: 5095.757812
	Iteration 26Q: 3 clusters Score -2491421 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2491499.250000 Penalty: 5095.757812
	Iteration 27Q: 3 clusters Score -2491499 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2491561.000000 Penalty: 5095.757812
	Iteration 28Q: 3 clusters Score -2491561 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2491617.500000 Penalty: 5095.757812
	Iteration 29Q: 3 clusters Score -2491618 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2491683.000000 Penalty: 5095.757812
	Iteration 30Q: 3 clusters Score -2491683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2491729.750000 Penalty: 5095.757812
	Iteration 31Q: 3 clusters Score -2491730 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2491772.750000 Penalty: 5095.757812
	Iteration 32Q: 3 clusters Score -2491773 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2491824.500000 Penalty: 5095.757812
	Iteration 33Q: 3 clusters Score -2491824 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2491858.500000 Penalty: 5095.757812
	Iteration 34Q: 3 clusters Score -2491858 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2491905.000000 Penalty: 5095.757812
	Iteration 35Q: 3 clusters Score -2491905 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2491939.250000 Penalty: 5095.757812
	Iteration 36Q: 3 clusters Score -2491939 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2491983.750000 Penalty: 5095.757812
	Iteration 37Q: 3 clusters Score -2491984 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2492023.000000 Penalty: 5095.757812
	Iteration 38Q: 3 clusters Score -2492023 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2492067.000000 Penalty: 5095.757812
	Iteration 39Q: 3 clusters Score -2492067 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2492097.250000 Penalty: 5095.757812
	Iteration 40F: 3 clusters Score -2492097 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2492121.250000 Penalty: 5095.757812
	Iteration 41Q: 3 clusters Score -2492121 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2492150.500000 Penalty: 5095.757812
	Iteration 42Q: 3 clusters Score -2492150 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2492180.750000 Penalty: 5095.757812
	Iteration 43Q: 3 clusters Score -2492181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2492188.000000 Penalty: 5095.757812
	Iteration 44Q: 3 clusters Score -2492188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2492200.750000 Penalty: 5095.757812
	Iteration 45Q: 3 clusters Score -2492201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2492204.750000 Penalty: 5095.757812
	Iteration 46Q: 3 clusters Score -2492205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2492206.750000 Penalty: 5095.757812
	Iteration 47Q: 3 clusters Score -2492207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2492217.750000 Penalty: 5095.757812
	Iteration 48Q: 3 clusters Score -2492218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2492226.000000 Penalty: 5095.757812
	Iteration 49Q: 3 clusters Score -2492226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2492229.500000 Penalty: 5095.757812
	Iteration 50Q: 3 clusters Score -2492230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2492230.500000 Penalty: 5095.757812
	Iteration 51Q: 3 clusters Score -2492230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2492234.750000 Penalty: 5095.757812
	Iteration 52Q: 3 clusters Score -2492235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2492237.250000 Penalty: 5095.757812
	Iteration 53Q: 3 clusters Score -2492237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2492237.250000 Penalty: 5095.757812
	Iteration 54Q: 3 clusters Score -2492237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2492238.000000 Penalty: 5095.757812
	Iteration 55Q: 3 clusters Score -2492238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2492239.250000 Penalty: 5095.757812
	Iteration 56Q: 3 clusters Score -2492239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2492242.750000 Penalty: 5095.757812
	Iteration 57Q: 3 clusters Score -2492243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2492244.250000 Penalty: 5095.757812
	Iteration 58Q: 3 clusters Score -2492244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2492240.750000 Penalty: 5095.757812
	Iteration 59Q: 3 clusters Score -2492241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2492241.250000 Penalty: 5095.757812
	Iteration 60F: 3 clusters Score -2492241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2492239.500000 Penalty: 5095.757812
	Iteration 61Q: 3 clusters Score -2492240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2492241.750000 Penalty: 5095.757812
	Iteration 62Q: 3 clusters Score -2492242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2492241.750000 Penalty: 5095.757812
	Iteration 63F: 3 clusters Score -2492242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Entering Unmasked Estep 
Score: -594800.625000 Penalty: 2202.109131
	Iteration 0F: 2 clusters Score -594800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -588904.687500 Penalty: 4404.218262
	Iteration 0F: 3 clusters Score -588904.7 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -590437.750000 Penalty: 4404.218262
	Iteration 1F: 3 clusters Score -590437.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -590686.687500 Penalty: 4404.218262
	Iteration 2F: 3 clusters Score -590686.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -590858.875000 Penalty: 4404.218262
	Iteration 3F: 3 clusters Score -590858.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -590996.000000 Penalty: 4404.218262
	Iteration 4Q: 3 clusters Score -590996 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -591113.937500 Penalty: 4404.218262
	Iteration 5Q: 3 clusters Score -591113.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -591205.062500 Penalty: 4404.218262
	Iteration 6Q: 3 clusters Score -591205.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -591269.812500 Penalty: 4404.218262
	Iteration 7Q: 3 clusters Score -591269.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -591334.125000 Penalty: 4404.218262
	Iteration 8Q: 3 clusters Score -591334.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -591386.750000 Penalty: 4404.218262
	Iteration 9Q: 3 clusters Score -591386.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -591433.687500 Penalty: 4404.218262
	Iteration 10Q: 3 clusters Score -591433.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -591477.437500 Penalty: 4404.218262
	Iteration 11Q: 3 clusters Score -591477.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -591531.937500 Penalty: 4404.218262
	Iteration 12Q: 3 clusters Score -591531.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -591587.937500 Penalty: 4404.218262
	Iteration 13Q: 3 clusters Score -591587.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -591651.375000 Penalty: 4404.218262
	Iteration 14Q: 3 clusters Score -591651.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -591715.562500 Penalty: 4404.218262
	Iteration 15Q: 3 clusters Score -591715.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -591771.937500 Penalty: 4404.218262
	Iteration 16Q: 3 clusters Score -591771.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -591824.500000 Penalty: 4404.218262
	Iteration 17Q: 3 clusters Score -591824.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -591878.687500 Penalty: 4404.218262
	Iteration 18Q: 3 clusters Score -591878.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -591943.687500 Penalty: 4404.218262
	Iteration 19Q: 3 clusters Score -591943.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -592004.187500 Penalty: 4404.218262
	Iteration 20F: 3 clusters Score -592004.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -592060.437500 Penalty: 4404.218262
	Iteration 21Q: 3 clusters Score -592060.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -592111.500000 Penalty: 4404.218262
	Iteration 22Q: 3 clusters Score -592111.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -592165.000000 Penalty: 4404.218262
	Iteration 23Q: 3 clusters Score -592165 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -592224.312500 Penalty: 4404.218262
	Iteration 24Q: 3 clusters Score -592224.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -592278.562500 Penalty: 4404.218262
	Iteration 25Q: 3 clusters Score -592278.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -592330.187500 Penalty: 4404.218262
	Iteration 26Q: 3 clusters Score -592330.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -592371.125000 Penalty: 4404.218262
	Iteration 27Q: 3 clusters Score -592371.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -592418.375000 Penalty: 4404.218262
	Iteration 28Q: 3 clusters Score -592418.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -592472.750000 Penalty: 4404.218262
	Iteration 29Q: 3 clusters Score -592472.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -592515.312500 Penalty: 4404.218262
	Iteration 30Q: 3 clusters Score -592515.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -592563.625000 Penalty: 4404.218262
	Iteration 31Q: 3 clusters Score -592563.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -592605.187500 Penalty: 4404.218262
	Iteration 32Q: 3 clusters Score -592605.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -592646.125000 Penalty: 4404.218262
	Iteration 33Q: 3 clusters Score -592646.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -592679.375000 Penalty: 4404.218262
	Iteration 34Q: 3 clusters Score -592679.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -592716.187500 Penalty: 4404.218262
	Iteration 35Q: 3 clusters Score -592716.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -592752.625000 Penalty: 4404.218262
	Iteration 36Q: 3 clusters Score -592752.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -592804.437500 Penalty: 4404.218262
	Iteration 37Q: 3 clusters Score -592804.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -592858.125000 Penalty: 4404.218262
	Iteration 38Q: 3 clusters Score -592858.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -592911.937500 Penalty: 4404.218262
	Iteration 39Q: 3 clusters Score -592911.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -592976.312500 Penalty: 4404.218262
	Iteration 40F: 3 clusters Score -592976.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -593031.187500 Penalty: 4404.218262
	Iteration 41Q: 3 clusters Score -593031.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -593063.875000 Penalty: 4404.218262
	Iteration 42Q: 3 clusters Score -593063.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -593091.500000 Penalty: 4404.218262
	Iteration 43Q: 3 clusters Score -593091.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -593116.687500 Penalty: 4404.218262
	Iteration 44Q: 3 clusters Score -593116.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -593132.687500 Penalty: 4404.218262
	Iteration 45Q: 3 clusters Score -593132.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -593146.687500 Penalty: 4404.218262
	Iteration 46Q: 3 clusters Score -593146.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -593158.437500 Penalty: 4404.218262
	Iteration 47Q: 3 clusters Score -593158.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -593171.125000 Penalty: 4404.218262
	Iteration 48Q: 3 clusters Score -593171.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -593182.062500 Penalty: 4404.218262
	Iteration 49Q: 3 clusters Score -593182.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -593189.625000 Penalty: 4404.218262
	Iteration 50Q: 3 clusters Score -593189.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -593199.250000 Penalty: 4404.218262
	Iteration 51Q: 3 clusters Score -593199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -593203.125000 Penalty: 4404.218262
	Iteration 52Q: 3 clusters Score -593203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -593208.562500 Penalty: 4404.218262
	Iteration 53Q: 3 clusters Score -593208.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -593211.687500 Penalty: 4404.218262
	Iteration 54Q: 3 clusters Score -593211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -593215.000000 Penalty: 4404.218262
	Iteration 55Q: 3 clusters Score -593215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -593216.875000 Penalty: 4404.218262
	Iteration 56Q: 3 clusters Score -593216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -593219.125000 Penalty: 4404.218262
	Iteration 57Q: 3 clusters Score -593219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -593219.687500 Penalty: 4404.218262
	Iteration 58Q: 3 clusters Score -593219.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -593220.312500 Penalty: 4404.218262
	Iteration 59Q: 3 clusters Score -593220.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -593221.312500 Penalty: 4404.218262
	Iteration 60F: 3 clusters Score -593221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -593221.562500 Penalty: 4404.218262
	Iteration 61Q: 3 clusters Score -593221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -593221.562500 Penalty: 4404.218262
	Iteration 62F: 3 clusters Score -593221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329102 members 
Entering Unmasked Estep 
Score: -29056880.000000 Penalty: 3150.622314
	Iteration 0F: 2 clusters Score -2.905688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -28835542.000000 Penalty: 6301.244629
	Iteration 0F: 3 clusters Score -2.883554e+07 nChanged 159789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -28930158.000000 Penalty: 6301.244629
	Iteration 1F: 3 clusters Score -2.893016e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162343 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -28931504.000000 Penalty: 6301.244629
	Iteration 2Q: 3 clusters Score -2.89315e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 168506 members 
Entering Unmasked Estep 
Score: -28933116.000000 Penalty: 6301.244629
	Iteration 3Q: 3 clusters Score -2.893312e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 171302 members 
Entering Unmasked Estep 
Score: -28935194.000000 Penalty: 6301.244629
	Iteration 4Q: 3 clusters Score -2.893519e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153415 members 
Mstep: Class 2 contains 175687 members 
Entering Unmasked Estep 
Score: -28938392.000000 Penalty: 6301.244629
	Iteration 5Q: 3 clusters Score -2.893839e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 182463 members 
Entering Unmasked Estep 
Score: -28943410.000000 Penalty: 6301.244629
	Iteration 6Q: 3 clusters Score -2.894341e+07 nChanged 16339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136866 members 
Mstep: Class 2 contains 192236 members 
Entering Unmasked Estep 
Score: -28950416.000000 Penalty: 6301.244629
	Iteration 7Q: 3 clusters Score -2.895042e+07 nChanged 19025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123805 members 
Mstep: Class 2 contains 205297 members 
Entering Unmasked Estep 
Score: -28960448.000000 Penalty: 6301.244629
	Iteration 8F: 3 clusters Score -2.896045e+07 nChanged 20682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 221161 members 
Entering Unmasked Estep 
Score: -28973028.000000 Penalty: 6301.244629
	Iteration 9F: 3 clusters Score -2.897303e+07 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 238291 members 
Entering Unmasked Estep 
Score: -28987298.000000 Penalty: 6301.244629
	Iteration 10F: 3 clusters Score -2.89873e+07 nChanged 18441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 254716 members 
Entering Unmasked Estep 
Score: -29001566.000000 Penalty: 6301.244629
	Iteration 11F: 3 clusters Score -2.900157e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 268813 members 
Entering Unmasked Estep 
Score: -29013938.000000 Penalty: 6301.244629
	Iteration 12Q: 3 clusters Score -2.901394e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 280092 members 
Entering Unmasked Estep 
Score: -29023094.000000 Penalty: 6301.244629
	Iteration 13Q: 3 clusters Score -2.902309e+07 nChanged 9364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 289186 members 
Entering Unmasked Estep 
Score: -29029614.000000 Penalty: 6301.244629
	Iteration 14Q: 3 clusters Score -2.902961e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 296892 members 
Entering Unmasked Estep 
Score: -29034704.000000 Penalty: 6301.244629
	Iteration 15Q: 3 clusters Score -2.90347e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 303463 members 
Entering Unmasked Estep 
Score: -29039168.000000 Penalty: 6301.244629
	Iteration 16Q: 3 clusters Score -2.903917e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 308924 members 
Entering Unmasked Estep 
Score: -29042990.000000 Penalty: 6301.244629
	Iteration 17Q: 3 clusters Score -2.904299e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 313337 members 
Entering Unmasked Estep 
Score: -29045676.000000 Penalty: 6301.244629
	Iteration 18Q: 3 clusters Score -2.904568e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 316720 members 
Entering Unmasked Estep 
Score: -29048060.000000 Penalty: 6301.244629
	Iteration 19Q: 3 clusters Score -2.904806e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 319304 members 
Entering Unmasked Estep 
Score: -29049674.000000 Penalty: 6301.244629
	Iteration 20F: 3 clusters Score -2.904967e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 321249 members 
Entering Unmasked Estep 
Score: -29050954.000000 Penalty: 6301.244629
	Iteration 21Q: 3 clusters Score -2.905095e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 322680 members 
Entering Unmasked Estep 
Score: -29051836.000000 Penalty: 6301.244629
	Iteration 22Q: 3 clusters Score -2.905184e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 323693 members 
Entering Unmasked Estep 
Score: -29052456.000000 Penalty: 6301.244629
	Iteration 23Q: 3 clusters Score -2.905246e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 324450 members 
Entering Unmasked Estep 
Score: -29052938.000000 Penalty: 6301.244629
	Iteration 24Q: 3 clusters Score -2.905294e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 324999 members 
Entering Unmasked Estep 
Score: -29053304.000000 Penalty: 6301.244629
	Iteration 25Q: 3 clusters Score -2.90533e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 325363 members 
Entering Unmasked Estep 
Score: -29053542.000000 Penalty: 6301.244629
	Iteration 26Q: 3 clusters Score -2.905354e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 325659 members 
Entering Unmasked Estep 
Score: -29053754.000000 Penalty: 6301.244629
	Iteration 27Q: 3 clusters Score -2.905375e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 325896 members 
Entering Unmasked Estep 
Score: -29053968.000000 Penalty: 6301.244629
	Iteration 28Q: 3 clusters Score -2.905397e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 326094 members 
Entering Unmasked Estep 
Score: -29054126.000000 Penalty: 6301.244629
	Iteration 29Q: 3 clusters Score -2.905413e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 326243 members 
Entering Unmasked Estep 
Score: -29054176.000000 Penalty: 6301.244629
	Iteration 30Q: 3 clusters Score -2.905418e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 326363 members 
Entering Unmasked Estep 
Score: -29054214.000000 Penalty: 6301.244629
	Iteration 31Q: 3 clusters Score -2.905421e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 326473 members 
Entering Unmasked Estep 
Score: -29054296.000000 Penalty: 6301.244629
	Iteration 32Q: 3 clusters Score -2.90543e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 326567 members 
Entering Unmasked Estep 
Score: -29054320.000000 Penalty: 6301.244629
	Iteration 33Q: 3 clusters Score -2.905432e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 326659 members 
Entering Unmasked Estep 
Score: -29054372.000000 Penalty: 6301.244629
	Iteration 34Q: 3 clusters Score -2.905437e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 326735 members 
Entering Unmasked Estep 
Score: -29054386.000000 Penalty: 6301.244629
	Iteration 35Q: 3 clusters Score -2.905439e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 326783 members 
Entering Unmasked Estep 
Score: -29054404.000000 Penalty: 6301.244629
	Iteration 36Q: 3 clusters Score -2.90544e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 326829 members 
Entering Unmasked Estep 
Score: -29054384.000000 Penalty: 6301.244629
	Iteration 37Q: 3 clusters Score -2.905438e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 326863 members 
Entering Unmasked Estep 
Score: -29054450.000000 Penalty: 6301.244629
	Iteration 38Q: 3 clusters Score -2.905445e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 326885 members 
Entering Unmasked Estep 
Score: -29054438.000000 Penalty: 6301.244629
	Iteration 39Q: 3 clusters Score -2.905444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 326904 members 
Entering Unmasked Estep 
Score: -29054476.000000 Penalty: 6301.244629
	Iteration 40F: 3 clusters Score -2.905448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 326919 members 
Entering Unmasked Estep 
Score: -29054482.000000 Penalty: 6301.244629
	Iteration 41Q: 3 clusters Score -2.905448e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 326931 members 
Entering Unmasked Estep 
Score: -29054496.000000 Penalty: 6301.244629
	Iteration 42Q: 3 clusters Score -2.90545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 326939 members 
Entering Unmasked Estep 
Score: -29054498.000000 Penalty: 6301.244629
	Iteration 43Q: 3 clusters Score -2.90545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 326947 members 
Entering Unmasked Estep 
Score: -29054516.000000 Penalty: 6301.244629
	Iteration 44Q: 3 clusters Score -2.905452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 326951 members 
Entering Unmasked Estep 
Score: -29054538.000000 Penalty: 6301.244629
	Iteration 45Q: 3 clusters Score -2.905454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 326952 members 
Entering Unmasked Estep 
Score: -29054542.000000 Penalty: 6301.244629
	Iteration 46Q: 3 clusters Score -2.905454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 326956 members 
Entering Unmasked Estep 
Score: -29054560.000000 Penalty: 6301.244629
	Iteration 47Q: 3 clusters Score -2.905456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 326961 members 
Entering Unmasked Estep 
Score: -29054560.000000 Penalty: 6301.244629
	Iteration 48Q: 3 clusters Score -2.905456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 326968 members 
Entering Unmasked Estep 
Score: -29054522.000000 Penalty: 6301.244629
	Iteration 49Q: 3 clusters Score -2.905452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 326971 members 
Entering Unmasked Estep 
Score: -29054534.000000 Penalty: 6301.244629
	Iteration 50Q: 3 clusters Score -2.905453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 326971 members 
Entering Unmasked Estep 
Score: -29054544.000000 Penalty: 6301.244629
	Iteration 51Q: 3 clusters Score -2.905454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 326970 members 
Entering Unmasked Estep 
Score: -29054536.000000 Penalty: 6301.244629
	Iteration 52Q: 3 clusters Score -2.905454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 326975 members 
Entering Unmasked Estep 
Score: -29054560.000000 Penalty: 6301.244629
	Iteration 53Q: 3 clusters Score -2.905456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 326978 members 
Entering Unmasked Estep 
Score: -29054556.000000 Penalty: 6301.244629
	Iteration 54Q: 3 clusters Score -2.905456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 326983 members 
Entering Unmasked Estep 
Score: -29054572.000000 Penalty: 6301.244629
	Iteration 55Q: 3 clusters Score -2.905457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 326986 members 
Entering Unmasked Estep 
Score: -29054566.000000 Penalty: 6301.244629
	Iteration 56Q: 3 clusters Score -2.905457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 326989 members 
Entering Unmasked Estep 
Score: -29054584.000000 Penalty: 6301.244629
	Iteration 57Q: 3 clusters Score -2.905458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 326993 members 
Entering Unmasked Estep 
Score: -29054576.000000 Penalty: 6301.244629
	Iteration 58Q: 3 clusters Score -2.905458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 326995 members 
Entering Unmasked Estep 
Score: -29054558.000000 Penalty: 6301.244629
	Iteration 59Q: 3 clusters Score -2.905456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 326995 members 
Entering Unmasked Estep 
Score: -29054560.000000 Penalty: 6301.244629
	Iteration 60F: 3 clusters Score -2.905456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 326994 members 
Entering Unmasked Estep 
Score: -29054566.000000 Penalty: 6301.244629
	Iteration 61Q: 3 clusters Score -2.905457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 326994 members 
Entering Unmasked Estep 
Score: -29054566.000000 Penalty: 6301.244629
	Iteration 62F: 3 clusters Score -2.905457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Entering Unmasked Estep 
Score: -2219163.250000 Penalty: 2517.354004
	Iteration 0F: 2 clusters Score -2219163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2201474.500000 Penalty: 5034.708008
	Iteration 0F: 3 clusters Score -2201474 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2207628.000000 Penalty: 5034.708008
	Iteration 1F: 3 clusters Score -2207628 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2208038.500000 Penalty: 5034.708008
	Iteration 2F: 3 clusters Score -2208038 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2208375.750000 Penalty: 5034.708008
	Iteration 3Q: 3 clusters Score -2208376 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2208656.000000 Penalty: 5034.708008
	Iteration 4Q: 3 clusters Score -2208656 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2208901.250000 Penalty: 5034.708008
	Iteration 5Q: 3 clusters Score -2208901 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2209102.750000 Penalty: 5034.708008
	Iteration 6Q: 3 clusters Score -2209103 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2209303.750000 Penalty: 5034.708008
	Iteration 7Q: 3 clusters Score -2209304 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2209520.250000 Penalty: 5034.708008
	Iteration 8Q: 3 clusters Score -2209520 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2209766.250000 Penalty: 5034.708008
	Iteration 9Q: 3 clusters Score -2209766 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2210017.250000 Penalty: 5034.708008
	Iteration 10Q: 3 clusters Score -2210017 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2210298.500000 Penalty: 5034.708008
	Iteration 11Q: 3 clusters Score -2210298 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2210676.250000 Penalty: 5034.708008
	Iteration 12Q: 3 clusters Score -2210676 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2211180.500000 Penalty: 5034.708008
	Iteration 13Q: 3 clusters Score -2211180 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2211822.500000 Penalty: 5034.708008
	Iteration 14Q: 3 clusters Score -2211822 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2212562.250000 Penalty: 5034.708008
	Iteration 15Q: 3 clusters Score -2212562 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2213342.000000 Penalty: 5034.708008
	Iteration 16Q: 3 clusters Score -2213342 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2214079.750000 Penalty: 5034.708008
	Iteration 17Q: 3 clusters Score -2214080 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2214646.250000 Penalty: 5034.708008
	Iteration 18Q: 3 clusters Score -2214646 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2215111.500000 Penalty: 5034.708008
	Iteration 19Q: 3 clusters Score -2215112 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2215470.500000 Penalty: 5034.708008
	Iteration 20F: 3 clusters Score -2215470 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2215770.250000 Penalty: 5034.708008
	Iteration 21Q: 3 clusters Score -2215770 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2216007.750000 Penalty: 5034.708008
	Iteration 22Q: 3 clusters Score -2216008 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -2216208.750000 Penalty: 5034.708008
	Iteration 23Q: 3 clusters Score -2216209 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2216388.250000 Penalty: 5034.708008
	Iteration 24Q: 3 clusters Score -2216388 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -2216543.500000 Penalty: 5034.708008
	Iteration 25Q: 3 clusters Score -2216544 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2216673.750000 Penalty: 5034.708008
	Iteration 26Q: 3 clusters Score -2216674 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2216777.500000 Penalty: 5034.708008
	Iteration 27Q: 3 clusters Score -2216778 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2216875.750000 Penalty: 5034.708008
	Iteration 28Q: 3 clusters Score -2216876 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2217001.500000 Penalty: 5034.708008
	Iteration 29Q: 3 clusters Score -2217002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2217119.250000 Penalty: 5034.708008
	Iteration 30Q: 3 clusters Score -2217119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2217211.250000 Penalty: 5034.708008
	Iteration 31Q: 3 clusters Score -2217211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2217285.500000 Penalty: 5034.708008
	Iteration 32Q: 3 clusters Score -2217286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2217348.500000 Penalty: 5034.708008
	Iteration 33Q: 3 clusters Score -2217348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2217397.250000 Penalty: 5034.708008
	Iteration 34Q: 3 clusters Score -2217397 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2217418.750000 Penalty: 5034.708008
	Iteration 35Q: 3 clusters Score -2217419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2217430.000000 Penalty: 5034.708008
	Iteration 36Q: 3 clusters Score -2217430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2217444.000000 Penalty: 5034.708008
	Iteration 37Q: 3 clusters Score -2217444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2217448.000000 Penalty: 5034.708008
	Iteration 38Q: 3 clusters Score -2217448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2217457.000000 Penalty: 5034.708008
	Iteration 39Q: 3 clusters Score -2217457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2217458.750000 Penalty: 5034.708008
	Iteration 40F: 3 clusters Score -2217459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2217460.750000 Penalty: 5034.708008
	Iteration 41Q: 3 clusters Score -2217461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -2217466.750000 Penalty: 5034.708008
	Iteration 42Q: 3 clusters Score -2217467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2217470.500000 Penalty: 5034.708008
	Iteration 43Q: 3 clusters Score -2217470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -2217471.750000 Penalty: 5034.708008
	Iteration 44Q: 3 clusters Score -2217472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2217481.250000 Penalty: 5034.708008
	Iteration 45Q: 3 clusters Score -2217481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2217483.500000 Penalty: 5034.708008
	Iteration 46Q: 3 clusters Score -2217484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2217481.000000 Penalty: 5034.708008
	Iteration 47Q: 3 clusters Score -2217481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2217487.000000 Penalty: 5034.708008
	Iteration 48Q: 3 clusters Score -2217487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2217487.000000 Penalty: 5034.708008
	Iteration 49F: 3 clusters Score -2217487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Entering Unmasked Estep 
Score: -4779780.500000 Penalty: 2699.949951
	Iteration 0F: 2 clusters Score -4779780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4743692.000000 Penalty: 5399.899902
	Iteration 0F: 3 clusters Score -4743692 nChanged 24755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4757269.000000 Penalty: 5399.899902
	Iteration 1F: 3 clusters Score -4757269 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4757864.000000 Penalty: 5399.899902
	Iteration 2Q: 3 clusters Score -4757864 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4758673.500000 Penalty: 5399.899902
	Iteration 3Q: 3 clusters Score -4758674 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4759877.500000 Penalty: 5399.899902
	Iteration 4Q: 3 clusters Score -4759878 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4761824.000000 Penalty: 5399.899902
	Iteration 5F: 3 clusters Score -4761824 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -4764633.000000 Penalty: 5399.899902
	Iteration 6F: 3 clusters Score -4764633 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -4768271.000000 Penalty: 5399.899902
	Iteration 7F: 3 clusters Score -4768271 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -4771740.000000 Penalty: 5399.899902
	Iteration 8F: 3 clusters Score -4771740 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -4774362.000000 Penalty: 5399.899902
	Iteration 9F: 3 clusters Score -4774362 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -4775776.000000 Penalty: 5399.899902
	Iteration 10Q: 3 clusters Score -4775776 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -4776518.000000 Penalty: 5399.899902
	Iteration 11Q: 3 clusters Score -4776518 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -4776925.500000 Penalty: 5399.899902
	Iteration 12Q: 3 clusters Score -4776926 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -4777134.000000 Penalty: 5399.899902
	Iteration 13Q: 3 clusters Score -4777134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -4777258.500000 Penalty: 5399.899902
	Iteration 14Q: 3 clusters Score -4777258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -4777308.500000 Penalty: 5399.899902
	Iteration 15Q: 3 clusters Score -4777308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -4777349.000000 Penalty: 5399.899902
	Iteration 16Q: 3 clusters Score -4777349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -4777359.000000 Penalty: 5399.899902
	Iteration 17Q: 3 clusters Score -4777359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -4777365.500000 Penalty: 5399.899902
	Iteration 18Q: 3 clusters Score -4777366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -4777367.500000 Penalty: 5399.899902
	Iteration 19Q: 3 clusters Score -4777368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -4777369.500000 Penalty: 5399.899902
	Iteration 20F: 3 clusters Score -4777370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -4777374.500000 Penalty: 5399.899902
	Iteration 21Q: 3 clusters Score -4777374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -4777378.500000 Penalty: 5399.899902
	Iteration 22Q: 3 clusters Score -4777378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -4777382.500000 Penalty: 5399.899902
	Iteration 23Q: 3 clusters Score -4777382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -4777381.500000 Penalty: 5399.899902
	Iteration 24Q: 3 clusters Score -4777382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -4777380.500000 Penalty: 5399.899902
	Iteration 25Q: 3 clusters Score -4777380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -4777382.000000 Penalty: 5399.899902
	Iteration 26Q: 3 clusters Score -4777382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -4777386.000000 Penalty: 5399.899902
	Iteration 27Q: 3 clusters Score -4777386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -4777387.000000 Penalty: 5399.899902
	Iteration 28Q: 3 clusters Score -4777387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -4777385.500000 Penalty: 5399.899902
	Iteration 29Q: 3 clusters Score -4777386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -4777385.500000 Penalty: 5399.899902
	Iteration 30F: 3 clusters Score -4777386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Entering Unmasked Estep 
Score: -2630863.000000 Penalty: 2580.850342
	Iteration 0F: 2 clusters Score -2630863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2608292.750000 Penalty: 5161.700684
	Iteration 0F: 3 clusters Score -2608293 nChanged 15084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2616864.500000 Penalty: 5161.700684
	Iteration 1F: 3 clusters Score -2616864 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2617929.250000 Penalty: 5161.700684
	Iteration 2F: 3 clusters Score -2617929 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2619357.750000 Penalty: 5161.700684
	Iteration 3F: 3 clusters Score -2619358 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2621119.000000 Penalty: 5161.700684
	Iteration 4F: 3 clusters Score -2621119 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2623084.750000 Penalty: 5161.700684
	Iteration 5F: 3 clusters Score -2623085 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2624845.750000 Penalty: 5161.700684
	Iteration 6F: 3 clusters Score -2624846 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2626035.750000 Penalty: 5161.700684
	Iteration 7F: 3 clusters Score -2626036 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2626792.250000 Penalty: 5161.700684
	Iteration 8Q: 3 clusters Score -2626792 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2627265.000000 Penalty: 5161.700684
	Iteration 9Q: 3 clusters Score -2627265 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2627611.500000 Penalty: 5161.700684
	Iteration 10Q: 3 clusters Score -2627612 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2627872.250000 Penalty: 5161.700684
	Iteration 11Q: 3 clusters Score -2627872 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2628130.750000 Penalty: 5161.700684
	Iteration 12Q: 3 clusters Score -2628131 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2628340.250000 Penalty: 5161.700684
	Iteration 13Q: 3 clusters Score -2628340 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2628538.000000 Penalty: 5161.700684
	Iteration 14Q: 3 clusters Score -2628538 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -2628789.250000 Penalty: 5161.700684
	Iteration 15Q: 3 clusters Score -2628789 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2629101.500000 Penalty: 5161.700684
	Iteration 16Q: 3 clusters Score -2629102 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2629474.500000 Penalty: 5161.700684
	Iteration 17Q: 3 clusters Score -2629474 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -2629831.750000 Penalty: 5161.700684
	Iteration 18Q: 3 clusters Score -2629832 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -2630055.250000 Penalty: 5161.700684
	Iteration 19Q: 3 clusters Score -2630055 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -2630224.750000 Penalty: 5161.700684
	Iteration 20F: 3 clusters Score -2630225 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -2630323.000000 Penalty: 5161.700684
	Iteration 21Q: 3 clusters Score -2630323 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -2630381.500000 Penalty: 5161.700684
	Iteration 22Q: 3 clusters Score -2630382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -2630422.000000 Penalty: 5161.700684
	Iteration 23Q: 3 clusters Score -2630422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -2630460.500000 Penalty: 5161.700684
	Iteration 24Q: 3 clusters Score -2630460 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -2630481.750000 Penalty: 5161.700684
	Iteration 25Q: 3 clusters Score -2630482 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -2630505.750000 Penalty: 5161.700684
	Iteration 26Q: 3 clusters Score -2630506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -2630519.750000 Penalty: 5161.700684
	Iteration 27Q: 3 clusters Score -2630520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -2630542.250000 Penalty: 5161.700684
	Iteration 28Q: 3 clusters Score -2630542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -2630546.750000 Penalty: 5161.700684
	Iteration 29Q: 3 clusters Score -2630547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -2630546.000000 Penalty: 5161.700684
	Iteration 30Q: 3 clusters Score -2630546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -2630555.250000 Penalty: 5161.700684
	Iteration 31Q: 3 clusters Score -2630555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -2630557.750000 Penalty: 5161.700684
	Iteration 32Q: 3 clusters Score -2630558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -2630566.750000 Penalty: 5161.700684
	Iteration 33Q: 3 clusters Score -2630567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -2630574.250000 Penalty: 5161.700684
	Iteration 34Q: 3 clusters Score -2630574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -2630573.000000 Penalty: 5161.700684
	Iteration 35Q: 3 clusters Score -2630573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -2630585.500000 Penalty: 5161.700684
	Iteration 36Q: 3 clusters Score -2630586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2630587.000000 Penalty: 5161.700684
	Iteration 37Q: 3 clusters Score -2630587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -2630588.500000 Penalty: 5161.700684
	Iteration 38Q: 3 clusters Score -2630588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -2630592.500000 Penalty: 5161.700684
	Iteration 39Q: 3 clusters Score -2630592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -2630593.500000 Penalty: 5161.700684
	Iteration 40F: 3 clusters Score -2630594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -2630585.500000 Penalty: 5161.700684
	Iteration 41Q: 3 clusters Score -2630586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -2630589.000000 Penalty: 5161.700684
	Iteration 42Q: 3 clusters Score -2630589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -2630596.500000 Penalty: 5161.700684
	Iteration 43Q: 3 clusters Score -2630596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -2630598.000000 Penalty: 5161.700684
	Iteration 44Q: 3 clusters Score -2630598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2630599.000000 Penalty: 5161.700684
	Iteration 45Q: 3 clusters Score -2630599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -2630600.250000 Penalty: 5161.700684
	Iteration 46Q: 3 clusters Score -2630600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -2630602.500000 Penalty: 5161.700684
	Iteration 47Q: 3 clusters Score -2630602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2630602.750000 Penalty: 5161.700684
	Iteration 48Q: 3 clusters Score -2630603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -2630600.250000 Penalty: 5161.700684
	Iteration 49Q: 3 clusters Score -2630600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -2630602.000000 Penalty: 5161.700684
	Iteration 50Q: 3 clusters Score -2630602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -2630605.000000 Penalty: 5161.700684
	Iteration 51Q: 3 clusters Score -2630605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -2630606.750000 Penalty: 5161.700684
	Iteration 52Q: 3 clusters Score -2630607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -2630607.500000 Penalty: 5161.700684
	Iteration 53Q: 3 clusters Score -2630608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -2630605.500000 Penalty: 5161.700684
	Iteration 54Q: 3 clusters Score -2630606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -2630608.250000 Penalty: 5161.700684
	Iteration 55Q: 3 clusters Score -2630608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -2630605.500000 Penalty: 5161.700684
	Iteration 56Q: 3 clusters Score -2630606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -2630605.500000 Penalty: 5161.700684
	Iteration 57F: 3 clusters Score -2630606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Entering Unmasked Estep 
Score: -726859.000000 Penalty: 2240.688477
	Iteration 0F: 2 clusters Score -726859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -720266.562500 Penalty: 4481.376953
	Iteration 0F: 3 clusters Score -720266.6 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -722196.562500 Penalty: 4481.376953
	Iteration 1F: 3 clusters Score -722196.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -722632.500000 Penalty: 4481.376953
	Iteration 2F: 3 clusters Score -722632.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -723051.375000 Penalty: 4481.376953
	Iteration 3F: 3 clusters Score -723051.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -723476.375000 Penalty: 4481.376953
	Iteration 4F: 3 clusters Score -723476.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -723849.937500 Penalty: 4481.376953
	Iteration 5F: 3 clusters Score -723849.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -724154.625000 Penalty: 4481.376953
	Iteration 6F: 3 clusters Score -724154.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -724355.187500 Penalty: 4481.376953
	Iteration 7Q: 3 clusters Score -724355.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -724530.437500 Penalty: 4481.376953
	Iteration 8Q: 3 clusters Score -724530.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -724672.875000 Penalty: 4481.376953
	Iteration 9Q: 3 clusters Score -724672.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -724792.250000 Penalty: 4481.376953
	Iteration 10Q: 3 clusters Score -724792.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -724872.187500 Penalty: 4481.376953
	Iteration 11Q: 3 clusters Score -724872.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -724937.312500 Penalty: 4481.376953
	Iteration 12Q: 3 clusters Score -724937.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -724994.687500 Penalty: 4481.376953
	Iteration 13Q: 3 clusters Score -724994.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -725049.187500 Penalty: 4481.376953
	Iteration 14Q: 3 clusters Score -725049.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -725094.625000 Penalty: 4481.376953
	Iteration 15Q: 3 clusters Score -725094.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -725133.875000 Penalty: 4481.376953
	Iteration 16Q: 3 clusters Score -725133.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -725167.187500 Penalty: 4481.376953
	Iteration 17Q: 3 clusters Score -725167.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -725204.000000 Penalty: 4481.376953
	Iteration 18Q: 3 clusters Score -725204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -725233.187500 Penalty: 4481.376953
	Iteration 19Q: 3 clusters Score -725233.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -725258.687500 Penalty: 4481.376953
	Iteration 20F: 3 clusters Score -725258.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -725273.812500 Penalty: 4481.376953
	Iteration 21Q: 3 clusters Score -725273.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -725286.125000 Penalty: 4481.376953
	Iteration 22Q: 3 clusters Score -725286.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -725296.000000 Penalty: 4481.376953
	Iteration 23Q: 3 clusters Score -725296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -725305.000000 Penalty: 4481.376953
	Iteration 24Q: 3 clusters Score -725305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -725312.125000 Penalty: 4481.376953
	Iteration 25Q: 3 clusters Score -725312.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -725318.000000 Penalty: 4481.376953
	Iteration 26Q: 3 clusters Score -725318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -725326.500000 Penalty: 4481.376953
	Iteration 27Q: 3 clusters Score -725326.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -725329.875000 Penalty: 4481.376953
	Iteration 28Q: 3 clusters Score -725329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -725331.312500 Penalty: 4481.376953
	Iteration 29Q: 3 clusters Score -725331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -725334.125000 Penalty: 4481.376953
	Iteration 30Q: 3 clusters Score -725334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -725335.125000 Penalty: 4481.376953
	Iteration 31Q: 3 clusters Score -725335.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -725338.562500 Penalty: 4481.376953
	Iteration 32Q: 3 clusters Score -725338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -725343.062500 Penalty: 4481.376953
	Iteration 33Q: 3 clusters Score -725343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -725346.125000 Penalty: 4481.376953
	Iteration 34Q: 3 clusters Score -725346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -725348.750000 Penalty: 4481.376953
	Iteration 35Q: 3 clusters Score -725348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -725349.250000 Penalty: 4481.376953
	Iteration 36Q: 3 clusters Score -725349.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -725352.875000 Penalty: 4481.376953
	Iteration 37Q: 3 clusters Score -725352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -725351.750000 Penalty: 4481.376953
	Iteration 38Q: 3 clusters Score -725351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -725355.375000 Penalty: 4481.376953
	Iteration 39Q: 3 clusters Score -725355.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -725355.312500 Penalty: 4481.376953
	Iteration 40F: 3 clusters Score -725355.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -725358.437500 Penalty: 4481.376953
	Iteration 41Q: 3 clusters Score -725358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -725357.062500 Penalty: 4481.376953
	Iteration 42Q: 3 clusters Score -725357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -725360.375000 Penalty: 4481.376953
	Iteration 43Q: 3 clusters Score -725360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -725363.687500 Penalty: 4481.376953
	Iteration 44Q: 3 clusters Score -725363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -725364.187500 Penalty: 4481.376953
	Iteration 45Q: 3 clusters Score -725364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -725364.937500 Penalty: 4481.376953
	Iteration 46Q: 3 clusters Score -725364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -725365.000000 Penalty: 4481.376953
	Iteration 47Q: 3 clusters Score -725365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -725366.750000 Penalty: 4481.376953
	Iteration 48Q: 3 clusters Score -725366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -725366.250000 Penalty: 4481.376953
	Iteration 49Q: 3 clusters Score -725366.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -725366.250000 Penalty: 4481.376953
	Iteration 50F: 3 clusters Score -725366.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -161428.421875 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -161428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -158739.000000 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -158739 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -159259.781250 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -159259.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -159428.187500 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -159428.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -159572.265625 Penalty: 3787.350342
	Iteration 3F: 3 clusters Score -159572.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -159728.171875 Penalty: 3787.350342
	Iteration 4F: 3 clusters Score -159728.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -159843.437500 Penalty: 3787.350342
	Iteration 5Q: 3 clusters Score -159843.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -159951.546875 Penalty: 3787.350342
	Iteration 6Q: 3 clusters Score -159951.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -160051.531250 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -160051.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -160153.968750 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -160154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -160248.187500 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -160248.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -160363.234375 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -160363.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -160497.859375 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -160497.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -160614.125000 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -160614.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -160697.125000 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -160697.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -160737.968750 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -160738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -160758.437500 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -160758.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -160778.890625 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -160778.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -160797.359375 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -160797.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -160811.312500 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -160811.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -160823.156250 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -160823.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -160835.406250 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -160835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -160846.968750 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -160847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -160854.921875 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -160854.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -160859.875000 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -160859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -160863.281250 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -160863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -160866.250000 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -160866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -160870.015625 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -160870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -160872.687500 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -160872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -160874.796875 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -160874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -160877.375000 Penalty: 3787.350342
	Iteration 29Q: 3 clusters Score -160877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -160877.406250 Penalty: 3787.350342
	Iteration 30Q: 3 clusters Score -160877.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -160877.406250 Penalty: 3787.350342
	Iteration 31F: 3 clusters Score -160877.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -238287.421875 Penalty: 1990.733276
	Iteration 0F: 2 clusters Score -238287.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -234952.750000 Penalty: 3981.466553
	Iteration 0F: 3 clusters Score -234952.8 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -235664.015625 Penalty: 3981.466553
	Iteration 1F: 3 clusters Score -235664 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -235892.453125 Penalty: 3981.466553
	Iteration 2F: 3 clusters Score -235892.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -236045.843750 Penalty: 3981.466553
	Iteration 3F: 3 clusters Score -236045.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -236156.140625 Penalty: 3981.466553
	Iteration 4Q: 3 clusters Score -236156.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -236272.281250 Penalty: 3981.466553
	Iteration 5Q: 3 clusters Score -236272.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -236486.828125 Penalty: 3981.466553
	Iteration 6Q: 3 clusters Score -236486.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -236833.843750 Penalty: 3981.466553
	Iteration 7F: 3 clusters Score -236833.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -237181.328125 Penalty: 3981.466553
	Iteration 8F: 3 clusters Score -237181.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -237410.859375 Penalty: 3981.466553
	Iteration 9Q: 3 clusters Score -237410.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -237560.890625 Penalty: 3981.466553
	Iteration 10Q: 3 clusters Score -237560.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -237651.312500 Penalty: 3981.466553
	Iteration 11Q: 3 clusters Score -237651.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -237725.437500 Penalty: 3981.466553
	Iteration 12Q: 3 clusters Score -237725.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -237793.015625 Penalty: 3981.466553
	Iteration 13Q: 3 clusters Score -237793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -237857.062500 Penalty: 3981.466553
	Iteration 14Q: 3 clusters Score -237857.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -237900.078125 Penalty: 3981.466553
	Iteration 15Q: 3 clusters Score -237900.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -237935.062500 Penalty: 3981.466553
	Iteration 16Q: 3 clusters Score -237935.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -237985.703125 Penalty: 3981.466553
	Iteration 17Q: 3 clusters Score -237985.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -238055.312500 Penalty: 3981.466553
	Iteration 18Q: 3 clusters Score -238055.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -238158.781250 Penalty: 3981.466553
	Iteration 19Q: 3 clusters Score -238158.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -238217.046875 Penalty: 3981.466553
	Iteration 20F: 3 clusters Score -238217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -238248.531250 Penalty: 3981.466553
	Iteration 21Q: 3 clusters Score -238248.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -238266.609375 Penalty: 3981.466553
	Iteration 22Q: 3 clusters Score -238266.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -238279.640625 Penalty: 3981.466553
	Iteration 23Q: 3 clusters Score -238279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -238288.484375 Penalty: 3981.466553
	Iteration 24Q: 3 clusters Score -238288.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -238294.703125 Penalty: 3981.466553
	Iteration 25Q: 3 clusters Score -238294.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -238297.921875 Penalty: 3981.466553
	Iteration 26Q: 3 clusters Score -238297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -238303.984375 Penalty: 3981.466553
	Iteration 27Q: 3 clusters Score -238304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -238311.500000 Penalty: 3981.466553
	Iteration 28Q: 3 clusters Score -238311.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -238316.078125 Penalty: 3981.466553
	Iteration 29Q: 3 clusters Score -238316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -238319.843750 Penalty: 3981.466553
	Iteration 30Q: 3 clusters Score -238319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -238321.890625 Penalty: 3981.466553
	Iteration 31Q: 3 clusters Score -238321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -238322.984375 Penalty: 3981.466553
	Iteration 32Q: 3 clusters Score -238323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -238323.843750 Penalty: 3981.466553
	Iteration 33Q: 3 clusters Score -238323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -238323.843750 Penalty: 3981.466553
	Iteration 34F: 3 clusters Score -238323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 329102 members 
Mstep: Class 23 contains 25607 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7157 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 2003 members 
Entering Unmasked Estep 
Score: -113006328.000000 Penalty: 139884.406250
Splitting cluster 28 changes total score from -113007816.000000 to -113006328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (21064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Entering Unmasked Estep 
Score: -1839812.875000 Penalty: 2468.919434
	Iteration 0F: 2 clusters Score -1839813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1824990.250000 Penalty: 4937.838867
	Iteration 0F: 3 clusters Score -1824990 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1830008.750000 Penalty: 4937.838867
	Iteration 1F: 3 clusters Score -1830009 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1830470.500000 Penalty: 4937.838867
	Iteration 2F: 3 clusters Score -1830470 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1830871.875000 Penalty: 4937.838867
	Iteration 3Q: 3 clusters Score -1830872 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1831239.125000 Penalty: 4937.838867
	Iteration 4Q: 3 clusters Score -1831239 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1831635.000000 Penalty: 4937.838867
	Iteration 5Q: 3 clusters Score -1831635 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1832099.375000 Penalty: 4937.838867
	Iteration 6Q: 3 clusters Score -1832099 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1832708.375000 Penalty: 4937.838867
	Iteration 7Q: 3 clusters Score -1832708 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1833467.125000 Penalty: 4937.838867
	Iteration 8F: 3 clusters Score -1833467 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1834280.375000 Penalty: 4937.838867
	Iteration 9F: 3 clusters Score -1834280 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1835167.125000 Penalty: 4937.838867
	Iteration 10F: 3 clusters Score -1835167 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1836018.875000 Penalty: 4937.838867
	Iteration 11Q: 3 clusters Score -1836019 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1836663.000000 Penalty: 4937.838867
	Iteration 12Q: 3 clusters Score -1836663 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1837137.500000 Penalty: 4937.838867
	Iteration 13Q: 3 clusters Score -1837138 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1837497.750000 Penalty: 4937.838867
	Iteration 14Q: 3 clusters Score -1837498 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1837754.875000 Penalty: 4937.838867
	Iteration 15Q: 3 clusters Score -1837755 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1837976.250000 Penalty: 4937.838867
	Iteration 16Q: 3 clusters Score -1837976 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1838127.125000 Penalty: 4937.838867
	Iteration 17Q: 3 clusters Score -1838127 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1838210.250000 Penalty: 4937.838867
	Iteration 18Q: 3 clusters Score -1838210 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1838275.625000 Penalty: 4937.838867
	Iteration 19Q: 3 clusters Score -1838276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1838302.625000 Penalty: 4937.838867
	Iteration 20F: 3 clusters Score -1838303 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1838326.125000 Penalty: 4937.838867
	Iteration 21Q: 3 clusters Score -1838326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1838351.625000 Penalty: 4937.838867
	Iteration 22Q: 3 clusters Score -1838352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1838355.500000 Penalty: 4937.838867
	Iteration 23Q: 3 clusters Score -1838356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1838373.375000 Penalty: 4937.838867
	Iteration 24Q: 3 clusters Score -1838373 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1838390.000000 Penalty: 4937.838867
	Iteration 25Q: 3 clusters Score -1838390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1838416.625000 Penalty: 4937.838867
	Iteration 26Q: 3 clusters Score -1838417 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1838435.250000 Penalty: 4937.838867
	Iteration 27Q: 3 clusters Score -1838435 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1838458.875000 Penalty: 4937.838867
	Iteration 28Q: 3 clusters Score -1838459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1838489.125000 Penalty: 4937.838867
	Iteration 29Q: 3 clusters Score -1838489 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1838508.125000 Penalty: 4937.838867
	Iteration 30Q: 3 clusters Score -1838508 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1838546.625000 Penalty: 4937.838867
	Iteration 31Q: 3 clusters Score -1838547 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1838582.875000 Penalty: 4937.838867
	Iteration 32Q: 3 clusters Score -1838583 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1838599.125000 Penalty: 4937.838867
	Iteration 33Q: 3 clusters Score -1838599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1838619.625000 Penalty: 4937.838867
	Iteration 34Q: 3 clusters Score -1838620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1838624.750000 Penalty: 4937.838867
	Iteration 35Q: 3 clusters Score -1838625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1838635.375000 Penalty: 4937.838867
	Iteration 36Q: 3 clusters Score -1838635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1838648.250000 Penalty: 4937.838867
	Iteration 37Q: 3 clusters Score -1838648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1838650.000000 Penalty: 4937.838867
	Iteration 38Q: 3 clusters Score -1838650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1838654.125000 Penalty: 4937.838867
	Iteration 39Q: 3 clusters Score -1838654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1838653.875000 Penalty: 4937.838867
	Iteration 40F: 3 clusters Score -1838654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1838655.125000 Penalty: 4937.838867
	Iteration 41Q: 3 clusters Score -1838655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1838653.875000 Penalty: 4937.838867
	Iteration 42Q: 3 clusters Score -1838654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1838660.625000 Penalty: 4937.838867
	Iteration 43Q: 3 clusters Score -1838661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1838661.250000 Penalty: 4937.838867
	Iteration 44Q: 3 clusters Score -1838661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1838662.500000 Penalty: 4937.838867
	Iteration 45Q: 3 clusters Score -1838662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1838660.875000 Penalty: 4937.838867
	Iteration 46Q: 3 clusters Score -1838661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1838663.000000 Penalty: 4937.838867
	Iteration 47Q: 3 clusters Score -1838663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1838663.000000 Penalty: 4937.838867
	Iteration 48Q: 3 clusters Score -1838663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1838665.375000 Penalty: 4937.838867
	Iteration 49Q: 3 clusters Score -1838665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1838661.500000 Penalty: 4937.838867
	Iteration 50Q: 3 clusters Score -1838662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1838660.000000 Penalty: 4937.838867
	Iteration 51Q: 3 clusters Score -1838660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1838665.625000 Penalty: 4937.838867
	Iteration 52Q: 3 clusters Score -1838666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1838665.125000 Penalty: 4937.838867
	Iteration 53Q: 3 clusters Score -1838665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1838665.125000 Penalty: 4937.838867
	Iteration 54Q: 3 clusters Score -1838665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1838668.500000 Penalty: 4937.838867
	Iteration 55Q: 3 clusters Score -1838668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1838665.625000 Penalty: 4937.838867
	Iteration 56Q: 3 clusters Score -1838666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1838668.125000 Penalty: 4937.838867
	Iteration 57Q: 3 clusters Score -1838668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1838668.125000 Penalty: 4937.838867
	Iteration 58F: 3 clusters Score -1838668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Entering Unmasked Estep 
Score: -1248889.875000 Penalty: 2375.969727
	Iteration 0F: 2 clusters Score -1248890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1238423.750000 Penalty: 4751.939453
	Iteration 0F: 3 clusters Score -1238424 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1241830.375000 Penalty: 4751.939453
	Iteration 1F: 3 clusters Score -1241830 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1242327.500000 Penalty: 4751.939453
	Iteration 2F: 3 clusters Score -1242328 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1242857.750000 Penalty: 4751.939453
	Iteration 3F: 3 clusters Score -1242858 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1243437.500000 Penalty: 4751.939453
	Iteration 4F: 3 clusters Score -1243438 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1244067.625000 Penalty: 4751.939453
	Iteration 5F: 3 clusters Score -1244068 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1244704.375000 Penalty: 4751.939453
	Iteration 6F: 3 clusters Score -1244704 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1245313.750000 Penalty: 4751.939453
	Iteration 7F: 3 clusters Score -1245314 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1245792.125000 Penalty: 4751.939453
	Iteration 8F: 3 clusters Score -1245792 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1246188.375000 Penalty: 4751.939453
	Iteration 9Q: 3 clusters Score -1246188 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1246573.000000 Penalty: 4751.939453
	Iteration 10Q: 3 clusters Score -1246573 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1246879.875000 Penalty: 4751.939453
	Iteration 11Q: 3 clusters Score -1246880 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1247074.250000 Penalty: 4751.939453
	Iteration 12Q: 3 clusters Score -1247074 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1247226.000000 Penalty: 4751.939453
	Iteration 13Q: 3 clusters Score -1247226 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1247301.750000 Penalty: 4751.939453
	Iteration 14Q: 3 clusters Score -1247302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1247344.000000 Penalty: 4751.939453
	Iteration 15Q: 3 clusters Score -1247344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1247362.750000 Penalty: 4751.939453
	Iteration 16Q: 3 clusters Score -1247363 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1247380.375000 Penalty: 4751.939453
	Iteration 17Q: 3 clusters Score -1247380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1247384.500000 Penalty: 4751.939453
	Iteration 18Q: 3 clusters Score -1247384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1247388.250000 Penalty: 4751.939453
	Iteration 19Q: 3 clusters Score -1247388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1247392.625000 Penalty: 4751.939453
	Iteration 20F: 3 clusters Score -1247393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1247392.375000 Penalty: 4751.939453
	Iteration 21Q: 3 clusters Score -1247392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1247397.000000 Penalty: 4751.939453
	Iteration 22Q: 3 clusters Score -1247397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1247398.375000 Penalty: 4751.939453
	Iteration 23Q: 3 clusters Score -1247398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1247398.625000 Penalty: 4751.939453
	Iteration 24Q: 3 clusters Score -1247399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1247402.750000 Penalty: 4751.939453
	Iteration 25Q: 3 clusters Score -1247403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1247403.625000 Penalty: 4751.939453
	Iteration 26Q: 3 clusters Score -1247404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1247405.500000 Penalty: 4751.939453
	Iteration 27Q: 3 clusters Score -1247406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1247407.500000 Penalty: 4751.939453
	Iteration 28Q: 3 clusters Score -1247408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1247405.750000 Penalty: 4751.939453
	Iteration 29Q: 3 clusters Score -1247406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1247406.375000 Penalty: 4751.939453
	Iteration 30Q: 3 clusters Score -1247406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1247409.250000 Penalty: 4751.939453
	Iteration 31Q: 3 clusters Score -1247409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1247410.000000 Penalty: 4751.939453
	Iteration 32Q: 3 clusters Score -1247410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1247412.375000 Penalty: 4751.939453
	Iteration 33Q: 3 clusters Score -1247412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1247415.000000 Penalty: 4751.939453
	Iteration 34Q: 3 clusters Score -1247415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1247415.500000 Penalty: 4751.939453
	Iteration 35Q: 3 clusters Score -1247416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1247415.500000 Penalty: 4751.939453
	Iteration 36Q: 3 clusters Score -1247416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1247415.500000 Penalty: 4751.939453
	Iteration 37Q: 3 clusters Score -1247416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1247416.500000 Penalty: 4751.939453
	Iteration 38Q: 3 clusters Score -1247416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1247418.000000 Penalty: 4751.939453
	Iteration 39Q: 3 clusters Score -1247418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1247419.375000 Penalty: 4751.939453
	Iteration 40F: 3 clusters Score -1247419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1247418.375000 Penalty: 4751.939453
	Iteration 41Q: 3 clusters Score -1247418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1247420.750000 Penalty: 4751.939453
	Iteration 42Q: 3 clusters Score -1247421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1247421.500000 Penalty: 4751.939453
	Iteration 43Q: 3 clusters Score -1247422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1247421.000000 Penalty: 4751.939453
	Iteration 44Q: 3 clusters Score -1247421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1247419.125000 Penalty: 4751.939453
	Iteration 45Q: 3 clusters Score -1247419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1247421.250000 Penalty: 4751.939453
	Iteration 46Q: 3 clusters Score -1247421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1247421.500000 Penalty: 4751.939453
	Iteration 47Q: 3 clusters Score -1247422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1247420.750000 Penalty: 4751.939453
	Iteration 48Q: 3 clusters Score -1247421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1247420.750000 Penalty: 4751.939453
	Iteration 49F: 3 clusters Score -1247421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -905625.687500 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -905625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -897744.437500 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -897744.4 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -900099.187500 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -900099.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -900430.062500 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -900430.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -900667.625000 Penalty: 4585.966309
	Iteration 3F: 3 clusters Score -900667.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -900868.125000 Penalty: 4585.966309
	Iteration 4Q: 3 clusters Score -900868.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -901048.562500 Penalty: 4585.966309
	Iteration 5Q: 3 clusters Score -901048.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -901238.312500 Penalty: 4585.966309
	Iteration 6Q: 3 clusters Score -901238.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -901473.312500 Penalty: 4585.966309
	Iteration 7Q: 3 clusters Score -901473.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -901764.562500 Penalty: 4585.966309
	Iteration 8Q: 3 clusters Score -901764.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -902109.562500 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -902109.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -902454.375000 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -902454.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -902748.062500 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -902748.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -902969.687500 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -902969.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -903121.750000 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -903121.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -903216.062500 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -903216.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -903282.375000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -903282.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -903332.312500 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -903332.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -903364.187500 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -903364.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -903383.812500 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -903383.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -903397.625000 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -903397.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -903417.187500 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -903417.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -903436.562500 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -903436.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -903450.250000 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -903450.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -903458.312500 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -903458.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -903468.125000 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -903468.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -903480.937500 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -903480.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -903487.500000 Penalty: 4585.966309
	Iteration 26Q: 3 clusters Score -903487.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -903497.687500 Penalty: 4585.966309
	Iteration 27Q: 3 clusters Score -903497.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -903500.562500 Penalty: 4585.966309
	Iteration 28Q: 3 clusters Score -903500.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -903508.687500 Penalty: 4585.966309
	Iteration 29Q: 3 clusters Score -903508.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -903511.312500 Penalty: 4585.966309
	Iteration 30Q: 3 clusters Score -903511.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -903516.187500 Penalty: 4585.966309
	Iteration 31Q: 3 clusters Score -903516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -903517.250000 Penalty: 4585.966309
	Iteration 32Q: 3 clusters Score -903517.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -903521.875000 Penalty: 4585.966309
	Iteration 33Q: 3 clusters Score -903521.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -903524.250000 Penalty: 4585.966309
	Iteration 34Q: 3 clusters Score -903524.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -903529.875000 Penalty: 4585.966309
	Iteration 35Q: 3 clusters Score -903529.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -903530.562500 Penalty: 4585.966309
	Iteration 36Q: 3 clusters Score -903530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -903534.250000 Penalty: 4585.966309
	Iteration 37Q: 3 clusters Score -903534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -903532.437500 Penalty: 4585.966309
	Iteration 38Q: 3 clusters Score -903532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -903533.875000 Penalty: 4585.966309
	Iteration 39Q: 3 clusters Score -903533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -903535.812500 Penalty: 4585.966309
	Iteration 40F: 3 clusters Score -903535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -903535.187500 Penalty: 4585.966309
	Iteration 41Q: 3 clusters Score -903535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -903534.937500 Penalty: 4585.966309
	Iteration 42Q: 3 clusters Score -903534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -903537.250000 Penalty: 4585.966309
	Iteration 43Q: 3 clusters Score -903537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -903536.312500 Penalty: 4585.966309
	Iteration 44Q: 3 clusters Score -903536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -903536.625000 Penalty: 4585.966309
	Iteration 45Q: 3 clusters Score -903536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -903538.625000 Penalty: 4585.966309
	Iteration 46Q: 3 clusters Score -903538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -903538.375000 Penalty: 4585.966309
	Iteration 47Q: 3 clusters Score -903538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -903538.625000 Penalty: 4585.966309
	Iteration 48Q: 3 clusters Score -903538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -903538.875000 Penalty: 4585.966309
	Iteration 49Q: 3 clusters Score -903538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -903539.375000 Penalty: 4585.966309
	Iteration 50Q: 3 clusters Score -903539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -903538.875000 Penalty: 4585.966309
	Iteration 51Q: 3 clusters Score -903538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -903538.437500 Penalty: 4585.966309
	Iteration 52Q: 3 clusters Score -903538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -903538.312500 Penalty: 4585.966309
	Iteration 53Q: 3 clusters Score -903538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -903538.500000 Penalty: 4585.966309
	Iteration 54Q: 3 clusters Score -903538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -903538.187500 Penalty: 4585.966309
	Iteration 55Q: 3 clusters Score -903538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -903536.437500 Penalty: 4585.966309
	Iteration 56Q: 3 clusters Score -903536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -903536.437500 Penalty: 4585.966309
	Iteration 57F: 3 clusters Score -903536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Entering Unmasked Estep 
Score: -1251025.500000 Penalty: 2370.567871
	Iteration 0F: 2 clusters Score -1251026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1240711.625000 Penalty: 4741.135742
	Iteration 0F: 3 clusters Score -1240712 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1243818.250000 Penalty: 4741.135742
	Iteration 1F: 3 clusters Score -1243818 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1244159.250000 Penalty: 4741.135742
	Iteration 2F: 3 clusters Score -1244159 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1244388.375000 Penalty: 4741.135742
	Iteration 3Q: 3 clusters Score -1244388 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1244555.375000 Penalty: 4741.135742
	Iteration 4Q: 3 clusters Score -1244555 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1244718.000000 Penalty: 4741.135742
	Iteration 5Q: 3 clusters Score -1244718 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1244855.625000 Penalty: 4741.135742
	Iteration 6Q: 3 clusters Score -1244856 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1244984.875000 Penalty: 4741.135742
	Iteration 7Q: 3 clusters Score -1244985 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1245097.750000 Penalty: 4741.135742
	Iteration 8Q: 3 clusters Score -1245098 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1245221.000000 Penalty: 4741.135742
	Iteration 9Q: 3 clusters Score -1245221 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1245345.250000 Penalty: 4741.135742
	Iteration 10Q: 3 clusters Score -1245345 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1245477.875000 Penalty: 4741.135742
	Iteration 11Q: 3 clusters Score -1245478 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1245657.750000 Penalty: 4741.135742
	Iteration 12Q: 3 clusters Score -1245658 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1245852.375000 Penalty: 4741.135742
	Iteration 13Q: 3 clusters Score -1245852 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1246079.625000 Penalty: 4741.135742
	Iteration 14Q: 3 clusters Score -1246080 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1246362.125000 Penalty: 4741.135742
	Iteration 15Q: 3 clusters Score -1246362 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1246687.250000 Penalty: 4741.135742
	Iteration 16Q: 3 clusters Score -1246687 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1247095.000000 Penalty: 4741.135742
	Iteration 17Q: 3 clusters Score -1247095 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1247476.250000 Penalty: 4741.135742
	Iteration 18Q: 3 clusters Score -1247476 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1247772.250000 Penalty: 4741.135742
	Iteration 19Q: 3 clusters Score -1247772 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1248002.125000 Penalty: 4741.135742
	Iteration 20F: 3 clusters Score -1248002 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1248196.125000 Penalty: 4741.135742
	Iteration 21Q: 3 clusters Score -1248196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1248329.000000 Penalty: 4741.135742
	Iteration 22Q: 3 clusters Score -1248329 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1248439.000000 Penalty: 4741.135742
	Iteration 23Q: 3 clusters Score -1248439 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1248538.875000 Penalty: 4741.135742
	Iteration 24Q: 3 clusters Score -1248539 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1248605.875000 Penalty: 4741.135742
	Iteration 25Q: 3 clusters Score -1248606 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1248663.500000 Penalty: 4741.135742
	Iteration 26Q: 3 clusters Score -1248664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1248710.000000 Penalty: 4741.135742
	Iteration 27Q: 3 clusters Score -1248710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1248729.625000 Penalty: 4741.135742
	Iteration 28Q: 3 clusters Score -1248730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1248745.750000 Penalty: 4741.135742
	Iteration 29Q: 3 clusters Score -1248746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1248764.125000 Penalty: 4741.135742
	Iteration 30Q: 3 clusters Score -1248764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1248779.375000 Penalty: 4741.135742
	Iteration 31Q: 3 clusters Score -1248779 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1248788.625000 Penalty: 4741.135742
	Iteration 32Q: 3 clusters Score -1248789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1248795.250000 Penalty: 4741.135742
	Iteration 33Q: 3 clusters Score -1248795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1248802.125000 Penalty: 4741.135742
	Iteration 34Q: 3 clusters Score -1248802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1248807.125000 Penalty: 4741.135742
	Iteration 35Q: 3 clusters Score -1248807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1248811.250000 Penalty: 4741.135742
	Iteration 36Q: 3 clusters Score -1248811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1248812.375000 Penalty: 4741.135742
	Iteration 37Q: 3 clusters Score -1248812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1248818.750000 Penalty: 4741.135742
	Iteration 38Q: 3 clusters Score -1248819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1248824.000000 Penalty: 4741.135742
	Iteration 39Q: 3 clusters Score -1248824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1248829.000000 Penalty: 4741.135742
	Iteration 40F: 3 clusters Score -1248829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1248831.625000 Penalty: 4741.135742
	Iteration 41Q: 3 clusters Score -1248832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1248840.000000 Penalty: 4741.135742
	Iteration 42Q: 3 clusters Score -1248840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1248840.250000 Penalty: 4741.135742
	Iteration 43Q: 3 clusters Score -1248840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1248838.125000 Penalty: 4741.135742
	Iteration 44Q: 3 clusters Score -1248838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1248838.750000 Penalty: 4741.135742
	Iteration 45Q: 3 clusters Score -1248839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1248844.000000 Penalty: 4741.135742
	Iteration 46Q: 3 clusters Score -1248844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1248843.375000 Penalty: 4741.135742
	Iteration 47Q: 3 clusters Score -1248843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1248847.750000 Penalty: 4741.135742
	Iteration 48Q: 3 clusters Score -1248848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1248854.625000 Penalty: 4741.135742
	Iteration 49Q: 3 clusters Score -1248855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1248856.500000 Penalty: 4741.135742
	Iteration 50Q: 3 clusters Score -1248856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1248863.625000 Penalty: 4741.135742
	Iteration 51Q: 3 clusters Score -1248864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1248865.625000 Penalty: 4741.135742
	Iteration 52Q: 3 clusters Score -1248866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1248867.500000 Penalty: 4741.135742
	Iteration 53Q: 3 clusters Score -1248868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1248876.500000 Penalty: 4741.135742
	Iteration 54Q: 3 clusters Score -1248876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1248879.750000 Penalty: 4741.135742
	Iteration 55Q: 3 clusters Score -1248880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1248880.875000 Penalty: 4741.135742
	Iteration 56Q: 3 clusters Score -1248881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1248880.750000 Penalty: 4741.135742
	Iteration 57Q: 3 clusters Score -1248881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1248883.500000 Penalty: 4741.135742
	Iteration 58Q: 3 clusters Score -1248884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1248885.375000 Penalty: 4741.135742
	Iteration 59Q: 3 clusters Score -1248885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1248889.500000 Penalty: 4741.135742
	Iteration 60F: 3 clusters Score -1248890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1248890.000000 Penalty: 4741.135742
	Iteration 61Q: 3 clusters Score -1248890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1248892.625000 Penalty: 4741.135742
	Iteration 62Q: 3 clusters Score -1248893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1248893.125000 Penalty: 4741.135742
	Iteration 63Q: 3 clusters Score -1248893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1248893.125000 Penalty: 4741.135742
	Iteration 64Q: 3 clusters Score -1248893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1248894.125000 Penalty: 4741.135742
	Iteration 65Q: 3 clusters Score -1248894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1248894.625000 Penalty: 4741.135742
	Iteration 66Q: 3 clusters Score -1248895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1248894.500000 Penalty: 4741.135742
	Iteration 67Q: 3 clusters Score -1248894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1248894.375000 Penalty: 4741.135742
	Iteration 68Q: 3 clusters Score -1248894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1248894.375000 Penalty: 4741.135742
	Iteration 69F: 3 clusters Score -1248894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Entering Unmasked Estep 
Score: -1107103.375000 Penalty: 2350.087646
	Iteration 0F: 2 clusters Score -1107103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1097466.125000 Penalty: 4700.175293
	Iteration 0F: 3 clusters Score -1097466 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1100446.750000 Penalty: 4700.175293
	Iteration 1F: 3 clusters Score -1100447 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1100721.625000 Penalty: 4700.175293
	Iteration 2F: 3 clusters Score -1100722 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1100947.250000 Penalty: 4700.175293
	Iteration 3Q: 3 clusters Score -1100947 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1101145.250000 Penalty: 4700.175293
	Iteration 4Q: 3 clusters Score -1101145 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1101360.000000 Penalty: 4700.175293
	Iteration 5Q: 3 clusters Score -1101360 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1101625.500000 Penalty: 4700.175293
	Iteration 6Q: 3 clusters Score -1101626 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1101948.125000 Penalty: 4700.175293
	Iteration 7Q: 3 clusters Score -1101948 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1102332.875000 Penalty: 4700.175293
	Iteration 8Q: 3 clusters Score -1102333 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1102761.625000 Penalty: 4700.175293
	Iteration 9Q: 3 clusters Score -1102762 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1103233.625000 Penalty: 4700.175293
	Iteration 10Q: 3 clusters Score -1103234 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1103715.750000 Penalty: 4700.175293
	Iteration 11Q: 3 clusters Score -1103716 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1104181.000000 Penalty: 4700.175293
	Iteration 12Q: 3 clusters Score -1104181 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1104518.000000 Penalty: 4700.175293
	Iteration 13Q: 3 clusters Score -1104518 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1104695.375000 Penalty: 4700.175293
	Iteration 14Q: 3 clusters Score -1104695 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1104800.250000 Penalty: 4700.175293
	Iteration 15Q: 3 clusters Score -1104800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1104872.375000 Penalty: 4700.175293
	Iteration 16Q: 3 clusters Score -1104872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1104931.250000 Penalty: 4700.175293
	Iteration 17Q: 3 clusters Score -1104931 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1104980.750000 Penalty: 4700.175293
	Iteration 18Q: 3 clusters Score -1104981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1105009.875000 Penalty: 4700.175293
	Iteration 19Q: 3 clusters Score -1105010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1105035.625000 Penalty: 4700.175293
	Iteration 20F: 3 clusters Score -1105036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1105048.500000 Penalty: 4700.175293
	Iteration 21Q: 3 clusters Score -1105048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1105061.250000 Penalty: 4700.175293
	Iteration 22Q: 3 clusters Score -1105061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1105070.875000 Penalty: 4700.175293
	Iteration 23Q: 3 clusters Score -1105071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1105076.500000 Penalty: 4700.175293
	Iteration 24Q: 3 clusters Score -1105076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1105084.625000 Penalty: 4700.175293
	Iteration 25Q: 3 clusters Score -1105085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1105088.000000 Penalty: 4700.175293
	Iteration 26Q: 3 clusters Score -1105088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1105091.500000 Penalty: 4700.175293
	Iteration 27Q: 3 clusters Score -1105092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1105092.750000 Penalty: 4700.175293
	Iteration 28Q: 3 clusters Score -1105093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1105092.750000 Penalty: 4700.175293
	Iteration 29F: 3 clusters Score -1105093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -579003.875000 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -579003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -573115.437500 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -573115.4 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -574874.125000 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -574874.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -575354.750000 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -575354.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -575736.687500 Penalty: 4402.419434
	Iteration 3F: 3 clusters Score -575736.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -576046.937500 Penalty: 4402.419434
	Iteration 4F: 3 clusters Score -576046.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -576280.625000 Penalty: 4402.419434
	Iteration 5Q: 3 clusters Score -576280.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -576471.937500 Penalty: 4402.419434
	Iteration 6Q: 3 clusters Score -576471.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -576607.500000 Penalty: 4402.419434
	Iteration 7Q: 3 clusters Score -576607.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -576717.562500 Penalty: 4402.419434
	Iteration 8Q: 3 clusters Score -576717.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -576811.562500 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -576811.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -576872.437500 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -576872.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -576925.875000 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -576925.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -576972.562500 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -576972.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -577005.687500 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -577005.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -577041.750000 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -577041.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -577074.500000 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -577074.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -577096.875000 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -577096.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -577114.500000 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -577114.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -577135.437500 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -577135.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -577153.750000 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -577153.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -577171.687500 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -577171.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -577194.375000 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -577194.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -577220.000000 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -577220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -577239.937500 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -577239.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -577251.250000 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -577251.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -577264.125000 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -577264.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -577275.375000 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -577275.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -577281.000000 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -577281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -577285.062500 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -577285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -577287.000000 Penalty: 4402.419434
	Iteration 29Q: 3 clusters Score -577287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -577288.625000 Penalty: 4402.419434
	Iteration 30Q: 3 clusters Score -577288.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -577292.000000 Penalty: 4402.419434
	Iteration 31Q: 3 clusters Score -577292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -577290.750000 Penalty: 4402.419434
	Iteration 32Q: 3 clusters Score -577290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -577293.187500 Penalty: 4402.419434
	Iteration 33Q: 3 clusters Score -577293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -577293.250000 Penalty: 4402.419434
	Iteration 34Q: 3 clusters Score -577293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -577294.187500 Penalty: 4402.419434
	Iteration 35Q: 3 clusters Score -577294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -577295.562500 Penalty: 4402.419434
	Iteration 36Q: 3 clusters Score -577295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -577295.625000 Penalty: 4402.419434
	Iteration 37Q: 3 clusters Score -577295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -577296.000000 Penalty: 4402.419434
	Iteration 38Q: 3 clusters Score -577296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -577296.750000 Penalty: 4402.419434
	Iteration 39Q: 3 clusters Score -577296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -577296.312500 Penalty: 4402.419434
	Iteration 40F: 3 clusters Score -577296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -577296.625000 Penalty: 4402.419434
	Iteration 41Q: 3 clusters Score -577296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -577297.812500 Penalty: 4402.419434
	Iteration 42Q: 3 clusters Score -577297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -577299.250000 Penalty: 4402.419434
	Iteration 43Q: 3 clusters Score -577299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -577301.125000 Penalty: 4402.419434
	Iteration 44Q: 3 clusters Score -577301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -577300.625000 Penalty: 4402.419434
	Iteration 45Q: 3 clusters Score -577300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -577300.375000 Penalty: 4402.419434
	Iteration 46Q: 3 clusters Score -577300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -577299.812500 Penalty: 4402.419434
	Iteration 47Q: 3 clusters Score -577299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -577299.937500 Penalty: 4402.419434
	Iteration 48Q: 3 clusters Score -577299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -577301.312500 Penalty: 4402.419434
	Iteration 49Q: 3 clusters Score -577301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -577300.875000 Penalty: 4402.419434
	Iteration 50Q: 3 clusters Score -577300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -577302.125000 Penalty: 4402.419434
	Iteration 51Q: 3 clusters Score -577302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -577302.312500 Penalty: 4402.419434
	Iteration 52Q: 3 clusters Score -577302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -577302.312500 Penalty: 4402.419434
	Iteration 53F: 3 clusters Score -577302.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -280061.062500 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -280061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -276603.000000 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -276603 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -277260.781250 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -277260.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -277392.843750 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -277392.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -277486.843750 Penalty: 4028.990479
	Iteration 3Q: 3 clusters Score -277486.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -277549.031250 Penalty: 4028.990479
	Iteration 4Q: 3 clusters Score -277549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -277602.406250 Penalty: 4028.990479
	Iteration 5Q: 3 clusters Score -277602.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -277642.875000 Penalty: 4028.990479
	Iteration 6Q: 3 clusters Score -277642.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -277696.312500 Penalty: 4028.990479
	Iteration 7Q: 3 clusters Score -277696.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -277763.218750 Penalty: 4028.990479
	Iteration 8Q: 3 clusters Score -277763.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -277853.406250 Penalty: 4028.990479
	Iteration 9Q: 3 clusters Score -277853.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -277986.625000 Penalty: 4028.990479
	Iteration 10Q: 3 clusters Score -277986.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -278199.531250 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -278199.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -278590.687500 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -278590.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -279021.750000 Penalty: 4028.990479
	Iteration 13F: 3 clusters Score -279021.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -279469.281250 Penalty: 4028.990479
	Iteration 14F: 3 clusters Score -279469.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -280011.281250 Penalty: 4028.990479
	Iteration 15F: 3 clusters Score -280011.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -280436.437500 Penalty: 4028.990479
	Iteration 16F: 3 clusters Score -280436.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -280692.093750 Penalty: 4028.990479
	Iteration 17Q: 3 clusters Score -280692.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -280877.062500 Penalty: 4028.990479
	Iteration 18Q: 3 clusters Score -280877.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -280947.437500 Penalty: 4028.990479
	Iteration 19Q: 3 clusters Score -280947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -280956.250000 Penalty: 4028.990479
	Iteration 20F: 3 clusters Score -280956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -280957.781250 Penalty: 4028.990479
	Iteration 21Q: 3 clusters Score -280957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 22Q: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 23F: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 329102 members 
Mstep: Class 23 contains 25607 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7157 members 
Mstep: Class 35 contains 954 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 2417 members 
Entering Unmasked Estep 
Score: -113007152.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113007816.000000 to -113007152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -264960.375000 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -264960.4 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 1581 members 
Entering Unmasked Estep 
Score: -261539.296875 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -261539.3 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -262277.531250 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -262277.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -262515.562500 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -262515.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -262685.625000 Penalty: 3996.459473
	Iteration 3F: 3 clusters Score -262685.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -262781.687500 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -262781.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -262851.625000 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -262851.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -262912.468750 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -262912.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -262962.343750 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -262962.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -263008.281250 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -263008.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -263044.062500 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -263044.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -263081.968750 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -263082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -263125.781250 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -263125.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -263171.187500 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -263171.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -263219.000000 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -263219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -263282.468750 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -263282.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -263348.343750 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -263348.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -263408.218750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -263408.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -263460.750000 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -263460.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -263496.375000 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -263496.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -263539.000000 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -263539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -263581.468750 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -263581.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -263606.812500 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -263606.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -263623.125000 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -263623.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -263637.093750 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -263637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263645.062500 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -263645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -263648.531250 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -263648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -263651.468750 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -263651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263653.875000 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -263653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -263656.718750 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -263656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263659.375000 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -263659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -263661.218750 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -263661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -263662.312500 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -263662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -263663.187500 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -263663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -263665.218750 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -263665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -263666.843750 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -263666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -263669.125000 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -263669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263669.625000 Penalty: 3996.459473
	Iteration 36Q: 3 clusters Score -263669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -263670.781250 Penalty: 3996.459473
	Iteration 37Q: 3 clusters Score -263670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -263671.281250 Penalty: 3996.459473
	Iteration 38Q: 3 clusters Score -263671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -263671.781250 Penalty: 3996.459473
	Iteration 39Q: 3 clusters Score -263671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -263672.718750 Penalty: 3996.459473
	Iteration 40F: 3 clusters Score -263672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -263674.156250 Penalty: 3996.459473
	Iteration 41Q: 3 clusters Score -263674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -263674.156250 Penalty: 3996.459473
	Iteration 42F: 3 clusters Score -263674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 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 457 members 
Entering Unmasked Estep 
Score: -70522.945312 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70522.95 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70816.625000 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70816.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70976.250000 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -70976.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71083.460938 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -71083.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -71135.195312 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -71135.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -71174.476562 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -71174.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -71204.429688 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -71204.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -71227.406250 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -71227.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -71254.015625 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -71254.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -71287.710938 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -71287.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71348.242188 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -71348.24 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -71414.031250 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -71414.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -71465.757812 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -71465.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -71532.781250 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -71532.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -71597.554688 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -71597.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71628.226562 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -71628.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -71664.382812 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -71664.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -71690.593750 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -71690.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71705.023438 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -71705.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71707.945312 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -71707.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -71708.843750 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -71708.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -71716.343750 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -71716.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -71718.851562 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -71718.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -71719.734375 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -71719.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71722.039062 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -71722.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71725.460938 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -71725.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71725.460938 Penalty: 3376.187500
	Iteration 26F: 3 clusters Score -71725.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Entering Unmasked Estep 
Score: -577103.562500 Penalty: 2190.517822
	Iteration 0F: 2 clusters Score -577103.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -571426.312500 Penalty: 4381.035645
	Iteration 0F: 3 clusters Score -571426.3 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -572924.062500 Penalty: 4381.035645
	Iteration 1F: 3 clusters Score -572924.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -573255.937500 Penalty: 4381.035645
	Iteration 2F: 3 clusters Score -573255.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -573489.875000 Penalty: 4381.035645
	Iteration 3F: 3 clusters Score -573489.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -573708.750000 Penalty: 4381.035645
	Iteration 4F: 3 clusters Score -573708.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -573895.812500 Penalty: 4381.035645
	Iteration 5Q: 3 clusters Score -573895.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -574056.562500 Penalty: 4381.035645
	Iteration 6Q: 3 clusters Score -574056.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -574191.812500 Penalty: 4381.035645
	Iteration 7Q: 3 clusters Score -574191.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -574310.062500 Penalty: 4381.035645
	Iteration 8Q: 3 clusters Score -574310.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -574407.750000 Penalty: 4381.035645
	Iteration 9Q: 3 clusters Score -574407.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -574496.375000 Penalty: 4381.035645
	Iteration 10Q: 3 clusters Score -574496.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -574579.562500 Penalty: 4381.035645
	Iteration 11Q: 3 clusters Score -574579.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -574660.375000 Penalty: 4381.035645
	Iteration 12Q: 3 clusters Score -574660.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -574745.312500 Penalty: 4381.035645
	Iteration 13Q: 3 clusters Score -574745.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -574848.562500 Penalty: 4381.035645
	Iteration 14Q: 3 clusters Score -574848.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -574966.562500 Penalty: 4381.035645
	Iteration 15Q: 3 clusters Score -574966.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -575102.375000 Penalty: 4381.035645
	Iteration 16Q: 3 clusters Score -575102.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -575256.375000 Penalty: 4381.035645
	Iteration 17Q: 3 clusters Score -575256.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -575445.437500 Penalty: 4381.035645
	Iteration 18Q: 3 clusters Score -575445.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -575615.250000 Penalty: 4381.035645
	Iteration 19Q: 3 clusters Score -575615.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -575718.500000 Penalty: 4381.035645
	Iteration 20F: 3 clusters Score -575718.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -575775.875000 Penalty: 4381.035645
	Iteration 21Q: 3 clusters Score -575775.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -575804.437500 Penalty: 4381.035645
	Iteration 22Q: 3 clusters Score -575804.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -575823.125000 Penalty: 4381.035645
	Iteration 23Q: 3 clusters Score -575823.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -575832.875000 Penalty: 4381.035645
	Iteration 24Q: 3 clusters Score -575832.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -575841.312500 Penalty: 4381.035645
	Iteration 25Q: 3 clusters Score -575841.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -575854.125000 Penalty: 4381.035645
	Iteration 26Q: 3 clusters Score -575854.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -575866.937500 Penalty: 4381.035645
	Iteration 27Q: 3 clusters Score -575866.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -575876.562500 Penalty: 4381.035645
	Iteration 28Q: 3 clusters Score -575876.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -575888.312500 Penalty: 4381.035645
	Iteration 29Q: 3 clusters Score -575888.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -575900.000000 Penalty: 4381.035645
	Iteration 30Q: 3 clusters Score -575900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -575919.000000 Penalty: 4381.035645
	Iteration 31Q: 3 clusters Score -575919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -575936.187500 Penalty: 4381.035645
	Iteration 32Q: 3 clusters Score -575936.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -575950.937500 Penalty: 4381.035645
	Iteration 33Q: 3 clusters Score -575950.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -575966.000000 Penalty: 4381.035645
	Iteration 34Q: 3 clusters Score -575966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -575981.312500 Penalty: 4381.035645
	Iteration 35Q: 3 clusters Score -575981.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -575996.250000 Penalty: 4381.035645
	Iteration 36Q: 3 clusters Score -575996.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -576013.812500 Penalty: 4381.035645
	Iteration 37Q: 3 clusters Score -576013.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -576034.000000 Penalty: 4381.035645
	Iteration 38Q: 3 clusters Score -576034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -576056.000000 Penalty: 4381.035645
	Iteration 39Q: 3 clusters Score -576056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -576087.937500 Penalty: 4381.035645
	Iteration 40F: 3 clusters Score -576087.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -576123.875000 Penalty: 4381.035645
	Iteration 41Q: 3 clusters Score -576123.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -576151.375000 Penalty: 4381.035645
	Iteration 42Q: 3 clusters Score -576151.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -576188.437500 Penalty: 4381.035645
	Iteration 43Q: 3 clusters Score -576188.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -576227.625000 Penalty: 4381.035645
	Iteration 44Q: 3 clusters Score -576227.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -576258.187500 Penalty: 4381.035645
	Iteration 45Q: 3 clusters Score -576258.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -576287.562500 Penalty: 4381.035645
	Iteration 46Q: 3 clusters Score -576287.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -576315.937500 Penalty: 4381.035645
	Iteration 47Q: 3 clusters Score -576315.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -576334.062500 Penalty: 4381.035645
	Iteration 48Q: 3 clusters Score -576334.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -576350.687500 Penalty: 4381.035645
	Iteration 49Q: 3 clusters Score -576350.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -576364.687500 Penalty: 4381.035645
	Iteration 50Q: 3 clusters Score -576364.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -576381.687500 Penalty: 4381.035645
	Iteration 51Q: 3 clusters Score -576381.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -576395.375000 Penalty: 4381.035645
	Iteration 52Q: 3 clusters Score -576395.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -576409.562500 Penalty: 4381.035645
	Iteration 53Q: 3 clusters Score -576409.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -576422.187500 Penalty: 4381.035645
	Iteration 54Q: 3 clusters Score -576422.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -576439.875000 Penalty: 4381.035645
	Iteration 55Q: 3 clusters Score -576439.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -576452.062500 Penalty: 4381.035645
	Iteration 56Q: 3 clusters Score -576452.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -576462.625000 Penalty: 4381.035645
	Iteration 57Q: 3 clusters Score -576462.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -576480.000000 Penalty: 4381.035645
	Iteration 58Q: 3 clusters Score -576480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -576495.562500 Penalty: 4381.035645
	Iteration 59Q: 3 clusters Score -576495.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -576506.687500 Penalty: 4381.035645
	Iteration 60F: 3 clusters Score -576506.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -576516.000000 Penalty: 4381.035645
	Iteration 61Q: 3 clusters Score -576516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -576517.562500 Penalty: 4381.035645
	Iteration 62Q: 3 clusters Score -576517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -576521.250000 Penalty: 4381.035645
	Iteration 63Q: 3 clusters Score -576521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -576524.562500 Penalty: 4381.035645
	Iteration 64Q: 3 clusters Score -576524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -576527.625000 Penalty: 4381.035645
	Iteration 65Q: 3 clusters Score -576527.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -576532.500000 Penalty: 4381.035645
	Iteration 66Q: 3 clusters Score -576532.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -576535.312500 Penalty: 4381.035645
	Iteration 67Q: 3 clusters Score -576535.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -576538.500000 Penalty: 4381.035645
	Iteration 68Q: 3 clusters Score -576538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -576538.562500 Penalty: 4381.035645
	Iteration 69Q: 3 clusters Score -576538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -576542.812500 Penalty: 4381.035645
	Iteration 70Q: 3 clusters Score -576542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -576542.375000 Penalty: 4381.035645
	Iteration 71Q: 3 clusters Score -576542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -576544.937500 Penalty: 4381.035645
	Iteration 72Q: 3 clusters Score -576544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -576545.937500 Penalty: 4381.035645
	Iteration 73Q: 3 clusters Score -576545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -576547.750000 Penalty: 4381.035645
	Iteration 74Q: 3 clusters Score -576547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -576548.937500 Penalty: 4381.035645
	Iteration 75Q: 3 clusters Score -576548.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -576550.437500 Penalty: 4381.035645
	Iteration 76Q: 3 clusters Score -576550.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -576549.687500 Penalty: 4381.035645
	Iteration 77Q: 3 clusters Score -576549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -576551.687500 Penalty: 4381.035645
	Iteration 78Q: 3 clusters Score -576551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -576553.062500 Penalty: 4381.035645
	Iteration 79Q: 3 clusters Score -576553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -576552.812500 Penalty: 4381.035645
	Iteration 80F: 3 clusters Score -576552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -576552.375000 Penalty: 4381.035645
	Iteration 81Q: 3 clusters Score -576552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -576553.250000 Penalty: 4381.035645
	Iteration 82Q: 3 clusters Score -576553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -576554.187500 Penalty: 4381.035645
	Iteration 83Q: 3 clusters Score -576554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -576554.562500 Penalty: 4381.035645
	Iteration 84Q: 3 clusters Score -576554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -576554.437500 Penalty: 4381.035645
	Iteration 85Q: 3 clusters Score -576554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -576554.187500 Penalty: 4381.035645
	Iteration 86Q: 3 clusters Score -576554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -576555.250000 Penalty: 4381.035645
	Iteration 87Q: 3 clusters Score -576555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -576555.250000 Penalty: 4381.035645
	Iteration 88F: 3 clusters Score -576555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -262387.468750 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -262387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -259054.875000 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -259054.9 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -259933.187500 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -259933.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -260283.406250 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -260283.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -260521.765625 Penalty: 3995.515625
	Iteration 3F: 3 clusters Score -260521.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -260690.656250 Penalty: 3995.515625
	Iteration 4F: 3 clusters Score -260690.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -260798.562500 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -260798.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -260847.171875 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -260847.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -260876.609375 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -260876.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -260894.328125 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -260894.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -260901.484375 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -260901.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -260906.546875 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -260906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -260909.625000 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -260909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -260913.828125 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -260913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -260915.515625 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -260915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -260918.890625 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -260918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -260918.687500 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -260918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -260918.906250 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -260918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -260919.328125 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -260919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -260919.328125 Penalty: 3995.515625
	Iteration 18F: 3 clusters Score -260919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 329102 members 
Mstep: Class 23 contains 25607 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21064 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13045 members 
Mstep: Class 34 contains 7157 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6855 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007800.000000 Penalty: 136387.296875
Iteration 399Q: 40 clusters Score -1.130078e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101640 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8274 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5826 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7185 members 
Mstep: Class 22 contains 329102 members 
Mstep: Class 23 contains 25605 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21063 members 
Mstep: Class 30 contains 14480 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7158 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6856 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007864.000000 Penalty: 136387.296875
Iteration 400F: 40 clusters Score -1.130079e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16890 members 
Mstep: Class 18 contains 25941 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7190 members 
Mstep: Class 22 contains 329101 members 
Mstep: Class 23 contains 25601 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33079 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21062 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7156 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007784.000000 Penalty: 136387.296875
Iteration 401Q: 40 clusters Score -1.130078e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16893 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25596 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33078 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3063 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14168 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7157 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007736.000000 Penalty: 136387.296875
Iteration 402Q: 40 clusters Score -1.130077e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4946 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16895 members 
Mstep: Class 18 contains 25942 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25593 members 
Mstep: Class 24 contains 53471 members 
Mstep: Class 25 contains 33074 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21059 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007760.000000 Penalty: 136387.296875
Iteration 403Q: 40 clusters Score -1.130078e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25940 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28961 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 329100 members 
Mstep: Class 23 contains 25589 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007752.000000 Penalty: 136387.296875
Iteration 404Q: 40 clusters Score -1.130078e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8271 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 329098 members 
Mstep: Class 23 contains 25585 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33072 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21060 members 
Mstep: Class 30 contains 14483 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7163 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007776.000000 Penalty: 136387.296875
Iteration 405Q: 40 clusters Score -1.130078e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25583 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14483 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7163 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007728.000000 Penalty: 136387.296875
Iteration 406Q: 40 clusters Score -1.130077e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7212 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25582 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7163 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007744.000000 Penalty: 136387.296875
Iteration 407Q: 40 clusters Score -1.130077e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7213 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25582 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7162 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007752.000000 Penalty: 136387.296875
Iteration 408Q: 40 clusters Score -1.130078e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7214 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25582 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007728.000000 Penalty: 136387.296875
Iteration 409Q: 40 clusters Score -1.130077e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7216 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25581 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14482 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007704.000000 Penalty: 136387.296875
Iteration 410Q: 40 clusters Score -1.130077e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25581 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007720.000000 Penalty: 136387.296875
Iteration 411Q: 40 clusters Score -1.130077e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25581 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007720.000000 Penalty: 136387.296875
Iteration 412F: 40 clusters Score -1.130077e+08 nChanged 0
Entering ConstructFrom: 
Score: -113007720.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (59237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Entering Unmasked Estep 
Score: -5268601.000000 Penalty: 2725.346924
	Iteration 0F: 2 clusters Score -5268601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -5228605.500000 Penalty: 5450.693848
	Iteration 0F: 3 clusters Score -5228606 nChanged 27583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -5243985.000000 Penalty: 5450.693848
	Iteration 1F: 3 clusters Score -5243985 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -5244530.500000 Penalty: 5450.693848
	Iteration 2Q: 3 clusters Score -5244530 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -5245170.000000 Penalty: 5450.693848
	Iteration 3Q: 3 clusters Score -5245170 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -5245908.000000 Penalty: 5450.693848
	Iteration 4Q: 3 clusters Score -5245908 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5246890.500000 Penalty: 5450.693848
	Iteration 5Q: 3 clusters Score -5246890 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5248328.000000 Penalty: 5450.693848
	Iteration 6Q: 3 clusters Score -5248328 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5250466.500000 Penalty: 5450.693848
	Iteration 7F: 3 clusters Score -5250466 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5253164.500000 Penalty: 5450.693848
	Iteration 8F: 3 clusters Score -5253164 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -5256185.000000 Penalty: 5450.693848
	Iteration 9F: 3 clusters Score -5256185 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5259032.000000 Penalty: 5450.693848
	Iteration 10F: 3 clusters Score -5259032 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5261404.500000 Penalty: 5450.693848
	Iteration 11F: 3 clusters Score -5261404 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -5263180.000000 Penalty: 5450.693848
	Iteration 12Q: 3 clusters Score -5263180 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5264399.000000 Penalty: 5450.693848
	Iteration 13Q: 3 clusters Score -5264399 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5265196.500000 Penalty: 5450.693848
	Iteration 14Q: 3 clusters Score -5265196 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5265630.000000 Penalty: 5450.693848
	Iteration 15Q: 3 clusters Score -5265630 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5265884.500000 Penalty: 5450.693848
	Iteration 16Q: 3 clusters Score -5265884 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5266032.500000 Penalty: 5450.693848
	Iteration 17Q: 3 clusters Score -5266032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5266120.000000 Penalty: 5450.693848
	Iteration 18Q: 3 clusters Score -5266120 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5266181.000000 Penalty: 5450.693848
	Iteration 19Q: 3 clusters Score -5266181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5266227.500000 Penalty: 5450.693848
	Iteration 20F: 3 clusters Score -5266228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5266263.000000 Penalty: 5450.693848
	Iteration 21Q: 3 clusters Score -5266263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5266301.500000 Penalty: 5450.693848
	Iteration 22Q: 3 clusters Score -5266302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5266317.000000 Penalty: 5450.693848
	Iteration 23Q: 3 clusters Score -5266317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5266319.000000 Penalty: 5450.693848
	Iteration 24Q: 3 clusters Score -5266319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5266330.500000 Penalty: 5450.693848
	Iteration 25Q: 3 clusters Score -5266330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5266330.000000 Penalty: 5450.693848
	Iteration 26Q: 3 clusters Score -5266330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5266333.000000 Penalty: 5450.693848
	Iteration 27Q: 3 clusters Score -5266333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5266354.000000 Penalty: 5450.693848
	Iteration 28Q: 3 clusters Score -5266354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5266358.500000 Penalty: 5450.693848
	Iteration 29Q: 3 clusters Score -5266358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5266362.000000 Penalty: 5450.693848
	Iteration 30Q: 3 clusters Score -5266362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5266364.000000 Penalty: 5450.693848
	Iteration 31Q: 3 clusters Score -5266364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5266362.000000 Penalty: 5450.693848
	Iteration 32Q: 3 clusters Score -5266362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5266360.000000 Penalty: 5450.693848
	Iteration 33Q: 3 clusters Score -5266360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5266361.000000 Penalty: 5450.693848
	Iteration 34Q: 3 clusters Score -5266361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5266367.000000 Penalty: 5450.693848
	Iteration 35Q: 3 clusters Score -5266367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5266363.000000 Penalty: 5450.693848
	Iteration 36Q: 3 clusters Score -5266363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5266366.500000 Penalty: 5450.693848
	Iteration 37Q: 3 clusters Score -5266366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5266369.000000 Penalty: 5450.693848
	Iteration 38Q: 3 clusters Score -5266369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5266372.500000 Penalty: 5450.693848
	Iteration 39Q: 3 clusters Score -5266372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5266374.500000 Penalty: 5450.693848
	Iteration 40F: 3 clusters Score -5266374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5266371.000000 Penalty: 5450.693848
	Iteration 41Q: 3 clusters Score -5266371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5266382.000000 Penalty: 5450.693848
	Iteration 42Q: 3 clusters Score -5266382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5266382.500000 Penalty: 5450.693848
	Iteration 43Q: 3 clusters Score -5266382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5266380.000000 Penalty: 5450.693848
	Iteration 44Q: 3 clusters Score -5266380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5266383.500000 Penalty: 5450.693848
	Iteration 45Q: 3 clusters Score -5266384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5266383.500000 Penalty: 5450.693848
	Iteration 46F: 3 clusters Score -5266384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Entering Unmasked Estep 
Score: -454285.281250 Penalty: 2163.118896
	Iteration 0F: 2 clusters Score -454285.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -449034.218750 Penalty: 4326.237793
	Iteration 0F: 3 clusters Score -449034.2 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -450427.343750 Penalty: 4326.237793
	Iteration 1F: 3 clusters Score -450427.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -450673.812500 Penalty: 4326.237793
	Iteration 2F: 3 clusters Score -450673.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -450845.218750 Penalty: 4326.237793
	Iteration 3F: 3 clusters Score -450845.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -450976.093750 Penalty: 4326.237793
	Iteration 4Q: 3 clusters Score -450976.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -451108.312500 Penalty: 4326.237793
	Iteration 5Q: 3 clusters Score -451108.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -451244.875000 Penalty: 4326.237793
	Iteration 6Q: 3 clusters Score -451244.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -451426.156250 Penalty: 4326.237793
	Iteration 7Q: 3 clusters Score -451426.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -451641.781250 Penalty: 4326.237793
	Iteration 8Q: 3 clusters Score -451641.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -451907.812500 Penalty: 4326.237793
	Iteration 9Q: 3 clusters Score -451907.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -452200.843750 Penalty: 4326.237793
	Iteration 10F: 3 clusters Score -452200.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -452498.625000 Penalty: 4326.237793
	Iteration 11Q: 3 clusters Score -452498.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -452704.093750 Penalty: 4326.237793
	Iteration 12Q: 3 clusters Score -452704.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -452839.562500 Penalty: 4326.237793
	Iteration 13Q: 3 clusters Score -452839.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -452924.718750 Penalty: 4326.237793
	Iteration 14Q: 3 clusters Score -452924.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -452979.968750 Penalty: 4326.237793
	Iteration 15Q: 3 clusters Score -452980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -453021.437500 Penalty: 4326.237793
	Iteration 16Q: 3 clusters Score -453021.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -453049.218750 Penalty: 4326.237793
	Iteration 17Q: 3 clusters Score -453049.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -453065.093750 Penalty: 4326.237793
	Iteration 18Q: 3 clusters Score -453065.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -453075.937500 Penalty: 4326.237793
	Iteration 19Q: 3 clusters Score -453075.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -453086.875000 Penalty: 4326.237793
	Iteration 20F: 3 clusters Score -453086.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -453096.125000 Penalty: 4326.237793
	Iteration 21Q: 3 clusters Score -453096.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -453104.000000 Penalty: 4326.237793
	Iteration 22Q: 3 clusters Score -453104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -453107.500000 Penalty: 4326.237793
	Iteration 23Q: 3 clusters Score -453107.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -453112.312500 Penalty: 4326.237793
	Iteration 24Q: 3 clusters Score -453112.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -453115.906250 Penalty: 4326.237793
	Iteration 25Q: 3 clusters Score -453115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -453118.687500 Penalty: 4326.237793
	Iteration 26Q: 3 clusters Score -453118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -453119.812500 Penalty: 4326.237793
	Iteration 27Q: 3 clusters Score -453119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -453121.750000 Penalty: 4326.237793
	Iteration 28Q: 3 clusters Score -453121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -453123.218750 Penalty: 4326.237793
	Iteration 29Q: 3 clusters Score -453123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -453124.625000 Penalty: 4326.237793
	Iteration 30Q: 3 clusters Score -453124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -453125.593750 Penalty: 4326.237793
	Iteration 31Q: 3 clusters Score -453125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -453125.531250 Penalty: 4326.237793
	Iteration 32Q: 3 clusters Score -453125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -453127.093750 Penalty: 4326.237793
	Iteration 33Q: 3 clusters Score -453127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -453127.531250 Penalty: 4326.237793
	Iteration 34Q: 3 clusters Score -453127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -453127.968750 Penalty: 4326.237793
	Iteration 35Q: 3 clusters Score -453128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -453127.875000 Penalty: 4326.237793
	Iteration 36Q: 3 clusters Score -453127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -453128.750000 Penalty: 4326.237793
	Iteration 37Q: 3 clusters Score -453128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -453129.843750 Penalty: 4326.237793
	Iteration 38Q: 3 clusters Score -453129.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -453129.281250 Penalty: 4326.237793
	Iteration 39Q: 3 clusters Score -453129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -453129.593750 Penalty: 4326.237793
	Iteration 40F: 3 clusters Score -453129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -453131.531250 Penalty: 4326.237793
	Iteration 41Q: 3 clusters Score -453131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -453131.843750 Penalty: 4326.237793
	Iteration 42Q: 3 clusters Score -453131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -453133.843750 Penalty: 4326.237793
	Iteration 43Q: 3 clusters Score -453133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -453133.187500 Penalty: 4326.237793
	Iteration 44Q: 3 clusters Score -453133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -453132.968750 Penalty: 4326.237793
	Iteration 45Q: 3 clusters Score -453133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -453133.468750 Penalty: 4326.237793
	Iteration 46Q: 3 clusters Score -453133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -453133.750000 Penalty: 4326.237793
	Iteration 47Q: 3 clusters Score -453133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -453134.125000 Penalty: 4326.237793
	Iteration 48Q: 3 clusters Score -453134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -453134.125000 Penalty: 4326.237793
	Iteration 49F: 3 clusters Score -453134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Entering Unmasked Estep 
Score: -8924560.000000 Penalty: 2859.242188
	Iteration 0F: 2 clusters Score -8924560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -8856531.000000 Penalty: 5718.484375
	Iteration 0F: 3 clusters Score -8856531 nChanged 47979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -8883726.000000 Penalty: 5718.484375
	Iteration 1F: 3 clusters Score -8883726 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8884598.000000 Penalty: 5718.484375
	Iteration 2Q: 3 clusters Score -8884598 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -8885770.000000 Penalty: 5718.484375
	Iteration 3Q: 3 clusters Score -8885770 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -8887317.000000 Penalty: 5718.484375
	Iteration 4Q: 3 clusters Score -8887317 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -8889979.000000 Penalty: 5718.484375
	Iteration 5F: 3 clusters Score -8889979 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -8894642.000000 Penalty: 5718.484375
	Iteration 6F: 3 clusters Score -8894642 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -8902196.000000 Penalty: 5718.484375
	Iteration 7F: 3 clusters Score -8902196 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -8910612.000000 Penalty: 5718.484375
	Iteration 8F: 3 clusters Score -8910612 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96611 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8917245.000000 Penalty: 5718.484375
	Iteration 9F: 3 clusters Score -8917245 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8920460.000000 Penalty: 5718.484375
	Iteration 10Q: 3 clusters Score -8920460 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8921451.000000 Penalty: 5718.484375
	Iteration 11Q: 3 clusters Score -8921451 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8921815.000000 Penalty: 5718.484375
	Iteration 12Q: 3 clusters Score -8921815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8921967.000000 Penalty: 5718.484375
	Iteration 13Q: 3 clusters Score -8921967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8922005.000000 Penalty: 5718.484375
	Iteration 14Q: 3 clusters Score -8922005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8922027.000000 Penalty: 5718.484375
	Iteration 15Q: 3 clusters Score -8922027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8922047.000000 Penalty: 5718.484375
	Iteration 16Q: 3 clusters Score -8922047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101354 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8922056.000000 Penalty: 5718.484375
	Iteration 17Q: 3 clusters Score -8922056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101357 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8922067.000000 Penalty: 5718.484375
	Iteration 18Q: 3 clusters Score -8922067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8922073.000000 Penalty: 5718.484375
	Iteration 19Q: 3 clusters Score -8922073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8922078.000000 Penalty: 5718.484375
	Iteration 20F: 3 clusters Score -8922078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8922083.000000 Penalty: 5718.484375
	Iteration 21Q: 3 clusters Score -8922083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8922079.000000 Penalty: 5718.484375
	Iteration 22Q: 3 clusters Score -8922079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8922076.000000 Penalty: 5718.484375
	Iteration 23Q: 3 clusters Score -8922076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8922080.000000 Penalty: 5718.484375
	Iteration 24Q: 3 clusters Score -8922080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8922084.000000 Penalty: 5718.484375
	Iteration 25Q: 3 clusters Score -8922084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8922081.000000 Penalty: 5718.484375
	Iteration 26Q: 3 clusters Score -8922081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8922082.000000 Penalty: 5718.484375
	Iteration 27Q: 3 clusters Score -8922082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8922082.000000 Penalty: 5718.484375
	Iteration 28F: 3 clusters Score -8922082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Entering Unmasked Estep 
Score: -831485.312500 Penalty: 2280.063477
	Iteration 0F: 2 clusters Score -831485.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -823953.687500 Penalty: 4560.126953
	Iteration 0F: 3 clusters Score -823953.7 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -826237.750000 Penalty: 4560.126953
	Iteration 1F: 3 clusters Score -826237.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -826592.562500 Penalty: 4560.126953
	Iteration 2F: 3 clusters Score -826592.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -826933.500000 Penalty: 4560.126953
	Iteration 3F: 3 clusters Score -826933.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -827340.500000 Penalty: 4560.126953
	Iteration 4F: 3 clusters Score -827340.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -827795.625000 Penalty: 4560.126953
	Iteration 5F: 3 clusters Score -827795.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -828285.625000 Penalty: 4560.126953
	Iteration 6F: 3 clusters Score -828285.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -828753.500000 Penalty: 4560.126953
	Iteration 7F: 3 clusters Score -828753.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -829141.812500 Penalty: 4560.126953
	Iteration 8Q: 3 clusters Score -829141.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -829534.000000 Penalty: 4560.126953
	Iteration 9Q: 3 clusters Score -829534 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -829960.500000 Penalty: 4560.126953
	Iteration 10Q: 3 clusters Score -829960.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -830323.625000 Penalty: 4560.126953
	Iteration 11Q: 3 clusters Score -830323.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -830571.437500 Penalty: 4560.126953
	Iteration 12Q: 3 clusters Score -830571.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -830699.312500 Penalty: 4560.126953
	Iteration 13Q: 3 clusters Score -830699.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -830748.187500 Penalty: 4560.126953
	Iteration 14Q: 3 clusters Score -830748.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -830768.187500 Penalty: 4560.126953
	Iteration 15Q: 3 clusters Score -830768.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -830779.000000 Penalty: 4560.126953
	Iteration 16Q: 3 clusters Score -830779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -830782.687500 Penalty: 4560.126953
	Iteration 17Q: 3 clusters Score -830782.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -830784.375000 Penalty: 4560.126953
	Iteration 18Q: 3 clusters Score -830784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -830784.875000 Penalty: 4560.126953
	Iteration 19Q: 3 clusters Score -830784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -830785.250000 Penalty: 4560.126953
	Iteration 20F: 3 clusters Score -830785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Entering Unmasked Estep 
Score: -1005408.625000 Penalty: 2338.350586
	Iteration 0F: 2 clusters Score -1005409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -996172.437500 Penalty: 4676.701172
	Iteration 0F: 3 clusters Score -996172.4 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -999042.437500 Penalty: 4676.701172
	Iteration 1F: 3 clusters Score -999042.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -999441.562500 Penalty: 4676.701172
	Iteration 2F: 3 clusters Score -999441.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -999803.625000 Penalty: 4676.701172
	Iteration 3F: 3 clusters Score -999803.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1000213.625000 Penalty: 4676.701172
	Iteration 4F: 3 clusters Score -1000214 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1000630.500000 Penalty: 4676.701172
	Iteration 5F: 3 clusters Score -1000630 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1001105.500000 Penalty: 4676.701172
	Iteration 6F: 3 clusters Score -1001106 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1001598.125000 Penalty: 4676.701172
	Iteration 7F: 3 clusters Score -1001598 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1002038.500000 Penalty: 4676.701172
	Iteration 8Q: 3 clusters Score -1002038 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1002417.312500 Penalty: 4676.701172
	Iteration 9Q: 3 clusters Score -1002417 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1002720.562500 Penalty: 4676.701172
	Iteration 10Q: 3 clusters Score -1002721 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1002948.125000 Penalty: 4676.701172
	Iteration 11Q: 3 clusters Score -1002948 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1003129.875000 Penalty: 4676.701172
	Iteration 12Q: 3 clusters Score -1003130 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1003241.812500 Penalty: 4676.701172
	Iteration 13Q: 3 clusters Score -1003242 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1003321.375000 Penalty: 4676.701172
	Iteration 14Q: 3 clusters Score -1003321 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1003393.062500 Penalty: 4676.701172
	Iteration 15Q: 3 clusters Score -1003393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1003463.125000 Penalty: 4676.701172
	Iteration 16Q: 3 clusters Score -1003463 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1003524.562500 Penalty: 4676.701172
	Iteration 17Q: 3 clusters Score -1003525 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1003571.562500 Penalty: 4676.701172
	Iteration 18Q: 3 clusters Score -1003572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1003605.875000 Penalty: 4676.701172
	Iteration 19Q: 3 clusters Score -1003606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1003635.437500 Penalty: 4676.701172
	Iteration 20F: 3 clusters Score -1003635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1003657.625000 Penalty: 4676.701172
	Iteration 21Q: 3 clusters Score -1003658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1003681.875000 Penalty: 4676.701172
	Iteration 22Q: 3 clusters Score -1003682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1003714.000000 Penalty: 4676.701172
	Iteration 23Q: 3 clusters Score -1003714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1003750.562500 Penalty: 4676.701172
	Iteration 24Q: 3 clusters Score -1003751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1003788.250000 Penalty: 4676.701172
	Iteration 25Q: 3 clusters Score -1003788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1003845.562500 Penalty: 4676.701172
	Iteration 26Q: 3 clusters Score -1003846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1003884.875000 Penalty: 4676.701172
	Iteration 27Q: 3 clusters Score -1003885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1003919.500000 Penalty: 4676.701172
	Iteration 28Q: 3 clusters Score -1003920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1003940.750000 Penalty: 4676.701172
	Iteration 29Q: 3 clusters Score -1003941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1003961.875000 Penalty: 4676.701172
	Iteration 30Q: 3 clusters Score -1003962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1003978.750000 Penalty: 4676.701172
	Iteration 31Q: 3 clusters Score -1003979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1003986.000000 Penalty: 4676.701172
	Iteration 32Q: 3 clusters Score -1003986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1003993.812500 Penalty: 4676.701172
	Iteration 33Q: 3 clusters Score -1003994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1004001.000000 Penalty: 4676.701172
	Iteration 34Q: 3 clusters Score -1004001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1004007.812500 Penalty: 4676.701172
	Iteration 35Q: 3 clusters Score -1004008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1004014.062500 Penalty: 4676.701172
	Iteration 36Q: 3 clusters Score -1004014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1004018.250000 Penalty: 4676.701172
	Iteration 37Q: 3 clusters Score -1004018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1004019.437500 Penalty: 4676.701172
	Iteration 38Q: 3 clusters Score -1004019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1004024.312500 Penalty: 4676.701172
	Iteration 39Q: 3 clusters Score -1004024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1004027.937500 Penalty: 4676.701172
	Iteration 40F: 3 clusters Score -1004028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1004031.500000 Penalty: 4676.701172
	Iteration 41Q: 3 clusters Score -1004032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1004037.375000 Penalty: 4676.701172
	Iteration 42Q: 3 clusters Score -1004037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1004037.000000 Penalty: 4676.701172
	Iteration 43Q: 3 clusters Score -1004037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1004040.375000 Penalty: 4676.701172
	Iteration 44Q: 3 clusters Score -1004040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1004048.000000 Penalty: 4676.701172
	Iteration 45Q: 3 clusters Score -1004048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1004057.750000 Penalty: 4676.701172
	Iteration 46Q: 3 clusters Score -1004058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1004066.625000 Penalty: 4676.701172
	Iteration 47Q: 3 clusters Score -1004067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1004074.187500 Penalty: 4676.701172
	Iteration 48Q: 3 clusters Score -1004074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1004082.625000 Penalty: 4676.701172
	Iteration 49Q: 3 clusters Score -1004083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1004093.437500 Penalty: 4676.701172
	Iteration 50Q: 3 clusters Score -1004093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1004102.937500 Penalty: 4676.701172
	Iteration 51Q: 3 clusters Score -1004103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1004113.812500 Penalty: 4676.701172
	Iteration 52Q: 3 clusters Score -1004114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1004120.062500 Penalty: 4676.701172
	Iteration 53Q: 3 clusters Score -1004120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1004124.062500 Penalty: 4676.701172
	Iteration 54Q: 3 clusters Score -1004124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1004129.250000 Penalty: 4676.701172
	Iteration 55Q: 3 clusters Score -1004129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1004130.250000 Penalty: 4676.701172
	Iteration 56Q: 3 clusters Score -1004130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1004136.187500 Penalty: 4676.701172
	Iteration 57Q: 3 clusters Score -1004136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1004136.812500 Penalty: 4676.701172
	Iteration 58Q: 3 clusters Score -1004137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1004139.562500 Penalty: 4676.701172
	Iteration 59Q: 3 clusters Score -1004140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1004142.250000 Penalty: 4676.701172
	Iteration 60F: 3 clusters Score -1004142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1004142.062500 Penalty: 4676.701172
	Iteration 61Q: 3 clusters Score -1004142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1004141.375000 Penalty: 4676.701172
	Iteration 62Q: 3 clusters Score -1004141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1004142.687500 Penalty: 4676.701172
	Iteration 63Q: 3 clusters Score -1004143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1004144.562500 Penalty: 4676.701172
	Iteration 64Q: 3 clusters Score -1004145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1004146.187500 Penalty: 4676.701172
	Iteration 65Q: 3 clusters Score -1004146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1004146.875000 Penalty: 4676.701172
	Iteration 66Q: 3 clusters Score -1004147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1004148.562500 Penalty: 4676.701172
	Iteration 67Q: 3 clusters Score -1004149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1004149.812500 Penalty: 4676.701172
	Iteration 68Q: 3 clusters Score -1004150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1004152.812500 Penalty: 4676.701172
	Iteration 69Q: 3 clusters Score -1004153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1004156.187500 Penalty: 4676.701172
	Iteration 70Q: 3 clusters Score -1004156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1004161.000000 Penalty: 4676.701172
	Iteration 71Q: 3 clusters Score -1004161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1004164.562500 Penalty: 4676.701172
	Iteration 72Q: 3 clusters Score -1004165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1004164.562500 Penalty: 4676.701172
	Iteration 73Q: 3 clusters Score -1004165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1004170.375000 Penalty: 4676.701172
	Iteration 74Q: 3 clusters Score -1004170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1004172.625000 Penalty: 4676.701172
	Iteration 75Q: 3 clusters Score -1004173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1004175.500000 Penalty: 4676.701172
	Iteration 76Q: 3 clusters Score -1004176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1004177.937500 Penalty: 4676.701172
	Iteration 77Q: 3 clusters Score -1004178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1004181.187500 Penalty: 4676.701172
	Iteration 78Q: 3 clusters Score -1004181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1004188.250000 Penalty: 4676.701172
	Iteration 79Q: 3 clusters Score -1004188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1004191.187500 Penalty: 4676.701172
	Iteration 80F: 3 clusters Score -1004191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1004193.187500 Penalty: 4676.701172
	Iteration 81Q: 3 clusters Score -1004193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1004199.812500 Penalty: 4676.701172
	Iteration 82Q: 3 clusters Score -1004200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1004204.250000 Penalty: 4676.701172
	Iteration 83Q: 3 clusters Score -1004204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1004210.937500 Penalty: 4676.701172
	Iteration 84Q: 3 clusters Score -1004211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1004217.250000 Penalty: 4676.701172
	Iteration 85Q: 3 clusters Score -1004217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1004224.500000 Penalty: 4676.701172
	Iteration 86Q: 3 clusters Score -1004224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1004230.687500 Penalty: 4676.701172
	Iteration 87Q: 3 clusters Score -1004231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1004240.375000 Penalty: 4676.701172
	Iteration 88Q: 3 clusters Score -1004240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1004243.187500 Penalty: 4676.701172
	Iteration 89Q: 3 clusters Score -1004243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1004251.250000 Penalty: 4676.701172
	Iteration 90Q: 3 clusters Score -1004251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1004250.187500 Penalty: 4676.701172
	Iteration 91Q: 3 clusters Score -1004250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1004251.875000 Penalty: 4676.701172
	Iteration 92Q: 3 clusters Score -1004252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1004255.062500 Penalty: 4676.701172
	Iteration 93Q: 3 clusters Score -1004255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1004256.625000 Penalty: 4676.701172
	Iteration 94Q: 3 clusters Score -1004257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1004257.687500 Penalty: 4676.701172
	Iteration 95Q: 3 clusters Score -1004258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1004257.687500 Penalty: 4676.701172
	Iteration 96F: 3 clusters Score -1004258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Entering Unmasked Estep 
Score: -1348387.750000 Penalty: 2381.524658
	Iteration 0F: 2 clusters Score -1348388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1337746.125000 Penalty: 4763.049316
	Iteration 0F: 3 clusters Score -1337746 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1341088.500000 Penalty: 4763.049316
	Iteration 1F: 3 clusters Score -1341088 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1341410.000000 Penalty: 4763.049316
	Iteration 2F: 3 clusters Score -1341410 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1341657.000000 Penalty: 4763.049316
	Iteration 3Q: 3 clusters Score -1341657 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1341890.000000 Penalty: 4763.049316
	Iteration 4Q: 3 clusters Score -1341890 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1342130.250000 Penalty: 4763.049316
	Iteration 5Q: 3 clusters Score -1342130 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1342405.500000 Penalty: 4763.049316
	Iteration 6Q: 3 clusters Score -1342406 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1342757.625000 Penalty: 4763.049316
	Iteration 7Q: 3 clusters Score -1342758 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1343206.375000 Penalty: 4763.049316
	Iteration 8Q: 3 clusters Score -1343206 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1343717.000000 Penalty: 4763.049316
	Iteration 9F: 3 clusters Score -1343717 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1344277.250000 Penalty: 4763.049316
	Iteration 10Q: 3 clusters Score -1344277 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1344835.750000 Penalty: 4763.049316
	Iteration 11Q: 3 clusters Score -1344836 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1345295.000000 Penalty: 4763.049316
	Iteration 12Q: 3 clusters Score -1345295 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1345631.375000 Penalty: 4763.049316
	Iteration 13Q: 3 clusters Score -1345631 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1345842.875000 Penalty: 4763.049316
	Iteration 14Q: 3 clusters Score -1345843 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1345969.750000 Penalty: 4763.049316
	Iteration 15Q: 3 clusters Score -1345970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1346058.625000 Penalty: 4763.049316
	Iteration 16Q: 3 clusters Score -1346059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1346125.250000 Penalty: 4763.049316
	Iteration 17Q: 3 clusters Score -1346125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1346189.125000 Penalty: 4763.049316
	Iteration 18Q: 3 clusters Score -1346189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1346218.625000 Penalty: 4763.049316
	Iteration 19Q: 3 clusters Score -1346219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1346242.500000 Penalty: 4763.049316
	Iteration 20F: 3 clusters Score -1346242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1346261.000000 Penalty: 4763.049316
	Iteration 21Q: 3 clusters Score -1346261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1346270.750000 Penalty: 4763.049316
	Iteration 22Q: 3 clusters Score -1346271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1346279.875000 Penalty: 4763.049316
	Iteration 23Q: 3 clusters Score -1346280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1346282.875000 Penalty: 4763.049316
	Iteration 24Q: 3 clusters Score -1346283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1346291.500000 Penalty: 4763.049316
	Iteration 25Q: 3 clusters Score -1346292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1346297.375000 Penalty: 4763.049316
	Iteration 26Q: 3 clusters Score -1346297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1346302.375000 Penalty: 4763.049316
	Iteration 27Q: 3 clusters Score -1346302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1346305.625000 Penalty: 4763.049316
	Iteration 28Q: 3 clusters Score -1346306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1346307.750000 Penalty: 4763.049316
	Iteration 29Q: 3 clusters Score -1346308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1346312.000000 Penalty: 4763.049316
	Iteration 30Q: 3 clusters Score -1346312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1346315.375000 Penalty: 4763.049316
	Iteration 31Q: 3 clusters Score -1346315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1346315.375000 Penalty: 4763.049316
	Iteration 32F: 3 clusters Score -1346315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -591679.437500 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -591679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -585895.250000 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -585895.2 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -587587.187500 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -587587.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -587980.562500 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -587980.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -588279.625000 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -588279.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -588564.500000 Penalty: 4395.300293
	Iteration 4F: 3 clusters Score -588564.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -588838.312500 Penalty: 4395.300293
	Iteration 5F: 3 clusters Score -588838.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -589092.125000 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -589092.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -589324.625000 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -589324.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -589510.062500 Penalty: 4395.300293
	Iteration 8Q: 3 clusters Score -589510.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -589649.562500 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -589649.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -589756.437500 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -589756.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -589848.125000 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -589848.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -589923.062500 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -589923.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -589981.125000 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -589981.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -590031.187500 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -590031.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -590071.437500 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -590071.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -590116.750000 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -590116.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -590163.187500 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -590163.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -590200.062500 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -590200.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -590222.375000 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -590222.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -590245.500000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -590245.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -590264.187500 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -590264.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -590276.875000 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -590276.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -590287.375000 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -590287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -590291.812500 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -590291.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -590296.187500 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -590296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -590297.875000 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -590297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -590300.187500 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -590300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -590300.812500 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -590300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -590301.500000 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -590301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -590304.125000 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -590304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -590304.312500 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -590304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -590303.250000 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -590303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -590303.875000 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -590303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -590304.500000 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -590304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -590304.625000 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -590304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -590304.875000 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -590304.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -590304.875000 Penalty: 4395.300293
	Iteration 37F: 3 clusters Score -590304.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (412902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412902 members 
Entering Unmasked Estep 
Score: -36480784.000000 Penalty: 3206.879395
	Iteration 0F: 2 clusters Score -3.648078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206537 members 
Mstep: Class 2 contains 206365 members 
Entering Unmasked Estep 
Score: -36202676.000000 Penalty: 6413.758789
	Iteration 0F: 3 clusters Score -3.620268e+07 nChanged 200617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210684 members 
Mstep: Class 2 contains 202218 members 
Entering Unmasked Estep 
Score: -36321184.000000 Penalty: 6413.758789
	Iteration 1F: 3 clusters Score -3.632118e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213959 members 
Mstep: Class 2 contains 198943 members 
Entering Unmasked Estep 
Score: -36322560.000000 Penalty: 6413.758789
	Iteration 2Q: 3 clusters Score -3.632256e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219258 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -36324836.000000 Penalty: 6413.758789
	Iteration 3Q: 3 clusters Score -3.632484e+07 nChanged 14688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227430 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -36329624.000000 Penalty: 6413.758789
	Iteration 4Q: 3 clusters Score -3.632962e+07 nChanged 19522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239978 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -36338308.000000 Penalty: 6413.758789
	Iteration 5Q: 3 clusters Score -3.633831e+07 nChanged 25102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257778 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -36352412.000000 Penalty: 6413.758789
	Iteration 6F: 3 clusters Score -3.635241e+07 nChanged 30212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280596 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -36372088.000000 Penalty: 6413.758789
	Iteration 7F: 3 clusters Score -3.637209e+07 nChanged 31332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305940 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -36393692.000000 Penalty: 6413.758789
	Iteration 8F: 3 clusters Score -3.639369e+07 nChanged 28295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330467 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -36413432.000000 Penalty: 6413.758789
	Iteration 9F: 3 clusters Score -3.641343e+07 nChanged 22997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352048 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -36430052.000000 Penalty: 6413.758789
	Iteration 10F: 3 clusters Score -3.643005e+07 nChanged 18608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370400 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -36443580.000000 Penalty: 6413.758789
	Iteration 11Q: 3 clusters Score -3.644358e+07 nChanged 15282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385674 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -36455076.000000 Penalty: 6413.758789
	Iteration 12Q: 3 clusters Score -3.645508e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397175 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -36464368.000000 Penalty: 6413.758789
	Iteration 13Q: 3 clusters Score -3.646437e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405006 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -36471256.000000 Penalty: 6413.758789
	Iteration 14Q: 3 clusters Score -3.647126e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409401 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -36475200.000000 Penalty: 6413.758789
	Iteration 15Q: 3 clusters Score -3.64752e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411339 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -36476632.000000 Penalty: 6413.758789
	Iteration 16Q: 3 clusters Score -3.647663e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412048 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -36477392.000000 Penalty: 6413.758789
	Iteration 17Q: 3 clusters Score -3.647739e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412306 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -36477708.000000 Penalty: 6413.758789
	Iteration 18Q: 3 clusters Score -3.647771e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -36477852.000000 Penalty: 6413.758789
	Iteration 19Q: 3 clusters Score -3.647785e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412422 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -36477908.000000 Penalty: 6413.758789
	Iteration 20F: 3 clusters Score -3.647791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412437 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36477936.000000 Penalty: 6413.758789
	Iteration 21Q: 3 clusters Score -3.647794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412441 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -36477952.000000 Penalty: 6413.758789
	Iteration 22Q: 3 clusters Score -3.647795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -36477972.000000 Penalty: 6413.758789
	Iteration 23Q: 3 clusters Score -3.647797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -36478008.000000 Penalty: 6413.758789
	Iteration 24Q: 3 clusters Score -3.647801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412446 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36478000.000000 Penalty: 6413.758789
	Iteration 25Q: 3 clusters Score -3.6478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412448 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36477984.000000 Penalty: 6413.758789
	Iteration 26Q: 3 clusters Score -3.647798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -36477996.000000 Penalty: 6413.758789
	Iteration 27Q: 3 clusters Score -3.6478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412448 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36478000.000000 Penalty: 6413.758789
	Iteration 28Q: 3 clusters Score -3.6478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412448 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36478000.000000 Penalty: 6413.758789
	Iteration 29F: 3 clusters Score -3.6478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -727939.437500 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -727939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -721281.187500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -721281.2 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -723163.312500 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -723163.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -723488.312500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -723488.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -723731.500000 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -723731.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -723919.375000 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -723919.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -724116.437500 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -724116.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -724313.875000 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -724313.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -724505.062500 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -724505.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -724694.375000 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -724694.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -724878.750000 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -724878.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -725055.750000 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -725055.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -725190.562500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -725190.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -725339.000000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -725339 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -725491.125000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -725491.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -725644.187500 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -725644.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -725798.375000 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -725798.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -725990.375000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -725990.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -726147.875000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -726147.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -726264.750000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -726264.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -726335.312500 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -726335.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -726373.437500 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -726373.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -726393.062500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -726393.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -726412.000000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -726412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -726424.750000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -726424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -726430.812500 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -726430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -726440.125000 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -726440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -726447.250000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -726447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -726449.687500 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -726449.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -726454.312500 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -726454.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -726456.687500 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -726456.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -726458.375000 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -726458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -726461.312500 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -726461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -726463.250000 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -726463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -726466.500000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -726466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -726469.125000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -726469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -726472.312500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -726472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -726475.437500 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -726475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -726476.250000 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -726476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -726477.375000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -726477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -726478.937500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -726478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -726480.625000 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -726480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -726481.250000 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -726481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -726482.437500 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -726482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -726482.437500 Penalty: 4484.969238
	Iteration 43F: 3 clusters Score -726482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Entering Unmasked Estep 
Score: -710262.625000 Penalty: 2237.026611
	Iteration 0F: 2 clusters Score -710262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -703626.625000 Penalty: 4474.053223
	Iteration 0F: 3 clusters Score -703626.6 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -705493.312500 Penalty: 4474.053223
	Iteration 1F: 3 clusters Score -705493.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -705819.312500 Penalty: 4474.053223
	Iteration 2F: 3 clusters Score -705819.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -706100.875000 Penalty: 4474.053223
	Iteration 3F: 3 clusters Score -706100.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -706414.750000 Penalty: 4474.053223
	Iteration 4F: 3 clusters Score -706414.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -706797.500000 Penalty: 4474.053223
	Iteration 5F: 3 clusters Score -706797.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -707267.187500 Penalty: 4474.053223
	Iteration 6F: 3 clusters Score -707267.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -707781.062500 Penalty: 4474.053223
	Iteration 7F: 3 clusters Score -707781.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -708310.750000 Penalty: 4474.053223
	Iteration 8F: 3 clusters Score -708310.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -708759.687500 Penalty: 4474.053223
	Iteration 9F: 3 clusters Score -708759.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -709086.187500 Penalty: 4474.053223
	Iteration 10Q: 3 clusters Score -709086.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -709263.187500 Penalty: 4474.053223
	Iteration 11Q: 3 clusters Score -709263.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -709366.250000 Penalty: 4474.053223
	Iteration 12Q: 3 clusters Score -709366.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -709426.000000 Penalty: 4474.053223
	Iteration 13Q: 3 clusters Score -709426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -709467.625000 Penalty: 4474.053223
	Iteration 14Q: 3 clusters Score -709467.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -709506.875000 Penalty: 4474.053223
	Iteration 15Q: 3 clusters Score -709506.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -709533.312500 Penalty: 4474.053223
	Iteration 16Q: 3 clusters Score -709533.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -709550.312500 Penalty: 4474.053223
	Iteration 17Q: 3 clusters Score -709550.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -709563.500000 Penalty: 4474.053223
	Iteration 18Q: 3 clusters Score -709563.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -709574.687500 Penalty: 4474.053223
	Iteration 19Q: 3 clusters Score -709574.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -709583.812500 Penalty: 4474.053223
	Iteration 20F: 3 clusters Score -709583.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -709587.187500 Penalty: 4474.053223
	Iteration 21Q: 3 clusters Score -709587.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -709590.312500 Penalty: 4474.053223
	Iteration 22Q: 3 clusters Score -709590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -709593.437500 Penalty: 4474.053223
	Iteration 23Q: 3 clusters Score -709593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -709594.937500 Penalty: 4474.053223
	Iteration 24Q: 3 clusters Score -709594.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -709596.062500 Penalty: 4474.053223
	Iteration 25Q: 3 clusters Score -709596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -709597.812500 Penalty: 4474.053223
	Iteration 26Q: 3 clusters Score -709597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -709597.937500 Penalty: 4474.053223
	Iteration 27Q: 3 clusters Score -709597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -709597.500000 Penalty: 4474.053223
	Iteration 28Q: 3 clusters Score -709597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -709597.500000 Penalty: 4474.053223
	Iteration 29F: 3 clusters Score -709597.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -1712962.250000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -1712962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1699337.375000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -1699337 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1703781.875000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -1703782 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1704155.625000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -1704156 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1704450.625000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -1704451 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1704699.000000 Penalty: 4894.227051
	Iteration 4Q: 3 clusters Score -1704699 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1704931.000000 Penalty: 4894.227051
	Iteration 5Q: 3 clusters Score -1704931 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1705145.375000 Penalty: 4894.227051
	Iteration 6Q: 3 clusters Score -1705145 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1705341.125000 Penalty: 4894.227051
	Iteration 7Q: 3 clusters Score -1705341 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1705529.250000 Penalty: 4894.227051
	Iteration 8Q: 3 clusters Score -1705529 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1705705.875000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -1705706 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1705888.000000 Penalty: 4894.227051
	Iteration 10Q: 3 clusters Score -1705888 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1706098.750000 Penalty: 4894.227051
	Iteration 11Q: 3 clusters Score -1706099 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1706330.875000 Penalty: 4894.227051
	Iteration 12Q: 3 clusters Score -1706331 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1706636.875000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -1706637 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1707012.000000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -1707012 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1707424.625000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -1707425 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1707807.000000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -1707807 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1708141.875000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -1708142 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1708391.875000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -1708392 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1708597.375000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -1708597 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1708785.375000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -1708785 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1708969.000000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -1708969 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1709113.500000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -1709114 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1709263.875000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -1709264 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1709429.875000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -1709430 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1709576.125000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -1709576 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1709714.125000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -1709714 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1709888.250000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -1709888 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1710039.500000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -1710040 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1710195.625000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -1710196 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1710316.500000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -1710316 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1710420.500000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -1710420 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1710513.125000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -1710513 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1710592.125000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -1710592 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1710662.750000 Penalty: 4894.227051
	Iteration 34Q: 3 clusters Score -1710663 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1710726.750000 Penalty: 4894.227051
	Iteration 35Q: 3 clusters Score -1710727 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1710785.125000 Penalty: 4894.227051
	Iteration 36Q: 3 clusters Score -1710785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1710821.125000 Penalty: 4894.227051
	Iteration 37Q: 3 clusters Score -1710821 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1710850.125000 Penalty: 4894.227051
	Iteration 38Q: 3 clusters Score -1710850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1710883.000000 Penalty: 4894.227051
	Iteration 39Q: 3 clusters Score -1710883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1710899.750000 Penalty: 4894.227051
	Iteration 40F: 3 clusters Score -1710900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1710912.000000 Penalty: 4894.227051
	Iteration 41Q: 3 clusters Score -1710912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1710917.750000 Penalty: 4894.227051
	Iteration 42Q: 3 clusters Score -1710918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1710925.125000 Penalty: 4894.227051
	Iteration 43Q: 3 clusters Score -1710925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1710931.625000 Penalty: 4894.227051
	Iteration 44Q: 3 clusters Score -1710932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1710940.000000 Penalty: 4894.227051
	Iteration 45Q: 3 clusters Score -1710940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1710945.750000 Penalty: 4894.227051
	Iteration 46Q: 3 clusters Score -1710946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1710948.375000 Penalty: 4894.227051
	Iteration 47Q: 3 clusters Score -1710948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1710949.625000 Penalty: 4894.227051
	Iteration 48Q: 3 clusters Score -1710950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1710950.375000 Penalty: 4894.227051
	Iteration 49Q: 3 clusters Score -1710950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1710951.625000 Penalty: 4894.227051
	Iteration 50Q: 3 clusters Score -1710952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1710953.000000 Penalty: 4894.227051
	Iteration 51Q: 3 clusters Score -1710953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1710960.125000 Penalty: 4894.227051
	Iteration 52Q: 3 clusters Score -1710960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1710959.250000 Penalty: 4894.227051
	Iteration 53Q: 3 clusters Score -1710959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1710962.750000 Penalty: 4894.227051
	Iteration 54Q: 3 clusters Score -1710963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1710963.250000 Penalty: 4894.227051
	Iteration 55Q: 3 clusters Score -1710963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1710967.000000 Penalty: 4894.227051
	Iteration 56Q: 3 clusters Score -1710967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1710968.500000 Penalty: 4894.227051
	Iteration 57Q: 3 clusters Score -1710968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1710971.375000 Penalty: 4894.227051
	Iteration 58Q: 3 clusters Score -1710971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1710971.500000 Penalty: 4894.227051
	Iteration 59Q: 3 clusters Score -1710972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1710972.250000 Penalty: 4894.227051
	Iteration 60F: 3 clusters Score -1710972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1710970.875000 Penalty: 4894.227051
	Iteration 61Q: 3 clusters Score -1710971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1710971.750000 Penalty: 4894.227051
	Iteration 62Q: 3 clusters Score -1710972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1710972.375000 Penalty: 4894.227051
	Iteration 63Q: 3 clusters Score -1710972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1710972.375000 Penalty: 4894.227051
	Iteration 64F: 3 clusters Score -1710972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Entering Unmasked Estep 
Score: -362528.406250 Penalty: 2085.361816
	Iteration 0F: 2 clusters Score -362528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -358312.718750 Penalty: 4170.723633
	Iteration 0F: 3 clusters Score -358312.7 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -359311.281250 Penalty: 4170.723633
	Iteration 1F: 3 clusters Score -359311.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -359549.125000 Penalty: 4170.723633
	Iteration 2F: 3 clusters Score -359549.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -359745.656250 Penalty: 4170.723633
	Iteration 3F: 3 clusters Score -359745.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -359951.718750 Penalty: 4170.723633
	Iteration 4F: 3 clusters Score -359951.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -360215.625000 Penalty: 4170.723633
	Iteration 5F: 3 clusters Score -360215.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -360517.562500 Penalty: 4170.723633
	Iteration 6F: 3 clusters Score -360517.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -360834.562500 Penalty: 4170.723633
	Iteration 7F: 3 clusters Score -360834.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -361188.312500 Penalty: 4170.723633
	Iteration 8F: 3 clusters Score -361188.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -361424.187500 Penalty: 4170.723633
	Iteration 9F: 3 clusters Score -361424.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -361583.625000 Penalty: 4170.723633
	Iteration 10Q: 3 clusters Score -361583.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -361701.093750 Penalty: 4170.723633
	Iteration 11Q: 3 clusters Score -361701.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -361787.937500 Penalty: 4170.723633
	Iteration 12Q: 3 clusters Score -361787.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -361839.593750 Penalty: 4170.723633
	Iteration 13Q: 3 clusters Score -361839.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -361878.843750 Penalty: 4170.723633
	Iteration 14Q: 3 clusters Score -361878.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -361902.125000 Penalty: 4170.723633
	Iteration 15Q: 3 clusters Score -361902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -361915.656250 Penalty: 4170.723633
	Iteration 16Q: 3 clusters Score -361915.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -361924.906250 Penalty: 4170.723633
	Iteration 17Q: 3 clusters Score -361924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -361932.906250 Penalty: 4170.723633
	Iteration 18Q: 3 clusters Score -361932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -361938.718750 Penalty: 4170.723633
	Iteration 19Q: 3 clusters Score -361938.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -361940.875000 Penalty: 4170.723633
	Iteration 20F: 3 clusters Score -361940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -361943.312500 Penalty: 4170.723633
	Iteration 21Q: 3 clusters Score -361943.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -361945.843750 Penalty: 4170.723633
	Iteration 22Q: 3 clusters Score -361945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -361950.281250 Penalty: 4170.723633
	Iteration 23Q: 3 clusters Score -361950.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -361951.937500 Penalty: 4170.723633
	Iteration 24Q: 3 clusters Score -361951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -361952.843750 Penalty: 4170.723633
	Iteration 25Q: 3 clusters Score -361952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -361953.000000 Penalty: 4170.723633
	Iteration 26Q: 3 clusters Score -361953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -361953.968750 Penalty: 4170.723633
	Iteration 27Q: 3 clusters Score -361954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -361955.218750 Penalty: 4170.723633
	Iteration 28Q: 3 clusters Score -361955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -361956.281250 Penalty: 4170.723633
	Iteration 29Q: 3 clusters Score -361956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -361956.062500 Penalty: 4170.723633
	Iteration 30Q: 3 clusters Score -361956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -361956.687500 Penalty: 4170.723633
	Iteration 31Q: 3 clusters Score -361956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -361957.812500 Penalty: 4170.723633
	Iteration 32Q: 3 clusters Score -361957.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -361957.812500 Penalty: 4170.723633
	Iteration 33F: 3 clusters Score -361957.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -394674.687500 Penalty: 2109.671143
	Iteration 0F: 2 clusters Score -394674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -390222.875000 Penalty: 4219.342285
	Iteration 0F: 3 clusters Score -390222.9 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -391522.187500 Penalty: 4219.342285
	Iteration 1F: 3 clusters Score -391522.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -391989.968750 Penalty: 4219.342285
	Iteration 2F: 3 clusters Score -391990 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -392322.812500 Penalty: 4219.342285
	Iteration 3F: 3 clusters Score -392322.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -392575.562500 Penalty: 4219.342285
	Iteration 4F: 3 clusters Score -392575.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -392790.125000 Penalty: 4219.342285
	Iteration 5Q: 3 clusters Score -392790.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -392942.625000 Penalty: 4219.342285
	Iteration 6Q: 3 clusters Score -392942.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -393097.531250 Penalty: 4219.342285
	Iteration 7Q: 3 clusters Score -393097.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -393246.250000 Penalty: 4219.342285
	Iteration 8Q: 3 clusters Score -393246.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -393428.687500 Penalty: 4219.342285
	Iteration 9Q: 3 clusters Score -393428.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -393632.375000 Penalty: 4219.342285
	Iteration 10Q: 3 clusters Score -393632.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -393798.562500 Penalty: 4219.342285
	Iteration 11Q: 3 clusters Score -393798.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -393920.781250 Penalty: 4219.342285
	Iteration 12Q: 3 clusters Score -393920.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -394010.031250 Penalty: 4219.342285
	Iteration 13Q: 3 clusters Score -394010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -394085.093750 Penalty: 4219.342285
	Iteration 14Q: 3 clusters Score -394085.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -394144.093750 Penalty: 4219.342285
	Iteration 15Q: 3 clusters Score -394144.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -394182.656250 Penalty: 4219.342285
	Iteration 16Q: 3 clusters Score -394182.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -394205.062500 Penalty: 4219.342285
	Iteration 17Q: 3 clusters Score -394205.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -394222.218750 Penalty: 4219.342285
	Iteration 18Q: 3 clusters Score -394222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -394231.062500 Penalty: 4219.342285
	Iteration 19Q: 3 clusters Score -394231.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -394239.875000 Penalty: 4219.342285
	Iteration 20F: 3 clusters Score -394239.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -394245.312500 Penalty: 4219.342285
	Iteration 21Q: 3 clusters Score -394245.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -394249.562500 Penalty: 4219.342285
	Iteration 22Q: 3 clusters Score -394249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -394253.375000 Penalty: 4219.342285
	Iteration 23Q: 3 clusters Score -394253.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -394259.781250 Penalty: 4219.342285
	Iteration 24Q: 3 clusters Score -394259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -394262.937500 Penalty: 4219.342285
	Iteration 25Q: 3 clusters Score -394262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -394267.906250 Penalty: 4219.342285
	Iteration 26Q: 3 clusters Score -394267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -394271.062500 Penalty: 4219.342285
	Iteration 27Q: 3 clusters Score -394271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -394274.218750 Penalty: 4219.342285
	Iteration 28Q: 3 clusters Score -394274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -394278.125000 Penalty: 4219.342285
	Iteration 29Q: 3 clusters Score -394278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -394284.937500 Penalty: 4219.342285
	Iteration 30Q: 3 clusters Score -394284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -394291.687500 Penalty: 4219.342285
	Iteration 31Q: 3 clusters Score -394291.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -394300.000000 Penalty: 4219.342285
	Iteration 32Q: 3 clusters Score -394300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -394306.531250 Penalty: 4219.342285
	Iteration 33Q: 3 clusters Score -394306.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -394315.406250 Penalty: 4219.342285
	Iteration 34Q: 3 clusters Score -394315.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -394323.062500 Penalty: 4219.342285
	Iteration 35Q: 3 clusters Score -394323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -394330.437500 Penalty: 4219.342285
	Iteration 36Q: 3 clusters Score -394330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -394337.968750 Penalty: 4219.342285
	Iteration 37Q: 3 clusters Score -394338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -394345.562500 Penalty: 4219.342285
	Iteration 38Q: 3 clusters Score -394345.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -394358.781250 Penalty: 4219.342285
	Iteration 39Q: 3 clusters Score -394358.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -394377.000000 Penalty: 4219.342285
	Iteration 40F: 3 clusters Score -394377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -394404.531250 Penalty: 4219.342285
	Iteration 41Q: 3 clusters Score -394404.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -394430.281250 Penalty: 4219.342285
	Iteration 42Q: 3 clusters Score -394430.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -394449.343750 Penalty: 4219.342285
	Iteration 43Q: 3 clusters Score -394449.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -394459.093750 Penalty: 4219.342285
	Iteration 44Q: 3 clusters Score -394459.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -394467.562500 Penalty: 4219.342285
	Iteration 45Q: 3 clusters Score -394467.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -394476.437500 Penalty: 4219.342285
	Iteration 46Q: 3 clusters Score -394476.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -394484.093750 Penalty: 4219.342285
	Iteration 47Q: 3 clusters Score -394484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -394489.062500 Penalty: 4219.342285
	Iteration 48Q: 3 clusters Score -394489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -394491.812500 Penalty: 4219.342285
	Iteration 49Q: 3 clusters Score -394491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -394494.875000 Penalty: 4219.342285
	Iteration 50Q: 3 clusters Score -394494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -394497.218750 Penalty: 4219.342285
	Iteration 51Q: 3 clusters Score -394497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -394497.500000 Penalty: 4219.342285
	Iteration 52Q: 3 clusters Score -394497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -394497.718750 Penalty: 4219.342285
	Iteration 53Q: 3 clusters Score -394497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -394498.375000 Penalty: 4219.342285
	Iteration 54Q: 3 clusters Score -394498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -394498.687500 Penalty: 4219.342285
	Iteration 55Q: 3 clusters Score -394498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -394499.625000 Penalty: 4219.342285
	Iteration 56Q: 3 clusters Score -394499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -394500.500000 Penalty: 4219.342285
	Iteration 57Q: 3 clusters Score -394500.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -394500.500000 Penalty: 4219.342285
	Iteration 58F: 3 clusters Score -394500.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Entering Unmasked Estep 
Score: -914309.250000 Penalty: 2302.238281
	Iteration 0F: 2 clusters Score -914309.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -906175.250000 Penalty: 4604.476562
	Iteration 0F: 3 clusters Score -906175.2 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -908617.312500 Penalty: 4604.476562
	Iteration 1F: 3 clusters Score -908617.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -908995.312500 Penalty: 4604.476562
	Iteration 2F: 3 clusters Score -908995.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -909278.750000 Penalty: 4604.476562
	Iteration 3F: 3 clusters Score -909278.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -909513.000000 Penalty: 4604.476562
	Iteration 4Q: 3 clusters Score -909513 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -909756.312500 Penalty: 4604.476562
	Iteration 5Q: 3 clusters Score -909756.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -910035.437500 Penalty: 4604.476562
	Iteration 6Q: 3 clusters Score -910035.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -910338.562500 Penalty: 4604.476562
	Iteration 7Q: 3 clusters Score -910338.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -910633.187500 Penalty: 4604.476562
	Iteration 8Q: 3 clusters Score -910633.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -910931.312500 Penalty: 4604.476562
	Iteration 9Q: 3 clusters Score -910931.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -911175.125000 Penalty: 4604.476562
	Iteration 10Q: 3 clusters Score -911175.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -911369.750000 Penalty: 4604.476562
	Iteration 11Q: 3 clusters Score -911369.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -911524.625000 Penalty: 4604.476562
	Iteration 12Q: 3 clusters Score -911524.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -911672.000000 Penalty: 4604.476562
	Iteration 13Q: 3 clusters Score -911672 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -911790.062500 Penalty: 4604.476562
	Iteration 14Q: 3 clusters Score -911790.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -911905.500000 Penalty: 4604.476562
	Iteration 15Q: 3 clusters Score -911905.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -912009.062500 Penalty: 4604.476562
	Iteration 16Q: 3 clusters Score -912009.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -912098.937500 Penalty: 4604.476562
	Iteration 17Q: 3 clusters Score -912098.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -912161.125000 Penalty: 4604.476562
	Iteration 18Q: 3 clusters Score -912161.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -912205.812500 Penalty: 4604.476562
	Iteration 19Q: 3 clusters Score -912205.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -912235.687500 Penalty: 4604.476562
	Iteration 20F: 3 clusters Score -912235.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -912251.562500 Penalty: 4604.476562
	Iteration 21Q: 3 clusters Score -912251.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -912262.125000 Penalty: 4604.476562
	Iteration 22Q: 3 clusters Score -912262.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -912268.937500 Penalty: 4604.476562
	Iteration 23Q: 3 clusters Score -912268.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -912269.500000 Penalty: 4604.476562
	Iteration 24Q: 3 clusters Score -912269.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -912274.937500 Penalty: 4604.476562
	Iteration 25Q: 3 clusters Score -912274.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -912280.875000 Penalty: 4604.476562
	Iteration 26Q: 3 clusters Score -912280.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -912282.437500 Penalty: 4604.476562
	Iteration 27Q: 3 clusters Score -912282.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -912282.687500 Penalty: 4604.476562
	Iteration 28Q: 3 clusters Score -912282.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -912286.187500 Penalty: 4604.476562
	Iteration 29Q: 3 clusters Score -912286.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -912287.937500 Penalty: 4604.476562
	Iteration 30Q: 3 clusters Score -912287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -912288.812500 Penalty: 4604.476562
	Iteration 31Q: 3 clusters Score -912288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -912289.062500 Penalty: 4604.476562
	Iteration 32Q: 3 clusters Score -912289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -912289.062500 Penalty: 4604.476562
	Iteration 33F: 3 clusters Score -912289.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Entering Unmasked Estep 
Score: -397430.750000 Penalty: 2150.223877
	Iteration 0F: 2 clusters Score -397430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -392494.000000 Penalty: 4300.447754
	Iteration 0F: 3 clusters Score -392494 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -393834.875000 Penalty: 4300.447754
	Iteration 1F: 3 clusters Score -393834.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -394288.875000 Penalty: 4300.447754
	Iteration 2F: 3 clusters Score -394288.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -394720.781250 Penalty: 4300.447754
	Iteration 3F: 3 clusters Score -394720.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -395102.562500 Penalty: 4300.447754
	Iteration 4F: 3 clusters Score -395102.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -395395.187500 Penalty: 4300.447754
	Iteration 5F: 3 clusters Score -395395.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -395637.906250 Penalty: 4300.447754
	Iteration 6Q: 3 clusters Score -395637.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -395834.625000 Penalty: 4300.447754
	Iteration 7Q: 3 clusters Score -395834.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -395977.406250 Penalty: 4300.447754
	Iteration 8Q: 3 clusters Score -395977.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -396088.625000 Penalty: 4300.447754
	Iteration 9Q: 3 clusters Score -396088.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -396173.750000 Penalty: 4300.447754
	Iteration 10Q: 3 clusters Score -396173.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -396257.593750 Penalty: 4300.447754
	Iteration 11Q: 3 clusters Score -396257.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -396333.156250 Penalty: 4300.447754
	Iteration 12Q: 3 clusters Score -396333.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -396392.875000 Penalty: 4300.447754
	Iteration 13Q: 3 clusters Score -396392.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -396438.343750 Penalty: 4300.447754
	Iteration 14Q: 3 clusters Score -396438.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -396482.937500 Penalty: 4300.447754
	Iteration 15Q: 3 clusters Score -396482.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -396518.593750 Penalty: 4300.447754
	Iteration 16Q: 3 clusters Score -396518.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -396550.656250 Penalty: 4300.447754
	Iteration 17Q: 3 clusters Score -396550.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -396587.343750 Penalty: 4300.447754
	Iteration 18Q: 3 clusters Score -396587.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -396610.187500 Penalty: 4300.447754
	Iteration 19Q: 3 clusters Score -396610.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -396636.656250 Penalty: 4300.447754
	Iteration 20F: 3 clusters Score -396636.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -396658.281250 Penalty: 4300.447754
	Iteration 21Q: 3 clusters Score -396658.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -396680.312500 Penalty: 4300.447754
	Iteration 22Q: 3 clusters Score -396680.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -396699.375000 Penalty: 4300.447754
	Iteration 23Q: 3 clusters Score -396699.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -396715.343750 Penalty: 4300.447754
	Iteration 24Q: 3 clusters Score -396715.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -396734.437500 Penalty: 4300.447754
	Iteration 25Q: 3 clusters Score -396734.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -396754.000000 Penalty: 4300.447754
	Iteration 26Q: 3 clusters Score -396754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -396760.718750 Penalty: 4300.447754
	Iteration 27Q: 3 clusters Score -396760.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -396767.187500 Penalty: 4300.447754
	Iteration 28Q: 3 clusters Score -396767.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -396772.406250 Penalty: 4300.447754
	Iteration 29Q: 3 clusters Score -396772.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -396780.062500 Penalty: 4300.447754
	Iteration 30Q: 3 clusters Score -396780.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -396784.500000 Penalty: 4300.447754
	Iteration 31Q: 3 clusters Score -396784.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -396789.156250 Penalty: 4300.447754
	Iteration 32Q: 3 clusters Score -396789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -396792.875000 Penalty: 4300.447754
	Iteration 33Q: 3 clusters Score -396792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -396799.500000 Penalty: 4300.447754
	Iteration 34Q: 3 clusters Score -396799.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -396805.187500 Penalty: 4300.447754
	Iteration 35Q: 3 clusters Score -396805.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -396812.968750 Penalty: 4300.447754
	Iteration 36Q: 3 clusters Score -396813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -396821.562500 Penalty: 4300.447754
	Iteration 37Q: 3 clusters Score -396821.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -396832.968750 Penalty: 4300.447754
	Iteration 38Q: 3 clusters Score -396833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -396839.343750 Penalty: 4300.447754
	Iteration 39Q: 3 clusters Score -396839.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -396849.468750 Penalty: 4300.447754
	Iteration 40F: 3 clusters Score -396849.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -396864.781250 Penalty: 4300.447754
	Iteration 41Q: 3 clusters Score -396864.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -396884.093750 Penalty: 4300.447754
	Iteration 42Q: 3 clusters Score -396884.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -396903.812500 Penalty: 4300.447754
	Iteration 43Q: 3 clusters Score -396903.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -396925.687500 Penalty: 4300.447754
	Iteration 44Q: 3 clusters Score -396925.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -396943.875000 Penalty: 4300.447754
	Iteration 45Q: 3 clusters Score -396943.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -396964.968750 Penalty: 4300.447754
	Iteration 46Q: 3 clusters Score -396965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -396987.187500 Penalty: 4300.447754
	Iteration 47Q: 3 clusters Score -396987.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -397017.218750 Penalty: 4300.447754
	Iteration 48Q: 3 clusters Score -397017.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -397050.187500 Penalty: 4300.447754
	Iteration 49Q: 3 clusters Score -397050.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -397091.468750 Penalty: 4300.447754
	Iteration 50Q: 3 clusters Score -397091.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -397139.531250 Penalty: 4300.447754
	Iteration 51Q: 3 clusters Score -397139.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -397185.812500 Penalty: 4300.447754
	Iteration 52Q: 3 clusters Score -397185.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -397226.218750 Penalty: 4300.447754
	Iteration 53Q: 3 clusters Score -397226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -397255.968750 Penalty: 4300.447754
	Iteration 54Q: 3 clusters Score -397256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -397278.562500 Penalty: 4300.447754
	Iteration 55Q: 3 clusters Score -397278.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -397295.781250 Penalty: 4300.447754
	Iteration 56Q: 3 clusters Score -397295.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -397310.343750 Penalty: 4300.447754
	Iteration 57Q: 3 clusters Score -397310.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -397318.218750 Penalty: 4300.447754
	Iteration 58Q: 3 clusters Score -397318.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -397325.718750 Penalty: 4300.447754
	Iteration 59Q: 3 clusters Score -397325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -397331.687500 Penalty: 4300.447754
	Iteration 60F: 3 clusters Score -397331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -397336.812500 Penalty: 4300.447754
	Iteration 61Q: 3 clusters Score -397336.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -397342.093750 Penalty: 4300.447754
	Iteration 62Q: 3 clusters Score -397342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -397343.187500 Penalty: 4300.447754
	Iteration 63Q: 3 clusters Score -397343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -397344.406250 Penalty: 4300.447754
	Iteration 64Q: 3 clusters Score -397344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -397345.312500 Penalty: 4300.447754
	Iteration 65Q: 3 clusters Score -397345.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -397345.562500 Penalty: 4300.447754
	Iteration 66Q: 3 clusters Score -397345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -397345.562500 Penalty: 4300.447754
	Iteration 67F: 3 clusters Score -397345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -629567.875000 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -629567.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -623452.625000 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -623452.6 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -625199.125000 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -625199.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -625529.250000 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -625529.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -625758.312500 Penalty: 4430.246582
	Iteration 3F: 3 clusters Score -625758.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -625941.687500 Penalty: 4430.246582
	Iteration 4Q: 3 clusters Score -625941.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -626131.125000 Penalty: 4430.246582
	Iteration 5Q: 3 clusters Score -626131.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -626316.500000 Penalty: 4430.246582
	Iteration 6Q: 3 clusters Score -626316.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -626515.125000 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -626515.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -626703.875000 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -626703.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -626889.062500 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -626889.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -627090.500000 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -627090.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -627303.437500 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -627303.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -627495.687500 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -627495.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -627626.187500 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -627626.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -627714.125000 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -627714.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -627771.000000 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -627771 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -627811.250000 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -627811.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -627834.937500 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -627834.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -627851.625000 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -627851.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -627869.750000 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -627869.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -627884.312500 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -627884.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -627900.312500 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -627900.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -627915.000000 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -627915 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -627946.375000 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -627946.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -628003.875000 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -628003.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -628082.187500 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -628082.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -628152.500000 Penalty: 4430.246582
	Iteration 26Q: 3 clusters Score -628152.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -628221.750000 Penalty: 4430.246582
	Iteration 27Q: 3 clusters Score -628221.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -628293.562500 Penalty: 4430.246582
	Iteration 28Q: 3 clusters Score -628293.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -628364.687500 Penalty: 4430.246582
	Iteration 29Q: 3 clusters Score -628364.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -628441.812500 Penalty: 4430.246582
	Iteration 30Q: 3 clusters Score -628441.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -628501.937500 Penalty: 4430.246582
	Iteration 31Q: 3 clusters Score -628501.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -628536.875000 Penalty: 4430.246582
	Iteration 32Q: 3 clusters Score -628536.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -628560.312500 Penalty: 4430.246582
	Iteration 33Q: 3 clusters Score -628560.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -628574.500000 Penalty: 4430.246582
	Iteration 34Q: 3 clusters Score -628574.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -628581.625000 Penalty: 4430.246582
	Iteration 35Q: 3 clusters Score -628581.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -628587.250000 Penalty: 4430.246582
	Iteration 36Q: 3 clusters Score -628587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -628590.375000 Penalty: 4430.246582
	Iteration 37Q: 3 clusters Score -628590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -628592.500000 Penalty: 4430.246582
	Iteration 38Q: 3 clusters Score -628592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -628594.250000 Penalty: 4430.246582
	Iteration 39Q: 3 clusters Score -628594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -628595.437500 Penalty: 4430.246582
	Iteration 40F: 3 clusters Score -628595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -628594.500000 Penalty: 4430.246582
	Iteration 41Q: 3 clusters Score -628594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -628594.500000 Penalty: 4430.246582
	Iteration 42F: 3 clusters Score -628594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Entering Unmasked Estep 
Score: -1494674.875000 Penalty: 2414.238281
	Iteration 0F: 2 clusters Score -1494675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1482517.000000 Penalty: 4828.476562
	Iteration 0F: 3 clusters Score -1482517 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1486440.000000 Penalty: 4828.476562
	Iteration 1F: 3 clusters Score -1486440 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1486788.750000 Penalty: 4828.476562
	Iteration 2F: 3 clusters Score -1486789 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1487069.375000 Penalty: 4828.476562
	Iteration 3Q: 3 clusters Score -1487069 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1487311.250000 Penalty: 4828.476562
	Iteration 4Q: 3 clusters Score -1487311 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1487528.375000 Penalty: 4828.476562
	Iteration 5Q: 3 clusters Score -1487528 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1487729.750000 Penalty: 4828.476562
	Iteration 6Q: 3 clusters Score -1487730 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1487920.625000 Penalty: 4828.476562
	Iteration 7Q: 3 clusters Score -1487921 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1488117.000000 Penalty: 4828.476562
	Iteration 8Q: 3 clusters Score -1488117 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1488349.000000 Penalty: 4828.476562
	Iteration 9Q: 3 clusters Score -1488349 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1488583.125000 Penalty: 4828.476562
	Iteration 10Q: 3 clusters Score -1488583 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1488828.625000 Penalty: 4828.476562
	Iteration 11Q: 3 clusters Score -1488829 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1489112.000000 Penalty: 4828.476562
	Iteration 12Q: 3 clusters Score -1489112 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1489481.125000 Penalty: 4828.476562
	Iteration 13Q: 3 clusters Score -1489481 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1489850.875000 Penalty: 4828.476562
	Iteration 14Q: 3 clusters Score -1489851 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1490209.625000 Penalty: 4828.476562
	Iteration 15Q: 3 clusters Score -1490210 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1490562.625000 Penalty: 4828.476562
	Iteration 16Q: 3 clusters Score -1490563 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1490900.625000 Penalty: 4828.476562
	Iteration 17Q: 3 clusters Score -1490901 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1491197.625000 Penalty: 4828.476562
	Iteration 18Q: 3 clusters Score -1491198 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1491416.625000 Penalty: 4828.476562
	Iteration 19Q: 3 clusters Score -1491417 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1491569.375000 Penalty: 4828.476562
	Iteration 20F: 3 clusters Score -1491569 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1491718.125000 Penalty: 4828.476562
	Iteration 21Q: 3 clusters Score -1491718 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1491805.750000 Penalty: 4828.476562
	Iteration 22Q: 3 clusters Score -1491806 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1491881.375000 Penalty: 4828.476562
	Iteration 23Q: 3 clusters Score -1491881 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1491935.125000 Penalty: 4828.476562
	Iteration 24Q: 3 clusters Score -1491935 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1491970.875000 Penalty: 4828.476562
	Iteration 25Q: 3 clusters Score -1491971 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1492004.875000 Penalty: 4828.476562
	Iteration 26Q: 3 clusters Score -1492005 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1492034.250000 Penalty: 4828.476562
	Iteration 27Q: 3 clusters Score -1492034 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1492055.000000 Penalty: 4828.476562
	Iteration 28Q: 3 clusters Score -1492055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1492077.000000 Penalty: 4828.476562
	Iteration 29Q: 3 clusters Score -1492077 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1492093.375000 Penalty: 4828.476562
	Iteration 30Q: 3 clusters Score -1492093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1492099.375000 Penalty: 4828.476562
	Iteration 31Q: 3 clusters Score -1492099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1492106.750000 Penalty: 4828.476562
	Iteration 32Q: 3 clusters Score -1492107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1492124.125000 Penalty: 4828.476562
	Iteration 33Q: 3 clusters Score -1492124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1492130.125000 Penalty: 4828.476562
	Iteration 34Q: 3 clusters Score -1492130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1492140.625000 Penalty: 4828.476562
	Iteration 35Q: 3 clusters Score -1492141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1492152.375000 Penalty: 4828.476562
	Iteration 36Q: 3 clusters Score -1492152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1492159.250000 Penalty: 4828.476562
	Iteration 37Q: 3 clusters Score -1492159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1492178.000000 Penalty: 4828.476562
	Iteration 38Q: 3 clusters Score -1492178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1492190.250000 Penalty: 4828.476562
	Iteration 39Q: 3 clusters Score -1492190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1492205.625000 Penalty: 4828.476562
	Iteration 40F: 3 clusters Score -1492206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1492217.750000 Penalty: 4828.476562
	Iteration 41Q: 3 clusters Score -1492218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1492229.500000 Penalty: 4828.476562
	Iteration 42Q: 3 clusters Score -1492230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1492247.125000 Penalty: 4828.476562
	Iteration 43Q: 3 clusters Score -1492247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1492267.875000 Penalty: 4828.476562
	Iteration 44Q: 3 clusters Score -1492268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1492288.625000 Penalty: 4828.476562
	Iteration 45Q: 3 clusters Score -1492289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1492300.000000 Penalty: 4828.476562
	Iteration 46Q: 3 clusters Score -1492300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1492306.375000 Penalty: 4828.476562
	Iteration 47Q: 3 clusters Score -1492306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1492313.125000 Penalty: 4828.476562
	Iteration 48Q: 3 clusters Score -1492313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1492319.375000 Penalty: 4828.476562
	Iteration 49Q: 3 clusters Score -1492319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1492325.125000 Penalty: 4828.476562
	Iteration 50Q: 3 clusters Score -1492325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1492330.750000 Penalty: 4828.476562
	Iteration 51Q: 3 clusters Score -1492331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1492340.750000 Penalty: 4828.476562
	Iteration 52Q: 3 clusters Score -1492341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1492343.625000 Penalty: 4828.476562
	Iteration 53Q: 3 clusters Score -1492344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1492352.625000 Penalty: 4828.476562
	Iteration 54Q: 3 clusters Score -1492353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1492358.750000 Penalty: 4828.476562
	Iteration 55Q: 3 clusters Score -1492359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1492371.500000 Penalty: 4828.476562
	Iteration 56Q: 3 clusters Score -1492372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1492382.750000 Penalty: 4828.476562
	Iteration 57Q: 3 clusters Score -1492383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1492388.250000 Penalty: 4828.476562
	Iteration 58Q: 3 clusters Score -1492388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1492401.500000 Penalty: 4828.476562
	Iteration 59Q: 3 clusters Score -1492402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1492408.500000 Penalty: 4828.476562
	Iteration 60F: 3 clusters Score -1492408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1492413.500000 Penalty: 4828.476562
	Iteration 61Q: 3 clusters Score -1492414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1492425.125000 Penalty: 4828.476562
	Iteration 62Q: 3 clusters Score -1492425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1492435.250000 Penalty: 4828.476562
	Iteration 63Q: 3 clusters Score -1492435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1492444.250000 Penalty: 4828.476562
	Iteration 64Q: 3 clusters Score -1492444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1492457.125000 Penalty: 4828.476562
	Iteration 65Q: 3 clusters Score -1492457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1492459.500000 Penalty: 4828.476562
	Iteration 66Q: 3 clusters Score -1492460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1492466.125000 Penalty: 4828.476562
	Iteration 67Q: 3 clusters Score -1492466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1492475.625000 Penalty: 4828.476562
	Iteration 68Q: 3 clusters Score -1492476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1492480.625000 Penalty: 4828.476562
	Iteration 69Q: 3 clusters Score -1492481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1492489.750000 Penalty: 4828.476562
	Iteration 70Q: 3 clusters Score -1492490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1492501.000000 Penalty: 4828.476562
	Iteration 71Q: 3 clusters Score -1492501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1492508.625000 Penalty: 4828.476562
	Iteration 72Q: 3 clusters Score -1492509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1492512.375000 Penalty: 4828.476562
	Iteration 73Q: 3 clusters Score -1492512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1492517.125000 Penalty: 4828.476562
	Iteration 74Q: 3 clusters Score -1492517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1492523.375000 Penalty: 4828.476562
	Iteration 75Q: 3 clusters Score -1492523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1492528.500000 Penalty: 4828.476562
	Iteration 76Q: 3 clusters Score -1492528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1492539.250000 Penalty: 4828.476562
	Iteration 77Q: 3 clusters Score -1492539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1492541.250000 Penalty: 4828.476562
	Iteration 78Q: 3 clusters Score -1492541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1492544.875000 Penalty: 4828.476562
	Iteration 79Q: 3 clusters Score -1492545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1492546.375000 Penalty: 4828.476562
	Iteration 80F: 3 clusters Score -1492546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1492553.375000 Penalty: 4828.476562
	Iteration 81Q: 3 clusters Score -1492553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1492558.625000 Penalty: 4828.476562
	Iteration 82Q: 3 clusters Score -1492559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1492566.750000 Penalty: 4828.476562
	Iteration 83Q: 3 clusters Score -1492567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1492569.875000 Penalty: 4828.476562
	Iteration 84Q: 3 clusters Score -1492570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1492575.875000 Penalty: 4828.476562
	Iteration 85Q: 3 clusters Score -1492576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1492582.500000 Penalty: 4828.476562
	Iteration 86Q: 3 clusters Score -1492582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1492589.750000 Penalty: 4828.476562
	Iteration 87Q: 3 clusters Score -1492590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1492595.750000 Penalty: 4828.476562
	Iteration 88Q: 3 clusters Score -1492596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1492599.500000 Penalty: 4828.476562
	Iteration 89Q: 3 clusters Score -1492600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1492606.375000 Penalty: 4828.476562
	Iteration 90Q: 3 clusters Score -1492606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1492611.000000 Penalty: 4828.476562
	Iteration 91Q: 3 clusters Score -1492611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1492627.000000 Penalty: 4828.476562
	Iteration 92Q: 3 clusters Score -1492627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1492635.250000 Penalty: 4828.476562
	Iteration 93Q: 3 clusters Score -1492635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1492643.750000 Penalty: 4828.476562
	Iteration 94Q: 3 clusters Score -1492644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1492651.875000 Penalty: 4828.476562
	Iteration 95Q: 3 clusters Score -1492652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1492660.625000 Penalty: 4828.476562
	Iteration 96Q: 3 clusters Score -1492661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1492664.500000 Penalty: 4828.476562
	Iteration 97Q: 3 clusters Score -1492664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1492670.125000 Penalty: 4828.476562
	Iteration 98Q: 3 clusters Score -1492670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1492671.125000 Penalty: 4828.476562
	Iteration 99Q: 3 clusters Score -1492671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1492677.125000 Penalty: 4828.476562
	Iteration 100F: 3 clusters Score -1492677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1492676.500000 Penalty: 4828.476562
	Iteration 101Q: 3 clusters Score -1492676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1492680.750000 Penalty: 4828.476562
	Iteration 102Q: 3 clusters Score -1492681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1492681.125000 Penalty: 4828.476562
	Iteration 103Q: 3 clusters Score -1492681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1492687.375000 Penalty: 4828.476562
	Iteration 104Q: 3 clusters Score -1492687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1492695.500000 Penalty: 4828.476562
	Iteration 105Q: 3 clusters Score -1492696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1492702.000000 Penalty: 4828.476562
	Iteration 106Q: 3 clusters Score -1492702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1492713.000000 Penalty: 4828.476562
	Iteration 107Q: 3 clusters Score -1492713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1492715.375000 Penalty: 4828.476562
	Iteration 108Q: 3 clusters Score -1492715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1492717.500000 Penalty: 4828.476562
	Iteration 109Q: 3 clusters Score -1492718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1492718.375000 Penalty: 4828.476562
	Iteration 110Q: 3 clusters Score -1492718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1492724.500000 Penalty: 4828.476562
	Iteration 111Q: 3 clusters Score -1492724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1492723.625000 Penalty: 4828.476562
	Iteration 112Q: 3 clusters Score -1492724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1492723.250000 Penalty: 4828.476562
	Iteration 113Q: 3 clusters Score -1492723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1492722.625000 Penalty: 4828.476562
	Iteration 114Q: 3 clusters Score -1492723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1492723.625000 Penalty: 4828.476562
	Iteration 115Q: 3 clusters Score -1492724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1492727.125000 Penalty: 4828.476562
	Iteration 116Q: 3 clusters Score -1492727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1492730.875000 Penalty: 4828.476562
	Iteration 117Q: 3 clusters Score -1492731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1492734.125000 Penalty: 4828.476562
	Iteration 118Q: 3 clusters Score -1492734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1492737.125000 Penalty: 4828.476562
	Iteration 119Q: 3 clusters Score -1492737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1492737.875000 Penalty: 4828.476562
	Iteration 120F: 3 clusters Score -1492738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1492738.250000 Penalty: 4828.476562
	Iteration 121Q: 3 clusters Score -1492738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1492742.750000 Penalty: 4828.476562
	Iteration 122Q: 3 clusters Score -1492743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1492745.375000 Penalty: 4828.476562
	Iteration 123Q: 3 clusters Score -1492745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1492748.375000 Penalty: 4828.476562
	Iteration 124Q: 3 clusters Score -1492748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1492753.250000 Penalty: 4828.476562
	Iteration 125Q: 3 clusters Score -1492753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1492758.750000 Penalty: 4828.476562
	Iteration 126Q: 3 clusters Score -1492759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1492766.125000 Penalty: 4828.476562
	Iteration 127Q: 3 clusters Score -1492766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1492770.250000 Penalty: 4828.476562
	Iteration 128Q: 3 clusters Score -1492770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1492774.500000 Penalty: 4828.476562
	Iteration 129Q: 3 clusters Score -1492774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1492781.250000 Penalty: 4828.476562
	Iteration 130Q: 3 clusters Score -1492781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1492784.125000 Penalty: 4828.476562
	Iteration 131Q: 3 clusters Score -1492784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1492789.625000 Penalty: 4828.476562
	Iteration 132Q: 3 clusters Score -1492790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1492795.625000 Penalty: 4828.476562
	Iteration 133Q: 3 clusters Score -1492796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1492804.500000 Penalty: 4828.476562
	Iteration 134Q: 3 clusters Score -1492804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1492809.750000 Penalty: 4828.476562
	Iteration 135Q: 3 clusters Score -1492810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1492813.875000 Penalty: 4828.476562
	Iteration 136Q: 3 clusters Score -1492814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1492817.500000 Penalty: 4828.476562
	Iteration 137Q: 3 clusters Score -1492818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1492821.375000 Penalty: 4828.476562
	Iteration 138Q: 3 clusters Score -1492821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1492822.125000 Penalty: 4828.476562
	Iteration 139Q: 3 clusters Score -1492822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1492822.375000 Penalty: 4828.476562
	Iteration 140F: 3 clusters Score -1492822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1492826.250000 Penalty: 4828.476562
	Iteration 141Q: 3 clusters Score -1492826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1492829.750000 Penalty: 4828.476562
	Iteration 142Q: 3 clusters Score -1492830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1492830.250000 Penalty: 4828.476562
	Iteration 143Q: 3 clusters Score -1492830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1492830.250000 Penalty: 4828.476562
	Iteration 144Q: 3 clusters Score -1492830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1492833.875000 Penalty: 4828.476562
	Iteration 145Q: 3 clusters Score -1492834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1492837.250000 Penalty: 4828.476562
	Iteration 146Q: 3 clusters Score -1492837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1492836.000000 Penalty: 4828.476562
	Iteration 147Q: 3 clusters Score -1492836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1492836.000000 Penalty: 4828.476562
	Iteration 148F: 3 clusters Score -1492836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Entering Unmasked Estep 
Score: -2297123.500000 Penalty: 2520.539307
	Iteration 0F: 2 clusters Score -2297124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2279043.500000 Penalty: 5041.078613
	Iteration 0F: 3 clusters Score -2279044 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2285365.500000 Penalty: 5041.078613
	Iteration 1F: 3 clusters Score -2285366 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2285831.500000 Penalty: 5041.078613
	Iteration 2F: 3 clusters Score -2285832 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2286279.750000 Penalty: 5041.078613
	Iteration 3Q: 3 clusters Score -2286280 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2286748.500000 Penalty: 5041.078613
	Iteration 4Q: 3 clusters Score -2286748 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2287329.750000 Penalty: 5041.078613
	Iteration 5Q: 3 clusters Score -2287330 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2288089.250000 Penalty: 5041.078613
	Iteration 6F: 3 clusters Score -2288089 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2289052.750000 Penalty: 5041.078613
	Iteration 7F: 3 clusters Score -2289053 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2290187.000000 Penalty: 5041.078613
	Iteration 8F: 3 clusters Score -2290187 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2291463.250000 Penalty: 5041.078613
	Iteration 9F: 3 clusters Score -2291463 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2292704.750000 Penalty: 5041.078613
	Iteration 10F: 3 clusters Score -2292705 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2293596.000000 Penalty: 5041.078613
	Iteration 11Q: 3 clusters Score -2293596 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2294197.750000 Penalty: 5041.078613
	Iteration 12Q: 3 clusters Score -2294198 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -2294472.750000 Penalty: 5041.078613
	Iteration 13Q: 3 clusters Score -2294473 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2294636.000000 Penalty: 5041.078613
	Iteration 14Q: 3 clusters Score -2294636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -2294709.500000 Penalty: 5041.078613
	Iteration 15Q: 3 clusters Score -2294710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -2294756.750000 Penalty: 5041.078613
	Iteration 16Q: 3 clusters Score -2294757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -2294794.000000 Penalty: 5041.078613
	Iteration 17Q: 3 clusters Score -2294794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -2294813.750000 Penalty: 5041.078613
	Iteration 18Q: 3 clusters Score -2294814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2294830.500000 Penalty: 5041.078613
	Iteration 19Q: 3 clusters Score -2294830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2294843.250000 Penalty: 5041.078613
	Iteration 20F: 3 clusters Score -2294843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -2294860.500000 Penalty: 5041.078613
	Iteration 21Q: 3 clusters Score -2294860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2294879.250000 Penalty: 5041.078613
	Iteration 22Q: 3 clusters Score -2294879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2294890.250000 Penalty: 5041.078613
	Iteration 23Q: 3 clusters Score -2294890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -2294902.000000 Penalty: 5041.078613
	Iteration 24Q: 3 clusters Score -2294902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2294905.000000 Penalty: 5041.078613
	Iteration 25Q: 3 clusters Score -2294905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -2294909.250000 Penalty: 5041.078613
	Iteration 26Q: 3 clusters Score -2294909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2294914.000000 Penalty: 5041.078613
	Iteration 27Q: 3 clusters Score -2294914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2294914.000000 Penalty: 5041.078613
	Iteration 28F: 3 clusters Score -2294914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -498905.625000 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -498905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -493975.406250 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -493975.4 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -495317.406250 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -495317.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -495617.187500 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -495617.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -495841.843750 Penalty: 4280.562012
	Iteration 3F: 3 clusters Score -495841.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -496066.656250 Penalty: 4280.562012
	Iteration 4F: 3 clusters Score -496066.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -496288.062500 Penalty: 4280.562012
	Iteration 5F: 3 clusters Score -496288.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -496502.968750 Penalty: 4280.562012
	Iteration 6F: 3 clusters Score -496503 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -496692.968750 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -496693 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -496850.656250 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -496850.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -496979.250000 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -496979.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -497081.406250 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -497081.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -497169.812500 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -497169.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -497250.812500 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -497250.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -497314.343750 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -497314.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -497349.562500 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -497349.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -497375.906250 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -497375.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -497397.812500 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -497397.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -497411.718750 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -497411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -497420.406250 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -497420.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -497427.656250 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -497427.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -497434.906250 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -497434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -497442.625000 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -497442.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -497450.156250 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -497450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -497452.062500 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -497452.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -497453.531250 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -497453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -497455.312500 Penalty: 4280.562012
	Iteration 25Q: 3 clusters Score -497455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -497459.000000 Penalty: 4280.562012
	Iteration 26Q: 3 clusters Score -497459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -497461.750000 Penalty: 4280.562012
	Iteration 27Q: 3 clusters Score -497461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -497463.000000 Penalty: 4280.562012
	Iteration 28Q: 3 clusters Score -497463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -497463.500000 Penalty: 4280.562012
	Iteration 29Q: 3 clusters Score -497463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -497463.500000 Penalty: 4280.562012
	Iteration 30F: 3 clusters Score -497463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Entering Unmasked Estep 
Score: -2494055.000000 Penalty: 2547.870361
	Iteration 0F: 2 clusters Score -2494055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2474221.750000 Penalty: 5095.740723
	Iteration 0F: 3 clusters Score -2474222 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2481256.500000 Penalty: 5095.740723
	Iteration 1F: 3 clusters Score -2481256 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2481771.500000 Penalty: 5095.740723
	Iteration 2Q: 3 clusters Score -2481772 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2482272.000000 Penalty: 5095.740723
	Iteration 3Q: 3 clusters Score -2482272 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2482961.750000 Penalty: 5095.740723
	Iteration 4Q: 3 clusters Score -2482962 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2483845.750000 Penalty: 5095.740723
	Iteration 5F: 3 clusters Score -2483846 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2485094.250000 Penalty: 5095.740723
	Iteration 6F: 3 clusters Score -2485094 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2486804.000000 Penalty: 5095.740723
	Iteration 7F: 3 clusters Score -2486804 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2488749.750000 Penalty: 5095.740723
	Iteration 8F: 3 clusters Score -2488750 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -2490477.000000 Penalty: 5095.740723
	Iteration 9F: 3 clusters Score -2490477 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2491663.250000 Penalty: 5095.740723
	Iteration 10Q: 3 clusters Score -2491663 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2492189.750000 Penalty: 5095.740723
	Iteration 11Q: 3 clusters Score -2492190 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2492405.250000 Penalty: 5095.740723
	Iteration 12Q: 3 clusters Score -2492405 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2492493.500000 Penalty: 5095.740723
	Iteration 13Q: 3 clusters Score -2492494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2492543.250000 Penalty: 5095.740723
	Iteration 14Q: 3 clusters Score -2492543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2492573.500000 Penalty: 5095.740723
	Iteration 15Q: 3 clusters Score -2492574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -2492584.500000 Penalty: 5095.740723
	Iteration 16Q: 3 clusters Score -2492584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -2492605.000000 Penalty: 5095.740723
	Iteration 17Q: 3 clusters Score -2492605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -2492602.750000 Penalty: 5095.740723
	Iteration 18Q: 3 clusters Score -2492603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2492611.500000 Penalty: 5095.740723
	Iteration 19Q: 3 clusters Score -2492612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -2492609.750000 Penalty: 5095.740723
	Iteration 20F: 3 clusters Score -2492610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2492615.000000 Penalty: 5095.740723
	Iteration 21Q: 3 clusters Score -2492615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2492616.500000 Penalty: 5095.740723
	Iteration 22Q: 3 clusters Score -2492616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2492618.500000 Penalty: 5095.740723
	Iteration 23Q: 3 clusters Score -2492618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2492621.750000 Penalty: 5095.740723
	Iteration 24Q: 3 clusters Score -2492622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2492625.500000 Penalty: 5095.740723
	Iteration 25Q: 3 clusters Score -2492626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2492617.000000 Penalty: 5095.740723
	Iteration 26Q: 3 clusters Score -2492617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2492617.500000 Penalty: 5095.740723
	Iteration 27Q: 3 clusters Score -2492618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2492619.000000 Penalty: 5095.740723
	Iteration 28Q: 3 clusters Score -2492619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2492619.750000 Penalty: 5095.740723
	Iteration 29Q: 3 clusters Score -2492620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2492617.250000 Penalty: 5095.740723
	Iteration 30Q: 3 clusters Score -2492617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2492619.500000 Penalty: 5095.740723
	Iteration 31Q: 3 clusters Score -2492620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -2492614.250000 Penalty: 5095.740723
	Iteration 32Q: 3 clusters Score -2492614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2492615.500000 Penalty: 5095.740723
	Iteration 33Q: 3 clusters Score -2492616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2492617.000000 Penalty: 5095.740723
	Iteration 34Q: 3 clusters Score -2492617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2492617.250000 Penalty: 5095.740723
	Iteration 35Q: 3 clusters Score -2492617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2492617.250000 Penalty: 5095.740723
	Iteration 36F: 3 clusters Score -2492617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Entering Unmasked Estep 
Score: -597701.312500 Penalty: 2203.280273
	Iteration 0F: 2 clusters Score -597701.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -591764.750000 Penalty: 4406.560547
	Iteration 0F: 3 clusters Score -591764.8 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -593309.312500 Penalty: 4406.560547
	Iteration 1F: 3 clusters Score -593309.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -593590.312500 Penalty: 4406.560547
	Iteration 2F: 3 clusters Score -593590.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -593785.625000 Penalty: 4406.560547
	Iteration 3F: 3 clusters Score -593785.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -593921.625000 Penalty: 4406.560547
	Iteration 4Q: 3 clusters Score -593921.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -594031.625000 Penalty: 4406.560547
	Iteration 5Q: 3 clusters Score -594031.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -594148.375000 Penalty: 4406.560547
	Iteration 6Q: 3 clusters Score -594148.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -594273.500000 Penalty: 4406.560547
	Iteration 7Q: 3 clusters Score -594273.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -594389.750000 Penalty: 4406.560547
	Iteration 8Q: 3 clusters Score -594389.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -594487.125000 Penalty: 4406.560547
	Iteration 9Q: 3 clusters Score -594487.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -594568.625000 Penalty: 4406.560547
	Iteration 10Q: 3 clusters Score -594568.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -594641.000000 Penalty: 4406.560547
	Iteration 11Q: 3 clusters Score -594641 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -594719.375000 Penalty: 4406.560547
	Iteration 12Q: 3 clusters Score -594719.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -594819.000000 Penalty: 4406.560547
	Iteration 13Q: 3 clusters Score -594819 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -594921.312500 Penalty: 4406.560547
	Iteration 14Q: 3 clusters Score -594921.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -595007.937500 Penalty: 4406.560547
	Iteration 15Q: 3 clusters Score -595007.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -595086.062500 Penalty: 4406.560547
	Iteration 16Q: 3 clusters Score -595086.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -595172.812500 Penalty: 4406.560547
	Iteration 17Q: 3 clusters Score -595172.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -595255.750000 Penalty: 4406.560547
	Iteration 18Q: 3 clusters Score -595255.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -595350.812500 Penalty: 4406.560547
	Iteration 19Q: 3 clusters Score -595350.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -595455.812500 Penalty: 4406.560547
	Iteration 20F: 3 clusters Score -595455.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -595528.312500 Penalty: 4406.560547
	Iteration 21Q: 3 clusters Score -595528.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -595616.687500 Penalty: 4406.560547
	Iteration 22Q: 3 clusters Score -595616.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -595692.437500 Penalty: 4406.560547
	Iteration 23Q: 3 clusters Score -595692.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -595762.125000 Penalty: 4406.560547
	Iteration 24Q: 3 clusters Score -595762.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -595815.750000 Penalty: 4406.560547
	Iteration 25Q: 3 clusters Score -595815.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -595853.750000 Penalty: 4406.560547
	Iteration 26Q: 3 clusters Score -595853.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -595879.562500 Penalty: 4406.560547
	Iteration 27Q: 3 clusters Score -595879.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -595898.937500 Penalty: 4406.560547
	Iteration 28Q: 3 clusters Score -595898.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -595917.562500 Penalty: 4406.560547
	Iteration 29Q: 3 clusters Score -595917.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -595935.687500 Penalty: 4406.560547
	Iteration 30Q: 3 clusters Score -595935.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -595947.875000 Penalty: 4406.560547
	Iteration 31Q: 3 clusters Score -595947.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -595956.312500 Penalty: 4406.560547
	Iteration 32Q: 3 clusters Score -595956.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -595965.000000 Penalty: 4406.560547
	Iteration 33Q: 3 clusters Score -595965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -595974.875000 Penalty: 4406.560547
	Iteration 34Q: 3 clusters Score -595974.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -595984.687500 Penalty: 4406.560547
	Iteration 35Q: 3 clusters Score -595984.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -595992.625000 Penalty: 4406.560547
	Iteration 36Q: 3 clusters Score -595992.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -596000.125000 Penalty: 4406.560547
	Iteration 37Q: 3 clusters Score -596000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -596007.562500 Penalty: 4406.560547
	Iteration 38Q: 3 clusters Score -596007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -596011.812500 Penalty: 4406.560547
	Iteration 39Q: 3 clusters Score -596011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -596017.312500 Penalty: 4406.560547
	Iteration 40F: 3 clusters Score -596017.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -596023.500000 Penalty: 4406.560547
	Iteration 41Q: 3 clusters Score -596023.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -596031.062500 Penalty: 4406.560547
	Iteration 42Q: 3 clusters Score -596031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -596033.812500 Penalty: 4406.560547
	Iteration 43Q: 3 clusters Score -596033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -596034.562500 Penalty: 4406.560547
	Iteration 44Q: 3 clusters Score -596034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -596039.250000 Penalty: 4406.560547
	Iteration 45Q: 3 clusters Score -596039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -596044.750000 Penalty: 4406.560547
	Iteration 46Q: 3 clusters Score -596044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -596049.312500 Penalty: 4406.560547
	Iteration 47Q: 3 clusters Score -596049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -596054.500000 Penalty: 4406.560547
	Iteration 48Q: 3 clusters Score -596054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -596060.500000 Penalty: 4406.560547
	Iteration 49Q: 3 clusters Score -596060.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -596066.375000 Penalty: 4406.560547
	Iteration 50Q: 3 clusters Score -596066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -596070.937500 Penalty: 4406.560547
	Iteration 51Q: 3 clusters Score -596070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -596075.437500 Penalty: 4406.560547
	Iteration 52Q: 3 clusters Score -596075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -596086.562500 Penalty: 4406.560547
	Iteration 53Q: 3 clusters Score -596086.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -596107.062500 Penalty: 4406.560547
	Iteration 54Q: 3 clusters Score -596107.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -596126.187500 Penalty: 4406.560547
	Iteration 55Q: 3 clusters Score -596126.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -596150.062500 Penalty: 4406.560547
	Iteration 56Q: 3 clusters Score -596150.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -596164.125000 Penalty: 4406.560547
	Iteration 57Q: 3 clusters Score -596164.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -596173.625000 Penalty: 4406.560547
	Iteration 58Q: 3 clusters Score -596173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -596180.312500 Penalty: 4406.560547
	Iteration 59Q: 3 clusters Score -596180.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -596189.375000 Penalty: 4406.560547
	Iteration 60F: 3 clusters Score -596189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -596199.687500 Penalty: 4406.560547
	Iteration 61Q: 3 clusters Score -596199.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -596201.687500 Penalty: 4406.560547
	Iteration 62Q: 3 clusters Score -596201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -596202.437500 Penalty: 4406.560547
	Iteration 63Q: 3 clusters Score -596202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -596202.437500 Penalty: 4406.560547
	Iteration 64F: 3 clusters Score -596202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (329099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329099 members 
Entering Unmasked Estep 
Score: -29056606.000000 Penalty: 3150.620361
	Iteration 0F: 2 clusters Score -2.905661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164967 members 
Mstep: Class 2 contains 164132 members 
Entering Unmasked Estep 
Score: -28836066.000000 Penalty: 6301.240723
	Iteration 0F: 3 clusters Score -2.883607e+07 nChanged 159366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176149 members 
Mstep: Class 2 contains 152950 members 
Entering Unmasked Estep 
Score: -28930762.000000 Penalty: 6301.240723
	Iteration 1F: 3 clusters Score -2.893076e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183452 members 
Mstep: Class 2 contains 145647 members 
Entering Unmasked Estep 
Score: -28933470.000000 Penalty: 6301.240723
	Iteration 2Q: 3 clusters Score -2.893347e+07 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195030 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -28938490.000000 Penalty: 6301.240723
	Iteration 3Q: 3 clusters Score -2.893849e+07 nChanged 18213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212449 members 
Mstep: Class 2 contains 116650 members 
Entering Unmasked Estep 
Score: -28948488.000000 Penalty: 6301.240723
	Iteration 4F: 3 clusters Score -2.894849e+07 nChanged 24436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236543 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -28965740.000000 Penalty: 6301.240723
	Iteration 5F: 3 clusters Score -2.896574e+07 nChanged 29647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266074 members 
Mstep: Class 2 contains 63025 members 
Entering Unmasked Estep 
Score: -28992034.000000 Penalty: 6301.240723
	Iteration 6F: 3 clusters Score -2.899203e+07 nChanged 28720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294738 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -29020308.000000 Penalty: 6301.240723
	Iteration 7F: 3 clusters Score -2.902031e+07 nChanged 19801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314529 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -29040200.000000 Penalty: 6301.240723
	Iteration 8F: 3 clusters Score -2.90402e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324065 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -29049280.000000 Penalty: 6301.240723
	Iteration 9Q: 3 clusters Score -2.904928e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327458 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -29052346.000000 Penalty: 6301.240723
	Iteration 10Q: 3 clusters Score -2.905235e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328425 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -29053190.000000 Penalty: 6301.240723
	Iteration 11Q: 3 clusters Score -2.905319e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328690 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -29053484.000000 Penalty: 6301.240723
	Iteration 12Q: 3 clusters Score -2.905348e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328764 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -29053618.000000 Penalty: 6301.240723
	Iteration 13Q: 3 clusters Score -2.905362e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328804 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29053698.000000 Penalty: 6301.240723
	Iteration 14Q: 3 clusters Score -2.90537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328821 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29053734.000000 Penalty: 6301.240723
	Iteration 15Q: 3 clusters Score -2.905373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328832 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29053750.000000 Penalty: 6301.240723
	Iteration 16Q: 3 clusters Score -2.905375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328838 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -29053766.000000 Penalty: 6301.240723
	Iteration 17Q: 3 clusters Score -2.905377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328841 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29053780.000000 Penalty: 6301.240723
	Iteration 18Q: 3 clusters Score -2.905378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328842 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -29053784.000000 Penalty: 6301.240723
	Iteration 19Q: 3 clusters Score -2.905378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328843 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -29053786.000000 Penalty: 6301.240723
	Iteration 20F: 3 clusters Score -2.905379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328848 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -29053806.000000 Penalty: 6301.240723
	Iteration 21Q: 3 clusters Score -2.905381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328849 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29053804.000000 Penalty: 6301.240723
	Iteration 22Q: 3 clusters Score -2.90538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328853 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29053804.000000 Penalty: 6301.240723
	Iteration 23Q: 3 clusters Score -2.90538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328854 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29053812.000000 Penalty: 6301.240723
	Iteration 24Q: 3 clusters Score -2.905381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328854 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -29053812.000000 Penalty: 6301.240723
	Iteration 25F: 3 clusters Score -2.905381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Entering Unmasked Estep 
Score: -2216971.500000 Penalty: 2517.102051
	Iteration 0F: 2 clusters Score -2216972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2199513.250000 Penalty: 5034.204102
	Iteration 0F: 3 clusters Score -2199513 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2205520.750000 Penalty: 5034.204102
	Iteration 1F: 3 clusters Score -2205521 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2206000.500000 Penalty: 5034.204102
	Iteration 2F: 3 clusters Score -2206000 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2206484.000000 Penalty: 5034.204102
	Iteration 3Q: 3 clusters Score -2206484 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2206974.750000 Penalty: 5034.204102
	Iteration 4Q: 3 clusters Score -2206975 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2207454.750000 Penalty: 5034.204102
	Iteration 5Q: 3 clusters Score -2207455 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2207986.500000 Penalty: 5034.204102
	Iteration 6Q: 3 clusters Score -2207986 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2208594.500000 Penalty: 5034.204102
	Iteration 7Q: 3 clusters Score -2208594 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2209282.000000 Penalty: 5034.204102
	Iteration 8Q: 3 clusters Score -2209282 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2210054.750000 Penalty: 5034.204102
	Iteration 9Q: 3 clusters Score -2210055 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2210895.000000 Penalty: 5034.204102
	Iteration 10Q: 3 clusters Score -2210895 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2211858.000000 Penalty: 5034.204102
	Iteration 11Q: 3 clusters Score -2211858 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2212736.750000 Penalty: 5034.204102
	Iteration 12Q: 3 clusters Score -2212737 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2213445.500000 Penalty: 5034.204102
	Iteration 13Q: 3 clusters Score -2213446 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2213994.750000 Penalty: 5034.204102
	Iteration 14Q: 3 clusters Score -2213995 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2214384.250000 Penalty: 5034.204102
	Iteration 15Q: 3 clusters Score -2214384 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2214687.250000 Penalty: 5034.204102
	Iteration 16Q: 3 clusters Score -2214687 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2214908.000000 Penalty: 5034.204102
	Iteration 17Q: 3 clusters Score -2214908 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2215055.750000 Penalty: 5034.204102
	Iteration 18Q: 3 clusters Score -2215056 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2215132.500000 Penalty: 5034.204102
	Iteration 19Q: 3 clusters Score -2215132 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2215194.500000 Penalty: 5034.204102
	Iteration 20F: 3 clusters Score -2215194 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2215246.000000 Penalty: 5034.204102
	Iteration 21Q: 3 clusters Score -2215246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2215289.250000 Penalty: 5034.204102
	Iteration 22Q: 3 clusters Score -2215289 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2215327.500000 Penalty: 5034.204102
	Iteration 23Q: 3 clusters Score -2215328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2215339.250000 Penalty: 5034.204102
	Iteration 24Q: 3 clusters Score -2215339 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2215348.500000 Penalty: 5034.204102
	Iteration 25Q: 3 clusters Score -2215348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2215360.750000 Penalty: 5034.204102
	Iteration 26Q: 3 clusters Score -2215361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2215364.250000 Penalty: 5034.204102
	Iteration 27Q: 3 clusters Score -2215364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2215365.750000 Penalty: 5034.204102
	Iteration 28Q: 3 clusters Score -2215366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2215362.750000 Penalty: 5034.204102
	Iteration 29Q: 3 clusters Score -2215363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2215371.000000 Penalty: 5034.204102
	Iteration 30Q: 3 clusters Score -2215371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2215363.750000 Penalty: 5034.204102
	Iteration 31Q: 3 clusters Score -2215364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2215370.000000 Penalty: 5034.204102
	Iteration 32Q: 3 clusters Score -2215370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2215367.000000 Penalty: 5034.204102
	Iteration 33Q: 3 clusters Score -2215367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2215372.750000 Penalty: 5034.204102
	Iteration 34Q: 3 clusters Score -2215373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2215373.750000 Penalty: 5034.204102
	Iteration 35Q: 3 clusters Score -2215374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2215374.000000 Penalty: 5034.204102
	Iteration 36Q: 3 clusters Score -2215374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2215373.000000 Penalty: 5034.204102
	Iteration 37Q: 3 clusters Score -2215373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2215371.000000 Penalty: 5034.204102
	Iteration 38Q: 3 clusters Score -2215371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2215370.250000 Penalty: 5034.204102
	Iteration 39Q: 3 clusters Score -2215370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2215368.250000 Penalty: 5034.204102
	Iteration 40F: 3 clusters Score -2215368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2215369.250000 Penalty: 5034.204102
	Iteration 41Q: 3 clusters Score -2215369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2215370.750000 Penalty: 5034.204102
	Iteration 42Q: 3 clusters Score -2215371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2215371.750000 Penalty: 5034.204102
	Iteration 43Q: 3 clusters Score -2215372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2215370.500000 Penalty: 5034.204102
	Iteration 44Q: 3 clusters Score -2215370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2215370.500000 Penalty: 5034.204102
	Iteration 45F: 3 clusters Score -2215370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Entering Unmasked Estep 
Score: -4779691.000000 Penalty: 2699.945312
	Iteration 0F: 2 clusters Score -4779691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4743745.000000 Penalty: 5399.890625
	Iteration 0F: 3 clusters Score -4743745 nChanged 24632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4757443.000000 Penalty: 5399.890625
	Iteration 1F: 3 clusters Score -4757443 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4758094.000000 Penalty: 5399.890625
	Iteration 2Q: 3 clusters Score -4758094 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4758845.500000 Penalty: 5399.890625
	Iteration 3Q: 3 clusters Score -4758846 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4759896.000000 Penalty: 5399.890625
	Iteration 4Q: 3 clusters Score -4759896 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4761501.000000 Penalty: 5399.890625
	Iteration 5F: 3 clusters Score -4761501 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4763865.500000 Penalty: 5399.890625
	Iteration 6F: 3 clusters Score -4763866 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -4766974.000000 Penalty: 5399.890625
	Iteration 7F: 3 clusters Score -4766974 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -4770470.500000 Penalty: 5399.890625
	Iteration 8F: 3 clusters Score -4770470 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -4773414.000000 Penalty: 5399.890625
	Iteration 9F: 3 clusters Score -4773414 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -4775395.500000 Penalty: 5399.890625
	Iteration 10Q: 3 clusters Score -4775396 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -4776436.000000 Penalty: 5399.890625
	Iteration 11Q: 3 clusters Score -4776436 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -4776854.000000 Penalty: 5399.890625
	Iteration 12Q: 3 clusters Score -4776854 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -4777058.000000 Penalty: 5399.890625
	Iteration 13Q: 3 clusters Score -4777058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -4777155.500000 Penalty: 5399.890625
	Iteration 14Q: 3 clusters Score -4777156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -4777190.500000 Penalty: 5399.890625
	Iteration 15Q: 3 clusters Score -4777190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -4777211.500000 Penalty: 5399.890625
	Iteration 16Q: 3 clusters Score -4777212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -4777214.500000 Penalty: 5399.890625
	Iteration 17Q: 3 clusters Score -4777214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -4777226.500000 Penalty: 5399.890625
	Iteration 18Q: 3 clusters Score -4777226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -4777227.500000 Penalty: 5399.890625
	Iteration 19Q: 3 clusters Score -4777228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -4777228.000000 Penalty: 5399.890625
	Iteration 20F: 3 clusters Score -4777228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -4777230.500000 Penalty: 5399.890625
	Iteration 21Q: 3 clusters Score -4777230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -4777230.500000 Penalty: 5399.890625
	Iteration 22F: 3 clusters Score -4777230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Entering Unmasked Estep 
Score: -2630389.250000 Penalty: 2580.805176
	Iteration 0F: 2 clusters Score -2630389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2607961.500000 Penalty: 5161.610352
	Iteration 0F: 3 clusters Score -2607962 nChanged 14950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2616786.000000 Penalty: 5161.610352
	Iteration 1F: 3 clusters Score -2616786 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2618209.750000 Penalty: 5161.610352
	Iteration 2F: 3 clusters Score -2618210 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2620034.750000 Penalty: 5161.610352
	Iteration 3F: 3 clusters Score -2620035 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2622147.750000 Penalty: 5161.610352
	Iteration 4F: 3 clusters Score -2622148 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2623924.750000 Penalty: 5161.610352
	Iteration 5F: 3 clusters Score -2623925 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2625119.000000 Penalty: 5161.610352
	Iteration 6F: 3 clusters Score -2625119 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2625805.750000 Penalty: 5161.610352
	Iteration 7Q: 3 clusters Score -2625806 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2626228.500000 Penalty: 5161.610352
	Iteration 8Q: 3 clusters Score -2626228 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2626489.500000 Penalty: 5161.610352
	Iteration 9Q: 3 clusters Score -2626490 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2626716.750000 Penalty: 5161.610352
	Iteration 10Q: 3 clusters Score -2626717 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2626888.750000 Penalty: 5161.610352
	Iteration 11Q: 3 clusters Score -2626889 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2627022.250000 Penalty: 5161.610352
	Iteration 12Q: 3 clusters Score -2627022 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2627141.250000 Penalty: 5161.610352
	Iteration 13Q: 3 clusters Score -2627141 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2627273.500000 Penalty: 5161.610352
	Iteration 14Q: 3 clusters Score -2627274 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2627394.000000 Penalty: 5161.610352
	Iteration 15Q: 3 clusters Score -2627394 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2627492.500000 Penalty: 5161.610352
	Iteration 16Q: 3 clusters Score -2627492 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2627585.500000 Penalty: 5161.610352
	Iteration 17Q: 3 clusters Score -2627586 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2627683.500000 Penalty: 5161.610352
	Iteration 18Q: 3 clusters Score -2627684 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2627766.750000 Penalty: 5161.610352
	Iteration 19Q: 3 clusters Score -2627767 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2627868.750000 Penalty: 5161.610352
	Iteration 20F: 3 clusters Score -2627869 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2627999.250000 Penalty: 5161.610352
	Iteration 21Q: 3 clusters Score -2627999 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2628126.250000 Penalty: 5161.610352
	Iteration 22Q: 3 clusters Score -2628126 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2628293.250000 Penalty: 5161.610352
	Iteration 23Q: 3 clusters Score -2628293 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2628517.500000 Penalty: 5161.610352
	Iteration 24Q: 3 clusters Score -2628518 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2628784.750000 Penalty: 5161.610352
	Iteration 25Q: 3 clusters Score -2628785 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2629040.000000 Penalty: 5161.610352
	Iteration 26Q: 3 clusters Score -2629040 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2629332.500000 Penalty: 5161.610352
	Iteration 27Q: 3 clusters Score -2629332 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2629618.250000 Penalty: 5161.610352
	Iteration 28Q: 3 clusters Score -2629618 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2629885.500000 Penalty: 5161.610352
	Iteration 29Q: 3 clusters Score -2629886 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2630056.750000 Penalty: 5161.610352
	Iteration 30Q: 3 clusters Score -2630057 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2630156.750000 Penalty: 5161.610352
	Iteration 31Q: 3 clusters Score -2630157 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2630191.750000 Penalty: 5161.610352
	Iteration 32Q: 3 clusters Score -2630192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2630211.500000 Penalty: 5161.610352
	Iteration 33Q: 3 clusters Score -2630212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2630222.750000 Penalty: 5161.610352
	Iteration 34Q: 3 clusters Score -2630223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2630234.000000 Penalty: 5161.610352
	Iteration 35Q: 3 clusters Score -2630234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2630243.000000 Penalty: 5161.610352
	Iteration 36Q: 3 clusters Score -2630243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2630246.000000 Penalty: 5161.610352
	Iteration 37Q: 3 clusters Score -2630246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2630252.750000 Penalty: 5161.610352
	Iteration 38Q: 3 clusters Score -2630253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2630259.750000 Penalty: 5161.610352
	Iteration 39Q: 3 clusters Score -2630260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2630268.250000 Penalty: 5161.610352
	Iteration 40F: 3 clusters Score -2630268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2630274.750000 Penalty: 5161.610352
	Iteration 41Q: 3 clusters Score -2630275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2630278.000000 Penalty: 5161.610352
	Iteration 42Q: 3 clusters Score -2630278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2630274.750000 Penalty: 5161.610352
	Iteration 43Q: 3 clusters Score -2630275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2630283.500000 Penalty: 5161.610352
	Iteration 44Q: 3 clusters Score -2630284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2630290.250000 Penalty: 5161.610352
	Iteration 45Q: 3 clusters Score -2630290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2630286.250000 Penalty: 5161.610352
	Iteration 46Q: 3 clusters Score -2630286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2630292.500000 Penalty: 5161.610352
	Iteration 47Q: 3 clusters Score -2630292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2630297.000000 Penalty: 5161.610352
	Iteration 48Q: 3 clusters Score -2630297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2630297.500000 Penalty: 5161.610352
	Iteration 49Q: 3 clusters Score -2630298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2630305.500000 Penalty: 5161.610352
	Iteration 50Q: 3 clusters Score -2630306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2630313.000000 Penalty: 5161.610352
	Iteration 51Q: 3 clusters Score -2630313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2630320.000000 Penalty: 5161.610352
	Iteration 52Q: 3 clusters Score -2630320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2630332.750000 Penalty: 5161.610352
	Iteration 53Q: 3 clusters Score -2630333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2630354.500000 Penalty: 5161.610352
	Iteration 54Q: 3 clusters Score -2630354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2630396.250000 Penalty: 5161.610352
	Iteration 55Q: 3 clusters Score -2630396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2630474.500000 Penalty: 5161.610352
	Iteration 56Q: 3 clusters Score -2630474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2630602.000000 Penalty: 5161.610352
	Iteration 57Q: 3 clusters Score -2630602 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2630761.750000 Penalty: 5161.610352
	Iteration 58Q: 3 clusters Score -2630762 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2630882.500000 Penalty: 5161.610352
	Iteration 59Q: 3 clusters Score -2630882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2630955.000000 Penalty: 5161.610352
	Iteration 60F: 3 clusters Score -2630955 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2630988.250000 Penalty: 5161.610352
	Iteration 61Q: 3 clusters Score -2630988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2631004.750000 Penalty: 5161.610352
	Iteration 62Q: 3 clusters Score -2631005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2631008.500000 Penalty: 5161.610352
	Iteration 63Q: 3 clusters Score -2631008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2631011.500000 Penalty: 5161.610352
	Iteration 64Q: 3 clusters Score -2631012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2631010.250000 Penalty: 5161.610352
	Iteration 65Q: 3 clusters Score -2631010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2631011.750000 Penalty: 5161.610352
	Iteration 66Q: 3 clusters Score -2631012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2631010.000000 Penalty: 5161.610352
	Iteration 67Q: 3 clusters Score -2631010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2631009.750000 Penalty: 5161.610352
	Iteration 68Q: 3 clusters Score -2631010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2631006.750000 Penalty: 5161.610352
	Iteration 69Q: 3 clusters Score -2631007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2631009.250000 Penalty: 5161.610352
	Iteration 70Q: 3 clusters Score -2631009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2631009.250000 Penalty: 5161.610352
	Iteration 71F: 3 clusters Score -2631009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25581 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 29957 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 3116 members 
Entering Unmasked Estep 
Score: -113006976.000000 Penalty: 139884.406250
Splitting cluster 25 changes total score from -113007720.000000 to -113006976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (8392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Entering Unmasked Estep 
Score: -726859.000000 Penalty: 2240.688477
	Iteration 0F: 2 clusters Score -726859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -720175.625000 Penalty: 4481.376953
	Iteration 0F: 3 clusters Score -720175.6 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -722037.750000 Penalty: 4481.376953
	Iteration 1F: 3 clusters Score -722037.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -722320.937500 Penalty: 4481.376953
	Iteration 2F: 3 clusters Score -722320.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -722542.375000 Penalty: 4481.376953
	Iteration 3F: 3 clusters Score -722542.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -722769.312500 Penalty: 4481.376953
	Iteration 4Q: 3 clusters Score -722769.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -722992.750000 Penalty: 4481.376953
	Iteration 5Q: 3 clusters Score -722992.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -723215.937500 Penalty: 4481.376953
	Iteration 6Q: 3 clusters Score -723215.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -723461.875000 Penalty: 4481.376953
	Iteration 7Q: 3 clusters Score -723461.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -723729.375000 Penalty: 4481.376953
	Iteration 8Q: 3 clusters Score -723729.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -723974.562500 Penalty: 4481.376953
	Iteration 9Q: 3 clusters Score -723974.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -724206.875000 Penalty: 4481.376953
	Iteration 10Q: 3 clusters Score -724206.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -724404.062500 Penalty: 4481.376953
	Iteration 11Q: 3 clusters Score -724404.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -724559.437500 Penalty: 4481.376953
	Iteration 12Q: 3 clusters Score -724559.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -724666.375000 Penalty: 4481.376953
	Iteration 13Q: 3 clusters Score -724666.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -724773.625000 Penalty: 4481.376953
	Iteration 14Q: 3 clusters Score -724773.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -724855.875000 Penalty: 4481.376953
	Iteration 15Q: 3 clusters Score -724855.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -724921.000000 Penalty: 4481.376953
	Iteration 16Q: 3 clusters Score -724921 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -724965.125000 Penalty: 4481.376953
	Iteration 17Q: 3 clusters Score -724965.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -724999.937500 Penalty: 4481.376953
	Iteration 18Q: 3 clusters Score -724999.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -725027.937500 Penalty: 4481.376953
	Iteration 19Q: 3 clusters Score -725027.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -725047.875000 Penalty: 4481.376953
	Iteration 20F: 3 clusters Score -725047.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -725067.000000 Penalty: 4481.376953
	Iteration 21Q: 3 clusters Score -725067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -725087.187500 Penalty: 4481.376953
	Iteration 22Q: 3 clusters Score -725087.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -725119.875000 Penalty: 4481.376953
	Iteration 23Q: 3 clusters Score -725119.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -725149.812500 Penalty: 4481.376953
	Iteration 24Q: 3 clusters Score -725149.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -725173.250000 Penalty: 4481.376953
	Iteration 25Q: 3 clusters Score -725173.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -725185.125000 Penalty: 4481.376953
	Iteration 26Q: 3 clusters Score -725185.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -725196.750000 Penalty: 4481.376953
	Iteration 27Q: 3 clusters Score -725196.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -725208.125000 Penalty: 4481.376953
	Iteration 28Q: 3 clusters Score -725208.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -725217.375000 Penalty: 4481.376953
	Iteration 29Q: 3 clusters Score -725217.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -725227.312500 Penalty: 4481.376953
	Iteration 30Q: 3 clusters Score -725227.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -725238.625000 Penalty: 4481.376953
	Iteration 31Q: 3 clusters Score -725238.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -725247.062500 Penalty: 4481.376953
	Iteration 32Q: 3 clusters Score -725247.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -725262.687500 Penalty: 4481.376953
	Iteration 33Q: 3 clusters Score -725262.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -725275.562500 Penalty: 4481.376953
	Iteration 34Q: 3 clusters Score -725275.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -725286.250000 Penalty: 4481.376953
	Iteration 35Q: 3 clusters Score -725286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -725300.000000 Penalty: 4481.376953
	Iteration 36Q: 3 clusters Score -725300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -725307.687500 Penalty: 4481.376953
	Iteration 37Q: 3 clusters Score -725307.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -725315.875000 Penalty: 4481.376953
	Iteration 38Q: 3 clusters Score -725315.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -725323.750000 Penalty: 4481.376953
	Iteration 39Q: 3 clusters Score -725323.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -725334.812500 Penalty: 4481.376953
	Iteration 40F: 3 clusters Score -725334.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -725350.875000 Penalty: 4481.376953
	Iteration 41Q: 3 clusters Score -725350.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -725367.000000 Penalty: 4481.376953
	Iteration 42Q: 3 clusters Score -725367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -725373.062500 Penalty: 4481.376953
	Iteration 43Q: 3 clusters Score -725373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -725376.437500 Penalty: 4481.376953
	Iteration 44Q: 3 clusters Score -725376.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -725381.750000 Penalty: 4481.376953
	Iteration 45Q: 3 clusters Score -725381.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -725387.562500 Penalty: 4481.376953
	Iteration 46Q: 3 clusters Score -725387.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -725392.125000 Penalty: 4481.376953
	Iteration 47Q: 3 clusters Score -725392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -725396.125000 Penalty: 4481.376953
	Iteration 48Q: 3 clusters Score -725396.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -725402.375000 Penalty: 4481.376953
	Iteration 49Q: 3 clusters Score -725402.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -725405.562500 Penalty: 4481.376953
	Iteration 50Q: 3 clusters Score -725405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -725408.562500 Penalty: 4481.376953
	Iteration 51Q: 3 clusters Score -725408.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -725410.812500 Penalty: 4481.376953
	Iteration 52Q: 3 clusters Score -725410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -725416.375000 Penalty: 4481.376953
	Iteration 53Q: 3 clusters Score -725416.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -725420.125000 Penalty: 4481.376953
	Iteration 54Q: 3 clusters Score -725420.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -725422.437500 Penalty: 4481.376953
	Iteration 55Q: 3 clusters Score -725422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -725426.500000 Penalty: 4481.376953
	Iteration 56Q: 3 clusters Score -725426.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -725428.875000 Penalty: 4481.376953
	Iteration 57Q: 3 clusters Score -725428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -725431.375000 Penalty: 4481.376953
	Iteration 58Q: 3 clusters Score -725431.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -725434.062500 Penalty: 4481.376953
	Iteration 59Q: 3 clusters Score -725434.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -725435.875000 Penalty: 4481.376953
	Iteration 60F: 3 clusters Score -725435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -725437.687500 Penalty: 4481.376953
	Iteration 61Q: 3 clusters Score -725437.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -725439.875000 Penalty: 4481.376953
	Iteration 62Q: 3 clusters Score -725439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -725443.125000 Penalty: 4481.376953
	Iteration 63Q: 3 clusters Score -725443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -725445.687500 Penalty: 4481.376953
	Iteration 64Q: 3 clusters Score -725445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -725448.937500 Penalty: 4481.376953
	Iteration 65Q: 3 clusters Score -725448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -725452.937500 Penalty: 4481.376953
	Iteration 66Q: 3 clusters Score -725452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -725454.000000 Penalty: 4481.376953
	Iteration 67Q: 3 clusters Score -725454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -725455.812500 Penalty: 4481.376953
	Iteration 68Q: 3 clusters Score -725455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -725458.312500 Penalty: 4481.376953
	Iteration 69Q: 3 clusters Score -725458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -725458.250000 Penalty: 4481.376953
	Iteration 70Q: 3 clusters Score -725458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -725458.250000 Penalty: 4481.376953
	Iteration 71Q: 3 clusters Score -725458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -725460.437500 Penalty: 4481.376953
	Iteration 72Q: 3 clusters Score -725460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -725459.937500 Penalty: 4481.376953
	Iteration 73Q: 3 clusters Score -725459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -725459.937500 Penalty: 4481.376953
	Iteration 74F: 3 clusters Score -725459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -161428.421875 Penalty: 1893.675171
	Iteration 0F: 2 clusters Score -161428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -158763.531250 Penalty: 3787.350342
	Iteration 0F: 3 clusters Score -158763.5 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -159273.890625 Penalty: 3787.350342
	Iteration 1F: 3 clusters Score -159273.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -159424.656250 Penalty: 3787.350342
	Iteration 2F: 3 clusters Score -159424.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -159585.953125 Penalty: 3787.350342
	Iteration 3F: 3 clusters Score -159586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -159707.562500 Penalty: 3787.350342
	Iteration 4F: 3 clusters Score -159707.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -159818.765625 Penalty: 3787.350342
	Iteration 5Q: 3 clusters Score -159818.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -159922.203125 Penalty: 3787.350342
	Iteration 6Q: 3 clusters Score -159922.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -160008.968750 Penalty: 3787.350342
	Iteration 7Q: 3 clusters Score -160009 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -160102.640625 Penalty: 3787.350342
	Iteration 8Q: 3 clusters Score -160102.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -160194.843750 Penalty: 3787.350342
	Iteration 9Q: 3 clusters Score -160194.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -160281.984375 Penalty: 3787.350342
	Iteration 10Q: 3 clusters Score -160282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -160335.031250 Penalty: 3787.350342
	Iteration 11Q: 3 clusters Score -160335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160361.578125 Penalty: 3787.350342
	Iteration 12Q: 3 clusters Score -160361.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -160373.593750 Penalty: 3787.350342
	Iteration 13Q: 3 clusters Score -160373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -160385.343750 Penalty: 3787.350342
	Iteration 14Q: 3 clusters Score -160385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160398.750000 Penalty: 3787.350342
	Iteration 15Q: 3 clusters Score -160398.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -160409.187500 Penalty: 3787.350342
	Iteration 16Q: 3 clusters Score -160409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -160418.015625 Penalty: 3787.350342
	Iteration 17Q: 3 clusters Score -160418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -160427.171875 Penalty: 3787.350342
	Iteration 18Q: 3 clusters Score -160427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -160435.156250 Penalty: 3787.350342
	Iteration 19Q: 3 clusters Score -160435.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160447.640625 Penalty: 3787.350342
	Iteration 20F: 3 clusters Score -160447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -160457.593750 Penalty: 3787.350342
	Iteration 21Q: 3 clusters Score -160457.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -160464.968750 Penalty: 3787.350342
	Iteration 22Q: 3 clusters Score -160465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -160468.281250 Penalty: 3787.350342
	Iteration 23Q: 3 clusters Score -160468.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -160470.843750 Penalty: 3787.350342
	Iteration 24Q: 3 clusters Score -160470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -160473.156250 Penalty: 3787.350342
	Iteration 25Q: 3 clusters Score -160473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -160474.656250 Penalty: 3787.350342
	Iteration 26Q: 3 clusters Score -160474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -160476.031250 Penalty: 3787.350342
	Iteration 27Q: 3 clusters Score -160476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -160476.281250 Penalty: 3787.350342
	Iteration 28Q: 3 clusters Score -160476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -160476.281250 Penalty: 3787.350342
	Iteration 29F: 3 clusters Score -160476.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -238360.578125 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -238360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -235167.078125 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -235167.1 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -236032.671875 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -236032.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -236461.546875 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -236461.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -236846.140625 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -236846.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -237077.406250 Penalty: 3981.628174
	Iteration 4F: 3 clusters Score -237077.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -237290.171875 Penalty: 3981.628174
	Iteration 5F: 3 clusters Score -237290.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -237522.671875 Penalty: 3981.628174
	Iteration 6Q: 3 clusters Score -237522.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -237766.000000 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -237766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -237938.281250 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -237938.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -238060.671875 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -238060.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -238143.156250 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -238143.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -238231.234375 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -238231.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238279.359375 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -238279.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -238310.828125 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -238310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -238339.343750 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -238339.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -238371.031250 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -238371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -238402.328125 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -238402.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -238424.515625 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -238424.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -238437.765625 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -238437.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -238454.750000 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -238454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -238483.578125 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -238483.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -238535.062500 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -238535.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -238576.171875 Penalty: 3981.628174
	Iteration 22Q: 3 clusters Score -238576.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -238612.750000 Penalty: 3981.628174
	Iteration 23Q: 3 clusters Score -238612.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -238662.109375 Penalty: 3981.628174
	Iteration 24Q: 3 clusters Score -238662.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -238700.765625 Penalty: 3981.628174
	Iteration 25Q: 3 clusters Score -238700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -238713.718750 Penalty: 3981.628174
	Iteration 26Q: 3 clusters Score -238713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -238719.750000 Penalty: 3981.628174
	Iteration 27Q: 3 clusters Score -238719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -238721.375000 Penalty: 3981.628174
	Iteration 28Q: 3 clusters Score -238721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -238721.375000 Penalty: 3981.628174
	Iteration 29F: 3 clusters Score -238721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25581 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 3371 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 680 members 
Entering Unmasked Estep 
Score: -113006496.000000 Penalty: 139884.406250
Splitting cluster 28 changes total score from -113007720.000000 to -113006496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (21061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Entering Unmasked Estep 
Score: -1839543.375000 Penalty: 2468.884277
	Iteration 0F: 2 clusters Score -1839543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1824683.000000 Penalty: 4937.768555
	Iteration 0F: 3 clusters Score -1824683 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1830015.125000 Penalty: 4937.768555
	Iteration 1F: 3 clusters Score -1830015 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1830561.500000 Penalty: 4937.768555
	Iteration 2F: 3 clusters Score -1830562 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1831005.750000 Penalty: 4937.768555
	Iteration 3Q: 3 clusters Score -1831006 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1831412.375000 Penalty: 4937.768555
	Iteration 4Q: 3 clusters Score -1831412 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1831793.375000 Penalty: 4937.768555
	Iteration 5Q: 3 clusters Score -1831793 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1832143.125000 Penalty: 4937.768555
	Iteration 6Q: 3 clusters Score -1832143 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1832491.875000 Penalty: 4937.768555
	Iteration 7Q: 3 clusters Score -1832492 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1832782.625000 Penalty: 4937.768555
	Iteration 8Q: 3 clusters Score -1832783 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1833025.125000 Penalty: 4937.768555
	Iteration 9Q: 3 clusters Score -1833025 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1833262.750000 Penalty: 4937.768555
	Iteration 10Q: 3 clusters Score -1833263 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1833446.250000 Penalty: 4937.768555
	Iteration 11Q: 3 clusters Score -1833446 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1833608.250000 Penalty: 4937.768555
	Iteration 12Q: 3 clusters Score -1833608 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1833772.875000 Penalty: 4937.768555
	Iteration 13Q: 3 clusters Score -1833773 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1833961.000000 Penalty: 4937.768555
	Iteration 14Q: 3 clusters Score -1833961 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1834142.750000 Penalty: 4937.768555
	Iteration 15Q: 3 clusters Score -1834143 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1834364.750000 Penalty: 4937.768555
	Iteration 16Q: 3 clusters Score -1834365 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1834613.500000 Penalty: 4937.768555
	Iteration 17Q: 3 clusters Score -1834614 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1834870.625000 Penalty: 4937.768555
	Iteration 18Q: 3 clusters Score -1834871 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1835155.625000 Penalty: 4937.768555
	Iteration 19Q: 3 clusters Score -1835156 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1835386.750000 Penalty: 4937.768555
	Iteration 20F: 3 clusters Score -1835387 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1835580.875000 Penalty: 4937.768555
	Iteration 21Q: 3 clusters Score -1835581 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1835757.875000 Penalty: 4937.768555
	Iteration 22Q: 3 clusters Score -1835758 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1835906.750000 Penalty: 4937.768555
	Iteration 23Q: 3 clusters Score -1835907 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1836064.250000 Penalty: 4937.768555
	Iteration 24Q: 3 clusters Score -1836064 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1836215.750000 Penalty: 4937.768555
	Iteration 25Q: 3 clusters Score -1836216 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1836368.750000 Penalty: 4937.768555
	Iteration 26Q: 3 clusters Score -1836369 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1836493.750000 Penalty: 4937.768555
	Iteration 27Q: 3 clusters Score -1836494 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1836616.000000 Penalty: 4937.768555
	Iteration 28Q: 3 clusters Score -1836616 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1836737.500000 Penalty: 4937.768555
	Iteration 29Q: 3 clusters Score -1836738 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1836859.500000 Penalty: 4937.768555
	Iteration 30Q: 3 clusters Score -1836860 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1836969.625000 Penalty: 4937.768555
	Iteration 31Q: 3 clusters Score -1836970 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1837071.375000 Penalty: 4937.768555
	Iteration 32Q: 3 clusters Score -1837071 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1837164.875000 Penalty: 4937.768555
	Iteration 33Q: 3 clusters Score -1837165 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1837262.250000 Penalty: 4937.768555
	Iteration 34Q: 3 clusters Score -1837262 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1837354.500000 Penalty: 4937.768555
	Iteration 35Q: 3 clusters Score -1837354 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1837433.000000 Penalty: 4937.768555
	Iteration 36Q: 3 clusters Score -1837433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1837515.625000 Penalty: 4937.768555
	Iteration 37Q: 3 clusters Score -1837516 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1837578.375000 Penalty: 4937.768555
	Iteration 38Q: 3 clusters Score -1837578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1837638.000000 Penalty: 4937.768555
	Iteration 39Q: 3 clusters Score -1837638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1837690.250000 Penalty: 4937.768555
	Iteration 40F: 3 clusters Score -1837690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1837727.750000 Penalty: 4937.768555
	Iteration 41Q: 3 clusters Score -1837728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1837757.875000 Penalty: 4937.768555
	Iteration 42Q: 3 clusters Score -1837758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1837771.750000 Penalty: 4937.768555
	Iteration 43Q: 3 clusters Score -1837772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1837792.750000 Penalty: 4937.768555
	Iteration 44Q: 3 clusters Score -1837793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1837804.750000 Penalty: 4937.768555
	Iteration 45Q: 3 clusters Score -1837805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1837814.625000 Penalty: 4937.768555
	Iteration 46Q: 3 clusters Score -1837815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1837824.625000 Penalty: 4937.768555
	Iteration 47Q: 3 clusters Score -1837825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1837830.625000 Penalty: 4937.768555
	Iteration 48Q: 3 clusters Score -1837831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1837832.000000 Penalty: 4937.768555
	Iteration 49Q: 3 clusters Score -1837832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1837835.250000 Penalty: 4937.768555
	Iteration 50Q: 3 clusters Score -1837835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1837835.000000 Penalty: 4937.768555
	Iteration 51Q: 3 clusters Score -1837835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1837839.375000 Penalty: 4937.768555
	Iteration 52Q: 3 clusters Score -1837839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1837839.500000 Penalty: 4937.768555
	Iteration 53Q: 3 clusters Score -1837840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1837839.500000 Penalty: 4937.768555
	Iteration 54Q: 3 clusters Score -1837840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1837842.125000 Penalty: 4937.768555
	Iteration 55Q: 3 clusters Score -1837842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1837844.750000 Penalty: 4937.768555
	Iteration 56Q: 3 clusters Score -1837845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1837845.125000 Penalty: 4937.768555
	Iteration 57Q: 3 clusters Score -1837845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1837850.500000 Penalty: 4937.768555
	Iteration 58Q: 3 clusters Score -1837850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1837852.125000 Penalty: 4937.768555
	Iteration 59Q: 3 clusters Score -1837852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1837858.000000 Penalty: 4937.768555
	Iteration 60F: 3 clusters Score -1837858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1837864.250000 Penalty: 4937.768555
	Iteration 61Q: 3 clusters Score -1837864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1837862.125000 Penalty: 4937.768555
	Iteration 62Q: 3 clusters Score -1837862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1837870.750000 Penalty: 4937.768555
	Iteration 63Q: 3 clusters Score -1837871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1837875.750000 Penalty: 4937.768555
	Iteration 64Q: 3 clusters Score -1837876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1837877.500000 Penalty: 4937.768555
	Iteration 65Q: 3 clusters Score -1837878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1837880.125000 Penalty: 4937.768555
	Iteration 66Q: 3 clusters Score -1837880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1837883.875000 Penalty: 4937.768555
	Iteration 67Q: 3 clusters Score -1837884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1837888.750000 Penalty: 4937.768555
	Iteration 68Q: 3 clusters Score -1837889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1837888.750000 Penalty: 4937.768555
	Iteration 69Q: 3 clusters Score -1837889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1837888.750000 Penalty: 4937.768555
	Iteration 70Q: 3 clusters Score -1837889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1837891.125000 Penalty: 4937.768555
	Iteration 71Q: 3 clusters Score -1837891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1837890.375000 Penalty: 4937.768555
	Iteration 72Q: 3 clusters Score -1837890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1837888.250000 Penalty: 4937.768555
	Iteration 73Q: 3 clusters Score -1837888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1837889.000000 Penalty: 4937.768555
	Iteration 74Q: 3 clusters Score -1837889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1837891.375000 Penalty: 4937.768555
	Iteration 75Q: 3 clusters Score -1837891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1837891.375000 Penalty: 4937.768555
	Iteration 76Q: 3 clusters Score -1837891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1837893.375000 Penalty: 4937.768555
	Iteration 77Q: 3 clusters Score -1837893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1837893.125000 Penalty: 4937.768555
	Iteration 78Q: 3 clusters Score -1837893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1837892.625000 Penalty: 4937.768555
	Iteration 79Q: 3 clusters Score -1837893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1837894.750000 Penalty: 4937.768555
	Iteration 80F: 3 clusters Score -1837895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1837894.500000 Penalty: 4937.768555
	Iteration 81Q: 3 clusters Score -1837894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1837892.875000 Penalty: 4937.768555
	Iteration 82Q: 3 clusters Score -1837893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1837892.875000 Penalty: 4937.768555
	Iteration 83F: 3 clusters Score -1837893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Entering Unmasked Estep 
Score: -1248965.125000 Penalty: 2375.987061
	Iteration 0F: 2 clusters Score -1248965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1238467.375000 Penalty: 4751.974121
	Iteration 0F: 3 clusters Score -1238467 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1242046.500000 Penalty: 4751.974121
	Iteration 1F: 3 clusters Score -1242046 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1242573.875000 Penalty: 4751.974121
	Iteration 2F: 3 clusters Score -1242574 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1243077.750000 Penalty: 4751.974121
	Iteration 3F: 3 clusters Score -1243078 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1243616.125000 Penalty: 4751.974121
	Iteration 4F: 3 clusters Score -1243616 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1244209.375000 Penalty: 4751.974121
	Iteration 5F: 3 clusters Score -1244209 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1244845.750000 Penalty: 4751.974121
	Iteration 6F: 3 clusters Score -1244846 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1245468.500000 Penalty: 4751.974121
	Iteration 7F: 3 clusters Score -1245468 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1245977.375000 Penalty: 4751.974121
	Iteration 8Q: 3 clusters Score -1245977 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1246381.875000 Penalty: 4751.974121
	Iteration 9Q: 3 clusters Score -1246382 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1246647.375000 Penalty: 4751.974121
	Iteration 10Q: 3 clusters Score -1246647 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1246819.750000 Penalty: 4751.974121
	Iteration 11Q: 3 clusters Score -1246820 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1246939.375000 Penalty: 4751.974121
	Iteration 12Q: 3 clusters Score -1246939 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1247039.875000 Penalty: 4751.974121
	Iteration 13Q: 3 clusters Score -1247040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1247113.000000 Penalty: 4751.974121
	Iteration 14Q: 3 clusters Score -1247113 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1247153.000000 Penalty: 4751.974121
	Iteration 15Q: 3 clusters Score -1247153 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1247188.125000 Penalty: 4751.974121
	Iteration 16Q: 3 clusters Score -1247188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1247220.875000 Penalty: 4751.974121
	Iteration 17Q: 3 clusters Score -1247221 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1247237.875000 Penalty: 4751.974121
	Iteration 18Q: 3 clusters Score -1247238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1247255.625000 Penalty: 4751.974121
	Iteration 19Q: 3 clusters Score -1247256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1247265.250000 Penalty: 4751.974121
	Iteration 20F: 3 clusters Score -1247265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1247278.750000 Penalty: 4751.974121
	Iteration 21Q: 3 clusters Score -1247279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1247295.125000 Penalty: 4751.974121
	Iteration 22Q: 3 clusters Score -1247295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1247310.125000 Penalty: 4751.974121
	Iteration 23Q: 3 clusters Score -1247310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1247332.000000 Penalty: 4751.974121
	Iteration 24Q: 3 clusters Score -1247332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1247348.625000 Penalty: 4751.974121
	Iteration 25Q: 3 clusters Score -1247349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1247368.375000 Penalty: 4751.974121
	Iteration 26Q: 3 clusters Score -1247368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1247389.625000 Penalty: 4751.974121
	Iteration 27Q: 3 clusters Score -1247390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1247396.500000 Penalty: 4751.974121
	Iteration 28Q: 3 clusters Score -1247396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1247405.500000 Penalty: 4751.974121
	Iteration 29Q: 3 clusters Score -1247406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1247410.500000 Penalty: 4751.974121
	Iteration 30Q: 3 clusters Score -1247410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1247413.125000 Penalty: 4751.974121
	Iteration 31Q: 3 clusters Score -1247413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1247413.500000 Penalty: 4751.974121
	Iteration 32Q: 3 clusters Score -1247414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1247418.000000 Penalty: 4751.974121
	Iteration 33Q: 3 clusters Score -1247418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1247420.750000 Penalty: 4751.974121
	Iteration 34Q: 3 clusters Score -1247421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1247417.500000 Penalty: 4751.974121
	Iteration 35Q: 3 clusters Score -1247418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1247420.125000 Penalty: 4751.974121
	Iteration 36Q: 3 clusters Score -1247420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1247419.750000 Penalty: 4751.974121
	Iteration 37Q: 3 clusters Score -1247420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1247421.250000 Penalty: 4751.974121
	Iteration 38Q: 3 clusters Score -1247421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1247418.500000 Penalty: 4751.974121
	Iteration 39Q: 3 clusters Score -1247418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1247421.875000 Penalty: 4751.974121
	Iteration 40F: 3 clusters Score -1247422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1247424.625000 Penalty: 4751.974121
	Iteration 41Q: 3 clusters Score -1247425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1247425.875000 Penalty: 4751.974121
	Iteration 42Q: 3 clusters Score -1247426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1247423.750000 Penalty: 4751.974121
	Iteration 43Q: 3 clusters Score -1247424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1247428.625000 Penalty: 4751.974121
	Iteration 44Q: 3 clusters Score -1247429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1247426.375000 Penalty: 4751.974121
	Iteration 45Q: 3 clusters Score -1247426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1247427.375000 Penalty: 4751.974121
	Iteration 46Q: 3 clusters Score -1247427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1247426.750000 Penalty: 4751.974121
	Iteration 47Q: 3 clusters Score -1247427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1247429.250000 Penalty: 4751.974121
	Iteration 48Q: 3 clusters Score -1247429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1247429.125000 Penalty: 4751.974121
	Iteration 49Q: 3 clusters Score -1247429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1247429.875000 Penalty: 4751.974121
	Iteration 50Q: 3 clusters Score -1247430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1247432.000000 Penalty: 4751.974121
	Iteration 51Q: 3 clusters Score -1247432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1247430.750000 Penalty: 4751.974121
	Iteration 52Q: 3 clusters Score -1247431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1247432.375000 Penalty: 4751.974121
	Iteration 53Q: 3 clusters Score -1247432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1247430.875000 Penalty: 4751.974121
	Iteration 54Q: 3 clusters Score -1247431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1247433.125000 Penalty: 4751.974121
	Iteration 55Q: 3 clusters Score -1247433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1247436.125000 Penalty: 4751.974121
	Iteration 56Q: 3 clusters Score -1247436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1247437.875000 Penalty: 4751.974121
	Iteration 57Q: 3 clusters Score -1247438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1247437.875000 Penalty: 4751.974121
	Iteration 58F: 3 clusters Score -1247438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Entering Unmasked Estep 
Score: -905625.687500 Penalty: 2292.983154
	Iteration 0F: 2 clusters Score -905625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -897736.000000 Penalty: 4585.966309
	Iteration 0F: 3 clusters Score -897736 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -900063.375000 Penalty: 4585.966309
	Iteration 1F: 3 clusters Score -900063.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -900353.812500 Penalty: 4585.966309
	Iteration 2F: 3 clusters Score -900353.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -900601.125000 Penalty: 4585.966309
	Iteration 3Q: 3 clusters Score -900601.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -900857.687500 Penalty: 4585.966309
	Iteration 4Q: 3 clusters Score -900857.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -901126.875000 Penalty: 4585.966309
	Iteration 5Q: 3 clusters Score -901126.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -901459.625000 Penalty: 4585.966309
	Iteration 6F: 3 clusters Score -901459.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -901858.500000 Penalty: 4585.966309
	Iteration 7F: 3 clusters Score -901858.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -902252.812500 Penalty: 4585.966309
	Iteration 8F: 3 clusters Score -902252.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -902601.875000 Penalty: 4585.966309
	Iteration 9Q: 3 clusters Score -902601.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -902923.562500 Penalty: 4585.966309
	Iteration 10Q: 3 clusters Score -902923.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -903206.187500 Penalty: 4585.966309
	Iteration 11Q: 3 clusters Score -903206.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -903377.500000 Penalty: 4585.966309
	Iteration 12Q: 3 clusters Score -903377.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -903493.437500 Penalty: 4585.966309
	Iteration 13Q: 3 clusters Score -903493.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -903568.750000 Penalty: 4585.966309
	Iteration 14Q: 3 clusters Score -903568.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -903619.125000 Penalty: 4585.966309
	Iteration 15Q: 3 clusters Score -903619.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -903648.500000 Penalty: 4585.966309
	Iteration 16Q: 3 clusters Score -903648.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -903672.312500 Penalty: 4585.966309
	Iteration 17Q: 3 clusters Score -903672.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -903689.750000 Penalty: 4585.966309
	Iteration 18Q: 3 clusters Score -903689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -903694.500000 Penalty: 4585.966309
	Iteration 19Q: 3 clusters Score -903694.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -903703.687500 Penalty: 4585.966309
	Iteration 20F: 3 clusters Score -903703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -903706.312500 Penalty: 4585.966309
	Iteration 21Q: 3 clusters Score -903706.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -903710.625000 Penalty: 4585.966309
	Iteration 22Q: 3 clusters Score -903710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -903710.437500 Penalty: 4585.966309
	Iteration 23Q: 3 clusters Score -903710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -903711.250000 Penalty: 4585.966309
	Iteration 24Q: 3 clusters Score -903711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -903711.375000 Penalty: 4585.966309
	Iteration 25Q: 3 clusters Score -903711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -903711.375000 Penalty: 4585.966309
	Iteration 26F: 3 clusters Score -903711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Entering Unmasked Estep 
Score: -1250931.750000 Penalty: 2370.550293
	Iteration 0F: 2 clusters Score -1250932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1240510.250000 Penalty: 4741.100586
	Iteration 0F: 3 clusters Score -1240510 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1243858.500000 Penalty: 4741.100586
	Iteration 1F: 3 clusters Score -1243858 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1244220.750000 Penalty: 4741.100586
	Iteration 2F: 3 clusters Score -1244221 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1244502.500000 Penalty: 4741.100586
	Iteration 3Q: 3 clusters Score -1244502 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1244750.625000 Penalty: 4741.100586
	Iteration 4Q: 3 clusters Score -1244751 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1244983.625000 Penalty: 4741.100586
	Iteration 5Q: 3 clusters Score -1244984 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1245212.000000 Penalty: 4741.100586
	Iteration 6Q: 3 clusters Score -1245212 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1245482.250000 Penalty: 4741.100586
	Iteration 7Q: 3 clusters Score -1245482 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1245817.125000 Penalty: 4741.100586
	Iteration 8Q: 3 clusters Score -1245817 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1246200.000000 Penalty: 4741.100586
	Iteration 9Q: 3 clusters Score -1246200 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1246604.750000 Penalty: 4741.100586
	Iteration 10Q: 3 clusters Score -1246605 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1246963.000000 Penalty: 4741.100586
	Iteration 11Q: 3 clusters Score -1246963 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1247302.875000 Penalty: 4741.100586
	Iteration 12Q: 3 clusters Score -1247303 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1247627.500000 Penalty: 4741.100586
	Iteration 13Q: 3 clusters Score -1247628 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1247864.250000 Penalty: 4741.100586
	Iteration 14Q: 3 clusters Score -1247864 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1248039.000000 Penalty: 4741.100586
	Iteration 15Q: 3 clusters Score -1248039 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1248181.250000 Penalty: 4741.100586
	Iteration 16Q: 3 clusters Score -1248181 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1248289.250000 Penalty: 4741.100586
	Iteration 17Q: 3 clusters Score -1248289 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1248397.125000 Penalty: 4741.100586
	Iteration 18Q: 3 clusters Score -1248397 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1248471.875000 Penalty: 4741.100586
	Iteration 19Q: 3 clusters Score -1248472 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1248527.500000 Penalty: 4741.100586
	Iteration 20F: 3 clusters Score -1248528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1248580.500000 Penalty: 4741.100586
	Iteration 21Q: 3 clusters Score -1248580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1248616.500000 Penalty: 4741.100586
	Iteration 22Q: 3 clusters Score -1248616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1248651.250000 Penalty: 4741.100586
	Iteration 23Q: 3 clusters Score -1248651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1248668.250000 Penalty: 4741.100586
	Iteration 24Q: 3 clusters Score -1248668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1248689.500000 Penalty: 4741.100586
	Iteration 25Q: 3 clusters Score -1248690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1248703.500000 Penalty: 4741.100586
	Iteration 26Q: 3 clusters Score -1248704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1248716.625000 Penalty: 4741.100586
	Iteration 27Q: 3 clusters Score -1248717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1248728.000000 Penalty: 4741.100586
	Iteration 28Q: 3 clusters Score -1248728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1248739.250000 Penalty: 4741.100586
	Iteration 29Q: 3 clusters Score -1248739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1248748.250000 Penalty: 4741.100586
	Iteration 30Q: 3 clusters Score -1248748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1248755.500000 Penalty: 4741.100586
	Iteration 31Q: 3 clusters Score -1248756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1248761.625000 Penalty: 4741.100586
	Iteration 32Q: 3 clusters Score -1248762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1248761.625000 Penalty: 4741.100586
	Iteration 33Q: 3 clusters Score -1248762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1248766.875000 Penalty: 4741.100586
	Iteration 34Q: 3 clusters Score -1248767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1248771.625000 Penalty: 4741.100586
	Iteration 35Q: 3 clusters Score -1248772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1248780.125000 Penalty: 4741.100586
	Iteration 36Q: 3 clusters Score -1248780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1248789.250000 Penalty: 4741.100586
	Iteration 37Q: 3 clusters Score -1248789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1248794.125000 Penalty: 4741.100586
	Iteration 38Q: 3 clusters Score -1248794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1248801.125000 Penalty: 4741.100586
	Iteration 39Q: 3 clusters Score -1248801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1248804.875000 Penalty: 4741.100586
	Iteration 40F: 3 clusters Score -1248805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1248812.875000 Penalty: 4741.100586
	Iteration 41Q: 3 clusters Score -1248813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1248819.500000 Penalty: 4741.100586
	Iteration 42Q: 3 clusters Score -1248820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1248824.250000 Penalty: 4741.100586
	Iteration 43Q: 3 clusters Score -1248824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1248829.250000 Penalty: 4741.100586
	Iteration 44Q: 3 clusters Score -1248829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1248835.875000 Penalty: 4741.100586
	Iteration 45Q: 3 clusters Score -1248836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1248837.500000 Penalty: 4741.100586
	Iteration 46Q: 3 clusters Score -1248838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1248840.375000 Penalty: 4741.100586
	Iteration 47Q: 3 clusters Score -1248840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1248838.375000 Penalty: 4741.100586
	Iteration 48Q: 3 clusters Score -1248838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1248840.000000 Penalty: 4741.100586
	Iteration 49Q: 3 clusters Score -1248840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1248839.375000 Penalty: 4741.100586
	Iteration 50Q: 3 clusters Score -1248839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1248839.375000 Penalty: 4741.100586
	Iteration 51F: 3 clusters Score -1248839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Entering Unmasked Estep 
Score: -1107013.500000 Penalty: 2350.068848
	Iteration 0F: 2 clusters Score -1107014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1097338.125000 Penalty: 4700.137695
	Iteration 0F: 3 clusters Score -1097338 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1100257.750000 Penalty: 4700.137695
	Iteration 1F: 3 clusters Score -1100258 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1100572.875000 Penalty: 4700.137695
	Iteration 2F: 3 clusters Score -1100573 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1100846.250000 Penalty: 4700.137695
	Iteration 3Q: 3 clusters Score -1100846 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1101130.000000 Penalty: 4700.137695
	Iteration 4Q: 3 clusters Score -1101130 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1101426.750000 Penalty: 4700.137695
	Iteration 5Q: 3 clusters Score -1101427 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1101775.000000 Penalty: 4700.137695
	Iteration 6Q: 3 clusters Score -1101775 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1102194.500000 Penalty: 4700.137695
	Iteration 7F: 3 clusters Score -1102194 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1102662.125000 Penalty: 4700.137695
	Iteration 8F: 3 clusters Score -1102662 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1103150.625000 Penalty: 4700.137695
	Iteration 9F: 3 clusters Score -1103151 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1103615.250000 Penalty: 4700.137695
	Iteration 10Q: 3 clusters Score -1103615 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1104021.250000 Penalty: 4700.137695
	Iteration 11Q: 3 clusters Score -1104021 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1104286.500000 Penalty: 4700.137695
	Iteration 12Q: 3 clusters Score -1104286 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1104468.125000 Penalty: 4700.137695
	Iteration 13Q: 3 clusters Score -1104468 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1104598.000000 Penalty: 4700.137695
	Iteration 14Q: 3 clusters Score -1104598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1104731.125000 Penalty: 4700.137695
	Iteration 15Q: 3 clusters Score -1104731 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1104846.625000 Penalty: 4700.137695
	Iteration 16Q: 3 clusters Score -1104847 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1104924.500000 Penalty: 4700.137695
	Iteration 17Q: 3 clusters Score -1104924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1104978.500000 Penalty: 4700.137695
	Iteration 18Q: 3 clusters Score -1104978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1105022.500000 Penalty: 4700.137695
	Iteration 19Q: 3 clusters Score -1105022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1105043.500000 Penalty: 4700.137695
	Iteration 20F: 3 clusters Score -1105044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1105056.875000 Penalty: 4700.137695
	Iteration 21Q: 3 clusters Score -1105057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1105070.250000 Penalty: 4700.137695
	Iteration 22Q: 3 clusters Score -1105070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1105079.625000 Penalty: 4700.137695
	Iteration 23Q: 3 clusters Score -1105080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1105093.250000 Penalty: 4700.137695
	Iteration 24Q: 3 clusters Score -1105093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1105105.125000 Penalty: 4700.137695
	Iteration 25Q: 3 clusters Score -1105105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1105110.375000 Penalty: 4700.137695
	Iteration 26Q: 3 clusters Score -1105110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1105114.375000 Penalty: 4700.137695
	Iteration 27Q: 3 clusters Score -1105114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1105116.125000 Penalty: 4700.137695
	Iteration 28Q: 3 clusters Score -1105116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1105119.625000 Penalty: 4700.137695
	Iteration 29Q: 3 clusters Score -1105120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1105118.875000 Penalty: 4700.137695
	Iteration 30Q: 3 clusters Score -1105119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1105122.000000 Penalty: 4700.137695
	Iteration 31Q: 3 clusters Score -1105122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1105120.500000 Penalty: 4700.137695
	Iteration 32Q: 3 clusters Score -1105120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1105122.375000 Penalty: 4700.137695
	Iteration 33Q: 3 clusters Score -1105122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1105122.375000 Penalty: 4700.137695
	Iteration 34F: 3 clusters Score -1105122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Entering Unmasked Estep 
Score: -579340.437500 Penalty: 2201.348389
	Iteration 0F: 2 clusters Score -579340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -573493.562500 Penalty: 4402.696777
	Iteration 0F: 3 clusters Score -573493.6 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -575053.000000 Penalty: 4402.696777
	Iteration 1F: 3 clusters Score -575053 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -575359.437500 Penalty: 4402.696777
	Iteration 2F: 3 clusters Score -575359.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -575605.937500 Penalty: 4402.696777
	Iteration 3F: 3 clusters Score -575605.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -575798.187500 Penalty: 4402.696777
	Iteration 4Q: 3 clusters Score -575798.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -575984.312500 Penalty: 4402.696777
	Iteration 5Q: 3 clusters Score -575984.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -576162.000000 Penalty: 4402.696777
	Iteration 6Q: 3 clusters Score -576162 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -576330.312500 Penalty: 4402.696777
	Iteration 7Q: 3 clusters Score -576330.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -576477.625000 Penalty: 4402.696777
	Iteration 8Q: 3 clusters Score -576477.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -576644.562500 Penalty: 4402.696777
	Iteration 9Q: 3 clusters Score -576644.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -576806.187500 Penalty: 4402.696777
	Iteration 10Q: 3 clusters Score -576806.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -576958.812500 Penalty: 4402.696777
	Iteration 11Q: 3 clusters Score -576958.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -577086.625000 Penalty: 4402.696777
	Iteration 12Q: 3 clusters Score -577086.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -577182.187500 Penalty: 4402.696777
	Iteration 13Q: 3 clusters Score -577182.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -577240.500000 Penalty: 4402.696777
	Iteration 14Q: 3 clusters Score -577240.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -577296.250000 Penalty: 4402.696777
	Iteration 15Q: 3 clusters Score -577296.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -577336.187500 Penalty: 4402.696777
	Iteration 16Q: 3 clusters Score -577336.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -577380.937500 Penalty: 4402.696777
	Iteration 17Q: 3 clusters Score -577380.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -577419.312500 Penalty: 4402.696777
	Iteration 18Q: 3 clusters Score -577419.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -577452.125000 Penalty: 4402.696777
	Iteration 19Q: 3 clusters Score -577452.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -577478.000000 Penalty: 4402.696777
	Iteration 20F: 3 clusters Score -577478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -577498.625000 Penalty: 4402.696777
	Iteration 21Q: 3 clusters Score -577498.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -577520.625000 Penalty: 4402.696777
	Iteration 22Q: 3 clusters Score -577520.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -577543.125000 Penalty: 4402.696777
	Iteration 23Q: 3 clusters Score -577543.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -577562.500000 Penalty: 4402.696777
	Iteration 24Q: 3 clusters Score -577562.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -577573.875000 Penalty: 4402.696777
	Iteration 25Q: 3 clusters Score -577573.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -577585.875000 Penalty: 4402.696777
	Iteration 26Q: 3 clusters Score -577585.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -577594.250000 Penalty: 4402.696777
	Iteration 27Q: 3 clusters Score -577594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -577599.937500 Penalty: 4402.696777
	Iteration 28Q: 3 clusters Score -577599.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -577608.000000 Penalty: 4402.696777
	Iteration 29Q: 3 clusters Score -577608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -577614.062500 Penalty: 4402.696777
	Iteration 30Q: 3 clusters Score -577614.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -577618.500000 Penalty: 4402.696777
	Iteration 31Q: 3 clusters Score -577618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -577621.312500 Penalty: 4402.696777
	Iteration 32Q: 3 clusters Score -577621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -577621.250000 Penalty: 4402.696777
	Iteration 33Q: 3 clusters Score -577621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -577622.000000 Penalty: 4402.696777
	Iteration 34Q: 3 clusters Score -577622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -577623.687500 Penalty: 4402.696777
	Iteration 35Q: 3 clusters Score -577623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -577625.937500 Penalty: 4402.696777
	Iteration 36Q: 3 clusters Score -577625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -577628.937500 Penalty: 4402.696777
	Iteration 37Q: 3 clusters Score -577628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -577628.687500 Penalty: 4402.696777
	Iteration 38Q: 3 clusters Score -577628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -577628.687500 Penalty: 4402.696777
	Iteration 39F: 3 clusters Score -577628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -280061.062500 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -280061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -276551.437500 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -276551.4 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -277262.437500 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -277262.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -277414.250000 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -277414.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -277507.281250 Penalty: 4028.990479
	Iteration 3Q: 3 clusters Score -277507.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -277567.250000 Penalty: 4028.990479
	Iteration 4Q: 3 clusters Score -277567.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -277609.000000 Penalty: 4028.990479
	Iteration 5Q: 3 clusters Score -277609 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -277643.000000 Penalty: 4028.990479
	Iteration 6Q: 3 clusters Score -277643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -277670.281250 Penalty: 4028.990479
	Iteration 7Q: 3 clusters Score -277670.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -277703.468750 Penalty: 4028.990479
	Iteration 8Q: 3 clusters Score -277703.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -277743.187500 Penalty: 4028.990479
	Iteration 9Q: 3 clusters Score -277743.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -277788.687500 Penalty: 4028.990479
	Iteration 10Q: 3 clusters Score -277788.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -277843.718750 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -277843.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -277945.875000 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -277945.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -278151.468750 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -278151.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -278622.218750 Penalty: 4028.990479
	Iteration 14Q: 3 clusters Score -278622.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -279384.062500 Penalty: 4028.990479
	Iteration 15F: 3 clusters Score -279384.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -279869.562500 Penalty: 4028.990479
	Iteration 16F: 3 clusters Score -279869.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -280083.406250 Penalty: 4028.990479
	Iteration 17F: 3 clusters Score -280083.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -280213.343750 Penalty: 4028.990479
	Iteration 18Q: 3 clusters Score -280213.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -280300.593750 Penalty: 4028.990479
	Iteration 19Q: 3 clusters Score -280300.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -280343.312500 Penalty: 4028.990479
	Iteration 20F: 3 clusters Score -280343.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -280375.437500 Penalty: 4028.990479
	Iteration 21Q: 3 clusters Score -280375.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -280416.750000 Penalty: 4028.990479
	Iteration 22Q: 3 clusters Score -280416.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -280476.250000 Penalty: 4028.990479
	Iteration 23Q: 3 clusters Score -280476.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -280582.593750 Penalty: 4028.990479
	Iteration 24Q: 3 clusters Score -280582.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280771.062500 Penalty: 4028.990479
	Iteration 25Q: 3 clusters Score -280771.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -280911.218750 Penalty: 4028.990479
	Iteration 26Q: 3 clusters Score -280911.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -280948.625000 Penalty: 4028.990479
	Iteration 27Q: 3 clusters Score -280948.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -280957.781250 Penalty: 4028.990479
	Iteration 28Q: 3 clusters Score -280957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 29Q: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -280958.031250 Penalty: 4028.990479
	Iteration 30F: 3 clusters Score -280958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 6138 members 
Mstep: Class 3 contains 101641 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 12442 members 
Mstep: Class 6 contains 14808 members 
Mstep: Class 7 contains 7055 members 
Mstep: Class 8 contains 412902 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 19291 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 4948 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 5827 members 
Mstep: Class 16 contains 7570 members 
Mstep: Class 17 contains 16896 members 
Mstep: Class 18 contains 25938 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 329099 members 
Mstep: Class 23 contains 25581 members 
Mstep: Class 24 contains 53470 members 
Mstep: Class 25 contains 33073 members 
Mstep: Class 26 contains 8392 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 21061 members 
Mstep: Class 30 contains 14481 members 
Mstep: Class 31 contains 10362 members 
Mstep: Class 32 contains 14167 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 7161 members 
Mstep: Class 35 contains 2417 members 
Mstep: Class 36 contains 3157 members 
Mstep: Class 37 contains 904 members 
Mstep: Class 38 contains 6857 members 
Mstep: Class 39 contains 3151 members 
Mstep: Class 40 contains 954 members 
Entering Unmasked Estep 
Score: -113007072.000000 Penalty: 139884.406250
Splitting cluster 35 changes total score from -113007720.000000 to -113007072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -264960.375000 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -264960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -261578.609375 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -261578.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -262318.500000 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -262318.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262495.250000 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -262495.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -262591.906250 Penalty: 3996.459473
	Iteration 3Q: 3 clusters Score -262591.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -262649.750000 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -262649.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -262696.531250 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -262696.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -262733.437500 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -262733.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -262760.375000 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -262760.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -262784.125000 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -262784.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -262804.187500 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -262804.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -262815.656250 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -262815.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -262826.000000 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -262826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -262843.625000 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -262843.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -262870.406250 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -262870.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -262899.906250 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -262899.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -262931.187500 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -262931.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -262950.500000 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -262950.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -262970.500000 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -262970.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -262994.000000 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -262994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -263021.250000 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -263021.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -263059.125000 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -263059.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -263095.937500 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -263095.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -263135.500000 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -263135.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -263176.000000 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -263176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -263223.656250 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -263223.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -263287.468750 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -263287.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -263352.500000 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -263352.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -263418.718750 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -263418.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -263494.281250 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -263494.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -263558.750000 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -263558.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -263603.968750 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -263604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -263639.031250 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -263639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -263663.625000 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -263663.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -263678.375000 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -263678.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -263684.281250 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -263684.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -263690.125000 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -263690.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -263693.593750 Penalty: 3996.459473
	Iteration 36Q: 3 clusters Score -263693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -263695.625000 Penalty: 3996.459473
	Iteration 37Q: 3 clusters Score -263695.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -263696.781250 Penalty: 3996.459473
	Iteration 38Q: 3 clusters Score -263696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -263696.781250 Penalty: 3996.459473
	Iteration 39F: 3 clusters Score -263696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -72365.648438 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -72365.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70542.570312 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -70542.57 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70842.500000 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -70842.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70933.257812 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -70933.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70983.078125 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -70983.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71023.601562 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -71023.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71059.343750 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -71059.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71086.460938 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -71086.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71116.617188 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -71116.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71141.515625 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -71141.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71176.343750 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -71176.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -71208.460938 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -71208.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71260.500000 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -71260.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71344.156250 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -71344.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -71425.609375 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -71425.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -71505.273438 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -71505.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71633.312500 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -71633.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71735.609375 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -71735.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -71791.304688 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -71791.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -71826.226562 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -71826.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -71854.921875 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -71854.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71916.734375 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -71916.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72018.953125 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -72018.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72068.710938 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -72068.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72141.593750 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -72141.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -72163.328125 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -72163.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -72173.414062 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -72173.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72175.632812 Penalty: 3376.187500
	Iteration 26Q: 3 clusters Score -72175.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72175.632812 Penalty: 3376.187500
	Iteration 27F: 3 clusters Score -72175.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Entering Unmasked Estep 
Score: -577275.312500 Penalty: 2190.590088
	Iteration 0F: 2 clusters Score -577275.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -571533.187500 Penalty: 4381.180176
	Iteration 0F: 3 clusters Score -571533.2 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -573080.750000 Penalty: 4381.180176
	Iteration 1F: 3 clusters Score -573080.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -573397.500000 Penalty: 4381.180176
	Iteration 2F: 3 clusters Score -573397.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -573619.812500 Penalty: 4381.180176
	Iteration 3F: 3 clusters Score -573619.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -573823.375000 Penalty: 4381.180176
	Iteration 4F: 3 clusters Score -573823.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -573997.437500 Penalty: 4381.180176
	Iteration 5Q: 3 clusters Score -573997.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -574168.000000 Penalty: 4381.180176
	Iteration 6Q: 3 clusters Score -574168 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -574350.062500 Penalty: 4381.180176
	Iteration 7Q: 3 clusters Score -574350.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -574553.000000 Penalty: 4381.180176
	Iteration 8Q: 3 clusters Score -574553 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -574744.437500 Penalty: 4381.180176
	Iteration 9Q: 3 clusters Score -574744.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -574948.375000 Penalty: 4381.180176
	Iteration 10Q: 3 clusters Score -574948.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -575163.875000 Penalty: 4381.180176
	Iteration 11Q: 3 clusters Score -575163.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -575320.875000 Penalty: 4381.180176
	Iteration 12Q: 3 clusters Score -575320.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -575433.437500 Penalty: 4381.180176
	Iteration 13Q: 3 clusters Score -575433.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -575500.125000 Penalty: 4381.180176
	Iteration 14Q: 3 clusters Score -575500.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -575541.875000 Penalty: 4381.180176
	Iteration 15Q: 3 clusters Score -575541.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -575569.437500 Penalty: 4381.180176
	Iteration 16Q: 3 clusters Score -575569.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -575600.500000 Penalty: 4381.180176
	Iteration 17Q: 3 clusters Score -575600.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -575626.125000 Penalty: 4381.180176
	Iteration 18Q: 3 clusters Score -575626.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -575652.500000 Penalty: 4381.180176
	Iteration 19Q: 3 clusters Score -575652.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -575665.375000 Penalty: 4381.180176
	Iteration 20F: 3 clusters Score -575665.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -575675.187500 Penalty: 4381.180176
	Iteration 21Q: 3 clusters Score -575675.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -575683.125000 Penalty: 4381.180176
	Iteration 22Q: 3 clusters Score -575683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -575690.625000 Penalty: 4381.180176
	Iteration 23Q: 3 clusters Score -575690.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -575694.625000 Penalty: 4381.180176
	Iteration 24Q: 3 clusters Score -575694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -575697.937500 Penalty: 4381.180176
	Iteration 25Q: 3 clusters Score -575697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -575701.812500 Penalty: 4381.180176
	Iteration 26Q: 3 clusters Score -575701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -575704.937500 Penalty: 4381.180176
	Iteration 27Q: 3 clusters Score -575704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -575708.187500 Penalty: 4381.180176
	Iteration 28Q: 3 clusters Score -575708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -575710.062500 Penalty: 4381.180176
	Iteration 29Q: 3 clusters Score -575710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -575712.437500 Penalty: 4381.180176
	Iteration 30Q: 3 clusters Score -575712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -575716.750000 Penalty: 4381.180176
	Iteration 31Q: 3 clusters Score -575716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -575717.062500 Penalty: 4381.180176
	Iteration 32Q: 3 clusters Score -575717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -575717.937500 Penalty: 4381.180176
	Iteration 33Q: 3 clusters Score -575717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -575718.125000 Penalty: 4381.180176
	Iteration 34Q: 3 clusters Score -575718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -575718.375000 Penalty: 4381.180176
	Iteration 35Q: 3 clusters Score -575718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -575722.437500 Penalty: 4381.180176
	Iteration 36Q: 3 clusters Score -575722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -575724.500000 Penalty: 4381.180176
	Iteration 37Q: 3 clusters Score -575724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -575724.250000 Penalty: 4381.180176
	Iteration 38Q: 3 clusters Score -575724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -575725.375000 Penalty: 4381.180176
	Iteration 39Q: 3 clusters Score -575725.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -575725.312500 Penalty: 4381.180176
	Iteration 40F: 3 clusters Score -575725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -575726.875000 Penalty: 4381.180176
	Iteration 41Q: 3 clusters Score -575726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -575727.437500 Penalty: 4381.180176
	Iteration 42Q: 3 clusters Score -575727.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -575727.625000 Penalty: 4381.180176
	Iteration 43Q: 3 clusters Score -575727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -575728.125000 Penalty: 4381.180176
	Iteration 44Q: 3 clusters Score -575728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -575727.937500 Penalty: 4381.180176
	Iteration 45Q: 3 clusters Score -575727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -575727.937500 Penalty: 4381.180176
	Iteration 46F: 3 clusters Score -575727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -262387.468750 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -262387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -259043.562500 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -259043.6 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -259800.984375 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -259801 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -259977.531250 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -259977.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -260073.140625 Penalty: 3995.515625
	Iteration 3Q: 3 clusters Score -260073.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -260142.796875 Penalty: 3995.515625
	Iteration 4Q: 3 clusters Score -260142.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -260228.515625 Penalty: 3995.515625
	Iteration 5Q: 3 clusters Score -260228.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -260316.750000 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -260316.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -260403.312500 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -260403.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -260531.921875 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -260531.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -260673.546875 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -260673.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -260817.906250 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -260817.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -260972.906250 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -260972.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -261142.312500 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -261142.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -261262.406250 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -261262.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -261363.031250 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -261363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -261431.906250 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -261431.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -261485.046875 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -261485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -261533.734375 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -261533.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -261571.531250 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -261571.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -261603.437500 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -261603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -261611.796875 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -261611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -261617.656250 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -261617.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -261621.203125 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -261621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -261624.437500 Penalty: 3995.515625
	Iteration 23Q: 3 clusters Score -261624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -261626.843750 Penalty: 3995.515625
	Iteration 24Q: 3 clusters Score -261626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -261630.343750 Penalty: 3995.515625
	Iteration 25Q: 3 clusters Score -261630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -261632.031250 Penalty: 3995.515625
	Iteration 26Q: 3 clusters Score -261632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -261632.843750 Penalty: 3995.515625
	Iteration 27Q: 3 clusters Score -261632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -261632.843750 Penalty: 3995.515625
	Iteration 28F: 3 clusters Score -261632.8 nChanged 0
20->40 Clusters: Score -113007720.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1330747 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 66488 members 
Mstep: Class 3 contains 66662 members 
Mstep: Class 4 contains 66534 members 
Mstep: Class 5 contains 66184 members 
Mstep: Class 6 contains 66819 members 
Mstep: Class 7 contains 66764 members 
Mstep: Class 8 contains 66130 members 
Mstep: Class 9 contains 66486 members 
Mstep: Class 10 contains 66761 members 
Mstep: Class 11 contains 66602 members 
Mstep: Class 12 contains 66650 members 
Mstep: Class 13 contains 66744 members 
Mstep: Class 14 contains 66619 members 
Mstep: Class 15 contains 66232 members 
Mstep: Class 16 contains 66735 members 
Mstep: Class 17 contains 66820 members 
Mstep: Class 18 contains 66495 members 
Mstep: Class 19 contains 66006 members 
Mstep: Class 20 contains 66236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1548.808472 but Gain 3497.109375
Score: -105431536.000000 Penalty: 66445.093750
Iteration 0F: 20 clusters Score -1.054315e+08 nChanged 1255394
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 155720 members 
Mstep: Class 3 contains 64191 members 
Mstep: Class 4 contains 57594 members 
Mstep: Class 6 contains 103916 members 
Mstep: Class 7 contains 77023 members 
Mstep: Class 8 contains 48615 members 
Mstep: Class 9 contains 56909 members 
Mstep: Class 10 contains 73409 members 
Mstep: Class 11 contains 45729 members 
Mstep: Class 12 contains 72431 members 
Mstep: Class 13 contains 65715 members 
Mstep: Class 14 contains 64938 members 
Mstep: Class 15 contains 53157 members 
Mstep: Class 16 contains 41439 members 
Mstep: Class 17 contains 131384 members 
Mstep: Class 18 contains 48999 members 
Mstep: Class 19 contains 76101 members 
Mstep: Class 20 contains 39759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109448480.000000 Penalty: 66445.093750
Iteration 1F: 20 clusters Score -1.094485e+08 nChanged 536341
Entering Unmasked Mstep 
Mstep: Class 0 contains 491 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 174304 members 
Mstep: Class 3 contains 53235 members 
Mstep: Class 4 contains 35529 members 
Mstep: Class 6 contains 149259 members 
Mstep: Class 7 contains 84990 members 
Mstep: Class 8 contains 48181 members 
Mstep: Class 9 contains 48694 members 
Mstep: Class 10 contains 100761 members 
Mstep: Class 11 contains 30026 members 
Mstep: Class 12 contains 53967 members 
Mstep: Class 13 contains 50831 members 
Mstep: Class 14 contains 55325 members 
Mstep: Class 15 contains 38188 members 
Mstep: Class 16 contains 22489 members 
Mstep: Class 17 contains 227444 members 
Mstep: Class 18 contains 31373 members 
Mstep: Class 19 contains 57584 members 
Mstep: Class 20 contains 35140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110805888.000000 Penalty: 66445.093750
Iteration 2F: 20 clusters Score -1.108059e+08 nChanged 389960
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 193109 members 
Mstep: Class 3 contains 45867 members 
Mstep: Class 4 contains 18121 members 
Mstep: Class 6 contains 172205 members 
Mstep: Class 7 contains 83072 members 
Mstep: Class 8 contains 36134 members 
Mstep: Class 9 contains 64509 members 
Mstep: Class 10 contains 104491 members 
Mstep: Class 11 contains 22737 members 
Mstep: Class 12 contains 34022 members 
Mstep: Class 13 contains 38707 members 
Mstep: Class 14 contains 41834 members 
Mstep: Class 15 contains 22882 members 
Mstep: Class 16 contains 14097 members 
Mstep: Class 17 contains 307348 members 
Mstep: Class 18 contains 23762 members 
Mstep: Class 19 contains 48116 members 
Mstep: Class 20 contains 41274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111427704.000000 Penalty: 66445.093750
Iteration 3F: 20 clusters Score -1.114277e+08 nChanged 259131
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 205080 members 
Mstep: Class 3 contains 50457 members 
Mstep: Class 4 contains 13253 members 
Mstep: Class 6 contains 170556 members 
Mstep: Class 7 contains 59851 members 
Mstep: Class 8 contains 32933 members 
Mstep: Class 9 contains 92048 members 
Mstep: Class 10 contains 79537 members 
Mstep: Class 11 contains 24631 members 
Mstep: Class 12 contains 25327 members 
Mstep: Class 13 contains 29661 members 
Mstep: Class 14 contains 35197 members 
Mstep: Class 15 contains 14911 members 
Mstep: Class 16 contains 14068 members 
Mstep: Class 17 contains 361952 members 
Mstep: Class 18 contains 25507 members 
Mstep: Class 19 contains 40467 members 
Mstep: Class 20 contains 44044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111801296.000000 Penalty: 66445.093750
Iteration 4F: 20 clusters Score -1.118013e+08 nChanged 214669
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 208043 members 
Mstep: Class 3 contains 52398 members 
Mstep: Class 4 contains 12713 members 
Mstep: Class 6 contains 163190 members 
Mstep: Class 7 contains 32523 members 
Mstep: Class 8 contains 39551 members 
Mstep: Class 9 contains 112335 members 
Mstep: Class 10 contains 51544 members 
Mstep: Class 11 contains 30032 members 
Mstep: Class 12 contains 25370 members 
Mstep: Class 13 contains 21374 members 
Mstep: Class 14 contains 30289 members 
Mstep: Class 15 contains 12282 members 
Mstep: Class 16 contains 17565 members 
Mstep: Class 17 contains 410350 members 
Mstep: Class 18 contains 30796 members 
Mstep: Class 19 contains 30969 members 
Mstep: Class 20 contains 41740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112070696.000000 Penalty: 66445.093750
Iteration 5F: 20 clusters Score -1.120707e+08 nChanged 170983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 202906 members 
Mstep: Class 3 contains 46972 members 
Mstep: Class 4 contains 14274 members 
Mstep: Class 6 contains 160433 members 
Mstep: Class 7 contains 19495 members 
Mstep: Class 8 contains 49269 members 
Mstep: Class 9 contains 117735 members 
Mstep: Class 10 contains 30054 members 
Mstep: Class 11 contains 33768 members 
Mstep: Class 12 contains 27735 members 
Mstep: Class 13 contains 15591 members 
Mstep: Class 14 contains 26359 members 
Mstep: Class 15 contains 13053 members 
Mstep: Class 16 contains 19416 members 
Mstep: Class 17 contains 451478 members 
Mstep: Class 18 contains 35182 members 
Mstep: Class 19 contains 22586 members 
Mstep: Class 20 contains 38334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112254600.000000 Penalty: 66445.093750
Iteration 6F: 20 clusters Score -1.122546e+08 nChanged 133893
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 189810 members 
Mstep: Class 3 contains 39213 members 
Mstep: Class 4 contains 16716 members 
Mstep: Class 6 contains 164341 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 56064 members 
Mstep: Class 9 contains 118312 members 
Mstep: Class 10 contains 16861 members 
Mstep: Class 11 contains 35771 members 
Mstep: Class 12 contains 30281 members 
Mstep: Class 13 contains 12563 members 
Mstep: Class 14 contains 23847 members 
Mstep: Class 15 contains 14806 members 
Mstep: Class 16 contains 19145 members 
Mstep: Class 17 contains 480455 members 
Mstep: Class 18 contains 39664 members 
Mstep: Class 19 contains 16403 members 
Mstep: Class 20 contains 35754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112391304.000000 Penalty: 66445.093750
Iteration 7F: 20 clusters Score -1.123913e+08 nChanged 105321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 170316 members 
Mstep: Class 3 contains 33785 members 
Mstep: Class 4 contains 19134 members 
Mstep: Class 6 contains 174271 members 
Mstep: Class 7 contains 12580 members 
Mstep: Class 8 contains 59834 members 
Mstep: Class 9 contains 118062 members 
Mstep: Class 10 contains 10242 members 
Mstep: Class 11 contains 36848 members 
Mstep: Class 12 contains 32156 members 
Mstep: Class 13 contains 11216 members 
Mstep: Class 14 contains 22655 members 
Mstep: Class 15 contains 16165 members 
Mstep: Class 16 contains 18205 members 
Mstep: Class 17 contains 498924 members 
Mstep: Class 18 contains 43880 members 
Mstep: Class 19 contains 12752 members 
Mstep: Class 20 contains 33588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112498456.000000 Penalty: 66445.093750
Iteration 8F: 20 clusters Score -1.124985e+08 nChanged 83053
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 147581 members 
Mstep: Class 3 contains 30911 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 6 contains 191253 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 61881 members 
Mstep: Class 9 contains 117322 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 37527 members 
Mstep: Class 12 contains 33319 members 
Mstep: Class 13 contains 10548 members 
Mstep: Class 14 contains 22121 members 
Mstep: Class 15 contains 16808 members 
Mstep: Class 16 contains 17209 members 
Mstep: Class 17 contains 509693 members 
Mstep: Class 18 contains 46224 members 
Mstep: Class 19 contains 10828 members 
Mstep: Class 20 contains 31808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112557272.000000 Penalty: 66445.093750
Iteration 9F: 20 clusters Score -1.125573e+08 nChanged 66608
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 124935 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 21196 members 
Mstep: Class 6 contains 209987 members 
Mstep: Class 7 contains 10123 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 116497 members 
Mstep: Class 10 contains 6360 members 
Mstep: Class 11 contains 37913 members 
Mstep: Class 12 contains 34068 members 
Mstep: Class 13 contains 10054 members 
Mstep: Class 14 contains 22262 members 
Mstep: Class 15 contains 17157 members 
Mstep: Class 16 contains 16274 members 
Mstep: Class 17 contains 516840 members 
Mstep: Class 18 contains 47155 members 
Mstep: Class 19 contains 9860 members 
Mstep: Class 20 contains 30379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112595832.000000 Penalty: 66445.093750
Iteration 10F: 20 clusters Score -1.125958e+08 nChanged 56384
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 104151 members 
Mstep: Class 3 contains 28048 members 
Mstep: Class 4 contains 21574 members 
Mstep: Class 6 contains 229425 members 
Mstep: Class 7 contains 9387 members 
Mstep: Class 8 contains 64084 members 
Mstep: Class 9 contains 115650 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 38129 members 
Mstep: Class 12 contains 34540 members 
Mstep: Class 13 contains 9619 members 
Mstep: Class 14 contains 22796 members 
Mstep: Class 15 contains 17397 members 
Mstep: Class 16 contains 15371 members 
Mstep: Class 17 contains 520593 members 
Mstep: Class 18 contains 47634 members 
Mstep: Class 19 contains 9351 members 
Mstep: Class 20 contains 29291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112629520.000000 Penalty: 66445.093750
Iteration 11Q: 20 clusters Score -1.126295e+08 nChanged 50671
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 86662 members 
Mstep: Class 3 contains 27124 members 
Mstep: Class 4 contains 21831 members 
Mstep: Class 6 contains 249833 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 64818 members 
Mstep: Class 9 contains 114887 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 38130 members 
Mstep: Class 12 contains 34777 members 
Mstep: Class 13 contains 9204 members 
Mstep: Class 14 contains 23396 members 
Mstep: Class 15 contains 17575 members 
Mstep: Class 16 contains 14504 members 
Mstep: Class 17 contains 519875 members 
Mstep: Class 18 contains 47854 members 
Mstep: Class 19 contains 9039 members 
Mstep: Class 20 contains 28381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112661408.000000 Penalty: 66445.093750
Iteration 12Q: 20 clusters Score -1.126614e+08 nChanged 46618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 72698 members 
Mstep: Class 3 contains 26276 members 
Mstep: Class 4 contains 22009 members 
Mstep: Class 6 contains 271194 members 
Mstep: Class 7 contains 8485 members 
Mstep: Class 8 contains 65667 members 
Mstep: Class 9 contains 114019 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 38014 members 
Mstep: Class 12 contains 34842 members 
Mstep: Class 13 contains 8813 members 
Mstep: Class 14 contains 23814 members 
Mstep: Class 15 contains 17681 members 
Mstep: Class 16 contains 13788 members 
Mstep: Class 17 contains 514744 members 
Mstep: Class 18 contains 47899 members 
Mstep: Class 19 contains 8919 members 
Mstep: Class 20 contains 27681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112690704.000000 Penalty: 66445.093750
Iteration 13Q: 20 clusters Score -1.126907e+08 nChanged 43424
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 62053 members 
Mstep: Class 3 contains 25325 members 
Mstep: Class 4 contains 22066 members 
Mstep: Class 6 contains 293385 members 
Mstep: Class 7 contains 8234 members 
Mstep: Class 8 contains 66738 members 
Mstep: Class 9 contains 113192 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 37812 members 
Mstep: Class 12 contains 34778 members 
Mstep: Class 13 contains 8546 members 
Mstep: Class 14 contains 24272 members 
Mstep: Class 15 contains 17747 members 
Mstep: Class 16 contains 13101 members 
Mstep: Class 17 contains 505398 members 
Mstep: Class 18 contains 47799 members 
Mstep: Class 19 contains 8862 members 
Mstep: Class 20 contains 27178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112720088.000000 Penalty: 66445.093750
Iteration 14Q: 20 clusters Score -1.127201e+08 nChanged 41313
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 54283 members 
Mstep: Class 3 contains 24109 members 
Mstep: Class 4 contains 22096 members 
Mstep: Class 6 contains 316336 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 68203 members 
Mstep: Class 9 contains 112318 members 
Mstep: Class 10 contains 5890 members 
Mstep: Class 11 contains 37513 members 
Mstep: Class 12 contains 34532 members 
Mstep: Class 13 contains 8296 members 
Mstep: Class 14 contains 24565 members 
Mstep: Class 15 contains 17798 members 
Mstep: Class 16 contains 12484 members 
Mstep: Class 17 contains 492632 members 
Mstep: Class 18 contains 47589 members 
Mstep: Class 19 contains 8808 members 
Mstep: Class 20 contains 26848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112752976.000000 Penalty: 66445.093750
Iteration 15Q: 20 clusters Score -1.12753e+08 nChanged 39125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 48844 members 
Mstep: Class 3 contains 22814 members 
Mstep: Class 4 contains 22032 members 
Mstep: Class 6 contains 339453 members 
Mstep: Class 7 contains 7889 members 
Mstep: Class 8 contains 69989 members 
Mstep: Class 9 contains 111366 members 
Mstep: Class 10 contains 5866 members 
Mstep: Class 11 contains 37083 members 
Mstep: Class 12 contains 34090 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 24462 members 
Mstep: Class 15 contains 17810 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 477545 members 
Mstep: Class 18 contains 47221 members 
Mstep: Class 19 contains 8849 members 
Mstep: Class 20 contains 26734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112787768.000000 Penalty: 66445.093750
Iteration 16Q: 20 clusters Score -1.127878e+08 nChanged 34756
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 45028 members 
Mstep: Class 3 contains 21841 members 
Mstep: Class 4 contains 21935 members 
Mstep: Class 6 contains 359688 members 
Mstep: Class 7 contains 7722 members 
Mstep: Class 8 contains 71821 members 
Mstep: Class 9 contains 110346 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 36608 members 
Mstep: Class 12 contains 33529 members 
Mstep: Class 13 contains 7950 members 
Mstep: Class 14 contains 24403 members 
Mstep: Class 15 contains 17758 members 
Mstep: Class 16 contains 11846 members 
Mstep: Class 17 contains 463324 members 
Mstep: Class 18 contains 46771 members 
Mstep: Class 19 contains 8997 members 
Mstep: Class 20 contains 26824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112816512.000000 Penalty: 66445.093750
Iteration 17Q: 20 clusters Score -1.128165e+08 nChanged 27540
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 42422 members 
Mstep: Class 3 contains 21882 members 
Mstep: Class 4 contains 21878 members 
Mstep: Class 6 contains 374623 members 
Mstep: Class 7 contains 7518 members 
Mstep: Class 8 contains 73190 members 
Mstep: Class 9 contains 109471 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 36103 members 
Mstep: Class 12 contains 32886 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 14 contains 24324 members 
Mstep: Class 15 contains 17673 members 
Mstep: Class 16 contains 11628 members 
Mstep: Class 17 contains 452435 members 
Mstep: Class 18 contains 46267 members 
Mstep: Class 19 contains 9187 members 
Mstep: Class 20 contains 27099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112837232.000000 Penalty: 66445.093750
Iteration 18Q: 20 clusters Score -1.128372e+08 nChanged 21012
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 40640 members 
Mstep: Class 3 contains 22528 members 
Mstep: Class 4 contains 21773 members 
Mstep: Class 6 contains 385023 members 
Mstep: Class 7 contains 7320 members 
Mstep: Class 8 contains 73985 members 
Mstep: Class 9 contains 108640 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 35674 members 
Mstep: Class 12 contains 32165 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 24200 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 11447 members 
Mstep: Class 17 contains 444779 members 
Mstep: Class 18 contains 45969 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 27559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112850512.000000 Penalty: 66445.093750
Iteration 19Q: 20 clusters Score -1.128505e+08 nChanged 15700
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 39438 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 21652 members 
Mstep: Class 6 contains 392046 members 
Mstep: Class 7 contains 7089 members 
Mstep: Class 8 contains 74525 members 
Mstep: Class 9 contains 107981 members 
Mstep: Class 10 contains 5809 members 
Mstep: Class 11 contains 35320 members 
Mstep: Class 12 contains 31491 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 24043 members 
Mstep: Class 15 contains 17517 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 439445 members 
Mstep: Class 18 contains 45773 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 28150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112869672.000000 Penalty: 66445.093750
Iteration 20F: 20 clusters Score -1.128697e+08 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 38339 members 
Mstep: Class 3 contains 24144 members 
Mstep: Class 4 contains 21683 members 
Mstep: Class 6 contains 402725 members 
Mstep: Class 7 contains 6913 members 
Mstep: Class 8 contains 74890 members 
Mstep: Class 9 contains 107451 members 
Mstep: Class 10 contains 5741 members 
Mstep: Class 11 contains 35064 members 
Mstep: Class 12 contains 30792 members 
Mstep: Class 13 contains 7506 members 
Mstep: Class 14 contains 24348 members 
Mstep: Class 15 contains 17455 members 
Mstep: Class 16 contains 10554 members 
Mstep: Class 17 contains 430278 members 
Mstep: Class 18 contains 45644 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 28751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112885496.000000 Penalty: 66445.093750
Iteration 21Q: 20 clusters Score -1.128855e+08 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 37718 members 
Mstep: Class 3 contains 25158 members 
Mstep: Class 4 contains 21680 members 
Mstep: Class 6 contains 409206 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 75227 members 
Mstep: Class 9 contains 106894 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 34833 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 7452 members 
Mstep: Class 14 contains 23995 members 
Mstep: Class 15 contains 17435 members 
Mstep: Class 16 contains 10325 members 
Mstep: Class 17 contains 424612 members 
Mstep: Class 18 contains 45573 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 29451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112891488.000000 Penalty: 66445.093750
Iteration 22Q: 20 clusters Score -1.128915e+08 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 37346 members 
Mstep: Class 3 contains 26175 members 
Mstep: Class 4 contains 21687 members 
Mstep: Class 6 contains 412876 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 75460 members 
Mstep: Class 9 contains 106468 members 
Mstep: Class 10 contains 5668 members 
Mstep: Class 11 contains 34654 members 
Mstep: Class 12 contains 29547 members 
Mstep: Class 13 contains 7403 members 
Mstep: Class 14 contains 23451 members 
Mstep: Class 15 contains 17430 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 421195 members 
Mstep: Class 18 contains 45550 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 30202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112894320.000000 Penalty: 66445.093750
Iteration 23Q: 20 clusters Score -1.128943e+08 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 37042 members 
Mstep: Class 3 contains 27049 members 
Mstep: Class 4 contains 21694 members 
Mstep: Class 6 contains 414843 members 
Mstep: Class 7 contains 6255 members 
Mstep: Class 8 contains 75604 members 
Mstep: Class 9 contains 106177 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 34545 members 
Mstep: Class 12 contains 28922 members 
Mstep: Class 13 contains 7373 members 
Mstep: Class 14 contains 22961 members 
Mstep: Class 15 contains 17424 members 
Mstep: Class 16 contains 10301 members 
Mstep: Class 17 contains 419272 members 
Mstep: Class 18 contains 45547 members 
Mstep: Class 19 contains 10213 members 
Mstep: Class 20 contains 31011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112895816.000000 Penalty: 66445.093750
Iteration 24Q: 20 clusters Score -1.128958e+08 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 36844 members 
Mstep: Class 3 contains 27815 members 
Mstep: Class 4 contains 21728 members 
Mstep: Class 6 contains 415924 members 
Mstep: Class 7 contains 6099 members 
Mstep: Class 8 contains 75673 members 
Mstep: Class 9 contains 105965 members 
Mstep: Class 10 contains 5644 members 
Mstep: Class 11 contains 34461 members 
Mstep: Class 12 contains 28337 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 14 contains 22526 members 
Mstep: Class 15 contains 17401 members 
Mstep: Class 16 contains 10259 members 
Mstep: Class 17 contains 418091 members 
Mstep: Class 18 contains 45560 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 31786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112896600.000000 Penalty: 66445.093750
Iteration 25Q: 20 clusters Score -1.128966e+08 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 36746 members 
Mstep: Class 3 contains 28463 members 
Mstep: Class 4 contains 21750 members 
Mstep: Class 6 contains 416550 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 75698 members 
Mstep: Class 9 contains 105842 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 34398 members 
Mstep: Class 12 contains 27736 members 
Mstep: Class 13 contains 7350 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 17374 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 417303 members 
Mstep: Class 18 contains 45608 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 20 contains 32567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112897400.000000 Penalty: 66445.093750
Iteration 26Q: 20 clusters Score -1.128974e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 36701 members 
Mstep: Class 3 contains 28970 members 
Mstep: Class 4 contains 21726 members 
Mstep: Class 6 contains 416913 members 
Mstep: Class 7 contains 5846 members 
Mstep: Class 8 contains 75715 members 
Mstep: Class 9 contains 105743 members 
Mstep: Class 10 contains 5660 members 
Mstep: Class 11 contains 34348 members 
Mstep: Class 12 contains 27227 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 21742 members 
Mstep: Class 15 contains 17355 members 
Mstep: Class 16 contains 10221 members 
Mstep: Class 17 contains 416740 members 
Mstep: Class 18 contains 45656 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 33299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112898256.000000 Penalty: 66445.093750
Iteration 27Q: 20 clusters Score -1.128983e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 29373 members 
Mstep: Class 4 contains 21721 members 
Mstep: Class 6 contains 417175 members 
Mstep: Class 7 contains 5741 members 
Mstep: Class 8 contains 75751 members 
Mstep: Class 9 contains 105678 members 
Mstep: Class 10 contains 5664 members 
Mstep: Class 11 contains 34317 members 
Mstep: Class 12 contains 26679 members 
Mstep: Class 13 contains 7341 members 
Mstep: Class 14 contains 21380 members 
Mstep: Class 15 contains 17341 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 416316 members 
Mstep: Class 18 contains 45678 members 
Mstep: Class 19 contains 10523 members 
Mstep: Class 20 contains 34000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112899176.000000 Penalty: 66445.093750
Iteration 28Q: 20 clusters Score -1.128992e+08 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 36758 members 
Mstep: Class 3 contains 29694 members 
Mstep: Class 4 contains 21740 members 
Mstep: Class 6 contains 417382 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 75786 members 
Mstep: Class 9 contains 105624 members 
Mstep: Class 10 contains 5681 members 
Mstep: Class 11 contains 34292 members 
Mstep: Class 12 contains 26087 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 21059 members 
Mstep: Class 15 contains 17320 members 
Mstep: Class 16 contains 10216 members 
Mstep: Class 17 contains 416016 members 
Mstep: Class 18 contains 45692 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 34697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112900120.000000 Penalty: 66445.093750
Iteration 29Q: 20 clusters Score -1.129001e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 36758 members 
Mstep: Class 3 contains 29947 members 
Mstep: Class 4 contains 21789 members 
Mstep: Class 6 contains 417555 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 8 contains 75819 members 
Mstep: Class 9 contains 105580 members 
Mstep: Class 10 contains 5680 members 
Mstep: Class 11 contains 34262 members 
Mstep: Class 12 contains 25485 members 
Mstep: Class 13 contains 7329 members 
Mstep: Class 14 contains 20792 members 
Mstep: Class 15 contains 17305 members 
Mstep: Class 16 contains 10214 members 
Mstep: Class 17 contains 415781 members 
Mstep: Class 18 contains 45695 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 35388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112900952.000000 Penalty: 66445.093750
Iteration 30Q: 20 clusters Score -1.12901e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 36751 members 
Mstep: Class 3 contains 30146 members 
Mstep: Class 4 contains 21827 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 8 contains 75847 members 
Mstep: Class 9 contains 105545 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 34248 members 
Mstep: Class 12 contains 24907 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 20553 members 
Mstep: Class 15 contains 17293 members 
Mstep: Class 16 contains 10225 members 
Mstep: Class 17 contains 415604 members 
Mstep: Class 18 contains 45717 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 36045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112901632.000000 Penalty: 66445.093750
Iteration 31Q: 20 clusters Score -1.129016e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 36840 members 
Mstep: Class 3 contains 30324 members 
Mstep: Class 4 contains 21865 members 
Mstep: Class 6 contains 417666 members 
Mstep: Class 7 contains 5545 members 
Mstep: Class 8 contains 75898 members 
Mstep: Class 9 contains 105502 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 34234 members 
Mstep: Class 12 contains 24334 members 
Mstep: Class 13 contains 7325 members 
Mstep: Class 14 contains 20327 members 
Mstep: Class 15 contains 17273 members 
Mstep: Class 16 contains 10235 members 
Mstep: Class 17 contains 415432 members 
Mstep: Class 18 contains 45724 members 
Mstep: Class 19 contains 10508 members 
Mstep: Class 20 contains 36662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112902352.000000 Penalty: 66445.093750
Iteration 32Q: 20 clusters Score -1.129024e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 36950 members 
Mstep: Class 3 contains 30463 members 
Mstep: Class 4 contains 21927 members 
Mstep: Class 6 contains 417685 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 75928 members 
Mstep: Class 9 contains 105491 members 
Mstep: Class 10 contains 5712 members 
Mstep: Class 11 contains 34232 members 
Mstep: Class 12 contains 23821 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 20102 members 
Mstep: Class 15 contains 17259 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 415300 members 
Mstep: Class 18 contains 45743 members 
Mstep: Class 19 contains 10480 members 
Mstep: Class 20 contains 37165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112903000.000000 Penalty: 66445.093750
Iteration 33Q: 20 clusters Score -1.12903e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 37039 members 
Mstep: Class 3 contains 30581 members 
Mstep: Class 4 contains 21967 members 
Mstep: Class 6 contains 417686 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 75968 members 
Mstep: Class 9 contains 105485 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 34224 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 7326 members 
Mstep: Class 14 contains 19881 members 
Mstep: Class 15 contains 17247 members 
Mstep: Class 16 contains 10245 members 
Mstep: Class 17 contains 415213 members 
Mstep: Class 18 contains 45749 members 
Mstep: Class 19 contains 10487 members 
Mstep: Class 20 contains 37626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112903200.000000 Penalty: 66445.093750
Iteration 34Q: 20 clusters Score -1.129032e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 37139 members 
Mstep: Class 3 contains 30666 members 
Mstep: Class 4 contains 22008 members 
Mstep: Class 6 contains 417695 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 8 contains 76007 members 
Mstep: Class 9 contains 105472 members 
Mstep: Class 10 contains 5731 members 
Mstep: Class 11 contains 34205 members 
Mstep: Class 12 contains 22882 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 14 contains 19684 members 
Mstep: Class 15 contains 17240 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 415124 members 
Mstep: Class 18 contains 45746 members 
Mstep: Class 19 contains 10495 members 
Mstep: Class 20 contains 38025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112903600.000000 Penalty: 66445.093750
Iteration 35Q: 20 clusters Score -1.129036e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 37230 members 
Mstep: Class 3 contains 30728 members 
Mstep: Class 4 contains 22046 members 
Mstep: Class 6 contains 417696 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 76047 members 
Mstep: Class 9 contains 105479 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 34186 members 
Mstep: Class 12 contains 22485 members 
Mstep: Class 13 contains 7318 members 
Mstep: Class 14 contains 19510 members 
Mstep: Class 15 contains 17242 members 
Mstep: Class 16 contains 10249 members 
Mstep: Class 17 contains 415039 members 
Mstep: Class 18 contains 45756 members 
Mstep: Class 19 contains 10506 members 
Mstep: Class 20 contains 38362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112903936.000000 Penalty: 66445.093750
Iteration 36Q: 20 clusters Score -1.129039e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 37321 members 
Mstep: Class 3 contains 30780 members 
Mstep: Class 4 contains 22061 members 
Mstep: Class 6 contains 417680 members 
Mstep: Class 7 contains 5598 members 
Mstep: Class 8 contains 76075 members 
Mstep: Class 9 contains 105493 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 34173 members 
Mstep: Class 12 contains 22091 members 
Mstep: Class 13 contains 7315 members 
Mstep: Class 14 contains 19337 members 
Mstep: Class 15 contains 17247 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 414985 members 
Mstep: Class 18 contains 45777 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 38691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112904184.000000 Penalty: 66445.093750
Iteration 37Q: 20 clusters Score -1.129042e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 37385 members 
Mstep: Class 3 contains 30828 members 
Mstep: Class 4 contains 22086 members 
Mstep: Class 6 contains 417660 members 
Mstep: Class 7 contains 5609 members 
Mstep: Class 8 contains 76107 members 
Mstep: Class 9 contains 105519 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 34164 members 
Mstep: Class 12 contains 21705 members 
Mstep: Class 13 contains 7314 members 
Mstep: Class 14 contains 19188 members 
Mstep: Class 15 contains 17249 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 414928 members 
Mstep: Class 18 contains 45792 members 
Mstep: Class 19 contains 10519 members 
Mstep: Class 20 contains 39003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112904560.000000 Penalty: 66445.093750
Iteration 38Q: 20 clusters Score -1.129046e+08 nChanged 1445
Entering ConstructFrom: 
Score: -112904560.000000 Penalty: 66445.093750
Entering ConstructFrom: 
Trying to split cluster 1 (9825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Entering Unmasked Estep 
Score: -786062.937500 Penalty: 2279.785889
	Iteration 0F: 2 clusters Score -786062.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -778546.062500 Penalty: 4559.571777
	Iteration 0F: 3 clusters Score -778546.1 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -781126.500000 Penalty: 4559.571777
	Iteration 1F: 3 clusters Score -781126.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -782173.875000 Penalty: 4559.571777
	Iteration 2F: 3 clusters Score -782173.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -783217.750000 Penalty: 4559.571777
	Iteration 3F: 3 clusters Score -783217.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -784044.562500 Penalty: 4559.571777
	Iteration 4F: 3 clusters Score -784044.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -784697.250000 Penalty: 4559.571777
	Iteration 5F: 3 clusters Score -784697.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -785141.625000 Penalty: 4559.571777
	Iteration 6F: 3 clusters Score -785141.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -785426.562500 Penalty: 4559.571777
	Iteration 7Q: 3 clusters Score -785426.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -785574.750000 Penalty: 4559.571777
	Iteration 8Q: 3 clusters Score -785574.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -785699.687500 Penalty: 4559.571777
	Iteration 9Q: 3 clusters Score -785699.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -785831.437500 Penalty: 4559.571777
	Iteration 10Q: 3 clusters Score -785831.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -785953.250000 Penalty: 4559.571777
	Iteration 11Q: 3 clusters Score -785953.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -786065.500000 Penalty: 4559.571777
	Iteration 12Q: 3 clusters Score -786065.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -786174.750000 Penalty: 4559.571777
	Iteration 13Q: 3 clusters Score -786174.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -786264.125000 Penalty: 4559.571777
	Iteration 14Q: 3 clusters Score -786264.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -786331.937500 Penalty: 4559.571777
	Iteration 15Q: 3 clusters Score -786331.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -786390.125000 Penalty: 4559.571777
	Iteration 16Q: 3 clusters Score -786390.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -786442.562500 Penalty: 4559.571777
	Iteration 17Q: 3 clusters Score -786442.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -786490.812500 Penalty: 4559.571777
	Iteration 18Q: 3 clusters Score -786490.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -786555.250000 Penalty: 4559.571777
	Iteration 19Q: 3 clusters Score -786555.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -786627.312500 Penalty: 4559.571777
	Iteration 20F: 3 clusters Score -786627.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -786691.625000 Penalty: 4559.571777
	Iteration 21Q: 3 clusters Score -786691.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -786748.937500 Penalty: 4559.571777
	Iteration 22Q: 3 clusters Score -786748.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -786791.312500 Penalty: 4559.571777
	Iteration 23Q: 3 clusters Score -786791.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -786817.750000 Penalty: 4559.571777
	Iteration 24Q: 3 clusters Score -786817.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -786838.937500 Penalty: 4559.571777
	Iteration 25Q: 3 clusters Score -786838.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -786853.812500 Penalty: 4559.571777
	Iteration 26Q: 3 clusters Score -786853.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -786864.500000 Penalty: 4559.571777
	Iteration 27Q: 3 clusters Score -786864.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -786869.875000 Penalty: 4559.571777
	Iteration 28Q: 3 clusters Score -786869.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -786872.875000 Penalty: 4559.571777
	Iteration 29Q: 3 clusters Score -786872.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -786876.125000 Penalty: 4559.571777
	Iteration 30Q: 3 clusters Score -786876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -786876.437500 Penalty: 4559.571777
	Iteration 31Q: 3 clusters Score -786876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -786879.375000 Penalty: 4559.571777
	Iteration 32Q: 3 clusters Score -786879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -786876.437500 Penalty: 4559.571777
	Iteration 33Q: 3 clusters Score -786876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -786878.375000 Penalty: 4559.571777
	Iteration 34Q: 3 clusters Score -786878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -786878.125000 Penalty: 4559.571777
	Iteration 35Q: 3 clusters Score -786878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -786878.125000 Penalty: 4559.571777
	Iteration 36F: 3 clusters Score -786878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 30864 members 
Mstep: Class 4 contains 22161 members 
Mstep: Class 5 contains 7112 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 105527 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 19068 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Entering Unmasked Estep 
Score: -112904448.000000 Penalty: 69942.203125
Splitting cluster 1 changes total score from -112904560.000000 to -112904448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (37467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Entering Unmasked Estep 
Score: -2971828.500000 Penalty: 2611.741455
	Iteration 0F: 2 clusters Score -2971828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2946416.250000 Penalty: 5223.482910
	Iteration 0F: 3 clusters Score -2946416 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2956674.500000 Penalty: 5223.482910
	Iteration 1F: 3 clusters Score -2956674 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2958160.500000 Penalty: 5223.482910
	Iteration 2F: 3 clusters Score -2958160 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2959682.500000 Penalty: 5223.482910
	Iteration 3F: 3 clusters Score -2959682 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2961065.500000 Penalty: 5223.482910
	Iteration 4F: 3 clusters Score -2961066 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2962225.500000 Penalty: 5223.482910
	Iteration 5F: 3 clusters Score -2962226 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2963125.500000 Penalty: 5223.482910
	Iteration 6Q: 3 clusters Score -2963126 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2963883.500000 Penalty: 5223.482910
	Iteration 7Q: 3 clusters Score -2963884 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2964485.500000 Penalty: 5223.482910
	Iteration 8Q: 3 clusters Score -2964486 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2965001.000000 Penalty: 5223.482910
	Iteration 9Q: 3 clusters Score -2965001 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2965464.000000 Penalty: 5223.482910
	Iteration 10Q: 3 clusters Score -2965464 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2965828.750000 Penalty: 5223.482910
	Iteration 11Q: 3 clusters Score -2965829 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2966277.750000 Penalty: 5223.482910
	Iteration 12Q: 3 clusters Score -2966278 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2966735.250000 Penalty: 5223.482910
	Iteration 13Q: 3 clusters Score -2966735 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2967173.500000 Penalty: 5223.482910
	Iteration 14Q: 3 clusters Score -2967174 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2967687.000000 Penalty: 5223.482910
	Iteration 15Q: 3 clusters Score -2967687 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2968285.250000 Penalty: 5223.482910
	Iteration 16Q: 3 clusters Score -2968285 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2968841.500000 Penalty: 5223.482910
	Iteration 17Q: 3 clusters Score -2968842 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2969277.250000 Penalty: 5223.482910
	Iteration 18Q: 3 clusters Score -2969277 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2969550.250000 Penalty: 5223.482910
	Iteration 19Q: 3 clusters Score -2969550 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2969752.250000 Penalty: 5223.482910
	Iteration 20F: 3 clusters Score -2969752 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2969890.500000 Penalty: 5223.482910
	Iteration 21Q: 3 clusters Score -2969890 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2970006.750000 Penalty: 5223.482910
	Iteration 22Q: 3 clusters Score -2970007 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2970144.000000 Penalty: 5223.482910
	Iteration 23Q: 3 clusters Score -2970144 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2970242.750000 Penalty: 5223.482910
	Iteration 24Q: 3 clusters Score -2970243 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2970333.500000 Penalty: 5223.482910
	Iteration 25Q: 3 clusters Score -2970334 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2970412.250000 Penalty: 5223.482910
	Iteration 26Q: 3 clusters Score -2970412 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2970447.750000 Penalty: 5223.482910
	Iteration 27Q: 3 clusters Score -2970448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2970491.750000 Penalty: 5223.482910
	Iteration 28Q: 3 clusters Score -2970492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2970525.250000 Penalty: 5223.482910
	Iteration 29Q: 3 clusters Score -2970525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2970551.750000 Penalty: 5223.482910
	Iteration 30Q: 3 clusters Score -2970552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2970565.750000 Penalty: 5223.482910
	Iteration 31Q: 3 clusters Score -2970566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2970581.750000 Penalty: 5223.482910
	Iteration 32Q: 3 clusters Score -2970582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2970583.750000 Penalty: 5223.482910
	Iteration 33Q: 3 clusters Score -2970584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2970598.250000 Penalty: 5223.482910
	Iteration 34Q: 3 clusters Score -2970598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2970606.250000 Penalty: 5223.482910
	Iteration 35Q: 3 clusters Score -2970606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2970622.750000 Penalty: 5223.482910
	Iteration 36Q: 3 clusters Score -2970623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2970632.750000 Penalty: 5223.482910
	Iteration 37Q: 3 clusters Score -2970633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2970646.000000 Penalty: 5223.482910
	Iteration 38Q: 3 clusters Score -2970646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2970666.000000 Penalty: 5223.482910
	Iteration 39Q: 3 clusters Score -2970666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2970696.750000 Penalty: 5223.482910
	Iteration 40F: 3 clusters Score -2970697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2970709.750000 Penalty: 5223.482910
	Iteration 41Q: 3 clusters Score -2970710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2970741.000000 Penalty: 5223.482910
	Iteration 42Q: 3 clusters Score -2970741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2970780.250000 Penalty: 5223.482910
	Iteration 43Q: 3 clusters Score -2970780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2970819.000000 Penalty: 5223.482910
	Iteration 44Q: 3 clusters Score -2970819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2970859.250000 Penalty: 5223.482910
	Iteration 45Q: 3 clusters Score -2970859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2970913.250000 Penalty: 5223.482910
	Iteration 46Q: 3 clusters Score -2970913 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2970961.250000 Penalty: 5223.482910
	Iteration 47Q: 3 clusters Score -2970961 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2971009.000000 Penalty: 5223.482910
	Iteration 48Q: 3 clusters Score -2971009 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2971077.500000 Penalty: 5223.482910
	Iteration 49Q: 3 clusters Score -2971078 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2971149.500000 Penalty: 5223.482910
	Iteration 50Q: 3 clusters Score -2971150 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2971197.250000 Penalty: 5223.482910
	Iteration 51Q: 3 clusters Score -2971197 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2971248.500000 Penalty: 5223.482910
	Iteration 52Q: 3 clusters Score -2971248 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2971314.750000 Penalty: 5223.482910
	Iteration 53Q: 3 clusters Score -2971315 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2971366.000000 Penalty: 5223.482910
	Iteration 54Q: 3 clusters Score -2971366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2971395.250000 Penalty: 5223.482910
	Iteration 55Q: 3 clusters Score -2971395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2971440.750000 Penalty: 5223.482910
	Iteration 56Q: 3 clusters Score -2971441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2971469.500000 Penalty: 5223.482910
	Iteration 57Q: 3 clusters Score -2971470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2971494.500000 Penalty: 5223.482910
	Iteration 58Q: 3 clusters Score -2971494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2971535.250000 Penalty: 5223.482910
	Iteration 59Q: 3 clusters Score -2971535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2971625.750000 Penalty: 5223.482910
	Iteration 60F: 3 clusters Score -2971626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2971677.000000 Penalty: 5223.482910
	Iteration 61Q: 3 clusters Score -2971677 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2971727.750000 Penalty: 5223.482910
	Iteration 62Q: 3 clusters Score -2971728 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2971777.750000 Penalty: 5223.482910
	Iteration 63Q: 3 clusters Score -2971778 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2971833.000000 Penalty: 5223.482910
	Iteration 64Q: 3 clusters Score -2971833 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2971864.500000 Penalty: 5223.482910
	Iteration 65Q: 3 clusters Score -2971864 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2971889.500000 Penalty: 5223.482910
	Iteration 66Q: 3 clusters Score -2971890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2971910.750000 Penalty: 5223.482910
	Iteration 67Q: 3 clusters Score -2971911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2971928.750000 Penalty: 5223.482910
	Iteration 68Q: 3 clusters Score -2971929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2971944.250000 Penalty: 5223.482910
	Iteration 69Q: 3 clusters Score -2971944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2971956.750000 Penalty: 5223.482910
	Iteration 70Q: 3 clusters Score -2971957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2971967.500000 Penalty: 5223.482910
	Iteration 71Q: 3 clusters Score -2971968 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2971989.000000 Penalty: 5223.482910
	Iteration 72Q: 3 clusters Score -2971989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2972006.750000 Penalty: 5223.482910
	Iteration 73Q: 3 clusters Score -2972007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2972026.500000 Penalty: 5223.482910
	Iteration 74Q: 3 clusters Score -2972026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2972045.250000 Penalty: 5223.482910
	Iteration 75Q: 3 clusters Score -2972045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2972051.500000 Penalty: 5223.482910
	Iteration 76Q: 3 clusters Score -2972052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2972061.000000 Penalty: 5223.482910
	Iteration 77Q: 3 clusters Score -2972061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2972081.250000 Penalty: 5223.482910
	Iteration 78Q: 3 clusters Score -2972081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2972101.000000 Penalty: 5223.482910
	Iteration 79Q: 3 clusters Score -2972101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2972101.250000 Penalty: 5223.482910
	Iteration 80F: 3 clusters Score -2972101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2972105.000000 Penalty: 5223.482910
	Iteration 81Q: 3 clusters Score -2972105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2972112.500000 Penalty: 5223.482910
	Iteration 82Q: 3 clusters Score -2972112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2972117.000000 Penalty: 5223.482910
	Iteration 83Q: 3 clusters Score -2972117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2972128.500000 Penalty: 5223.482910
	Iteration 84Q: 3 clusters Score -2972128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2972133.500000 Penalty: 5223.482910
	Iteration 85Q: 3 clusters Score -2972134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2972144.750000 Penalty: 5223.482910
	Iteration 86Q: 3 clusters Score -2972145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2972153.750000 Penalty: 5223.482910
	Iteration 87Q: 3 clusters Score -2972154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2972150.000000 Penalty: 5223.482910
	Iteration 88Q: 3 clusters Score -2972150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2972143.750000 Penalty: 5223.482910
	Iteration 89Q: 3 clusters Score -2972144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2972145.000000 Penalty: 5223.482910
	Iteration 90Q: 3 clusters Score -2972145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2972147.000000 Penalty: 5223.482910
	Iteration 91Q: 3 clusters Score -2972147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2972149.250000 Penalty: 5223.482910
	Iteration 92Q: 3 clusters Score -2972149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2972147.750000 Penalty: 5223.482910
	Iteration 93Q: 3 clusters Score -2972148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2972147.750000 Penalty: 5223.482910
	Iteration 94F: 3 clusters Score -2972148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 34339 members 
Mstep: Class 3 contains 30864 members 
Mstep: Class 4 contains 22161 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 105527 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 19068 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Entering Unmasked Estep 
Score: -112903824.000000 Penalty: 69942.203125
Splitting cluster 2 changes total score from -112904560.000000 to -112903824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (30864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Entering Unmasked Estep 
Score: -2736264.000000 Penalty: 2563.661865
	Iteration 0F: 2 clusters Score -2736264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2715204.500000 Penalty: 5127.323730
	Iteration 0F: 3 clusters Score -2715204 nChanged 13909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2722867.000000 Penalty: 5127.323730
	Iteration 1F: 3 clusters Score -2722867 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2723838.250000 Penalty: 5127.323730
	Iteration 2F: 3 clusters Score -2723838 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2725158.000000 Penalty: 5127.323730
	Iteration 3F: 3 clusters Score -2725158 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2726594.000000 Penalty: 5127.323730
	Iteration 4F: 3 clusters Score -2726594 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2728121.000000 Penalty: 5127.323730
	Iteration 5F: 3 clusters Score -2728121 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2729736.500000 Penalty: 5127.323730
	Iteration 6F: 3 clusters Score -2729736 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2731935.500000 Penalty: 5127.323730
	Iteration 7F: 3 clusters Score -2731936 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2734689.250000 Penalty: 5127.323730
	Iteration 8F: 3 clusters Score -2734689 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2737009.250000 Penalty: 5127.323730
	Iteration 9F: 3 clusters Score -2737009 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2738206.500000 Penalty: 5127.323730
	Iteration 10Q: 3 clusters Score -2738206 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2738752.000000 Penalty: 5127.323730
	Iteration 11Q: 3 clusters Score -2738752 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2738967.750000 Penalty: 5127.323730
	Iteration 12Q: 3 clusters Score -2738968 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2739027.250000 Penalty: 5127.323730
	Iteration 13Q: 3 clusters Score -2739027 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2739051.000000 Penalty: 5127.323730
	Iteration 14Q: 3 clusters Score -2739051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2739057.750000 Penalty: 5127.323730
	Iteration 15Q: 3 clusters Score -2739058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2739068.250000 Penalty: 5127.323730
	Iteration 16Q: 3 clusters Score -2739068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2739061.750000 Penalty: 5127.323730
	Iteration 17Q: 3 clusters Score -2739062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2739063.750000 Penalty: 5127.323730
	Iteration 18Q: 3 clusters Score -2739064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2739071.000000 Penalty: 5127.323730
	Iteration 19Q: 3 clusters Score -2739071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2739068.750000 Penalty: 5127.323730
	Iteration 20F: 3 clusters Score -2739069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2739069.750000 Penalty: 5127.323730
	Iteration 21Q: 3 clusters Score -2739070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2739067.000000 Penalty: 5127.323730
	Iteration 22Q: 3 clusters Score -2739067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2739067.000000 Penalty: 5127.323730
	Iteration 23F: 3 clusters Score -2739067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 22161 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 105527 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 19068 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Entering Unmasked Estep 
Score: -112906792.000000 Penalty: 69942.203125
Splitting cluster 3 changes total score from -112904560.000000 to -112906792.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (22161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Entering Unmasked Estep 
Score: -1861729.375000 Penalty: 2481.510010
	Iteration 0F: 2 clusters Score -1861729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1846225.125000 Penalty: 4963.020020
	Iteration 0F: 3 clusters Score -1846225 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1852051.375000 Penalty: 4963.020020
	Iteration 1F: 3 clusters Score -1852051 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1853154.125000 Penalty: 4963.020020
	Iteration 2F: 3 clusters Score -1853154 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1854976.125000 Penalty: 4963.020020
	Iteration 3F: 3 clusters Score -1854976 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1857269.000000 Penalty: 4963.020020
	Iteration 4F: 3 clusters Score -1857269 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1859138.125000 Penalty: 4963.020020
	Iteration 5F: 3 clusters Score -1859138 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1860607.750000 Penalty: 4963.020020
	Iteration 6F: 3 clusters Score -1860608 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1861807.500000 Penalty: 4963.020020
	Iteration 7F: 3 clusters Score -1861808 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1862683.625000 Penalty: 4963.020020
	Iteration 8Q: 3 clusters Score -1862684 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1863218.500000 Penalty: 4963.020020
	Iteration 9Q: 3 clusters Score -1863218 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1863452.375000 Penalty: 4963.020020
	Iteration 10Q: 3 clusters Score -1863452 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1863568.250000 Penalty: 4963.020020
	Iteration 11Q: 3 clusters Score -1863568 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1863657.500000 Penalty: 4963.020020
	Iteration 12Q: 3 clusters Score -1863658 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1863701.875000 Penalty: 4963.020020
	Iteration 13Q: 3 clusters Score -1863702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1863722.875000 Penalty: 4963.020020
	Iteration 14Q: 3 clusters Score -1863723 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1863733.625000 Penalty: 4963.020020
	Iteration 15Q: 3 clusters Score -1863734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1863748.125000 Penalty: 4963.020020
	Iteration 16Q: 3 clusters Score -1863748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1863744.375000 Penalty: 4963.020020
	Iteration 17Q: 3 clusters Score -1863744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1863747.000000 Penalty: 4963.020020
	Iteration 18Q: 3 clusters Score -1863747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1863753.000000 Penalty: 4963.020020
	Iteration 19Q: 3 clusters Score -1863753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1863756.750000 Penalty: 4963.020020
	Iteration 20F: 3 clusters Score -1863757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1863754.625000 Penalty: 4963.020020
	Iteration 21Q: 3 clusters Score -1863755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1863755.750000 Penalty: 4963.020020
	Iteration 22Q: 3 clusters Score -1863756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1863756.875000 Penalty: 4963.020020
	Iteration 23Q: 3 clusters Score -1863757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1863754.250000 Penalty: 4963.020020
	Iteration 24Q: 3 clusters Score -1863754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1863754.250000 Penalty: 4963.020020
	Iteration 25F: 3 clusters Score -1863754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 105527 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 19068 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 7844 members 
Entering Unmasked Estep 
Score: -112908064.000000 Penalty: 73439.312500
Splitting cluster 4 changes total score from -112904560.000000 to -112908064.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (417636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417636 members 
Entering Unmasked Estep 
Score: -36866556.000000 Penalty: 3209.706787
	Iteration 0F: 2 clusters Score -3.686656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208290 members 
Mstep: Class 2 contains 209346 members 
Entering Unmasked Estep 
Score: -36584784.000000 Penalty: 6419.413574
	Iteration 0F: 3 clusters Score -3.658478e+07 nChanged 203566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195574 members 
Mstep: Class 2 contains 222062 members 
Entering Unmasked Estep 
Score: -36706060.000000 Penalty: 6419.413574
	Iteration 1F: 3 clusters Score -3.670606e+07 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186554 members 
Mstep: Class 2 contains 231082 members 
Entering Unmasked Estep 
Score: -36708856.000000 Penalty: 6419.413574
	Iteration 2Q: 3 clusters Score -3.670886e+07 nChanged 15681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172299 members 
Mstep: Class 2 contains 245337 members 
Entering Unmasked Estep 
Score: -36714308.000000 Penalty: 6419.413574
	Iteration 3Q: 3 clusters Score -3.671431e+07 nChanged 22647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Mstep: Class 2 contains 267492 members 
Entering Unmasked Estep 
Score: -36725880.000000 Penalty: 6419.413574
	Iteration 4F: 3 clusters Score -3.672588e+07 nChanged 32556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 299892 members 
Entering Unmasked Estep 
Score: -36748916.000000 Penalty: 6419.413574
	Iteration 5F: 3 clusters Score -3.674892e+07 nChanged 40833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 340707 members 
Entering Unmasked Estep 
Score: -36786140.000000 Penalty: 6419.413574
	Iteration 6F: 3 clusters Score -3.678614e+07 nChanged 39446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 380153 members 
Entering Unmasked Estep 
Score: -36826368.000000 Penalty: 6419.413574
	Iteration 7F: 3 clusters Score -3.682637e+07 nChanged 24508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 404661 members 
Entering Unmasked Estep 
Score: -36851752.000000 Penalty: 6419.413574
	Iteration 8F: 3 clusters Score -3.685175e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 414016 members 
Entering Unmasked Estep 
Score: -36860464.000000 Penalty: 6419.413574
	Iteration 9Q: 3 clusters Score -3.686046e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 416490 members 
Entering Unmasked Estep 
Score: -36862744.000000 Penalty: 6419.413574
	Iteration 10Q: 3 clusters Score -3.686274e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 417123 members 
Entering Unmasked Estep 
Score: -36863332.000000 Penalty: 6419.413574
	Iteration 11Q: 3 clusters Score -3.686333e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 417280 members 
Entering Unmasked Estep 
Score: -36863504.000000 Penalty: 6419.413574
	Iteration 12Q: 3 clusters Score -3.68635e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 417326 members 
Entering Unmasked Estep 
Score: -36863600.000000 Penalty: 6419.413574
	Iteration 13Q: 3 clusters Score -3.68636e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 417346 members 
Entering Unmasked Estep 
Score: -36863628.000000 Penalty: 6419.413574
	Iteration 14Q: 3 clusters Score -3.686363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 417355 members 
Entering Unmasked Estep 
Score: -36863676.000000 Penalty: 6419.413574
	Iteration 15Q: 3 clusters Score -3.686368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 417361 members 
Entering Unmasked Estep 
Score: -36863692.000000 Penalty: 6419.413574
	Iteration 16Q: 3 clusters Score -3.686369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 417362 members 
Entering Unmasked Estep 
Score: -36863704.000000 Penalty: 6419.413574
	Iteration 17Q: 3 clusters Score -3.68637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 417365 members 
Entering Unmasked Estep 
Score: -36863732.000000 Penalty: 6419.413574
	Iteration 18Q: 3 clusters Score -3.686373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 417366 members 
Entering Unmasked Estep 
Score: -36863760.000000 Penalty: 6419.413574
	Iteration 19Q: 3 clusters Score -3.686376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 417368 members 
Entering Unmasked Estep 
Score: -36863756.000000 Penalty: 6419.413574
	Iteration 20F: 3 clusters Score -3.686376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 417368 members 
Entering Unmasked Estep 
Score: -36863776.000000 Penalty: 6419.413574
	Iteration 21Q: 3 clusters Score -3.686378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 417368 members 
Entering Unmasked Estep 
Score: -36863792.000000 Penalty: 6419.413574
	Iteration 22Q: 3 clusters Score -3.686379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 417370 members 
Entering Unmasked Estep 
Score: -36863784.000000 Penalty: 6419.413574
	Iteration 23Q: 3 clusters Score -3.686378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 417373 members 
Entering Unmasked Estep 
Score: -36863780.000000 Penalty: 6419.413574
	Iteration 24Q: 3 clusters Score -3.686378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 417376 members 
Entering Unmasked Estep 
Score: -36863780.000000 Penalty: 6419.413574
	Iteration 25Q: 3 clusters Score -3.686378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 417376 members 
Entering Unmasked Estep 
Score: -36863780.000000 Penalty: 6419.413574
	Iteration 26Q: 3 clusters Score -3.686378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 417376 members 
Entering Unmasked Estep 
Score: -36863780.000000 Penalty: 6419.413574
	Iteration 27Q: 3 clusters Score -3.686378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 417375 members 
Entering Unmasked Estep 
Score: -36863792.000000 Penalty: 6419.413574
	Iteration 28Q: 3 clusters Score -3.686379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 417375 members 
Entering Unmasked Estep 
Score: -36863792.000000 Penalty: 6419.413574
	Iteration 29F: 3 clusters Score -3.686379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -446647.343750 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -446647.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -441794.718750 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -441794.7 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -443102.156250 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -443102.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -443399.406250 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -443399.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -443591.500000 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -443591.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -443723.562500 Penalty: 4281.624023
	Iteration 4Q: 3 clusters Score -443723.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -443815.031250 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -443815 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -443890.312500 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -443890.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -443960.968750 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -443961 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -444033.000000 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -444033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -444095.937500 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -444095.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -444153.531250 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -444153.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -444200.968750 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -444201 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -444253.468750 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -444253.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -444304.687500 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -444304.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -444357.031250 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -444357 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -444403.125000 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -444403.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -444451.656250 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -444451.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -444487.437500 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -444487.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -444531.468750 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -444531.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -444578.906250 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -444578.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -444635.218750 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -444635.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -444708.218750 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -444708.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -444779.250000 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -444779.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -444864.843750 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -444864.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -444965.531250 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -444965.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -445087.500000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -445087.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -445235.031250 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -445235 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -445366.250000 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -445366.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -445469.468750 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -445469.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -445565.156250 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -445565.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -445670.843750 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -445670.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -445765.000000 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -445765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -445860.062500 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -445860.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -445928.875000 Penalty: 4281.624023
	Iteration 33Q: 3 clusters Score -445928.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -446001.375000 Penalty: 4281.624023
	Iteration 34Q: 3 clusters Score -446001.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -446103.218750 Penalty: 4281.624023
	Iteration 35Q: 3 clusters Score -446103.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -446259.906250 Penalty: 4281.624023
	Iteration 36Q: 3 clusters Score -446259.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -446376.531250 Penalty: 4281.624023
	Iteration 37Q: 3 clusters Score -446376.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -446429.625000 Penalty: 4281.624023
	Iteration 38Q: 3 clusters Score -446429.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -446457.031250 Penalty: 4281.624023
	Iteration 39Q: 3 clusters Score -446457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -446470.562500 Penalty: 4281.624023
	Iteration 40F: 3 clusters Score -446470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -446481.468750 Penalty: 4281.624023
	Iteration 41Q: 3 clusters Score -446481.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -446488.750000 Penalty: 4281.624023
	Iteration 42Q: 3 clusters Score -446488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -446492.718750 Penalty: 4281.624023
	Iteration 43Q: 3 clusters Score -446492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -446494.468750 Penalty: 4281.624023
	Iteration 44Q: 3 clusters Score -446494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -446495.593750 Penalty: 4281.624023
	Iteration 45Q: 3 clusters Score -446495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -446495.593750 Penalty: 4281.624023
	Iteration 46F: 3 clusters Score -446495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Entering Unmasked Estep 
Score: -6729470.000000 Penalty: 2787.555908
	Iteration 0F: 2 clusters Score -6729470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -6678590.500000 Penalty: 5575.111816
	Iteration 0F: 3 clusters Score -6678590 nChanged 35693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -6698595.000000 Penalty: 5575.111816
	Iteration 1F: 3 clusters Score -6698595 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -6699810.500000 Penalty: 5575.111816
	Iteration 2Q: 3 clusters Score -6699810 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -6701838.500000 Penalty: 5575.111816
	Iteration 3F: 3 clusters Score -6701838 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -6705453.500000 Penalty: 5575.111816
	Iteration 4F: 3 clusters Score -6705454 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -6710363.500000 Penalty: 5575.111816
	Iteration 5F: 3 clusters Score -6710364 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -6715112.000000 Penalty: 5575.111816
	Iteration 6F: 3 clusters Score -6715112 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -6718542.000000 Penalty: 5575.111816
	Iteration 7F: 3 clusters Score -6718542 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -6720919.000000 Penalty: 5575.111816
	Iteration 8Q: 3 clusters Score -6720919 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -6722778.000000 Penalty: 5575.111816
	Iteration 9Q: 3 clusters Score -6722778 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -6724249.000000 Penalty: 5575.111816
	Iteration 10Q: 3 clusters Score -6724249 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -6725309.500000 Penalty: 5575.111816
	Iteration 11Q: 3 clusters Score -6725310 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -6725983.500000 Penalty: 5575.111816
	Iteration 12Q: 3 clusters Score -6725984 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -6726419.000000 Penalty: 5575.111816
	Iteration 13Q: 3 clusters Score -6726419 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -6726622.000000 Penalty: 5575.111816
	Iteration 14Q: 3 clusters Score -6726622 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -6726780.500000 Penalty: 5575.111816
	Iteration 15Q: 3 clusters Score -6726780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -6726859.000000 Penalty: 5575.111816
	Iteration 16Q: 3 clusters Score -6726859 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -6726941.000000 Penalty: 5575.111816
	Iteration 17Q: 3 clusters Score -6726941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -6726992.500000 Penalty: 5575.111816
	Iteration 18Q: 3 clusters Score -6726992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -6727026.500000 Penalty: 5575.111816
	Iteration 19Q: 3 clusters Score -6727026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -6727055.500000 Penalty: 5575.111816
	Iteration 20F: 3 clusters Score -6727056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -6727078.000000 Penalty: 5575.111816
	Iteration 21Q: 3 clusters Score -6727078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -6727098.500000 Penalty: 5575.111816
	Iteration 22Q: 3 clusters Score -6727098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -6727096.500000 Penalty: 5575.111816
	Iteration 23Q: 3 clusters Score -6727096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -6727097.500000 Penalty: 5575.111816
	Iteration 24Q: 3 clusters Score -6727098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -6727097.000000 Penalty: 5575.111816
	Iteration 25Q: 3 clusters Score -6727097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -6727098.000000 Penalty: 5575.111816
	Iteration 26Q: 3 clusters Score -6727098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -6727104.500000 Penalty: 5575.111816
	Iteration 27Q: 3 clusters Score -6727104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -6727109.500000 Penalty: 5575.111816
	Iteration 28Q: 3 clusters Score -6727110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -6727103.000000 Penalty: 5575.111816
	Iteration 29Q: 3 clusters Score -6727103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -6727112.500000 Penalty: 5575.111816
	Iteration 30Q: 3 clusters Score -6727112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -6727118.500000 Penalty: 5575.111816
	Iteration 31Q: 3 clusters Score -6727118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -6727124.500000 Penalty: 5575.111816
	Iteration 32Q: 3 clusters Score -6727124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -6727127.000000 Penalty: 5575.111816
	Iteration 33Q: 3 clusters Score -6727127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -6727126.000000 Penalty: 5575.111816
	Iteration 34Q: 3 clusters Score -6727126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -6727122.000000 Penalty: 5575.111816
	Iteration 35Q: 3 clusters Score -6727122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -6727132.500000 Penalty: 5575.111816
	Iteration 36Q: 3 clusters Score -6727132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -6727136.500000 Penalty: 5575.111816
	Iteration 37Q: 3 clusters Score -6727136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -6727141.000000 Penalty: 5575.111816
	Iteration 38Q: 3 clusters Score -6727141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -6727141.000000 Penalty: 5575.111816
	Iteration 39F: 3 clusters Score -6727141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (105527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Entering Unmasked Estep 
Score: -9206073.000000 Penalty: 2868.547119
	Iteration 0F: 2 clusters Score -9206073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -9135759.000000 Penalty: 5737.094238
	Iteration 0F: 3 clusters Score -9135759 nChanged 49982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -9164305.000000 Penalty: 5737.094238
	Iteration 1F: 3 clusters Score -9164305 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -9165947.000000 Penalty: 5737.094238
	Iteration 2Q: 3 clusters Score -9165947 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -9169592.000000 Penalty: 5737.094238
	Iteration 3Q: 3 clusters Score -9169592 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -9175757.000000 Penalty: 5737.094238
	Iteration 4F: 3 clusters Score -9175757 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -9182530.000000 Penalty: 5737.094238
	Iteration 5F: 3 clusters Score -9182530 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -9188365.000000 Penalty: 5737.094238
	Iteration 6F: 3 clusters Score -9188365 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -9193049.000000 Penalty: 5737.094238
	Iteration 7F: 3 clusters Score -9193049 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -9196990.000000 Penalty: 5737.094238
	Iteration 8F: 3 clusters Score -9196990 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -9200308.000000 Penalty: 5737.094238
	Iteration 9F: 3 clusters Score -9200308 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -9203638.000000 Penalty: 5737.094238
	Iteration 10Q: 3 clusters Score -9203638 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -9206630.000000 Penalty: 5737.094238
	Iteration 11Q: 3 clusters Score -9206630 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -9209026.000000 Penalty: 5737.094238
	Iteration 12Q: 3 clusters Score -9209026 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -9210890.000000 Penalty: 5737.094238
	Iteration 13Q: 3 clusters Score -9210890 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -9212344.000000 Penalty: 5737.094238
	Iteration 14Q: 3 clusters Score -9212344 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -9213388.000000 Penalty: 5737.094238
	Iteration 15Q: 3 clusters Score -9213388 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -9214116.000000 Penalty: 5737.094238
	Iteration 16Q: 3 clusters Score -9214116 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 92642 members 
Entering Unmasked Estep 
Score: -9214677.000000 Penalty: 5737.094238
	Iteration 17Q: 3 clusters Score -9214677 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -9215102.000000 Penalty: 5737.094238
	Iteration 18Q: 3 clusters Score -9215102 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -9215423.000000 Penalty: 5737.094238
	Iteration 19Q: 3 clusters Score -9215423 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -9215616.000000 Penalty: 5737.094238
	Iteration 20F: 3 clusters Score -9215616 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -9215728.000000 Penalty: 5737.094238
	Iteration 21Q: 3 clusters Score -9215728 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -9215823.000000 Penalty: 5737.094238
	Iteration 22Q: 3 clusters Score -9215823 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -9215845.000000 Penalty: 5737.094238
	Iteration 23Q: 3 clusters Score -9215845 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -9215869.000000 Penalty: 5737.094238
	Iteration 24Q: 3 clusters Score -9215869 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -9215858.000000 Penalty: 5737.094238
	Iteration 25Q: 3 clusters Score -9215858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -9215876.000000 Penalty: 5737.094238
	Iteration 26Q: 3 clusters Score -9215876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
Score: -9215912.000000 Penalty: 5737.094238
	Iteration 27Q: 3 clusters Score -9215912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -9215910.000000 Penalty: 5737.094238
	Iteration 28Q: 3 clusters Score -9215910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -9215917.000000 Penalty: 5737.094238
	Iteration 29Q: 3 clusters Score -9215917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -9215905.000000 Penalty: 5737.094238
	Iteration 30Q: 3 clusters Score -9215905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -9215917.000000 Penalty: 5737.094238
	Iteration 31Q: 3 clusters Score -9215917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -9215906.000000 Penalty: 5737.094238
	Iteration 32Q: 3 clusters Score -9215906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -9215930.000000 Penalty: 5737.094238
	Iteration 33Q: 3 clusters Score -9215930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 97448 members 
Entering Unmasked Estep 
Score: -9215934.000000 Penalty: 5737.094238
	Iteration 34Q: 3 clusters Score -9215934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -9215943.000000 Penalty: 5737.094238
	Iteration 35Q: 3 clusters Score -9215943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -9215930.000000 Penalty: 5737.094238
	Iteration 36Q: 3 clusters Score -9215930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -9215921.000000 Penalty: 5737.094238
	Iteration 37Q: 3 clusters Score -9215921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -9215916.000000 Penalty: 5737.094238
	Iteration 38Q: 3 clusters Score -9215916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -9215927.000000 Penalty: 5737.094238
	Iteration 39Q: 3 clusters Score -9215927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -9215920.000000 Penalty: 5737.094238
	Iteration 40F: 3 clusters Score -9215920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -9215931.000000 Penalty: 5737.094238
	Iteration 41Q: 3 clusters Score -9215931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -9215925.000000 Penalty: 5737.094238
	Iteration 42Q: 3 clusters Score -9215925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -9215917.000000 Penalty: 5737.094238
	Iteration 43Q: 3 clusters Score -9215917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 97497 members 
Entering Unmasked Estep 
Score: -9215919.000000 Penalty: 5737.094238
	Iteration 44Q: 3 clusters Score -9215919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -9215919.000000 Penalty: 5737.094238
	Iteration 45Q: 3 clusters Score -9215919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -9215921.000000 Penalty: 5737.094238
	Iteration 46Q: 3 clusters Score -9215921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -9215921.000000 Penalty: 5737.094238
	Iteration 47F: 3 clusters Score -9215921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 7312 members 
Mstep: Class 14 contains 19068 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 97500 members 
Entering Unmasked Estep 
Score: -112917040.000000 Penalty: 76936.421875
Splitting cluster 9 changes total score from -112904560.000000 to -112917040.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (5787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Entering Unmasked Estep 
Score: -486350.000000 Penalty: 2148.515625
	Iteration 0F: 2 clusters Score -486350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -481296.125000 Penalty: 4297.031250
	Iteration 0F: 3 clusters Score -481296.1 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -482615.375000 Penalty: 4297.031250
	Iteration 1F: 3 clusters Score -482615.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -482892.718750 Penalty: 4297.031250
	Iteration 2F: 3 clusters Score -482892.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -483169.625000 Penalty: 4297.031250
	Iteration 3F: 3 clusters Score -483169.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -483397.500000 Penalty: 4297.031250
	Iteration 4F: 3 clusters Score -483397.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -483606.937500 Penalty: 4297.031250
	Iteration 5F: 3 clusters Score -483606.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -483845.531250 Penalty: 4297.031250
	Iteration 6F: 3 clusters Score -483845.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -484096.062500 Penalty: 4297.031250
	Iteration 7F: 3 clusters Score -484096.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -484371.593750 Penalty: 4297.031250
	Iteration 8F: 3 clusters Score -484371.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -484654.031250 Penalty: 4297.031250
	Iteration 9Q: 3 clusters Score -484654 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -484920.343750 Penalty: 4297.031250
	Iteration 10Q: 3 clusters Score -484920.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -485144.656250 Penalty: 4297.031250
	Iteration 11Q: 3 clusters Score -485144.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -485273.218750 Penalty: 4297.031250
	Iteration 12Q: 3 clusters Score -485273.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -485370.843750 Penalty: 4297.031250
	Iteration 13Q: 3 clusters Score -485370.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -485421.500000 Penalty: 4297.031250
	Iteration 14Q: 3 clusters Score -485421.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -485435.156250 Penalty: 4297.031250
	Iteration 15Q: 3 clusters Score -485435.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -485453.781250 Penalty: 4297.031250
	Iteration 16Q: 3 clusters Score -485453.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -485467.375000 Penalty: 4297.031250
	Iteration 17Q: 3 clusters Score -485467.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -485478.875000 Penalty: 4297.031250
	Iteration 18Q: 3 clusters Score -485478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -485484.031250 Penalty: 4297.031250
	Iteration 19Q: 3 clusters Score -485484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -485484.656250 Penalty: 4297.031250
	Iteration 20F: 3 clusters Score -485484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -485487.718750 Penalty: 4297.031250
	Iteration 21Q: 3 clusters Score -485487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -485488.218750 Penalty: 4297.031250
	Iteration 22Q: 3 clusters Score -485488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -485489.750000 Penalty: 4297.031250
	Iteration 23Q: 3 clusters Score -485489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -485494.156250 Penalty: 4297.031250
	Iteration 24Q: 3 clusters Score -485494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -485499.812500 Penalty: 4297.031250
	Iteration 25Q: 3 clusters Score -485499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -485500.031250 Penalty: 4297.031250
	Iteration 26Q: 3 clusters Score -485500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -485500.031250 Penalty: 4297.031250
	Iteration 27F: 3 clusters Score -485500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Entering Unmasked Estep 
Score: -2922941.750000 Penalty: 2588.759766
	Iteration 0F: 2 clusters Score -2922942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2899645.000000 Penalty: 5177.519531
	Iteration 0F: 3 clusters Score -2899645 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2908234.750000 Penalty: 5177.519531
	Iteration 1F: 3 clusters Score -2908235 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2908995.000000 Penalty: 5177.519531
	Iteration 2F: 3 clusters Score -2908995 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2909910.750000 Penalty: 5177.519531
	Iteration 3F: 3 clusters Score -2909911 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2910970.500000 Penalty: 5177.519531
	Iteration 4F: 3 clusters Score -2910970 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2912081.750000 Penalty: 5177.519531
	Iteration 5F: 3 clusters Score -2912082 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2913269.250000 Penalty: 5177.519531
	Iteration 6F: 3 clusters Score -2913269 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2914375.500000 Penalty: 5177.519531
	Iteration 7F: 3 clusters Score -2914376 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2915360.500000 Penalty: 5177.519531
	Iteration 8F: 3 clusters Score -2915360 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2916245.250000 Penalty: 5177.519531
	Iteration 9Q: 3 clusters Score -2916245 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2917089.000000 Penalty: 5177.519531
	Iteration 10Q: 3 clusters Score -2917089 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2917828.000000 Penalty: 5177.519531
	Iteration 11Q: 3 clusters Score -2917828 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2918455.750000 Penalty: 5177.519531
	Iteration 12Q: 3 clusters Score -2918456 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2918980.500000 Penalty: 5177.519531
	Iteration 13Q: 3 clusters Score -2918980 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -2919320.000000 Penalty: 5177.519531
	Iteration 14Q: 3 clusters Score -2919320 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2919600.000000 Penalty: 5177.519531
	Iteration 15Q: 3 clusters Score -2919600 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2919826.750000 Penalty: 5177.519531
	Iteration 16Q: 3 clusters Score -2919827 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2920009.750000 Penalty: 5177.519531
	Iteration 17Q: 3 clusters Score -2920010 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2920158.750000 Penalty: 5177.519531
	Iteration 18Q: 3 clusters Score -2920159 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -2920316.250000 Penalty: 5177.519531
	Iteration 19Q: 3 clusters Score -2920316 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -2920495.250000 Penalty: 5177.519531
	Iteration 20F: 3 clusters Score -2920495 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2920624.000000 Penalty: 5177.519531
	Iteration 21Q: 3 clusters Score -2920624 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -2920779.000000 Penalty: 5177.519531
	Iteration 22Q: 3 clusters Score -2920779 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2920905.500000 Penalty: 5177.519531
	Iteration 23Q: 3 clusters Score -2920906 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2921009.000000 Penalty: 5177.519531
	Iteration 24Q: 3 clusters Score -2921009 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2921100.000000 Penalty: 5177.519531
	Iteration 25Q: 3 clusters Score -2921100 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2921187.250000 Penalty: 5177.519531
	Iteration 26Q: 3 clusters Score -2921187 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2921239.750000 Penalty: 5177.519531
	Iteration 27Q: 3 clusters Score -2921240 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -2921292.000000 Penalty: 5177.519531
	Iteration 28Q: 3 clusters Score -2921292 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2921331.500000 Penalty: 5177.519531
	Iteration 29Q: 3 clusters Score -2921332 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2921361.750000 Penalty: 5177.519531
	Iteration 30Q: 3 clusters Score -2921362 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2921389.500000 Penalty: 5177.519531
	Iteration 31Q: 3 clusters Score -2921390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -2921418.250000 Penalty: 5177.519531
	Iteration 32Q: 3 clusters Score -2921418 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2921467.250000 Penalty: 5177.519531
	Iteration 33Q: 3 clusters Score -2921467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2921494.500000 Penalty: 5177.519531
	Iteration 34Q: 3 clusters Score -2921494 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2921530.250000 Penalty: 5177.519531
	Iteration 35Q: 3 clusters Score -2921530 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -2921592.250000 Penalty: 5177.519531
	Iteration 36Q: 3 clusters Score -2921592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2921681.750000 Penalty: 5177.519531
	Iteration 37Q: 3 clusters Score -2921682 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2921846.000000 Penalty: 5177.519531
	Iteration 38Q: 3 clusters Score -2921846 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -2922001.500000 Penalty: 5177.519531
	Iteration 39Q: 3 clusters Score -2922002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2922136.500000 Penalty: 5177.519531
	Iteration 40F: 3 clusters Score -2922136 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -2922241.000000 Penalty: 5177.519531
	Iteration 41Q: 3 clusters Score -2922241 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -2922334.250000 Penalty: 5177.519531
	Iteration 42Q: 3 clusters Score -2922334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -2922398.750000 Penalty: 5177.519531
	Iteration 43Q: 3 clusters Score -2922399 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -2922439.750000 Penalty: 5177.519531
	Iteration 44Q: 3 clusters Score -2922440 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -2922478.750000 Penalty: 5177.519531
	Iteration 45Q: 3 clusters Score -2922479 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -2922520.250000 Penalty: 5177.519531
	Iteration 46Q: 3 clusters Score -2922520 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -2922535.250000 Penalty: 5177.519531
	Iteration 47Q: 3 clusters Score -2922535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -2922543.000000 Penalty: 5177.519531
	Iteration 48Q: 3 clusters Score -2922543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -2922562.000000 Penalty: 5177.519531
	Iteration 49Q: 3 clusters Score -2922562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -2922568.250000 Penalty: 5177.519531
	Iteration 50Q: 3 clusters Score -2922568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2922568.250000 Penalty: 5177.519531
	Iteration 51Q: 3 clusters Score -2922568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -2922575.500000 Penalty: 5177.519531
	Iteration 52Q: 3 clusters Score -2922576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -2922576.000000 Penalty: 5177.519531
	Iteration 53Q: 3 clusters Score -2922576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -2922584.750000 Penalty: 5177.519531
	Iteration 54Q: 3 clusters Score -2922585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -2922595.250000 Penalty: 5177.519531
	Iteration 55Q: 3 clusters Score -2922595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -2922590.750000 Penalty: 5177.519531
	Iteration 56Q: 3 clusters Score -2922591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2922592.500000 Penalty: 5177.519531
	Iteration 57Q: 3 clusters Score -2922592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -2922593.750000 Penalty: 5177.519531
	Iteration 58Q: 3 clusters Score -2922594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -2922597.000000 Penalty: 5177.519531
	Iteration 59Q: 3 clusters Score -2922597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2922601.250000 Penalty: 5177.519531
	Iteration 60F: 3 clusters Score -2922601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2922601.000000 Penalty: 5177.519531
	Iteration 61Q: 3 clusters Score -2922601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -2922595.250000 Penalty: 5177.519531
	Iteration 62Q: 3 clusters Score -2922595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -2922598.750000 Penalty: 5177.519531
	Iteration 63Q: 3 clusters Score -2922599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -2922602.500000 Penalty: 5177.519531
	Iteration 64Q: 3 clusters Score -2922602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2922603.750000 Penalty: 5177.519531
	Iteration 65Q: 3 clusters Score -2922604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -2922607.000000 Penalty: 5177.519531
	Iteration 66Q: 3 clusters Score -2922607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -2922605.000000 Penalty: 5177.519531
	Iteration 67Q: 3 clusters Score -2922605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -2922603.500000 Penalty: 5177.519531
	Iteration 68Q: 3 clusters Score -2922604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -2922602.000000 Penalty: 5177.519531
	Iteration 69Q: 3 clusters Score -2922602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -2922606.750000 Penalty: 5177.519531
	Iteration 70Q: 3 clusters Score -2922607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -2922606.750000 Penalty: 5177.519531
	Iteration 71F: 3 clusters Score -2922607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Entering Unmasked Estep 
Score: -1813367.250000 Penalty: 2472.299072
	Iteration 0F: 2 clusters Score -1813367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1798413.000000 Penalty: 4944.598145
	Iteration 0F: 3 clusters Score -1798413 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1803631.250000 Penalty: 4944.598145
	Iteration 1F: 3 clusters Score -1803631 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1804131.250000 Penalty: 4944.598145
	Iteration 2F: 3 clusters Score -1804131 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1804607.500000 Penalty: 4944.598145
	Iteration 3F: 3 clusters Score -1804608 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1805107.750000 Penalty: 4944.598145
	Iteration 4Q: 3 clusters Score -1805108 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1805711.750000 Penalty: 4944.598145
	Iteration 5Q: 3 clusters Score -1805712 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1806445.500000 Penalty: 4944.598145
	Iteration 6F: 3 clusters Score -1806446 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1807310.500000 Penalty: 4944.598145
	Iteration 7F: 3 clusters Score -1807310 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1808247.875000 Penalty: 4944.598145
	Iteration 8F: 3 clusters Score -1808248 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1809098.500000 Penalty: 4944.598145
	Iteration 9F: 3 clusters Score -1809098 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1809803.750000 Penalty: 4944.598145
	Iteration 10Q: 3 clusters Score -1809804 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1810378.625000 Penalty: 4944.598145
	Iteration 11Q: 3 clusters Score -1810379 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1810825.875000 Penalty: 4944.598145
	Iteration 12Q: 3 clusters Score -1810826 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -1811119.375000 Penalty: 4944.598145
	Iteration 13Q: 3 clusters Score -1811119 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1811326.625000 Penalty: 4944.598145
	Iteration 14Q: 3 clusters Score -1811327 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1811472.250000 Penalty: 4944.598145
	Iteration 15Q: 3 clusters Score -1811472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -1811556.000000 Penalty: 4944.598145
	Iteration 16Q: 3 clusters Score -1811556 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1811625.500000 Penalty: 4944.598145
	Iteration 17Q: 3 clusters Score -1811626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1811667.375000 Penalty: 4944.598145
	Iteration 18Q: 3 clusters Score -1811667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -1811695.500000 Penalty: 4944.598145
	Iteration 19Q: 3 clusters Score -1811696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -1811719.625000 Penalty: 4944.598145
	Iteration 20F: 3 clusters Score -1811720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1811737.375000 Penalty: 4944.598145
	Iteration 21Q: 3 clusters Score -1811737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1811747.750000 Penalty: 4944.598145
	Iteration 22Q: 3 clusters Score -1811748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -1811759.500000 Penalty: 4944.598145
	Iteration 23Q: 3 clusters Score -1811760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -1811768.750000 Penalty: 4944.598145
	Iteration 24Q: 3 clusters Score -1811769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1811772.500000 Penalty: 4944.598145
	Iteration 25Q: 3 clusters Score -1811772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1811771.125000 Penalty: 4944.598145
	Iteration 26Q: 3 clusters Score -1811771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1811769.625000 Penalty: 4944.598145
	Iteration 27Q: 3 clusters Score -1811770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1811778.125000 Penalty: 4944.598145
	Iteration 28Q: 3 clusters Score -1811778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1811775.500000 Penalty: 4944.598145
	Iteration 29Q: 3 clusters Score -1811776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1811775.625000 Penalty: 4944.598145
	Iteration 30Q: 3 clusters Score -1811776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1811775.625000 Penalty: 4944.598145
	Iteration 31F: 3 clusters Score -1811776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Entering Unmasked Estep 
Score: -581502.187500 Penalty: 2206.523438
	Iteration 0F: 2 clusters Score -581502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -575587.187500 Penalty: 4413.046875
	Iteration 0F: 3 clusters Score -575587.2 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -578025.000000 Penalty: 4413.046875
	Iteration 1F: 3 clusters Score -578025 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -579805.187500 Penalty: 4413.046875
	Iteration 2F: 3 clusters Score -579805.2 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -582665.500000 Penalty: 4413.046875
	Iteration 3F: 3 clusters Score -582665.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -584823.000000 Penalty: 4413.046875
	Iteration 4F: 3 clusters Score -584823 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -585301.750000 Penalty: 4413.046875
	Iteration 5F: 3 clusters Score -585301.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -585474.875000 Penalty: 4413.046875
	Iteration 6Q: 3 clusters Score -585474.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -585561.687500 Penalty: 4413.046875
	Iteration 7Q: 3 clusters Score -585561.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -585604.937500 Penalty: 4413.046875
	Iteration 8Q: 3 clusters Score -585604.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -585642.812500 Penalty: 4413.046875
	Iteration 9Q: 3 clusters Score -585642.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -585677.750000 Penalty: 4413.046875
	Iteration 10Q: 3 clusters Score -585677.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -585714.000000 Penalty: 4413.046875
	Iteration 11Q: 3 clusters Score -585714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -585750.125000 Penalty: 4413.046875
	Iteration 12Q: 3 clusters Score -585750.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -585777.812500 Penalty: 4413.046875
	Iteration 13Q: 3 clusters Score -585777.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -585794.500000 Penalty: 4413.046875
	Iteration 14Q: 3 clusters Score -585794.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -585805.062500 Penalty: 4413.046875
	Iteration 15Q: 3 clusters Score -585805.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -585819.250000 Penalty: 4413.046875
	Iteration 16Q: 3 clusters Score -585819.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -585846.250000 Penalty: 4413.046875
	Iteration 17Q: 3 clusters Score -585846.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -585870.750000 Penalty: 4413.046875
	Iteration 18Q: 3 clusters Score -585870.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -585899.750000 Penalty: 4413.046875
	Iteration 19Q: 3 clusters Score -585899.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -585954.750000 Penalty: 4413.046875
	Iteration 20F: 3 clusters Score -585954.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -586055.500000 Penalty: 4413.046875
	Iteration 21Q: 3 clusters Score -586055.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -586178.437500 Penalty: 4413.046875
	Iteration 22Q: 3 clusters Score -586178.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -586249.437500 Penalty: 4413.046875
	Iteration 23Q: 3 clusters Score -586249.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -586285.312500 Penalty: 4413.046875
	Iteration 24Q: 3 clusters Score -586285.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -586335.250000 Penalty: 4413.046875
	Iteration 25Q: 3 clusters Score -586335.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -586382.062500 Penalty: 4413.046875
	Iteration 26Q: 3 clusters Score -586382.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -586410.437500 Penalty: 4413.046875
	Iteration 27Q: 3 clusters Score -586410.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -586424.625000 Penalty: 4413.046875
	Iteration 28Q: 3 clusters Score -586424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -586438.750000 Penalty: 4413.046875
	Iteration 29Q: 3 clusters Score -586438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -586446.812500 Penalty: 4413.046875
	Iteration 30Q: 3 clusters Score -586446.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -586450.125000 Penalty: 4413.046875
	Iteration 31Q: 3 clusters Score -586450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -586452.812500 Penalty: 4413.046875
	Iteration 32Q: 3 clusters Score -586452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -586455.437500 Penalty: 4413.046875
	Iteration 33Q: 3 clusters Score -586455.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -586455.437500 Penalty: 4413.046875
	Iteration 34F: 3 clusters Score -586455.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 19068 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 97500 members 
Mstep: Class 23 contains 1363 members 
Entering Unmasked Estep 
Score: -112920672.000000 Penalty: 80433.531250
Splitting cluster 13 changes total score from -112904560.000000 to -112920672.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (19068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Entering Unmasked Estep 
Score: -1534376.875000 Penalty: 2444.230225
	Iteration 0F: 2 clusters Score -1534377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1520908.125000 Penalty: 4888.460449
	Iteration 0F: 3 clusters Score -1520908 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1526228.625000 Penalty: 4888.460449
	Iteration 1F: 3 clusters Score -1526229 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1528091.750000 Penalty: 4888.460449
	Iteration 2F: 3 clusters Score -1528092 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1530157.125000 Penalty: 4888.460449
	Iteration 3F: 3 clusters Score -1530157 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1531988.500000 Penalty: 4888.460449
	Iteration 4F: 3 clusters Score -1531988 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1533286.250000 Penalty: 4888.460449
	Iteration 5F: 3 clusters Score -1533286 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1534157.500000 Penalty: 4888.460449
	Iteration 6F: 3 clusters Score -1534158 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1534870.875000 Penalty: 4888.460449
	Iteration 7Q: 3 clusters Score -1534871 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1535397.375000 Penalty: 4888.460449
	Iteration 8Q: 3 clusters Score -1535397 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1535784.250000 Penalty: 4888.460449
	Iteration 9Q: 3 clusters Score -1535784 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1536039.500000 Penalty: 4888.460449
	Iteration 10Q: 3 clusters Score -1536040 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1536210.500000 Penalty: 4888.460449
	Iteration 11Q: 3 clusters Score -1536210 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1536335.750000 Penalty: 4888.460449
	Iteration 12Q: 3 clusters Score -1536336 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1536414.750000 Penalty: 4888.460449
	Iteration 13Q: 3 clusters Score -1536415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1536484.125000 Penalty: 4888.460449
	Iteration 14Q: 3 clusters Score -1536484 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1536539.375000 Penalty: 4888.460449
	Iteration 15Q: 3 clusters Score -1536539 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1536602.500000 Penalty: 4888.460449
	Iteration 16Q: 3 clusters Score -1536602 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1536655.000000 Penalty: 4888.460449
	Iteration 17Q: 3 clusters Score -1536655 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1536726.125000 Penalty: 4888.460449
	Iteration 18Q: 3 clusters Score -1536726 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1536847.250000 Penalty: 4888.460449
	Iteration 19Q: 3 clusters Score -1536847 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1537129.375000 Penalty: 4888.460449
	Iteration 20F: 3 clusters Score -1537129 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1537881.500000 Penalty: 4888.460449
	Iteration 21Q: 3 clusters Score -1537882 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1538406.625000 Penalty: 4888.460449
	Iteration 22Q: 3 clusters Score -1538407 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1538522.375000 Penalty: 4888.460449
	Iteration 23Q: 3 clusters Score -1538522 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1538564.750000 Penalty: 4888.460449
	Iteration 24Q: 3 clusters Score -1538565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1538591.500000 Penalty: 4888.460449
	Iteration 25Q: 3 clusters Score -1538592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1538600.750000 Penalty: 4888.460449
	Iteration 26Q: 3 clusters Score -1538601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1538610.250000 Penalty: 4888.460449
	Iteration 27Q: 3 clusters Score -1538610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1538611.500000 Penalty: 4888.460449
	Iteration 28Q: 3 clusters Score -1538612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1538614.000000 Penalty: 4888.460449
	Iteration 29Q: 3 clusters Score -1538614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1538614.000000 Penalty: 4888.460449
	Iteration 30Q: 3 clusters Score -1538614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1538619.625000 Penalty: 4888.460449
	Iteration 31Q: 3 clusters Score -1538620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1538620.000000 Penalty: 4888.460449
	Iteration 32Q: 3 clusters Score -1538620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1538622.875000 Penalty: 4888.460449
	Iteration 33Q: 3 clusters Score -1538623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1538629.500000 Penalty: 4888.460449
	Iteration 34Q: 3 clusters Score -1538630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1538632.875000 Penalty: 4888.460449
	Iteration 35Q: 3 clusters Score -1538633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1538631.750000 Penalty: 4888.460449
	Iteration 36Q: 3 clusters Score -1538632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1538630.000000 Penalty: 4888.460449
	Iteration 37Q: 3 clusters Score -1538630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1538632.250000 Penalty: 4888.460449
	Iteration 38Q: 3 clusters Score -1538632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1538635.250000 Penalty: 4888.460449
	Iteration 39Q: 3 clusters Score -1538635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1538633.875000 Penalty: 4888.460449
	Iteration 40F: 3 clusters Score -1538634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1538636.750000 Penalty: 4888.460449
	Iteration 41Q: 3 clusters Score -1538637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1538637.875000 Penalty: 4888.460449
	Iteration 42Q: 3 clusters Score -1538638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1538637.625000 Penalty: 4888.460449
	Iteration 43Q: 3 clusters Score -1538638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1538635.250000 Penalty: 4888.460449
	Iteration 44Q: 3 clusters Score -1538635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1538639.625000 Penalty: 4888.460449
	Iteration 45Q: 3 clusters Score -1538640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1538633.500000 Penalty: 4888.460449
	Iteration 46Q: 3 clusters Score -1538634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1538637.500000 Penalty: 4888.460449
	Iteration 47Q: 3 clusters Score -1538638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1538636.250000 Penalty: 4888.460449
	Iteration 48Q: 3 clusters Score -1538636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1538632.000000 Penalty: 4888.460449
	Iteration 49Q: 3 clusters Score -1538632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1538633.625000 Penalty: 4888.460449
	Iteration 50Q: 3 clusters Score -1538634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1538634.375000 Penalty: 4888.460449
	Iteration 51Q: 3 clusters Score -1538634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1538637.875000 Penalty: 4888.460449
	Iteration 52Q: 3 clusters Score -1538638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1538637.750000 Penalty: 4888.460449
	Iteration 53Q: 3 clusters Score -1538638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1538637.625000 Penalty: 4888.460449
	Iteration 54Q: 3 clusters Score -1538638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1538642.125000 Penalty: 4888.460449
	Iteration 55Q: 3 clusters Score -1538642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1538642.250000 Penalty: 4888.460449
	Iteration 56Q: 3 clusters Score -1538642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1538645.125000 Penalty: 4888.460449
	Iteration 57Q: 3 clusters Score -1538645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1538642.500000 Penalty: 4888.460449
	Iteration 58Q: 3 clusters Score -1538642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1538645.125000 Penalty: 4888.460449
	Iteration 59Q: 3 clusters Score -1538645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1538644.250000 Penalty: 4888.460449
	Iteration 60F: 3 clusters Score -1538644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1538645.625000 Penalty: 4888.460449
	Iteration 61Q: 3 clusters Score -1538646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1538644.375000 Penalty: 4888.460449
	Iteration 62Q: 3 clusters Score -1538644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1538645.375000 Penalty: 4888.460449
	Iteration 63Q: 3 clusters Score -1538645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1538645.000000 Penalty: 4888.460449
	Iteration 64Q: 3 clusters Score -1538645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1538645.125000 Penalty: 4888.460449
	Iteration 65Q: 3 clusters Score -1538645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1538642.750000 Penalty: 4888.460449
	Iteration 66Q: 3 clusters Score -1538643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1538643.875000 Penalty: 4888.460449
	Iteration 67Q: 3 clusters Score -1538644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1538647.125000 Penalty: 4888.460449
	Iteration 68Q: 3 clusters Score -1538647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1538647.625000 Penalty: 4888.460449
	Iteration 69Q: 3 clusters Score -1538648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1538645.250000 Penalty: 4888.460449
	Iteration 70Q: 3 clusters Score -1538645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1538645.250000 Penalty: 4888.460449
	Iteration 71F: 3 clusters Score -1538645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 97500 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 14168 members 
Entering Unmasked Estep 
Score: -112923712.000000 Penalty: 83930.640625
Splitting cluster 14 changes total score from -112904560.000000 to -112923712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (17250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Entering Unmasked Estep 
Score: -1461822.500000 Penalty: 2419.380859
	Iteration 0F: 2 clusters Score -1461822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1449591.375000 Penalty: 4838.761719
	Iteration 0F: 3 clusters Score -1449591 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1454530.750000 Penalty: 4838.761719
	Iteration 1F: 3 clusters Score -1454531 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1456375.000000 Penalty: 4838.761719
	Iteration 2F: 3 clusters Score -1456375 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1457950.875000 Penalty: 4838.761719
	Iteration 3F: 3 clusters Score -1457951 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1459234.125000 Penalty: 4838.761719
	Iteration 4F: 3 clusters Score -1459234 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1460087.000000 Penalty: 4838.761719
	Iteration 5F: 3 clusters Score -1460087 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1460661.750000 Penalty: 4838.761719
	Iteration 6F: 3 clusters Score -1460662 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1461147.750000 Penalty: 4838.761719
	Iteration 7Q: 3 clusters Score -1461148 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1461568.500000 Penalty: 4838.761719
	Iteration 8Q: 3 clusters Score -1461568 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1461938.250000 Penalty: 4838.761719
	Iteration 9Q: 3 clusters Score -1461938 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1462233.000000 Penalty: 4838.761719
	Iteration 10Q: 3 clusters Score -1462233 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1462471.500000 Penalty: 4838.761719
	Iteration 11Q: 3 clusters Score -1462472 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1462697.750000 Penalty: 4838.761719
	Iteration 12Q: 3 clusters Score -1462698 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1462899.125000 Penalty: 4838.761719
	Iteration 13Q: 3 clusters Score -1462899 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1463100.000000 Penalty: 4838.761719
	Iteration 14Q: 3 clusters Score -1463100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1463329.500000 Penalty: 4838.761719
	Iteration 15Q: 3 clusters Score -1463330 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1463495.875000 Penalty: 4838.761719
	Iteration 16Q: 3 clusters Score -1463496 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1463616.500000 Penalty: 4838.761719
	Iteration 17Q: 3 clusters Score -1463616 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1463694.625000 Penalty: 4838.761719
	Iteration 18Q: 3 clusters Score -1463695 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1463753.750000 Penalty: 4838.761719
	Iteration 19Q: 3 clusters Score -1463754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1463801.000000 Penalty: 4838.761719
	Iteration 20F: 3 clusters Score -1463801 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1463860.125000 Penalty: 4838.761719
	Iteration 21Q: 3 clusters Score -1463860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1463910.125000 Penalty: 4838.761719
	Iteration 22Q: 3 clusters Score -1463910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1463971.500000 Penalty: 4838.761719
	Iteration 23Q: 3 clusters Score -1463972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1464044.875000 Penalty: 4838.761719
	Iteration 24Q: 3 clusters Score -1464045 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -1464122.125000 Penalty: 4838.761719
	Iteration 25Q: 3 clusters Score -1464122 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1464215.625000 Penalty: 4838.761719
	Iteration 26Q: 3 clusters Score -1464216 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1464370.625000 Penalty: 4838.761719
	Iteration 27Q: 3 clusters Score -1464371 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1464588.250000 Penalty: 4838.761719
	Iteration 28Q: 3 clusters Score -1464588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1464854.250000 Penalty: 4838.761719
	Iteration 29Q: 3 clusters Score -1464854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1464959.250000 Penalty: 4838.761719
	Iteration 30Q: 3 clusters Score -1464959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1464982.250000 Penalty: 4838.761719
	Iteration 31Q: 3 clusters Score -1464982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1464987.875000 Penalty: 4838.761719
	Iteration 32Q: 3 clusters Score -1464988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1464991.625000 Penalty: 4838.761719
	Iteration 33Q: 3 clusters Score -1464992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1464994.500000 Penalty: 4838.761719
	Iteration 34Q: 3 clusters Score -1464994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1464992.250000 Penalty: 4838.761719
	Iteration 35Q: 3 clusters Score -1464992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1465009.750000 Penalty: 4838.761719
	Iteration 36F: 3 clusters Score -1465010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -1465038.750000 Penalty: 4838.761719
	Iteration 37Q: 3 clusters Score -1465039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1465051.625000 Penalty: 4838.761719
	Iteration 38Q: 3 clusters Score -1465052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1465056.625000 Penalty: 4838.761719
	Iteration 39Q: 3 clusters Score -1465057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1465061.125000 Penalty: 4838.761719
	Iteration 40F: 3 clusters Score -1465061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1465065.250000 Penalty: 4838.761719
	Iteration 41Q: 3 clusters Score -1465065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1465063.375000 Penalty: 4838.761719
	Iteration 42Q: 3 clusters Score -1465063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1465063.750000 Penalty: 4838.761719
	Iteration 43Q: 3 clusters Score -1465064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -1465063.750000 Penalty: 4838.761719
	Iteration 44F: 3 clusters Score -1465064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 10138 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 97500 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 14168 members 
Mstep: Class 25 contains 16301 members 
Entering Unmasked Estep 
Score: -112925664.000000 Penalty: 87427.757812
Splitting cluster 15 changes total score from -112904560.000000 to -112925664.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (10138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Entering Unmasked Estep 
Score: -696109.250000 Penalty: 2287.563232
	Iteration 0F: 2 clusters Score -696109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -688523.250000 Penalty: 4575.126465
	Iteration 0F: 3 clusters Score -688523.2 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -692445.687500 Penalty: 4575.126465
	Iteration 1F: 3 clusters Score -692445.7 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -694764.812500 Penalty: 4575.126465
	Iteration 2F: 3 clusters Score -694764.8 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -696878.625000 Penalty: 4575.126465
	Iteration 3F: 3 clusters Score -696878.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -698328.437500 Penalty: 4575.126465
	Iteration 4F: 3 clusters Score -698328.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -699044.312500 Penalty: 4575.126465
	Iteration 5F: 3 clusters Score -699044.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -699302.875000 Penalty: 4575.126465
	Iteration 6Q: 3 clusters Score -699302.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -699423.625000 Penalty: 4575.126465
	Iteration 7Q: 3 clusters Score -699423.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -699486.937500 Penalty: 4575.126465
	Iteration 8Q: 3 clusters Score -699486.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -699545.062500 Penalty: 4575.126465
	Iteration 9Q: 3 clusters Score -699545.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -699577.562500 Penalty: 4575.126465
	Iteration 10Q: 3 clusters Score -699577.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -699602.062500 Penalty: 4575.126465
	Iteration 11Q: 3 clusters Score -699602.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -699625.625000 Penalty: 4575.126465
	Iteration 12Q: 3 clusters Score -699625.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -699645.125000 Penalty: 4575.126465
	Iteration 13Q: 3 clusters Score -699645.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -699655.500000 Penalty: 4575.126465
	Iteration 14Q: 3 clusters Score -699655.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -699668.937500 Penalty: 4575.126465
	Iteration 15Q: 3 clusters Score -699668.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -699673.312500 Penalty: 4575.126465
	Iteration 16Q: 3 clusters Score -699673.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -699680.312500 Penalty: 4575.126465
	Iteration 17Q: 3 clusters Score -699680.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -699682.625000 Penalty: 4575.126465
	Iteration 18Q: 3 clusters Score -699682.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -699687.000000 Penalty: 4575.126465
	Iteration 19Q: 3 clusters Score -699687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -699689.500000 Penalty: 4575.126465
	Iteration 20F: 3 clusters Score -699689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -699688.875000 Penalty: 4575.126465
	Iteration 21Q: 3 clusters Score -699688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -699691.625000 Penalty: 4575.126465
	Iteration 22Q: 3 clusters Score -699691.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -699694.312500 Penalty: 4575.126465
	Iteration 23Q: 3 clusters Score -699694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -699694.375000 Penalty: 4575.126465
	Iteration 24Q: 3 clusters Score -699694.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -699695.875000 Penalty: 4575.126465
	Iteration 25Q: 3 clusters Score -699695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -699697.125000 Penalty: 4575.126465
	Iteration 26Q: 3 clusters Score -699697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -699698.437500 Penalty: 4575.126465
	Iteration 27Q: 3 clusters Score -699698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -699697.750000 Penalty: 4575.126465
	Iteration 28Q: 3 clusters Score -699697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -699700.750000 Penalty: 4575.126465
	Iteration 29Q: 3 clusters Score -699700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -699702.312500 Penalty: 4575.126465
	Iteration 30Q: 3 clusters Score -699702.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -699702.062500 Penalty: 4575.126465
	Iteration 31Q: 3 clusters Score -699702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -699702.812500 Penalty: 4575.126465
	Iteration 32Q: 3 clusters Score -699702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -699704.375000 Penalty: 4575.126465
	Iteration 33Q: 3 clusters Score -699704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -699705.062500 Penalty: 4575.126465
	Iteration 34Q: 3 clusters Score -699705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -699705.062500 Penalty: 4575.126465
	Iteration 35F: 3 clusters Score -699705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 97500 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 14168 members 
Mstep: Class 25 contains 16301 members 
Mstep: Class 26 contains 4952 members 
Entering Unmasked Estep 
Score: -112928088.000000 Penalty: 90924.867188
Splitting cluster 16 changes total score from -112904560.000000 to -112928088.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (414886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414886 members 
Entering Unmasked Estep 
Score: -36393636.000000 Penalty: 3208.068115
	Iteration 0F: 2 clusters Score -3.639364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207912 members 
Mstep: Class 2 contains 206974 members 
Entering Unmasked Estep 
Score: -36114268.000000 Penalty: 6416.136230
	Iteration 0F: 3 clusters Score -3.611427e+07 nChanged 201683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217389 members 
Mstep: Class 2 contains 197497 members 
Entering Unmasked Estep 
Score: -36236028.000000 Penalty: 6416.136230
	Iteration 1F: 3 clusters Score -3.623603e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222417 members 
Mstep: Class 2 contains 192469 members 
Entering Unmasked Estep 
Score: -36238712.000000 Penalty: 6416.136230
	Iteration 2Q: 3 clusters Score -3.623871e+07 nChanged 13428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 184821 members 
Entering Unmasked Estep 
Score: -36242984.000000 Penalty: 6416.136230
	Iteration 3Q: 3 clusters Score -3.624298e+07 nChanged 16706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241329 members 
Mstep: Class 2 contains 173557 members 
Entering Unmasked Estep 
Score: -36250812.000000 Penalty: 6416.136230
	Iteration 4Q: 3 clusters Score -3.625081e+07 nChanged 20576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256979 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -36263320.000000 Penalty: 6416.136230
	Iteration 5Q: 3 clusters Score -3.626332e+07 nChanged 24819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277250 members 
Mstep: Class 2 contains 137636 members 
Entering Unmasked Estep 
Score: -36281624.000000 Penalty: 6416.136230
	Iteration 6F: 3 clusters Score -3.628162e+07 nChanged 26775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299647 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -36303684.000000 Penalty: 6416.136230
	Iteration 7F: 3 clusters Score -3.630368e+07 nChanged 25245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321200 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -36324660.000000 Penalty: 6416.136230
	Iteration 8F: 3 clusters Score -3.632466e+07 nChanged 21598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339920 members 
Mstep: Class 2 contains 74966 members 
Entering Unmasked Estep 
Score: -36341228.000000 Penalty: 6416.136230
	Iteration 9F: 3 clusters Score -3.634123e+07 nChanged 17506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355832 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -36353216.000000 Penalty: 6416.136230
	Iteration 10Q: 3 clusters Score -3.635322e+07 nChanged 14588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369874 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -36362800.000000 Penalty: 6416.136230
	Iteration 11Q: 3 clusters Score -3.63628e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381778 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -36371140.000000 Penalty: 6416.136230
	Iteration 12Q: 3 clusters Score -3.637114e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391591 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -36377084.000000 Penalty: 6416.136230
	Iteration 13Q: 3 clusters Score -3.637708e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399148 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -36382052.000000 Penalty: 6416.136230
	Iteration 14Q: 3 clusters Score -3.638205e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404527 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -36385252.000000 Penalty: 6416.136230
	Iteration 15Q: 3 clusters Score -3.638525e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408080 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -36387400.000000 Penalty: 6416.136230
	Iteration 16Q: 3 clusters Score -3.63874e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410335 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -36388756.000000 Penalty: 6416.136230
	Iteration 17Q: 3 clusters Score -3.638876e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411724 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -36389508.000000 Penalty: 6416.136230
	Iteration 18Q: 3 clusters Score -3.638951e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412599 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -36390032.000000 Penalty: 6416.136230
	Iteration 19Q: 3 clusters Score -3.639003e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413086 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -36390312.000000 Penalty: 6416.136230
	Iteration 20F: 3 clusters Score -3.639031e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413379 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -36390448.000000 Penalty: 6416.136230
	Iteration 21Q: 3 clusters Score -3.639045e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413566 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -36390556.000000 Penalty: 6416.136230
	Iteration 22Q: 3 clusters Score -3.639056e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413674 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -36390628.000000 Penalty: 6416.136230
	Iteration 23Q: 3 clusters Score -3.639063e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413758 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -36390712.000000 Penalty: 6416.136230
	Iteration 24Q: 3 clusters Score -3.639071e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413815 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -36390728.000000 Penalty: 6416.136230
	Iteration 25Q: 3 clusters Score -3.639073e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413861 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -36390780.000000 Penalty: 6416.136230
	Iteration 26Q: 3 clusters Score -3.639078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413885 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -36390812.000000 Penalty: 6416.136230
	Iteration 27Q: 3 clusters Score -3.639081e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413910 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -36390816.000000 Penalty: 6416.136230
	Iteration 28Q: 3 clusters Score -3.639082e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413932 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -36390824.000000 Penalty: 6416.136230
	Iteration 29Q: 3 clusters Score -3.639082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413958 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -36390872.000000 Penalty: 6416.136230
	Iteration 30Q: 3 clusters Score -3.639087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413971 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -36390836.000000 Penalty: 6416.136230
	Iteration 31Q: 3 clusters Score -3.639084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413983 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -36390840.000000 Penalty: 6416.136230
	Iteration 32Q: 3 clusters Score -3.639084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413993 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -36390876.000000 Penalty: 6416.136230
	Iteration 33Q: 3 clusters Score -3.639088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414006 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -36390892.000000 Penalty: 6416.136230
	Iteration 34Q: 3 clusters Score -3.639089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414013 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -36390916.000000 Penalty: 6416.136230
	Iteration 35Q: 3 clusters Score -3.639092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414014 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -36390924.000000 Penalty: 6416.136230
	Iteration 36Q: 3 clusters Score -3.639092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414016 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -36390912.000000 Penalty: 6416.136230
	Iteration 37Q: 3 clusters Score -3.639091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414020 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36390900.000000 Penalty: 6416.136230
	Iteration 38Q: 3 clusters Score -3.63909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414023 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -36390924.000000 Penalty: 6416.136230
	Iteration 39Q: 3 clusters Score -3.639092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414025 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -36390920.000000 Penalty: 6416.136230
	Iteration 40F: 3 clusters Score -3.639092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414024 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -36390924.000000 Penalty: 6416.136230
	Iteration 41Q: 3 clusters Score -3.639092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414025 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -36390932.000000 Penalty: 6416.136230
	Iteration 42Q: 3 clusters Score -3.639093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414021 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -36390948.000000 Penalty: 6416.136230
	Iteration 43Q: 3 clusters Score -3.639095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414020 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36390920.000000 Penalty: 6416.136230
	Iteration 44Q: 3 clusters Score -3.639092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414020 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36390920.000000 Penalty: 6416.136230
	Iteration 45F: 3 clusters Score -3.639092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Entering Unmasked Estep 
Score: -3967842.250000 Penalty: 2661.491699
	Iteration 0F: 2 clusters Score -3967842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3937061.000000 Penalty: 5322.983398
	Iteration 0F: 3 clusters Score -3937061 nChanged 21113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3948800.500000 Penalty: 5322.983398
	Iteration 1F: 3 clusters Score -3948800 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3949689.000000 Penalty: 5322.983398
	Iteration 2Q: 3 clusters Score -3949689 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3950672.500000 Penalty: 5322.983398
	Iteration 3Q: 3 clusters Score -3950672 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3951737.500000 Penalty: 5322.983398
	Iteration 4F: 3 clusters Score -3951738 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3952791.500000 Penalty: 5322.983398
	Iteration 5Q: 3 clusters Score -3952792 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3953946.500000 Penalty: 5322.983398
	Iteration 6F: 3 clusters Score -3953946 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3955144.000000 Penalty: 5322.983398
	Iteration 7F: 3 clusters Score -3955144 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -3956277.750000 Penalty: 5322.983398
	Iteration 8Q: 3 clusters Score -3956278 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -3957284.000000 Penalty: 5322.983398
	Iteration 9Q: 3 clusters Score -3957284 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3958173.750000 Penalty: 5322.983398
	Iteration 10Q: 3 clusters Score -3958174 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -3958992.500000 Penalty: 5322.983398
	Iteration 11Q: 3 clusters Score -3958992 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -3959849.250000 Penalty: 5322.983398
	Iteration 12Q: 3 clusters Score -3959849 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -3960756.000000 Penalty: 5322.983398
	Iteration 13Q: 3 clusters Score -3960756 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -3961634.000000 Penalty: 5322.983398
	Iteration 14Q: 3 clusters Score -3961634 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3962586.750000 Penalty: 5322.983398
	Iteration 15Q: 3 clusters Score -3962587 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -3963482.500000 Penalty: 5322.983398
	Iteration 16Q: 3 clusters Score -3963482 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3964180 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3964730 nChanged 590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3965111 nChanged 434
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Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3965359 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3965516 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3965608 nChanged 193
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Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3965661 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3965714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3965772 nChanged 132
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Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3965805 nChanged 112
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Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -3965833.250000 Penalty: 5322.983398
	Iteration 27Q: 3 clusters Score -3965833 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3965863 nChanged 92
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Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3965882 nChanged 77
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Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -3965891.250000 Penalty: 5322.983398
	Iteration 30Q: 3 clusters Score -3965891 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3965901 nChanged 57
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Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -3965906.250000 Penalty: 5322.983398
	Iteration 32Q: 3 clusters Score -3965906 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3965909 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3965921 nChanged 58
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3965930 nChanged 59
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Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3965944 nChanged 59
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Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3965956 nChanged 52
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Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3965973 nChanged 43
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Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3965987 nChanged 43
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Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3966000 nChanged 51
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3966013 nChanged 54
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Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3966013 nChanged 45
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3966024 nChanged 38
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Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3966032 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3966042 nChanged 41
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Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3966046 nChanged 36
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Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3966050 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3966059 nChanged 53
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Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3966069 nChanged 61
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Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3966089 nChanged 54
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Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3966092 nChanged 60
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Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3966118 nChanged 68
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Mstep: Class 1 contains 3200 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3966137 nChanged 66
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Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3966143 nChanged 55
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Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3966145 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -3966151.000000 Penalty: 5322.983398
	Iteration 56Q: 3 clusters Score -3966151 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3966161 nChanged 29
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3966163 nChanged 30
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Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 42731 members 
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	Iteration 59Q: 3 clusters Score -3966171 nChanged 43
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Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3966166 nChanged 50
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3966186 nChanged 53
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Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3966188 nChanged 52
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Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3966198 nChanged 59
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Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 42900 members 
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	Iteration 64Q: 3 clusters Score -3966218 nChanged 69
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Mstep: Class 1 contains 2851 members 
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	Iteration 65Q: 3 clusters Score -3966246 nChanged 75
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Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 42968 members 
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	Iteration 66Q: 3 clusters Score -3966270 nChanged 79
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Mstep: Class 1 contains 2789 members 
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	Iteration 67Q: 3 clusters Score -3966310 nChanged 92
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Mstep: Class 1 contains 2741 members 
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	Iteration 68Q: 3 clusters Score -3966340 nChanged 101
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Mstep: Class 1 contains 2690 members 
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	Iteration 69Q: 3 clusters Score -3966396 nChanged 121
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Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 43145 members 
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	Iteration 70Q: 3 clusters Score -3966460 nChanged 132
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Mstep: Class 1 contains 2603 members 
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	Iteration 71Q: 3 clusters Score -3966550 nChanged 140
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Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43241 members 
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	Iteration 72Q: 3 clusters Score -3966647 nChanged 150
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Mstep: Class 1 contains 2493 members 
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	Iteration 73Q: 3 clusters Score -3966770 nChanged 160
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Mstep: Class 1 contains 2437 members 
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	Iteration 74Q: 3 clusters Score -3966968 nChanged 189
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Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 43394 members 
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	Iteration 75Q: 3 clusters Score -3967264 nChanged 245
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Mstep: Class 1 contains 2405 members 
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	Iteration 76Q: 3 clusters Score -3967794 nChanged 301
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Mstep: Class 1 contains 2542 members 
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	Iteration 77Q: 3 clusters Score -3968306 nChanged 314
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Mstep: Class 1 contains 2752 members 
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	Iteration 78Q: 3 clusters Score -3968506 nChanged 268
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Mstep: Class 1 contains 2986 members 
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	Iteration 79Q: 3 clusters Score -3968655 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 42600 members 
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	Iteration 80F: 3 clusters Score -3968808 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 42373 members 
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	Iteration 81Q: 3 clusters Score -3968955 nChanged 250
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Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 42127 members 
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	Iteration 82Q: 3 clusters Score -3969166 nChanged 328
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Mstep: Class 1 contains 3985 members 
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	Iteration 83Q: 3 clusters Score -3969554 nChanged 450
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Mstep: Class 1 contains 4431 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3970162 nChanged 506
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 40865 members 
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	Iteration 85Q: 3 clusters Score -3970660 nChanged 397
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Mstep: Class 1 contains 5320 members 
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	Iteration 86Q: 3 clusters Score -3970951 nChanged 287
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Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 40183 members 
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	Iteration 87Q: 3 clusters Score -3971098 nChanged 202
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Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 39981 members 
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	Iteration 88Q: 3 clusters Score -3971170 nChanged 141
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Mstep: Class 1 contains 5950 members 
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	Iteration 89Q: 3 clusters Score -3971225 nChanged 86
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Mstep: Class 1 contains 6036 members 
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	Iteration 90Q: 3 clusters Score -3971260 nChanged 59
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Mstep: Class 1 contains 6095 members 
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	Iteration 91Q: 3 clusters Score -3971290 nChanged 46
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Mstep: Class 1 contains 6141 members 
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	Iteration 92Q: 3 clusters Score -3971300 nChanged 32
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Mstep: Class 1 contains 6173 members 
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	Iteration 93Q: 3 clusters Score -3971314 nChanged 23
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Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 39594 members 
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	Iteration 94Q: 3 clusters Score -3971312 nChanged 22
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Mstep: Class 1 contains 6218 members 
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	Iteration 95Q: 3 clusters Score -3971329 nChanged 21
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Mstep: Class 1 contains 6239 members 
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	Iteration 96Q: 3 clusters Score -3971332 nChanged 17
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Mstep: Class 1 contains 6256 members 
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	Iteration 97Q: 3 clusters Score -3971332 nChanged 14
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Mstep: Class 1 contains 6270 members 
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	Iteration 98Q: 3 clusters Score -3971326 nChanged 13
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	Iteration 100F: 3 clusters Score -3971651 nChanged 192
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Mstep: Class 1 contains 6485 members 
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	Iteration 101Q: 3 clusters Score -3971807 nChanged 160
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Mstep: Class 1 contains 6643 members 
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	Iteration 102Q: 3 clusters Score -3971880 nChanged 122
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Mstep: Class 1 contains 6761 members 
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	Iteration 103Q: 3 clusters Score -3971888 nChanged 89
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Mstep: Class 1 contains 6848 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3971928 nChanged 72
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Mstep: Class 1 contains 6918 members 
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	Iteration 105Q: 3 clusters Score -3971936 nChanged 55
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3971942 nChanged 42
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3971960 nChanged 32
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	Iteration 108Q: 3 clusters Score -3971949 nChanged 23
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Score: -3971940.250000 Penalty: 5322.983398
	Iteration 109Q: 3 clusters Score -3971940 nChanged 16
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Entering Unmasked Estep 
Score: -3971946.000000 Penalty: 5322.983398
	Iteration 110Q: 3 clusters Score -3971946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -3971944.000000 Penalty: 5322.983398
	Iteration 111Q: 3 clusters Score -3971944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -3971933.000000 Penalty: 5322.983398
	Iteration 112Q: 3 clusters Score -3971933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -3971935.750000 Penalty: 5322.983398
	Iteration 113Q: 3 clusters Score -3971936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -3971938.500000 Penalty: 5322.983398
	Iteration 114Q: 3 clusters Score -3971938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -3971935.250000 Penalty: 5322.983398
	Iteration 115Q: 3 clusters Score -3971935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -3971936.500000 Penalty: 5322.983398
	Iteration 116Q: 3 clusters Score -3971936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -3971938.500000 Penalty: 5322.983398
	Iteration 117Q: 3 clusters Score -3971938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -3971938.500000 Penalty: 5322.983398
	Iteration 118F: 3 clusters Score -3971938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 39270 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 97500 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 14168 members 
Mstep: Class 25 contains 16301 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 38663 members 
Entering Unmasked Estep 
Score: -112931088.000000 Penalty: 94421.976562
Splitting cluster 18 changes total score from -112904560.000000 to -112931088.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -843201.437500 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -843201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -835275.375000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -835275.4 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -837635.562500 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -837635.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -838104.125000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -838104.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -838501.562500 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -838501.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -838908.250000 Penalty: 4592.953613
	Iteration 4F: 3 clusters Score -838908.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -839347.625000 Penalty: 4592.953613
	Iteration 5F: 3 clusters Score -839347.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -839844.250000 Penalty: 4592.953613
	Iteration 6F: 3 clusters Score -839844.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -840273.562500 Penalty: 4592.953613
	Iteration 7F: 3 clusters Score -840273.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -840658.187500 Penalty: 4592.953613
	Iteration 8Q: 3 clusters Score -840658.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -841029.937500 Penalty: 4592.953613
	Iteration 9Q: 3 clusters Score -841029.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -841383.437500 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -841383.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -841695.687500 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -841695.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -841989.937500 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -841989.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -842229.812500 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -842229.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -842409.000000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -842409 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -842534.937500 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -842534.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -842606.250000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -842606.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -842641.937500 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -842641.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -842662.687500 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -842662.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -842674.312500 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -842674.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -842683.312500 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -842683.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -842683.812500 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -842683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -842686.000000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -842686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -842688.000000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -842688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -842688.000000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -842688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -842689.937500 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -842689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -842689.187500 Penalty: 4592.953613
	Iteration 26Q: 3 clusters Score -842689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -842688.187500 Penalty: 4592.953613
	Iteration 27Q: 3 clusters Score -842688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -842687.062500 Penalty: 4592.953613
	Iteration 28Q: 3 clusters Score -842687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -842687.062500 Penalty: 4592.953613
	Iteration 29F: 3 clusters Score -842687.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Entering Unmasked Estep 
Score: -3341566.500000 Penalty: 2623.397705
	Iteration 0F: 2 clusters Score -3341566 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 19435 members 
Entering Unmasked Estep 
Score: -3315070.000000 Penalty: 5246.795410
	Iteration 0F: 3 clusters Score -3315070 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3325773.000000 Penalty: 5246.795410
	Iteration 1F: 3 clusters Score -3325773 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3327453.500000 Penalty: 5246.795410
	Iteration 2F: 3 clusters Score -3327454 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3329743.750000 Penalty: 5246.795410
	Iteration 3F: 3 clusters Score -3329744 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3332478.500000 Penalty: 5246.795410
	Iteration 4F: 3 clusters Score -3332478 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3335057.000000 Penalty: 5246.795410
	Iteration 5F: 3 clusters Score -3335057 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3336941.000000 Penalty: 5246.795410
	Iteration 6F: 3 clusters Score -3336941 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3338049.250000 Penalty: 5246.795410
	Iteration 7Q: 3 clusters Score -3338049 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3338759.500000 Penalty: 5246.795410
	Iteration 8Q: 3 clusters Score -3338760 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3339318.750000 Penalty: 5246.795410
	Iteration 9Q: 3 clusters Score -3339319 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3339833.750000 Penalty: 5246.795410
	Iteration 10Q: 3 clusters Score -3339834 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3340572.500000 Penalty: 5246.795410
	Iteration 11Q: 3 clusters Score -3340572 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3341445.500000 Penalty: 5246.795410
	Iteration 12Q: 3 clusters Score -3341446 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3342141.250000 Penalty: 5246.795410
	Iteration 13Q: 3 clusters Score -3342141 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3342566.500000 Penalty: 5246.795410
	Iteration 14Q: 3 clusters Score -3342566 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3342821.500000 Penalty: 5246.795410
	Iteration 15Q: 3 clusters Score -3342822 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3343005.500000 Penalty: 5246.795410
	Iteration 16Q: 3 clusters Score -3343006 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3343137.000000 Penalty: 5246.795410
	Iteration 17Q: 3 clusters Score -3343137 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3343269.250000 Penalty: 5246.795410
	Iteration 18Q: 3 clusters Score -3343269 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3343354.500000 Penalty: 5246.795410
	Iteration 19Q: 3 clusters Score -3343354 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3343468.500000 Penalty: 5246.795410
	Iteration 20F: 3 clusters Score -3343468 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3343539.750000 Penalty: 5246.795410
	Iteration 21Q: 3 clusters Score -3343540 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3343584.000000 Penalty: 5246.795410
	Iteration 22Q: 3 clusters Score -3343584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3343617.250000 Penalty: 5246.795410
	Iteration 23Q: 3 clusters Score -3343617 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3343657.750000 Penalty: 5246.795410
	Iteration 24Q: 3 clusters Score -3343658 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3343665.250000 Penalty: 5246.795410
	Iteration 25Q: 3 clusters Score -3343665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3343694.000000 Penalty: 5246.795410
	Iteration 26Q: 3 clusters Score -3343694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3343712.000000 Penalty: 5246.795410
	Iteration 27Q: 3 clusters Score -3343712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3343728.000000 Penalty: 5246.795410
	Iteration 28Q: 3 clusters Score -3343728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3343741.000000 Penalty: 5246.795410
	Iteration 29Q: 3 clusters Score -3343741 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3343754.250000 Penalty: 5246.795410
	Iteration 30Q: 3 clusters Score -3343754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -3343768.500000 Penalty: 5246.795410
	Iteration 31Q: 3 clusters Score -3343768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3343772.000000 Penalty: 5246.795410
	Iteration 32Q: 3 clusters Score -3343772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3343792.250000 Penalty: 5246.795410
	Iteration 33Q: 3 clusters Score -3343792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3343795.750000 Penalty: 5246.795410
	Iteration 34Q: 3 clusters Score -3343796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3343810.500000 Penalty: 5246.795410
	Iteration 35Q: 3 clusters Score -3343810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3343811.250000 Penalty: 5246.795410
	Iteration 36Q: 3 clusters Score -3343811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3343818.750000 Penalty: 5246.795410
	Iteration 37Q: 3 clusters Score -3343819 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3343833.000000 Penalty: 5246.795410
	Iteration 38Q: 3 clusters Score -3343833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3343844.250000 Penalty: 5246.795410
	Iteration 39Q: 3 clusters Score -3343844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3343851.250000 Penalty: 5246.795410
	Iteration 40F: 3 clusters Score -3343851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3343855.000000 Penalty: 5246.795410
	Iteration 41Q: 3 clusters Score -3343855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3343865.250000 Penalty: 5246.795410
	Iteration 42Q: 3 clusters Score -3343865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3343861.000000 Penalty: 5246.795410
	Iteration 43Q: 3 clusters Score -3343861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3343863.000000 Penalty: 5246.795410
	Iteration 44Q: 3 clusters Score -3343863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3343864.750000 Penalty: 5246.795410
	Iteration 45Q: 3 clusters Score -3343865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3343866.500000 Penalty: 5246.795410
	Iteration 46Q: 3 clusters Score -3343866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3343873.000000 Penalty: 5246.795410
	Iteration 47Q: 3 clusters Score -3343873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3343873.000000 Penalty: 5246.795410
	Iteration 48Q: 3 clusters Score -3343873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3343867.250000 Penalty: 5246.795410
	Iteration 49Q: 3 clusters Score -3343867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3343867.750000 Penalty: 5246.795410
	Iteration 50Q: 3 clusters Score -3343868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3343869.000000 Penalty: 5246.795410
	Iteration 51Q: 3 clusters Score -3343869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3343866.750000 Penalty: 5246.795410
	Iteration 52Q: 3 clusters Score -3343867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3343866.750000 Penalty: 5246.795410
	Iteration 53F: 3 clusters Score -3343867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 34963 members 
Mstep: Class 21 contains 7844 members 
Mstep: Class 22 contains 97500 members 
Mstep: Class 23 contains 1363 members 
Mstep: Class 24 contains 14168 members 
Mstep: Class 25 contains 16301 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 38663 members 
Mstep: Class 28 contains 4307 members 
Entering Unmasked Estep 
Score: -112932744.000000 Penalty: 97919.085938
Splitting cluster 20 changes total score from -112904560.000000 to -112932744.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 37467 members 
Mstep: Class 3 contains 17236 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 6 contains 417636 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 5787 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 414886 members 
Mstep: Class 18 contains 7127 members 
Mstep: Class 19 contains 10509 members 
Mstep: Class 20 contains 34963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112942768.000000 Penalty: 97919.085938
Iteration 39Q: 29 clusters Score -1.129428e+08 nChanged 15866
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 37729 members 
Mstep: Class 3 contains 17170 members 
Mstep: Class 4 contains 15253 members 
Mstep: Class 5 contains 13860 members 
Mstep: Class 6 contains 417693 members 
Mstep: Class 7 contains 5667 members 
Mstep: Class 8 contains 76292 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 34383 members 
Mstep: Class 12 contains 21039 members 
Mstep: Class 13 contains 6023 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 1006 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 414522 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 34738 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 98287 members 
Mstep: Class 23 contains 1292 members 
Mstep: Class 24 contains 13933 members 
Mstep: Class 25 contains 15966 members 
Mstep: Class 26 contains 4782 members 
Mstep: Class 27 contains 37366 members 
Mstep: Class 28 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112950144.000000 Penalty: 97919.085938
Iteration 40F: 29 clusters Score -1.129501e+08 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 37430 members 
Mstep: Class 3 contains 17022 members 
Mstep: Class 4 contains 15596 members 
Mstep: Class 5 contains 14119 members 
Mstep: Class 6 contains 417496 members 
Mstep: Class 7 contains 5517 members 
Mstep: Class 8 contains 76147 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 34205 members 
Mstep: Class 12 contains 20818 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 1049 members 
Mstep: Class 16 contains 5209 members 
Mstep: Class 17 contains 414170 members 
Mstep: Class 18 contains 7461 members 
Mstep: Class 19 contains 10406 members 
Mstep: Class 20 contains 34460 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 98694 members 
Mstep: Class 23 contains 1260 members 
Mstep: Class 24 contains 14262 members 
Mstep: Class 25 contains 15877 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 37313 members 
Mstep: Class 28 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112953320.000000 Penalty: 97919.085938
Iteration 41Q: 29 clusters Score -1.129533e+08 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 37221 members 
Mstep: Class 3 contains 16869 members 
Mstep: Class 4 contains 15823 members 
Mstep: Class 5 contains 14320 members 
Mstep: Class 6 contains 417271 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 76054 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 34157 members 
Mstep: Class 12 contains 20595 members 
Mstep: Class 13 contains 5946 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 1068 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 414065 members 
Mstep: Class 18 contains 7609 members 
Mstep: Class 19 contains 10285 members 
Mstep: Class 20 contains 34402 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 98938 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 14432 members 
Mstep: Class 25 contains 15769 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 37120 members 
Mstep: Class 28 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112954984.000000 Penalty: 97919.085938
Iteration 42Q: 29 clusters Score -1.12955e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 37022 members 
Mstep: Class 3 contains 16754 members 
Mstep: Class 4 contains 16031 members 
Mstep: Class 5 contains 14528 members 
Mstep: Class 6 contains 417095 members 
Mstep: Class 7 contains 5418 members 
Mstep: Class 8 contains 75975 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 34145 members 
Mstep: Class 12 contains 20373 members 
Mstep: Class 13 contains 5942 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 413960 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 10188 members 
Mstep: Class 20 contains 34423 members 
Mstep: Class 21 contains 7957 members 
Mstep: Class 22 contains 99110 members 
Mstep: Class 23 contains 1187 members 
Mstep: Class 24 contains 14542 members 
Mstep: Class 25 contains 15669 members 
Mstep: Class 26 contains 6271 members 
Mstep: Class 27 contains 36925 members 
Mstep: Class 28 contains 4558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112956160.000000 Penalty: 97919.085938
Iteration 43Q: 29 clusters Score -1.129562e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 16652 members 
Mstep: Class 4 contains 16194 members 
Mstep: Class 5 contains 14689 members 
Mstep: Class 6 contains 416928 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 75931 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 34145 members 
Mstep: Class 12 contains 20178 members 
Mstep: Class 13 contains 5948 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 413971 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 10136 members 
Mstep: Class 20 contains 34434 members 
Mstep: Class 21 contains 8049 members 
Mstep: Class 22 contains 99215 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 14637 members 
Mstep: Class 25 contains 15565 members 
Mstep: Class 26 contains 6524 members 
Mstep: Class 27 contains 36701 members 
Mstep: Class 28 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112956664.000000 Penalty: 97919.085938
Iteration 44Q: 29 clusters Score -1.129567e+08 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 36695 members 
Mstep: Class 3 contains 16578 members 
Mstep: Class 4 contains 16311 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 416822 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 75922 members 
Mstep: Class 9 contains 8301 members 
Mstep: Class 10 contains 5902 members 
Mstep: Class 11 contains 34154 members 
Mstep: Class 12 contains 19967 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 414008 members 
Mstep: Class 18 contains 7924 members 
Mstep: Class 19 contains 10084 members 
Mstep: Class 20 contains 34483 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 99282 members 
Mstep: Class 23 contains 1158 members 
Mstep: Class 24 contains 14720 members 
Mstep: Class 25 contains 15476 members 
Mstep: Class 26 contains 6743 members 
Mstep: Class 27 contains 36503 members 
Mstep: Class 28 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112956952.000000 Penalty: 97919.085938
Iteration 45Q: 29 clusters Score -1.12957e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 36550 members 
Mstep: Class 3 contains 16526 members 
Mstep: Class 4 contains 16419 members 
Mstep: Class 5 contains 14928 members 
Mstep: Class 6 contains 416694 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 75917 members 
Mstep: Class 9 contains 8317 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 34155 members 
Mstep: Class 12 contains 19769 members 
Mstep: Class 13 contains 5958 members 
Mstep: Class 14 contains 5217 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 414063 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 10060 members 
Mstep: Class 20 contains 34527 members 
Mstep: Class 21 contains 8243 members 
Mstep: Class 22 contains 99313 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 14791 members 
Mstep: Class 25 contains 15400 members 
Mstep: Class 26 contains 6908 members 
Mstep: Class 27 contains 36355 members 
Mstep: Class 28 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112957352.000000 Penalty: 97919.085938
Iteration 46Q: 29 clusters Score -1.129574e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 36405 members 
Mstep: Class 3 contains 16487 members 
Mstep: Class 4 contains 16516 members 
Mstep: Class 5 contains 15022 members 
Mstep: Class 6 contains 416612 members 
Mstep: Class 7 contains 5327 members 
Mstep: Class 8 contains 75911 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 34169 members 
Mstep: Class 12 contains 19593 members 
Mstep: Class 13 contains 5960 members 
Mstep: Class 14 contains 5268 members 
Mstep: Class 15 contains 1167 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 414098 members 
Mstep: Class 18 contains 8036 members 
Mstep: Class 19 contains 10021 members 
Mstep: Class 20 contains 34556 members 
Mstep: Class 21 contains 8328 members 
Mstep: Class 22 contains 99332 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 14853 members 
Mstep: Class 25 contains 15336 members 
Mstep: Class 26 contains 7054 members 
Mstep: Class 27 contains 36231 members 
Mstep: Class 28 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112957432.000000 Penalty: 97919.085938
Iteration 47Q: 29 clusters Score -1.129574e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 36251 members 
Mstep: Class 3 contains 16464 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 15102 members 
Mstep: Class 6 contains 416546 members 
Mstep: Class 7 contains 5311 members 
Mstep: Class 8 contains 75913 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 34173 members 
Mstep: Class 12 contains 19432 members 
Mstep: Class 13 contains 5961 members 
Mstep: Class 14 contains 5321 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 414141 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 34598 members 
Mstep: Class 21 contains 8409 members 
Mstep: Class 22 contains 99349 members 
Mstep: Class 23 contains 1144 members 
Mstep: Class 24 contains 14886 members 
Mstep: Class 25 contains 15282 members 
Mstep: Class 26 contains 7171 members 
Mstep: Class 27 contains 36129 members 
Mstep: Class 28 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112957496.000000 Penalty: 97919.085938
Iteration 48Q: 29 clusters Score -1.129575e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 36078 members 
Mstep: Class 3 contains 16444 members 
Mstep: Class 4 contains 16688 members 
Mstep: Class 5 contains 15177 members 
Mstep: Class 6 contains 416514 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 8 contains 75917 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 11 contains 34178 members 
Mstep: Class 12 contains 19269 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 5368 members 
Mstep: Class 15 contains 1207 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 414166 members 
Mstep: Class 18 contains 8100 members 
Mstep: Class 19 contains 9971 members 
Mstep: Class 20 contains 34661 members 
Mstep: Class 21 contains 8476 members 
Mstep: Class 22 contains 99372 members 
Mstep: Class 23 contains 1142 members 
Mstep: Class 24 contains 14898 members 
Mstep: Class 25 contains 15229 members 
Mstep: Class 26 contains 7274 members 
Mstep: Class 27 contains 36040 members 
Mstep: Class 28 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112957672.000000 Penalty: 97919.085938
Iteration 49Q: 29 clusters Score -1.129577e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 35953 members 
Mstep: Class 3 contains 16428 members 
Mstep: Class 4 contains 16789 members 
Mstep: Class 5 contains 15223 members 
Mstep: Class 6 contains 416474 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 8 contains 75905 members 
Mstep: Class 9 contains 8349 members 
Mstep: Class 10 contains 6009 members 
Mstep: Class 11 contains 34179 members 
Mstep: Class 12 contains 19124 members 
Mstep: Class 13 contains 5968 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 414179 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 9943 members 
Mstep: Class 20 contains 34687 members 
Mstep: Class 21 contains 8538 members 
Mstep: Class 22 contains 99387 members 
Mstep: Class 23 contains 1141 members 
Mstep: Class 24 contains 14926 members 
Mstep: Class 25 contains 15184 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 35988 members 
Mstep: Class 28 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112957632.000000 Penalty: 97919.085938
Iteration 50Q: 29 clusters Score -1.129576e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 35844 members 
Mstep: Class 3 contains 16417 members 
Mstep: Class 4 contains 16871 members 
Mstep: Class 5 contains 15272 members 
Mstep: Class 6 contains 416438 members 
Mstep: Class 7 contains 5321 members 
Mstep: Class 8 contains 75900 members 
Mstep: Class 9 contains 8357 members 
Mstep: Class 10 contains 6020 members 
Mstep: Class 11 contains 34194 members 
Mstep: Class 12 contains 18987 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 5464 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 414200 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 9943 members 
Mstep: Class 20 contains 34689 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 99411 members 
Mstep: Class 23 contains 1140 members 
Mstep: Class 24 contains 14932 members 
Mstep: Class 25 contains 15140 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 35927 members 
Mstep: Class 28 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112957936.000000 Penalty: 97919.085938
Iteration 51Q: 29 clusters Score -1.129579e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 35740 members 
Mstep: Class 3 contains 16408 members 
Mstep: Class 4 contains 16967 members 
Mstep: Class 5 contains 15323 members 
Mstep: Class 6 contains 416425 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 8 contains 75902 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 6024 members 
Mstep: Class 11 contains 34197 members 
Mstep: Class 12 contains 18871 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 5509 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 414195 members 
Mstep: Class 18 contains 8146 members 
Mstep: Class 19 contains 9945 members 
Mstep: Class 20 contains 34669 members 
Mstep: Class 21 contains 8649 members 
Mstep: Class 22 contains 99422 members 
Mstep: Class 23 contains 1138 members 
Mstep: Class 24 contains 14950 members 
Mstep: Class 25 contains 15099 members 
Mstep: Class 26 contains 7470 members 
Mstep: Class 27 contains 35869 members 
Mstep: Class 28 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112958248.000000 Penalty: 97919.085938
Iteration 52Q: 29 clusters Score -1.129582e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 35635 members 
Mstep: Class 3 contains 16400 members 
Mstep: Class 4 contains 17066 members 
Mstep: Class 5 contains 15364 members 
Mstep: Class 6 contains 416398 members 
Mstep: Class 7 contains 5326 members 
Mstep: Class 8 contains 75902 members 
Mstep: Class 9 contains 8386 members 
Mstep: Class 10 contains 6031 members 
Mstep: Class 11 contains 34191 members 
Mstep: Class 12 contains 18769 members 
Mstep: Class 13 contains 5975 members 
Mstep: Class 14 contains 5556 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 414206 members 
Mstep: Class 18 contains 8162 members 
Mstep: Class 19 contains 9938 members 
Mstep: Class 20 contains 34663 members 
Mstep: Class 21 contains 8704 members 
Mstep: Class 22 contains 99420 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 14961 members 
Mstep: Class 25 contains 15039 members 
Mstep: Class 26 contains 7524 members 
Mstep: Class 27 contains 35828 members 
Mstep: Class 28 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112958232.000000 Penalty: 97919.085938
Iteration 53Q: 29 clusters Score -1.129582e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 35531 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 17165 members 
Mstep: Class 5 contains 15387 members 
Mstep: Class 6 contains 416386 members 
Mstep: Class 7 contains 5321 members 
Mstep: Class 8 contains 75895 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 34180 members 
Mstep: Class 12 contains 18676 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 5603 members 
Mstep: Class 15 contains 1333 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 414227 members 
Mstep: Class 18 contains 8176 members 
Mstep: Class 19 contains 9922 members 
Mstep: Class 20 contains 34638 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 99421 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 14992 members 
Mstep: Class 25 contains 14975 members 
Mstep: Class 26 contains 7578 members 
Mstep: Class 27 contains 35804 members 
Mstep: Class 28 contains 4312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112958464.000000 Penalty: 97919.085938
Iteration 54Q: 29 clusters Score -1.129585e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 35443 members 
Mstep: Class 3 contains 16371 members 
Mstep: Class 4 contains 17259 members 
Mstep: Class 5 contains 15409 members 
Mstep: Class 6 contains 416364 members 
Mstep: Class 7 contains 5327 members 
Mstep: Class 8 contains 75885 members 
Mstep: Class 9 contains 8439 members 
Mstep: Class 10 contains 6038 members 
Mstep: Class 11 contains 34168 members 
Mstep: Class 12 contains 18590 members 
Mstep: Class 13 contains 5974 members 
Mstep: Class 14 contains 5641 members 
Mstep: Class 15 contains 1383 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 414254 members 
Mstep: Class 18 contains 8191 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 34594 members 
Mstep: Class 21 contains 8786 members 
Mstep: Class 22 contains 99408 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 15010 members 
Mstep: Class 25 contains 14914 members 
Mstep: Class 26 contains 7619 members 
Mstep: Class 27 contains 35793 members 
Mstep: Class 28 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112958664.000000 Penalty: 97919.085938
Iteration 55Q: 29 clusters Score -1.129587e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 35346 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 17401 members 
Mstep: Class 5 contains 15425 members 
Mstep: Class 6 contains 416359 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 75877 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 34150 members 
Mstep: Class 12 contains 18507 members 
Mstep: Class 13 contains 5968 members 
Mstep: Class 14 contains 5687 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 414284 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 9917 members 
Mstep: Class 20 contains 34532 members 
Mstep: Class 21 contains 8816 members 
Mstep: Class 22 contains 99406 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 15029 members 
Mstep: Class 25 contains 14854 members 
Mstep: Class 26 contains 7665 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112958896.000000 Penalty: 97919.085938
Iteration 56Q: 29 clusters Score -1.129589e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 35224 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 17525 members 
Mstep: Class 5 contains 15447 members 
Mstep: Class 6 contains 416347 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 75871 members 
Mstep: Class 9 contains 8500 members 
Mstep: Class 10 contains 6039 members 
Mstep: Class 11 contains 34140 members 
Mstep: Class 12 contains 18426 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 5747 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 414294 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 34474 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 99385 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 15043 members 
Mstep: Class 25 contains 14792 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 35763 members 
Mstep: Class 28 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112959136.000000 Penalty: 97919.085938
Iteration 57Q: 29 clusters Score -1.129591e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 16363 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 15459 members 
Mstep: Class 6 contains 416345 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 75872 members 
Mstep: Class 9 contains 8557 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 34128 members 
Mstep: Class 12 contains 18336 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 5826 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 414326 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 9930 members 
Mstep: Class 20 contains 34401 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 99358 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 15027 members 
Mstep: Class 25 contains 14744 members 
Mstep: Class 26 contains 7765 members 
Mstep: Class 27 contains 35767 members 
Mstep: Class 28 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112959488.000000 Penalty: 97919.085938
Iteration 58Q: 29 clusters Score -1.129595e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 35003 members 
Mstep: Class 3 contains 16364 members 
Mstep: Class 4 contains 17782 members 
Mstep: Class 5 contains 15483 members 
Mstep: Class 6 contains 416345 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 8 contains 75853 members 
Mstep: Class 9 contains 8620 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 34126 members 
Mstep: Class 12 contains 18245 members 
Mstep: Class 13 contains 5963 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 414341 members 
Mstep: Class 18 contains 8208 members 
Mstep: Class 19 contains 9929 members 
Mstep: Class 20 contains 34342 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 99330 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 15018 members 
Mstep: Class 25 contains 14702 members 
Mstep: Class 26 contains 7806 members 
Mstep: Class 27 contains 35761 members 
Mstep: Class 28 contains 4120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112959688.000000 Penalty: 97919.085938
Iteration 59Q: 29 clusters Score -1.129597e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 34896 members 
Mstep: Class 3 contains 16361 members 
Mstep: Class 4 contains 17858 members 
Mstep: Class 5 contains 15506 members 
Mstep: Class 6 contains 416343 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 8 contains 75827 members 
Mstep: Class 9 contains 8680 members 
Mstep: Class 10 contains 6056 members 
Mstep: Class 11 contains 34129 members 
Mstep: Class 12 contains 18157 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 414391 members 
Mstep: Class 18 contains 8204 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 34313 members 
Mstep: Class 21 contains 8946 members 
Mstep: Class 22 contains 99315 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 15012 members 
Mstep: Class 25 contains 14654 members 
Mstep: Class 26 contains 7834 members 
Mstep: Class 27 contains 35748 members 
Mstep: Class 28 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112959800.000000 Penalty: 97919.085938
Iteration 60F: 29 clusters Score -1.129598e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 34788 members 
Mstep: Class 3 contains 16358 members 
Mstep: Class 4 contains 17935 members 
Mstep: Class 5 contains 15523 members 
Mstep: Class 6 contains 416346 members 
Mstep: Class 7 contains 5229 members 
Mstep: Class 8 contains 75791 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 6062 members 
Mstep: Class 11 contains 34137 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 5965 members 
Mstep: Class 14 contains 6038 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 414448 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 34272 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 99280 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14989 members 
Mstep: Class 25 contains 14575 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 35728 members 
Mstep: Class 28 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112959928.000000 Penalty: 97919.085938
Iteration 61Q: 29 clusters Score -1.129599e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 34664 members 
Mstep: Class 3 contains 16356 members 
Mstep: Class 4 contains 18014 members 
Mstep: Class 5 contains 15555 members 
Mstep: Class 6 contains 416344 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 75740 members 
Mstep: Class 9 contains 8822 members 
Mstep: Class 10 contains 6072 members 
Mstep: Class 11 contains 34133 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 414486 members 
Mstep: Class 18 contains 8209 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 34263 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 22 contains 99262 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14948 members 
Mstep: Class 25 contains 14505 members 
Mstep: Class 26 contains 7896 members 
Mstep: Class 27 contains 35704 members 
Mstep: Class 28 contains 4008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112960384.000000 Penalty: 97919.085938
Iteration 62Q: 29 clusters Score -1.129604e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 34530 members 
Mstep: Class 3 contains 16354 members 
Mstep: Class 4 contains 18092 members 
Mstep: Class 5 contains 15583 members 
Mstep: Class 6 contains 416348 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 75691 members 
Mstep: Class 9 contains 8874 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 34121 members 
Mstep: Class 12 contains 17886 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 6191 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 414544 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 9904 members 
Mstep: Class 20 contains 34269 members 
Mstep: Class 21 contains 9012 members 
Mstep: Class 22 contains 99259 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14877 members 
Mstep: Class 25 contains 14435 members 
Mstep: Class 26 contains 7920 members 
Mstep: Class 27 contains 35679 members 
Mstep: Class 28 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112960608.000000 Penalty: 97919.085938
Iteration 63Q: 29 clusters Score -1.129606e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 34374 members 
Mstep: Class 3 contains 16348 members 
Mstep: Class 4 contains 18164 members 
Mstep: Class 5 contains 15612 members 
Mstep: Class 6 contains 416342 members 
Mstep: Class 7 contains 5319 members 
Mstep: Class 8 contains 75664 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 34108 members 
Mstep: Class 12 contains 17778 members 
Mstep: Class 13 contains 5970 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 414589 members 
Mstep: Class 18 contains 8216 members 
Mstep: Class 19 contains 9918 members 
Mstep: Class 20 contains 34282 members 
Mstep: Class 21 contains 9032 members 
Mstep: Class 22 contains 99258 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14798 members 
Mstep: Class 25 contains 14367 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 35658 members 
Mstep: Class 28 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112961248.000000 Penalty: 97919.085938
Iteration 64Q: 29 clusters Score -1.129612e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 34215 members 
Mstep: Class 3 contains 16342 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 15633 members 
Mstep: Class 6 contains 416326 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 75631 members 
Mstep: Class 9 contains 8953 members 
Mstep: Class 10 contains 6114 members 
Mstep: Class 11 contains 34103 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 5967 members 
Mstep: Class 14 contains 6402 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 414658 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 9928 members 
Mstep: Class 20 contains 34304 members 
Mstep: Class 21 contains 9055 members 
Mstep: Class 22 contains 99243 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14691 members 
Mstep: Class 25 contains 14297 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 35646 members 
Mstep: Class 28 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112961568.000000 Penalty: 97919.085938
Iteration 65Q: 29 clusters Score -1.129616e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 34013 members 
Mstep: Class 3 contains 16331 members 
Mstep: Class 4 contains 18266 members 
Mstep: Class 5 contains 15655 members 
Mstep: Class 6 contains 416308 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 75591 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 6129 members 
Mstep: Class 11 contains 34101 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 5968 members 
Mstep: Class 14 contains 6533 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 414746 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 9925 members 
Mstep: Class 20 contains 34344 members 
Mstep: Class 21 contains 9074 members 
Mstep: Class 22 contains 99222 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14601 members 
Mstep: Class 25 contains 14247 members 
Mstep: Class 26 contains 7949 members 
Mstep: Class 27 contains 35637 members 
Mstep: Class 28 contains 3894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962112.000000 Penalty: 97919.085938
Iteration 66Q: 29 clusters Score -1.129621e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 33766 members 
Mstep: Class 3 contains 16321 members 
Mstep: Class 4 contains 18311 members 
Mstep: Class 5 contains 15676 members 
Mstep: Class 6 contains 416291 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 8 contains 75560 members 
Mstep: Class 9 contains 9044 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 34073 members 
Mstep: Class 12 contains 17455 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 414815 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 34395 members 
Mstep: Class 21 contains 9089 members 
Mstep: Class 22 contains 99231 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14572 members 
Mstep: Class 25 contains 14192 members 
Mstep: Class 26 contains 7956 members 
Mstep: Class 27 contains 35634 members 
Mstep: Class 28 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962776.000000 Penalty: 97919.085938
Iteration 67Q: 29 clusters Score -1.129628e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 33533 members 
Mstep: Class 3 contains 16318 members 
Mstep: Class 4 contains 18354 members 
Mstep: Class 5 contains 15694 members 
Mstep: Class 6 contains 416284 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 75551 members 
Mstep: Class 9 contains 9055 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 34056 members 
Mstep: Class 12 contains 17369 members 
Mstep: Class 13 contains 5975 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 5199 members 
Mstep: Class 17 contains 414897 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 34434 members 
Mstep: Class 21 contains 9101 members 
Mstep: Class 22 contains 99248 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14542 members 
Mstep: Class 25 contains 14141 members 
Mstep: Class 26 contains 7957 members 
Mstep: Class 27 contains 35619 members 
Mstep: Class 28 contains 3859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962784.000000 Penalty: 97919.085938
Iteration 68Q: 29 clusters Score -1.129628e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 33303 members 
Mstep: Class 3 contains 16310 members 
Mstep: Class 4 contains 18398 members 
Mstep: Class 5 contains 15714 members 
Mstep: Class 6 contains 416283 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 75542 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 34037 members 
Mstep: Class 12 contains 17283 members 
Mstep: Class 13 contains 5978 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 414968 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 34475 members 
Mstep: Class 21 contains 9110 members 
Mstep: Class 22 contains 99253 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14541 members 
Mstep: Class 25 contains 14098 members 
Mstep: Class 26 contains 7969 members 
Mstep: Class 27 contains 35615 members 
Mstep: Class 28 contains 3843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962984.000000 Penalty: 97919.085938
Iteration 69Q: 29 clusters Score -1.12963e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 33077 members 
Mstep: Class 3 contains 16303 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 15735 members 
Mstep: Class 6 contains 416289 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 75527 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 34018 members 
Mstep: Class 12 contains 17218 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 6760 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 5207 members 
Mstep: Class 17 contains 415021 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 34491 members 
Mstep: Class 21 contains 9119 members 
Mstep: Class 22 contains 99243 members 
Mstep: Class 23 contains 1135 members 
Mstep: Class 24 contains 14567 members 
Mstep: Class 25 contains 14060 members 
Mstep: Class 26 contains 7978 members 
Mstep: Class 27 contains 35599 members 
Mstep: Class 28 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962952.000000 Penalty: 97919.085938
Iteration 70Q: 29 clusters Score -1.12963e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 32862 members 
Mstep: Class 3 contains 16295 members 
Mstep: Class 4 contains 18480 members 
Mstep: Class 5 contains 15770 members 
Mstep: Class 6 contains 416304 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 75513 members 
Mstep: Class 9 contains 9142 members 
Mstep: Class 10 contains 6205 members 
Mstep: Class 11 contains 33995 members 
Mstep: Class 12 contains 17163 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 6769 members 
Mstep: Class 15 contains 2751 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 415064 members 
Mstep: Class 18 contains 8223 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 34498 members 
Mstep: Class 21 contains 9125 members 
Mstep: Class 22 contains 99242 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 14585 members 
Mstep: Class 25 contains 14031 members 
Mstep: Class 26 contains 7991 members 
Mstep: Class 27 contains 35597 members 
Mstep: Class 28 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962960.000000 Penalty: 97919.085938
Iteration 71Q: 29 clusters Score -1.12963e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 32618 members 
Mstep: Class 3 contains 16293 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 15804 members 
Mstep: Class 6 contains 416339 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 75504 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 6214 members 
Mstep: Class 11 contains 33977 members 
Mstep: Class 12 contains 17103 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 6775 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 415098 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 9913 members 
Mstep: Class 20 contains 34521 members 
Mstep: Class 21 contains 9127 members 
Mstep: Class 22 contains 99231 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 14632 members 
Mstep: Class 25 contains 13997 members 
Mstep: Class 26 contains 7997 members 
Mstep: Class 27 contains 35595 members 
Mstep: Class 28 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962856.000000 Penalty: 97919.085938
Iteration 72Q: 29 clusters Score -1.129629e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 32383 members 
Mstep: Class 3 contains 16290 members 
Mstep: Class 4 contains 18536 members 
Mstep: Class 5 contains 15833 members 
Mstep: Class 6 contains 416364 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 75490 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 33967 members 
Mstep: Class 12 contains 17052 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 415135 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 34545 members 
Mstep: Class 21 contains 9127 members 
Mstep: Class 22 contains 99224 members 
Mstep: Class 23 contains 1136 members 
Mstep: Class 24 contains 14703 members 
Mstep: Class 25 contains 13969 members 
Mstep: Class 26 contains 8006 members 
Mstep: Class 27 contains 35595 members 
Mstep: Class 28 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962912.000000 Penalty: 97919.085938
Iteration 73Q: 29 clusters Score -1.129629e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 32148 members 
Mstep: Class 3 contains 16285 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 15855 members 
Mstep: Class 6 contains 416359 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 75472 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 6228 members 
Mstep: Class 11 contains 33954 members 
Mstep: Class 12 contains 16988 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 415193 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 9901 members 
Mstep: Class 20 contains 34583 members 
Mstep: Class 21 contains 9127 members 
Mstep: Class 22 contains 99217 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 14830 members 
Mstep: Class 25 contains 13950 members 
Mstep: Class 26 contains 8009 members 
Mstep: Class 27 contains 35588 members 
Mstep: Class 28 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112963104.000000 Penalty: 97919.085938
Iteration 74Q: 29 clusters Score -1.129631e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 31892 members 
Mstep: Class 3 contains 16284 members 
Mstep: Class 4 contains 18581 members 
Mstep: Class 5 contains 15882 members 
Mstep: Class 6 contains 416365 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 75453 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 6235 members 
Mstep: Class 11 contains 33950 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 2936 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 415221 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 9893 members 
Mstep: Class 20 contains 34610 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 99214 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 14960 members 
Mstep: Class 25 contains 13940 members 
Mstep: Class 26 contains 8012 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 3814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112963176.000000 Penalty: 97919.085938
Iteration 75Q: 29 clusters Score -1.129632e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 31627 members 
Mstep: Class 3 contains 16282 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 5 contains 15901 members 
Mstep: Class 6 contains 416389 members 
Mstep: Class 7 contains 5431 members 
Mstep: Class 8 contains 75443 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 33951 members 
Mstep: Class 12 contains 16897 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 2957 members 
Mstep: Class 16 contains 5276 members 
Mstep: Class 17 contains 415257 members 
Mstep: Class 18 contains 8217 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 34629 members 
Mstep: Class 21 contains 9130 members 
Mstep: Class 22 contains 99215 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15067 members 
Mstep: Class 25 contains 13937 members 
Mstep: Class 26 contains 8016 members 
Mstep: Class 27 contains 35586 members 
Mstep: Class 28 contains 3813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112963080.000000 Penalty: 97919.085938
Iteration 76Q: 29 clusters Score -1.129631e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 31369 members 
Mstep: Class 3 contains 16283 members 
Mstep: Class 4 contains 18608 members 
Mstep: Class 5 contains 15919 members 
Mstep: Class 6 contains 416410 members 
Mstep: Class 7 contains 5427 members 
Mstep: Class 8 contains 75433 members 
Mstep: Class 9 contains 9254 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 33946 members 
Mstep: Class 12 contains 16860 members 
Mstep: Class 13 contains 5988 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 5288 members 
Mstep: Class 17 contains 415279 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 9879 members 
Mstep: Class 20 contains 34641 members 
Mstep: Class 21 contains 9138 members 
Mstep: Class 22 contains 99234 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15203 members 
Mstep: Class 25 contains 13937 members 
Mstep: Class 26 contains 8024 members 
Mstep: Class 27 contains 35588 members 
Mstep: Class 28 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112963016.000000 Penalty: 97919.085938
Iteration 77Q: 29 clusters Score -1.12963e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 31140 members 
Mstep: Class 3 contains 16284 members 
Mstep: Class 4 contains 18629 members 
Mstep: Class 5 contains 15940 members 
Mstep: Class 6 contains 416417 members 
Mstep: Class 7 contains 5428 members 
Mstep: Class 8 contains 75425 members 
Mstep: Class 9 contains 9258 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 33936 members 
Mstep: Class 12 contains 16804 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 6828 members 
Mstep: Class 15 contains 2975 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 415289 members 
Mstep: Class 18 contains 8220 members 
Mstep: Class 19 contains 9878 members 
Mstep: Class 20 contains 34670 members 
Mstep: Class 21 contains 9142 members 
Mstep: Class 22 contains 99234 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15339 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 35592 members 
Mstep: Class 28 contains 3809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112963088.000000 Penalty: 97919.085938
Iteration 78Q: 29 clusters Score -1.129631e+08 nChanged 649
Entering ConstructFrom: 
Score: -112963088.000000 Penalty: 97919.085938
Entering ConstructFrom: 
Trying to split cluster 1 (9855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Entering Unmasked Estep 
Score: -788081.687500 Penalty: 2280.541992
	Iteration 0F: 2 clusters Score -788081.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -780548.000000 Penalty: 4561.083984
	Iteration 0F: 3 clusters Score -780548 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -782880.375000 Penalty: 4561.083984
	Iteration 1F: 3 clusters Score -782880.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -783293.500000 Penalty: 4561.083984
	Iteration 2F: 3 clusters Score -783293.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -783710.312500 Penalty: 4561.083984
	Iteration 3F: 3 clusters Score -783710.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -784250.750000 Penalty: 4561.083984
	Iteration 4F: 3 clusters Score -784250.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -784905.375000 Penalty: 4561.083984
	Iteration 5F: 3 clusters Score -784905.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -785601.437500 Penalty: 4561.083984
	Iteration 6F: 3 clusters Score -785601.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -786325.187500 Penalty: 4561.083984
	Iteration 7F: 3 clusters Score -786325.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -787061.000000 Penalty: 4561.083984
	Iteration 8F: 3 clusters Score -787061 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -787582.437500 Penalty: 4561.083984
	Iteration 9F: 3 clusters Score -787582.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -787847.187500 Penalty: 4561.083984
	Iteration 10Q: 3 clusters Score -787847.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -787992.125000 Penalty: 4561.083984
	Iteration 11Q: 3 clusters Score -787992.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -788080.750000 Penalty: 4561.083984
	Iteration 12Q: 3 clusters Score -788080.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -788133.125000 Penalty: 4561.083984
	Iteration 13Q: 3 clusters Score -788133.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -788166.937500 Penalty: 4561.083984
	Iteration 14Q: 3 clusters Score -788166.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -788184.250000 Penalty: 4561.083984
	Iteration 15Q: 3 clusters Score -788184.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -788194.125000 Penalty: 4561.083984
	Iteration 16Q: 3 clusters Score -788194.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -788202.687500 Penalty: 4561.083984
	Iteration 17Q: 3 clusters Score -788202.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -788206.875000 Penalty: 4561.083984
	Iteration 18Q: 3 clusters Score -788206.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -788210.500000 Penalty: 4561.083984
	Iteration 19Q: 3 clusters Score -788210.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -788213.500000 Penalty: 4561.083984
	Iteration 20F: 3 clusters Score -788213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -788214.000000 Penalty: 4561.083984
	Iteration 21Q: 3 clusters Score -788214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -788212.687500 Penalty: 4561.083984
	Iteration 22Q: 3 clusters Score -788212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -788214.750000 Penalty: 4561.083984
	Iteration 23Q: 3 clusters Score -788214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -788215.250000 Penalty: 4561.083984
	Iteration 24Q: 3 clusters Score -788215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -788215.250000 Penalty: 4561.083984
	Iteration 25F: 3 clusters Score -788215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 415315 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 34701 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 5371 members 
Entering Unmasked Estep 
Score: -112961792.000000 Penalty: 101416.195312
Splitting cluster 1 changes total score from -112963088.000000 to -112961792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (30899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Entering Unmasked Estep 
Score: -2455525.000000 Penalty: 2563.942871
	Iteration 0F: 2 clusters Score -2455525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2434419.250000 Penalty: 5127.885742
	Iteration 0F: 3 clusters Score -2434419 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2442622.500000 Penalty: 5127.885742
	Iteration 1F: 3 clusters Score -2442622 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2443773.000000 Penalty: 5127.885742
	Iteration 2F: 3 clusters Score -2443773 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2445029.000000 Penalty: 5127.885742
	Iteration 3F: 3 clusters Score -2445029 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2446457.750000 Penalty: 5127.885742
	Iteration 4F: 3 clusters Score -2446458 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2447702.500000 Penalty: 5127.885742
	Iteration 5F: 3 clusters Score -2447702 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2448845.500000 Penalty: 5127.885742
	Iteration 6F: 3 clusters Score -2448846 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2449898.500000 Penalty: 5127.885742
	Iteration 7F: 3 clusters Score -2449898 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2450718.750000 Penalty: 5127.885742
	Iteration 8Q: 3 clusters Score -2450719 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2451289.250000 Penalty: 5127.885742
	Iteration 9Q: 3 clusters Score -2451289 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2451754.000000 Penalty: 5127.885742
	Iteration 10Q: 3 clusters Score -2451754 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2452160.250000 Penalty: 5127.885742
	Iteration 11Q: 3 clusters Score -2452160 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2452503.000000 Penalty: 5127.885742
	Iteration 12Q: 3 clusters Score -2452503 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2452749.000000 Penalty: 5127.885742
	Iteration 13Q: 3 clusters Score -2452749 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2453005.750000 Penalty: 5127.885742
	Iteration 14Q: 3 clusters Score -2453006 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2453255.000000 Penalty: 5127.885742
	Iteration 15Q: 3 clusters Score -2453255 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2453449.000000 Penalty: 5127.885742
	Iteration 16Q: 3 clusters Score -2453449 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2453618.250000 Penalty: 5127.885742
	Iteration 17Q: 3 clusters Score -2453618 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2453783.000000 Penalty: 5127.885742
	Iteration 18Q: 3 clusters Score -2453783 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2453933.250000 Penalty: 5127.885742
	Iteration 19Q: 3 clusters Score -2453933 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2454043.500000 Penalty: 5127.885742
	Iteration 20F: 3 clusters Score -2454044 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2454127.000000 Penalty: 5127.885742
	Iteration 21Q: 3 clusters Score -2454127 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2454178.000000 Penalty: 5127.885742
	Iteration 22Q: 3 clusters Score -2454178 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2454213.250000 Penalty: 5127.885742
	Iteration 23Q: 3 clusters Score -2454213 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2454230.750000 Penalty: 5127.885742
	Iteration 24Q: 3 clusters Score -2454231 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2454261.750000 Penalty: 5127.885742
	Iteration 25Q: 3 clusters Score -2454262 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2454282.500000 Penalty: 5127.885742
	Iteration 26Q: 3 clusters Score -2454282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2454311.500000 Penalty: 5127.885742
	Iteration 27Q: 3 clusters Score -2454312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2454301.000000 Penalty: 5127.885742
	Iteration 28Q: 3 clusters Score -2454301 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2454316.000000 Penalty: 5127.885742
	Iteration 29Q: 3 clusters Score -2454316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2454315.250000 Penalty: 5127.885742
	Iteration 30Q: 3 clusters Score -2454315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2454324.250000 Penalty: 5127.885742
	Iteration 31Q: 3 clusters Score -2454324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2454322.250000 Penalty: 5127.885742
	Iteration 32Q: 3 clusters Score -2454322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2454333.750000 Penalty: 5127.885742
	Iteration 33Q: 3 clusters Score -2454334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2454330.750000 Penalty: 5127.885742
	Iteration 34Q: 3 clusters Score -2454331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2454334.750000 Penalty: 5127.885742
	Iteration 35Q: 3 clusters Score -2454335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2454329.000000 Penalty: 5127.885742
	Iteration 36Q: 3 clusters Score -2454329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2454336.750000 Penalty: 5127.885742
	Iteration 37Q: 3 clusters Score -2454337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2454339.500000 Penalty: 5127.885742
	Iteration 38Q: 3 clusters Score -2454340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2454339.750000 Penalty: 5127.885742
	Iteration 39Q: 3 clusters Score -2454340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2454345.250000 Penalty: 5127.885742
	Iteration 40F: 3 clusters Score -2454345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2454347.500000 Penalty: 5127.885742
	Iteration 41Q: 3 clusters Score -2454348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2454343.750000 Penalty: 5127.885742
	Iteration 42Q: 3 clusters Score -2454344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2454345.000000 Penalty: 5127.885742
	Iteration 43Q: 3 clusters Score -2454345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2454346.000000 Penalty: 5127.885742
	Iteration 44Q: 3 clusters Score -2454346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2454344.250000 Penalty: 5127.885742
	Iteration 45Q: 3 clusters Score -2454344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2454348.250000 Penalty: 5127.885742
	Iteration 46Q: 3 clusters Score -2454348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2454348.000000 Penalty: 5127.885742
	Iteration 47Q: 3 clusters Score -2454348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2454352.000000 Penalty: 5127.885742
	Iteration 48Q: 3 clusters Score -2454352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2454351.000000 Penalty: 5127.885742
	Iteration 49Q: 3 clusters Score -2454351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2454351.000000 Penalty: 5127.885742
	Iteration 50F: 3 clusters Score -2454351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Entering Unmasked Estep 
Score: -1466487.500000 Penalty: 2405.119141
	Iteration 0F: 2 clusters Score -1466488 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 8096 members 
Entering Unmasked Estep 
Score: -1454838.875000 Penalty: 4810.238281
	Iteration 0F: 3 clusters Score -1454839 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1458588.750000 Penalty: 4810.238281
	Iteration 1F: 3 clusters Score -1458589 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1459023.000000 Penalty: 4810.238281
	Iteration 2F: 3 clusters Score -1459023 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1459464.750000 Penalty: 4810.238281
	Iteration 3F: 3 clusters Score -1459465 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1459996.125000 Penalty: 4810.238281
	Iteration 4F: 3 clusters Score -1459996 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1460774.500000 Penalty: 4810.238281
	Iteration 5F: 3 clusters Score -1460774 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1461821.500000 Penalty: 4810.238281
	Iteration 6F: 3 clusters Score -1461822 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1463115.000000 Penalty: 4810.238281
	Iteration 7F: 3 clusters Score -1463115 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1464323.750000 Penalty: 4810.238281
	Iteration 8F: 3 clusters Score -1464324 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1465216.125000 Penalty: 4810.238281
	Iteration 9F: 3 clusters Score -1465216 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1465851.875000 Penalty: 4810.238281
	Iteration 10Q: 3 clusters Score -1465852 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1466285.500000 Penalty: 4810.238281
	Iteration 11Q: 3 clusters Score -1466286 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1466562.500000 Penalty: 4810.238281
	Iteration 12Q: 3 clusters Score -1466562 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1466679.625000 Penalty: 4810.238281
	Iteration 13Q: 3 clusters Score -1466680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1466736.500000 Penalty: 4810.238281
	Iteration 14Q: 3 clusters Score -1466736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1466768.250000 Penalty: 4810.238281
	Iteration 15Q: 3 clusters Score -1466768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1466790.125000 Penalty: 4810.238281
	Iteration 16Q: 3 clusters Score -1466790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1466805.000000 Penalty: 4810.238281
	Iteration 17Q: 3 clusters Score -1466805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1466810.375000 Penalty: 4810.238281
	Iteration 18Q: 3 clusters Score -1466810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1466817.625000 Penalty: 4810.238281
	Iteration 19Q: 3 clusters Score -1466818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1466823.250000 Penalty: 4810.238281
	Iteration 20F: 3 clusters Score -1466823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1466824.125000 Penalty: 4810.238281
	Iteration 21Q: 3 clusters Score -1466824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1466823.500000 Penalty: 4810.238281
	Iteration 22Q: 3 clusters Score -1466824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1466832.000000 Penalty: 4810.238281
	Iteration 23Q: 3 clusters Score -1466832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1466833.375000 Penalty: 4810.238281
	Iteration 24Q: 3 clusters Score -1466833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1466834.250000 Penalty: 4810.238281
	Iteration 25Q: 3 clusters Score -1466834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1466834.125000 Penalty: 4810.238281
	Iteration 26Q: 3 clusters Score -1466834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1466835.250000 Penalty: 4810.238281
	Iteration 27Q: 3 clusters Score -1466835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1466834.125000 Penalty: 4810.238281
	Iteration 28Q: 3 clusters Score -1466834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1466831.375000 Penalty: 4810.238281
	Iteration 29Q: 3 clusters Score -1466831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1466833.875000 Penalty: 4810.238281
	Iteration 30Q: 3 clusters Score -1466834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1466833.875000 Penalty: 4810.238281
	Iteration 31F: 3 clusters Score -1466834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 12066 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 415315 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 34701 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 4220 members 
Entering Unmasked Estep 
Score: -112962392.000000 Penalty: 101416.195312
Splitting cluster 3 changes total score from -112963088.000000 to -112962392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1605563.500000 Penalty: 2438.560059
	Iteration 0F: 2 clusters Score -1605564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1592362.125000 Penalty: 4877.120117
	Iteration 0F: 3 clusters Score -1592362 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1597077.250000 Penalty: 4877.120117
	Iteration 1F: 3 clusters Score -1597077 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1597828.000000 Penalty: 4877.120117
	Iteration 2F: 3 clusters Score -1597828 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1598573.125000 Penalty: 4877.120117
	Iteration 3F: 3 clusters Score -1598573 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1599463.000000 Penalty: 4877.120117
	Iteration 4F: 3 clusters Score -1599463 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1600468.250000 Penalty: 4877.120117
	Iteration 5F: 3 clusters Score -1600468 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1601555.125000 Penalty: 4877.120117
	Iteration 6F: 3 clusters Score -1601555 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1602532.875000 Penalty: 4877.120117
	Iteration 7F: 3 clusters Score -1602533 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1603227.000000 Penalty: 4877.120117
	Iteration 8Q: 3 clusters Score -1603227 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1603567.250000 Penalty: 4877.120117
	Iteration 9Q: 3 clusters Score -1603567 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1603745.000000 Penalty: 4877.120117
	Iteration 10Q: 3 clusters Score -1603745 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1603840.000000 Penalty: 4877.120117
	Iteration 11Q: 3 clusters Score -1603840 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1603896.125000 Penalty: 4877.120117
	Iteration 12Q: 3 clusters Score -1603896 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1603946.625000 Penalty: 4877.120117
	Iteration 13Q: 3 clusters Score -1603947 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1603970.875000 Penalty: 4877.120117
	Iteration 14Q: 3 clusters Score -1603971 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1603990.875000 Penalty: 4877.120117
	Iteration 15Q: 3 clusters Score -1603991 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1604005.250000 Penalty: 4877.120117
	Iteration 16Q: 3 clusters Score -1604005 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1604023.750000 Penalty: 4877.120117
	Iteration 17Q: 3 clusters Score -1604024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1604036.750000 Penalty: 4877.120117
	Iteration 18Q: 3 clusters Score -1604037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1604041.625000 Penalty: 4877.120117
	Iteration 19Q: 3 clusters Score -1604042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1604049.375000 Penalty: 4877.120117
	Iteration 20F: 3 clusters Score -1604049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1604053.000000 Penalty: 4877.120117
	Iteration 21Q: 3 clusters Score -1604053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1604054.625000 Penalty: 4877.120117
	Iteration 22Q: 3 clusters Score -1604055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1604058.875000 Penalty: 4877.120117
	Iteration 23Q: 3 clusters Score -1604059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1604057.625000 Penalty: 4877.120117
	Iteration 24Q: 3 clusters Score -1604058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1604058.625000 Penalty: 4877.120117
	Iteration 25Q: 3 clusters Score -1604059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1604060.750000 Penalty: 4877.120117
	Iteration 26Q: 3 clusters Score -1604061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1604061.500000 Penalty: 4877.120117
	Iteration 27Q: 3 clusters Score -1604062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1604063.875000 Penalty: 4877.120117
	Iteration 28Q: 3 clusters Score -1604064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1604062.875000 Penalty: 4877.120117
	Iteration 29Q: 3 clusters Score -1604063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1604067.375000 Penalty: 4877.120117
	Iteration 30Q: 3 clusters Score -1604067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1604068.125000 Penalty: 4877.120117
	Iteration 31Q: 3 clusters Score -1604068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1604069.500000 Penalty: 4877.120117
	Iteration 32Q: 3 clusters Score -1604070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1604069.250000 Penalty: 4877.120117
	Iteration 33Q: 3 clusters Score -1604069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1604071.250000 Penalty: 4877.120117
	Iteration 34Q: 3 clusters Score -1604071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1604070.000000 Penalty: 4877.120117
	Iteration 35Q: 3 clusters Score -1604070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1604070.375000 Penalty: 4877.120117
	Iteration 36Q: 3 clusters Score -1604070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1604071.875000 Penalty: 4877.120117
	Iteration 37Q: 3 clusters Score -1604072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1604072.750000 Penalty: 4877.120117
	Iteration 38Q: 3 clusters Score -1604073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1604074.250000 Penalty: 4877.120117
	Iteration 39Q: 3 clusters Score -1604074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1604077.125000 Penalty: 4877.120117
	Iteration 40F: 3 clusters Score -1604077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1604080.250000 Penalty: 4877.120117
	Iteration 41Q: 3 clusters Score -1604080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1604076.875000 Penalty: 4877.120117
	Iteration 42Q: 3 clusters Score -1604077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1604081.125000 Penalty: 4877.120117
	Iteration 43Q: 3 clusters Score -1604081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1604080.875000 Penalty: 4877.120117
	Iteration 44Q: 3 clusters Score -1604081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1604082.500000 Penalty: 4877.120117
	Iteration 45Q: 3 clusters Score -1604082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1604080.375000 Penalty: 4877.120117
	Iteration 46Q: 3 clusters Score -1604080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1604080.000000 Penalty: 4877.120117
	Iteration 47Q: 3 clusters Score -1604080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1604079.125000 Penalty: 4877.120117
	Iteration 48Q: 3 clusters Score -1604079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1604078.000000 Penalty: 4877.120117
	Iteration 49Q: 3 clusters Score -1604078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1604078.000000 Penalty: 4877.120117
	Iteration 50F: 3 clusters Score -1604078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Entering Unmasked Estep 
Score: -1403640.375000 Penalty: 2400.026855
	Iteration 0F: 2 clusters Score -1403640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1392185.000000 Penalty: 4800.053711
	Iteration 0F: 3 clusters Score -1392185 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1395879.250000 Penalty: 4800.053711
	Iteration 1F: 3 clusters Score -1395879 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1396220.500000 Penalty: 4800.053711
	Iteration 2F: 3 clusters Score -1396220 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1396523.125000 Penalty: 4800.053711
	Iteration 3Q: 3 clusters Score -1396523 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1396820.875000 Penalty: 4800.053711
	Iteration 4Q: 3 clusters Score -1396821 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1397118.500000 Penalty: 4800.053711
	Iteration 5Q: 3 clusters Score -1397118 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1397470.375000 Penalty: 4800.053711
	Iteration 6Q: 3 clusters Score -1397470 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1397915.250000 Penalty: 4800.053711
	Iteration 7Q: 3 clusters Score -1397915 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1398489.375000 Penalty: 4800.053711
	Iteration 8F: 3 clusters Score -1398489 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1399152.500000 Penalty: 4800.053711
	Iteration 9F: 3 clusters Score -1399152 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1399804.375000 Penalty: 4800.053711
	Iteration 10Q: 3 clusters Score -1399804 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1400394.875000 Penalty: 4800.053711
	Iteration 11Q: 3 clusters Score -1400395 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1400836.875000 Penalty: 4800.053711
	Iteration 12Q: 3 clusters Score -1400837 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1401123.500000 Penalty: 4800.053711
	Iteration 13Q: 3 clusters Score -1401124 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1401276.750000 Penalty: 4800.053711
	Iteration 14Q: 3 clusters Score -1401277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1401365.750000 Penalty: 4800.053711
	Iteration 15Q: 3 clusters Score -1401366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1401427.375000 Penalty: 4800.053711
	Iteration 16Q: 3 clusters Score -1401427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1401453.000000 Penalty: 4800.053711
	Iteration 17Q: 3 clusters Score -1401453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -1401477.875000 Penalty: 4800.053711
	Iteration 18Q: 3 clusters Score -1401478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1401495.000000 Penalty: 4800.053711
	Iteration 19Q: 3 clusters Score -1401495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1401509.375000 Penalty: 4800.053711
	Iteration 20F: 3 clusters Score -1401509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1401518.125000 Penalty: 4800.053711
	Iteration 21Q: 3 clusters Score -1401518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1401523.625000 Penalty: 4800.053711
	Iteration 22Q: 3 clusters Score -1401524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1401522.375000 Penalty: 4800.053711
	Iteration 23Q: 3 clusters Score -1401522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1401522.875000 Penalty: 4800.053711
	Iteration 24Q: 3 clusters Score -1401523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1401523.750000 Penalty: 4800.053711
	Iteration 25Q: 3 clusters Score -1401524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1401523.750000 Penalty: 4800.053711
	Iteration 26F: 3 clusters Score -1401524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (416435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416435 members 
Entering Unmasked Estep 
Score: -36766884.000000 Penalty: 3208.992432
	Iteration 0F: 2 clusters Score -3.676688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208493 members 
Mstep: Class 2 contains 207942 members 
Entering Unmasked Estep 
Score: -36486264.000000 Penalty: 6417.984863
	Iteration 0F: 3 clusters Score -3.648626e+07 nChanged 202279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216454 members 
Mstep: Class 2 contains 199981 members 
Entering Unmasked Estep 
Score: -36607232.000000 Penalty: 6417.984863
	Iteration 1F: 3 clusters Score -3.660723e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222719 members 
Mstep: Class 2 contains 193716 members 
Entering Unmasked Estep 
Score: -36610400.000000 Penalty: 6417.984863
	Iteration 2Q: 3 clusters Score -3.66104e+07 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233088 members 
Mstep: Class 2 contains 183347 members 
Entering Unmasked Estep 
Score: -36616260.000000 Penalty: 6417.984863
	Iteration 3Q: 3 clusters Score -3.661626e+07 nChanged 22304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249356 members 
Mstep: Class 2 contains 167079 members 
Entering Unmasked Estep 
Score: -36627076.000000 Penalty: 6417.984863
	Iteration 4F: 3 clusters Score -3.662708e+07 nChanged 29170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272838 members 
Mstep: Class 2 contains 143597 members 
Entering Unmasked Estep 
Score: -36645556.000000 Penalty: 6417.984863
	Iteration 5F: 3 clusters Score -3.664556e+07 nChanged 34458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302850 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -36670980.000000 Penalty: 6417.984863
	Iteration 6F: 3 clusters Score -3.667098e+07 nChanged 34153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334367 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -36699192.000000 Penalty: 6417.984863
	Iteration 7F: 3 clusters Score -3.669919e+07 nChanged 28064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361343 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -36722220.000000 Penalty: 6417.984863
	Iteration 8F: 3 clusters Score -3.672222e+07 nChanged 20310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381397 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -36738384.000000 Penalty: 6417.984863
	Iteration 9Q: 3 clusters Score -3.673838e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395196 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -36749328.000000 Penalty: 6417.984863
	Iteration 10Q: 3 clusters Score -3.674933e+07 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404096 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -36756156.000000 Penalty: 6417.984863
	Iteration 11Q: 3 clusters Score -3.675616e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409229 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -36760060.000000 Penalty: 6417.984863
	Iteration 12Q: 3 clusters Score -3.676006e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411844 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -36762088.000000 Penalty: 6417.984863
	Iteration 13Q: 3 clusters Score -3.676209e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413044 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -36763376.000000 Penalty: 6417.984863
	Iteration 14Q: 3 clusters Score -3.676338e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413529 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -36763892.000000 Penalty: 6417.984863
	Iteration 15Q: 3 clusters Score -3.676389e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413723 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -36764280.000000 Penalty: 6417.984863
	Iteration 16Q: 3 clusters Score -3.676428e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413831 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -36764496.000000 Penalty: 6417.984863
	Iteration 17Q: 3 clusters Score -3.67645e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413924 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -36764600.000000 Penalty: 6417.984863
	Iteration 18Q: 3 clusters Score -3.67646e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414007 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -36764676.000000 Penalty: 6417.984863
	Iteration 19Q: 3 clusters Score -3.676468e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414061 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -36764800.000000 Penalty: 6417.984863
	Iteration 20F: 3 clusters Score -3.67648e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414105 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -36764884.000000 Penalty: 6417.984863
	Iteration 21Q: 3 clusters Score -3.676488e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414130 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -36764904.000000 Penalty: 6417.984863
	Iteration 22Q: 3 clusters Score -3.67649e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414169 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -36764932.000000 Penalty: 6417.984863
	Iteration 23Q: 3 clusters Score -3.676493e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414199 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -36764964.000000 Penalty: 6417.984863
	Iteration 24Q: 3 clusters Score -3.676496e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414218 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -36765008.000000 Penalty: 6417.984863
	Iteration 25Q: 3 clusters Score -3.676501e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414222 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -36765092.000000 Penalty: 6417.984863
	Iteration 26Q: 3 clusters Score -3.676509e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414236 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -36765060.000000 Penalty: 6417.984863
	Iteration 27Q: 3 clusters Score -3.676506e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414253 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -36765052.000000 Penalty: 6417.984863
	Iteration 28Q: 3 clusters Score -3.676505e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414268 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -36765084.000000 Penalty: 6417.984863
	Iteration 29Q: 3 clusters Score -3.676508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414281 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -36765040.000000 Penalty: 6417.984863
	Iteration 30Q: 3 clusters Score -3.676504e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414280 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -36765088.000000 Penalty: 6417.984863
	Iteration 31Q: 3 clusters Score -3.676509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414288 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -36765152.000000 Penalty: 6417.984863
	Iteration 32Q: 3 clusters Score -3.676515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414292 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -36765136.000000 Penalty: 6417.984863
	Iteration 33Q: 3 clusters Score -3.676514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414307 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -36765152.000000 Penalty: 6417.984863
	Iteration 34Q: 3 clusters Score -3.676515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414314 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -36765144.000000 Penalty: 6417.984863
	Iteration 35Q: 3 clusters Score -3.676514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414320 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -36765128.000000 Penalty: 6417.984863
	Iteration 36Q: 3 clusters Score -3.676513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414324 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -36765108.000000 Penalty: 6417.984863
	Iteration 37Q: 3 clusters Score -3.676511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414321 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -36765140.000000 Penalty: 6417.984863
	Iteration 38Q: 3 clusters Score -3.676514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414318 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -36765128.000000 Penalty: 6417.984863
	Iteration 39Q: 3 clusters Score -3.676513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414312 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -36765148.000000 Penalty: 6417.984863
	Iteration 40F: 3 clusters Score -3.676515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414311 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -36765104.000000 Penalty: 6417.984863
	Iteration 41Q: 3 clusters Score -3.67651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414314 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -36765136.000000 Penalty: 6417.984863
	Iteration 42Q: 3 clusters Score -3.676514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414320 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -36765156.000000 Penalty: 6417.984863
	Iteration 43Q: 3 clusters Score -3.676516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414323 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -36765176.000000 Penalty: 6417.984863
	Iteration 44Q: 3 clusters Score -3.676518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414323 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -36765164.000000 Penalty: 6417.984863
	Iteration 45Q: 3 clusters Score -3.676516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414330 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -36765144.000000 Penalty: 6417.984863
	Iteration 46Q: 3 clusters Score -3.676514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414341 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -36765168.000000 Penalty: 6417.984863
	Iteration 47Q: 3 clusters Score -3.676517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414340 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -36765132.000000 Penalty: 6417.984863
	Iteration 48Q: 3 clusters Score -3.676513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414334 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -36765156.000000 Penalty: 6417.984863
	Iteration 49Q: 3 clusters Score -3.676516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414326 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -36765160.000000 Penalty: 6417.984863
	Iteration 50Q: 3 clusters Score -3.676516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414314 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -36765152.000000 Penalty: 6417.984863
	Iteration 51Q: 3 clusters Score -3.676515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414306 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -36765124.000000 Penalty: 6417.984863
	Iteration 52Q: 3 clusters Score -3.676512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414298 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -36765152.000000 Penalty: 6417.984863
	Iteration 53Q: 3 clusters Score -3.676515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414290 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -36765180.000000 Penalty: 6417.984863
	Iteration 54Q: 3 clusters Score -3.676518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414292 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -36765160.000000 Penalty: 6417.984863
	Iteration 55Q: 3 clusters Score -3.676516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414293 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -36765176.000000 Penalty: 6417.984863
	Iteration 56Q: 3 clusters Score -3.676518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414288 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -36765172.000000 Penalty: 6417.984863
	Iteration 57Q: 3 clusters Score -3.676517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414283 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -36765168.000000 Penalty: 6417.984863
	Iteration 58Q: 3 clusters Score -3.676517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414276 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -36765180.000000 Penalty: 6417.984863
	Iteration 59Q: 3 clusters Score -3.676518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414271 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -36765176.000000 Penalty: 6417.984863
	Iteration 60F: 3 clusters Score -3.676518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414270 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -36765144.000000 Penalty: 6417.984863
	Iteration 61Q: 3 clusters Score -3.676514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414271 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -36765160.000000 Penalty: 6417.984863
	Iteration 62Q: 3 clusters Score -3.676516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414277 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -36765156.000000 Penalty: 6417.984863
	Iteration 63Q: 3 clusters Score -3.676516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414278 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -36765132.000000 Penalty: 6417.984863
	Iteration 64Q: 3 clusters Score -3.676513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414277 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -36765124.000000 Penalty: 6417.984863
	Iteration 65Q: 3 clusters Score -3.676512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414279 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -36765124.000000 Penalty: 6417.984863
	Iteration 66Q: 3 clusters Score -3.676512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414280 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -36765116.000000 Penalty: 6417.984863
	Iteration 67Q: 3 clusters Score -3.676512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414282 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -36765132.000000 Penalty: 6417.984863
	Iteration 68Q: 3 clusters Score -3.676513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414282 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -36765136.000000 Penalty: 6417.984863
	Iteration 69Q: 3 clusters Score -3.676514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414281 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -36765136.000000 Penalty: 6417.984863
	Iteration 70Q: 3 clusters Score -3.676514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414280 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -36765132.000000 Penalty: 6417.984863
	Iteration 71Q: 3 clusters Score -3.676513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414280 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -36765132.000000 Penalty: 6417.984863
	Iteration 72F: 3 clusters Score -3.676513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -431848.875000 Penalty: 2132.678467
	Iteration 0F: 2 clusters Score -431848.9 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 2735 members 
Entering Unmasked Estep 
Score: -427033.312500 Penalty: 4265.356934
	Iteration 0F: 3 clusters Score -427033.3 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -428256.187500 Penalty: 4265.356934
	Iteration 1F: 3 clusters Score -428256.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -428519.093750 Penalty: 4265.356934
	Iteration 2F: 3 clusters Score -428519.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -428689.406250 Penalty: 4265.356934
	Iteration 3F: 3 clusters Score -428689.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -428811.375000 Penalty: 4265.356934
	Iteration 4Q: 3 clusters Score -428811.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -428916.625000 Penalty: 4265.356934
	Iteration 5Q: 3 clusters Score -428916.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -429009.781250 Penalty: 4265.356934
	Iteration 6Q: 3 clusters Score -429009.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -429110.000000 Penalty: 4265.356934
	Iteration 7Q: 3 clusters Score -429110 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -429218.437500 Penalty: 4265.356934
	Iteration 8Q: 3 clusters Score -429218.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -429332.218750 Penalty: 4265.356934
	Iteration 9Q: 3 clusters Score -429332.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -429449.000000 Penalty: 4265.356934
	Iteration 10Q: 3 clusters Score -429449 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -429556.156250 Penalty: 4265.356934
	Iteration 11Q: 3 clusters Score -429556.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -429656.906250 Penalty: 4265.356934
	Iteration 12Q: 3 clusters Score -429656.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -429738.562500 Penalty: 4265.356934
	Iteration 13Q: 3 clusters Score -429738.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -429816.875000 Penalty: 4265.356934
	Iteration 14Q: 3 clusters Score -429816.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -429888.187500 Penalty: 4265.356934
	Iteration 15Q: 3 clusters Score -429888.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -429955.250000 Penalty: 4265.356934
	Iteration 16Q: 3 clusters Score -429955.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -430017.343750 Penalty: 4265.356934
	Iteration 17Q: 3 clusters Score -430017.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -430099.968750 Penalty: 4265.356934
	Iteration 18Q: 3 clusters Score -430100 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -430207.500000 Penalty: 4265.356934
	Iteration 19Q: 3 clusters Score -430207.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -430303.312500 Penalty: 4265.356934
	Iteration 20F: 3 clusters Score -430303.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -430368.656250 Penalty: 4265.356934
	Iteration 21Q: 3 clusters Score -430368.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -430419.718750 Penalty: 4265.356934
	Iteration 22Q: 3 clusters Score -430419.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -430448.812500 Penalty: 4265.356934
	Iteration 23Q: 3 clusters Score -430448.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -430463.875000 Penalty: 4265.356934
	Iteration 24Q: 3 clusters Score -430463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -430470.875000 Penalty: 4265.356934
	Iteration 25Q: 3 clusters Score -430470.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -430474.656250 Penalty: 4265.356934
	Iteration 26Q: 3 clusters Score -430474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -430476.406250 Penalty: 4265.356934
	Iteration 27Q: 3 clusters Score -430476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -430479.312500 Penalty: 4265.356934
	Iteration 28Q: 3 clusters Score -430479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -430480.125000 Penalty: 4265.356934
	Iteration 29Q: 3 clusters Score -430480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -430481.093750 Penalty: 4265.356934
	Iteration 30Q: 3 clusters Score -430481.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -430482.375000 Penalty: 4265.356934
	Iteration 31Q: 3 clusters Score -430482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -430483.687500 Penalty: 4265.356934
	Iteration 32Q: 3 clusters Score -430483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -430484.406250 Penalty: 4265.356934
	Iteration 33Q: 3 clusters Score -430484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -430485.968750 Penalty: 4265.356934
	Iteration 34Q: 3 clusters Score -430486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -430487.156250 Penalty: 4265.356934
	Iteration 35Q: 3 clusters Score -430487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -430489.343750 Penalty: 4265.356934
	Iteration 36Q: 3 clusters Score -430489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -430490.906250 Penalty: 4265.356934
	Iteration 37Q: 3 clusters Score -430490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -430490.750000 Penalty: 4265.356934
	Iteration 38Q: 3 clusters Score -430490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -430491.343750 Penalty: 4265.356934
	Iteration 39Q: 3 clusters Score -430491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -430492.531250 Penalty: 4265.356934
	Iteration 40F: 3 clusters Score -430492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -430493.281250 Penalty: 4265.356934
	Iteration 41Q: 3 clusters Score -430493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -430492.906250 Penalty: 4265.356934
	Iteration 42Q: 3 clusters Score -430492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -430492.906250 Penalty: 4265.356934
	Iteration 43F: 3 clusters Score -430492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Entering Unmasked Estep 
Score: -6671010.000000 Penalty: 2785.235596
	Iteration 0F: 2 clusters Score -6671010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -6620489.500000 Penalty: 5570.471191
	Iteration 0F: 3 clusters Score -6620490 nChanged 35364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -6640489.500000 Penalty: 5570.471191
	Iteration 1F: 3 clusters Score -6640490 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -6641150.000000 Penalty: 5570.471191
	Iteration 2Q: 3 clusters Score -6641150 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -6641831.500000 Penalty: 5570.471191
	Iteration 3Q: 3 clusters Score -6641832 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -6642568.500000 Penalty: 5570.471191
	Iteration 4Q: 3 clusters Score -6642568 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -6643554.500000 Penalty: 5570.471191
	Iteration 5Q: 3 clusters Score -6643554 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -6644793.500000 Penalty: 5570.471191
	Iteration 6Q: 3 clusters Score -6644794 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -6646552.000000 Penalty: 5570.471191
	Iteration 7Q: 3 clusters Score -6646552 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6649072.000000 Penalty: 5570.471191
	Iteration 8F: 3 clusters Score -6649072 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -6652305.500000 Penalty: 5570.471191
	Iteration 9F: 3 clusters Score -6652306 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -6655838.500000 Penalty: 5570.471191
	Iteration 10F: 3 clusters Score -6655838 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -6659198.000000 Penalty: 5570.471191
	Iteration 11F: 3 clusters Score -6659198 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -6662172.000000 Penalty: 5570.471191
	Iteration 12Q: 3 clusters Score -6662172 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -6664509.500000 Penalty: 5570.471191
	Iteration 13Q: 3 clusters Score -6664510 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -6666112.500000 Penalty: 5570.471191
	Iteration 14Q: 3 clusters Score -6666112 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -6666975.000000 Penalty: 5570.471191
	Iteration 15Q: 3 clusters Score -6666975 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -6667472.500000 Penalty: 5570.471191
	Iteration 16Q: 3 clusters Score -6667472 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -6667754.500000 Penalty: 5570.471191
	Iteration 17Q: 3 clusters Score -6667754 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -6667873.500000 Penalty: 5570.471191
	Iteration 18Q: 3 clusters Score -6667874 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -6667983.500000 Penalty: 5570.471191
	Iteration 19Q: 3 clusters Score -6667984 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6668063.000000 Penalty: 5570.471191
	Iteration 20F: 3 clusters Score -6668063 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -6668135.000000 Penalty: 5570.471191
	Iteration 21Q: 3 clusters Score -6668135 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -6668191.000000 Penalty: 5570.471191
	Iteration 22Q: 3 clusters Score -6668191 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -6668231.500000 Penalty: 5570.471191
	Iteration 23Q: 3 clusters Score -6668232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6668267.000000 Penalty: 5570.471191
	Iteration 24Q: 3 clusters Score -6668267 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -6668300.000000 Penalty: 5570.471191
	Iteration 25Q: 3 clusters Score -6668300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70391 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -6668327.000000 Penalty: 5570.471191
	Iteration 26Q: 3 clusters Score -6668327 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70450 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -6668310.000000 Penalty: 5570.471191
	Iteration 27Q: 3 clusters Score -6668310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -6668315.000000 Penalty: 5570.471191
	Iteration 28Q: 3 clusters Score -6668315 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6668326.500000 Penalty: 5570.471191
	Iteration 29Q: 3 clusters Score -6668326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -6668321.000000 Penalty: 5570.471191
	Iteration 30Q: 3 clusters Score -6668321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -6668348.000000 Penalty: 5570.471191
	Iteration 31Q: 3 clusters Score -6668348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6668335.000000 Penalty: 5570.471191
	Iteration 32Q: 3 clusters Score -6668335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -6668338.500000 Penalty: 5570.471191
	Iteration 33Q: 3 clusters Score -6668338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -6668359.000000 Penalty: 5570.471191
	Iteration 34Q: 3 clusters Score -6668359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -6668377.000000 Penalty: 5570.471191
	Iteration 35Q: 3 clusters Score -6668377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -6668376.500000 Penalty: 5570.471191
	Iteration 36Q: 3 clusters Score -6668376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -6668386.500000 Penalty: 5570.471191
	Iteration 37Q: 3 clusters Score -6668386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6668400.000000 Penalty: 5570.471191
	Iteration 38Q: 3 clusters Score -6668400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -6668404.500000 Penalty: 5570.471191
	Iteration 39Q: 3 clusters Score -6668404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70858 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -6668414.000000 Penalty: 5570.471191
	Iteration 40F: 3 clusters Score -6668414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6668446.500000 Penalty: 5570.471191
	Iteration 41Q: 3 clusters Score -6668446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -6668464.500000 Penalty: 5570.471191
	Iteration 42Q: 3 clusters Score -6668464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6668473.000000 Penalty: 5570.471191
	Iteration 43Q: 3 clusters Score -6668473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -6668498.000000 Penalty: 5570.471191
	Iteration 44Q: 3 clusters Score -6668498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -6668515.500000 Penalty: 5570.471191
	Iteration 45Q: 3 clusters Score -6668516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6668524.000000 Penalty: 5570.471191
	Iteration 46Q: 3 clusters Score -6668524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6668524.500000 Penalty: 5570.471191
	Iteration 47Q: 3 clusters Score -6668524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -6668545.000000 Penalty: 5570.471191
	Iteration 48Q: 3 clusters Score -6668545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -6668541.500000 Penalty: 5570.471191
	Iteration 49Q: 3 clusters Score -6668542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70950 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -6668558.000000 Penalty: 5570.471191
	Iteration 50Q: 3 clusters Score -6668558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70958 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -6668564.000000 Penalty: 5570.471191
	Iteration 51Q: 3 clusters Score -6668564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70971 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -6668560.000000 Penalty: 5570.471191
	Iteration 52Q: 3 clusters Score -6668560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6668569.000000 Penalty: 5570.471191
	Iteration 53Q: 3 clusters Score -6668569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -6668564.000000 Penalty: 5570.471191
	Iteration 54Q: 3 clusters Score -6668564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70998 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -6668564.500000 Penalty: 5570.471191
	Iteration 55Q: 3 clusters Score -6668564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -6668569.000000 Penalty: 5570.471191
	Iteration 56Q: 3 clusters Score -6668569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -6668576.000000 Penalty: 5570.471191
	Iteration 57Q: 3 clusters Score -6668576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6668585.000000 Penalty: 5570.471191
	Iteration 58Q: 3 clusters Score -6668585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -6668591.000000 Penalty: 5570.471191
	Iteration 59Q: 3 clusters Score -6668591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6668579.500000 Penalty: 5570.471191
	Iteration 60F: 3 clusters Score -6668580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -6668585.500000 Penalty: 5570.471191
	Iteration 61Q: 3 clusters Score -6668586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6668588.000000 Penalty: 5570.471191
	Iteration 62Q: 3 clusters Score -6668588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6668581.500000 Penalty: 5570.471191
	Iteration 63Q: 3 clusters Score -6668582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6668587.500000 Penalty: 5570.471191
	Iteration 64Q: 3 clusters Score -6668588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6668590.500000 Penalty: 5570.471191
	Iteration 65Q: 3 clusters Score -6668590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6668586.500000 Penalty: 5570.471191
	Iteration 66Q: 3 clusters Score -6668586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6668598.500000 Penalty: 5570.471191
	Iteration 67Q: 3 clusters Score -6668598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -6668598.500000 Penalty: 5570.471191
	Iteration 68Q: 3 clusters Score -6668598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6668608.500000 Penalty: 5570.471191
	Iteration 69Q: 3 clusters Score -6668608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -6668609.000000 Penalty: 5570.471191
	Iteration 70Q: 3 clusters Score -6668609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6668605.500000 Penalty: 5570.471191
	Iteration 71Q: 3 clusters Score -6668606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6668609.500000 Penalty: 5570.471191
	Iteration 72Q: 3 clusters Score -6668610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -6668618.000000 Penalty: 5570.471191
	Iteration 73Q: 3 clusters Score -6668618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6668617.000000 Penalty: 5570.471191
	Iteration 74Q: 3 clusters Score -6668617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6668632.000000 Penalty: 5570.471191
	Iteration 75Q: 3 clusters Score -6668632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6668641.000000 Penalty: 5570.471191
	Iteration 76Q: 3 clusters Score -6668641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6668663.500000 Penalty: 5570.471191
	Iteration 77Q: 3 clusters Score -6668664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6668662.500000 Penalty: 5570.471191
	Iteration 78Q: 3 clusters Score -6668662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -6668663.500000 Penalty: 5570.471191
	Iteration 79Q: 3 clusters Score -6668664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6668661.500000 Penalty: 5570.471191
	Iteration 80F: 3 clusters Score -6668662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -6668676.500000 Penalty: 5570.471191
	Iteration 81Q: 3 clusters Score -6668676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6668674.500000 Penalty: 5570.471191
	Iteration 82Q: 3 clusters Score -6668674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -6668679.000000 Penalty: 5570.471191
	Iteration 83Q: 3 clusters Score -6668679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -6668663.500000 Penalty: 5570.471191
	Iteration 84Q: 3 clusters Score -6668664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -6668673.500000 Penalty: 5570.471191
	Iteration 85Q: 3 clusters Score -6668674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -6668670.500000 Penalty: 5570.471191
	Iteration 86Q: 3 clusters Score -6668670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -6668681.000000 Penalty: 5570.471191
	Iteration 87Q: 3 clusters Score -6668681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -6668676.500000 Penalty: 5570.471191
	Iteration 88Q: 3 clusters Score -6668676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -6668676.500000 Penalty: 5570.471191
	Iteration 89Q: 3 clusters Score -6668676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -6668680.500000 Penalty: 5570.471191
	Iteration 90Q: 3 clusters Score -6668680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -6668672.500000 Penalty: 5570.471191
	Iteration 91Q: 3 clusters Score -6668672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -6668678.500000 Penalty: 5570.471191
	Iteration 92Q: 3 clusters Score -6668678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -6668681.500000 Penalty: 5570.471191
	Iteration 93Q: 3 clusters Score -6668682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6668691.500000 Penalty: 5570.471191
	Iteration 94Q: 3 clusters Score -6668692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6668690.000000 Penalty: 5570.471191
	Iteration 95Q: 3 clusters Score -6668690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6668684.000000 Penalty: 5570.471191
	Iteration 96Q: 3 clusters Score -6668684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6668685.500000 Penalty: 5570.471191
	Iteration 97Q: 3 clusters Score -6668686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6668686.000000 Penalty: 5570.471191
	Iteration 98Q: 3 clusters Score -6668686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6668701.000000 Penalty: 5570.471191
	Iteration 99Q: 3 clusters Score -6668701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -6668702.500000 Penalty: 5570.471191
	Iteration 100F: 3 clusters Score -6668702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6668710.000000 Penalty: 5570.471191
	Iteration 101Q: 3 clusters Score -6668710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6668710.500000 Penalty: 5570.471191
	Iteration 102Q: 3 clusters Score -6668710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6668717.500000 Penalty: 5570.471191
	Iteration 103Q: 3 clusters Score -6668718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70911 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -6668717.500000 Penalty: 5570.471191
	Iteration 104Q: 3 clusters Score -6668718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6668718.500000 Penalty: 5570.471191
	Iteration 105Q: 3 clusters Score -6668718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -6668723.500000 Penalty: 5570.471191
	Iteration 106Q: 3 clusters Score -6668724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -6668724.000000 Penalty: 5570.471191
	Iteration 107Q: 3 clusters Score -6668724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6668720.000000 Penalty: 5570.471191
	Iteration 108Q: 3 clusters Score -6668720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6668726.500000 Penalty: 5570.471191
	Iteration 109Q: 3 clusters Score -6668726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -6668729.000000 Penalty: 5570.471191
	Iteration 110Q: 3 clusters Score -6668729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6668728.500000 Penalty: 5570.471191
	Iteration 111Q: 3 clusters Score -6668728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6668722.500000 Penalty: 5570.471191
	Iteration 112Q: 3 clusters Score -6668722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -6668719.500000 Penalty: 5570.471191
	Iteration 113Q: 3 clusters Score -6668720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6668718.000000 Penalty: 5570.471191
	Iteration 114Q: 3 clusters Score -6668718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6668718.000000 Penalty: 5570.471191
	Iteration 115F: 3 clusters Score -6668718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Entering Unmasked Estep 
Score: -778482.125000 Penalty: 2265.312012
	Iteration 0F: 2 clusters Score -778482.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -771300.937500 Penalty: 4530.624023
	Iteration 0F: 3 clusters Score -771300.9 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -773261.312500 Penalty: 4530.624023
	Iteration 1F: 3 clusters Score -773261.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -773648.062500 Penalty: 4530.624023
	Iteration 2F: 3 clusters Score -773648.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -774040.937500 Penalty: 4530.624023
	Iteration 3F: 3 clusters Score -774040.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -774409.875000 Penalty: 4530.624023
	Iteration 4F: 3 clusters Score -774409.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -774735.562500 Penalty: 4530.624023
	Iteration 5F: 3 clusters Score -774735.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -774995.125000 Penalty: 4530.624023
	Iteration 6F: 3 clusters Score -774995.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -775268.312500 Penalty: 4530.624023
	Iteration 7Q: 3 clusters Score -775268.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -775564.375000 Penalty: 4530.624023
	Iteration 8Q: 3 clusters Score -775564.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -775893.500000 Penalty: 4530.624023
	Iteration 9Q: 3 clusters Score -775893.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -776218.375000 Penalty: 4530.624023
	Iteration 10Q: 3 clusters Score -776218.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -776521.000000 Penalty: 4530.624023
	Iteration 11Q: 3 clusters Score -776521 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -776787.125000 Penalty: 4530.624023
	Iteration 12Q: 3 clusters Score -776787.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -776980.312500 Penalty: 4530.624023
	Iteration 13Q: 3 clusters Score -776980.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -777104.187500 Penalty: 4530.624023
	Iteration 14Q: 3 clusters Score -777104.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -777186.312500 Penalty: 4530.624023
	Iteration 15Q: 3 clusters Score -777186.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -777252.625000 Penalty: 4530.624023
	Iteration 16Q: 3 clusters Score -777252.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -777292.687500 Penalty: 4530.624023
	Iteration 17Q: 3 clusters Score -777292.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -777325.875000 Penalty: 4530.624023
	Iteration 18Q: 3 clusters Score -777325.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -777359.875000 Penalty: 4530.624023
	Iteration 19Q: 3 clusters Score -777359.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -777378.000000 Penalty: 4530.624023
	Iteration 20F: 3 clusters Score -777378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -777388.750000 Penalty: 4530.624023
	Iteration 21Q: 3 clusters Score -777388.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -777400.875000 Penalty: 4530.624023
	Iteration 22Q: 3 clusters Score -777400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -777414.125000 Penalty: 4530.624023
	Iteration 23Q: 3 clusters Score -777414.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -777420.750000 Penalty: 4530.624023
	Iteration 24Q: 3 clusters Score -777420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -777426.187500 Penalty: 4530.624023
	Iteration 25Q: 3 clusters Score -777426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -777431.625000 Penalty: 4530.624023
	Iteration 26Q: 3 clusters Score -777431.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -777441.250000 Penalty: 4530.624023
	Iteration 27Q: 3 clusters Score -777441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -777443.312500 Penalty: 4530.624023
	Iteration 28Q: 3 clusters Score -777443.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -777444.937500 Penalty: 4530.624023
	Iteration 29Q: 3 clusters Score -777444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -777445.937500 Penalty: 4530.624023
	Iteration 30Q: 3 clusters Score -777445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -777445.000000 Penalty: 4530.624023
	Iteration 31Q: 3 clusters Score -777445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -777445.937500 Penalty: 4530.624023
	Iteration 32Q: 3 clusters Score -777445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -777449.000000 Penalty: 4530.624023
	Iteration 33Q: 3 clusters Score -777449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -777447.625000 Penalty: 4530.624023
	Iteration 34Q: 3 clusters Score -777447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -777447.625000 Penalty: 4530.624023
	Iteration 35F: 3 clusters Score -777447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Entering Unmasked Estep 
Score: -528715.250000 Penalty: 2168.553955
	Iteration 0F: 2 clusters Score -528715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -523455.343750 Penalty: 4337.107910
	Iteration 0F: 3 clusters Score -523455.3 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -524658.937500 Penalty: 4337.107910
	Iteration 1F: 3 clusters Score -524658.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -524880.375000 Penalty: 4337.107910
	Iteration 2F: 3 clusters Score -524880.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -525046.750000 Penalty: 4337.107910
	Iteration 3F: 3 clusters Score -525046.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -525178.000000 Penalty: 4337.107910
	Iteration 4Q: 3 clusters Score -525178 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -525291.875000 Penalty: 4337.107910
	Iteration 5Q: 3 clusters Score -525291.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -525399.687500 Penalty: 4337.107910
	Iteration 6Q: 3 clusters Score -525399.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -525504.062500 Penalty: 4337.107910
	Iteration 7Q: 3 clusters Score -525504.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -525604.375000 Penalty: 4337.107910
	Iteration 8Q: 3 clusters Score -525604.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -525699.687500 Penalty: 4337.107910
	Iteration 9Q: 3 clusters Score -525699.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -525808.562500 Penalty: 4337.107910
	Iteration 10Q: 3 clusters Score -525808.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -525951.375000 Penalty: 4337.107910
	Iteration 11Q: 3 clusters Score -525951.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -526084.625000 Penalty: 4337.107910
	Iteration 12Q: 3 clusters Score -526084.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -526230.125000 Penalty: 4337.107910
	Iteration 13Q: 3 clusters Score -526230.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -526341.562500 Penalty: 4337.107910
	Iteration 14Q: 3 clusters Score -526341.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -526439.312500 Penalty: 4337.107910
	Iteration 15Q: 3 clusters Score -526439.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -526518.375000 Penalty: 4337.107910
	Iteration 16Q: 3 clusters Score -526518.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -526587.562500 Penalty: 4337.107910
	Iteration 17Q: 3 clusters Score -526587.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -526646.500000 Penalty: 4337.107910
	Iteration 18Q: 3 clusters Score -526646.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -526690.187500 Penalty: 4337.107910
	Iteration 19Q: 3 clusters Score -526690.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -526722.187500 Penalty: 4337.107910
	Iteration 20F: 3 clusters Score -526722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -526746.625000 Penalty: 4337.107910
	Iteration 21Q: 3 clusters Score -526746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -526758.625000 Penalty: 4337.107910
	Iteration 22Q: 3 clusters Score -526758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -526765.375000 Penalty: 4337.107910
	Iteration 23Q: 3 clusters Score -526765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -526770.625000 Penalty: 4337.107910
	Iteration 24Q: 3 clusters Score -526770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -526776.937500 Penalty: 4337.107910
	Iteration 25Q: 3 clusters Score -526776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -526782.875000 Penalty: 4337.107910
	Iteration 26Q: 3 clusters Score -526782.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -526789.937500 Penalty: 4337.107910
	Iteration 27Q: 3 clusters Score -526789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -526798.375000 Penalty: 4337.107910
	Iteration 28Q: 3 clusters Score -526798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -526799.687500 Penalty: 4337.107910
	Iteration 29Q: 3 clusters Score -526799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -526801.375000 Penalty: 4337.107910
	Iteration 30Q: 3 clusters Score -526801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -526802.312500 Penalty: 4337.107910
	Iteration 31Q: 3 clusters Score -526802.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -526802.312500 Penalty: 4337.107910
	Iteration 32F: 3 clusters Score -526802.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Entering Unmasked Estep 
Score: -2907853.000000 Penalty: 2587.120361
	Iteration 0F: 2 clusters Score -2907853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2884837.250000 Penalty: 5174.240723
	Iteration 0F: 3 clusters Score -2884837 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2893161.500000 Penalty: 5174.240723
	Iteration 1F: 3 clusters Score -2893162 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2893748.000000 Penalty: 5174.240723
	Iteration 2Q: 3 clusters Score -2893748 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2894327.000000 Penalty: 5174.240723
	Iteration 3Q: 3 clusters Score -2894327 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2894962.000000 Penalty: 5174.240723
	Iteration 4Q: 3 clusters Score -2894962 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2895763.750000 Penalty: 5174.240723
	Iteration 5Q: 3 clusters Score -2895764 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2896819.250000 Penalty: 5174.240723
	Iteration 6F: 3 clusters Score -2896819 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2898028.500000 Penalty: 5174.240723
	Iteration 7F: 3 clusters Score -2898028 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2899401.750000 Penalty: 5174.240723
	Iteration 8F: 3 clusters Score -2899402 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2900636.000000 Penalty: 5174.240723
	Iteration 9F: 3 clusters Score -2900636 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2901610.250000 Penalty: 5174.240723
	Iteration 10Q: 3 clusters Score -2901610 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2902225.750000 Penalty: 5174.240723
	Iteration 11Q: 3 clusters Score -2902226 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2902601.500000 Penalty: 5174.240723
	Iteration 12Q: 3 clusters Score -2902602 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2902853.000000 Penalty: 5174.240723
	Iteration 13Q: 3 clusters Score -2902853 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2903006.500000 Penalty: 5174.240723
	Iteration 14Q: 3 clusters Score -2903006 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2903174.250000 Penalty: 5174.240723
	Iteration 15Q: 3 clusters Score -2903174 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2903305.250000 Penalty: 5174.240723
	Iteration 16Q: 3 clusters Score -2903305 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -2903400.250000 Penalty: 5174.240723
	Iteration 17Q: 3 clusters Score -2903400 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -2903509.000000 Penalty: 5174.240723
	Iteration 18Q: 3 clusters Score -2903509 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2903625.000000 Penalty: 5174.240723
	Iteration 19Q: 3 clusters Score -2903625 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2903707.000000 Penalty: 5174.240723
	Iteration 20F: 3 clusters Score -2903707 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2903792.250000 Penalty: 5174.240723
	Iteration 21Q: 3 clusters Score -2903792 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2903872.500000 Penalty: 5174.240723
	Iteration 22Q: 3 clusters Score -2903872 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2903979.750000 Penalty: 5174.240723
	Iteration 23Q: 3 clusters Score -2903980 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2904090.000000 Penalty: 5174.240723
	Iteration 24Q: 3 clusters Score -2904090 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2904215.500000 Penalty: 5174.240723
	Iteration 25Q: 3 clusters Score -2904216 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2904361.750000 Penalty: 5174.240723
	Iteration 26Q: 3 clusters Score -2904362 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -2904484.500000 Penalty: 5174.240723
	Iteration 27Q: 3 clusters Score -2904484 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -2904610.500000 Penalty: 5174.240723
	Iteration 28Q: 3 clusters Score -2904610 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2904748.250000 Penalty: 5174.240723
	Iteration 29Q: 3 clusters Score -2904748 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2904900.500000 Penalty: 5174.240723
	Iteration 30Q: 3 clusters Score -2904900 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -2905039.750000 Penalty: 5174.240723
	Iteration 31Q: 3 clusters Score -2905040 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -2905172.000000 Penalty: 5174.240723
	Iteration 32Q: 3 clusters Score -2905172 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -2905292.000000 Penalty: 5174.240723
	Iteration 33Q: 3 clusters Score -2905292 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2905404.750000 Penalty: 5174.240723
	Iteration 34Q: 3 clusters Score -2905405 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -2905492.250000 Penalty: 5174.240723
	Iteration 35Q: 3 clusters Score -2905492 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -2905573.250000 Penalty: 5174.240723
	Iteration 36Q: 3 clusters Score -2905573 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -2905657.250000 Penalty: 5174.240723
	Iteration 37Q: 3 clusters Score -2905657 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -2905712.500000 Penalty: 5174.240723
	Iteration 38Q: 3 clusters Score -2905712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -2905751.500000 Penalty: 5174.240723
	Iteration 39Q: 3 clusters Score -2905752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -2905806.250000 Penalty: 5174.240723
	Iteration 40F: 3 clusters Score -2905806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2905859.750000 Penalty: 5174.240723
	Iteration 41Q: 3 clusters Score -2905860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -2905902.500000 Penalty: 5174.240723
	Iteration 42Q: 3 clusters Score -2905902 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -2905950.000000 Penalty: 5174.240723
	Iteration 43Q: 3 clusters Score -2905950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -2905992.000000 Penalty: 5174.240723
	Iteration 44Q: 3 clusters Score -2905992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -2906049.250000 Penalty: 5174.240723
	Iteration 45Q: 3 clusters Score -2906049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -2906097.250000 Penalty: 5174.240723
	Iteration 46Q: 3 clusters Score -2906097 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -2906132.250000 Penalty: 5174.240723
	Iteration 47Q: 3 clusters Score -2906132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -2906172.250000 Penalty: 5174.240723
	Iteration 48Q: 3 clusters Score -2906172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -2906214.750000 Penalty: 5174.240723
	Iteration 49Q: 3 clusters Score -2906215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -2906247.000000 Penalty: 5174.240723
	Iteration 50Q: 3 clusters Score -2906247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -2906270.000000 Penalty: 5174.240723
	Iteration 51Q: 3 clusters Score -2906270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -2906283.250000 Penalty: 5174.240723
	Iteration 52Q: 3 clusters Score -2906283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -2906304.750000 Penalty: 5174.240723
	Iteration 53Q: 3 clusters Score -2906305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -2906324.000000 Penalty: 5174.240723
	Iteration 54Q: 3 clusters Score -2906324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -2906337.250000 Penalty: 5174.240723
	Iteration 55Q: 3 clusters Score -2906337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -2906341.750000 Penalty: 5174.240723
	Iteration 56Q: 3 clusters Score -2906342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -2906347.500000 Penalty: 5174.240723
	Iteration 57Q: 3 clusters Score -2906348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -2906361.750000 Penalty: 5174.240723
	Iteration 58Q: 3 clusters Score -2906362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -2906359.750000 Penalty: 5174.240723
	Iteration 59Q: 3 clusters Score -2906360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -2906366.500000 Penalty: 5174.240723
	Iteration 60F: 3 clusters Score -2906366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -2906376.500000 Penalty: 5174.240723
	Iteration 61Q: 3 clusters Score -2906376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -2906379.500000 Penalty: 5174.240723
	Iteration 62Q: 3 clusters Score -2906380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2906383.250000 Penalty: 5174.240723
	Iteration 63Q: 3 clusters Score -2906383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -2906388.000000 Penalty: 5174.240723
	Iteration 64Q: 3 clusters Score -2906388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -2906386.750000 Penalty: 5174.240723
	Iteration 65Q: 3 clusters Score -2906387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -2906392.500000 Penalty: 5174.240723
	Iteration 66Q: 3 clusters Score -2906392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -2906392.500000 Penalty: 5174.240723
	Iteration 67Q: 3 clusters Score -2906392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -2906392.000000 Penalty: 5174.240723
	Iteration 68Q: 3 clusters Score -2906392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -2906394.750000 Penalty: 5174.240723
	Iteration 69Q: 3 clusters Score -2906395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -2906392.000000 Penalty: 5174.240723
	Iteration 70Q: 3 clusters Score -2906392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -2906392.500000 Penalty: 5174.240723
	Iteration 71Q: 3 clusters Score -2906392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -2906391.500000 Penalty: 5174.240723
	Iteration 72Q: 3 clusters Score -2906392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -2906392.000000 Penalty: 5174.240723
	Iteration 73Q: 3 clusters Score -2906392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -2906389.250000 Penalty: 5174.240723
	Iteration 74Q: 3 clusters Score -2906389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -2906395.500000 Penalty: 5174.240723
	Iteration 75Q: 3 clusters Score -2906396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -2906396.000000 Penalty: 5174.240723
	Iteration 76Q: 3 clusters Score -2906396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -2906392.000000 Penalty: 5174.240723
	Iteration 77Q: 3 clusters Score -2906392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -2906392.000000 Penalty: 5174.240723
	Iteration 78Q: 3 clusters Score -2906392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -2906395.500000 Penalty: 5174.240723
	Iteration 79Q: 3 clusters Score -2906396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -2906402.750000 Penalty: 5174.240723
	Iteration 80F: 3 clusters Score -2906403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -2906405.500000 Penalty: 5174.240723
	Iteration 81Q: 3 clusters Score -2906406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -2906407.750000 Penalty: 5174.240723
	Iteration 82Q: 3 clusters Score -2906408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2906409.000000 Penalty: 5174.240723
	Iteration 83Q: 3 clusters Score -2906409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2906404.500000 Penalty: 5174.240723
	Iteration 84Q: 3 clusters Score -2906404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -2906409.000000 Penalty: 5174.240723
	Iteration 85Q: 3 clusters Score -2906409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -2906407.000000 Penalty: 5174.240723
	Iteration 86Q: 3 clusters Score -2906407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -2906408.250000 Penalty: 5174.240723
	Iteration 87Q: 3 clusters Score -2906408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -2906409.500000 Penalty: 5174.240723
	Iteration 88Q: 3 clusters Score -2906410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -2906405.750000 Penalty: 5174.240723
	Iteration 89Q: 3 clusters Score -2906406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -2906405.750000 Penalty: 5174.240723
	Iteration 90Q: 3 clusters Score -2906406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -2906406.500000 Penalty: 5174.240723
	Iteration 91Q: 3 clusters Score -2906406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -2906409.000000 Penalty: 5174.240723
	Iteration 92Q: 3 clusters Score -2906409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -2906409.000000 Penalty: 5174.240723
	Iteration 93F: 3 clusters Score -2906409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Entering Unmasked Estep 
Score: -1424983.625000 Penalty: 2412.100830
	Iteration 0F: 2 clusters Score -1424984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1412917.875000 Penalty: 4824.201660
	Iteration 0F: 3 clusters Score -1412918 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1416997.375000 Penalty: 4824.201660
	Iteration 1F: 3 clusters Score -1416997 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1417565.500000 Penalty: 4824.201660
	Iteration 2F: 3 clusters Score -1417566 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1418135.625000 Penalty: 4824.201660
	Iteration 3F: 3 clusters Score -1418136 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1418740.375000 Penalty: 4824.201660
	Iteration 4F: 3 clusters Score -1418740 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1419337.750000 Penalty: 4824.201660
	Iteration 5F: 3 clusters Score -1419338 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1419967.375000 Penalty: 4824.201660
	Iteration 6F: 3 clusters Score -1419967 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1420647.625000 Penalty: 4824.201660
	Iteration 7F: 3 clusters Score -1420648 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1421243.625000 Penalty: 4824.201660
	Iteration 8F: 3 clusters Score -1421244 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1421650.875000 Penalty: 4824.201660
	Iteration 9Q: 3 clusters Score -1421651 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1421919.625000 Penalty: 4824.201660
	Iteration 10Q: 3 clusters Score -1421920 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1422109.625000 Penalty: 4824.201660
	Iteration 11Q: 3 clusters Score -1422110 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1422272.750000 Penalty: 4824.201660
	Iteration 12Q: 3 clusters Score -1422273 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1422414.125000 Penalty: 4824.201660
	Iteration 13Q: 3 clusters Score -1422414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1422561.250000 Penalty: 4824.201660
	Iteration 14Q: 3 clusters Score -1422561 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1422701.500000 Penalty: 4824.201660
	Iteration 15Q: 3 clusters Score -1422702 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1422859.375000 Penalty: 4824.201660
	Iteration 16Q: 3 clusters Score -1422859 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1423049.625000 Penalty: 4824.201660
	Iteration 17Q: 3 clusters Score -1423050 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1423244.500000 Penalty: 4824.201660
	Iteration 18Q: 3 clusters Score -1423244 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1423428.750000 Penalty: 4824.201660
	Iteration 19Q: 3 clusters Score -1423429 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1423622.125000 Penalty: 4824.201660
	Iteration 20F: 3 clusters Score -1423622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1423840.625000 Penalty: 4824.201660
	Iteration 21Q: 3 clusters Score -1423841 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1424095.875000 Penalty: 4824.201660
	Iteration 22Q: 3 clusters Score -1424096 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1424329.000000 Penalty: 4824.201660
	Iteration 23Q: 3 clusters Score -1424329 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1424535.625000 Penalty: 4824.201660
	Iteration 24Q: 3 clusters Score -1424536 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1424694.125000 Penalty: 4824.201660
	Iteration 25Q: 3 clusters Score -1424694 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1424800.500000 Penalty: 4824.201660
	Iteration 26Q: 3 clusters Score -1424800 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1424888.875000 Penalty: 4824.201660
	Iteration 27Q: 3 clusters Score -1424889 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1424939.750000 Penalty: 4824.201660
	Iteration 28Q: 3 clusters Score -1424940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1424978.500000 Penalty: 4824.201660
	Iteration 29Q: 3 clusters Score -1424978 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1425008.500000 Penalty: 4824.201660
	Iteration 30Q: 3 clusters Score -1425008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1425028.125000 Penalty: 4824.201660
	Iteration 31Q: 3 clusters Score -1425028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1425036.250000 Penalty: 4824.201660
	Iteration 32Q: 3 clusters Score -1425036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1425039.500000 Penalty: 4824.201660
	Iteration 33Q: 3 clusters Score -1425040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1425047.375000 Penalty: 4824.201660
	Iteration 34Q: 3 clusters Score -1425047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1425052.125000 Penalty: 4824.201660
	Iteration 35Q: 3 clusters Score -1425052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1425054.000000 Penalty: 4824.201660
	Iteration 36Q: 3 clusters Score -1425054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1425062.000000 Penalty: 4824.201660
	Iteration 37Q: 3 clusters Score -1425062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1425062.875000 Penalty: 4824.201660
	Iteration 38Q: 3 clusters Score -1425063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1425063.500000 Penalty: 4824.201660
	Iteration 39Q: 3 clusters Score -1425064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1425067.000000 Penalty: 4824.201660
	Iteration 40F: 3 clusters Score -1425067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1425068.500000 Penalty: 4824.201660
	Iteration 41Q: 3 clusters Score -1425068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1425067.750000 Penalty: 4824.201660
	Iteration 42Q: 3 clusters Score -1425068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1425067.250000 Penalty: 4824.201660
	Iteration 43Q: 3 clusters Score -1425067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1425067.875000 Penalty: 4824.201660
	Iteration 44Q: 3 clusters Score -1425068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1425070.750000 Penalty: 4824.201660
	Iteration 45Q: 3 clusters Score -1425071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1425075.875000 Penalty: 4824.201660
	Iteration 46Q: 3 clusters Score -1425076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1425072.000000 Penalty: 4824.201660
	Iteration 47Q: 3 clusters Score -1425072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1425074.375000 Penalty: 4824.201660
	Iteration 48Q: 3 clusters Score -1425074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1425074.250000 Penalty: 4824.201660
	Iteration 49Q: 3 clusters Score -1425074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1425074.625000 Penalty: 4824.201660
	Iteration 50Q: 3 clusters Score -1425075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1425074.000000 Penalty: 4824.201660
	Iteration 51Q: 3 clusters Score -1425074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1425074.000000 Penalty: 4824.201660
	Iteration 52F: 3 clusters Score -1425074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 10668 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 415315 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 34701 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 6083 members 
Entering Unmasked Estep 
Score: -112962128.000000 Penalty: 101416.195312
Splitting cluster 12 changes total score from -112963088.000000 to -112962128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Entering Unmasked Estep 
Score: -489191.000000 Penalty: 2156.900391
	Iteration 0F: 2 clusters Score -489191 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 2969 members 
Entering Unmasked Estep 
Score: -484055.781250 Penalty: 4313.800781
	Iteration 0F: 3 clusters Score -484055.8 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -485415.812500 Penalty: 4313.800781
	Iteration 1F: 3 clusters Score -485415.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -485746.000000 Penalty: 4313.800781
	Iteration 2F: 3 clusters Score -485746 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -486143.250000 Penalty: 4313.800781
	Iteration 3F: 3 clusters Score -486143.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -486705.656250 Penalty: 4313.800781
	Iteration 4F: 3 clusters Score -486705.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -487520.406250 Penalty: 4313.800781
	Iteration 5F: 3 clusters Score -487520.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -488631.218750 Penalty: 4313.800781
	Iteration 6F: 3 clusters Score -488631.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -490131.625000 Penalty: 4313.800781
	Iteration 7F: 3 clusters Score -490131.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -491910.593750 Penalty: 4313.800781
	Iteration 8F: 3 clusters Score -491910.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -493391.906250 Penalty: 4313.800781
	Iteration 9Q: 3 clusters Score -493391.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -493509.218750 Penalty: 4313.800781
	Iteration 10Q: 3 clusters Score -493509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -493520.593750 Penalty: 4313.800781
	Iteration 11Q: 3 clusters Score -493520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -493526.843750 Penalty: 4313.800781
	Iteration 12Q: 3 clusters Score -493526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -493530.375000 Penalty: 4313.800781
	Iteration 13Q: 3 clusters Score -493530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -493531.562500 Penalty: 4313.800781
	Iteration 14Q: 3 clusters Score -493531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -493531.562500 Penalty: 4313.800781
	Iteration 15F: 3 clusters Score -493531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 415315 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 34701 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2954 members 
Entering Unmasked Estep 
Score: -112966056.000000 Penalty: 101416.195312
Splitting cluster 13 changes total score from -112963088.000000 to -112966056.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -563845.062500 Penalty: 2190.010986
	Iteration 0F: 2 clusters Score -563845.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -558191.687500 Penalty: 4380.021973
	Iteration 0F: 3 clusters Score -558191.7 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -559817.000000 Penalty: 4380.021973
	Iteration 1F: 3 clusters Score -559817 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -560190.437500 Penalty: 4380.021973
	Iteration 2F: 3 clusters Score -560190.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -560490.625000 Penalty: 4380.021973
	Iteration 3F: 3 clusters Score -560490.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -560810.312500 Penalty: 4380.021973
	Iteration 4F: 3 clusters Score -560810.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -561223.500000 Penalty: 4380.021973
	Iteration 5F: 3 clusters Score -561223.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -561668.375000 Penalty: 4380.021973
	Iteration 6F: 3 clusters Score -561668.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -562025.125000 Penalty: 4380.021973
	Iteration 7F: 3 clusters Score -562025.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -562268.562500 Penalty: 4380.021973
	Iteration 8Q: 3 clusters Score -562268.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -562432.625000 Penalty: 4380.021973
	Iteration 9Q: 3 clusters Score -562432.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -562545.500000 Penalty: 4380.021973
	Iteration 10Q: 3 clusters Score -562545.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -562616.187500 Penalty: 4380.021973
	Iteration 11Q: 3 clusters Score -562616.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -562665.375000 Penalty: 4380.021973
	Iteration 12Q: 3 clusters Score -562665.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -562714.875000 Penalty: 4380.021973
	Iteration 13Q: 3 clusters Score -562714.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -562770.625000 Penalty: 4380.021973
	Iteration 14Q: 3 clusters Score -562770.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -562832.750000 Penalty: 4380.021973
	Iteration 15Q: 3 clusters Score -562832.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -562915.187500 Penalty: 4380.021973
	Iteration 16Q: 3 clusters Score -562915.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -563004.812500 Penalty: 4380.021973
	Iteration 17Q: 3 clusters Score -563004.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -563103.812500 Penalty: 4380.021973
	Iteration 18Q: 3 clusters Score -563103.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -563188.687500 Penalty: 4380.021973
	Iteration 19Q: 3 clusters Score -563188.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -563270.750000 Penalty: 4380.021973
	Iteration 20F: 3 clusters Score -563270.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -563357.125000 Penalty: 4380.021973
	Iteration 21Q: 3 clusters Score -563357.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -563417.437500 Penalty: 4380.021973
	Iteration 22Q: 3 clusters Score -563417.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -563456.250000 Penalty: 4380.021973
	Iteration 23Q: 3 clusters Score -563456.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -563486.625000 Penalty: 4380.021973
	Iteration 24Q: 3 clusters Score -563486.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -563510.625000 Penalty: 4380.021973
	Iteration 25Q: 3 clusters Score -563510.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -563523.750000 Penalty: 4380.021973
	Iteration 26Q: 3 clusters Score -563523.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -563534.562500 Penalty: 4380.021973
	Iteration 27Q: 3 clusters Score -563534.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -563541.375000 Penalty: 4380.021973
	Iteration 28Q: 3 clusters Score -563541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -563546.375000 Penalty: 4380.021973
	Iteration 29Q: 3 clusters Score -563546.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -563550.062500 Penalty: 4380.021973
	Iteration 30Q: 3 clusters Score -563550.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -563551.937500 Penalty: 4380.021973
	Iteration 31Q: 3 clusters Score -563551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -563553.812500 Penalty: 4380.021973
	Iteration 32Q: 3 clusters Score -563553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -563555.312500 Penalty: 4380.021973
	Iteration 33Q: 3 clusters Score -563555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -563556.125000 Penalty: 4380.021973
	Iteration 34Q: 3 clusters Score -563556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -563556.625000 Penalty: 4380.021973
	Iteration 35Q: 3 clusters Score -563556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -563556.625000 Penalty: 4380.021973
	Iteration 36F: 3 clusters Score -563556.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -249679.953125 Penalty: 1983.753784
	Iteration 0F: 2 clusters Score -249680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -246408.031250 Penalty: 3967.507568
	Iteration 0F: 3 clusters Score -246408 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -247080.390625 Penalty: 3967.507568
	Iteration 1F: 3 clusters Score -247080.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -247248.312500 Penalty: 3967.507568
	Iteration 2F: 3 clusters Score -247248.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -247323.343750 Penalty: 3967.507568
	Iteration 3Q: 3 clusters Score -247323.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -247373.359375 Penalty: 3967.507568
	Iteration 4Q: 3 clusters Score -247373.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -247426.531250 Penalty: 3967.507568
	Iteration 5Q: 3 clusters Score -247426.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -247470.281250 Penalty: 3967.507568
	Iteration 6Q: 3 clusters Score -247470.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -247491.656250 Penalty: 3967.507568
	Iteration 7Q: 3 clusters Score -247491.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -247511.343750 Penalty: 3967.507568
	Iteration 8Q: 3 clusters Score -247511.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -247528.046875 Penalty: 3967.507568
	Iteration 9Q: 3 clusters Score -247528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -247544.265625 Penalty: 3967.507568
	Iteration 10Q: 3 clusters Score -247544.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -247564.546875 Penalty: 3967.507568
	Iteration 11Q: 3 clusters Score -247564.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -247588.296875 Penalty: 3967.507568
	Iteration 12Q: 3 clusters Score -247588.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -247614.750000 Penalty: 3967.507568
	Iteration 13Q: 3 clusters Score -247614.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -247646.078125 Penalty: 3967.507568
	Iteration 14Q: 3 clusters Score -247646.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -247687.921875 Penalty: 3967.507568
	Iteration 15Q: 3 clusters Score -247687.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -247733.281250 Penalty: 3967.507568
	Iteration 16Q: 3 clusters Score -247733.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -247785.781250 Penalty: 3967.507568
	Iteration 17Q: 3 clusters Score -247785.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -247849.359375 Penalty: 3967.507568
	Iteration 18Q: 3 clusters Score -247849.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -247908.625000 Penalty: 3967.507568
	Iteration 19Q: 3 clusters Score -247908.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -247966.843750 Penalty: 3967.507568
	Iteration 20F: 3 clusters Score -247966.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -248027.343750 Penalty: 3967.507568
	Iteration 21Q: 3 clusters Score -248027.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -248094.468750 Penalty: 3967.507568
	Iteration 22Q: 3 clusters Score -248094.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -248148.890625 Penalty: 3967.507568
	Iteration 23Q: 3 clusters Score -248148.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -248188.281250 Penalty: 3967.507568
	Iteration 24Q: 3 clusters Score -248188.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -248217.406250 Penalty: 3967.507568
	Iteration 25Q: 3 clusters Score -248217.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -248244.453125 Penalty: 3967.507568
	Iteration 26Q: 3 clusters Score -248244.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -248268.187500 Penalty: 3967.507568
	Iteration 27Q: 3 clusters Score -248268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -248284.968750 Penalty: 3967.507568
	Iteration 28Q: 3 clusters Score -248285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -248299.187500 Penalty: 3967.507568
	Iteration 29Q: 3 clusters Score -248299.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -248312.609375 Penalty: 3967.507568
	Iteration 30Q: 3 clusters Score -248312.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -248325.234375 Penalty: 3967.507568
	Iteration 31Q: 3 clusters Score -248325.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -248338.515625 Penalty: 3967.507568
	Iteration 32Q: 3 clusters Score -248338.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -248354.125000 Penalty: 3967.507568
	Iteration 33Q: 3 clusters Score -248354.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -248368.890625 Penalty: 3967.507568
	Iteration 34Q: 3 clusters Score -248368.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -248388.671875 Penalty: 3967.507568
	Iteration 35Q: 3 clusters Score -248388.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -248415.578125 Penalty: 3967.507568
	Iteration 36Q: 3 clusters Score -248415.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -248455.421875 Penalty: 3967.507568
	Iteration 37Q: 3 clusters Score -248455.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -248554.656250 Penalty: 3967.507568
	Iteration 38Q: 3 clusters Score -248554.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -248747.640625 Penalty: 3967.507568
	Iteration 39Q: 3 clusters Score -248747.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -248925.406250 Penalty: 3967.507568
	Iteration 40F: 3 clusters Score -248925.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -248971.656250 Penalty: 3967.507568
	Iteration 41Q: 3 clusters Score -248971.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -248986.640625 Penalty: 3967.507568
	Iteration 42Q: 3 clusters Score -248986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -248989.046875 Penalty: 3967.507568
	Iteration 43Q: 3 clusters Score -248989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -248990.906250 Penalty: 3967.507568
	Iteration 44Q: 3 clusters Score -248990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -248993.250000 Penalty: 3967.507568
	Iteration 45Q: 3 clusters Score -248993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -248995.281250 Penalty: 3967.507568
	Iteration 46Q: 3 clusters Score -248995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -248997.203125 Penalty: 3967.507568
	Iteration 47Q: 3 clusters Score -248997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -248998.062500 Penalty: 3967.507568
	Iteration 48Q: 3 clusters Score -248998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -248998.953125 Penalty: 3967.507568
	Iteration 49Q: 3 clusters Score -248999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -249000.140625 Penalty: 3967.507568
	Iteration 50Q: 3 clusters Score -249000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -249002.375000 Penalty: 3967.507568
	Iteration 51Q: 3 clusters Score -249002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -249006.656250 Penalty: 3967.507568
	Iteration 52Q: 3 clusters Score -249006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -249008.437500 Penalty: 3967.507568
	Iteration 53Q: 3 clusters Score -249008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -249009.796875 Penalty: 3967.507568
	Iteration 54Q: 3 clusters Score -249009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -249010.234375 Penalty: 3967.507568
	Iteration 55Q: 3 clusters Score -249010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -249010.437500 Penalty: 3967.507568
	Iteration 56Q: 3 clusters Score -249010.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -249010.437500 Penalty: 3967.507568
	Iteration 57F: 3 clusters Score -249010.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Entering Unmasked Estep 
Score: -360425.843750 Penalty: 2126.995117
	Iteration 0F: 2 clusters Score -360425.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -355835.281250 Penalty: 4253.990234
	Iteration 0F: 3 clusters Score -355835.3 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -357295.218750 Penalty: 4253.990234
	Iteration 1F: 3 clusters Score -357295.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -357962.531250 Penalty: 4253.990234
	Iteration 2F: 3 clusters Score -357962.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -358521.593750 Penalty: 4253.990234
	Iteration 3F: 3 clusters Score -358521.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -358967.156250 Penalty: 4253.990234
	Iteration 4F: 3 clusters Score -358967.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -359304.937500 Penalty: 4253.990234
	Iteration 5F: 3 clusters Score -359304.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -359484.437500 Penalty: 4253.990234
	Iteration 6Q: 3 clusters Score -359484.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -359594.531250 Penalty: 4253.990234
	Iteration 7Q: 3 clusters Score -359594.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -359662.312500 Penalty: 4253.990234
	Iteration 8Q: 3 clusters Score -359662.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -359719.031250 Penalty: 4253.990234
	Iteration 9Q: 3 clusters Score -359719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -359771.875000 Penalty: 4253.990234
	Iteration 10Q: 3 clusters Score -359771.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -359812.343750 Penalty: 4253.990234
	Iteration 11Q: 3 clusters Score -359812.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -359849.281250 Penalty: 4253.990234
	Iteration 12Q: 3 clusters Score -359849.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -359887.250000 Penalty: 4253.990234
	Iteration 13Q: 3 clusters Score -359887.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -359906.000000 Penalty: 4253.990234
	Iteration 14Q: 3 clusters Score -359906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -359922.156250 Penalty: 4253.990234
	Iteration 15Q: 3 clusters Score -359922.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -359932.125000 Penalty: 4253.990234
	Iteration 16Q: 3 clusters Score -359932.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -359941.968750 Penalty: 4253.990234
	Iteration 17Q: 3 clusters Score -359942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -359948.687500 Penalty: 4253.990234
	Iteration 18Q: 3 clusters Score -359948.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -359960.562500 Penalty: 4253.990234
	Iteration 19Q: 3 clusters Score -359960.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -359973.500000 Penalty: 4253.990234
	Iteration 20F: 3 clusters Score -359973.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -359985.156250 Penalty: 4253.990234
	Iteration 21Q: 3 clusters Score -359985.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -359990.718750 Penalty: 4253.990234
	Iteration 22Q: 3 clusters Score -359990.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -360000.093750 Penalty: 4253.990234
	Iteration 23Q: 3 clusters Score -360000.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -360007.687500 Penalty: 4253.990234
	Iteration 24Q: 3 clusters Score -360007.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -360017.687500 Penalty: 4253.990234
	Iteration 25Q: 3 clusters Score -360017.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -360024.125000 Penalty: 4253.990234
	Iteration 26Q: 3 clusters Score -360024.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -360028.031250 Penalty: 4253.990234
	Iteration 27Q: 3 clusters Score -360028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -360034.031250 Penalty: 4253.990234
	Iteration 28Q: 3 clusters Score -360034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -360039.937500 Penalty: 4253.990234
	Iteration 29Q: 3 clusters Score -360039.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -360046.468750 Penalty: 4253.990234
	Iteration 30Q: 3 clusters Score -360046.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -360056.593750 Penalty: 4253.990234
	Iteration 31Q: 3 clusters Score -360056.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -360069.531250 Penalty: 4253.990234
	Iteration 32Q: 3 clusters Score -360069.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -360083.218750 Penalty: 4253.990234
	Iteration 33Q: 3 clusters Score -360083.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -360098.687500 Penalty: 4253.990234
	Iteration 34Q: 3 clusters Score -360098.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -360107.687500 Penalty: 4253.990234
	Iteration 35Q: 3 clusters Score -360107.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -360113.125000 Penalty: 4253.990234
	Iteration 36Q: 3 clusters Score -360113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -360116.843750 Penalty: 4253.990234
	Iteration 37Q: 3 clusters Score -360116.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -360120.781250 Penalty: 4253.990234
	Iteration 38Q: 3 clusters Score -360120.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -360123.375000 Penalty: 4253.990234
	Iteration 39Q: 3 clusters Score -360123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -360125.281250 Penalty: 4253.990234
	Iteration 40F: 3 clusters Score -360125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -360126.343750 Penalty: 4253.990234
	Iteration 41Q: 3 clusters Score -360126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -360126.781250 Penalty: 4253.990234
	Iteration 42Q: 3 clusters Score -360126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -360126.906250 Penalty: 4253.990234
	Iteration 43Q: 3 clusters Score -360126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -360126.906250 Penalty: 4253.990234
	Iteration 44F: 3 clusters Score -360126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (415315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415315 members 
Entering Unmasked Estep 
Score: -36428832.000000 Penalty: 3208.324463
	Iteration 0F: 2 clusters Score -3.642883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207788 members 
Mstep: Class 2 contains 207527 members 
Entering Unmasked Estep 
Score: -36148124.000000 Penalty: 6416.648926
	Iteration 0F: 3 clusters Score -3.614812e+07 nChanged 201879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211659 members 
Mstep: Class 2 contains 203656 members 
Entering Unmasked Estep 
Score: -36268148.000000 Penalty: 6416.648926
	Iteration 1F: 3 clusters Score -3.626815e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214389 members 
Mstep: Class 2 contains 200926 members 
Entering Unmasked Estep 
Score: -36269868.000000 Penalty: 6416.648926
	Iteration 2Q: 3 clusters Score -3.626987e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218997 members 
Mstep: Class 2 contains 196318 members 
Entering Unmasked Estep 
Score: -36272108.000000 Penalty: 6416.648926
	Iteration 3Q: 3 clusters Score -3.627211e+07 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226546 members 
Mstep: Class 2 contains 188769 members 
Entering Unmasked Estep 
Score: -36276220.000000 Penalty: 6416.648926
	Iteration 4Q: 3 clusters Score -3.627622e+07 nChanged 18781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238319 members 
Mstep: Class 2 contains 176996 members 
Entering Unmasked Estep 
Score: -36285148.000000 Penalty: 6416.648926
	Iteration 5Q: 3 clusters Score -3.628515e+07 nChanged 25360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255441 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -36300320.000000 Penalty: 6416.648926
	Iteration 6F: 3 clusters Score -3.630032e+07 nChanged 31317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277320 members 
Mstep: Class 2 contains 137995 members 
Entering Unmasked Estep 
Score: -36323320.000000 Penalty: 6416.648926
	Iteration 7F: 3 clusters Score -3.632332e+07 nChanged 32919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300435 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -36348928.000000 Penalty: 6416.648926
	Iteration 8F: 3 clusters Score -3.634893e+07 nChanged 28156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319125 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -36372632.000000 Penalty: 6416.648926
	Iteration 9F: 3 clusters Score -3.637263e+07 nChanged 21305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331082 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -36395412.000000 Penalty: 6416.648926
	Iteration 10F: 3 clusters Score -3.639541e+07 nChanged 15626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336294 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -36415948.000000 Penalty: 6416.648926
	Iteration 11Q: 3 clusters Score -3.641595e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337772 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -36424732.000000 Penalty: 6416.648926
	Iteration 12Q: 3 clusters Score -3.642473e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338993 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -36427712.000000 Penalty: 6416.648926
	Iteration 13Q: 3 clusters Score -3.642771e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340086 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -36428872.000000 Penalty: 6416.648926
	Iteration 14Q: 3 clusters Score -3.642887e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341032 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -36429208.000000 Penalty: 6416.648926
	Iteration 15Q: 3 clusters Score -3.642921e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341905 members 
Mstep: Class 2 contains 73410 members 
Entering Unmasked Estep 
Score: -36429456.000000 Penalty: 6416.648926
	Iteration 16Q: 3 clusters Score -3.642946e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342684 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -36429592.000000 Penalty: 6416.648926
	Iteration 17Q: 3 clusters Score -3.642959e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343364 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -36429780.000000 Penalty: 6416.648926
	Iteration 18Q: 3 clusters Score -3.642978e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343964 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -36429884.000000 Penalty: 6416.648926
	Iteration 19Q: 3 clusters Score -3.642988e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344501 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -36429900.000000 Penalty: 6416.648926
	Iteration 20F: 3 clusters Score -3.64299e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344968 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -36429844.000000 Penalty: 6416.648926
	Iteration 21Q: 3 clusters Score -3.642984e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345397 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -36429832.000000 Penalty: 6416.648926
	Iteration 22Q: 3 clusters Score -3.642983e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345767 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -36429768.000000 Penalty: 6416.648926
	Iteration 23Q: 3 clusters Score -3.642977e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346105 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -36429656.000000 Penalty: 6416.648926
	Iteration 24Q: 3 clusters Score -3.642966e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346375 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -36429748.000000 Penalty: 6416.648926
	Iteration 25Q: 3 clusters Score -3.642975e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346627 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -36429740.000000 Penalty: 6416.648926
	Iteration 26Q: 3 clusters Score -3.642974e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346845 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -36429752.000000 Penalty: 6416.648926
	Iteration 27Q: 3 clusters Score -3.642975e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347063 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -36429728.000000 Penalty: 6416.648926
	Iteration 28Q: 3 clusters Score -3.642973e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347246 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -36429768.000000 Penalty: 6416.648926
	Iteration 29Q: 3 clusters Score -3.642977e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347426 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -36429764.000000 Penalty: 6416.648926
	Iteration 30Q: 3 clusters Score -3.642976e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347595 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -36429852.000000 Penalty: 6416.648926
	Iteration 31Q: 3 clusters Score -3.642985e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347750 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -36429808.000000 Penalty: 6416.648926
	Iteration 32Q: 3 clusters Score -3.642981e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347906 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -36429856.000000 Penalty: 6416.648926
	Iteration 33Q: 3 clusters Score -3.642986e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348057 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -36429892.000000 Penalty: 6416.648926
	Iteration 34Q: 3 clusters Score -3.642989e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348195 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -36429948.000000 Penalty: 6416.648926
	Iteration 35Q: 3 clusters Score -3.642995e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348329 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -36429992.000000 Penalty: 6416.648926
	Iteration 36Q: 3 clusters Score -3.642999e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348455 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -36429988.000000 Penalty: 6416.648926
	Iteration 37Q: 3 clusters Score -3.642999e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348579 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -36429992.000000 Penalty: 6416.648926
	Iteration 38Q: 3 clusters Score -3.642999e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348688 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -36430028.000000 Penalty: 6416.648926
	Iteration 39Q: 3 clusters Score -3.643003e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348789 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -36430024.000000 Penalty: 6416.648926
	Iteration 40F: 3 clusters Score -3.643002e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348878 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -36430036.000000 Penalty: 6416.648926
	Iteration 41Q: 3 clusters Score -3.643004e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348953 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -36430024.000000 Penalty: 6416.648926
	Iteration 42Q: 3 clusters Score -3.643002e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349023 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -36430064.000000 Penalty: 6416.648926
	Iteration 43Q: 3 clusters Score -3.643006e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349098 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -36430108.000000 Penalty: 6416.648926
	Iteration 44Q: 3 clusters Score -3.643011e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349169 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -36430132.000000 Penalty: 6416.648926
	Iteration 45Q: 3 clusters Score -3.643013e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349247 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -36430164.000000 Penalty: 6416.648926
	Iteration 46Q: 3 clusters Score -3.643016e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349317 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -36430116.000000 Penalty: 6416.648926
	Iteration 47Q: 3 clusters Score -3.643012e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349379 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -36430124.000000 Penalty: 6416.648926
	Iteration 48Q: 3 clusters Score -3.643012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349445 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -36430140.000000 Penalty: 6416.648926
	Iteration 49Q: 3 clusters Score -3.643014e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349503 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -36430192.000000 Penalty: 6416.648926
	Iteration 50Q: 3 clusters Score -3.643019e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349559 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -36430208.000000 Penalty: 6416.648926
	Iteration 51Q: 3 clusters Score -3.643021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349603 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -36430220.000000 Penalty: 6416.648926
	Iteration 52Q: 3 clusters Score -3.643022e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349661 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -36430216.000000 Penalty: 6416.648926
	Iteration 53Q: 3 clusters Score -3.643022e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349731 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -36430240.000000 Penalty: 6416.648926
	Iteration 54Q: 3 clusters Score -3.643024e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349800 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -36430212.000000 Penalty: 6416.648926
	Iteration 55Q: 3 clusters Score -3.643021e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349859 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -36430228.000000 Penalty: 6416.648926
	Iteration 56Q: 3 clusters Score -3.643023e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349923 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
Score: -36430252.000000 Penalty: 6416.648926
	Iteration 57Q: 3 clusters Score -3.643025e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349988 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -36430192.000000 Penalty: 6416.648926
	Iteration 58Q: 3 clusters Score -3.643019e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350039 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -36430232.000000 Penalty: 6416.648926
	Iteration 59Q: 3 clusters Score -3.643023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350089 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -36430280.000000 Penalty: 6416.648926
	Iteration 60F: 3 clusters Score -3.643028e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350143 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -36430244.000000 Penalty: 6416.648926
	Iteration 61Q: 3 clusters Score -3.643024e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350189 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -36430284.000000 Penalty: 6416.648926
	Iteration 62Q: 3 clusters Score -3.643028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350226 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -36430272.000000 Penalty: 6416.648926
	Iteration 63Q: 3 clusters Score -3.643027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350265 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -36430260.000000 Penalty: 6416.648926
	Iteration 64Q: 3 clusters Score -3.643026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350301 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -36430224.000000 Penalty: 6416.648926
	Iteration 65Q: 3 clusters Score -3.643022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350342 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -36430228.000000 Penalty: 6416.648926
	Iteration 66Q: 3 clusters Score -3.643023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350382 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -36430228.000000 Penalty: 6416.648926
	Iteration 67Q: 3 clusters Score -3.643023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350432 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -36430276.000000 Penalty: 6416.648926
	Iteration 68Q: 3 clusters Score -3.643028e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350472 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -36430280.000000 Penalty: 6416.648926
	Iteration 69Q: 3 clusters Score -3.643028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350507 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -36430288.000000 Penalty: 6416.648926
	Iteration 70Q: 3 clusters Score -3.643029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350543 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -36430300.000000 Penalty: 6416.648926
	Iteration 71Q: 3 clusters Score -3.64303e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350587 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -36430304.000000 Penalty: 6416.648926
	Iteration 72Q: 3 clusters Score -3.64303e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350627 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -36430288.000000 Penalty: 6416.648926
	Iteration 73Q: 3 clusters Score -3.643029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350660 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -36430284.000000 Penalty: 6416.648926
	Iteration 74Q: 3 clusters Score -3.643028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350702 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -36430272.000000 Penalty: 6416.648926
	Iteration 75Q: 3 clusters Score -3.643027e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350747 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -36430288.000000 Penalty: 6416.648926
	Iteration 76Q: 3 clusters Score -3.643029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350784 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -36430272.000000 Penalty: 6416.648926
	Iteration 77Q: 3 clusters Score -3.643027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350812 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -36430252.000000 Penalty: 6416.648926
	Iteration 78Q: 3 clusters Score -3.643025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350830 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -36430268.000000 Penalty: 6416.648926
	Iteration 79Q: 3 clusters Score -3.643027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350852 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -36430268.000000 Penalty: 6416.648926
	Iteration 80F: 3 clusters Score -3.643027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350870 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -36430224.000000 Penalty: 6416.648926
	Iteration 81Q: 3 clusters Score -3.643022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350883 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -36430284.000000 Penalty: 6416.648926
	Iteration 82Q: 3 clusters Score -3.643028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350895 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -36430252.000000 Penalty: 6416.648926
	Iteration 83Q: 3 clusters Score -3.643025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350904 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -36430240.000000 Penalty: 6416.648926
	Iteration 84Q: 3 clusters Score -3.643024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350910 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -36430256.000000 Penalty: 6416.648926
	Iteration 85Q: 3 clusters Score -3.643026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350921 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -36430240.000000 Penalty: 6416.648926
	Iteration 86Q: 3 clusters Score -3.643024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350930 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -36430244.000000 Penalty: 6416.648926
	Iteration 87Q: 3 clusters Score -3.643024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350941 members 
Mstep: Class 2 contains 64374 members 
Entering Unmasked Estep 
Score: -36430248.000000 Penalty: 6416.648926
	Iteration 88Q: 3 clusters Score -3.643025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350954 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -36430236.000000 Penalty: 6416.648926
	Iteration 89Q: 3 clusters Score -3.643024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350972 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -36430276.000000 Penalty: 6416.648926
	Iteration 90Q: 3 clusters Score -3.643028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350984 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -36430272.000000 Penalty: 6416.648926
	Iteration 91Q: 3 clusters Score -3.643027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350993 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -36430256.000000 Penalty: 6416.648926
	Iteration 92Q: 3 clusters Score -3.643026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351008 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -36430264.000000 Penalty: 6416.648926
	Iteration 93Q: 3 clusters Score -3.643026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351022 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -36430288.000000 Penalty: 6416.648926
	Iteration 94Q: 3 clusters Score -3.643029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351030 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -36430272.000000 Penalty: 6416.648926
	Iteration 95Q: 3 clusters Score -3.643027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351034 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -36430252.000000 Penalty: 6416.648926
	Iteration 96Q: 3 clusters Score -3.643025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351038 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -36430264.000000 Penalty: 6416.648926
	Iteration 97Q: 3 clusters Score -3.643026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351039 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -36430256.000000 Penalty: 6416.648926
	Iteration 98Q: 3 clusters Score -3.643026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351041 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -36430260.000000 Penalty: 6416.648926
	Iteration 99Q: 3 clusters Score -3.643026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351042 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -36430292.000000 Penalty: 6416.648926
	Iteration 100F: 3 clusters Score -3.643029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351043 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -36430284.000000 Penalty: 6416.648926
	Iteration 101Q: 3 clusters Score -3.643028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351045 members 
Mstep: Class 2 contains 64270 members 
Entering Unmasked Estep 
Score: -36430264.000000 Penalty: 6416.648926
	Iteration 102Q: 3 clusters Score -3.643026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351048 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -36430268.000000 Penalty: 6416.648926
	Iteration 103Q: 3 clusters Score -3.643027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351050 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -36430272.000000 Penalty: 6416.648926
	Iteration 104Q: 3 clusters Score -3.643027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351052 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -36430264.000000 Penalty: 6416.648926
	Iteration 105Q: 3 clusters Score -3.643026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351056 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -36430264.000000 Penalty: 6416.648926
	Iteration 106Q: 3 clusters Score -3.643026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351057 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -36430260.000000 Penalty: 6416.648926
	Iteration 107Q: 3 clusters Score -3.643026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351057 members 
Mstep: Class 2 contains 64258 members 
Entering Unmasked Estep 
Score: -36430260.000000 Penalty: 6416.648926
	Iteration 108F: 3 clusters Score -3.643026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 351057 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 34701 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 64258 members 
Entering Unmasked Estep 
Score: -112968488.000000 Penalty: 104913.304688
Splitting cluster 17 changes total score from -112963088.000000 to -112968488.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -723116.000000 Penalty: 2235.613037
	Iteration 0F: 2 clusters Score -723116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -716609.187500 Penalty: 4471.226074
	Iteration 0F: 3 clusters Score -716609.2 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -718514.562500 Penalty: 4471.226074
	Iteration 1F: 3 clusters Score -718514.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -718816.187500 Penalty: 4471.226074
	Iteration 2F: 3 clusters Score -718816.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -719005.312500 Penalty: 4471.226074
	Iteration 3F: 3 clusters Score -719005.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -719153.375000 Penalty: 4471.226074
	Iteration 4Q: 3 clusters Score -719153.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -719288.000000 Penalty: 4471.226074
	Iteration 5Q: 3 clusters Score -719288 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -719389.187500 Penalty: 4471.226074
	Iteration 6Q: 3 clusters Score -719389.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -719464.687500 Penalty: 4471.226074
	Iteration 7Q: 3 clusters Score -719464.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -719529.312500 Penalty: 4471.226074
	Iteration 8Q: 3 clusters Score -719529.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -719572.312500 Penalty: 4471.226074
	Iteration 9Q: 3 clusters Score -719572.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -719612.812500 Penalty: 4471.226074
	Iteration 10Q: 3 clusters Score -719612.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -719655.187500 Penalty: 4471.226074
	Iteration 11Q: 3 clusters Score -719655.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -719695.812500 Penalty: 4471.226074
	Iteration 12Q: 3 clusters Score -719695.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -719737.000000 Penalty: 4471.226074
	Iteration 13Q: 3 clusters Score -719737 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -719781.687500 Penalty: 4471.226074
	Iteration 14Q: 3 clusters Score -719781.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -719826.812500 Penalty: 4471.226074
	Iteration 15Q: 3 clusters Score -719826.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -719880.312500 Penalty: 4471.226074
	Iteration 16Q: 3 clusters Score -719880.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -719929.125000 Penalty: 4471.226074
	Iteration 17Q: 3 clusters Score -719929.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -719987.875000 Penalty: 4471.226074
	Iteration 18Q: 3 clusters Score -719987.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -720055.312500 Penalty: 4471.226074
	Iteration 19Q: 3 clusters Score -720055.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -720134.625000 Penalty: 4471.226074
	Iteration 20F: 3 clusters Score -720134.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -720217.312500 Penalty: 4471.226074
	Iteration 21Q: 3 clusters Score -720217.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -720312.250000 Penalty: 4471.226074
	Iteration 22Q: 3 clusters Score -720312.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -720416.562500 Penalty: 4471.226074
	Iteration 23Q: 3 clusters Score -720416.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -720513.250000 Penalty: 4471.226074
	Iteration 24Q: 3 clusters Score -720513.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -720600.312500 Penalty: 4471.226074
	Iteration 25Q: 3 clusters Score -720600.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -720675.062500 Penalty: 4471.226074
	Iteration 26Q: 3 clusters Score -720675.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -720726.562500 Penalty: 4471.226074
	Iteration 27Q: 3 clusters Score -720726.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -720771.750000 Penalty: 4471.226074
	Iteration 28Q: 3 clusters Score -720771.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -720808.312500 Penalty: 4471.226074
	Iteration 29Q: 3 clusters Score -720808.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -720837.062500 Penalty: 4471.226074
	Iteration 30Q: 3 clusters Score -720837.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -720863.062500 Penalty: 4471.226074
	Iteration 31Q: 3 clusters Score -720863.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -720881.625000 Penalty: 4471.226074
	Iteration 32Q: 3 clusters Score -720881.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -720898.562500 Penalty: 4471.226074
	Iteration 33Q: 3 clusters Score -720898.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -720914.812500 Penalty: 4471.226074
	Iteration 34Q: 3 clusters Score -720914.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -720927.062500 Penalty: 4471.226074
	Iteration 35Q: 3 clusters Score -720927.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -720942.812500 Penalty: 4471.226074
	Iteration 36Q: 3 clusters Score -720942.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -720956.937500 Penalty: 4471.226074
	Iteration 37Q: 3 clusters Score -720956.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -720964.125000 Penalty: 4471.226074
	Iteration 38Q: 3 clusters Score -720964.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -720970.687500 Penalty: 4471.226074
	Iteration 39Q: 3 clusters Score -720970.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -720973.500000 Penalty: 4471.226074
	Iteration 40F: 3 clusters Score -720973.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -720974.750000 Penalty: 4471.226074
	Iteration 41Q: 3 clusters Score -720974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -720980.625000 Penalty: 4471.226074
	Iteration 42Q: 3 clusters Score -720980.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -720987.562500 Penalty: 4471.226074
	Iteration 43Q: 3 clusters Score -720987.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -720989.812500 Penalty: 4471.226074
	Iteration 44Q: 3 clusters Score -720989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -720994.562500 Penalty: 4471.226074
	Iteration 45Q: 3 clusters Score -720994.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -720997.500000 Penalty: 4471.226074
	Iteration 46Q: 3 clusters Score -720997.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -720999.250000 Penalty: 4471.226074
	Iteration 47Q: 3 clusters Score -720999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -721003.250000 Penalty: 4471.226074
	Iteration 48Q: 3 clusters Score -721003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -721001.125000 Penalty: 4471.226074
	Iteration 49Q: 3 clusters Score -721001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -721004.062500 Penalty: 4471.226074
	Iteration 50Q: 3 clusters Score -721004.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -721005.125000 Penalty: 4471.226074
	Iteration 51Q: 3 clusters Score -721005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -721005.250000 Penalty: 4471.226074
	Iteration 52Q: 3 clusters Score -721005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -721008.000000 Penalty: 4471.226074
	Iteration 53Q: 3 clusters Score -721008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -721008.500000 Penalty: 4471.226074
	Iteration 54Q: 3 clusters Score -721008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -721006.250000 Penalty: 4471.226074
	Iteration 55Q: 3 clusters Score -721006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -721008.562500 Penalty: 4471.226074
	Iteration 56Q: 3 clusters Score -721008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -721009.875000 Penalty: 4471.226074
	Iteration 57Q: 3 clusters Score -721009.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -721013.875000 Penalty: 4471.226074
	Iteration 58Q: 3 clusters Score -721013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -721015.312500 Penalty: 4471.226074
	Iteration 59Q: 3 clusters Score -721015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -721017.812500 Penalty: 4471.226074
	Iteration 60F: 3 clusters Score -721017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -721019.687500 Penalty: 4471.226074
	Iteration 61Q: 3 clusters Score -721019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -721022.062500 Penalty: 4471.226074
	Iteration 62Q: 3 clusters Score -721022.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -721023.062500 Penalty: 4471.226074
	Iteration 63Q: 3 clusters Score -721023.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -721025.812500 Penalty: 4471.226074
	Iteration 64Q: 3 clusters Score -721025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -721028.625000 Penalty: 4471.226074
	Iteration 65Q: 3 clusters Score -721028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -721030.562500 Penalty: 4471.226074
	Iteration 66Q: 3 clusters Score -721030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -721031.562500 Penalty: 4471.226074
	Iteration 67Q: 3 clusters Score -721031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -721032.500000 Penalty: 4471.226074
	Iteration 68Q: 3 clusters Score -721032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -721033.250000 Penalty: 4471.226074
	Iteration 69Q: 3 clusters Score -721033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -721034.312500 Penalty: 4471.226074
	Iteration 70Q: 3 clusters Score -721034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -721033.687500 Penalty: 4471.226074
	Iteration 71Q: 3 clusters Score -721033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -721034.625000 Penalty: 4471.226074
	Iteration 72Q: 3 clusters Score -721034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -721034.625000 Penalty: 4471.226074
	Iteration 73F: 3 clusters Score -721034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Entering Unmasked Estep 
Score: -796547.187500 Penalty: 2281.320801
	Iteration 0F: 2 clusters Score -796547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -788961.812500 Penalty: 4562.641602
	Iteration 0F: 3 clusters Score -788961.8 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -791224.062500 Penalty: 4562.641602
	Iteration 1F: 3 clusters Score -791224.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -791532.000000 Penalty: 4562.641602
	Iteration 2F: 3 clusters Score -791532 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -791812.750000 Penalty: 4562.641602
	Iteration 3F: 3 clusters Score -791812.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -792100.000000 Penalty: 4562.641602
	Iteration 4Q: 3 clusters Score -792100 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -792440.625000 Penalty: 4562.641602
	Iteration 5Q: 3 clusters Score -792440.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -792780.875000 Penalty: 4562.641602
	Iteration 6Q: 3 clusters Score -792780.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -793086.375000 Penalty: 4562.641602
	Iteration 7Q: 3 clusters Score -793086.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -793364.375000 Penalty: 4562.641602
	Iteration 8Q: 3 clusters Score -793364.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -793593.625000 Penalty: 4562.641602
	Iteration 9Q: 3 clusters Score -793593.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -793840.125000 Penalty: 4562.641602
	Iteration 10Q: 3 clusters Score -793840.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -794044.625000 Penalty: 4562.641602
	Iteration 11Q: 3 clusters Score -794044.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -794238.750000 Penalty: 4562.641602
	Iteration 12Q: 3 clusters Score -794238.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -794413.062500 Penalty: 4562.641602
	Iteration 13Q: 3 clusters Score -794413.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -794563.250000 Penalty: 4562.641602
	Iteration 14Q: 3 clusters Score -794563.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -794672.687500 Penalty: 4562.641602
	Iteration 15Q: 3 clusters Score -794672.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -794748.250000 Penalty: 4562.641602
	Iteration 16Q: 3 clusters Score -794748.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -794790.437500 Penalty: 4562.641602
	Iteration 17Q: 3 clusters Score -794790.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -794820.937500 Penalty: 4562.641602
	Iteration 18Q: 3 clusters Score -794820.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -794859.250000 Penalty: 4562.641602
	Iteration 19Q: 3 clusters Score -794859.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -794890.625000 Penalty: 4562.641602
	Iteration 20F: 3 clusters Score -794890.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -794914.500000 Penalty: 4562.641602
	Iteration 21Q: 3 clusters Score -794914.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -794934.437500 Penalty: 4562.641602
	Iteration 22Q: 3 clusters Score -794934.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -794951.937500 Penalty: 4562.641602
	Iteration 23Q: 3 clusters Score -794951.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -794971.250000 Penalty: 4562.641602
	Iteration 24Q: 3 clusters Score -794971.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -794986.437500 Penalty: 4562.641602
	Iteration 25Q: 3 clusters Score -794986.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -795012.062500 Penalty: 4562.641602
	Iteration 26Q: 3 clusters Score -795012.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -795036.750000 Penalty: 4562.641602
	Iteration 27Q: 3 clusters Score -795036.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -795055.125000 Penalty: 4562.641602
	Iteration 28Q: 3 clusters Score -795055.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -795075.250000 Penalty: 4562.641602
	Iteration 29Q: 3 clusters Score -795075.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -795092.562500 Penalty: 4562.641602
	Iteration 30Q: 3 clusters Score -795092.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -795108.250000 Penalty: 4562.641602
	Iteration 31Q: 3 clusters Score -795108.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -795130.000000 Penalty: 4562.641602
	Iteration 32Q: 3 clusters Score -795130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -795154.750000 Penalty: 4562.641602
	Iteration 33Q: 3 clusters Score -795154.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -795180.125000 Penalty: 4562.641602
	Iteration 34Q: 3 clusters Score -795180.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -795208.000000 Penalty: 4562.641602
	Iteration 35Q: 3 clusters Score -795208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -795234.500000 Penalty: 4562.641602
	Iteration 36Q: 3 clusters Score -795234.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -795255.437500 Penalty: 4562.641602
	Iteration 37Q: 3 clusters Score -795255.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -795273.750000 Penalty: 4562.641602
	Iteration 38Q: 3 clusters Score -795273.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -795294.375000 Penalty: 4562.641602
	Iteration 39Q: 3 clusters Score -795294.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -795310.875000 Penalty: 4562.641602
	Iteration 40F: 3 clusters Score -795310.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -795326.875000 Penalty: 4562.641602
	Iteration 41Q: 3 clusters Score -795326.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -795339.437500 Penalty: 4562.641602
	Iteration 42Q: 3 clusters Score -795339.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -795351.625000 Penalty: 4562.641602
	Iteration 43Q: 3 clusters Score -795351.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -795363.687500 Penalty: 4562.641602
	Iteration 44Q: 3 clusters Score -795363.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -795374.062500 Penalty: 4562.641602
	Iteration 45Q: 3 clusters Score -795374.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -795382.000000 Penalty: 4562.641602
	Iteration 46Q: 3 clusters Score -795382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -795386.250000 Penalty: 4562.641602
	Iteration 47Q: 3 clusters Score -795386.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -795397.187500 Penalty: 4562.641602
	Iteration 48Q: 3 clusters Score -795397.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -795404.375000 Penalty: 4562.641602
	Iteration 49Q: 3 clusters Score -795404.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -795414.750000 Penalty: 4562.641602
	Iteration 50Q: 3 clusters Score -795414.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -795416.750000 Penalty: 4562.641602
	Iteration 51Q: 3 clusters Score -795416.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -795427.000000 Penalty: 4562.641602
	Iteration 52Q: 3 clusters Score -795427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -795435.312500 Penalty: 4562.641602
	Iteration 53Q: 3 clusters Score -795435.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -795441.187500 Penalty: 4562.641602
	Iteration 54Q: 3 clusters Score -795441.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -795446.500000 Penalty: 4562.641602
	Iteration 55Q: 3 clusters Score -795446.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -795452.062500 Penalty: 4562.641602
	Iteration 56Q: 3 clusters Score -795452.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -795457.000000 Penalty: 4562.641602
	Iteration 57Q: 3 clusters Score -795457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -795465.187500 Penalty: 4562.641602
	Iteration 58Q: 3 clusters Score -795465.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -795472.937500 Penalty: 4562.641602
	Iteration 59Q: 3 clusters Score -795472.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -795484.437500 Penalty: 4562.641602
	Iteration 60F: 3 clusters Score -795484.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -795488.562500 Penalty: 4562.641602
	Iteration 61Q: 3 clusters Score -795488.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -795494.875000 Penalty: 4562.641602
	Iteration 62Q: 3 clusters Score -795494.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -795499.687500 Penalty: 4562.641602
	Iteration 63Q: 3 clusters Score -795499.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -795504.625000 Penalty: 4562.641602
	Iteration 64Q: 3 clusters Score -795504.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -795512.562500 Penalty: 4562.641602
	Iteration 65Q: 3 clusters Score -795512.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -795517.375000 Penalty: 4562.641602
	Iteration 66Q: 3 clusters Score -795517.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -795526.375000 Penalty: 4562.641602
	Iteration 67Q: 3 clusters Score -795526.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -795531.812500 Penalty: 4562.641602
	Iteration 68Q: 3 clusters Score -795531.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -795537.500000 Penalty: 4562.641602
	Iteration 69Q: 3 clusters Score -795537.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -795544.750000 Penalty: 4562.641602
	Iteration 70Q: 3 clusters Score -795544.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -795551.000000 Penalty: 4562.641602
	Iteration 71Q: 3 clusters Score -795551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -795557.375000 Penalty: 4562.641602
	Iteration 72Q: 3 clusters Score -795557.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -795557.687500 Penalty: 4562.641602
	Iteration 73Q: 3 clusters Score -795557.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -795564.937500 Penalty: 4562.641602
	Iteration 74Q: 3 clusters Score -795564.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -795571.500000 Penalty: 4562.641602
	Iteration 75Q: 3 clusters Score -795571.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -795577.250000 Penalty: 4562.641602
	Iteration 76Q: 3 clusters Score -795577.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -795580.687500 Penalty: 4562.641602
	Iteration 77Q: 3 clusters Score -795580.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -795583.187500 Penalty: 4562.641602
	Iteration 78Q: 3 clusters Score -795583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -795584.812500 Penalty: 4562.641602
	Iteration 79Q: 3 clusters Score -795584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -795586.312500 Penalty: 4562.641602
	Iteration 80F: 3 clusters Score -795586.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -795588.937500 Penalty: 4562.641602
	Iteration 81Q: 3 clusters Score -795588.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -795597.125000 Penalty: 4562.641602
	Iteration 82Q: 3 clusters Score -795597.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -795601.125000 Penalty: 4562.641602
	Iteration 83Q: 3 clusters Score -795601.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -795609.750000 Penalty: 4562.641602
	Iteration 84Q: 3 clusters Score -795609.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -795614.687500 Penalty: 4562.641602
	Iteration 85Q: 3 clusters Score -795614.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -795618.562500 Penalty: 4562.641602
	Iteration 86Q: 3 clusters Score -795618.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -795622.312500 Penalty: 4562.641602
	Iteration 87Q: 3 clusters Score -795622.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -795627.062500 Penalty: 4562.641602
	Iteration 88Q: 3 clusters Score -795627.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -795629.062500 Penalty: 4562.641602
	Iteration 89Q: 3 clusters Score -795629.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -795637.625000 Penalty: 4562.641602
	Iteration 90Q: 3 clusters Score -795637.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -795643.312500 Penalty: 4562.641602
	Iteration 91Q: 3 clusters Score -795643.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -795650.187500 Penalty: 4562.641602
	Iteration 92Q: 3 clusters Score -795650.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -795662.000000 Penalty: 4562.641602
	Iteration 93Q: 3 clusters Score -795662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -795672.937500 Penalty: 4562.641602
	Iteration 94Q: 3 clusters Score -795672.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -795681.000000 Penalty: 4562.641602
	Iteration 95Q: 3 clusters Score -795681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -795688.187500 Penalty: 4562.641602
	Iteration 96Q: 3 clusters Score -795688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -795692.875000 Penalty: 4562.641602
	Iteration 97Q: 3 clusters Score -795692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -795695.812500 Penalty: 4562.641602
	Iteration 98Q: 3 clusters Score -795695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -795699.500000 Penalty: 4562.641602
	Iteration 99Q: 3 clusters Score -795699.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -795702.062500 Penalty: 4562.641602
	Iteration 100F: 3 clusters Score -795702.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -795704.062500 Penalty: 4562.641602
	Iteration 101Q: 3 clusters Score -795704.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -795713.437500 Penalty: 4562.641602
	Iteration 102Q: 3 clusters Score -795713.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -795716.812500 Penalty: 4562.641602
	Iteration 103Q: 3 clusters Score -795716.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -795720.562500 Penalty: 4562.641602
	Iteration 104Q: 3 clusters Score -795720.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -795727.687500 Penalty: 4562.641602
	Iteration 105Q: 3 clusters Score -795727.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -795732.562500 Penalty: 4562.641602
	Iteration 106Q: 3 clusters Score -795732.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -795744.500000 Penalty: 4562.641602
	Iteration 107Q: 3 clusters Score -795744.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -795751.000000 Penalty: 4562.641602
	Iteration 108Q: 3 clusters Score -795751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -795756.500000 Penalty: 4562.641602
	Iteration 109Q: 3 clusters Score -795756.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -795763.562500 Penalty: 4562.641602
	Iteration 110Q: 3 clusters Score -795763.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -795764.062500 Penalty: 4562.641602
	Iteration 111Q: 3 clusters Score -795764.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -795767.812500 Penalty: 4562.641602
	Iteration 112Q: 3 clusters Score -795767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -795769.562500 Penalty: 4562.641602
	Iteration 113Q: 3 clusters Score -795769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -795772.250000 Penalty: 4562.641602
	Iteration 114Q: 3 clusters Score -795772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -795774.937500 Penalty: 4562.641602
	Iteration 115Q: 3 clusters Score -795774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -795775.125000 Penalty: 4562.641602
	Iteration 116Q: 3 clusters Score -795775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -795776.125000 Penalty: 4562.641602
	Iteration 117Q: 3 clusters Score -795776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -795776.750000 Penalty: 4562.641602
	Iteration 118Q: 3 clusters Score -795776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -795778.812500 Penalty: 4562.641602
	Iteration 119Q: 3 clusters Score -795778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -795781.125000 Penalty: 4562.641602
	Iteration 120F: 3 clusters Score -795781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -795781.250000 Penalty: 4562.641602
	Iteration 121Q: 3 clusters Score -795781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -795781.875000 Penalty: 4562.641602
	Iteration 122Q: 3 clusters Score -795781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -795780.062500 Penalty: 4562.641602
	Iteration 123Q: 3 clusters Score -795780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -795780.062500 Penalty: 4562.641602
	Iteration 124F: 3 clusters Score -795780.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Entering Unmasked Estep 
Score: -2977825.250000 Penalty: 2592.721924
	Iteration 0F: 2 clusters Score -2977825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2954255.250000 Penalty: 5185.443848
	Iteration 0F: 3 clusters Score -2954255 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2963275.500000 Penalty: 5185.443848
	Iteration 1F: 3 clusters Score -2963276 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2964608.250000 Penalty: 5185.443848
	Iteration 2F: 3 clusters Score -2964608 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2966639.750000 Penalty: 5185.443848
	Iteration 3F: 3 clusters Score -2966640 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2969279.750000 Penalty: 5185.443848
	Iteration 4F: 3 clusters Score -2969280 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2971949.000000 Penalty: 5185.443848
	Iteration 5F: 3 clusters Score -2971949 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2974046.750000 Penalty: 5185.443848
	Iteration 6F: 3 clusters Score -2974047 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2975599.750000 Penalty: 5185.443848
	Iteration 7F: 3 clusters Score -2975600 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2976710.750000 Penalty: 5185.443848
	Iteration 8Q: 3 clusters Score -2976711 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2977643.750000 Penalty: 5185.443848
	Iteration 9Q: 3 clusters Score -2977644 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2978484.750000 Penalty: 5185.443848
	Iteration 10Q: 3 clusters Score -2978485 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2979136.000000 Penalty: 5185.443848
	Iteration 11Q: 3 clusters Score -2979136 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -2979596.000000 Penalty: 5185.443848
	Iteration 12Q: 3 clusters Score -2979596 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2979923.250000 Penalty: 5185.443848
	Iteration 13Q: 3 clusters Score -2979923 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2980108.000000 Penalty: 5185.443848
	Iteration 14Q: 3 clusters Score -2980108 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -2980210.250000 Penalty: 5185.443848
	Iteration 15Q: 3 clusters Score -2980210 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -2980268.500000 Penalty: 5185.443848
	Iteration 16Q: 3 clusters Score -2980268 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -2980323.750000 Penalty: 5185.443848
	Iteration 17Q: 3 clusters Score -2980324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2980355.000000 Penalty: 5185.443848
	Iteration 18Q: 3 clusters Score -2980355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -2980383.250000 Penalty: 5185.443848
	Iteration 19Q: 3 clusters Score -2980383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2980401.000000 Penalty: 5185.443848
	Iteration 20F: 3 clusters Score -2980401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2980407.000000 Penalty: 5185.443848
	Iteration 21Q: 3 clusters Score -2980407 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -2980412.750000 Penalty: 5185.443848
	Iteration 22Q: 3 clusters Score -2980413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -2980414.500000 Penalty: 5185.443848
	Iteration 23Q: 3 clusters Score -2980414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -2980404.500000 Penalty: 5185.443848
	Iteration 24Q: 3 clusters Score -2980404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2980416.250000 Penalty: 5185.443848
	Iteration 25Q: 3 clusters Score -2980416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -2980413.750000 Penalty: 5185.443848
	Iteration 26Q: 3 clusters Score -2980414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -2980410.750000 Penalty: 5185.443848
	Iteration 27Q: 3 clusters Score -2980411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -2980416.750000 Penalty: 5185.443848
	Iteration 28Q: 3 clusters Score -2980417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -2980412.500000 Penalty: 5185.443848
	Iteration 29Q: 3 clusters Score -2980412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -2980411.750000 Penalty: 5185.443848
	Iteration 30Q: 3 clusters Score -2980412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -2980410.500000 Penalty: 5185.443848
	Iteration 31Q: 3 clusters Score -2980410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -2980411.750000 Penalty: 5185.443848
	Iteration 32Q: 3 clusters Score -2980412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -2980409.750000 Penalty: 5185.443848
	Iteration 33Q: 3 clusters Score -2980410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -2980410.000000 Penalty: 5185.443848
	Iteration 34Q: 3 clusters Score -2980410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2980414.000000 Penalty: 5185.443848
	Iteration 35Q: 3 clusters Score -2980414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -2980413.750000 Penalty: 5185.443848
	Iteration 36Q: 3 clusters Score -2980414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -2980412.500000 Penalty: 5185.443848
	Iteration 37Q: 3 clusters Score -2980412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -2980415.250000 Penalty: 5185.443848
	Iteration 38Q: 3 clusters Score -2980415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -2980415.250000 Penalty: 5185.443848
	Iteration 39Q: 3 clusters Score -2980415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -2980414.250000 Penalty: 5185.443848
	Iteration 40F: 3 clusters Score -2980414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -2980415.000000 Penalty: 5185.443848
	Iteration 41Q: 3 clusters Score -2980415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -2980417.250000 Penalty: 5185.443848
	Iteration 42Q: 3 clusters Score -2980417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -2980416.000000 Penalty: 5185.443848
	Iteration 43Q: 3 clusters Score -2980416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -2980418.000000 Penalty: 5185.443848
	Iteration 44Q: 3 clusters Score -2980418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -2980422.250000 Penalty: 5185.443848
	Iteration 45Q: 3 clusters Score -2980422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -2980425.000000 Penalty: 5185.443848
	Iteration 46Q: 3 clusters Score -2980425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -2980422.500000 Penalty: 5185.443848
	Iteration 47Q: 3 clusters Score -2980422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -2980429.750000 Penalty: 5185.443848
	Iteration 48Q: 3 clusters Score -2980430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -2980428.500000 Penalty: 5185.443848
	Iteration 49Q: 3 clusters Score -2980428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -2980431.000000 Penalty: 5185.443848
	Iteration 50Q: 3 clusters Score -2980431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -2980430.750000 Penalty: 5185.443848
	Iteration 51Q: 3 clusters Score -2980431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -2980429.750000 Penalty: 5185.443848
	Iteration 52Q: 3 clusters Score -2980430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -2980429.000000 Penalty: 5185.443848
	Iteration 53Q: 3 clusters Score -2980429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -2980428.750000 Penalty: 5185.443848
	Iteration 54Q: 3 clusters Score -2980429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -2980428.750000 Penalty: 5185.443848
	Iteration 55Q: 3 clusters Score -2980429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2980426.000000 Penalty: 5185.443848
	Iteration 56Q: 3 clusters Score -2980426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -2980427.500000 Penalty: 5185.443848
	Iteration 57Q: 3 clusters Score -2980428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -2980430.000000 Penalty: 5185.443848
	Iteration 58Q: 3 clusters Score -2980430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -2980430.750000 Penalty: 5185.443848
	Iteration 59Q: 3 clusters Score -2980431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -2980431.500000 Penalty: 5185.443848
	Iteration 60F: 3 clusters Score -2980432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 351057 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 13933 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 64258 members 
Mstep: Class 31 contains 27966 members 
Entering Unmasked Estep 
Score: -112970136.000000 Penalty: 108410.414062
Splitting cluster 20 changes total score from -112963088.000000 to -112970136.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (9145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Entering Unmasked Estep 
Score: -761075.375000 Penalty: 2261.998535
	Iteration 0F: 2 clusters Score -761075.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -754015.000000 Penalty: 4523.997070
	Iteration 0F: 3 clusters Score -754015 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -756046.937500 Penalty: 4523.997070
	Iteration 1F: 3 clusters Score -756046.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -756370.812500 Penalty: 4523.997070
	Iteration 2F: 3 clusters Score -756370.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -756602.687500 Penalty: 4523.997070
	Iteration 3F: 3 clusters Score -756602.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -756802.000000 Penalty: 4523.997070
	Iteration 4Q: 3 clusters Score -756802 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -756980.125000 Penalty: 4523.997070
	Iteration 5Q: 3 clusters Score -756980.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -757145.562500 Penalty: 4523.997070
	Iteration 6Q: 3 clusters Score -757145.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -757309.062500 Penalty: 4523.997070
	Iteration 7Q: 3 clusters Score -757309.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -757476.062500 Penalty: 4523.997070
	Iteration 8Q: 3 clusters Score -757476.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -757641.625000 Penalty: 4523.997070
	Iteration 9Q: 3 clusters Score -757641.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -757808.687500 Penalty: 4523.997070
	Iteration 10Q: 3 clusters Score -757808.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -757955.937500 Penalty: 4523.997070
	Iteration 11Q: 3 clusters Score -757955.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -758111.875000 Penalty: 4523.997070
	Iteration 12Q: 3 clusters Score -758111.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -758269.500000 Penalty: 4523.997070
	Iteration 13Q: 3 clusters Score -758269.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -758437.875000 Penalty: 4523.997070
	Iteration 14Q: 3 clusters Score -758437.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -758589.625000 Penalty: 4523.997070
	Iteration 15Q: 3 clusters Score -758589.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -758727.437500 Penalty: 4523.997070
	Iteration 16Q: 3 clusters Score -758727.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -758850.312500 Penalty: 4523.997070
	Iteration 17Q: 3 clusters Score -758850.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -758965.500000 Penalty: 4523.997070
	Iteration 18Q: 3 clusters Score -758965.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -759101.375000 Penalty: 4523.997070
	Iteration 19Q: 3 clusters Score -759101.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -759247.812500 Penalty: 4523.997070
	Iteration 20F: 3 clusters Score -759247.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -759409.500000 Penalty: 4523.997070
	Iteration 21Q: 3 clusters Score -759409.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -759558.937500 Penalty: 4523.997070
	Iteration 22Q: 3 clusters Score -759558.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -759649.312500 Penalty: 4523.997070
	Iteration 23Q: 3 clusters Score -759649.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -759706.687500 Penalty: 4523.997070
	Iteration 24Q: 3 clusters Score -759706.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -759757.187500 Penalty: 4523.997070
	Iteration 25Q: 3 clusters Score -759757.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -759800.437500 Penalty: 4523.997070
	Iteration 26Q: 3 clusters Score -759800.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -759850.875000 Penalty: 4523.997070
	Iteration 27Q: 3 clusters Score -759850.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -759905.812500 Penalty: 4523.997070
	Iteration 28Q: 3 clusters Score -759905.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -759958.500000 Penalty: 4523.997070
	Iteration 29Q: 3 clusters Score -759958.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -760006.937500 Penalty: 4523.997070
	Iteration 30Q: 3 clusters Score -760006.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -760031.812500 Penalty: 4523.997070
	Iteration 31Q: 3 clusters Score -760031.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -760044.500000 Penalty: 4523.997070
	Iteration 32Q: 3 clusters Score -760044.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -760047.437500 Penalty: 4523.997070
	Iteration 33Q: 3 clusters Score -760047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -760050.875000 Penalty: 4523.997070
	Iteration 34Q: 3 clusters Score -760050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -760054.375000 Penalty: 4523.997070
	Iteration 35Q: 3 clusters Score -760054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -760056.125000 Penalty: 4523.997070
	Iteration 36Q: 3 clusters Score -760056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -760058.312500 Penalty: 4523.997070
	Iteration 37Q: 3 clusters Score -760058.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -760066.187500 Penalty: 4523.997070
	Iteration 38Q: 3 clusters Score -760066.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -760073.312500 Penalty: 4523.997070
	Iteration 39Q: 3 clusters Score -760073.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -760084.000000 Penalty: 4523.997070
	Iteration 40F: 3 clusters Score -760084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -760094.687500 Penalty: 4523.997070
	Iteration 41Q: 3 clusters Score -760094.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -760100.875000 Penalty: 4523.997070
	Iteration 42Q: 3 clusters Score -760100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -760103.250000 Penalty: 4523.997070
	Iteration 43Q: 3 clusters Score -760103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -760106.500000 Penalty: 4523.997070
	Iteration 44Q: 3 clusters Score -760106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -760109.437500 Penalty: 4523.997070
	Iteration 45Q: 3 clusters Score -760109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -760110.250000 Penalty: 4523.997070
	Iteration 46Q: 3 clusters Score -760110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -760111.500000 Penalty: 4523.997070
	Iteration 47Q: 3 clusters Score -760111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -760113.250000 Penalty: 4523.997070
	Iteration 48Q: 3 clusters Score -760113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -760110.812500 Penalty: 4523.997070
	Iteration 49Q: 3 clusters Score -760110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -760113.312500 Penalty: 4523.997070
	Iteration 50Q: 3 clusters Score -760113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -760114.312500 Penalty: 4523.997070
	Iteration 51Q: 3 clusters Score -760114.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -760116.125000 Penalty: 4523.997070
	Iteration 52Q: 3 clusters Score -760116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -760116.187500 Penalty: 4523.997070
	Iteration 53Q: 3 clusters Score -760116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -760115.562500 Penalty: 4523.997070
	Iteration 54Q: 3 clusters Score -760115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -760115.062500 Penalty: 4523.997070
	Iteration 55Q: 3 clusters Score -760115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -760115.062500 Penalty: 4523.997070
	Iteration 56F: 3 clusters Score -760115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Entering Unmasked Estep 
Score: -8715265.000000 Penalty: 2853.278564
	Iteration 0F: 2 clusters Score -8715265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -8648832.000000 Penalty: 5706.557129
	Iteration 0F: 3 clusters Score -8648832 nChanged 47043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -8676085.000000 Penalty: 5706.557129
	Iteration 1F: 3 clusters Score -8676085 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -8677484.000000 Penalty: 5706.557129
	Iteration 2Q: 3 clusters Score -8677484 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8699147 nChanged 5168
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Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8703767 nChanged 3575
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Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8707004 nChanged 2450
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Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8709136 nChanged 1676
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Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8710549 nChanged 1129
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Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8711249 nChanged 856
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Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8711686 nChanged 657
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Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8712010 nChanged 544
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Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8712240 nChanged 425
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8712376 nChanged 335
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Mstep: Class 2 contains 92537 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 92833 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8712607 nChanged 272
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Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8712672 nChanged 233
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Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8712708 nChanged 198
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Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8712753 nChanged 162
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Mstep: Class 1 contains 5532 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8712772 nChanged 134
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8712811 nChanged 112
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Mstep: Class 1 contains 5288 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8712797 nChanged 94
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Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8712814 nChanged 100
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Mstep: Class 1 contains 5096 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8712841 nChanged 96
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Mstep: Class 1 contains 5000 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8712846 nChanged 94
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Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8712826 nChanged 88
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Mstep: Class 1 contains 4818 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8712861 nChanged 83
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Mstep: Class 1 contains 4735 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8712875 nChanged 87
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8712895 nChanged 75
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Mstep: Class 1 contains 4573 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8712916 nChanged 73
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8712936 nChanged 69
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8712918 nChanged 55
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8712925 nChanged 37
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8712952 nChanged 40
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8712951 nChanged 39
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8712977 nChanged 33
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8712967 nChanged 33
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Mstep: Class 1 contains 4200 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8712957 nChanged 32
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Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8712941 nChanged 20
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Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8712940 nChanged 23
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Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8712965 nChanged 13
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8712960 nChanged 22
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Mstep: Class 1 contains 4096 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8712968 nChanged 11
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Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 95141 members 
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	Iteration 46Q: 3 clusters Score -8712957 nChanged 12
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Mstep: Class 1 contains 4073 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8712968 nChanged 15
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Mstep: Class 1 contains 4058 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8712966 nChanged 9
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Mstep: Class 1 contains 4049 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8712963 nChanged 10
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8712976 nChanged 10
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	Iteration 51Q: 3 clusters Score -8712984 nChanged 15
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	Iteration 52Q: 3 clusters Score -8712982 nChanged 13
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	Iteration 53Q: 3 clusters Score -8712984 nChanged 10
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8712972 nChanged 9
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	Iteration 55Q: 3 clusters Score -8712986 nChanged 9
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8712969 nChanged 8
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8712974 nChanged 9
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	Iteration 58Q: 3 clusters Score -8712985 nChanged 7
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	Iteration 59Q: 3 clusters Score -8712982 nChanged 9
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	Iteration 60F: 3 clusters Score -8712995 nChanged 8
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	Iteration 61Q: 3 clusters Score -8712998 nChanged 6
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	Iteration 62Q: 3 clusters Score -8712997 nChanged 9
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	Iteration 63Q: 3 clusters Score -8713008 nChanged 2
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	Iteration 64Q: 3 clusters Score -8713003 nChanged 2
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	Iteration 65Q: 3 clusters Score -8713003 nChanged 2
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	Iteration 66Q: 3 clusters Score -8713012 nChanged 5
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	Iteration 67Q: 3 clusters Score -8713012 nChanged 3
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	Iteration 68Q: 3 clusters Score -8713014 nChanged 4
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	Iteration 69Q: 3 clusters Score -8713016 nChanged 3
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	Iteration 70Q: 3 clusters Score -8713005 nChanged 8
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	Iteration 71Q: 3 clusters Score -8713025 nChanged 3
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8713028 nChanged 6
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	Iteration 73Q: 3 clusters Score -8713027 nChanged 9
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	Iteration 74Q: 3 clusters Score -8713019 nChanged 10
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	Iteration 75Q: 3 clusters Score -8713023 nChanged 8
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	Iteration 76Q: 3 clusters Score -8713035 nChanged 10
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	Iteration 77Q: 3 clusters Score -8713023 nChanged 9
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	Iteration 78Q: 3 clusters Score -8713012 nChanged 8
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	Iteration 79Q: 3 clusters Score -8713008 nChanged 8
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	Iteration 80F: 3 clusters Score -8713020 nChanged 9
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	Iteration 81Q: 3 clusters Score -8713020 nChanged 5
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	Iteration 82Q: 3 clusters Score -8713024 nChanged 3
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	Iteration 83Q: 3 clusters Score -8713019 nChanged 3
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	Iteration 84Q: 3 clusters Score -8713025 nChanged 4
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	Iteration 85Q: 3 clusters Score -8713033 nChanged 5
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	Iteration 86Q: 3 clusters Score -8713032 nChanged 5
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	Iteration 87Q: 3 clusters Score -8713024 nChanged 6
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	Iteration 88Q: 3 clusters Score -8713032 nChanged 5
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	Iteration 89Q: 3 clusters Score -8713022 nChanged 10
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	Iteration 90Q: 3 clusters Score -8713024 nChanged 11
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	Iteration 91Q: 3 clusters Score -8713025 nChanged 6
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	Iteration 92Q: 3 clusters Score -8713020 nChanged 8
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	Iteration 93Q: 3 clusters Score -8713020 nChanged 13
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	Iteration 94Q: 3 clusters Score -8713019 nChanged 7
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	Iteration 95Q: 3 clusters Score -8713016 nChanged 5
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	Iteration 96Q: 3 clusters Score -8713022 nChanged 10
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Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -8713014.000000 Penalty: 5706.557129
	Iteration 97Q: 3 clusters Score -8713014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -8713021.000000 Penalty: 5706.557129
	Iteration 98Q: 3 clusters Score -8713021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -8713023.000000 Penalty: 5706.557129
	Iteration 99Q: 3 clusters Score -8713023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 95539 members 
Entering Unmasked Estep 
Score: -8713011.000000 Penalty: 5706.557129
	Iteration 100F: 3 clusters Score -8713011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -8713023.000000 Penalty: 5706.557129
	Iteration 101Q: 3 clusters Score -8713023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 95564 members 
Entering Unmasked Estep 
Score: -8713044.000000 Penalty: 5706.557129
	Iteration 102Q: 3 clusters Score -8713044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -8713024.000000 Penalty: 5706.557129
	Iteration 103Q: 3 clusters Score -8713024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -8713021.000000 Penalty: 5706.557129
	Iteration 104Q: 3 clusters Score -8713021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -8713023.000000 Penalty: 5706.557129
	Iteration 105Q: 3 clusters Score -8713023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -8713022.000000 Penalty: 5706.557129
	Iteration 106Q: 3 clusters Score -8713022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 95614 members 
Entering Unmasked Estep 
Score: -8713013.000000 Penalty: 5706.557129
	Iteration 107Q: 3 clusters Score -8713013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -8713016.000000 Penalty: 5706.557129
	Iteration 108Q: 3 clusters Score -8713016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -8713013.000000 Penalty: 5706.557129
	Iteration 109Q: 3 clusters Score -8713013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -8713008.000000 Penalty: 5706.557129
	Iteration 110Q: 3 clusters Score -8713008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -8713010.000000 Penalty: 5706.557129
	Iteration 111Q: 3 clusters Score -8713010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -8713015.000000 Penalty: 5706.557129
	Iteration 112Q: 3 clusters Score -8713015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -8713010.000000 Penalty: 5706.557129
	Iteration 113Q: 3 clusters Score -8713010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 95660 members 
Entering Unmasked Estep 
Score: -8713023.000000 Penalty: 5706.557129
	Iteration 114Q: 3 clusters Score -8713023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -8713026.000000 Penalty: 5706.557129
	Iteration 115Q: 3 clusters Score -8713026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 95681 members 
Entering Unmasked Estep 
Score: -8713031.000000 Penalty: 5706.557129
	Iteration 116Q: 3 clusters Score -8713031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 95687 members 
Entering Unmasked Estep 
Score: -8713033.000000 Penalty: 5706.557129
	Iteration 117Q: 3 clusters Score -8713033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 95697 members 
Entering Unmasked Estep 
Score: -8713032.000000 Penalty: 5706.557129
	Iteration 118Q: 3 clusters Score -8713032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -8713039.000000 Penalty: 5706.557129
	Iteration 119Q: 3 clusters Score -8713039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -8713039.000000 Penalty: 5706.557129
	Iteration 120F: 3 clusters Score -8713039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -8713042.000000 Penalty: 5706.557129
	Iteration 121Q: 3 clusters Score -8713042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -8713032.000000 Penalty: 5706.557129
	Iteration 122Q: 3 clusters Score -8713032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 95739 members 
Entering Unmasked Estep 
Score: -8713025.000000 Penalty: 5706.557129
	Iteration 123Q: 3 clusters Score -8713025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -8713033.000000 Penalty: 5706.557129
	Iteration 124Q: 3 clusters Score -8713033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 95745 members 
Entering Unmasked Estep 
Score: -8713033.000000 Penalty: 5706.557129
	Iteration 125Q: 3 clusters Score -8713033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -8713028.000000 Penalty: 5706.557129
	Iteration 126Q: 3 clusters Score -8713028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 95750 members 
Entering Unmasked Estep 
Score: -8713033.000000 Penalty: 5706.557129
	Iteration 127Q: 3 clusters Score -8713033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -8713040.000000 Penalty: 5706.557129
	Iteration 128Q: 3 clusters Score -8713040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -8713032.000000 Penalty: 5706.557129
	Iteration 129Q: 3 clusters Score -8713032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -8713036.000000 Penalty: 5706.557129
	Iteration 130Q: 3 clusters Score -8713036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -8713035.000000 Penalty: 5706.557129
	Iteration 131Q: 3 clusters Score -8713035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -8713030.000000 Penalty: 5706.557129
	Iteration 132Q: 3 clusters Score -8713030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 95770 members 
Entering Unmasked Estep 
Score: -8713031.000000 Penalty: 5706.557129
	Iteration 133Q: 3 clusters Score -8713031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 95774 members 
Entering Unmasked Estep 
Score: -8713027.000000 Penalty: 5706.557129
	Iteration 134Q: 3 clusters Score -8713027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 95778 members 
Entering Unmasked Estep 
Score: -8713030.000000 Penalty: 5706.557129
	Iteration 135Q: 3 clusters Score -8713030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -8713027.000000 Penalty: 5706.557129
	Iteration 136Q: 3 clusters Score -8713027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -8713029.000000 Penalty: 5706.557129
	Iteration 137Q: 3 clusters Score -8713029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -8713026.000000 Penalty: 5706.557129
	Iteration 138Q: 3 clusters Score -8713026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -8713027.000000 Penalty: 5706.557129
	Iteration 139Q: 3 clusters Score -8713027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -8713037.000000 Penalty: 5706.557129
	Iteration 140F: 3 clusters Score -8713037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -8713032.000000 Penalty: 5706.557129
	Iteration 141Q: 3 clusters Score -8713032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -8713029.000000 Penalty: 5706.557129
	Iteration 142Q: 3 clusters Score -8713029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -8713029.000000 Penalty: 5706.557129
	Iteration 143F: 3 clusters Score -8713029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -90754.312500 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -90754.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88756.101562 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -88756.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -89135.398438 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -89135.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -89322.750000 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -89322.75 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -89499.593750 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -89499.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -89691.500000 Penalty: 3489.929688
	Iteration 4F: 3 clusters Score -89691.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -89907.500000 Penalty: 3489.929688
	Iteration 5F: 3 clusters Score -89907.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -90216.257812 Penalty: 3489.929688
	Iteration 6F: 3 clusters Score -90216.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -90473.445312 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -90473.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -90528.812500 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -90528.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -90554.289062 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -90554.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -90568.492188 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -90568.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -90583.000000 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -90583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90598.679688 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -90598.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -90615.820312 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -90615.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -90625.382812 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -90625.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -90627.218750 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -90627.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -90627.218750 Penalty: 3489.929688
	Iteration 16F: 3 clusters Score -90627.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Entering Unmasked Estep 
Score: -1253877.875000 Penalty: 2392.563477
	Iteration 0F: 2 clusters Score -1253878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1242632.875000 Penalty: 4785.126953
	Iteration 0F: 3 clusters Score -1242633 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1246601.125000 Penalty: 4785.126953
	Iteration 1F: 3 clusters Score -1246601 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1247333.500000 Penalty: 4785.126953
	Iteration 2F: 3 clusters Score -1247334 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1248101.250000 Penalty: 4785.126953
	Iteration 3F: 3 clusters Score -1248101 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1248788.750000 Penalty: 4785.126953
	Iteration 4F: 3 clusters Score -1248789 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1249327.750000 Penalty: 4785.126953
	Iteration 5F: 3 clusters Score -1249328 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1249730.750000 Penalty: 4785.126953
	Iteration 6F: 3 clusters Score -1249731 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1250070.125000 Penalty: 4785.126953
	Iteration 7Q: 3 clusters Score -1250070 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1250304.000000 Penalty: 4785.126953
	Iteration 8Q: 3 clusters Score -1250304 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1250516.875000 Penalty: 4785.126953
	Iteration 9Q: 3 clusters Score -1250517 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1250711.125000 Penalty: 4785.126953
	Iteration 10Q: 3 clusters Score -1250711 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1250885.625000 Penalty: 4785.126953
	Iteration 11Q: 3 clusters Score -1250886 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1251042.250000 Penalty: 4785.126953
	Iteration 12Q: 3 clusters Score -1251042 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1251167.625000 Penalty: 4785.126953
	Iteration 13Q: 3 clusters Score -1251168 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1251277.750000 Penalty: 4785.126953
	Iteration 14Q: 3 clusters Score -1251278 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1251387.000000 Penalty: 4785.126953
	Iteration 15Q: 3 clusters Score -1251387 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1251490.375000 Penalty: 4785.126953
	Iteration 16Q: 3 clusters Score -1251490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1251568.000000 Penalty: 4785.126953
	Iteration 17Q: 3 clusters Score -1251568 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1251633.125000 Penalty: 4785.126953
	Iteration 18Q: 3 clusters Score -1251633 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1251696.625000 Penalty: 4785.126953
	Iteration 19Q: 3 clusters Score -1251697 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1251778.625000 Penalty: 4785.126953
	Iteration 20F: 3 clusters Score -1251779 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1251861.000000 Penalty: 4785.126953
	Iteration 21Q: 3 clusters Score -1251861 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1251943.000000 Penalty: 4785.126953
	Iteration 22Q: 3 clusters Score -1251943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1252003.375000 Penalty: 4785.126953
	Iteration 23Q: 3 clusters Score -1252003 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1252053.000000 Penalty: 4785.126953
	Iteration 24Q: 3 clusters Score -1252053 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1252122.250000 Penalty: 4785.126953
	Iteration 25Q: 3 clusters Score -1252122 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1252198.000000 Penalty: 4785.126953
	Iteration 26Q: 3 clusters Score -1252198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1252298.375000 Penalty: 4785.126953
	Iteration 27Q: 3 clusters Score -1252298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1252418.500000 Penalty: 4785.126953
	Iteration 28Q: 3 clusters Score -1252418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1252549.750000 Penalty: 4785.126953
	Iteration 29Q: 3 clusters Score -1252550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1252654.250000 Penalty: 4785.126953
	Iteration 30Q: 3 clusters Score -1252654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1252693.000000 Penalty: 4785.126953
	Iteration 31Q: 3 clusters Score -1252693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1252711.500000 Penalty: 4785.126953
	Iteration 32Q: 3 clusters Score -1252712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1252723.875000 Penalty: 4785.126953
	Iteration 33Q: 3 clusters Score -1252724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1252730.500000 Penalty: 4785.126953
	Iteration 34Q: 3 clusters Score -1252730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1252732.125000 Penalty: 4785.126953
	Iteration 35Q: 3 clusters Score -1252732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1252736.000000 Penalty: 4785.126953
	Iteration 36Q: 3 clusters Score -1252736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1252736.375000 Penalty: 4785.126953
	Iteration 37Q: 3 clusters Score -1252736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1252742.000000 Penalty: 4785.126953
	Iteration 38Q: 3 clusters Score -1252742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1252746.875000 Penalty: 4785.126953
	Iteration 39Q: 3 clusters Score -1252747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1252751.250000 Penalty: 4785.126953
	Iteration 40F: 3 clusters Score -1252751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1252755.500000 Penalty: 4785.126953
	Iteration 41Q: 3 clusters Score -1252756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1252759.625000 Penalty: 4785.126953
	Iteration 42Q: 3 clusters Score -1252760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1252765.375000 Penalty: 4785.126953
	Iteration 43Q: 3 clusters Score -1252765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1252772.000000 Penalty: 4785.126953
	Iteration 44Q: 3 clusters Score -1252772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1252783.000000 Penalty: 4785.126953
	Iteration 45Q: 3 clusters Score -1252783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1252794.250000 Penalty: 4785.126953
	Iteration 46Q: 3 clusters Score -1252794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1252805.125000 Penalty: 4785.126953
	Iteration 47Q: 3 clusters Score -1252805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1252817.750000 Penalty: 4785.126953
	Iteration 48Q: 3 clusters Score -1252818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1252826.625000 Penalty: 4785.126953
	Iteration 49Q: 3 clusters Score -1252827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1252836.875000 Penalty: 4785.126953
	Iteration 50Q: 3 clusters Score -1252837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1252840.375000 Penalty: 4785.126953
	Iteration 51Q: 3 clusters Score -1252840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1252845.625000 Penalty: 4785.126953
	Iteration 52Q: 3 clusters Score -1252846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1252849.375000 Penalty: 4785.126953
	Iteration 53Q: 3 clusters Score -1252849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1252856.750000 Penalty: 4785.126953
	Iteration 54Q: 3 clusters Score -1252857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1252859.875000 Penalty: 4785.126953
	Iteration 55Q: 3 clusters Score -1252860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1252863.875000 Penalty: 4785.126953
	Iteration 56Q: 3 clusters Score -1252864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1252867.750000 Penalty: 4785.126953
	Iteration 57Q: 3 clusters Score -1252868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1252868.375000 Penalty: 4785.126953
	Iteration 58Q: 3 clusters Score -1252868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1252871.625000 Penalty: 4785.126953
	Iteration 59Q: 3 clusters Score -1252872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1252870.125000 Penalty: 4785.126953
	Iteration 60F: 3 clusters Score -1252870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1252870.250000 Penalty: 4785.126953
	Iteration 61Q: 3 clusters Score -1252870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1252870.750000 Penalty: 4785.126953
	Iteration 62Q: 3 clusters Score -1252871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1252869.625000 Penalty: 4785.126953
	Iteration 63Q: 3 clusters Score -1252870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1252870.500000 Penalty: 4785.126953
	Iteration 64Q: 3 clusters Score -1252870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1252869.875000 Penalty: 4785.126953
	Iteration 65Q: 3 clusters Score -1252870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1252872.625000 Penalty: 4785.126953
	Iteration 66Q: 3 clusters Score -1252873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1252875.625000 Penalty: 4785.126953
	Iteration 67Q: 3 clusters Score -1252876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1252878.250000 Penalty: 4785.126953
	Iteration 68Q: 3 clusters Score -1252878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1252880.375000 Penalty: 4785.126953
	Iteration 69Q: 3 clusters Score -1252880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1252882.625000 Penalty: 4785.126953
	Iteration 70Q: 3 clusters Score -1252883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1252886.125000 Penalty: 4785.126953
	Iteration 71Q: 3 clusters Score -1252886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1252888.500000 Penalty: 4785.126953
	Iteration 72Q: 3 clusters Score -1252888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1252886.625000 Penalty: 4785.126953
	Iteration 73Q: 3 clusters Score -1252887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1252890.250000 Penalty: 4785.126953
	Iteration 74Q: 3 clusters Score -1252890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1252893.250000 Penalty: 4785.126953
	Iteration 75Q: 3 clusters Score -1252893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1252894.375000 Penalty: 4785.126953
	Iteration 76Q: 3 clusters Score -1252894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1252893.000000 Penalty: 4785.126953
	Iteration 77Q: 3 clusters Score -1252893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1252898.750000 Penalty: 4785.126953
	Iteration 78Q: 3 clusters Score -1252899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1252899.875000 Penalty: 4785.126953
	Iteration 79Q: 3 clusters Score -1252900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1252905.000000 Penalty: 4785.126953
	Iteration 80F: 3 clusters Score -1252905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1252906.750000 Penalty: 4785.126953
	Iteration 81Q: 3 clusters Score -1252907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1252907.625000 Penalty: 4785.126953
	Iteration 82Q: 3 clusters Score -1252908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1252907.875000 Penalty: 4785.126953
	Iteration 83Q: 3 clusters Score -1252908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1252913.625000 Penalty: 4785.126953
	Iteration 84Q: 3 clusters Score -1252914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1252915.375000 Penalty: 4785.126953
	Iteration 85Q: 3 clusters Score -1252915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1252916.000000 Penalty: 4785.126953
	Iteration 86Q: 3 clusters Score -1252916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1252918.750000 Penalty: 4785.126953
	Iteration 87Q: 3 clusters Score -1252919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1252916.875000 Penalty: 4785.126953
	Iteration 88Q: 3 clusters Score -1252917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1252922.500000 Penalty: 4785.126953
	Iteration 89Q: 3 clusters Score -1252922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1252922.500000 Penalty: 4785.126953
	Iteration 90Q: 3 clusters Score -1252922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1252924.125000 Penalty: 4785.126953
	Iteration 91Q: 3 clusters Score -1252924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1252923.875000 Penalty: 4785.126953
	Iteration 92Q: 3 clusters Score -1252924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1252925.375000 Penalty: 4785.126953
	Iteration 93Q: 3 clusters Score -1252925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1252926.250000 Penalty: 4785.126953
	Iteration 94Q: 3 clusters Score -1252926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1252927.625000 Penalty: 4785.126953
	Iteration 95Q: 3 clusters Score -1252928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1252928.375000 Penalty: 4785.126953
	Iteration 96Q: 3 clusters Score -1252928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1252929.625000 Penalty: 4785.126953
	Iteration 97Q: 3 clusters Score -1252930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1252936.250000 Penalty: 4785.126953
	Iteration 98Q: 3 clusters Score -1252936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1252938.750000 Penalty: 4785.126953
	Iteration 99Q: 3 clusters Score -1252939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1252941.875000 Penalty: 4785.126953
	Iteration 100F: 3 clusters Score -1252942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1252946.750000 Penalty: 4785.126953
	Iteration 101Q: 3 clusters Score -1252947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1252943.875000 Penalty: 4785.126953
	Iteration 102Q: 3 clusters Score -1252944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1252948.500000 Penalty: 4785.126953
	Iteration 103Q: 3 clusters Score -1252948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1252948.875000 Penalty: 4785.126953
	Iteration 104Q: 3 clusters Score -1252949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1252947.500000 Penalty: 4785.126953
	Iteration 105Q: 3 clusters Score -1252948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1252947.500000 Penalty: 4785.126953
	Iteration 106F: 3 clusters Score -1252948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Entering Unmasked Estep 
Score: -1198183.125000 Penalty: 2366.419678
	Iteration 0F: 2 clusters Score -1198183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1188012.875000 Penalty: 4732.839355
	Iteration 0F: 3 clusters Score -1188013 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1191625.500000 Penalty: 4732.839355
	Iteration 1F: 3 clusters Score -1191626 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1193222.375000 Penalty: 4732.839355
	Iteration 2F: 3 clusters Score -1193222 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1195237.375000 Penalty: 4732.839355
	Iteration 3F: 3 clusters Score -1195237 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1196757.250000 Penalty: 4732.839355
	Iteration 4F: 3 clusters Score -1196757 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1197458.250000 Penalty: 4732.839355
	Iteration 5F: 3 clusters Score -1197458 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1197722.375000 Penalty: 4732.839355
	Iteration 6Q: 3 clusters Score -1197722 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1197820.875000 Penalty: 4732.839355
	Iteration 7Q: 3 clusters Score -1197821 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1197871.000000 Penalty: 4732.839355
	Iteration 8Q: 3 clusters Score -1197871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1197906.125000 Penalty: 4732.839355
	Iteration 9Q: 3 clusters Score -1197906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1197932.375000 Penalty: 4732.839355
	Iteration 10Q: 3 clusters Score -1197932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1197950.375000 Penalty: 4732.839355
	Iteration 11Q: 3 clusters Score -1197950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1197971.625000 Penalty: 4732.839355
	Iteration 12Q: 3 clusters Score -1197972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1197988.500000 Penalty: 4732.839355
	Iteration 13Q: 3 clusters Score -1197988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1198004.375000 Penalty: 4732.839355
	Iteration 14Q: 3 clusters Score -1198004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1198016.000000 Penalty: 4732.839355
	Iteration 15Q: 3 clusters Score -1198016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1198042.500000 Penalty: 4732.839355
	Iteration 16Q: 3 clusters Score -1198042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1198081.625000 Penalty: 4732.839355
	Iteration 17Q: 3 clusters Score -1198082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1198111.750000 Penalty: 4732.839355
	Iteration 18Q: 3 clusters Score -1198112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1198154.500000 Penalty: 4732.839355
	Iteration 19Q: 3 clusters Score -1198154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1198208.875000 Penalty: 4732.839355
	Iteration 20F: 3 clusters Score -1198209 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1198261.875000 Penalty: 4732.839355
	Iteration 21Q: 3 clusters Score -1198262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1198298.375000 Penalty: 4732.839355
	Iteration 22Q: 3 clusters Score -1198298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1198342.250000 Penalty: 4732.839355
	Iteration 23Q: 3 clusters Score -1198342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1198385.000000 Penalty: 4732.839355
	Iteration 24Q: 3 clusters Score -1198385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1198434.000000 Penalty: 4732.839355
	Iteration 25Q: 3 clusters Score -1198434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1198470.750000 Penalty: 4732.839355
	Iteration 26Q: 3 clusters Score -1198471 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1198507.000000 Penalty: 4732.839355
	Iteration 27Q: 3 clusters Score -1198507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1198536.250000 Penalty: 4732.839355
	Iteration 28Q: 3 clusters Score -1198536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1198560.000000 Penalty: 4732.839355
	Iteration 29Q: 3 clusters Score -1198560 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1198584.750000 Penalty: 4732.839355
	Iteration 30Q: 3 clusters Score -1198585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1198615.250000 Penalty: 4732.839355
	Iteration 31Q: 3 clusters Score -1198615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1198652.750000 Penalty: 4732.839355
	Iteration 32Q: 3 clusters Score -1198653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1198683.375000 Penalty: 4732.839355
	Iteration 33Q: 3 clusters Score -1198683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1198714.875000 Penalty: 4732.839355
	Iteration 34Q: 3 clusters Score -1198715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1198743.750000 Penalty: 4732.839355
	Iteration 35Q: 3 clusters Score -1198744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1198758.750000 Penalty: 4732.839355
	Iteration 36Q: 3 clusters Score -1198759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1198779.125000 Penalty: 4732.839355
	Iteration 37Q: 3 clusters Score -1198779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1198795.500000 Penalty: 4732.839355
	Iteration 38Q: 3 clusters Score -1198796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1198813.500000 Penalty: 4732.839355
	Iteration 39Q: 3 clusters Score -1198814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1198828.125000 Penalty: 4732.839355
	Iteration 40F: 3 clusters Score -1198828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1198841.250000 Penalty: 4732.839355
	Iteration 41Q: 3 clusters Score -1198841 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1198848.500000 Penalty: 4732.839355
	Iteration 42Q: 3 clusters Score -1198848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1198855.875000 Penalty: 4732.839355
	Iteration 43Q: 3 clusters Score -1198856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1198866.250000 Penalty: 4732.839355
	Iteration 44Q: 3 clusters Score -1198866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1198875.875000 Penalty: 4732.839355
	Iteration 45Q: 3 clusters Score -1198876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1198881.500000 Penalty: 4732.839355
	Iteration 46Q: 3 clusters Score -1198882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1198892.000000 Penalty: 4732.839355
	Iteration 47Q: 3 clusters Score -1198892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1198894.000000 Penalty: 4732.839355
	Iteration 48Q: 3 clusters Score -1198894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1198893.750000 Penalty: 4732.839355
	Iteration 49Q: 3 clusters Score -1198894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1198897.250000 Penalty: 4732.839355
	Iteration 50Q: 3 clusters Score -1198897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1198903.125000 Penalty: 4732.839355
	Iteration 51Q: 3 clusters Score -1198903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1198906.375000 Penalty: 4732.839355
	Iteration 52Q: 3 clusters Score -1198906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1198908.125000 Penalty: 4732.839355
	Iteration 53Q: 3 clusters Score -1198908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1198911.125000 Penalty: 4732.839355
	Iteration 54Q: 3 clusters Score -1198911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1198912.750000 Penalty: 4732.839355
	Iteration 55Q: 3 clusters Score -1198913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1198912.875000 Penalty: 4732.839355
	Iteration 56Q: 3 clusters Score -1198913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1198911.500000 Penalty: 4732.839355
	Iteration 57Q: 3 clusters Score -1198912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1198911.875000 Penalty: 4732.839355
	Iteration 58Q: 3 clusters Score -1198912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1198914.125000 Penalty: 4732.839355
	Iteration 59Q: 3 clusters Score -1198914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1198913.125000 Penalty: 4732.839355
	Iteration 60F: 3 clusters Score -1198913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 351057 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 3806 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 64258 members 
Mstep: Class 31 contains 27966 members 
Mstep: Class 32 contains 11852 members 
Entering Unmasked Estep 
Score: -112969800.000000 Penalty: 111907.523438
Splitting cluster 25 changes total score from -112963088.000000 to -112969800.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -593021.562500 Penalty: 2230.092529
	Iteration 0F: 2 clusters Score -593021.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -586508.750000 Penalty: 4460.185059
	Iteration 0F: 3 clusters Score -586508.8 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -588615.062500 Penalty: 4460.185059
	Iteration 1F: 3 clusters Score -588615.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -589107.187500 Penalty: 4460.185059
	Iteration 2F: 3 clusters Score -589107.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -589507.875000 Penalty: 4460.185059
	Iteration 3F: 3 clusters Score -589507.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -589939.687500 Penalty: 4460.185059
	Iteration 4F: 3 clusters Score -589939.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -590331.500000 Penalty: 4460.185059
	Iteration 5F: 3 clusters Score -590331.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -590648.125000 Penalty: 4460.185059
	Iteration 6F: 3 clusters Score -590648.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -590906.062500 Penalty: 4460.185059
	Iteration 7Q: 3 clusters Score -590906.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -591119.250000 Penalty: 4460.185059
	Iteration 8Q: 3 clusters Score -591119.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -591328.375000 Penalty: 4460.185059
	Iteration 9Q: 3 clusters Score -591328.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -591554.062500 Penalty: 4460.185059
	Iteration 10Q: 3 clusters Score -591554.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -591736.375000 Penalty: 4460.185059
	Iteration 11Q: 3 clusters Score -591736.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -591872.187500 Penalty: 4460.185059
	Iteration 12Q: 3 clusters Score -591872.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -591958.250000 Penalty: 4460.185059
	Iteration 13Q: 3 clusters Score -591958.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -592017.187500 Penalty: 4460.185059
	Iteration 14Q: 3 clusters Score -592017.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -592059.812500 Penalty: 4460.185059
	Iteration 15Q: 3 clusters Score -592059.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -592090.687500 Penalty: 4460.185059
	Iteration 16Q: 3 clusters Score -592090.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -592117.687500 Penalty: 4460.185059
	Iteration 17Q: 3 clusters Score -592117.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -592148.187500 Penalty: 4460.185059
	Iteration 18Q: 3 clusters Score -592148.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -592199.625000 Penalty: 4460.185059
	Iteration 19Q: 3 clusters Score -592199.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -592247.437500 Penalty: 4460.185059
	Iteration 20F: 3 clusters Score -592247.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -592285.500000 Penalty: 4460.185059
	Iteration 21Q: 3 clusters Score -592285.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -592314.937500 Penalty: 4460.185059
	Iteration 22Q: 3 clusters Score -592314.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -592340.187500 Penalty: 4460.185059
	Iteration 23Q: 3 clusters Score -592340.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -592360.875000 Penalty: 4460.185059
	Iteration 24Q: 3 clusters Score -592360.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -592377.125000 Penalty: 4460.185059
	Iteration 25Q: 3 clusters Score -592377.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -592391.437500 Penalty: 4460.185059
	Iteration 26Q: 3 clusters Score -592391.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -592397.562500 Penalty: 4460.185059
	Iteration 27Q: 3 clusters Score -592397.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -592403.625000 Penalty: 4460.185059
	Iteration 28Q: 3 clusters Score -592403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -592409.375000 Penalty: 4460.185059
	Iteration 29Q: 3 clusters Score -592409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -592413.187500 Penalty: 4460.185059
	Iteration 30Q: 3 clusters Score -592413.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -592418.750000 Penalty: 4460.185059
	Iteration 31Q: 3 clusters Score -592418.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -592425.187500 Penalty: 4460.185059
	Iteration 32Q: 3 clusters Score -592425.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -592428.750000 Penalty: 4460.185059
	Iteration 33Q: 3 clusters Score -592428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -592434.562500 Penalty: 4460.185059
	Iteration 34Q: 3 clusters Score -592434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -592435.500000 Penalty: 4460.185059
	Iteration 35Q: 3 clusters Score -592435.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -592440.875000 Penalty: 4460.185059
	Iteration 36Q: 3 clusters Score -592440.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -592445.500000 Penalty: 4460.185059
	Iteration 37Q: 3 clusters Score -592445.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -592447.312500 Penalty: 4460.185059
	Iteration 38Q: 3 clusters Score -592447.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -592451.250000 Penalty: 4460.185059
	Iteration 39Q: 3 clusters Score -592451.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -592450.562500 Penalty: 4460.185059
	Iteration 40F: 3 clusters Score -592450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -592453.625000 Penalty: 4460.185059
	Iteration 41Q: 3 clusters Score -592453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -592454.625000 Penalty: 4460.185059
	Iteration 42Q: 3 clusters Score -592454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -592458.312500 Penalty: 4460.185059
	Iteration 43Q: 3 clusters Score -592458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -592457.687500 Penalty: 4460.185059
	Iteration 44Q: 3 clusters Score -592457.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -592462.000000 Penalty: 4460.185059
	Iteration 45Q: 3 clusters Score -592462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -592460.750000 Penalty: 4460.185059
	Iteration 46Q: 3 clusters Score -592460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -592461.500000 Penalty: 4460.185059
	Iteration 47Q: 3 clusters Score -592461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -592462.187500 Penalty: 4460.185059
	Iteration 48Q: 3 clusters Score -592462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -592462.187500 Penalty: 4460.185059
	Iteration 49F: 3 clusters Score -592462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Entering Unmasked Estep 
Score: -3109181.500000 Penalty: 2599.037109
	Iteration 0F: 2 clusters Score -3109182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3085019.500000 Penalty: 5198.074219
	Iteration 0F: 3 clusters Score -3085020 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3094145.250000 Penalty: 5198.074219
	Iteration 1F: 3 clusters Score -3094145 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3095157.250000 Penalty: 5198.074219
	Iteration 2F: 3 clusters Score -3095157 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3096511.500000 Penalty: 5198.074219
	Iteration 3F: 3 clusters Score -3096512 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3098199.500000 Penalty: 5198.074219
	Iteration 4F: 3 clusters Score -3098200 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -3100235.500000 Penalty: 5198.074219
	Iteration 5F: 3 clusters Score -3100236 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3102515.750000 Penalty: 5198.074219
	Iteration 6F: 3 clusters Score -3102516 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3104684.250000 Penalty: 5198.074219
	Iteration 7F: 3 clusters Score -3104684 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3106010.750000 Penalty: 5198.074219
	Iteration 8Q: 3 clusters Score -3106011 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3106484.750000 Penalty: 5198.074219
	Iteration 9Q: 3 clusters Score -3106485 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3106678.500000 Penalty: 5198.074219
	Iteration 10Q: 3 clusters Score -3106678 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3106801.000000 Penalty: 5198.074219
	Iteration 11Q: 3 clusters Score -3106801 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3106875.250000 Penalty: 5198.074219
	Iteration 12Q: 3 clusters Score -3106875 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3106936.250000 Penalty: 5198.074219
	Iteration 13Q: 3 clusters Score -3106936 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3106976.500000 Penalty: 5198.074219
	Iteration 14Q: 3 clusters Score -3106976 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3107010.000000 Penalty: 5198.074219
	Iteration 15Q: 3 clusters Score -3107010 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -3107058.750000 Penalty: 5198.074219
	Iteration 16Q: 3 clusters Score -3107059 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3107102.750000 Penalty: 5198.074219
	Iteration 17Q: 3 clusters Score -3107103 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3107141.500000 Penalty: 5198.074219
	Iteration 18Q: 3 clusters Score -3107142 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3107187.000000 Penalty: 5198.074219
	Iteration 19Q: 3 clusters Score -3107187 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3107230.250000 Penalty: 5198.074219
	Iteration 20F: 3 clusters Score -3107230 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3107284.000000 Penalty: 5198.074219
	Iteration 21Q: 3 clusters Score -3107284 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3107346.000000 Penalty: 5198.074219
	Iteration 22Q: 3 clusters Score -3107346 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3107408.500000 Penalty: 5198.074219
	Iteration 23Q: 3 clusters Score -3107408 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3107485.750000 Penalty: 5198.074219
	Iteration 24Q: 3 clusters Score -3107486 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3107544.000000 Penalty: 5198.074219
	Iteration 25Q: 3 clusters Score -3107544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3107569.250000 Penalty: 5198.074219
	Iteration 26Q: 3 clusters Score -3107569 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3107606.000000 Penalty: 5198.074219
	Iteration 27Q: 3 clusters Score -3107606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3107639.250000 Penalty: 5198.074219
	Iteration 28Q: 3 clusters Score -3107639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3107668.750000 Penalty: 5198.074219
	Iteration 29Q: 3 clusters Score -3107669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3107691.750000 Penalty: 5198.074219
	Iteration 30Q: 3 clusters Score -3107692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3107710.250000 Penalty: 5198.074219
	Iteration 31Q: 3 clusters Score -3107710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3107737.250000 Penalty: 5198.074219
	Iteration 32Q: 3 clusters Score -3107737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3107769.000000 Penalty: 5198.074219
	Iteration 33Q: 3 clusters Score -3107769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3107789.250000 Penalty: 5198.074219
	Iteration 34Q: 3 clusters Score -3107789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3107797.750000 Penalty: 5198.074219
	Iteration 35Q: 3 clusters Score -3107798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3107811.250000 Penalty: 5198.074219
	Iteration 36Q: 3 clusters Score -3107811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3107824.500000 Penalty: 5198.074219
	Iteration 37Q: 3 clusters Score -3107824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3107840.500000 Penalty: 5198.074219
	Iteration 38Q: 3 clusters Score -3107840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3107838.500000 Penalty: 5198.074219
	Iteration 39Q: 3 clusters Score -3107838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3107849.250000 Penalty: 5198.074219
	Iteration 40F: 3 clusters Score -3107849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3107844.750000 Penalty: 5198.074219
	Iteration 41Q: 3 clusters Score -3107845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3107857.500000 Penalty: 5198.074219
	Iteration 42Q: 3 clusters Score -3107858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3107853.500000 Penalty: 5198.074219
	Iteration 43Q: 3 clusters Score -3107854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3107869.500000 Penalty: 5198.074219
	Iteration 44Q: 3 clusters Score -3107870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3107874.500000 Penalty: 5198.074219
	Iteration 45Q: 3 clusters Score -3107874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3107883.750000 Penalty: 5198.074219
	Iteration 46Q: 3 clusters Score -3107884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3107878.750000 Penalty: 5198.074219
	Iteration 47Q: 3 clusters Score -3107879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3107881.250000 Penalty: 5198.074219
	Iteration 48Q: 3 clusters Score -3107881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3107879.750000 Penalty: 5198.074219
	Iteration 49Q: 3 clusters Score -3107880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3107882.500000 Penalty: 5198.074219
	Iteration 50Q: 3 clusters Score -3107882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3107882.250000 Penalty: 5198.074219
	Iteration 51Q: 3 clusters Score -3107882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3107883.500000 Penalty: 5198.074219
	Iteration 52Q: 3 clusters Score -3107884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3107879.750000 Penalty: 5198.074219
	Iteration 53Q: 3 clusters Score -3107880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3107878.500000 Penalty: 5198.074219
	Iteration 54Q: 3 clusters Score -3107878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3107881.250000 Penalty: 5198.074219
	Iteration 55Q: 3 clusters Score -3107881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3107883.000000 Penalty: 5198.074219
	Iteration 56Q: 3 clusters Score -3107883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3107880.500000 Penalty: 5198.074219
	Iteration 57Q: 3 clusters Score -3107880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3107880.500000 Penalty: 5198.074219
	Iteration 58F: 3 clusters Score -3107880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -321553.312500 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -321553.3 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 1950 members 
Entering Unmasked Estep 
Score: -317815.218750 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -317815.2 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -318882.375000 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -318882.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -319438.156250 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -319438.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -319930.687500 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -319930.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -320378.281250 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -320378.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -320892.593750 Penalty: 4089.189697
	Iteration 5F: 3 clusters Score -320892.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -321385.468750 Penalty: 4089.189697
	Iteration 6F: 3 clusters Score -321385.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -321604.687500 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -321604.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -321676.218750 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -321676.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -321701.500000 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -321701.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -321710.500000 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -321710.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -321713.250000 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -321713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -321714.156250 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -321714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -321714.781250 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -321714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -321714.781250 Penalty: 4089.189697
	Iteration 14F: 3 clusters Score -321714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 351057 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 1173 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 64258 members 
Mstep: Class 31 contains 27966 members 
Mstep: Class 32 contains 11852 members 
Mstep: Class 33 contains 2633 members 
Entering Unmasked Estep 
Score: -112968456.000000 Penalty: 115404.632812
Splitting cluster 28 changes total score from -112963088.000000 to -112968456.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 16286 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15955 members 
Mstep: Class 6 contains 416435 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 75417 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 33926 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 351057 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 99226 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 15482 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112976152.000000 Penalty: 115404.632812
Iteration 79Q: 34 clusters Score -1.129762e+08 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 31682 members 
Mstep: Class 3 contains 16900 members 
Mstep: Class 4 contains 18763 members 
Mstep: Class 5 contains 16048 members 
Mstep: Class 6 contains 417135 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 75404 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 34602 members 
Mstep: Class 12 contains 16863 members 
Mstep: Class 13 contains 3052 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 5320 members 
Mstep: Class 17 contains 346755 members 
Mstep: Class 18 contains 8198 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 7073 members 
Mstep: Class 21 contains 9009 members 
Mstep: Class 22 contains 101259 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 15784 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 8028 members 
Mstep: Class 27 contains 35827 members 
Mstep: Class 28 contains 1226 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 63142 members 
Mstep: Class 31 contains 27146 members 
Mstep: Class 32 contains 11719 members 
Mstep: Class 33 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980856.000000 Penalty: 115404.632812
Iteration 80F: 34 clusters Score -1.129809e+08 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 31774 members 
Mstep: Class 3 contains 16864 members 
Mstep: Class 4 contains 18665 members 
Mstep: Class 5 contains 16199 members 
Mstep: Class 6 contains 417459 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 75388 members 
Mstep: Class 9 contains 9247 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 34488 members 
Mstep: Class 12 contains 16476 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 5334 members 
Mstep: Class 17 contains 343738 members 
Mstep: Class 18 contains 8199 members 
Mstep: Class 19 contains 9949 members 
Mstep: Class 20 contains 7268 members 
Mstep: Class 21 contains 8871 members 
Mstep: Class 22 contains 101638 members 
Mstep: Class 23 contains 1154 members 
Mstep: Class 24 contains 15908 members 
Mstep: Class 25 contains 2240 members 
Mstep: Class 26 contains 7985 members 
Mstep: Class 27 contains 35725 members 
Mstep: Class 28 contains 1227 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 65208 members 
Mstep: Class 31 contains 27325 members 
Mstep: Class 32 contains 11708 members 
Mstep: Class 33 contains 2795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982664.000000 Penalty: 115404.632812
Iteration 81Q: 34 clusters Score -1.129827e+08 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 31769 members 
Mstep: Class 3 contains 16884 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 16339 members 
Mstep: Class 6 contains 417604 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 75370 members 
Mstep: Class 9 contains 9208 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 34434 members 
Mstep: Class 12 contains 16173 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 3210 members 
Mstep: Class 16 contains 5369 members 
Mstep: Class 17 contains 341758 members 
Mstep: Class 18 contains 8202 members 
Mstep: Class 19 contains 9937 members 
Mstep: Class 20 contains 7425 members 
Mstep: Class 21 contains 8772 members 
Mstep: Class 22 contains 101840 members 
Mstep: Class 23 contains 1160 members 
Mstep: Class 24 contains 15987 members 
Mstep: Class 25 contains 2283 members 
Mstep: Class 26 contains 7969 members 
Mstep: Class 27 contains 35662 members 
Mstep: Class 28 contains 1228 members 
Mstep: Class 29 contains 3313 members 
Mstep: Class 30 contains 66661 members 
Mstep: Class 31 contains 27374 members 
Mstep: Class 32 contains 11683 members 
Mstep: Class 33 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983032.000000 Penalty: 115404.632812
Iteration 82Q: 34 clusters Score -1.12983e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 31730 members 
Mstep: Class 3 contains 16946 members 
Mstep: Class 4 contains 18464 members 
Mstep: Class 5 contains 16447 members 
Mstep: Class 6 contains 417667 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 8 contains 75356 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 34370 members 
Mstep: Class 12 contains 15888 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 6889 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 340103 members 
Mstep: Class 18 contains 8200 members 
Mstep: Class 19 contains 9944 members 
Mstep: Class 20 contains 7515 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 101973 members 
Mstep: Class 23 contains 1164 members 
Mstep: Class 24 contains 16028 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 7972 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 1222 members 
Mstep: Class 29 contains 3402 members 
Mstep: Class 30 contains 67995 members 
Mstep: Class 31 contains 27425 members 
Mstep: Class 32 contains 11639 members 
Mstep: Class 33 contains 3127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983856.000000 Penalty: 115404.632812
Iteration 83Q: 34 clusters Score -1.129839e+08 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 31631 members 
Mstep: Class 3 contains 16985 members 
Mstep: Class 4 contains 18396 members 
Mstep: Class 5 contains 16542 members 
Mstep: Class 6 contains 417689 members 
Mstep: Class 7 contains 5445 members 
Mstep: Class 8 contains 75331 members 
Mstep: Class 9 contains 9151 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 34298 members 
Mstep: Class 12 contains 15602 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 6899 members 
Mstep: Class 15 contains 3373 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 338697 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 7581 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 102035 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 16093 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 7993 members 
Mstep: Class 27 contains 35536 members 
Mstep: Class 28 contains 1217 members 
Mstep: Class 29 contains 3457 members 
Mstep: Class 30 contains 69235 members 
Mstep: Class 31 contains 27462 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112984120.000000 Penalty: 115404.632812
Iteration 84Q: 34 clusters Score -1.129841e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 31501 members 
Mstep: Class 3 contains 17028 members 
Mstep: Class 4 contains 18327 members 
Mstep: Class 5 contains 16636 members 
Mstep: Class 6 contains 417710 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 75316 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 34213 members 
Mstep: Class 12 contains 15325 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 6919 members 
Mstep: Class 15 contains 3433 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 337484 members 
Mstep: Class 18 contains 8227 members 
Mstep: Class 19 contains 10017 members 
Mstep: Class 20 contains 7637 members 
Mstep: Class 21 contains 8641 members 
Mstep: Class 22 contains 102058 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 16140 members 
Mstep: Class 25 contains 2393 members 
Mstep: Class 26 contains 8000 members 
Mstep: Class 27 contains 35495 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 3506 members 
Mstep: Class 30 contains 70358 members 
Mstep: Class 31 contains 27526 members 
Mstep: Class 32 contains 11563 members 
Mstep: Class 33 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112984552.000000 Penalty: 115404.632812
Iteration 85Q: 34 clusters Score -1.129846e+08 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 31354 members 
Mstep: Class 3 contains 17074 members 
Mstep: Class 4 contains 18273 members 
Mstep: Class 5 contains 16723 members 
Mstep: Class 6 contains 417732 members 
Mstep: Class 7 contains 5470 members 
Mstep: Class 8 contains 75299 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 34125 members 
Mstep: Class 12 contains 15030 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6924 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 5435 members 
Mstep: Class 17 contains 336361 members 
Mstep: Class 18 contains 8242 members 
Mstep: Class 19 contains 10043 members 
Mstep: Class 20 contains 7686 members 
Mstep: Class 21 contains 8618 members 
Mstep: Class 22 contains 102101 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 16199 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 8000 members 
Mstep: Class 27 contains 35468 members 
Mstep: Class 28 contains 1213 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 71405 members 
Mstep: Class 31 contains 27592 members 
Mstep: Class 32 contains 11521 members 
Mstep: Class 33 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112984912.000000 Penalty: 115404.632812
Iteration 86Q: 34 clusters Score -1.129849e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 31187 members 
Mstep: Class 3 contains 17120 members 
Mstep: Class 4 contains 18237 members 
Mstep: Class 5 contains 16788 members 
Mstep: Class 6 contains 417757 members 
Mstep: Class 7 contains 5474 members 
Mstep: Class 8 contains 75284 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 34060 members 
Mstep: Class 12 contains 14767 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6937 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 5443 members 
Mstep: Class 17 contains 335345 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 10079 members 
Mstep: Class 20 contains 7730 members 
Mstep: Class 21 contains 8599 members 
Mstep: Class 22 contains 102162 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 16270 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 8016 members 
Mstep: Class 27 contains 35419 members 
Mstep: Class 28 contains 1212 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 72312 members 
Mstep: Class 31 contains 27632 members 
Mstep: Class 32 contains 11483 members 
Mstep: Class 33 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985240.000000 Penalty: 115404.632812
Iteration 87Q: 34 clusters Score -1.129852e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 31005 members 
Mstep: Class 3 contains 17171 members 
Mstep: Class 4 contains 18219 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 417779 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 75273 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 34005 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6942 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 334498 members 
Mstep: Class 18 contains 8276 members 
Mstep: Class 19 contains 10125 members 
Mstep: Class 20 contains 7778 members 
Mstep: Class 21 contains 8575 members 
Mstep: Class 22 contains 102206 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 16372 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 8026 members 
Mstep: Class 27 contains 35356 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 3629 members 
Mstep: Class 30 contains 73057 members 
Mstep: Class 31 contains 27645 members 
Mstep: Class 32 contains 11443 members 
Mstep: Class 33 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985672.000000 Penalty: 115404.632812
Iteration 88Q: 34 clusters Score -1.129857e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 30785 members 
Mstep: Class 3 contains 17240 members 
Mstep: Class 4 contains 18205 members 
Mstep: Class 5 contains 16903 members 
Mstep: Class 6 contains 417801 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 75257 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 10 contains 6352 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 12 contains 14295 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 333732 members 
Mstep: Class 18 contains 8296 members 
Mstep: Class 19 contains 10181 members 
Mstep: Class 20 contains 7801 members 
Mstep: Class 21 contains 8554 members 
Mstep: Class 22 contains 102218 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 16501 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 8034 members 
Mstep: Class 27 contains 35294 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 73770 members 
Mstep: Class 31 contains 27656 members 
Mstep: Class 32 contains 11408 members 
Mstep: Class 33 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985920.000000 Penalty: 115404.632812
Iteration 89Q: 34 clusters Score -1.129859e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 30550 members 
Mstep: Class 3 contains 17295 members 
Mstep: Class 4 contains 18195 members 
Mstep: Class 5 contains 16955 members 
Mstep: Class 6 contains 417828 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 75244 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 33887 members 
Mstep: Class 12 contains 14120 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 333068 members 
Mstep: Class 18 contains 8324 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 7815 members 
Mstep: Class 21 contains 8536 members 
Mstep: Class 22 contains 102200 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 16626 members 
Mstep: Class 25 contains 2509 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 35232 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 74431 members 
Mstep: Class 31 contains 27650 members 
Mstep: Class 32 contains 11368 members 
Mstep: Class 33 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986360.000000 Penalty: 115404.632812
Iteration 90Q: 34 clusters Score -1.129864e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 30303 members 
Mstep: Class 3 contains 17356 members 
Mstep: Class 4 contains 18173 members 
Mstep: Class 5 contains 16991 members 
Mstep: Class 6 contains 417880 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 75231 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 33846 members 
Mstep: Class 12 contains 13968 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6960 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 332471 members 
Mstep: Class 18 contains 8346 members 
Mstep: Class 19 contains 10291 members 
Mstep: Class 20 contains 7832 members 
Mstep: Class 21 contains 8527 members 
Mstep: Class 22 contains 102204 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 16744 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 35174 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 3747 members 
Mstep: Class 30 contains 74979 members 
Mstep: Class 31 contains 27652 members 
Mstep: Class 32 contains 11327 members 
Mstep: Class 33 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986632.000000 Penalty: 115404.632812
Iteration 91Q: 34 clusters Score -1.129866e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 30028 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 18140 members 
Mstep: Class 5 contains 17027 members 
Mstep: Class 6 contains 417914 members 
Mstep: Class 7 contains 5508 members 
Mstep: Class 8 contains 75220 members 
Mstep: Class 9 contains 9060 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 33806 members 
Mstep: Class 12 contains 13840 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6967 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 331947 members 
Mstep: Class 18 contains 8363 members 
Mstep: Class 19 contains 10358 members 
Mstep: Class 20 contains 7845 members 
Mstep: Class 21 contains 8518 members 
Mstep: Class 22 contains 102195 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 16901 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 8024 members 
Mstep: Class 27 contains 35130 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 3785 members 
Mstep: Class 30 contains 75460 members 
Mstep: Class 31 contains 27665 members 
Mstep: Class 32 contains 11294 members 
Mstep: Class 33 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986800.000000 Penalty: 115404.632812
Iteration 92Q: 34 clusters Score -1.129868e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 29747 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 5 contains 17066 members 
Mstep: Class 6 contains 417934 members 
Mstep: Class 7 contains 5519 members 
Mstep: Class 8 contains 75206 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 33778 members 
Mstep: Class 12 contains 13764 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6974 members 
Mstep: Class 15 contains 3954 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 331517 members 
Mstep: Class 18 contains 8373 members 
Mstep: Class 19 contains 10403 members 
Mstep: Class 20 contains 7855 members 
Mstep: Class 21 contains 8505 members 
Mstep: Class 22 contains 102176 members 
Mstep: Class 23 contains 1169 members 
Mstep: Class 24 contains 17060 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 8018 members 
Mstep: Class 27 contains 35077 members 
Mstep: Class 28 contains 1207 members 
Mstep: Class 29 contains 3825 members 
Mstep: Class 30 contains 75905 members 
Mstep: Class 31 contains 27659 members 
Mstep: Class 32 contains 11269 members 
Mstep: Class 33 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987072.000000 Penalty: 115404.632812
Iteration 93Q: 34 clusters Score -1.129871e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 29432 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 18038 members 
Mstep: Class 5 contains 17093 members 
Mstep: Class 6 contains 417971 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 75195 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 6361 members 
Mstep: Class 11 contains 33768 members 
Mstep: Class 12 contains 13707 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 6981 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 331111 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 7874 members 
Mstep: Class 21 contains 8496 members 
Mstep: Class 22 contains 102173 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 17257 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 8023 members 
Mstep: Class 27 contains 35050 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 3860 members 
Mstep: Class 30 contains 76288 members 
Mstep: Class 31 contains 27656 members 
Mstep: Class 32 contains 11248 members 
Mstep: Class 33 contains 4544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986992.000000 Penalty: 115404.632812
Iteration 94Q: 34 clusters Score -1.12987e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 29073 members 
Mstep: Class 3 contains 17600 members 
Mstep: Class 4 contains 17980 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 418009 members 
Mstep: Class 7 contains 5514 members 
Mstep: Class 8 contains 75186 members 
Mstep: Class 9 contains 9047 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 33767 members 
Mstep: Class 12 contains 13660 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 6985 members 
Mstep: Class 15 contains 4040 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 330760 members 
Mstep: Class 18 contains 8391 members 
Mstep: Class 19 contains 10478 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 8494 members 
Mstep: Class 22 contains 102155 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 17501 members 
Mstep: Class 25 contains 2619 members 
Mstep: Class 26 contains 8021 members 
Mstep: Class 27 contains 35010 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 3883 members 
Mstep: Class 30 contains 76644 members 
Mstep: Class 31 contains 27657 members 
Mstep: Class 32 contains 11224 members 
Mstep: Class 33 contains 4567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987096.000000 Penalty: 115404.632812
Iteration 95Q: 34 clusters Score -1.129871e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 28663 members 
Mstep: Class 3 contains 17668 members 
Mstep: Class 4 contains 17942 members 
Mstep: Class 5 contains 17137 members 
Mstep: Class 6 contains 418036 members 
Mstep: Class 7 contains 5516 members 
Mstep: Class 8 contains 75168 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 33754 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 6992 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 16 contains 5577 members 
Mstep: Class 17 contains 330470 members 
Mstep: Class 18 contains 8397 members 
Mstep: Class 19 contains 10499 members 
Mstep: Class 20 contains 7900 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 102121 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 17793 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 34976 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 3899 members 
Mstep: Class 30 contains 76975 members 
Mstep: Class 31 contains 27662 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987056.000000 Penalty: 115404.632812
Iteration 96Q: 34 clusters Score -1.129871e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 28221 members 
Mstep: Class 3 contains 17712 members 
Mstep: Class 4 contains 17915 members 
Mstep: Class 5 contains 17137 members 
Mstep: Class 6 contains 418062 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 75163 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 33742 members 
Mstep: Class 12 contains 13601 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 7000 members 
Mstep: Class 15 contains 4110 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 330240 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 7914 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 102088 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 18115 members 
Mstep: Class 25 contains 2648 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 34929 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 77269 members 
Mstep: Class 31 contains 27663 members 
Mstep: Class 32 contains 11189 members 
Mstep: Class 33 contains 4598 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -1.129874e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 27769 members 
Mstep: Class 3 contains 17753 members 
Mstep: Class 4 contains 17883 members 
Mstep: Class 5 contains 17144 members 
Mstep: Class 6 contains 418079 members 
Mstep: Class 7 contains 5522 members 
Mstep: Class 8 contains 75151 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 6372 members 
Mstep: Class 11 contains 33738 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 7012 members 
Mstep: Class 15 contains 4143 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 330001 members 
Mstep: Class 18 contains 8408 members 
Mstep: Class 19 contains 10576 members 
Mstep: Class 20 contains 7929 members 
Mstep: Class 21 contains 8459 members 
Mstep: Class 22 contains 102070 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 18446 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 8023 members 
Mstep: Class 27 contains 34887 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 3929 members 
Mstep: Class 30 contains 77541 members 
Mstep: Class 31 contains 27661 members 
Mstep: Class 32 contains 11174 members 
Mstep: Class 33 contains 4608 members 
Entering Unmasked Estep 
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Iteration 98Q: 34 clusters Score -1.129874e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 27308 members 
Mstep: Class 3 contains 17775 members 
Mstep: Class 4 contains 17848 members 
Mstep: Class 5 contains 17153 members 
Mstep: Class 6 contains 418106 members 
Mstep: Class 7 contains 5526 members 
Mstep: Class 8 contains 75144 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 6377 members 
Mstep: Class 11 contains 33728 members 
Mstep: Class 12 contains 13534 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 7014 members 
Mstep: Class 15 contains 4181 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 329826 members 
Mstep: Class 18 contains 8414 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 7941 members 
Mstep: Class 21 contains 8452 members 
Mstep: Class 22 contains 102052 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 18772 members 
Mstep: Class 25 contains 2661 members 
Mstep: Class 26 contains 8017 members 
Mstep: Class 27 contains 34849 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 3941 members 
Mstep: Class 30 contains 77775 members 
Mstep: Class 31 contains 27670 members 
Mstep: Class 32 contains 11165 members 
Mstep: Class 33 contains 4616 members 
Entering Unmasked Estep 
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Iteration 99Q: 34 clusters Score -1.129875e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 26814 members 
Mstep: Class 3 contains 17808 members 
Mstep: Class 4 contains 17806 members 
Mstep: Class 5 contains 17153 members 
Mstep: Class 6 contains 418150 members 
Mstep: Class 7 contains 5528 members 
Mstep: Class 8 contains 75135 members 
Mstep: Class 9 contains 9047 members 
Mstep: Class 10 contains 6372 members 
Mstep: Class 11 contains 33717 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 7014 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 5628 members 
Mstep: Class 17 contains 329602 members 
Mstep: Class 18 contains 8411 members 
Mstep: Class 19 contains 10680 members 
Mstep: Class 20 contains 7953 members 
Mstep: Class 21 contains 8447 members 
Mstep: Class 22 contains 102031 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 19125 members 
Mstep: Class 25 contains 2668 members 
Mstep: Class 26 contains 8013 members 
Mstep: Class 27 contains 34830 members 
Mstep: Class 28 contains 1206 members 
Mstep: Class 29 contains 3952 members 
Mstep: Class 30 contains 78023 members 
Mstep: Class 31 contains 27680 members 
Mstep: Class 32 contains 11157 members 
Mstep: Class 33 contains 4618 members 
Entering Unmasked Estep 
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Iteration 100F: 34 clusters Score -1.129882e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 26286 members 
Mstep: Class 3 contains 17834 members 
Mstep: Class 4 contains 17781 members 
Mstep: Class 5 contains 17172 members 
Mstep: Class 6 contains 418167 members 
Mstep: Class 7 contains 5529 members 
Mstep: Class 8 contains 75134 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 33621 members 
Mstep: Class 12 contains 13453 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 7018 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 329379 members 
Mstep: Class 18 contains 8411 members 
Mstep: Class 19 contains 10701 members 
Mstep: Class 20 contains 7957 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 102020 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 19503 members 
Mstep: Class 25 contains 2680 members 
Mstep: Class 26 contains 8015 members 
Mstep: Class 27 contains 34804 members 
Mstep: Class 28 contains 1206 members 
Mstep: Class 29 contains 3970 members 
Mstep: Class 30 contains 78262 members 
Mstep: Class 31 contains 27668 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 4771 members 
Entering Unmasked Estep 
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Iteration 101Q: 34 clusters Score -1.129889e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 25728 members 
Mstep: Class 3 contains 17857 members 
Mstep: Class 4 contains 17773 members 
Mstep: Class 5 contains 17176 members 
Mstep: Class 6 contains 418174 members 
Mstep: Class 7 contains 5538 members 
Mstep: Class 8 contains 75131 members 
Mstep: Class 9 contains 9060 members 
Mstep: Class 10 contains 6384 members 
Mstep: Class 11 contains 33514 members 
Mstep: Class 12 contains 13399 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 7020 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 329198 members 
Mstep: Class 18 contains 8413 members 
Mstep: Class 19 contains 10733 members 
Mstep: Class 20 contains 7963 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 102010 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 19897 members 
Mstep: Class 25 contains 2689 members 
Mstep: Class 26 contains 8021 members 
Mstep: Class 27 contains 34780 members 
Mstep: Class 28 contains 1206 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 78503 members 
Mstep: Class 31 contains 27644 members 
Mstep: Class 32 contains 11144 members 
Mstep: Class 33 contains 4922 members 
Entering Unmasked Estep 
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Iteration 102Q: 34 clusters Score -1.129891e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 25114 members 
Mstep: Class 3 contains 17874 members 
Mstep: Class 4 contains 17757 members 
Mstep: Class 5 contains 17178 members 
Mstep: Class 6 contains 418209 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 75130 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 33392 members 
Mstep: Class 12 contains 13353 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 7026 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 329051 members 
Mstep: Class 18 contains 8411 members 
Mstep: Class 19 contains 10762 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 8431 members 
Mstep: Class 22 contains 102016 members 
Mstep: Class 23 contains 1170 members 
Mstep: Class 24 contains 20298 members 
Mstep: Class 25 contains 2700 members 
Mstep: Class 26 contains 8024 members 
Mstep: Class 27 contains 34762 members 
Mstep: Class 28 contains 1206 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 78738 members 
Mstep: Class 31 contains 27620 members 
Mstep: Class 32 contains 11142 members 
Mstep: Class 33 contains 5061 members 
Entering Unmasked Estep 
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Iteration 103Q: 34 clusters Score -1.129897e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 24515 members 
Mstep: Class 3 contains 17880 members 
Mstep: Class 4 contains 17711 members 
Mstep: Class 5 contains 17189 members 
Mstep: Class 6 contains 418207 members 
Mstep: Class 7 contains 5539 members 
Mstep: Class 8 contains 75127 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 33287 members 
Mstep: Class 12 contains 13315 members 
Mstep: Class 13 contains 3062 members 
Mstep: Class 14 contains 7032 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 5669 members 
Mstep: Class 17 contains 328924 members 
Mstep: Class 18 contains 8414 members 
Mstep: Class 19 contains 10814 members 
Mstep: Class 20 contains 7977 members 
Mstep: Class 21 contains 8432 members 
Mstep: Class 22 contains 102004 members 
Mstep: Class 23 contains 1171 members 
Mstep: Class 24 contains 20704 members 
Mstep: Class 25 contains 2711 members 
Mstep: Class 26 contains 8049 members 
Mstep: Class 27 contains 34742 members 
Mstep: Class 28 contains 1206 members 
Mstep: Class 29 contains 4000 members 
Mstep: Class 30 contains 78968 members 
Mstep: Class 31 contains 27589 members 
Mstep: Class 32 contains 11130 members 
Mstep: Class 33 contains 5189 members 
Entering Unmasked Estep 
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Iteration 104Q: 34 clusters Score -1.129898e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 23916 members 
Mstep: Class 3 contains 17889 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 17205 members 
Mstep: Class 6 contains 418210 members 
Mstep: Class 7 contains 5540 members 
Mstep: Class 8 contains 75120 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 33187 members 
Mstep: Class 12 contains 13289 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7037 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 328824 members 
Mstep: Class 18 contains 8420 members 
Mstep: Class 19 contains 10858 members 
Mstep: Class 20 contains 7987 members 
Mstep: Class 21 contains 8431 members 
Mstep: Class 22 contains 101981 members 
Mstep: Class 23 contains 1171 members 
Mstep: Class 24 contains 21069 members 
Mstep: Class 25 contains 2721 members 
Mstep: Class 26 contains 8067 members 
Mstep: Class 27 contains 34730 members 
Mstep: Class 28 contains 1205 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 79201 members 
Mstep: Class 31 contains 27554 members 
Mstep: Class 32 contains 11119 members 
Mstep: Class 33 contains 5312 members 
Entering Unmasked Estep 
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Iteration 105Q: 34 clusters Score -1.129902e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 23389 members 
Mstep: Class 3 contains 17893 members 
Mstep: Class 4 contains 17649 members 
Mstep: Class 5 contains 17201 members 
Mstep: Class 6 contains 418202 members 
Mstep: Class 7 contains 5530 members 
Mstep: Class 8 contains 75115 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 6414 members 
Mstep: Class 11 contains 33105 members 
Mstep: Class 12 contains 13272 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7042 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 5695 members 
Mstep: Class 17 contains 328730 members 
Mstep: Class 18 contains 8426 members 
Mstep: Class 19 contains 10903 members 
Mstep: Class 20 contains 7999 members 
Mstep: Class 21 contains 8426 members 
Mstep: Class 22 contains 101958 members 
Mstep: Class 23 contains 1171 members 
Mstep: Class 24 contains 21428 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 34716 members 
Mstep: Class 28 contains 1205 members 
Mstep: Class 29 contains 4012 members 
Mstep: Class 30 contains 79405 members 
Mstep: Class 31 contains 27515 members 
Mstep: Class 32 contains 11111 members 
Mstep: Class 33 contains 5417 members 
Entering Unmasked Estep 
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Iteration 106Q: 34 clusters Score -1.129904e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 22905 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 17618 members 
Mstep: Class 5 contains 17208 members 
Mstep: Class 6 contains 418179 members 
Mstep: Class 7 contains 5517 members 
Mstep: Class 8 contains 75114 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 6431 members 
Mstep: Class 11 contains 33009 members 
Mstep: Class 12 contains 13258 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7041 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 328632 members 
Mstep: Class 18 contains 8430 members 
Mstep: Class 19 contains 10979 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 8426 members 
Mstep: Class 22 contains 101946 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 21723 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 8110 members 
Mstep: Class 27 contains 34697 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 4020 members 
Mstep: Class 30 contains 79597 members 
Mstep: Class 31 contains 27481 members 
Mstep: Class 32 contains 11100 members 
Mstep: Class 33 contains 5511 members 
Entering Unmasked Estep 
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Iteration 107Q: 34 clusters Score -1.129905e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 22431 members 
Mstep: Class 3 contains 17906 members 
Mstep: Class 4 contains 17609 members 
Mstep: Class 5 contains 17219 members 
Mstep: Class 6 contains 418154 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 75118 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 32889 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7042 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 328545 members 
Mstep: Class 18 contains 8434 members 
Mstep: Class 19 contains 11070 members 
Mstep: Class 20 contains 8015 members 
Mstep: Class 21 contains 8421 members 
Mstep: Class 22 contains 101933 members 
Mstep: Class 23 contains 1173 members 
Mstep: Class 24 contains 22015 members 
Mstep: Class 25 contains 2754 members 
Mstep: Class 26 contains 8131 members 
Mstep: Class 27 contains 34671 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 4025 members 
Mstep: Class 30 contains 79782 members 
Mstep: Class 31 contains 27447 members 
Mstep: Class 32 contains 11084 members 
Mstep: Class 33 contains 5617 members 
Entering Unmasked Estep 
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Iteration 108Q: 34 clusters Score -1.129908e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 21982 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 17598 members 
Mstep: Class 5 contains 17233 members 
Mstep: Class 6 contains 418149 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 75114 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 6455 members 
Mstep: Class 11 contains 32776 members 
Mstep: Class 12 contains 13224 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7047 members 
Mstep: Class 15 contains 4678 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 328462 members 
Mstep: Class 18 contains 8439 members 
Mstep: Class 19 contains 11160 members 
Mstep: Class 20 contains 8022 members 
Mstep: Class 21 contains 8416 members 
Mstep: Class 22 contains 101920 members 
Mstep: Class 23 contains 1173 members 
Mstep: Class 24 contains 22293 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 8147 members 
Mstep: Class 27 contains 34627 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4032 members 
Mstep: Class 30 contains 79954 members 
Mstep: Class 31 contains 27404 members 
Mstep: Class 32 contains 11070 members 
Mstep: Class 33 contains 5729 members 
Entering Unmasked Estep 
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Iteration 109Q: 34 clusters Score -1.129912e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 21565 members 
Mstep: Class 3 contains 17920 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 17239 members 
Mstep: Class 6 contains 418143 members 
Mstep: Class 7 contains 5497 members 
Mstep: Class 8 contains 75106 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 32683 members 
Mstep: Class 12 contains 13212 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7048 members 
Mstep: Class 15 contains 4704 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 328380 members 
Mstep: Class 18 contains 8440 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 8029 members 
Mstep: Class 21 contains 8404 members 
Mstep: Class 22 contains 101899 members 
Mstep: Class 23 contains 1173 members 
Mstep: Class 24 contains 22549 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 8172 members 
Mstep: Class 27 contains 34598 members 
Mstep: Class 28 contains 1202 members 
Mstep: Class 29 contains 4038 members 
Mstep: Class 30 contains 80098 members 
Mstep: Class 31 contains 27382 members 
Mstep: Class 32 contains 11063 members 
Mstep: Class 33 contains 5834 members 
Entering Unmasked Estep 
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Iteration 110Q: 34 clusters Score -1.129914e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 21179 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 17569 members 
Mstep: Class 5 contains 17242 members 
Mstep: Class 6 contains 418144 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 75098 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 32605 members 
Mstep: Class 12 contains 13205 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7044 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 328319 members 
Mstep: Class 18 contains 8443 members 
Mstep: Class 19 contains 11305 members 
Mstep: Class 20 contains 8039 members 
Mstep: Class 21 contains 8395 members 
Mstep: Class 22 contains 101894 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 22799 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 8189 members 
Mstep: Class 27 contains 34567 members 
Mstep: Class 28 contains 1201 members 
Mstep: Class 29 contains 4049 members 
Mstep: Class 30 contains 80241 members 
Mstep: Class 31 contains 27355 members 
Mstep: Class 32 contains 11049 members 
Mstep: Class 33 contains 5917 members 
Entering Unmasked Estep 
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Iteration 111Q: 34 clusters Score -1.129916e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 20800 members 
Mstep: Class 3 contains 17945 members 
Mstep: Class 4 contains 17556 members 
Mstep: Class 5 contains 17240 members 
Mstep: Class 6 contains 418122 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 75087 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 32536 members 
Mstep: Class 12 contains 13190 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 17 contains 328269 members 
Mstep: Class 18 contains 8448 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 8392 members 
Mstep: Class 22 contains 101880 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 23031 members 
Mstep: Class 25 contains 2767 members 
Mstep: Class 26 contains 8192 members 
Mstep: Class 27 contains 34546 members 
Mstep: Class 28 contains 1201 members 
Mstep: Class 29 contains 4057 members 
Mstep: Class 30 contains 80364 members 
Mstep: Class 31 contains 27341 members 
Mstep: Class 32 contains 11037 members 
Mstep: Class 33 contains 5989 members 
Entering Unmasked Estep 
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Iteration 112Q: 34 clusters Score -1.129916e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 20444 members 
Mstep: Class 3 contains 17955 members 
Mstep: Class 4 contains 17540 members 
Mstep: Class 5 contains 17242 members 
Mstep: Class 6 contains 418131 members 
Mstep: Class 7 contains 5484 members 
Mstep: Class 8 contains 75086 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 32458 members 
Mstep: Class 12 contains 13186 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 7049 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 328192 members 
Mstep: Class 18 contains 8457 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 8047 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 101879 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 23242 members 
Mstep: Class 25 contains 2769 members 
Mstep: Class 26 contains 8193 members 
Mstep: Class 27 contains 34525 members 
Mstep: Class 28 contains 1201 members 
Mstep: Class 29 contains 4059 members 
Mstep: Class 30 contains 80476 members 
Mstep: Class 31 contains 27324 members 
Mstep: Class 32 contains 11029 members 
Mstep: Class 33 contains 6071 members 
Entering Unmasked Estep 
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Iteration 113Q: 34 clusters Score -1.129916e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 20116 members 
Mstep: Class 3 contains 17963 members 
Mstep: Class 4 contains 17530 members 
Mstep: Class 5 contains 17238 members 
Mstep: Class 6 contains 418140 members 
Mstep: Class 7 contains 5476 members 
Mstep: Class 8 contains 75090 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 32397 members 
Mstep: Class 12 contains 13178 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 5731 members 
Mstep: Class 17 contains 328119 members 
Mstep: Class 18 contains 8464 members 
Mstep: Class 19 contains 11578 members 
Mstep: Class 20 contains 8051 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 101875 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 23440 members 
Mstep: Class 25 contains 2773 members 
Mstep: Class 26 contains 8211 members 
Mstep: Class 27 contains 34503 members 
Mstep: Class 28 contains 1201 members 
Mstep: Class 29 contains 4059 members 
Mstep: Class 30 contains 80573 members 
Mstep: Class 31 contains 27306 members 
Mstep: Class 32 contains 11019 members 
Mstep: Class 33 contains 6131 members 
Entering Unmasked Estep 
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Iteration 114Q: 34 clusters Score -1.129917e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 19812 members 
Mstep: Class 3 contains 17974 members 
Mstep: Class 4 contains 17529 members 
Mstep: Class 5 contains 17234 members 
Mstep: Class 6 contains 418144 members 
Mstep: Class 7 contains 5470 members 
Mstep: Class 8 contains 75095 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 6572 members 
Mstep: Class 11 contains 32327 members 
Mstep: Class 12 contains 13170 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 7057 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 328038 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 11671 members 
Mstep: Class 20 contains 8056 members 
Mstep: Class 21 contains 8390 members 
Mstep: Class 22 contains 101853 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 23616 members 
Mstep: Class 25 contains 2779 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 34482 members 
Mstep: Class 28 contains 1202 members 
Mstep: Class 29 contains 4059 members 
Mstep: Class 30 contains 80673 members 
Mstep: Class 31 contains 27289 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 6202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112991536.000000 Penalty: 115404.632812
Iteration 115Q: 34 clusters Score -1.129915e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 19504 members 
Mstep: Class 3 contains 17986 members 
Mstep: Class 4 contains 17526 members 
Mstep: Class 5 contains 17235 members 
Mstep: Class 6 contains 418140 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 75103 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 32248 members 
Mstep: Class 12 contains 13164 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 7057 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 327957 members 
Mstep: Class 18 contains 8466 members 
Mstep: Class 19 contains 11779 members 
Mstep: Class 20 contains 8064 members 
Mstep: Class 21 contains 8386 members 
Mstep: Class 22 contains 101842 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 23796 members 
Mstep: Class 25 contains 2784 members 
Mstep: Class 26 contains 8228 members 
Mstep: Class 27 contains 34471 members 
Mstep: Class 28 contains 1205 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 80755 members 
Mstep: Class 31 contains 27288 members 
Mstep: Class 32 contains 10995 members 
Mstep: Class 33 contains 6263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112991656.000000 Penalty: 115404.632812
Iteration 116Q: 34 clusters Score -1.129917e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 19241 members 
Mstep: Class 3 contains 17999 members 
Mstep: Class 4 contains 17522 members 
Mstep: Class 5 contains 17237 members 
Mstep: Class 6 contains 418123 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 75094 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 6589 members 
Mstep: Class 11 contains 32188 members 
Mstep: Class 12 contains 13157 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 327877 members 
Mstep: Class 18 contains 8463 members 
Mstep: Class 19 contains 11879 members 
Mstep: Class 20 contains 8068 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 101834 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 23988 members 
Mstep: Class 25 contains 2793 members 
Mstep: Class 26 contains 8232 members 
Mstep: Class 27 contains 34466 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 4061 members 
Mstep: Class 30 contains 80835 members 
Mstep: Class 31 contains 27282 members 
Mstep: Class 32 contains 10984 members 
Mstep: Class 33 contains 6323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112992056.000000 Penalty: 115404.632812
Iteration 117Q: 34 clusters Score -1.129921e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 18011 members 
Mstep: Class 4 contains 17515 members 
Mstep: Class 5 contains 17245 members 
Mstep: Class 6 contains 418107 members 
Mstep: Class 7 contains 5443 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 13152 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 7059 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 327798 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 11991 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 8380 members 
Mstep: Class 22 contains 101817 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 24145 members 
Mstep: Class 25 contains 2797 members 
Mstep: Class 26 contains 8243 members 
Mstep: Class 27 contains 34453 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4062 members 
Mstep: Class 30 contains 80915 members 
Mstep: Class 31 contains 27271 members 
Mstep: Class 32 contains 10976 members 
Mstep: Class 33 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112992128.000000 Penalty: 115404.632812
Iteration 118Q: 34 clusters Score -1.129921e+08 nChanged 825
Entering ConstructFrom: 
Score: -112992128.000000 Penalty: 115404.632812
Entering ConstructFrom: 
Trying to split cluster 1 (10504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Entering Unmasked Estep 
Score: -838231.812500 Penalty: 2296.358643
	Iteration 0F: 2 clusters Score -838231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -830168.937500 Penalty: 4592.717285
	Iteration 0F: 3 clusters Score -830168.9 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -832867.562500 Penalty: 4592.717285
	Iteration 1F: 3 clusters Score -832867.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -833796.562500 Penalty: 4592.717285
	Iteration 2F: 3 clusters Score -833796.6 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -834889.562500 Penalty: 4592.717285
	Iteration 3F: 3 clusters Score -834889.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -835822.875000 Penalty: 4592.717285
	Iteration 4F: 3 clusters Score -835822.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -836407.437500 Penalty: 4592.717285
	Iteration 5F: 3 clusters Score -836407.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -836769.125000 Penalty: 4592.717285
	Iteration 6F: 3 clusters Score -836769.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -837008.500000 Penalty: 4592.717285
	Iteration 7Q: 3 clusters Score -837008.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -837148.687500 Penalty: 4592.717285
	Iteration 8Q: 3 clusters Score -837148.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -837243.500000 Penalty: 4592.717285
	Iteration 9Q: 3 clusters Score -837243.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -837339.125000 Penalty: 4592.717285
	Iteration 10Q: 3 clusters Score -837339.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -837416.562500 Penalty: 4592.717285
	Iteration 11Q: 3 clusters Score -837416.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -837466.250000 Penalty: 4592.717285
	Iteration 12Q: 3 clusters Score -837466.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -837498.625000 Penalty: 4592.717285
	Iteration 13Q: 3 clusters Score -837498.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -837522.812500 Penalty: 4592.717285
	Iteration 14Q: 3 clusters Score -837522.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -837549.687500 Penalty: 4592.717285
	Iteration 15Q: 3 clusters Score -837549.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -837571.062500 Penalty: 4592.717285
	Iteration 16Q: 3 clusters Score -837571.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -837593.125000 Penalty: 4592.717285
	Iteration 17Q: 3 clusters Score -837593.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -837606.187500 Penalty: 4592.717285
	Iteration 18Q: 3 clusters Score -837606.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -837631.437500 Penalty: 4592.717285
	Iteration 19Q: 3 clusters Score -837631.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -837654.437500 Penalty: 4592.717285
	Iteration 20F: 3 clusters Score -837654.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -837676.000000 Penalty: 4592.717285
	Iteration 21Q: 3 clusters Score -837676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -837696.125000 Penalty: 4592.717285
	Iteration 22Q: 3 clusters Score -837696.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -837718.937500 Penalty: 4592.717285
	Iteration 23Q: 3 clusters Score -837718.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -837735.687500 Penalty: 4592.717285
	Iteration 24Q: 3 clusters Score -837735.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -837758.125000 Penalty: 4592.717285
	Iteration 25Q: 3 clusters Score -837758.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -837781.500000 Penalty: 4592.717285
	Iteration 26Q: 3 clusters Score -837781.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -837806.500000 Penalty: 4592.717285
	Iteration 27Q: 3 clusters Score -837806.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -837842.875000 Penalty: 4592.717285
	Iteration 28Q: 3 clusters Score -837842.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -837882.250000 Penalty: 4592.717285
	Iteration 29Q: 3 clusters Score -837882.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -837906.562500 Penalty: 4592.717285
	Iteration 30Q: 3 clusters Score -837906.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -837937.000000 Penalty: 4592.717285
	Iteration 31Q: 3 clusters Score -837937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -837972.187500 Penalty: 4592.717285
	Iteration 32Q: 3 clusters Score -837972.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -838007.125000 Penalty: 4592.717285
	Iteration 33Q: 3 clusters Score -838007.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -838045.250000 Penalty: 4592.717285
	Iteration 34Q: 3 clusters Score -838045.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -838080.437500 Penalty: 4592.717285
	Iteration 35Q: 3 clusters Score -838080.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -838111.437500 Penalty: 4592.717285
	Iteration 36Q: 3 clusters Score -838111.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -838138.000000 Penalty: 4592.717285
	Iteration 37Q: 3 clusters Score -838138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -838160.437500 Penalty: 4592.717285
	Iteration 38Q: 3 clusters Score -838160.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -838174.812500 Penalty: 4592.717285
	Iteration 39Q: 3 clusters Score -838174.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -838188.125000 Penalty: 4592.717285
	Iteration 40F: 3 clusters Score -838188.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -838198.375000 Penalty: 4592.717285
	Iteration 41Q: 3 clusters Score -838198.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -838208.062500 Penalty: 4592.717285
	Iteration 42Q: 3 clusters Score -838208.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -838218.937500 Penalty: 4592.717285
	Iteration 43Q: 3 clusters Score -838218.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -838234.812500 Penalty: 4592.717285
	Iteration 44Q: 3 clusters Score -838234.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -838246.750000 Penalty: 4592.717285
	Iteration 45Q: 3 clusters Score -838246.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -838258.437500 Penalty: 4592.717285
	Iteration 46Q: 3 clusters Score -838258.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -838270.937500 Penalty: 4592.717285
	Iteration 47Q: 3 clusters Score -838270.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -838283.250000 Penalty: 4592.717285
	Iteration 48Q: 3 clusters Score -838283.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -838291.562500 Penalty: 4592.717285
	Iteration 49Q: 3 clusters Score -838291.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -838295.625000 Penalty: 4592.717285
	Iteration 50Q: 3 clusters Score -838295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -838298.187500 Penalty: 4592.717285
	Iteration 51Q: 3 clusters Score -838298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -838298.687500 Penalty: 4592.717285
	Iteration 52Q: 3 clusters Score -838298.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -838300.125000 Penalty: 4592.717285
	Iteration 53Q: 3 clusters Score -838300.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -838307.125000 Penalty: 4592.717285
	Iteration 54Q: 3 clusters Score -838307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -838305.687500 Penalty: 4592.717285
	Iteration 55Q: 3 clusters Score -838305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -838309.250000 Penalty: 4592.717285
	Iteration 56Q: 3 clusters Score -838309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -838310.312500 Penalty: 4592.717285
	Iteration 57Q: 3 clusters Score -838310.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -838312.625000 Penalty: 4592.717285
	Iteration 58Q: 3 clusters Score -838312.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -838312.312500 Penalty: 4592.717285
	Iteration 59Q: 3 clusters Score -838312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -838316.062500 Penalty: 4592.717285
	Iteration 60F: 3 clusters Score -838316.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -838316.750000 Penalty: 4592.717285
	Iteration 61Q: 3 clusters Score -838316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -838319.125000 Penalty: 4592.717285
	Iteration 62Q: 3 clusters Score -838319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -838316.062500 Penalty: 4592.717285
	Iteration 63Q: 3 clusters Score -838316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -838318.125000 Penalty: 4592.717285
	Iteration 64Q: 3 clusters Score -838318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -838319.625000 Penalty: 4592.717285
	Iteration 65Q: 3 clusters Score -838319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -838319.312500 Penalty: 4592.717285
	Iteration 66Q: 3 clusters Score -838319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -838319.125000 Penalty: 4592.717285
	Iteration 67Q: 3 clusters Score -838319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -838319.062500 Penalty: 4592.717285
	Iteration 68Q: 3 clusters Score -838319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -838319.125000 Penalty: 4592.717285
	Iteration 69Q: 3 clusters Score -838319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -838320.437500 Penalty: 4592.717285
	Iteration 70Q: 3 clusters Score -838320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -838320.562500 Penalty: 4592.717285
	Iteration 71Q: 3 clusters Score -838320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -838319.500000 Penalty: 4592.717285
	Iteration 72Q: 3 clusters Score -838319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -838320.812500 Penalty: 4592.717285
	Iteration 73Q: 3 clusters Score -838320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -838320.812500 Penalty: 4592.717285
	Iteration 74F: 3 clusters Score -838320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 18810 members 
Mstep: Class 3 contains 18015 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 17249 members 
Mstep: Class 6 contains 418103 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 7063 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 327737 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 101788 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 24268 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 34457 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 80995 members 
Mstep: Class 31 contains 27266 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 6454 members 
Mstep: Class 34 contains 6510 members 
Entering Unmasked Estep 
Score: -112990784.000000 Penalty: 118901.742188
Splitting cluster 1 changes total score from -112992128.000000 to -112990784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Entering Unmasked Estep 
Score: -1500269.250000 Penalty: 2440.851807
	Iteration 0F: 2 clusters Score -1500269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1487022.375000 Penalty: 4881.703613
	Iteration 0F: 3 clusters Score -1487022 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1491777.875000 Penalty: 4881.703613
	Iteration 1F: 3 clusters Score -1491778 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1492527.750000 Penalty: 4881.703613
	Iteration 2F: 3 clusters Score -1492528 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1493304.125000 Penalty: 4881.703613
	Iteration 3F: 3 clusters Score -1493304 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1494080.750000 Penalty: 4881.703613
	Iteration 4F: 3 clusters Score -1494081 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1494745.000000 Penalty: 4881.703613
	Iteration 5F: 3 clusters Score -1494745 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1495429.000000 Penalty: 4881.703613
	Iteration 6F: 3 clusters Score -1495429 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1496057.500000 Penalty: 4881.703613
	Iteration 7Q: 3 clusters Score -1496058 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1496572.375000 Penalty: 4881.703613
	Iteration 8Q: 3 clusters Score -1496572 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1496980.750000 Penalty: 4881.703613
	Iteration 9Q: 3 clusters Score -1496981 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1497343.750000 Penalty: 4881.703613
	Iteration 10Q: 3 clusters Score -1497344 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1497622.875000 Penalty: 4881.703613
	Iteration 11Q: 3 clusters Score -1497623 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1497825.750000 Penalty: 4881.703613
	Iteration 12Q: 3 clusters Score -1497826 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1498003.500000 Penalty: 4881.703613
	Iteration 13Q: 3 clusters Score -1498004 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1498152.625000 Penalty: 4881.703613
	Iteration 14Q: 3 clusters Score -1498153 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1498260.625000 Penalty: 4881.703613
	Iteration 15Q: 3 clusters Score -1498261 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1498369.750000 Penalty: 4881.703613
	Iteration 16Q: 3 clusters Score -1498370 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1498476.750000 Penalty: 4881.703613
	Iteration 17Q: 3 clusters Score -1498477 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1498568.000000 Penalty: 4881.703613
	Iteration 18Q: 3 clusters Score -1498568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1498662.875000 Penalty: 4881.703613
	Iteration 19Q: 3 clusters Score -1498663 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1498732.875000 Penalty: 4881.703613
	Iteration 20F: 3 clusters Score -1498733 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1498789.750000 Penalty: 4881.703613
	Iteration 21Q: 3 clusters Score -1498790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1498841.125000 Penalty: 4881.703613
	Iteration 22Q: 3 clusters Score -1498841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1498868.875000 Penalty: 4881.703613
	Iteration 23Q: 3 clusters Score -1498869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1498891.750000 Penalty: 4881.703613
	Iteration 24Q: 3 clusters Score -1498892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1498901.625000 Penalty: 4881.703613
	Iteration 25Q: 3 clusters Score -1498902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1498911.875000 Penalty: 4881.703613
	Iteration 26Q: 3 clusters Score -1498912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1498927.250000 Penalty: 4881.703613
	Iteration 27Q: 3 clusters Score -1498927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1498934.625000 Penalty: 4881.703613
	Iteration 28Q: 3 clusters Score -1498935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1498944.125000 Penalty: 4881.703613
	Iteration 29Q: 3 clusters Score -1498944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1498946.250000 Penalty: 4881.703613
	Iteration 30Q: 3 clusters Score -1498946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1498950.250000 Penalty: 4881.703613
	Iteration 31Q: 3 clusters Score -1498950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1498956.500000 Penalty: 4881.703613
	Iteration 32Q: 3 clusters Score -1498956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1498963.750000 Penalty: 4881.703613
	Iteration 33Q: 3 clusters Score -1498964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1498970.000000 Penalty: 4881.703613
	Iteration 34Q: 3 clusters Score -1498970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1498975.500000 Penalty: 4881.703613
	Iteration 35Q: 3 clusters Score -1498976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1498975.375000 Penalty: 4881.703613
	Iteration 36Q: 3 clusters Score -1498975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1498978.375000 Penalty: 4881.703613
	Iteration 37Q: 3 clusters Score -1498978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1498978.500000 Penalty: 4881.703613
	Iteration 38Q: 3 clusters Score -1498978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1498980.375000 Penalty: 4881.703613
	Iteration 39Q: 3 clusters Score -1498980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1498980.750000 Penalty: 4881.703613
	Iteration 40F: 3 clusters Score -1498981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1498980.875000 Penalty: 4881.703613
	Iteration 41Q: 3 clusters Score -1498981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1498984.250000 Penalty: 4881.703613
	Iteration 42Q: 3 clusters Score -1498984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1498984.875000 Penalty: 4881.703613
	Iteration 43Q: 3 clusters Score -1498985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1498982.875000 Penalty: 4881.703613
	Iteration 44Q: 3 clusters Score -1498983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1498985.125000 Penalty: 4881.703613
	Iteration 45Q: 3 clusters Score -1498985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1498983.250000 Penalty: 4881.703613
	Iteration 46Q: 3 clusters Score -1498983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1498984.000000 Penalty: 4881.703613
	Iteration 47Q: 3 clusters Score -1498984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1498983.250000 Penalty: 4881.703613
	Iteration 48Q: 3 clusters Score -1498983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1498984.625000 Penalty: 4881.703613
	Iteration 49Q: 3 clusters Score -1498985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1498984.625000 Penalty: 4881.703613
	Iteration 50F: 3 clusters Score -1498985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Entering Unmasked Estep 
Score: -1622932.000000 Penalty: 2430.142090
	Iteration 0F: 2 clusters Score -1622932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1610099.000000 Penalty: 4860.284180
	Iteration 0F: 3 clusters Score -1610099 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1614281.500000 Penalty: 4860.284180
	Iteration 1F: 3 clusters Score -1614282 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1614615.250000 Penalty: 4860.284180
	Iteration 2F: 3 clusters Score -1614615 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1614847.500000 Penalty: 4860.284180
	Iteration 3Q: 3 clusters Score -1614848 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1615056.875000 Penalty: 4860.284180
	Iteration 4Q: 3 clusters Score -1615057 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1615287.875000 Penalty: 4860.284180
	Iteration 5Q: 3 clusters Score -1615288 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1615536.625000 Penalty: 4860.284180
	Iteration 6Q: 3 clusters Score -1615537 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1615879.625000 Penalty: 4860.284180
	Iteration 7Q: 3 clusters Score -1615880 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1616370.375000 Penalty: 4860.284180
	Iteration 8Q: 3 clusters Score -1616370 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1617017.625000 Penalty: 4860.284180
	Iteration 9F: 3 clusters Score -1617018 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1617919.500000 Penalty: 4860.284180
	Iteration 10F: 3 clusters Score -1617920 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1618980.250000 Penalty: 4860.284180
	Iteration 11F: 3 clusters Score -1618980 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1620069.625000 Penalty: 4860.284180
	Iteration 12F: 3 clusters Score -1620070 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1620994.250000 Penalty: 4860.284180
	Iteration 13Q: 3 clusters Score -1620994 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1621827.125000 Penalty: 4860.284180
	Iteration 14Q: 3 clusters Score -1621827 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1622361.500000 Penalty: 4860.284180
	Iteration 15Q: 3 clusters Score -1622362 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1622605.750000 Penalty: 4860.284180
	Iteration 16Q: 3 clusters Score -1622606 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1622730.625000 Penalty: 4860.284180
	Iteration 17Q: 3 clusters Score -1622731 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1622793.375000 Penalty: 4860.284180
	Iteration 18Q: 3 clusters Score -1622793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1622857.000000 Penalty: 4860.284180
	Iteration 19Q: 3 clusters Score -1622857 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1622983.750000 Penalty: 4860.284180
	Iteration 20F: 3 clusters Score -1622984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1623069.750000 Penalty: 4860.284180
	Iteration 21Q: 3 clusters Score -1623070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1623112.625000 Penalty: 4860.284180
	Iteration 22Q: 3 clusters Score -1623113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1623161.250000 Penalty: 4860.284180
	Iteration 23Q: 3 clusters Score -1623161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1623203.375000 Penalty: 4860.284180
	Iteration 24Q: 3 clusters Score -1623203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -1623239.625000 Penalty: 4860.284180
	Iteration 25Q: 3 clusters Score -1623240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1623268.000000 Penalty: 4860.284180
	Iteration 26Q: 3 clusters Score -1623268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1623295.250000 Penalty: 4860.284180
	Iteration 27Q: 3 clusters Score -1623295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1623328.375000 Penalty: 4860.284180
	Iteration 28Q: 3 clusters Score -1623328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1623362.750000 Penalty: 4860.284180
	Iteration 29Q: 3 clusters Score -1623363 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1623384.750000 Penalty: 4860.284180
	Iteration 30Q: 3 clusters Score -1623385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1623415.625000 Penalty: 4860.284180
	Iteration 31Q: 3 clusters Score -1623416 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1623438.250000 Penalty: 4860.284180
	Iteration 32Q: 3 clusters Score -1623438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1623454.250000 Penalty: 4860.284180
	Iteration 33Q: 3 clusters Score -1623454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1623463.875000 Penalty: 4860.284180
	Iteration 34Q: 3 clusters Score -1623464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1623470.250000 Penalty: 4860.284180
	Iteration 35Q: 3 clusters Score -1623470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1623486.750000 Penalty: 4860.284180
	Iteration 36Q: 3 clusters Score -1623487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1623497.500000 Penalty: 4860.284180
	Iteration 37Q: 3 clusters Score -1623498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1623502.875000 Penalty: 4860.284180
	Iteration 38Q: 3 clusters Score -1623503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1623510.000000 Penalty: 4860.284180
	Iteration 39Q: 3 clusters Score -1623510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1623519.125000 Penalty: 4860.284180
	Iteration 40F: 3 clusters Score -1623519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1623530.250000 Penalty: 4860.284180
	Iteration 41Q: 3 clusters Score -1623530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1623534.500000 Penalty: 4860.284180
	Iteration 42Q: 3 clusters Score -1623534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1623538.750000 Penalty: 4860.284180
	Iteration 43Q: 3 clusters Score -1623539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1623538.500000 Penalty: 4860.284180
	Iteration 44Q: 3 clusters Score -1623538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1623541.750000 Penalty: 4860.284180
	Iteration 45Q: 3 clusters Score -1623542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1623541.875000 Penalty: 4860.284180
	Iteration 46Q: 3 clusters Score -1623542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1623546.875000 Penalty: 4860.284180
	Iteration 47Q: 3 clusters Score -1623547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1623549.000000 Penalty: 4860.284180
	Iteration 48Q: 3 clusters Score -1623549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1623550.375000 Penalty: 4860.284180
	Iteration 49Q: 3 clusters Score -1623550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1623555.125000 Penalty: 4860.284180
	Iteration 50Q: 3 clusters Score -1623555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1623557.125000 Penalty: 4860.284180
	Iteration 51Q: 3 clusters Score -1623557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1623559.125000 Penalty: 4860.284180
	Iteration 52Q: 3 clusters Score -1623559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1623559.000000 Penalty: 4860.284180
	Iteration 53Q: 3 clusters Score -1623559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1623558.125000 Penalty: 4860.284180
	Iteration 54Q: 3 clusters Score -1623558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1623561.375000 Penalty: 4860.284180
	Iteration 55Q: 3 clusters Score -1623561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1623563.375000 Penalty: 4860.284180
	Iteration 56Q: 3 clusters Score -1623563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1623561.250000 Penalty: 4860.284180
	Iteration 57Q: 3 clusters Score -1623561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1623560.250000 Penalty: 4860.284180
	Iteration 58Q: 3 clusters Score -1623560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1623560.250000 Penalty: 4860.284180
	Iteration 59F: 3 clusters Score -1623560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18810 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 17249 members 
Mstep: Class 6 contains 418103 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 7063 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 327737 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 101788 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 24268 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 34457 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 80995 members 
Mstep: Class 31 contains 27266 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 6454 members 
Mstep: Class 34 contains 14265 members 
Entering Unmasked Estep 
Score: -112991952.000000 Penalty: 118901.742188
Splitting cluster 3 changes total score from -112992128.000000 to -112991952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Entering Unmasked Estep 
Score: -1510165.375000 Penalty: 2423.104980
	Iteration 0F: 2 clusters Score -1510165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1497582.375000 Penalty: 4846.209961
	Iteration 0F: 3 clusters Score -1497582 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1501700.500000 Penalty: 4846.209961
	Iteration 1F: 3 clusters Score -1501700 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1502071.000000 Penalty: 4846.209961
	Iteration 2F: 3 clusters Score -1502071 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1502387.000000 Penalty: 4846.209961
	Iteration 3Q: 3 clusters Score -1502387 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1502689.500000 Penalty: 4846.209961
	Iteration 4Q: 3 clusters Score -1502690 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1502989.375000 Penalty: 4846.209961
	Iteration 5Q: 3 clusters Score -1502989 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1503337.250000 Penalty: 4846.209961
	Iteration 6Q: 3 clusters Score -1503337 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1503693.500000 Penalty: 4846.209961
	Iteration 7Q: 3 clusters Score -1503694 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1504069.625000 Penalty: 4846.209961
	Iteration 8Q: 3 clusters Score -1504070 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1504479.750000 Penalty: 4846.209961
	Iteration 9Q: 3 clusters Score -1504480 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1504929.625000 Penalty: 4846.209961
	Iteration 10Q: 3 clusters Score -1504930 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1505468.125000 Penalty: 4846.209961
	Iteration 11Q: 3 clusters Score -1505468 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1506096.875000 Penalty: 4846.209961
	Iteration 12Q: 3 clusters Score -1506097 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1506708.625000 Penalty: 4846.209961
	Iteration 13Q: 3 clusters Score -1506709 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1507210.000000 Penalty: 4846.209961
	Iteration 14Q: 3 clusters Score -1507210 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1507566.625000 Penalty: 4846.209961
	Iteration 15Q: 3 clusters Score -1507567 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1507815.125000 Penalty: 4846.209961
	Iteration 16Q: 3 clusters Score -1507815 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1507999.000000 Penalty: 4846.209961
	Iteration 17Q: 3 clusters Score -1507999 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1508122.125000 Penalty: 4846.209961
	Iteration 18Q: 3 clusters Score -1508122 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1508190.500000 Penalty: 4846.209961
	Iteration 19Q: 3 clusters Score -1508190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1508244.625000 Penalty: 4846.209961
	Iteration 20F: 3 clusters Score -1508245 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1508266.250000 Penalty: 4846.209961
	Iteration 21Q: 3 clusters Score -1508266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1508288.875000 Penalty: 4846.209961
	Iteration 22Q: 3 clusters Score -1508289 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1508308.750000 Penalty: 4846.209961
	Iteration 23Q: 3 clusters Score -1508309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1508313.375000 Penalty: 4846.209961
	Iteration 24Q: 3 clusters Score -1508313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1508327.000000 Penalty: 4846.209961
	Iteration 25Q: 3 clusters Score -1508327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1508327.750000 Penalty: 4846.209961
	Iteration 26Q: 3 clusters Score -1508328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1508338.250000 Penalty: 4846.209961
	Iteration 27Q: 3 clusters Score -1508338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1508340.125000 Penalty: 4846.209961
	Iteration 28Q: 3 clusters Score -1508340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1508349.750000 Penalty: 4846.209961
	Iteration 29Q: 3 clusters Score -1508350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1508351.375000 Penalty: 4846.209961
	Iteration 30Q: 3 clusters Score -1508351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1508349.375000 Penalty: 4846.209961
	Iteration 31Q: 3 clusters Score -1508349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1508350.625000 Penalty: 4846.209961
	Iteration 32Q: 3 clusters Score -1508351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1508359.000000 Penalty: 4846.209961
	Iteration 33Q: 3 clusters Score -1508359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1508356.125000 Penalty: 4846.209961
	Iteration 34Q: 3 clusters Score -1508356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1508360.250000 Penalty: 4846.209961
	Iteration 35Q: 3 clusters Score -1508360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1508366.500000 Penalty: 4846.209961
	Iteration 36Q: 3 clusters Score -1508366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1508374.500000 Penalty: 4846.209961
	Iteration 37Q: 3 clusters Score -1508374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1508373.125000 Penalty: 4846.209961
	Iteration 38Q: 3 clusters Score -1508373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1508378.125000 Penalty: 4846.209961
	Iteration 39Q: 3 clusters Score -1508378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1508384.125000 Penalty: 4846.209961
	Iteration 40F: 3 clusters Score -1508384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1508384.250000 Penalty: 4846.209961
	Iteration 41Q: 3 clusters Score -1508384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1508390.750000 Penalty: 4846.209961
	Iteration 42Q: 3 clusters Score -1508391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1508388.250000 Penalty: 4846.209961
	Iteration 43Q: 3 clusters Score -1508388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1508392.000000 Penalty: 4846.209961
	Iteration 44Q: 3 clusters Score -1508392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1508400.750000 Penalty: 4846.209961
	Iteration 45Q: 3 clusters Score -1508401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1508396.125000 Penalty: 4846.209961
	Iteration 46Q: 3 clusters Score -1508396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1508395.125000 Penalty: 4846.209961
	Iteration 47Q: 3 clusters Score -1508395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1508400.125000 Penalty: 4846.209961
	Iteration 48Q: 3 clusters Score -1508400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1508398.250000 Penalty: 4846.209961
	Iteration 49Q: 3 clusters Score -1508398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1508404.375000 Penalty: 4846.209961
	Iteration 50Q: 3 clusters Score -1508404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1508405.250000 Penalty: 4846.209961
	Iteration 51Q: 3 clusters Score -1508405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1508405.250000 Penalty: 4846.209961
	Iteration 52Q: 3 clusters Score -1508405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1508409.125000 Penalty: 4846.209961
	Iteration 53Q: 3 clusters Score -1508409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1508412.500000 Penalty: 4846.209961
	Iteration 54Q: 3 clusters Score -1508412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1508409.125000 Penalty: 4846.209961
	Iteration 55Q: 3 clusters Score -1508409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1508406.250000 Penalty: 4846.209961
	Iteration 56Q: 3 clusters Score -1508406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1508406.625000 Penalty: 4846.209961
	Iteration 57Q: 3 clusters Score -1508407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1508408.875000 Penalty: 4846.209961
	Iteration 58Q: 3 clusters Score -1508409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1508411.875000 Penalty: 4846.209961
	Iteration 59Q: 3 clusters Score -1508412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1508412.875000 Penalty: 4846.209961
	Iteration 60F: 3 clusters Score -1508413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1508413.500000 Penalty: 4846.209961
	Iteration 61Q: 3 clusters Score -1508414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1508413.375000 Penalty: 4846.209961
	Iteration 62Q: 3 clusters Score -1508413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1508412.625000 Penalty: 4846.209961
	Iteration 63Q: 3 clusters Score -1508413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1508415.375000 Penalty: 4846.209961
	Iteration 64Q: 3 clusters Score -1508415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1508415.375000 Penalty: 4846.209961
	Iteration 65Q: 3 clusters Score -1508415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1508415.375000 Penalty: 4846.209961
	Iteration 66Q: 3 clusters Score -1508415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1508416.750000 Penalty: 4846.209961
	Iteration 67Q: 3 clusters Score -1508417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1508417.000000 Penalty: 4846.209961
	Iteration 68Q: 3 clusters Score -1508417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1508417.000000 Penalty: 4846.209961
	Iteration 69Q: 3 clusters Score -1508417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1508420.000000 Penalty: 4846.209961
	Iteration 70Q: 3 clusters Score -1508420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1508415.250000 Penalty: 4846.209961
	Iteration 71Q: 3 clusters Score -1508415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1508415.250000 Penalty: 4846.209961
	Iteration 72F: 3 clusters Score -1508415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Entering Unmasked Estep 
Score: -1516029.875000 Penalty: 2419.366211
	Iteration 0F: 2 clusters Score -1516030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1503683.875000 Penalty: 4838.732422
	Iteration 0F: 3 clusters Score -1503684 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1507840.750000 Penalty: 4838.732422
	Iteration 1F: 3 clusters Score -1507841 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1508227.125000 Penalty: 4838.732422
	Iteration 2F: 3 clusters Score -1508227 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1508539.625000 Penalty: 4838.732422
	Iteration 3Q: 3 clusters Score -1508540 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1508817.875000 Penalty: 4838.732422
	Iteration 4Q: 3 clusters Score -1508818 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1509080.875000 Penalty: 4838.732422
	Iteration 5Q: 3 clusters Score -1509081 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1509372.375000 Penalty: 4838.732422
	Iteration 6Q: 3 clusters Score -1509372 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1509665.625000 Penalty: 4838.732422
	Iteration 7Q: 3 clusters Score -1509666 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1509938.750000 Penalty: 4838.732422
	Iteration 8Q: 3 clusters Score -1509939 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1510228.875000 Penalty: 4838.732422
	Iteration 9Q: 3 clusters Score -1510229 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1510577.000000 Penalty: 4838.732422
	Iteration 10Q: 3 clusters Score -1510577 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1511015.875000 Penalty: 4838.732422
	Iteration 11Q: 3 clusters Score -1511016 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1511549.750000 Penalty: 4838.732422
	Iteration 12Q: 3 clusters Score -1511550 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1512152.000000 Penalty: 4838.732422
	Iteration 13Q: 3 clusters Score -1512152 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1512800.125000 Penalty: 4838.732422
	Iteration 14Q: 3 clusters Score -1512800 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1513333.875000 Penalty: 4838.732422
	Iteration 15Q: 3 clusters Score -1513334 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1513662.375000 Penalty: 4838.732422
	Iteration 16Q: 3 clusters Score -1513662 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1513851.750000 Penalty: 4838.732422
	Iteration 17Q: 3 clusters Score -1513852 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1513965.000000 Penalty: 4838.732422
	Iteration 18Q: 3 clusters Score -1513965 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1514032.750000 Penalty: 4838.732422
	Iteration 19Q: 3 clusters Score -1514033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1514092.250000 Penalty: 4838.732422
	Iteration 20F: 3 clusters Score -1514092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1514137.750000 Penalty: 4838.732422
	Iteration 21Q: 3 clusters Score -1514138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1514159.500000 Penalty: 4838.732422
	Iteration 22Q: 3 clusters Score -1514160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1514179.000000 Penalty: 4838.732422
	Iteration 23Q: 3 clusters Score -1514179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1514194.375000 Penalty: 4838.732422
	Iteration 24Q: 3 clusters Score -1514194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1514205.500000 Penalty: 4838.732422
	Iteration 25Q: 3 clusters Score -1514206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1514210.125000 Penalty: 4838.732422
	Iteration 26Q: 3 clusters Score -1514210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1514221.750000 Penalty: 4838.732422
	Iteration 27Q: 3 clusters Score -1514222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1514221.375000 Penalty: 4838.732422
	Iteration 28Q: 3 clusters Score -1514221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1514223.125000 Penalty: 4838.732422
	Iteration 29Q: 3 clusters Score -1514223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1514231.250000 Penalty: 4838.732422
	Iteration 30Q: 3 clusters Score -1514231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1514236.250000 Penalty: 4838.732422
	Iteration 31Q: 3 clusters Score -1514236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1514238.875000 Penalty: 4838.732422
	Iteration 32Q: 3 clusters Score -1514239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1514245.250000 Penalty: 4838.732422
	Iteration 33Q: 3 clusters Score -1514245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1514249.375000 Penalty: 4838.732422
	Iteration 34Q: 3 clusters Score -1514249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1514251.750000 Penalty: 4838.732422
	Iteration 35Q: 3 clusters Score -1514252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1514254.000000 Penalty: 4838.732422
	Iteration 36Q: 3 clusters Score -1514254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1514260.000000 Penalty: 4838.732422
	Iteration 37Q: 3 clusters Score -1514260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1514261.000000 Penalty: 4838.732422
	Iteration 38Q: 3 clusters Score -1514261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1514261.375000 Penalty: 4838.732422
	Iteration 39Q: 3 clusters Score -1514261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1514261.125000 Penalty: 4838.732422
	Iteration 40F: 3 clusters Score -1514261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1514263.375000 Penalty: 4838.732422
	Iteration 41Q: 3 clusters Score -1514263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1514264.375000 Penalty: 4838.732422
	Iteration 42Q: 3 clusters Score -1514264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1514261.625000 Penalty: 4838.732422
	Iteration 43Q: 3 clusters Score -1514262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1514264.500000 Penalty: 4838.732422
	Iteration 44Q: 3 clusters Score -1514264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1514264.000000 Penalty: 4838.732422
	Iteration 45Q: 3 clusters Score -1514264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1514263.375000 Penalty: 4838.732422
	Iteration 46Q: 3 clusters Score -1514263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1514264.875000 Penalty: 4838.732422
	Iteration 47Q: 3 clusters Score -1514265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1514264.875000 Penalty: 4838.732422
	Iteration 48F: 3 clusters Score -1514265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418103 members 
Entering Unmasked Estep 
Score: -36905752.000000 Penalty: 3209.983887
	Iteration 0F: 2 clusters Score -3.690575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209405 members 
Mstep: Class 2 contains 208698 members 
Entering Unmasked Estep 
Score: -36624144.000000 Penalty: 6419.967773
	Iteration 0F: 3 clusters Score -3.662414e+07 nChanged 203518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220297 members 
Mstep: Class 2 contains 197806 members 
Entering Unmasked Estep 
Score: -36745636.000000 Penalty: 6419.967773
	Iteration 1F: 3 clusters Score -3.674564e+07 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226870 members 
Mstep: Class 2 contains 191233 members 
Entering Unmasked Estep 
Score: -36748504.000000 Penalty: 6419.967773
	Iteration 2Q: 3 clusters Score -3.67485e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237234 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -36753076.000000 Penalty: 6419.967773
	Iteration 3Q: 3 clusters Score -3.675308e+07 nChanged 19168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253276 members 
Mstep: Class 2 contains 164827 members 
Entering Unmasked Estep 
Score: -36761820.000000 Penalty: 6419.967773
	Iteration 4Q: 3 clusters Score -3.676182e+07 nChanged 25773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276465 members 
Mstep: Class 2 contains 141638 members 
Entering Unmasked Estep 
Score: -36777152.000000 Penalty: 6419.967773
	Iteration 5F: 3 clusters Score -3.677715e+07 nChanged 32028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306521 members 
Mstep: Class 2 contains 111582 members 
Entering Unmasked Estep 
Score: -36801232.000000 Penalty: 6419.967773
	Iteration 6F: 3 clusters Score -3.680123e+07 nChanged 34533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339780 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -36831316.000000 Penalty: 6419.967773
	Iteration 7F: 3 clusters Score -3.683132e+07 nChanged 30530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369752 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -36859380.000000 Penalty: 6419.967773
	Iteration 8F: 3 clusters Score -3.685938e+07 nChanged 22857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392471 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -36880844.000000 Penalty: 6419.967773
	Iteration 9F: 3 clusters Score -3.688084e+07 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406421 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -36893576.000000 Penalty: 6419.967773
	Iteration 10Q: 3 clusters Score -3.689358e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413103 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -36899112.000000 Penalty: 6419.967773
	Iteration 11Q: 3 clusters Score -3.689911e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415779 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -36901420.000000 Penalty: 6419.967773
	Iteration 12Q: 3 clusters Score -3.690142e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416707 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -36902504.000000 Penalty: 6419.967773
	Iteration 13Q: 3 clusters Score -3.69025e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416953 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -36902920.000000 Penalty: 6419.967773
	Iteration 14Q: 3 clusters Score -3.690292e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417050 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -36903116.000000 Penalty: 6419.967773
	Iteration 15Q: 3 clusters Score -3.690312e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417078 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -36903268.000000 Penalty: 6419.967773
	Iteration 16Q: 3 clusters Score -3.690327e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417081 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -36903312.000000 Penalty: 6419.967773
	Iteration 17Q: 3 clusters Score -3.690331e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417069 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -36903424.000000 Penalty: 6419.967773
	Iteration 18Q: 3 clusters Score -3.690342e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417055 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -36903452.000000 Penalty: 6419.967773
	Iteration 19Q: 3 clusters Score -3.690345e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417054 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -36903428.000000 Penalty: 6419.967773
	Iteration 20F: 3 clusters Score -3.690343e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -36903488.000000 Penalty: 6419.967773
	Iteration 21Q: 3 clusters Score -3.690349e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417029 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -36903496.000000 Penalty: 6419.967773
	Iteration 22Q: 3 clusters Score -3.69035e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417016 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -36903552.000000 Penalty: 6419.967773
	Iteration 23Q: 3 clusters Score -3.690355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417006 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -36903540.000000 Penalty: 6419.967773
	Iteration 24Q: 3 clusters Score -3.690354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417002 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -36903604.000000 Penalty: 6419.967773
	Iteration 25Q: 3 clusters Score -3.69036e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417000 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -36903632.000000 Penalty: 6419.967773
	Iteration 26Q: 3 clusters Score -3.690363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416994 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -36903652.000000 Penalty: 6419.967773
	Iteration 27Q: 3 clusters Score -3.690365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416985 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -36903628.000000 Penalty: 6419.967773
	Iteration 28Q: 3 clusters Score -3.690363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416984 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -36903644.000000 Penalty: 6419.967773
	Iteration 29Q: 3 clusters Score -3.690364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416985 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -36903636.000000 Penalty: 6419.967773
	Iteration 30Q: 3 clusters Score -3.690364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416980 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -36903620.000000 Penalty: 6419.967773
	Iteration 31Q: 3 clusters Score -3.690362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416976 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -36903640.000000 Penalty: 6419.967773
	Iteration 32Q: 3 clusters Score -3.690364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416972 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -36903620.000000 Penalty: 6419.967773
	Iteration 33Q: 3 clusters Score -3.690362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416966 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -36903676.000000 Penalty: 6419.967773
	Iteration 34Q: 3 clusters Score -3.690368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416964 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -36903704.000000 Penalty: 6419.967773
	Iteration 35Q: 3 clusters Score -3.69037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416962 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -36903688.000000 Penalty: 6419.967773
	Iteration 36Q: 3 clusters Score -3.690369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416964 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -36903672.000000 Penalty: 6419.967773
	Iteration 37Q: 3 clusters Score -3.690367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416963 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -36903688.000000 Penalty: 6419.967773
	Iteration 38Q: 3 clusters Score -3.690369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416960 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -36903684.000000 Penalty: 6419.967773
	Iteration 39Q: 3 clusters Score -3.690368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416958 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -36903696.000000 Penalty: 6419.967773
	Iteration 40F: 3 clusters Score -3.69037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416957 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -36903724.000000 Penalty: 6419.967773
	Iteration 41Q: 3 clusters Score -3.690372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416954 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -36903716.000000 Penalty: 6419.967773
	Iteration 42Q: 3 clusters Score -3.690372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416951 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -36903720.000000 Penalty: 6419.967773
	Iteration 43Q: 3 clusters Score -3.690372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416951 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -36903720.000000 Penalty: 6419.967773
	Iteration 44Q: 3 clusters Score -3.690372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416949 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -36903732.000000 Penalty: 6419.967773
	Iteration 45Q: 3 clusters Score -3.690373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416948 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36903744.000000 Penalty: 6419.967773
	Iteration 46Q: 3 clusters Score -3.690374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416948 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36903744.000000 Penalty: 6419.967773
	Iteration 47F: 3 clusters Score -3.690374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -431815.531250 Penalty: 2132.815430
	Iteration 0F: 2 clusters Score -431815.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -427028.031250 Penalty: 4265.630859
	Iteration 0F: 3 clusters Score -427028 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -428332.718750 Penalty: 4265.630859
	Iteration 1F: 3 clusters Score -428332.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -428719.000000 Penalty: 4265.630859
	Iteration 2F: 3 clusters Score -428719 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -429020.625000 Penalty: 4265.630859
	Iteration 3F: 3 clusters Score -429020.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -429214.062500 Penalty: 4265.630859
	Iteration 4F: 3 clusters Score -429214.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -429361.937500 Penalty: 4265.630859
	Iteration 5Q: 3 clusters Score -429361.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -429483.187500 Penalty: 4265.630859
	Iteration 6Q: 3 clusters Score -429483.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -429590.218750 Penalty: 4265.630859
	Iteration 7Q: 3 clusters Score -429590.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -429683.562500 Penalty: 4265.630859
	Iteration 8Q: 3 clusters Score -429683.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -429799.968750 Penalty: 4265.630859
	Iteration 9Q: 3 clusters Score -429800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -429894.656250 Penalty: 4265.630859
	Iteration 10Q: 3 clusters Score -429894.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -429954.406250 Penalty: 4265.630859
	Iteration 11Q: 3 clusters Score -429954.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -430011.593750 Penalty: 4265.630859
	Iteration 12Q: 3 clusters Score -430011.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -430068.156250 Penalty: 4265.630859
	Iteration 13Q: 3 clusters Score -430068.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -430118.187500 Penalty: 4265.630859
	Iteration 14Q: 3 clusters Score -430118.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -430153.687500 Penalty: 4265.630859
	Iteration 15Q: 3 clusters Score -430153.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -430178.000000 Penalty: 4265.630859
	Iteration 16Q: 3 clusters Score -430178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -430206.281250 Penalty: 4265.630859
	Iteration 17Q: 3 clusters Score -430206.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -430230.718750 Penalty: 4265.630859
	Iteration 18Q: 3 clusters Score -430230.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -430249.687500 Penalty: 4265.630859
	Iteration 19Q: 3 clusters Score -430249.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -430267.156250 Penalty: 4265.630859
	Iteration 20F: 3 clusters Score -430267.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -430284.937500 Penalty: 4265.630859
	Iteration 21Q: 3 clusters Score -430284.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -430303.125000 Penalty: 4265.630859
	Iteration 22Q: 3 clusters Score -430303.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -430318.562500 Penalty: 4265.630859
	Iteration 23Q: 3 clusters Score -430318.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -430336.406250 Penalty: 4265.630859
	Iteration 24Q: 3 clusters Score -430336.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -430355.187500 Penalty: 4265.630859
	Iteration 25Q: 3 clusters Score -430355.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -430379.437500 Penalty: 4265.630859
	Iteration 26Q: 3 clusters Score -430379.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -430398.343750 Penalty: 4265.630859
	Iteration 27Q: 3 clusters Score -430398.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -430417.593750 Penalty: 4265.630859
	Iteration 28Q: 3 clusters Score -430417.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -430434.125000 Penalty: 4265.630859
	Iteration 29Q: 3 clusters Score -430434.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -430451.281250 Penalty: 4265.630859
	Iteration 30Q: 3 clusters Score -430451.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -430464.687500 Penalty: 4265.630859
	Iteration 31Q: 3 clusters Score -430464.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -430477.500000 Penalty: 4265.630859
	Iteration 32Q: 3 clusters Score -430477.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -430488.968750 Penalty: 4265.630859
	Iteration 33Q: 3 clusters Score -430489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -430501.750000 Penalty: 4265.630859
	Iteration 34Q: 3 clusters Score -430501.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -430516.312500 Penalty: 4265.630859
	Iteration 35Q: 3 clusters Score -430516.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -430528.062500 Penalty: 4265.630859
	Iteration 36Q: 3 clusters Score -430528.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -430540.156250 Penalty: 4265.630859
	Iteration 37Q: 3 clusters Score -430540.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -430547.000000 Penalty: 4265.630859
	Iteration 38Q: 3 clusters Score -430547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -430559.406250 Penalty: 4265.630859
	Iteration 39Q: 3 clusters Score -430559.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -430564.968750 Penalty: 4265.630859
	Iteration 40F: 3 clusters Score -430565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -430567.937500 Penalty: 4265.630859
	Iteration 41Q: 3 clusters Score -430567.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -430569.000000 Penalty: 4265.630859
	Iteration 42Q: 3 clusters Score -430569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -430569.937500 Penalty: 4265.630859
	Iteration 43Q: 3 clusters Score -430569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -430570.812500 Penalty: 4265.630859
	Iteration 44Q: 3 clusters Score -430570.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -430571.281250 Penalty: 4265.630859
	Iteration 45Q: 3 clusters Score -430571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -430570.875000 Penalty: 4265.630859
	Iteration 46Q: 3 clusters Score -430570.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -430571.062500 Penalty: 4265.630859
	Iteration 47Q: 3 clusters Score -430571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -430571.781250 Penalty: 4265.630859
	Iteration 48Q: 3 clusters Score -430571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -430571.906250 Penalty: 4265.630859
	Iteration 49Q: 3 clusters Score -430571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -430571.906250 Penalty: 4265.630859
	Iteration 50F: 3 clusters Score -430571.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Entering Unmasked Estep 
Score: -6644470.000000 Penalty: 2784.167725
	Iteration 0F: 2 clusters Score -6644470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -6594140.500000 Penalty: 5568.335449
	Iteration 0F: 3 clusters Score -6594140 nChanged 35234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -6614131.500000 Penalty: 5568.335449
	Iteration 1F: 3 clusters Score -6614132 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -6614815.500000 Penalty: 5568.335449
	Iteration 2Q: 3 clusters Score -6614816 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -6615721.500000 Penalty: 5568.335449
	Iteration 3Q: 3 clusters Score -6615722 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -6616694.000000 Penalty: 5568.335449
	Iteration 4Q: 3 clusters Score -6616694 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -6617981.500000 Penalty: 5568.335449
	Iteration 5Q: 3 clusters Score -6617982 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -6619612.500000 Penalty: 5568.335449
	Iteration 6Q: 3 clusters Score -6619612 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -6621538.500000 Penalty: 5568.335449
	Iteration 7F: 3 clusters Score -6621538 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6623784.000000 Penalty: 5568.335449
	Iteration 8F: 3 clusters Score -6623784 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -6626020.500000 Penalty: 5568.335449
	Iteration 9F: 3 clusters Score -6626020 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -6628147.500000 Penalty: 5568.335449
	Iteration 10F: 3 clusters Score -6628148 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -6630110.000000 Penalty: 5568.335449
	Iteration 11Q: 3 clusters Score -6630110 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -6632143.500000 Penalty: 5568.335449
	Iteration 12Q: 3 clusters Score -6632144 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -6634139.000000 Penalty: 5568.335449
	Iteration 13Q: 3 clusters Score -6634139 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -6636109.500000 Penalty: 5568.335449
	Iteration 14Q: 3 clusters Score -6636110 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -6637719.500000 Penalty: 5568.335449
	Iteration 15Q: 3 clusters Score -6637720 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -6638916.500000 Penalty: 5568.335449
	Iteration 16Q: 3 clusters Score -6638916 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -6639889.000000 Penalty: 5568.335449
	Iteration 17Q: 3 clusters Score -6639889 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -6640522.500000 Penalty: 5568.335449
	Iteration 18Q: 3 clusters Score -6640522 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -6640976.000000 Penalty: 5568.335449
	Iteration 19Q: 3 clusters Score -6640976 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 72854 members 
Entering Unmasked Estep 
Score: -6641320.500000 Penalty: 5568.335449
	Iteration 20F: 3 clusters Score -6641320 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -6641584.000000 Penalty: 5568.335449
	Iteration 21Q: 3 clusters Score -6641584 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -6641757.000000 Penalty: 5568.335449
	Iteration 22Q: 3 clusters Score -6641757 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -6641860.000000 Penalty: 5568.335449
	Iteration 23Q: 3 clusters Score -6641860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -6641937.000000 Penalty: 5568.335449
	Iteration 24Q: 3 clusters Score -6641937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -6641981.500000 Penalty: 5568.335449
	Iteration 25Q: 3 clusters Score -6641982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -6642019.500000 Penalty: 5568.335449
	Iteration 26Q: 3 clusters Score -6642020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -6642053.000000 Penalty: 5568.335449
	Iteration 27Q: 3 clusters Score -6642053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -6642089.500000 Penalty: 5568.335449
	Iteration 28Q: 3 clusters Score -6642090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -6642095.500000 Penalty: 5568.335449
	Iteration 29Q: 3 clusters Score -6642096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -6642130.000000 Penalty: 5568.335449
	Iteration 30Q: 3 clusters Score -6642130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -6642159.000000 Penalty: 5568.335449
	Iteration 31Q: 3 clusters Score -6642159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -6642177.500000 Penalty: 5568.335449
	Iteration 32Q: 3 clusters Score -6642178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -6642189.000000 Penalty: 5568.335449
	Iteration 33Q: 3 clusters Score -6642189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -6642203.500000 Penalty: 5568.335449
	Iteration 34Q: 3 clusters Score -6642204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -6642212.000000 Penalty: 5568.335449
	Iteration 35Q: 3 clusters Score -6642212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -6642222.500000 Penalty: 5568.335449
	Iteration 36Q: 3 clusters Score -6642222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -6642230.000000 Penalty: 5568.335449
	Iteration 37Q: 3 clusters Score -6642230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -6642234.500000 Penalty: 5568.335449
	Iteration 38Q: 3 clusters Score -6642234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -6642241.000000 Penalty: 5568.335449
	Iteration 39Q: 3 clusters Score -6642241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -6642254.500000 Penalty: 5568.335449
	Iteration 40F: 3 clusters Score -6642254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -6642256.500000 Penalty: 5568.335449
	Iteration 41Q: 3 clusters Score -6642256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 74155 members 
Entering Unmasked Estep 
Score: -6642258.500000 Penalty: 5568.335449
	Iteration 42Q: 3 clusters Score -6642258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -6642254.000000 Penalty: 5568.335449
	Iteration 43Q: 3 clusters Score -6642254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -6642256.500000 Penalty: 5568.335449
	Iteration 44Q: 3 clusters Score -6642256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -6642256.500000 Penalty: 5568.335449
	Iteration 45F: 3 clusters Score -6642256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -762542.375000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -762542.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -755411.437500 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -755411.4 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -757463.562500 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -757463.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -757878.812500 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -757878.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -758245.437500 Penalty: 4521.986328
	Iteration 3F: 3 clusters Score -758245.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -758590.562500 Penalty: 4521.986328
	Iteration 4F: 3 clusters Score -758590.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -758946.062500 Penalty: 4521.986328
	Iteration 5F: 3 clusters Score -758946.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -759341.187500 Penalty: 4521.986328
	Iteration 6F: 3 clusters Score -759341.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -759783.500000 Penalty: 4521.986328
	Iteration 7F: 3 clusters Score -759783.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -760211.937500 Penalty: 4521.986328
	Iteration 8F: 3 clusters Score -760211.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -760520.312500 Penalty: 4521.986328
	Iteration 9Q: 3 clusters Score -760520.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -760769.125000 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -760769.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -760974.812500 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -760974.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -761169.562500 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -761169.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -761396.500000 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -761396.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -761608.062500 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -761608.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -761742.312500 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -761742.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -761829.000000 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -761829 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -761872.062500 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -761872.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -761892.625000 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -761892.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -761908.562500 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -761908.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -761917.500000 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -761917.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -761928.437500 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -761928.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -761940.937500 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -761940.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -761951.062500 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -761951.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -761954.125000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -761954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -761959.187500 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -761959.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -761967.187500 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -761967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -761968.187500 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -761968.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -761968.375000 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -761968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -761970.250000 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -761970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -761968.500000 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -761968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -761970.562500 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -761970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -761971.062500 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -761971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -761971.750000 Penalty: 4521.986328
	Iteration 33Q: 3 clusters Score -761971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -761971.437500 Penalty: 4521.986328
	Iteration 34Q: 3 clusters Score -761971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -761971.437500 Penalty: 4521.986328
	Iteration 35F: 3 clusters Score -761971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Entering Unmasked Estep 
Score: -554872.875000 Penalty: 2181.078857
	Iteration 0F: 2 clusters Score -554872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -549328.437500 Penalty: 4362.157715
	Iteration 0F: 3 clusters Score -549328.4 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -550718.187500 Penalty: 4362.157715
	Iteration 1F: 3 clusters Score -550718.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -550946.250000 Penalty: 4362.157715
	Iteration 2F: 3 clusters Score -550946.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -551062.750000 Penalty: 4362.157715
	Iteration 3Q: 3 clusters Score -551062.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -551138.750000 Penalty: 4362.157715
	Iteration 4Q: 3 clusters Score -551138.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -551210.750000 Penalty: 4362.157715
	Iteration 5Q: 3 clusters Score -551210.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -551274.312500 Penalty: 4362.157715
	Iteration 6Q: 3 clusters Score -551274.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -551334.062500 Penalty: 4362.157715
	Iteration 7Q: 3 clusters Score -551334.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -551396.250000 Penalty: 4362.157715
	Iteration 8Q: 3 clusters Score -551396.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -551457.687500 Penalty: 4362.157715
	Iteration 9Q: 3 clusters Score -551457.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -551531.625000 Penalty: 4362.157715
	Iteration 10Q: 3 clusters Score -551531.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -551606.812500 Penalty: 4362.157715
	Iteration 11Q: 3 clusters Score -551606.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -551683.812500 Penalty: 4362.157715
	Iteration 12Q: 3 clusters Score -551683.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -551759.625000 Penalty: 4362.157715
	Iteration 13Q: 3 clusters Score -551759.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -551831.875000 Penalty: 4362.157715
	Iteration 14Q: 3 clusters Score -551831.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -551904.562500 Penalty: 4362.157715
	Iteration 15Q: 3 clusters Score -551904.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -551998.250000 Penalty: 4362.157715
	Iteration 16Q: 3 clusters Score -551998.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -552097.687500 Penalty: 4362.157715
	Iteration 17Q: 3 clusters Score -552097.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -552203.562500 Penalty: 4362.157715
	Iteration 18Q: 3 clusters Score -552203.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -552319.312500 Penalty: 4362.157715
	Iteration 19Q: 3 clusters Score -552319.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -552439.062500 Penalty: 4362.157715
	Iteration 20F: 3 clusters Score -552439.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -552529.250000 Penalty: 4362.157715
	Iteration 21Q: 3 clusters Score -552529.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -552619.937500 Penalty: 4362.157715
	Iteration 22Q: 3 clusters Score -552619.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -552684.687500 Penalty: 4362.157715
	Iteration 23Q: 3 clusters Score -552684.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -552748.250000 Penalty: 4362.157715
	Iteration 24Q: 3 clusters Score -552748.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -552797.937500 Penalty: 4362.157715
	Iteration 25Q: 3 clusters Score -552797.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -552832.625000 Penalty: 4362.157715
	Iteration 26Q: 3 clusters Score -552832.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -552863.562500 Penalty: 4362.157715
	Iteration 27Q: 3 clusters Score -552863.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -552888.562500 Penalty: 4362.157715
	Iteration 28Q: 3 clusters Score -552888.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -552914.625000 Penalty: 4362.157715
	Iteration 29Q: 3 clusters Score -552914.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -552933.250000 Penalty: 4362.157715
	Iteration 30Q: 3 clusters Score -552933.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -552947.687500 Penalty: 4362.157715
	Iteration 31Q: 3 clusters Score -552947.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -552962.062500 Penalty: 4362.157715
	Iteration 32Q: 3 clusters Score -552962.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -552969.125000 Penalty: 4362.157715
	Iteration 33Q: 3 clusters Score -552969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -552973.625000 Penalty: 4362.157715
	Iteration 34Q: 3 clusters Score -552973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -552973.687500 Penalty: 4362.157715
	Iteration 35Q: 3 clusters Score -552973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -552977.250000 Penalty: 4362.157715
	Iteration 36Q: 3 clusters Score -552977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -552980.625000 Penalty: 4362.157715
	Iteration 37Q: 3 clusters Score -552980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -552990.187500 Penalty: 4362.157715
	Iteration 38Q: 3 clusters Score -552990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -552992.375000 Penalty: 4362.157715
	Iteration 39Q: 3 clusters Score -552992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -552996.250000 Penalty: 4362.157715
	Iteration 40F: 3 clusters Score -552996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -552998.812500 Penalty: 4362.157715
	Iteration 41Q: 3 clusters Score -552998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -553004.625000 Penalty: 4362.157715
	Iteration 42Q: 3 clusters Score -553004.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -553004.687500 Penalty: 4362.157715
	Iteration 43Q: 3 clusters Score -553004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -553004.687500 Penalty: 4362.157715
	Iteration 44F: 3 clusters Score -553004.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Entering Unmasked Estep 
Score: -2750839.500000 Penalty: 2572.981934
	Iteration 0F: 2 clusters Score -2750840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2728948.250000 Penalty: 5145.963867
	Iteration 0F: 3 clusters Score -2728948 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2736929.500000 Penalty: 5145.963867
	Iteration 1F: 3 clusters Score -2736930 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2737930.500000 Penalty: 5145.963867
	Iteration 2F: 3 clusters Score -2737930 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2739243.750000 Penalty: 5145.963867
	Iteration 3F: 3 clusters Score -2739244 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2740926.500000 Penalty: 5145.963867
	Iteration 4F: 3 clusters Score -2740926 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2742857.000000 Penalty: 5145.963867
	Iteration 5F: 3 clusters Score -2742857 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2744919.000000 Penalty: 5145.963867
	Iteration 6F: 3 clusters Score -2744919 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2746749.500000 Penalty: 5145.963867
	Iteration 7F: 3 clusters Score -2746750 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2748088.250000 Penalty: 5145.963867
	Iteration 8Q: 3 clusters Score -2748088 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2748877.000000 Penalty: 5145.963867
	Iteration 9Q: 3 clusters Score -2748877 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2749303.500000 Penalty: 5145.963867
	Iteration 10Q: 3 clusters Score -2749304 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2749560.250000 Penalty: 5145.963867
	Iteration 11Q: 3 clusters Score -2749560 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2749727.000000 Penalty: 5145.963867
	Iteration 12Q: 3 clusters Score -2749727 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2749787.500000 Penalty: 5145.963867
	Iteration 13Q: 3 clusters Score -2749788 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2749842.000000 Penalty: 5145.963867
	Iteration 14Q: 3 clusters Score -2749842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2749868.250000 Penalty: 5145.963867
	Iteration 15Q: 3 clusters Score -2749868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2749887.250000 Penalty: 5145.963867
	Iteration 16Q: 3 clusters Score -2749887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2749915.750000 Penalty: 5145.963867
	Iteration 17Q: 3 clusters Score -2749916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2749915.000000 Penalty: 5145.963867
	Iteration 18Q: 3 clusters Score -2749915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2749920.250000 Penalty: 5145.963867
	Iteration 19Q: 3 clusters Score -2749920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2749913.750000 Penalty: 5145.963867
	Iteration 20F: 3 clusters Score -2749914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2749924.250000 Penalty: 5145.963867
	Iteration 21Q: 3 clusters Score -2749924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2749930.500000 Penalty: 5145.963867
	Iteration 22Q: 3 clusters Score -2749930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2749935.750000 Penalty: 5145.963867
	Iteration 23Q: 3 clusters Score -2749936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2749942.000000 Penalty: 5145.963867
	Iteration 24Q: 3 clusters Score -2749942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2749941.000000 Penalty: 5145.963867
	Iteration 25Q: 3 clusters Score -2749941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2749943.000000 Penalty: 5145.963867
	Iteration 26Q: 3 clusters Score -2749943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2749943.000000 Penalty: 5145.963867
	Iteration 27Q: 3 clusters Score -2749943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2749938.000000 Penalty: 5145.963867
	Iteration 28Q: 3 clusters Score -2749938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2749937.250000 Penalty: 5145.963867
	Iteration 29Q: 3 clusters Score -2749937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2749942.500000 Penalty: 5145.963867
	Iteration 30Q: 3 clusters Score -2749942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2749939.250000 Penalty: 5145.963867
	Iteration 31Q: 3 clusters Score -2749939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2749938.250000 Penalty: 5145.963867
	Iteration 32Q: 3 clusters Score -2749938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2749938.500000 Penalty: 5145.963867
	Iteration 33Q: 3 clusters Score -2749938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2749938.750000 Penalty: 5145.963867
	Iteration 34Q: 3 clusters Score -2749939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2749938.500000 Penalty: 5145.963867
	Iteration 35Q: 3 clusters Score -2749938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2749937.000000 Penalty: 5145.963867
	Iteration 36Q: 3 clusters Score -2749937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2749938.000000 Penalty: 5145.963867
	Iteration 37Q: 3 clusters Score -2749938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2749940.500000 Penalty: 5145.963867
	Iteration 38Q: 3 clusters Score -2749940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2749943.500000 Penalty: 5145.963867
	Iteration 39Q: 3 clusters Score -2749944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2749946.750000 Penalty: 5145.963867
	Iteration 40F: 3 clusters Score -2749947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2749943.250000 Penalty: 5145.963867
	Iteration 41Q: 3 clusters Score -2749943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2749943.250000 Penalty: 5145.963867
	Iteration 42F: 3 clusters Score -2749943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Entering Unmasked Estep 
Score: -1124678.250000 Penalty: 2351.981689
	Iteration 0F: 2 clusters Score -1124678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1114998.000000 Penalty: 4703.963379
	Iteration 0F: 3 clusters Score -1114998 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1118262.375000 Penalty: 4703.963379
	Iteration 1F: 3 clusters Score -1118262 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1118962.625000 Penalty: 4703.963379
	Iteration 2F: 3 clusters Score -1118963 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1119728.000000 Penalty: 4703.963379
	Iteration 3F: 3 clusters Score -1119728 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1120487.125000 Penalty: 4703.963379
	Iteration 4F: 3 clusters Score -1120487 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1121154.500000 Penalty: 4703.963379
	Iteration 5F: 3 clusters Score -1121154 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1121667.500000 Penalty: 4703.963379
	Iteration 6F: 3 clusters Score -1121668 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1121995.000000 Penalty: 4703.963379
	Iteration 7Q: 3 clusters Score -1121995 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1122201.000000 Penalty: 4703.963379
	Iteration 8Q: 3 clusters Score -1122201 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1122339.125000 Penalty: 4703.963379
	Iteration 9Q: 3 clusters Score -1122339 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1122453.875000 Penalty: 4703.963379
	Iteration 10Q: 3 clusters Score -1122454 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1122555.750000 Penalty: 4703.963379
	Iteration 11Q: 3 clusters Score -1122556 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1122645.000000 Penalty: 4703.963379
	Iteration 12Q: 3 clusters Score -1122645 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1122703.625000 Penalty: 4703.963379
	Iteration 13Q: 3 clusters Score -1122704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1122758.750000 Penalty: 4703.963379
	Iteration 14Q: 3 clusters Score -1122759 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1122817.375000 Penalty: 4703.963379
	Iteration 15Q: 3 clusters Score -1122817 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1122885.375000 Penalty: 4703.963379
	Iteration 16Q: 3 clusters Score -1122885 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1122942.500000 Penalty: 4703.963379
	Iteration 17Q: 3 clusters Score -1122942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1122997.375000 Penalty: 4703.963379
	Iteration 18Q: 3 clusters Score -1122997 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1123043.875000 Penalty: 4703.963379
	Iteration 19Q: 3 clusters Score -1123044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1123085.125000 Penalty: 4703.963379
	Iteration 20F: 3 clusters Score -1123085 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1123131.000000 Penalty: 4703.963379
	Iteration 21Q: 3 clusters Score -1123131 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1123182.750000 Penalty: 4703.963379
	Iteration 22Q: 3 clusters Score -1123183 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1123253.125000 Penalty: 4703.963379
	Iteration 23Q: 3 clusters Score -1123253 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1123328.250000 Penalty: 4703.963379
	Iteration 24Q: 3 clusters Score -1123328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1123400.000000 Penalty: 4703.963379
	Iteration 25Q: 3 clusters Score -1123400 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1123452.875000 Penalty: 4703.963379
	Iteration 26Q: 3 clusters Score -1123453 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1123489.250000 Penalty: 4703.963379
	Iteration 27Q: 3 clusters Score -1123489 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1123516.000000 Penalty: 4703.963379
	Iteration 28Q: 3 clusters Score -1123516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1123544.750000 Penalty: 4703.963379
	Iteration 29Q: 3 clusters Score -1123545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1123569.875000 Penalty: 4703.963379
	Iteration 30Q: 3 clusters Score -1123570 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1123596.000000 Penalty: 4703.963379
	Iteration 31Q: 3 clusters Score -1123596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1123616.000000 Penalty: 4703.963379
	Iteration 32Q: 3 clusters Score -1123616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1123631.375000 Penalty: 4703.963379
	Iteration 33Q: 3 clusters Score -1123631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1123655.875000 Penalty: 4703.963379
	Iteration 34Q: 3 clusters Score -1123656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1123678.375000 Penalty: 4703.963379
	Iteration 35Q: 3 clusters Score -1123678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1123691.500000 Penalty: 4703.963379
	Iteration 36Q: 3 clusters Score -1123692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1123708.625000 Penalty: 4703.963379
	Iteration 37Q: 3 clusters Score -1123709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1123724.250000 Penalty: 4703.963379
	Iteration 38Q: 3 clusters Score -1123724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1123742.875000 Penalty: 4703.963379
	Iteration 39Q: 3 clusters Score -1123743 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1123762.500000 Penalty: 4703.963379
	Iteration 40F: 3 clusters Score -1123762 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1123785.125000 Penalty: 4703.963379
	Iteration 41Q: 3 clusters Score -1123785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1123804.750000 Penalty: 4703.963379
	Iteration 42Q: 3 clusters Score -1123805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1123832.000000 Penalty: 4703.963379
	Iteration 43Q: 3 clusters Score -1123832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1123854.125000 Penalty: 4703.963379
	Iteration 44Q: 3 clusters Score -1123854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1123881.125000 Penalty: 4703.963379
	Iteration 45Q: 3 clusters Score -1123881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1123906.000000 Penalty: 4703.963379
	Iteration 46Q: 3 clusters Score -1123906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1123936.750000 Penalty: 4703.963379
	Iteration 47Q: 3 clusters Score -1123937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1123957.375000 Penalty: 4703.963379
	Iteration 48Q: 3 clusters Score -1123957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1123976.375000 Penalty: 4703.963379
	Iteration 49Q: 3 clusters Score -1123976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1123995.500000 Penalty: 4703.963379
	Iteration 50Q: 3 clusters Score -1123996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1124014.750000 Penalty: 4703.963379
	Iteration 51Q: 3 clusters Score -1124015 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1124026.750000 Penalty: 4703.963379
	Iteration 52Q: 3 clusters Score -1124027 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1124044.500000 Penalty: 4703.963379
	Iteration 53Q: 3 clusters Score -1124044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1124063.500000 Penalty: 4703.963379
	Iteration 54Q: 3 clusters Score -1124064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1124081.500000 Penalty: 4703.963379
	Iteration 55Q: 3 clusters Score -1124082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1124104.125000 Penalty: 4703.963379
	Iteration 56Q: 3 clusters Score -1124104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1124126.750000 Penalty: 4703.963379
	Iteration 57Q: 3 clusters Score -1124127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1124138.750000 Penalty: 4703.963379
	Iteration 58Q: 3 clusters Score -1124139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1124151.625000 Penalty: 4703.963379
	Iteration 59Q: 3 clusters Score -1124152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1124157.875000 Penalty: 4703.963379
	Iteration 60F: 3 clusters Score -1124158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1124160.875000 Penalty: 4703.963379
	Iteration 61Q: 3 clusters Score -1124161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1124164.625000 Penalty: 4703.963379
	Iteration 62Q: 3 clusters Score -1124165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1124168.750000 Penalty: 4703.963379
	Iteration 63Q: 3 clusters Score -1124169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1124176.750000 Penalty: 4703.963379
	Iteration 64Q: 3 clusters Score -1124177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1124180.250000 Penalty: 4703.963379
	Iteration 65Q: 3 clusters Score -1124180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1124185.000000 Penalty: 4703.963379
	Iteration 66Q: 3 clusters Score -1124185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1124189.625000 Penalty: 4703.963379
	Iteration 67Q: 3 clusters Score -1124190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1124193.625000 Penalty: 4703.963379
	Iteration 68Q: 3 clusters Score -1124194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1124198.125000 Penalty: 4703.963379
	Iteration 69Q: 3 clusters Score -1124198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1124202.000000 Penalty: 4703.963379
	Iteration 70Q: 3 clusters Score -1124202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1124203.125000 Penalty: 4703.963379
	Iteration 71Q: 3 clusters Score -1124203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1124204.250000 Penalty: 4703.963379
	Iteration 72Q: 3 clusters Score -1124204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1124208.250000 Penalty: 4703.963379
	Iteration 73Q: 3 clusters Score -1124208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1124210.750000 Penalty: 4703.963379
	Iteration 74Q: 3 clusters Score -1124211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1124212.250000 Penalty: 4703.963379
	Iteration 75Q: 3 clusters Score -1124212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1124211.375000 Penalty: 4703.963379
	Iteration 76Q: 3 clusters Score -1124211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1124212.375000 Penalty: 4703.963379
	Iteration 77Q: 3 clusters Score -1124212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1124214.125000 Penalty: 4703.963379
	Iteration 78Q: 3 clusters Score -1124214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1124216.375000 Penalty: 4703.963379
	Iteration 79Q: 3 clusters Score -1124216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1124219.375000 Penalty: 4703.963379
	Iteration 80F: 3 clusters Score -1124219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1124217.875000 Penalty: 4703.963379
	Iteration 81Q: 3 clusters Score -1124218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1124217.125000 Penalty: 4703.963379
	Iteration 82Q: 3 clusters Score -1124217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1124217.125000 Penalty: 4703.963379
	Iteration 83Q: 3 clusters Score -1124217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1124217.250000 Penalty: 4703.963379
	Iteration 84Q: 3 clusters Score -1124217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1124217.625000 Penalty: 4703.963379
	Iteration 85Q: 3 clusters Score -1124218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1124220.125000 Penalty: 4703.963379
	Iteration 86Q: 3 clusters Score -1124220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1124220.625000 Penalty: 4703.963379
	Iteration 87Q: 3 clusters Score -1124221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1124220.125000 Penalty: 4703.963379
	Iteration 88Q: 3 clusters Score -1124220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1124220.125000 Penalty: 4703.963379
	Iteration 89F: 3 clusters Score -1124220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -253906.375000 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -253906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -250642.484375 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -250642.5 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -251395.125000 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -251395.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -251640.843750 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -251640.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -251851.875000 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -251851.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -252032.343750 Penalty: 3981.628174
	Iteration 4F: 3 clusters Score -252032.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -252200.828125 Penalty: 3981.628174
	Iteration 5F: 3 clusters Score -252200.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -252324.562500 Penalty: 3981.628174
	Iteration 6Q: 3 clusters Score -252324.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -252414.359375 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -252414.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -252487.625000 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -252487.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -252527.000000 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -252527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -252556.968750 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -252557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -252588.796875 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -252588.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -252609.234375 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -252609.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -252622.312500 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -252622.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -252631.640625 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -252631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -252639.406250 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -252639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -252641.937500 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -252641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -252644.296875 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -252644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -252644.421875 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -252644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -252644.421875 Penalty: 3981.628174
	Iteration 19F: 3 clusters Score -252644.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Entering Unmasked Estep 
Score: -580822.062500 Penalty: 2197.931152
	Iteration 0F: 2 clusters Score -580822.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -574980.000000 Penalty: 4395.862305
	Iteration 0F: 3 clusters Score -574980 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -576618.812500 Penalty: 4395.862305
	Iteration 1F: 3 clusters Score -576618.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -577000.625000 Penalty: 4395.862305
	Iteration 2F: 3 clusters Score -577000.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -577350.062500 Penalty: 4395.862305
	Iteration 3F: 3 clusters Score -577350.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -577687.812500 Penalty: 4395.862305
	Iteration 4F: 3 clusters Score -577687.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -578066.875000 Penalty: 4395.862305
	Iteration 5F: 3 clusters Score -578066.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -578445.937500 Penalty: 4395.862305
	Iteration 6F: 3 clusters Score -578445.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -578867.000000 Penalty: 4395.862305
	Iteration 7F: 3 clusters Score -578867 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -579465.187500 Penalty: 4395.862305
	Iteration 8F: 3 clusters Score -579465.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -580278.125000 Penalty: 4395.862305
	Iteration 9F: 3 clusters Score -580278.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -581201.000000 Penalty: 4395.862305
	Iteration 10F: 3 clusters Score -581201 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -581795.125000 Penalty: 4395.862305
	Iteration 11Q: 3 clusters Score -581795.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -582040.875000 Penalty: 4395.862305
	Iteration 12Q: 3 clusters Score -582040.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -582159.937500 Penalty: 4395.862305
	Iteration 13Q: 3 clusters Score -582159.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -582236.437500 Penalty: 4395.862305
	Iteration 14Q: 3 clusters Score -582236.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -582288.875000 Penalty: 4395.862305
	Iteration 15Q: 3 clusters Score -582288.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -582329.187500 Penalty: 4395.862305
	Iteration 16Q: 3 clusters Score -582329.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -582358.187500 Penalty: 4395.862305
	Iteration 17Q: 3 clusters Score -582358.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -582375.437500 Penalty: 4395.862305
	Iteration 18Q: 3 clusters Score -582375.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -582390.437500 Penalty: 4395.862305
	Iteration 19Q: 3 clusters Score -582390.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -582406.250000 Penalty: 4395.862305
	Iteration 20F: 3 clusters Score -582406.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -582416.000000 Penalty: 4395.862305
	Iteration 21Q: 3 clusters Score -582416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -582420.250000 Penalty: 4395.862305
	Iteration 22Q: 3 clusters Score -582420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -582427.812500 Penalty: 4395.862305
	Iteration 23Q: 3 clusters Score -582427.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -582434.375000 Penalty: 4395.862305
	Iteration 24Q: 3 clusters Score -582434.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -582443.500000 Penalty: 4395.862305
	Iteration 25Q: 3 clusters Score -582443.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -582445.500000 Penalty: 4395.862305
	Iteration 26Q: 3 clusters Score -582445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -582449.937500 Penalty: 4395.862305
	Iteration 27Q: 3 clusters Score -582449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -582455.437500 Penalty: 4395.862305
	Iteration 28Q: 3 clusters Score -582455.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -582455.625000 Penalty: 4395.862305
	Iteration 29Q: 3 clusters Score -582455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -582461.000000 Penalty: 4395.862305
	Iteration 30Q: 3 clusters Score -582461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -582467.375000 Penalty: 4395.862305
	Iteration 31Q: 3 clusters Score -582467.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -582472.125000 Penalty: 4395.862305
	Iteration 32Q: 3 clusters Score -582472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -582475.500000 Penalty: 4395.862305
	Iteration 33Q: 3 clusters Score -582475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -582475.437500 Penalty: 4395.862305
	Iteration 34Q: 3 clusters Score -582475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -582475.437500 Penalty: 4395.862305
	Iteration 35F: 3 clusters Score -582475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18810 members 
Mstep: Class 3 contains 18015 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 17249 members 
Mstep: Class 6 contains 418103 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 327737 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 101788 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 24268 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 34457 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 80995 members 
Mstep: Class 31 contains 27266 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 6454 members 
Mstep: Class 34 contains 3206 members 
Entering Unmasked Estep 
Score: -112992192.000000 Penalty: 118901.742188
Splitting cluster 14 changes total score from -112992128.000000 to -112992192.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -402404.625000 Penalty: 2103.428467
	Iteration 0F: 2 clusters Score -402404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -398011.156250 Penalty: 4206.856934
	Iteration 0F: 3 clusters Score -398011.2 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -399141.625000 Penalty: 4206.856934
	Iteration 1F: 3 clusters Score -399141.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -399403.406250 Penalty: 4206.856934
	Iteration 2F: 3 clusters Score -399403.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -399629.500000 Penalty: 4206.856934
	Iteration 3F: 3 clusters Score -399629.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -399951.406250 Penalty: 4206.856934
	Iteration 4F: 3 clusters Score -399951.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -400461.625000 Penalty: 4206.856934
	Iteration 5F: 3 clusters Score -400461.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -401045.750000 Penalty: 4206.856934
	Iteration 6F: 3 clusters Score -401045.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -401337.343750 Penalty: 4206.856934
	Iteration 7F: 3 clusters Score -401337.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -401497.625000 Penalty: 4206.856934
	Iteration 8Q: 3 clusters Score -401497.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -401617.156250 Penalty: 4206.856934
	Iteration 9Q: 3 clusters Score -401617.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -401707.156250 Penalty: 4206.856934
	Iteration 10Q: 3 clusters Score -401707.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -401774.406250 Penalty: 4206.856934
	Iteration 11Q: 3 clusters Score -401774.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -401815.093750 Penalty: 4206.856934
	Iteration 12Q: 3 clusters Score -401815.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -401843.406250 Penalty: 4206.856934
	Iteration 13Q: 3 clusters Score -401843.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -401873.531250 Penalty: 4206.856934
	Iteration 14Q: 3 clusters Score -401873.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -401892.375000 Penalty: 4206.856934
	Iteration 15Q: 3 clusters Score -401892.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -401917.281250 Penalty: 4206.856934
	Iteration 16Q: 3 clusters Score -401917.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -401949.437500 Penalty: 4206.856934
	Iteration 17Q: 3 clusters Score -401949.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -401971.343750 Penalty: 4206.856934
	Iteration 18Q: 3 clusters Score -401971.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -402001.781250 Penalty: 4206.856934
	Iteration 19Q: 3 clusters Score -402001.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -402026.031250 Penalty: 4206.856934
	Iteration 20F: 3 clusters Score -402026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -402050.968750 Penalty: 4206.856934
	Iteration 21Q: 3 clusters Score -402051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -402080.218750 Penalty: 4206.856934
	Iteration 22Q: 3 clusters Score -402080.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -402138.250000 Penalty: 4206.856934
	Iteration 23Q: 3 clusters Score -402138.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -402199.750000 Penalty: 4206.856934
	Iteration 24Q: 3 clusters Score -402199.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -402249.812500 Penalty: 4206.856934
	Iteration 25Q: 3 clusters Score -402249.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -402299.000000 Penalty: 4206.856934
	Iteration 26Q: 3 clusters Score -402299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -402344.156250 Penalty: 4206.856934
	Iteration 27Q: 3 clusters Score -402344.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -402376.968750 Penalty: 4206.856934
	Iteration 28Q: 3 clusters Score -402377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -402397.218750 Penalty: 4206.856934
	Iteration 29Q: 3 clusters Score -402397.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -402403.781250 Penalty: 4206.856934
	Iteration 30Q: 3 clusters Score -402403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -402407.687500 Penalty: 4206.856934
	Iteration 31Q: 3 clusters Score -402407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -402409.187500 Penalty: 4206.856934
	Iteration 32Q: 3 clusters Score -402409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -402411.375000 Penalty: 4206.856934
	Iteration 33Q: 3 clusters Score -402411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -402412.437500 Penalty: 4206.856934
	Iteration 34Q: 3 clusters Score -402412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -402413.562500 Penalty: 4206.856934
	Iteration 35Q: 3 clusters Score -402413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -402413.562500 Penalty: 4206.856934
	Iteration 36F: 3 clusters Score -402413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18810 members 
Mstep: Class 3 contains 18015 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 17249 members 
Mstep: Class 6 contains 418103 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 1068 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 327737 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 101788 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 24268 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 34457 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 80995 members 
Mstep: Class 31 contains 27266 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 6454 members 
Mstep: Class 34 contains 3206 members 
Mstep: Class 35 contains 3757 members 
Entering Unmasked Estep 
Score: -112990872.000000 Penalty: 122398.859375
Splitting cluster 15 changes total score from -112992128.000000 to -112990872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Entering Unmasked Estep 
Score: -391132.500000 Penalty: 2146.536377
	Iteration 0F: 2 clusters Score -391132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -386265.375000 Penalty: 4293.072754
	Iteration 0F: 3 clusters Score -386265.4 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -387750.625000 Penalty: 4293.072754
	Iteration 1F: 3 clusters Score -387750.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -388198.968750 Penalty: 4293.072754
	Iteration 2F: 3 clusters Score -388199 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -388595.718750 Penalty: 4293.072754
	Iteration 3F: 3 clusters Score -388595.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -388923.031250 Penalty: 4293.072754
	Iteration 4F: 3 clusters Score -388923 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -389144.437500 Penalty: 4293.072754
	Iteration 5Q: 3 clusters Score -389144.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -389370.656250 Penalty: 4293.072754
	Iteration 6Q: 3 clusters Score -389370.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -389612.843750 Penalty: 4293.072754
	Iteration 7Q: 3 clusters Score -389612.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -389801.562500 Penalty: 4293.072754
	Iteration 8Q: 3 clusters Score -389801.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -389947.656250 Penalty: 4293.072754
	Iteration 9Q: 3 clusters Score -389947.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -390055.468750 Penalty: 4293.072754
	Iteration 10Q: 3 clusters Score -390055.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -390151.031250 Penalty: 4293.072754
	Iteration 11Q: 3 clusters Score -390151 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -390234.062500 Penalty: 4293.072754
	Iteration 12Q: 3 clusters Score -390234.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -390306.312500 Penalty: 4293.072754
	Iteration 13Q: 3 clusters Score -390306.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -390355.593750 Penalty: 4293.072754
	Iteration 14Q: 3 clusters Score -390355.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -390395.593750 Penalty: 4293.072754
	Iteration 15Q: 3 clusters Score -390395.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -390418.937500 Penalty: 4293.072754
	Iteration 16Q: 3 clusters Score -390418.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -390430.656250 Penalty: 4293.072754
	Iteration 17Q: 3 clusters Score -390430.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -390439.812500 Penalty: 4293.072754
	Iteration 18Q: 3 clusters Score -390439.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -390451.875000 Penalty: 4293.072754
	Iteration 19Q: 3 clusters Score -390451.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -390468.875000 Penalty: 4293.072754
	Iteration 20F: 3 clusters Score -390468.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -390486.687500 Penalty: 4293.072754
	Iteration 21Q: 3 clusters Score -390486.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -390504.156250 Penalty: 4293.072754
	Iteration 22Q: 3 clusters Score -390504.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -390523.625000 Penalty: 4293.072754
	Iteration 23Q: 3 clusters Score -390523.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -390540.593750 Penalty: 4293.072754
	Iteration 24Q: 3 clusters Score -390540.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -390555.812500 Penalty: 4293.072754
	Iteration 25Q: 3 clusters Score -390555.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -390569.375000 Penalty: 4293.072754
	Iteration 26Q: 3 clusters Score -390569.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -390578.906250 Penalty: 4293.072754
	Iteration 27Q: 3 clusters Score -390578.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -390586.156250 Penalty: 4293.072754
	Iteration 28Q: 3 clusters Score -390586.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -390588.562500 Penalty: 4293.072754
	Iteration 29Q: 3 clusters Score -390588.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -390589.812500 Penalty: 4293.072754
	Iteration 30Q: 3 clusters Score -390589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -390593.031250 Penalty: 4293.072754
	Iteration 31Q: 3 clusters Score -390593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -390594.718750 Penalty: 4293.072754
	Iteration 32Q: 3 clusters Score -390594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -390597.062500 Penalty: 4293.072754
	Iteration 33Q: 3 clusters Score -390597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -390599.250000 Penalty: 4293.072754
	Iteration 34Q: 3 clusters Score -390599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -390599.875000 Penalty: 4293.072754
	Iteration 35Q: 3 clusters Score -390599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -390600.343750 Penalty: 4293.072754
	Iteration 36Q: 3 clusters Score -390600.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -390600.343750 Penalty: 4293.072754
	Iteration 37F: 3 clusters Score -390600.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (327737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327737 members 
Entering Unmasked Estep 
Score: -28943224.000000 Penalty: 3149.591797
	Iteration 0F: 2 clusters Score -2.894322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 163983 members 
Entering Unmasked Estep 
Score: -28723390.000000 Penalty: 6299.183594
	Iteration 0F: 3 clusters Score -2.872339e+07 nChanged 158870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -28817132.000000 Penalty: 6299.183594
	Iteration 1F: 3 clusters Score -2.881713e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 171299 members 
Entering Unmasked Estep 
Score: -28818264.000000 Penalty: 6299.183594
	Iteration 2Q: 3 clusters Score -2.881826e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -28820446.000000 Penalty: 6299.183594
	Iteration 3Q: 3 clusters Score -2.882045e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143343 members 
Mstep: Class 2 contains 184394 members 
Entering Unmasked Estep 
Score: -28823554.000000 Penalty: 6299.183594
	Iteration 4Q: 3 clusters Score -2.882355e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130967 members 
Mstep: Class 2 contains 196770 members 
Entering Unmasked Estep 
Score: -28829742.000000 Penalty: 6299.183594
	Iteration 5Q: 3 clusters Score -2.882974e+07 nChanged 20040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 214660 members 
Entering Unmasked Estep 
Score: -28841012.000000 Penalty: 6299.183594
	Iteration 6F: 3 clusters Score -2.884101e+07 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 238267 members 
Entering Unmasked Estep 
Score: -28859258.000000 Penalty: 6299.183594
	Iteration 7F: 3 clusters Score -2.885926e+07 nChanged 27568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 264913 members 
Entering Unmasked Estep 
Score: -28883016.000000 Penalty: 6299.183594
	Iteration 8F: 3 clusters Score -2.888302e+07 nChanged 24534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 289087 members 
Entering Unmasked Estep 
Score: -28905512.000000 Penalty: 6299.183594
	Iteration 9F: 3 clusters Score -2.890551e+07 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 306729 members 
Entering Unmasked Estep 
Score: -28921796.000000 Penalty: 6299.183594
	Iteration 10F: 3 clusters Score -2.89218e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 317637 members 
Entering Unmasked Estep 
Score: -28931790.000000 Penalty: 6299.183594
	Iteration 11Q: 3 clusters Score -2.893179e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 323235 members 
Entering Unmasked Estep 
Score: -28936780.000000 Penalty: 6299.183594
	Iteration 12Q: 3 clusters Score -2.893678e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 325659 members 
Entering Unmasked Estep 
Score: -28938840.000000 Penalty: 6299.183594
	Iteration 13Q: 3 clusters Score -2.893884e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 326592 members 
Entering Unmasked Estep 
Score: -28939616.000000 Penalty: 6299.183594
	Iteration 14Q: 3 clusters Score -2.893962e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 326969 members 
Entering Unmasked Estep 
Score: -28940052.000000 Penalty: 6299.183594
	Iteration 15Q: 3 clusters Score -2.894005e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 327114 members 
Entering Unmasked Estep 
Score: -28940208.000000 Penalty: 6299.183594
	Iteration 16Q: 3 clusters Score -2.894021e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 327178 members 
Entering Unmasked Estep 
Score: -28940306.000000 Penalty: 6299.183594
	Iteration 17Q: 3 clusters Score -2.894031e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 327203 members 
Entering Unmasked Estep 
Score: -28940374.000000 Penalty: 6299.183594
	Iteration 18Q: 3 clusters Score -2.894037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 327221 members 
Entering Unmasked Estep 
Score: -28940436.000000 Penalty: 6299.183594
	Iteration 19Q: 3 clusters Score -2.894044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 327242 members 
Entering Unmasked Estep 
Score: -28940490.000000 Penalty: 6299.183594
	Iteration 20F: 3 clusters Score -2.894049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 327252 members 
Entering Unmasked Estep 
Score: -28940506.000000 Penalty: 6299.183594
	Iteration 21Q: 3 clusters Score -2.894051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 327257 members 
Entering Unmasked Estep 
Score: -28940498.000000 Penalty: 6299.183594
	Iteration 22Q: 3 clusters Score -2.89405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 327267 members 
Entering Unmasked Estep 
Score: -28940486.000000 Penalty: 6299.183594
	Iteration 23Q: 3 clusters Score -2.894049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 327266 members 
Entering Unmasked Estep 
Score: -28940514.000000 Penalty: 6299.183594
	Iteration 24Q: 3 clusters Score -2.894051e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 327269 members 
Entering Unmasked Estep 
Score: -28940540.000000 Penalty: 6299.183594
	Iteration 25Q: 3 clusters Score -2.894054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 327274 members 
Entering Unmasked Estep 
Score: -28940538.000000 Penalty: 6299.183594
	Iteration 26Q: 3 clusters Score -2.894054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 327275 members 
Entering Unmasked Estep 
Score: -28940556.000000 Penalty: 6299.183594
	Iteration 27Q: 3 clusters Score -2.894056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 327278 members 
Entering Unmasked Estep 
Score: -28940548.000000 Penalty: 6299.183594
	Iteration 28Q: 3 clusters Score -2.894055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 327280 members 
Entering Unmasked Estep 
Score: -28940546.000000 Penalty: 6299.183594
	Iteration 29Q: 3 clusters Score -2.894055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 327281 members 
Entering Unmasked Estep 
Score: -28940542.000000 Penalty: 6299.183594
	Iteration 30Q: 3 clusters Score -2.894054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 327284 members 
Entering Unmasked Estep 
Score: -28940538.000000 Penalty: 6299.183594
	Iteration 31Q: 3 clusters Score -2.894054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 327284 members 
Entering Unmasked Estep 
Score: -28940538.000000 Penalty: 6299.183594
	Iteration 32F: 3 clusters Score -2.894054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -745282.312500 Penalty: 2242.924316
	Iteration 0F: 2 clusters Score -745282.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -738522.500000 Penalty: 4485.848633
	Iteration 0F: 3 clusters Score -738522.5 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -740361.562500 Penalty: 4485.848633
	Iteration 1F: 3 clusters Score -740361.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -740619.250000 Penalty: 4485.848633
	Iteration 2F: 3 clusters Score -740619.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -740813.125000 Penalty: 4485.848633
	Iteration 3F: 3 clusters Score -740813.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -740954.187500 Penalty: 4485.848633
	Iteration 4Q: 3 clusters Score -740954.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -741064.937500 Penalty: 4485.848633
	Iteration 5Q: 3 clusters Score -741064.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -741159.812500 Penalty: 4485.848633
	Iteration 6Q: 3 clusters Score -741159.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -741245.250000 Penalty: 4485.848633
	Iteration 7Q: 3 clusters Score -741245.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -741315.500000 Penalty: 4485.848633
	Iteration 8Q: 3 clusters Score -741315.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -741384.937500 Penalty: 4485.848633
	Iteration 9Q: 3 clusters Score -741384.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -741454.187500 Penalty: 4485.848633
	Iteration 10Q: 3 clusters Score -741454.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -741525.562500 Penalty: 4485.848633
	Iteration 11Q: 3 clusters Score -741525.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -741586.937500 Penalty: 4485.848633
	Iteration 12Q: 3 clusters Score -741586.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -741647.312500 Penalty: 4485.848633
	Iteration 13Q: 3 clusters Score -741647.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -741717.375000 Penalty: 4485.848633
	Iteration 14Q: 3 clusters Score -741717.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -741804.875000 Penalty: 4485.848633
	Iteration 15Q: 3 clusters Score -741804.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -741910.937500 Penalty: 4485.848633
	Iteration 16Q: 3 clusters Score -741910.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -742024.187500 Penalty: 4485.848633
	Iteration 17Q: 3 clusters Score -742024.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -742147.687500 Penalty: 4485.848633
	Iteration 18Q: 3 clusters Score -742147.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -742292.187500 Penalty: 4485.848633
	Iteration 19Q: 3 clusters Score -742292.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -742446.375000 Penalty: 4485.848633
	Iteration 20F: 3 clusters Score -742446.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -742592.000000 Penalty: 4485.848633
	Iteration 21Q: 3 clusters Score -742592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -742740.812500 Penalty: 4485.848633
	Iteration 22Q: 3 clusters Score -742740.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -742857.500000 Penalty: 4485.848633
	Iteration 23Q: 3 clusters Score -742857.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -742937.875000 Penalty: 4485.848633
	Iteration 24Q: 3 clusters Score -742937.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -743016.062500 Penalty: 4485.848633
	Iteration 25Q: 3 clusters Score -743016.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -743081.375000 Penalty: 4485.848633
	Iteration 26Q: 3 clusters Score -743081.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -743139.687500 Penalty: 4485.848633
	Iteration 27Q: 3 clusters Score -743139.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -743178.000000 Penalty: 4485.848633
	Iteration 28Q: 3 clusters Score -743178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -743204.687500 Penalty: 4485.848633
	Iteration 29Q: 3 clusters Score -743204.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -743226.875000 Penalty: 4485.848633
	Iteration 30Q: 3 clusters Score -743226.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -743246.062500 Penalty: 4485.848633
	Iteration 31Q: 3 clusters Score -743246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -743258.687500 Penalty: 4485.848633
	Iteration 32Q: 3 clusters Score -743258.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -743277.250000 Penalty: 4485.848633
	Iteration 33Q: 3 clusters Score -743277.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -743285.875000 Penalty: 4485.848633
	Iteration 34Q: 3 clusters Score -743285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -743296.125000 Penalty: 4485.848633
	Iteration 35Q: 3 clusters Score -743296.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -743301.250000 Penalty: 4485.848633
	Iteration 36Q: 3 clusters Score -743301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -743305.750000 Penalty: 4485.848633
	Iteration 37Q: 3 clusters Score -743305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -743308.750000 Penalty: 4485.848633
	Iteration 38Q: 3 clusters Score -743308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -743314.687500 Penalty: 4485.848633
	Iteration 39Q: 3 clusters Score -743314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -743317.500000 Penalty: 4485.848633
	Iteration 40F: 3 clusters Score -743317.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -743322.250000 Penalty: 4485.848633
	Iteration 41Q: 3 clusters Score -743322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -743327.000000 Penalty: 4485.848633
	Iteration 42Q: 3 clusters Score -743327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -743332.750000 Penalty: 4485.848633
	Iteration 43Q: 3 clusters Score -743332.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -743334.875000 Penalty: 4485.848633
	Iteration 44Q: 3 clusters Score -743334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -743336.187500 Penalty: 4485.848633
	Iteration 45Q: 3 clusters Score -743336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -743336.937500 Penalty: 4485.848633
	Iteration 46Q: 3 clusters Score -743336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -743338.500000 Penalty: 4485.848633
	Iteration 47Q: 3 clusters Score -743338.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -743338.812500 Penalty: 4485.848633
	Iteration 48Q: 3 clusters Score -743338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -743338.812500 Penalty: 4485.848633
	Iteration 49F: 3 clusters Score -743338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Entering Unmasked Estep 
Score: -971989.437500 Penalty: 2330.987061
	Iteration 0F: 2 clusters Score -971989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -963069.812500 Penalty: 4661.974121
	Iteration 0F: 3 clusters Score -963069.8 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -965941.812500 Penalty: 4661.974121
	Iteration 1F: 3 clusters Score -965941.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -966512.750000 Penalty: 4661.974121
	Iteration 2F: 3 clusters Score -966512.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -967023.375000 Penalty: 4661.974121
	Iteration 3F: 3 clusters Score -967023.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -967542.875000 Penalty: 4661.974121
	Iteration 4F: 3 clusters Score -967542.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -968038.625000 Penalty: 4661.974121
	Iteration 5F: 3 clusters Score -968038.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -968516.875000 Penalty: 4661.974121
	Iteration 6F: 3 clusters Score -968516.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -968946.812500 Penalty: 4661.974121
	Iteration 7F: 3 clusters Score -968946.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -969268.062500 Penalty: 4661.974121
	Iteration 8Q: 3 clusters Score -969268.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -969508.062500 Penalty: 4661.974121
	Iteration 9Q: 3 clusters Score -969508.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -969676.875000 Penalty: 4661.974121
	Iteration 10Q: 3 clusters Score -969676.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -969807.750000 Penalty: 4661.974121
	Iteration 11Q: 3 clusters Score -969807.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -969906.875000 Penalty: 4661.974121
	Iteration 12Q: 3 clusters Score -969906.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -969984.687500 Penalty: 4661.974121
	Iteration 13Q: 3 clusters Score -969984.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -970055.187500 Penalty: 4661.974121
	Iteration 14Q: 3 clusters Score -970055.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -970117.375000 Penalty: 4661.974121
	Iteration 15Q: 3 clusters Score -970117.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -970169.250000 Penalty: 4661.974121
	Iteration 16Q: 3 clusters Score -970169.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -970204.750000 Penalty: 4661.974121
	Iteration 17Q: 3 clusters Score -970204.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -970245.687500 Penalty: 4661.974121
	Iteration 18Q: 3 clusters Score -970245.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -970270.312500 Penalty: 4661.974121
	Iteration 19Q: 3 clusters Score -970270.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -970293.875000 Penalty: 4661.974121
	Iteration 20F: 3 clusters Score -970293.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -970313.625000 Penalty: 4661.974121
	Iteration 21Q: 3 clusters Score -970313.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -970328.750000 Penalty: 4661.974121
	Iteration 22Q: 3 clusters Score -970328.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -970336.812500 Penalty: 4661.974121
	Iteration 23Q: 3 clusters Score -970336.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -970343.000000 Penalty: 4661.974121
	Iteration 24Q: 3 clusters Score -970343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -970350.500000 Penalty: 4661.974121
	Iteration 25Q: 3 clusters Score -970350.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -970364.375000 Penalty: 4661.974121
	Iteration 26Q: 3 clusters Score -970364.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -970368.750000 Penalty: 4661.974121
	Iteration 27Q: 3 clusters Score -970368.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -970376.250000 Penalty: 4661.974121
	Iteration 28Q: 3 clusters Score -970376.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -970382.687500 Penalty: 4661.974121
	Iteration 29Q: 3 clusters Score -970382.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -970385.187500 Penalty: 4661.974121
	Iteration 30Q: 3 clusters Score -970385.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -970394.812500 Penalty: 4661.974121
	Iteration 31Q: 3 clusters Score -970394.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -970404.625000 Penalty: 4661.974121
	Iteration 32Q: 3 clusters Score -970404.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -970419.312500 Penalty: 4661.974121
	Iteration 33Q: 3 clusters Score -970419.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -970434.062500 Penalty: 4661.974121
	Iteration 34Q: 3 clusters Score -970434.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -970443.812500 Penalty: 4661.974121
	Iteration 35Q: 3 clusters Score -970443.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -970451.062500 Penalty: 4661.974121
	Iteration 36Q: 3 clusters Score -970451.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -970460.125000 Penalty: 4661.974121
	Iteration 37Q: 3 clusters Score -970460.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -970476.750000 Penalty: 4661.974121
	Iteration 38Q: 3 clusters Score -970476.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -970485.625000 Penalty: 4661.974121
	Iteration 39Q: 3 clusters Score -970485.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -970494.062500 Penalty: 4661.974121
	Iteration 40F: 3 clusters Score -970494.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -970504.187500 Penalty: 4661.974121
	Iteration 41Q: 3 clusters Score -970504.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -970507.875000 Penalty: 4661.974121
	Iteration 42Q: 3 clusters Score -970507.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -970512.562500 Penalty: 4661.974121
	Iteration 43Q: 3 clusters Score -970512.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -970516.500000 Penalty: 4661.974121
	Iteration 44Q: 3 clusters Score -970516.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -970521.687500 Penalty: 4661.974121
	Iteration 45Q: 3 clusters Score -970521.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -970520.500000 Penalty: 4661.974121
	Iteration 46Q: 3 clusters Score -970520.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -970526.250000 Penalty: 4661.974121
	Iteration 47Q: 3 clusters Score -970526.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -970531.500000 Penalty: 4661.974121
	Iteration 48Q: 3 clusters Score -970531.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -970534.812500 Penalty: 4661.974121
	Iteration 49Q: 3 clusters Score -970534.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -970532.812500 Penalty: 4661.974121
	Iteration 50Q: 3 clusters Score -970532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -970534.750000 Penalty: 4661.974121
	Iteration 51Q: 3 clusters Score -970534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -970534.750000 Penalty: 4661.974121
	Iteration 52Q: 3 clusters Score -970534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -970537.500000 Penalty: 4661.974121
	Iteration 53Q: 3 clusters Score -970537.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -970536.437500 Penalty: 4661.974121
	Iteration 54Q: 3 clusters Score -970536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -970539.125000 Penalty: 4661.974121
	Iteration 55Q: 3 clusters Score -970539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -970539.937500 Penalty: 4661.974121
	Iteration 56Q: 3 clusters Score -970539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -970540.500000 Penalty: 4661.974121
	Iteration 57Q: 3 clusters Score -970540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -970544.562500 Penalty: 4661.974121
	Iteration 58Q: 3 clusters Score -970544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -970544.562500 Penalty: 4661.974121
	Iteration 59Q: 3 clusters Score -970544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -970544.812500 Penalty: 4661.974121
	Iteration 60F: 3 clusters Score -970544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -970546.062500 Penalty: 4661.974121
	Iteration 61Q: 3 clusters Score -970546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -970549.312500 Penalty: 4661.974121
	Iteration 62Q: 3 clusters Score -970549.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -970549.000000 Penalty: 4661.974121
	Iteration 63Q: 3 clusters Score -970549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -970550.750000 Penalty: 4661.974121
	Iteration 64Q: 3 clusters Score -970550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -970550.687500 Penalty: 4661.974121
	Iteration 65Q: 3 clusters Score -970550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -970551.812500 Penalty: 4661.974121
	Iteration 66Q: 3 clusters Score -970551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -970552.500000 Penalty: 4661.974121
	Iteration 67Q: 3 clusters Score -970552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -970551.937500 Penalty: 4661.974121
	Iteration 68Q: 3 clusters Score -970551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -970551.562500 Penalty: 4661.974121
	Iteration 69Q: 3 clusters Score -970551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -970551.812500 Penalty: 4661.974121
	Iteration 70Q: 3 clusters Score -970551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -970551.875000 Penalty: 4661.974121
	Iteration 71Q: 3 clusters Score -970551.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -970551.187500 Penalty: 4661.974121
	Iteration 72Q: 3 clusters Score -970551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -970551.500000 Penalty: 4661.974121
	Iteration 73Q: 3 clusters Score -970551.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -970551.250000 Penalty: 4661.974121
	Iteration 74Q: 3 clusters Score -970551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -970551.812500 Penalty: 4661.974121
	Iteration 75Q: 3 clusters Score -970551.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -970551.812500 Penalty: 4661.974121
	Iteration 76F: 3 clusters Score -970551.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Entering Unmasked Estep 
Score: -697177.000000 Penalty: 2231.261963
	Iteration 0F: 2 clusters Score -697177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -690673.187500 Penalty: 4462.523926
	Iteration 0F: 3 clusters Score -690673.2 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -692510.000000 Penalty: 4462.523926
	Iteration 1F: 3 clusters Score -692510 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -692820.187500 Penalty: 4462.523926
	Iteration 2F: 3 clusters Score -692820.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -693128.875000 Penalty: 4462.523926
	Iteration 3F: 3 clusters Score -693128.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -693376.375000 Penalty: 4462.523926
	Iteration 4Q: 3 clusters Score -693376.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -693570.937500 Penalty: 4462.523926
	Iteration 5Q: 3 clusters Score -693570.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -693749.875000 Penalty: 4462.523926
	Iteration 6Q: 3 clusters Score -693749.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -693923.312500 Penalty: 4462.523926
	Iteration 7Q: 3 clusters Score -693923.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -694106.500000 Penalty: 4462.523926
	Iteration 8Q: 3 clusters Score -694106.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -694298.062500 Penalty: 4462.523926
	Iteration 9Q: 3 clusters Score -694298.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -694442.062500 Penalty: 4462.523926
	Iteration 10Q: 3 clusters Score -694442.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -694570.562500 Penalty: 4462.523926
	Iteration 11Q: 3 clusters Score -694570.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -694693.500000 Penalty: 4462.523926
	Iteration 12Q: 3 clusters Score -694693.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -694799.000000 Penalty: 4462.523926
	Iteration 13Q: 3 clusters Score -694799 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -694900.687500 Penalty: 4462.523926
	Iteration 14Q: 3 clusters Score -694900.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -694995.562500 Penalty: 4462.523926
	Iteration 15Q: 3 clusters Score -694995.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -695082.750000 Penalty: 4462.523926
	Iteration 16Q: 3 clusters Score -695082.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -695164.562500 Penalty: 4462.523926
	Iteration 17Q: 3 clusters Score -695164.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -695246.500000 Penalty: 4462.523926
	Iteration 18Q: 3 clusters Score -695246.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -695325.312500 Penalty: 4462.523926
	Iteration 19Q: 3 clusters Score -695325.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -695402.250000 Penalty: 4462.523926
	Iteration 20F: 3 clusters Score -695402.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -695471.000000 Penalty: 4462.523926
	Iteration 21Q: 3 clusters Score -695471 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -695519.375000 Penalty: 4462.523926
	Iteration 22Q: 3 clusters Score -695519.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -695560.500000 Penalty: 4462.523926
	Iteration 23Q: 3 clusters Score -695560.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -695597.500000 Penalty: 4462.523926
	Iteration 24Q: 3 clusters Score -695597.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -695637.937500 Penalty: 4462.523926
	Iteration 25Q: 3 clusters Score -695637.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -695684.312500 Penalty: 4462.523926
	Iteration 26Q: 3 clusters Score -695684.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -695730.312500 Penalty: 4462.523926
	Iteration 27Q: 3 clusters Score -695730.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -695759.875000 Penalty: 4462.523926
	Iteration 28Q: 3 clusters Score -695759.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -695785.875000 Penalty: 4462.523926
	Iteration 29Q: 3 clusters Score -695785.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -695809.625000 Penalty: 4462.523926
	Iteration 30Q: 3 clusters Score -695809.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -695829.875000 Penalty: 4462.523926
	Iteration 31Q: 3 clusters Score -695829.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -695848.625000 Penalty: 4462.523926
	Iteration 32Q: 3 clusters Score -695848.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -695863.500000 Penalty: 4462.523926
	Iteration 33Q: 3 clusters Score -695863.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -695879.250000 Penalty: 4462.523926
	Iteration 34Q: 3 clusters Score -695879.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -695889.437500 Penalty: 4462.523926
	Iteration 35Q: 3 clusters Score -695889.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -695896.437500 Penalty: 4462.523926
	Iteration 36Q: 3 clusters Score -695896.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -695906.187500 Penalty: 4462.523926
	Iteration 37Q: 3 clusters Score -695906.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -695911.812500 Penalty: 4462.523926
	Iteration 38Q: 3 clusters Score -695911.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -695918.312500 Penalty: 4462.523926
	Iteration 39Q: 3 clusters Score -695918.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -695923.250000 Penalty: 4462.523926
	Iteration 40F: 3 clusters Score -695923.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -695930.062500 Penalty: 4462.523926
	Iteration 41Q: 3 clusters Score -695930.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -695932.812500 Penalty: 4462.523926
	Iteration 42Q: 3 clusters Score -695932.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -695937.000000 Penalty: 4462.523926
	Iteration 43Q: 3 clusters Score -695937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -695941.500000 Penalty: 4462.523926
	Iteration 44Q: 3 clusters Score -695941.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -695945.187500 Penalty: 4462.523926
	Iteration 45Q: 3 clusters Score -695945.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -695947.187500 Penalty: 4462.523926
	Iteration 46Q: 3 clusters Score -695947.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -695951.187500 Penalty: 4462.523926
	Iteration 47Q: 3 clusters Score -695951.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -695954.250000 Penalty: 4462.523926
	Iteration 48Q: 3 clusters Score -695954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -695958.125000 Penalty: 4462.523926
	Iteration 49Q: 3 clusters Score -695958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -695959.375000 Penalty: 4462.523926
	Iteration 50Q: 3 clusters Score -695959.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -695963.125000 Penalty: 4462.523926
	Iteration 51Q: 3 clusters Score -695963.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -695962.500000 Penalty: 4462.523926
	Iteration 52Q: 3 clusters Score -695962.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -695964.125000 Penalty: 4462.523926
	Iteration 53Q: 3 clusters Score -695964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -695964.625000 Penalty: 4462.523926
	Iteration 54Q: 3 clusters Score -695964.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -695969.187500 Penalty: 4462.523926
	Iteration 55Q: 3 clusters Score -695969.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -695971.375000 Penalty: 4462.523926
	Iteration 56Q: 3 clusters Score -695971.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -695973.937500 Penalty: 4462.523926
	Iteration 57Q: 3 clusters Score -695973.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -695980.812500 Penalty: 4462.523926
	Iteration 58Q: 3 clusters Score -695980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -695982.875000 Penalty: 4462.523926
	Iteration 59Q: 3 clusters Score -695982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -695983.250000 Penalty: 4462.523926
	Iteration 60F: 3 clusters Score -695983.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -695985.687500 Penalty: 4462.523926
	Iteration 61Q: 3 clusters Score -695985.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -695987.625000 Penalty: 4462.523926
	Iteration 62Q: 3 clusters Score -695987.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -695992.250000 Penalty: 4462.523926
	Iteration 63Q: 3 clusters Score -695992.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -695996.062500 Penalty: 4462.523926
	Iteration 64Q: 3 clusters Score -695996.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -696001.500000 Penalty: 4462.523926
	Iteration 65Q: 3 clusters Score -696001.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -696005.187500 Penalty: 4462.523926
	Iteration 66Q: 3 clusters Score -696005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -696008.250000 Penalty: 4462.523926
	Iteration 67Q: 3 clusters Score -696008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -696008.937500 Penalty: 4462.523926
	Iteration 68Q: 3 clusters Score -696008.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -696010.625000 Penalty: 4462.523926
	Iteration 69Q: 3 clusters Score -696010.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -696011.500000 Penalty: 4462.523926
	Iteration 70Q: 3 clusters Score -696011.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -696013.000000 Penalty: 4462.523926
	Iteration 71Q: 3 clusters Score -696013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -696015.750000 Penalty: 4462.523926
	Iteration 72Q: 3 clusters Score -696015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -696016.312500 Penalty: 4462.523926
	Iteration 73Q: 3 clusters Score -696016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -696016.312500 Penalty: 4462.523926
	Iteration 74Q: 3 clusters Score -696016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -696016.437500 Penalty: 4462.523926
	Iteration 75Q: 3 clusters Score -696016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -696016.312500 Penalty: 4462.523926
	Iteration 76Q: 3 clusters Score -696016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -696016.187500 Penalty: 4462.523926
	Iteration 77Q: 3 clusters Score -696016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -696016.187500 Penalty: 4462.523926
	Iteration 78F: 3 clusters Score -696016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -697886.625000 Penalty: 2240.303955
	Iteration 0F: 2 clusters Score -697886.6 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 4172 members 
Entering Unmasked Estep 
Score: -691338.312500 Penalty: 4480.607910
	Iteration 0F: 3 clusters Score -691338.3 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -693310.687500 Penalty: 4480.607910
	Iteration 1F: 3 clusters Score -693310.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -693664.000000 Penalty: 4480.607910
	Iteration 2F: 3 clusters Score -693664 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -693965.125000 Penalty: 4480.607910
	Iteration 3F: 3 clusters Score -693965.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -694255.437500 Penalty: 4480.607910
	Iteration 4F: 3 clusters Score -694255.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -694531.062500 Penalty: 4480.607910
	Iteration 5F: 3 clusters Score -694531.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -694827.750000 Penalty: 4480.607910
	Iteration 6Q: 3 clusters Score -694827.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -695161.937500 Penalty: 4480.607910
	Iteration 7Q: 3 clusters Score -695161.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -695523.750000 Penalty: 4480.607910
	Iteration 8Q: 3 clusters Score -695523.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -695886.062500 Penalty: 4480.607910
	Iteration 9Q: 3 clusters Score -695886.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -696204.625000 Penalty: 4480.607910
	Iteration 10Q: 3 clusters Score -696204.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -696494.750000 Penalty: 4480.607910
	Iteration 11Q: 3 clusters Score -696494.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -696729.750000 Penalty: 4480.607910
	Iteration 12Q: 3 clusters Score -696729.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -696904.000000 Penalty: 4480.607910
	Iteration 13Q: 3 clusters Score -696904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -696980.812500 Penalty: 4480.607910
	Iteration 14Q: 3 clusters Score -696980.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -697009.500000 Penalty: 4480.607910
	Iteration 15Q: 3 clusters Score -697009.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -697027.812500 Penalty: 4480.607910
	Iteration 16Q: 3 clusters Score -697027.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -697034.312500 Penalty: 4480.607910
	Iteration 17Q: 3 clusters Score -697034.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -697038.437500 Penalty: 4480.607910
	Iteration 18Q: 3 clusters Score -697038.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -697038.250000 Penalty: 4480.607910
	Iteration 19Q: 3 clusters Score -697038.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -697043.125000 Penalty: 4480.607910
	Iteration 20F: 3 clusters Score -697043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -697044.000000 Penalty: 4480.607910
	Iteration 21Q: 3 clusters Score -697044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -697044.437500 Penalty: 4480.607910
	Iteration 22Q: 3 clusters Score -697044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -697043.000000 Penalty: 4480.607910
	Iteration 23Q: 3 clusters Score -697043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -697045.187500 Penalty: 4480.607910
	Iteration 24Q: 3 clusters Score -697045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -697046.625000 Penalty: 4480.607910
	Iteration 25Q: 3 clusters Score -697046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -697046.125000 Penalty: 4480.607910
	Iteration 26Q: 3 clusters Score -697046.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -697046.125000 Penalty: 4480.607910
	Iteration 27F: 3 clusters Score -697046.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (101788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Entering Unmasked Estep 
Score: -8936178.000000 Penalty: 2859.600586
	Iteration 0F: 2 clusters Score -8936178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -8868348.000000 Penalty: 5719.201172
	Iteration 0F: 3 clusters Score -8868348 nChanged 47980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -8895852.000000 Penalty: 5719.201172
	Iteration 1F: 3 clusters Score -8895852 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -8896838.000000 Penalty: 5719.201172
	Iteration 2Q: 3 clusters Score -8896838 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -8898025.000000 Penalty: 5719.201172
	Iteration 3Q: 3 clusters Score -8898025 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -8899690.000000 Penalty: 5719.201172
	Iteration 4Q: 3 clusters Score -8899690 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -8902206.000000 Penalty: 5719.201172
	Iteration 5F: 3 clusters Score -8902206 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -8905734.000000 Penalty: 5719.201172
	Iteration 6F: 3 clusters Score -8905734 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -8910685.000000 Penalty: 5719.201172
	Iteration 7F: 3 clusters Score -8910685 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -8916765.000000 Penalty: 5719.201172
	Iteration 8F: 3 clusters Score -8916765 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -8922848.000000 Penalty: 5719.201172
	Iteration 9F: 3 clusters Score -8922848 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -8927491.000000 Penalty: 5719.201172
	Iteration 10Q: 3 clusters Score -8927491 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 95017 members 
Entering Unmasked Estep 
Score: -8930327.000000 Penalty: 5719.201172
	Iteration 11Q: 3 clusters Score -8930327 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -8931963.000000 Penalty: 5719.201172
	Iteration 12Q: 3 clusters Score -8931963 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -8932742.000000 Penalty: 5719.201172
	Iteration 13Q: 3 clusters Score -8932742 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -8933201.000000 Penalty: 5719.201172
	Iteration 14Q: 3 clusters Score -8933201 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 98961 members 
Entering Unmasked Estep 
Score: -8933516.000000 Penalty: 5719.201172
	Iteration 15Q: 3 clusters Score -8933516 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -8933739.000000 Penalty: 5719.201172
	Iteration 16Q: 3 clusters Score -8933739 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -8933875.000000 Penalty: 5719.201172
	Iteration 17Q: 3 clusters Score -8933875 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -8933954.000000 Penalty: 5719.201172
	Iteration 18Q: 3 clusters Score -8933954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -8934046.000000 Penalty: 5719.201172
	Iteration 19Q: 3 clusters Score -8934046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 99954 members 
Entering Unmasked Estep 
Score: -8934089.000000 Penalty: 5719.201172
	Iteration 20F: 3 clusters Score -8934089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -8934115.000000 Penalty: 5719.201172
	Iteration 21Q: 3 clusters Score -8934115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -8934140.000000 Penalty: 5719.201172
	Iteration 22Q: 3 clusters Score -8934140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -8934181.000000 Penalty: 5719.201172
	Iteration 23Q: 3 clusters Score -8934181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -8934205.000000 Penalty: 5719.201172
	Iteration 24Q: 3 clusters Score -8934205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -8934224.000000 Penalty: 5719.201172
	Iteration 25Q: 3 clusters Score -8934224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -8934226.000000 Penalty: 5719.201172
	Iteration 26Q: 3 clusters Score -8934226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -8934254.000000 Penalty: 5719.201172
	Iteration 27Q: 3 clusters Score -8934254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -8934250.000000 Penalty: 5719.201172
	Iteration 28Q: 3 clusters Score -8934250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 100322 members 
Entering Unmasked Estep 
Score: -8934259.000000 Penalty: 5719.201172
	Iteration 29Q: 3 clusters Score -8934259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -8934260.000000 Penalty: 5719.201172
	Iteration 30Q: 3 clusters Score -8934260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 100337 members 
Entering Unmasked Estep 
Score: -8934263.000000 Penalty: 5719.201172
	Iteration 31Q: 3 clusters Score -8934263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -8934261.000000 Penalty: 5719.201172
	Iteration 32Q: 3 clusters Score -8934261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -8934267.000000 Penalty: 5719.201172
	Iteration 33Q: 3 clusters Score -8934267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -8934267.000000 Penalty: 5719.201172
	Iteration 34Q: 3 clusters Score -8934267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -8934269.000000 Penalty: 5719.201172
	Iteration 35Q: 3 clusters Score -8934269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -8934262.000000 Penalty: 5719.201172
	Iteration 36Q: 3 clusters Score -8934262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 100352 members 
Entering Unmasked Estep 
Score: -8934264.000000 Penalty: 5719.201172
	Iteration 37Q: 3 clusters Score -8934264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 100353 members 
Entering Unmasked Estep 
Score: -8934263.000000 Penalty: 5719.201172
	Iteration 38Q: 3 clusters Score -8934263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -8934259.000000 Penalty: 5719.201172
	Iteration 39Q: 3 clusters Score -8934259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -8934259.000000 Penalty: 5719.201172
	Iteration 40F: 3 clusters Score -8934259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -93801.226562 Penalty: 1753.117798
	Iteration 0F: 2 clusters Score -93801.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -91757.492188 Penalty: 3506.235596
	Iteration 0F: 3 clusters Score -91757.49 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -92077.656250 Penalty: 3506.235596
	Iteration 1F: 3 clusters Score -92077.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92222.273438 Penalty: 3506.235596
	Iteration 2F: 3 clusters Score -92222.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92321.492188 Penalty: 3506.235596
	Iteration 3F: 3 clusters Score -92321.49 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -92457.179688 Penalty: 3506.235596
	Iteration 4F: 3 clusters Score -92457.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -92639.570312 Penalty: 3506.235596
	Iteration 5F: 3 clusters Score -92639.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92828.289062 Penalty: 3506.235596
	Iteration 6F: 3 clusters Score -92828.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -92974.625000 Penalty: 3506.235596
	Iteration 7F: 3 clusters Score -92974.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93070.500000 Penalty: 3506.235596
	Iteration 8Q: 3 clusters Score -93070.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -93124.132812 Penalty: 3506.235596
	Iteration 9Q: 3 clusters Score -93124.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93157.218750 Penalty: 3506.235596
	Iteration 10Q: 3 clusters Score -93157.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93204.921875 Penalty: 3506.235596
	Iteration 11Q: 3 clusters Score -93204.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93233.898438 Penalty: 3506.235596
	Iteration 12Q: 3 clusters Score -93233.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -93258.210938 Penalty: 3506.235596
	Iteration 13Q: 3 clusters Score -93258.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93271.539062 Penalty: 3506.235596
	Iteration 14Q: 3 clusters Score -93271.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93279.609375 Penalty: 3506.235596
	Iteration 15Q: 3 clusters Score -93279.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93281.875000 Penalty: 3506.235596
	Iteration 16Q: 3 clusters Score -93281.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93282.703125 Penalty: 3506.235596
	Iteration 17Q: 3 clusters Score -93282.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93284.539062 Penalty: 3506.235596
	Iteration 18Q: 3 clusters Score -93284.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93284.539062 Penalty: 3506.235596
	Iteration 19F: 3 clusters Score -93284.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Entering Unmasked Estep 
Score: -1976134.375000 Penalty: 2504.034668
	Iteration 0F: 2 clusters Score -1976134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1959259.125000 Penalty: 5008.069336
	Iteration 0F: 3 clusters Score -1959259 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1965449.250000 Penalty: 5008.069336
	Iteration 1F: 3 clusters Score -1965449 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1966735.625000 Penalty: 5008.069336
	Iteration 2F: 3 clusters Score -1966736 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1968393.875000 Penalty: 5008.069336
	Iteration 3F: 3 clusters Score -1968394 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1970009.125000 Penalty: 5008.069336
	Iteration 4F: 3 clusters Score -1970009 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1971273.375000 Penalty: 5008.069336
	Iteration 5F: 3 clusters Score -1971273 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1972241.625000 Penalty: 5008.069336
	Iteration 6F: 3 clusters Score -1972242 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1972789.500000 Penalty: 5008.069336
	Iteration 7Q: 3 clusters Score -1972790 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1973154.250000 Penalty: 5008.069336
	Iteration 8Q: 3 clusters Score -1973154 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1973365.375000 Penalty: 5008.069336
	Iteration 9Q: 3 clusters Score -1973365 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1973523.875000 Penalty: 5008.069336
	Iteration 10Q: 3 clusters Score -1973524 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1973611.875000 Penalty: 5008.069336
	Iteration 11Q: 3 clusters Score -1973612 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1973686.500000 Penalty: 5008.069336
	Iteration 12Q: 3 clusters Score -1973686 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1973731.750000 Penalty: 5008.069336
	Iteration 13Q: 3 clusters Score -1973732 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1973786.375000 Penalty: 5008.069336
	Iteration 14Q: 3 clusters Score -1973786 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1973828.625000 Penalty: 5008.069336
	Iteration 15Q: 3 clusters Score -1973829 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1973861.750000 Penalty: 5008.069336
	Iteration 16Q: 3 clusters Score -1973862 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1973903.375000 Penalty: 5008.069336
	Iteration 17Q: 3 clusters Score -1973903 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1973948.625000 Penalty: 5008.069336
	Iteration 18Q: 3 clusters Score -1973949 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1973977.500000 Penalty: 5008.069336
	Iteration 19Q: 3 clusters Score -1973978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1974008.000000 Penalty: 5008.069336
	Iteration 20F: 3 clusters Score -1974008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1974031.625000 Penalty: 5008.069336
	Iteration 21Q: 3 clusters Score -1974032 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1974062.000000 Penalty: 5008.069336
	Iteration 22Q: 3 clusters Score -1974062 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1974081.625000 Penalty: 5008.069336
	Iteration 23Q: 3 clusters Score -1974082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1974093.750000 Penalty: 5008.069336
	Iteration 24Q: 3 clusters Score -1974094 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1974113.375000 Penalty: 5008.069336
	Iteration 25Q: 3 clusters Score -1974113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1974121.875000 Penalty: 5008.069336
	Iteration 26Q: 3 clusters Score -1974122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1974134.500000 Penalty: 5008.069336
	Iteration 27Q: 3 clusters Score -1974134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1974157.500000 Penalty: 5008.069336
	Iteration 28Q: 3 clusters Score -1974158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1974169.125000 Penalty: 5008.069336
	Iteration 29Q: 3 clusters Score -1974169 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1974180.125000 Penalty: 5008.069336
	Iteration 30Q: 3 clusters Score -1974180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1974192.500000 Penalty: 5008.069336
	Iteration 31Q: 3 clusters Score -1974192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1974203.125000 Penalty: 5008.069336
	Iteration 32Q: 3 clusters Score -1974203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1974212.000000 Penalty: 5008.069336
	Iteration 33Q: 3 clusters Score -1974212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1974222.625000 Penalty: 5008.069336
	Iteration 34Q: 3 clusters Score -1974223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1974232.625000 Penalty: 5008.069336
	Iteration 35Q: 3 clusters Score -1974233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1974243.125000 Penalty: 5008.069336
	Iteration 36Q: 3 clusters Score -1974243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1974252.000000 Penalty: 5008.069336
	Iteration 37Q: 3 clusters Score -1974252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1974254.125000 Penalty: 5008.069336
	Iteration 38Q: 3 clusters Score -1974254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1974259.625000 Penalty: 5008.069336
	Iteration 39Q: 3 clusters Score -1974260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1974275.375000 Penalty: 5008.069336
	Iteration 40F: 3 clusters Score -1974275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1974276.500000 Penalty: 5008.069336
	Iteration 41Q: 3 clusters Score -1974276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1974289.750000 Penalty: 5008.069336
	Iteration 42Q: 3 clusters Score -1974290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1974297.625000 Penalty: 5008.069336
	Iteration 43Q: 3 clusters Score -1974298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1974312.375000 Penalty: 5008.069336
	Iteration 44Q: 3 clusters Score -1974312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1974320.000000 Penalty: 5008.069336
	Iteration 45Q: 3 clusters Score -1974320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1974335.000000 Penalty: 5008.069336
	Iteration 46Q: 3 clusters Score -1974335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1974353.750000 Penalty: 5008.069336
	Iteration 47Q: 3 clusters Score -1974354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1974372.875000 Penalty: 5008.069336
	Iteration 48Q: 3 clusters Score -1974373 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1974386.000000 Penalty: 5008.069336
	Iteration 49Q: 3 clusters Score -1974386 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1974407.375000 Penalty: 5008.069336
	Iteration 50Q: 3 clusters Score -1974407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1974408.375000 Penalty: 5008.069336
	Iteration 51Q: 3 clusters Score -1974408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1974434.625000 Penalty: 5008.069336
	Iteration 52Q: 3 clusters Score -1974435 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1974458.625000 Penalty: 5008.069336
	Iteration 53Q: 3 clusters Score -1974459 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1974477.375000 Penalty: 5008.069336
	Iteration 54Q: 3 clusters Score -1974477 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1974487.625000 Penalty: 5008.069336
	Iteration 55Q: 3 clusters Score -1974488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1974498.625000 Penalty: 5008.069336
	Iteration 56Q: 3 clusters Score -1974499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1974506.125000 Penalty: 5008.069336
	Iteration 57Q: 3 clusters Score -1974506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1974511.625000 Penalty: 5008.069336
	Iteration 58Q: 3 clusters Score -1974512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1974505.125000 Penalty: 5008.069336
	Iteration 59Q: 3 clusters Score -1974505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1974520.000000 Penalty: 5008.069336
	Iteration 60F: 3 clusters Score -1974520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1974529.625000 Penalty: 5008.069336
	Iteration 61Q: 3 clusters Score -1974530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1974538.500000 Penalty: 5008.069336
	Iteration 62Q: 3 clusters Score -1974538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1974543.125000 Penalty: 5008.069336
	Iteration 63Q: 3 clusters Score -1974543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1974548.000000 Penalty: 5008.069336
	Iteration 64Q: 3 clusters Score -1974548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1974547.625000 Penalty: 5008.069336
	Iteration 65Q: 3 clusters Score -1974548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1974544.250000 Penalty: 5008.069336
	Iteration 66Q: 3 clusters Score -1974544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1974556.250000 Penalty: 5008.069336
	Iteration 67Q: 3 clusters Score -1974556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1974561.250000 Penalty: 5008.069336
	Iteration 68Q: 3 clusters Score -1974561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1974556.625000 Penalty: 5008.069336
	Iteration 69Q: 3 clusters Score -1974557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1974553.750000 Penalty: 5008.069336
	Iteration 70Q: 3 clusters Score -1974554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1974567.500000 Penalty: 5008.069336
	Iteration 71Q: 3 clusters Score -1974568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1974575.875000 Penalty: 5008.069336
	Iteration 72Q: 3 clusters Score -1974576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1974579.500000 Penalty: 5008.069336
	Iteration 73Q: 3 clusters Score -1974580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1974581.125000 Penalty: 5008.069336
	Iteration 74Q: 3 clusters Score -1974581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1974585.875000 Penalty: 5008.069336
	Iteration 75Q: 3 clusters Score -1974586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1974584.125000 Penalty: 5008.069336
	Iteration 76Q: 3 clusters Score -1974584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1974590.375000 Penalty: 5008.069336
	Iteration 77Q: 3 clusters Score -1974590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1974603.250000 Penalty: 5008.069336
	Iteration 78Q: 3 clusters Score -1974603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1974609.125000 Penalty: 5008.069336
	Iteration 79Q: 3 clusters Score -1974609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1974624.750000 Penalty: 5008.069336
	Iteration 80F: 3 clusters Score -1974625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1974631.500000 Penalty: 5008.069336
	Iteration 81Q: 3 clusters Score -1974632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1974637.750000 Penalty: 5008.069336
	Iteration 82Q: 3 clusters Score -1974638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1974637.625000 Penalty: 5008.069336
	Iteration 83Q: 3 clusters Score -1974638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1974643.625000 Penalty: 5008.069336
	Iteration 84Q: 3 clusters Score -1974644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1974655.250000 Penalty: 5008.069336
	Iteration 85Q: 3 clusters Score -1974655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1974662.625000 Penalty: 5008.069336
	Iteration 86Q: 3 clusters Score -1974663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1974676.750000 Penalty: 5008.069336
	Iteration 87Q: 3 clusters Score -1974677 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1974679.625000 Penalty: 5008.069336
	Iteration 88Q: 3 clusters Score -1974680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1974686.125000 Penalty: 5008.069336
	Iteration 89Q: 3 clusters Score -1974686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1974691.125000 Penalty: 5008.069336
	Iteration 90Q: 3 clusters Score -1974691 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1974699.125000 Penalty: 5008.069336
	Iteration 91Q: 3 clusters Score -1974699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -1974709.250000 Penalty: 5008.069336
	Iteration 92Q: 3 clusters Score -1974709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1974721.625000 Penalty: 5008.069336
	Iteration 93Q: 3 clusters Score -1974722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1974735.000000 Penalty: 5008.069336
	Iteration 94Q: 3 clusters Score -1974735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1974746.125000 Penalty: 5008.069336
	Iteration 95Q: 3 clusters Score -1974746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1974751.250000 Penalty: 5008.069336
	Iteration 96Q: 3 clusters Score -1974751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1974765.250000 Penalty: 5008.069336
	Iteration 97Q: 3 clusters Score -1974765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1974772.875000 Penalty: 5008.069336
	Iteration 98Q: 3 clusters Score -1974773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1974776.125000 Penalty: 5008.069336
	Iteration 99Q: 3 clusters Score -1974776 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1974789.125000 Penalty: 5008.069336
	Iteration 100F: 3 clusters Score -1974789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1974796.625000 Penalty: 5008.069336
	Iteration 101Q: 3 clusters Score -1974797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1974814.625000 Penalty: 5008.069336
	Iteration 102Q: 3 clusters Score -1974815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1974826.125000 Penalty: 5008.069336
	Iteration 103Q: 3 clusters Score -1974826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1974831.625000 Penalty: 5008.069336
	Iteration 104Q: 3 clusters Score -1974832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1974846.750000 Penalty: 5008.069336
	Iteration 105Q: 3 clusters Score -1974847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1974863.375000 Penalty: 5008.069336
	Iteration 106Q: 3 clusters Score -1974863 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1974880.250000 Penalty: 5008.069336
	Iteration 107Q: 3 clusters Score -1974880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -1974891.625000 Penalty: 5008.069336
	Iteration 108Q: 3 clusters Score -1974892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1974914.625000 Penalty: 5008.069336
	Iteration 109Q: 3 clusters Score -1974915 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1974933.000000 Penalty: 5008.069336
	Iteration 110Q: 3 clusters Score -1974933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1974955.375000 Penalty: 5008.069336
	Iteration 111Q: 3 clusters Score -1974955 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1974966.375000 Penalty: 5008.069336
	Iteration 112Q: 3 clusters Score -1974966 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1974988.625000 Penalty: 5008.069336
	Iteration 113Q: 3 clusters Score -1974989 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1975000.750000 Penalty: 5008.069336
	Iteration 114Q: 3 clusters Score -1975001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1975018.750000 Penalty: 5008.069336
	Iteration 115Q: 3 clusters Score -1975019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1975027.125000 Penalty: 5008.069336
	Iteration 116Q: 3 clusters Score -1975027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1975049.375000 Penalty: 5008.069336
	Iteration 117Q: 3 clusters Score -1975049 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1975075.375000 Penalty: 5008.069336
	Iteration 118Q: 3 clusters Score -1975075 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1975090.125000 Penalty: 5008.069336
	Iteration 119Q: 3 clusters Score -1975090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1975092.625000 Penalty: 5008.069336
	Iteration 120F: 3 clusters Score -1975093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1975114.750000 Penalty: 5008.069336
	Iteration 121Q: 3 clusters Score -1975115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1975122.125000 Penalty: 5008.069336
	Iteration 122Q: 3 clusters Score -1975122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1975133.125000 Penalty: 5008.069336
	Iteration 123Q: 3 clusters Score -1975133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1975148.875000 Penalty: 5008.069336
	Iteration 124Q: 3 clusters Score -1975149 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1975164.250000 Penalty: 5008.069336
	Iteration 125Q: 3 clusters Score -1975164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1975172.125000 Penalty: 5008.069336
	Iteration 126Q: 3 clusters Score -1975172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1975177.750000 Penalty: 5008.069336
	Iteration 127Q: 3 clusters Score -1975178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1975199.250000 Penalty: 5008.069336
	Iteration 128Q: 3 clusters Score -1975199 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1975212.250000 Penalty: 5008.069336
	Iteration 129Q: 3 clusters Score -1975212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1975230.125000 Penalty: 5008.069336
	Iteration 130Q: 3 clusters Score -1975230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1975254.125000 Penalty: 5008.069336
	Iteration 131Q: 3 clusters Score -1975254 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1975268.875000 Penalty: 5008.069336
	Iteration 132Q: 3 clusters Score -1975269 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1975292.000000 Penalty: 5008.069336
	Iteration 133Q: 3 clusters Score -1975292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1975310.000000 Penalty: 5008.069336
	Iteration 134Q: 3 clusters Score -1975310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1975341.250000 Penalty: 5008.069336
	Iteration 135Q: 3 clusters Score -1975341 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -1975370.625000 Penalty: 5008.069336
	Iteration 136Q: 3 clusters Score -1975371 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1975384.625000 Penalty: 5008.069336
	Iteration 137Q: 3 clusters Score -1975385 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -1975420.375000 Penalty: 5008.069336
	Iteration 138Q: 3 clusters Score -1975420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1975449.875000 Penalty: 5008.069336
	Iteration 139Q: 3 clusters Score -1975450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -1975485.000000 Penalty: 5008.069336
	Iteration 140F: 3 clusters Score -1975485 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -1975519.250000 Penalty: 5008.069336
	Iteration 141Q: 3 clusters Score -1975519 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -1975560.750000 Penalty: 5008.069336
	Iteration 142Q: 3 clusters Score -1975561 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1975596.000000 Penalty: 5008.069336
	Iteration 143Q: 3 clusters Score -1975596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1975630.000000 Penalty: 5008.069336
	Iteration 144Q: 3 clusters Score -1975630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -1975653.750000 Penalty: 5008.069336
	Iteration 145Q: 3 clusters Score -1975654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1975684.500000 Penalty: 5008.069336
	Iteration 146Q: 3 clusters Score -1975684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1975710.375000 Penalty: 5008.069336
	Iteration 147Q: 3 clusters Score -1975710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1975731.625000 Penalty: 5008.069336
	Iteration 148Q: 3 clusters Score -1975732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -1975752.875000 Penalty: 5008.069336
	Iteration 149Q: 3 clusters Score -1975753 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -1975780.625000 Penalty: 5008.069336
	Iteration 150Q: 3 clusters Score -1975781 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -1975809.125000 Penalty: 5008.069336
	Iteration 151Q: 3 clusters Score -1975809 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -1975828.875000 Penalty: 5008.069336
	Iteration 152Q: 3 clusters Score -1975829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -1975855.875000 Penalty: 5008.069336
	Iteration 153Q: 3 clusters Score -1975856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1975881.250000 Penalty: 5008.069336
	Iteration 154Q: 3 clusters Score -1975881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -1975900.375000 Penalty: 5008.069336
	Iteration 155Q: 3 clusters Score -1975900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -1975912.875000 Penalty: 5008.069336
	Iteration 156Q: 3 clusters Score -1975913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -1975928.750000 Penalty: 5008.069336
	Iteration 157Q: 3 clusters Score -1975929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -1975936.375000 Penalty: 5008.069336
	Iteration 158Q: 3 clusters Score -1975936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -1975945.250000 Penalty: 5008.069336
	Iteration 159Q: 3 clusters Score -1975945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -1975946.125000 Penalty: 5008.069336
	Iteration 160F: 3 clusters Score -1975946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1975955.625000 Penalty: 5008.069336
	Iteration 161Q: 3 clusters Score -1975956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -1975959.375000 Penalty: 5008.069336
	Iteration 162Q: 3 clusters Score -1975959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -1975966.750000 Penalty: 5008.069336
	Iteration 163Q: 3 clusters Score -1975967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -1975974.875000 Penalty: 5008.069336
	Iteration 164Q: 3 clusters Score -1975975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -1975972.125000 Penalty: 5008.069336
	Iteration 165Q: 3 clusters Score -1975972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -1975976.750000 Penalty: 5008.069336
	Iteration 166Q: 3 clusters Score -1975977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -1975980.125000 Penalty: 5008.069336
	Iteration 167Q: 3 clusters Score -1975980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -1975980.375000 Penalty: 5008.069336
	Iteration 168Q: 3 clusters Score -1975980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -1975984.375000 Penalty: 5008.069336
	Iteration 169Q: 3 clusters Score -1975984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1975984.625000 Penalty: 5008.069336
	Iteration 170Q: 3 clusters Score -1975985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -1975984.000000 Penalty: 5008.069336
	Iteration 171Q: 3 clusters Score -1975984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1975985.750000 Penalty: 5008.069336
	Iteration 172Q: 3 clusters Score -1975986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -1975985.750000 Penalty: 5008.069336
	Iteration 173F: 3 clusters Score -1975986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -235597.250000 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -235597.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -232438.203125 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -232438.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -233072.343750 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -233072.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -233266.328125 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -233266.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -233397.656250 Penalty: 3937.468994
	Iteration 3F: 3 clusters Score -233397.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -233503.906250 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -233503.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -233590.609375 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -233590.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -233675.937500 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -233675.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -233746.750000 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -233746.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -233813.765625 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -233813.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -233867.968750 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -233868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -233907.796875 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -233907.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -233948.046875 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -233948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -233977.625000 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -233977.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -233995.640625 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -233995.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -234012.484375 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -234012.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -234025.765625 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -234025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -234041.015625 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -234041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -234051.859375 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -234051.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -234060.437500 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -234060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -234066.218750 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -234066.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -234074.312500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -234074.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -234082.921875 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -234082.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -234088.234375 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -234088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -234090.921875 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -234090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -234093.062500 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -234093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -234093.953125 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -234094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -234094.296875 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -234094.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -234094.296875 Penalty: 3937.468994
	Iteration 27F: 3 clusters Score -234094.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Entering Unmasked Estep 
Score: -611483.125000 Penalty: 2236.305908
	Iteration 0F: 2 clusters Score -611483.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -604956.062500 Penalty: 4472.611816
	Iteration 0F: 3 clusters Score -604956.1 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -606969.500000 Penalty: 4472.611816
	Iteration 1F: 3 clusters Score -606969.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -607491.062500 Penalty: 4472.611816
	Iteration 2F: 3 clusters Score -607491.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -607960.437500 Penalty: 4472.611816
	Iteration 3F: 3 clusters Score -607960.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -608349.437500 Penalty: 4472.611816
	Iteration 4F: 3 clusters Score -608349.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -608669.875000 Penalty: 4472.611816
	Iteration 5F: 3 clusters Score -608669.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -608952.562500 Penalty: 4472.611816
	Iteration 6Q: 3 clusters Score -608952.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -609269.062500 Penalty: 4472.611816
	Iteration 7Q: 3 clusters Score -609269.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -609572.750000 Penalty: 4472.611816
	Iteration 8Q: 3 clusters Score -609572.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -609851.750000 Penalty: 4472.611816
	Iteration 9Q: 3 clusters Score -609851.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -610101.000000 Penalty: 4472.611816
	Iteration 10Q: 3 clusters Score -610101 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -610287.750000 Penalty: 4472.611816
	Iteration 11Q: 3 clusters Score -610287.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -610409.375000 Penalty: 4472.611816
	Iteration 12Q: 3 clusters Score -610409.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -610479.062500 Penalty: 4472.611816
	Iteration 13Q: 3 clusters Score -610479.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -610531.437500 Penalty: 4472.611816
	Iteration 14Q: 3 clusters Score -610531.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -610565.937500 Penalty: 4472.611816
	Iteration 15Q: 3 clusters Score -610565.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -610595.375000 Penalty: 4472.611816
	Iteration 16Q: 3 clusters Score -610595.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -610615.812500 Penalty: 4472.611816
	Iteration 17Q: 3 clusters Score -610615.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -610625.312500 Penalty: 4472.611816
	Iteration 18Q: 3 clusters Score -610625.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -610632.500000 Penalty: 4472.611816
	Iteration 19Q: 3 clusters Score -610632.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -610638.062500 Penalty: 4472.611816
	Iteration 20F: 3 clusters Score -610638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -610639.750000 Penalty: 4472.611816
	Iteration 21Q: 3 clusters Score -610639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -610641.062500 Penalty: 4472.611816
	Iteration 22Q: 3 clusters Score -610641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -610641.625000 Penalty: 4472.611816
	Iteration 23Q: 3 clusters Score -610641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -610643.750000 Penalty: 4472.611816
	Iteration 24Q: 3 clusters Score -610643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -610645.875000 Penalty: 4472.611816
	Iteration 25Q: 3 clusters Score -610645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -610647.687500 Penalty: 4472.611816
	Iteration 26Q: 3 clusters Score -610647.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -610647.375000 Penalty: 4472.611816
	Iteration 27Q: 3 clusters Score -610647.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -610650.125000 Penalty: 4472.611816
	Iteration 28Q: 3 clusters Score -610650.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -610650.250000 Penalty: 4472.611816
	Iteration 29Q: 3 clusters Score -610650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -610649.500000 Penalty: 4472.611816
	Iteration 30Q: 3 clusters Score -610649.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -610650.062500 Penalty: 4472.611816
	Iteration 31Q: 3 clusters Score -610650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -610651.750000 Penalty: 4472.611816
	Iteration 32Q: 3 clusters Score -610651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -610653.437500 Penalty: 4472.611816
	Iteration 33Q: 3 clusters Score -610653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -610653.437500 Penalty: 4472.611816
	Iteration 34F: 3 clusters Score -610653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (34457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Entering Unmasked Estep 
Score: -3016977.250000 Penalty: 2590.971924
	Iteration 0F: 2 clusters Score -3016977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2993396.000000 Penalty: 5181.943848
	Iteration 0F: 3 clusters Score -2993396 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -3002100.000000 Penalty: 5181.943848
	Iteration 1F: 3 clusters Score -3002100 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3002554.750000 Penalty: 5181.943848
	Iteration 2Q: 3 clusters Score -3002555 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3003032.000000 Penalty: 5181.943848
	Iteration 3Q: 3 clusters Score -3003032 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3003534.500000 Penalty: 5181.943848
	Iteration 4Q: 3 clusters Score -3003534 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3004106.500000 Penalty: 5181.943848
	Iteration 5Q: 3 clusters Score -3004106 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3004817.250000 Penalty: 5181.943848
	Iteration 6Q: 3 clusters Score -3004817 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3005707.000000 Penalty: 5181.943848
	Iteration 7Q: 3 clusters Score -3005707 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3006731.000000 Penalty: 5181.943848
	Iteration 8F: 3 clusters Score -3006731 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3007874.750000 Penalty: 5181.943848
	Iteration 9F: 3 clusters Score -3007875 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3009102.500000 Penalty: 5181.943848
	Iteration 10F: 3 clusters Score -3009102 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3010312.750000 Penalty: 5181.943848
	Iteration 11F: 3 clusters Score -3010313 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3011404.500000 Penalty: 5181.943848
	Iteration 12Q: 3 clusters Score -3011404 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3012328.500000 Penalty: 5181.943848
	Iteration 13Q: 3 clusters Score -3012328 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3013138.000000 Penalty: 5181.943848
	Iteration 14Q: 3 clusters Score -3013138 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3013954.000000 Penalty: 5181.943848
	Iteration 15Q: 3 clusters Score -3013954 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3014958.750000 Penalty: 5181.943848
	Iteration 16Q: 3 clusters Score -3014959 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -3016181.000000 Penalty: 5181.943848
	Iteration 17Q: 3 clusters Score -3016181 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3017199.500000 Penalty: 5181.943848
	Iteration 18Q: 3 clusters Score -3017200 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3017878.000000 Penalty: 5181.943848
	Iteration 19Q: 3 clusters Score -3017878 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3018225.500000 Penalty: 5181.943848
	Iteration 20F: 3 clusters Score -3018226 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3018384.500000 Penalty: 5181.943848
	Iteration 21Q: 3 clusters Score -3018384 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3018461.750000 Penalty: 5181.943848
	Iteration 22Q: 3 clusters Score -3018462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3018493.500000 Penalty: 5181.943848
	Iteration 23Q: 3 clusters Score -3018494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3018494.000000 Penalty: 5181.943848
	Iteration 24Q: 3 clusters Score -3018494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3018510.500000 Penalty: 5181.943848
	Iteration 25Q: 3 clusters Score -3018510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3018516.750000 Penalty: 5181.943848
	Iteration 26Q: 3 clusters Score -3018517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3018512.000000 Penalty: 5181.943848
	Iteration 27Q: 3 clusters Score -3018512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3018509.750000 Penalty: 5181.943848
	Iteration 28Q: 3 clusters Score -3018510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3018510.750000 Penalty: 5181.943848
	Iteration 29Q: 3 clusters Score -3018511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3018510.750000 Penalty: 5181.943848
	Iteration 30Q: 3 clusters Score -3018511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3018510.250000 Penalty: 5181.943848
	Iteration 31Q: 3 clusters Score -3018510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3018512.500000 Penalty: 5181.943848
	Iteration 32Q: 3 clusters Score -3018512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3018509.750000 Penalty: 5181.943848
	Iteration 33Q: 3 clusters Score -3018510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3018509.750000 Penalty: 5181.943848
	Iteration 34F: 3 clusters Score -3018510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18810 members 
Mstep: Class 3 contains 18015 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 17249 members 
Mstep: Class 6 contains 418103 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 327737 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 101788 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 24268 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 80995 members 
Mstep: Class 31 contains 27266 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 6454 members 
Mstep: Class 34 contains 3206 members 
Mstep: Class 35 contains 14652 members 
Entering Unmasked Estep 
Score: -112992752.000000 Penalty: 122398.859375
Splitting cluster 27 changes total score from -112992128.000000 to -112992752.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -100504.000000 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -100504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98414.421875 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -98414.42 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98709.804688 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -98709.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98786.289062 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -98786.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -98829.203125 Penalty: 3517.916504
	Iteration 3Q: 3 clusters Score -98829.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98853.875000 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -98853.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98874.242188 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -98874.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98884.796875 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -98884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98892.929688 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -98892.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98896.601562 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -98896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98897.609375 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -98897.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98897.609375 Penalty: 3517.916504
	Iteration 10F: 3 clusters Score -98897.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Entering Unmasked Estep 
Score: -339062.125000 Penalty: 2060.799805
	Iteration 0F: 2 clusters Score -339062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -335138.687500 Penalty: 4121.599609
	Iteration 0F: 3 clusters Score -335138.7 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -336083.750000 Penalty: 4121.599609
	Iteration 1F: 3 clusters Score -336083.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -336314.218750 Penalty: 4121.599609
	Iteration 2F: 3 clusters Score -336314.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -336481.312500 Penalty: 4121.599609
	Iteration 3F: 3 clusters Score -336481.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -336651.625000 Penalty: 4121.599609
	Iteration 4Q: 3 clusters Score -336651.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -336806.187500 Penalty: 4121.599609
	Iteration 5Q: 3 clusters Score -336806.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -336969.750000 Penalty: 4121.599609
	Iteration 6Q: 3 clusters Score -336969.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -337154.906250 Penalty: 4121.599609
	Iteration 7Q: 3 clusters Score -337154.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -337328.218750 Penalty: 4121.599609
	Iteration 8Q: 3 clusters Score -337328.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337518.187500 Penalty: 4121.599609
	Iteration 9Q: 3 clusters Score -337518.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -337646.906250 Penalty: 4121.599609
	Iteration 10Q: 3 clusters Score -337646.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -337735.406250 Penalty: 4121.599609
	Iteration 11Q: 3 clusters Score -337735.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -337774.500000 Penalty: 4121.599609
	Iteration 12Q: 3 clusters Score -337774.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -337798.625000 Penalty: 4121.599609
	Iteration 13Q: 3 clusters Score -337798.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -337810.437500 Penalty: 4121.599609
	Iteration 14Q: 3 clusters Score -337810.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -337817.343750 Penalty: 4121.599609
	Iteration 15Q: 3 clusters Score -337817.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -337827.156250 Penalty: 4121.599609
	Iteration 16Q: 3 clusters Score -337827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -337832.093750 Penalty: 4121.599609
	Iteration 17Q: 3 clusters Score -337832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -337835.812500 Penalty: 4121.599609
	Iteration 18Q: 3 clusters Score -337835.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -337840.218750 Penalty: 4121.599609
	Iteration 19Q: 3 clusters Score -337840.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -337842.281250 Penalty: 4121.599609
	Iteration 20F: 3 clusters Score -337842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -337843.781250 Penalty: 4121.599609
	Iteration 21Q: 3 clusters Score -337843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -337843.875000 Penalty: 4121.599609
	Iteration 22Q: 3 clusters Score -337843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -337844.312500 Penalty: 4121.599609
	Iteration 23Q: 3 clusters Score -337844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337844.375000 Penalty: 4121.599609
	Iteration 24Q: 3 clusters Score -337844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337844.718750 Penalty: 4121.599609
	Iteration 25Q: 3 clusters Score -337844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -337845.593750 Penalty: 4121.599609
	Iteration 26Q: 3 clusters Score -337845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337845.562500 Penalty: 4121.599609
	Iteration 27Q: 3 clusters Score -337845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337846.750000 Penalty: 4121.599609
	Iteration 28Q: 3 clusters Score -337846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337846.750000 Penalty: 4121.599609
	Iteration 29F: 3 clusters Score -337846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Entering Unmasked Estep 
Score: -7135819.000000 Penalty: 2802.931396
	Iteration 0F: 2 clusters Score -7135819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7081682.500000 Penalty: 5605.862793
	Iteration 0F: 3 clusters Score -7081682 nChanged 37985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7103299.500000 Penalty: 5605.862793
	Iteration 1F: 3 clusters Score -7103300 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7104024.000000 Penalty: 5605.862793
	Iteration 2Q: 3 clusters Score -7104024 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7104975.500000 Penalty: 5605.862793
	Iteration 3Q: 3 clusters Score -7104976 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -7106260.000000 Penalty: 5605.862793
	Iteration 4Q: 3 clusters Score -7106260 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -7108176.000000 Penalty: 5605.862793
	Iteration 5Q: 3 clusters Score -7108176 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -7110365.000000 Penalty: 5605.862793
	Iteration 6Q: 3 clusters Score -7110365 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -7112791.000000 Penalty: 5605.862793
	Iteration 7Q: 3 clusters Score -7112791 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -7115281.500000 Penalty: 5605.862793
	Iteration 8F: 3 clusters Score -7115282 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -7117515.000000 Penalty: 5605.862793
	Iteration 9Q: 3 clusters Score -7117515 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -7119532.000000 Penalty: 5605.862793
	Iteration 10Q: 3 clusters Score -7119532 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -7121085.000000 Penalty: 5605.862793
	Iteration 11Q: 3 clusters Score -7121085 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7122098.000000 Penalty: 5605.862793
	Iteration 12Q: 3 clusters Score -7122098 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -7122811.000000 Penalty: 5605.862793
	Iteration 13Q: 3 clusters Score -7122811 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -7123400.500000 Penalty: 5605.862793
	Iteration 14Q: 3 clusters Score -7123400 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -7123848.500000 Penalty: 5605.862793
	Iteration 15Q: 3 clusters Score -7123848 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -7124265.000000 Penalty: 5605.862793
	Iteration 16Q: 3 clusters Score -7124265 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -7124600.500000 Penalty: 5605.862793
	Iteration 17Q: 3 clusters Score -7124600 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -7124969.500000 Penalty: 5605.862793
	Iteration 18Q: 3 clusters Score -7124970 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -7125351.000000 Penalty: 5605.862793
	Iteration 19Q: 3 clusters Score -7125351 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -7125719.000000 Penalty: 5605.862793
	Iteration 20F: 3 clusters Score -7125719 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -7126107.000000 Penalty: 5605.862793
	Iteration 21Q: 3 clusters Score -7126107 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -7126459.500000 Penalty: 5605.862793
	Iteration 22Q: 3 clusters Score -7126460 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -7126742.000000 Penalty: 5605.862793
	Iteration 23Q: 3 clusters Score -7126742 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65158 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -7127051.500000 Penalty: 5605.862793
	Iteration 24Q: 3 clusters Score -7127052 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -7127429.500000 Penalty: 5605.862793
	Iteration 25Q: 3 clusters Score -7127430 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -7127768.000000 Penalty: 5605.862793
	Iteration 26Q: 3 clusters Score -7127768 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -7128131.000000 Penalty: 5605.862793
	Iteration 27Q: 3 clusters Score -7128131 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -7128516.500000 Penalty: 5605.862793
	Iteration 28Q: 3 clusters Score -7128516 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -7128932.000000 Penalty: 5605.862793
	Iteration 29Q: 3 clusters Score -7128932 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -7129240.500000 Penalty: 5605.862793
	Iteration 30Q: 3 clusters Score -7129240 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -7129545.500000 Penalty: 5605.862793
	Iteration 31Q: 3 clusters Score -7129546 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -7129927.500000 Penalty: 5605.862793
	Iteration 32Q: 3 clusters Score -7129928 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -7130295.000000 Penalty: 5605.862793
	Iteration 33Q: 3 clusters Score -7130295 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -7130600.000000 Penalty: 5605.862793
	Iteration 34Q: 3 clusters Score -7130600 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -7130898.000000 Penalty: 5605.862793
	Iteration 35Q: 3 clusters Score -7130898 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -7131186.000000 Penalty: 5605.862793
	Iteration 36Q: 3 clusters Score -7131186 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -7131547.500000 Penalty: 5605.862793
	Iteration 37Q: 3 clusters Score -7131548 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7131893.500000 Penalty: 5605.862793
	Iteration 38Q: 3 clusters Score -7131894 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -7132203.500000 Penalty: 5605.862793
	Iteration 39Q: 3 clusters Score -7132204 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -7132506.500000 Penalty: 5605.862793
	Iteration 40F: 3 clusters Score -7132506 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7132741.500000 Penalty: 5605.862793
	Iteration 41Q: 3 clusters Score -7132742 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7132913.000000 Penalty: 5605.862793
	Iteration 42Q: 3 clusters Score -7132913 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7133060.000000 Penalty: 5605.862793
	Iteration 43Q: 3 clusters Score -7133060 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7133149.500000 Penalty: 5605.862793
	Iteration 44Q: 3 clusters Score -7133150 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7133232.500000 Penalty: 5605.862793
	Iteration 45Q: 3 clusters Score -7133232 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7133322.000000 Penalty: 5605.862793
	Iteration 46Q: 3 clusters Score -7133322 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7133387.500000 Penalty: 5605.862793
	Iteration 47Q: 3 clusters Score -7133388 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7133425.500000 Penalty: 5605.862793
	Iteration 48Q: 3 clusters Score -7133426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7133459.000000 Penalty: 5605.862793
	Iteration 49Q: 3 clusters Score -7133459 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -7133493.000000 Penalty: 5605.862793
	Iteration 50Q: 3 clusters Score -7133493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7133508.000000 Penalty: 5605.862793
	Iteration 51Q: 3 clusters Score -7133508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7133546.500000 Penalty: 5605.862793
	Iteration 52Q: 3 clusters Score -7133546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7133575.500000 Penalty: 5605.862793
	Iteration 53Q: 3 clusters Score -7133576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7133609.000000 Penalty: 5605.862793
	Iteration 54Q: 3 clusters Score -7133609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7133607.000000 Penalty: 5605.862793
	Iteration 55Q: 3 clusters Score -7133607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7133628.000000 Penalty: 5605.862793
	Iteration 56Q: 3 clusters Score -7133628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7133654.500000 Penalty: 5605.862793
	Iteration 57Q: 3 clusters Score -7133654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7133673.000000 Penalty: 5605.862793
	Iteration 58Q: 3 clusters Score -7133673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7133710.500000 Penalty: 5605.862793
	Iteration 59Q: 3 clusters Score -7133710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7133713.500000 Penalty: 5605.862793
	Iteration 60F: 3 clusters Score -7133714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7133725.000000 Penalty: 5605.862793
	Iteration 61Q: 3 clusters Score -7133725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7133723.000000 Penalty: 5605.862793
	Iteration 62Q: 3 clusters Score -7133723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7133737.000000 Penalty: 5605.862793
	Iteration 63Q: 3 clusters Score -7133737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7133747.000000 Penalty: 5605.862793
	Iteration 64Q: 3 clusters Score -7133747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7133745.000000 Penalty: 5605.862793
	Iteration 65Q: 3 clusters Score -7133745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7133749.500000 Penalty: 5605.862793
	Iteration 66Q: 3 clusters Score -7133750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7133763.500000 Penalty: 5605.862793
	Iteration 67Q: 3 clusters Score -7133764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7133764.500000 Penalty: 5605.862793
	Iteration 68Q: 3 clusters Score -7133764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7133771.000000 Penalty: 5605.862793
	Iteration 69Q: 3 clusters Score -7133771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7133786.500000 Penalty: 5605.862793
	Iteration 70Q: 3 clusters Score -7133786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7133781.000000 Penalty: 5605.862793
	Iteration 71Q: 3 clusters Score -7133781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7133784.500000 Penalty: 5605.862793
	Iteration 72Q: 3 clusters Score -7133784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7133788.000000 Penalty: 5605.862793
	Iteration 73Q: 3 clusters Score -7133788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7133785.000000 Penalty: 5605.862793
	Iteration 74Q: 3 clusters Score -7133785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7133788.000000 Penalty: 5605.862793
	Iteration 75Q: 3 clusters Score -7133788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7133790.000000 Penalty: 5605.862793
	Iteration 76Q: 3 clusters Score -7133790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7133789.000000 Penalty: 5605.862793
	Iteration 77Q: 3 clusters Score -7133789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7133784.500000 Penalty: 5605.862793
	Iteration 78Q: 3 clusters Score -7133784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7133783.000000 Penalty: 5605.862793
	Iteration 79Q: 3 clusters Score -7133783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7133785.000000 Penalty: 5605.862793
	Iteration 80F: 3 clusters Score -7133785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7133787.500000 Penalty: 5605.862793
	Iteration 81Q: 3 clusters Score -7133788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7133799.000000 Penalty: 5605.862793
	Iteration 82Q: 3 clusters Score -7133799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7133800.500000 Penalty: 5605.862793
	Iteration 83Q: 3 clusters Score -7133800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7133800.500000 Penalty: 5605.862793
	Iteration 84F: 3 clusters Score -7133800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Entering Unmasked Estep 
Score: -2354539.250000 Penalty: 2532.922119
	Iteration 0F: 2 clusters Score -2354539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2335623.750000 Penalty: 5065.844238
	Iteration 0F: 3 clusters Score -2335624 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2342464.250000 Penalty: 5065.844238
	Iteration 1F: 3 clusters Score -2342464 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2343085.000000 Penalty: 5065.844238
	Iteration 2F: 3 clusters Score -2343085 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2343697.250000 Penalty: 5065.844238
	Iteration 3F: 3 clusters Score -2343697 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2344473.000000 Penalty: 5065.844238
	Iteration 4F: 3 clusters Score -2344473 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2345457.000000 Penalty: 5065.844238
	Iteration 5F: 3 clusters Score -2345457 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2346648.500000 Penalty: 5065.844238
	Iteration 6F: 3 clusters Score -2346648 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2347927.750000 Penalty: 5065.844238
	Iteration 7F: 3 clusters Score -2347928 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2349050.000000 Penalty: 5065.844238
	Iteration 8F: 3 clusters Score -2349050 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2349862.500000 Penalty: 5065.844238
	Iteration 9Q: 3 clusters Score -2349862 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2350379.000000 Penalty: 5065.844238
	Iteration 10Q: 3 clusters Score -2350379 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2350677.250000 Penalty: 5065.844238
	Iteration 11Q: 3 clusters Score -2350677 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2350848.000000 Penalty: 5065.844238
	Iteration 12Q: 3 clusters Score -2350848 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2350968.000000 Penalty: 5065.844238
	Iteration 13Q: 3 clusters Score -2350968 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2351036.000000 Penalty: 5065.844238
	Iteration 14Q: 3 clusters Score -2351036 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2351063.750000 Penalty: 5065.844238
	Iteration 15Q: 3 clusters Score -2351064 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2351096.500000 Penalty: 5065.844238
	Iteration 16Q: 3 clusters Score -2351096 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2351126.500000 Penalty: 5065.844238
	Iteration 17Q: 3 clusters Score -2351126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2351154.250000 Penalty: 5065.844238
	Iteration 18Q: 3 clusters Score -2351154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2351162.500000 Penalty: 5065.844238
	Iteration 19Q: 3 clusters Score -2351162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2351181.500000 Penalty: 5065.844238
	Iteration 20F: 3 clusters Score -2351182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2351195.250000 Penalty: 5065.844238
	Iteration 21Q: 3 clusters Score -2351195 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2351209.000000 Penalty: 5065.844238
	Iteration 22Q: 3 clusters Score -2351209 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2351220.500000 Penalty: 5065.844238
	Iteration 23Q: 3 clusters Score -2351220 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2351220.250000 Penalty: 5065.844238
	Iteration 24Q: 3 clusters Score -2351220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2351238.000000 Penalty: 5065.844238
	Iteration 25Q: 3 clusters Score -2351238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2351236.250000 Penalty: 5065.844238
	Iteration 26Q: 3 clusters Score -2351236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2351234.500000 Penalty: 5065.844238
	Iteration 27Q: 3 clusters Score -2351234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2351243.000000 Penalty: 5065.844238
	Iteration 28Q: 3 clusters Score -2351243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2351258.000000 Penalty: 5065.844238
	Iteration 29Q: 3 clusters Score -2351258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2351261.750000 Penalty: 5065.844238
	Iteration 30Q: 3 clusters Score -2351262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2351269.500000 Penalty: 5065.844238
	Iteration 31Q: 3 clusters Score -2351270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2351277.500000 Penalty: 5065.844238
	Iteration 32Q: 3 clusters Score -2351278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2351280.500000 Penalty: 5065.844238
	Iteration 33Q: 3 clusters Score -2351280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2351290.000000 Penalty: 5065.844238
	Iteration 34Q: 3 clusters Score -2351290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2351305.250000 Penalty: 5065.844238
	Iteration 35Q: 3 clusters Score -2351305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2351312.000000 Penalty: 5065.844238
	Iteration 36Q: 3 clusters Score -2351312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2351317.500000 Penalty: 5065.844238
	Iteration 37Q: 3 clusters Score -2351318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2351322.500000 Penalty: 5065.844238
	Iteration 38Q: 3 clusters Score -2351322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2351334.750000 Penalty: 5065.844238
	Iteration 39Q: 3 clusters Score -2351335 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2351334.750000 Penalty: 5065.844238
	Iteration 40F: 3 clusters Score -2351335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2351334.750000 Penalty: 5065.844238
	Iteration 41Q: 3 clusters Score -2351335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2351332.000000 Penalty: 5065.844238
	Iteration 42Q: 3 clusters Score -2351332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2351336.000000 Penalty: 5065.844238
	Iteration 43Q: 3 clusters Score -2351336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2351337.250000 Penalty: 5065.844238
	Iteration 44Q: 3 clusters Score -2351337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2351342.750000 Penalty: 5065.844238
	Iteration 45Q: 3 clusters Score -2351343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2351346.000000 Penalty: 5065.844238
	Iteration 46Q: 3 clusters Score -2351346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2351354.000000 Penalty: 5065.844238
	Iteration 47Q: 3 clusters Score -2351354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2351356.500000 Penalty: 5065.844238
	Iteration 48Q: 3 clusters Score -2351356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2351370.000000 Penalty: 5065.844238
	Iteration 49Q: 3 clusters Score -2351370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2351370 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2351375 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2351374 nChanged 41
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Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2351372 nChanged 38
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Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2351374 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2351376 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2351382 nChanged 51
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Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2351389 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2351402 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2351403 nChanged 61
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Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2351404 nChanged 55
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Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2351415 nChanged 50
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Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2351419 nChanged 56
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Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2351430 nChanged 51
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Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2351448 nChanged 67
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Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2351459 nChanged 61
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Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2351459 nChanged 67
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Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2351473 nChanged 69
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Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2351473 nChanged 94
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Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2351488 nChanged 99
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Mstep: Class 1 contains 8024 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2351500 nChanged 108
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Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2351533 nChanged 121
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Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2351544 nChanged 148
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Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2351589 nChanged 172
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Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2351630 nChanged 183
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Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2351690 nChanged 205
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Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2351859 nChanged 235
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Mstep: Class 1 contains 6715 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2351945 nChanged 257
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Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 20999 members 
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Mstep: Class 1 contains 6060 members 
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Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 21612 members 
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Mstep: Class 1 contains 5450 members 
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Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 22029 members 
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Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 22228 members 
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	Iteration 86Q: 3 clusters Score -2352663 nChanged 226
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Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 22418 members 
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Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 22584 members 
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Mstep: Class 1 contains 4512 members 
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	Iteration 89Q: 3 clusters Score -2352947 nChanged 207
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Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 22913 members 
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Mstep: Class 1 contains 4228 members 
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	Iteration 91Q: 3 clusters Score -2353134 nChanged 175
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Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 23171 members 
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	Iteration 92Q: 3 clusters Score -2353218 nChanged 162
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Mstep: Class 1 contains 3975 members 
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	Iteration 93Q: 3 clusters Score -2353303 nChanged 132
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Mstep: Class 1 contains 3875 members 
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	Iteration 94Q: 3 clusters Score -2353381 nChanged 122
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	Iteration 95Q: 3 clusters Score -2353453 nChanged 121
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Mstep: Class 1 contains 3716 members 
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Mstep: Class 1 contains 3667 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2353545 nChanged 96
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Mstep: Class 1 contains 3623 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2353570 nChanged 75
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Mstep: Class 1 contains 3590 members 
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	Iteration 99Q: 3 clusters Score -2353593 nChanged 57
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Mstep: Class 1 contains 3551 members 
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	Iteration 100F: 3 clusters Score -2353602 nChanged 54
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2353621 nChanged 46
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	Iteration 102Q: 3 clusters Score -2353627 nChanged 46
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Mstep: Class 1 contains 3461 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2353632 nChanged 32
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Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2353645 nChanged 34
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Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2353651 nChanged 32
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Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 23861 members 
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	Iteration 106Q: 3 clusters Score -2353652 nChanged 30
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Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2353656 nChanged 30
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Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2353670 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2353668 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3338 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2353680 nChanged 25
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Mstep: Class 1 contains 3331 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2353679 nChanged 12
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Mstep: Class 1 contains 3329 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2353692 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3316 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2353694 nChanged 20
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Mstep: Class 1 contains 3300 members 
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	Iteration 114Q: 3 clusters Score -2353690 nChanged 21
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Mstep: Class 1 contains 3283 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2353696 nChanged 16
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Mstep: Class 1 contains 3277 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2353702 nChanged 8
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Mstep: Class 1 contains 3273 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2353706 nChanged 6
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2353710 nChanged 2
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2353708 nChanged 2
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Mstep: Class 1 contains 3269 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2353709 nChanged 2
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	Iteration 121Q: 3 clusters Score -2353704 nChanged 2
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	Iteration 122Q: 3 clusters Score -2353708 nChanged 2
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2353706 nChanged 1
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	Iteration 124Q: 3 clusters Score -2353702 nChanged 3
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	Iteration 125Q: 3 clusters Score -2353702 nChanged 5
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	Iteration 126Q: 3 clusters Score -2353701 nChanged 4
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	Iteration 127Q: 3 clusters Score -2353698 nChanged 1
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	Iteration 128Q: 3 clusters Score -2353702 nChanged 2
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	Iteration 129Q: 3 clusters Score -2353703 nChanged 1
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	Iteration 130Q: 3 clusters Score -2353705 nChanged 1
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	Iteration 131Q: 3 clusters Score -2353704 nChanged 3
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	Iteration 132Q: 3 clusters Score -2353703 nChanged 7
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	Iteration 133Q: 3 clusters Score -2353702 nChanged 6
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	Iteration 134Q: 3 clusters Score -2353702 nChanged 2
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	Iteration 135Q: 3 clusters Score -2353699 nChanged 4
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	Iteration 136Q: 3 clusters Score -2353703 nChanged 7
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	Iteration 137Q: 3 clusters Score -2353705 nChanged 2
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	Iteration 138Q: 3 clusters Score -2353708 nChanged 3
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	Iteration 139Q: 3 clusters Score -2353706 nChanged 3
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2353707 nChanged 2
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Mstep: Class 1 contains 3264 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2353707 nChanged 2
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	Iteration 142Q: 3 clusters Score -2353705 nChanged 3
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Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2353709.750000 Penalty: 5065.844238
	Iteration 143Q: 3 clusters Score -2353710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2353708.750000 Penalty: 5065.844238
	Iteration 144Q: 3 clusters Score -2353709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2353708.500000 Penalty: 5065.844238
	Iteration 145Q: 3 clusters Score -2353708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2353711.250000 Penalty: 5065.844238
	Iteration 146Q: 3 clusters Score -2353711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2353710.750000 Penalty: 5065.844238
	Iteration 147Q: 3 clusters Score -2353711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -2353715.250000 Penalty: 5065.844238
	Iteration 148Q: 3 clusters Score -2353715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2353714.000000 Penalty: 5065.844238
	Iteration 149Q: 3 clusters Score -2353714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -2353718.000000 Penalty: 5065.844238
	Iteration 150Q: 3 clusters Score -2353718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2353719.750000 Penalty: 5065.844238
	Iteration 151Q: 3 clusters Score -2353720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2353720.750000 Penalty: 5065.844238
	Iteration 152Q: 3 clusters Score -2353721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -2353719.250000 Penalty: 5065.844238
	Iteration 153Q: 3 clusters Score -2353719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2353721.500000 Penalty: 5065.844238
	Iteration 154Q: 3 clusters Score -2353722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2353721.500000 Penalty: 5065.844238
	Iteration 155F: 3 clusters Score -2353722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Entering Unmasked Estep 
Score: -955599.500000 Penalty: 2307.056152
	Iteration 0F: 2 clusters Score -955599.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -947290.625000 Penalty: 4614.112305
	Iteration 0F: 3 clusters Score -947290.6 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -949763.750000 Penalty: 4614.112305
	Iteration 1F: 3 clusters Score -949763.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -950102.000000 Penalty: 4614.112305
	Iteration 2F: 3 clusters Score -950102 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -950362.812500 Penalty: 4614.112305
	Iteration 3F: 3 clusters Score -950362.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -950638.500000 Penalty: 4614.112305
	Iteration 4Q: 3 clusters Score -950638.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -950932.687500 Penalty: 4614.112305
	Iteration 5Q: 3 clusters Score -950932.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -951262.125000 Penalty: 4614.112305
	Iteration 6Q: 3 clusters Score -951262.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -951614.625000 Penalty: 4614.112305
	Iteration 7Q: 3 clusters Score -951614.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -951999.687500 Penalty: 4614.112305
	Iteration 8Q: 3 clusters Score -951999.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -952389.062500 Penalty: 4614.112305
	Iteration 9Q: 3 clusters Score -952389.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -952747.875000 Penalty: 4614.112305
	Iteration 10Q: 3 clusters Score -952747.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -953044.875000 Penalty: 4614.112305
	Iteration 11Q: 3 clusters Score -953044.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -953267.625000 Penalty: 4614.112305
	Iteration 12Q: 3 clusters Score -953267.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -953405.937500 Penalty: 4614.112305
	Iteration 13Q: 3 clusters Score -953405.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -953505.687500 Penalty: 4614.112305
	Iteration 14Q: 3 clusters Score -953505.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -953574.000000 Penalty: 4614.112305
	Iteration 15Q: 3 clusters Score -953574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -953618.000000 Penalty: 4614.112305
	Iteration 16Q: 3 clusters Score -953618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -953641.937500 Penalty: 4614.112305
	Iteration 17Q: 3 clusters Score -953641.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -953658.875000 Penalty: 4614.112305
	Iteration 18Q: 3 clusters Score -953658.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -953672.000000 Penalty: 4614.112305
	Iteration 19Q: 3 clusters Score -953672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -953681.437500 Penalty: 4614.112305
	Iteration 20F: 3 clusters Score -953681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -953686.125000 Penalty: 4614.112305
	Iteration 21Q: 3 clusters Score -953686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -953687.687500 Penalty: 4614.112305
	Iteration 22Q: 3 clusters Score -953687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -953691.312500 Penalty: 4614.112305
	Iteration 23Q: 3 clusters Score -953691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -953693.562500 Penalty: 4614.112305
	Iteration 24Q: 3 clusters Score -953693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -953698.562500 Penalty: 4614.112305
	Iteration 25Q: 3 clusters Score -953698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -953701.625000 Penalty: 4614.112305
	Iteration 26Q: 3 clusters Score -953701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -953703.937500 Penalty: 4614.112305
	Iteration 27Q: 3 clusters Score -953703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -953705.437500 Penalty: 4614.112305
	Iteration 28Q: 3 clusters Score -953705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -953707.375000 Penalty: 4614.112305
	Iteration 29Q: 3 clusters Score -953707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -953710.937500 Penalty: 4614.112305
	Iteration 30Q: 3 clusters Score -953710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -953710.937500 Penalty: 4614.112305
	Iteration 31F: 3 clusters Score -953710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Entering Unmasked Estep 
Score: -557523.687500 Penalty: 2175.568848
	Iteration 0F: 2 clusters Score -557523.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -552110.437500 Penalty: 4351.137695
	Iteration 0F: 3 clusters Score -552110.4 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -553534.062500 Penalty: 4351.137695
	Iteration 1F: 3 clusters Score -553534.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -553793.312500 Penalty: 4351.137695
	Iteration 2F: 3 clusters Score -553793.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -553949.562500 Penalty: 4351.137695
	Iteration 3Q: 3 clusters Score -553949.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -554073.062500 Penalty: 4351.137695
	Iteration 4Q: 3 clusters Score -554073.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -554207.500000 Penalty: 4351.137695
	Iteration 5Q: 3 clusters Score -554207.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -554335.000000 Penalty: 4351.137695
	Iteration 6Q: 3 clusters Score -554335 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -554442.437500 Penalty: 4351.137695
	Iteration 7Q: 3 clusters Score -554442.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -554558.562500 Penalty: 4351.137695
	Iteration 8Q: 3 clusters Score -554558.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -554665.500000 Penalty: 4351.137695
	Iteration 9Q: 3 clusters Score -554665.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -554822.312500 Penalty: 4351.137695
	Iteration 10Q: 3 clusters Score -554822.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -555015.312500 Penalty: 4351.137695
	Iteration 11Q: 3 clusters Score -555015.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -555219.937500 Penalty: 4351.137695
	Iteration 12Q: 3 clusters Score -555219.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -555472.375000 Penalty: 4351.137695
	Iteration 13Q: 3 clusters Score -555472.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -555697.875000 Penalty: 4351.137695
	Iteration 14Q: 3 clusters Score -555697.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -555851.562500 Penalty: 4351.137695
	Iteration 15Q: 3 clusters Score -555851.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -555928.250000 Penalty: 4351.137695
	Iteration 16Q: 3 clusters Score -555928.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -555996.312500 Penalty: 4351.137695
	Iteration 17Q: 3 clusters Score -555996.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -556046.687500 Penalty: 4351.137695
	Iteration 18Q: 3 clusters Score -556046.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -556107.625000 Penalty: 4351.137695
	Iteration 19Q: 3 clusters Score -556107.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -556168.750000 Penalty: 4351.137695
	Iteration 20F: 3 clusters Score -556168.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -556238.750000 Penalty: 4351.137695
	Iteration 21Q: 3 clusters Score -556238.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -556298.187500 Penalty: 4351.137695
	Iteration 22Q: 3 clusters Score -556298.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -556338.875000 Penalty: 4351.137695
	Iteration 23Q: 3 clusters Score -556338.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -556362.625000 Penalty: 4351.137695
	Iteration 24Q: 3 clusters Score -556362.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -556387.437500 Penalty: 4351.137695
	Iteration 25Q: 3 clusters Score -556387.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -556401.125000 Penalty: 4351.137695
	Iteration 26Q: 3 clusters Score -556401.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -556414.937500 Penalty: 4351.137695
	Iteration 27Q: 3 clusters Score -556414.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -556423.937500 Penalty: 4351.137695
	Iteration 28Q: 3 clusters Score -556423.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -556430.875000 Penalty: 4351.137695
	Iteration 29Q: 3 clusters Score -556430.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -556436.250000 Penalty: 4351.137695
	Iteration 30Q: 3 clusters Score -556436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -556437.562500 Penalty: 4351.137695
	Iteration 31Q: 3 clusters Score -556437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -556438.687500 Penalty: 4351.137695
	Iteration 32Q: 3 clusters Score -556438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -556439.937500 Penalty: 4351.137695
	Iteration 33Q: 3 clusters Score -556439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -556441.062500 Penalty: 4351.137695
	Iteration 34Q: 3 clusters Score -556441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -556443.062500 Penalty: 4351.137695
	Iteration 35Q: 3 clusters Score -556443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -556444.437500 Penalty: 4351.137695
	Iteration 36Q: 3 clusters Score -556444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -556444.125000 Penalty: 4351.137695
	Iteration 37Q: 3 clusters Score -556444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -556445.312500 Penalty: 4351.137695
	Iteration 38Q: 3 clusters Score -556445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -556445.625000 Penalty: 4351.137695
	Iteration 39Q: 3 clusters Score -556445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -556446.625000 Penalty: 4351.137695
	Iteration 40F: 3 clusters Score -556446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18810 members 
Mstep: Class 3 contains 18015 members 
Mstep: Class 4 contains 17511 members 
Mstep: Class 5 contains 17249 members 
Mstep: Class 6 contains 418103 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 75093 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 32046 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 5741 members 
Mstep: Class 17 contains 327737 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 8079 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 101788 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 24268 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 8245 members 
Mstep: Class 27 contains 19805 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4063 members 
Mstep: Class 30 contains 80995 members 
Mstep: Class 31 contains 27266 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994696.000000 Penalty: 122398.859375
Iteration 119Q: 36 clusters Score -1.129947e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 18685 members 
Mstep: Class 3 contains 18029 members 
Mstep: Class 4 contains 17207 members 
Mstep: Class 5 contains 17240 members 
Mstep: Class 6 contains 418164 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 75324 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 6598 members 
Mstep: Class 11 contains 31973 members 
Mstep: Class 12 contains 13143 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 4032 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 5765 members 
Mstep: Class 17 contains 327956 members 
Mstep: Class 18 contains 8415 members 
Mstep: Class 19 contains 12155 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 8362 members 
Mstep: Class 22 contains 101768 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 24626 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 8237 members 
Mstep: Class 27 contains 20410 members 
Mstep: Class 28 contains 1203 members 
Mstep: Class 29 contains 4065 members 
Mstep: Class 30 contains 80715 members 
Mstep: Class 31 contains 27249 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 6531 members 
Mstep: Class 34 contains 3157 members 
Mstep: Class 35 contains 13780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995888.000000 Penalty: 122398.859375
Iteration 120F: 36 clusters Score -1.129959e+08 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 18523 members 
Mstep: Class 3 contains 18028 members 
Mstep: Class 4 contains 16982 members 
Mstep: Class 5 contains 17150 members 
Mstep: Class 6 contains 418130 members 
Mstep: Class 7 contains 5485 members 
Mstep: Class 8 contains 74889 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 31879 members 
Mstep: Class 12 contains 13134 members 
Mstep: Class 13 contains 3059 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 327914 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 12227 members 
Mstep: Class 20 contains 8087 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 101761 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 24728 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 8226 members 
Mstep: Class 27 contains 20873 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 4081 members 
Mstep: Class 30 contains 80515 members 
Mstep: Class 31 contains 27219 members 
Mstep: Class 32 contains 10934 members 
Mstep: Class 33 contains 6637 members 
Mstep: Class 34 contains 3186 members 
Mstep: Class 35 contains 14277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996496.000000 Penalty: 122398.859375
Iteration 121Q: 36 clusters Score -1.129965e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 18345 members 
Mstep: Class 3 contains 18022 members 
Mstep: Class 4 contains 16805 members 
Mstep: Class 5 contains 17079 members 
Mstep: Class 6 contains 418122 members 
Mstep: Class 7 contains 5476 members 
Mstep: Class 8 contains 74561 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 31772 members 
Mstep: Class 12 contains 13124 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 327861 members 
Mstep: Class 18 contains 8370 members 
Mstep: Class 19 contains 12306 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 8327 members 
Mstep: Class 22 contains 101761 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 24855 members 
Mstep: Class 25 contains 2827 members 
Mstep: Class 26 contains 8217 members 
Mstep: Class 27 contains 21295 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 4103 members 
Mstep: Class 30 contains 80335 members 
Mstep: Class 31 contains 27180 members 
Mstep: Class 32 contains 10917 members 
Mstep: Class 33 contains 6746 members 
Mstep: Class 34 contains 3190 members 
Mstep: Class 35 contains 14634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996704.000000 Penalty: 122398.859375
Iteration 122Q: 36 clusters Score -1.129967e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 18199 members 
Mstep: Class 3 contains 18022 members 
Mstep: Class 4 contains 16651 members 
Mstep: Class 5 contains 17021 members 
Mstep: Class 6 contains 418130 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 74317 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 6614 members 
Mstep: Class 11 contains 31651 members 
Mstep: Class 12 contains 13118 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 327811 members 
Mstep: Class 18 contains 8371 members 
Mstep: Class 19 contains 12422 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 8312 members 
Mstep: Class 22 contains 101766 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 24947 members 
Mstep: Class 25 contains 2845 members 
Mstep: Class 26 contains 8200 members 
Mstep: Class 27 contains 21656 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 4110 members 
Mstep: Class 30 contains 80131 members 
Mstep: Class 31 contains 27152 members 
Mstep: Class 32 contains 10912 members 
Mstep: Class 33 contains 6858 members 
Mstep: Class 34 contains 3193 members 
Mstep: Class 35 contains 14919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996840.000000 Penalty: 122398.859375
Iteration 123Q: 36 clusters Score -1.129968e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 18061 members 
Mstep: Class 3 contains 18012 members 
Mstep: Class 4 contains 16516 members 
Mstep: Class 5 contains 16985 members 
Mstep: Class 6 contains 418132 members 
Mstep: Class 7 contains 5450 members 
Mstep: Class 8 contains 74100 members 
Mstep: Class 9 contains 9131 members 
Mstep: Class 10 contains 6612 members 
Mstep: Class 11 contains 31527 members 
Mstep: Class 12 contains 13108 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 4739 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 327773 members 
Mstep: Class 18 contains 8385 members 
Mstep: Class 19 contains 12545 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 101786 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25041 members 
Mstep: Class 25 contains 2858 members 
Mstep: Class 26 contains 8180 members 
Mstep: Class 27 contains 22000 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 4118 members 
Mstep: Class 30 contains 79880 members 
Mstep: Class 31 contains 27129 members 
Mstep: Class 32 contains 10908 members 
Mstep: Class 33 contains 6977 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 15173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997336.000000 Penalty: 122398.859375
Iteration 124Q: 36 clusters Score -1.129973e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 17926 members 
Mstep: Class 3 contains 18013 members 
Mstep: Class 4 contains 16400 members 
Mstep: Class 5 contains 16965 members 
Mstep: Class 6 contains 418133 members 
Mstep: Class 7 contains 5451 members 
Mstep: Class 8 contains 73926 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 31391 members 
Mstep: Class 12 contains 13101 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 4742 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 327732 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 12660 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 101806 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25122 members 
Mstep: Class 25 contains 2873 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 22319 members 
Mstep: Class 28 contains 1205 members 
Mstep: Class 29 contains 4121 members 
Mstep: Class 30 contains 79639 members 
Mstep: Class 31 contains 27110 members 
Mstep: Class 32 contains 10899 members 
Mstep: Class 33 contains 7100 members 
Mstep: Class 34 contains 3197 members 
Mstep: Class 35 contains 15370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997712.000000 Penalty: 122398.859375
Iteration 125Q: 36 clusters Score -1.129977e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 17806 members 
Mstep: Class 3 contains 18012 members 
Mstep: Class 4 contains 16290 members 
Mstep: Class 5 contains 16947 members 
Mstep: Class 6 contains 418131 members 
Mstep: Class 7 contains 5444 members 
Mstep: Class 8 contains 73783 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 6605 members 
Mstep: Class 11 contains 31252 members 
Mstep: Class 12 contains 13095 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 327679 members 
Mstep: Class 18 contains 8419 members 
Mstep: Class 19 contains 12787 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 8292 members 
Mstep: Class 22 contains 101835 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25198 members 
Mstep: Class 25 contains 2897 members 
Mstep: Class 26 contains 8137 members 
Mstep: Class 27 contains 22604 members 
Mstep: Class 28 contains 1205 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 79432 members 
Mstep: Class 31 contains 27075 members 
Mstep: Class 32 contains 10890 members 
Mstep: Class 33 contains 7236 members 
Mstep: Class 34 contains 3199 members 
Mstep: Class 35 contains 15530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998184.000000 Penalty: 122398.859375
Iteration 126Q: 36 clusters Score -1.129982e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 17702 members 
Mstep: Class 3 contains 18009 members 
Mstep: Class 4 contains 16189 members 
Mstep: Class 5 contains 16914 members 
Mstep: Class 6 contains 418138 members 
Mstep: Class 7 contains 5441 members 
Mstep: Class 8 contains 73657 members 
Mstep: Class 9 contains 9135 members 
Mstep: Class 10 contains 6600 members 
Mstep: Class 11 contains 31105 members 
Mstep: Class 12 contains 13089 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 327655 members 
Mstep: Class 18 contains 8447 members 
Mstep: Class 19 contains 12893 members 
Mstep: Class 20 contains 8129 members 
Mstep: Class 21 contains 8287 members 
Mstep: Class 22 contains 101851 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25259 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 8102 members 
Mstep: Class 27 contains 22857 members 
Mstep: Class 28 contains 1205 members 
Mstep: Class 29 contains 4129 members 
Mstep: Class 30 contains 79237 members 
Mstep: Class 31 contains 27045 members 
Mstep: Class 32 contains 10882 members 
Mstep: Class 33 contains 7363 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 15674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998448.000000 Penalty: 122398.859375
Iteration 127Q: 36 clusters Score -1.129984e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 17598 members 
Mstep: Class 3 contains 18004 members 
Mstep: Class 4 contains 16082 members 
Mstep: Class 5 contains 16897 members 
Mstep: Class 6 contains 418155 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 73549 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 30962 members 
Mstep: Class 12 contains 13085 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 5771 members 
Mstep: Class 17 contains 327625 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 13002 members 
Mstep: Class 20 contains 8143 members 
Mstep: Class 21 contains 8280 members 
Mstep: Class 22 contains 101863 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25303 members 
Mstep: Class 25 contains 2943 members 
Mstep: Class 26 contains 8094 members 
Mstep: Class 27 contains 23111 members 
Mstep: Class 28 contains 1205 members 
Mstep: Class 29 contains 4143 members 
Mstep: Class 30 contains 79055 members 
Mstep: Class 31 contains 27021 members 
Mstep: Class 32 contains 10876 members 
Mstep: Class 33 contains 7483 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 15797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998960.000000 Penalty: 122398.859375
Iteration 128Q: 36 clusters Score -1.12999e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 17514 members 
Mstep: Class 3 contains 18002 members 
Mstep: Class 4 contains 15986 members 
Mstep: Class 5 contains 16884 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5433 members 
Mstep: Class 8 contains 73468 members 
Mstep: Class 9 contains 9139 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 30826 members 
Mstep: Class 12 contains 13076 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 5773 members 
Mstep: Class 17 contains 327620 members 
Mstep: Class 18 contains 8514 members 
Mstep: Class 19 contains 13089 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 8282 members 
Mstep: Class 22 contains 101870 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25326 members 
Mstep: Class 25 contains 2961 members 
Mstep: Class 26 contains 8066 members 
Mstep: Class 27 contains 23335 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4153 members 
Mstep: Class 30 contains 78853 members 
Mstep: Class 31 contains 26999 members 
Mstep: Class 32 contains 10874 members 
Mstep: Class 33 contains 7607 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 15901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998704.000000 Penalty: 122398.859375
Iteration 129Q: 36 clusters Score -1.129987e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 17442 members 
Mstep: Class 3 contains 17997 members 
Mstep: Class 4 contains 15903 members 
Mstep: Class 5 contains 16887 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5425 members 
Mstep: Class 8 contains 73410 members 
Mstep: Class 9 contains 9142 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 11 contains 30689 members 
Mstep: Class 12 contains 13075 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 4787 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 327592 members 
Mstep: Class 18 contains 8560 members 
Mstep: Class 19 contains 13151 members 
Mstep: Class 20 contains 8161 members 
Mstep: Class 21 contains 8280 members 
Mstep: Class 22 contains 101879 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25368 members 
Mstep: Class 25 contains 2978 members 
Mstep: Class 26 contains 8040 members 
Mstep: Class 27 contains 23544 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4161 members 
Mstep: Class 30 contains 78655 members 
Mstep: Class 31 contains 26977 members 
Mstep: Class 32 contains 10863 members 
Mstep: Class 33 contains 7749 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 15976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998600.000000 Penalty: 122398.859375
Iteration 130Q: 36 clusters Score -1.129986e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 17386 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 15819 members 
Mstep: Class 5 contains 16894 members 
Mstep: Class 6 contains 418170 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 73363 members 
Mstep: Class 9 contains 9141 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 30558 members 
Mstep: Class 12 contains 13074 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 4794 members 
Mstep: Class 16 contains 5770 members 
Mstep: Class 17 contains 327601 members 
Mstep: Class 18 contains 8605 members 
Mstep: Class 19 contains 13200 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 8282 members 
Mstep: Class 22 contains 101900 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25402 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 8017 members 
Mstep: Class 27 contains 23729 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4167 members 
Mstep: Class 30 contains 78469 members 
Mstep: Class 31 contains 26951 members 
Mstep: Class 32 contains 10857 members 
Mstep: Class 33 contains 7879 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 16028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998936.000000 Penalty: 122398.859375
Iteration 131Q: 36 clusters Score -1.129989e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 17341 members 
Mstep: Class 3 contains 17987 members 
Mstep: Class 4 contains 15741 members 
Mstep: Class 5 contains 16892 members 
Mstep: Class 6 contains 418162 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 73329 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 30453 members 
Mstep: Class 12 contains 13070 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 5768 members 
Mstep: Class 17 contains 327605 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 13261 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 21 contains 8287 members 
Mstep: Class 22 contains 101910 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25438 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 7995 members 
Mstep: Class 27 contains 23891 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4178 members 
Mstep: Class 30 contains 78285 members 
Mstep: Class 31 contains 26927 members 
Mstep: Class 32 contains 10853 members 
Mstep: Class 33 contains 7991 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998744.000000 Penalty: 122398.859375
Iteration 132Q: 36 clusters Score -1.129987e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 17294 members 
Mstep: Class 3 contains 17979 members 
Mstep: Class 4 contains 15652 members 
Mstep: Class 5 contains 16891 members 
Mstep: Class 6 contains 418162 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 73302 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 6589 members 
Mstep: Class 11 contains 30348 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4400 members 
Mstep: Class 15 contains 4794 members 
Mstep: Class 16 contains 5774 members 
Mstep: Class 17 contains 327621 members 
Mstep: Class 18 contains 8687 members 
Mstep: Class 19 contains 13332 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 101917 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 25462 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 7972 members 
Mstep: Class 27 contains 24072 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4184 members 
Mstep: Class 30 contains 78078 members 
Mstep: Class 31 contains 26910 members 
Mstep: Class 32 contains 10851 members 
Mstep: Class 33 contains 8100 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 36 clusters Score -1.129992e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 17248 members 
Mstep: Class 3 contains 17968 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 16899 members 
Mstep: Class 6 contains 418172 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 73279 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 30239 members 
Mstep: Class 12 contains 13060 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 4801 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 327655 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 13377 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 8312 members 
Mstep: Class 22 contains 101950 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 25479 members 
Mstep: Class 25 contains 3061 members 
Mstep: Class 26 contains 7940 members 
Mstep: Class 27 contains 24239 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4195 members 
Mstep: Class 30 contains 77849 members 
Mstep: Class 31 contains 26901 members 
Mstep: Class 32 contains 10847 members 
Mstep: Class 33 contains 8208 members 
Mstep: Class 34 contains 3210 members 
Mstep: Class 35 contains 16141 members 
Entering Unmasked Estep 
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Iteration 134Q: 36 clusters Score -1.129994e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 17205 members 
Mstep: Class 3 contains 17956 members 
Mstep: Class 4 contains 15463 members 
Mstep: Class 5 contains 16901 members 
Mstep: Class 6 contains 418175 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 6593 members 
Mstep: Class 11 contains 30131 members 
Mstep: Class 12 contains 13054 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 5782 members 
Mstep: Class 17 contains 327695 members 
Mstep: Class 18 contains 8803 members 
Mstep: Class 19 contains 13427 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 8325 members 
Mstep: Class 22 contains 101962 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 25500 members 
Mstep: Class 25 contains 3087 members 
Mstep: Class 26 contains 7915 members 
Mstep: Class 27 contains 24394 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 4206 members 
Mstep: Class 30 contains 77624 members 
Mstep: Class 31 contains 26898 members 
Mstep: Class 32 contains 10842 members 
Mstep: Class 33 contains 8321 members 
Mstep: Class 34 contains 3210 members 
Mstep: Class 35 contains 16174 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 36 clusters Score -1.129998e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 17176 members 
Mstep: Class 3 contains 17946 members 
Mstep: Class 4 contains 15358 members 
Mstep: Class 5 contains 16895 members 
Mstep: Class 6 contains 418185 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 73254 members 
Mstep: Class 9 contains 9131 members 
Mstep: Class 10 contains 6591 members 
Mstep: Class 11 contains 30025 members 
Mstep: Class 12 contains 13049 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 327721 members 
Mstep: Class 18 contains 8877 members 
Mstep: Class 19 contains 13473 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 8341 members 
Mstep: Class 22 contains 102000 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 25533 members 
Mstep: Class 25 contains 3117 members 
Mstep: Class 26 contains 7891 members 
Mstep: Class 27 contains 24510 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4224 members 
Mstep: Class 30 contains 77401 members 
Mstep: Class 31 contains 26899 members 
Mstep: Class 32 contains 10841 members 
Mstep: Class 33 contains 8425 members 
Mstep: Class 34 contains 3210 members 
Mstep: Class 35 contains 16208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 36 clusters Score -1.130002e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 17153 members 
Mstep: Class 3 contains 17938 members 
Mstep: Class 4 contains 15268 members 
Mstep: Class 5 contains 16889 members 
Mstep: Class 6 contains 418181 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 8 contains 73243 members 
Mstep: Class 9 contains 9129 members 
Mstep: Class 10 contains 6586 members 
Mstep: Class 11 contains 29916 members 
Mstep: Class 12 contains 13038 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 327742 members 
Mstep: Class 18 contains 8961 members 
Mstep: Class 19 contains 13534 members 
Mstep: Class 20 contains 8224 members 
Mstep: Class 21 contains 8355 members 
Mstep: Class 22 contains 102037 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 25549 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 7866 members 
Mstep: Class 27 contains 24598 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 4241 members 
Mstep: Class 30 contains 77194 members 
Mstep: Class 31 contains 26895 members 
Mstep: Class 32 contains 10834 members 
Mstep: Class 33 contains 8524 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000224.000000 Penalty: 122398.859375
Iteration 137Q: 36 clusters Score -1.130002e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 17135 members 
Mstep: Class 3 contains 17931 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 16884 members 
Mstep: Class 6 contains 418180 members 
Mstep: Class 7 contains 5390 members 
Mstep: Class 8 contains 73224 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 29812 members 
Mstep: Class 12 contains 13030 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 5786 members 
Mstep: Class 17 contains 327768 members 
Mstep: Class 18 contains 9020 members 
Mstep: Class 19 contains 13570 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 102069 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 25570 members 
Mstep: Class 25 contains 3194 members 
Mstep: Class 26 contains 7849 members 
Mstep: Class 27 contains 24710 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 76982 members 
Mstep: Class 31 contains 26912 members 
Mstep: Class 32 contains 10832 members 
Mstep: Class 33 contains 8607 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000472.000000 Penalty: 122398.859375
Iteration 138Q: 36 clusters Score -1.130005e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 17102 members 
Mstep: Class 3 contains 17932 members 
Mstep: Class 4 contains 15060 members 
Mstep: Class 5 contains 16876 members 
Mstep: Class 6 contains 418173 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 73209 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 29720 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 4802 members 
Mstep: Class 16 contains 5787 members 
Mstep: Class 17 contains 327777 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 13605 members 
Mstep: Class 20 contains 8242 members 
Mstep: Class 21 contains 8406 members 
Mstep: Class 22 contains 102093 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 25597 members 
Mstep: Class 25 contains 3229 members 
Mstep: Class 26 contains 7840 members 
Mstep: Class 27 contains 24815 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4287 members 
Mstep: Class 30 contains 76780 members 
Mstep: Class 31 contains 26917 members 
Mstep: Class 32 contains 10828 members 
Mstep: Class 33 contains 8695 members 
Mstep: Class 34 contains 3210 members 
Mstep: Class 35 contains 16292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000584.000000 Penalty: 122398.859375
Iteration 139Q: 36 clusters Score -1.130006e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 17076 members 
Mstep: Class 3 contains 17926 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 16875 members 
Mstep: Class 6 contains 418172 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 8 contains 73192 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 6586 members 
Mstep: Class 11 contains 29635 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4438 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 327789 members 
Mstep: Class 18 contains 9178 members 
Mstep: Class 19 contains 13651 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 8431 members 
Mstep: Class 22 contains 102084 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 25618 members 
Mstep: Class 25 contains 3262 members 
Mstep: Class 26 contains 7817 members 
Mstep: Class 27 contains 24903 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4320 members 
Mstep: Class 30 contains 76613 members 
Mstep: Class 31 contains 26918 members 
Mstep: Class 32 contains 10826 members 
Mstep: Class 33 contains 8759 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 16323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000616.000000 Penalty: 122398.859375
Iteration 140F: 36 clusters Score -1.130006e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 17060 members 
Mstep: Class 3 contains 17924 members 
Mstep: Class 4 contains 14910 members 
Mstep: Class 5 contains 16873 members 
Mstep: Class 6 contains 418168 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 73178 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 6591 members 
Mstep: Class 11 contains 29543 members 
Mstep: Class 12 contains 13026 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 4790 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 327794 members 
Mstep: Class 18 contains 9256 members 
Mstep: Class 19 contains 13673 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 8453 members 
Mstep: Class 22 contains 102088 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 25630 members 
Mstep: Class 25 contains 3298 members 
Mstep: Class 26 contains 7802 members 
Mstep: Class 27 contains 25026 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4343 members 
Mstep: Class 30 contains 76395 members 
Mstep: Class 31 contains 26915 members 
Mstep: Class 32 contains 10820 members 
Mstep: Class 33 contains 8843 members 
Mstep: Class 34 contains 3212 members 
Mstep: Class 35 contains 16362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001000.000000 Penalty: 122398.859375
Iteration 141Q: 36 clusters Score -1.13001e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 17037 members 
Mstep: Class 3 contains 17925 members 
Mstep: Class 4 contains 14862 members 
Mstep: Class 5 contains 16868 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 73164 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 29477 members 
Mstep: Class 12 contains 13020 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4441 members 
Mstep: Class 15 contains 4787 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 327782 members 
Mstep: Class 18 contains 9335 members 
Mstep: Class 19 contains 13701 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 102106 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 25636 members 
Mstep: Class 25 contains 3335 members 
Mstep: Class 26 contains 7794 members 
Mstep: Class 27 contains 25161 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4375 members 
Mstep: Class 30 contains 76148 members 
Mstep: Class 31 contains 26900 members 
Mstep: Class 32 contains 10820 members 
Mstep: Class 33 contains 8906 members 
Mstep: Class 34 contains 3212 members 
Mstep: Class 35 contains 16394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000936.000000 Penalty: 122398.859375
Iteration 142Q: 36 clusters Score -1.130009e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 17017 members 
Mstep: Class 3 contains 17925 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 16866 members 
Mstep: Class 6 contains 418166 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 73141 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 29417 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 327768 members 
Mstep: Class 18 contains 9412 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 8484 members 
Mstep: Class 22 contains 102129 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 25647 members 
Mstep: Class 25 contains 3381 members 
Mstep: Class 26 contains 7771 members 
Mstep: Class 27 contains 25279 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4409 members 
Mstep: Class 30 contains 75901 members 
Mstep: Class 31 contains 26882 members 
Mstep: Class 32 contains 10814 members 
Mstep: Class 33 contains 8955 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 16438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001040.000000 Penalty: 122398.859375
Iteration 143Q: 36 clusters Score -1.13001e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 16999 members 
Mstep: Class 3 contains 17919 members 
Mstep: Class 4 contains 14833 members 
Mstep: Class 5 contains 16866 members 
Mstep: Class 6 contains 418154 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 73123 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 29354 members 
Mstep: Class 12 contains 13011 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 327780 members 
Mstep: Class 18 contains 9509 members 
Mstep: Class 19 contains 13775 members 
Mstep: Class 20 contains 8297 members 
Mstep: Class 21 contains 8494 members 
Mstep: Class 22 contains 102128 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25657 members 
Mstep: Class 25 contains 3443 members 
Mstep: Class 26 contains 7765 members 
Mstep: Class 27 contains 25402 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4440 members 
Mstep: Class 30 contains 75642 members 
Mstep: Class 31 contains 26875 members 
Mstep: Class 32 contains 10808 members 
Mstep: Class 33 contains 8998 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 16470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001192.000000 Penalty: 122398.859375
Iteration 144Q: 36 clusters Score -1.130012e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 16979 members 
Mstep: Class 3 contains 17912 members 
Mstep: Class 4 contains 14820 members 
Mstep: Class 5 contains 16862 members 
Mstep: Class 6 contains 418148 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 73107 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 6601 members 
Mstep: Class 11 contains 29279 members 
Mstep: Class 12 contains 13011 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 327756 members 
Mstep: Class 18 contains 9588 members 
Mstep: Class 19 contains 13807 members 
Mstep: Class 20 contains 8311 members 
Mstep: Class 21 contains 8504 members 
Mstep: Class 22 contains 102135 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25659 members 
Mstep: Class 25 contains 3509 members 
Mstep: Class 26 contains 7758 members 
Mstep: Class 27 contains 25565 members 
Mstep: Class 28 contains 1211 members 
Mstep: Class 29 contains 4467 members 
Mstep: Class 30 contains 75378 members 
Mstep: Class 31 contains 26872 members 
Mstep: Class 32 contains 10799 members 
Mstep: Class 33 contains 9051 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 16503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001400.000000 Penalty: 122398.859375
Iteration 145Q: 36 clusters Score -1.130014e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 16966 members 
Mstep: Class 3 contains 17903 members 
Mstep: Class 4 contains 14787 members 
Mstep: Class 5 contains 16855 members 
Mstep: Class 6 contains 418142 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 73097 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 6602 members 
Mstep: Class 11 contains 29198 members 
Mstep: Class 12 contains 13007 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 4733 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 327732 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 13830 members 
Mstep: Class 20 contains 8324 members 
Mstep: Class 21 contains 8515 members 
Mstep: Class 22 contains 102125 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25673 members 
Mstep: Class 25 contains 3584 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 25720 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4492 members 
Mstep: Class 30 contains 75145 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 10806 members 
Mstep: Class 33 contains 9100 members 
Mstep: Class 34 contains 3210 members 
Mstep: Class 35 contains 16526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001696.000000 Penalty: 122398.859375
Iteration 146Q: 36 clusters Score -1.130017e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 16956 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 14749 members 
Mstep: Class 5 contains 16853 members 
Mstep: Class 6 contains 418129 members 
Mstep: Class 7 contains 5358 members 
Mstep: Class 8 contains 73086 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 6603 members 
Mstep: Class 11 contains 29097 members 
Mstep: Class 12 contains 13002 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 4711 members 
Mstep: Class 16 contains 5802 members 
Mstep: Class 17 contains 327725 members 
Mstep: Class 18 contains 9737 members 
Mstep: Class 19 contains 13860 members 
Mstep: Class 20 contains 8342 members 
Mstep: Class 21 contains 8522 members 
Mstep: Class 22 contains 102123 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25684 members 
Mstep: Class 25 contains 3681 members 
Mstep: Class 26 contains 7735 members 
Mstep: Class 27 contains 25880 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 4523 members 
Mstep: Class 30 contains 74902 members 
Mstep: Class 31 contains 26863 members 
Mstep: Class 32 contains 10805 members 
Mstep: Class 33 contains 9153 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001744.000000 Penalty: 122398.859375
Iteration 147Q: 36 clusters Score -1.130017e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 16933 members 
Mstep: Class 3 contains 17896 members 
Mstep: Class 4 contains 14715 members 
Mstep: Class 5 contains 16849 members 
Mstep: Class 6 contains 418132 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 73073 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 6601 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 12998 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 4691 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 327729 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 13872 members 
Mstep: Class 20 contains 8360 members 
Mstep: Class 21 contains 8530 members 
Mstep: Class 22 contains 102129 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25697 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 7728 members 
Mstep: Class 27 contains 26050 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 74642 members 
Mstep: Class 31 contains 26863 members 
Mstep: Class 32 contains 10805 members 
Mstep: Class 33 contains 9196 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 16560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002080.000000 Penalty: 122398.859375
Iteration 148Q: 36 clusters Score -1.130021e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 16919 members 
Mstep: Class 3 contains 17892 members 
Mstep: Class 4 contains 14678 members 
Mstep: Class 5 contains 16852 members 
Mstep: Class 6 contains 418139 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 73070 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 6597 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 12993 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 4669 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 327702 members 
Mstep: Class 18 contains 9844 members 
Mstep: Class 19 contains 13891 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 8546 members 
Mstep: Class 22 contains 102135 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25710 members 
Mstep: Class 25 contains 3901 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 26232 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4588 members 
Mstep: Class 30 contains 74409 members 
Mstep: Class 31 contains 26862 members 
Mstep: Class 32 contains 10812 members 
Mstep: Class 33 contains 9234 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002096.000000 Penalty: 122398.859375
Iteration 149Q: 36 clusters Score -1.130021e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 16908 members 
Mstep: Class 3 contains 17892 members 
Mstep: Class 4 contains 14634 members 
Mstep: Class 5 contains 16849 members 
Mstep: Class 6 contains 418142 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 73061 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 28770 members 
Mstep: Class 12 contains 12993 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 327665 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 13904 members 
Mstep: Class 20 contains 8379 members 
Mstep: Class 21 contains 8559 members 
Mstep: Class 22 contains 102158 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25716 members 
Mstep: Class 25 contains 4015 members 
Mstep: Class 26 contains 7699 members 
Mstep: Class 27 contains 26396 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4619 members 
Mstep: Class 30 contains 74155 members 
Mstep: Class 31 contains 26871 members 
Mstep: Class 32 contains 10808 members 
Mstep: Class 33 contains 9275 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 16594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002352.000000 Penalty: 122398.859375
Iteration 150Q: 36 clusters Score -1.130024e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 16898 members 
Mstep: Class 3 contains 17895 members 
Mstep: Class 4 contains 14607 members 
Mstep: Class 5 contains 16850 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 73048 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 28674 members 
Mstep: Class 12 contains 12992 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 327632 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 13909 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 8565 members 
Mstep: Class 22 contains 102152 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25712 members 
Mstep: Class 25 contains 4122 members 
Mstep: Class 26 contains 7686 members 
Mstep: Class 27 contains 26588 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4653 members 
Mstep: Class 30 contains 73916 members 
Mstep: Class 31 contains 26871 members 
Mstep: Class 32 contains 10807 members 
Mstep: Class 33 contains 9302 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002448.000000 Penalty: 122398.859375
Iteration 151Q: 36 clusters Score -1.130024e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 16885 members 
Mstep: Class 3 contains 17887 members 
Mstep: Class 4 contains 14579 members 
Mstep: Class 5 contains 16850 members 
Mstep: Class 6 contains 418144 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 73039 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 11 contains 28560 members 
Mstep: Class 12 contains 12988 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 327628 members 
Mstep: Class 18 contains 10042 members 
Mstep: Class 19 contains 13915 members 
Mstep: Class 20 contains 8395 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 102151 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25715 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 7677 members 
Mstep: Class 27 contains 26793 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4692 members 
Mstep: Class 30 contains 73649 members 
Mstep: Class 31 contains 26873 members 
Mstep: Class 32 contains 10805 members 
Mstep: Class 33 contains 9324 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002616.000000 Penalty: 122398.859375
Iteration 152Q: 36 clusters Score -1.130026e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 16880 members 
Mstep: Class 3 contains 17879 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 16847 members 
Mstep: Class 6 contains 418141 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 73032 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 11 contains 28453 members 
Mstep: Class 12 contains 12985 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 4553 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 327630 members 
Mstep: Class 18 contains 10107 members 
Mstep: Class 19 contains 13925 members 
Mstep: Class 20 contains 8404 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 102157 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25722 members 
Mstep: Class 25 contains 4347 members 
Mstep: Class 26 contains 7672 members 
Mstep: Class 27 contains 27002 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4718 members 
Mstep: Class 30 contains 73336 members 
Mstep: Class 31 contains 26871 members 
Mstep: Class 32 contains 10800 members 
Mstep: Class 33 contains 9357 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002840.000000 Penalty: 122398.859375
Iteration 153Q: 36 clusters Score -1.130028e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 16874 members 
Mstep: Class 3 contains 17864 members 
Mstep: Class 4 contains 14546 members 
Mstep: Class 5 contains 16846 members 
Mstep: Class 6 contains 418144 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 73027 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 11 contains 28337 members 
Mstep: Class 12 contains 12981 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 4518 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 327635 members 
Mstep: Class 18 contains 10163 members 
Mstep: Class 19 contains 13935 members 
Mstep: Class 20 contains 8408 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 102170 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25729 members 
Mstep: Class 25 contains 4470 members 
Mstep: Class 26 contains 7671 members 
Mstep: Class 27 contains 27243 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4744 members 
Mstep: Class 30 contains 73022 members 
Mstep: Class 31 contains 26870 members 
Mstep: Class 32 contains 10788 members 
Mstep: Class 33 contains 9381 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003080.000000 Penalty: 122398.859375
Iteration 154Q: 36 clusters Score -1.130031e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 16864 members 
Mstep: Class 3 contains 17850 members 
Mstep: Class 4 contains 14533 members 
Mstep: Class 5 contains 16851 members 
Mstep: Class 6 contains 418145 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 8 contains 73017 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 28242 members 
Mstep: Class 12 contains 12978 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 5797 members 
Mstep: Class 17 contains 327640 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 13952 members 
Mstep: Class 20 contains 8413 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 102184 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25735 members 
Mstep: Class 25 contains 4587 members 
Mstep: Class 26 contains 7672 members 
Mstep: Class 27 contains 27464 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4782 members 
Mstep: Class 30 contains 72697 members 
Mstep: Class 31 contains 26870 members 
Mstep: Class 32 contains 10780 members 
Mstep: Class 33 contains 9404 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003216.000000 Penalty: 122398.859375
Iteration 155Q: 36 clusters Score -1.130032e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 16856 members 
Mstep: Class 3 contains 17832 members 
Mstep: Class 4 contains 14531 members 
Mstep: Class 5 contains 16846 members 
Mstep: Class 6 contains 418142 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 73017 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 28130 members 
Mstep: Class 12 contains 12975 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 5796 members 
Mstep: Class 17 contains 327638 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 13970 members 
Mstep: Class 20 contains 8416 members 
Mstep: Class 21 contains 8592 members 
Mstep: Class 22 contains 102205 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25753 members 
Mstep: Class 25 contains 4729 members 
Mstep: Class 26 contains 7674 members 
Mstep: Class 27 contains 27688 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4823 members 
Mstep: Class 30 contains 72332 members 
Mstep: Class 31 contains 26870 members 
Mstep: Class 32 contains 10775 members 
Mstep: Class 33 contains 9424 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003264.000000 Penalty: 122398.859375
Iteration 156Q: 36 clusters Score -1.130033e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16840 members 
Mstep: Class 3 contains 17823 members 
Mstep: Class 4 contains 14523 members 
Mstep: Class 5 contains 16845 members 
Mstep: Class 6 contains 418148 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 73010 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 28031 members 
Mstep: Class 12 contains 12976 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 4391 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 327658 members 
Mstep: Class 18 contains 10357 members 
Mstep: Class 19 contains 13985 members 
Mstep: Class 20 contains 8416 members 
Mstep: Class 21 contains 8597 members 
Mstep: Class 22 contains 102206 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25772 members 
Mstep: Class 25 contains 4857 members 
Mstep: Class 26 contains 7672 members 
Mstep: Class 27 contains 27920 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4854 members 
Mstep: Class 30 contains 71949 members 
Mstep: Class 31 contains 26864 members 
Mstep: Class 32 contains 10769 members 
Mstep: Class 33 contains 9446 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 16780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003616.000000 Penalty: 122398.859375
Iteration 157Q: 36 clusters Score -1.130036e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 16836 members 
Mstep: Class 3 contains 17821 members 
Mstep: Class 4 contains 14508 members 
Mstep: Class 5 contains 16840 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 73008 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 6593 members 
Mstep: Class 11 contains 27930 members 
Mstep: Class 12 contains 12974 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 327647 members 
Mstep: Class 18 contains 10434 members 
Mstep: Class 19 contains 13995 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 8607 members 
Mstep: Class 22 contains 102207 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25786 members 
Mstep: Class 25 contains 4974 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 28120 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4887 members 
Mstep: Class 30 contains 71618 members 
Mstep: Class 31 contains 26856 members 
Mstep: Class 32 contains 10773 members 
Mstep: Class 33 contains 9474 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 16806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003968.000000 Penalty: 122398.859375
Iteration 158Q: 36 clusters Score -1.13004e+08 nChanged 1207
Entering ConstructFrom: 
Score: -113003968.000000 Penalty: 122398.859375
Entering ConstructFrom: 
Trying to split cluster 1 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -805217.875000 Penalty: 2286.411133
	Iteration 0F: 2 clusters Score -805217.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -797462.250000 Penalty: 4572.822266
	Iteration 0F: 3 clusters Score -797462.2 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -799924.437500 Penalty: 4572.822266
	Iteration 1F: 3 clusters Score -799924.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -800749.250000 Penalty: 4572.822266
	Iteration 2F: 3 clusters Score -800749.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -801619.625000 Penalty: 4572.822266
	Iteration 3F: 3 clusters Score -801619.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -802216.687500 Penalty: 4572.822266
	Iteration 4F: 3 clusters Score -802216.7 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -802676.250000 Penalty: 4572.822266
	Iteration 5F: 3 clusters Score -802676.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -803047.437500 Penalty: 4572.822266
	Iteration 6F: 3 clusters Score -803047.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -803360.937500 Penalty: 4572.822266
	Iteration 7Q: 3 clusters Score -803360.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -803668.875000 Penalty: 4572.822266
	Iteration 8Q: 3 clusters Score -803668.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -803996.812500 Penalty: 4572.822266
	Iteration 9Q: 3 clusters Score -803996.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -804368.000000 Penalty: 4572.822266
	Iteration 10Q: 3 clusters Score -804368 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -804710.750000 Penalty: 4572.822266
	Iteration 11Q: 3 clusters Score -804710.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -804954.937500 Penalty: 4572.822266
	Iteration 12Q: 3 clusters Score -804954.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -805158.250000 Penalty: 4572.822266
	Iteration 13Q: 3 clusters Score -805158.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -805339.500000 Penalty: 4572.822266
	Iteration 14Q: 3 clusters Score -805339.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -805482.625000 Penalty: 4572.822266
	Iteration 15Q: 3 clusters Score -805482.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -805611.437500 Penalty: 4572.822266
	Iteration 16Q: 3 clusters Score -805611.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -805710.687500 Penalty: 4572.822266
	Iteration 17Q: 3 clusters Score -805710.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -805792.812500 Penalty: 4572.822266
	Iteration 18Q: 3 clusters Score -805792.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -805868.687500 Penalty: 4572.822266
	Iteration 19Q: 3 clusters Score -805868.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -805911.750000 Penalty: 4572.822266
	Iteration 20F: 3 clusters Score -805911.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -805938.000000 Penalty: 4572.822266
	Iteration 21Q: 3 clusters Score -805938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -805962.875000 Penalty: 4572.822266
	Iteration 22Q: 3 clusters Score -805962.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -805982.937500 Penalty: 4572.822266
	Iteration 23Q: 3 clusters Score -805982.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -805996.812500 Penalty: 4572.822266
	Iteration 24Q: 3 clusters Score -805996.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -806010.562500 Penalty: 4572.822266
	Iteration 25Q: 3 clusters Score -806010.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -806018.312500 Penalty: 4572.822266
	Iteration 26Q: 3 clusters Score -806018.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -806028.000000 Penalty: 4572.822266
	Iteration 27Q: 3 clusters Score -806028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -806034.375000 Penalty: 4572.822266
	Iteration 28Q: 3 clusters Score -806034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -806034.125000 Penalty: 4572.822266
	Iteration 29Q: 3 clusters Score -806034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -806037.375000 Penalty: 4572.822266
	Iteration 30Q: 3 clusters Score -806037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -806037.312500 Penalty: 4572.822266
	Iteration 31Q: 3 clusters Score -806037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -806039.312500 Penalty: 4572.822266
	Iteration 32Q: 3 clusters Score -806039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -806039.312500 Penalty: 4572.822266
	Iteration 33F: 3 clusters Score -806039.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 16822 members 
Mstep: Class 3 contains 17823 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 72999 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 27843 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 327626 members 
Mstep: Class 18 contains 10515 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 102203 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25798 members 
Mstep: Class 25 contains 5098 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 28363 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4924 members 
Mstep: Class 30 contains 71260 members 
Mstep: Class 31 contains 26850 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 9503 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 16834 members 
Mstep: Class 36 contains 1382 members 
Entering Unmasked Estep 
Score: -113003448.000000 Penalty: 125895.968750
Splitting cluster 1 changes total score from -113003968.000000 to -113003448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Entering Unmasked Estep 
Score: -1345083.000000 Penalty: 2413.149902
	Iteration 0F: 2 clusters Score -1345083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1333127.625000 Penalty: 4826.299805
	Iteration 0F: 3 clusters Score -1333128 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1337218.625000 Penalty: 4826.299805
	Iteration 1F: 3 clusters Score -1337219 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1337766.875000 Penalty: 4826.299805
	Iteration 2F: 3 clusters Score -1337767 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1338280.000000 Penalty: 4826.299805
	Iteration 3F: 3 clusters Score -1338280 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1338789.750000 Penalty: 4826.299805
	Iteration 4F: 3 clusters Score -1338790 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1339303.625000 Penalty: 4826.299805
	Iteration 5F: 3 clusters Score -1339304 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1339881.500000 Penalty: 4826.299805
	Iteration 6F: 3 clusters Score -1339882 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1340429.375000 Penalty: 4826.299805
	Iteration 7Q: 3 clusters Score -1340429 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1340955.375000 Penalty: 4826.299805
	Iteration 8Q: 3 clusters Score -1340955 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1341466.500000 Penalty: 4826.299805
	Iteration 9Q: 3 clusters Score -1341466 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1341921.000000 Penalty: 4826.299805
	Iteration 10Q: 3 clusters Score -1341921 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1342289.750000 Penalty: 4826.299805
	Iteration 11Q: 3 clusters Score -1342290 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1342636.625000 Penalty: 4826.299805
	Iteration 12Q: 3 clusters Score -1342637 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1342907.500000 Penalty: 4826.299805
	Iteration 13Q: 3 clusters Score -1342908 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1343099.250000 Penalty: 4826.299805
	Iteration 14Q: 3 clusters Score -1343099 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1343237.375000 Penalty: 4826.299805
	Iteration 15Q: 3 clusters Score -1343237 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1343342.500000 Penalty: 4826.299805
	Iteration 16Q: 3 clusters Score -1343342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1343424.500000 Penalty: 4826.299805
	Iteration 17Q: 3 clusters Score -1343424 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1343483.875000 Penalty: 4826.299805
	Iteration 18Q: 3 clusters Score -1343484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1343516.875000 Penalty: 4826.299805
	Iteration 19Q: 3 clusters Score -1343517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1343549.625000 Penalty: 4826.299805
	Iteration 20F: 3 clusters Score -1343550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1343576.000000 Penalty: 4826.299805
	Iteration 21Q: 3 clusters Score -1343576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1343592.250000 Penalty: 4826.299805
	Iteration 22Q: 3 clusters Score -1343592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1343600.750000 Penalty: 4826.299805
	Iteration 23Q: 3 clusters Score -1343601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1343615.375000 Penalty: 4826.299805
	Iteration 24Q: 3 clusters Score -1343615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1343625.250000 Penalty: 4826.299805
	Iteration 25Q: 3 clusters Score -1343625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1343637.000000 Penalty: 4826.299805
	Iteration 26Q: 3 clusters Score -1343637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1343649.375000 Penalty: 4826.299805
	Iteration 27Q: 3 clusters Score -1343649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1343652.500000 Penalty: 4826.299805
	Iteration 28Q: 3 clusters Score -1343652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1343659.750000 Penalty: 4826.299805
	Iteration 29Q: 3 clusters Score -1343660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1343672.375000 Penalty: 4826.299805
	Iteration 30Q: 3 clusters Score -1343672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1343682.125000 Penalty: 4826.299805
	Iteration 31Q: 3 clusters Score -1343682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1343692.500000 Penalty: 4826.299805
	Iteration 32Q: 3 clusters Score -1343692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1343696.750000 Penalty: 4826.299805
	Iteration 33Q: 3 clusters Score -1343697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1343702.250000 Penalty: 4826.299805
	Iteration 34Q: 3 clusters Score -1343702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1343706.250000 Penalty: 4826.299805
	Iteration 35Q: 3 clusters Score -1343706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1343703.750000 Penalty: 4826.299805
	Iteration 36Q: 3 clusters Score -1343704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1343708.375000 Penalty: 4826.299805
	Iteration 37Q: 3 clusters Score -1343708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1343707.875000 Penalty: 4826.299805
	Iteration 38Q: 3 clusters Score -1343708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1343708.375000 Penalty: 4826.299805
	Iteration 39Q: 3 clusters Score -1343708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1343708.875000 Penalty: 4826.299805
	Iteration 40F: 3 clusters Score -1343709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1343710.500000 Penalty: 4826.299805
	Iteration 41Q: 3 clusters Score -1343710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1343712.250000 Penalty: 4826.299805
	Iteration 42Q: 3 clusters Score -1343712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1343712.250000 Penalty: 4826.299805
	Iteration 43F: 3 clusters Score -1343712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Entering Unmasked Estep 
Score: -1605345.500000 Penalty: 2427.484863
	Iteration 0F: 2 clusters Score -1605346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1592680.500000 Penalty: 4854.969727
	Iteration 0F: 3 clusters Score -1592680 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1596914.250000 Penalty: 4854.969727
	Iteration 1F: 3 clusters Score -1596914 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1597558.500000 Penalty: 4854.969727
	Iteration 2F: 3 clusters Score -1597558 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1598469.875000 Penalty: 4854.969727
	Iteration 3F: 3 clusters Score -1598470 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1599745.250000 Penalty: 4854.969727
	Iteration 4F: 3 clusters Score -1599745 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1601529.125000 Penalty: 4854.969727
	Iteration 5F: 3 clusters Score -1601529 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1603516.250000 Penalty: 4854.969727
	Iteration 6F: 3 clusters Score -1603516 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1605034.375000 Penalty: 4854.969727
	Iteration 7F: 3 clusters Score -1605034 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1605679.875000 Penalty: 4854.969727
	Iteration 8Q: 3 clusters Score -1605680 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1605849.500000 Penalty: 4854.969727
	Iteration 9Q: 3 clusters Score -1605850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1605916.000000 Penalty: 4854.969727
	Iteration 10Q: 3 clusters Score -1605916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1605938.125000 Penalty: 4854.969727
	Iteration 11Q: 3 clusters Score -1605938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1605941.750000 Penalty: 4854.969727
	Iteration 12Q: 3 clusters Score -1605942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1605948.125000 Penalty: 4854.969727
	Iteration 13Q: 3 clusters Score -1605948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1605951.000000 Penalty: 4854.969727
	Iteration 14Q: 3 clusters Score -1605951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1605946.625000 Penalty: 4854.969727
	Iteration 15Q: 3 clusters Score -1605947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1605946.875000 Penalty: 4854.969727
	Iteration 16Q: 3 clusters Score -1605947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1605946.875000 Penalty: 4854.969727
	Iteration 17F: 3 clusters Score -1605947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 16822 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 72999 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 27843 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 327626 members 
Mstep: Class 18 contains 10515 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 102203 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25798 members 
Mstep: Class 25 contains 5098 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 28363 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4924 members 
Mstep: Class 30 contains 71260 members 
Mstep: Class 31 contains 26850 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 9503 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 16834 members 
Mstep: Class 36 contains 13571 members 
Entering Unmasked Estep 
Score: -113003712.000000 Penalty: 125895.968750
Splitting cluster 3 changes total score from -113003968.000000 to -113003712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Entering Unmasked Estep 
Score: -1253149.125000 Penalty: 2376.158203
	Iteration 0F: 2 clusters Score -1253149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1242606.500000 Penalty: 4752.316406
	Iteration 0F: 3 clusters Score -1242606 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1246013.750000 Penalty: 4752.316406
	Iteration 1F: 3 clusters Score -1246014 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1246415.750000 Penalty: 4752.316406
	Iteration 2F: 3 clusters Score -1246416 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1246790.500000 Penalty: 4752.316406
	Iteration 3F: 3 clusters Score -1246790 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1247203.250000 Penalty: 4752.316406
	Iteration 4F: 3 clusters Score -1247203 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1247703.000000 Penalty: 4752.316406
	Iteration 5Q: 3 clusters Score -1247703 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1248353.375000 Penalty: 4752.316406
	Iteration 6F: 3 clusters Score -1248353 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1249124.000000 Penalty: 4752.316406
	Iteration 7F: 3 clusters Score -1249124 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1249884.625000 Penalty: 4752.316406
	Iteration 8F: 3 clusters Score -1249885 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1250463.625000 Penalty: 4752.316406
	Iteration 9Q: 3 clusters Score -1250464 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1250827.000000 Penalty: 4752.316406
	Iteration 10Q: 3 clusters Score -1250827 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1251078.250000 Penalty: 4752.316406
	Iteration 11Q: 3 clusters Score -1251078 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1251270.000000 Penalty: 4752.316406
	Iteration 12Q: 3 clusters Score -1251270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1251413.250000 Penalty: 4752.316406
	Iteration 13Q: 3 clusters Score -1251413 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1251498.625000 Penalty: 4752.316406
	Iteration 14Q: 3 clusters Score -1251499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1251558.625000 Penalty: 4752.316406
	Iteration 15Q: 3 clusters Score -1251559 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1251601.750000 Penalty: 4752.316406
	Iteration 16Q: 3 clusters Score -1251602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1251618.750000 Penalty: 4752.316406
	Iteration 17Q: 3 clusters Score -1251619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1251625.750000 Penalty: 4752.316406
	Iteration 18Q: 3 clusters Score -1251626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1251636.125000 Penalty: 4752.316406
	Iteration 19Q: 3 clusters Score -1251636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1251637.375000 Penalty: 4752.316406
	Iteration 20F: 3 clusters Score -1251637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1251644.875000 Penalty: 4752.316406
	Iteration 21Q: 3 clusters Score -1251645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1251641.625000 Penalty: 4752.316406
	Iteration 22Q: 3 clusters Score -1251642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1251643.375000 Penalty: 4752.316406
	Iteration 23Q: 3 clusters Score -1251643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1251646.500000 Penalty: 4752.316406
	Iteration 24Q: 3 clusters Score -1251646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1251647.125000 Penalty: 4752.316406
	Iteration 25Q: 3 clusters Score -1251647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1251648.000000 Penalty: 4752.316406
	Iteration 26Q: 3 clusters Score -1251648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1251649.250000 Penalty: 4752.316406
	Iteration 27Q: 3 clusters Score -1251649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1251648.750000 Penalty: 4752.316406
	Iteration 28Q: 3 clusters Score -1251649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1251649.250000 Penalty: 4752.316406
	Iteration 29Q: 3 clusters Score -1251649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1251647.625000 Penalty: 4752.316406
	Iteration 30Q: 3 clusters Score -1251648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1251647.625000 Penalty: 4752.316406
	Iteration 31F: 3 clusters Score -1251648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Entering Unmasked Estep 
Score: -1482072.000000 Penalty: 2413.473877
	Iteration 0F: 2 clusters Score -1482072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1470043.250000 Penalty: 4826.947754
	Iteration 0F: 3 clusters Score -1470043 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1473849.125000 Penalty: 4826.947754
	Iteration 1F: 3 clusters Score -1473849 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1474202.625000 Penalty: 4826.947754
	Iteration 2F: 3 clusters Score -1474203 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1474465.375000 Penalty: 4826.947754
	Iteration 3Q: 3 clusters Score -1474465 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1474695.750000 Penalty: 4826.947754
	Iteration 4Q: 3 clusters Score -1474696 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1474926.250000 Penalty: 4826.947754
	Iteration 5Q: 3 clusters Score -1474926 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1475143.250000 Penalty: 4826.947754
	Iteration 6Q: 3 clusters Score -1475143 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1475374.625000 Penalty: 4826.947754
	Iteration 7Q: 3 clusters Score -1475375 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1475651.375000 Penalty: 4826.947754
	Iteration 8Q: 3 clusters Score -1475651 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1476024.875000 Penalty: 4826.947754
	Iteration 9Q: 3 clusters Score -1476025 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1476440.625000 Penalty: 4826.947754
	Iteration 10Q: 3 clusters Score -1476441 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1476890.875000 Penalty: 4826.947754
	Iteration 11Q: 3 clusters Score -1476891 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1477351.000000 Penalty: 4826.947754
	Iteration 12Q: 3 clusters Score -1477351 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1477848.375000 Penalty: 4826.947754
	Iteration 13Q: 3 clusters Score -1477848 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1478306.625000 Penalty: 4826.947754
	Iteration 14Q: 3 clusters Score -1478307 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1478687.250000 Penalty: 4826.947754
	Iteration 15Q: 3 clusters Score -1478687 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1478935.125000 Penalty: 4826.947754
	Iteration 16Q: 3 clusters Score -1478935 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1479122.500000 Penalty: 4826.947754
	Iteration 17Q: 3 clusters Score -1479122 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1479270.375000 Penalty: 4826.947754
	Iteration 18Q: 3 clusters Score -1479270 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1479393.875000 Penalty: 4826.947754
	Iteration 19Q: 3 clusters Score -1479394 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1479477.250000 Penalty: 4826.947754
	Iteration 20F: 3 clusters Score -1479477 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1479542.000000 Penalty: 4826.947754
	Iteration 21Q: 3 clusters Score -1479542 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1479594.250000 Penalty: 4826.947754
	Iteration 22Q: 3 clusters Score -1479594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1479638.750000 Penalty: 4826.947754
	Iteration 23Q: 3 clusters Score -1479639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1479663.375000 Penalty: 4826.947754
	Iteration 24Q: 3 clusters Score -1479663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1479686.750000 Penalty: 4826.947754
	Iteration 25Q: 3 clusters Score -1479687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1479697.625000 Penalty: 4826.947754
	Iteration 26Q: 3 clusters Score -1479698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1479710.625000 Penalty: 4826.947754
	Iteration 27Q: 3 clusters Score -1479711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1479720.125000 Penalty: 4826.947754
	Iteration 28Q: 3 clusters Score -1479720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1479720.875000 Penalty: 4826.947754
	Iteration 29Q: 3 clusters Score -1479721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1479731.625000 Penalty: 4826.947754
	Iteration 30Q: 3 clusters Score -1479732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1479732.750000 Penalty: 4826.947754
	Iteration 31Q: 3 clusters Score -1479733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1479739.625000 Penalty: 4826.947754
	Iteration 32Q: 3 clusters Score -1479740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1479746.625000 Penalty: 4826.947754
	Iteration 33Q: 3 clusters Score -1479747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1479742.000000 Penalty: 4826.947754
	Iteration 34Q: 3 clusters Score -1479742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1479750.250000 Penalty: 4826.947754
	Iteration 35Q: 3 clusters Score -1479750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1479751.625000 Penalty: 4826.947754
	Iteration 36Q: 3 clusters Score -1479752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1479753.500000 Penalty: 4826.947754
	Iteration 37Q: 3 clusters Score -1479754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1479753.625000 Penalty: 4826.947754
	Iteration 38Q: 3 clusters Score -1479754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1479753.750000 Penalty: 4826.947754
	Iteration 39Q: 3 clusters Score -1479754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1479755.125000 Penalty: 4826.947754
	Iteration 40F: 3 clusters Score -1479755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1479753.625000 Penalty: 4826.947754
	Iteration 41Q: 3 clusters Score -1479754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1479752.875000 Penalty: 4826.947754
	Iteration 42Q: 3 clusters Score -1479753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1479753.125000 Penalty: 4826.947754
	Iteration 43Q: 3 clusters Score -1479753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1479753.125000 Penalty: 4826.947754
	Iteration 44F: 3 clusters Score -1479753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418157 members 
Entering Unmasked Estep 
Score: -36909404.000000 Penalty: 3210.015869
	Iteration 0F: 2 clusters Score -3.69094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208921 members 
Mstep: Class 2 contains 209236 members 
Entering Unmasked Estep 
Score: -36627276.000000 Penalty: 6420.031738
	Iteration 0F: 3 clusters Score -3.662728e+07 nChanged 203472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200889 members 
Mstep: Class 2 contains 217268 members 
Entering Unmasked Estep 
Score: -36749240.000000 Penalty: 6420.031738
	Iteration 1F: 3 clusters Score -3.674924e+07 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194881 members 
Mstep: Class 2 contains 223276 members 
Entering Unmasked Estep 
Score: -36752748.000000 Penalty: 6420.031738
	Iteration 2Q: 3 clusters Score -3.675275e+07 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185032 members 
Mstep: Class 2 contains 233125 members 
Entering Unmasked Estep 
Score: -36758932.000000 Penalty: 6420.031738
	Iteration 3Q: 3 clusters Score -3.675893e+07 nChanged 22517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 248256 members 
Entering Unmasked Estep 
Score: -36770420.000000 Penalty: 6420.031738
	Iteration 4F: 3 clusters Score -3.677042e+07 nChanged 28835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 269329 members 
Entering Unmasked Estep 
Score: -36787696.000000 Penalty: 6420.031738
	Iteration 5F: 3 clusters Score -3.67877e+07 nChanged 33199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122563 members 
Mstep: Class 2 contains 295594 members 
Entering Unmasked Estep 
Score: -36811584.000000 Penalty: 6420.031738
	Iteration 6F: 3 clusters Score -3.681158e+07 nChanged 32363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 322999 members 
Entering Unmasked Estep 
Score: -36835152.000000 Penalty: 6420.031738
	Iteration 7F: 3 clusters Score -3.683515e+07 nChanged 26791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 347432 members 
Entering Unmasked Estep 
Score: -36854080.000000 Penalty: 6420.031738
	Iteration 8F: 3 clusters Score -3.685408e+07 nChanged 20995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 367811 members 
Entering Unmasked Estep 
Score: -36868560.000000 Penalty: 6420.031738
	Iteration 9F: 3 clusters Score -3.686856e+07 nChanged 16422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 384175 members 
Entering Unmasked Estep 
Score: -36880440.000000 Penalty: 6420.031738
	Iteration 10Q: 3 clusters Score -3.688044e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 397048 members 
Entering Unmasked Estep 
Score: -36890512.000000 Penalty: 6420.031738
	Iteration 11Q: 3 clusters Score -3.689051e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 406145 members 
Entering Unmasked Estep 
Score: -36897908.000000 Penalty: 6420.031738
	Iteration 12Q: 3 clusters Score -3.689791e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 411859 members 
Entering Unmasked Estep 
Score: -36902168.000000 Penalty: 6420.031738
	Iteration 13Q: 3 clusters Score -3.690217e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 414787 members 
Entering Unmasked Estep 
Score: -36904516.000000 Penalty: 6420.031738
	Iteration 14Q: 3 clusters Score -3.690452e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 416157 members 
Entering Unmasked Estep 
Score: -36905664.000000 Penalty: 6420.031738
	Iteration 15Q: 3 clusters Score -3.690566e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 416714 members 
Entering Unmasked Estep 
Score: -36906232.000000 Penalty: 6420.031738
	Iteration 16Q: 3 clusters Score -3.690623e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 416941 members 
Entering Unmasked Estep 
Score: -36906436.000000 Penalty: 6420.031738
	Iteration 17Q: 3 clusters Score -3.690644e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 417042 members 
Entering Unmasked Estep 
Score: -36906564.000000 Penalty: 6420.031738
	Iteration 18Q: 3 clusters Score -3.690656e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 417082 members 
Entering Unmasked Estep 
Score: -36906648.000000 Penalty: 6420.031738
	Iteration 19Q: 3 clusters Score -3.690665e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 417120 members 
Entering Unmasked Estep 
Score: -36906744.000000 Penalty: 6420.031738
	Iteration 20F: 3 clusters Score -3.690674e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 417155 members 
Entering Unmasked Estep 
Score: -36906740.000000 Penalty: 6420.031738
	Iteration 21Q: 3 clusters Score -3.690674e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 417174 members 
Entering Unmasked Estep 
Score: -36906768.000000 Penalty: 6420.031738
	Iteration 22Q: 3 clusters Score -3.690677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 417186 members 
Entering Unmasked Estep 
Score: -36906800.000000 Penalty: 6420.031738
	Iteration 23Q: 3 clusters Score -3.69068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 417194 members 
Entering Unmasked Estep 
Score: -36906784.000000 Penalty: 6420.031738
	Iteration 24Q: 3 clusters Score -3.690678e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 417199 members 
Entering Unmasked Estep 
Score: -36906808.000000 Penalty: 6420.031738
	Iteration 25Q: 3 clusters Score -3.690681e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 417198 members 
Entering Unmasked Estep 
Score: -36906840.000000 Penalty: 6420.031738
	Iteration 26Q: 3 clusters Score -3.690684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 417199 members 
Entering Unmasked Estep 
Score: -36906876.000000 Penalty: 6420.031738
	Iteration 27Q: 3 clusters Score -3.690688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 417202 members 
Entering Unmasked Estep 
Score: -36906884.000000 Penalty: 6420.031738
	Iteration 28Q: 3 clusters Score -3.690688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 417204 members 
Entering Unmasked Estep 
Score: -36906884.000000 Penalty: 6420.031738
	Iteration 29Q: 3 clusters Score -3.690688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 417195 members 
Entering Unmasked Estep 
Score: -36906880.000000 Penalty: 6420.031738
	Iteration 30Q: 3 clusters Score -3.690688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 417188 members 
Entering Unmasked Estep 
Score: -36906900.000000 Penalty: 6420.031738
	Iteration 31Q: 3 clusters Score -3.69069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 417188 members 
Entering Unmasked Estep 
Score: -36906920.000000 Penalty: 6420.031738
	Iteration 32Q: 3 clusters Score -3.690692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 417188 members 
Entering Unmasked Estep 
Score: -36906904.000000 Penalty: 6420.031738
	Iteration 33Q: 3 clusters Score -3.69069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 417185 members 
Entering Unmasked Estep 
Score: -36906908.000000 Penalty: 6420.031738
	Iteration 34Q: 3 clusters Score -3.690691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 417184 members 
Entering Unmasked Estep 
Score: -36906904.000000 Penalty: 6420.031738
	Iteration 35Q: 3 clusters Score -3.69069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 417184 members 
Entering Unmasked Estep 
Score: -36906928.000000 Penalty: 6420.031738
	Iteration 36Q: 3 clusters Score -3.690693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 417185 members 
Entering Unmasked Estep 
Score: -36906908.000000 Penalty: 6420.031738
	Iteration 37Q: 3 clusters Score -3.690691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 417186 members 
Entering Unmasked Estep 
Score: -36906908.000000 Penalty: 6420.031738
	Iteration 38Q: 3 clusters Score -3.690691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 417187 members 
Entering Unmasked Estep 
Score: -36906904.000000 Penalty: 6420.031738
	Iteration 39Q: 3 clusters Score -3.69069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 417187 members 
Entering Unmasked Estep 
Score: -36906900.000000 Penalty: 6420.031738
	Iteration 40F: 3 clusters Score -3.69069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 417189 members 
Entering Unmasked Estep 
Score: -36906880.000000 Penalty: 6420.031738
	Iteration 41Q: 3 clusters Score -3.690688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 417189 members 
Entering Unmasked Estep 
Score: -36906880.000000 Penalty: 6420.031738
	Iteration 42F: 3 clusters Score -3.690688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -425293.625000 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -425293.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -420534.500000 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -420534.5 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -421727.687500 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -421727.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -422029.281250 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -422029.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -422267.562500 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -422267.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -422521.312500 Penalty: 4257.622559
	Iteration 4F: 3 clusters Score -422521.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -422774.937500 Penalty: 4257.622559
	Iteration 5Q: 3 clusters Score -422774.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -423013.375000 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -423013.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -423211.843750 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -423211.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -423400.906250 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -423400.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -423577.218750 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -423577.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -423709.718750 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -423709.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -423804.187500 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -423804.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -423867.531250 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -423867.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -423904.718750 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -423904.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -423926.468750 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -423926.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -423945.875000 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -423945.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -423958.781250 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -423958.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -423968.937500 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -423968.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -423978.156250 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -423978.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -423984.812500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -423984.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -423988.437500 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -423988.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -423992.500000 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -423992.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -423998.125000 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -423998.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -424004.875000 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -424004.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -424010.593750 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -424010.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -424017.031250 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -424017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -424022.218750 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -424022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -424030.187500 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -424030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -424035.343750 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -424035.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -424040.656250 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -424040.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -424046.656250 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -424046.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -424051.781250 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -424051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -424056.093750 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -424056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -424058.625000 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -424058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -424062.531250 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -424062.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -424064.812500 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -424064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -424065.531250 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -424065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -424067.593750 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -424067.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -424069.281250 Penalty: 4257.622559
	Iteration 38Q: 3 clusters Score -424069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -424069.906250 Penalty: 4257.622559
	Iteration 39Q: 3 clusters Score -424069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -424070.093750 Penalty: 4257.622559
	Iteration 40F: 3 clusters Score -424070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -424070.937500 Penalty: 4257.622559
	Iteration 41Q: 3 clusters Score -424070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -424069.843750 Penalty: 4257.622559
	Iteration 42Q: 3 clusters Score -424069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -424069.843750 Penalty: 4257.622559
	Iteration 43F: 3 clusters Score -424069.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Entering Unmasked Estep 
Score: -6463451.000000 Penalty: 2777.153809
	Iteration 0F: 2 clusters Score -6463451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -6414612.500000 Penalty: 5554.307617
	Iteration 0F: 3 clusters Score -6414612 nChanged 34328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -6433884.500000 Penalty: 5554.307617
	Iteration 1F: 3 clusters Score -6433884 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -6434665.500000 Penalty: 5554.307617
	Iteration 2Q: 3 clusters Score -6434666 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -6435597.000000 Penalty: 5554.307617
	Iteration 3Q: 3 clusters Score -6435597 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -6436898.500000 Penalty: 5554.307617
	Iteration 4Q: 3 clusters Score -6436898 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -6438987.500000 Penalty: 5554.307617
	Iteration 5F: 3 clusters Score -6438988 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -6442023.500000 Penalty: 5554.307617
	Iteration 6F: 3 clusters Score -6442024 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6445904.000000 Penalty: 5554.307617
	Iteration 7F: 3 clusters Score -6445904 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -6449747.500000 Penalty: 5554.307617
	Iteration 8F: 3 clusters Score -6449748 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62227 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -6452991.500000 Penalty: 5554.307617
	Iteration 9F: 3 clusters Score -6452992 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6455670.000000 Penalty: 5554.307617
	Iteration 10Q: 3 clusters Score -6455670 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -6457608.500000 Penalty: 5554.307617
	Iteration 11Q: 3 clusters Score -6457608 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -6458965.500000 Penalty: 5554.307617
	Iteration 12Q: 3 clusters Score -6458966 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -6459936.000000 Penalty: 5554.307617
	Iteration 13Q: 3 clusters Score -6459936 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -6460454.500000 Penalty: 5554.307617
	Iteration 14Q: 3 clusters Score -6460454 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -6460812.000000 Penalty: 5554.307617
	Iteration 15Q: 3 clusters Score -6460812 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6461068.000000 Penalty: 5554.307617
	Iteration 16Q: 3 clusters Score -6461068 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -6461244.000000 Penalty: 5554.307617
	Iteration 17Q: 3 clusters Score -6461244 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6461355.500000 Penalty: 5554.307617
	Iteration 18Q: 3 clusters Score -6461356 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -6461465.500000 Penalty: 5554.307617
	Iteration 19Q: 3 clusters Score -6461466 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -6461610.000000 Penalty: 5554.307617
	Iteration 20F: 3 clusters Score -6461610 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -6461713.500000 Penalty: 5554.307617
	Iteration 21Q: 3 clusters Score -6461714 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67592 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -6461819.500000 Penalty: 5554.307617
	Iteration 22Q: 3 clusters Score -6461820 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -6461941.000000 Penalty: 5554.307617
	Iteration 23Q: 3 clusters Score -6461941 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -6462095.000000 Penalty: 5554.307617
	Iteration 24Q: 3 clusters Score -6462095 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6462265.000000 Penalty: 5554.307617
	Iteration 25Q: 3 clusters Score -6462265 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -6462403.000000 Penalty: 5554.307617
	Iteration 26Q: 3 clusters Score -6462403 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6462540.500000 Penalty: 5554.307617
	Iteration 27Q: 3 clusters Score -6462540 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -6462675.500000 Penalty: 5554.307617
	Iteration 28Q: 3 clusters Score -6462676 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -6462836.000000 Penalty: 5554.307617
	Iteration 29Q: 3 clusters Score -6462836 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6463029.000000 Penalty: 5554.307617
	Iteration 30Q: 3 clusters Score -6463029 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -6463237.000000 Penalty: 5554.307617
	Iteration 31Q: 3 clusters Score -6463237 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -6463446.000000 Penalty: 5554.307617
	Iteration 32Q: 3 clusters Score -6463446 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -6463664.000000 Penalty: 5554.307617
	Iteration 33Q: 3 clusters Score -6463664 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -6463864.500000 Penalty: 5554.307617
	Iteration 34Q: 3 clusters Score -6463864 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -6464071.500000 Penalty: 5554.307617
	Iteration 35Q: 3 clusters Score -6464072 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -6464232.000000 Penalty: 5554.307617
	Iteration 36Q: 3 clusters Score -6464232 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -6464393.500000 Penalty: 5554.307617
	Iteration 37Q: 3 clusters Score -6464394 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -6464507.500000 Penalty: 5554.307617
	Iteration 38Q: 3 clusters Score -6464508 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -6464626.000000 Penalty: 5554.307617
	Iteration 39Q: 3 clusters Score -6464626 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -6464884.000000 Penalty: 5554.307617
	Iteration 40F: 3 clusters Score -6464884 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -6465111.000000 Penalty: 5554.307617
	Iteration 41Q: 3 clusters Score -6465111 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -6465286.000000 Penalty: 5554.307617
	Iteration 42Q: 3 clusters Score -6465286 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -6465393.500000 Penalty: 5554.307617
	Iteration 43Q: 3 clusters Score -6465394 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -6465465.000000 Penalty: 5554.307617
	Iteration 44Q: 3 clusters Score -6465465 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -6465535.000000 Penalty: 5554.307617
	Iteration 45Q: 3 clusters Score -6465535 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -6465592.500000 Penalty: 5554.307617
	Iteration 46Q: 3 clusters Score -6465592 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -6465616.000000 Penalty: 5554.307617
	Iteration 47Q: 3 clusters Score -6465616 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -6465628.500000 Penalty: 5554.307617
	Iteration 48Q: 3 clusters Score -6465628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -6465648.500000 Penalty: 5554.307617
	Iteration 49Q: 3 clusters Score -6465648 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -6465670.500000 Penalty: 5554.307617
	Iteration 50Q: 3 clusters Score -6465670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -6465684.000000 Penalty: 5554.307617
	Iteration 51Q: 3 clusters Score -6465684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -6465690.500000 Penalty: 5554.307617
	Iteration 52Q: 3 clusters Score -6465690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -6465718.000000 Penalty: 5554.307617
	Iteration 53Q: 3 clusters Score -6465718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -6465718.500000 Penalty: 5554.307617
	Iteration 54Q: 3 clusters Score -6465718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6465722.500000 Penalty: 5554.307617
	Iteration 55Q: 3 clusters Score -6465722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -6465731.500000 Penalty: 5554.307617
	Iteration 56Q: 3 clusters Score -6465732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -6465733.500000 Penalty: 5554.307617
	Iteration 57Q: 3 clusters Score -6465734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -6465732.500000 Penalty: 5554.307617
	Iteration 58Q: 3 clusters Score -6465732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -6465726.000000 Penalty: 5554.307617
	Iteration 59Q: 3 clusters Score -6465726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -6465728.000000 Penalty: 5554.307617
	Iteration 60F: 3 clusters Score -6465728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -6465732.500000 Penalty: 5554.307617
	Iteration 61Q: 3 clusters Score -6465732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -6465735.500000 Penalty: 5554.307617
	Iteration 62Q: 3 clusters Score -6465736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -6465738.500000 Penalty: 5554.307617
	Iteration 63Q: 3 clusters Score -6465738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -6465731.000000 Penalty: 5554.307617
	Iteration 64Q: 3 clusters Score -6465731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -6465737.000000 Penalty: 5554.307617
	Iteration 65Q: 3 clusters Score -6465737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -6465736.000000 Penalty: 5554.307617
	Iteration 66Q: 3 clusters Score -6465736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -6465741.500000 Penalty: 5554.307617
	Iteration 67Q: 3 clusters Score -6465742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -6465747.500000 Penalty: 5554.307617
	Iteration 68Q: 3 clusters Score -6465748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6465740.000000 Penalty: 5554.307617
	Iteration 69Q: 3 clusters Score -6465740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -6465731.000000 Penalty: 5554.307617
	Iteration 70Q: 3 clusters Score -6465731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -6465732.000000 Penalty: 5554.307617
	Iteration 71Q: 3 clusters Score -6465732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -6465729.000000 Penalty: 5554.307617
	Iteration 72Q: 3 clusters Score -6465729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -6465722.500000 Penalty: 5554.307617
	Iteration 73Q: 3 clusters Score -6465722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -6465724.000000 Penalty: 5554.307617
	Iteration 74Q: 3 clusters Score -6465724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -6465722.000000 Penalty: 5554.307617
	Iteration 75Q: 3 clusters Score -6465722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -6465722.500000 Penalty: 5554.307617
	Iteration 76Q: 3 clusters Score -6465722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -6465718.000000 Penalty: 5554.307617
	Iteration 77Q: 3 clusters Score -6465718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -6465725.000000 Penalty: 5554.307617
	Iteration 78Q: 3 clusters Score -6465725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -6465725.000000 Penalty: 5554.307617
	Iteration 79F: 3 clusters Score -6465725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 16822 members 
Mstep: Class 3 contains 17823 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 55827 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 27843 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 327626 members 
Mstep: Class 18 contains 10515 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 102203 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25798 members 
Mstep: Class 25 contains 5098 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 28363 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4924 members 
Mstep: Class 30 contains 71260 members 
Mstep: Class 31 contains 26850 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 9503 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 16834 members 
Mstep: Class 36 contains 17172 members 
Entering Unmasked Estep 
Score: -113005504.000000 Penalty: 125895.968750
Splitting cluster 8 changes total score from -113003968.000000 to -113005504.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (9103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Entering Unmasked Estep 
Score: -761354.187500 Penalty: 2260.857178
	Iteration 0F: 2 clusters Score -761354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -754166.312500 Penalty: 4521.714355
	Iteration 0F: 3 clusters Score -754166.3 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -756477.625000 Penalty: 4521.714355
	Iteration 1F: 3 clusters Score -756477.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -756956.812500 Penalty: 4521.714355
	Iteration 2F: 3 clusters Score -756956.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -757391.562500 Penalty: 4521.714355
	Iteration 3F: 3 clusters Score -757391.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -757842.687500 Penalty: 4521.714355
	Iteration 4F: 3 clusters Score -757842.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -758320.312500 Penalty: 4521.714355
	Iteration 5F: 3 clusters Score -758320.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -758829.375000 Penalty: 4521.714355
	Iteration 6F: 3 clusters Score -758829.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -759251.687500 Penalty: 4521.714355
	Iteration 7F: 3 clusters Score -759251.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -759535.500000 Penalty: 4521.714355
	Iteration 8Q: 3 clusters Score -759535.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -759694.000000 Penalty: 4521.714355
	Iteration 9Q: 3 clusters Score -759694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -759819.187500 Penalty: 4521.714355
	Iteration 10Q: 3 clusters Score -759819.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -759903.562500 Penalty: 4521.714355
	Iteration 11Q: 3 clusters Score -759903.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -759988.687500 Penalty: 4521.714355
	Iteration 12Q: 3 clusters Score -759988.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -760046.312500 Penalty: 4521.714355
	Iteration 13Q: 3 clusters Score -760046.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -760081.687500 Penalty: 4521.714355
	Iteration 14Q: 3 clusters Score -760081.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -760109.000000 Penalty: 4521.714355
	Iteration 15Q: 3 clusters Score -760109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -760131.500000 Penalty: 4521.714355
	Iteration 16Q: 3 clusters Score -760131.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -760143.437500 Penalty: 4521.714355
	Iteration 17Q: 3 clusters Score -760143.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -760163.500000 Penalty: 4521.714355
	Iteration 18Q: 3 clusters Score -760163.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -760176.125000 Penalty: 4521.714355
	Iteration 19Q: 3 clusters Score -760176.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -760184.062500 Penalty: 4521.714355
	Iteration 20F: 3 clusters Score -760184.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -760188.687500 Penalty: 4521.714355
	Iteration 21Q: 3 clusters Score -760188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -760193.375000 Penalty: 4521.714355
	Iteration 22Q: 3 clusters Score -760193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -760194.187500 Penalty: 4521.714355
	Iteration 23Q: 3 clusters Score -760194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -760194.500000 Penalty: 4521.714355
	Iteration 24Q: 3 clusters Score -760194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -760195.375000 Penalty: 4521.714355
	Iteration 25Q: 3 clusters Score -760195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -760195.812500 Penalty: 4521.714355
	Iteration 26Q: 3 clusters Score -760195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -760195.812500 Penalty: 4521.714355
	Iteration 27F: 3 clusters Score -760195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -554144.500000 Penalty: 2180.815918
	Iteration 0F: 2 clusters Score -554144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -548626.062500 Penalty: 4361.631836
	Iteration 0F: 3 clusters Score -548626.1 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -550039.187500 Penalty: 4361.631836
	Iteration 1F: 3 clusters Score -550039.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -550255.937500 Penalty: 4361.631836
	Iteration 2F: 3 clusters Score -550255.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -550372.500000 Penalty: 4361.631836
	Iteration 3Q: 3 clusters Score -550372.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -550454.375000 Penalty: 4361.631836
	Iteration 4Q: 3 clusters Score -550454.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -550509.562500 Penalty: 4361.631836
	Iteration 5Q: 3 clusters Score -550509.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -550551.187500 Penalty: 4361.631836
	Iteration 6Q: 3 clusters Score -550551.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -550579.750000 Penalty: 4361.631836
	Iteration 7Q: 3 clusters Score -550579.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -550600.500000 Penalty: 4361.631836
	Iteration 8Q: 3 clusters Score -550600.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -550620.500000 Penalty: 4361.631836
	Iteration 9Q: 3 clusters Score -550620.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -550636.250000 Penalty: 4361.631836
	Iteration 10Q: 3 clusters Score -550636.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -550650.250000 Penalty: 4361.631836
	Iteration 11Q: 3 clusters Score -550650.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -550662.625000 Penalty: 4361.631836
	Iteration 12Q: 3 clusters Score -550662.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -550675.812500 Penalty: 4361.631836
	Iteration 13Q: 3 clusters Score -550675.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -550694.000000 Penalty: 4361.631836
	Iteration 14Q: 3 clusters Score -550694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -550704.500000 Penalty: 4361.631836
	Iteration 15Q: 3 clusters Score -550704.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -550715.250000 Penalty: 4361.631836
	Iteration 16Q: 3 clusters Score -550715.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -550727.562500 Penalty: 4361.631836
	Iteration 17Q: 3 clusters Score -550727.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -550734.250000 Penalty: 4361.631836
	Iteration 18Q: 3 clusters Score -550734.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -550741.937500 Penalty: 4361.631836
	Iteration 19Q: 3 clusters Score -550741.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -550752.562500 Penalty: 4361.631836
	Iteration 20F: 3 clusters Score -550752.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -550763.812500 Penalty: 4361.631836
	Iteration 21Q: 3 clusters Score -550763.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -550774.187500 Penalty: 4361.631836
	Iteration 22Q: 3 clusters Score -550774.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -550781.937500 Penalty: 4361.631836
	Iteration 23Q: 3 clusters Score -550781.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -550793.937500 Penalty: 4361.631836
	Iteration 24Q: 3 clusters Score -550793.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -550806.312500 Penalty: 4361.631836
	Iteration 25Q: 3 clusters Score -550806.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -550821.687500 Penalty: 4361.631836
	Iteration 26Q: 3 clusters Score -550821.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -550837.750000 Penalty: 4361.631836
	Iteration 27Q: 3 clusters Score -550837.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -550855.562500 Penalty: 4361.631836
	Iteration 28Q: 3 clusters Score -550855.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -550867.437500 Penalty: 4361.631836
	Iteration 29Q: 3 clusters Score -550867.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -550884.625000 Penalty: 4361.631836
	Iteration 30Q: 3 clusters Score -550884.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -550903.187500 Penalty: 4361.631836
	Iteration 31Q: 3 clusters Score -550903.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -550925.437500 Penalty: 4361.631836
	Iteration 32Q: 3 clusters Score -550925.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -550946.687500 Penalty: 4361.631836
	Iteration 33Q: 3 clusters Score -550946.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -550971.625000 Penalty: 4361.631836
	Iteration 34Q: 3 clusters Score -550971.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -550992.375000 Penalty: 4361.631836
	Iteration 35Q: 3 clusters Score -550992.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -551024.250000 Penalty: 4361.631836
	Iteration 36Q: 3 clusters Score -551024.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -551052.812500 Penalty: 4361.631836
	Iteration 37Q: 3 clusters Score -551052.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -551086.500000 Penalty: 4361.631836
	Iteration 38Q: 3 clusters Score -551086.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -551126.937500 Penalty: 4361.631836
	Iteration 39Q: 3 clusters Score -551126.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -551172.750000 Penalty: 4361.631836
	Iteration 40F: 3 clusters Score -551172.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -551227.250000 Penalty: 4361.631836
	Iteration 41Q: 3 clusters Score -551227.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -551270.750000 Penalty: 4361.631836
	Iteration 42Q: 3 clusters Score -551270.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -551317.375000 Penalty: 4361.631836
	Iteration 43Q: 3 clusters Score -551317.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -551362.437500 Penalty: 4361.631836
	Iteration 44Q: 3 clusters Score -551362.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -551422.937500 Penalty: 4361.631836
	Iteration 45Q: 3 clusters Score -551422.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -551486.500000 Penalty: 4361.631836
	Iteration 46Q: 3 clusters Score -551486.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -551556.250000 Penalty: 4361.631836
	Iteration 47Q: 3 clusters Score -551556.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -551620.937500 Penalty: 4361.631836
	Iteration 48Q: 3 clusters Score -551620.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -551684.937500 Penalty: 4361.631836
	Iteration 49Q: 3 clusters Score -551684.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -551749.187500 Penalty: 4361.631836
	Iteration 50Q: 3 clusters Score -551749.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -551819.562500 Penalty: 4361.631836
	Iteration 51Q: 3 clusters Score -551819.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -551874.375000 Penalty: 4361.631836
	Iteration 52Q: 3 clusters Score -551874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -551925.625000 Penalty: 4361.631836
	Iteration 53Q: 3 clusters Score -551925.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -551972.812500 Penalty: 4361.631836
	Iteration 54Q: 3 clusters Score -551972.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -552007.625000 Penalty: 4361.631836
	Iteration 55Q: 3 clusters Score -552007.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -552036.437500 Penalty: 4361.631836
	Iteration 56Q: 3 clusters Score -552036.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -552072.062500 Penalty: 4361.631836
	Iteration 57Q: 3 clusters Score -552072.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -552104.312500 Penalty: 4361.631836
	Iteration 58Q: 3 clusters Score -552104.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -552124.750000 Penalty: 4361.631836
	Iteration 59Q: 3 clusters Score -552124.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -552140.750000 Penalty: 4361.631836
	Iteration 60F: 3 clusters Score -552140.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -552161.312500 Penalty: 4361.631836
	Iteration 61Q: 3 clusters Score -552161.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -552174.625000 Penalty: 4361.631836
	Iteration 62Q: 3 clusters Score -552174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -552181.937500 Penalty: 4361.631836
	Iteration 63Q: 3 clusters Score -552181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -552192.187500 Penalty: 4361.631836
	Iteration 64Q: 3 clusters Score -552192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -552205.000000 Penalty: 4361.631836
	Iteration 65Q: 3 clusters Score -552205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -552211.687500 Penalty: 4361.631836
	Iteration 66Q: 3 clusters Score -552211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -552219.937500 Penalty: 4361.631836
	Iteration 67Q: 3 clusters Score -552219.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -552227.812500 Penalty: 4361.631836
	Iteration 68Q: 3 clusters Score -552227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -552234.625000 Penalty: 4361.631836
	Iteration 69Q: 3 clusters Score -552234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -552241.000000 Penalty: 4361.631836
	Iteration 70Q: 3 clusters Score -552241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -552241.187500 Penalty: 4361.631836
	Iteration 71Q: 3 clusters Score -552241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -552243.125000 Penalty: 4361.631836
	Iteration 72Q: 3 clusters Score -552243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -552243.125000 Penalty: 4361.631836
	Iteration 73F: 3 clusters Score -552243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Entering Unmasked Estep 
Score: -2398487.750000 Penalty: 2538.115479
	Iteration 0F: 2 clusters Score -2398488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2379308.500000 Penalty: 5076.230957
	Iteration 0F: 3 clusters Score -2379308 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2386126.500000 Penalty: 5076.230957
	Iteration 1F: 3 clusters Score -2386126 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2386582.000000 Penalty: 5076.230957
	Iteration 2Q: 3 clusters Score -2386582 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2386982.250000 Penalty: 5076.230957
	Iteration 3Q: 3 clusters Score -2386982 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2387402.750000 Penalty: 5076.230957
	Iteration 4Q: 3 clusters Score -2387403 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2387836.750000 Penalty: 5076.230957
	Iteration 5Q: 3 clusters Score -2387837 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2388292.750000 Penalty: 5076.230957
	Iteration 6Q: 3 clusters Score -2388293 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2388853.500000 Penalty: 5076.230957
	Iteration 7Q: 3 clusters Score -2388854 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2389446.750000 Penalty: 5076.230957
	Iteration 8Q: 3 clusters Score -2389447 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2390102.000000 Penalty: 5076.230957
	Iteration 9Q: 3 clusters Score -2390102 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2390812.250000 Penalty: 5076.230957
	Iteration 10Q: 3 clusters Score -2390812 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2391558.000000 Penalty: 5076.230957
	Iteration 11Q: 3 clusters Score -2391558 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2392269.250000 Penalty: 5076.230957
	Iteration 12Q: 3 clusters Score -2392269 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2392872.000000 Penalty: 5076.230957
	Iteration 13Q: 3 clusters Score -2392872 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2393348.000000 Penalty: 5076.230957
	Iteration 14Q: 3 clusters Score -2393348 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2393699.000000 Penalty: 5076.230957
	Iteration 15Q: 3 clusters Score -2393699 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2394005.500000 Penalty: 5076.230957
	Iteration 16Q: 3 clusters Score -2394006 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2394276.000000 Penalty: 5076.230957
	Iteration 17Q: 3 clusters Score -2394276 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2394485.500000 Penalty: 5076.230957
	Iteration 18Q: 3 clusters Score -2394486 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2394697.000000 Penalty: 5076.230957
	Iteration 19Q: 3 clusters Score -2394697 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2394881.250000 Penalty: 5076.230957
	Iteration 20F: 3 clusters Score -2394881 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2395058.500000 Penalty: 5076.230957
	Iteration 21Q: 3 clusters Score -2395058 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2395235.000000 Penalty: 5076.230957
	Iteration 22Q: 3 clusters Score -2395235 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2395431.500000 Penalty: 5076.230957
	Iteration 23Q: 3 clusters Score -2395432 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2395615.250000 Penalty: 5076.230957
	Iteration 24Q: 3 clusters Score -2395615 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -2395803.500000 Penalty: 5076.230957
	Iteration 25Q: 3 clusters Score -2395804 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -2396005.750000 Penalty: 5076.230957
	Iteration 26Q: 3 clusters Score -2396006 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2396189.000000 Penalty: 5076.230957
	Iteration 27Q: 3 clusters Score -2396189 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2396333.750000 Penalty: 5076.230957
	Iteration 28Q: 3 clusters Score -2396334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -2396448.000000 Penalty: 5076.230957
	Iteration 29Q: 3 clusters Score -2396448 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -2396514.250000 Penalty: 5076.230957
	Iteration 30Q: 3 clusters Score -2396514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2396554.000000 Penalty: 5076.230957
	Iteration 31Q: 3 clusters Score -2396554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -2396576.000000 Penalty: 5076.230957
	Iteration 32Q: 3 clusters Score -2396576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -2396593.500000 Penalty: 5076.230957
	Iteration 33Q: 3 clusters Score -2396594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2396614.250000 Penalty: 5076.230957
	Iteration 34Q: 3 clusters Score -2396614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2396621.750000 Penalty: 5076.230957
	Iteration 35Q: 3 clusters Score -2396622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -2396626.250000 Penalty: 5076.230957
	Iteration 36Q: 3 clusters Score -2396626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -2396641.750000 Penalty: 5076.230957
	Iteration 37Q: 3 clusters Score -2396642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -2396650.250000 Penalty: 5076.230957
	Iteration 38Q: 3 clusters Score -2396650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -2396661.500000 Penalty: 5076.230957
	Iteration 39Q: 3 clusters Score -2396662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -2396669.500000 Penalty: 5076.230957
	Iteration 40F: 3 clusters Score -2396670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -2396678.250000 Penalty: 5076.230957
	Iteration 41Q: 3 clusters Score -2396678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -2396685.500000 Penalty: 5076.230957
	Iteration 42Q: 3 clusters Score -2396686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2396689.750000 Penalty: 5076.230957
	Iteration 43Q: 3 clusters Score -2396690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2396697.250000 Penalty: 5076.230957
	Iteration 44Q: 3 clusters Score -2396697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -2396705.750000 Penalty: 5076.230957
	Iteration 45Q: 3 clusters Score -2396706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2396711.250000 Penalty: 5076.230957
	Iteration 46Q: 3 clusters Score -2396711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2396717.000000 Penalty: 5076.230957
	Iteration 47Q: 3 clusters Score -2396717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2396722.500000 Penalty: 5076.230957
	Iteration 48Q: 3 clusters Score -2396722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2396724.500000 Penalty: 5076.230957
	Iteration 49Q: 3 clusters Score -2396724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2396734.500000 Penalty: 5076.230957
	Iteration 50Q: 3 clusters Score -2396734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2396727.000000 Penalty: 5076.230957
	Iteration 51Q: 3 clusters Score -2396727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2396732.750000 Penalty: 5076.230957
	Iteration 52Q: 3 clusters Score -2396733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2396732.000000 Penalty: 5076.230957
	Iteration 53Q: 3 clusters Score -2396732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2396739.500000 Penalty: 5076.230957
	Iteration 54Q: 3 clusters Score -2396740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2396740.000000 Penalty: 5076.230957
	Iteration 55Q: 3 clusters Score -2396740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2396742.250000 Penalty: 5076.230957
	Iteration 56Q: 3 clusters Score -2396742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2396743.500000 Penalty: 5076.230957
	Iteration 57Q: 3 clusters Score -2396744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -2396747.500000 Penalty: 5076.230957
	Iteration 58Q: 3 clusters Score -2396748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2396743.250000 Penalty: 5076.230957
	Iteration 59Q: 3 clusters Score -2396743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2396746.000000 Penalty: 5076.230957
	Iteration 60F: 3 clusters Score -2396746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2396747.750000 Penalty: 5076.230957
	Iteration 61Q: 3 clusters Score -2396748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -2396747.500000 Penalty: 5076.230957
	Iteration 62Q: 3 clusters Score -2396748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2396747.500000 Penalty: 5076.230957
	Iteration 63Q: 3 clusters Score -2396748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2396746.750000 Penalty: 5076.230957
	Iteration 64Q: 3 clusters Score -2396747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2396746.750000 Penalty: 5076.230957
	Iteration 65F: 3 clusters Score -2396747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Entering Unmasked Estep 
Score: -1110724.875000 Penalty: 2348.677002
	Iteration 0F: 2 clusters Score -1110725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1101057.500000 Penalty: 4697.354004
	Iteration 0F: 3 clusters Score -1101058 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1104184.375000 Penalty: 4697.354004
	Iteration 1F: 3 clusters Score -1104184 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1104659.625000 Penalty: 4697.354004
	Iteration 2F: 3 clusters Score -1104660 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1105114.625000 Penalty: 4697.354004
	Iteration 3F: 3 clusters Score -1105115 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1105571.875000 Penalty: 4697.354004
	Iteration 4F: 3 clusters Score -1105572 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1106126.750000 Penalty: 4697.354004
	Iteration 5F: 3 clusters Score -1106127 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1106745.375000 Penalty: 4697.354004
	Iteration 6F: 3 clusters Score -1106745 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1107330.750000 Penalty: 4697.354004
	Iteration 7F: 3 clusters Score -1107331 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1107804.375000 Penalty: 4697.354004
	Iteration 8F: 3 clusters Score -1107804 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1108112.875000 Penalty: 4697.354004
	Iteration 9Q: 3 clusters Score -1108113 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1108271.750000 Penalty: 4697.354004
	Iteration 10Q: 3 clusters Score -1108272 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1108395.750000 Penalty: 4697.354004
	Iteration 11Q: 3 clusters Score -1108396 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1108497.000000 Penalty: 4697.354004
	Iteration 12Q: 3 clusters Score -1108497 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1108571.625000 Penalty: 4697.354004
	Iteration 13Q: 3 clusters Score -1108572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1108632.250000 Penalty: 4697.354004
	Iteration 14Q: 3 clusters Score -1108632 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1108689.125000 Penalty: 4697.354004
	Iteration 15Q: 3 clusters Score -1108689 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1108753.250000 Penalty: 4697.354004
	Iteration 16Q: 3 clusters Score -1108753 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1108829.875000 Penalty: 4697.354004
	Iteration 17Q: 3 clusters Score -1108830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1108906.625000 Penalty: 4697.354004
	Iteration 18Q: 3 clusters Score -1108907 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1109002.000000 Penalty: 4697.354004
	Iteration 19Q: 3 clusters Score -1109002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1109157.125000 Penalty: 4697.354004
	Iteration 20F: 3 clusters Score -1109157 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1109412.875000 Penalty: 4697.354004
	Iteration 21Q: 3 clusters Score -1109413 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1109718.500000 Penalty: 4697.354004
	Iteration 22Q: 3 clusters Score -1109718 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1109946.000000 Penalty: 4697.354004
	Iteration 23Q: 3 clusters Score -1109946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1110072.875000 Penalty: 4697.354004
	Iteration 24Q: 3 clusters Score -1110073 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1110138.125000 Penalty: 4697.354004
	Iteration 25Q: 3 clusters Score -1110138 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1110168.000000 Penalty: 4697.354004
	Iteration 26Q: 3 clusters Score -1110168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1110197.500000 Penalty: 4697.354004
	Iteration 27Q: 3 clusters Score -1110198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1110206.000000 Penalty: 4697.354004
	Iteration 28Q: 3 clusters Score -1110206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1110212.750000 Penalty: 4697.354004
	Iteration 29Q: 3 clusters Score -1110213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1110215.875000 Penalty: 4697.354004
	Iteration 30Q: 3 clusters Score -1110216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1110224.250000 Penalty: 4697.354004
	Iteration 31Q: 3 clusters Score -1110224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1110225.750000 Penalty: 4697.354004
	Iteration 32Q: 3 clusters Score -1110226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1110233.250000 Penalty: 4697.354004
	Iteration 33Q: 3 clusters Score -1110233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1110235.125000 Penalty: 4697.354004
	Iteration 34Q: 3 clusters Score -1110235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1110237.750000 Penalty: 4697.354004
	Iteration 35Q: 3 clusters Score -1110238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1110241.125000 Penalty: 4697.354004
	Iteration 36Q: 3 clusters Score -1110241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1110241.500000 Penalty: 4697.354004
	Iteration 37Q: 3 clusters Score -1110242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1110241.750000 Penalty: 4697.354004
	Iteration 38Q: 3 clusters Score -1110242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1110244.500000 Penalty: 4697.354004
	Iteration 39Q: 3 clusters Score -1110244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1110244.125000 Penalty: 4697.354004
	Iteration 40F: 3 clusters Score -1110244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1110246.250000 Penalty: 4697.354004
	Iteration 41Q: 3 clusters Score -1110246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1110245.250000 Penalty: 4697.354004
	Iteration 42Q: 3 clusters Score -1110245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1110245.250000 Penalty: 4697.354004
	Iteration 43F: 3 clusters Score -1110245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Entering Unmasked Estep 
Score: -253560.187500 Penalty: 1990.490112
	Iteration 0F: 2 clusters Score -253560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -250283.703125 Penalty: 3980.980225
	Iteration 0F: 3 clusters Score -250283.7 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -250985.890625 Penalty: 3980.980225
	Iteration 1F: 3 clusters Score -250985.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -251176.421875 Penalty: 3980.980225
	Iteration 2F: 3 clusters Score -251176.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -251301.562500 Penalty: 3980.980225
	Iteration 3F: 3 clusters Score -251301.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -251408.703125 Penalty: 3980.980225
	Iteration 4Q: 3 clusters Score -251408.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -251500.812500 Penalty: 3980.980225
	Iteration 5Q: 3 clusters Score -251500.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -251606.546875 Penalty: 3980.980225
	Iteration 6Q: 3 clusters Score -251606.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -251728.984375 Penalty: 3980.980225
	Iteration 7Q: 3 clusters Score -251729 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -251879.484375 Penalty: 3980.980225
	Iteration 8Q: 3 clusters Score -251879.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -252023.296875 Penalty: 3980.980225
	Iteration 9Q: 3 clusters Score -252023.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -252159.593750 Penalty: 3980.980225
	Iteration 10Q: 3 clusters Score -252159.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -252255.015625 Penalty: 3980.980225
	Iteration 11Q: 3 clusters Score -252255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -252310.734375 Penalty: 3980.980225
	Iteration 12Q: 3 clusters Score -252310.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -252357.140625 Penalty: 3980.980225
	Iteration 13Q: 3 clusters Score -252357.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252384.703125 Penalty: 3980.980225
	Iteration 14Q: 3 clusters Score -252384.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -252407.265625 Penalty: 3980.980225
	Iteration 15Q: 3 clusters Score -252407.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -252421.812500 Penalty: 3980.980225
	Iteration 16Q: 3 clusters Score -252421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252431.421875 Penalty: 3980.980225
	Iteration 17Q: 3 clusters Score -252431.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -252440.500000 Penalty: 3980.980225
	Iteration 18Q: 3 clusters Score -252440.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252443.796875 Penalty: 3980.980225
	Iteration 19Q: 3 clusters Score -252443.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252444.546875 Penalty: 3980.980225
	Iteration 20F: 3 clusters Score -252444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -252445.156250 Penalty: 3980.980225
	Iteration 21Q: 3 clusters Score -252445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252445.359375 Penalty: 3980.980225
	Iteration 22Q: 3 clusters Score -252445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252445.359375 Penalty: 3980.980225
	Iteration 23F: 3 clusters Score -252445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -373193.812500 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -373193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -369029.187500 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -369029.2 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -369986.468750 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -369986.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -370170.937500 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -370170.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -370307.968750 Penalty: 4165.611328
	Iteration 3Q: 3 clusters Score -370308 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -370429.718750 Penalty: 4165.611328
	Iteration 4Q: 3 clusters Score -370429.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -370560.468750 Penalty: 4165.611328
	Iteration 5Q: 3 clusters Score -370560.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -370682.000000 Penalty: 4165.611328
	Iteration 6Q: 3 clusters Score -370682 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -370819.375000 Penalty: 4165.611328
	Iteration 7Q: 3 clusters Score -370819.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -370918.781250 Penalty: 4165.611328
	Iteration 8Q: 3 clusters Score -370918.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -371013.218750 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -371013.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -371090.687500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -371090.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -371160.781250 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -371160.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -371220.625000 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -371220.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -371268.406250 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -371268.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -371310.375000 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -371310.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -371338.281250 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -371338.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -371362.781250 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -371362.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -371374.968750 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -371375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -371398.375000 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -371398.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -371410.718750 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -371410.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -371422.843750 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -371422.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -371433.718750 Penalty: 4165.611328
	Iteration 21Q: 3 clusters Score -371433.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -371442.187500 Penalty: 4165.611328
	Iteration 22Q: 3 clusters Score -371442.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -371453.156250 Penalty: 4165.611328
	Iteration 23Q: 3 clusters Score -371453.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -371465.718750 Penalty: 4165.611328
	Iteration 24Q: 3 clusters Score -371465.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -371473.156250 Penalty: 4165.611328
	Iteration 25Q: 3 clusters Score -371473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -371478.375000 Penalty: 4165.611328
	Iteration 26Q: 3 clusters Score -371478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -371483.031250 Penalty: 4165.611328
	Iteration 27Q: 3 clusters Score -371483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -371487.562500 Penalty: 4165.611328
	Iteration 28Q: 3 clusters Score -371487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -371488.406250 Penalty: 4165.611328
	Iteration 29Q: 3 clusters Score -371488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -371488.656250 Penalty: 4165.611328
	Iteration 30Q: 3 clusters Score -371488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -371489.000000 Penalty: 4165.611328
	Iteration 31Q: 3 clusters Score -371489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -371489.000000 Penalty: 4165.611328
	Iteration 32F: 3 clusters Score -371489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -358579.343750 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -358579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -354477.000000 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -354477 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -355376.125000 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -355376.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -355615.750000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -355615.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -355790.625000 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -355790.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -355936.562500 Penalty: 4151.676758
	Iteration 4Q: 3 clusters Score -355936.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -356099.625000 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -356099.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -356293.281250 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -356293.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -356493.250000 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -356493.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -356679.125000 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -356679.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -356798.031250 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -356798 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -356894.687500 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -356894.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -356977.937500 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -356977.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -357035.031250 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -357035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -357081.937500 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -357081.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -357112.968750 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -357113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -357131.750000 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -357131.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -357146.750000 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -357146.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -357160.500000 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -357160.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -357169.062500 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -357169.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -357174.750000 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -357174.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -357180.625000 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -357180.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -357186.500000 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -357186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -357191.468750 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -357191.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -357192.500000 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -357192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -357194.562500 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -357194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -357195.843750 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -357195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -357197.218750 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -357197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -357199.375000 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -357199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -357200.875000 Penalty: 4151.676758
	Iteration 28Q: 3 clusters Score -357200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -357201.031250 Penalty: 4151.676758
	Iteration 29Q: 3 clusters Score -357201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -357201.031250 Penalty: 4151.676758
	Iteration 30F: 3 clusters Score -357201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -394856.375000 Penalty: 2148.729736
	Iteration 0F: 2 clusters Score -394856.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -389902.937500 Penalty: 4297.459473
	Iteration 0F: 3 clusters Score -389902.9 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -391892.125000 Penalty: 4297.459473
	Iteration 1F: 3 clusters Score -391892.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -392780.687500 Penalty: 4297.459473
	Iteration 2F: 3 clusters Score -392780.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -393411.750000 Penalty: 4297.459473
	Iteration 3F: 3 clusters Score -393411.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -393755.906250 Penalty: 4297.459473
	Iteration 4F: 3 clusters Score -393755.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -393923.406250 Penalty: 4297.459473
	Iteration 5Q: 3 clusters Score -393923.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -394024.812500 Penalty: 4297.459473
	Iteration 6Q: 3 clusters Score -394024.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -394093.593750 Penalty: 4297.459473
	Iteration 7Q: 3 clusters Score -394093.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -394149.500000 Penalty: 4297.459473
	Iteration 8Q: 3 clusters Score -394149.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -394203.156250 Penalty: 4297.459473
	Iteration 9Q: 3 clusters Score -394203.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -394245.031250 Penalty: 4297.459473
	Iteration 10Q: 3 clusters Score -394245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -394274.531250 Penalty: 4297.459473
	Iteration 11Q: 3 clusters Score -394274.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -394300.062500 Penalty: 4297.459473
	Iteration 12Q: 3 clusters Score -394300.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -394326.156250 Penalty: 4297.459473
	Iteration 13Q: 3 clusters Score -394326.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -394350.312500 Penalty: 4297.459473
	Iteration 14Q: 3 clusters Score -394350.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -394379.500000 Penalty: 4297.459473
	Iteration 15Q: 3 clusters Score -394379.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -394415.031250 Penalty: 4297.459473
	Iteration 16Q: 3 clusters Score -394415 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -394447.031250 Penalty: 4297.459473
	Iteration 17Q: 3 clusters Score -394447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -394474.218750 Penalty: 4297.459473
	Iteration 18Q: 3 clusters Score -394474.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -394496.187500 Penalty: 4297.459473
	Iteration 19Q: 3 clusters Score -394496.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -394511.750000 Penalty: 4297.459473
	Iteration 20F: 3 clusters Score -394511.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -394523.000000 Penalty: 4297.459473
	Iteration 21Q: 3 clusters Score -394523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -394529.156250 Penalty: 4297.459473
	Iteration 22Q: 3 clusters Score -394529.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -394535.375000 Penalty: 4297.459473
	Iteration 23Q: 3 clusters Score -394535.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -394540.750000 Penalty: 4297.459473
	Iteration 24Q: 3 clusters Score -394540.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -394547.156250 Penalty: 4297.459473
	Iteration 25Q: 3 clusters Score -394547.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -394551.437500 Penalty: 4297.459473
	Iteration 26Q: 3 clusters Score -394551.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -394554.093750 Penalty: 4297.459473
	Iteration 27Q: 3 clusters Score -394554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -394559.062500 Penalty: 4297.459473
	Iteration 28Q: 3 clusters Score -394559.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -394561.687500 Penalty: 4297.459473
	Iteration 29Q: 3 clusters Score -394561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -394564.687500 Penalty: 4297.459473
	Iteration 30Q: 3 clusters Score -394564.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -394567.281250 Penalty: 4297.459473
	Iteration 31Q: 3 clusters Score -394567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -394569.125000 Penalty: 4297.459473
	Iteration 32Q: 3 clusters Score -394569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -394570.281250 Penalty: 4297.459473
	Iteration 33Q: 3 clusters Score -394570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -394571.000000 Penalty: 4297.459473
	Iteration 34Q: 3 clusters Score -394571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -394571.656250 Penalty: 4297.459473
	Iteration 35Q: 3 clusters Score -394571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -394573.375000 Penalty: 4297.459473
	Iteration 36Q: 3 clusters Score -394573.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -394573.343750 Penalty: 4297.459473
	Iteration 37Q: 3 clusters Score -394573.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -394573.593750 Penalty: 4297.459473
	Iteration 38Q: 3 clusters Score -394573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -394573.593750 Penalty: 4297.459473
	Iteration 39F: 3 clusters Score -394573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (327626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327626 members 
Entering Unmasked Estep 
Score: -28930800.000000 Penalty: 3149.507812
	Iteration 0F: 2 clusters Score -2.89308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 163843 members 
Entering Unmasked Estep 
Score: -28711088.000000 Penalty: 6299.015625
	Iteration 0F: 3 clusters Score -2.871109e+07 nChanged 158860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164465 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -28804368.000000 Penalty: 6299.015625
	Iteration 1F: 3 clusters Score -2.880437e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165718 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
Score: -28805956.000000 Penalty: 6299.015625
	Iteration 2Q: 3 clusters Score -2.880596e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167970 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -28808494.000000 Penalty: 6299.015625
	Iteration 3Q: 3 clusters Score -2.880849e+07 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171706 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -28812556.000000 Penalty: 6299.015625
	Iteration 4Q: 3 clusters Score -2.881256e+07 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177587 members 
Mstep: Class 2 contains 150039 members 
Entering Unmasked Estep 
Score: -28818498.000000 Penalty: 6299.015625
	Iteration 5Q: 3 clusters Score -2.88185e+07 nChanged 17428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185727 members 
Mstep: Class 2 contains 141899 members 
Entering Unmasked Estep 
Score: -28826360.000000 Penalty: 6299.015625
	Iteration 6F: 3 clusters Score -2.882636e+07 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195776 members 
Mstep: Class 2 contains 131850 members 
Entering Unmasked Estep 
Score: -28835736.000000 Penalty: 6299.015625
	Iteration 7F: 3 clusters Score -2.883574e+07 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206935 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -28845546.000000 Penalty: 6299.015625
	Iteration 8F: 3 clusters Score -2.884555e+07 nChanged 18389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218540 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -28854444.000000 Penalty: 6299.015625
	Iteration 9F: 3 clusters Score -2.885444e+07 nChanged 16191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230317 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -28861938.000000 Penalty: 6299.015625
	Iteration 10Q: 3 clusters Score -2.886194e+07 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242169 members 
Mstep: Class 2 contains 85457 members 
Entering Unmasked Estep 
Score: -28869062.000000 Penalty: 6299.015625
	Iteration 11Q: 3 clusters Score -2.886906e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254333 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -28876382.000000 Penalty: 6299.015625
	Iteration 12Q: 3 clusters Score -2.887638e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266419 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -28885008.000000 Penalty: 6299.015625
	Iteration 13Q: 3 clusters Score -2.888501e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277523 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -28894392.000000 Penalty: 6299.015625
	Iteration 14Q: 3 clusters Score -2.889439e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286953 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -28903726.000000 Penalty: 6299.015625
	Iteration 15Q: 3 clusters Score -2.890373e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293642 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -28910700.000000 Penalty: 6299.015625
	Iteration 16Q: 3 clusters Score -2.89107e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297709 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -28915064.000000 Penalty: 6299.015625
	Iteration 17Q: 3 clusters Score -2.891506e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300611 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -28917660.000000 Penalty: 6299.015625
	Iteration 18Q: 3 clusters Score -2.891766e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303120 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -28919066.000000 Penalty: 6299.015625
	Iteration 19Q: 3 clusters Score -2.891907e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305465 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -28920002.000000 Penalty: 6299.015625
	Iteration 20F: 3 clusters Score -2.892e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307721 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -28920990.000000 Penalty: 6299.015625
	Iteration 21Q: 3 clusters Score -2.892099e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309824 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -28921800.000000 Penalty: 6299.015625
	Iteration 22Q: 3 clusters Score -2.89218e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311746 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -28922606.000000 Penalty: 6299.015625
	Iteration 23Q: 3 clusters Score -2.892261e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313488 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -28923312.000000 Penalty: 6299.015625
	Iteration 24Q: 3 clusters Score -2.892331e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315050 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -28923868.000000 Penalty: 6299.015625
	Iteration 25Q: 3 clusters Score -2.892387e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316525 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -28924400.000000 Penalty: 6299.015625
	Iteration 26Q: 3 clusters Score -2.89244e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317872 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -28924870.000000 Penalty: 6299.015625
	Iteration 27Q: 3 clusters Score -2.892487e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319074 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -28925354.000000 Penalty: 6299.015625
	Iteration 28Q: 3 clusters Score -2.892535e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320130 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -28925890.000000 Penalty: 6299.015625
	Iteration 29Q: 3 clusters Score -2.892589e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321061 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -28926240.000000 Penalty: 6299.015625
	Iteration 30Q: 3 clusters Score -2.892624e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321875 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -28926528.000000 Penalty: 6299.015625
	Iteration 31Q: 3 clusters Score -2.892653e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322583 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -28926766.000000 Penalty: 6299.015625
	Iteration 32Q: 3 clusters Score -2.892677e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323190 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -28927046.000000 Penalty: 6299.015625
	Iteration 33Q: 3 clusters Score -2.892705e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323697 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -28927116.000000 Penalty: 6299.015625
	Iteration 34Q: 3 clusters Score -2.892712e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324125 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -28927342.000000 Penalty: 6299.015625
	Iteration 35Q: 3 clusters Score -2.892734e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324478 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -28927468.000000 Penalty: 6299.015625
	Iteration 36Q: 3 clusters Score -2.892747e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324767 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -28927564.000000 Penalty: 6299.015625
	Iteration 37Q: 3 clusters Score -2.892756e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325024 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -28927612.000000 Penalty: 6299.015625
	Iteration 38Q: 3 clusters Score -2.892761e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325260 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -28927720.000000 Penalty: 6299.015625
	Iteration 39Q: 3 clusters Score -2.892772e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325437 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -28927758.000000 Penalty: 6299.015625
	Iteration 40F: 3 clusters Score -2.892776e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325565 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -28927804.000000 Penalty: 6299.015625
	Iteration 41Q: 3 clusters Score -2.89278e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325653 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -28927860.000000 Penalty: 6299.015625
	Iteration 42Q: 3 clusters Score -2.892786e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325744 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -28927888.000000 Penalty: 6299.015625
	Iteration 43Q: 3 clusters Score -2.892789e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325825 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -28927944.000000 Penalty: 6299.015625
	Iteration 44Q: 3 clusters Score -2.892794e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325920 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -28927978.000000 Penalty: 6299.015625
	Iteration 45Q: 3 clusters Score -2.892798e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326000 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -28928008.000000 Penalty: 6299.015625
	Iteration 46Q: 3 clusters Score -2.892801e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326071 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -28928026.000000 Penalty: 6299.015625
	Iteration 47Q: 3 clusters Score -2.892803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326131 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -28928036.000000 Penalty: 6299.015625
	Iteration 48Q: 3 clusters Score -2.892804e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326194 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -28928074.000000 Penalty: 6299.015625
	Iteration 49Q: 3 clusters Score -2.892807e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326251 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -28928064.000000 Penalty: 6299.015625
	Iteration 50Q: 3 clusters Score -2.892806e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326305 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -28928068.000000 Penalty: 6299.015625
	Iteration 51Q: 3 clusters Score -2.892807e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326348 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -28928062.000000 Penalty: 6299.015625
	Iteration 52Q: 3 clusters Score -2.892806e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326388 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -28928104.000000 Penalty: 6299.015625
	Iteration 53Q: 3 clusters Score -2.89281e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -28928102.000000 Penalty: 6299.015625
	Iteration 54Q: 3 clusters Score -2.89281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326434 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -28928094.000000 Penalty: 6299.015625
	Iteration 55Q: 3 clusters Score -2.892809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326453 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -28928088.000000 Penalty: 6299.015625
	Iteration 56Q: 3 clusters Score -2.892809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326463 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -28928086.000000 Penalty: 6299.015625
	Iteration 57Q: 3 clusters Score -2.892809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326478 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -28928106.000000 Penalty: 6299.015625
	Iteration 58Q: 3 clusters Score -2.892811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326490 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -28928120.000000 Penalty: 6299.015625
	Iteration 59Q: 3 clusters Score -2.892812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326502 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -28928132.000000 Penalty: 6299.015625
	Iteration 60F: 3 clusters Score -2.892813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326510 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -28928160.000000 Penalty: 6299.015625
	Iteration 61Q: 3 clusters Score -2.892816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326515 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -28928142.000000 Penalty: 6299.015625
	Iteration 62Q: 3 clusters Score -2.892814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326521 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -28928122.000000 Penalty: 6299.015625
	Iteration 63Q: 3 clusters Score -2.892812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326523 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -28928140.000000 Penalty: 6299.015625
	Iteration 64Q: 3 clusters Score -2.892814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326527 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -28928154.000000 Penalty: 6299.015625
	Iteration 65Q: 3 clusters Score -2.892815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326530 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -28928146.000000 Penalty: 6299.015625
	Iteration 66Q: 3 clusters Score -2.892815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326531 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -28928144.000000 Penalty: 6299.015625
	Iteration 67Q: 3 clusters Score -2.892814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326531 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -28928152.000000 Penalty: 6299.015625
	Iteration 68Q: 3 clusters Score -2.892815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326532 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -28928164.000000 Penalty: 6299.015625
	Iteration 69Q: 3 clusters Score -2.892816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326535 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -28928150.000000 Penalty: 6299.015625
	Iteration 70Q: 3 clusters Score -2.892815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326536 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -28928154.000000 Penalty: 6299.015625
	Iteration 71Q: 3 clusters Score -2.892815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326538 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -28928146.000000 Penalty: 6299.015625
	Iteration 72Q: 3 clusters Score -2.892815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326540 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -28928128.000000 Penalty: 6299.015625
	Iteration 73Q: 3 clusters Score -2.892813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326540 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -28928128.000000 Penalty: 6299.015625
	Iteration 74F: 3 clusters Score -2.892813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Entering Unmasked Estep 
Score: -925188.937500 Penalty: 2296.618408
	Iteration 0F: 2 clusters Score -925188.9 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 5241 members 
Entering Unmasked Estep 
Score: -917156.500000 Penalty: 4593.236816
	Iteration 0F: 3 clusters Score -917156.5 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -919689.750000 Penalty: 4593.236816
	Iteration 1F: 3 clusters Score -919689.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -920095.312500 Penalty: 4593.236816
	Iteration 2F: 3 clusters Score -920095.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -920394.000000 Penalty: 4593.236816
	Iteration 3F: 3 clusters Score -920394 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -920647.187500 Penalty: 4593.236816
	Iteration 4Q: 3 clusters Score -920647.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -920858.000000 Penalty: 4593.236816
	Iteration 5Q: 3 clusters Score -920858 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -921046.625000 Penalty: 4593.236816
	Iteration 6Q: 3 clusters Score -921046.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -921208.562500 Penalty: 4593.236816
	Iteration 7Q: 3 clusters Score -921208.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -921356.750000 Penalty: 4593.236816
	Iteration 8Q: 3 clusters Score -921356.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -921502.687500 Penalty: 4593.236816
	Iteration 9Q: 3 clusters Score -921502.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -921645.312500 Penalty: 4593.236816
	Iteration 10Q: 3 clusters Score -921645.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -921807.000000 Penalty: 4593.236816
	Iteration 11Q: 3 clusters Score -921807 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -922012.750000 Penalty: 4593.236816
	Iteration 12Q: 3 clusters Score -922012.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -922261.000000 Penalty: 4593.236816
	Iteration 13Q: 3 clusters Score -922261 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -922533.250000 Penalty: 4593.236816
	Iteration 14Q: 3 clusters Score -922533.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -922795.937500 Penalty: 4593.236816
	Iteration 15Q: 3 clusters Score -922795.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -923022.437500 Penalty: 4593.236816
	Iteration 16Q: 3 clusters Score -923022.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -923211.312500 Penalty: 4593.236816
	Iteration 17Q: 3 clusters Score -923211.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -923329.625000 Penalty: 4593.236816
	Iteration 18Q: 3 clusters Score -923329.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -923390.625000 Penalty: 4593.236816
	Iteration 19Q: 3 clusters Score -923390.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -923428.312500 Penalty: 4593.236816
	Iteration 20F: 3 clusters Score -923428.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -923447.250000 Penalty: 4593.236816
	Iteration 21Q: 3 clusters Score -923447.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -923467.562500 Penalty: 4593.236816
	Iteration 22Q: 3 clusters Score -923467.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -923478.562500 Penalty: 4593.236816
	Iteration 23Q: 3 clusters Score -923478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -923483.312500 Penalty: 4593.236816
	Iteration 24Q: 3 clusters Score -923483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -923487.750000 Penalty: 4593.236816
	Iteration 25Q: 3 clusters Score -923487.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -923489.250000 Penalty: 4593.236816
	Iteration 26Q: 3 clusters Score -923489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -923492.375000 Penalty: 4593.236816
	Iteration 27Q: 3 clusters Score -923492.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -923495.812500 Penalty: 4593.236816
	Iteration 28Q: 3 clusters Score -923495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -923497.750000 Penalty: 4593.236816
	Iteration 29Q: 3 clusters Score -923497.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -923495.687500 Penalty: 4593.236816
	Iteration 30Q: 3 clusters Score -923495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -923496.875000 Penalty: 4593.236816
	Iteration 31Q: 3 clusters Score -923496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -923497.187500 Penalty: 4593.236816
	Iteration 32Q: 3 clusters Score -923497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -923497.187500 Penalty: 4593.236816
	Iteration 33F: 3 clusters Score -923497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Entering Unmasked Estep 
Score: -1122995.750000 Penalty: 2367.644775
	Iteration 0F: 2 clusters Score -1122996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1112774.875000 Penalty: 4735.289551
	Iteration 0F: 3 clusters Score -1112775 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1116368.750000 Penalty: 4735.289551
	Iteration 1F: 3 clusters Score -1116369 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1117138.375000 Penalty: 4735.289551
	Iteration 2F: 3 clusters Score -1117138 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1117949.500000 Penalty: 4735.289551
	Iteration 3F: 3 clusters Score -1117950 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1118829.125000 Penalty: 4735.289551
	Iteration 4F: 3 clusters Score -1118829 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1119803.375000 Penalty: 4735.289551
	Iteration 5F: 3 clusters Score -1119803 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1120550.000000 Penalty: 4735.289551
	Iteration 6F: 3 clusters Score -1120550 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1121054.500000 Penalty: 4735.289551
	Iteration 7Q: 3 clusters Score -1121054 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1121351.625000 Penalty: 4735.289551
	Iteration 8Q: 3 clusters Score -1121352 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1121541.500000 Penalty: 4735.289551
	Iteration 9Q: 3 clusters Score -1121542 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1121684.750000 Penalty: 4735.289551
	Iteration 10Q: 3 clusters Score -1121685 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1121777.625000 Penalty: 4735.289551
	Iteration 11Q: 3 clusters Score -1121778 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1121832.375000 Penalty: 4735.289551
	Iteration 12Q: 3 clusters Score -1121832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1121869.500000 Penalty: 4735.289551
	Iteration 13Q: 3 clusters Score -1121870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1121907.125000 Penalty: 4735.289551
	Iteration 14Q: 3 clusters Score -1121907 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1121936.500000 Penalty: 4735.289551
	Iteration 15Q: 3 clusters Score -1121936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1121960.500000 Penalty: 4735.289551
	Iteration 16Q: 3 clusters Score -1121960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1121979.000000 Penalty: 4735.289551
	Iteration 17Q: 3 clusters Score -1121979 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1121998.875000 Penalty: 4735.289551
	Iteration 18Q: 3 clusters Score -1121999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1122010.750000 Penalty: 4735.289551
	Iteration 19Q: 3 clusters Score -1122011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1122021.750000 Penalty: 4735.289551
	Iteration 20F: 3 clusters Score -1122022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1122031.000000 Penalty: 4735.289551
	Iteration 21Q: 3 clusters Score -1122031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1122033.625000 Penalty: 4735.289551
	Iteration 22Q: 3 clusters Score -1122034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1122040.625000 Penalty: 4735.289551
	Iteration 23Q: 3 clusters Score -1122041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1122040.375000 Penalty: 4735.289551
	Iteration 24Q: 3 clusters Score -1122040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1122042.250000 Penalty: 4735.289551
	Iteration 25Q: 3 clusters Score -1122042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1122040.875000 Penalty: 4735.289551
	Iteration 26Q: 3 clusters Score -1122041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1122045.500000 Penalty: 4735.289551
	Iteration 27Q: 3 clusters Score -1122046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1122044.875000 Penalty: 4735.289551
	Iteration 28Q: 3 clusters Score -1122045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1122047.125000 Penalty: 4735.289551
	Iteration 29Q: 3 clusters Score -1122047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1122049.750000 Penalty: 4735.289551
	Iteration 30Q: 3 clusters Score -1122050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1122048.625000 Penalty: 4735.289551
	Iteration 31Q: 3 clusters Score -1122049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1122051.625000 Penalty: 4735.289551
	Iteration 32Q: 3 clusters Score -1122052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1122058.125000 Penalty: 4735.289551
	Iteration 33Q: 3 clusters Score -1122058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1122057.125000 Penalty: 4735.289551
	Iteration 34Q: 3 clusters Score -1122057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1122057.875000 Penalty: 4735.289551
	Iteration 35Q: 3 clusters Score -1122058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1122061.125000 Penalty: 4735.289551
	Iteration 36Q: 3 clusters Score -1122061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1122064.250000 Penalty: 4735.289551
	Iteration 37Q: 3 clusters Score -1122064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1122066.000000 Penalty: 4735.289551
	Iteration 38Q: 3 clusters Score -1122066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1122070.000000 Penalty: 4735.289551
	Iteration 39Q: 3 clusters Score -1122070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1122070.875000 Penalty: 4735.289551
	Iteration 40F: 3 clusters Score -1122071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1122069.500000 Penalty: 4735.289551
	Iteration 41Q: 3 clusters Score -1122070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1122070.750000 Penalty: 4735.289551
	Iteration 42Q: 3 clusters Score -1122071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1122073.875000 Penalty: 4735.289551
	Iteration 43Q: 3 clusters Score -1122074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1122073.375000 Penalty: 4735.289551
	Iteration 44Q: 3 clusters Score -1122073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1122077.750000 Penalty: 4735.289551
	Iteration 45Q: 3 clusters Score -1122078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1122075.625000 Penalty: 4735.289551
	Iteration 46Q: 3 clusters Score -1122076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1122082.250000 Penalty: 4735.289551
	Iteration 47Q: 3 clusters Score -1122082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1122079.875000 Penalty: 4735.289551
	Iteration 48Q: 3 clusters Score -1122080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1122080.125000 Penalty: 4735.289551
	Iteration 49Q: 3 clusters Score -1122080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1122083.000000 Penalty: 4735.289551
	Iteration 50Q: 3 clusters Score -1122083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1122082.375000 Penalty: 4735.289551
	Iteration 51Q: 3 clusters Score -1122082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1122082.375000 Penalty: 4735.289551
	Iteration 52F: 3 clusters Score -1122082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -726322.187500 Penalty: 2241.573486
	Iteration 0F: 2 clusters Score -726322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -719597.187500 Penalty: 4483.146973
	Iteration 0F: 3 clusters Score -719597.2 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -721425.687500 Penalty: 4483.146973
	Iteration 1F: 3 clusters Score -721425.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -721737.437500 Penalty: 4483.146973
	Iteration 2F: 3 clusters Score -721737.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -721980.250000 Penalty: 4483.146973
	Iteration 3F: 3 clusters Score -721980.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -722205.187500 Penalty: 4483.146973
	Iteration 4Q: 3 clusters Score -722205.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -722447.500000 Penalty: 4483.146973
	Iteration 5Q: 3 clusters Score -722447.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -722653.687500 Penalty: 4483.146973
	Iteration 6Q: 3 clusters Score -722653.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -722848.875000 Penalty: 4483.146973
	Iteration 7Q: 3 clusters Score -722848.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -723047.250000 Penalty: 4483.146973
	Iteration 8Q: 3 clusters Score -723047.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -723255.500000 Penalty: 4483.146973
	Iteration 9Q: 3 clusters Score -723255.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -723493.687500 Penalty: 4483.146973
	Iteration 10Q: 3 clusters Score -723493.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -723713.375000 Penalty: 4483.146973
	Iteration 11Q: 3 clusters Score -723713.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -723917.875000 Penalty: 4483.146973
	Iteration 12Q: 3 clusters Score -723917.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -724162.750000 Penalty: 4483.146973
	Iteration 13Q: 3 clusters Score -724162.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -724369.000000 Penalty: 4483.146973
	Iteration 14Q: 3 clusters Score -724369 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -724553.750000 Penalty: 4483.146973
	Iteration 15Q: 3 clusters Score -724553.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -724720.875000 Penalty: 4483.146973
	Iteration 16Q: 3 clusters Score -724720.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -724831.375000 Penalty: 4483.146973
	Iteration 17Q: 3 clusters Score -724831.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -724891.375000 Penalty: 4483.146973
	Iteration 18Q: 3 clusters Score -724891.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -724912.500000 Penalty: 4483.146973
	Iteration 19Q: 3 clusters Score -724912.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -724922.750000 Penalty: 4483.146973
	Iteration 20F: 3 clusters Score -724922.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -724931.937500 Penalty: 4483.146973
	Iteration 21Q: 3 clusters Score -724931.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -724938.125000 Penalty: 4483.146973
	Iteration 22Q: 3 clusters Score -724938.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -724943.500000 Penalty: 4483.146973
	Iteration 23Q: 3 clusters Score -724943.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -724947.437500 Penalty: 4483.146973
	Iteration 24Q: 3 clusters Score -724947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -724950.437500 Penalty: 4483.146973
	Iteration 25Q: 3 clusters Score -724950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -724953.562500 Penalty: 4483.146973
	Iteration 26Q: 3 clusters Score -724953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -724955.437500 Penalty: 4483.146973
	Iteration 27Q: 3 clusters Score -724955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -724955.687500 Penalty: 4483.146973
	Iteration 28Q: 3 clusters Score -724955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -724957.937500 Penalty: 4483.146973
	Iteration 29Q: 3 clusters Score -724957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -724959.000000 Penalty: 4483.146973
	Iteration 30Q: 3 clusters Score -724959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -724958.125000 Penalty: 4483.146973
	Iteration 31Q: 3 clusters Score -724958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -724959.562500 Penalty: 4483.146973
	Iteration 32Q: 3 clusters Score -724959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -724959.562500 Penalty: 4483.146973
	Iteration 33F: 3 clusters Score -724959.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Entering Unmasked Estep 
Score: -717609.250000 Penalty: 2247.106201
	Iteration 0F: 2 clusters Score -717609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -710899.875000 Penalty: 4494.212402
	Iteration 0F: 3 clusters Score -710899.9 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -712891.187500 Penalty: 4494.212402
	Iteration 1F: 3 clusters Score -712891.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -713387.125000 Penalty: 4494.212402
	Iteration 2F: 3 clusters Score -713387.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -713951.375000 Penalty: 4494.212402
	Iteration 3F: 3 clusters Score -713951.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -714444.687500 Penalty: 4494.212402
	Iteration 4F: 3 clusters Score -714444.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -714877.937500 Penalty: 4494.212402
	Iteration 5F: 3 clusters Score -714877.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -715170.250000 Penalty: 4494.212402
	Iteration 6Q: 3 clusters Score -715170.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -715355.375000 Penalty: 4494.212402
	Iteration 7Q: 3 clusters Score -715355.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -715484.875000 Penalty: 4494.212402
	Iteration 8Q: 3 clusters Score -715484.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -715572.812500 Penalty: 4494.212402
	Iteration 9Q: 3 clusters Score -715572.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -715637.687500 Penalty: 4494.212402
	Iteration 10Q: 3 clusters Score -715637.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -715695.625000 Penalty: 4494.212402
	Iteration 11Q: 3 clusters Score -715695.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -715759.937500 Penalty: 4494.212402
	Iteration 12Q: 3 clusters Score -715759.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -715822.875000 Penalty: 4494.212402
	Iteration 13Q: 3 clusters Score -715822.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -715870.812500 Penalty: 4494.212402
	Iteration 14Q: 3 clusters Score -715870.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -715918.187500 Penalty: 4494.212402
	Iteration 15Q: 3 clusters Score -715918.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -715971.750000 Penalty: 4494.212402
	Iteration 16Q: 3 clusters Score -715971.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -716015.000000 Penalty: 4494.212402
	Iteration 17Q: 3 clusters Score -716015 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -716059.250000 Penalty: 4494.212402
	Iteration 18Q: 3 clusters Score -716059.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -716097.687500 Penalty: 4494.212402
	Iteration 19Q: 3 clusters Score -716097.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -716163.062500 Penalty: 4494.212402
	Iteration 20F: 3 clusters Score -716163.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -716222.125000 Penalty: 4494.212402
	Iteration 21Q: 3 clusters Score -716222.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -716267.750000 Penalty: 4494.212402
	Iteration 22Q: 3 clusters Score -716267.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -716301.187500 Penalty: 4494.212402
	Iteration 23Q: 3 clusters Score -716301.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -716340.187500 Penalty: 4494.212402
	Iteration 24Q: 3 clusters Score -716340.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -716368.187500 Penalty: 4494.212402
	Iteration 25Q: 3 clusters Score -716368.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -716389.937500 Penalty: 4494.212402
	Iteration 26Q: 3 clusters Score -716389.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -716408.062500 Penalty: 4494.212402
	Iteration 27Q: 3 clusters Score -716408.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -716421.000000 Penalty: 4494.212402
	Iteration 28Q: 3 clusters Score -716421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -716432.187500 Penalty: 4494.212402
	Iteration 29Q: 3 clusters Score -716432.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -716437.500000 Penalty: 4494.212402
	Iteration 30Q: 3 clusters Score -716437.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -716440.250000 Penalty: 4494.212402
	Iteration 31Q: 3 clusters Score -716440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -716443.812500 Penalty: 4494.212402
	Iteration 32Q: 3 clusters Score -716443.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -716446.125000 Penalty: 4494.212402
	Iteration 33Q: 3 clusters Score -716446.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -716451.062500 Penalty: 4494.212402
	Iteration 34Q: 3 clusters Score -716451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -716452.750000 Penalty: 4494.212402
	Iteration 35Q: 3 clusters Score -716452.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -716456.000000 Penalty: 4494.212402
	Iteration 36Q: 3 clusters Score -716456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -716458.062500 Penalty: 4494.212402
	Iteration 37Q: 3 clusters Score -716458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -716460.750000 Penalty: 4494.212402
	Iteration 38Q: 3 clusters Score -716460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -716463.062500 Penalty: 4494.212402
	Iteration 39Q: 3 clusters Score -716463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -716465.500000 Penalty: 4494.212402
	Iteration 40F: 3 clusters Score -716465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -716465.062500 Penalty: 4494.212402
	Iteration 41Q: 3 clusters Score -716465.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -716465.250000 Penalty: 4494.212402
	Iteration 42Q: 3 clusters Score -716465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -716465.250000 Penalty: 4494.212402
	Iteration 43F: 3 clusters Score -716465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Entering Unmasked Estep 
Score: -8973315.000000 Penalty: 2860.609619
	Iteration 0F: 2 clusters Score -8973315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -8904944.000000 Penalty: 5721.219238
	Iteration 0F: 3 clusters Score -8904944 nChanged 48193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -8932434.000000 Penalty: 5721.219238
	Iteration 1F: 3 clusters Score -8932434 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -8933287.000000 Penalty: 5721.219238
	Iteration 2Q: 3 clusters Score -8933287 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -8934231.000000 Penalty: 5721.219238
	Iteration 3Q: 3 clusters Score -8934231 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -8935636.000000 Penalty: 5721.219238
	Iteration 4Q: 3 clusters Score -8935636 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 62670 members 
Entering Unmasked Estep 
Score: -8937870.000000 Penalty: 5721.219238
	Iteration 5Q: 3 clusters Score -8937870 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -8941531.000000 Penalty: 5721.219238
	Iteration 6F: 3 clusters Score -8941531 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 75408 members 
Entering Unmasked Estep 
Score: -8947147.000000 Penalty: 5721.219238
	Iteration 7F: 3 clusters Score -8947147 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -8954166.000000 Penalty: 5721.219238
	Iteration 8F: 3 clusters Score -8954166 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -8960853.000000 Penalty: 5721.219238
	Iteration 9F: 3 clusters Score -8960853 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 95356 members 
Entering Unmasked Estep 
Score: -8965630.000000 Penalty: 5721.219238
	Iteration 10Q: 3 clusters Score -8965630 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 98158 members 
Entering Unmasked Estep 
Score: -8968307.000000 Penalty: 5721.219238
	Iteration 11Q: 3 clusters Score -8968307 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 99545 members 
Entering Unmasked Estep 
Score: -8969694.000000 Penalty: 5721.219238
	Iteration 12Q: 3 clusters Score -8969694 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -8970305.000000 Penalty: 5721.219238
	Iteration 13Q: 3 clusters Score -8970305 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -8970615.000000 Penalty: 5721.219238
	Iteration 14Q: 3 clusters Score -8970615 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -8970793.000000 Penalty: 5721.219238
	Iteration 15Q: 3 clusters Score -8970793 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -8970882.000000 Penalty: 5721.219238
	Iteration 16Q: 3 clusters Score -8970882 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 100968 members 
Entering Unmasked Estep 
Score: -8970950.000000 Penalty: 5721.219238
	Iteration 17Q: 3 clusters Score -8970950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 101025 members 
Entering Unmasked Estep 
Score: -8971006.000000 Penalty: 5721.219238
	Iteration 18Q: 3 clusters Score -8971006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -8971054.000000 Penalty: 5721.219238
	Iteration 19Q: 3 clusters Score -8971054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -8971084.000000 Penalty: 5721.219238
	Iteration 20F: 3 clusters Score -8971084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -8971107.000000 Penalty: 5721.219238
	Iteration 21Q: 3 clusters Score -8971107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -8971118.000000 Penalty: 5721.219238
	Iteration 22Q: 3 clusters Score -8971118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -8971119.000000 Penalty: 5721.219238
	Iteration 23Q: 3 clusters Score -8971119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -8971119.000000 Penalty: 5721.219238
	Iteration 24Q: 3 clusters Score -8971119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -8971135.000000 Penalty: 5721.219238
	Iteration 25Q: 3 clusters Score -8971135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -8971127.000000 Penalty: 5721.219238
	Iteration 26Q: 3 clusters Score -8971127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -8971137.000000 Penalty: 5721.219238
	Iteration 27Q: 3 clusters Score -8971137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -8971144.000000 Penalty: 5721.219238
	Iteration 28Q: 3 clusters Score -8971144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -8971140.000000 Penalty: 5721.219238
	Iteration 29Q: 3 clusters Score -8971140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 101259 members 
Entering Unmasked Estep 
Score: -8971157.000000 Penalty: 5721.219238
	Iteration 30Q: 3 clusters Score -8971157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -8971166.000000 Penalty: 5721.219238
	Iteration 31Q: 3 clusters Score -8971166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 101272 members 
Entering Unmasked Estep 
Score: -8971170.000000 Penalty: 5721.219238
	Iteration 32Q: 3 clusters Score -8971170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -8971158.000000 Penalty: 5721.219238
	Iteration 33Q: 3 clusters Score -8971158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 101272 members 
Entering Unmasked Estep 
Score: -8971159.000000 Penalty: 5721.219238
	Iteration 34Q: 3 clusters Score -8971159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -8971151.000000 Penalty: 5721.219238
	Iteration 35Q: 3 clusters Score -8971151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 101272 members 
Entering Unmasked Estep 
Score: -8971155.000000 Penalty: 5721.219238
	Iteration 36Q: 3 clusters Score -8971155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -8971158.000000 Penalty: 5721.219238
	Iteration 37Q: 3 clusters Score -8971158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -8971158.000000 Penalty: 5721.219238
	Iteration 38F: 3 clusters Score -8971158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -93866.468750 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -93866.47 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 601 members 
Entering Unmasked Estep 
Score: -91811.546875 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -91811.55 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -92087.992188 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -92087.99 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -92207.937500 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -92207.94 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92280.406250 Penalty: 3506.657715
	Iteration 3F: 3 clusters Score -92280.41 nChanged 34
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: -92320.757812 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -92320.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92356.117188 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -92356.12 nChanged 24
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: -92395.093750 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -92395.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92443.820312 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -92443.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92510.367188 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -92510.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92662.640625 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -92662.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92819.617188 Penalty: 3506.657715
	Iteration 10F: 3 clusters Score -92819.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -92935.656250 Penalty: 3506.657715
	Iteration 11F: 3 clusters Score -92935.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93064.023438 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -93064.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93171.914062 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -93171.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93240.992188 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -93240.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -93270.851562 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -93270.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93281.804688 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -93281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93290.867188 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -93290.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93294.906250 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -93294.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93298.367188 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -93298.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -93298.367188 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -93298.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Entering Unmasked Estep 
Score: -2098599.500000 Penalty: 2519.197021
	Iteration 0F: 2 clusters Score -2098600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2080722.500000 Penalty: 5038.394043
	Iteration 0F: 3 clusters Score -2080722 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2087453.250000 Penalty: 5038.394043
	Iteration 1F: 3 clusters Score -2087453 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2088514.000000 Penalty: 5038.394043
	Iteration 2F: 3 clusters Score -2088514 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2090001.125000 Penalty: 5038.394043
	Iteration 3F: 3 clusters Score -2090001 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2091654.125000 Penalty: 5038.394043
	Iteration 4F: 3 clusters Score -2091654 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2093145.250000 Penalty: 5038.394043
	Iteration 5F: 3 clusters Score -2093145 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2094233.250000 Penalty: 5038.394043
	Iteration 6F: 3 clusters Score -2094233 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2094856.625000 Penalty: 5038.394043
	Iteration 7Q: 3 clusters Score -2094857 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2095250.750000 Penalty: 5038.394043
	Iteration 8Q: 3 clusters Score -2095251 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2095501.500000 Penalty: 5038.394043
	Iteration 9Q: 3 clusters Score -2095502 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2095643.375000 Penalty: 5038.394043
	Iteration 10Q: 3 clusters Score -2095643 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2095748.625000 Penalty: 5038.394043
	Iteration 11Q: 3 clusters Score -2095749 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2095819.625000 Penalty: 5038.394043
	Iteration 12Q: 3 clusters Score -2095820 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2095870.500000 Penalty: 5038.394043
	Iteration 13Q: 3 clusters Score -2095870 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2095918.250000 Penalty: 5038.394043
	Iteration 14Q: 3 clusters Score -2095918 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2095948.750000 Penalty: 5038.394043
	Iteration 15Q: 3 clusters Score -2095949 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2095965.500000 Penalty: 5038.394043
	Iteration 16Q: 3 clusters Score -2095966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2095991.750000 Penalty: 5038.394043
	Iteration 17Q: 3 clusters Score -2095992 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2096003.250000 Penalty: 5038.394043
	Iteration 18Q: 3 clusters Score -2096003 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2096021.875000 Penalty: 5038.394043
	Iteration 19Q: 3 clusters Score -2096022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2096044.500000 Penalty: 5038.394043
	Iteration 20F: 3 clusters Score -2096044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2096061.000000 Penalty: 5038.394043
	Iteration 21Q: 3 clusters Score -2096061 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2096073.875000 Penalty: 5038.394043
	Iteration 22Q: 3 clusters Score -2096074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2096101.750000 Penalty: 5038.394043
	Iteration 23Q: 3 clusters Score -2096102 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2096118.375000 Penalty: 5038.394043
	Iteration 24Q: 3 clusters Score -2096118 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2096152.000000 Penalty: 5038.394043
	Iteration 25Q: 3 clusters Score -2096152 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2096199.250000 Penalty: 5038.394043
	Iteration 26Q: 3 clusters Score -2096199 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2096286.875000 Penalty: 5038.394043
	Iteration 27Q: 3 clusters Score -2096287 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2096376.875000 Penalty: 5038.394043
	Iteration 28Q: 3 clusters Score -2096377 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2096478.000000 Penalty: 5038.394043
	Iteration 29Q: 3 clusters Score -2096478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2096581.000000 Penalty: 5038.394043
	Iteration 30Q: 3 clusters Score -2096581 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2096678.250000 Penalty: 5038.394043
	Iteration 31Q: 3 clusters Score -2096678 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2096776.250000 Penalty: 5038.394043
	Iteration 32Q: 3 clusters Score -2096776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2096881.625000 Penalty: 5038.394043
	Iteration 33Q: 3 clusters Score -2096882 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2096998.125000 Penalty: 5038.394043
	Iteration 34Q: 3 clusters Score -2096998 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2097116.625000 Penalty: 5038.394043
	Iteration 35Q: 3 clusters Score -2097117 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2097230.750000 Penalty: 5038.394043
	Iteration 36Q: 3 clusters Score -2097231 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2097334.250000 Penalty: 5038.394043
	Iteration 37Q: 3 clusters Score -2097334 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2097421.500000 Penalty: 5038.394043
	Iteration 38Q: 3 clusters Score -2097422 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2097493.500000 Penalty: 5038.394043
	Iteration 39Q: 3 clusters Score -2097494 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2097560.500000 Penalty: 5038.394043
	Iteration 40F: 3 clusters Score -2097560 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2097627.000000 Penalty: 5038.394043
	Iteration 41Q: 3 clusters Score -2097627 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2097715.500000 Penalty: 5038.394043
	Iteration 42Q: 3 clusters Score -2097716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2097793.000000 Penalty: 5038.394043
	Iteration 43Q: 3 clusters Score -2097793 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2097856.500000 Penalty: 5038.394043
	Iteration 44Q: 3 clusters Score -2097856 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2097894.250000 Penalty: 5038.394043
	Iteration 45Q: 3 clusters Score -2097894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2097929.750000 Penalty: 5038.394043
	Iteration 46Q: 3 clusters Score -2097930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2097955.750000 Penalty: 5038.394043
	Iteration 47Q: 3 clusters Score -2097956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2097970.750000 Penalty: 5038.394043
	Iteration 48Q: 3 clusters Score -2097971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2098002.250000 Penalty: 5038.394043
	Iteration 49Q: 3 clusters Score -2098002 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2098034.250000 Penalty: 5038.394043
	Iteration 50Q: 3 clusters Score -2098034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2098053.250000 Penalty: 5038.394043
	Iteration 51Q: 3 clusters Score -2098053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2098059.750000 Penalty: 5038.394043
	Iteration 52Q: 3 clusters Score -2098060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2098075.500000 Penalty: 5038.394043
	Iteration 53Q: 3 clusters Score -2098076 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2098084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2098100.750000 Penalty: 5038.394043
	Iteration 55Q: 3 clusters Score -2098101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2098123.750000 Penalty: 5038.394043
	Iteration 56Q: 3 clusters Score -2098124 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2098126.250000 Penalty: 5038.394043
	Iteration 57Q: 3 clusters Score -2098126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2098136.000000 Penalty: 5038.394043
	Iteration 58Q: 3 clusters Score -2098136 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -2098144.000000 Penalty: 5038.394043
	Iteration 59Q: 3 clusters Score -2098144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2098149.750000 Penalty: 5038.394043
	Iteration 60F: 3 clusters Score -2098150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2098155.500000 Penalty: 5038.394043
	Iteration 61Q: 3 clusters Score -2098156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2098164.000000 Penalty: 5038.394043
	Iteration 62Q: 3 clusters Score -2098164 nChanged 39
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Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2098172.000000 Penalty: 5038.394043
	Iteration 63Q: 3 clusters Score -2098172 nChanged 31
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Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2098178.500000 Penalty: 5038.394043
	Iteration 64Q: 3 clusters Score -2098178 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2098180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2098180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2098187.500000 Penalty: 5038.394043
	Iteration 67Q: 3 clusters Score -2098188 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2098190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2098197.000000 Penalty: 5038.394043
	Iteration 69Q: 3 clusters Score -2098197 nChanged 17
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Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2098198.750000 Penalty: 5038.394043
	Iteration 70Q: 3 clusters Score -2098199 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2098201.500000 Penalty: 5038.394043
	Iteration 71Q: 3 clusters Score -2098202 nChanged 22
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Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2098202 nChanged 25
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Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2098207.750000 Penalty: 5038.394043
	Iteration 73Q: 3 clusters Score -2098208 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2098202 nChanged 19
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Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2098200 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2098206.250000 Penalty: 5038.394043
	Iteration 76Q: 3 clusters Score -2098206 nChanged 13
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Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2098208 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2098214.000000 Penalty: 5038.394043
	Iteration 78Q: 3 clusters Score -2098214 nChanged 12
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Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2098211.750000 Penalty: 5038.394043
	Iteration 79Q: 3 clusters Score -2098212 nChanged 8
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Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2098209.250000 Penalty: 5038.394043
	Iteration 80F: 3 clusters Score -2098209 nChanged 7
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Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2098214 nChanged 7
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Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2098214 nChanged 6
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Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2098212 nChanged 6
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Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2098213.250000 Penalty: 5038.394043
	Iteration 84Q: 3 clusters Score -2098213 nChanged 7
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Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2098213 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2098215.750000 Penalty: 5038.394043
	Iteration 86Q: 3 clusters Score -2098216 nChanged 4
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Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2098219.250000 Penalty: 5038.394043
	Iteration 87Q: 3 clusters Score -2098219 nChanged 2
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Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2098216 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2098220 nChanged 8
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Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2098217.750000 Penalty: 5038.394043
	Iteration 90Q: 3 clusters Score -2098218 nChanged 10
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Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2098218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2098220.000000 Penalty: 5038.394043
	Iteration 92Q: 3 clusters Score -2098220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2098222.750000 Penalty: 5038.394043
	Iteration 93Q: 3 clusters Score -2098223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2098226.750000 Penalty: 5038.394043
	Iteration 94Q: 3 clusters Score -2098227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2098224.250000 Penalty: 5038.394043
	Iteration 95Q: 3 clusters Score -2098224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2098220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2098221.250000 Penalty: 5038.394043
	Iteration 97Q: 3 clusters Score -2098221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2098222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2098227.750000 Penalty: 5038.394043
	Iteration 99Q: 3 clusters Score -2098228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2098231.000000 Penalty: 5038.394043
	Iteration 100F: 3 clusters Score -2098231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2098229.000000 Penalty: 5038.394043
	Iteration 101Q: 3 clusters Score -2098229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2098228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2098230.750000 Penalty: 5038.394043
	Iteration 103Q: 3 clusters Score -2098231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2098228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2098225.500000 Penalty: 5038.394043
	Iteration 105Q: 3 clusters Score -2098226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2098229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2098230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2098229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2098227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2098230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2098230.750000 Penalty: 5038.394043
	Iteration 111Q: 3 clusters Score -2098231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2098233.250000 Penalty: 5038.394043
	Iteration 112Q: 3 clusters Score -2098233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2098233.250000 Penalty: 5038.394043
	Iteration 113Q: 3 clusters Score -2098233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2098232.250000 Penalty: 5038.394043
	Iteration 114Q: 3 clusters Score -2098232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2098231.750000 Penalty: 5038.394043
	Iteration 115Q: 3 clusters Score -2098232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2098234.000000 Penalty: 5038.394043
	Iteration 116Q: 3 clusters Score -2098234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2098233.250000 Penalty: 5038.394043
	Iteration 117Q: 3 clusters Score -2098233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2098234.250000 Penalty: 5038.394043
	Iteration 118Q: 3 clusters Score -2098234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2098233.750000 Penalty: 5038.394043
	Iteration 119Q: 3 clusters Score -2098234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2098237.750000 Penalty: 5038.394043
	Iteration 120F: 3 clusters Score -2098238 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2098239.750000 Penalty: 5038.394043
	Iteration 121Q: 3 clusters Score -2098240 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2098238.250000 Penalty: 5038.394043
	Iteration 122Q: 3 clusters Score -2098238 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2098240 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2098240.500000 Penalty: 5038.394043
	Iteration 124Q: 3 clusters Score -2098240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2098242.250000 Penalty: 5038.394043
	Iteration 125Q: 3 clusters Score -2098242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2098242.500000 Penalty: 5038.394043
	Iteration 126Q: 3 clusters Score -2098242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2098242 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2098241.750000 Penalty: 5038.394043
	Iteration 128Q: 3 clusters Score -2098242 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21831 members 
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Entering Unmasked Estep 
Score: -2098244.750000 Penalty: 5038.394043
	Iteration 129Q: 3 clusters Score -2098245 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2098242.250000 Penalty: 5038.394043
	Iteration 130Q: 3 clusters Score -2098242 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21844 members 
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Entering Unmasked Estep 
Score: -2098241.750000 Penalty: 5038.394043
	Iteration 131Q: 3 clusters Score -2098242 nChanged 3
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Mstep: Class 1 contains 21847 members 
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Entering Unmasked Estep 
Score: -2098243.250000 Penalty: 5038.394043
	Iteration 132Q: 3 clusters Score -2098243 nChanged 6
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Mstep: Class 1 contains 21853 members 
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	Iteration 133Q: 3 clusters Score -2098246 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2098244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2098246 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21866 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2098246 nChanged 1
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2098246 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2098248.750000 Penalty: 5038.394043
	Iteration 138Q: 3 clusters Score -2098249 nChanged 2
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Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2098249 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2098248 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2098250 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21875 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2098248 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21877 members 
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Entering Unmasked Estep 
Score: -2098253.500000 Penalty: 5038.394043
	Iteration 143Q: 3 clusters Score -2098254 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21879 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2098253 nChanged 4
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2098251 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2098256.000000 Penalty: 5038.394043
	Iteration 146Q: 3 clusters Score -2098256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2098253.250000 Penalty: 5038.394043
	Iteration 147Q: 3 clusters Score -2098253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2098253.250000 Penalty: 5038.394043
	Iteration 148F: 3 clusters Score -2098253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Entering Unmasked Estep 
Score: -427285.968750 Penalty: 2117.077881
	Iteration 0F: 2 clusters Score -427286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -422651.875000 Penalty: 4234.155762
	Iteration 0F: 3 clusters Score -422651.9 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -423767.218750 Penalty: 4234.155762
	Iteration 1F: 3 clusters Score -423767.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -423975.031250 Penalty: 4234.155762
	Iteration 2F: 3 clusters Score -423975 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -424108.843750 Penalty: 4234.155762
	Iteration 3F: 3 clusters Score -424108.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -424249.687500 Penalty: 4234.155762
	Iteration 4Q: 3 clusters Score -424249.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -424398.312500 Penalty: 4234.155762
	Iteration 5Q: 3 clusters Score -424398.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -424583.218750 Penalty: 4234.155762
	Iteration 6Q: 3 clusters Score -424583.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -424790.968750 Penalty: 4234.155762
	Iteration 7Q: 3 clusters Score -424791 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -424990.125000 Penalty: 4234.155762
	Iteration 8F: 3 clusters Score -424990.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -425155.218750 Penalty: 4234.155762
	Iteration 9Q: 3 clusters Score -425155.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -425281.906250 Penalty: 4234.155762
	Iteration 10Q: 3 clusters Score -425281.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -425383.093750 Penalty: 4234.155762
	Iteration 11Q: 3 clusters Score -425383.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -425478.812500 Penalty: 4234.155762
	Iteration 12Q: 3 clusters Score -425478.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -425553.687500 Penalty: 4234.155762
	Iteration 13Q: 3 clusters Score -425553.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -425604.656250 Penalty: 4234.155762
	Iteration 14Q: 3 clusters Score -425604.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -425641.406250 Penalty: 4234.155762
	Iteration 15Q: 3 clusters Score -425641.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -425669.906250 Penalty: 4234.155762
	Iteration 16Q: 3 clusters Score -425669.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -425691.281250 Penalty: 4234.155762
	Iteration 17Q: 3 clusters Score -425691.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -425709.531250 Penalty: 4234.155762
	Iteration 18Q: 3 clusters Score -425709.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -425723.218750 Penalty: 4234.155762
	Iteration 19Q: 3 clusters Score -425723.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -425737.750000 Penalty: 4234.155762
	Iteration 20F: 3 clusters Score -425737.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -425754.625000 Penalty: 4234.155762
	Iteration 21Q: 3 clusters Score -425754.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -425765.656250 Penalty: 4234.155762
	Iteration 22Q: 3 clusters Score -425765.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -425772.343750 Penalty: 4234.155762
	Iteration 23Q: 3 clusters Score -425772.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -425777.468750 Penalty: 4234.155762
	Iteration 24Q: 3 clusters Score -425777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -425785.437500 Penalty: 4234.155762
	Iteration 25Q: 3 clusters Score -425785.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -425795.218750 Penalty: 4234.155762
	Iteration 26Q: 3 clusters Score -425795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -425798.843750 Penalty: 4234.155762
	Iteration 27Q: 3 clusters Score -425798.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -425800.562500 Penalty: 4234.155762
	Iteration 28Q: 3 clusters Score -425800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -425805.000000 Penalty: 4234.155762
	Iteration 29Q: 3 clusters Score -425805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -425808.375000 Penalty: 4234.155762
	Iteration 30Q: 3 clusters Score -425808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -425809.562500 Penalty: 4234.155762
	Iteration 31Q: 3 clusters Score -425809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -425809.562500 Penalty: 4234.155762
	Iteration 32F: 3 clusters Score -425809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Entering Unmasked Estep 
Score: -568721.687500 Penalty: 2218.474854
	Iteration 0F: 2 clusters Score -568721.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -562531.125000 Penalty: 4436.949707
	Iteration 0F: 3 clusters Score -562531.1 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -564309.062500 Penalty: 4436.949707
	Iteration 1F: 3 clusters Score -564309.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -564741.250000 Penalty: 4436.949707
	Iteration 2F: 3 clusters Score -564741.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -565054.125000 Penalty: 4436.949707
	Iteration 3F: 3 clusters Score -565054.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -565374.187500 Penalty: 4436.949707
	Iteration 4F: 3 clusters Score -565374.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -565704.875000 Penalty: 4436.949707
	Iteration 5F: 3 clusters Score -565704.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -566006.187500 Penalty: 4436.949707
	Iteration 6F: 3 clusters Score -566006.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -566251.625000 Penalty: 4436.949707
	Iteration 7Q: 3 clusters Score -566251.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -566438.812500 Penalty: 4436.949707
	Iteration 8Q: 3 clusters Score -566438.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -566610.625000 Penalty: 4436.949707
	Iteration 9Q: 3 clusters Score -566610.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -566786.250000 Penalty: 4436.949707
	Iteration 10Q: 3 clusters Score -566786.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -566990.500000 Penalty: 4436.949707
	Iteration 11Q: 3 clusters Score -566990.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -567184.875000 Penalty: 4436.949707
	Iteration 12Q: 3 clusters Score -567184.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -567334.625000 Penalty: 4436.949707
	Iteration 13Q: 3 clusters Score -567334.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -567444.187500 Penalty: 4436.949707
	Iteration 14Q: 3 clusters Score -567444.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -567517.562500 Penalty: 4436.949707
	Iteration 15Q: 3 clusters Score -567517.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -567575.875000 Penalty: 4436.949707
	Iteration 16Q: 3 clusters Score -567575.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -567613.937500 Penalty: 4436.949707
	Iteration 17Q: 3 clusters Score -567613.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -567646.437500 Penalty: 4436.949707
	Iteration 18Q: 3 clusters Score -567646.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -567673.375000 Penalty: 4436.949707
	Iteration 19Q: 3 clusters Score -567673.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -567698.437500 Penalty: 4436.949707
	Iteration 20F: 3 clusters Score -567698.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -567718.937500 Penalty: 4436.949707
	Iteration 21Q: 3 clusters Score -567718.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -567738.312500 Penalty: 4436.949707
	Iteration 22Q: 3 clusters Score -567738.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -567753.187500 Penalty: 4436.949707
	Iteration 23Q: 3 clusters Score -567753.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -567763.750000 Penalty: 4436.949707
	Iteration 24Q: 3 clusters Score -567763.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -567770.625000 Penalty: 4436.949707
	Iteration 25Q: 3 clusters Score -567770.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -567775.437500 Penalty: 4436.949707
	Iteration 26Q: 3 clusters Score -567775.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -567777.187500 Penalty: 4436.949707
	Iteration 27Q: 3 clusters Score -567777.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -567780.000000 Penalty: 4436.949707
	Iteration 28Q: 3 clusters Score -567780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -567781.625000 Penalty: 4436.949707
	Iteration 29Q: 3 clusters Score -567781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -567783.875000 Penalty: 4436.949707
	Iteration 30Q: 3 clusters Score -567783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -567782.875000 Penalty: 4436.949707
	Iteration 31Q: 3 clusters Score -567782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -567782.750000 Penalty: 4436.949707
	Iteration 32Q: 3 clusters Score -567782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -567784.250000 Penalty: 4436.949707
	Iteration 33Q: 3 clusters Score -567784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -567785.000000 Penalty: 4436.949707
	Iteration 34Q: 3 clusters Score -567785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -567783.875000 Penalty: 4436.949707
	Iteration 35Q: 3 clusters Score -567783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -567785.312500 Penalty: 4436.949707
	Iteration 36Q: 3 clusters Score -567785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -567785.437500 Penalty: 4436.949707
	Iteration 37Q: 3 clusters Score -567785.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -567787.562500 Penalty: 4436.949707
	Iteration 38Q: 3 clusters Score -567787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -567790.937500 Penalty: 4436.949707
	Iteration 39Q: 3 clusters Score -567790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -567790.250000 Penalty: 4436.949707
	Iteration 40F: 3 clusters Score -567790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -567790.250000 Penalty: 4436.949707
	Iteration 41Q: 3 clusters Score -567790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -567790.500000 Penalty: 4436.949707
	Iteration 42Q: 3 clusters Score -567790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -567790.500000 Penalty: 4436.949707
	Iteration 43F: 3 clusters Score -567790.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Entering Unmasked Estep 
Score: -2494643.250000 Penalty: 2542.704590
	Iteration 0F: 2 clusters Score -2494643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2475081.250000 Penalty: 5085.409180
	Iteration 0F: 3 clusters Score -2475081 nChanged 12794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2482497.750000 Penalty: 5085.409180
	Iteration 1F: 3 clusters Score -2482498 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2483437.500000 Penalty: 5085.409180
	Iteration 2F: 3 clusters Score -2483438 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2484390.000000 Penalty: 5085.409180
	Iteration 3F: 3 clusters Score -2484390 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2485315.250000 Penalty: 5085.409180
	Iteration 4F: 3 clusters Score -2485315 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2486186.500000 Penalty: 5085.409180
	Iteration 5F: 3 clusters Score -2486186 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2487010.250000 Penalty: 5085.409180
	Iteration 6F: 3 clusters Score -2487010 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2487847.250000 Penalty: 5085.409180
	Iteration 7F: 3 clusters Score -2487847 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2488785.000000 Penalty: 5085.409180
	Iteration 8F: 3 clusters Score -2488785 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2489850.250000 Penalty: 5085.409180
	Iteration 9Q: 3 clusters Score -2489850 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2490961.500000 Penalty: 5085.409180
	Iteration 10Q: 3 clusters Score -2490962 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2491866.750000 Penalty: 5085.409180
	Iteration 11Q: 3 clusters Score -2491867 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2492321.750000 Penalty: 5085.409180
	Iteration 12Q: 3 clusters Score -2492322 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2492562.500000 Penalty: 5085.409180
	Iteration 13Q: 3 clusters Score -2492562 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2492717.000000 Penalty: 5085.409180
	Iteration 14Q: 3 clusters Score -2492717 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2492816.750000 Penalty: 5085.409180
	Iteration 15Q: 3 clusters Score -2492817 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2492903.750000 Penalty: 5085.409180
	Iteration 16Q: 3 clusters Score -2492904 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2492963.250000 Penalty: 5085.409180
	Iteration 17Q: 3 clusters Score -2492963 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2493001.250000 Penalty: 5085.409180
	Iteration 18Q: 3 clusters Score -2493001 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2493044.750000 Penalty: 5085.409180
	Iteration 19Q: 3 clusters Score -2493045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2493074.000000 Penalty: 5085.409180
	Iteration 20F: 3 clusters Score -2493074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2493104.000000 Penalty: 5085.409180
	Iteration 21Q: 3 clusters Score -2493104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2493123.000000 Penalty: 5085.409180
	Iteration 22Q: 3 clusters Score -2493123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -2493141.750000 Penalty: 5085.409180
	Iteration 23Q: 3 clusters Score -2493142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2493155.500000 Penalty: 5085.409180
	Iteration 24Q: 3 clusters Score -2493156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2493158.500000 Penalty: 5085.409180
	Iteration 25Q: 3 clusters Score -2493158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2493158.250000 Penalty: 5085.409180
	Iteration 26Q: 3 clusters Score -2493158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2493172.000000 Penalty: 5085.409180
	Iteration 27Q: 3 clusters Score -2493172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2493180.500000 Penalty: 5085.409180
	Iteration 28Q: 3 clusters Score -2493180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2493179.500000 Penalty: 5085.409180
	Iteration 29Q: 3 clusters Score -2493180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2493186.000000 Penalty: 5085.409180
	Iteration 30Q: 3 clusters Score -2493186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -2493192.000000 Penalty: 5085.409180
	Iteration 31Q: 3 clusters Score -2493192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -2493193.250000 Penalty: 5085.409180
	Iteration 32Q: 3 clusters Score -2493193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2493208.750000 Penalty: 5085.409180
	Iteration 33Q: 3 clusters Score -2493209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2493213.000000 Penalty: 5085.409180
	Iteration 34Q: 3 clusters Score -2493213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2493220.500000 Penalty: 5085.409180
	Iteration 35Q: 3 clusters Score -2493220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2493224.000000 Penalty: 5085.409180
	Iteration 36Q: 3 clusters Score -2493224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2493238.500000 Penalty: 5085.409180
	Iteration 37Q: 3 clusters Score -2493238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2493237.500000 Penalty: 5085.409180
	Iteration 38Q: 3 clusters Score -2493238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2493243.500000 Penalty: 5085.409180
	Iteration 39Q: 3 clusters Score -2493244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2493246.500000 Penalty: 5085.409180
	Iteration 40F: 3 clusters Score -2493246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2493257.750000 Penalty: 5085.409180
	Iteration 41Q: 3 clusters Score -2493258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2493260.000000 Penalty: 5085.409180
	Iteration 42Q: 3 clusters Score -2493260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2493267.000000 Penalty: 5085.409180
	Iteration 43Q: 3 clusters Score -2493267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2493276.250000 Penalty: 5085.409180
	Iteration 44Q: 3 clusters Score -2493276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -2493290.750000 Penalty: 5085.409180
	Iteration 45Q: 3 clusters Score -2493291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -2493305.000000 Penalty: 5085.409180
	Iteration 46Q: 3 clusters Score -2493305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2493324.250000 Penalty: 5085.409180
	Iteration 47Q: 3 clusters Score -2493324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -2493338.750000 Penalty: 5085.409180
	Iteration 48Q: 3 clusters Score -2493339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2493368.000000 Penalty: 5085.409180
	Iteration 49Q: 3 clusters Score -2493368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2493387.250000 Penalty: 5085.409180
	Iteration 50Q: 3 clusters Score -2493387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2493419.500000 Penalty: 5085.409180
	Iteration 51Q: 3 clusters Score -2493420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2493446.750000 Penalty: 5085.409180
	Iteration 52Q: 3 clusters Score -2493447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -2493457.750000 Penalty: 5085.409180
	Iteration 53Q: 3 clusters Score -2493458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -2493480.000000 Penalty: 5085.409180
	Iteration 54Q: 3 clusters Score -2493480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -2493498.750000 Penalty: 5085.409180
	Iteration 55Q: 3 clusters Score -2493499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2493523.000000 Penalty: 5085.409180
	Iteration 56Q: 3 clusters Score -2493523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -2493545.000000 Penalty: 5085.409180
	Iteration 57Q: 3 clusters Score -2493545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -2493567.500000 Penalty: 5085.409180
	Iteration 58Q: 3 clusters Score -2493568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2493581.250000 Penalty: 5085.409180
	Iteration 59Q: 3 clusters Score -2493581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2493591.750000 Penalty: 5085.409180
	Iteration 60F: 3 clusters Score -2493592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -2493608.000000 Penalty: 5085.409180
	Iteration 61Q: 3 clusters Score -2493608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2493632.250000 Penalty: 5085.409180
	Iteration 62Q: 3 clusters Score -2493632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2493655.750000 Penalty: 5085.409180
	Iteration 63Q: 3 clusters Score -2493656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2493688.250000 Penalty: 5085.409180
	Iteration 64Q: 3 clusters Score -2493688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -2493693.500000 Penalty: 5085.409180
	Iteration 65Q: 3 clusters Score -2493694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2493710.250000 Penalty: 5085.409180
	Iteration 66Q: 3 clusters Score -2493710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2493716.750000 Penalty: 5085.409180
	Iteration 67Q: 3 clusters Score -2493717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2493730.250000 Penalty: 5085.409180
	Iteration 68Q: 3 clusters Score -2493730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2493740.750000 Penalty: 5085.409180
	Iteration 69Q: 3 clusters Score -2493741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2493750.750000 Penalty: 5085.409180
	Iteration 70Q: 3 clusters Score -2493751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2493759.250000 Penalty: 5085.409180
	Iteration 71Q: 3 clusters Score -2493759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2493772.500000 Penalty: 5085.409180
	Iteration 72Q: 3 clusters Score -2493772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2493774.250000 Penalty: 5085.409180
	Iteration 73Q: 3 clusters Score -2493774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2493775.750000 Penalty: 5085.409180
	Iteration 74Q: 3 clusters Score -2493776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2493774.750000 Penalty: 5085.409180
	Iteration 75Q: 3 clusters Score -2493775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -2493779.500000 Penalty: 5085.409180
	Iteration 76Q: 3 clusters Score -2493780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2493778.250000 Penalty: 5085.409180
	Iteration 77Q: 3 clusters Score -2493778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2493779.000000 Penalty: 5085.409180
	Iteration 78Q: 3 clusters Score -2493779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -2493789.500000 Penalty: 5085.409180
	Iteration 79Q: 3 clusters Score -2493790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -2493790.000000 Penalty: 5085.409180
	Iteration 80F: 3 clusters Score -2493790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -2493795.500000 Penalty: 5085.409180
	Iteration 81Q: 3 clusters Score -2493796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2493793.250000 Penalty: 5085.409180
	Iteration 82Q: 3 clusters Score -2493793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2493795.500000 Penalty: 5085.409180
	Iteration 83Q: 3 clusters Score -2493796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2493796.000000 Penalty: 5085.409180
	Iteration 84Q: 3 clusters Score -2493796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -2493795.000000 Penalty: 5085.409180
	Iteration 85Q: 3 clusters Score -2493795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2493797.250000 Penalty: 5085.409180
	Iteration 86Q: 3 clusters Score -2493797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2493796.250000 Penalty: 5085.409180
	Iteration 87Q: 3 clusters Score -2493796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -2493794.750000 Penalty: 5085.409180
	Iteration 88Q: 3 clusters Score -2493795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -2493794.750000 Penalty: 5085.409180
	Iteration 89F: 3 clusters Score -2493795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -100932.773438 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -100932.8 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 597 members 
Entering Unmasked Estep 
Score: -98817.953125 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -98817.95 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99142.796875 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -99142.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -99229.718750 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -99229.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99290.984375 Penalty: 3519.973633
	Iteration 3Q: 3 clusters Score -99290.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99337.156250 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -99337.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99375.500000 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -99375.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99413.484375 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -99413.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99443.148438 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -99443.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -99469.132812 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -99469.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99489.750000 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -99489.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99509.953125 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -99509.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99531.445312 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -99531.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -99553.031250 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -99553.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -99565.710938 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -99565.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -99575.617188 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -99575.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99587.867188 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -99587.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99596.570312 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -99596.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -99602.968750 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -99602.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -99605.000000 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -99605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99606.093750 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -99606.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99610.093750 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -99610.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99610.210938 Penalty: 3519.973633
	Iteration 21Q: 3 clusters Score -99610.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99610.210938 Penalty: 3519.973633
	Iteration 22F: 3 clusters Score -99610.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -411245.937500 Penalty: 2108.465332
	Iteration 0F: 2 clusters Score -411245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -406726.375000 Penalty: 4216.930664
	Iteration 0F: 3 clusters Score -406726.4 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -407838.187500 Penalty: 4216.930664
	Iteration 1F: 3 clusters Score -407838.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -408110.281250 Penalty: 4216.930664
	Iteration 2F: 3 clusters Score -408110.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -408337.500000 Penalty: 4216.930664
	Iteration 3F: 3 clusters Score -408337.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -408542.000000 Penalty: 4216.930664
	Iteration 4F: 3 clusters Score -408542 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -408734.875000 Penalty: 4216.930664
	Iteration 5F: 3 clusters Score -408734.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -408924.968750 Penalty: 4216.930664
	Iteration 6Q: 3 clusters Score -408925 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -409101.875000 Penalty: 4216.930664
	Iteration 7Q: 3 clusters Score -409101.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -409263.687500 Penalty: 4216.930664
	Iteration 8Q: 3 clusters Score -409263.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -409406.218750 Penalty: 4216.930664
	Iteration 9Q: 3 clusters Score -409406.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -409535.093750 Penalty: 4216.930664
	Iteration 10Q: 3 clusters Score -409535.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -409612.593750 Penalty: 4216.930664
	Iteration 11Q: 3 clusters Score -409612.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -409653.156250 Penalty: 4216.930664
	Iteration 12Q: 3 clusters Score -409653.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -409681.875000 Penalty: 4216.930664
	Iteration 13Q: 3 clusters Score -409681.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -409699.781250 Penalty: 4216.930664
	Iteration 14Q: 3 clusters Score -409699.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -409711.781250 Penalty: 4216.930664
	Iteration 15Q: 3 clusters Score -409711.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -409721.781250 Penalty: 4216.930664
	Iteration 16Q: 3 clusters Score -409721.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -409731.312500 Penalty: 4216.930664
	Iteration 17Q: 3 clusters Score -409731.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -409739.875000 Penalty: 4216.930664
	Iteration 18Q: 3 clusters Score -409739.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -409749.187500 Penalty: 4216.930664
	Iteration 19Q: 3 clusters Score -409749.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -409758.718750 Penalty: 4216.930664
	Iteration 20F: 3 clusters Score -409758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -409763.218750 Penalty: 4216.930664
	Iteration 21Q: 3 clusters Score -409763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -409766.468750 Penalty: 4216.930664
	Iteration 22Q: 3 clusters Score -409766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -409768.250000 Penalty: 4216.930664
	Iteration 23Q: 3 clusters Score -409768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -409770.031250 Penalty: 4216.930664
	Iteration 24Q: 3 clusters Score -409770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -409770.781250 Penalty: 4216.930664
	Iteration 25Q: 3 clusters Score -409770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -409773.562500 Penalty: 4216.930664
	Iteration 26Q: 3 clusters Score -409773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -409774.000000 Penalty: 4216.930664
	Iteration 27Q: 3 clusters Score -409774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -409774.656250 Penalty: 4216.930664
	Iteration 28Q: 3 clusters Score -409774.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -409775.906250 Penalty: 4216.930664
	Iteration 29Q: 3 clusters Score -409775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -409775.875000 Penalty: 4216.930664
	Iteration 30Q: 3 clusters Score -409775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -409776.062500 Penalty: 4216.930664
	Iteration 31Q: 3 clusters Score -409776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -409776.062500 Penalty: 4216.930664
	Iteration 32F: 3 clusters Score -409776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (71260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Entering Unmasked Estep 
Score: -6305880.500000 Penalty: 2771.174316
	Iteration 0F: 2 clusters Score -6305880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -6258081.500000 Penalty: 5542.348633
	Iteration 0F: 3 clusters Score -6258082 nChanged 33433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -6276907.000000 Penalty: 5542.348633
	Iteration 1F: 3 clusters Score -6276907 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -6277752.000000 Penalty: 5542.348633
	Iteration 2Q: 3 clusters Score -6277752 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -6278947.500000 Penalty: 5542.348633
	Iteration 3Q: 3 clusters Score -6278948 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -6280836.500000 Penalty: 5542.348633
	Iteration 4F: 3 clusters Score -6280836 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -6283821.000000 Penalty: 5542.348633
	Iteration 5F: 3 clusters Score -6283821 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -6287962.000000 Penalty: 5542.348633
	Iteration 6F: 3 clusters Score -6287962 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -6292357.000000 Penalty: 5542.348633
	Iteration 7F: 3 clusters Score -6292357 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -6296214.000000 Penalty: 5542.348633
	Iteration 8F: 3 clusters Score -6296214 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -6298920.500000 Penalty: 5542.348633
	Iteration 9Q: 3 clusters Score -6298920 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -6300696.000000 Penalty: 5542.348633
	Iteration 10Q: 3 clusters Score -6300696 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -6301875.000000 Penalty: 5542.348633
	Iteration 11Q: 3 clusters Score -6301875 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -6302569.500000 Penalty: 5542.348633
	Iteration 12Q: 3 clusters Score -6302570 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -6303038.000000 Penalty: 5542.348633
	Iteration 13Q: 3 clusters Score -6303038 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -6303335.000000 Penalty: 5542.348633
	Iteration 14Q: 3 clusters Score -6303335 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -6303519.500000 Penalty: 5542.348633
	Iteration 15Q: 3 clusters Score -6303520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -6303638.500000 Penalty: 5542.348633
	Iteration 16Q: 3 clusters Score -6303638 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -6303713.500000 Penalty: 5542.348633
	Iteration 17Q: 3 clusters Score -6303714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -6303796.500000 Penalty: 5542.348633
	Iteration 18Q: 3 clusters Score -6303796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 68574 members 
Entering Unmasked Estep 
Score: -6303869.000000 Penalty: 5542.348633
	Iteration 19Q: 3 clusters Score -6303869 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -6303888.000000 Penalty: 5542.348633
	Iteration 20F: 3 clusters Score -6303888 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -6303884.500000 Penalty: 5542.348633
	Iteration 21Q: 3 clusters Score -6303884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -6303919.000000 Penalty: 5542.348633
	Iteration 22Q: 3 clusters Score -6303919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -6303932.500000 Penalty: 5542.348633
	Iteration 23Q: 3 clusters Score -6303932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -6303951.500000 Penalty: 5542.348633
	Iteration 24Q: 3 clusters Score -6303952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -6303958.500000 Penalty: 5542.348633
	Iteration 25Q: 3 clusters Score -6303958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -6303983.500000 Penalty: 5542.348633
	Iteration 26Q: 3 clusters Score -6303984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -6303991.500000 Penalty: 5542.348633
	Iteration 27Q: 3 clusters Score -6303992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -6303983.000000 Penalty: 5542.348633
	Iteration 28Q: 3 clusters Score -6303983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -6303990.000000 Penalty: 5542.348633
	Iteration 29Q: 3 clusters Score -6303990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -6303996.000000 Penalty: 5542.348633
	Iteration 30Q: 3 clusters Score -6303996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -6303997.500000 Penalty: 5542.348633
	Iteration 31Q: 3 clusters Score -6303998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -6303997.000000 Penalty: 5542.348633
	Iteration 32Q: 3 clusters Score -6303997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 68822 members 
Entering Unmasked Estep 
Score: -6304005.500000 Penalty: 5542.348633
	Iteration 33Q: 3 clusters Score -6304006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -6304009.500000 Penalty: 5542.348633
	Iteration 34Q: 3 clusters Score -6304010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -6304008.000000 Penalty: 5542.348633
	Iteration 35Q: 3 clusters Score -6304008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -6304006.000000 Penalty: 5542.348633
	Iteration 36Q: 3 clusters Score -6304006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -6304012.500000 Penalty: 5542.348633
	Iteration 37Q: 3 clusters Score -6304012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -6304011.500000 Penalty: 5542.348633
	Iteration 38Q: 3 clusters Score -6304012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -6304022.500000 Penalty: 5542.348633
	Iteration 39Q: 3 clusters Score -6304022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -6304024.000000 Penalty: 5542.348633
	Iteration 40F: 3 clusters Score -6304024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -6304036.000000 Penalty: 5542.348633
	Iteration 41Q: 3 clusters Score -6304036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -6304032.000000 Penalty: 5542.348633
	Iteration 42Q: 3 clusters Score -6304032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -6304036.000000 Penalty: 5542.348633
	Iteration 43Q: 3 clusters Score -6304036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -6304037.000000 Penalty: 5542.348633
	Iteration 44Q: 3 clusters Score -6304037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -6304042.000000 Penalty: 5542.348633
	Iteration 45Q: 3 clusters Score -6304042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -6304038.000000 Penalty: 5542.348633
	Iteration 46Q: 3 clusters Score -6304038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -6304037.500000 Penalty: 5542.348633
	Iteration 47Q: 3 clusters Score -6304038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -6304041.000000 Penalty: 5542.348633
	Iteration 48Q: 3 clusters Score -6304041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -6304039.000000 Penalty: 5542.348633
	Iteration 49Q: 3 clusters Score -6304039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -6304035.000000 Penalty: 5542.348633
	Iteration 50Q: 3 clusters Score -6304035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -6304038.000000 Penalty: 5542.348633
	Iteration 51Q: 3 clusters Score -6304038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -6304040.000000 Penalty: 5542.348633
	Iteration 52Q: 3 clusters Score -6304040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -6304040.000000 Penalty: 5542.348633
	Iteration 53Q: 3 clusters Score -6304040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -6304051.500000 Penalty: 5542.348633
	Iteration 54Q: 3 clusters Score -6304052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 68998 members 
Entering Unmasked Estep 
Score: -6304041.000000 Penalty: 5542.348633
	Iteration 55Q: 3 clusters Score -6304041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -6304045.000000 Penalty: 5542.348633
	Iteration 56Q: 3 clusters Score -6304045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -6304048.500000 Penalty: 5542.348633
	Iteration 57Q: 3 clusters Score -6304048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -6304051.000000 Penalty: 5542.348633
	Iteration 58Q: 3 clusters Score -6304051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -6304061.500000 Penalty: 5542.348633
	Iteration 59Q: 3 clusters Score -6304062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -6304053.000000 Penalty: 5542.348633
	Iteration 60F: 3 clusters Score -6304053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -6304050.000000 Penalty: 5542.348633
	Iteration 61Q: 3 clusters Score -6304050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 69026 members 
Entering Unmasked Estep 
Score: -6304052.000000 Penalty: 5542.348633
	Iteration 62Q: 3 clusters Score -6304052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -6304051.000000 Penalty: 5542.348633
	Iteration 63Q: 3 clusters Score -6304051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -6304049.500000 Penalty: 5542.348633
	Iteration 64Q: 3 clusters Score -6304050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -6304051.500000 Penalty: 5542.348633
	Iteration 65Q: 3 clusters Score -6304052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -6304057.000000 Penalty: 5542.348633
	Iteration 66Q: 3 clusters Score -6304057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -6304050.500000 Penalty: 5542.348633
	Iteration 67Q: 3 clusters Score -6304050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -6304051.000000 Penalty: 5542.348633
	Iteration 68Q: 3 clusters Score -6304051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -6304052.000000 Penalty: 5542.348633
	Iteration 69Q: 3 clusters Score -6304052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -6304051.500000 Penalty: 5542.348633
	Iteration 70Q: 3 clusters Score -6304052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -6304054.000000 Penalty: 5542.348633
	Iteration 71Q: 3 clusters Score -6304054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -6304054.500000 Penalty: 5542.348633
	Iteration 72Q: 3 clusters Score -6304054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -6304060.000000 Penalty: 5542.348633
	Iteration 73Q: 3 clusters Score -6304060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -6304061.500000 Penalty: 5542.348633
	Iteration 74Q: 3 clusters Score -6304062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -6304061.500000 Penalty: 5542.348633
	Iteration 75F: 3 clusters Score -6304062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Entering Unmasked Estep 
Score: -2319481.000000 Penalty: 2529.109131
	Iteration 0F: 2 clusters Score -2319481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2301068.500000 Penalty: 5058.218262
	Iteration 0F: 3 clusters Score -2301068 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2307493.000000 Penalty: 5058.218262
	Iteration 1F: 3 clusters Score -2307493 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2307999.250000 Penalty: 5058.218262
	Iteration 2F: 3 clusters Score -2307999 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2308425.250000 Penalty: 5058.218262
	Iteration 3Q: 3 clusters Score -2308425 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2308868.500000 Penalty: 5058.218262
	Iteration 4Q: 3 clusters Score -2308868 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2309437.750000 Penalty: 5058.218262
	Iteration 5Q: 3 clusters Score -2309438 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2310189.750000 Penalty: 5058.218262
	Iteration 6F: 3 clusters Score -2310190 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2311177.000000 Penalty: 5058.218262
	Iteration 7F: 3 clusters Score -2311177 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2312395.500000 Penalty: 5058.218262
	Iteration 8F: 3 clusters Score -2312396 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2313651.750000 Penalty: 5058.218262
	Iteration 9F: 3 clusters Score -2313652 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2314837.000000 Penalty: 5058.218262
	Iteration 10F: 3 clusters Score -2314837 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -2315692.500000 Penalty: 5058.218262
	Iteration 11Q: 3 clusters Score -2315692 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -2316252.000000 Penalty: 5058.218262
	Iteration 12Q: 3 clusters Score -2316252 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2316651.000000 Penalty: 5058.218262
	Iteration 13Q: 3 clusters Score -2316651 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2316894.000000 Penalty: 5058.218262
	Iteration 14Q: 3 clusters Score -2316894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2317032.750000 Penalty: 5058.218262
	Iteration 15Q: 3 clusters Score -2317033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -2317100.500000 Penalty: 5058.218262
	Iteration 16Q: 3 clusters Score -2317100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -2317170.500000 Penalty: 5058.218262
	Iteration 17Q: 3 clusters Score -2317170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2317212.250000 Penalty: 5058.218262
	Iteration 18Q: 3 clusters Score -2317212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2317234.000000 Penalty: 5058.218262
	Iteration 19Q: 3 clusters Score -2317234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2317260.250000 Penalty: 5058.218262
	Iteration 20F: 3 clusters Score -2317260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2317281.000000 Penalty: 5058.218262
	Iteration 21Q: 3 clusters Score -2317281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -2317292.250000 Penalty: 5058.218262
	Iteration 22Q: 3 clusters Score -2317292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -2317298.500000 Penalty: 5058.218262
	Iteration 23Q: 3 clusters Score -2317298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -2317309.000000 Penalty: 5058.218262
	Iteration 24Q: 3 clusters Score -2317309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -2317319.750000 Penalty: 5058.218262
	Iteration 25Q: 3 clusters Score -2317320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -2317325.750000 Penalty: 5058.218262
	Iteration 26Q: 3 clusters Score -2317326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -2317331.000000 Penalty: 5058.218262
	Iteration 27Q: 3 clusters Score -2317331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2317331.750000 Penalty: 5058.218262
	Iteration 28Q: 3 clusters Score -2317332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -2317340.000000 Penalty: 5058.218262
	Iteration 29Q: 3 clusters Score -2317340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -2317340.250000 Penalty: 5058.218262
	Iteration 30Q: 3 clusters Score -2317340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2317344.750000 Penalty: 5058.218262
	Iteration 31Q: 3 clusters Score -2317345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2317344.250000 Penalty: 5058.218262
	Iteration 32Q: 3 clusters Score -2317344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -2317346.000000 Penalty: 5058.218262
	Iteration 33Q: 3 clusters Score -2317346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -2317347.250000 Penalty: 5058.218262
	Iteration 34Q: 3 clusters Score -2317347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2317347.500000 Penalty: 5058.218262
	Iteration 35Q: 3 clusters Score -2317348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2317350.000000 Penalty: 5058.218262
	Iteration 36Q: 3 clusters Score -2317350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2317350.000000 Penalty: 5058.218262
	Iteration 37Q: 3 clusters Score -2317350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2317351.500000 Penalty: 5058.218262
	Iteration 38Q: 3 clusters Score -2317352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2317352.500000 Penalty: 5058.218262
	Iteration 39Q: 3 clusters Score -2317352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2317356.250000 Penalty: 5058.218262
	Iteration 40F: 3 clusters Score -2317356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -2317360.250000 Penalty: 5058.218262
	Iteration 41Q: 3 clusters Score -2317360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2317363.000000 Penalty: 5058.218262
	Iteration 42Q: 3 clusters Score -2317363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -2317370.500000 Penalty: 5058.218262
	Iteration 43Q: 3 clusters Score -2317370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2317378.750000 Penalty: 5058.218262
	Iteration 44Q: 3 clusters Score -2317379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2317382.250000 Penalty: 5058.218262
	Iteration 45Q: 3 clusters Score -2317382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -2317383.250000 Penalty: 5058.218262
	Iteration 46Q: 3 clusters Score -2317383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2317387.000000 Penalty: 5058.218262
	Iteration 47Q: 3 clusters Score -2317387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -2317389.500000 Penalty: 5058.218262
	Iteration 48Q: 3 clusters Score -2317390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -2317396.500000 Penalty: 5058.218262
	Iteration 49Q: 3 clusters Score -2317396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2317398.750000 Penalty: 5058.218262
	Iteration 50Q: 3 clusters Score -2317399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -2317404.250000 Penalty: 5058.218262
	Iteration 51Q: 3 clusters Score -2317404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2317405.000000 Penalty: 5058.218262
	Iteration 52Q: 3 clusters Score -2317405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2317411.500000 Penalty: 5058.218262
	Iteration 53Q: 3 clusters Score -2317412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2317409.750000 Penalty: 5058.218262
	Iteration 54Q: 3 clusters Score -2317410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2317409.750000 Penalty: 5058.218262
	Iteration 55F: 3 clusters Score -2317410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Entering Unmasked Estep 
Score: -939259.687500 Penalty: 2302.514893
	Iteration 0F: 2 clusters Score -939259.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -931163.375000 Penalty: 4605.029785
	Iteration 0F: 3 clusters Score -931163.4 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -933599.437500 Penalty: 4605.029785
	Iteration 1F: 3 clusters Score -933599.4 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -933928.875000 Penalty: 4605.029785
	Iteration 2F: 3 clusters Score -933928.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -934173.687500 Penalty: 4605.029785
	Iteration 3F: 3 clusters Score -934173.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -934376.062500 Penalty: 4605.029785
	Iteration 4Q: 3 clusters Score -934376.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -934569.937500 Penalty: 4605.029785
	Iteration 5Q: 3 clusters Score -934569.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -934771.687500 Penalty: 4605.029785
	Iteration 6Q: 3 clusters Score -934771.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -934989.625000 Penalty: 4605.029785
	Iteration 7Q: 3 clusters Score -934989.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -935236.500000 Penalty: 4605.029785
	Iteration 8Q: 3 clusters Score -935236.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -935475.250000 Penalty: 4605.029785
	Iteration 9Q: 3 clusters Score -935475.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -935738.187500 Penalty: 4605.029785
	Iteration 10Q: 3 clusters Score -935738.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -936035.687500 Penalty: 4605.029785
	Iteration 11Q: 3 clusters Score -936035.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -936288.125000 Penalty: 4605.029785
	Iteration 12Q: 3 clusters Score -936288.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -936483.750000 Penalty: 4605.029785
	Iteration 13Q: 3 clusters Score -936483.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -936605.937500 Penalty: 4605.029785
	Iteration 14Q: 3 clusters Score -936605.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -936680.125000 Penalty: 4605.029785
	Iteration 15Q: 3 clusters Score -936680.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -936737.812500 Penalty: 4605.029785
	Iteration 16Q: 3 clusters Score -936737.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -936780.937500 Penalty: 4605.029785
	Iteration 17Q: 3 clusters Score -936780.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -936809.937500 Penalty: 4605.029785
	Iteration 18Q: 3 clusters Score -936809.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -936831.687500 Penalty: 4605.029785
	Iteration 19Q: 3 clusters Score -936831.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -936853.187500 Penalty: 4605.029785
	Iteration 20F: 3 clusters Score -936853.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -936871.187500 Penalty: 4605.029785
	Iteration 21Q: 3 clusters Score -936871.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -936888.312500 Penalty: 4605.029785
	Iteration 22Q: 3 clusters Score -936888.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -936908.875000 Penalty: 4605.029785
	Iteration 23Q: 3 clusters Score -936908.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -936927.562500 Penalty: 4605.029785
	Iteration 24Q: 3 clusters Score -936927.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -936948.875000 Penalty: 4605.029785
	Iteration 25Q: 3 clusters Score -936948.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -936971.000000 Penalty: 4605.029785
	Iteration 26Q: 3 clusters Score -936971 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -936998.750000 Penalty: 4605.029785
	Iteration 27Q: 3 clusters Score -936998.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -937026.437500 Penalty: 4605.029785
	Iteration 28Q: 3 clusters Score -937026.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -937051.312500 Penalty: 4605.029785
	Iteration 29Q: 3 clusters Score -937051.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -937080.250000 Penalty: 4605.029785
	Iteration 30Q: 3 clusters Score -937080.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -937105.000000 Penalty: 4605.029785
	Iteration 31Q: 3 clusters Score -937105 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -937129.312500 Penalty: 4605.029785
	Iteration 32Q: 3 clusters Score -937129.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -937153.437500 Penalty: 4605.029785
	Iteration 33Q: 3 clusters Score -937153.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -937173.250000 Penalty: 4605.029785
	Iteration 34Q: 3 clusters Score -937173.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -937191.437500 Penalty: 4605.029785
	Iteration 35Q: 3 clusters Score -937191.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -937208.062500 Penalty: 4605.029785
	Iteration 36Q: 3 clusters Score -937208.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -937228.750000 Penalty: 4605.029785
	Iteration 37Q: 3 clusters Score -937228.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -937245.812500 Penalty: 4605.029785
	Iteration 38Q: 3 clusters Score -937245.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -937267.437500 Penalty: 4605.029785
	Iteration 39Q: 3 clusters Score -937267.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -937281.000000 Penalty: 4605.029785
	Iteration 40F: 3 clusters Score -937281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -937295.000000 Penalty: 4605.029785
	Iteration 41Q: 3 clusters Score -937295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -937307.250000 Penalty: 4605.029785
	Iteration 42Q: 3 clusters Score -937307.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -937320.562500 Penalty: 4605.029785
	Iteration 43Q: 3 clusters Score -937320.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -937332.562500 Penalty: 4605.029785
	Iteration 44Q: 3 clusters Score -937332.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -937336.875000 Penalty: 4605.029785
	Iteration 45Q: 3 clusters Score -937336.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -937342.187500 Penalty: 4605.029785
	Iteration 46Q: 3 clusters Score -937342.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -937346.250000 Penalty: 4605.029785
	Iteration 47Q: 3 clusters Score -937346.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -937348.687500 Penalty: 4605.029785
	Iteration 48Q: 3 clusters Score -937348.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -937349.437500 Penalty: 4605.029785
	Iteration 49Q: 3 clusters Score -937349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -937353.437500 Penalty: 4605.029785
	Iteration 50Q: 3 clusters Score -937353.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -937356.687500 Penalty: 4605.029785
	Iteration 51Q: 3 clusters Score -937356.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -937359.437500 Penalty: 4605.029785
	Iteration 52Q: 3 clusters Score -937359.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -937359.562500 Penalty: 4605.029785
	Iteration 53Q: 3 clusters Score -937359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -937362.625000 Penalty: 4605.029785
	Iteration 54Q: 3 clusters Score -937362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -937363.687500 Penalty: 4605.029785
	Iteration 55Q: 3 clusters Score -937363.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -937365.875000 Penalty: 4605.029785
	Iteration 56Q: 3 clusters Score -937365.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -937367.000000 Penalty: 4605.029785
	Iteration 57Q: 3 clusters Score -937367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -937369.562500 Penalty: 4605.029785
	Iteration 58Q: 3 clusters Score -937369.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -937369.312500 Penalty: 4605.029785
	Iteration 59Q: 3 clusters Score -937369.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -937372.437500 Penalty: 4605.029785
	Iteration 60F: 3 clusters Score -937372.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -937372.500000 Penalty: 4605.029785
	Iteration 61Q: 3 clusters Score -937372.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -937373.125000 Penalty: 4605.029785
	Iteration 62Q: 3 clusters Score -937373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -937375.250000 Penalty: 4605.029785
	Iteration 63Q: 3 clusters Score -937375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -937372.687500 Penalty: 4605.029785
	Iteration 64Q: 3 clusters Score -937372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -937376.812500 Penalty: 4605.029785
	Iteration 65Q: 3 clusters Score -937376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -937376.125000 Penalty: 4605.029785
	Iteration 66Q: 3 clusters Score -937376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -937376.125000 Penalty: 4605.029785
	Iteration 67F: 3 clusters Score -937376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Entering Unmasked Estep 
Score: -819284.125000 Penalty: 2271.521973
	Iteration 0F: 2 clusters Score -819284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -811888.375000 Penalty: 4543.043945
	Iteration 0F: 3 clusters Score -811888.4 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -814056.687500 Penalty: 4543.043945
	Iteration 1F: 3 clusters Score -814056.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -814436.062500 Penalty: 4543.043945
	Iteration 2F: 3 clusters Score -814436.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -814809.750000 Penalty: 4543.043945
	Iteration 3F: 3 clusters Score -814809.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -815191.562500 Penalty: 4543.043945
	Iteration 4F: 3 clusters Score -815191.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -815569.812500 Penalty: 4543.043945
	Iteration 5Q: 3 clusters Score -815569.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -815916.812500 Penalty: 4543.043945
	Iteration 6Q: 3 clusters Score -815916.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -816266.625000 Penalty: 4543.043945
	Iteration 7Q: 3 clusters Score -816266.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -816566.937500 Penalty: 4543.043945
	Iteration 8Q: 3 clusters Score -816566.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -816799.750000 Penalty: 4543.043945
	Iteration 9Q: 3 clusters Score -816799.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -816939.750000 Penalty: 4543.043945
	Iteration 10Q: 3 clusters Score -816939.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -817028.562500 Penalty: 4543.043945
	Iteration 11Q: 3 clusters Score -817028.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -817098.437500 Penalty: 4543.043945
	Iteration 12Q: 3 clusters Score -817098.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -817163.125000 Penalty: 4543.043945
	Iteration 13Q: 3 clusters Score -817163.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -817227.812500 Penalty: 4543.043945
	Iteration 14Q: 3 clusters Score -817227.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -817303.375000 Penalty: 4543.043945
	Iteration 15Q: 3 clusters Score -817303.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -817387.812500 Penalty: 4543.043945
	Iteration 16Q: 3 clusters Score -817387.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -817489.687500 Penalty: 4543.043945
	Iteration 17Q: 3 clusters Score -817489.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -817563.250000 Penalty: 4543.043945
	Iteration 18Q: 3 clusters Score -817563.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -817628.187500 Penalty: 4543.043945
	Iteration 19Q: 3 clusters Score -817628.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -817700.375000 Penalty: 4543.043945
	Iteration 20F: 3 clusters Score -817700.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -817765.812500 Penalty: 4543.043945
	Iteration 21Q: 3 clusters Score -817765.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -817818.375000 Penalty: 4543.043945
	Iteration 22Q: 3 clusters Score -817818.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -817859.875000 Penalty: 4543.043945
	Iteration 23Q: 3 clusters Score -817859.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -817896.125000 Penalty: 4543.043945
	Iteration 24Q: 3 clusters Score -817896.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -817924.687500 Penalty: 4543.043945
	Iteration 25Q: 3 clusters Score -817924.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -817937.625000 Penalty: 4543.043945
	Iteration 26Q: 3 clusters Score -817937.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -817947.312500 Penalty: 4543.043945
	Iteration 27Q: 3 clusters Score -817947.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -817955.687500 Penalty: 4543.043945
	Iteration 28Q: 3 clusters Score -817955.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -817961.062500 Penalty: 4543.043945
	Iteration 29Q: 3 clusters Score -817961.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -817967.750000 Penalty: 4543.043945
	Iteration 30Q: 3 clusters Score -817967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -817968.375000 Penalty: 4543.043945
	Iteration 31Q: 3 clusters Score -817968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -817972.062500 Penalty: 4543.043945
	Iteration 32Q: 3 clusters Score -817972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -817973.000000 Penalty: 4543.043945
	Iteration 33Q: 3 clusters Score -817973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -817974.562500 Penalty: 4543.043945
	Iteration 34Q: 3 clusters Score -817974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -817974.875000 Penalty: 4543.043945
	Iteration 35Q: 3 clusters Score -817974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -817975.125000 Penalty: 4543.043945
	Iteration 36Q: 3 clusters Score -817975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -817974.937500 Penalty: 4543.043945
	Iteration 37Q: 3 clusters Score -817974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -817978.250000 Penalty: 4543.043945
	Iteration 38Q: 3 clusters Score -817978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -817980.125000 Penalty: 4543.043945
	Iteration 39Q: 3 clusters Score -817980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -817982.625000 Penalty: 4543.043945
	Iteration 40F: 3 clusters Score -817982.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -817983.312500 Penalty: 4543.043945
	Iteration 41Q: 3 clusters Score -817983.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -817986.187500 Penalty: 4543.043945
	Iteration 42Q: 3 clusters Score -817986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -817987.312500 Penalty: 4543.043945
	Iteration 43Q: 3 clusters Score -817987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -817987.625000 Penalty: 4543.043945
	Iteration 44Q: 3 clusters Score -817987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -817987.500000 Penalty: 4543.043945
	Iteration 45Q: 3 clusters Score -817987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -817988.375000 Penalty: 4543.043945
	Iteration 46Q: 3 clusters Score -817988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -817991.437500 Penalty: 4543.043945
	Iteration 47Q: 3 clusters Score -817991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -817994.375000 Penalty: 4543.043945
	Iteration 48Q: 3 clusters Score -817994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -817992.562500 Penalty: 4543.043945
	Iteration 49Q: 3 clusters Score -817992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -817994.125000 Penalty: 4543.043945
	Iteration 50Q: 3 clusters Score -817994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -817993.687500 Penalty: 4543.043945
	Iteration 51Q: 3 clusters Score -817993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -817993.937500 Penalty: 4543.043945
	Iteration 52Q: 3 clusters Score -817993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -817993.937500 Penalty: 4543.043945
	Iteration 53F: 3 clusters Score -817993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -266761.812500 Penalty: 2002.203979
	Iteration 0F: 2 clusters Score -266761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -263381.093750 Penalty: 4004.407959
	Iteration 0F: 3 clusters Score -263381.1 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -264053.343750 Penalty: 4004.407959
	Iteration 1F: 3 clusters Score -264053.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -264216.875000 Penalty: 4004.407959
	Iteration 2F: 3 clusters Score -264216.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -264294.312500 Penalty: 4004.407959
	Iteration 3Q: 3 clusters Score -264294.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -264347.375000 Penalty: 4004.407959
	Iteration 4Q: 3 clusters Score -264347.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -264380.875000 Penalty: 4004.407959
	Iteration 5Q: 3 clusters Score -264380.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -264407.625000 Penalty: 4004.407959
	Iteration 6Q: 3 clusters Score -264407.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -264433.406250 Penalty: 4004.407959
	Iteration 7Q: 3 clusters Score -264433.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -264454.000000 Penalty: 4004.407959
	Iteration 8Q: 3 clusters Score -264454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -264471.968750 Penalty: 4004.407959
	Iteration 9Q: 3 clusters Score -264472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -264488.562500 Penalty: 4004.407959
	Iteration 10Q: 3 clusters Score -264488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -264507.593750 Penalty: 4004.407959
	Iteration 11Q: 3 clusters Score -264507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -264527.625000 Penalty: 4004.407959
	Iteration 12Q: 3 clusters Score -264527.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -264550.875000 Penalty: 4004.407959
	Iteration 13Q: 3 clusters Score -264550.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -264592.250000 Penalty: 4004.407959
	Iteration 14Q: 3 clusters Score -264592.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -264636.281250 Penalty: 4004.407959
	Iteration 15Q: 3 clusters Score -264636.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -264692.562500 Penalty: 4004.407959
	Iteration 16Q: 3 clusters Score -264692.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -264761.875000 Penalty: 4004.407959
	Iteration 17Q: 3 clusters Score -264761.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -264832.468750 Penalty: 4004.407959
	Iteration 18Q: 3 clusters Score -264832.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -264923.156250 Penalty: 4004.407959
	Iteration 19Q: 3 clusters Score -264923.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -265013.218750 Penalty: 4004.407959
	Iteration 20F: 3 clusters Score -265013.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -265101.687500 Penalty: 4004.407959
	Iteration 21Q: 3 clusters Score -265101.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -265208.906250 Penalty: 4004.407959
	Iteration 22Q: 3 clusters Score -265208.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -265284.843750 Penalty: 4004.407959
	Iteration 23Q: 3 clusters Score -265284.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -265343.250000 Penalty: 4004.407959
	Iteration 24Q: 3 clusters Score -265343.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -265402.156250 Penalty: 4004.407959
	Iteration 25Q: 3 clusters Score -265402.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -265453.718750 Penalty: 4004.407959
	Iteration 26Q: 3 clusters Score -265453.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -265505.312500 Penalty: 4004.407959
	Iteration 27Q: 3 clusters Score -265505.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -265537.531250 Penalty: 4004.407959
	Iteration 28Q: 3 clusters Score -265537.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -265573.750000 Penalty: 4004.407959
	Iteration 29Q: 3 clusters Score -265573.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -265592.500000 Penalty: 4004.407959
	Iteration 30Q: 3 clusters Score -265592.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -265603.437500 Penalty: 4004.407959
	Iteration 31Q: 3 clusters Score -265603.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -265615.250000 Penalty: 4004.407959
	Iteration 32Q: 3 clusters Score -265615.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -265626.062500 Penalty: 4004.407959
	Iteration 33Q: 3 clusters Score -265626.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -265634.093750 Penalty: 4004.407959
	Iteration 34Q: 3 clusters Score -265634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -265640.468750 Penalty: 4004.407959
	Iteration 35Q: 3 clusters Score -265640.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -265646.000000 Penalty: 4004.407959
	Iteration 36Q: 3 clusters Score -265646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -265653.343750 Penalty: 4004.407959
	Iteration 37Q: 3 clusters Score -265653.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -265661.062500 Penalty: 4004.407959
	Iteration 38Q: 3 clusters Score -265661.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -265667.031250 Penalty: 4004.407959
	Iteration 39Q: 3 clusters Score -265667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -265672.406250 Penalty: 4004.407959
	Iteration 40F: 3 clusters Score -265672.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -265676.062500 Penalty: 4004.407959
	Iteration 41Q: 3 clusters Score -265676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -265679.593750 Penalty: 4004.407959
	Iteration 42Q: 3 clusters Score -265679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -265682.187500 Penalty: 4004.407959
	Iteration 43Q: 3 clusters Score -265682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -265683.625000 Penalty: 4004.407959
	Iteration 44Q: 3 clusters Score -265683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -265685.968750 Penalty: 4004.407959
	Iteration 45Q: 3 clusters Score -265686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -265688.375000 Penalty: 4004.407959
	Iteration 46Q: 3 clusters Score -265688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -265690.812500 Penalty: 4004.407959
	Iteration 47Q: 3 clusters Score -265690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -265693.718750 Penalty: 4004.407959
	Iteration 48Q: 3 clusters Score -265693.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -265696.343750 Penalty: 4004.407959
	Iteration 49Q: 3 clusters Score -265696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -265698.468750 Penalty: 4004.407959
	Iteration 50Q: 3 clusters Score -265698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -265699.750000 Penalty: 4004.407959
	Iteration 51Q: 3 clusters Score -265699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -265701.218750 Penalty: 4004.407959
	Iteration 52Q: 3 clusters Score -265701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -265702.031250 Penalty: 4004.407959
	Iteration 53Q: 3 clusters Score -265702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -265703.781250 Penalty: 4004.407959
	Iteration 54Q: 3 clusters Score -265703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -265704.875000 Penalty: 4004.407959
	Iteration 55Q: 3 clusters Score -265704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -265705.843750 Penalty: 4004.407959
	Iteration 56Q: 3 clusters Score -265705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -265706.843750 Penalty: 4004.407959
	Iteration 57Q: 3 clusters Score -265706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -265707.187500 Penalty: 4004.407959
	Iteration 58Q: 3 clusters Score -265707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -265707.187500 Penalty: 4004.407959
	Iteration 59F: 3 clusters Score -265707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Entering Unmasked Estep 
Score: -1490604.000000 Penalty: 2413.326660
	Iteration 0F: 2 clusters Score -1490604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1478576.500000 Penalty: 4826.653320
	Iteration 0F: 3 clusters Score -1478576 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1482481.750000 Penalty: 4826.653320
	Iteration 1F: 3 clusters Score -1482482 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1482875.750000 Penalty: 4826.653320
	Iteration 2F: 3 clusters Score -1482876 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1483226.875000 Penalty: 4826.653320
	Iteration 3F: 3 clusters Score -1483227 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1483565.375000 Penalty: 4826.653320
	Iteration 4Q: 3 clusters Score -1483565 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1483931.250000 Penalty: 4826.653320
	Iteration 5Q: 3 clusters Score -1483931 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1484329.375000 Penalty: 4826.653320
	Iteration 6Q: 3 clusters Score -1484329 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1484820.875000 Penalty: 4826.653320
	Iteration 7Q: 3 clusters Score -1484821 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1485377.125000 Penalty: 4826.653320
	Iteration 8F: 3 clusters Score -1485377 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1485958.500000 Penalty: 4826.653320
	Iteration 9Q: 3 clusters Score -1485958 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1486502.250000 Penalty: 4826.653320
	Iteration 10Q: 3 clusters Score -1486502 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1486996.625000 Penalty: 4826.653320
	Iteration 11Q: 3 clusters Score -1486997 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1487368.375000 Penalty: 4826.653320
	Iteration 12Q: 3 clusters Score -1487368 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1487662.125000 Penalty: 4826.653320
	Iteration 13Q: 3 clusters Score -1487662 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1487868.125000 Penalty: 4826.653320
	Iteration 14Q: 3 clusters Score -1487868 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1488028.250000 Penalty: 4826.653320
	Iteration 15Q: 3 clusters Score -1488028 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1488137.250000 Penalty: 4826.653320
	Iteration 16Q: 3 clusters Score -1488137 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -1488203.375000 Penalty: 4826.653320
	Iteration 17Q: 3 clusters Score -1488203 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1488262.375000 Penalty: 4826.653320
	Iteration 18Q: 3 clusters Score -1488262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1488320.000000 Penalty: 4826.653320
	Iteration 19Q: 3 clusters Score -1488320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1488358.500000 Penalty: 4826.653320
	Iteration 20F: 3 clusters Score -1488358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1488383.000000 Penalty: 4826.653320
	Iteration 21Q: 3 clusters Score -1488383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1488396.625000 Penalty: 4826.653320
	Iteration 22Q: 3 clusters Score -1488397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1488410.125000 Penalty: 4826.653320
	Iteration 23Q: 3 clusters Score -1488410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1488419.375000 Penalty: 4826.653320
	Iteration 24Q: 3 clusters Score -1488419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1488430.125000 Penalty: 4826.653320
	Iteration 25Q: 3 clusters Score -1488430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1488434.375000 Penalty: 4826.653320
	Iteration 26Q: 3 clusters Score -1488434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1488440.000000 Penalty: 4826.653320
	Iteration 27Q: 3 clusters Score -1488440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1488442.375000 Penalty: 4826.653320
	Iteration 28Q: 3 clusters Score -1488442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1488452.500000 Penalty: 4826.653320
	Iteration 29Q: 3 clusters Score -1488452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1488457.750000 Penalty: 4826.653320
	Iteration 30Q: 3 clusters Score -1488458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1488465.000000 Penalty: 4826.653320
	Iteration 31Q: 3 clusters Score -1488465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1488474.125000 Penalty: 4826.653320
	Iteration 32Q: 3 clusters Score -1488474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1488475.625000 Penalty: 4826.653320
	Iteration 33Q: 3 clusters Score -1488476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1488480.125000 Penalty: 4826.653320
	Iteration 34Q: 3 clusters Score -1488480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1488485.500000 Penalty: 4826.653320
	Iteration 35Q: 3 clusters Score -1488486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1488488.500000 Penalty: 4826.653320
	Iteration 36Q: 3 clusters Score -1488488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1488492.500000 Penalty: 4826.653320
	Iteration 37Q: 3 clusters Score -1488492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1488502.000000 Penalty: 4826.653320
	Iteration 38Q: 3 clusters Score -1488502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1488504.750000 Penalty: 4826.653320
	Iteration 39Q: 3 clusters Score -1488505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1488512.625000 Penalty: 4826.653320
	Iteration 40F: 3 clusters Score -1488513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1488512.125000 Penalty: 4826.653320
	Iteration 41Q: 3 clusters Score -1488512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1488513.625000 Penalty: 4826.653320
	Iteration 42Q: 3 clusters Score -1488514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1488514.500000 Penalty: 4826.653320
	Iteration 43Q: 3 clusters Score -1488514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1488517.250000 Penalty: 4826.653320
	Iteration 44Q: 3 clusters Score -1488517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1488518.250000 Penalty: 4826.653320
	Iteration 45Q: 3 clusters Score -1488518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1488519.500000 Penalty: 4826.653320
	Iteration 46Q: 3 clusters Score -1488520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1488518.500000 Penalty: 4826.653320
	Iteration 47Q: 3 clusters Score -1488518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1488518.500000 Penalty: 4826.653320
	Iteration 48F: 3 clusters Score -1488518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 16822 members 
Mstep: Class 3 contains 17823 members 
Mstep: Class 4 contains 14491 members 
Mstep: Class 5 contains 16844 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 55827 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 27843 members 
Mstep: Class 12 contains 12971 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 327626 members 
Mstep: Class 18 contains 10515 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 102203 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 25798 members 
Mstep: Class 25 contains 5098 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 28363 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4924 members 
Mstep: Class 30 contains 71260 members 
Mstep: Class 31 contains 26850 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 9503 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 16834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006376.000000 Penalty: 125895.968750
Iteration 159Q: 37 clusters Score -1.130064e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 16811 members 
Mstep: Class 3 contains 17828 members 
Mstep: Class 4 contains 14487 members 
Mstep: Class 5 contains 16881 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5486 members 
Mstep: Class 8 contains 55234 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 6593 members 
Mstep: Class 11 contains 27738 members 
Mstep: Class 12 contains 12969 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 15 contains 4277 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 327637 members 
Mstep: Class 18 contains 10597 members 
Mstep: Class 19 contains 13992 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 8616 members 
Mstep: Class 22 contains 102221 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 5226 members 
Mstep: Class 26 contains 7674 members 
Mstep: Class 27 contains 28597 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 4965 members 
Mstep: Class 30 contains 70892 members 
Mstep: Class 31 contains 26842 members 
Mstep: Class 32 contains 10774 members 
Mstep: Class 33 contains 9516 members 
Mstep: Class 34 contains 3203 members 
Mstep: Class 35 contains 17354 members 
Mstep: Class 36 contains 16698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007056.000000 Penalty: 125895.968750
Iteration 160F: 37 clusters Score -1.130071e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 16793 members 
Mstep: Class 3 contains 17820 members 
Mstep: Class 4 contains 14481 members 
Mstep: Class 5 contains 16850 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5354 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 27648 members 
Mstep: Class 12 contains 12968 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 327662 members 
Mstep: Class 18 contains 10644 members 
Mstep: Class 19 contains 13988 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 102244 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 26157 members 
Mstep: Class 25 contains 5368 members 
Mstep: Class 26 contains 7673 members 
Mstep: Class 27 contains 28810 members 
Mstep: Class 28 contains 1208 members 
Mstep: Class 29 contains 5010 members 
Mstep: Class 30 contains 70513 members 
Mstep: Class 31 contains 26833 members 
Mstep: Class 32 contains 10771 members 
Mstep: Class 33 contains 9530 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 17364 members 
Mstep: Class 36 contains 17248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007416.000000 Penalty: 125895.968750
Iteration 161Q: 37 clusters Score -1.130074e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 16788 members 
Mstep: Class 3 contains 17821 members 
Mstep: Class 4 contains 14475 members 
Mstep: Class 5 contains 16830 members 
Mstep: Class 6 contains 418163 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 54772 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 27533 members 
Mstep: Class 12 contains 12967 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 4182 members 
Mstep: Class 16 contains 5801 members 
Mstep: Class 17 contains 327703 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 13975 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 102251 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 26121 members 
Mstep: Class 25 contains 5513 members 
Mstep: Class 26 contains 7675 members 
Mstep: Class 27 contains 29001 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 5050 members 
Mstep: Class 30 contains 70185 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 10775 members 
Mstep: Class 33 contains 9545 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 17362 members 
Mstep: Class 36 contains 17508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007408.000000 Penalty: 125895.968750
Iteration 162Q: 37 clusters Score -1.130074e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 16782 members 
Mstep: Class 3 contains 17825 members 
Mstep: Class 4 contains 14472 members 
Mstep: Class 5 contains 16807 members 
Mstep: Class 6 contains 418159 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 54676 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 27438 members 
Mstep: Class 12 contains 12966 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 15 contains 4130 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 327741 members 
Mstep: Class 18 contains 10821 members 
Mstep: Class 19 contains 13970 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 102267 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 26108 members 
Mstep: Class 25 contains 5651 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 29154 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 69856 members 
Mstep: Class 31 contains 26817 members 
Mstep: Class 32 contains 10761 members 
Mstep: Class 33 contains 9561 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 17364 members 
Mstep: Class 36 contains 17694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007448.000000 Penalty: 125895.968750
Iteration 163Q: 37 clusters Score -1.130074e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 16774 members 
Mstep: Class 3 contains 17825 members 
Mstep: Class 4 contains 14467 members 
Mstep: Class 5 contains 16776 members 
Mstep: Class 6 contains 418163 members 
Mstep: Class 7 contains 5194 members 
Mstep: Class 8 contains 54597 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 6594 members 
Mstep: Class 11 contains 27350 members 
Mstep: Class 12 contains 12966 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 4088 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 327780 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 19 contains 13962 members 
Mstep: Class 20 contains 8435 members 
Mstep: Class 21 contains 8631 members 
Mstep: Class 22 contains 102292 members 
Mstep: Class 23 contains 1176 members 
Mstep: Class 24 contains 26078 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 29298 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 69511 members 
Mstep: Class 31 contains 26809 members 
Mstep: Class 32 contains 10740 members 
Mstep: Class 33 contains 9584 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 17351 members 
Mstep: Class 36 contains 17860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007496.000000 Penalty: 125895.968750
Iteration 164Q: 37 clusters Score -1.130075e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 16760 members 
Mstep: Class 3 contains 17820 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 16751 members 
Mstep: Class 6 contains 418166 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 54532 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 27265 members 
Mstep: Class 12 contains 12964 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 5805 members 
Mstep: Class 17 contains 327789 members 
Mstep: Class 18 contains 11036 members 
Mstep: Class 19 contains 13961 members 
Mstep: Class 20 contains 8436 members 
Mstep: Class 21 contains 8643 members 
Mstep: Class 22 contains 102324 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26066 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 7684 members 
Mstep: Class 27 contains 29478 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 69134 members 
Mstep: Class 31 contains 26800 members 
Mstep: Class 32 contains 10731 members 
Mstep: Class 33 contains 9609 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 17347 members 
Mstep: Class 36 contains 17992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007744.000000 Penalty: 125895.968750
Iteration 165Q: 37 clusters Score -1.130077e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17821 members 
Mstep: Class 4 contains 14453 members 
Mstep: Class 5 contains 16736 members 
Mstep: Class 6 contains 418167 members 
Mstep: Class 7 contains 5153 members 
Mstep: Class 8 contains 54478 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 6597 members 
Mstep: Class 11 contains 27185 members 
Mstep: Class 12 contains 12963 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 15 contains 4002 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 327839 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 13952 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 102345 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26051 members 
Mstep: Class 25 contains 6034 members 
Mstep: Class 26 contains 7688 members 
Mstep: Class 27 contains 29714 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 68670 members 
Mstep: Class 31 contains 26792 members 
Mstep: Class 32 contains 10724 members 
Mstep: Class 33 contains 9634 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 17354 members 
Mstep: Class 36 contains 18095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008064.000000 Penalty: 125895.968750
Iteration 166Q: 37 clusters Score -1.130081e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 16743 members 
Mstep: Class 3 contains 17823 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 16732 members 
Mstep: Class 6 contains 418166 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 54443 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 6596 members 
Mstep: Class 11 contains 27114 members 
Mstep: Class 12 contains 12964 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 327864 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 13947 members 
Mstep: Class 20 contains 8443 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 102362 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26045 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 7689 members 
Mstep: Class 27 contains 29915 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 5335 members 
Mstep: Class 30 contains 68239 members 
Mstep: Class 31 contains 26787 members 
Mstep: Class 32 contains 10711 members 
Mstep: Class 33 contains 9650 members 
Mstep: Class 34 contains 3204 members 
Mstep: Class 35 contains 17356 members 
Mstep: Class 36 contains 18178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008168.000000 Penalty: 125895.968750
Iteration 167Q: 37 clusters Score -1.130082e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 16735 members 
Mstep: Class 3 contains 17830 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 16717 members 
Mstep: Class 6 contains 418171 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 54416 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 27029 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 327905 members 
Mstep: Class 18 contains 11321 members 
Mstep: Class 19 contains 13957 members 
Mstep: Class 20 contains 8448 members 
Mstep: Class 21 contains 8675 members 
Mstep: Class 22 contains 102377 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26039 members 
Mstep: Class 25 contains 6278 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 30122 members 
Mstep: Class 28 contains 1209 members 
Mstep: Class 29 contains 5376 members 
Mstep: Class 30 contains 67822 members 
Mstep: Class 31 contains 26781 members 
Mstep: Class 32 contains 10704 members 
Mstep: Class 33 contains 9667 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 17352 members 
Mstep: Class 36 contains 18246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008496.000000 Penalty: 125895.968750
Iteration 168Q: 37 clusters Score -1.130085e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 16724 members 
Mstep: Class 3 contains 17831 members 
Mstep: Class 4 contains 14446 members 
Mstep: Class 5 contains 16714 members 
Mstep: Class 6 contains 418166 members 
Mstep: Class 7 contains 5115 members 
Mstep: Class 8 contains 54381 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 6593 members 
Mstep: Class 11 contains 26957 members 
Mstep: Class 12 contains 12960 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 327931 members 
Mstep: Class 18 contains 11442 members 
Mstep: Class 19 contains 13958 members 
Mstep: Class 20 contains 8451 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 102406 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26041 members 
Mstep: Class 25 contains 6379 members 
Mstep: Class 26 contains 7687 members 
Mstep: Class 27 contains 30313 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5427 members 
Mstep: Class 30 contains 67443 members 
Mstep: Class 31 contains 26772 members 
Mstep: Class 32 contains 10696 members 
Mstep: Class 33 contains 9667 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 17340 members 
Mstep: Class 36 contains 18305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008872.000000 Penalty: 125895.968750
Iteration 169Q: 37 clusters Score -1.130089e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 16723 members 
Mstep: Class 3 contains 17835 members 
Mstep: Class 4 contains 14450 members 
Mstep: Class 5 contains 16709 members 
Mstep: Class 6 contains 418164 members 
Mstep: Class 7 contains 5111 members 
Mstep: Class 8 contains 54347 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 6591 members 
Mstep: Class 11 contains 26898 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 327963 members 
Mstep: Class 18 contains 11541 members 
Mstep: Class 19 contains 13956 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 8684 members 
Mstep: Class 22 contains 102438 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26040 members 
Mstep: Class 25 contains 6471 members 
Mstep: Class 26 contains 7685 members 
Mstep: Class 27 contains 30452 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5498 members 
Mstep: Class 30 contains 67070 members 
Mstep: Class 31 contains 26768 members 
Mstep: Class 32 contains 10688 members 
Mstep: Class 33 contains 9670 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 17323 members 
Mstep: Class 36 contains 18374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009080.000000 Penalty: 125895.968750
Iteration 170Q: 37 clusters Score -1.130091e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 16711 members 
Mstep: Class 3 contains 17846 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 16698 members 
Mstep: Class 6 contains 418162 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 54331 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 6590 members 
Mstep: Class 11 contains 26849 members 
Mstep: Class 12 contains 12957 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 327999 members 
Mstep: Class 18 contains 11639 members 
Mstep: Class 19 contains 13961 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 8692 members 
Mstep: Class 22 contains 102456 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26047 members 
Mstep: Class 25 contains 6549 members 
Mstep: Class 26 contains 7683 members 
Mstep: Class 27 contains 30609 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 66699 members 
Mstep: Class 31 contains 26764 members 
Mstep: Class 32 contains 10681 members 
Mstep: Class 33 contains 9681 members 
Mstep: Class 34 contains 3205 members 
Mstep: Class 35 contains 17311 members 
Mstep: Class 36 contains 18421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009136.000000 Penalty: 125895.968750
Iteration 171Q: 37 clusters Score -1.130091e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 16696 members 
Mstep: Class 3 contains 17851 members 
Mstep: Class 4 contains 14447 members 
Mstep: Class 5 contains 16697 members 
Mstep: Class 6 contains 418165 members 
Mstep: Class 7 contains 5100 members 
Mstep: Class 8 contains 54316 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 26805 members 
Mstep: Class 12 contains 12956 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 5835 members 
Mstep: Class 17 contains 328021 members 
Mstep: Class 18 contains 11732 members 
Mstep: Class 19 contains 13960 members 
Mstep: Class 20 contains 8451 members 
Mstep: Class 21 contains 8703 members 
Mstep: Class 22 contains 102469 members 
Mstep: Class 23 contains 1177 members 
Mstep: Class 24 contains 26053 members 
Mstep: Class 25 contains 6604 members 
Mstep: Class 26 contains 7684 members 
Mstep: Class 27 contains 30729 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5620 members 
Mstep: Class 30 contains 66375 members 
Mstep: Class 31 contains 26763 members 
Mstep: Class 32 contains 10680 members 
Mstep: Class 33 contains 9690 members 
Mstep: Class 34 contains 3206 members 
Mstep: Class 35 contains 17306 members 
Mstep: Class 36 contains 18471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009560.000000 Penalty: 125895.968750
Iteration 172Q: 37 clusters Score -1.130096e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 16690 members 
Mstep: Class 3 contains 17853 members 
Mstep: Class 4 contains 14444 members 
Mstep: Class 5 contains 16694 members 
Mstep: Class 6 contains 418168 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 54310 members 
Mstep: Class 9 contains 9055 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 26771 members 
Mstep: Class 12 contains 12958 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4441 members 
Mstep: Class 15 contains 3732 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 328053 members 
Mstep: Class 18 contains 11832 members 
Mstep: Class 19 contains 13958 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 102481 members 
Mstep: Class 23 contains 1179 members 
Mstep: Class 24 contains 26062 members 
Mstep: Class 25 contains 6662 members 
Mstep: Class 26 contains 7683 members 
Mstep: Class 27 contains 30812 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5664 members 
Mstep: Class 30 contains 66075 members 
Mstep: Class 31 contains 26761 members 
Mstep: Class 32 contains 10678 members 
Mstep: Class 33 contains 9700 members 
Mstep: Class 34 contains 3207 members 
Mstep: Class 35 contains 17303 members 
Mstep: Class 36 contains 18511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009808.000000 Penalty: 125895.968750
Iteration 173Q: 37 clusters Score -1.130098e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 16687 members 
Mstep: Class 3 contains 17856 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 16687 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 54307 members 
Mstep: Class 9 contains 9052 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26733 members 
Mstep: Class 12 contains 12958 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 328105 members 
Mstep: Class 18 contains 11934 members 
Mstep: Class 19 contains 13957 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 8720 members 
Mstep: Class 22 contains 102483 members 
Mstep: Class 23 contains 1179 members 
Mstep: Class 24 contains 26063 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 7681 members 
Mstep: Class 27 contains 30879 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5715 members 
Mstep: Class 30 contains 65799 members 
Mstep: Class 31 contains 26760 members 
Mstep: Class 32 contains 10673 members 
Mstep: Class 33 contains 9709 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 17291 members 
Mstep: Class 36 contains 18539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009784.000000 Penalty: 125895.968750
Iteration 174Q: 37 clusters Score -1.130098e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16687 members 
Mstep: Class 3 contains 17854 members 
Mstep: Class 4 contains 14425 members 
Mstep: Class 5 contains 16686 members 
Mstep: Class 6 contains 418152 members 
Mstep: Class 7 contains 5096 members 
Mstep: Class 8 contains 54302 members 
Mstep: Class 9 contains 9052 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26697 members 
Mstep: Class 12 contains 12958 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 328147 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 13955 members 
Mstep: Class 20 contains 8463 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 102490 members 
Mstep: Class 23 contains 1180 members 
Mstep: Class 24 contains 26066 members 
Mstep: Class 25 contains 6768 members 
Mstep: Class 26 contains 7682 members 
Mstep: Class 27 contains 30883 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5777 members 
Mstep: Class 30 contains 65577 members 
Mstep: Class 31 contains 26761 members 
Mstep: Class 32 contains 10674 members 
Mstep: Class 33 contains 9714 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 17292 members 
Mstep: Class 36 contains 18564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009936.000000 Penalty: 125895.968750
Iteration 175Q: 37 clusters Score -1.130099e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 16680 members 
Mstep: Class 3 contains 17860 members 
Mstep: Class 4 contains 14416 members 
Mstep: Class 5 contains 16677 members 
Mstep: Class 6 contains 418152 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54296 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26671 members 
Mstep: Class 12 contains 12957 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 328157 members 
Mstep: Class 18 contains 12154 members 
Mstep: Class 19 contains 13961 members 
Mstep: Class 20 contains 8461 members 
Mstep: Class 21 contains 8725 members 
Mstep: Class 22 contains 102491 members 
Mstep: Class 23 contains 1181 members 
Mstep: Class 24 contains 26070 members 
Mstep: Class 25 contains 6819 members 
Mstep: Class 26 contains 7678 members 
Mstep: Class 27 contains 30931 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5833 members 
Mstep: Class 30 contains 65365 members 
Mstep: Class 31 contains 26759 members 
Mstep: Class 32 contains 10673 members 
Mstep: Class 33 contains 9714 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 17278 members 
Mstep: Class 36 contains 18591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009760.000000 Penalty: 125895.968750
Iteration 176Q: 37 clusters Score -1.130098e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 16672 members 
Mstep: Class 3 contains 17868 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 16670 members 
Mstep: Class 6 contains 418153 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54292 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 26650 members 
Mstep: Class 12 contains 12957 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 328183 members 
Mstep: Class 18 contains 12261 members 
Mstep: Class 19 contains 13971 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 102488 members 
Mstep: Class 23 contains 1181 members 
Mstep: Class 24 contains 26072 members 
Mstep: Class 25 contains 6871 members 
Mstep: Class 26 contains 7669 members 
Mstep: Class 27 contains 30952 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5877 members 
Mstep: Class 30 contains 65155 members 
Mstep: Class 31 contains 26756 members 
Mstep: Class 32 contains 10667 members 
Mstep: Class 33 contains 9721 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 17275 members 
Mstep: Class 36 contains 18612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009816.000000 Penalty: 125895.968750
Iteration 177Q: 37 clusters Score -1.130098e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 16669 members 
Mstep: Class 3 contains 17870 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 16659 members 
Mstep: Class 6 contains 418154 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 54286 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26636 members 
Mstep: Class 12 contains 12955 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 5872 members 
Mstep: Class 17 contains 328215 members 
Mstep: Class 18 contains 12364 members 
Mstep: Class 19 contains 13982 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 8752 members 
Mstep: Class 22 contains 102488 members 
Mstep: Class 23 contains 1181 members 
Mstep: Class 24 contains 26072 members 
Mstep: Class 25 contains 6915 members 
Mstep: Class 26 contains 7667 members 
Mstep: Class 27 contains 30946 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 64972 members 
Mstep: Class 31 contains 26753 members 
Mstep: Class 32 contains 10659 members 
Mstep: Class 33 contains 9722 members 
Mstep: Class 34 contains 3209 members 
Mstep: Class 35 contains 17273 members 
Mstep: Class 36 contains 18635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009864.000000 Penalty: 125895.968750
Iteration 178Q: 37 clusters Score -1.130099e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 17873 members 
Mstep: Class 4 contains 14379 members 
Mstep: Class 5 contains 16653 members 
Mstep: Class 6 contains 418148 members 
Mstep: Class 7 contains 5094 members 
Mstep: Class 8 contains 54283 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26621 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 3605 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 328248 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 13974 members 
Mstep: Class 20 contains 8457 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 102489 members 
Mstep: Class 23 contains 1182 members 
Mstep: Class 24 contains 26075 members 
Mstep: Class 25 contains 6957 members 
Mstep: Class 26 contains 7662 members 
Mstep: Class 27 contains 30957 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5960 members 
Mstep: Class 30 contains 64793 members 
Mstep: Class 31 contains 26755 members 
Mstep: Class 32 contains 10655 members 
Mstep: Class 33 contains 9721 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 17266 members 
Mstep: Class 36 contains 18654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009848.000000 Penalty: 125895.968750
Iteration 179Q: 37 clusters Score -1.130098e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 16668 members 
Mstep: Class 3 contains 17884 members 
Mstep: Class 4 contains 14371 members 
Mstep: Class 5 contains 16653 members 
Mstep: Class 6 contains 418146 members 
Mstep: Class 7 contains 5097 members 
Mstep: Class 8 contains 54278 members 
Mstep: Class 9 contains 9049 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 26598 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 3593 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 328292 members 
Mstep: Class 18 contains 12565 members 
Mstep: Class 19 contains 13970 members 
Mstep: Class 20 contains 8457 members 
Mstep: Class 21 contains 8763 members 
Mstep: Class 22 contains 102488 members 
Mstep: Class 23 contains 1183 members 
Mstep: Class 24 contains 26078 members 
Mstep: Class 25 contains 7002 members 
Mstep: Class 26 contains 7656 members 
Mstep: Class 27 contains 30971 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5998 members 
Mstep: Class 30 contains 64587 members 
Mstep: Class 31 contains 26754 members 
Mstep: Class 32 contains 10648 members 
Mstep: Class 33 contains 9726 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 17259 members 
Mstep: Class 36 contains 18670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009696.000000 Penalty: 125895.968750
Iteration 180F: 37 clusters Score -1.130097e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 16665 members 
Mstep: Class 3 contains 17899 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 16648 members 
Mstep: Class 6 contains 418146 members 
Mstep: Class 7 contains 5099 members 
Mstep: Class 8 contains 54273 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 26570 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 328325 members 
Mstep: Class 18 contains 12666 members 
Mstep: Class 19 contains 13958 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 8765 members 
Mstep: Class 22 contains 102496 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 26079 members 
Mstep: Class 25 contains 7041 members 
Mstep: Class 26 contains 7658 members 
Mstep: Class 27 contains 30969 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6030 members 
Mstep: Class 30 contains 64406 members 
Mstep: Class 31 contains 26753 members 
Mstep: Class 32 contains 10640 members 
Mstep: Class 33 contains 9731 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 17259 members 
Mstep: Class 36 contains 18692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 37 clusters Score -1.130099e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 16667 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 14360 members 
Mstep: Class 5 contains 16647 members 
Mstep: Class 6 contains 418146 members 
Mstep: Class 7 contains 5098 members 
Mstep: Class 8 contains 54274 members 
Mstep: Class 9 contains 9047 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 26546 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 328372 members 
Mstep: Class 18 contains 12765 members 
Mstep: Class 19 contains 13952 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 8772 members 
Mstep: Class 22 contains 102500 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 26082 members 
Mstep: Class 25 contains 7079 members 
Mstep: Class 26 contains 7657 members 
Mstep: Class 27 contains 30935 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6072 members 
Mstep: Class 30 contains 64236 members 
Mstep: Class 31 contains 26754 members 
Mstep: Class 32 contains 10631 members 
Mstep: Class 33 contains 9734 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 17255 members 
Mstep: Class 36 contains 18708 members 
Entering Unmasked Estep 
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Iteration 182Q: 37 clusters Score -1.130098e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 17903 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 16647 members 
Mstep: Class 6 contains 418140 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 54271 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 26534 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 3562 members 
Mstep: Class 16 contains 5886 members 
Mstep: Class 17 contains 328422 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 13950 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 8779 members 
Mstep: Class 22 contains 102503 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 26092 members 
Mstep: Class 25 contains 7109 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 30879 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6110 members 
Mstep: Class 30 contains 64080 members 
Mstep: Class 31 contains 26753 members 
Mstep: Class 32 contains 10623 members 
Mstep: Class 33 contains 9739 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 17241 members 
Mstep: Class 36 contains 18732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 37 clusters Score -1.130099e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 16668 members 
Mstep: Class 3 contains 17907 members 
Mstep: Class 4 contains 14354 members 
Mstep: Class 5 contains 16646 members 
Mstep: Class 6 contains 418136 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 54268 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 26511 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 3548 members 
Mstep: Class 16 contains 5889 members 
Mstep: Class 17 contains 328479 members 
Mstep: Class 18 contains 12980 members 
Mstep: Class 19 contains 13944 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 102496 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 26088 members 
Mstep: Class 25 contains 7146 members 
Mstep: Class 26 contains 7656 members 
Mstep: Class 27 contains 30840 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 63929 members 
Mstep: Class 31 contains 26751 members 
Mstep: Class 32 contains 10613 members 
Mstep: Class 33 contains 9744 members 
Mstep: Class 34 contains 3211 members 
Mstep: Class 35 contains 17228 members 
Mstep: Class 36 contains 18759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009968.000000 Penalty: 125895.968750
Iteration 184Q: 37 clusters Score -1.1301e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 16663 members 
Mstep: Class 3 contains 17905 members 
Mstep: Class 4 contains 14351 members 
Mstep: Class 5 contains 16640 members 
Mstep: Class 6 contains 418141 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54262 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 26492 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 328517 members 
Mstep: Class 18 contains 13089 members 
Mstep: Class 19 contains 13940 members 
Mstep: Class 20 contains 8456 members 
Mstep: Class 21 contains 8785 members 
Mstep: Class 22 contains 102489 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 26090 members 
Mstep: Class 25 contains 7173 members 
Mstep: Class 26 contains 7654 members 
Mstep: Class 27 contains 30791 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6167 members 
Mstep: Class 30 contains 63825 members 
Mstep: Class 31 contains 26748 members 
Mstep: Class 32 contains 10605 members 
Mstep: Class 33 contains 9746 members 
Mstep: Class 34 contains 3213 members 
Mstep: Class 35 contains 17212 members 
Mstep: Class 36 contains 18784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009952.000000 Penalty: 125895.968750
Iteration 185Q: 37 clusters Score -1.1301e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 16655 members 
Mstep: Class 3 contains 17905 members 
Mstep: Class 4 contains 14347 members 
Mstep: Class 5 contains 16643 members 
Mstep: Class 6 contains 418139 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54254 members 
Mstep: Class 9 contains 9044 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26471 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 328542 members 
Mstep: Class 18 contains 13207 members 
Mstep: Class 19 contains 13942 members 
Mstep: Class 20 contains 8456 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 102487 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 26085 members 
Mstep: Class 25 contains 7197 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 30731 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6179 members 
Mstep: Class 30 contains 63743 members 
Mstep: Class 31 contains 26746 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 9752 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 17206 members 
Mstep: Class 36 contains 18806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009808.000000 Penalty: 125895.968750
Iteration 186Q: 37 clusters Score -1.130098e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 16652 members 
Mstep: Class 3 contains 17904 members 
Mstep: Class 4 contains 14345 members 
Mstep: Class 5 contains 16641 members 
Mstep: Class 6 contains 418138 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 54250 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26456 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 328568 members 
Mstep: Class 18 contains 13314 members 
Mstep: Class 19 contains 13953 members 
Mstep: Class 20 contains 8454 members 
Mstep: Class 21 contains 8791 members 
Mstep: Class 22 contains 102483 members 
Mstep: Class 23 contains 1184 members 
Mstep: Class 24 contains 26087 members 
Mstep: Class 25 contains 7225 members 
Mstep: Class 26 contains 7649 members 
Mstep: Class 27 contains 30675 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6185 members 
Mstep: Class 30 contains 63656 members 
Mstep: Class 31 contains 26745 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 9755 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17198 members 
Mstep: Class 36 contains 18832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009936.000000 Penalty: 125895.968750
Iteration 187Q: 37 clusters Score -1.130099e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 16647 members 
Mstep: Class 3 contains 17907 members 
Mstep: Class 4 contains 14344 members 
Mstep: Class 5 contains 16639 members 
Mstep: Class 6 contains 418134 members 
Mstep: Class 7 contains 5086 members 
Mstep: Class 8 contains 54248 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 26441 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 5904 members 
Mstep: Class 17 contains 328598 members 
Mstep: Class 18 contains 13420 members 
Mstep: Class 19 contains 13958 members 
Mstep: Class 20 contains 8453 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 102481 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26088 members 
Mstep: Class 25 contains 7249 members 
Mstep: Class 26 contains 7646 members 
Mstep: Class 27 contains 30628 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6192 members 
Mstep: Class 30 contains 63575 members 
Mstep: Class 31 contains 26740 members 
Mstep: Class 32 contains 10583 members 
Mstep: Class 33 contains 9756 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17183 members 
Mstep: Class 36 contains 18858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010144.000000 Penalty: 125895.968750
Iteration 188Q: 37 clusters Score -1.130101e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 16641 members 
Mstep: Class 3 contains 17910 members 
Mstep: Class 4 contains 14340 members 
Mstep: Class 5 contains 16639 members 
Mstep: Class 6 contains 418132 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 54242 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26427 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4464 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 5905 members 
Mstep: Class 17 contains 328623 members 
Mstep: Class 18 contains 13524 members 
Mstep: Class 19 contains 13962 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 8797 members 
Mstep: Class 22 contains 102476 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26086 members 
Mstep: Class 25 contains 7268 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 30579 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6196 members 
Mstep: Class 30 contains 63502 members 
Mstep: Class 31 contains 26741 members 
Mstep: Class 32 contains 10579 members 
Mstep: Class 33 contains 9757 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17169 members 
Mstep: Class 36 contains 18883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010288.000000 Penalty: 125895.968750
Iteration 189Q: 37 clusters Score -1.130103e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 16636 members 
Mstep: Class 6 contains 418134 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 54236 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26422 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4464 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 5906 members 
Mstep: Class 17 contains 328630 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 13962 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 8801 members 
Mstep: Class 22 contains 102473 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26085 members 
Mstep: Class 25 contains 7284 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 30525 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6185 members 
Mstep: Class 30 contains 63455 members 
Mstep: Class 31 contains 26738 members 
Mstep: Class 32 contains 10576 members 
Mstep: Class 33 contains 9756 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17156 members 
Mstep: Class 36 contains 18906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010216.000000 Penalty: 125895.968750
Iteration 190Q: 37 clusters Score -1.130102e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 17912 members 
Mstep: Class 4 contains 14340 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418131 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 8 contains 54232 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26415 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 328638 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 13963 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 8801 members 
Mstep: Class 22 contains 102469 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26086 members 
Mstep: Class 25 contains 7298 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 30464 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6171 members 
Mstep: Class 30 contains 63412 members 
Mstep: Class 31 contains 26735 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 9759 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17143 members 
Mstep: Class 36 contains 18931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010288.000000 Penalty: 125895.968750
Iteration 191Q: 37 clusters Score -1.130103e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 14334 members 
Mstep: Class 5 contains 16629 members 
Mstep: Class 6 contains 418129 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 54229 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 26404 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4469 members 
Mstep: Class 15 contains 3500 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 328662 members 
Mstep: Class 18 contains 13858 members 
Mstep: Class 19 contains 13963 members 
Mstep: Class 20 contains 8456 members 
Mstep: Class 21 contains 8802 members 
Mstep: Class 22 contains 102467 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26086 members 
Mstep: Class 25 contains 7306 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 30413 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6143 members 
Mstep: Class 30 contains 63363 members 
Mstep: Class 31 contains 26732 members 
Mstep: Class 32 contains 10571 members 
Mstep: Class 33 contains 9762 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17132 members 
Mstep: Class 36 contains 18950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010400.000000 Penalty: 125895.968750
Iteration 192Q: 37 clusters Score -1.130104e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 16643 members 
Mstep: Class 3 contains 17917 members 
Mstep: Class 4 contains 14327 members 
Mstep: Class 5 contains 16627 members 
Mstep: Class 6 contains 418133 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 54229 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 26396 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4469 members 
Mstep: Class 15 contains 3494 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 328691 members 
Mstep: Class 18 contains 13965 members 
Mstep: Class 19 contains 13960 members 
Mstep: Class 20 contains 8455 members 
Mstep: Class 21 contains 8804 members 
Mstep: Class 22 contains 102471 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26084 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 7639 members 
Mstep: Class 27 contains 30363 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6116 members 
Mstep: Class 30 contains 63309 members 
Mstep: Class 31 contains 26728 members 
Mstep: Class 32 contains 10566 members 
Mstep: Class 33 contains 9763 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17121 members 
Mstep: Class 36 contains 18967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010168.000000 Penalty: 125895.968750
Iteration 193Q: 37 clusters Score -1.130102e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 16643 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14324 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418141 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 54227 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 26383 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 16 contains 5907 members 
Mstep: Class 17 contains 328710 members 
Mstep: Class 18 contains 14080 members 
Mstep: Class 19 contains 13957 members 
Mstep: Class 20 contains 8453 members 
Mstep: Class 21 contains 8808 members 
Mstep: Class 22 contains 102469 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26084 members 
Mstep: Class 25 contains 7333 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 30285 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6094 members 
Mstep: Class 30 contains 63286 members 
Mstep: Class 31 contains 26726 members 
Mstep: Class 32 contains 10560 members 
Mstep: Class 33 contains 9767 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17102 members 
Mstep: Class 36 contains 18986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010328.000000 Penalty: 125895.968750
Iteration 194Q: 37 clusters Score -1.130103e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 16643 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 14322 members 
Mstep: Class 5 contains 16630 members 
Mstep: Class 6 contains 418144 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 54228 members 
Mstep: Class 9 contains 9039 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26374 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 3491 members 
Mstep: Class 16 contains 5905 members 
Mstep: Class 17 contains 328718 members 
Mstep: Class 18 contains 14196 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 8451 members 
Mstep: Class 21 contains 8812 members 
Mstep: Class 22 contains 102465 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26085 members 
Mstep: Class 25 contains 7344 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 30216 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 63263 members 
Mstep: Class 31 contains 26727 members 
Mstep: Class 32 contains 10557 members 
Mstep: Class 33 contains 9773 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17079 members 
Mstep: Class 36 contains 19003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010504.000000 Penalty: 125895.968750
Iteration 195Q: 37 clusters Score -1.130105e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 16642 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 16630 members 
Mstep: Class 6 contains 418145 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 54228 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26368 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 3488 members 
Mstep: Class 16 contains 5904 members 
Mstep: Class 17 contains 328734 members 
Mstep: Class 18 contains 14312 members 
Mstep: Class 19 contains 13962 members 
Mstep: Class 20 contains 8449 members 
Mstep: Class 21 contains 8814 members 
Mstep: Class 22 contains 102464 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 26085 members 
Mstep: Class 25 contains 7357 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 30145 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6039 members 
Mstep: Class 30 contains 63237 members 
Mstep: Class 31 contains 26726 members 
Mstep: Class 32 contains 10551 members 
Mstep: Class 33 contains 9775 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17069 members 
Mstep: Class 36 contains 19019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010488.000000 Penalty: 125895.968750
Iteration 196Q: 37 clusters Score -1.130105e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 16644 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14309 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418146 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 54223 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26369 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 3486 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 328737 members 
Mstep: Class 18 contains 14431 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 8447 members 
Mstep: Class 21 contains 8813 members 
Mstep: Class 22 contains 102466 members 
Mstep: Class 23 contains 1186 members 
Mstep: Class 24 contains 26092 members 
Mstep: Class 25 contains 7361 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 30073 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 6017 members 
Mstep: Class 30 contains 63215 members 
Mstep: Class 31 contains 26723 members 
Mstep: Class 32 contains 10547 members 
Mstep: Class 33 contains 9774 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17058 members 
Mstep: Class 36 contains 19035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010392.000000 Penalty: 125895.968750
Iteration 197Q: 37 clusters Score -1.130104e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 16649 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 54219 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26367 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 328738 members 
Mstep: Class 18 contains 14533 members 
Mstep: Class 19 contains 13957 members 
Mstep: Class 20 contains 8446 members 
Mstep: Class 21 contains 8815 members 
Mstep: Class 22 contains 102464 members 
Mstep: Class 23 contains 1187 members 
Mstep: Class 24 contains 26092 members 
Mstep: Class 25 contains 7367 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 30013 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5997 members 
Mstep: Class 30 contains 63198 members 
Mstep: Class 31 contains 26723 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9772 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17039 members 
Mstep: Class 36 contains 19056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010432.000000 Penalty: 125895.968750
Iteration 198Q: 37 clusters Score -1.130104e+08 nChanged 248
Entering ConstructFrom: 
Score: -113010432.000000 Penalty: 125895.968750
Entering ConstructFrom: 
Trying to split cluster 1 (9920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Entering Unmasked Estep 
Score: -791603.437500 Penalty: 2282.172607
	Iteration 0F: 2 clusters Score -791603.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -783986.312500 Penalty: 4564.345215
	Iteration 0F: 3 clusters Score -783986.3 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -786334.312500 Penalty: 4564.345215
	Iteration 1F: 3 clusters Score -786334.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -786777.625000 Penalty: 4564.345215
	Iteration 2F: 3 clusters Score -786777.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -787181.437500 Penalty: 4564.345215
	Iteration 3F: 3 clusters Score -787181.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -787581.187500 Penalty: 4564.345215
	Iteration 4F: 3 clusters Score -787581.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -787997.937500 Penalty: 4564.345215
	Iteration 5F: 3 clusters Score -787997.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -788393.062500 Penalty: 4564.345215
	Iteration 6F: 3 clusters Score -788393.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -788790.375000 Penalty: 4564.345215
	Iteration 7Q: 3 clusters Score -788790.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -789264.375000 Penalty: 4564.345215
	Iteration 8Q: 3 clusters Score -789264.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -789755.375000 Penalty: 4564.345215
	Iteration 9Q: 3 clusters Score -789755.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -790197.000000 Penalty: 4564.345215
	Iteration 10Q: 3 clusters Score -790197 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -790541.750000 Penalty: 4564.345215
	Iteration 11Q: 3 clusters Score -790541.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -790839.500000 Penalty: 4564.345215
	Iteration 12Q: 3 clusters Score -790839.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -791099.562500 Penalty: 4564.345215
	Iteration 13Q: 3 clusters Score -791099.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -791311.750000 Penalty: 4564.345215
	Iteration 14Q: 3 clusters Score -791311.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -791490.750000 Penalty: 4564.345215
	Iteration 15Q: 3 clusters Score -791490.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -791652.687500 Penalty: 4564.345215
	Iteration 16Q: 3 clusters Score -791652.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -791807.937500 Penalty: 4564.345215
	Iteration 17Q: 3 clusters Score -791807.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -791893.312500 Penalty: 4564.345215
	Iteration 18Q: 3 clusters Score -791893.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -791954.437500 Penalty: 4564.345215
	Iteration 19Q: 3 clusters Score -791954.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -792000.500000 Penalty: 4564.345215
	Iteration 20F: 3 clusters Score -792000.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -792036.312500 Penalty: 4564.345215
	Iteration 21Q: 3 clusters Score -792036.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -792075.562500 Penalty: 4564.345215
	Iteration 22Q: 3 clusters Score -792075.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -792111.375000 Penalty: 4564.345215
	Iteration 23Q: 3 clusters Score -792111.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -792163.312500 Penalty: 4564.345215
	Iteration 24Q: 3 clusters Score -792163.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -792209.625000 Penalty: 4564.345215
	Iteration 25Q: 3 clusters Score -792209.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -792247.812500 Penalty: 4564.345215
	Iteration 26Q: 3 clusters Score -792247.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -792283.250000 Penalty: 4564.345215
	Iteration 27Q: 3 clusters Score -792283.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -792311.562500 Penalty: 4564.345215
	Iteration 28Q: 3 clusters Score -792311.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -792340.312500 Penalty: 4564.345215
	Iteration 29Q: 3 clusters Score -792340.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -792364.312500 Penalty: 4564.345215
	Iteration 30Q: 3 clusters Score -792364.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -792379.125000 Penalty: 4564.345215
	Iteration 31Q: 3 clusters Score -792379.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -792391.500000 Penalty: 4564.345215
	Iteration 32Q: 3 clusters Score -792391.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -792402.500000 Penalty: 4564.345215
	Iteration 33Q: 3 clusters Score -792402.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -792407.375000 Penalty: 4564.345215
	Iteration 34Q: 3 clusters Score -792407.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -792411.750000 Penalty: 4564.345215
	Iteration 35Q: 3 clusters Score -792411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -792411.937500 Penalty: 4564.345215
	Iteration 36Q: 3 clusters Score -792411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -792414.750000 Penalty: 4564.345215
	Iteration 37Q: 3 clusters Score -792414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -792416.437500 Penalty: 4564.345215
	Iteration 38Q: 3 clusters Score -792416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -792415.000000 Penalty: 4564.345215
	Iteration 39Q: 3 clusters Score -792415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -792415.250000 Penalty: 4564.345215
	Iteration 40F: 3 clusters Score -792415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -792416.812500 Penalty: 4564.345215
	Iteration 41Q: 3 clusters Score -792416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -792416.812500 Penalty: 4564.345215
	Iteration 42Q: 3 clusters Score -792416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -792419.000000 Penalty: 4564.345215
	Iteration 43Q: 3 clusters Score -792419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -792419.625000 Penalty: 4564.345215
	Iteration 44Q: 3 clusters Score -792419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -792419.250000 Penalty: 4564.345215
	Iteration 45Q: 3 clusters Score -792419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -792419.937500 Penalty: 4564.345215
	Iteration 46Q: 3 clusters Score -792419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -792421.000000 Penalty: 4564.345215
	Iteration 47Q: 3 clusters Score -792421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -792421.437500 Penalty: 4564.345215
	Iteration 48Q: 3 clusters Score -792421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -792421.437500 Penalty: 4564.345215
	Iteration 49F: 3 clusters Score -792421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16648 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54214 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26366 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 328741 members 
Mstep: Class 18 contains 14642 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 8446 members 
Mstep: Class 21 contains 8817 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26090 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 63189 members 
Mstep: Class 31 contains 26720 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9771 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17027 members 
Mstep: Class 36 contains 19076 members 
Mstep: Class 37 contains 7848 members 
Entering Unmasked Estep 
Score: -113009672.000000 Penalty: 129393.078125
Splitting cluster 1 changes total score from -113010432.000000 to -113009672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Entering Unmasked Estep 
Score: -1331883.375000 Penalty: 2410.571289
	Iteration 0F: 2 clusters Score -1331883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1319938.500000 Penalty: 4821.142578
	Iteration 0F: 3 clusters Score -1319938 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1324030.000000 Penalty: 4821.142578
	Iteration 1F: 3 clusters Score -1324030 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1324683.875000 Penalty: 4821.142578
	Iteration 2F: 3 clusters Score -1324684 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1325345.500000 Penalty: 4821.142578
	Iteration 3F: 3 clusters Score -1325346 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1325999.750000 Penalty: 4821.142578
	Iteration 4F: 3 clusters Score -1326000 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1326659.375000 Penalty: 4821.142578
	Iteration 5F: 3 clusters Score -1326659 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1327273.625000 Penalty: 4821.142578
	Iteration 6F: 3 clusters Score -1327274 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1327865.000000 Penalty: 4821.142578
	Iteration 7F: 3 clusters Score -1327865 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1328391.750000 Penalty: 4821.142578
	Iteration 8Q: 3 clusters Score -1328392 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1328857.500000 Penalty: 4821.142578
	Iteration 9Q: 3 clusters Score -1328858 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1329232.000000 Penalty: 4821.142578
	Iteration 10Q: 3 clusters Score -1329232 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1329481.000000 Penalty: 4821.142578
	Iteration 11Q: 3 clusters Score -1329481 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1329668.000000 Penalty: 4821.142578
	Iteration 12Q: 3 clusters Score -1329668 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1329781.125000 Penalty: 4821.142578
	Iteration 13Q: 3 clusters Score -1329781 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1329877.500000 Penalty: 4821.142578
	Iteration 14Q: 3 clusters Score -1329878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1329945.875000 Penalty: 4821.142578
	Iteration 15Q: 3 clusters Score -1329946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1329995.250000 Penalty: 4821.142578
	Iteration 16Q: 3 clusters Score -1329995 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1330030.375000 Penalty: 4821.142578
	Iteration 17Q: 3 clusters Score -1330030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1330066.625000 Penalty: 4821.142578
	Iteration 18Q: 3 clusters Score -1330067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1330096.000000 Penalty: 4821.142578
	Iteration 19Q: 3 clusters Score -1330096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1330135.000000 Penalty: 4821.142578
	Iteration 20F: 3 clusters Score -1330135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1330163.750000 Penalty: 4821.142578
	Iteration 21Q: 3 clusters Score -1330164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1330178.750000 Penalty: 4821.142578
	Iteration 22Q: 3 clusters Score -1330179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1330182.000000 Penalty: 4821.142578
	Iteration 23Q: 3 clusters Score -1330182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1330189.250000 Penalty: 4821.142578
	Iteration 24Q: 3 clusters Score -1330189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1330197.375000 Penalty: 4821.142578
	Iteration 25Q: 3 clusters Score -1330197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1330201.125000 Penalty: 4821.142578
	Iteration 26Q: 3 clusters Score -1330201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1330201.375000 Penalty: 4821.142578
	Iteration 27Q: 3 clusters Score -1330201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1330199.875000 Penalty: 4821.142578
	Iteration 28Q: 3 clusters Score -1330200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1330201.250000 Penalty: 4821.142578
	Iteration 29Q: 3 clusters Score -1330201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1330202.375000 Penalty: 4821.142578
	Iteration 30Q: 3 clusters Score -1330202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1330205.625000 Penalty: 4821.142578
	Iteration 31Q: 3 clusters Score -1330206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1330207.625000 Penalty: 4821.142578
	Iteration 32Q: 3 clusters Score -1330208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1330211.125000 Penalty: 4821.142578
	Iteration 33Q: 3 clusters Score -1330211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1330210.500000 Penalty: 4821.142578
	Iteration 34Q: 3 clusters Score -1330210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1330211.875000 Penalty: 4821.142578
	Iteration 35Q: 3 clusters Score -1330212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1330212.500000 Penalty: 4821.142578
	Iteration 36Q: 3 clusters Score -1330212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1330213.250000 Penalty: 4821.142578
	Iteration 37Q: 3 clusters Score -1330213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1330219.500000 Penalty: 4821.142578
	Iteration 38Q: 3 clusters Score -1330220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1330224.375000 Penalty: 4821.142578
	Iteration 39Q: 3 clusters Score -1330224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1330226.500000 Penalty: 4821.142578
	Iteration 40F: 3 clusters Score -1330226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1330229.000000 Penalty: 4821.142578
	Iteration 41Q: 3 clusters Score -1330229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1330230.500000 Penalty: 4821.142578
	Iteration 42Q: 3 clusters Score -1330230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1330235.125000 Penalty: 4821.142578
	Iteration 43Q: 3 clusters Score -1330235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1330239.625000 Penalty: 4821.142578
	Iteration 44Q: 3 clusters Score -1330240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1330241.125000 Penalty: 4821.142578
	Iteration 45Q: 3 clusters Score -1330241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1330242.750000 Penalty: 4821.142578
	Iteration 46Q: 3 clusters Score -1330243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1330248.375000 Penalty: 4821.142578
	Iteration 47Q: 3 clusters Score -1330248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1330248.000000 Penalty: 4821.142578
	Iteration 48Q: 3 clusters Score -1330248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1330247.500000 Penalty: 4821.142578
	Iteration 49Q: 3 clusters Score -1330248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1330248.875000 Penalty: 4821.142578
	Iteration 50Q: 3 clusters Score -1330249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1330248.875000 Penalty: 4821.142578
	Iteration 51F: 3 clusters Score -1330249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Entering Unmasked Estep 
Score: -1613021.625000 Penalty: 2428.775391
	Iteration 0F: 2 clusters Score -1613022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1600367.125000 Penalty: 4857.550781
	Iteration 0F: 3 clusters Score -1600367 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1604578.125000 Penalty: 4857.550781
	Iteration 1F: 3 clusters Score -1604578 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1605291.875000 Penalty: 4857.550781
	Iteration 2F: 3 clusters Score -1605292 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1606383.875000 Penalty: 4857.550781
	Iteration 3F: 3 clusters Score -1606384 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1607912.875000 Penalty: 4857.550781
	Iteration 4F: 3 clusters Score -1607913 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1609766.125000 Penalty: 4857.550781
	Iteration 5F: 3 clusters Score -1609766 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1611518.375000 Penalty: 4857.550781
	Iteration 6F: 3 clusters Score -1611518 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1612647.000000 Penalty: 4857.550781
	Iteration 7F: 3 clusters Score -1612647 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1613158.375000 Penalty: 4857.550781
	Iteration 8Q: 3 clusters Score -1613158 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1613351.750000 Penalty: 4857.550781
	Iteration 9Q: 3 clusters Score -1613352 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1613446.750000 Penalty: 4857.550781
	Iteration 10Q: 3 clusters Score -1613447 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1613497.875000 Penalty: 4857.550781
	Iteration 11Q: 3 clusters Score -1613498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1613534.875000 Penalty: 4857.550781
	Iteration 12Q: 3 clusters Score -1613535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1613563.125000 Penalty: 4857.550781
	Iteration 13Q: 3 clusters Score -1613563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1613580.000000 Penalty: 4857.550781
	Iteration 14Q: 3 clusters Score -1613580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1613601.375000 Penalty: 4857.550781
	Iteration 15Q: 3 clusters Score -1613601 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1613617.125000 Penalty: 4857.550781
	Iteration 16Q: 3 clusters Score -1613617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1613623.500000 Penalty: 4857.550781
	Iteration 17Q: 3 clusters Score -1613624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1613635.500000 Penalty: 4857.550781
	Iteration 18Q: 3 clusters Score -1613636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1613643.625000 Penalty: 4857.550781
	Iteration 19Q: 3 clusters Score -1613644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1613649.750000 Penalty: 4857.550781
	Iteration 20F: 3 clusters Score -1613650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1613653.875000 Penalty: 4857.550781
	Iteration 21Q: 3 clusters Score -1613654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1613663.375000 Penalty: 4857.550781
	Iteration 22Q: 3 clusters Score -1613663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1613665.500000 Penalty: 4857.550781
	Iteration 23Q: 3 clusters Score -1613666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1613666.125000 Penalty: 4857.550781
	Iteration 24Q: 3 clusters Score -1613666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1613670.875000 Penalty: 4857.550781
	Iteration 25Q: 3 clusters Score -1613671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1613671.250000 Penalty: 4857.550781
	Iteration 26Q: 3 clusters Score -1613671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1613670.500000 Penalty: 4857.550781
	Iteration 27Q: 3 clusters Score -1613670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1613668.875000 Penalty: 4857.550781
	Iteration 28Q: 3 clusters Score -1613669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1613672.375000 Penalty: 4857.550781
	Iteration 29Q: 3 clusters Score -1613672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1613670.125000 Penalty: 4857.550781
	Iteration 30Q: 3 clusters Score -1613670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1613670.125000 Penalty: 4857.550781
	Iteration 31F: 3 clusters Score -1613670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 16648 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54214 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26366 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 328741 members 
Mstep: Class 18 contains 14642 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 8446 members 
Mstep: Class 21 contains 8817 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26090 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 63189 members 
Mstep: Class 31 contains 26720 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9771 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17027 members 
Mstep: Class 36 contains 19076 members 
Mstep: Class 37 contains 13502 members 
Entering Unmasked Estep 
Score: -113010128.000000 Penalty: 129393.078125
Splitting cluster 3 changes total score from -113010432.000000 to -113010128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Entering Unmasked Estep 
Score: -1237718.125000 Penalty: 2373.006348
	Iteration 0F: 2 clusters Score -1237718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1227376.375000 Penalty: 4746.012695
	Iteration 0F: 3 clusters Score -1227376 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1230600.625000 Penalty: 4746.012695
	Iteration 1F: 3 clusters Score -1230601 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1231019.125000 Penalty: 4746.012695
	Iteration 2F: 3 clusters Score -1231019 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1231388.000000 Penalty: 4746.012695
	Iteration 3F: 3 clusters Score -1231388 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1231857.000000 Penalty: 4746.012695
	Iteration 4F: 3 clusters Score -1231857 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1232369.750000 Penalty: 4746.012695
	Iteration 5F: 3 clusters Score -1232370 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1232912.125000 Penalty: 4746.012695
	Iteration 6F: 3 clusters Score -1232912 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1233523.500000 Penalty: 4746.012695
	Iteration 7F: 3 clusters Score -1233524 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1234130.000000 Penalty: 4746.012695
	Iteration 8F: 3 clusters Score -1234130 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1234636.500000 Penalty: 4746.012695
	Iteration 9Q: 3 clusters Score -1234636 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1234976.500000 Penalty: 4746.012695
	Iteration 10Q: 3 clusters Score -1234976 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1235211.750000 Penalty: 4746.012695
	Iteration 11Q: 3 clusters Score -1235212 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1235394.125000 Penalty: 4746.012695
	Iteration 12Q: 3 clusters Score -1235394 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1235530.750000 Penalty: 4746.012695
	Iteration 13Q: 3 clusters Score -1235531 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1235618.000000 Penalty: 4746.012695
	Iteration 14Q: 3 clusters Score -1235618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1235682.500000 Penalty: 4746.012695
	Iteration 15Q: 3 clusters Score -1235682 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1235738.875000 Penalty: 4746.012695
	Iteration 16Q: 3 clusters Score -1235739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1235775.250000 Penalty: 4746.012695
	Iteration 17Q: 3 clusters Score -1235775 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1235798.625000 Penalty: 4746.012695
	Iteration 18Q: 3 clusters Score -1235799 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1235815.875000 Penalty: 4746.012695
	Iteration 19Q: 3 clusters Score -1235816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1235827.375000 Penalty: 4746.012695
	Iteration 20F: 3 clusters Score -1235827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1235839.625000 Penalty: 4746.012695
	Iteration 21Q: 3 clusters Score -1235840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1235850.375000 Penalty: 4746.012695
	Iteration 22Q: 3 clusters Score -1235850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1235858.750000 Penalty: 4746.012695
	Iteration 23Q: 3 clusters Score -1235859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1235867.375000 Penalty: 4746.012695
	Iteration 24Q: 3 clusters Score -1235867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1235874.125000 Penalty: 4746.012695
	Iteration 25Q: 3 clusters Score -1235874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1235875.625000 Penalty: 4746.012695
	Iteration 26Q: 3 clusters Score -1235876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1235879.875000 Penalty: 4746.012695
	Iteration 27Q: 3 clusters Score -1235880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1235882.375000 Penalty: 4746.012695
	Iteration 28Q: 3 clusters Score -1235882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1235884.000000 Penalty: 4746.012695
	Iteration 29Q: 3 clusters Score -1235884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1235886.625000 Penalty: 4746.012695
	Iteration 30Q: 3 clusters Score -1235887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1235892.375000 Penalty: 4746.012695
	Iteration 31Q: 3 clusters Score -1235892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1235895.375000 Penalty: 4746.012695
	Iteration 32Q: 3 clusters Score -1235895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1235895.250000 Penalty: 4746.012695
	Iteration 33Q: 3 clusters Score -1235895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1235895.875000 Penalty: 4746.012695
	Iteration 34Q: 3 clusters Score -1235896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1235903.875000 Penalty: 4746.012695
	Iteration 35Q: 3 clusters Score -1235904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1235902.000000 Penalty: 4746.012695
	Iteration 36Q: 3 clusters Score -1235902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1235903.750000 Penalty: 4746.012695
	Iteration 37Q: 3 clusters Score -1235904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1235905.125000 Penalty: 4746.012695
	Iteration 38Q: 3 clusters Score -1235905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1235902.125000 Penalty: 4746.012695
	Iteration 39Q: 3 clusters Score -1235902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1235902.625000 Penalty: 4746.012695
	Iteration 40F: 3 clusters Score -1235903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1235903.250000 Penalty: 4746.012695
	Iteration 41Q: 3 clusters Score -1235903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1235903.250000 Penalty: 4746.012695
	Iteration 42F: 3 clusters Score -1235903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Entering Unmasked Estep 
Score: -1463781.000000 Penalty: 2410.273193
	Iteration 0F: 2 clusters Score -1463781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1451887.000000 Penalty: 4820.546387
	Iteration 0F: 3 clusters Score -1451887 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1455754.625000 Penalty: 4820.546387
	Iteration 1F: 3 clusters Score -1455755 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1456114.625000 Penalty: 4820.546387
	Iteration 2F: 3 clusters Score -1456115 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1456409.250000 Penalty: 4820.546387
	Iteration 3Q: 3 clusters Score -1456409 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1456707.250000 Penalty: 4820.546387
	Iteration 4Q: 3 clusters Score -1456707 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1456982.250000 Penalty: 4820.546387
	Iteration 5Q: 3 clusters Score -1456982 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1457251.000000 Penalty: 4820.546387
	Iteration 6Q: 3 clusters Score -1457251 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1457586.625000 Penalty: 4820.546387
	Iteration 7Q: 3 clusters Score -1457587 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1457985.500000 Penalty: 4820.546387
	Iteration 8Q: 3 clusters Score -1457986 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1458445.750000 Penalty: 4820.546387
	Iteration 9Q: 3 clusters Score -1458446 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1458908.500000 Penalty: 4820.546387
	Iteration 10Q: 3 clusters Score -1458908 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1459301.625000 Penalty: 4820.546387
	Iteration 11Q: 3 clusters Score -1459302 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1459628.500000 Penalty: 4820.546387
	Iteration 12Q: 3 clusters Score -1459628 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1459830.125000 Penalty: 4820.546387
	Iteration 13Q: 3 clusters Score -1459830 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1459960.375000 Penalty: 4820.546387
	Iteration 14Q: 3 clusters Score -1459960 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1460061.125000 Penalty: 4820.546387
	Iteration 15Q: 3 clusters Score -1460061 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1460130.500000 Penalty: 4820.546387
	Iteration 16Q: 3 clusters Score -1460130 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1460185.750000 Penalty: 4820.546387
	Iteration 17Q: 3 clusters Score -1460186 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1460230.125000 Penalty: 4820.546387
	Iteration 18Q: 3 clusters Score -1460230 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1460271.875000 Penalty: 4820.546387
	Iteration 19Q: 3 clusters Score -1460272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1460300.375000 Penalty: 4820.546387
	Iteration 20F: 3 clusters Score -1460300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1460324.750000 Penalty: 4820.546387
	Iteration 21Q: 3 clusters Score -1460325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1460348.875000 Penalty: 4820.546387
	Iteration 22Q: 3 clusters Score -1460349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1460366.750000 Penalty: 4820.546387
	Iteration 23Q: 3 clusters Score -1460367 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1460394.750000 Penalty: 4820.546387
	Iteration 24Q: 3 clusters Score -1460395 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1460415.375000 Penalty: 4820.546387
	Iteration 25Q: 3 clusters Score -1460415 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1460438.500000 Penalty: 4820.546387
	Iteration 26Q: 3 clusters Score -1460438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1460458.125000 Penalty: 4820.546387
	Iteration 27Q: 3 clusters Score -1460458 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1460484.375000 Penalty: 4820.546387
	Iteration 28Q: 3 clusters Score -1460484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1460498.500000 Penalty: 4820.546387
	Iteration 29Q: 3 clusters Score -1460498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1460518.125000 Penalty: 4820.546387
	Iteration 30Q: 3 clusters Score -1460518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1460538.500000 Penalty: 4820.546387
	Iteration 31Q: 3 clusters Score -1460538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1460546.625000 Penalty: 4820.546387
	Iteration 32Q: 3 clusters Score -1460547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1460556.625000 Penalty: 4820.546387
	Iteration 33Q: 3 clusters Score -1460557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1460570.875000 Penalty: 4820.546387
	Iteration 34Q: 3 clusters Score -1460571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1460581.875000 Penalty: 4820.546387
	Iteration 35Q: 3 clusters Score -1460582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1460604.875000 Penalty: 4820.546387
	Iteration 36Q: 3 clusters Score -1460605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1460615.250000 Penalty: 4820.546387
	Iteration 37Q: 3 clusters Score -1460615 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1460639.250000 Penalty: 4820.546387
	Iteration 38Q: 3 clusters Score -1460639 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1460655.250000 Penalty: 4820.546387
	Iteration 39Q: 3 clusters Score -1460655 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1460676.375000 Penalty: 4820.546387
	Iteration 40F: 3 clusters Score -1460676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1460698.750000 Penalty: 4820.546387
	Iteration 41Q: 3 clusters Score -1460699 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1460721.000000 Penalty: 4820.546387
	Iteration 42Q: 3 clusters Score -1460721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1460759.875000 Penalty: 4820.546387
	Iteration 43Q: 3 clusters Score -1460760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1460800.750000 Penalty: 4820.546387
	Iteration 44Q: 3 clusters Score -1460801 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1460841.875000 Penalty: 4820.546387
	Iteration 45Q: 3 clusters Score -1460842 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1460903.000000 Penalty: 4820.546387
	Iteration 46Q: 3 clusters Score -1460903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1460967.875000 Penalty: 4820.546387
	Iteration 47Q: 3 clusters Score -1460968 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1461064.750000 Penalty: 4820.546387
	Iteration 48Q: 3 clusters Score -1461065 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1461176.875000 Penalty: 4820.546387
	Iteration 49Q: 3 clusters Score -1461177 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1461283.750000 Penalty: 4820.546387
	Iteration 50Q: 3 clusters Score -1461284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1461390.500000 Penalty: 4820.546387
	Iteration 51Q: 3 clusters Score -1461390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1461480.250000 Penalty: 4820.546387
	Iteration 52Q: 3 clusters Score -1461480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1461557.375000 Penalty: 4820.546387
	Iteration 53Q: 3 clusters Score -1461557 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1461615.500000 Penalty: 4820.546387
	Iteration 54Q: 3 clusters Score -1461616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1461650.750000 Penalty: 4820.546387
	Iteration 55Q: 3 clusters Score -1461651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1461675.875000 Penalty: 4820.546387
	Iteration 56Q: 3 clusters Score -1461676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1461690.000000 Penalty: 4820.546387
	Iteration 57Q: 3 clusters Score -1461690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1461696.750000 Penalty: 4820.546387
	Iteration 58Q: 3 clusters Score -1461697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1461705.500000 Penalty: 4820.546387
	Iteration 59Q: 3 clusters Score -1461706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1461707.375000 Penalty: 4820.546387
	Iteration 60F: 3 clusters Score -1461707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1461713.000000 Penalty: 4820.546387
	Iteration 61Q: 3 clusters Score -1461713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1461714.875000 Penalty: 4820.546387
	Iteration 62Q: 3 clusters Score -1461715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1461717.500000 Penalty: 4820.546387
	Iteration 63Q: 3 clusters Score -1461718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1461718.625000 Penalty: 4820.546387
	Iteration 64Q: 3 clusters Score -1461719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1461717.875000 Penalty: 4820.546387
	Iteration 65Q: 3 clusters Score -1461718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1461717.375000 Penalty: 4820.546387
	Iteration 66Q: 3 clusters Score -1461717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1461718.500000 Penalty: 4820.546387
	Iteration 67Q: 3 clusters Score -1461718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1461721.125000 Penalty: 4820.546387
	Iteration 68Q: 3 clusters Score -1461721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1461720.625000 Penalty: 4820.546387
	Iteration 69Q: 3 clusters Score -1461721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1461720.625000 Penalty: 4820.546387
	Iteration 70Q: 3 clusters Score -1461721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1461720.625000 Penalty: 4820.546387
	Iteration 71F: 3 clusters Score -1461721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418147 members 
Entering Unmasked Estep 
Score: -36908296.000000 Penalty: 3210.009766
	Iteration 0F: 2 clusters Score -3.69083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208906 members 
Mstep: Class 2 contains 209241 members 
Entering Unmasked Estep 
Score: -36626704.000000 Penalty: 6420.019531
	Iteration 0F: 3 clusters Score -3.66267e+07 nChanged 203159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207447 members 
Mstep: Class 2 contains 210700 members 
Entering Unmasked Estep 
Score: -36747640.000000 Penalty: 6420.019531
	Iteration 1F: 3 clusters Score -3.674764e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205565 members 
Mstep: Class 2 contains 212582 members 
Entering Unmasked Estep 
Score: -36749228.000000 Penalty: 6420.019531
	Iteration 2Q: 3 clusters Score -3.674923e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202721 members 
Mstep: Class 2 contains 215426 members 
Entering Unmasked Estep 
Score: -36751252.000000 Penalty: 6420.019531
	Iteration 3Q: 3 clusters Score -3.675125e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198409 members 
Mstep: Class 2 contains 219738 members 
Entering Unmasked Estep 
Score: -36753760.000000 Penalty: 6420.019531
	Iteration 4Q: 3 clusters Score -3.675376e+07 nChanged 12434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191721 members 
Mstep: Class 2 contains 226426 members 
Entering Unmasked Estep 
Score: -36757184.000000 Penalty: 6420.019531
	Iteration 5Q: 3 clusters Score -3.675718e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181764 members 
Mstep: Class 2 contains 236383 members 
Entering Unmasked Estep 
Score: -36762420.000000 Penalty: 6420.019531
	Iteration 6Q: 3 clusters Score -3.676242e+07 nChanged 17845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 250692 members 
Entering Unmasked Estep 
Score: -36771204.000000 Penalty: 6420.019531
	Iteration 7Q: 3 clusters Score -3.67712e+07 nChanged 22086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147717 members 
Mstep: Class 2 contains 270430 members 
Entering Unmasked Estep 
Score: -36784816.000000 Penalty: 6420.019531
	Iteration 8F: 3 clusters Score -3.678482e+07 nChanged 26713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 295927 members 
Entering Unmasked Estep 
Score: -36803760.000000 Penalty: 6420.019531
	Iteration 9F: 3 clusters Score -3.680376e+07 nChanged 29999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 325560 members 
Entering Unmasked Estep 
Score: -36827876.000000 Penalty: 6420.019531
	Iteration 10F: 3 clusters Score -3.682788e+07 nChanged 29668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 355142 members 
Entering Unmasked Estep 
Score: -36853328.000000 Penalty: 6420.019531
	Iteration 11F: 3 clusters Score -3.685333e+07 nChanged 24811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 379937 members 
Entering Unmasked Estep 
Score: -36874696.000000 Penalty: 6420.019531
	Iteration 12F: 3 clusters Score -3.68747e+07 nChanged 17062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 396995 members 
Entering Unmasked Estep 
Score: -36889124.000000 Penalty: 6420.019531
	Iteration 13Q: 3 clusters Score -3.688912e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 407212 members 
Entering Unmasked Estep 
Score: -36897908.000000 Penalty: 6420.019531
	Iteration 14Q: 3 clusters Score -3.689791e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 412528 members 
Entering Unmasked Estep 
Score: -36902028.000000 Penalty: 6420.019531
	Iteration 15Q: 3 clusters Score -3.690203e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 415021 members 
Entering Unmasked Estep 
Score: -36903796.000000 Penalty: 6420.019531
	Iteration 16Q: 3 clusters Score -3.69038e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 416223 members 
Entering Unmasked Estep 
Score: -36904728.000000 Penalty: 6420.019531
	Iteration 17Q: 3 clusters Score -3.690473e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 416784 members 
Entering Unmasked Estep 
Score: -36905080.000000 Penalty: 6420.019531
	Iteration 18Q: 3 clusters Score -3.690508e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 417077 members 
Entering Unmasked Estep 
Score: -36905368.000000 Penalty: 6420.019531
	Iteration 19Q: 3 clusters Score -3.690537e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 417234 members 
Entering Unmasked Estep 
Score: -36905476.000000 Penalty: 6420.019531
	Iteration 20F: 3 clusters Score -3.690548e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 417306 members 
Entering Unmasked Estep 
Score: -36905476.000000 Penalty: 6420.019531
	Iteration 21Q: 3 clusters Score -3.690548e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 417358 members 
Entering Unmasked Estep 
Score: -36905512.000000 Penalty: 6420.019531
	Iteration 22Q: 3 clusters Score -3.690551e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 417395 members 
Entering Unmasked Estep 
Score: -36905572.000000 Penalty: 6420.019531
	Iteration 23Q: 3 clusters Score -3.690557e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 417420 members 
Entering Unmasked Estep 
Score: -36905588.000000 Penalty: 6420.019531
	Iteration 24Q: 3 clusters Score -3.690559e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 417431 members 
Entering Unmasked Estep 
Score: -36905540.000000 Penalty: 6420.019531
	Iteration 25Q: 3 clusters Score -3.690554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 417441 members 
Entering Unmasked Estep 
Score: -36905556.000000 Penalty: 6420.019531
	Iteration 26Q: 3 clusters Score -3.690556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 417446 members 
Entering Unmasked Estep 
Score: -36905552.000000 Penalty: 6420.019531
	Iteration 27Q: 3 clusters Score -3.690555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 417447 members 
Entering Unmasked Estep 
Score: -36905568.000000 Penalty: 6420.019531
	Iteration 28Q: 3 clusters Score -3.690557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 417454 members 
Entering Unmasked Estep 
Score: -36905556.000000 Penalty: 6420.019531
	Iteration 29Q: 3 clusters Score -3.690556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 417458 members 
Entering Unmasked Estep 
Score: -36905564.000000 Penalty: 6420.019531
	Iteration 30Q: 3 clusters Score -3.690556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 417456 members 
Entering Unmasked Estep 
Score: -36905580.000000 Penalty: 6420.019531
	Iteration 31Q: 3 clusters Score -3.690558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 417456 members 
Entering Unmasked Estep 
Score: -36905576.000000 Penalty: 6420.019531
	Iteration 32Q: 3 clusters Score -3.690558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 417460 members 
Entering Unmasked Estep 
Score: -36905604.000000 Penalty: 6420.019531
	Iteration 33Q: 3 clusters Score -3.69056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 417460 members 
Entering Unmasked Estep 
Score: -36905612.000000 Penalty: 6420.019531
	Iteration 34Q: 3 clusters Score -3.690561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 417462 members 
Entering Unmasked Estep 
Score: -36905628.000000 Penalty: 6420.019531
	Iteration 35Q: 3 clusters Score -3.690563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 417464 members 
Entering Unmasked Estep 
Score: -36905604.000000 Penalty: 6420.019531
	Iteration 36Q: 3 clusters Score -3.69056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 417467 members 
Entering Unmasked Estep 
Score: -36905600.000000 Penalty: 6420.019531
	Iteration 37Q: 3 clusters Score -3.69056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 417474 members 
Entering Unmasked Estep 
Score: -36905604.000000 Penalty: 6420.019531
	Iteration 38Q: 3 clusters Score -3.69056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 417476 members 
Entering Unmasked Estep 
Score: -36905608.000000 Penalty: 6420.019531
	Iteration 39Q: 3 clusters Score -3.690561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 417478 members 
Entering Unmasked Estep 
Score: -36905616.000000 Penalty: 6420.019531
	Iteration 40F: 3 clusters Score -3.690562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 417480 members 
Entering Unmasked Estep 
Score: -36905612.000000 Penalty: 6420.019531
	Iteration 41Q: 3 clusters Score -3.690561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 417481 members 
Entering Unmasked Estep 
Score: -36905616.000000 Penalty: 6420.019531
	Iteration 42Q: 3 clusters Score -3.690562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 417482 members 
Entering Unmasked Estep 
Score: -36905616.000000 Penalty: 6420.019531
	Iteration 43Q: 3 clusters Score -3.690562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 417484 members 
Entering Unmasked Estep 
Score: -36905596.000000 Penalty: 6420.019531
	Iteration 44Q: 3 clusters Score -3.69056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 417484 members 
Entering Unmasked Estep 
Score: -36905596.000000 Penalty: 6420.019531
	Iteration 45F: 3 clusters Score -3.69056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Entering Unmasked Estep 
Score: -404143.468750 Penalty: 2116.395752
	Iteration 0F: 2 clusters Score -404143.5 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 2509 members 
Entering Unmasked Estep 
Score: -399550.406250 Penalty: 4232.791504
	Iteration 0F: 3 clusters Score -399550.4 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -400826.625000 Penalty: 4232.791504
	Iteration 1F: 3 clusters Score -400826.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -401163.906250 Penalty: 4232.791504
	Iteration 2F: 3 clusters Score -401163.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -401412.812500 Penalty: 4232.791504
	Iteration 3F: 3 clusters Score -401412.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -401614.875000 Penalty: 4232.791504
	Iteration 4Q: 3 clusters Score -401614.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -401780.187500 Penalty: 4232.791504
	Iteration 5Q: 3 clusters Score -401780.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -401909.531250 Penalty: 4232.791504
	Iteration 6Q: 3 clusters Score -401909.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -402034.718750 Penalty: 4232.791504
	Iteration 7Q: 3 clusters Score -402034.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -402146.812500 Penalty: 4232.791504
	Iteration 8Q: 3 clusters Score -402146.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -402221.843750 Penalty: 4232.791504
	Iteration 9Q: 3 clusters Score -402221.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -402274.156250 Penalty: 4232.791504
	Iteration 10Q: 3 clusters Score -402274.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -402317.968750 Penalty: 4232.791504
	Iteration 11Q: 3 clusters Score -402318 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -402365.625000 Penalty: 4232.791504
	Iteration 12Q: 3 clusters Score -402365.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -402401.187500 Penalty: 4232.791504
	Iteration 13Q: 3 clusters Score -402401.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -402430.812500 Penalty: 4232.791504
	Iteration 14Q: 3 clusters Score -402430.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -402458.906250 Penalty: 4232.791504
	Iteration 15Q: 3 clusters Score -402458.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -402478.156250 Penalty: 4232.791504
	Iteration 16Q: 3 clusters Score -402478.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -402491.781250 Penalty: 4232.791504
	Iteration 17Q: 3 clusters Score -402491.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -402502.406250 Penalty: 4232.791504
	Iteration 18Q: 3 clusters Score -402502.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -402510.812500 Penalty: 4232.791504
	Iteration 19Q: 3 clusters Score -402510.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -402517.312500 Penalty: 4232.791504
	Iteration 20F: 3 clusters Score -402517.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -402527.250000 Penalty: 4232.791504
	Iteration 21Q: 3 clusters Score -402527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -402535.406250 Penalty: 4232.791504
	Iteration 22Q: 3 clusters Score -402535.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -402540.968750 Penalty: 4232.791504
	Iteration 23Q: 3 clusters Score -402541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -402546.937500 Penalty: 4232.791504
	Iteration 24Q: 3 clusters Score -402546.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -402552.625000 Penalty: 4232.791504
	Iteration 25Q: 3 clusters Score -402552.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -402557.468750 Penalty: 4232.791504
	Iteration 26Q: 3 clusters Score -402557.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -402564.812500 Penalty: 4232.791504
	Iteration 27Q: 3 clusters Score -402564.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -402570.750000 Penalty: 4232.791504
	Iteration 28Q: 3 clusters Score -402570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -402576.312500 Penalty: 4232.791504
	Iteration 29Q: 3 clusters Score -402576.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -402580.750000 Penalty: 4232.791504
	Iteration 30Q: 3 clusters Score -402580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -402584.906250 Penalty: 4232.791504
	Iteration 31Q: 3 clusters Score -402584.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -402588.500000 Penalty: 4232.791504
	Iteration 32Q: 3 clusters Score -402588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -402591.437500 Penalty: 4232.791504
	Iteration 33Q: 3 clusters Score -402591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -402593.281250 Penalty: 4232.791504
	Iteration 34Q: 3 clusters Score -402593.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -402598.968750 Penalty: 4232.791504
	Iteration 35Q: 3 clusters Score -402599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -402605.031250 Penalty: 4232.791504
	Iteration 36Q: 3 clusters Score -402605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -402611.125000 Penalty: 4232.791504
	Iteration 37Q: 3 clusters Score -402611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -402614.156250 Penalty: 4232.791504
	Iteration 38Q: 3 clusters Score -402614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -402616.750000 Penalty: 4232.791504
	Iteration 39Q: 3 clusters Score -402616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402620.906250 Penalty: 4232.791504
	Iteration 40F: 3 clusters Score -402620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -402624.531250 Penalty: 4232.791504
	Iteration 41Q: 3 clusters Score -402624.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -402626.625000 Penalty: 4232.791504
	Iteration 42Q: 3 clusters Score -402626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -402628.062500 Penalty: 4232.791504
	Iteration 43Q: 3 clusters Score -402628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -402628.968750 Penalty: 4232.791504
	Iteration 44Q: 3 clusters Score -402629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402630.468750 Penalty: 4232.791504
	Iteration 45Q: 3 clusters Score -402630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -402631.718750 Penalty: 4232.791504
	Iteration 46Q: 3 clusters Score -402631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -402635.937500 Penalty: 4232.791504
	Iteration 47Q: 3 clusters Score -402635.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -402637.937500 Penalty: 4232.791504
	Iteration 48Q: 3 clusters Score -402637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -402642.093750 Penalty: 4232.791504
	Iteration 49Q: 3 clusters Score -402642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -402644.093750 Penalty: 4232.791504
	Iteration 50Q: 3 clusters Score -402644.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -402645.156250 Penalty: 4232.791504
	Iteration 51Q: 3 clusters Score -402645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -402647.718750 Penalty: 4232.791504
	Iteration 52Q: 3 clusters Score -402647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -402649.093750 Penalty: 4232.791504
	Iteration 53Q: 3 clusters Score -402649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -402649.718750 Penalty: 4232.791504
	Iteration 54Q: 3 clusters Score -402649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -402651.093750 Penalty: 4232.791504
	Iteration 55Q: 3 clusters Score -402651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -402651.718750 Penalty: 4232.791504
	Iteration 56Q: 3 clusters Score -402651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -402651.468750 Penalty: 4232.791504
	Iteration 57Q: 3 clusters Score -402651.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -402651.468750 Penalty: 4232.791504
	Iteration 58F: 3 clusters Score -402651.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Entering Unmasked Estep 
Score: -4840238.000000 Penalty: 2703.372314
	Iteration 0F: 2 clusters Score -4840238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -4803713.500000 Penalty: 5406.744629
	Iteration 0F: 3 clusters Score -4803714 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4817740.500000 Penalty: 5406.744629
	Iteration 1F: 3 clusters Score -4817740 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -4818182.000000 Penalty: 5406.744629
	Iteration 2Q: 3 clusters Score -4818182 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4818570.500000 Penalty: 5406.744629
	Iteration 3Q: 3 clusters Score -4818570 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -4818999.000000 Penalty: 5406.744629
	Iteration 4Q: 3 clusters Score -4818999 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4819414.000000 Penalty: 5406.744629
	Iteration 5Q: 3 clusters Score -4819414 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -4819948.000000 Penalty: 5406.744629
	Iteration 6Q: 3 clusters Score -4819948 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4820670.500000 Penalty: 5406.744629
	Iteration 7Q: 3 clusters Score -4820670 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4821869.500000 Penalty: 5406.744629
	Iteration 8Q: 3 clusters Score -4821870 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4823683.000000 Penalty: 5406.744629
	Iteration 9F: 3 clusters Score -4823683 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4826121.000000 Penalty: 5406.744629
	Iteration 10F: 3 clusters Score -4826121 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4828987.500000 Penalty: 5406.744629
	Iteration 11F: 3 clusters Score -4828988 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4831498.500000 Penalty: 5406.744629
	Iteration 12F: 3 clusters Score -4831498 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -4833301.000000 Penalty: 5406.744629
	Iteration 13Q: 3 clusters Score -4833301 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4834609.500000 Penalty: 5406.744629
	Iteration 14Q: 3 clusters Score -4834610 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4835677.000000 Penalty: 5406.744629
	Iteration 15Q: 3 clusters Score -4835677 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4836470.500000 Penalty: 5406.744629
	Iteration 16Q: 3 clusters Score -4836470 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4837094.000000 Penalty: 5406.744629
	Iteration 17Q: 3 clusters Score -4837094 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4837513.000000 Penalty: 5406.744629
	Iteration 18Q: 3 clusters Score -4837513 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4837807.500000 Penalty: 5406.744629
	Iteration 19Q: 3 clusters Score -4837808 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4838031.000000 Penalty: 5406.744629
	Iteration 20F: 3 clusters Score -4838031 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4838170.500000 Penalty: 5406.744629
	Iteration 21Q: 3 clusters Score -4838170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4838293.500000 Penalty: 5406.744629
	Iteration 22Q: 3 clusters Score -4838294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4838355.000000 Penalty: 5406.744629
	Iteration 23Q: 3 clusters Score -4838355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4838420.500000 Penalty: 5406.744629
	Iteration 24Q: 3 clusters Score -4838420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4838467.000000 Penalty: 5406.744629
	Iteration 25Q: 3 clusters Score -4838467 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4838506.500000 Penalty: 5406.744629
	Iteration 26Q: 3 clusters Score -4838506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4838511.500000 Penalty: 5406.744629
	Iteration 27Q: 3 clusters Score -4838512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4838514.000000 Penalty: 5406.744629
	Iteration 28Q: 3 clusters Score -4838514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4838527.000000 Penalty: 5406.744629
	Iteration 29Q: 3 clusters Score -4838527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4838529.500000 Penalty: 5406.744629
	Iteration 30Q: 3 clusters Score -4838530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4838532.000000 Penalty: 5406.744629
	Iteration 31Q: 3 clusters Score -4838532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4838527.500000 Penalty: 5406.744629
	Iteration 32Q: 3 clusters Score -4838528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4838530.500000 Penalty: 5406.744629
	Iteration 33Q: 3 clusters Score -4838530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4838535.000000 Penalty: 5406.744629
	Iteration 34Q: 3 clusters Score -4838535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4838541.000000 Penalty: 5406.744629
	Iteration 35Q: 3 clusters Score -4838541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4838545.000000 Penalty: 5406.744629
	Iteration 36Q: 3 clusters Score -4838545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4838545.000000 Penalty: 5406.744629
	Iteration 37F: 3 clusters Score -4838545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -755718.000000 Penalty: 2259.052490
	Iteration 0F: 2 clusters Score -755718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -748694.000000 Penalty: 4518.104980
	Iteration 0F: 3 clusters Score -748694 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -750808.312500 Penalty: 4518.104980
	Iteration 1F: 3 clusters Score -750808.3 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -751206.625000 Penalty: 4518.104980
	Iteration 2F: 3 clusters Score -751206.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -751531.875000 Penalty: 4518.104980
	Iteration 3F: 3 clusters Score -751531.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -751824.250000 Penalty: 4518.104980
	Iteration 4F: 3 clusters Score -751824.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -752099.125000 Penalty: 4518.104980
	Iteration 5F: 3 clusters Score -752099.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -752369.875000 Penalty: 4518.104980
	Iteration 6Q: 3 clusters Score -752369.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -752647.062500 Penalty: 4518.104980
	Iteration 7Q: 3 clusters Score -752647.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -752943.625000 Penalty: 4518.104980
	Iteration 8Q: 3 clusters Score -752943.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -753205.187500 Penalty: 4518.104980
	Iteration 9Q: 3 clusters Score -753205.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -753418.812500 Penalty: 4518.104980
	Iteration 10Q: 3 clusters Score -753418.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -753583.437500 Penalty: 4518.104980
	Iteration 11Q: 3 clusters Score -753583.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -753692.562500 Penalty: 4518.104980
	Iteration 12Q: 3 clusters Score -753692.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -753781.437500 Penalty: 4518.104980
	Iteration 13Q: 3 clusters Score -753781.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -753851.625000 Penalty: 4518.104980
	Iteration 14Q: 3 clusters Score -753851.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -753916.875000 Penalty: 4518.104980
	Iteration 15Q: 3 clusters Score -753916.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -753972.187500 Penalty: 4518.104980
	Iteration 16Q: 3 clusters Score -753972.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -754012.500000 Penalty: 4518.104980
	Iteration 17Q: 3 clusters Score -754012.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -754045.062500 Penalty: 4518.104980
	Iteration 18Q: 3 clusters Score -754045.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -754063.812500 Penalty: 4518.104980
	Iteration 19Q: 3 clusters Score -754063.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -754080.375000 Penalty: 4518.104980
	Iteration 20F: 3 clusters Score -754080.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -754095.312500 Penalty: 4518.104980
	Iteration 21Q: 3 clusters Score -754095.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -754102.625000 Penalty: 4518.104980
	Iteration 22Q: 3 clusters Score -754102.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -754112.750000 Penalty: 4518.104980
	Iteration 23Q: 3 clusters Score -754112.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -754125.312500 Penalty: 4518.104980
	Iteration 24Q: 3 clusters Score -754125.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -754138.312500 Penalty: 4518.104980
	Iteration 25Q: 3 clusters Score -754138.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -754146.250000 Penalty: 4518.104980
	Iteration 26Q: 3 clusters Score -754146.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -754164.312500 Penalty: 4518.104980
	Iteration 27Q: 3 clusters Score -754164.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -754193.062500 Penalty: 4518.104980
	Iteration 28Q: 3 clusters Score -754193.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -754245.187500 Penalty: 4518.104980
	Iteration 29Q: 3 clusters Score -754245.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -754332.687500 Penalty: 4518.104980
	Iteration 30Q: 3 clusters Score -754332.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -754452.000000 Penalty: 4518.104980
	Iteration 31Q: 3 clusters Score -754452 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -754617.937500 Penalty: 4518.104980
	Iteration 32Q: 3 clusters Score -754617.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -754793.750000 Penalty: 4518.104980
	Iteration 33Q: 3 clusters Score -754793.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -754939.375000 Penalty: 4518.104980
	Iteration 34Q: 3 clusters Score -754939.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -755035.250000 Penalty: 4518.104980
	Iteration 35Q: 3 clusters Score -755035.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -755082.875000 Penalty: 4518.104980
	Iteration 36Q: 3 clusters Score -755082.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -755110.125000 Penalty: 4518.104980
	Iteration 37Q: 3 clusters Score -755110.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -755131.500000 Penalty: 4518.104980
	Iteration 38Q: 3 clusters Score -755131.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -755152.187500 Penalty: 4518.104980
	Iteration 39Q: 3 clusters Score -755152.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -755162.687500 Penalty: 4518.104980
	Iteration 40F: 3 clusters Score -755162.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -755165.750000 Penalty: 4518.104980
	Iteration 41Q: 3 clusters Score -755165.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -755170.000000 Penalty: 4518.104980
	Iteration 42Q: 3 clusters Score -755170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -755172.562500 Penalty: 4518.104980
	Iteration 43Q: 3 clusters Score -755172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -755175.000000 Penalty: 4518.104980
	Iteration 44Q: 3 clusters Score -755175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -755176.937500 Penalty: 4518.104980
	Iteration 45Q: 3 clusters Score -755176.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -755175.687500 Penalty: 4518.104980
	Iteration 46Q: 3 clusters Score -755175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -755176.375000 Penalty: 4518.104980
	Iteration 47Q: 3 clusters Score -755176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -755176.125000 Penalty: 4518.104980
	Iteration 48Q: 3 clusters Score -755176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -755175.375000 Penalty: 4518.104980
	Iteration 49Q: 3 clusters Score -755175.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -755175.375000 Penalty: 4518.104980
	Iteration 50F: 3 clusters Score -755175.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -553378.250000 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -553378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -547907.062500 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -547907.1 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -549309.187500 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -549309.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -549533.312500 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -549533.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -549665.562500 Penalty: 4361.029297
	Iteration 3Q: 3 clusters Score -549665.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -549749.437500 Penalty: 4361.029297
	Iteration 4Q: 3 clusters Score -549749.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -549800.125000 Penalty: 4361.029297
	Iteration 5Q: 3 clusters Score -549800.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -549843.375000 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -549843.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -549881.875000 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -549881.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -549909.000000 Penalty: 4361.029297
	Iteration 8Q: 3 clusters Score -549909 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -549933.625000 Penalty: 4361.029297
	Iteration 9Q: 3 clusters Score -549933.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -549953.187500 Penalty: 4361.029297
	Iteration 10Q: 3 clusters Score -549953.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -549969.937500 Penalty: 4361.029297
	Iteration 11Q: 3 clusters Score -549969.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -549985.437500 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -549985.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -549997.500000 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -549997.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -550006.062500 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -550006.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -550017.125000 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -550017.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -550023.500000 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -550023.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -550033.000000 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -550033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -550038.500000 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -550038.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -550046.750000 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -550046.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -550052.437500 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -550052.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -550059.437500 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -550059.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -550069.812500 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -550069.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -550081.437500 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -550081.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -550092.625000 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -550092.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -550101.000000 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -550101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -550112.187500 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -550112.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -550122.875000 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -550122.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -550132.750000 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -550132.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -550141.937500 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -550141.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -550146.937500 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -550146.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -550153.187500 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -550153.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -550158.812500 Penalty: 4361.029297
	Iteration 32Q: 3 clusters Score -550158.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -550164.625000 Penalty: 4361.029297
	Iteration 33Q: 3 clusters Score -550164.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -550168.062500 Penalty: 4361.029297
	Iteration 34Q: 3 clusters Score -550168.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -550171.312500 Penalty: 4361.029297
	Iteration 35Q: 3 clusters Score -550171.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -550176.062500 Penalty: 4361.029297
	Iteration 36Q: 3 clusters Score -550176.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -550180.125000 Penalty: 4361.029297
	Iteration 37Q: 3 clusters Score -550180.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -550186.125000 Penalty: 4361.029297
	Iteration 38Q: 3 clusters Score -550186.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -550190.625000 Penalty: 4361.029297
	Iteration 39Q: 3 clusters Score -550190.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -550195.812500 Penalty: 4361.029297
	Iteration 40F: 3 clusters Score -550195.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -550200.625000 Penalty: 4361.029297
	Iteration 41Q: 3 clusters Score -550200.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -550204.812500 Penalty: 4361.029297
	Iteration 42Q: 3 clusters Score -550204.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -550209.750000 Penalty: 4361.029297
	Iteration 43Q: 3 clusters Score -550209.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -550214.562500 Penalty: 4361.029297
	Iteration 44Q: 3 clusters Score -550214.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -550220.000000 Penalty: 4361.029297
	Iteration 45Q: 3 clusters Score -550220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -550225.250000 Penalty: 4361.029297
	Iteration 46Q: 3 clusters Score -550225.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -550229.875000 Penalty: 4361.029297
	Iteration 47Q: 3 clusters Score -550229.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -550233.687500 Penalty: 4361.029297
	Iteration 48Q: 3 clusters Score -550233.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -550236.625000 Penalty: 4361.029297
	Iteration 49Q: 3 clusters Score -550236.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -550239.437500 Penalty: 4361.029297
	Iteration 50Q: 3 clusters Score -550239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -550243.687500 Penalty: 4361.029297
	Iteration 51Q: 3 clusters Score -550243.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -550250.250000 Penalty: 4361.029297
	Iteration 52Q: 3 clusters Score -550250.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -550259.062500 Penalty: 4361.029297
	Iteration 53Q: 3 clusters Score -550259.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -550267.187500 Penalty: 4361.029297
	Iteration 54Q: 3 clusters Score -550267.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -550275.187500 Penalty: 4361.029297
	Iteration 55Q: 3 clusters Score -550275.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -550280.812500 Penalty: 4361.029297
	Iteration 56Q: 3 clusters Score -550280.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -550288.187500 Penalty: 4361.029297
	Iteration 57Q: 3 clusters Score -550288.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -550297.375000 Penalty: 4361.029297
	Iteration 58Q: 3 clusters Score -550297.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -550305.625000 Penalty: 4361.029297
	Iteration 59Q: 3 clusters Score -550305.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -550321.312500 Penalty: 4361.029297
	Iteration 60F: 3 clusters Score -550321.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -550334.750000 Penalty: 4361.029297
	Iteration 61Q: 3 clusters Score -550334.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -550350.875000 Penalty: 4361.029297
	Iteration 62Q: 3 clusters Score -550350.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -550364.437500 Penalty: 4361.029297
	Iteration 63Q: 3 clusters Score -550364.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -550382.062500 Penalty: 4361.029297
	Iteration 64Q: 3 clusters Score -550382.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -550403.000000 Penalty: 4361.029297
	Iteration 65Q: 3 clusters Score -550403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -550424.875000 Penalty: 4361.029297
	Iteration 66Q: 3 clusters Score -550424.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -550450.062500 Penalty: 4361.029297
	Iteration 67Q: 3 clusters Score -550450.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -550481.687500 Penalty: 4361.029297
	Iteration 68Q: 3 clusters Score -550481.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -550514.000000 Penalty: 4361.029297
	Iteration 69Q: 3 clusters Score -550514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -550561.937500 Penalty: 4361.029297
	Iteration 70Q: 3 clusters Score -550561.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -550617.562500 Penalty: 4361.029297
	Iteration 71Q: 3 clusters Score -550617.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -550682.875000 Penalty: 4361.029297
	Iteration 72Q: 3 clusters Score -550682.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -550756.437500 Penalty: 4361.029297
	Iteration 73Q: 3 clusters Score -550756.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -550818.312500 Penalty: 4361.029297
	Iteration 74Q: 3 clusters Score -550818.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -550879.250000 Penalty: 4361.029297
	Iteration 75Q: 3 clusters Score -550879.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -550957.375000 Penalty: 4361.029297
	Iteration 76Q: 3 clusters Score -550957.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -551037.000000 Penalty: 4361.029297
	Iteration 77Q: 3 clusters Score -551037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -551101.812500 Penalty: 4361.029297
	Iteration 78Q: 3 clusters Score -551101.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -551178.750000 Penalty: 4361.029297
	Iteration 79Q: 3 clusters Score -551178.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -551249.687500 Penalty: 4361.029297
	Iteration 80F: 3 clusters Score -551249.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -551302.625000 Penalty: 4361.029297
	Iteration 81Q: 3 clusters Score -551302.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -551350.562500 Penalty: 4361.029297
	Iteration 82Q: 3 clusters Score -551350.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -551387.562500 Penalty: 4361.029297
	Iteration 83Q: 3 clusters Score -551387.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -551415.000000 Penalty: 4361.029297
	Iteration 84Q: 3 clusters Score -551415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -551440.875000 Penalty: 4361.029297
	Iteration 85Q: 3 clusters Score -551440.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -551463.187500 Penalty: 4361.029297
	Iteration 86Q: 3 clusters Score -551463.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -551476.125000 Penalty: 4361.029297
	Iteration 87Q: 3 clusters Score -551476.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -551493.937500 Penalty: 4361.029297
	Iteration 88Q: 3 clusters Score -551493.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -551512.312500 Penalty: 4361.029297
	Iteration 89Q: 3 clusters Score -551512.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -551522.250000 Penalty: 4361.029297
	Iteration 90Q: 3 clusters Score -551522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -551529.312500 Penalty: 4361.029297
	Iteration 91Q: 3 clusters Score -551529.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -551541.312500 Penalty: 4361.029297
	Iteration 92Q: 3 clusters Score -551541.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -551549.187500 Penalty: 4361.029297
	Iteration 93Q: 3 clusters Score -551549.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -551553.125000 Penalty: 4361.029297
	Iteration 94Q: 3 clusters Score -551553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -551559.250000 Penalty: 4361.029297
	Iteration 95Q: 3 clusters Score -551559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -551564.437500 Penalty: 4361.029297
	Iteration 96Q: 3 clusters Score -551564.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -551571.187500 Penalty: 4361.029297
	Iteration 97Q: 3 clusters Score -551571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -551576.562500 Penalty: 4361.029297
	Iteration 98Q: 3 clusters Score -551576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -551577.625000 Penalty: 4361.029297
	Iteration 99Q: 3 clusters Score -551577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -551578.437500 Penalty: 4361.029297
	Iteration 100F: 3 clusters Score -551578.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Entering Unmasked Estep 
Score: -2274189.000000 Penalty: 2524.597900
	Iteration 0F: 2 clusters Score -2274189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2255906.750000 Penalty: 5049.195801
	Iteration 0F: 3 clusters Score -2255907 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2262627.750000 Penalty: 5049.195801
	Iteration 1F: 3 clusters Score -2262628 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2263388.500000 Penalty: 5049.195801
	Iteration 2F: 3 clusters Score -2263388 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2264119.000000 Penalty: 5049.195801
	Iteration 3F: 3 clusters Score -2264119 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2264932.250000 Penalty: 5049.195801
	Iteration 4F: 3 clusters Score -2264932 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2265834.000000 Penalty: 5049.195801
	Iteration 5F: 3 clusters Score -2265834 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2266822.750000 Penalty: 5049.195801
	Iteration 6F: 3 clusters Score -2266823 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2267814.500000 Penalty: 5049.195801
	Iteration 7F: 3 clusters Score -2267814 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2268781.750000 Penalty: 5049.195801
	Iteration 8Q: 3 clusters Score -2268782 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2269585.250000 Penalty: 5049.195801
	Iteration 9Q: 3 clusters Score -2269585 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2270090.250000 Penalty: 5049.195801
	Iteration 10Q: 3 clusters Score -2270090 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2270322.500000 Penalty: 5049.195801
	Iteration 11Q: 3 clusters Score -2270322 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2270439.250000 Penalty: 5049.195801
	Iteration 12Q: 3 clusters Score -2270439 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2270527.500000 Penalty: 5049.195801
	Iteration 13Q: 3 clusters Score -2270528 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2270604.000000 Penalty: 5049.195801
	Iteration 14Q: 3 clusters Score -2270604 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2270645.750000 Penalty: 5049.195801
	Iteration 15Q: 3 clusters Score -2270646 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2270690.250000 Penalty: 5049.195801
	Iteration 16Q: 3 clusters Score -2270690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2270722.750000 Penalty: 5049.195801
	Iteration 17Q: 3 clusters Score -2270723 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2270763.500000 Penalty: 5049.195801
	Iteration 18Q: 3 clusters Score -2270764 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2270800.250000 Penalty: 5049.195801
	Iteration 19Q: 3 clusters Score -2270800 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2270828.750000 Penalty: 5049.195801
	Iteration 20F: 3 clusters Score -2270829 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2270854.750000 Penalty: 5049.195801
	Iteration 21Q: 3 clusters Score -2270855 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2270888.250000 Penalty: 5049.195801
	Iteration 22Q: 3 clusters Score -2270888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2270913.000000 Penalty: 5049.195801
	Iteration 23Q: 3 clusters Score -2270913 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2270930.250000 Penalty: 5049.195801
	Iteration 24Q: 3 clusters Score -2270930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2270946.500000 Penalty: 5049.195801
	Iteration 25Q: 3 clusters Score -2270946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2270967.000000 Penalty: 5049.195801
	Iteration 26Q: 3 clusters Score -2270967 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2270988.250000 Penalty: 5049.195801
	Iteration 27Q: 3 clusters Score -2270988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2270990.750000 Penalty: 5049.195801
	Iteration 28Q: 3 clusters Score -2270991 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2270996.750000 Penalty: 5049.195801
	Iteration 29Q: 3 clusters Score -2270997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2271007.000000 Penalty: 5049.195801
	Iteration 30Q: 3 clusters Score -2271007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2271009.750000 Penalty: 5049.195801
	Iteration 31Q: 3 clusters Score -2271010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2271012.250000 Penalty: 5049.195801
	Iteration 32Q: 3 clusters Score -2271012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2271021.000000 Penalty: 5049.195801
	Iteration 33Q: 3 clusters Score -2271021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2271027.000000 Penalty: 5049.195801
	Iteration 34Q: 3 clusters Score -2271027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2271031.000000 Penalty: 5049.195801
	Iteration 35Q: 3 clusters Score -2271031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2271030.500000 Penalty: 5049.195801
	Iteration 36Q: 3 clusters Score -2271030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2271030.750000 Penalty: 5049.195801
	Iteration 37Q: 3 clusters Score -2271031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2271033.000000 Penalty: 5049.195801
	Iteration 38Q: 3 clusters Score -2271033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2271036.500000 Penalty: 5049.195801
	Iteration 39Q: 3 clusters Score -2271036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2271037.500000 Penalty: 5049.195801
	Iteration 40F: 3 clusters Score -2271038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2271035.750000 Penalty: 5049.195801
	Iteration 41Q: 3 clusters Score -2271036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2271033.750000 Penalty: 5049.195801
	Iteration 42Q: 3 clusters Score -2271034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2271035.000000 Penalty: 5049.195801
	Iteration 43Q: 3 clusters Score -2271035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2271037.750000 Penalty: 5049.195801
	Iteration 44Q: 3 clusters Score -2271038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2271035.250000 Penalty: 5049.195801
	Iteration 45Q: 3 clusters Score -2271035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2271047.250000 Penalty: 5049.195801
	Iteration 46Q: 3 clusters Score -2271047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2271046.750000 Penalty: 5049.195801
	Iteration 47Q: 3 clusters Score -2271047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2271045.500000 Penalty: 5049.195801
	Iteration 48Q: 3 clusters Score -2271046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2271047.250000 Penalty: 5049.195801
	Iteration 49Q: 3 clusters Score -2271047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2271050.000000 Penalty: 5049.195801
	Iteration 50Q: 3 clusters Score -2271050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2271049.500000 Penalty: 5049.195801
	Iteration 51Q: 3 clusters Score -2271050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2271055.000000 Penalty: 5049.195801
	Iteration 52Q: 3 clusters Score -2271055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2271056.750000 Penalty: 5049.195801
	Iteration 53Q: 3 clusters Score -2271057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2271051.750000 Penalty: 5049.195801
	Iteration 54Q: 3 clusters Score -2271052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2271047.000000 Penalty: 5049.195801
	Iteration 55Q: 3 clusters Score -2271047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2271041.750000 Penalty: 5049.195801
	Iteration 56Q: 3 clusters Score -2271042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2271048.000000 Penalty: 5049.195801
	Iteration 57Q: 3 clusters Score -2271048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2271048.750000 Penalty: 5049.195801
	Iteration 58Q: 3 clusters Score -2271049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2271050.750000 Penalty: 5049.195801
	Iteration 59Q: 3 clusters Score -2271051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2271050.000000 Penalty: 5049.195801
	Iteration 60F: 3 clusters Score -2271050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2271055.000000 Penalty: 5049.195801
	Iteration 61Q: 3 clusters Score -2271055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2271052.000000 Penalty: 5049.195801
	Iteration 62Q: 3 clusters Score -2271052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2271057.750000 Penalty: 5049.195801
	Iteration 63Q: 3 clusters Score -2271058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2271056.500000 Penalty: 5049.195801
	Iteration 64Q: 3 clusters Score -2271056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2271054.750000 Penalty: 5049.195801
	Iteration 65Q: 3 clusters Score -2271055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2271062.250000 Penalty: 5049.195801
	Iteration 66Q: 3 clusters Score -2271062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2271065.000000 Penalty: 5049.195801
	Iteration 67Q: 3 clusters Score -2271065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2271067.500000 Penalty: 5049.195801
	Iteration 68Q: 3 clusters Score -2271068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2271064.750000 Penalty: 5049.195801
	Iteration 69Q: 3 clusters Score -2271065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2271061.750000 Penalty: 5049.195801
	Iteration 70Q: 3 clusters Score -2271062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2271063.500000 Penalty: 5049.195801
	Iteration 71Q: 3 clusters Score -2271064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2271066.250000 Penalty: 5049.195801
	Iteration 72Q: 3 clusters Score -2271066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2271061.000000 Penalty: 5049.195801
	Iteration 73Q: 3 clusters Score -2271061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2271062.750000 Penalty: 5049.195801
	Iteration 74Q: 3 clusters Score -2271063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2271056.750000 Penalty: 5049.195801
	Iteration 75Q: 3 clusters Score -2271057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2271063.250000 Penalty: 5049.195801
	Iteration 76Q: 3 clusters Score -2271063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2271062.750000 Penalty: 5049.195801
	Iteration 77Q: 3 clusters Score -2271063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2271062.500000 Penalty: 5049.195801
	Iteration 78Q: 3 clusters Score -2271062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2271062.500000 Penalty: 5049.195801
	Iteration 79F: 3 clusters Score -2271062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Entering Unmasked Estep 
Score: -1108994.250000 Penalty: 2348.275146
	Iteration 0F: 2 clusters Score -1108994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1099442.500000 Penalty: 4696.550293
	Iteration 0F: 3 clusters Score -1099442 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1102440.625000 Penalty: 4696.550293
	Iteration 1F: 3 clusters Score -1102441 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1102943.250000 Penalty: 4696.550293
	Iteration 2F: 3 clusters Score -1102943 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1103593.375000 Penalty: 4696.550293
	Iteration 3F: 3 clusters Score -1103593 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1104421.625000 Penalty: 4696.550293
	Iteration 4F: 3 clusters Score -1104422 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1105335.875000 Penalty: 4696.550293
	Iteration 5F: 3 clusters Score -1105336 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1106333.000000 Penalty: 4696.550293
	Iteration 6F: 3 clusters Score -1106333 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1107199.375000 Penalty: 4696.550293
	Iteration 7F: 3 clusters Score -1107199 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1107731.000000 Penalty: 4696.550293
	Iteration 8Q: 3 clusters Score -1107731 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1107987.875000 Penalty: 4696.550293
	Iteration 9Q: 3 clusters Score -1107988 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1108119.250000 Penalty: 4696.550293
	Iteration 10Q: 3 clusters Score -1108119 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1108181.375000 Penalty: 4696.550293
	Iteration 11Q: 3 clusters Score -1108181 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1108218.875000 Penalty: 4696.550293
	Iteration 12Q: 3 clusters Score -1108219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1108245.750000 Penalty: 4696.550293
	Iteration 13Q: 3 clusters Score -1108246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1108267.500000 Penalty: 4696.550293
	Iteration 14Q: 3 clusters Score -1108268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1108285.500000 Penalty: 4696.550293
	Iteration 15Q: 3 clusters Score -1108286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1108302.875000 Penalty: 4696.550293
	Iteration 16Q: 3 clusters Score -1108303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1108322.375000 Penalty: 4696.550293
	Iteration 17Q: 3 clusters Score -1108322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1108338.875000 Penalty: 4696.550293
	Iteration 18Q: 3 clusters Score -1108339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1108342.375000 Penalty: 4696.550293
	Iteration 19Q: 3 clusters Score -1108342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1108348.000000 Penalty: 4696.550293
	Iteration 20F: 3 clusters Score -1108348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1108355.500000 Penalty: 4696.550293
	Iteration 21Q: 3 clusters Score -1108356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1108359.000000 Penalty: 4696.550293
	Iteration 22Q: 3 clusters Score -1108359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1108366.500000 Penalty: 4696.550293
	Iteration 23Q: 3 clusters Score -1108366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1108374.125000 Penalty: 4696.550293
	Iteration 24Q: 3 clusters Score -1108374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1108378.250000 Penalty: 4696.550293
	Iteration 25Q: 3 clusters Score -1108378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1108379.375000 Penalty: 4696.550293
	Iteration 26Q: 3 clusters Score -1108379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1108383.250000 Penalty: 4696.550293
	Iteration 27Q: 3 clusters Score -1108383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1108390.375000 Penalty: 4696.550293
	Iteration 28Q: 3 clusters Score -1108390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1108391.250000 Penalty: 4696.550293
	Iteration 29Q: 3 clusters Score -1108391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1108397.375000 Penalty: 4696.550293
	Iteration 30Q: 3 clusters Score -1108397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1108400.375000 Penalty: 4696.550293
	Iteration 31Q: 3 clusters Score -1108400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1108401.000000 Penalty: 4696.550293
	Iteration 32Q: 3 clusters Score -1108401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1108402.125000 Penalty: 4696.550293
	Iteration 33Q: 3 clusters Score -1108402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1108403.250000 Penalty: 4696.550293
	Iteration 34Q: 3 clusters Score -1108403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1108401.625000 Penalty: 4696.550293
	Iteration 35Q: 3 clusters Score -1108402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1108405.000000 Penalty: 4696.550293
	Iteration 36Q: 3 clusters Score -1108405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1108405.875000 Penalty: 4696.550293
	Iteration 37Q: 3 clusters Score -1108406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1108406.500000 Penalty: 4696.550293
	Iteration 38Q: 3 clusters Score -1108406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1108408.000000 Penalty: 4696.550293
	Iteration 39Q: 3 clusters Score -1108408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1108407.625000 Penalty: 4696.550293
	Iteration 40F: 3 clusters Score -1108408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1108409.375000 Penalty: 4696.550293
	Iteration 41Q: 3 clusters Score -1108409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1108409.250000 Penalty: 4696.550293
	Iteration 42Q: 3 clusters Score -1108409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1108408.375000 Penalty: 4696.550293
	Iteration 43Q: 3 clusters Score -1108408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1108408.375000 Penalty: 4696.550293
	Iteration 44F: 3 clusters Score -1108408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -253630.296875 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -253630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -250301.000000 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -250301 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -251055.546875 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -251055.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -251287.859375 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -251287.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -251444.187500 Penalty: 3981.142578
	Iteration 3F: 3 clusters Score -251444.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -251575.250000 Penalty: 3981.142578
	Iteration 4Q: 3 clusters Score -251575.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -251697.250000 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -251697.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -251833.937500 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -251833.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251943.187500 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -251943.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252038.890625 Penalty: 3981.142578
	Iteration 8Q: 3 clusters Score -252038.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -252120.968750 Penalty: 3981.142578
	Iteration 9Q: 3 clusters Score -252121 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -252170.937500 Penalty: 3981.142578
	Iteration 10Q: 3 clusters Score -252170.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -252205.562500 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -252205.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -252223.031250 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -252223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -252247.500000 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -252247.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -252269.093750 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -252269.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -252304.812500 Penalty: 3981.142578
	Iteration 15Q: 3 clusters Score -252304.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -252323.703125 Penalty: 3981.142578
	Iteration 16Q: 3 clusters Score -252323.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -252336.468750 Penalty: 3981.142578
	Iteration 17Q: 3 clusters Score -252336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -252341.625000 Penalty: 3981.142578
	Iteration 18Q: 3 clusters Score -252341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -252347.781250 Penalty: 3981.142578
	Iteration 19Q: 3 clusters Score -252347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -252350.968750 Penalty: 3981.142578
	Iteration 20F: 3 clusters Score -252351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -252353.000000 Penalty: 3981.142578
	Iteration 21Q: 3 clusters Score -252353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -252354.265625 Penalty: 3981.142578
	Iteration 22Q: 3 clusters Score -252354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -252354.812500 Penalty: 3981.142578
	Iteration 23Q: 3 clusters Score -252354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -252355.703125 Penalty: 3981.142578
	Iteration 24Q: 3 clusters Score -252355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -252355.703125 Penalty: 3981.142578
	Iteration 25F: 3 clusters Score -252355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -376075.875000 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -376075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -371877.375000 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -371877.4 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -372807.093750 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -372807.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -373014.968750 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -373015 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -373146.718750 Penalty: 4169.173340
	Iteration 3Q: 3 clusters Score -373146.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -373256.906250 Penalty: 4169.173340
	Iteration 4Q: 3 clusters Score -373256.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -373354.250000 Penalty: 4169.173340
	Iteration 5Q: 3 clusters Score -373354.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -373472.250000 Penalty: 4169.173340
	Iteration 6Q: 3 clusters Score -373472.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -373597.781250 Penalty: 4169.173340
	Iteration 7Q: 3 clusters Score -373597.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -373720.031250 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -373720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -373837.062500 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -373837.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -373971.187500 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -373971.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -374072.125000 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -374072.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -374190.906250 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -374190.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -374300.343750 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -374300.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -374381.625000 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -374381.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -374451.531250 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -374451.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -374502.937500 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -374502.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -374544.156250 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -374544.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -374584.593750 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -374584.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -374629.593750 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -374629.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -374668.250000 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -374668.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -374703.593750 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -374703.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -374728.562500 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -374728.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -374749.406250 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -374749.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -374767.000000 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -374767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -374787.062500 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -374787.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -374809.406250 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -374809.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -374830.937500 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -374830.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -374848.281250 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -374848.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -374858.656250 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -374858.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -374867.187500 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -374867.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -374874.781250 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -374874.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -374883.406250 Penalty: 4169.173340
	Iteration 32Q: 3 clusters Score -374883.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -374886.031250 Penalty: 4169.173340
	Iteration 33Q: 3 clusters Score -374886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -374890.125000 Penalty: 4169.173340
	Iteration 34Q: 3 clusters Score -374890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -374892.250000 Penalty: 4169.173340
	Iteration 35Q: 3 clusters Score -374892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -374896.000000 Penalty: 4169.173340
	Iteration 36Q: 3 clusters Score -374896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -374899.062500 Penalty: 4169.173340
	Iteration 37Q: 3 clusters Score -374899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -374902.750000 Penalty: 4169.173340
	Iteration 38Q: 3 clusters Score -374902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -374904.343750 Penalty: 4169.173340
	Iteration 39Q: 3 clusters Score -374904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -374905.281250 Penalty: 4169.173340
	Iteration 40F: 3 clusters Score -374905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -374904.875000 Penalty: 4169.173340
	Iteration 41Q: 3 clusters Score -374904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -374904.875000 Penalty: 4169.173340
	Iteration 42F: 3 clusters Score -374904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -290043.906250 Penalty: 2022.244873
	Iteration 0F: 2 clusters Score -290043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -286475.687500 Penalty: 4044.489746
	Iteration 0F: 3 clusters Score -286475.7 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -287283.093750 Penalty: 4044.489746
	Iteration 1F: 3 clusters Score -287283.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -287552.406250 Penalty: 4044.489746
	Iteration 2F: 3 clusters Score -287552.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287799.781250 Penalty: 4044.489746
	Iteration 3F: 3 clusters Score -287799.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288018.156250 Penalty: 4044.489746
	Iteration 4F: 3 clusters Score -288018.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -288226.031250 Penalty: 4044.489746
	Iteration 5F: 3 clusters Score -288226 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -288418.812500 Penalty: 4044.489746
	Iteration 6F: 3 clusters Score -288418.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -288625.718750 Penalty: 4044.489746
	Iteration 7Q: 3 clusters Score -288625.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -288883.218750 Penalty: 4044.489746
	Iteration 8Q: 3 clusters Score -288883.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -289116.187500 Penalty: 4044.489746
	Iteration 9Q: 3 clusters Score -289116.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -289211.937500 Penalty: 4044.489746
	Iteration 10Q: 3 clusters Score -289211.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -289253.781250 Penalty: 4044.489746
	Iteration 11Q: 3 clusters Score -289253.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -289274.343750 Penalty: 4044.489746
	Iteration 12Q: 3 clusters Score -289274.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -289295.062500 Penalty: 4044.489746
	Iteration 13Q: 3 clusters Score -289295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289305.875000 Penalty: 4044.489746
	Iteration 14Q: 3 clusters Score -289305.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -289317.531250 Penalty: 4044.489746
	Iteration 15Q: 3 clusters Score -289317.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -289334.375000 Penalty: 4044.489746
	Iteration 16Q: 3 clusters Score -289334.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289344.437500 Penalty: 4044.489746
	Iteration 17Q: 3 clusters Score -289344.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -289353.687500 Penalty: 4044.489746
	Iteration 18Q: 3 clusters Score -289353.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -289359.593750 Penalty: 4044.489746
	Iteration 19Q: 3 clusters Score -289359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -289367.093750 Penalty: 4044.489746
	Iteration 20F: 3 clusters Score -289367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -289376.156250 Penalty: 4044.489746
	Iteration 21Q: 3 clusters Score -289376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -289393.062500 Penalty: 4044.489746
	Iteration 22Q: 3 clusters Score -289393.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -289412.343750 Penalty: 4044.489746
	Iteration 23Q: 3 clusters Score -289412.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -289429.437500 Penalty: 4044.489746
	Iteration 24Q: 3 clusters Score -289429.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -289443.625000 Penalty: 4044.489746
	Iteration 25Q: 3 clusters Score -289443.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -289453.250000 Penalty: 4044.489746
	Iteration 26Q: 3 clusters Score -289453.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -289462.343750 Penalty: 4044.489746
	Iteration 27Q: 3 clusters Score -289462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -289467.375000 Penalty: 4044.489746
	Iteration 28Q: 3 clusters Score -289467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -289470.218750 Penalty: 4044.489746
	Iteration 29Q: 3 clusters Score -289470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -289473.968750 Penalty: 4044.489746
	Iteration 30Q: 3 clusters Score -289474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -289474.062500 Penalty: 4044.489746
	Iteration 31Q: 3 clusters Score -289474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -289475.375000 Penalty: 4044.489746
	Iteration 32Q: 3 clusters Score -289475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -289476.437500 Penalty: 4044.489746
	Iteration 33Q: 3 clusters Score -289476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -289476.437500 Penalty: 4044.489746
	Iteration 34F: 3 clusters Score -289476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -402712.906250 Penalty: 2153.395508
	Iteration 0F: 2 clusters Score -402712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -397654.093750 Penalty: 4306.791016
	Iteration 0F: 3 clusters Score -397654.1 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -399457.062500 Penalty: 4306.791016
	Iteration 1F: 3 clusters Score -399457.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -399982.968750 Penalty: 4306.791016
	Iteration 2F: 3 clusters Score -399983 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -400443.593750 Penalty: 4306.791016
	Iteration 3F: 3 clusters Score -400443.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -400776.343750 Penalty: 4306.791016
	Iteration 4F: 3 clusters Score -400776.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -400995.906250 Penalty: 4306.791016
	Iteration 5F: 3 clusters Score -400995.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -401129.937500 Penalty: 4306.791016
	Iteration 6Q: 3 clusters Score -401129.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -401227.781250 Penalty: 4306.791016
	Iteration 7Q: 3 clusters Score -401227.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -401302.062500 Penalty: 4306.791016
	Iteration 8Q: 3 clusters Score -401302.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -401364.281250 Penalty: 4306.791016
	Iteration 9Q: 3 clusters Score -401364.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -401420.031250 Penalty: 4306.791016
	Iteration 10Q: 3 clusters Score -401420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -401462.812500 Penalty: 4306.791016
	Iteration 11Q: 3 clusters Score -401462.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -401492.781250 Penalty: 4306.791016
	Iteration 12Q: 3 clusters Score -401492.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -401518.062500 Penalty: 4306.791016
	Iteration 13Q: 3 clusters Score -401518.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -401530.437500 Penalty: 4306.791016
	Iteration 14Q: 3 clusters Score -401530.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -401541.093750 Penalty: 4306.791016
	Iteration 15Q: 3 clusters Score -401541.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -401552.750000 Penalty: 4306.791016
	Iteration 16Q: 3 clusters Score -401552.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -401559.437500 Penalty: 4306.791016
	Iteration 17Q: 3 clusters Score -401559.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -401563.781250 Penalty: 4306.791016
	Iteration 18Q: 3 clusters Score -401563.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -401566.625000 Penalty: 4306.791016
	Iteration 19Q: 3 clusters Score -401566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -401570.593750 Penalty: 4306.791016
	Iteration 20F: 3 clusters Score -401570.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -401575.812500 Penalty: 4306.791016
	Iteration 21Q: 3 clusters Score -401575.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -401581.781250 Penalty: 4306.791016
	Iteration 22Q: 3 clusters Score -401581.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -401586.625000 Penalty: 4306.791016
	Iteration 23Q: 3 clusters Score -401586.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -401590.000000 Penalty: 4306.791016
	Iteration 24Q: 3 clusters Score -401590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -401590.687500 Penalty: 4306.791016
	Iteration 25Q: 3 clusters Score -401590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -401594.000000 Penalty: 4306.791016
	Iteration 26Q: 3 clusters Score -401594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -401596.031250 Penalty: 4306.791016
	Iteration 27Q: 3 clusters Score -401596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -401596.375000 Penalty: 4306.791016
	Iteration 28Q: 3 clusters Score -401596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -401597.343750 Penalty: 4306.791016
	Iteration 29Q: 3 clusters Score -401597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -401599.531250 Penalty: 4306.791016
	Iteration 30Q: 3 clusters Score -401599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -401601.468750 Penalty: 4306.791016
	Iteration 31Q: 3 clusters Score -401601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -401601.781250 Penalty: 4306.791016
	Iteration 32Q: 3 clusters Score -401601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -401603.093750 Penalty: 4306.791016
	Iteration 33Q: 3 clusters Score -401603.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -401605.312500 Penalty: 4306.791016
	Iteration 34Q: 3 clusters Score -401605.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -401606.000000 Penalty: 4306.791016
	Iteration 35Q: 3 clusters Score -401606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -401609.218750 Penalty: 4306.791016
	Iteration 36Q: 3 clusters Score -401609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -401609.093750 Penalty: 4306.791016
	Iteration 37Q: 3 clusters Score -401609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -401610.093750 Penalty: 4306.791016
	Iteration 38Q: 3 clusters Score -401610.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -401610.687500 Penalty: 4306.791016
	Iteration 39Q: 3 clusters Score -401610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -401610.593750 Penalty: 4306.791016
	Iteration 40F: 3 clusters Score -401610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (328741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328741 members 
Entering Unmasked Estep 
Score: -29025220.000000 Penalty: 3150.350342
	Iteration 0F: 2 clusters Score -2.902522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -28804544.000000 Penalty: 6300.700684
	Iteration 0F: 3 clusters Score -2.880454e+07 nChanged 159417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158438 members 
Mstep: Class 2 contains 170303 members 
Entering Unmasked Estep 
Score: -28898334.000000 Penalty: 6300.700684
	Iteration 1F: 3 clusters Score -2.889833e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 173879 members 
Entering Unmasked Estep 
Score: -28899702.000000 Penalty: 6300.700684
	Iteration 2Q: 3 clusters Score -2.88997e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 179429 members 
Entering Unmasked Estep 
Score: -28901746.000000 Penalty: 6300.700684
	Iteration 3Q: 3 clusters Score -2.890175e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140622 members 
Mstep: Class 2 contains 188119 members 
Entering Unmasked Estep 
Score: -28905476.000000 Penalty: 6300.700684
	Iteration 4Q: 3 clusters Score -2.890548e+07 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 201243 members 
Entering Unmasked Estep 
Score: -28912512.000000 Penalty: 6300.700684
	Iteration 5Q: 3 clusters Score -2.891251e+07 nChanged 19887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108363 members 
Mstep: Class 2 contains 220378 members 
Entering Unmasked Estep 
Score: -28925314.000000 Penalty: 6300.700684
	Iteration 6F: 3 clusters Score -2.892531e+07 nChanged 25845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 245843 members 
Entering Unmasked Estep 
Score: -28946358.000000 Penalty: 6300.700684
	Iteration 7F: 3 clusters Score -2.894636e+07 nChanged 28567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 274260 members 
Entering Unmasked Estep 
Score: -28972378.000000 Penalty: 6300.700684
	Iteration 8F: 3 clusters Score -2.897238e+07 nChanged 24352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 298554 members 
Entering Unmasked Estep 
Score: -28995624.000000 Penalty: 6300.700684
	Iteration 9F: 3 clusters Score -2.899562e+07 nChanged 15558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 314090 members 
Entering Unmasked Estep 
Score: -29010176.000000 Penalty: 6300.700684
	Iteration 10Q: 3 clusters Score -2.901018e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 322095 members 
Entering Unmasked Estep 
Score: -29017126.000000 Penalty: 6300.700684
	Iteration 11Q: 3 clusters Score -2.901713e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 325619 members 
Entering Unmasked Estep 
Score: -29020122.000000 Penalty: 6300.700684
	Iteration 12Q: 3 clusters Score -2.902012e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 327120 members 
Entering Unmasked Estep 
Score: -29021406.000000 Penalty: 6300.700684
	Iteration 13Q: 3 clusters Score -2.902141e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 327748 members 
Entering Unmasked Estep 
Score: -29021916.000000 Penalty: 6300.700684
	Iteration 14Q: 3 clusters Score -2.902192e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 327979 members 
Entering Unmasked Estep 
Score: -29022098.000000 Penalty: 6300.700684
	Iteration 15Q: 3 clusters Score -2.90221e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 328088 members 
Entering Unmasked Estep 
Score: -29022234.000000 Penalty: 6300.700684
	Iteration 16Q: 3 clusters Score -2.902223e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 328144 members 
Entering Unmasked Estep 
Score: -29022338.000000 Penalty: 6300.700684
	Iteration 17Q: 3 clusters Score -2.902234e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 328177 members 
Entering Unmasked Estep 
Score: -29022402.000000 Penalty: 6300.700684
	Iteration 18Q: 3 clusters Score -2.90224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 328199 members 
Entering Unmasked Estep 
Score: -29022422.000000 Penalty: 6300.700684
	Iteration 19Q: 3 clusters Score -2.902242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 328217 members 
Entering Unmasked Estep 
Score: -29022444.000000 Penalty: 6300.700684
	Iteration 20F: 3 clusters Score -2.902244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 328233 members 
Entering Unmasked Estep 
Score: -29022472.000000 Penalty: 6300.700684
	Iteration 21Q: 3 clusters Score -2.902247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 328240 members 
Entering Unmasked Estep 
Score: -29022466.000000 Penalty: 6300.700684
	Iteration 22Q: 3 clusters Score -2.902247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 328241 members 
Entering Unmasked Estep 
Score: -29022460.000000 Penalty: 6300.700684
	Iteration 23Q: 3 clusters Score -2.902246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 328244 members 
Entering Unmasked Estep 
Score: -29022466.000000 Penalty: 6300.700684
	Iteration 24Q: 3 clusters Score -2.902247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 328247 members 
Entering Unmasked Estep 
Score: -29022488.000000 Penalty: 6300.700684
	Iteration 25Q: 3 clusters Score -2.902249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 328252 members 
Entering Unmasked Estep 
Score: -29022498.000000 Penalty: 6300.700684
	Iteration 26Q: 3 clusters Score -2.90225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 328255 members 
Entering Unmasked Estep 
Score: -29022530.000000 Penalty: 6300.700684
	Iteration 27Q: 3 clusters Score -2.902253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 328256 members 
Entering Unmasked Estep 
Score: -29022546.000000 Penalty: 6300.700684
	Iteration 28Q: 3 clusters Score -2.902255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 328255 members 
Entering Unmasked Estep 
Score: -29022528.000000 Penalty: 6300.700684
	Iteration 29Q: 3 clusters Score -2.902253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 328256 members 
Entering Unmasked Estep 
Score: -29022546.000000 Penalty: 6300.700684
	Iteration 30Q: 3 clusters Score -2.902255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 328259 members 
Entering Unmasked Estep 
Score: -29022540.000000 Penalty: 6300.700684
	Iteration 31Q: 3 clusters Score -2.902254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 328259 members 
Entering Unmasked Estep 
Score: -29022544.000000 Penalty: 6300.700684
	Iteration 32Q: 3 clusters Score -2.902254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328260 members 
Entering Unmasked Estep 
Score: -29022554.000000 Penalty: 6300.700684
	Iteration 33Q: 3 clusters Score -2.902255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 328261 members 
Entering Unmasked Estep 
Score: -29022552.000000 Penalty: 6300.700684
	Iteration 34Q: 3 clusters Score -2.902255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328260 members 
Entering Unmasked Estep 
Score: -29022564.000000 Penalty: 6300.700684
	Iteration 35Q: 3 clusters Score -2.902256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 328263 members 
Entering Unmasked Estep 
Score: -29022574.000000 Penalty: 6300.700684
	Iteration 36Q: 3 clusters Score -2.902257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 328264 members 
Entering Unmasked Estep 
Score: -29022562.000000 Penalty: 6300.700684
	Iteration 37Q: 3 clusters Score -2.902256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 328263 members 
Entering Unmasked Estep 
Score: -29022584.000000 Penalty: 6300.700684
	Iteration 38Q: 3 clusters Score -2.902258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 328260 members 
Entering Unmasked Estep 
Score: -29022562.000000 Penalty: 6300.700684
	Iteration 39Q: 3 clusters Score -2.902256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 328258 members 
Entering Unmasked Estep 
Score: -29022556.000000 Penalty: 6300.700684
	Iteration 40F: 3 clusters Score -2.902256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Entering Unmasked Estep 
Score: -1288051.500000 Penalty: 2378.729004
	Iteration 0F: 2 clusters Score -1288052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1277406.625000 Penalty: 4757.458008
	Iteration 0F: 3 clusters Score -1277407 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1280666.125000 Penalty: 4757.458008
	Iteration 1F: 3 clusters Score -1280666 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1281021.750000 Penalty: 4757.458008
	Iteration 2F: 3 clusters Score -1281022 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1281285.125000 Penalty: 4757.458008
	Iteration 3Q: 3 clusters Score -1281285 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1281520.500000 Penalty: 4757.458008
	Iteration 4Q: 3 clusters Score -1281520 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1281731.875000 Penalty: 4757.458008
	Iteration 5Q: 3 clusters Score -1281732 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1281931.500000 Penalty: 4757.458008
	Iteration 6Q: 3 clusters Score -1281932 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1282159.875000 Penalty: 4757.458008
	Iteration 7Q: 3 clusters Score -1282160 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1282428.250000 Penalty: 4757.458008
	Iteration 8Q: 3 clusters Score -1282428 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1282767.500000 Penalty: 4757.458008
	Iteration 9Q: 3 clusters Score -1282768 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1283128.750000 Penalty: 4757.458008
	Iteration 10Q: 3 clusters Score -1283129 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1283509.000000 Penalty: 4757.458008
	Iteration 11Q: 3 clusters Score -1283509 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1283869.625000 Penalty: 4757.458008
	Iteration 12Q: 3 clusters Score -1283870 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1284210.875000 Penalty: 4757.458008
	Iteration 13Q: 3 clusters Score -1284211 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1284558.500000 Penalty: 4757.458008
	Iteration 14Q: 3 clusters Score -1284558 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1284861.750000 Penalty: 4757.458008
	Iteration 15Q: 3 clusters Score -1284862 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1285153.250000 Penalty: 4757.458008
	Iteration 16Q: 3 clusters Score -1285153 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1285422.000000 Penalty: 4757.458008
	Iteration 17Q: 3 clusters Score -1285422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1285612.000000 Penalty: 4757.458008
	Iteration 18Q: 3 clusters Score -1285612 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1285719.625000 Penalty: 4757.458008
	Iteration 19Q: 3 clusters Score -1285720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1285799.375000 Penalty: 4757.458008
	Iteration 20F: 3 clusters Score -1285799 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1285863.375000 Penalty: 4757.458008
	Iteration 21Q: 3 clusters Score -1285863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1285923.250000 Penalty: 4757.458008
	Iteration 22Q: 3 clusters Score -1285923 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1285957.000000 Penalty: 4757.458008
	Iteration 23Q: 3 clusters Score -1285957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1285993.875000 Penalty: 4757.458008
	Iteration 24Q: 3 clusters Score -1285994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1286019.125000 Penalty: 4757.458008
	Iteration 25Q: 3 clusters Score -1286019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1286032.750000 Penalty: 4757.458008
	Iteration 26Q: 3 clusters Score -1286033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1286050.375000 Penalty: 4757.458008
	Iteration 27Q: 3 clusters Score -1286050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1286057.500000 Penalty: 4757.458008
	Iteration 28Q: 3 clusters Score -1286058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1286063.625000 Penalty: 4757.458008
	Iteration 29Q: 3 clusters Score -1286064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1286066.750000 Penalty: 4757.458008
	Iteration 30Q: 3 clusters Score -1286067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1286071.625000 Penalty: 4757.458008
	Iteration 31Q: 3 clusters Score -1286072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1286075.125000 Penalty: 4757.458008
	Iteration 32Q: 3 clusters Score -1286075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1286075.625000 Penalty: 4757.458008
	Iteration 33Q: 3 clusters Score -1286076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1286082.500000 Penalty: 4757.458008
	Iteration 34Q: 3 clusters Score -1286082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1286083.250000 Penalty: 4757.458008
	Iteration 35Q: 3 clusters Score -1286083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1286087.875000 Penalty: 4757.458008
	Iteration 36Q: 3 clusters Score -1286088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1286087.625000 Penalty: 4757.458008
	Iteration 37Q: 3 clusters Score -1286088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1286088.625000 Penalty: 4757.458008
	Iteration 38Q: 3 clusters Score -1286089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1286093.375000 Penalty: 4757.458008
	Iteration 39Q: 3 clusters Score -1286093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1286095.250000 Penalty: 4757.458008
	Iteration 40F: 3 clusters Score -1286095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1286097.375000 Penalty: 4757.458008
	Iteration 41Q: 3 clusters Score -1286097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1286099.500000 Penalty: 4757.458008
	Iteration 42Q: 3 clusters Score -1286100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1286099.750000 Penalty: 4757.458008
	Iteration 43Q: 3 clusters Score -1286100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1286099.875000 Penalty: 4757.458008
	Iteration 44Q: 3 clusters Score -1286100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1286104.500000 Penalty: 4757.458008
	Iteration 45Q: 3 clusters Score -1286104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1286105.375000 Penalty: 4757.458008
	Iteration 46Q: 3 clusters Score -1286105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1286108.500000 Penalty: 4757.458008
	Iteration 47Q: 3 clusters Score -1286108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1286110.500000 Penalty: 4757.458008
	Iteration 48Q: 3 clusters Score -1286110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1286112.375000 Penalty: 4757.458008
	Iteration 49Q: 3 clusters Score -1286112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1286111.500000 Penalty: 4757.458008
	Iteration 50Q: 3 clusters Score -1286112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1286112.500000 Penalty: 4757.458008
	Iteration 51Q: 3 clusters Score -1286112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1286112.500000 Penalty: 4757.458008
	Iteration 52F: 3 clusters Score -1286112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Entering Unmasked Estep 
Score: -1119126.750000 Penalty: 2366.882080
	Iteration 0F: 2 clusters Score -1119127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1108918.750000 Penalty: 4733.764160
	Iteration 0F: 3 clusters Score -1108919 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1112296.875000 Penalty: 4733.764160
	Iteration 1F: 3 clusters Score -1112297 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1112735.000000 Penalty: 4733.764160
	Iteration 2F: 3 clusters Score -1112735 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1113107.250000 Penalty: 4733.764160
	Iteration 3F: 3 clusters Score -1113107 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1113463.875000 Penalty: 4733.764160
	Iteration 4Q: 3 clusters Score -1113464 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1113875.875000 Penalty: 4733.764160
	Iteration 5Q: 3 clusters Score -1113876 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1114250.500000 Penalty: 4733.764160
	Iteration 6Q: 3 clusters Score -1114250 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1114588.750000 Penalty: 4733.764160
	Iteration 7Q: 3 clusters Score -1114589 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1114883.625000 Penalty: 4733.764160
	Iteration 8Q: 3 clusters Score -1114884 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1115205.500000 Penalty: 4733.764160
	Iteration 9Q: 3 clusters Score -1115206 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1115549.375000 Penalty: 4733.764160
	Iteration 10Q: 3 clusters Score -1115549 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1115934.750000 Penalty: 4733.764160
	Iteration 11Q: 3 clusters Score -1115935 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1116265.875000 Penalty: 4733.764160
	Iteration 12Q: 3 clusters Score -1116266 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1116492.250000 Penalty: 4733.764160
	Iteration 13Q: 3 clusters Score -1116492 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1116641.375000 Penalty: 4733.764160
	Iteration 14Q: 3 clusters Score -1116641 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1116750.625000 Penalty: 4733.764160
	Iteration 15Q: 3 clusters Score -1116751 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1116831.000000 Penalty: 4733.764160
	Iteration 16Q: 3 clusters Score -1116831 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1116888.125000 Penalty: 4733.764160
	Iteration 17Q: 3 clusters Score -1116888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1116923.875000 Penalty: 4733.764160
	Iteration 18Q: 3 clusters Score -1116924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1116952.000000 Penalty: 4733.764160
	Iteration 19Q: 3 clusters Score -1116952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1116970.750000 Penalty: 4733.764160
	Iteration 20F: 3 clusters Score -1116971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1116983.375000 Penalty: 4733.764160
	Iteration 21Q: 3 clusters Score -1116983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1116997.375000 Penalty: 4733.764160
	Iteration 22Q: 3 clusters Score -1116997 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1117016.750000 Penalty: 4733.764160
	Iteration 23Q: 3 clusters Score -1117017 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1117025.750000 Penalty: 4733.764160
	Iteration 24Q: 3 clusters Score -1117026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1117046.250000 Penalty: 4733.764160
	Iteration 25Q: 3 clusters Score -1117046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1117073.000000 Penalty: 4733.764160
	Iteration 26Q: 3 clusters Score -1117073 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1117097.250000 Penalty: 4733.764160
	Iteration 27Q: 3 clusters Score -1117097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1117129.125000 Penalty: 4733.764160
	Iteration 28Q: 3 clusters Score -1117129 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1117157.625000 Penalty: 4733.764160
	Iteration 29Q: 3 clusters Score -1117158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1117184.875000 Penalty: 4733.764160
	Iteration 30Q: 3 clusters Score -1117185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1117206.250000 Penalty: 4733.764160
	Iteration 31Q: 3 clusters Score -1117206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1117227.750000 Penalty: 4733.764160
	Iteration 32Q: 3 clusters Score -1117228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1117249.750000 Penalty: 4733.764160
	Iteration 33Q: 3 clusters Score -1117250 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1117275.375000 Penalty: 4733.764160
	Iteration 34Q: 3 clusters Score -1117275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1117305.750000 Penalty: 4733.764160
	Iteration 35Q: 3 clusters Score -1117306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1117326.125000 Penalty: 4733.764160
	Iteration 36Q: 3 clusters Score -1117326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1117344.250000 Penalty: 4733.764160
	Iteration 37Q: 3 clusters Score -1117344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1117360.750000 Penalty: 4733.764160
	Iteration 38Q: 3 clusters Score -1117361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1117375.750000 Penalty: 4733.764160
	Iteration 39Q: 3 clusters Score -1117376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1117385.875000 Penalty: 4733.764160
	Iteration 40F: 3 clusters Score -1117386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1117400.750000 Penalty: 4733.764160
	Iteration 41Q: 3 clusters Score -1117401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1117410.750000 Penalty: 4733.764160
	Iteration 42Q: 3 clusters Score -1117411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1117429.750000 Penalty: 4733.764160
	Iteration 43Q: 3 clusters Score -1117430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1117435.125000 Penalty: 4733.764160
	Iteration 44Q: 3 clusters Score -1117435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1117445.375000 Penalty: 4733.764160
	Iteration 45Q: 3 clusters Score -1117445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1117464.500000 Penalty: 4733.764160
	Iteration 46Q: 3 clusters Score -1117464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1117485.750000 Penalty: 4733.764160
	Iteration 47Q: 3 clusters Score -1117486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1117510.000000 Penalty: 4733.764160
	Iteration 48Q: 3 clusters Score -1117510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1117547.250000 Penalty: 4733.764160
	Iteration 49Q: 3 clusters Score -1117547 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1117579.750000 Penalty: 4733.764160
	Iteration 50Q: 3 clusters Score -1117580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1117621.500000 Penalty: 4733.764160
	Iteration 51Q: 3 clusters Score -1117622 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1117671.875000 Penalty: 4733.764160
	Iteration 52Q: 3 clusters Score -1117672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1117728.125000 Penalty: 4733.764160
	Iteration 53Q: 3 clusters Score -1117728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1117788.625000 Penalty: 4733.764160
	Iteration 54Q: 3 clusters Score -1117789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1117836.625000 Penalty: 4733.764160
	Iteration 55Q: 3 clusters Score -1117837 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1117870.250000 Penalty: 4733.764160
	Iteration 56Q: 3 clusters Score -1117870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1117901.375000 Penalty: 4733.764160
	Iteration 57Q: 3 clusters Score -1117901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1117924.125000 Penalty: 4733.764160
	Iteration 58Q: 3 clusters Score -1117924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1117938.750000 Penalty: 4733.764160
	Iteration 59Q: 3 clusters Score -1117939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1117950.625000 Penalty: 4733.764160
	Iteration 60F: 3 clusters Score -1117951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1117955.250000 Penalty: 4733.764160
	Iteration 61Q: 3 clusters Score -1117955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1117965.625000 Penalty: 4733.764160
	Iteration 62Q: 3 clusters Score -1117966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1117969.625000 Penalty: 4733.764160
	Iteration 63Q: 3 clusters Score -1117970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1117975.500000 Penalty: 4733.764160
	Iteration 64Q: 3 clusters Score -1117976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1117981.375000 Penalty: 4733.764160
	Iteration 65Q: 3 clusters Score -1117981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1117981.875000 Penalty: 4733.764160
	Iteration 66Q: 3 clusters Score -1117982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1117982.375000 Penalty: 4733.764160
	Iteration 67Q: 3 clusters Score -1117982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1117980.000000 Penalty: 4733.764160
	Iteration 68Q: 3 clusters Score -1117980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1117980.625000 Penalty: 4733.764160
	Iteration 69Q: 3 clusters Score -1117981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1117981.750000 Penalty: 4733.764160
	Iteration 70Q: 3 clusters Score -1117982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1117981.500000 Penalty: 4733.764160
	Iteration 71Q: 3 clusters Score -1117982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1117981.500000 Penalty: 4733.764160
	Iteration 72F: 3 clusters Score -1117982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -728336.187500 Penalty: 2242.279297
	Iteration 0F: 2 clusters Score -728336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -721553.500000 Penalty: 4484.558594
	Iteration 0F: 3 clusters Score -721553.5 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -723367.125000 Penalty: 4484.558594
	Iteration 1F: 3 clusters Score -723367.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -723690.750000 Penalty: 4484.558594
	Iteration 2F: 3 clusters Score -723690.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -723905.687500 Penalty: 4484.558594
	Iteration 3F: 3 clusters Score -723905.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -724058.937500 Penalty: 4484.558594
	Iteration 4Q: 3 clusters Score -724058.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -724201.875000 Penalty: 4484.558594
	Iteration 5Q: 3 clusters Score -724201.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -724348.875000 Penalty: 4484.558594
	Iteration 6Q: 3 clusters Score -724348.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -724493.875000 Penalty: 4484.558594
	Iteration 7Q: 3 clusters Score -724493.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -724623.562500 Penalty: 4484.558594
	Iteration 8Q: 3 clusters Score -724623.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -724732.750000 Penalty: 4484.558594
	Iteration 9Q: 3 clusters Score -724732.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -724812.875000 Penalty: 4484.558594
	Iteration 10Q: 3 clusters Score -724812.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -724901.000000 Penalty: 4484.558594
	Iteration 11Q: 3 clusters Score -724901 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -724989.187500 Penalty: 4484.558594
	Iteration 12Q: 3 clusters Score -724989.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -725082.562500 Penalty: 4484.558594
	Iteration 13Q: 3 clusters Score -725082.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -725184.000000 Penalty: 4484.558594
	Iteration 14Q: 3 clusters Score -725184 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -725298.937500 Penalty: 4484.558594
	Iteration 15Q: 3 clusters Score -725298.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -725408.375000 Penalty: 4484.558594
	Iteration 16Q: 3 clusters Score -725408.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -725511.687500 Penalty: 4484.558594
	Iteration 17Q: 3 clusters Score -725511.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -725595.812500 Penalty: 4484.558594
	Iteration 18Q: 3 clusters Score -725595.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -725674.687500 Penalty: 4484.558594
	Iteration 19Q: 3 clusters Score -725674.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -725758.375000 Penalty: 4484.558594
	Iteration 20F: 3 clusters Score -725758.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -725836.750000 Penalty: 4484.558594
	Iteration 21Q: 3 clusters Score -725836.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -725904.000000 Penalty: 4484.558594
	Iteration 22Q: 3 clusters Score -725904 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -725959.812500 Penalty: 4484.558594
	Iteration 23Q: 3 clusters Score -725959.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -726013.000000 Penalty: 4484.558594
	Iteration 24Q: 3 clusters Score -726013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -726049.500000 Penalty: 4484.558594
	Iteration 25Q: 3 clusters Score -726049.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -726078.625000 Penalty: 4484.558594
	Iteration 26Q: 3 clusters Score -726078.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -726109.062500 Penalty: 4484.558594
	Iteration 27Q: 3 clusters Score -726109.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -726134.375000 Penalty: 4484.558594
	Iteration 28Q: 3 clusters Score -726134.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -726154.500000 Penalty: 4484.558594
	Iteration 29Q: 3 clusters Score -726154.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -726170.125000 Penalty: 4484.558594
	Iteration 30Q: 3 clusters Score -726170.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -726185.687500 Penalty: 4484.558594
	Iteration 31Q: 3 clusters Score -726185.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -726196.437500 Penalty: 4484.558594
	Iteration 32Q: 3 clusters Score -726196.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -726208.687500 Penalty: 4484.558594
	Iteration 33Q: 3 clusters Score -726208.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -726217.500000 Penalty: 4484.558594
	Iteration 34Q: 3 clusters Score -726217.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -726229.250000 Penalty: 4484.558594
	Iteration 35Q: 3 clusters Score -726229.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -726244.500000 Penalty: 4484.558594
	Iteration 36Q: 3 clusters Score -726244.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -726261.500000 Penalty: 4484.558594
	Iteration 37Q: 3 clusters Score -726261.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -726270.937500 Penalty: 4484.558594
	Iteration 38Q: 3 clusters Score -726270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -726274.625000 Penalty: 4484.558594
	Iteration 39Q: 3 clusters Score -726274.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -726279.937500 Penalty: 4484.558594
	Iteration 40F: 3 clusters Score -726279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -726283.312500 Penalty: 4484.558594
	Iteration 41Q: 3 clusters Score -726283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -726286.062500 Penalty: 4484.558594
	Iteration 42Q: 3 clusters Score -726286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -726290.375000 Penalty: 4484.558594
	Iteration 43Q: 3 clusters Score -726290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -726292.312500 Penalty: 4484.558594
	Iteration 44Q: 3 clusters Score -726292.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -726297.187500 Penalty: 4484.558594
	Iteration 45Q: 3 clusters Score -726297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -726300.937500 Penalty: 4484.558594
	Iteration 46Q: 3 clusters Score -726300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -726303.562500 Penalty: 4484.558594
	Iteration 47Q: 3 clusters Score -726303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -726303.625000 Penalty: 4484.558594
	Iteration 48Q: 3 clusters Score -726303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -726306.875000 Penalty: 4484.558594
	Iteration 49Q: 3 clusters Score -726306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -726312.562500 Penalty: 4484.558594
	Iteration 50Q: 3 clusters Score -726312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -726315.875000 Penalty: 4484.558594
	Iteration 51Q: 3 clusters Score -726315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -726319.312500 Penalty: 4484.558594
	Iteration 52Q: 3 clusters Score -726319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -726323.125000 Penalty: 4484.558594
	Iteration 53Q: 3 clusters Score -726323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -726326.875000 Penalty: 4484.558594
	Iteration 54Q: 3 clusters Score -726326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -726329.750000 Penalty: 4484.558594
	Iteration 55Q: 3 clusters Score -726329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -726338.750000 Penalty: 4484.558594
	Iteration 56Q: 3 clusters Score -726338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -726340.250000 Penalty: 4484.558594
	Iteration 57Q: 3 clusters Score -726340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -726344.562500 Penalty: 4484.558594
	Iteration 58Q: 3 clusters Score -726344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -726348.875000 Penalty: 4484.558594
	Iteration 59Q: 3 clusters Score -726348.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -726351.250000 Penalty: 4484.558594
	Iteration 60F: 3 clusters Score -726351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -726352.125000 Penalty: 4484.558594
	Iteration 61Q: 3 clusters Score -726352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -726353.125000 Penalty: 4484.558594
	Iteration 62Q: 3 clusters Score -726353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -726353.125000 Penalty: 4484.558594
	Iteration 63F: 3 clusters Score -726353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -734344.937500 Penalty: 2252.940430
	Iteration 0F: 2 clusters Score -734344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -727459.062500 Penalty: 4505.880859
	Iteration 0F: 3 clusters Score -727459.1 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -729420.062500 Penalty: 4505.880859
	Iteration 1F: 3 clusters Score -729420.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -729804.812500 Penalty: 4505.880859
	Iteration 2F: 3 clusters Score -729804.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -730165.875000 Penalty: 4505.880859
	Iteration 3F: 3 clusters Score -730165.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -730473.812500 Penalty: 4505.880859
	Iteration 4F: 3 clusters Score -730473.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -730752.062500 Penalty: 4505.880859
	Iteration 5F: 3 clusters Score -730752.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -731017.250000 Penalty: 4505.880859
	Iteration 6Q: 3 clusters Score -731017.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -731243.437500 Penalty: 4505.880859
	Iteration 7Q: 3 clusters Score -731243.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -731452.937500 Penalty: 4505.880859
	Iteration 8Q: 3 clusters Score -731452.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -731677.562500 Penalty: 4505.880859
	Iteration 9Q: 3 clusters Score -731677.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -731908.687500 Penalty: 4505.880859
	Iteration 10Q: 3 clusters Score -731908.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -732134.250000 Penalty: 4505.880859
	Iteration 11Q: 3 clusters Score -732134.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -732320.937500 Penalty: 4505.880859
	Iteration 12Q: 3 clusters Score -732320.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -732453.437500 Penalty: 4505.880859
	Iteration 13Q: 3 clusters Score -732453.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -732531.812500 Penalty: 4505.880859
	Iteration 14Q: 3 clusters Score -732531.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -732571.875000 Penalty: 4505.880859
	Iteration 15Q: 3 clusters Score -732571.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -732596.562500 Penalty: 4505.880859
	Iteration 16Q: 3 clusters Score -732596.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -732618.187500 Penalty: 4505.880859
	Iteration 17Q: 3 clusters Score -732618.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -732632.187500 Penalty: 4505.880859
	Iteration 18Q: 3 clusters Score -732632.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -732642.500000 Penalty: 4505.880859
	Iteration 19Q: 3 clusters Score -732642.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -732650.812500 Penalty: 4505.880859
	Iteration 20F: 3 clusters Score -732650.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -732662.437500 Penalty: 4505.880859
	Iteration 21Q: 3 clusters Score -732662.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -732676.437500 Penalty: 4505.880859
	Iteration 22Q: 3 clusters Score -732676.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -732688.937500 Penalty: 4505.880859
	Iteration 23Q: 3 clusters Score -732688.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -732698.375000 Penalty: 4505.880859
	Iteration 24Q: 3 clusters Score -732698.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -732712.562500 Penalty: 4505.880859
	Iteration 25Q: 3 clusters Score -732712.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -732728.500000 Penalty: 4505.880859
	Iteration 26Q: 3 clusters Score -732728.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -732745.187500 Penalty: 4505.880859
	Iteration 27Q: 3 clusters Score -732745.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -732762.187500 Penalty: 4505.880859
	Iteration 28Q: 3 clusters Score -732762.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -732783.375000 Penalty: 4505.880859
	Iteration 29Q: 3 clusters Score -732783.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -732806.687500 Penalty: 4505.880859
	Iteration 30Q: 3 clusters Score -732806.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -732843.812500 Penalty: 4505.880859
	Iteration 31Q: 3 clusters Score -732843.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -732887.750000 Penalty: 4505.880859
	Iteration 32Q: 3 clusters Score -732887.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -732932.375000 Penalty: 4505.880859
	Iteration 33Q: 3 clusters Score -732932.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -732968.562500 Penalty: 4505.880859
	Iteration 34Q: 3 clusters Score -732968.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -733004.125000 Penalty: 4505.880859
	Iteration 35Q: 3 clusters Score -733004.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -733040.812500 Penalty: 4505.880859
	Iteration 36Q: 3 clusters Score -733040.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -733072.562500 Penalty: 4505.880859
	Iteration 37Q: 3 clusters Score -733072.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -733098.937500 Penalty: 4505.880859
	Iteration 38Q: 3 clusters Score -733098.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -733116.625000 Penalty: 4505.880859
	Iteration 39Q: 3 clusters Score -733116.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -733125.812500 Penalty: 4505.880859
	Iteration 40F: 3 clusters Score -733125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -733132.062500 Penalty: 4505.880859
	Iteration 41Q: 3 clusters Score -733132.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -733136.000000 Penalty: 4505.880859
	Iteration 42Q: 3 clusters Score -733136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -733143.000000 Penalty: 4505.880859
	Iteration 43Q: 3 clusters Score -733143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -733145.250000 Penalty: 4505.880859
	Iteration 44Q: 3 clusters Score -733145.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -733150.250000 Penalty: 4505.880859
	Iteration 45Q: 3 clusters Score -733150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -733150.000000 Penalty: 4505.880859
	Iteration 46Q: 3 clusters Score -733150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -733150.062500 Penalty: 4505.880859
	Iteration 47Q: 3 clusters Score -733150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -733152.750000 Penalty: 4505.880859
	Iteration 48Q: 3 clusters Score -733152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -733153.625000 Penalty: 4505.880859
	Iteration 49Q: 3 clusters Score -733153.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -733154.312500 Penalty: 4505.880859
	Iteration 50Q: 3 clusters Score -733154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -733155.187500 Penalty: 4505.880859
	Iteration 51Q: 3 clusters Score -733155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -733155.187500 Penalty: 4505.880859
	Iteration 52F: 3 clusters Score -733155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Entering Unmasked Estep 
Score: -8995571.000000 Penalty: 2861.234863
	Iteration 0F: 2 clusters Score -8995571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -8926899.000000 Penalty: 5722.469727
	Iteration 0F: 3 clusters Score -8926899 nChanged 48440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -8954535.000000 Penalty: 5722.469727
	Iteration 1F: 3 clusters Score -8954535 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -8955204.000000 Penalty: 5722.469727
	Iteration 2Q: 3 clusters Score -8955204 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -8955878.000000 Penalty: 5722.469727
	Iteration 3Q: 3 clusters Score -8955878 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -8956502.000000 Penalty: 5722.469727
	Iteration 4Q: 3 clusters Score -8956502 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -8957346.000000 Penalty: 5722.469727
	Iteration 5Q: 3 clusters Score -8957346 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -8958417.000000 Penalty: 5722.469727
	Iteration 6Q: 3 clusters Score -8958417 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -8959887.000000 Penalty: 5722.469727
	Iteration 7Q: 3 clusters Score -8959887 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -8962134.000000 Penalty: 5722.469727
	Iteration 8Q: 3 clusters Score -8962134 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -8965211.000000 Penalty: 5722.469727
	Iteration 9F: 3 clusters Score -8965211 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -8969314.000000 Penalty: 5722.469727
	Iteration 10F: 3 clusters Score -8969314 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -8973183.000000 Penalty: 5722.469727
	Iteration 11F: 3 clusters Score -8973183 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -8975923.000000 Penalty: 5722.469727
	Iteration 12F: 3 clusters Score -8975923 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -8977079.000000 Penalty: 5722.469727
	Iteration 13Q: 3 clusters Score -8977079 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -8977560.000000 Penalty: 5722.469727
	Iteration 14Q: 3 clusters Score -8977560 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -8978021.000000 Penalty: 5722.469727
	Iteration 15Q: 3 clusters Score -8978021 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -8978429.000000 Penalty: 5722.469727
	Iteration 16Q: 3 clusters Score -8978429 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -8978815.000000 Penalty: 5722.469727
	Iteration 17Q: 3 clusters Score -8978815 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -8979276.000000 Penalty: 5722.469727
	Iteration 18Q: 3 clusters Score -8979276 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -8979715.000000 Penalty: 5722.469727
	Iteration 19Q: 3 clusters Score -8979715 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -8980300.000000 Penalty: 5722.469727
	Iteration 20F: 3 clusters Score -8980300 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -8981078.000000 Penalty: 5722.469727
	Iteration 21Q: 3 clusters Score -8981078 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -8981812.000000 Penalty: 5722.469727
	Iteration 22Q: 3 clusters Score -8981812 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -8982692.000000 Penalty: 5722.469727
	Iteration 23Q: 3 clusters Score -8982692 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -8983531.000000 Penalty: 5722.469727
	Iteration 24Q: 3 clusters Score -8983531 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -8984556.000000 Penalty: 5722.469727
	Iteration 25Q: 3 clusters Score -8984556 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -8985657.000000 Penalty: 5722.469727
	Iteration 26Q: 3 clusters Score -8985657 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -8986747.000000 Penalty: 5722.469727
	Iteration 27Q: 3 clusters Score -8986747 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -8987933.000000 Penalty: 5722.469727
	Iteration 28Q: 3 clusters Score -8987933 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -8989028.000000 Penalty: 5722.469727
	Iteration 29Q: 3 clusters Score -8989028 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -8989832.000000 Penalty: 5722.469727
	Iteration 30Q: 3 clusters Score -8989832 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -8990702.000000 Penalty: 5722.469727
	Iteration 31Q: 3 clusters Score -8990702 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -8991405.000000 Penalty: 5722.469727
	Iteration 32Q: 3 clusters Score -8991405 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -8991879.000000 Penalty: 5722.469727
	Iteration 33Q: 3 clusters Score -8991879 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 100312 members 
Entering Unmasked Estep 
Score: -8992289.000000 Penalty: 5722.469727
	Iteration 34Q: 3 clusters Score -8992289 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
Score: -8992547.000000 Penalty: 5722.469727
	Iteration 35Q: 3 clusters Score -8992547 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -8992726.000000 Penalty: 5722.469727
	Iteration 36Q: 3 clusters Score -8992726 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -8992883.000000 Penalty: 5722.469727
	Iteration 37Q: 3 clusters Score -8992883 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -8992976.000000 Penalty: 5722.469727
	Iteration 38Q: 3 clusters Score -8992976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -8993065.000000 Penalty: 5722.469727
	Iteration 39Q: 3 clusters Score -8993065 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -8993101.000000 Penalty: 5722.469727
	Iteration 40F: 3 clusters Score -8993101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -8993129.000000 Penalty: 5722.469727
	Iteration 41Q: 3 clusters Score -8993129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -8993138.000000 Penalty: 5722.469727
	Iteration 42Q: 3 clusters Score -8993138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -8993147.000000 Penalty: 5722.469727
	Iteration 43Q: 3 clusters Score -8993147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -8993160.000000 Penalty: 5722.469727
	Iteration 44Q: 3 clusters Score -8993160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -8993169.000000 Penalty: 5722.469727
	Iteration 45Q: 3 clusters Score -8993169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 101754 members 
Entering Unmasked Estep 
Score: -8993175.000000 Penalty: 5722.469727
	Iteration 46Q: 3 clusters Score -8993175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 101768 members 
Entering Unmasked Estep 
Score: -8993183.000000 Penalty: 5722.469727
	Iteration 47Q: 3 clusters Score -8993183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -8993182.000000 Penalty: 5722.469727
	Iteration 48Q: 3 clusters Score -8993182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 101781 members 
Entering Unmasked Estep 
Score: -8993195.000000 Penalty: 5722.469727
	Iteration 49Q: 3 clusters Score -8993195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -8993196.000000 Penalty: 5722.469727
	Iteration 50Q: 3 clusters Score -8993196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 101793 members 
Entering Unmasked Estep 
Score: -8993207.000000 Penalty: 5722.469727
	Iteration 51Q: 3 clusters Score -8993207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 101798 members 
Entering Unmasked Estep 
Score: -8993219.000000 Penalty: 5722.469727
	Iteration 52Q: 3 clusters Score -8993219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -8993222.000000 Penalty: 5722.469727
	Iteration 53Q: 3 clusters Score -8993222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -8993228.000000 Penalty: 5722.469727
	Iteration 54Q: 3 clusters Score -8993228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -8993224.000000 Penalty: 5722.469727
	Iteration 55Q: 3 clusters Score -8993224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -8993224.000000 Penalty: 5722.469727
	Iteration 56F: 3 clusters Score -8993224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -94825.539062 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -94825.54 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 595 members 
Entering Unmasked Estep 
Score: -92872.617188 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -92872.62 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -93311.875000 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -93311.88 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -93656.835938 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -93656.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -93890.070312 Penalty: 3511.693115
	Iteration 3F: 3 clusters Score -93890.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -94090.718750 Penalty: 3511.693115
	Iteration 4F: 3 clusters Score -94090.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -94199.328125 Penalty: 3511.693115
	Iteration 5Q: 3 clusters Score -94199.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -94245.882812 Penalty: 3511.693115
	Iteration 6Q: 3 clusters Score -94245.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -94280.281250 Penalty: 3511.693115
	Iteration 7Q: 3 clusters Score -94280.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -94301.656250 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -94301.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -94305.718750 Penalty: 3511.693115
	Iteration 9Q: 3 clusters Score -94305.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -94309.617188 Penalty: 3511.693115
	Iteration 10Q: 3 clusters Score -94309.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -94310.539062 Penalty: 3511.693115
	Iteration 11Q: 3 clusters Score -94310.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -94310.539062 Penalty: 3511.693115
	Iteration 12F: 3 clusters Score -94310.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Entering Unmasked Estep 
Score: -2121312.250000 Penalty: 2521.988281
	Iteration 0F: 2 clusters Score -2121312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2103367.000000 Penalty: 5043.976562
	Iteration 0F: 3 clusters Score -2103367 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2109999.000000 Penalty: 5043.976562
	Iteration 1F: 3 clusters Score -2109999 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2110771.500000 Penalty: 5043.976562
	Iteration 2F: 3 clusters Score -2110772 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2111661.500000 Penalty: 5043.976562
	Iteration 3F: 3 clusters Score -2111662 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2112713.250000 Penalty: 5043.976562
	Iteration 4F: 3 clusters Score -2112713 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2113902.250000 Penalty: 5043.976562
	Iteration 5F: 3 clusters Score -2113902 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2115253.000000 Penalty: 5043.976562
	Iteration 6F: 3 clusters Score -2115253 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2116587.000000 Penalty: 5043.976562
	Iteration 7F: 3 clusters Score -2116587 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2117731.500000 Penalty: 5043.976562
	Iteration 8Q: 3 clusters Score -2117732 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2118610.250000 Penalty: 5043.976562
	Iteration 9Q: 3 clusters Score -2118610 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2119220.250000 Penalty: 5043.976562
	Iteration 10Q: 3 clusters Score -2119220 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2119632.500000 Penalty: 5043.976562
	Iteration 11Q: 3 clusters Score -2119632 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2120010.500000 Penalty: 5043.976562
	Iteration 12Q: 3 clusters Score -2120010 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2120255.250000 Penalty: 5043.976562
	Iteration 13Q: 3 clusters Score -2120255 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2120403.750000 Penalty: 5043.976562
	Iteration 14Q: 3 clusters Score -2120404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2120493.000000 Penalty: 5043.976562
	Iteration 15Q: 3 clusters Score -2120493 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2120560.000000 Penalty: 5043.976562
	Iteration 16Q: 3 clusters Score -2120560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2120603.750000 Penalty: 5043.976562
	Iteration 17Q: 3 clusters Score -2120604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2120631.500000 Penalty: 5043.976562
	Iteration 18Q: 3 clusters Score -2120632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2120648.750000 Penalty: 5043.976562
	Iteration 19Q: 3 clusters Score -2120649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2120664.250000 Penalty: 5043.976562
	Iteration 20F: 3 clusters Score -2120664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2120673.250000 Penalty: 5043.976562
	Iteration 21Q: 3 clusters Score -2120673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -2120675.750000 Penalty: 5043.976562
	Iteration 22Q: 3 clusters Score -2120676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2120679.500000 Penalty: 5043.976562
	Iteration 23Q: 3 clusters Score -2120680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2120684.500000 Penalty: 5043.976562
	Iteration 24Q: 3 clusters Score -2120684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -2120684.750000 Penalty: 5043.976562
	Iteration 25Q: 3 clusters Score -2120685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -2120688.750000 Penalty: 5043.976562
	Iteration 26Q: 3 clusters Score -2120689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2120695.250000 Penalty: 5043.976562
	Iteration 27Q: 3 clusters Score -2120695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2120690.500000 Penalty: 5043.976562
	Iteration 28Q: 3 clusters Score -2120690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -2120691.250000 Penalty: 5043.976562
	Iteration 29Q: 3 clusters Score -2120691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2120692.500000 Penalty: 5043.976562
	Iteration 30Q: 3 clusters Score -2120692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2120694.000000 Penalty: 5043.976562
	Iteration 31Q: 3 clusters Score -2120694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2120697.250000 Penalty: 5043.976562
	Iteration 32Q: 3 clusters Score -2120697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2120697.250000 Penalty: 5043.976562
	Iteration 33F: 3 clusters Score -2120697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Entering Unmasked Estep 
Score: -616968.625000 Penalty: 2208.550049
	Iteration 0F: 2 clusters Score -616968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -610993.000000 Penalty: 4417.100098
	Iteration 0F: 3 clusters Score -610993 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -612596.250000 Penalty: 4417.100098
	Iteration 1F: 3 clusters Score -612596.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -612917.250000 Penalty: 4417.100098
	Iteration 2F: 3 clusters Score -612917.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -613149.000000 Penalty: 4417.100098
	Iteration 3F: 3 clusters Score -613149 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -613306.375000 Penalty: 4417.100098
	Iteration 4Q: 3 clusters Score -613306.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -613419.312500 Penalty: 4417.100098
	Iteration 5Q: 3 clusters Score -613419.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -613525.812500 Penalty: 4417.100098
	Iteration 6Q: 3 clusters Score -613525.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -613615.062500 Penalty: 4417.100098
	Iteration 7Q: 3 clusters Score -613615.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -613708.375000 Penalty: 4417.100098
	Iteration 8Q: 3 clusters Score -613708.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -613793.187500 Penalty: 4417.100098
	Iteration 9Q: 3 clusters Score -613793.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -613879.312500 Penalty: 4417.100098
	Iteration 10Q: 3 clusters Score -613879.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -613969.312500 Penalty: 4417.100098
	Iteration 11Q: 3 clusters Score -613969.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -614056.375000 Penalty: 4417.100098
	Iteration 12Q: 3 clusters Score -614056.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -614151.375000 Penalty: 4417.100098
	Iteration 13Q: 3 clusters Score -614151.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -614247.625000 Penalty: 4417.100098
	Iteration 14Q: 3 clusters Score -614247.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -614347.500000 Penalty: 4417.100098
	Iteration 15Q: 3 clusters Score -614347.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -614429.062500 Penalty: 4417.100098
	Iteration 16Q: 3 clusters Score -614429.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -614505.000000 Penalty: 4417.100098
	Iteration 17Q: 3 clusters Score -614505 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -614571.875000 Penalty: 4417.100098
	Iteration 18Q: 3 clusters Score -614571.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -614635.375000 Penalty: 4417.100098
	Iteration 19Q: 3 clusters Score -614635.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -614706.062500 Penalty: 4417.100098
	Iteration 20F: 3 clusters Score -614706.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -614769.187500 Penalty: 4417.100098
	Iteration 21Q: 3 clusters Score -614769.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -614827.437500 Penalty: 4417.100098
	Iteration 22Q: 3 clusters Score -614827.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -614876.750000 Penalty: 4417.100098
	Iteration 23Q: 3 clusters Score -614876.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -614919.875000 Penalty: 4417.100098
	Iteration 24Q: 3 clusters Score -614919.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -614955.562500 Penalty: 4417.100098
	Iteration 25Q: 3 clusters Score -614955.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -614988.937500 Penalty: 4417.100098
	Iteration 26Q: 3 clusters Score -614988.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -615019.875000 Penalty: 4417.100098
	Iteration 27Q: 3 clusters Score -615019.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -615053.812500 Penalty: 4417.100098
	Iteration 28Q: 3 clusters Score -615053.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -615081.312500 Penalty: 4417.100098
	Iteration 29Q: 3 clusters Score -615081.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -615112.937500 Penalty: 4417.100098
	Iteration 30Q: 3 clusters Score -615112.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -615148.312500 Penalty: 4417.100098
	Iteration 31Q: 3 clusters Score -615148.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -615177.812500 Penalty: 4417.100098
	Iteration 32Q: 3 clusters Score -615177.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -615193.062500 Penalty: 4417.100098
	Iteration 33Q: 3 clusters Score -615193.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -615209.375000 Penalty: 4417.100098
	Iteration 34Q: 3 clusters Score -615209.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -615221.875000 Penalty: 4417.100098
	Iteration 35Q: 3 clusters Score -615221.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -615231.625000 Penalty: 4417.100098
	Iteration 36Q: 3 clusters Score -615231.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -615243.750000 Penalty: 4417.100098
	Iteration 37Q: 3 clusters Score -615243.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -615255.375000 Penalty: 4417.100098
	Iteration 38Q: 3 clusters Score -615255.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -615265.125000 Penalty: 4417.100098
	Iteration 39Q: 3 clusters Score -615265.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -615271.062500 Penalty: 4417.100098
	Iteration 40F: 3 clusters Score -615271.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -615278.250000 Penalty: 4417.100098
	Iteration 41Q: 3 clusters Score -615278.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -615286.937500 Penalty: 4417.100098
	Iteration 42Q: 3 clusters Score -615286.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -615295.375000 Penalty: 4417.100098
	Iteration 43Q: 3 clusters Score -615295.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -615304.312500 Penalty: 4417.100098
	Iteration 44Q: 3 clusters Score -615304.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -615308.687500 Penalty: 4417.100098
	Iteration 45Q: 3 clusters Score -615308.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -615315.000000 Penalty: 4417.100098
	Iteration 46Q: 3 clusters Score -615315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -615324.812500 Penalty: 4417.100098
	Iteration 47Q: 3 clusters Score -615324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -615331.312500 Penalty: 4417.100098
	Iteration 48Q: 3 clusters Score -615331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -615335.625000 Penalty: 4417.100098
	Iteration 49Q: 3 clusters Score -615335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -615342.437500 Penalty: 4417.100098
	Iteration 50Q: 3 clusters Score -615342.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -615347.437500 Penalty: 4417.100098
	Iteration 51Q: 3 clusters Score -615347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -615349.500000 Penalty: 4417.100098
	Iteration 52Q: 3 clusters Score -615349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -615354.437500 Penalty: 4417.100098
	Iteration 53Q: 3 clusters Score -615354.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -615357.625000 Penalty: 4417.100098
	Iteration 54Q: 3 clusters Score -615357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -615359.812500 Penalty: 4417.100098
	Iteration 55Q: 3 clusters Score -615359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -615364.250000 Penalty: 4417.100098
	Iteration 56Q: 3 clusters Score -615364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -615369.687500 Penalty: 4417.100098
	Iteration 57Q: 3 clusters Score -615369.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -615373.687500 Penalty: 4417.100098
	Iteration 58Q: 3 clusters Score -615373.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -615379.125000 Penalty: 4417.100098
	Iteration 59Q: 3 clusters Score -615379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -615382.687500 Penalty: 4417.100098
	Iteration 60F: 3 clusters Score -615382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -615383.062500 Penalty: 4417.100098
	Iteration 61Q: 3 clusters Score -615383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -615386.375000 Penalty: 4417.100098
	Iteration 62Q: 3 clusters Score -615386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -615386.125000 Penalty: 4417.100098
	Iteration 63Q: 3 clusters Score -615386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -615387.312500 Penalty: 4417.100098
	Iteration 64Q: 3 clusters Score -615387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -615387.687500 Penalty: 4417.100098
	Iteration 65Q: 3 clusters Score -615387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -615389.562500 Penalty: 4417.100098
	Iteration 66Q: 3 clusters Score -615389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -615389.562500 Penalty: 4417.100098
	Iteration 67Q: 3 clusters Score -615389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -615389.562500 Penalty: 4417.100098
	Iteration 68F: 3 clusters Score -615389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Entering Unmasked Estep 
Score: -566412.812500 Penalty: 2217.470947
	Iteration 0F: 2 clusters Score -566412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -560301.812500 Penalty: 4434.941895
	Iteration 0F: 3 clusters Score -560301.8 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -561916.625000 Penalty: 4434.941895
	Iteration 1F: 3 clusters Score -561916.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -562272.062500 Penalty: 4434.941895
	Iteration 2F: 3 clusters Score -562272.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -562571.187500 Penalty: 4434.941895
	Iteration 3F: 3 clusters Score -562571.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -562828.812500 Penalty: 4434.941895
	Iteration 4F: 3 clusters Score -562828.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -563114.437500 Penalty: 4434.941895
	Iteration 5Q: 3 clusters Score -563114.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -563408.687500 Penalty: 4434.941895
	Iteration 6F: 3 clusters Score -563408.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -563735.562500 Penalty: 4434.941895
	Iteration 7F: 3 clusters Score -563735.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -564030.812500 Penalty: 4434.941895
	Iteration 8F: 3 clusters Score -564030.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -564289.000000 Penalty: 4434.941895
	Iteration 9Q: 3 clusters Score -564289 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -564507.312500 Penalty: 4434.941895
	Iteration 10Q: 3 clusters Score -564507.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -564759.250000 Penalty: 4434.941895
	Iteration 11Q: 3 clusters Score -564759.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -564950.687500 Penalty: 4434.941895
	Iteration 12Q: 3 clusters Score -564950.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -565088.312500 Penalty: 4434.941895
	Iteration 13Q: 3 clusters Score -565088.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -565200.000000 Penalty: 4434.941895
	Iteration 14Q: 3 clusters Score -565200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -565276.875000 Penalty: 4434.941895
	Iteration 15Q: 3 clusters Score -565276.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -565336.562500 Penalty: 4434.941895
	Iteration 16Q: 3 clusters Score -565336.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -565369.625000 Penalty: 4434.941895
	Iteration 17Q: 3 clusters Score -565369.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -565392.062500 Penalty: 4434.941895
	Iteration 18Q: 3 clusters Score -565392.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -565404.562500 Penalty: 4434.941895
	Iteration 19Q: 3 clusters Score -565404.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -565413.875000 Penalty: 4434.941895
	Iteration 20F: 3 clusters Score -565413.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -565417.500000 Penalty: 4434.941895
	Iteration 21Q: 3 clusters Score -565417.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -565423.125000 Penalty: 4434.941895
	Iteration 22Q: 3 clusters Score -565423.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -565425.750000 Penalty: 4434.941895
	Iteration 23Q: 3 clusters Score -565425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -565431.437500 Penalty: 4434.941895
	Iteration 24Q: 3 clusters Score -565431.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -565437.437500 Penalty: 4434.941895
	Iteration 25Q: 3 clusters Score -565437.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -565448.250000 Penalty: 4434.941895
	Iteration 26Q: 3 clusters Score -565448.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -565460.250000 Penalty: 4434.941895
	Iteration 27Q: 3 clusters Score -565460.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -565471.187500 Penalty: 4434.941895
	Iteration 28Q: 3 clusters Score -565471.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -565483.625000 Penalty: 4434.941895
	Iteration 29Q: 3 clusters Score -565483.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -565493.312500 Penalty: 4434.941895
	Iteration 30Q: 3 clusters Score -565493.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -565500.062500 Penalty: 4434.941895
	Iteration 31Q: 3 clusters Score -565500.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -565506.562500 Penalty: 4434.941895
	Iteration 32Q: 3 clusters Score -565506.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -565513.562500 Penalty: 4434.941895
	Iteration 33Q: 3 clusters Score -565513.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -565518.000000 Penalty: 4434.941895
	Iteration 34Q: 3 clusters Score -565518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -565522.062500 Penalty: 4434.941895
	Iteration 35Q: 3 clusters Score -565522.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -565525.375000 Penalty: 4434.941895
	Iteration 36Q: 3 clusters Score -565525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -565538.062500 Penalty: 4434.941895
	Iteration 37Q: 3 clusters Score -565538.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -565548.875000 Penalty: 4434.941895
	Iteration 38Q: 3 clusters Score -565548.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -565560.937500 Penalty: 4434.941895
	Iteration 39Q: 3 clusters Score -565560.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -565573.937500 Penalty: 4434.941895
	Iteration 40F: 3 clusters Score -565573.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -565590.062500 Penalty: 4434.941895
	Iteration 41Q: 3 clusters Score -565590.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -565597.875000 Penalty: 4434.941895
	Iteration 42Q: 3 clusters Score -565597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -565603.000000 Penalty: 4434.941895
	Iteration 43Q: 3 clusters Score -565603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -565609.312500 Penalty: 4434.941895
	Iteration 44Q: 3 clusters Score -565609.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -565613.687500 Penalty: 4434.941895
	Iteration 45Q: 3 clusters Score -565613.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -565618.500000 Penalty: 4434.941895
	Iteration 46Q: 3 clusters Score -565618.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -565623.375000 Penalty: 4434.941895
	Iteration 47Q: 3 clusters Score -565623.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -565626.500000 Penalty: 4434.941895
	Iteration 48Q: 3 clusters Score -565626.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -565628.812500 Penalty: 4434.941895
	Iteration 49Q: 3 clusters Score -565628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -565631.000000 Penalty: 4434.941895
	Iteration 50Q: 3 clusters Score -565631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -565632.125000 Penalty: 4434.941895
	Iteration 51Q: 3 clusters Score -565632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -565635.062500 Penalty: 4434.941895
	Iteration 52Q: 3 clusters Score -565635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -565637.937500 Penalty: 4434.941895
	Iteration 53Q: 3 clusters Score -565637.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -565638.875000 Penalty: 4434.941895
	Iteration 54Q: 3 clusters Score -565638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -565639.375000 Penalty: 4434.941895
	Iteration 55Q: 3 clusters Score -565639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -565640.812500 Penalty: 4434.941895
	Iteration 56Q: 3 clusters Score -565640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -565641.062500 Penalty: 4434.941895
	Iteration 57Q: 3 clusters Score -565641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -565640.750000 Penalty: 4434.941895
	Iteration 58Q: 3 clusters Score -565640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -565640.562500 Penalty: 4434.941895
	Iteration 59Q: 3 clusters Score -565640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -565641.437500 Penalty: 4434.941895
	Iteration 60F: 3 clusters Score -565641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -565642.375000 Penalty: 4434.941895
	Iteration 61Q: 3 clusters Score -565642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -565642.312500 Penalty: 4434.941895
	Iteration 62Q: 3 clusters Score -565642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -565642.312500 Penalty: 4434.941895
	Iteration 63F: 3 clusters Score -565642.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Entering Unmasked Estep 
Score: -2639546.250000 Penalty: 2556.073975
	Iteration 0F: 2 clusters Score -2639546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2619050.500000 Penalty: 5112.147949
	Iteration 0F: 3 clusters Score -2619050 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2626483.500000 Penalty: 5112.147949
	Iteration 1F: 3 clusters Score -2626484 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2627019.500000 Penalty: 5112.147949
	Iteration 2Q: 3 clusters Score -2627020 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2627561.500000 Penalty: 5112.147949
	Iteration 3Q: 3 clusters Score -2627562 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2628146.750000 Penalty: 5112.147949
	Iteration 4Q: 3 clusters Score -2628147 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2628776.750000 Penalty: 5112.147949
	Iteration 5Q: 3 clusters Score -2628777 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2629718.500000 Penalty: 5112.147949
	Iteration 6Q: 3 clusters Score -2629718 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2630892.500000 Penalty: 5112.147949
	Iteration 7F: 3 clusters Score -2630892 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2632180.500000 Penalty: 5112.147949
	Iteration 8F: 3 clusters Score -2632180 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -2633430.250000 Penalty: 5112.147949
	Iteration 9F: 3 clusters Score -2633430 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2634682.500000 Penalty: 5112.147949
	Iteration 10F: 3 clusters Score -2634682 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -2635647.250000 Penalty: 5112.147949
	Iteration 11Q: 3 clusters Score -2635647 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -2636337.250000 Penalty: 5112.147949
	Iteration 12Q: 3 clusters Score -2636337 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -2636736.000000 Penalty: 5112.147949
	Iteration 13Q: 3 clusters Score -2636736 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -2636971.250000 Penalty: 5112.147949
	Iteration 14Q: 3 clusters Score -2636971 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -2637119.500000 Penalty: 5112.147949
	Iteration 15Q: 3 clusters Score -2637120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -2637216.000000 Penalty: 5112.147949
	Iteration 16Q: 3 clusters Score -2637216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -2637294.000000 Penalty: 5112.147949
	Iteration 17Q: 3 clusters Score -2637294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2637353.750000 Penalty: 5112.147949
	Iteration 18Q: 3 clusters Score -2637354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -2637386.750000 Penalty: 5112.147949
	Iteration 19Q: 3 clusters Score -2637387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -2637405.000000 Penalty: 5112.147949
	Iteration 20F: 3 clusters Score -2637405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -2637430.500000 Penalty: 5112.147949
	Iteration 21Q: 3 clusters Score -2637430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -2637439.500000 Penalty: 5112.147949
	Iteration 22Q: 3 clusters Score -2637440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -2637459.500000 Penalty: 5112.147949
	Iteration 23Q: 3 clusters Score -2637460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -2637458.250000 Penalty: 5112.147949
	Iteration 24Q: 3 clusters Score -2637458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -2637469.250000 Penalty: 5112.147949
	Iteration 25Q: 3 clusters Score -2637469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -2637470.250000 Penalty: 5112.147949
	Iteration 26Q: 3 clusters Score -2637470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -2637476.750000 Penalty: 5112.147949
	Iteration 27Q: 3 clusters Score -2637477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -2637478.500000 Penalty: 5112.147949
	Iteration 28Q: 3 clusters Score -2637478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -2637482.750000 Penalty: 5112.147949
	Iteration 29Q: 3 clusters Score -2637483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -2637487.750000 Penalty: 5112.147949
	Iteration 30Q: 3 clusters Score -2637488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -2637494.000000 Penalty: 5112.147949
	Iteration 31Q: 3 clusters Score -2637494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -2637497.250000 Penalty: 5112.147949
	Iteration 32Q: 3 clusters Score -2637497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -2637502.000000 Penalty: 5112.147949
	Iteration 33Q: 3 clusters Score -2637502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -2637503.000000 Penalty: 5112.147949
	Iteration 34Q: 3 clusters Score -2637503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -2637506.000000 Penalty: 5112.147949
	Iteration 35Q: 3 clusters Score -2637506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -2637502.750000 Penalty: 5112.147949
	Iteration 36Q: 3 clusters Score -2637503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -2637502.750000 Penalty: 5112.147949
	Iteration 37F: 3 clusters Score -2637503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -101100.859375 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -101100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -99026.820312 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -99026.82 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -99337.328125 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -99337.33 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99421.585938 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -99421.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -99449.085938 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -99449.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -99462.257812 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -99462.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -99472.390625 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -99472.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -99478.468750 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -99478.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -99482.242188 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -99482.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99488.648438 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -99488.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99493.226562 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -99493.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99496.320312 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -99496.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99498.960938 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -99498.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99500.882812 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -99500.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99501.617188 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -99501.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99505.281250 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -99505.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99508.281250 Penalty: 3520.794434
	Iteration 15Q: 3 clusters Score -99508.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -99512.960938 Penalty: 3520.794434
	Iteration 16Q: 3 clusters Score -99512.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99516.125000 Penalty: 3520.794434
	Iteration 17Q: 3 clusters Score -99516.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -99518.851562 Penalty: 3520.794434
	Iteration 18Q: 3 clusters Score -99518.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99519.085938 Penalty: 3520.794434
	Iteration 19Q: 3 clusters Score -99519.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -99519.085938 Penalty: 3520.794434
	Iteration 20F: 3 clusters Score -99519.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Entering Unmasked Estep 
Score: -501876.437500 Penalty: 2156.402832
	Iteration 0F: 2 clusters Score -501876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -496685.187500 Penalty: 4312.805664
	Iteration 0F: 3 clusters Score -496685.2 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -498033.156250 Penalty: 4312.805664
	Iteration 1F: 3 clusters Score -498033.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -498383.968750 Penalty: 4312.805664
	Iteration 2F: 3 clusters Score -498384 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -498659.000000 Penalty: 4312.805664
	Iteration 3F: 3 clusters Score -498659 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -498903.687500 Penalty: 4312.805664
	Iteration 4F: 3 clusters Score -498903.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -499118.187500 Penalty: 4312.805664
	Iteration 5Q: 3 clusters Score -499118.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -499321.093750 Penalty: 4312.805664
	Iteration 6Q: 3 clusters Score -499321.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -499451.187500 Penalty: 4312.805664
	Iteration 7Q: 3 clusters Score -499451.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -499568.750000 Penalty: 4312.805664
	Iteration 8Q: 3 clusters Score -499568.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -499669.937500 Penalty: 4312.805664
	Iteration 9Q: 3 clusters Score -499669.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -499744.312500 Penalty: 4312.805664
	Iteration 10Q: 3 clusters Score -499744.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -499816.281250 Penalty: 4312.805664
	Iteration 11Q: 3 clusters Score -499816.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -499884.281250 Penalty: 4312.805664
	Iteration 12Q: 3 clusters Score -499884.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -499954.656250 Penalty: 4312.805664
	Iteration 13Q: 3 clusters Score -499954.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -500005.625000 Penalty: 4312.805664
	Iteration 14Q: 3 clusters Score -500005.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -500038.750000 Penalty: 4312.805664
	Iteration 15Q: 3 clusters Score -500038.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -500068.093750 Penalty: 4312.805664
	Iteration 16Q: 3 clusters Score -500068.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -500090.062500 Penalty: 4312.805664
	Iteration 17Q: 3 clusters Score -500090.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -500105.843750 Penalty: 4312.805664
	Iteration 18Q: 3 clusters Score -500105.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -500121.843750 Penalty: 4312.805664
	Iteration 19Q: 3 clusters Score -500121.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -500135.031250 Penalty: 4312.805664
	Iteration 20F: 3 clusters Score -500135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -500151.781250 Penalty: 4312.805664
	Iteration 21Q: 3 clusters Score -500151.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -500169.062500 Penalty: 4312.805664
	Iteration 22Q: 3 clusters Score -500169.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -500189.968750 Penalty: 4312.805664
	Iteration 23Q: 3 clusters Score -500190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -500204.875000 Penalty: 4312.805664
	Iteration 24Q: 3 clusters Score -500204.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -500221.093750 Penalty: 4312.805664
	Iteration 25Q: 3 clusters Score -500221.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -500233.906250 Penalty: 4312.805664
	Iteration 26Q: 3 clusters Score -500233.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -500247.562500 Penalty: 4312.805664
	Iteration 27Q: 3 clusters Score -500247.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -500266.218750 Penalty: 4312.805664
	Iteration 28Q: 3 clusters Score -500266.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -500284.687500 Penalty: 4312.805664
	Iteration 29Q: 3 clusters Score -500284.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -500299.937500 Penalty: 4312.805664
	Iteration 30Q: 3 clusters Score -500299.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -500305.781250 Penalty: 4312.805664
	Iteration 31Q: 3 clusters Score -500305.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -500314.000000 Penalty: 4312.805664
	Iteration 32Q: 3 clusters Score -500314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -500317.375000 Penalty: 4312.805664
	Iteration 33Q: 3 clusters Score -500317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -500319.406250 Penalty: 4312.805664
	Iteration 34Q: 3 clusters Score -500319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -500321.218750 Penalty: 4312.805664
	Iteration 35Q: 3 clusters Score -500321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -500322.500000 Penalty: 4312.805664
	Iteration 36Q: 3 clusters Score -500322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -500325.687500 Penalty: 4312.805664
	Iteration 37Q: 3 clusters Score -500325.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -500329.906250 Penalty: 4312.805664
	Iteration 38Q: 3 clusters Score -500329.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -500336.750000 Penalty: 4312.805664
	Iteration 39Q: 3 clusters Score -500336.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -500342.562500 Penalty: 4312.805664
	Iteration 40F: 3 clusters Score -500342.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -500349.312500 Penalty: 4312.805664
	Iteration 41Q: 3 clusters Score -500349.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -500358.562500 Penalty: 4312.805664
	Iteration 42Q: 3 clusters Score -500358.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -500370.125000 Penalty: 4312.805664
	Iteration 43Q: 3 clusters Score -500370.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -500381.562500 Penalty: 4312.805664
	Iteration 44Q: 3 clusters Score -500381.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -500389.781250 Penalty: 4312.805664
	Iteration 45Q: 3 clusters Score -500389.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -500398.875000 Penalty: 4312.805664
	Iteration 46Q: 3 clusters Score -500398.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -500407.937500 Penalty: 4312.805664
	Iteration 47Q: 3 clusters Score -500407.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -500426.156250 Penalty: 4312.805664
	Iteration 48Q: 3 clusters Score -500426.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -500451.906250 Penalty: 4312.805664
	Iteration 49Q: 3 clusters Score -500451.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -500481.031250 Penalty: 4312.805664
	Iteration 50Q: 3 clusters Score -500481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -500513.187500 Penalty: 4312.805664
	Iteration 51Q: 3 clusters Score -500513.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -500560.093750 Penalty: 4312.805664
	Iteration 52Q: 3 clusters Score -500560.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -500628.312500 Penalty: 4312.805664
	Iteration 53Q: 3 clusters Score -500628.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -500717.000000 Penalty: 4312.805664
	Iteration 54Q: 3 clusters Score -500717 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -500814.218750 Penalty: 4312.805664
	Iteration 55Q: 3 clusters Score -500814.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -500892.500000 Penalty: 4312.805664
	Iteration 56Q: 3 clusters Score -500892.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -500983.562500 Penalty: 4312.805664
	Iteration 57Q: 3 clusters Score -500983.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -501089.843750 Penalty: 4312.805664
	Iteration 58Q: 3 clusters Score -501089.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -501191.937500 Penalty: 4312.805664
	Iteration 59Q: 3 clusters Score -501191.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -501290.875000 Penalty: 4312.805664
	Iteration 60F: 3 clusters Score -501290.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -501392.062500 Penalty: 4312.805664
	Iteration 61Q: 3 clusters Score -501392.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -501458.812500 Penalty: 4312.805664
	Iteration 62Q: 3 clusters Score -501458.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -501490.062500 Penalty: 4312.805664
	Iteration 63Q: 3 clusters Score -501490.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -501509.218750 Penalty: 4312.805664
	Iteration 64Q: 3 clusters Score -501509.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -501518.093750 Penalty: 4312.805664
	Iteration 65Q: 3 clusters Score -501518.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -501525.593750 Penalty: 4312.805664
	Iteration 66Q: 3 clusters Score -501525.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -501533.843750 Penalty: 4312.805664
	Iteration 67Q: 3 clusters Score -501533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -501537.250000 Penalty: 4312.805664
	Iteration 68Q: 3 clusters Score -501537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -501537.437500 Penalty: 4312.805664
	Iteration 69Q: 3 clusters Score -501537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -501539.125000 Penalty: 4312.805664
	Iteration 70Q: 3 clusters Score -501539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -501540.437500 Penalty: 4312.805664
	Iteration 71Q: 3 clusters Score -501540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -501540.031250 Penalty: 4312.805664
	Iteration 72Q: 3 clusters Score -501540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -501541.375000 Penalty: 4312.805664
	Iteration 73Q: 3 clusters Score -501541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -501541.000000 Penalty: 4312.805664
	Iteration 74Q: 3 clusters Score -501541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -501540.593750 Penalty: 4312.805664
	Iteration 75Q: 3 clusters Score -501540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -501540.593750 Penalty: 4312.805664
	Iteration 76F: 3 clusters Score -501540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (63189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Entering Unmasked Estep 
Score: -5608404.000000 Penalty: 2741.363525
	Iteration 0F: 2 clusters Score -5608404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -5565927.000000 Penalty: 5482.727051
	Iteration 0F: 3 clusters Score -5565927 nChanged 29441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -5582623.500000 Penalty: 5482.727051
	Iteration 1F: 3 clusters Score -5582624 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -5583428.500000 Penalty: 5482.727051
	Iteration 2Q: 3 clusters Score -5583428 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5584465.500000 Penalty: 5482.727051
	Iteration 3Q: 3 clusters Score -5584466 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -5585934.500000 Penalty: 5482.727051
	Iteration 4Q: 3 clusters Score -5585934 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -5587838.000000 Penalty: 5482.727051
	Iteration 5F: 3 clusters Score -5587838 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5590067.000000 Penalty: 5482.727051
	Iteration 6F: 3 clusters Score -5590067 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -5592178.000000 Penalty: 5482.727051
	Iteration 7F: 3 clusters Score -5592178 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5594054.500000 Penalty: 5482.727051
	Iteration 8F: 3 clusters Score -5594054 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5595444.000000 Penalty: 5482.727051
	Iteration 9Q: 3 clusters Score -5595444 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -5596605.000000 Penalty: 5482.727051
	Iteration 10Q: 3 clusters Score -5596605 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5597516.500000 Penalty: 5482.727051
	Iteration 11Q: 3 clusters Score -5597516 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5598237.000000 Penalty: 5482.727051
	Iteration 12Q: 3 clusters Score -5598237 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5598858.000000 Penalty: 5482.727051
	Iteration 13Q: 3 clusters Score -5598858 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5599434.000000 Penalty: 5482.727051
	Iteration 14Q: 3 clusters Score -5599434 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5599938.000000 Penalty: 5482.727051
	Iteration 15Q: 3 clusters Score -5599938 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -5600372.500000 Penalty: 5482.727051
	Iteration 16Q: 3 clusters Score -5600372 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -5600757.500000 Penalty: 5482.727051
	Iteration 17Q: 3 clusters Score -5600758 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -5601091.500000 Penalty: 5482.727051
	Iteration 18Q: 3 clusters Score -5601092 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -5601497.000000 Penalty: 5482.727051
	Iteration 19Q: 3 clusters Score -5601497 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -5601879.000000 Penalty: 5482.727051
	Iteration 20F: 3 clusters Score -5601879 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -5602294.500000 Penalty: 5482.727051
	Iteration 21Q: 3 clusters Score -5602294 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -5602728.500000 Penalty: 5482.727051
	Iteration 22Q: 3 clusters Score -5602728 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -5603144.000000 Penalty: 5482.727051
	Iteration 23Q: 3 clusters Score -5603144 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -5603556.500000 Penalty: 5482.727051
	Iteration 24Q: 3 clusters Score -5603556 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -5603948.500000 Penalty: 5482.727051
	Iteration 25Q: 3 clusters Score -5603948 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -5604340.500000 Penalty: 5482.727051
	Iteration 26Q: 3 clusters Score -5604340 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 57803 members 
Entering Unmasked Estep 
Score: -5604669.000000 Penalty: 5482.727051
	Iteration 27Q: 3 clusters Score -5604669 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -5604950.500000 Penalty: 5482.727051
	Iteration 28Q: 3 clusters Score -5604950 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -5605189.500000 Penalty: 5482.727051
	Iteration 29Q: 3 clusters Score -5605190 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -5605354.500000 Penalty: 5482.727051
	Iteration 30Q: 3 clusters Score -5605354 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -5605505.000000 Penalty: 5482.727051
	Iteration 31Q: 3 clusters Score -5605505 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -5605614.000000 Penalty: 5482.727051
	Iteration 32Q: 3 clusters Score -5605614 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -5605706.500000 Penalty: 5482.727051
	Iteration 33Q: 3 clusters Score -5605706 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -5605778.500000 Penalty: 5482.727051
	Iteration 34Q: 3 clusters Score -5605778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -5605851.000000 Penalty: 5482.727051
	Iteration 35Q: 3 clusters Score -5605851 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -5605878.500000 Penalty: 5482.727051
	Iteration 36Q: 3 clusters Score -5605878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -5605910.500000 Penalty: 5482.727051
	Iteration 37Q: 3 clusters Score -5605910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -5605961.000000 Penalty: 5482.727051
	Iteration 38Q: 3 clusters Score -5605961 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -5606005.000000 Penalty: 5482.727051
	Iteration 39Q: 3 clusters Score -5606005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -5606034.500000 Penalty: 5482.727051
	Iteration 40F: 3 clusters Score -5606034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 61401 members 
Entering Unmasked Estep 
Score: -5606034.500000 Penalty: 5482.727051
	Iteration 41Q: 3 clusters Score -5606034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -5606057.500000 Penalty: 5482.727051
	Iteration 42Q: 3 clusters Score -5606058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -5606073.500000 Penalty: 5482.727051
	Iteration 43Q: 3 clusters Score -5606074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -5606105.500000 Penalty: 5482.727051
	Iteration 44Q: 3 clusters Score -5606106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -5606110.000000 Penalty: 5482.727051
	Iteration 45Q: 3 clusters Score -5606110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -5606115.000000 Penalty: 5482.727051
	Iteration 46Q: 3 clusters Score -5606115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -5606122.000000 Penalty: 5482.727051
	Iteration 47Q: 3 clusters Score -5606122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -5606129.500000 Penalty: 5482.727051
	Iteration 48Q: 3 clusters Score -5606130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -5606137.000000 Penalty: 5482.727051
	Iteration 49Q: 3 clusters Score -5606137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -5606142.000000 Penalty: 5482.727051
	Iteration 50Q: 3 clusters Score -5606142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -5606140.000000 Penalty: 5482.727051
	Iteration 51Q: 3 clusters Score -5606140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -5606139.500000 Penalty: 5482.727051
	Iteration 52Q: 3 clusters Score -5606140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -5606148.500000 Penalty: 5482.727051
	Iteration 53Q: 3 clusters Score -5606148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -5606156.500000 Penalty: 5482.727051
	Iteration 54Q: 3 clusters Score -5606156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -5606155.000000 Penalty: 5482.727051
	Iteration 55Q: 3 clusters Score -5606155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -5606155.500000 Penalty: 5482.727051
	Iteration 56Q: 3 clusters Score -5606156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -5606163.500000 Penalty: 5482.727051
	Iteration 57Q: 3 clusters Score -5606164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -5606158.500000 Penalty: 5482.727051
	Iteration 58Q: 3 clusters Score -5606158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -5606159.500000 Penalty: 5482.727051
	Iteration 59Q: 3 clusters Score -5606160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -5606157.000000 Penalty: 5482.727051
	Iteration 60F: 3 clusters Score -5606157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Entering Unmasked Estep 
Score: -2308548.500000 Penalty: 2527.905518
	Iteration 0F: 2 clusters Score -2308548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2290202.750000 Penalty: 5055.811035
	Iteration 0F: 3 clusters Score -2290203 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2296696.750000 Penalty: 5055.811035
	Iteration 1F: 3 clusters Score -2296697 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2297154.000000 Penalty: 5055.811035
	Iteration 2Q: 3 clusters Score -2297154 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2297570.250000 Penalty: 5055.811035
	Iteration 3Q: 3 clusters Score -2297570 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2298112.000000 Penalty: 5055.811035
	Iteration 4Q: 3 clusters Score -2298112 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2298884.500000 Penalty: 5055.811035
	Iteration 5Q: 3 clusters Score -2298884 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2299876.000000 Penalty: 5055.811035
	Iteration 6F: 3 clusters Score -2299876 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2301031.250000 Penalty: 5055.811035
	Iteration 7F: 3 clusters Score -2301031 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2302020.500000 Penalty: 5055.811035
	Iteration 8F: 3 clusters Score -2302020 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2302786.750000 Penalty: 5055.811035
	Iteration 9F: 3 clusters Score -2302787 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2303302.250000 Penalty: 5055.811035
	Iteration 10Q: 3 clusters Score -2303302 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2303645.500000 Penalty: 5055.811035
	Iteration 11Q: 3 clusters Score -2303646 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2303872.000000 Penalty: 5055.811035
	Iteration 12Q: 3 clusters Score -2303872 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2304037.250000 Penalty: 5055.811035
	Iteration 13Q: 3 clusters Score -2304037 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2304154.250000 Penalty: 5055.811035
	Iteration 14Q: 3 clusters Score -2304154 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2304230.000000 Penalty: 5055.811035
	Iteration 15Q: 3 clusters Score -2304230 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2304275.500000 Penalty: 5055.811035
	Iteration 16Q: 3 clusters Score -2304276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2304320.750000 Penalty: 5055.811035
	Iteration 17Q: 3 clusters Score -2304321 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2304353.750000 Penalty: 5055.811035
	Iteration 18Q: 3 clusters Score -2304354 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2304377.500000 Penalty: 5055.811035
	Iteration 19Q: 3 clusters Score -2304378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2304403.750000 Penalty: 5055.811035
	Iteration 20F: 3 clusters Score -2304404 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2304428.000000 Penalty: 5055.811035
	Iteration 21Q: 3 clusters Score -2304428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2304442.500000 Penalty: 5055.811035
	Iteration 22Q: 3 clusters Score -2304442 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2304471.750000 Penalty: 5055.811035
	Iteration 23Q: 3 clusters Score -2304472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2304487.500000 Penalty: 5055.811035
	Iteration 24Q: 3 clusters Score -2304488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2304514.000000 Penalty: 5055.811035
	Iteration 25Q: 3 clusters Score -2304514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2304532.750000 Penalty: 5055.811035
	Iteration 26Q: 3 clusters Score -2304533 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2304553.000000 Penalty: 5055.811035
	Iteration 27Q: 3 clusters Score -2304553 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2304583.750000 Penalty: 5055.811035
	Iteration 28Q: 3 clusters Score -2304584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2304617.750000 Penalty: 5055.811035
	Iteration 29Q: 3 clusters Score -2304618 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2304636.500000 Penalty: 5055.811035
	Iteration 30Q: 3 clusters Score -2304636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2304663.750000 Penalty: 5055.811035
	Iteration 31Q: 3 clusters Score -2304664 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2304689.000000 Penalty: 5055.811035
	Iteration 32Q: 3 clusters Score -2304689 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2304700.500000 Penalty: 5055.811035
	Iteration 33Q: 3 clusters Score -2304700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2304705.500000 Penalty: 5055.811035
	Iteration 34Q: 3 clusters Score -2304706 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2304730.250000 Penalty: 5055.811035
	Iteration 35Q: 3 clusters Score -2304730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2304746.250000 Penalty: 5055.811035
	Iteration 36Q: 3 clusters Score -2304746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2304762.000000 Penalty: 5055.811035
	Iteration 37Q: 3 clusters Score -2304762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2304782.250000 Penalty: 5055.811035
	Iteration 38Q: 3 clusters Score -2304782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2304799.750000 Penalty: 5055.811035
	Iteration 39Q: 3 clusters Score -2304800 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2304827.500000 Penalty: 5055.811035
	Iteration 40F: 3 clusters Score -2304828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2304858.750000 Penalty: 5055.811035
	Iteration 41Q: 3 clusters Score -2304859 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2304876.000000 Penalty: 5055.811035
	Iteration 42Q: 3 clusters Score -2304876 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2304907.000000 Penalty: 5055.811035
	Iteration 43Q: 3 clusters Score -2304907 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2304942.000000 Penalty: 5055.811035
	Iteration 44Q: 3 clusters Score -2304942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2304972.750000 Penalty: 5055.811035
	Iteration 45Q: 3 clusters Score -2304973 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2305009.000000 Penalty: 5055.811035
	Iteration 46Q: 3 clusters Score -2305009 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2305045.250000 Penalty: 5055.811035
	Iteration 47Q: 3 clusters Score -2305045 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2305080.750000 Penalty: 5055.811035
	Iteration 48Q: 3 clusters Score -2305081 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2305123.250000 Penalty: 5055.811035
	Iteration 49Q: 3 clusters Score -2305123 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2305148.500000 Penalty: 5055.811035
	Iteration 50Q: 3 clusters Score -2305148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2305181.250000 Penalty: 5055.811035
	Iteration 51Q: 3 clusters Score -2305181 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2305207.500000 Penalty: 5055.811035
	Iteration 52Q: 3 clusters Score -2305208 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2305240.250000 Penalty: 5055.811035
	Iteration 53Q: 3 clusters Score -2305240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2305269.750000 Penalty: 5055.811035
	Iteration 54Q: 3 clusters Score -2305270 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2305283.750000 Penalty: 5055.811035
	Iteration 55Q: 3 clusters Score -2305284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2305308.500000 Penalty: 5055.811035
	Iteration 56Q: 3 clusters Score -2305308 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2305328.250000 Penalty: 5055.811035
	Iteration 57Q: 3 clusters Score -2305328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2305350.250000 Penalty: 5055.811035
	Iteration 58Q: 3 clusters Score -2305350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2305379.250000 Penalty: 5055.811035
	Iteration 59Q: 3 clusters Score -2305379 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2305396.750000 Penalty: 5055.811035
	Iteration 60F: 3 clusters Score -2305397 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2305407.750000 Penalty: 5055.811035
	Iteration 61Q: 3 clusters Score -2305408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -2305435.000000 Penalty: 5055.811035
	Iteration 62Q: 3 clusters Score -2305435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2305460.750000 Penalty: 5055.811035
	Iteration 63Q: 3 clusters Score -2305461 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2305501.750000 Penalty: 5055.811035
	Iteration 64Q: 3 clusters Score -2305502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2305531.000000 Penalty: 5055.811035
	Iteration 65Q: 3 clusters Score -2305531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2305544.000000 Penalty: 5055.811035
	Iteration 66Q: 3 clusters Score -2305544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2305568.750000 Penalty: 5055.811035
	Iteration 67Q: 3 clusters Score -2305569 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2305601.000000 Penalty: 5055.811035
	Iteration 68Q: 3 clusters Score -2305601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2305622.250000 Penalty: 5055.811035
	Iteration 69Q: 3 clusters Score -2305622 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2305650.000000 Penalty: 5055.811035
	Iteration 70Q: 3 clusters Score -2305650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2305686.000000 Penalty: 5055.811035
	Iteration 71Q: 3 clusters Score -2305686 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -2305711.500000 Penalty: 5055.811035
	Iteration 72Q: 3 clusters Score -2305712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2305732.750000 Penalty: 5055.811035
	Iteration 73Q: 3 clusters Score -2305733 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2305769.000000 Penalty: 5055.811035
	Iteration 74Q: 3 clusters Score -2305769 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2305787.500000 Penalty: 5055.811035
	Iteration 75Q: 3 clusters Score -2305788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2305816.750000 Penalty: 5055.811035
	Iteration 76Q: 3 clusters Score -2305817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2305839.250000 Penalty: 5055.811035
	Iteration 77Q: 3 clusters Score -2305839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2305859.000000 Penalty: 5055.811035
	Iteration 78Q: 3 clusters Score -2305859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2305868.500000 Penalty: 5055.811035
	Iteration 79Q: 3 clusters Score -2305868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2305869.000000 Penalty: 5055.811035
	Iteration 80F: 3 clusters Score -2305869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2305882.250000 Penalty: 5055.811035
	Iteration 81Q: 3 clusters Score -2305882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2305896.250000 Penalty: 5055.811035
	Iteration 82Q: 3 clusters Score -2305896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -2305909.750000 Penalty: 5055.811035
	Iteration 83Q: 3 clusters Score -2305910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2305918.750000 Penalty: 5055.811035
	Iteration 84Q: 3 clusters Score -2305919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2305934.000000 Penalty: 5055.811035
	Iteration 85Q: 3 clusters Score -2305934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -2305937.000000 Penalty: 5055.811035
	Iteration 86Q: 3 clusters Score -2305937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2305949.000000 Penalty: 5055.811035
	Iteration 87Q: 3 clusters Score -2305949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2305960.750000 Penalty: 5055.811035
	Iteration 88Q: 3 clusters Score -2305961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2305976.500000 Penalty: 5055.811035
	Iteration 89Q: 3 clusters Score -2305976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2306001.750000 Penalty: 5055.811035
	Iteration 90Q: 3 clusters Score -2306002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2306019.250000 Penalty: 5055.811035
	Iteration 91Q: 3 clusters Score -2306019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -2306032.250000 Penalty: 5055.811035
	Iteration 92Q: 3 clusters Score -2306032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -2306062.000000 Penalty: 5055.811035
	Iteration 93Q: 3 clusters Score -2306062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2306095.000000 Penalty: 5055.811035
	Iteration 94Q: 3 clusters Score -2306095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2306120.500000 Penalty: 5055.811035
	Iteration 95Q: 3 clusters Score -2306120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2306141.500000 Penalty: 5055.811035
	Iteration 96Q: 3 clusters Score -2306142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2306150.500000 Penalty: 5055.811035
	Iteration 97Q: 3 clusters Score -2306150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2306174.250000 Penalty: 5055.811035
	Iteration 98Q: 3 clusters Score -2306174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -2306201.000000 Penalty: 5055.811035
	Iteration 99Q: 3 clusters Score -2306201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2306214.250000 Penalty: 5055.811035
	Iteration 100F: 3 clusters Score -2306214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2306228.250000 Penalty: 5055.811035
	Iteration 101Q: 3 clusters Score -2306228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2306244.750000 Penalty: 5055.811035
	Iteration 102Q: 3 clusters Score -2306245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -2306256.500000 Penalty: 5055.811035
	Iteration 103Q: 3 clusters Score -2306256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2306265.750000 Penalty: 5055.811035
	Iteration 104Q: 3 clusters Score -2306266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -2306271.750000 Penalty: 5055.811035
	Iteration 105Q: 3 clusters Score -2306272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -2306276.500000 Penalty: 5055.811035
	Iteration 106Q: 3 clusters Score -2306276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2306280.000000 Penalty: 5055.811035
	Iteration 107Q: 3 clusters Score -2306280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2306277.500000 Penalty: 5055.811035
	Iteration 108Q: 3 clusters Score -2306278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -2306289.000000 Penalty: 5055.811035
	Iteration 109Q: 3 clusters Score -2306289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -2306292.750000 Penalty: 5055.811035
	Iteration 110Q: 3 clusters Score -2306293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2306295.000000 Penalty: 5055.811035
	Iteration 111Q: 3 clusters Score -2306295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -2306300.250000 Penalty: 5055.811035
	Iteration 112Q: 3 clusters Score -2306300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2306301.000000 Penalty: 5055.811035
	Iteration 113Q: 3 clusters Score -2306301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2306304.750000 Penalty: 5055.811035
	Iteration 114Q: 3 clusters Score -2306305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -2306302.250000 Penalty: 5055.811035
	Iteration 115Q: 3 clusters Score -2306302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -2306302.250000 Penalty: 5055.811035
	Iteration 116Q: 3 clusters Score -2306302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -2306307.250000 Penalty: 5055.811035
	Iteration 117Q: 3 clusters Score -2306307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2306311.000000 Penalty: 5055.811035
	Iteration 118Q: 3 clusters Score -2306311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2306317.250000 Penalty: 5055.811035
	Iteration 119Q: 3 clusters Score -2306317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -2306316.750000 Penalty: 5055.811035
	Iteration 120F: 3 clusters Score -2306317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2306314.500000 Penalty: 5055.811035
	Iteration 121Q: 3 clusters Score -2306314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2306321.250000 Penalty: 5055.811035
	Iteration 122Q: 3 clusters Score -2306321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -2306326.000000 Penalty: 5055.811035
	Iteration 123Q: 3 clusters Score -2306326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -2306331.000000 Penalty: 5055.811035
	Iteration 124Q: 3 clusters Score -2306331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2306337.000000 Penalty: 5055.811035
	Iteration 125Q: 3 clusters Score -2306337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -2306338.250000 Penalty: 5055.811035
	Iteration 126Q: 3 clusters Score -2306338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2306341.500000 Penalty: 5055.811035
	Iteration 127Q: 3 clusters Score -2306342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2306347.750000 Penalty: 5055.811035
	Iteration 128Q: 3 clusters Score -2306348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2306351.250000 Penalty: 5055.811035
	Iteration 129Q: 3 clusters Score -2306351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2306356.250000 Penalty: 5055.811035
	Iteration 130Q: 3 clusters Score -2306356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2306359.250000 Penalty: 5055.811035
	Iteration 131Q: 3 clusters Score -2306359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2306366.750000 Penalty: 5055.811035
	Iteration 132Q: 3 clusters Score -2306367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -2306372.000000 Penalty: 5055.811035
	Iteration 133Q: 3 clusters Score -2306372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2306370.750000 Penalty: 5055.811035
	Iteration 134Q: 3 clusters Score -2306371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2306371.750000 Penalty: 5055.811035
	Iteration 135Q: 3 clusters Score -2306372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -2306372.250000 Penalty: 5055.811035
	Iteration 136Q: 3 clusters Score -2306372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2306380.750000 Penalty: 5055.811035
	Iteration 137Q: 3 clusters Score -2306381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -2306376.250000 Penalty: 5055.811035
	Iteration 138Q: 3 clusters Score -2306376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -2306381.250000 Penalty: 5055.811035
	Iteration 139Q: 3 clusters Score -2306381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2306383.750000 Penalty: 5055.811035
	Iteration 140F: 3 clusters Score -2306384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -2306384.750000 Penalty: 5055.811035
	Iteration 141Q: 3 clusters Score -2306385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2306384.000000 Penalty: 5055.811035
	Iteration 142Q: 3 clusters Score -2306384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2306384.000000 Penalty: 5055.811035
	Iteration 143Q: 3 clusters Score -2306384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2306384.000000 Penalty: 5055.811035
	Iteration 144F: 3 clusters Score -2306384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Entering Unmasked Estep 
Score: -920508.562500 Penalty: 2297.301514
	Iteration 0F: 2 clusters Score -920508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -912565.500000 Penalty: 4594.603027
	Iteration 0F: 3 clusters Score -912565.5 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -914820.750000 Penalty: 4594.603027
	Iteration 1F: 3 clusters Score -914820.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -915108.062500 Penalty: 4594.603027
	Iteration 2F: 3 clusters Score -915108.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -915305.062500 Penalty: 4594.603027
	Iteration 3Q: 3 clusters Score -915305.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -915440.750000 Penalty: 4594.603027
	Iteration 4Q: 3 clusters Score -915440.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -915546.312500 Penalty: 4594.603027
	Iteration 5Q: 3 clusters Score -915546.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -915645.125000 Penalty: 4594.603027
	Iteration 6Q: 3 clusters Score -915645.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -915737.500000 Penalty: 4594.603027
	Iteration 7Q: 3 clusters Score -915737.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -915825.937500 Penalty: 4594.603027
	Iteration 8Q: 3 clusters Score -915825.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -915910.625000 Penalty: 4594.603027
	Iteration 9Q: 3 clusters Score -915910.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -916015.625000 Penalty: 4594.603027
	Iteration 10Q: 3 clusters Score -916015.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -916144.437500 Penalty: 4594.603027
	Iteration 11Q: 3 clusters Score -916144.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -916305.562500 Penalty: 4594.603027
	Iteration 12Q: 3 clusters Score -916305.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -916492.750000 Penalty: 4594.603027
	Iteration 13Q: 3 clusters Score -916492.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -916744.562500 Penalty: 4594.603027
	Iteration 14Q: 3 clusters Score -916744.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -917021.000000 Penalty: 4594.603027
	Iteration 15Q: 3 clusters Score -917021 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -917340.687500 Penalty: 4594.603027
	Iteration 16Q: 3 clusters Score -917340.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -917628.250000 Penalty: 4594.603027
	Iteration 17Q: 3 clusters Score -917628.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -917890.500000 Penalty: 4594.603027
	Iteration 18Q: 3 clusters Score -917890.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -918110.062500 Penalty: 4594.603027
	Iteration 19Q: 3 clusters Score -918110.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -918273.687500 Penalty: 4594.603027
	Iteration 20F: 3 clusters Score -918273.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -918403.000000 Penalty: 4594.603027
	Iteration 21Q: 3 clusters Score -918403 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -918495.000000 Penalty: 4594.603027
	Iteration 22Q: 3 clusters Score -918495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -918557.875000 Penalty: 4594.603027
	Iteration 23Q: 3 clusters Score -918557.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -918590.625000 Penalty: 4594.603027
	Iteration 24Q: 3 clusters Score -918590.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -918612.562500 Penalty: 4594.603027
	Iteration 25Q: 3 clusters Score -918612.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -918630.750000 Penalty: 4594.603027
	Iteration 26Q: 3 clusters Score -918630.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -918648.000000 Penalty: 4594.603027
	Iteration 27Q: 3 clusters Score -918648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -918666.875000 Penalty: 4594.603027
	Iteration 28Q: 3 clusters Score -918666.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -918688.250000 Penalty: 4594.603027
	Iteration 29Q: 3 clusters Score -918688.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -918701.500000 Penalty: 4594.603027
	Iteration 30Q: 3 clusters Score -918701.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -918707.875000 Penalty: 4594.603027
	Iteration 31Q: 3 clusters Score -918707.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -918710.562500 Penalty: 4594.603027
	Iteration 32Q: 3 clusters Score -918710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -918715.750000 Penalty: 4594.603027
	Iteration 33Q: 3 clusters Score -918715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -918719.000000 Penalty: 4594.603027
	Iteration 34Q: 3 clusters Score -918719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -918720.125000 Penalty: 4594.603027
	Iteration 35Q: 3 clusters Score -918720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -918721.375000 Penalty: 4594.603027
	Iteration 36Q: 3 clusters Score -918721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -918723.125000 Penalty: 4594.603027
	Iteration 37Q: 3 clusters Score -918723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -918727.187500 Penalty: 4594.603027
	Iteration 38Q: 3 clusters Score -918727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -918730.437500 Penalty: 4594.603027
	Iteration 39Q: 3 clusters Score -918730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -918730.437500 Penalty: 4594.603027
	Iteration 40F: 3 clusters Score -918730.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -841986.562500 Penalty: 2278.419189
	Iteration 0F: 2 clusters Score -841986.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -834435.312500 Penalty: 4556.838379
	Iteration 0F: 3 clusters Score -834435.3 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -836534.000000 Penalty: 4556.838379
	Iteration 1F: 3 clusters Score -836534 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -836859.937500 Penalty: 4556.838379
	Iteration 2F: 3 clusters Score -836859.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -837103.500000 Penalty: 4556.838379
	Iteration 3F: 3 clusters Score -837103.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -837290.000000 Penalty: 4556.838379
	Iteration 4Q: 3 clusters Score -837290 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -837433.562500 Penalty: 4556.838379
	Iteration 5Q: 3 clusters Score -837433.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -837559.625000 Penalty: 4556.838379
	Iteration 6Q: 3 clusters Score -837559.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -837672.562500 Penalty: 4556.838379
	Iteration 7Q: 3 clusters Score -837672.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -837795.312500 Penalty: 4556.838379
	Iteration 8Q: 3 clusters Score -837795.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -837926.562500 Penalty: 4556.838379
	Iteration 9Q: 3 clusters Score -837926.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -838064.812500 Penalty: 4556.838379
	Iteration 10Q: 3 clusters Score -838064.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -838206.687500 Penalty: 4556.838379
	Iteration 11Q: 3 clusters Score -838206.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -838359.875000 Penalty: 4556.838379
	Iteration 12Q: 3 clusters Score -838359.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -838546.687500 Penalty: 4556.838379
	Iteration 13Q: 3 clusters Score -838546.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -838741.437500 Penalty: 4556.838379
	Iteration 14Q: 3 clusters Score -838741.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -838935.687500 Penalty: 4556.838379
	Iteration 15Q: 3 clusters Score -838935.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -839171.562500 Penalty: 4556.838379
	Iteration 16Q: 3 clusters Score -839171.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -839425.125000 Penalty: 4556.838379
	Iteration 17Q: 3 clusters Score -839425.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -839661.250000 Penalty: 4556.838379
	Iteration 18Q: 3 clusters Score -839661.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -839848.562500 Penalty: 4556.838379
	Iteration 19Q: 3 clusters Score -839848.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -840028.062500 Penalty: 4556.838379
	Iteration 20F: 3 clusters Score -840028.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -840159.937500 Penalty: 4556.838379
	Iteration 21Q: 3 clusters Score -840159.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -840239.625000 Penalty: 4556.838379
	Iteration 22Q: 3 clusters Score -840239.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -840300.562500 Penalty: 4556.838379
	Iteration 23Q: 3 clusters Score -840300.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -840350.125000 Penalty: 4556.838379
	Iteration 24Q: 3 clusters Score -840350.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -840395.125000 Penalty: 4556.838379
	Iteration 25Q: 3 clusters Score -840395.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -840423.437500 Penalty: 4556.838379
	Iteration 26Q: 3 clusters Score -840423.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -840451.000000 Penalty: 4556.838379
	Iteration 27Q: 3 clusters Score -840451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -840465.687500 Penalty: 4556.838379
	Iteration 28Q: 3 clusters Score -840465.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -840479.562500 Penalty: 4556.838379
	Iteration 29Q: 3 clusters Score -840479.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -840490.812500 Penalty: 4556.838379
	Iteration 30Q: 3 clusters Score -840490.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -840503.250000 Penalty: 4556.838379
	Iteration 31Q: 3 clusters Score -840503.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -840511.562500 Penalty: 4556.838379
	Iteration 32Q: 3 clusters Score -840511.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -840522.437500 Penalty: 4556.838379
	Iteration 33Q: 3 clusters Score -840522.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -840526.250000 Penalty: 4556.838379
	Iteration 34Q: 3 clusters Score -840526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -840530.437500 Penalty: 4556.838379
	Iteration 35Q: 3 clusters Score -840530.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -840535.812500 Penalty: 4556.838379
	Iteration 36Q: 3 clusters Score -840535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -840538.812500 Penalty: 4556.838379
	Iteration 37Q: 3 clusters Score -840538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -840543.125000 Penalty: 4556.838379
	Iteration 38Q: 3 clusters Score -840543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -840546.937500 Penalty: 4556.838379
	Iteration 39Q: 3 clusters Score -840546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -840550.312500 Penalty: 4556.838379
	Iteration 40F: 3 clusters Score -840550.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -840551.000000 Penalty: 4556.838379
	Iteration 41Q: 3 clusters Score -840551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -840551.687500 Penalty: 4556.838379
	Iteration 42Q: 3 clusters Score -840551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -840553.125000 Penalty: 4556.838379
	Iteration 43Q: 3 clusters Score -840553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -840553.812500 Penalty: 4556.838379
	Iteration 44Q: 3 clusters Score -840553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -840554.562500 Penalty: 4556.838379
	Iteration 45Q: 3 clusters Score -840554.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -840554.562500 Penalty: 4556.838379
	Iteration 46F: 3 clusters Score -840554.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -267310.656250 Penalty: 2002.744507
	Iteration 0F: 2 clusters Score -267310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -263920.156250 Penalty: 4005.489014
	Iteration 0F: 3 clusters Score -263920.2 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -264608.375000 Penalty: 4005.489014
	Iteration 1F: 3 clusters Score -264608.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -264807.718750 Penalty: 4005.489014
	Iteration 2F: 3 clusters Score -264807.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -264969.125000 Penalty: 4005.489014
	Iteration 3F: 3 clusters Score -264969.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -265135.125000 Penalty: 4005.489014
	Iteration 4F: 3 clusters Score -265135.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -265312.375000 Penalty: 4005.489014
	Iteration 5F: 3 clusters Score -265312.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -265480.406250 Penalty: 4005.489014
	Iteration 6Q: 3 clusters Score -265480.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -265602.968750 Penalty: 4005.489014
	Iteration 7Q: 3 clusters Score -265603 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -265713.968750 Penalty: 4005.489014
	Iteration 8Q: 3 clusters Score -265714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -265794.625000 Penalty: 4005.489014
	Iteration 9Q: 3 clusters Score -265794.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265852.906250 Penalty: 4005.489014
	Iteration 10Q: 3 clusters Score -265852.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -265888.906250 Penalty: 4005.489014
	Iteration 11Q: 3 clusters Score -265888.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -265911.312500 Penalty: 4005.489014
	Iteration 12Q: 3 clusters Score -265911.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -265932.281250 Penalty: 4005.489014
	Iteration 13Q: 3 clusters Score -265932.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -265944.093750 Penalty: 4005.489014
	Iteration 14Q: 3 clusters Score -265944.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -265951.000000 Penalty: 4005.489014
	Iteration 15Q: 3 clusters Score -265951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -265954.312500 Penalty: 4005.489014
	Iteration 16Q: 3 clusters Score -265954.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -265962.968750 Penalty: 4005.489014
	Iteration 17Q: 3 clusters Score -265963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -265970.281250 Penalty: 4005.489014
	Iteration 18Q: 3 clusters Score -265970.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -265978.718750 Penalty: 4005.489014
	Iteration 19Q: 3 clusters Score -265978.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -265990.812500 Penalty: 4005.489014
	Iteration 20F: 3 clusters Score -265990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -265994.250000 Penalty: 4005.489014
	Iteration 21Q: 3 clusters Score -265994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -265995.468750 Penalty: 4005.489014
	Iteration 22Q: 3 clusters Score -265995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -265996.093750 Penalty: 4005.489014
	Iteration 23Q: 3 clusters Score -265996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -265997.375000 Penalty: 4005.489014
	Iteration 24Q: 3 clusters Score -265997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -265999.750000 Penalty: 4005.489014
	Iteration 25Q: 3 clusters Score -265999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -266001.375000 Penalty: 4005.489014
	Iteration 26Q: 3 clusters Score -266001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -266002.250000 Penalty: 4005.489014
	Iteration 27Q: 3 clusters Score -266002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -266003.468750 Penalty: 4005.489014
	Iteration 28Q: 3 clusters Score -266003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -266005.250000 Penalty: 4005.489014
	Iteration 29Q: 3 clusters Score -266005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -266006.687500 Penalty: 4005.489014
	Iteration 30Q: 3 clusters Score -266006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -266007.750000 Penalty: 4005.489014
	Iteration 31Q: 3 clusters Score -266007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -266008.937500 Penalty: 4005.489014
	Iteration 32Q: 3 clusters Score -266008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -266009.750000 Penalty: 4005.489014
	Iteration 33Q: 3 clusters Score -266009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -266012.312500 Penalty: 4005.489014
	Iteration 34Q: 3 clusters Score -266012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -266013.843750 Penalty: 4005.489014
	Iteration 35Q: 3 clusters Score -266013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -266021.562500 Penalty: 4005.489014
	Iteration 36Q: 3 clusters Score -266021.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -266033.687500 Penalty: 4005.489014
	Iteration 37Q: 3 clusters Score -266033.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -266046.937500 Penalty: 4005.489014
	Iteration 38Q: 3 clusters Score -266046.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -266059.843750 Penalty: 4005.489014
	Iteration 39Q: 3 clusters Score -266059.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -266078.031250 Penalty: 4005.489014
	Iteration 40F: 3 clusters Score -266078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -266096.656250 Penalty: 4005.489014
	Iteration 41Q: 3 clusters Score -266096.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -266116.437500 Penalty: 4005.489014
	Iteration 42Q: 3 clusters Score -266116.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266138.250000 Penalty: 4005.489014
	Iteration 43Q: 3 clusters Score -266138.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -266152.312500 Penalty: 4005.489014
	Iteration 44Q: 3 clusters Score -266152.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -266167.562500 Penalty: 4005.489014
	Iteration 45Q: 3 clusters Score -266167.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -266175.125000 Penalty: 4005.489014
	Iteration 46Q: 3 clusters Score -266175.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -266179.562500 Penalty: 4005.489014
	Iteration 47Q: 3 clusters Score -266179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -266181.031250 Penalty: 4005.489014
	Iteration 48Q: 3 clusters Score -266181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -266183.125000 Penalty: 4005.489014
	Iteration 49Q: 3 clusters Score -266183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -266184.468750 Penalty: 4005.489014
	Iteration 50Q: 3 clusters Score -266184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -266185.375000 Penalty: 4005.489014
	Iteration 51Q: 3 clusters Score -266185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -266186.218750 Penalty: 4005.489014
	Iteration 52Q: 3 clusters Score -266186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -266186.218750 Penalty: 4005.489014
	Iteration 53F: 3 clusters Score -266186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Entering Unmasked Estep 
Score: -1507299.000000 Penalty: 2416.153809
	Iteration 0F: 2 clusters Score -1507299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1494983.375000 Penalty: 4832.307617
	Iteration 0F: 3 clusters Score -1494983 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1499083.875000 Penalty: 4832.307617
	Iteration 1F: 3 clusters Score -1499084 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1499507.875000 Penalty: 4832.307617
	Iteration 2F: 3 clusters Score -1499508 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1499860.500000 Penalty: 4832.307617
	Iteration 3F: 3 clusters Score -1499860 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1500189.875000 Penalty: 4832.307617
	Iteration 4Q: 3 clusters Score -1500190 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1500511.875000 Penalty: 4832.307617
	Iteration 5Q: 3 clusters Score -1500512 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1500895.625000 Penalty: 4832.307617
	Iteration 6Q: 3 clusters Score -1500896 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1501323.750000 Penalty: 4832.307617
	Iteration 7Q: 3 clusters Score -1501324 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1501825.375000 Penalty: 4832.307617
	Iteration 8Q: 3 clusters Score -1501825 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1502366.500000 Penalty: 4832.307617
	Iteration 9F: 3 clusters Score -1502366 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1502863.375000 Penalty: 4832.307617
	Iteration 10Q: 3 clusters Score -1502863 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1503324.000000 Penalty: 4832.307617
	Iteration 11Q: 3 clusters Score -1503324 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -1503754.625000 Penalty: 4832.307617
	Iteration 12Q: 3 clusters Score -1503755 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1504119.375000 Penalty: 4832.307617
	Iteration 13Q: 3 clusters Score -1504119 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1504401.500000 Penalty: 4832.307617
	Iteration 14Q: 3 clusters Score -1504402 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1504622.250000 Penalty: 4832.307617
	Iteration 15Q: 3 clusters Score -1504622 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1504793.750000 Penalty: 4832.307617
	Iteration 16Q: 3 clusters Score -1504794 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1504900.375000 Penalty: 4832.307617
	Iteration 17Q: 3 clusters Score -1504900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1504982.250000 Penalty: 4832.307617
	Iteration 18Q: 3 clusters Score -1504982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1505053.375000 Penalty: 4832.307617
	Iteration 19Q: 3 clusters Score -1505053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1505107.625000 Penalty: 4832.307617
	Iteration 20F: 3 clusters Score -1505108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1505152.250000 Penalty: 4832.307617
	Iteration 21Q: 3 clusters Score -1505152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1505171.500000 Penalty: 4832.307617
	Iteration 22Q: 3 clusters Score -1505172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1505191.500000 Penalty: 4832.307617
	Iteration 23Q: 3 clusters Score -1505192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1505202.625000 Penalty: 4832.307617
	Iteration 24Q: 3 clusters Score -1505203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1505212.125000 Penalty: 4832.307617
	Iteration 25Q: 3 clusters Score -1505212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1505218.375000 Penalty: 4832.307617
	Iteration 26Q: 3 clusters Score -1505218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1505228.750000 Penalty: 4832.307617
	Iteration 27Q: 3 clusters Score -1505229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1505234.625000 Penalty: 4832.307617
	Iteration 28Q: 3 clusters Score -1505235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1505240.875000 Penalty: 4832.307617
	Iteration 29Q: 3 clusters Score -1505241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1505248.500000 Penalty: 4832.307617
	Iteration 30Q: 3 clusters Score -1505248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1505255.000000 Penalty: 4832.307617
	Iteration 31Q: 3 clusters Score -1505255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1505259.875000 Penalty: 4832.307617
	Iteration 32Q: 3 clusters Score -1505260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1505265.250000 Penalty: 4832.307617
	Iteration 33Q: 3 clusters Score -1505265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1505269.375000 Penalty: 4832.307617
	Iteration 34Q: 3 clusters Score -1505269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1505277.250000 Penalty: 4832.307617
	Iteration 35Q: 3 clusters Score -1505277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1505277.000000 Penalty: 4832.307617
	Iteration 36Q: 3 clusters Score -1505277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1505284.125000 Penalty: 4832.307617
	Iteration 37Q: 3 clusters Score -1505284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1505287.500000 Penalty: 4832.307617
	Iteration 38Q: 3 clusters Score -1505288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1505293.000000 Penalty: 4832.307617
	Iteration 39Q: 3 clusters Score -1505293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1505292.250000 Penalty: 4832.307617
	Iteration 40F: 3 clusters Score -1505292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Entering Unmasked Estep 
Score: -1694767.875000 Penalty: 2444.333984
	Iteration 0F: 2 clusters Score -1694768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1681219.500000 Penalty: 4888.667969
	Iteration 0F: 3 clusters Score -1681220 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1685603.625000 Penalty: 4888.667969
	Iteration 1F: 3 clusters Score -1685604 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1685956.250000 Penalty: 4888.667969
	Iteration 2F: 3 clusters Score -1685956 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1686224.375000 Penalty: 4888.667969
	Iteration 3Q: 3 clusters Score -1686224 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1686471.000000 Penalty: 4888.667969
	Iteration 4Q: 3 clusters Score -1686471 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1686723.750000 Penalty: 4888.667969
	Iteration 5Q: 3 clusters Score -1686724 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1686970.625000 Penalty: 4888.667969
	Iteration 6Q: 3 clusters Score -1686971 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1687275.875000 Penalty: 4888.667969
	Iteration 7Q: 3 clusters Score -1687276 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1687652.375000 Penalty: 4888.667969
	Iteration 8Q: 3 clusters Score -1687652 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1688203.000000 Penalty: 4888.667969
	Iteration 9Q: 3 clusters Score -1688203 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1688973.500000 Penalty: 4888.667969
	Iteration 10F: 3 clusters Score -1688974 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1689942.500000 Penalty: 4888.667969
	Iteration 11F: 3 clusters Score -1689942 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1690885.375000 Penalty: 4888.667969
	Iteration 12F: 3 clusters Score -1690885 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -1691587.375000 Penalty: 4888.667969
	Iteration 13Q: 3 clusters Score -1691587 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -1692038.375000 Penalty: 4888.667969
	Iteration 14Q: 3 clusters Score -1692038 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1692295.000000 Penalty: 4888.667969
	Iteration 15Q: 3 clusters Score -1692295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -1692424.625000 Penalty: 4888.667969
	Iteration 16Q: 3 clusters Score -1692425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1692487.625000 Penalty: 4888.667969
	Iteration 17Q: 3 clusters Score -1692488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1692521.375000 Penalty: 4888.667969
	Iteration 18Q: 3 clusters Score -1692521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1692549.250000 Penalty: 4888.667969
	Iteration 19Q: 3 clusters Score -1692549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1692573.375000 Penalty: 4888.667969
	Iteration 20F: 3 clusters Score -1692573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -1692599.750000 Penalty: 4888.667969
	Iteration 21Q: 3 clusters Score -1692600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -1692607.125000 Penalty: 4888.667969
	Iteration 22Q: 3 clusters Score -1692607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1692613.250000 Penalty: 4888.667969
	Iteration 23Q: 3 clusters Score -1692613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -1692619.750000 Penalty: 4888.667969
	Iteration 24Q: 3 clusters Score -1692620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1692625.250000 Penalty: 4888.667969
	Iteration 25Q: 3 clusters Score -1692625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1692636.375000 Penalty: 4888.667969
	Iteration 26Q: 3 clusters Score -1692636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -1692639.375000 Penalty: 4888.667969
	Iteration 27Q: 3 clusters Score -1692639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1692642.625000 Penalty: 4888.667969
	Iteration 28Q: 3 clusters Score -1692643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1692642.500000 Penalty: 4888.667969
	Iteration 29Q: 3 clusters Score -1692642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1692647.125000 Penalty: 4888.667969
	Iteration 30Q: 3 clusters Score -1692647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1692649.375000 Penalty: 4888.667969
	Iteration 31Q: 3 clusters Score -1692649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1692649.375000 Penalty: 4888.667969
	Iteration 32F: 3 clusters Score -1692649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 16648 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54214 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26366 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3478 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 328741 members 
Mstep: Class 18 contains 14642 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 8446 members 
Mstep: Class 21 contains 8817 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26090 members 
Mstep: Class 25 contains 7372 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 63189 members 
Mstep: Class 31 contains 26720 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9771 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17027 members 
Mstep: Class 36 contains 19076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010336.000000 Penalty: 125895.968750
Iteration 199Q: 37 clusters Score -1.130103e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 16647 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 16629 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54213 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26365 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 328741 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 13962 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26091 members 
Mstep: Class 25 contains 7374 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 29857 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5939 members 
Mstep: Class 30 contains 63169 members 
Mstep: Class 31 contains 26721 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9770 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 17010 members 
Mstep: Class 36 contains 19091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010376.000000 Penalty: 125895.968750
Iteration 200F: 37 clusters Score -1.130104e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 16647 members 
Mstep: Class 3 contains 17917 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 16630 members 
Mstep: Class 6 contains 418145 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 54209 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26365 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 328750 members 
Mstep: Class 18 contains 14919 members 
Mstep: Class 19 contains 13963 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 8818 members 
Mstep: Class 22 contains 102464 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26095 members 
Mstep: Class 25 contains 7376 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 29771 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5893 members 
Mstep: Class 30 contains 63152 members 
Mstep: Class 31 contains 26719 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9771 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16989 members 
Mstep: Class 36 contains 19103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010432.000000 Penalty: 125895.968750
Iteration 201Q: 37 clusters Score -1.130104e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 16646 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 16631 members 
Mstep: Class 6 contains 418145 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54208 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26363 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 328770 members 
Mstep: Class 18 contains 15064 members 
Mstep: Class 19 contains 13965 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 8816 members 
Mstep: Class 22 contains 102464 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26098 members 
Mstep: Class 25 contains 7378 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 29683 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5842 members 
Mstep: Class 30 contains 63128 members 
Mstep: Class 31 contains 26719 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9771 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16979 members 
Mstep: Class 36 contains 19112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010368.000000 Penalty: 125895.968750
Iteration 202Q: 37 clusters Score -1.130104e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 16644 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14308 members 
Mstep: Class 5 contains 16630 members 
Mstep: Class 6 contains 418143 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54206 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26359 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 328784 members 
Mstep: Class 18 contains 15241 members 
Mstep: Class 19 contains 13966 members 
Mstep: Class 20 contains 8442 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 102463 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26102 members 
Mstep: Class 25 contains 7381 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 29589 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5782 members 
Mstep: Class 30 contains 63113 members 
Mstep: Class 31 contains 26716 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9771 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16958 members 
Mstep: Class 36 contains 19123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010272.000000 Penalty: 125895.968750
Iteration 203Q: 37 clusters Score -1.130103e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 16644 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 14305 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418142 members 
Mstep: Class 7 contains 5086 members 
Mstep: Class 8 contains 54205 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26357 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 328797 members 
Mstep: Class 18 contains 15434 members 
Mstep: Class 19 contains 13970 members 
Mstep: Class 20 contains 8441 members 
Mstep: Class 21 contains 8818 members 
Mstep: Class 22 contains 102465 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26104 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 29479 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5723 members 
Mstep: Class 30 contains 63093 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9773 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16934 members 
Mstep: Class 36 contains 19135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010320.000000 Penalty: 125895.968750
Iteration 204Q: 37 clusters Score -1.130103e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 17913 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 16628 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5086 members 
Mstep: Class 8 contains 54200 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26352 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 5894 members 
Mstep: Class 17 contains 328808 members 
Mstep: Class 18 contains 15615 members 
Mstep: Class 19 contains 13975 members 
Mstep: Class 20 contains 8441 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 102469 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26107 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 29365 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5669 members 
Mstep: Class 30 contains 63078 members 
Mstep: Class 31 contains 26713 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 9778 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16917 members 
Mstep: Class 36 contains 19148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010520.000000 Penalty: 125895.968750
Iteration 205Q: 37 clusters Score -1.130105e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 16638 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 14300 members 
Mstep: Class 5 contains 16629 members 
Mstep: Class 6 contains 418147 members 
Mstep: Class 7 contains 5086 members 
Mstep: Class 8 contains 54197 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26350 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 328824 members 
Mstep: Class 18 contains 15837 members 
Mstep: Class 19 contains 13979 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 8817 members 
Mstep: Class 22 contains 102470 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26106 members 
Mstep: Class 25 contains 7386 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 29240 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5591 members 
Mstep: Class 30 contains 63065 members 
Mstep: Class 31 contains 26712 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 9783 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16896 members 
Mstep: Class 36 contains 19160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010680.000000 Penalty: 125895.968750
Iteration 206Q: 37 clusters Score -1.130107e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 16638 members 
Mstep: Class 3 contains 17913 members 
Mstep: Class 4 contains 14299 members 
Mstep: Class 5 contains 16629 members 
Mstep: Class 6 contains 418151 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54194 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26345 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 5879 members 
Mstep: Class 17 contains 328833 members 
Mstep: Class 18 contains 16071 members 
Mstep: Class 19 contains 13977 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 8817 members 
Mstep: Class 22 contains 102467 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 26115 members 
Mstep: Class 25 contains 7390 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 29122 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5493 members 
Mstep: Class 30 contains 63053 members 
Mstep: Class 31 contains 26709 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 9785 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16880 members 
Mstep: Class 36 contains 19169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010600.000000 Penalty: 125895.968750
Iteration 207Q: 37 clusters Score -1.130106e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 14299 members 
Mstep: Class 5 contains 16629 members 
Mstep: Class 6 contains 418151 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 54190 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26340 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3474 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 328857 members 
Mstep: Class 18 contains 16336 members 
Mstep: Class 19 contains 13976 members 
Mstep: Class 20 contains 8438 members 
Mstep: Class 21 contains 8820 members 
Mstep: Class 22 contains 102466 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 26113 members 
Mstep: Class 25 contains 7397 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 28987 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5372 members 
Mstep: Class 30 contains 63037 members 
Mstep: Class 31 contains 26709 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9785 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16871 members 
Mstep: Class 36 contains 19178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010848.000000 Penalty: 125895.968750
Iteration 208Q: 37 clusters Score -1.130108e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 16644 members 
Mstep: Class 3 contains 17911 members 
Mstep: Class 4 contains 14293 members 
Mstep: Class 5 contains 16626 members 
Mstep: Class 6 contains 418153 members 
Mstep: Class 7 contains 5085 members 
Mstep: Class 8 contains 54188 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 26333 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 328886 members 
Mstep: Class 18 contains 16625 members 
Mstep: Class 19 contains 13978 members 
Mstep: Class 20 contains 8437 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 102464 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 26116 members 
Mstep: Class 25 contains 7402 members 
Mstep: Class 26 contains 7644 members 
Mstep: Class 27 contains 28836 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 63013 members 
Mstep: Class 31 contains 26709 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16849 members 
Mstep: Class 36 contains 19184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010704.000000 Penalty: 125895.968750
Iteration 209Q: 37 clusters Score -1.130107e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 16643 members 
Mstep: Class 3 contains 17913 members 
Mstep: Class 4 contains 14285 members 
Mstep: Class 5 contains 16624 members 
Mstep: Class 6 contains 418155 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54186 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 26330 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 328904 members 
Mstep: Class 18 contains 16910 members 
Mstep: Class 19 contains 13980 members 
Mstep: Class 20 contains 8435 members 
Mstep: Class 21 contains 8821 members 
Mstep: Class 22 contains 102466 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 26118 members 
Mstep: Class 25 contains 7406 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 28709 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5127 members 
Mstep: Class 30 contains 62982 members 
Mstep: Class 31 contains 26708 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16839 members 
Mstep: Class 36 contains 19192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010848.000000 Penalty: 125895.968750
Iteration 210Q: 37 clusters Score -1.130108e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 3 contains 17914 members 
Mstep: Class 4 contains 14277 members 
Mstep: Class 5 contains 16626 members 
Mstep: Class 6 contains 418155 members 
Mstep: Class 7 contains 5086 members 
Mstep: Class 8 contains 54183 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 26329 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 3468 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 328933 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 13987 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8822 members 
Mstep: Class 22 contains 102468 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 26129 members 
Mstep: Class 25 contains 7409 members 
Mstep: Class 26 contains 7641 members 
Mstep: Class 27 contains 28564 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 5012 members 
Mstep: Class 30 contains 62953 members 
Mstep: Class 31 contains 26708 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16816 members 
Mstep: Class 36 contains 19201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010872.000000 Penalty: 125895.968750
Iteration 211Q: 37 clusters Score -1.130109e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 16627 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54180 members 
Mstep: Class 9 contains 9030 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 11 contains 26329 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 328957 members 
Mstep: Class 18 contains 17455 members 
Mstep: Class 19 contains 13992 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8826 members 
Mstep: Class 22 contains 102475 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 26138 members 
Mstep: Class 25 contains 7410 members 
Mstep: Class 26 contains 7642 members 
Mstep: Class 27 contains 28457 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4892 members 
Mstep: Class 30 contains 62914 members 
Mstep: Class 31 contains 26704 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16781 members 
Mstep: Class 36 contains 19214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010952.000000 Penalty: 125895.968750
Iteration 212Q: 37 clusters Score -1.13011e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 17921 members 
Mstep: Class 4 contains 14262 members 
Mstep: Class 5 contains 16626 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5082 members 
Mstep: Class 8 contains 54180 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26330 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 328972 members 
Mstep: Class 18 contains 17709 members 
Mstep: Class 19 contains 13999 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8831 members 
Mstep: Class 22 contains 102470 members 
Mstep: Class 23 contains 1190 members 
Mstep: Class 24 contains 26142 members 
Mstep: Class 25 contains 7411 members 
Mstep: Class 26 contains 7640 members 
Mstep: Class 27 contains 28336 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4801 members 
Mstep: Class 30 contains 62890 members 
Mstep: Class 31 contains 26700 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9787 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16750 members 
Mstep: Class 36 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011240.000000 Penalty: 125895.968750
Iteration 213Q: 37 clusters Score -1.130112e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 16637 members 
Mstep: Class 3 contains 17926 members 
Mstep: Class 4 contains 14259 members 
Mstep: Class 5 contains 16625 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5084 members 
Mstep: Class 8 contains 54180 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26329 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5826 members 
Mstep: Class 17 contains 328998 members 
Mstep: Class 18 contains 17929 members 
Mstep: Class 19 contains 14007 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 8838 members 
Mstep: Class 22 contains 102468 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26142 members 
Mstep: Class 25 contains 7413 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 28216 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4721 members 
Mstep: Class 30 contains 62868 members 
Mstep: Class 31 contains 26700 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16724 members 
Mstep: Class 36 contains 19230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011232.000000 Penalty: 125895.968750
Iteration 214Q: 37 clusters Score -1.130112e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 16626 members 
Mstep: Class 6 contains 418155 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 54179 members 
Mstep: Class 9 contains 9025 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26327 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 329012 members 
Mstep: Class 18 contains 18134 members 
Mstep: Class 19 contains 14010 members 
Mstep: Class 20 contains 8432 members 
Mstep: Class 21 contains 8838 members 
Mstep: Class 22 contains 102474 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26141 members 
Mstep: Class 25 contains 7416 members 
Mstep: Class 26 contains 7638 members 
Mstep: Class 27 contains 28102 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4644 members 
Mstep: Class 30 contains 62846 members 
Mstep: Class 31 contains 26702 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16707 members 
Mstep: Class 36 contains 19240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011224.000000 Penalty: 125895.968750
Iteration 215Q: 37 clusters Score -1.130112e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 16640 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 14252 members 
Mstep: Class 5 contains 16624 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54179 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 26325 members 
Mstep: Class 12 contains 12952 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 329035 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 14017 members 
Mstep: Class 20 contains 8432 members 
Mstep: Class 21 contains 8843 members 
Mstep: Class 22 contains 102474 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26149 members 
Mstep: Class 25 contains 7417 members 
Mstep: Class 26 contains 7635 members 
Mstep: Class 27 contains 27994 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4589 members 
Mstep: Class 30 contains 62824 members 
Mstep: Class 31 contains 26704 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16702 members 
Mstep: Class 36 contains 19244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011336.000000 Penalty: 125895.968750
Iteration 216Q: 37 clusters Score -1.130113e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 16639 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 14248 members 
Mstep: Class 5 contains 16623 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 54178 members 
Mstep: Class 9 contains 9020 members 
Mstep: Class 10 contains 6583 members 
Mstep: Class 11 contains 26323 members 
Mstep: Class 12 contains 12953 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 329062 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 14019 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 102476 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26155 members 
Mstep: Class 25 contains 7417 members 
Mstep: Class 26 contains 7634 members 
Mstep: Class 27 contains 27919 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4537 members 
Mstep: Class 30 contains 62801 members 
Mstep: Class 31 contains 26705 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16685 members 
Mstep: Class 36 contains 19253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011552.000000 Penalty: 125895.968750
Iteration 217Q: 37 clusters Score -1.130116e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 16638 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 16623 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54176 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 26322 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 329090 members 
Mstep: Class 18 contains 18513 members 
Mstep: Class 19 contains 14022 members 
Mstep: Class 20 contains 8435 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 102473 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26162 members 
Mstep: Class 25 contains 7417 members 
Mstep: Class 26 contains 7632 members 
Mstep: Class 27 contains 27855 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4496 members 
Mstep: Class 30 contains 62786 members 
Mstep: Class 31 contains 26707 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16671 members 
Mstep: Class 36 contains 19262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011720.000000 Penalty: 125895.968750
Iteration 218Q: 37 clusters Score -1.130117e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 16633 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 14246 members 
Mstep: Class 5 contains 16623 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54174 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26321 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 329103 members 
Mstep: Class 18 contains 18592 members 
Mstep: Class 19 contains 14024 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 102469 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26168 members 
Mstep: Class 25 contains 7417 members 
Mstep: Class 26 contains 7632 members 
Mstep: Class 27 contains 27807 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4476 members 
Mstep: Class 30 contains 62775 members 
Mstep: Class 31 contains 26711 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9786 members 
Mstep: Class 34 contains 3215 members 
Mstep: Class 35 contains 16656 members 
Mstep: Class 36 contains 19272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011784.000000 Penalty: 125895.968750
Iteration 219Q: 37 clusters Score -1.130118e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 16628 members 
Mstep: Class 3 contains 17926 members 
Mstep: Class 4 contains 14242 members 
Mstep: Class 5 contains 16623 members 
Mstep: Class 6 contains 418162 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54174 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 329118 members 
Mstep: Class 18 contains 18663 members 
Mstep: Class 19 contains 14025 members 
Mstep: Class 20 contains 8435 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 102465 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26175 members 
Mstep: Class 25 contains 7417 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 27767 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4449 members 
Mstep: Class 30 contains 62768 members 
Mstep: Class 31 contains 26712 members 
Mstep: Class 32 contains 10543 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16646 members 
Mstep: Class 36 contains 19278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011824.000000 Penalty: 125895.968750
Iteration 220F: 37 clusters Score -1.130118e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 16626 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 14239 members 
Mstep: Class 5 contains 16623 members 
Mstep: Class 6 contains 418165 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 54173 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 329120 members 
Mstep: Class 18 contains 18743 members 
Mstep: Class 19 contains 14028 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 102464 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26173 members 
Mstep: Class 25 contains 7418 members 
Mstep: Class 26 contains 7628 members 
Mstep: Class 27 contains 27722 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4419 members 
Mstep: Class 30 contains 62767 members 
Mstep: Class 31 contains 26712 members 
Mstep: Class 32 contains 10544 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16643 members 
Mstep: Class 36 contains 19283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011808.000000 Penalty: 125895.968750
Iteration 221Q: 37 clusters Score -1.130118e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 16626 members 
Mstep: Class 3 contains 17926 members 
Mstep: Class 4 contains 14234 members 
Mstep: Class 5 contains 16623 members 
Mstep: Class 6 contains 418164 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 54173 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 329126 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 14030 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 8869 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26176 members 
Mstep: Class 25 contains 7420 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 27668 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4395 members 
Mstep: Class 30 contains 62770 members 
Mstep: Class 31 contains 26710 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16638 members 
Mstep: Class 36 contains 19285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011848.000000 Penalty: 125895.968750
Iteration 222Q: 37 clusters Score -1.130118e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 16628 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14226 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 54172 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26316 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 329132 members 
Mstep: Class 18 contains 18873 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8871 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26179 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 27633 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4376 members 
Mstep: Class 30 contains 62767 members 
Mstep: Class 31 contains 26710 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16638 members 
Mstep: Class 36 contains 19288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011712.000000 Penalty: 125895.968750
Iteration 223Q: 37 clusters Score -1.130117e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16627 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 14222 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418162 members 
Mstep: Class 7 contains 5088 members 
Mstep: Class 8 contains 54170 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 329140 members 
Mstep: Class 18 contains 18925 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 8872 members 
Mstep: Class 22 contains 102456 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26179 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 27598 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4362 members 
Mstep: Class 30 contains 62766 members 
Mstep: Class 31 contains 26711 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16629 members 
Mstep: Class 36 contains 19296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011760.000000 Penalty: 125895.968750
Iteration 224Q: 37 clusters Score -1.130118e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17927 members 
Mstep: Class 4 contains 14216 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 54168 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26316 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4476 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 329152 members 
Mstep: Class 18 contains 18976 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8432 members 
Mstep: Class 21 contains 8870 members 
Mstep: Class 22 contains 102454 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26179 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 27572 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4344 members 
Mstep: Class 30 contains 62761 members 
Mstep: Class 31 contains 26713 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16623 members 
Mstep: Class 36 contains 19303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011832.000000 Penalty: 125895.968750
Iteration 225Q: 37 clusters Score -1.130118e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16625 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14213 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26315 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 16 contains 5808 members 
Mstep: Class 17 contains 329158 members 
Mstep: Class 18 contains 19013 members 
Mstep: Class 19 contains 14030 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 8876 members 
Mstep: Class 22 contains 102454 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26180 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 27543 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4336 members 
Mstep: Class 30 contains 62757 members 
Mstep: Class 31 contains 26713 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16616 members 
Mstep: Class 36 contains 19309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011784.000000 Penalty: 125895.968750
Iteration 226Q: 37 clusters Score -1.130118e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 16625 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14207 members 
Mstep: Class 5 contains 16619 members 
Mstep: Class 6 contains 418160 members 
Mstep: Class 7 contains 5089 members 
Mstep: Class 8 contains 54164 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26316 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5809 members 
Mstep: Class 17 contains 329166 members 
Mstep: Class 18 contains 19038 members 
Mstep: Class 19 contains 14030 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 8876 members 
Mstep: Class 22 contains 102452 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26182 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 7630 members 
Mstep: Class 27 contains 27534 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4328 members 
Mstep: Class 30 contains 62748 members 
Mstep: Class 31 contains 26713 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16611 members 
Mstep: Class 36 contains 19313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011832.000000 Penalty: 125895.968750
Iteration 227Q: 37 clusters Score -1.130118e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14205 members 
Mstep: Class 5 contains 16619 members 
Mstep: Class 6 contains 418160 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54164 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 329179 members 
Mstep: Class 18 contains 19062 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 8877 members 
Mstep: Class 22 contains 102453 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26180 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 7629 members 
Mstep: Class 27 contains 27521 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4315 members 
Mstep: Class 30 contains 62740 members 
Mstep: Class 31 contains 26712 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16606 members 
Mstep: Class 36 contains 19316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011792.000000 Penalty: 125895.968750
Iteration 228Q: 37 clusters Score -1.130118e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 16620 members 
Mstep: Class 6 contains 418161 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54163 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26318 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 329194 members 
Mstep: Class 18 contains 19082 members 
Mstep: Class 19 contains 14030 members 
Mstep: Class 20 contains 8431 members 
Mstep: Class 21 contains 8880 members 
Mstep: Class 22 contains 102455 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26178 members 
Mstep: Class 25 contains 7423 members 
Mstep: Class 26 contains 7627 members 
Mstep: Class 27 contains 27509 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4307 members 
Mstep: Class 30 contains 62729 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16600 members 
Mstep: Class 36 contains 19316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011800.000000 Penalty: 125895.968750
Iteration 229Q: 37 clusters Score -1.130118e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16620 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54163 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26318 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5810 members 
Mstep: Class 17 contains 329206 members 
Mstep: Class 18 contains 19094 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8880 members 
Mstep: Class 22 contains 102457 members 
Mstep: Class 23 contains 1188 members 
Mstep: Class 24 contains 26180 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27492 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4304 members 
Mstep: Class 30 contains 62729 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10540 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16595 members 
Mstep: Class 36 contains 19319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011784.000000 Penalty: 125895.968750
Iteration 230Q: 37 clusters Score -1.130118e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54163 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 329218 members 
Mstep: Class 18 contains 19111 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8881 members 
Mstep: Class 22 contains 102457 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26181 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27476 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4295 members 
Mstep: Class 30 contains 62726 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16591 members 
Mstep: Class 36 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011864.000000 Penalty: 125895.968750
Iteration 231Q: 37 clusters Score -1.130119e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54164 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 329220 members 
Mstep: Class 18 contains 19122 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8880 members 
Mstep: Class 22 contains 102457 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26179 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27470 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4290 members 
Mstep: Class 30 contains 62724 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16590 members 
Mstep: Class 36 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011880.000000 Penalty: 125895.968750
Iteration 232Q: 37 clusters Score -1.130119e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 329225 members 
Mstep: Class 18 contains 19128 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8881 members 
Mstep: Class 22 contains 102456 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26179 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27465 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4285 members 
Mstep: Class 30 contains 62723 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16589 members 
Mstep: Class 36 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011936.000000 Penalty: 125895.968750
Iteration 233Q: 37 clusters Score -1.130119e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 14198 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26318 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 329227 members 
Mstep: Class 18 contains 19138 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102456 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26181 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27457 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 62722 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16588 members 
Mstep: Class 36 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011920.000000 Penalty: 125895.968750
Iteration 234Q: 37 clusters Score -1.130119e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418158 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5814 members 
Mstep: Class 17 contains 329232 members 
Mstep: Class 18 contains 19146 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102457 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26182 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27444 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 62721 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16587 members 
Mstep: Class 36 contains 19321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011904.000000 Penalty: 125895.968750
Iteration 235Q: 37 clusters Score -1.130119e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 329234 members 
Mstep: Class 18 contains 19158 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102456 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26183 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27437 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4268 members 
Mstep: Class 30 contains 62720 members 
Mstep: Class 31 contains 26714 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16586 members 
Mstep: Class 36 contains 19322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011880.000000 Penalty: 125895.968750
Iteration 236Q: 37 clusters Score -1.130119e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14199 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418157 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 329238 members 
Mstep: Class 18 contains 19167 members 
Mstep: Class 19 contains 14032 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102456 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26184 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27430 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4262 members 
Mstep: Class 30 contains 62720 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16585 members 
Mstep: Class 36 contains 19322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011928.000000 Penalty: 125895.968750
Iteration 237Q: 37 clusters Score -1.130119e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16625 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14200 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329242 members 
Mstep: Class 18 contains 19175 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102456 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27418 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4261 members 
Mstep: Class 30 contains 62720 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16585 members 
Mstep: Class 36 contains 19321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011920.000000 Penalty: 125895.968750
Iteration 238Q: 37 clusters Score -1.130119e+08 nChanged 20
Entering ConstructFrom: 
Score: -113011920.000000 Penalty: 125895.968750
Entering ConstructFrom: 
Trying to split cluster 1 (9846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Entering Unmasked Estep 
Score: -785683.250000 Penalty: 2280.315430
	Iteration 0F: 2 clusters Score -785683.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -778064.062500 Penalty: 4560.630859
	Iteration 0F: 3 clusters Score -778064.1 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -780373.250000 Penalty: 4560.630859
	Iteration 1F: 3 clusters Score -780373.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -780921.375000 Penalty: 4560.630859
	Iteration 2F: 3 clusters Score -780921.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -781656.937500 Penalty: 4560.630859
	Iteration 3F: 3 clusters Score -781656.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -782383.312500 Penalty: 4560.630859
	Iteration 4F: 3 clusters Score -782383.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -782916.500000 Penalty: 4560.630859
	Iteration 5F: 3 clusters Score -782916.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -783424.625000 Penalty: 4560.630859
	Iteration 6F: 3 clusters Score -783424.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -783855.000000 Penalty: 4560.630859
	Iteration 7F: 3 clusters Score -783855 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -784183.625000 Penalty: 4560.630859
	Iteration 8F: 3 clusters Score -784183.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -784453.500000 Penalty: 4560.630859
	Iteration 9Q: 3 clusters Score -784453.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -784662.875000 Penalty: 4560.630859
	Iteration 10Q: 3 clusters Score -784662.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -784842.062500 Penalty: 4560.630859
	Iteration 11Q: 3 clusters Score -784842.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -785016.250000 Penalty: 4560.630859
	Iteration 12Q: 3 clusters Score -785016.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -785189.750000 Penalty: 4560.630859
	Iteration 13Q: 3 clusters Score -785189.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -785346.937500 Penalty: 4560.630859
	Iteration 14Q: 3 clusters Score -785346.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -785457.625000 Penalty: 4560.630859
	Iteration 15Q: 3 clusters Score -785457.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -785555.062500 Penalty: 4560.630859
	Iteration 16Q: 3 clusters Score -785555.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -785643.625000 Penalty: 4560.630859
	Iteration 17Q: 3 clusters Score -785643.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -785741.562500 Penalty: 4560.630859
	Iteration 18Q: 3 clusters Score -785741.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -785831.187500 Penalty: 4560.630859
	Iteration 19Q: 3 clusters Score -785831.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -785907.625000 Penalty: 4560.630859
	Iteration 20F: 3 clusters Score -785907.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -785962.875000 Penalty: 4560.630859
	Iteration 21Q: 3 clusters Score -785962.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -786022.500000 Penalty: 4560.630859
	Iteration 22Q: 3 clusters Score -786022.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -786075.625000 Penalty: 4560.630859
	Iteration 23Q: 3 clusters Score -786075.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -786117.750000 Penalty: 4560.630859
	Iteration 24Q: 3 clusters Score -786117.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -786137.875000 Penalty: 4560.630859
	Iteration 25Q: 3 clusters Score -786137.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -786153.687500 Penalty: 4560.630859
	Iteration 26Q: 3 clusters Score -786153.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -786171.875000 Penalty: 4560.630859
	Iteration 27Q: 3 clusters Score -786171.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -786193.500000 Penalty: 4560.630859
	Iteration 28Q: 3 clusters Score -786193.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -786214.187500 Penalty: 4560.630859
	Iteration 29Q: 3 clusters Score -786214.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -786239.625000 Penalty: 4560.630859
	Iteration 30Q: 3 clusters Score -786239.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -786276.000000 Penalty: 4560.630859
	Iteration 31Q: 3 clusters Score -786276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -786321.312500 Penalty: 4560.630859
	Iteration 32Q: 3 clusters Score -786321.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -786356.625000 Penalty: 4560.630859
	Iteration 33Q: 3 clusters Score -786356.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -786388.062500 Penalty: 4560.630859
	Iteration 34Q: 3 clusters Score -786388.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -786423.125000 Penalty: 4560.630859
	Iteration 35Q: 3 clusters Score -786423.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -786445.750000 Penalty: 4560.630859
	Iteration 36Q: 3 clusters Score -786445.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -786463.875000 Penalty: 4560.630859
	Iteration 37Q: 3 clusters Score -786463.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -786471.187500 Penalty: 4560.630859
	Iteration 38Q: 3 clusters Score -786471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -786473.250000 Penalty: 4560.630859
	Iteration 39Q: 3 clusters Score -786473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -786471.875000 Penalty: 4560.630859
	Iteration 40F: 3 clusters Score -786471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -786475.312500 Penalty: 4560.630859
	Iteration 41Q: 3 clusters Score -786475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -786475.312500 Penalty: 4560.630859
	Iteration 42F: 3 clusters Score -786475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329245 members 
Mstep: Class 18 contains 19185 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102455 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27412 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4258 members 
Mstep: Class 30 contains 62719 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16583 members 
Mstep: Class 36 contains 19321 members 
Mstep: Class 37 contains 7877 members 
Entering Unmasked Estep 
Score: -113011312.000000 Penalty: 129393.078125
Splitting cluster 1 changes total score from -113011920.000000 to -113011312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Entering Unmasked Estep 
Score: -1330050.875000 Penalty: 2410.213623
	Iteration 0F: 2 clusters Score -1330051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1318225.750000 Penalty: 4820.427246
	Iteration 0F: 3 clusters Score -1318226 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1321986.875000 Penalty: 4820.427246
	Iteration 1F: 3 clusters Score -1321987 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1322370.000000 Penalty: 4820.427246
	Iteration 2F: 3 clusters Score -1322370 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1322677.125000 Penalty: 4820.427246
	Iteration 3Q: 3 clusters Score -1322677 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1322981.375000 Penalty: 4820.427246
	Iteration 4Q: 3 clusters Score -1322981 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1323239.250000 Penalty: 4820.427246
	Iteration 5Q: 3 clusters Score -1323239 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1323509.250000 Penalty: 4820.427246
	Iteration 6Q: 3 clusters Score -1323509 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1323799.375000 Penalty: 4820.427246
	Iteration 7Q: 3 clusters Score -1323799 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1324183.250000 Penalty: 4820.427246
	Iteration 8Q: 3 clusters Score -1324183 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1324660.875000 Penalty: 4820.427246
	Iteration 9Q: 3 clusters Score -1324661 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1325188.750000 Penalty: 4820.427246
	Iteration 10Q: 3 clusters Score -1325189 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1325713.000000 Penalty: 4820.427246
	Iteration 11Q: 3 clusters Score -1325713 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1326200.875000 Penalty: 4820.427246
	Iteration 12Q: 3 clusters Score -1326201 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1326614.625000 Penalty: 4820.427246
	Iteration 13Q: 3 clusters Score -1326615 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1326915.500000 Penalty: 4820.427246
	Iteration 14Q: 3 clusters Score -1326916 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1327104.875000 Penalty: 4820.427246
	Iteration 15Q: 3 clusters Score -1327105 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1327202.375000 Penalty: 4820.427246
	Iteration 16Q: 3 clusters Score -1327202 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1327260.375000 Penalty: 4820.427246
	Iteration 17Q: 3 clusters Score -1327260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1327293.250000 Penalty: 4820.427246
	Iteration 18Q: 3 clusters Score -1327293 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1327320.125000 Penalty: 4820.427246
	Iteration 19Q: 3 clusters Score -1327320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1327339.250000 Penalty: 4820.427246
	Iteration 20F: 3 clusters Score -1327339 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1327354.750000 Penalty: 4820.427246
	Iteration 21Q: 3 clusters Score -1327355 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1327371.750000 Penalty: 4820.427246
	Iteration 22Q: 3 clusters Score -1327372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1327386.000000 Penalty: 4820.427246
	Iteration 23Q: 3 clusters Score -1327386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1327399.875000 Penalty: 4820.427246
	Iteration 24Q: 3 clusters Score -1327400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1327414.125000 Penalty: 4820.427246
	Iteration 25Q: 3 clusters Score -1327414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1327429.375000 Penalty: 4820.427246
	Iteration 26Q: 3 clusters Score -1327429 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1327440.500000 Penalty: 4820.427246
	Iteration 27Q: 3 clusters Score -1327440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1327452.500000 Penalty: 4820.427246
	Iteration 28Q: 3 clusters Score -1327452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1327451.000000 Penalty: 4820.427246
	Iteration 29Q: 3 clusters Score -1327451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1327462.125000 Penalty: 4820.427246
	Iteration 30Q: 3 clusters Score -1327462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1327466.625000 Penalty: 4820.427246
	Iteration 31Q: 3 clusters Score -1327467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1327473.125000 Penalty: 4820.427246
	Iteration 32Q: 3 clusters Score -1327473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1327481.000000 Penalty: 4820.427246
	Iteration 33Q: 3 clusters Score -1327481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1327487.375000 Penalty: 4820.427246
	Iteration 34Q: 3 clusters Score -1327487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1327493.375000 Penalty: 4820.427246
	Iteration 35Q: 3 clusters Score -1327493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1327499.125000 Penalty: 4820.427246
	Iteration 36Q: 3 clusters Score -1327499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1327506.625000 Penalty: 4820.427246
	Iteration 37Q: 3 clusters Score -1327507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1327513.625000 Penalty: 4820.427246
	Iteration 38Q: 3 clusters Score -1327514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1327526.625000 Penalty: 4820.427246
	Iteration 39Q: 3 clusters Score -1327527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1327541.250000 Penalty: 4820.427246
	Iteration 40F: 3 clusters Score -1327541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1327547.375000 Penalty: 4820.427246
	Iteration 41Q: 3 clusters Score -1327547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1327548.875000 Penalty: 4820.427246
	Iteration 42Q: 3 clusters Score -1327549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1327556.125000 Penalty: 4820.427246
	Iteration 43Q: 3 clusters Score -1327556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1327558.250000 Penalty: 4820.427246
	Iteration 44Q: 3 clusters Score -1327558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1327566.750000 Penalty: 4820.427246
	Iteration 45Q: 3 clusters Score -1327567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1327578.625000 Penalty: 4820.427246
	Iteration 46Q: 3 clusters Score -1327579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1327587.500000 Penalty: 4820.427246
	Iteration 47Q: 3 clusters Score -1327588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1327597.875000 Penalty: 4820.427246
	Iteration 48Q: 3 clusters Score -1327598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1327607.875000 Penalty: 4820.427246
	Iteration 49Q: 3 clusters Score -1327608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1327610.500000 Penalty: 4820.427246
	Iteration 50Q: 3 clusters Score -1327610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1327626.000000 Penalty: 4820.427246
	Iteration 51Q: 3 clusters Score -1327626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1327636.250000 Penalty: 4820.427246
	Iteration 52Q: 3 clusters Score -1327636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1327644.750000 Penalty: 4820.427246
	Iteration 53Q: 3 clusters Score -1327645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1327650.750000 Penalty: 4820.427246
	Iteration 54Q: 3 clusters Score -1327651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1327659.625000 Penalty: 4820.427246
	Iteration 55Q: 3 clusters Score -1327660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1327668.250000 Penalty: 4820.427246
	Iteration 56Q: 3 clusters Score -1327668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1327674.875000 Penalty: 4820.427246
	Iteration 57Q: 3 clusters Score -1327675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1327682.250000 Penalty: 4820.427246
	Iteration 58Q: 3 clusters Score -1327682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1327688.625000 Penalty: 4820.427246
	Iteration 59Q: 3 clusters Score -1327689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1327693.000000 Penalty: 4820.427246
	Iteration 60F: 3 clusters Score -1327693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1327704.000000 Penalty: 4820.427246
	Iteration 61Q: 3 clusters Score -1327704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1327708.250000 Penalty: 4820.427246
	Iteration 62Q: 3 clusters Score -1327708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1327721.500000 Penalty: 4820.427246
	Iteration 63Q: 3 clusters Score -1327722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1327731.375000 Penalty: 4820.427246
	Iteration 64Q: 3 clusters Score -1327731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1327740.500000 Penalty: 4820.427246
	Iteration 65Q: 3 clusters Score -1327740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1327741.750000 Penalty: 4820.427246
	Iteration 66Q: 3 clusters Score -1327742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1327755.375000 Penalty: 4820.427246
	Iteration 67Q: 3 clusters Score -1327755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1327775.875000 Penalty: 4820.427246
	Iteration 68Q: 3 clusters Score -1327776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1327788.375000 Penalty: 4820.427246
	Iteration 69Q: 3 clusters Score -1327788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1327805.375000 Penalty: 4820.427246
	Iteration 70Q: 3 clusters Score -1327805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1327816.500000 Penalty: 4820.427246
	Iteration 71Q: 3 clusters Score -1327816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1327830.000000 Penalty: 4820.427246
	Iteration 72Q: 3 clusters Score -1327830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1327849.875000 Penalty: 4820.427246
	Iteration 73Q: 3 clusters Score -1327850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1327866.000000 Penalty: 4820.427246
	Iteration 74Q: 3 clusters Score -1327866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1327896.625000 Penalty: 4820.427246
	Iteration 75Q: 3 clusters Score -1327897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1327934.500000 Penalty: 4820.427246
	Iteration 76Q: 3 clusters Score -1327934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1327972.250000 Penalty: 4820.427246
	Iteration 77Q: 3 clusters Score -1327972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1328015.250000 Penalty: 4820.427246
	Iteration 78Q: 3 clusters Score -1328015 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1328054.875000 Penalty: 4820.427246
	Iteration 79Q: 3 clusters Score -1328055 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1328092.750000 Penalty: 4820.427246
	Iteration 80F: 3 clusters Score -1328093 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1328131.750000 Penalty: 4820.427246
	Iteration 81Q: 3 clusters Score -1328132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1328166.250000 Penalty: 4820.427246
	Iteration 82Q: 3 clusters Score -1328166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1328194.125000 Penalty: 4820.427246
	Iteration 83Q: 3 clusters Score -1328194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1328215.375000 Penalty: 4820.427246
	Iteration 84Q: 3 clusters Score -1328215 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1328246.750000 Penalty: 4820.427246
	Iteration 85Q: 3 clusters Score -1328247 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1328273.250000 Penalty: 4820.427246
	Iteration 86Q: 3 clusters Score -1328273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1328302.875000 Penalty: 4820.427246
	Iteration 87Q: 3 clusters Score -1328303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1328335.125000 Penalty: 4820.427246
	Iteration 88Q: 3 clusters Score -1328335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1328359.500000 Penalty: 4820.427246
	Iteration 89Q: 3 clusters Score -1328360 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1328391.000000 Penalty: 4820.427246
	Iteration 90Q: 3 clusters Score -1328391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1328447.375000 Penalty: 4820.427246
	Iteration 91Q: 3 clusters Score -1328447 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1328503.000000 Penalty: 4820.427246
	Iteration 92Q: 3 clusters Score -1328503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1328547.250000 Penalty: 4820.427246
	Iteration 93Q: 3 clusters Score -1328547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1328590.500000 Penalty: 4820.427246
	Iteration 94Q: 3 clusters Score -1328590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1328624.250000 Penalty: 4820.427246
	Iteration 95Q: 3 clusters Score -1328624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1328648.750000 Penalty: 4820.427246
	Iteration 96Q: 3 clusters Score -1328649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1328665.250000 Penalty: 4820.427246
	Iteration 97Q: 3 clusters Score -1328665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1328671.500000 Penalty: 4820.427246
	Iteration 98Q: 3 clusters Score -1328672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1328682.375000 Penalty: 4820.427246
	Iteration 99Q: 3 clusters Score -1328682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1328690.375000 Penalty: 4820.427246
	Iteration 100F: 3 clusters Score -1328690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1328696.625000 Penalty: 4820.427246
	Iteration 101Q: 3 clusters Score -1328697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1328702.500000 Penalty: 4820.427246
	Iteration 102Q: 3 clusters Score -1328702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1328703.000000 Penalty: 4820.427246
	Iteration 103Q: 3 clusters Score -1328703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1328705.375000 Penalty: 4820.427246
	Iteration 104Q: 3 clusters Score -1328705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1328708.750000 Penalty: 4820.427246
	Iteration 105Q: 3 clusters Score -1328709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1328710.125000 Penalty: 4820.427246
	Iteration 106Q: 3 clusters Score -1328710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1328714.500000 Penalty: 4820.427246
	Iteration 107Q: 3 clusters Score -1328714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1328711.750000 Penalty: 4820.427246
	Iteration 108Q: 3 clusters Score -1328712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1328714.000000 Penalty: 4820.427246
	Iteration 109Q: 3 clusters Score -1328714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1328713.500000 Penalty: 4820.427246
	Iteration 110Q: 3 clusters Score -1328714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1328715.750000 Penalty: 4820.427246
	Iteration 111Q: 3 clusters Score -1328716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1328718.375000 Penalty: 4820.427246
	Iteration 112Q: 3 clusters Score -1328718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1328718.500000 Penalty: 4820.427246
	Iteration 113Q: 3 clusters Score -1328718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1328722.125000 Penalty: 4820.427246
	Iteration 114Q: 3 clusters Score -1328722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1328722.625000 Penalty: 4820.427246
	Iteration 115Q: 3 clusters Score -1328723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1328719.750000 Penalty: 4820.427246
	Iteration 116Q: 3 clusters Score -1328720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1328720.375000 Penalty: 4820.427246
	Iteration 117Q: 3 clusters Score -1328720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1328720.250000 Penalty: 4820.427246
	Iteration 118Q: 3 clusters Score -1328720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1328720.250000 Penalty: 4820.427246
	Iteration 119F: 3 clusters Score -1328720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Entering Unmasked Estep 
Score: -1614016.500000 Penalty: 2428.941406
	Iteration 0F: 2 clusters Score -1614016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1601280.375000 Penalty: 4857.882812
	Iteration 0F: 3 clusters Score -1601280 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1605489.875000 Penalty: 4857.882812
	Iteration 1F: 3 clusters Score -1605490 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1605826.875000 Penalty: 4857.882812
	Iteration 2Q: 3 clusters Score -1605827 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1606190.375000 Penalty: 4857.882812
	Iteration 3Q: 3 clusters Score -1606190 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1606748.250000 Penalty: 4857.882812
	Iteration 4Q: 3 clusters Score -1606748 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1607748.625000 Penalty: 4857.882812
	Iteration 5F: 3 clusters Score -1607749 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1609097.000000 Penalty: 4857.882812
	Iteration 6F: 3 clusters Score -1609097 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1610489.250000 Penalty: 4857.882812
	Iteration 7F: 3 clusters Score -1610489 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1611748.500000 Penalty: 4857.882812
	Iteration 8F: 3 clusters Score -1611748 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1612706.000000 Penalty: 4857.882812
	Iteration 9F: 3 clusters Score -1612706 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1613376.250000 Penalty: 4857.882812
	Iteration 10F: 3 clusters Score -1613376 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1613763.625000 Penalty: 4857.882812
	Iteration 11Q: 3 clusters Score -1613764 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1614002.875000 Penalty: 4857.882812
	Iteration 12Q: 3 clusters Score -1614003 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1614157.125000 Penalty: 4857.882812
	Iteration 13Q: 3 clusters Score -1614157 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1614246.625000 Penalty: 4857.882812
	Iteration 14Q: 3 clusters Score -1614247 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1614320.500000 Penalty: 4857.882812
	Iteration 15Q: 3 clusters Score -1614320 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1614363.500000 Penalty: 4857.882812
	Iteration 16Q: 3 clusters Score -1614364 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1614399.500000 Penalty: 4857.882812
	Iteration 17Q: 3 clusters Score -1614400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1614429.875000 Penalty: 4857.882812
	Iteration 18Q: 3 clusters Score -1614430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1614461.125000 Penalty: 4857.882812
	Iteration 19Q: 3 clusters Score -1614461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1614478.750000 Penalty: 4857.882812
	Iteration 20F: 3 clusters Score -1614479 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1614491.125000 Penalty: 4857.882812
	Iteration 21Q: 3 clusters Score -1614491 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1614509.250000 Penalty: 4857.882812
	Iteration 22Q: 3 clusters Score -1614509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1614526.250000 Penalty: 4857.882812
	Iteration 23Q: 3 clusters Score -1614526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1614547.000000 Penalty: 4857.882812
	Iteration 24Q: 3 clusters Score -1614547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1614565.500000 Penalty: 4857.882812
	Iteration 25Q: 3 clusters Score -1614566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1614582.625000 Penalty: 4857.882812
	Iteration 26Q: 3 clusters Score -1614583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1614593.500000 Penalty: 4857.882812
	Iteration 27Q: 3 clusters Score -1614594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1614601.500000 Penalty: 4857.882812
	Iteration 28Q: 3 clusters Score -1614602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1614616.625000 Penalty: 4857.882812
	Iteration 29Q: 3 clusters Score -1614617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1614626.125000 Penalty: 4857.882812
	Iteration 30Q: 3 clusters Score -1614626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1614632.000000 Penalty: 4857.882812
	Iteration 31Q: 3 clusters Score -1614632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1614641.125000 Penalty: 4857.882812
	Iteration 32Q: 3 clusters Score -1614641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1614645.875000 Penalty: 4857.882812
	Iteration 33Q: 3 clusters Score -1614646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1614650.875000 Penalty: 4857.882812
	Iteration 34Q: 3 clusters Score -1614651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1614657.125000 Penalty: 4857.882812
	Iteration 35Q: 3 clusters Score -1614657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1614656.375000 Penalty: 4857.882812
	Iteration 36Q: 3 clusters Score -1614656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1614660.750000 Penalty: 4857.882812
	Iteration 37Q: 3 clusters Score -1614661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1614667.500000 Penalty: 4857.882812
	Iteration 38Q: 3 clusters Score -1614668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1614670.500000 Penalty: 4857.882812
	Iteration 39Q: 3 clusters Score -1614670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1614673.125000 Penalty: 4857.882812
	Iteration 40F: 3 clusters Score -1614673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1614680.000000 Penalty: 4857.882812
	Iteration 41Q: 3 clusters Score -1614680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1614682.250000 Penalty: 4857.882812
	Iteration 42Q: 3 clusters Score -1614682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1614686.000000 Penalty: 4857.882812
	Iteration 43Q: 3 clusters Score -1614686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1614682.250000 Penalty: 4857.882812
	Iteration 44Q: 3 clusters Score -1614682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1614683.125000 Penalty: 4857.882812
	Iteration 45Q: 3 clusters Score -1614683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1614683.250000 Penalty: 4857.882812
	Iteration 46Q: 3 clusters Score -1614683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1614689.125000 Penalty: 4857.882812
	Iteration 47Q: 3 clusters Score -1614689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1614693.500000 Penalty: 4857.882812
	Iteration 48Q: 3 clusters Score -1614694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1614692.625000 Penalty: 4857.882812
	Iteration 49Q: 3 clusters Score -1614693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1614691.000000 Penalty: 4857.882812
	Iteration 50Q: 3 clusters Score -1614691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1614692.375000 Penalty: 4857.882812
	Iteration 51Q: 3 clusters Score -1614692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1614691.125000 Penalty: 4857.882812
	Iteration 52Q: 3 clusters Score -1614691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1614691.125000 Penalty: 4857.882812
	Iteration 53F: 3 clusters Score -1614691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 13495 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329245 members 
Mstep: Class 18 contains 19185 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102455 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27412 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4258 members 
Mstep: Class 30 contains 62719 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16583 members 
Mstep: Class 36 contains 19321 members 
Mstep: Class 37 contains 4433 members 
Entering Unmasked Estep 
Score: -113011704.000000 Penalty: 129393.078125
Splitting cluster 3 changes total score from -113011920.000000 to -113011704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Entering Unmasked Estep 
Score: -1228735.125000 Penalty: 2371.144775
	Iteration 0F: 2 clusters Score -1228735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1218474.750000 Penalty: 4742.289551
	Iteration 0F: 3 clusters Score -1218475 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1221773.125000 Penalty: 4742.289551
	Iteration 1F: 3 clusters Score -1221773 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1222190.625000 Penalty: 4742.289551
	Iteration 2F: 3 clusters Score -1222191 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1222554.375000 Penalty: 4742.289551
	Iteration 3F: 3 clusters Score -1222554 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1222991.875000 Penalty: 4742.289551
	Iteration 4Q: 3 clusters Score -1222992 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1223544.875000 Penalty: 4742.289551
	Iteration 5F: 3 clusters Score -1223545 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1224151.250000 Penalty: 4742.289551
	Iteration 6F: 3 clusters Score -1224151 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1224749.750000 Penalty: 4742.289551
	Iteration 7F: 3 clusters Score -1224750 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1225319.500000 Penalty: 4742.289551
	Iteration 8F: 3 clusters Score -1225320 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1225780.500000 Penalty: 4742.289551
	Iteration 9Q: 3 clusters Score -1225780 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1226129.500000 Penalty: 4742.289551
	Iteration 10Q: 3 clusters Score -1226130 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1226358.750000 Penalty: 4742.289551
	Iteration 11Q: 3 clusters Score -1226359 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1226499.125000 Penalty: 4742.289551
	Iteration 12Q: 3 clusters Score -1226499 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1226594.000000 Penalty: 4742.289551
	Iteration 13Q: 3 clusters Score -1226594 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1226664.000000 Penalty: 4742.289551
	Iteration 14Q: 3 clusters Score -1226664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1226696.250000 Penalty: 4742.289551
	Iteration 15Q: 3 clusters Score -1226696 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1226712.500000 Penalty: 4742.289551
	Iteration 16Q: 3 clusters Score -1226712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1226730.750000 Penalty: 4742.289551
	Iteration 17Q: 3 clusters Score -1226731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1226744.250000 Penalty: 4742.289551
	Iteration 18Q: 3 clusters Score -1226744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1226755.250000 Penalty: 4742.289551
	Iteration 19Q: 3 clusters Score -1226755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1226760.500000 Penalty: 4742.289551
	Iteration 20F: 3 clusters Score -1226760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1226771.625000 Penalty: 4742.289551
	Iteration 21Q: 3 clusters Score -1226772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1226779.250000 Penalty: 4742.289551
	Iteration 22Q: 3 clusters Score -1226779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1226786.250000 Penalty: 4742.289551
	Iteration 23Q: 3 clusters Score -1226786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1226790.625000 Penalty: 4742.289551
	Iteration 24Q: 3 clusters Score -1226791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1226794.375000 Penalty: 4742.289551
	Iteration 25Q: 3 clusters Score -1226794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1226800.500000 Penalty: 4742.289551
	Iteration 26Q: 3 clusters Score -1226800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1226798.625000 Penalty: 4742.289551
	Iteration 27Q: 3 clusters Score -1226799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1226808.875000 Penalty: 4742.289551
	Iteration 28Q: 3 clusters Score -1226809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1226807.625000 Penalty: 4742.289551
	Iteration 29Q: 3 clusters Score -1226808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1226807.875000 Penalty: 4742.289551
	Iteration 30Q: 3 clusters Score -1226808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1226808.125000 Penalty: 4742.289551
	Iteration 31Q: 3 clusters Score -1226808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1226808.625000 Penalty: 4742.289551
	Iteration 32Q: 3 clusters Score -1226809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1226811.000000 Penalty: 4742.289551
	Iteration 33Q: 3 clusters Score -1226811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1226809.250000 Penalty: 4742.289551
	Iteration 34Q: 3 clusters Score -1226809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1226810.625000 Penalty: 4742.289551
	Iteration 35Q: 3 clusters Score -1226811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1226810.625000 Penalty: 4742.289551
	Iteration 36F: 3 clusters Score -1226811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Entering Unmasked Estep 
Score: -1463373.750000 Penalty: 2410.183594
	Iteration 0F: 2 clusters Score -1463374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1451396.625000 Penalty: 4820.367188
	Iteration 0F: 3 clusters Score -1451397 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1455236.500000 Penalty: 4820.367188
	Iteration 1F: 3 clusters Score -1455236 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1455572.500000 Penalty: 4820.367188
	Iteration 2F: 3 clusters Score -1455572 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1455823.000000 Penalty: 4820.367188
	Iteration 3Q: 3 clusters Score -1455823 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1455996.750000 Penalty: 4820.367188
	Iteration 4Q: 3 clusters Score -1455997 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1456136.250000 Penalty: 4820.367188
	Iteration 5Q: 3 clusters Score -1456136 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1456263.500000 Penalty: 4820.367188
	Iteration 6Q: 3 clusters Score -1456264 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1456398.625000 Penalty: 4820.367188
	Iteration 7Q: 3 clusters Score -1456399 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1456529.125000 Penalty: 4820.367188
	Iteration 8Q: 3 clusters Score -1456529 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1456648.625000 Penalty: 4820.367188
	Iteration 9Q: 3 clusters Score -1456649 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1456774.750000 Penalty: 4820.367188
	Iteration 10Q: 3 clusters Score -1456775 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1456900.125000 Penalty: 4820.367188
	Iteration 11Q: 3 clusters Score -1456900 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1457066.125000 Penalty: 4820.367188
	Iteration 12Q: 3 clusters Score -1457066 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1457232.250000 Penalty: 4820.367188
	Iteration 13Q: 3 clusters Score -1457232 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1457431.875000 Penalty: 4820.367188
	Iteration 14Q: 3 clusters Score -1457432 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1457675.375000 Penalty: 4820.367188
	Iteration 15Q: 3 clusters Score -1457675 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1457957.500000 Penalty: 4820.367188
	Iteration 16Q: 3 clusters Score -1457958 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1458291.875000 Penalty: 4820.367188
	Iteration 17Q: 3 clusters Score -1458292 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1458651.625000 Penalty: 4820.367188
	Iteration 18Q: 3 clusters Score -1458652 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1459014.500000 Penalty: 4820.367188
	Iteration 19Q: 3 clusters Score -1459014 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1459288.000000 Penalty: 4820.367188
	Iteration 20F: 3 clusters Score -1459288 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1459464.625000 Penalty: 4820.367188
	Iteration 21Q: 3 clusters Score -1459465 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1459604.625000 Penalty: 4820.367188
	Iteration 22Q: 3 clusters Score -1459605 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1459690.500000 Penalty: 4820.367188
	Iteration 23Q: 3 clusters Score -1459690 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1459751.875000 Penalty: 4820.367188
	Iteration 24Q: 3 clusters Score -1459752 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1459790.250000 Penalty: 4820.367188
	Iteration 25Q: 3 clusters Score -1459790 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1459809.000000 Penalty: 4820.367188
	Iteration 26Q: 3 clusters Score -1459809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1459827.875000 Penalty: 4820.367188
	Iteration 27Q: 3 clusters Score -1459828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1459839.375000 Penalty: 4820.367188
	Iteration 28Q: 3 clusters Score -1459839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1459848.250000 Penalty: 4820.367188
	Iteration 29Q: 3 clusters Score -1459848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1459865.625000 Penalty: 4820.367188
	Iteration 30Q: 3 clusters Score -1459866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1459866.000000 Penalty: 4820.367188
	Iteration 31Q: 3 clusters Score -1459866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1459869.500000 Penalty: 4820.367188
	Iteration 32Q: 3 clusters Score -1459870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1459873.750000 Penalty: 4820.367188
	Iteration 33Q: 3 clusters Score -1459874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1459875.125000 Penalty: 4820.367188
	Iteration 34Q: 3 clusters Score -1459875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1459882.000000 Penalty: 4820.367188
	Iteration 35Q: 3 clusters Score -1459882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1459883.500000 Penalty: 4820.367188
	Iteration 36Q: 3 clusters Score -1459884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1459884.250000 Penalty: 4820.367188
	Iteration 37Q: 3 clusters Score -1459884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1459888.250000 Penalty: 4820.367188
	Iteration 38Q: 3 clusters Score -1459888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1459889.625000 Penalty: 4820.367188
	Iteration 39Q: 3 clusters Score -1459890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1459894.250000 Penalty: 4820.367188
	Iteration 40F: 3 clusters Score -1459894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1459893.125000 Penalty: 4820.367188
	Iteration 41Q: 3 clusters Score -1459893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1459893.875000 Penalty: 4820.367188
	Iteration 42Q: 3 clusters Score -1459894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1459896.875000 Penalty: 4820.367188
	Iteration 43Q: 3 clusters Score -1459897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1459899.250000 Penalty: 4820.367188
	Iteration 44Q: 3 clusters Score -1459899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1459904.000000 Penalty: 4820.367188
	Iteration 45Q: 3 clusters Score -1459904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1459902.750000 Penalty: 4820.367188
	Iteration 46Q: 3 clusters Score -1459903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1459906.125000 Penalty: 4820.367188
	Iteration 47Q: 3 clusters Score -1459906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1459906.875000 Penalty: 4820.367188
	Iteration 48Q: 3 clusters Score -1459907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1459905.250000 Penalty: 4820.367188
	Iteration 49Q: 3 clusters Score -1459905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1459905.125000 Penalty: 4820.367188
	Iteration 50Q: 3 clusters Score -1459905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1459906.500000 Penalty: 4820.367188
	Iteration 51Q: 3 clusters Score -1459906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1459908.250000 Penalty: 4820.367188
	Iteration 52Q: 3 clusters Score -1459908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1459908.625000 Penalty: 4820.367188
	Iteration 53Q: 3 clusters Score -1459909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1459908.625000 Penalty: 4820.367188
	Iteration 54F: 3 clusters Score -1459909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418156 members 
Entering Unmasked Estep 
Score: -36909124.000000 Penalty: 3210.015381
	Iteration 0F: 2 clusters Score -3.690912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209345 members 
Mstep: Class 2 contains 208811 members 
Entering Unmasked Estep 
Score: -36626992.000000 Penalty: 6420.030762
	Iteration 0F: 3 clusters Score -3.662699e+07 nChanged 203334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217121 members 
Mstep: Class 2 contains 201035 members 
Entering Unmasked Estep 
Score: -36747836.000000 Penalty: 6420.030762
	Iteration 1F: 3 clusters Score -3.674784e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222402 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -36749284.000000 Penalty: 6420.030762
	Iteration 2Q: 3 clusters Score -3.674928e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230961 members 
Mstep: Class 2 contains 187195 members 
Entering Unmasked Estep 
Score: -36752372.000000 Penalty: 6420.030762
	Iteration 3Q: 3 clusters Score -3.675237e+07 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244652 members 
Mstep: Class 2 contains 173504 members 
Entering Unmasked Estep 
Score: -36758348.000000 Penalty: 6420.030762
	Iteration 4Q: 3 clusters Score -3.675835e+07 nChanged 23574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266080 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -36770984.000000 Penalty: 6420.030762
	Iteration 5F: 3 clusters Score -3.677098e+07 nChanged 32259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296349 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -36794284.000000 Penalty: 6420.030762
	Iteration 6F: 3 clusters Score -3.679428e+07 nChanged 38100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332793 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -36828488.000000 Penalty: 6420.030762
	Iteration 7F: 3 clusters Score -3.682849e+07 nChanged 35172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366967 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -36862112.000000 Penalty: 6420.030762
	Iteration 8F: 3 clusters Score -3.686211e+07 nChanged 24354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390815 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -36884640.000000 Penalty: 6420.030762
	Iteration 9F: 3 clusters Score -3.688464e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404264 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -36896116.000000 Penalty: 6420.030762
	Iteration 10Q: 3 clusters Score -3.689612e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411018 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -36901616.000000 Penalty: 6420.030762
	Iteration 11Q: 3 clusters Score -3.690162e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414178 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -36904268.000000 Penalty: 6420.030762
	Iteration 12Q: 3 clusters Score -3.690427e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415541 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -36905312.000000 Penalty: 6420.030762
	Iteration 13Q: 3 clusters Score -3.690531e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416147 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -36905740.000000 Penalty: 6420.030762
	Iteration 14Q: 3 clusters Score -3.690574e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416461 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -36905984.000000 Penalty: 6420.030762
	Iteration 15Q: 3 clusters Score -3.690598e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416641 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -36906112.000000 Penalty: 6420.030762
	Iteration 16Q: 3 clusters Score -3.690611e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416751 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -36906288.000000 Penalty: 6420.030762
	Iteration 17Q: 3 clusters Score -3.690629e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416830 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -36906336.000000 Penalty: 6420.030762
	Iteration 18Q: 3 clusters Score -3.690634e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416887 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -36906384.000000 Penalty: 6420.030762
	Iteration 19Q: 3 clusters Score -3.690638e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -36906452.000000 Penalty: 6420.030762
	Iteration 20F: 3 clusters Score -3.690645e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416961 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -36906500.000000 Penalty: 6420.030762
	Iteration 21Q: 3 clusters Score -3.69065e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416985 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -36906560.000000 Penalty: 6420.030762
	Iteration 22Q: 3 clusters Score -3.690656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416989 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -36906576.000000 Penalty: 6420.030762
	Iteration 23Q: 3 clusters Score -3.690658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417006 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -36906536.000000 Penalty: 6420.030762
	Iteration 24Q: 3 clusters Score -3.690654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417021 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -36906560.000000 Penalty: 6420.030762
	Iteration 25Q: 3 clusters Score -3.690656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417030 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -36906540.000000 Penalty: 6420.030762
	Iteration 26Q: 3 clusters Score -3.690654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417036 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -36906564.000000 Penalty: 6420.030762
	Iteration 27Q: 3 clusters Score -3.690656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417041 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -36906604.000000 Penalty: 6420.030762
	Iteration 28Q: 3 clusters Score -3.69066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417051 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -36906596.000000 Penalty: 6420.030762
	Iteration 29Q: 3 clusters Score -3.69066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417054 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -36906596.000000 Penalty: 6420.030762
	Iteration 30Q: 3 clusters Score -3.69066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417065 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -36906588.000000 Penalty: 6420.030762
	Iteration 31Q: 3 clusters Score -3.690659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417075 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -36906584.000000 Penalty: 6420.030762
	Iteration 32Q: 3 clusters Score -3.690658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417084 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -36906588.000000 Penalty: 6420.030762
	Iteration 33Q: 3 clusters Score -3.690659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417088 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -36906560.000000 Penalty: 6420.030762
	Iteration 34Q: 3 clusters Score -3.690656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417091 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -36906572.000000 Penalty: 6420.030762
	Iteration 35Q: 3 clusters Score -3.690657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417092 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -36906572.000000 Penalty: 6420.030762
	Iteration 36Q: 3 clusters Score -3.690657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417092 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -36906588.000000 Penalty: 6420.030762
	Iteration 37Q: 3 clusters Score -3.690659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417095 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -36906592.000000 Penalty: 6420.030762
	Iteration 38Q: 3 clusters Score -3.690659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417097 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -36906584.000000 Penalty: 6420.030762
	Iteration 39Q: 3 clusters Score -3.690658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417100 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -36906576.000000 Penalty: 6420.030762
	Iteration 40F: 3 clusters Score -3.690658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417099 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -36906580.000000 Penalty: 6420.030762
	Iteration 41Q: 3 clusters Score -3.690658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417098 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -36906596.000000 Penalty: 6420.030762
	Iteration 42Q: 3 clusters Score -3.69066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417102 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -36906580.000000 Penalty: 6420.030762
	Iteration 43Q: 3 clusters Score -3.690658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417105 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -36906576.000000 Penalty: 6420.030762
	Iteration 44Q: 3 clusters Score -3.690658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417104 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -36906588.000000 Penalty: 6420.030762
	Iteration 45Q: 3 clusters Score -3.690659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417106 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -36906592.000000 Penalty: 6420.030762
	Iteration 46Q: 3 clusters Score -3.690659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417111 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -36906584.000000 Penalty: 6420.030762
	Iteration 47Q: 3 clusters Score -3.690658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417112 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -36906616.000000 Penalty: 6420.030762
	Iteration 48Q: 3 clusters Score -3.690662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417114 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -36906600.000000 Penalty: 6420.030762
	Iteration 49Q: 3 clusters Score -3.69066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417115 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -36906592.000000 Penalty: 6420.030762
	Iteration 50Q: 3 clusters Score -3.690659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417119 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -36906576.000000 Penalty: 6420.030762
	Iteration 51Q: 3 clusters Score -3.690658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417120 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -36906572.000000 Penalty: 6420.030762
	Iteration 52Q: 3 clusters Score -3.690657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417128 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -36906608.000000 Penalty: 6420.030762
	Iteration 53Q: 3 clusters Score -3.690661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417132 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -36906612.000000 Penalty: 6420.030762
	Iteration 54Q: 3 clusters Score -3.690661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417133 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -36906616.000000 Penalty: 6420.030762
	Iteration 55Q: 3 clusters Score -3.690662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417138 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -36906620.000000 Penalty: 6420.030762
	Iteration 56Q: 3 clusters Score -3.690662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417139 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -36906620.000000 Penalty: 6420.030762
	Iteration 57Q: 3 clusters Score -3.690662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417143 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -36906616.000000 Penalty: 6420.030762
	Iteration 58Q: 3 clusters Score -3.690662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417145 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -36906620.000000 Penalty: 6420.030762
	Iteration 59Q: 3 clusters Score -3.690662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417147 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -36906656.000000 Penalty: 6420.030762
	Iteration 60F: 3 clusters Score -3.690666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417145 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -36906636.000000 Penalty: 6420.030762
	Iteration 61Q: 3 clusters Score -3.690664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417145 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -36906636.000000 Penalty: 6420.030762
	Iteration 62Q: 3 clusters Score -3.690664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417144 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -36906652.000000 Penalty: 6420.030762
	Iteration 63Q: 3 clusters Score -3.690665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417144 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -36906640.000000 Penalty: 6420.030762
	Iteration 64Q: 3 clusters Score -3.690664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417145 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -36906660.000000 Penalty: 6420.030762
	Iteration 65Q: 3 clusters Score -3.690666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417148 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -36906672.000000 Penalty: 6420.030762
	Iteration 66Q: 3 clusters Score -3.690667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417149 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -36906660.000000 Penalty: 6420.030762
	Iteration 67Q: 3 clusters Score -3.690666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417150 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -36906644.000000 Penalty: 6420.030762
	Iteration 68Q: 3 clusters Score -3.690664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417153 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -36906628.000000 Penalty: 6420.030762
	Iteration 69Q: 3 clusters Score -3.690663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417153 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -36906604.000000 Penalty: 6420.030762
	Iteration 70Q: 3 clusters Score -3.69066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417152 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -36906616.000000 Penalty: 6420.030762
	Iteration 71Q: 3 clusters Score -3.690662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417154 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -36906628.000000 Penalty: 6420.030762
	Iteration 72Q: 3 clusters Score -3.690663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417153 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -36906644.000000 Penalty: 6420.030762
	Iteration 73Q: 3 clusters Score -3.690664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417154 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -36906632.000000 Penalty: 6420.030762
	Iteration 74Q: 3 clusters Score -3.690663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417156 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -36906636.000000 Penalty: 6420.030762
	Iteration 75Q: 3 clusters Score -3.690664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417156 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -36906652.000000 Penalty: 6420.030762
	Iteration 76Q: 3 clusters Score -3.690665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417157 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -36906664.000000 Penalty: 6420.030762
	Iteration 77Q: 3 clusters Score -3.690666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417159 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -36906656.000000 Penalty: 6420.030762
	Iteration 78Q: 3 clusters Score -3.690666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417161 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -36906668.000000 Penalty: 6420.030762
	Iteration 79Q: 3 clusters Score -3.690667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417163 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -36906664.000000 Penalty: 6420.030762
	Iteration 80F: 3 clusters Score -3.690666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417164 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -36906656.000000 Penalty: 6420.030762
	Iteration 81Q: 3 clusters Score -3.690666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417163 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -36906668.000000 Penalty: 6420.030762
	Iteration 82Q: 3 clusters Score -3.690667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417160 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -36906676.000000 Penalty: 6420.030762
	Iteration 83Q: 3 clusters Score -3.690668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417161 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -36906676.000000 Penalty: 6420.030762
	Iteration 84Q: 3 clusters Score -3.690668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417161 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -36906676.000000 Penalty: 6420.030762
	Iteration 85F: 3 clusters Score -3.690668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -404652.343750 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -404652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -400112.187500 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -400112.2 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -401317.937500 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -401317.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -401612.375000 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -401612.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -401821.031250 Penalty: 4233.474121
	Iteration 3F: 3 clusters Score -401821 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -402042.875000 Penalty: 4233.474121
	Iteration 4Q: 3 clusters Score -402042.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -402231.250000 Penalty: 4233.474121
	Iteration 5Q: 3 clusters Score -402231.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -402400.406250 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -402400.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -402573.968750 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -402574 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -402755.656250 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -402755.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -402901.531250 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -402901.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -403017.093750 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -403017.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -403108.000000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -403108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -403158.093750 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -403158.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -403190.781250 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -403190.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -403216.187500 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -403216.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -403234.968750 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -403235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -403248.312500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -403248.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -403255.625000 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -403255.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -403261.281250 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -403261.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -403264.687500 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -403264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -403267.093750 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -403267.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -403270.406250 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -403270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -403272.250000 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -403272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -403273.218750 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -403273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -403273.875000 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -403273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -403274.281250 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -403274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -403274.906250 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -403274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -403274.906250 Penalty: 4233.474121
	Iteration 27F: 3 clusters Score -403274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Entering Unmasked Estep 
Score: -4836150.000000 Penalty: 2703.147949
	Iteration 0F: 2 clusters Score -4836150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4799778.500000 Penalty: 5406.295898
	Iteration 0F: 3 clusters Score -4799778 nChanged 25013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -4813608.500000 Penalty: 5406.295898
	Iteration 1F: 3 clusters Score -4813608 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -4814158.500000 Penalty: 5406.295898
	Iteration 2Q: 3 clusters Score -4814158 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4814794.500000 Penalty: 5406.295898
	Iteration 3Q: 3 clusters Score -4814794 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4815566.000000 Penalty: 5406.295898
	Iteration 4Q: 3 clusters Score -4815566 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4816677.000000 Penalty: 5406.295898
	Iteration 5Q: 3 clusters Score -4816677 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4818270.000000 Penalty: 5406.295898
	Iteration 6F: 3 clusters Score -4818270 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4820454.500000 Penalty: 5406.295898
	Iteration 7F: 3 clusters Score -4820454 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4823443.000000 Penalty: 5406.295898
	Iteration 8F: 3 clusters Score -4823443 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -4826555.500000 Penalty: 5406.295898
	Iteration 9F: 3 clusters Score -4826556 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -4829373.500000 Penalty: 5406.295898
	Iteration 10F: 3 clusters Score -4829374 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4831359.500000 Penalty: 5406.295898
	Iteration 11Q: 3 clusters Score -4831360 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4832373.500000 Penalty: 5406.295898
	Iteration 12Q: 3 clusters Score -4832374 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4833021.500000 Penalty: 5406.295898
	Iteration 13Q: 3 clusters Score -4833022 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4833464.000000 Penalty: 5406.295898
	Iteration 14Q: 3 clusters Score -4833464 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4833792.500000 Penalty: 5406.295898
	Iteration 15Q: 3 clusters Score -4833792 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4834066.500000 Penalty: 5406.295898
	Iteration 16Q: 3 clusters Score -4834066 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4834221.500000 Penalty: 5406.295898
	Iteration 17Q: 3 clusters Score -4834222 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4834340.000000 Penalty: 5406.295898
	Iteration 18Q: 3 clusters Score -4834340 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4834418.500000 Penalty: 5406.295898
	Iteration 19Q: 3 clusters Score -4834418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4834445.500000 Penalty: 5406.295898
	Iteration 20F: 3 clusters Score -4834446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4834454.500000 Penalty: 5406.295898
	Iteration 21Q: 3 clusters Score -4834454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4834465.000000 Penalty: 5406.295898
	Iteration 22Q: 3 clusters Score -4834465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4834467.500000 Penalty: 5406.295898
	Iteration 23Q: 3 clusters Score -4834468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4834471.000000 Penalty: 5406.295898
	Iteration 24Q: 3 clusters Score -4834471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4834480.000000 Penalty: 5406.295898
	Iteration 25Q: 3 clusters Score -4834480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4834491.500000 Penalty: 5406.295898
	Iteration 26Q: 3 clusters Score -4834492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4834490.500000 Penalty: 5406.295898
	Iteration 27Q: 3 clusters Score -4834490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4834481.500000 Penalty: 5406.295898
	Iteration 28Q: 3 clusters Score -4834482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4834488.000000 Penalty: 5406.295898
	Iteration 29Q: 3 clusters Score -4834488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4834490.000000 Penalty: 5406.295898
	Iteration 30Q: 3 clusters Score -4834490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4834492.000000 Penalty: 5406.295898
	Iteration 31Q: 3 clusters Score -4834492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4834501.500000 Penalty: 5406.295898
	Iteration 32Q: 3 clusters Score -4834502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4834502.500000 Penalty: 5406.295898
	Iteration 33Q: 3 clusters Score -4834502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4834504.500000 Penalty: 5406.295898
	Iteration 34Q: 3 clusters Score -4834504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4834507.000000 Penalty: 5406.295898
	Iteration 35Q: 3 clusters Score -4834507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4834502.000000 Penalty: 5406.295898
	Iteration 36Q: 3 clusters Score -4834502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4834497.500000 Penalty: 5406.295898
	Iteration 37Q: 3 clusters Score -4834498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4834507.000000 Penalty: 5406.295898
	Iteration 38Q: 3 clusters Score -4834507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4834504.500000 Penalty: 5406.295898
	Iteration 39Q: 3 clusters Score -4834504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4834515.000000 Penalty: 5406.295898
	Iteration 40F: 3 clusters Score -4834515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4834512.500000 Penalty: 5406.295898
	Iteration 41Q: 3 clusters Score -4834512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4834514.000000 Penalty: 5406.295898
	Iteration 42Q: 3 clusters Score -4834514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4834514.000000 Penalty: 5406.295898
	Iteration 43F: 3 clusters Score -4834514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Entering Unmasked Estep 
Score: -753827.062500 Penalty: 2258.447998
	Iteration 0F: 2 clusters Score -753827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -746805.562500 Penalty: 4516.895996
	Iteration 0F: 3 clusters Score -746805.6 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -749020.500000 Penalty: 4516.895996
	Iteration 1F: 3 clusters Score -749020.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -749539.562500 Penalty: 4516.895996
	Iteration 2F: 3 clusters Score -749539.6 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -750003.000000 Penalty: 4516.895996
	Iteration 3F: 3 clusters Score -750003 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -750455.937500 Penalty: 4516.895996
	Iteration 4F: 3 clusters Score -750455.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -750886.375000 Penalty: 4516.895996
	Iteration 5F: 3 clusters Score -750886.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -751284.187500 Penalty: 4516.895996
	Iteration 6F: 3 clusters Score -751284.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -751575.687500 Penalty: 4516.895996
	Iteration 7Q: 3 clusters Score -751575.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -751765.312500 Penalty: 4516.895996
	Iteration 8Q: 3 clusters Score -751765.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -751897.312500 Penalty: 4516.895996
	Iteration 9Q: 3 clusters Score -751897.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -751988.187500 Penalty: 4516.895996
	Iteration 10Q: 3 clusters Score -751988.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -752041.437500 Penalty: 4516.895996
	Iteration 11Q: 3 clusters Score -752041.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -752087.937500 Penalty: 4516.895996
	Iteration 12Q: 3 clusters Score -752087.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -752126.750000 Penalty: 4516.895996
	Iteration 13Q: 3 clusters Score -752126.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -752158.500000 Penalty: 4516.895996
	Iteration 14Q: 3 clusters Score -752158.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -752189.312500 Penalty: 4516.895996
	Iteration 15Q: 3 clusters Score -752189.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -752214.625000 Penalty: 4516.895996
	Iteration 16Q: 3 clusters Score -752214.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -752240.375000 Penalty: 4516.895996
	Iteration 17Q: 3 clusters Score -752240.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -752259.750000 Penalty: 4516.895996
	Iteration 18Q: 3 clusters Score -752259.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -752277.500000 Penalty: 4516.895996
	Iteration 19Q: 3 clusters Score -752277.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -752295.250000 Penalty: 4516.895996
	Iteration 20F: 3 clusters Score -752295.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -752315.687500 Penalty: 4516.895996
	Iteration 21Q: 3 clusters Score -752315.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -752331.625000 Penalty: 4516.895996
	Iteration 22Q: 3 clusters Score -752331.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -752353.375000 Penalty: 4516.895996
	Iteration 23Q: 3 clusters Score -752353.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -752368.687500 Penalty: 4516.895996
	Iteration 24Q: 3 clusters Score -752368.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -752378.937500 Penalty: 4516.895996
	Iteration 25Q: 3 clusters Score -752378.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -752387.875000 Penalty: 4516.895996
	Iteration 26Q: 3 clusters Score -752387.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -752402.750000 Penalty: 4516.895996
	Iteration 27Q: 3 clusters Score -752402.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -752418.125000 Penalty: 4516.895996
	Iteration 28Q: 3 clusters Score -752418.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -752435.750000 Penalty: 4516.895996
	Iteration 29Q: 3 clusters Score -752435.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -752463.187500 Penalty: 4516.895996
	Iteration 30Q: 3 clusters Score -752463.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -752478.250000 Penalty: 4516.895996
	Iteration 31Q: 3 clusters Score -752478.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -752488.000000 Penalty: 4516.895996
	Iteration 32Q: 3 clusters Score -752488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -752504.812500 Penalty: 4516.895996
	Iteration 33Q: 3 clusters Score -752504.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -752513.437500 Penalty: 4516.895996
	Iteration 34Q: 3 clusters Score -752513.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -752525.562500 Penalty: 4516.895996
	Iteration 35Q: 3 clusters Score -752525.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -752537.875000 Penalty: 4516.895996
	Iteration 36Q: 3 clusters Score -752537.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -752551.250000 Penalty: 4516.895996
	Iteration 37Q: 3 clusters Score -752551.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -752560.312500 Penalty: 4516.895996
	Iteration 38Q: 3 clusters Score -752560.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -752570.375000 Penalty: 4516.895996
	Iteration 39Q: 3 clusters Score -752570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -752583.000000 Penalty: 4516.895996
	Iteration 40F: 3 clusters Score -752583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -752589.375000 Penalty: 4516.895996
	Iteration 41Q: 3 clusters Score -752589.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -752597.562500 Penalty: 4516.895996
	Iteration 42Q: 3 clusters Score -752597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -752606.687500 Penalty: 4516.895996
	Iteration 43Q: 3 clusters Score -752606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -752615.562500 Penalty: 4516.895996
	Iteration 44Q: 3 clusters Score -752615.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -752618.937500 Penalty: 4516.895996
	Iteration 45Q: 3 clusters Score -752618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -752626.437500 Penalty: 4516.895996
	Iteration 46Q: 3 clusters Score -752626.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -752633.187500 Penalty: 4516.895996
	Iteration 47Q: 3 clusters Score -752633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -752634.937500 Penalty: 4516.895996
	Iteration 48Q: 3 clusters Score -752634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -752636.375000 Penalty: 4516.895996
	Iteration 49Q: 3 clusters Score -752636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -752640.125000 Penalty: 4516.895996
	Iteration 50Q: 3 clusters Score -752640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -752640.000000 Penalty: 4516.895996
	Iteration 51Q: 3 clusters Score -752640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -752639.375000 Penalty: 4516.895996
	Iteration 52Q: 3 clusters Score -752639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -752639.375000 Penalty: 4516.895996
	Iteration 53F: 3 clusters Score -752639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -553128.625000 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -553128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -547578.187500 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -547578.2 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -548994.375000 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -548994.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -549217.625000 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -549217.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -549361.375000 Penalty: 4360.803223
	Iteration 3Q: 3 clusters Score -549361.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -549469.562500 Penalty: 4360.803223
	Iteration 4Q: 3 clusters Score -549469.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -549544.312500 Penalty: 4360.803223
	Iteration 5Q: 3 clusters Score -549544.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -549606.187500 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -549606.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -549659.187500 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -549659.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -549714.875000 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -549714.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -549773.500000 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -549773.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -549825.125000 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -549825.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -549873.000000 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -549873 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -549926.062500 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -549926.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -549988.875000 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -549988.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -550051.875000 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -550051.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -550107.187500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -550107.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -550173.812500 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -550173.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -550252.937500 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -550252.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -550340.187500 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -550340.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -550439.062500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -550439.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -550547.062500 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -550547.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -550670.500000 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -550670.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -550762.187500 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -550762.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -550831.937500 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -550831.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -550886.625000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -550886.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -550938.125000 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -550938.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -550980.687500 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -550980.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -551023.937500 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -551023.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -551067.375000 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -551067.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -551102.000000 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -551102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -551131.437500 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -551131.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -551148.625000 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -551148.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -551174.687500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -551174.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -551199.187500 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -551199.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -551210.875000 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -551210.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -551221.750000 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -551221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -551230.250000 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -551230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -551234.500000 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -551234.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -551241.062500 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -551241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -551242.437500 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -551242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -551243.937500 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -551243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -551244.687500 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -551244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -551244.812500 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -551244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -551244.812500 Penalty: 4360.803223
	Iteration 43F: 3 clusters Score -551244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Entering Unmasked Estep 
Score: -2270065.250000 Penalty: 2524.136475
	Iteration 0F: 2 clusters Score -2270065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2251893.250000 Penalty: 5048.272949
	Iteration 0F: 3 clusters Score -2251893 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2258482.750000 Penalty: 5048.272949
	Iteration 1F: 3 clusters Score -2258483 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2259123.750000 Penalty: 5048.272949
	Iteration 2F: 3 clusters Score -2259124 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2259743.000000 Penalty: 5048.272949
	Iteration 3F: 3 clusters Score -2259743 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2260387.250000 Penalty: 5048.272949
	Iteration 4F: 3 clusters Score -2260387 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2261086.000000 Penalty: 5048.272949
	Iteration 5F: 3 clusters Score -2261086 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2261921.000000 Penalty: 5048.272949
	Iteration 6F: 3 clusters Score -2261921 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2262802.000000 Penalty: 5048.272949
	Iteration 7F: 3 clusters Score -2262802 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2263704.500000 Penalty: 5048.272949
	Iteration 8F: 3 clusters Score -2263704 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2264551.250000 Penalty: 5048.272949
	Iteration 9Q: 3 clusters Score -2264551 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2265176.250000 Penalty: 5048.272949
	Iteration 10Q: 3 clusters Score -2265176 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2265623.250000 Penalty: 5048.272949
	Iteration 11Q: 3 clusters Score -2265623 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2265911.500000 Penalty: 5048.272949
	Iteration 12Q: 3 clusters Score -2265912 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2266066.000000 Penalty: 5048.272949
	Iteration 13Q: 3 clusters Score -2266066 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2266195.250000 Penalty: 5048.272949
	Iteration 14Q: 3 clusters Score -2266195 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2266320.500000 Penalty: 5048.272949
	Iteration 15Q: 3 clusters Score -2266320 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2266402.250000 Penalty: 5048.272949
	Iteration 16Q: 3 clusters Score -2266402 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2266481.250000 Penalty: 5048.272949
	Iteration 17Q: 3 clusters Score -2266481 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2266557.750000 Penalty: 5048.272949
	Iteration 18Q: 3 clusters Score -2266558 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2266617.250000 Penalty: 5048.272949
	Iteration 19Q: 3 clusters Score -2266617 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2266693.500000 Penalty: 5048.272949
	Iteration 20F: 3 clusters Score -2266694 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2266758.000000 Penalty: 5048.272949
	Iteration 21Q: 3 clusters Score -2266758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2266833.000000 Penalty: 5048.272949
	Iteration 22Q: 3 clusters Score -2266833 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2266911.750000 Penalty: 5048.272949
	Iteration 23Q: 3 clusters Score -2266912 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2267013.000000 Penalty: 5048.272949
	Iteration 24Q: 3 clusters Score -2267013 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2267122.250000 Penalty: 5048.272949
	Iteration 25Q: 3 clusters Score -2267122 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2267251.000000 Penalty: 5048.272949
	Iteration 26Q: 3 clusters Score -2267251 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2267344.500000 Penalty: 5048.272949
	Iteration 27Q: 3 clusters Score -2267344 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2267443.500000 Penalty: 5048.272949
	Iteration 28Q: 3 clusters Score -2267444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2267528.250000 Penalty: 5048.272949
	Iteration 29Q: 3 clusters Score -2267528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2267607.750000 Penalty: 5048.272949
	Iteration 30Q: 3 clusters Score -2267608 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2267682.250000 Penalty: 5048.272949
	Iteration 31Q: 3 clusters Score -2267682 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2267756.250000 Penalty: 5048.272949
	Iteration 32Q: 3 clusters Score -2267756 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2267813.000000 Penalty: 5048.272949
	Iteration 33Q: 3 clusters Score -2267813 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2267853.500000 Penalty: 5048.272949
	Iteration 34Q: 3 clusters Score -2267854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2267889.750000 Penalty: 5048.272949
	Iteration 35Q: 3 clusters Score -2267890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2267921.750000 Penalty: 5048.272949
	Iteration 36Q: 3 clusters Score -2267922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2267965.750000 Penalty: 5048.272949
	Iteration 37Q: 3 clusters Score -2267966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2267991.500000 Penalty: 5048.272949
	Iteration 38Q: 3 clusters Score -2267992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -2268016.500000 Penalty: 5048.272949
	Iteration 39Q: 3 clusters Score -2268016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2268046.750000 Penalty: 5048.272949
	Iteration 40F: 3 clusters Score -2268047 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2268089.500000 Penalty: 5048.272949
	Iteration 41Q: 3 clusters Score -2268090 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2268126.750000 Penalty: 5048.272949
	Iteration 42Q: 3 clusters Score -2268127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2268161.250000 Penalty: 5048.272949
	Iteration 43Q: 3 clusters Score -2268161 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -2268205.000000 Penalty: 5048.272949
	Iteration 44Q: 3 clusters Score -2268205 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2268239.750000 Penalty: 5048.272949
	Iteration 45Q: 3 clusters Score -2268240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -2268271.250000 Penalty: 5048.272949
	Iteration 46Q: 3 clusters Score -2268271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2268307.500000 Penalty: 5048.272949
	Iteration 47Q: 3 clusters Score -2268308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -2268325.500000 Penalty: 5048.272949
	Iteration 48Q: 3 clusters Score -2268326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2268347.750000 Penalty: 5048.272949
	Iteration 49Q: 3 clusters Score -2268348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -2268360.250000 Penalty: 5048.272949
	Iteration 50Q: 3 clusters Score -2268360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2268372.750000 Penalty: 5048.272949
	Iteration 51Q: 3 clusters Score -2268373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2268368.500000 Penalty: 5048.272949
	Iteration 52Q: 3 clusters Score -2268368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -2268374.500000 Penalty: 5048.272949
	Iteration 53Q: 3 clusters Score -2268374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2268376.250000 Penalty: 5048.272949
	Iteration 54Q: 3 clusters Score -2268376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2268383.000000 Penalty: 5048.272949
	Iteration 55Q: 3 clusters Score -2268383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -2268396.750000 Penalty: 5048.272949
	Iteration 56Q: 3 clusters Score -2268397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2268393.250000 Penalty: 5048.272949
	Iteration 57Q: 3 clusters Score -2268393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2268402.000000 Penalty: 5048.272949
	Iteration 58Q: 3 clusters Score -2268402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2268403.000000 Penalty: 5048.272949
	Iteration 59Q: 3 clusters Score -2268403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2268406.250000 Penalty: 5048.272949
	Iteration 60F: 3 clusters Score -2268406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2268405.000000 Penalty: 5048.272949
	Iteration 61Q: 3 clusters Score -2268405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2268409.750000 Penalty: 5048.272949
	Iteration 62Q: 3 clusters Score -2268410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2268411.000000 Penalty: 5048.272949
	Iteration 63Q: 3 clusters Score -2268411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2268413.250000 Penalty: 5048.272949
	Iteration 64Q: 3 clusters Score -2268413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2268414.000000 Penalty: 5048.272949
	Iteration 65Q: 3 clusters Score -2268414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2268412.000000 Penalty: 5048.272949
	Iteration 66Q: 3 clusters Score -2268412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2268412.000000 Penalty: 5048.272949
	Iteration 67F: 3 clusters Score -2268412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12950 members 
Entering Unmasked Estep 
Score: -1108969.000000 Penalty: 2348.275146
	Iteration 0F: 2 clusters Score -1108969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1099361.375000 Penalty: 4696.550293
	Iteration 0F: 3 clusters Score -1099361 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1102340.125000 Penalty: 4696.550293
	Iteration 1F: 3 clusters Score -1102340 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1102751.500000 Penalty: 4696.550293
	Iteration 2F: 3 clusters Score -1102752 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1103135.250000 Penalty: 4696.550293
	Iteration 3F: 3 clusters Score -1103135 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1103523.750000 Penalty: 4696.550293
	Iteration 4F: 3 clusters Score -1103524 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1103999.875000 Penalty: 4696.550293
	Iteration 5F: 3 clusters Score -1104000 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1104519.875000 Penalty: 4696.550293
	Iteration 6F: 3 clusters Score -1104520 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1105086.125000 Penalty: 4696.550293
	Iteration 7F: 3 clusters Score -1105086 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1105753.875000 Penalty: 4696.550293
	Iteration 8F: 3 clusters Score -1105754 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1106448.250000 Penalty: 4696.550293
	Iteration 9F: 3 clusters Score -1106448 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1106925.875000 Penalty: 4696.550293
	Iteration 10F: 3 clusters Score -1106926 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1107235.625000 Penalty: 4696.550293
	Iteration 11Q: 3 clusters Score -1107236 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1107495.875000 Penalty: 4696.550293
	Iteration 12Q: 3 clusters Score -1107496 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1107716.250000 Penalty: 4696.550293
	Iteration 13Q: 3 clusters Score -1107716 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1107895.250000 Penalty: 4696.550293
	Iteration 14Q: 3 clusters Score -1107895 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1108033.250000 Penalty: 4696.550293
	Iteration 15Q: 3 clusters Score -1108033 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1108147.500000 Penalty: 4696.550293
	Iteration 16Q: 3 clusters Score -1108148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1108218.500000 Penalty: 4696.550293
	Iteration 17Q: 3 clusters Score -1108218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1108263.375000 Penalty: 4696.550293
	Iteration 18Q: 3 clusters Score -1108263 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1108286.500000 Penalty: 4696.550293
	Iteration 19Q: 3 clusters Score -1108286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1108302.375000 Penalty: 4696.550293
	Iteration 20F: 3 clusters Score -1108302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1108318.750000 Penalty: 4696.550293
	Iteration 21Q: 3 clusters Score -1108319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1108327.875000 Penalty: 4696.550293
	Iteration 22Q: 3 clusters Score -1108328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1108339.375000 Penalty: 4696.550293
	Iteration 23Q: 3 clusters Score -1108339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1108348.250000 Penalty: 4696.550293
	Iteration 24Q: 3 clusters Score -1108348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1108352.625000 Penalty: 4696.550293
	Iteration 25Q: 3 clusters Score -1108353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1108358.125000 Penalty: 4696.550293
	Iteration 26Q: 3 clusters Score -1108358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1108361.625000 Penalty: 4696.550293
	Iteration 27Q: 3 clusters Score -1108362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1108365.250000 Penalty: 4696.550293
	Iteration 28Q: 3 clusters Score -1108365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1108372.750000 Penalty: 4696.550293
	Iteration 29Q: 3 clusters Score -1108373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1108373.375000 Penalty: 4696.550293
	Iteration 30Q: 3 clusters Score -1108373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1108376.875000 Penalty: 4696.550293
	Iteration 31Q: 3 clusters Score -1108377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1108380.375000 Penalty: 4696.550293
	Iteration 32Q: 3 clusters Score -1108380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1108380.875000 Penalty: 4696.550293
	Iteration 33Q: 3 clusters Score -1108381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1108382.875000 Penalty: 4696.550293
	Iteration 34Q: 3 clusters Score -1108383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1108382.500000 Penalty: 4696.550293
	Iteration 35Q: 3 clusters Score -1108382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1108383.250000 Penalty: 4696.550293
	Iteration 36Q: 3 clusters Score -1108383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1108383.750000 Penalty: 4696.550293
	Iteration 37Q: 3 clusters Score -1108384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1108382.625000 Penalty: 4696.550293
	Iteration 38Q: 3 clusters Score -1108383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1108381.875000 Penalty: 4696.550293
	Iteration 39Q: 3 clusters Score -1108382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1108384.625000 Penalty: 4696.550293
	Iteration 40F: 3 clusters Score -1108385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1108385.000000 Penalty: 4696.550293
	Iteration 41Q: 3 clusters Score -1108385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1108386.750000 Penalty: 4696.550293
	Iteration 42Q: 3 clusters Score -1108387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1108384.625000 Penalty: 4696.550293
	Iteration 43Q: 3 clusters Score -1108385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1108384.625000 Penalty: 4696.550293
	Iteration 44Q: 3 clusters Score -1108385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1108385.500000 Penalty: 4696.550293
	Iteration 45Q: 3 clusters Score -1108386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1108384.250000 Penalty: 4696.550293
	Iteration 46Q: 3 clusters Score -1108384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1108384.000000 Penalty: 4696.550293
	Iteration 47Q: 3 clusters Score -1108384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1108385.250000 Penalty: 4696.550293
	Iteration 48Q: 3 clusters Score -1108385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1108387.125000 Penalty: 4696.550293
	Iteration 49Q: 3 clusters Score -1108387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1108387.625000 Penalty: 4696.550293
	Iteration 50Q: 3 clusters Score -1108388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1108387.875000 Penalty: 4696.550293
	Iteration 51Q: 3 clusters Score -1108388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1108389.125000 Penalty: 4696.550293
	Iteration 52Q: 3 clusters Score -1108389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1108389.250000 Penalty: 4696.550293
	Iteration 53Q: 3 clusters Score -1108389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1108388.875000 Penalty: 4696.550293
	Iteration 54Q: 3 clusters Score -1108389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1108388.875000 Penalty: 4696.550293
	Iteration 55Q: 3 clusters Score -1108389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1108390.875000 Penalty: 4696.550293
	Iteration 56Q: 3 clusters Score -1108391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1108390.750000 Penalty: 4696.550293
	Iteration 57Q: 3 clusters Score -1108391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1108394.000000 Penalty: 4696.550293
	Iteration 58Q: 3 clusters Score -1108394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1108397.375000 Penalty: 4696.550293
	Iteration 59Q: 3 clusters Score -1108397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1108396.500000 Penalty: 4696.550293
	Iteration 60F: 3 clusters Score -1108396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1108399.125000 Penalty: 4696.550293
	Iteration 61Q: 3 clusters Score -1108399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1108402.125000 Penalty: 4696.550293
	Iteration 62Q: 3 clusters Score -1108402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1108403.625000 Penalty: 4696.550293
	Iteration 63Q: 3 clusters Score -1108404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1108407.750000 Penalty: 4696.550293
	Iteration 64Q: 3 clusters Score -1108408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1108405.125000 Penalty: 4696.550293
	Iteration 65Q: 3 clusters Score -1108405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1108407.250000 Penalty: 4696.550293
	Iteration 66Q: 3 clusters Score -1108407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1108410.625000 Penalty: 4696.550293
	Iteration 67Q: 3 clusters Score -1108411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1108411.625000 Penalty: 4696.550293
	Iteration 68Q: 3 clusters Score -1108412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1108414.875000 Penalty: 4696.550293
	Iteration 69Q: 3 clusters Score -1108415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1108413.875000 Penalty: 4696.550293
	Iteration 70Q: 3 clusters Score -1108414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1108415.500000 Penalty: 4696.550293
	Iteration 71Q: 3 clusters Score -1108416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1108421.375000 Penalty: 4696.550293
	Iteration 72Q: 3 clusters Score -1108421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1108424.125000 Penalty: 4696.550293
	Iteration 73Q: 3 clusters Score -1108424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1108426.500000 Penalty: 4696.550293
	Iteration 74Q: 3 clusters Score -1108426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1108430.250000 Penalty: 4696.550293
	Iteration 75Q: 3 clusters Score -1108430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1108431.875000 Penalty: 4696.550293
	Iteration 76Q: 3 clusters Score -1108432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1108431.625000 Penalty: 4696.550293
	Iteration 77Q: 3 clusters Score -1108432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1108436.000000 Penalty: 4696.550293
	Iteration 78Q: 3 clusters Score -1108436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1108439.000000 Penalty: 4696.550293
	Iteration 79Q: 3 clusters Score -1108439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1108445.625000 Penalty: 4696.550293
	Iteration 80F: 3 clusters Score -1108446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1108446.125000 Penalty: 4696.550293
	Iteration 81Q: 3 clusters Score -1108446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1108444.625000 Penalty: 4696.550293
	Iteration 82Q: 3 clusters Score -1108445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1108449.375000 Penalty: 4696.550293
	Iteration 83Q: 3 clusters Score -1108449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1108452.375000 Penalty: 4696.550293
	Iteration 84Q: 3 clusters Score -1108452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1108450.750000 Penalty: 4696.550293
	Iteration 85Q: 3 clusters Score -1108451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1108451.375000 Penalty: 4696.550293
	Iteration 86Q: 3 clusters Score -1108451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1108452.125000 Penalty: 4696.550293
	Iteration 87Q: 3 clusters Score -1108452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1108452.375000 Penalty: 4696.550293
	Iteration 88Q: 3 clusters Score -1108452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1108455.125000 Penalty: 4696.550293
	Iteration 89Q: 3 clusters Score -1108455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1108453.750000 Penalty: 4696.550293
	Iteration 90Q: 3 clusters Score -1108454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1108454.625000 Penalty: 4696.550293
	Iteration 91Q: 3 clusters Score -1108455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1108452.625000 Penalty: 4696.550293
	Iteration 92Q: 3 clusters Score -1108453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1108452.625000 Penalty: 4696.550293
	Iteration 93F: 3 clusters Score -1108453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -253630.296875 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -253630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -250374.218750 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -250374.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -251245.609375 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -251245.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -251731.171875 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -251731.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -252072.671875 Penalty: 3981.142578
	Iteration 3F: 3 clusters Score -252072.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -252248.046875 Penalty: 3981.142578
	Iteration 4F: 3 clusters Score -252248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -252356.656250 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -252356.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -252430.328125 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -252430.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -252472.906250 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -252472.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -252493.093750 Penalty: 3981.142578
	Iteration 8Q: 3 clusters Score -252493.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -252505.671875 Penalty: 3981.142578
	Iteration 9Q: 3 clusters Score -252505.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -252516.406250 Penalty: 3981.142578
	Iteration 10Q: 3 clusters Score -252516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252517.578125 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -252517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -252518.218750 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -252518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -252519.421875 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -252519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252519.812500 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -252519.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -252519.812500 Penalty: 3981.142578
	Iteration 15F: 3 clusters Score -252519.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -376565.500000 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -376565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -372319.625000 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -372319.6 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -373296.875000 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -373296.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -373497.937500 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -373497.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -373650.281250 Penalty: 4169.838379
	Iteration 3Q: 3 clusters Score -373650.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -373764.000000 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -373764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -373854.843750 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -373854.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -373923.343750 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -373923.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -373991.000000 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -373991 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -374053.687500 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -374053.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -374112.656250 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -374112.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -374159.812500 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -374159.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -374204.968750 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -374205 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -374255.187500 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -374255.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374302.218750 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -374302.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374349.281250 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -374349.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374383.375000 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -374383.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -374402.531250 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -374402.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -374414.406250 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -374414.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -374427.281250 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -374427.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -374436.562500 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -374436.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -374445.843750 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -374445.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -374461.125000 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -374461.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -374473.906250 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -374473.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -374487.093750 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -374487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -374495.187500 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -374495.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -374501.312500 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -374501.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -374508.312500 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -374508.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -374518.125000 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -374518.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -374526.468750 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -374526.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -374531.250000 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -374531.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -374536.406250 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -374536.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -374544.562500 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -374544.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -374559.656250 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -374559.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -374578.875000 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -374578.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -374595.250000 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -374595.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -374614.312500 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -374614.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -374638.812500 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -374638.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -374657.031250 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -374657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -374674.375000 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -374674.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -374695.000000 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -374695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -374711.375000 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -374711.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -374724.312500 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -374724.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -374740.375000 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -374740.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -374763.406250 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -374763.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -374794.281250 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -374794.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -374827.093750 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -374827.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -374874.593750 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -374874.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -374942.531250 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -374942.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -375026.406250 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -375026.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -375120.156250 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -375120.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -375200.812500 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -375200.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -375297.125000 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -375297.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -375356.625000 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -375356.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -375397.656250 Penalty: 4169.838379
	Iteration 53Q: 3 clusters Score -375397.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -375417.562500 Penalty: 4169.838379
	Iteration 54Q: 3 clusters Score -375417.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -375426.000000 Penalty: 4169.838379
	Iteration 55Q: 3 clusters Score -375426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -375430.281250 Penalty: 4169.838379
	Iteration 56Q: 3 clusters Score -375430.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -375433.187500 Penalty: 4169.838379
	Iteration 57Q: 3 clusters Score -375433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -375434.312500 Penalty: 4169.838379
	Iteration 58Q: 3 clusters Score -375434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -375435.031250 Penalty: 4169.838379
	Iteration 59Q: 3 clusters Score -375435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -375434.687500 Penalty: 4169.838379
	Iteration 60F: 3 clusters Score -375434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -375435.250000 Penalty: 4169.838379
	Iteration 61Q: 3 clusters Score -375435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -375435.312500 Penalty: 4169.838379
	Iteration 62Q: 3 clusters Score -375435.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -375435.312500 Penalty: 4169.838379
	Iteration 63F: 3 clusters Score -375435.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -289051.718750 Penalty: 2021.387695
	Iteration 0F: 2 clusters Score -289051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -285487.375000 Penalty: 4042.775391
	Iteration 0F: 3 clusters Score -285487.4 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -286218.406250 Penalty: 4042.775391
	Iteration 1F: 3 clusters Score -286218.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -286383.062500 Penalty: 4042.775391
	Iteration 2F: 3 clusters Score -286383.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -286503.062500 Penalty: 4042.775391
	Iteration 3Q: 3 clusters Score -286503.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -286579.125000 Penalty: 4042.775391
	Iteration 4Q: 3 clusters Score -286579.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -286642.468750 Penalty: 4042.775391
	Iteration 5Q: 3 clusters Score -286642.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -286704.406250 Penalty: 4042.775391
	Iteration 6Q: 3 clusters Score -286704.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -286763.687500 Penalty: 4042.775391
	Iteration 7Q: 3 clusters Score -286763.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -286829.062500 Penalty: 4042.775391
	Iteration 8Q: 3 clusters Score -286829.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -286890.812500 Penalty: 4042.775391
	Iteration 9Q: 3 clusters Score -286890.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -286947.218750 Penalty: 4042.775391
	Iteration 10Q: 3 clusters Score -286947.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -287022.875000 Penalty: 4042.775391
	Iteration 11Q: 3 clusters Score -287022.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287132.125000 Penalty: 4042.775391
	Iteration 12Q: 3 clusters Score -287132.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -287278.875000 Penalty: 4042.775391
	Iteration 13Q: 3 clusters Score -287278.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -287491.812500 Penalty: 4042.775391
	Iteration 14Q: 3 clusters Score -287491.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -287742.562500 Penalty: 4042.775391
	Iteration 15Q: 3 clusters Score -287742.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -288016.875000 Penalty: 4042.775391
	Iteration 16Q: 3 clusters Score -288016.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -288222.718750 Penalty: 4042.775391
	Iteration 17Q: 3 clusters Score -288222.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -288356.437500 Penalty: 4042.775391
	Iteration 18Q: 3 clusters Score -288356.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -288425.406250 Penalty: 4042.775391
	Iteration 19Q: 3 clusters Score -288425.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -288473.656250 Penalty: 4042.775391
	Iteration 20F: 3 clusters Score -288473.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -288507.312500 Penalty: 4042.775391
	Iteration 21Q: 3 clusters Score -288507.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -288533.062500 Penalty: 4042.775391
	Iteration 22Q: 3 clusters Score -288533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -288554.593750 Penalty: 4042.775391
	Iteration 23Q: 3 clusters Score -288554.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -288572.062500 Penalty: 4042.775391
	Iteration 24Q: 3 clusters Score -288572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -288586.593750 Penalty: 4042.775391
	Iteration 25Q: 3 clusters Score -288586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -288591.375000 Penalty: 4042.775391
	Iteration 26Q: 3 clusters Score -288591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -288593.843750 Penalty: 4042.775391
	Iteration 27Q: 3 clusters Score -288593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -288595.093750 Penalty: 4042.775391
	Iteration 28Q: 3 clusters Score -288595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288595.906250 Penalty: 4042.775391
	Iteration 29Q: 3 clusters Score -288595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -288596.468750 Penalty: 4042.775391
	Iteration 30Q: 3 clusters Score -288596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -288597.531250 Penalty: 4042.775391
	Iteration 31Q: 3 clusters Score -288597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -288597.343750 Penalty: 4042.775391
	Iteration 32Q: 3 clusters Score -288597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -288597.343750 Penalty: 4042.775391
	Iteration 33F: 3 clusters Score -288597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -396518.000000 Penalty: 2149.755371
	Iteration 0F: 2 clusters Score -396518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -391528.437500 Penalty: 4299.510742
	Iteration 0F: 3 clusters Score -391528.4 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -393197.781250 Penalty: 4299.510742
	Iteration 1F: 3 clusters Score -393197.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -393872.750000 Penalty: 4299.510742
	Iteration 2F: 3 clusters Score -393872.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -394386.812500 Penalty: 4299.510742
	Iteration 3F: 3 clusters Score -394386.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -394743.500000 Penalty: 4299.510742
	Iteration 4F: 3 clusters Score -394743.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -395007.343750 Penalty: 4299.510742
	Iteration 5Q: 3 clusters Score -395007.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -395199.000000 Penalty: 4299.510742
	Iteration 6Q: 3 clusters Score -395199 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -395344.781250 Penalty: 4299.510742
	Iteration 7Q: 3 clusters Score -395344.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -395495.937500 Penalty: 4299.510742
	Iteration 8Q: 3 clusters Score -395495.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -395638.031250 Penalty: 4299.510742
	Iteration 9Q: 3 clusters Score -395638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -395767.437500 Penalty: 4299.510742
	Iteration 10Q: 3 clusters Score -395767.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -395900.125000 Penalty: 4299.510742
	Iteration 11Q: 3 clusters Score -395900.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -396017.281250 Penalty: 4299.510742
	Iteration 12Q: 3 clusters Score -396017.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -396117.406250 Penalty: 4299.510742
	Iteration 13Q: 3 clusters Score -396117.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -396183.187500 Penalty: 4299.510742
	Iteration 14Q: 3 clusters Score -396183.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -396236.187500 Penalty: 4299.510742
	Iteration 15Q: 3 clusters Score -396236.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -396289.468750 Penalty: 4299.510742
	Iteration 16Q: 3 clusters Score -396289.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -396343.093750 Penalty: 4299.510742
	Iteration 17Q: 3 clusters Score -396343.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -396376.500000 Penalty: 4299.510742
	Iteration 18Q: 3 clusters Score -396376.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -396401.937500 Penalty: 4299.510742
	Iteration 19Q: 3 clusters Score -396401.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -396433.937500 Penalty: 4299.510742
	Iteration 20F: 3 clusters Score -396433.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -396466.750000 Penalty: 4299.510742
	Iteration 21Q: 3 clusters Score -396466.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -396486.718750 Penalty: 4299.510742
	Iteration 22Q: 3 clusters Score -396486.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -396500.093750 Penalty: 4299.510742
	Iteration 23Q: 3 clusters Score -396500.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -396508.937500 Penalty: 4299.510742
	Iteration 24Q: 3 clusters Score -396508.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -396513.437500 Penalty: 4299.510742
	Iteration 25Q: 3 clusters Score -396513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -396517.125000 Penalty: 4299.510742
	Iteration 26Q: 3 clusters Score -396517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -396517.906250 Penalty: 4299.510742
	Iteration 27Q: 3 clusters Score -396517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -396520.031250 Penalty: 4299.510742
	Iteration 28Q: 3 clusters Score -396520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -396522.906250 Penalty: 4299.510742
	Iteration 29Q: 3 clusters Score -396522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -396524.562500 Penalty: 4299.510742
	Iteration 30Q: 3 clusters Score -396524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -396525.531250 Penalty: 4299.510742
	Iteration 31Q: 3 clusters Score -396525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -396525.375000 Penalty: 4299.510742
	Iteration 32Q: 3 clusters Score -396525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -396526.031250 Penalty: 4299.510742
	Iteration 33Q: 3 clusters Score -396526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -396527.718750 Penalty: 4299.510742
	Iteration 34Q: 3 clusters Score -396527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -396528.625000 Penalty: 4299.510742
	Iteration 35Q: 3 clusters Score -396528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -396528.687500 Penalty: 4299.510742
	Iteration 36Q: 3 clusters Score -396528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -396530.343750 Penalty: 4299.510742
	Iteration 37Q: 3 clusters Score -396530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -396529.687500 Penalty: 4299.510742
	Iteration 38Q: 3 clusters Score -396529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -396529.687500 Penalty: 4299.510742
	Iteration 39F: 3 clusters Score -396529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 17 contains 329245 members 
Mstep: Class 18 contains 19185 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102455 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27412 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4258 members 
Mstep: Class 30 contains 62719 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16583 members 
Mstep: Class 36 contains 19321 members 
Mstep: Class 37 contains 3520 members 
Entering Unmasked Estep 
Score: -113010600.000000 Penalty: 129393.078125
Splitting cluster 16 changes total score from -113011920.000000 to -113010600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (329245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329245 members 
Entering Unmasked Estep 
Score: -29068404.000000 Penalty: 3150.730225
	Iteration 0F: 2 clusters Score -2.90684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -28847494.000000 Penalty: 6301.460449
	Iteration 0F: 3 clusters Score -2.884749e+07 nChanged 159715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 159596 members 
Entering Unmasked Estep 
Score: -28940818.000000 Penalty: 6301.460449
	Iteration 1F: 3 clusters Score -2.894082e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172204 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -28942142.000000 Penalty: 6301.460449
	Iteration 2Q: 3 clusters Score -2.894214e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176060 members 
Mstep: Class 2 contains 153185 members 
Entering Unmasked Estep 
Score: -28943536.000000 Penalty: 6301.460449
	Iteration 3Q: 3 clusters Score -2.894354e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -28945800.000000 Penalty: 6301.460449
	Iteration 4Q: 3 clusters Score -2.89458e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191083 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -28949512.000000 Penalty: 6301.460449
	Iteration 5Q: 3 clusters Score -2.894951e+07 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204688 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -28956232.000000 Penalty: 6301.460449
	Iteration 6Q: 3 clusters Score -2.895623e+07 nChanged 20777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224061 members 
Mstep: Class 2 contains 105184 members 
Entering Unmasked Estep 
Score: -28969160.000000 Penalty: 6301.460449
	Iteration 7F: 3 clusters Score -2.896916e+07 nChanged 26000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249265 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -28989708.000000 Penalty: 6301.460449
	Iteration 8F: 3 clusters Score -2.898971e+07 nChanged 28118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277055 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -29015336.000000 Penalty: 6301.460449
	Iteration 9F: 3 clusters Score -2.901534e+07 nChanged 24418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301419 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -29039234.000000 Penalty: 6301.460449
	Iteration 10F: 3 clusters Score -2.903923e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317355 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -29054728.000000 Penalty: 6301.460449
	Iteration 11Q: 3 clusters Score -2.905473e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325098 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -29061960.000000 Penalty: 6301.460449
	Iteration 12Q: 3 clusters Score -2.906196e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327806 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -29064332.000000 Penalty: 6301.460449
	Iteration 13Q: 3 clusters Score -2.906433e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328590 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -29065118.000000 Penalty: 6301.460449
	Iteration 14Q: 3 clusters Score -2.906512e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328803 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -29065370.000000 Penalty: 6301.460449
	Iteration 15Q: 3 clusters Score -2.906537e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328869 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29065476.000000 Penalty: 6301.460449
	Iteration 16Q: 3 clusters Score -2.906548e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328905 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29065516.000000 Penalty: 6301.460449
	Iteration 17Q: 3 clusters Score -2.906552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328923 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -29065544.000000 Penalty: 6301.460449
	Iteration 18Q: 3 clusters Score -2.906554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328933 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -29065604.000000 Penalty: 6301.460449
	Iteration 19Q: 3 clusters Score -2.90656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328944 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -29065614.000000 Penalty: 6301.460449
	Iteration 20F: 3 clusters Score -2.906561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328947 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29065608.000000 Penalty: 6301.460449
	Iteration 21Q: 3 clusters Score -2.906561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328949 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29065620.000000 Penalty: 6301.460449
	Iteration 22Q: 3 clusters Score -2.906562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328953 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29065634.000000 Penalty: 6301.460449
	Iteration 23Q: 3 clusters Score -2.906563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328956 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29065652.000000 Penalty: 6301.460449
	Iteration 24Q: 3 clusters Score -2.906565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328959 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -29065648.000000 Penalty: 6301.460449
	Iteration 25Q: 3 clusters Score -2.906565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328963 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29065666.000000 Penalty: 6301.460449
	Iteration 26Q: 3 clusters Score -2.906567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328966 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29065666.000000 Penalty: 6301.460449
	Iteration 27Q: 3 clusters Score -2.906567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328970 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29065676.000000 Penalty: 6301.460449
	Iteration 28Q: 3 clusters Score -2.906568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328969 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29065666.000000 Penalty: 6301.460449
	Iteration 29Q: 3 clusters Score -2.906567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328970 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29065672.000000 Penalty: 6301.460449
	Iteration 30Q: 3 clusters Score -2.906567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328971 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29065674.000000 Penalty: 6301.460449
	Iteration 31Q: 3 clusters Score -2.906567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328972 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29065672.000000 Penalty: 6301.460449
	Iteration 32Q: 3 clusters Score -2.906567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328974 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -29065696.000000 Penalty: 6301.460449
	Iteration 33Q: 3 clusters Score -2.90657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328973 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29065676.000000 Penalty: 6301.460449
	Iteration 34Q: 3 clusters Score -2.906568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328973 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -29065676.000000 Penalty: 6301.460449
	Iteration 35F: 3 clusters Score -2.906568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Entering Unmasked Estep 
Score: -1681241.250000 Penalty: 2445.747314
	Iteration 0F: 2 clusters Score -1681241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1667633.500000 Penalty: 4891.494629
	Iteration 0F: 3 clusters Score -1667634 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1672108.625000 Penalty: 4891.494629
	Iteration 1F: 3 clusters Score -1672109 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1672520.375000 Penalty: 4891.494629
	Iteration 2F: 3 clusters Score -1672520 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1672892.125000 Penalty: 4891.494629
	Iteration 3Q: 3 clusters Score -1672892 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1673259.750000 Penalty: 4891.494629
	Iteration 4Q: 3 clusters Score -1673260 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1673664.750000 Penalty: 4891.494629
	Iteration 5Q: 3 clusters Score -1673665 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1674090.375000 Penalty: 4891.494629
	Iteration 6Q: 3 clusters Score -1674090 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1674518.500000 Penalty: 4891.494629
	Iteration 7Q: 3 clusters Score -1674518 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1674879.250000 Penalty: 4891.494629
	Iteration 8Q: 3 clusters Score -1674879 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1675235.250000 Penalty: 4891.494629
	Iteration 9Q: 3 clusters Score -1675235 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1675546.500000 Penalty: 4891.494629
	Iteration 10Q: 3 clusters Score -1675546 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1675763.250000 Penalty: 4891.494629
	Iteration 11Q: 3 clusters Score -1675763 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1675934.500000 Penalty: 4891.494629
	Iteration 12Q: 3 clusters Score -1675934 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1676075.375000 Penalty: 4891.494629
	Iteration 13Q: 3 clusters Score -1676075 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1676182.250000 Penalty: 4891.494629
	Iteration 14Q: 3 clusters Score -1676182 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1676265.750000 Penalty: 4891.494629
	Iteration 15Q: 3 clusters Score -1676266 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1676368.375000 Penalty: 4891.494629
	Iteration 16Q: 3 clusters Score -1676368 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1676460.500000 Penalty: 4891.494629
	Iteration 17Q: 3 clusters Score -1676460 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1676572.500000 Penalty: 4891.494629
	Iteration 18Q: 3 clusters Score -1676572 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1676684.000000 Penalty: 4891.494629
	Iteration 19Q: 3 clusters Score -1676684 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1676814.125000 Penalty: 4891.494629
	Iteration 20F: 3 clusters Score -1676814 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1676947.875000 Penalty: 4891.494629
	Iteration 21Q: 3 clusters Score -1676948 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1677083.500000 Penalty: 4891.494629
	Iteration 22Q: 3 clusters Score -1677084 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1677216.250000 Penalty: 4891.494629
	Iteration 23Q: 3 clusters Score -1677216 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1677345.375000 Penalty: 4891.494629
	Iteration 24Q: 3 clusters Score -1677345 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1677470.000000 Penalty: 4891.494629
	Iteration 25Q: 3 clusters Score -1677470 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1677597.750000 Penalty: 4891.494629
	Iteration 26Q: 3 clusters Score -1677598 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1677701.375000 Penalty: 4891.494629
	Iteration 27Q: 3 clusters Score -1677701 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1677825.625000 Penalty: 4891.494629
	Iteration 28Q: 3 clusters Score -1677826 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1677967.125000 Penalty: 4891.494629
	Iteration 29Q: 3 clusters Score -1677967 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1678128.375000 Penalty: 4891.494629
	Iteration 30Q: 3 clusters Score -1678128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1678329.750000 Penalty: 4891.494629
	Iteration 31Q: 3 clusters Score -1678330 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1678565.500000 Penalty: 4891.494629
	Iteration 32Q: 3 clusters Score -1678566 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1678820.750000 Penalty: 4891.494629
	Iteration 33Q: 3 clusters Score -1678821 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1679075.500000 Penalty: 4891.494629
	Iteration 34Q: 3 clusters Score -1679076 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1679343.625000 Penalty: 4891.494629
	Iteration 35Q: 3 clusters Score -1679344 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1679586.125000 Penalty: 4891.494629
	Iteration 36Q: 3 clusters Score -1679586 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1679740.750000 Penalty: 4891.494629
	Iteration 37Q: 3 clusters Score -1679741 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1679838.000000 Penalty: 4891.494629
	Iteration 38Q: 3 clusters Score -1679838 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1679897.375000 Penalty: 4891.494629
	Iteration 39Q: 3 clusters Score -1679897 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1679932.375000 Penalty: 4891.494629
	Iteration 40F: 3 clusters Score -1679932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1679952.250000 Penalty: 4891.494629
	Iteration 41Q: 3 clusters Score -1679952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1679970.500000 Penalty: 4891.494629
	Iteration 42Q: 3 clusters Score -1679970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1679979.250000 Penalty: 4891.494629
	Iteration 43Q: 3 clusters Score -1679979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1680006.375000 Penalty: 4891.494629
	Iteration 44Q: 3 clusters Score -1680006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1680018.375000 Penalty: 4891.494629
	Iteration 45Q: 3 clusters Score -1680018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1680039.625000 Penalty: 4891.494629
	Iteration 46Q: 3 clusters Score -1680040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1680060.750000 Penalty: 4891.494629
	Iteration 47Q: 3 clusters Score -1680061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1680085.250000 Penalty: 4891.494629
	Iteration 48Q: 3 clusters Score -1680085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1680107.375000 Penalty: 4891.494629
	Iteration 49Q: 3 clusters Score -1680107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1680129.750000 Penalty: 4891.494629
	Iteration 50Q: 3 clusters Score -1680130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1680148.125000 Penalty: 4891.494629
	Iteration 51Q: 3 clusters Score -1680148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1680159.875000 Penalty: 4891.494629
	Iteration 52Q: 3 clusters Score -1680160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1680172.375000 Penalty: 4891.494629
	Iteration 53Q: 3 clusters Score -1680172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1680185.375000 Penalty: 4891.494629
	Iteration 54Q: 3 clusters Score -1680185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1680188.625000 Penalty: 4891.494629
	Iteration 55Q: 3 clusters Score -1680189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1680194.625000 Penalty: 4891.494629
	Iteration 56Q: 3 clusters Score -1680195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1680199.000000 Penalty: 4891.494629
	Iteration 57Q: 3 clusters Score -1680199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1680207.125000 Penalty: 4891.494629
	Iteration 58Q: 3 clusters Score -1680207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1680213.125000 Penalty: 4891.494629
	Iteration 59Q: 3 clusters Score -1680213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1680213.750000 Penalty: 4891.494629
	Iteration 60F: 3 clusters Score -1680214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1680215.125000 Penalty: 4891.494629
	Iteration 61Q: 3 clusters Score -1680215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1680215.250000 Penalty: 4891.494629
	Iteration 62Q: 3 clusters Score -1680215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1680215.750000 Penalty: 4891.494629
	Iteration 63Q: 3 clusters Score -1680216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1680215.125000 Penalty: 4891.494629
	Iteration 64Q: 3 clusters Score -1680215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1680214.375000 Penalty: 4891.494629
	Iteration 65Q: 3 clusters Score -1680214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1680216.250000 Penalty: 4891.494629
	Iteration 66Q: 3 clusters Score -1680216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1680216.500000 Penalty: 4891.494629
	Iteration 67Q: 3 clusters Score -1680216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1680218.500000 Penalty: 4891.494629
	Iteration 68Q: 3 clusters Score -1680218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1680216.625000 Penalty: 4891.494629
	Iteration 69Q: 3 clusters Score -1680217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1680220.125000 Penalty: 4891.494629
	Iteration 70Q: 3 clusters Score -1680220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1680221.250000 Penalty: 4891.494629
	Iteration 71Q: 3 clusters Score -1680221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1680221.125000 Penalty: 4891.494629
	Iteration 72Q: 3 clusters Score -1680221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1680218.250000 Penalty: 4891.494629
	Iteration 73Q: 3 clusters Score -1680218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1680224.500000 Penalty: 4891.494629
	Iteration 74Q: 3 clusters Score -1680224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1680221.750000 Penalty: 4891.494629
	Iteration 75Q: 3 clusters Score -1680222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1680224.375000 Penalty: 4891.494629
	Iteration 76Q: 3 clusters Score -1680224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1680226.125000 Penalty: 4891.494629
	Iteration 77Q: 3 clusters Score -1680226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1680228.250000 Penalty: 4891.494629
	Iteration 78Q: 3 clusters Score -1680228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1680229.750000 Penalty: 4891.494629
	Iteration 79Q: 3 clusters Score -1680230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1680223.500000 Penalty: 4891.494629
	Iteration 80F: 3 clusters Score -1680224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1680223.125000 Penalty: 4891.494629
	Iteration 81Q: 3 clusters Score -1680223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1680222.375000 Penalty: 4891.494629
	Iteration 82Q: 3 clusters Score -1680222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1680221.750000 Penalty: 4891.494629
	Iteration 83Q: 3 clusters Score -1680222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1680224.625000 Penalty: 4891.494629
	Iteration 84Q: 3 clusters Score -1680225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1680224.625000 Penalty: 4891.494629
	Iteration 85F: 3 clusters Score -1680225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1124855.125000 Penalty: 2368.193359
	Iteration 0F: 2 clusters Score -1124855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1114711.875000 Penalty: 4736.386719
	Iteration 0F: 3 clusters Score -1114712 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1118097.875000 Penalty: 4736.386719
	Iteration 1F: 3 clusters Score -1118098 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1118571.750000 Penalty: 4736.386719
	Iteration 2F: 3 clusters Score -1118572 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1119034.500000 Penalty: 4736.386719
	Iteration 3F: 3 clusters Score -1119034 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1119519.125000 Penalty: 4736.386719
	Iteration 4F: 3 clusters Score -1119519 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1119980.000000 Penalty: 4736.386719
	Iteration 5F: 3 clusters Score -1119980 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1120437.625000 Penalty: 4736.386719
	Iteration 6F: 3 clusters Score -1120438 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1120817.125000 Penalty: 4736.386719
	Iteration 7Q: 3 clusters Score -1120817 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1121139.375000 Penalty: 4736.386719
	Iteration 8Q: 3 clusters Score -1121139 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1121413.125000 Penalty: 4736.386719
	Iteration 9Q: 3 clusters Score -1121413 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1121659.125000 Penalty: 4736.386719
	Iteration 10Q: 3 clusters Score -1121659 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1121840.500000 Penalty: 4736.386719
	Iteration 11Q: 3 clusters Score -1121840 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1121999.625000 Penalty: 4736.386719
	Iteration 12Q: 3 clusters Score -1122000 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1122146.875000 Penalty: 4736.386719
	Iteration 13Q: 3 clusters Score -1122147 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1122255.250000 Penalty: 4736.386719
	Iteration 14Q: 3 clusters Score -1122255 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1122350.875000 Penalty: 4736.386719
	Iteration 15Q: 3 clusters Score -1122351 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1122408.500000 Penalty: 4736.386719
	Iteration 16Q: 3 clusters Score -1122408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1122469.250000 Penalty: 4736.386719
	Iteration 17Q: 3 clusters Score -1122469 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1122519.750000 Penalty: 4736.386719
	Iteration 18Q: 3 clusters Score -1122520 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1122569.375000 Penalty: 4736.386719
	Iteration 19Q: 3 clusters Score -1122569 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1122616.000000 Penalty: 4736.386719
	Iteration 20F: 3 clusters Score -1122616 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1122674.125000 Penalty: 4736.386719
	Iteration 21Q: 3 clusters Score -1122674 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1122722.500000 Penalty: 4736.386719
	Iteration 22Q: 3 clusters Score -1122722 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1122755.625000 Penalty: 4736.386719
	Iteration 23Q: 3 clusters Score -1122756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1122781.875000 Penalty: 4736.386719
	Iteration 24Q: 3 clusters Score -1122782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1122800.375000 Penalty: 4736.386719
	Iteration 25Q: 3 clusters Score -1122800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1122821.375000 Penalty: 4736.386719
	Iteration 26Q: 3 clusters Score -1122821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1122841.125000 Penalty: 4736.386719
	Iteration 27Q: 3 clusters Score -1122841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1122861.000000 Penalty: 4736.386719
	Iteration 28Q: 3 clusters Score -1122861 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1122880.375000 Penalty: 4736.386719
	Iteration 29Q: 3 clusters Score -1122880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1122900.375000 Penalty: 4736.386719
	Iteration 30Q: 3 clusters Score -1122900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1122912.500000 Penalty: 4736.386719
	Iteration 31Q: 3 clusters Score -1122912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1122925.625000 Penalty: 4736.386719
	Iteration 32Q: 3 clusters Score -1122926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1122931.750000 Penalty: 4736.386719
	Iteration 33Q: 3 clusters Score -1122932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1122944.750000 Penalty: 4736.386719
	Iteration 34Q: 3 clusters Score -1122945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1122950.750000 Penalty: 4736.386719
	Iteration 35Q: 3 clusters Score -1122951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1122957.250000 Penalty: 4736.386719
	Iteration 36Q: 3 clusters Score -1122957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1122959.250000 Penalty: 4736.386719
	Iteration 37Q: 3 clusters Score -1122959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1122966.625000 Penalty: 4736.386719
	Iteration 38Q: 3 clusters Score -1122967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1122970.625000 Penalty: 4736.386719
	Iteration 39Q: 3 clusters Score -1122971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1122976.625000 Penalty: 4736.386719
	Iteration 40F: 3 clusters Score -1122977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1122984.500000 Penalty: 4736.386719
	Iteration 41Q: 3 clusters Score -1122984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1122992.250000 Penalty: 4736.386719
	Iteration 42Q: 3 clusters Score -1122992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1122991.250000 Penalty: 4736.386719
	Iteration 43Q: 3 clusters Score -1122991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1122999.125000 Penalty: 4736.386719
	Iteration 44Q: 3 clusters Score -1122999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1123001.625000 Penalty: 4736.386719
	Iteration 45Q: 3 clusters Score -1123002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1123007.000000 Penalty: 4736.386719
	Iteration 46Q: 3 clusters Score -1123007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1123011.000000 Penalty: 4736.386719
	Iteration 47Q: 3 clusters Score -1123011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1123018.750000 Penalty: 4736.386719
	Iteration 48Q: 3 clusters Score -1123019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1123024.625000 Penalty: 4736.386719
	Iteration 49Q: 3 clusters Score -1123025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1123033.500000 Penalty: 4736.386719
	Iteration 50Q: 3 clusters Score -1123034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1123042.875000 Penalty: 4736.386719
	Iteration 51Q: 3 clusters Score -1123043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1123047.000000 Penalty: 4736.386719
	Iteration 52Q: 3 clusters Score -1123047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1123053.625000 Penalty: 4736.386719
	Iteration 53Q: 3 clusters Score -1123054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1123054.875000 Penalty: 4736.386719
	Iteration 54Q: 3 clusters Score -1123055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1123060.125000 Penalty: 4736.386719
	Iteration 55Q: 3 clusters Score -1123060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1123063.125000 Penalty: 4736.386719
	Iteration 56Q: 3 clusters Score -1123063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1123067.375000 Penalty: 4736.386719
	Iteration 57Q: 3 clusters Score -1123067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1123071.250000 Penalty: 4736.386719
	Iteration 58Q: 3 clusters Score -1123071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1123074.250000 Penalty: 4736.386719
	Iteration 59Q: 3 clusters Score -1123074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1123073.375000 Penalty: 4736.386719
	Iteration 60F: 3 clusters Score -1123073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1123074.375000 Penalty: 4736.386719
	Iteration 61Q: 3 clusters Score -1123074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1123080.625000 Penalty: 4736.386719
	Iteration 62Q: 3 clusters Score -1123081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1123084.000000 Penalty: 4736.386719
	Iteration 63Q: 3 clusters Score -1123084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1123088.750000 Penalty: 4736.386719
	Iteration 64Q: 3 clusters Score -1123089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1123096.000000 Penalty: 4736.386719
	Iteration 65Q: 3 clusters Score -1123096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1123095.000000 Penalty: 4736.386719
	Iteration 66Q: 3 clusters Score -1123095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1123105.000000 Penalty: 4736.386719
	Iteration 67Q: 3 clusters Score -1123105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1123108.250000 Penalty: 4736.386719
	Iteration 68Q: 3 clusters Score -1123108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1123115.750000 Penalty: 4736.386719
	Iteration 69Q: 3 clusters Score -1123116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1123119.500000 Penalty: 4736.386719
	Iteration 70Q: 3 clusters Score -1123120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1123121.375000 Penalty: 4736.386719
	Iteration 71Q: 3 clusters Score -1123121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1123128.625000 Penalty: 4736.386719
	Iteration 72Q: 3 clusters Score -1123129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1123137.875000 Penalty: 4736.386719
	Iteration 73Q: 3 clusters Score -1123138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1123146.500000 Penalty: 4736.386719
	Iteration 74Q: 3 clusters Score -1123146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1123153.750000 Penalty: 4736.386719
	Iteration 75Q: 3 clusters Score -1123154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1123166.750000 Penalty: 4736.386719
	Iteration 76Q: 3 clusters Score -1123167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1123188.000000 Penalty: 4736.386719
	Iteration 77Q: 3 clusters Score -1123188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1123198.875000 Penalty: 4736.386719
	Iteration 78Q: 3 clusters Score -1123199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1123209.625000 Penalty: 4736.386719
	Iteration 79Q: 3 clusters Score -1123210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1123230.625000 Penalty: 4736.386719
	Iteration 80F: 3 clusters Score -1123231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1123241.375000 Penalty: 4736.386719
	Iteration 81Q: 3 clusters Score -1123241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1123259.250000 Penalty: 4736.386719
	Iteration 82Q: 3 clusters Score -1123259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1123269.875000 Penalty: 4736.386719
	Iteration 83Q: 3 clusters Score -1123270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1123283.375000 Penalty: 4736.386719
	Iteration 84Q: 3 clusters Score -1123283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1123307.500000 Penalty: 4736.386719
	Iteration 85Q: 3 clusters Score -1123308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1123321.750000 Penalty: 4736.386719
	Iteration 86Q: 3 clusters Score -1123322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1123341.250000 Penalty: 4736.386719
	Iteration 87Q: 3 clusters Score -1123341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1123354.125000 Penalty: 4736.386719
	Iteration 88Q: 3 clusters Score -1123354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1123373.000000 Penalty: 4736.386719
	Iteration 89Q: 3 clusters Score -1123373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1123393.375000 Penalty: 4736.386719
	Iteration 90Q: 3 clusters Score -1123393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1123404.625000 Penalty: 4736.386719
	Iteration 91Q: 3 clusters Score -1123405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1123412.375000 Penalty: 4736.386719
	Iteration 92Q: 3 clusters Score -1123412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1123424.750000 Penalty: 4736.386719
	Iteration 93Q: 3 clusters Score -1123425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1123430.625000 Penalty: 4736.386719
	Iteration 94Q: 3 clusters Score -1123431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1123436.625000 Penalty: 4736.386719
	Iteration 95Q: 3 clusters Score -1123437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1123440.250000 Penalty: 4736.386719
	Iteration 96Q: 3 clusters Score -1123440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1123442.000000 Penalty: 4736.386719
	Iteration 97Q: 3 clusters Score -1123442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1123445.625000 Penalty: 4736.386719
	Iteration 98Q: 3 clusters Score -1123446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1123447.875000 Penalty: 4736.386719
	Iteration 99Q: 3 clusters Score -1123448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1123453.250000 Penalty: 4736.386719
	Iteration 100F: 3 clusters Score -1123453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1123456.250000 Penalty: 4736.386719
	Iteration 101Q: 3 clusters Score -1123456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1123457.375000 Penalty: 4736.386719
	Iteration 102Q: 3 clusters Score -1123457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1123464.250000 Penalty: 4736.386719
	Iteration 103Q: 3 clusters Score -1123464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1123464.750000 Penalty: 4736.386719
	Iteration 104Q: 3 clusters Score -1123465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1123472.000000 Penalty: 4736.386719
	Iteration 105Q: 3 clusters Score -1123472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1123476.875000 Penalty: 4736.386719
	Iteration 106Q: 3 clusters Score -1123477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1123479.500000 Penalty: 4736.386719
	Iteration 107Q: 3 clusters Score -1123480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1123478.875000 Penalty: 4736.386719
	Iteration 108Q: 3 clusters Score -1123479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1123480.125000 Penalty: 4736.386719
	Iteration 109Q: 3 clusters Score -1123480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1123482.125000 Penalty: 4736.386719
	Iteration 110Q: 3 clusters Score -1123482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1123484.000000 Penalty: 4736.386719
	Iteration 111Q: 3 clusters Score -1123484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1123483.750000 Penalty: 4736.386719
	Iteration 112Q: 3 clusters Score -1123484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1123484.375000 Penalty: 4736.386719
	Iteration 113Q: 3 clusters Score -1123484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1123486.500000 Penalty: 4736.386719
	Iteration 114Q: 3 clusters Score -1123486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1123486.500000 Penalty: 4736.386719
	Iteration 115Q: 3 clusters Score -1123486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1123485.875000 Penalty: 4736.386719
	Iteration 116Q: 3 clusters Score -1123486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1123487.000000 Penalty: 4736.386719
	Iteration 117Q: 3 clusters Score -1123487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1123487.500000 Penalty: 4736.386719
	Iteration 118Q: 3 clusters Score -1123488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1123489.125000 Penalty: 4736.386719
	Iteration 119Q: 3 clusters Score -1123489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1123490.125000 Penalty: 4736.386719
	Iteration 120F: 3 clusters Score -1123490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -726938.750000 Penalty: 2241.808838
	Iteration 0F: 2 clusters Score -726938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -720257.562500 Penalty: 4483.617676
	Iteration 0F: 3 clusters Score -720257.6 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -722185.812500 Penalty: 4483.617676
	Iteration 1F: 3 clusters Score -722185.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -722639.062500 Penalty: 4483.617676
	Iteration 2F: 3 clusters Score -722639.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -723086.500000 Penalty: 4483.617676
	Iteration 3F: 3 clusters Score -723086.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -723616.812500 Penalty: 4483.617676
	Iteration 4F: 3 clusters Score -723616.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -724127.187500 Penalty: 4483.617676
	Iteration 5F: 3 clusters Score -724127.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -724566.375000 Penalty: 4483.617676
	Iteration 6F: 3 clusters Score -724566.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -724911.437500 Penalty: 4483.617676
	Iteration 7F: 3 clusters Score -724911.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -725127.000000 Penalty: 4483.617676
	Iteration 8Q: 3 clusters Score -725127 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -725256.937500 Penalty: 4483.617676
	Iteration 9Q: 3 clusters Score -725256.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -725347.250000 Penalty: 4483.617676
	Iteration 10Q: 3 clusters Score -725347.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -725397.125000 Penalty: 4483.617676
	Iteration 11Q: 3 clusters Score -725397.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -725434.687500 Penalty: 4483.617676
	Iteration 12Q: 3 clusters Score -725434.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -725459.562500 Penalty: 4483.617676
	Iteration 13Q: 3 clusters Score -725459.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -725473.187500 Penalty: 4483.617676
	Iteration 14Q: 3 clusters Score -725473.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -725485.250000 Penalty: 4483.617676
	Iteration 15Q: 3 clusters Score -725485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -725490.750000 Penalty: 4483.617676
	Iteration 16Q: 3 clusters Score -725490.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -725497.625000 Penalty: 4483.617676
	Iteration 17Q: 3 clusters Score -725497.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -725502.562500 Penalty: 4483.617676
	Iteration 18Q: 3 clusters Score -725502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -725512.000000 Penalty: 4483.617676
	Iteration 19Q: 3 clusters Score -725512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -725518.687500 Penalty: 4483.617676
	Iteration 20F: 3 clusters Score -725518.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -725522.562500 Penalty: 4483.617676
	Iteration 21Q: 3 clusters Score -725522.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -725525.625000 Penalty: 4483.617676
	Iteration 22Q: 3 clusters Score -725525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -725527.250000 Penalty: 4483.617676
	Iteration 23Q: 3 clusters Score -725527.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -725531.687500 Penalty: 4483.617676
	Iteration 24Q: 3 clusters Score -725531.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -725535.625000 Penalty: 4483.617676
	Iteration 25Q: 3 clusters Score -725535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -725536.687500 Penalty: 4483.617676
	Iteration 26Q: 3 clusters Score -725536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -725538.812500 Penalty: 4483.617676
	Iteration 27Q: 3 clusters Score -725538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -725538.062500 Penalty: 4483.617676
	Iteration 28Q: 3 clusters Score -725538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -725540.875000 Penalty: 4483.617676
	Iteration 29Q: 3 clusters Score -725540.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -725542.812500 Penalty: 4483.617676
	Iteration 30Q: 3 clusters Score -725542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -725544.187500 Penalty: 4483.617676
	Iteration 31Q: 3 clusters Score -725544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -725544.187500 Penalty: 4483.617676
	Iteration 32F: 3 clusters Score -725544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -740122.562500 Penalty: 2254.845703
	Iteration 0F: 2 clusters Score -740122.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -733174.812500 Penalty: 4509.691406
	Iteration 0F: 3 clusters Score -733174.8 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -735245.062500 Penalty: 4509.691406
	Iteration 1F: 3 clusters Score -735245.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -735561.562500 Penalty: 4509.691406
	Iteration 2F: 3 clusters Score -735561.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -735810.187500 Penalty: 4509.691406
	Iteration 3F: 3 clusters Score -735810.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -736007.625000 Penalty: 4509.691406
	Iteration 4Q: 3 clusters Score -736007.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -736218.750000 Penalty: 4509.691406
	Iteration 5Q: 3 clusters Score -736218.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -736408.625000 Penalty: 4509.691406
	Iteration 6Q: 3 clusters Score -736408.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -736602.250000 Penalty: 4509.691406
	Iteration 7Q: 3 clusters Score -736602.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -736815.500000 Penalty: 4509.691406
	Iteration 8Q: 3 clusters Score -736815.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -737042.000000 Penalty: 4509.691406
	Iteration 9Q: 3 clusters Score -737042 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -737252.062500 Penalty: 4509.691406
	Iteration 10Q: 3 clusters Score -737252.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -737467.000000 Penalty: 4509.691406
	Iteration 11Q: 3 clusters Score -737467 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -737711.687500 Penalty: 4509.691406
	Iteration 12Q: 3 clusters Score -737711.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -737959.000000 Penalty: 4509.691406
	Iteration 13Q: 3 clusters Score -737959 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -738159.687500 Penalty: 4509.691406
	Iteration 14Q: 3 clusters Score -738159.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -738313.875000 Penalty: 4509.691406
	Iteration 15Q: 3 clusters Score -738313.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -738411.750000 Penalty: 4509.691406
	Iteration 16Q: 3 clusters Score -738411.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -738473.062500 Penalty: 4509.691406
	Iteration 17Q: 3 clusters Score -738473.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -738524.125000 Penalty: 4509.691406
	Iteration 18Q: 3 clusters Score -738524.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -738560.375000 Penalty: 4509.691406
	Iteration 19Q: 3 clusters Score -738560.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -738583.437500 Penalty: 4509.691406
	Iteration 20F: 3 clusters Score -738583.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -738607.875000 Penalty: 4509.691406
	Iteration 21Q: 3 clusters Score -738607.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -738628.500000 Penalty: 4509.691406
	Iteration 22Q: 3 clusters Score -738628.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -738646.875000 Penalty: 4509.691406
	Iteration 23Q: 3 clusters Score -738646.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -738662.437500 Penalty: 4509.691406
	Iteration 24Q: 3 clusters Score -738662.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -738677.562500 Penalty: 4509.691406
	Iteration 25Q: 3 clusters Score -738677.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -738701.687500 Penalty: 4509.691406
	Iteration 26Q: 3 clusters Score -738701.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -738729.937500 Penalty: 4509.691406
	Iteration 27Q: 3 clusters Score -738729.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -738769.000000 Penalty: 4509.691406
	Iteration 28Q: 3 clusters Score -738769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -738820.125000 Penalty: 4509.691406
	Iteration 29Q: 3 clusters Score -738820.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -738893.312500 Penalty: 4509.691406
	Iteration 30Q: 3 clusters Score -738893.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -738934.125000 Penalty: 4509.691406
	Iteration 31Q: 3 clusters Score -738934.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -738957.437500 Penalty: 4509.691406
	Iteration 32Q: 3 clusters Score -738957.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -738973.437500 Penalty: 4509.691406
	Iteration 33Q: 3 clusters Score -738973.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -738985.625000 Penalty: 4509.691406
	Iteration 34Q: 3 clusters Score -738985.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -738992.875000 Penalty: 4509.691406
	Iteration 35Q: 3 clusters Score -738992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -738997.125000 Penalty: 4509.691406
	Iteration 36Q: 3 clusters Score -738997.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -739001.625000 Penalty: 4509.691406
	Iteration 37Q: 3 clusters Score -739001.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -739003.375000 Penalty: 4509.691406
	Iteration 38Q: 3 clusters Score -739003.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -739009.625000 Penalty: 4509.691406
	Iteration 39Q: 3 clusters Score -739009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -739012.437500 Penalty: 4509.691406
	Iteration 40F: 3 clusters Score -739012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -739014.437500 Penalty: 4509.691406
	Iteration 41Q: 3 clusters Score -739014.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -739016.437500 Penalty: 4509.691406
	Iteration 42Q: 3 clusters Score -739016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -739018.062500 Penalty: 4509.691406
	Iteration 43Q: 3 clusters Score -739018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -739018.687500 Penalty: 4509.691406
	Iteration 44Q: 3 clusters Score -739018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -739018.312500 Penalty: 4509.691406
	Iteration 45Q: 3 clusters Score -739018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -739017.937500 Penalty: 4509.691406
	Iteration 46Q: 3 clusters Score -739017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -739018.375000 Penalty: 4509.691406
	Iteration 47Q: 3 clusters Score -739018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -739019.875000 Penalty: 4509.691406
	Iteration 48Q: 3 clusters Score -739019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -739019.812500 Penalty: 4509.691406
	Iteration 49Q: 3 clusters Score -739019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -739019.812500 Penalty: 4509.691406
	Iteration 50F: 3 clusters Score -739019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Entering Unmasked Estep 
Score: -8994793.000000 Penalty: 2861.220459
	Iteration 0F: 2 clusters Score -8994793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -8926320.000000 Penalty: 5722.440918
	Iteration 0F: 3 clusters Score -8926320 nChanged 48341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -8953551.000000 Penalty: 5722.440918
	Iteration 1F: 3 clusters Score -8953551 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -8954182.000000 Penalty: 5722.440918
	Iteration 2Q: 3 clusters Score -8954182 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -8954841.000000 Penalty: 5722.440918
	Iteration 3Q: 3 clusters Score -8954841 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -8955613.000000 Penalty: 5722.440918
	Iteration 4Q: 3 clusters Score -8955613 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -8956670.000000 Penalty: 5722.440918
	Iteration 5Q: 3 clusters Score -8956670 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -8958105.000000 Penalty: 5722.440918
	Iteration 6Q: 3 clusters Score -8958105 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -8960165.000000 Penalty: 5722.440918
	Iteration 7Q: 3 clusters Score -8960165 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -8962778.000000 Penalty: 5722.440918
	Iteration 8F: 3 clusters Score -8962778 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -8966352.000000 Penalty: 5722.440918
	Iteration 9F: 3 clusters Score -8966352 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -8970430.000000 Penalty: 5722.440918
	Iteration 10F: 3 clusters Score -8970430 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -8974624.000000 Penalty: 5722.440918
	Iteration 11F: 3 clusters Score -8974624 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -8977925.000000 Penalty: 5722.440918
	Iteration 12Q: 3 clusters Score -8977925 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -8980016.000000 Penalty: 5722.440918
	Iteration 13Q: 3 clusters Score -8980016 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -8981203.000000 Penalty: 5722.440918
	Iteration 14Q: 3 clusters Score -8981203 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -8982010.000000 Penalty: 5722.440918
	Iteration 15Q: 3 clusters Score -8982010 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -8982684.000000 Penalty: 5722.440918
	Iteration 16Q: 3 clusters Score -8982684 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -8983353.000000 Penalty: 5722.440918
	Iteration 17Q: 3 clusters Score -8983353 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -8984144.000000 Penalty: 5722.440918
	Iteration 18Q: 3 clusters Score -8984144 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -8984861.000000 Penalty: 5722.440918
	Iteration 19Q: 3 clusters Score -8984861 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -8985603.000000 Penalty: 5722.440918
	Iteration 20F: 3 clusters Score -8985603 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 89584 members 
Entering Unmasked Estep 
Score: -8986399.000000 Penalty: 5722.440918
	Iteration 21Q: 3 clusters Score -8986399 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 91281 members 
Entering Unmasked Estep 
Score: -8987148.000000 Penalty: 5722.440918
	Iteration 22Q: 3 clusters Score -8987148 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 92866 members 
Entering Unmasked Estep 
Score: -8987863.000000 Penalty: 5722.440918
	Iteration 23Q: 3 clusters Score -8987863 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 94329 members 
Entering Unmasked Estep 
Score: -8988631.000000 Penalty: 5722.440918
	Iteration 24Q: 3 clusters Score -8988631 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 95639 members 
Entering Unmasked Estep 
Score: -8989256.000000 Penalty: 5722.440918
	Iteration 25Q: 3 clusters Score -8989256 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -8989873.000000 Penalty: 5722.440918
	Iteration 26Q: 3 clusters Score -8989873 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -8990380.000000 Penalty: 5722.440918
	Iteration 27Q: 3 clusters Score -8990380 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -8990806.000000 Penalty: 5722.440918
	Iteration 28Q: 3 clusters Score -8990806 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -8991198.000000 Penalty: 5722.440918
	Iteration 29Q: 3 clusters Score -8991198 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -8991484.000000 Penalty: 5722.440918
	Iteration 30Q: 3 clusters Score -8991484 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 100182 members 
Entering Unmasked Estep 
Score: -8991681.000000 Penalty: 5722.440918
	Iteration 31Q: 3 clusters Score -8991681 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 100535 members 
Entering Unmasked Estep 
Score: -8991868.000000 Penalty: 5722.440918
	Iteration 32Q: 3 clusters Score -8991868 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -8992008.000000 Penalty: 5722.440918
	Iteration 33Q: 3 clusters Score -8992008 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 100988 members 
Entering Unmasked Estep 
Score: -8992121.000000 Penalty: 5722.440918
	Iteration 34Q: 3 clusters Score -8992121 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -8992169.000000 Penalty: 5722.440918
	Iteration 35Q: 3 clusters Score -8992169 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -8992233.000000 Penalty: 5722.440918
	Iteration 36Q: 3 clusters Score -8992233 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 101296 members 
Entering Unmasked Estep 
Score: -8992262.000000 Penalty: 5722.440918
	Iteration 37Q: 3 clusters Score -8992262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -8992294.000000 Penalty: 5722.440918
	Iteration 38Q: 3 clusters Score -8992294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -8992324.000000 Penalty: 5722.440918
	Iteration 39Q: 3 clusters Score -8992324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 101454 members 
Entering Unmasked Estep 
Score: -8992323.000000 Penalty: 5722.440918
	Iteration 40F: 3 clusters Score -8992323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -8992344.000000 Penalty: 5722.440918
	Iteration 41Q: 3 clusters Score -8992344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -8992360.000000 Penalty: 5722.440918
	Iteration 42Q: 3 clusters Score -8992360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -8992397.000000 Penalty: 5722.440918
	Iteration 43Q: 3 clusters Score -8992397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -8992402.000000 Penalty: 5722.440918
	Iteration 44Q: 3 clusters Score -8992402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -8992408.000000 Penalty: 5722.440918
	Iteration 45Q: 3 clusters Score -8992408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 101609 members 
Entering Unmasked Estep 
Score: -8992413.000000 Penalty: 5722.440918
	Iteration 46Q: 3 clusters Score -8992413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -8992426.000000 Penalty: 5722.440918
	Iteration 47Q: 3 clusters Score -8992426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -8992424.000000 Penalty: 5722.440918
	Iteration 48Q: 3 clusters Score -8992424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -8992434.000000 Penalty: 5722.440918
	Iteration 49Q: 3 clusters Score -8992434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -8992441.000000 Penalty: 5722.440918
	Iteration 50Q: 3 clusters Score -8992441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -8992442.000000 Penalty: 5722.440918
	Iteration 51Q: 3 clusters Score -8992442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -8992453.000000 Penalty: 5722.440918
	Iteration 52Q: 3 clusters Score -8992453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -8992454.000000 Penalty: 5722.440918
	Iteration 53Q: 3 clusters Score -8992454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -8992455.000000 Penalty: 5722.440918
	Iteration 54Q: 3 clusters Score -8992455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -8992474.000000 Penalty: 5722.440918
	Iteration 55Q: 3 clusters Score -8992474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 101711 members 
Entering Unmasked Estep 
Score: -8992485.000000 Penalty: 5722.440918
	Iteration 56Q: 3 clusters Score -8992485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -8992476.000000 Penalty: 5722.440918
	Iteration 57Q: 3 clusters Score -8992476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -8992472.000000 Penalty: 5722.440918
	Iteration 58Q: 3 clusters Score -8992472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -8992476.000000 Penalty: 5722.440918
	Iteration 59Q: 3 clusters Score -8992476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -8992479.000000 Penalty: 5722.440918
	Iteration 60F: 3 clusters Score -8992479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -8992487.000000 Penalty: 5722.440918
	Iteration 61Q: 3 clusters Score -8992487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 101740 members 
Entering Unmasked Estep 
Score: -8992489.000000 Penalty: 5722.440918
	Iteration 62Q: 3 clusters Score -8992489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 101745 members 
Entering Unmasked Estep 
Score: -8992493.000000 Penalty: 5722.440918
	Iteration 63Q: 3 clusters Score -8992493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 101749 members 
Entering Unmasked Estep 
Score: -8992500.000000 Penalty: 5722.440918
	Iteration 64Q: 3 clusters Score -8992500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 101749 members 
Entering Unmasked Estep 
Score: -8992502.000000 Penalty: 5722.440918
	Iteration 65Q: 3 clusters Score -8992502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 101754 members 
Entering Unmasked Estep 
Score: -8992503.000000 Penalty: 5722.440918
	Iteration 66Q: 3 clusters Score -8992503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -8992502.000000 Penalty: 5722.440918
	Iteration 67Q: 3 clusters Score -8992502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 101763 members 
Entering Unmasked Estep 
Score: -8992509.000000 Penalty: 5722.440918
	Iteration 68Q: 3 clusters Score -8992509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 101769 members 
Entering Unmasked Estep 
Score: -8992510.000000 Penalty: 5722.440918
	Iteration 69Q: 3 clusters Score -8992510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 101775 members 
Entering Unmasked Estep 
Score: -8992522.000000 Penalty: 5722.440918
	Iteration 70Q: 3 clusters Score -8992522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -8992514.000000 Penalty: 5722.440918
	Iteration 71Q: 3 clusters Score -8992514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -8992507.000000 Penalty: 5722.440918
	Iteration 72Q: 3 clusters Score -8992507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -8992507.000000 Penalty: 5722.440918
	Iteration 73F: 3 clusters Score -8992507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -94901.929688 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -94901.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92864.328125 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -92864.33 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -93191.195312 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -93191.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -93298.640625 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -93298.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -93345.390625 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -93345.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93380.265625 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -93380.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -93411.671875 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -93411.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -93432.898438 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -93432.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93465.054688 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -93465.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -93529.195312 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -93529.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -93590.468750 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -93590.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -93675.281250 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -93675.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93758.101562 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -93758.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -93829.890625 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -93829.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -93925.351562 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -93925.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -94005.070312 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -94005.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -94069.734375 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -94069.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -94112.523438 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -94112.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -94155.695312 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -94155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -94160.593750 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -94160.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -94163.867188 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -94163.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -94191.664062 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -94191.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -94247.734375 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -94247.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -94282.664062 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -94282.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -94305.257812 Penalty: 3512.110352
	Iteration 23Q: 3 clusters Score -94305.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -94318.648438 Penalty: 3512.110352
	Iteration 24Q: 3 clusters Score -94318.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -94327.562500 Penalty: 3512.110352
	Iteration 25Q: 3 clusters Score -94327.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -94339.960938 Penalty: 3512.110352
	Iteration 26Q: 3 clusters Score -94339.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -94348.500000 Penalty: 3512.110352
	Iteration 27Q: 3 clusters Score -94348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -94355.773438 Penalty: 3512.110352
	Iteration 28Q: 3 clusters Score -94355.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -94362.085938 Penalty: 3512.110352
	Iteration 29Q: 3 clusters Score -94362.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -94364.554688 Penalty: 3512.110352
	Iteration 30Q: 3 clusters Score -94364.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -94364.554688 Penalty: 3512.110352
	Iteration 31F: 3 clusters Score -94364.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Entering Unmasked Estep 
Score: -2128451.750000 Penalty: 2522.889648
	Iteration 0F: 2 clusters Score -2128452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2110443.500000 Penalty: 5045.779297
	Iteration 0F: 3 clusters Score -2110444 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2117053.000000 Penalty: 5045.779297
	Iteration 1F: 3 clusters Score -2117053 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2118046.000000 Penalty: 5045.779297
	Iteration 2F: 3 clusters Score -2118046 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2119227.000000 Penalty: 5045.779297
	Iteration 3F: 3 clusters Score -2119227 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2120662.500000 Penalty: 5045.779297
	Iteration 4F: 3 clusters Score -2120662 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2122300.750000 Penalty: 5045.779297
	Iteration 5F: 3 clusters Score -2122301 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2123725.250000 Penalty: 5045.779297
	Iteration 6F: 3 clusters Score -2123725 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2124745.500000 Penalty: 5045.779297
	Iteration 7F: 3 clusters Score -2124746 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2125380.750000 Penalty: 5045.779297
	Iteration 8Q: 3 clusters Score -2125381 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2125803.000000 Penalty: 5045.779297
	Iteration 9Q: 3 clusters Score -2125803 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2126057.000000 Penalty: 5045.779297
	Iteration 10Q: 3 clusters Score -2126057 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2126232.250000 Penalty: 5045.779297
	Iteration 11Q: 3 clusters Score -2126232 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2126371.000000 Penalty: 5045.779297
	Iteration 12Q: 3 clusters Score -2126371 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2126462.750000 Penalty: 5045.779297
	Iteration 13Q: 3 clusters Score -2126463 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2126545.750000 Penalty: 5045.779297
	Iteration 14Q: 3 clusters Score -2126546 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2126629.500000 Penalty: 5045.779297
	Iteration 15Q: 3 clusters Score -2126630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2126721.000000 Penalty: 5045.779297
	Iteration 16Q: 3 clusters Score -2126721 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2126807.250000 Penalty: 5045.779297
	Iteration 17Q: 3 clusters Score -2126807 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2126888.250000 Penalty: 5045.779297
	Iteration 18Q: 3 clusters Score -2126888 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2126976.500000 Penalty: 5045.779297
	Iteration 19Q: 3 clusters Score -2126976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2127059.250000 Penalty: 5045.779297
	Iteration 20F: 3 clusters Score -2127059 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2127117.250000 Penalty: 5045.779297
	Iteration 21Q: 3 clusters Score -2127117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2127173.750000 Penalty: 5045.779297
	Iteration 22Q: 3 clusters Score -2127174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2127241.250000 Penalty: 5045.779297
	Iteration 23Q: 3 clusters Score -2127241 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2127300.000000 Penalty: 5045.779297
	Iteration 24Q: 3 clusters Score -2127300 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2127346.000000 Penalty: 5045.779297
	Iteration 25Q: 3 clusters Score -2127346 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2127409.000000 Penalty: 5045.779297
	Iteration 26Q: 3 clusters Score -2127409 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2127454.500000 Penalty: 5045.779297
	Iteration 27Q: 3 clusters Score -2127454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2127485.000000 Penalty: 5045.779297
	Iteration 28Q: 3 clusters Score -2127485 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2127519.750000 Penalty: 5045.779297
	Iteration 29Q: 3 clusters Score -2127520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2127542.500000 Penalty: 5045.779297
	Iteration 30Q: 3 clusters Score -2127542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2127558.750000 Penalty: 5045.779297
	Iteration 31Q: 3 clusters Score -2127559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2127567.000000 Penalty: 5045.779297
	Iteration 32Q: 3 clusters Score -2127567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2127572.000000 Penalty: 5045.779297
	Iteration 33Q: 3 clusters Score -2127572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2127579.500000 Penalty: 5045.779297
	Iteration 34Q: 3 clusters Score -2127580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2127589.500000 Penalty: 5045.779297
	Iteration 35Q: 3 clusters Score -2127590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2127589.500000 Penalty: 5045.779297
	Iteration 36Q: 3 clusters Score -2127590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2127608.250000 Penalty: 5045.779297
	Iteration 37Q: 3 clusters Score -2127608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2127615.500000 Penalty: 5045.779297
	Iteration 38Q: 3 clusters Score -2127616 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2127623.500000 Penalty: 5045.779297
	Iteration 39Q: 3 clusters Score -2127624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2127638.500000 Penalty: 5045.779297
	Iteration 40F: 3 clusters Score -2127638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2127652.500000 Penalty: 5045.779297
	Iteration 41Q: 3 clusters Score -2127652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2127661.750000 Penalty: 5045.779297
	Iteration 42Q: 3 clusters Score -2127662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2127665.750000 Penalty: 5045.779297
	Iteration 43Q: 3 clusters Score -2127666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2127678.500000 Penalty: 5045.779297
	Iteration 44Q: 3 clusters Score -2127678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2127693.500000 Penalty: 5045.779297
	Iteration 45Q: 3 clusters Score -2127694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2127695.750000 Penalty: 5045.779297
	Iteration 46Q: 3 clusters Score -2127696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2127701.000000 Penalty: 5045.779297
	Iteration 47Q: 3 clusters Score -2127701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2127703.500000 Penalty: 5045.779297
	Iteration 48Q: 3 clusters Score -2127704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2127720.500000 Penalty: 5045.779297
	Iteration 49Q: 3 clusters Score -2127720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2127724.750000 Penalty: 5045.779297
	Iteration 50Q: 3 clusters Score -2127725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2127728.000000 Penalty: 5045.779297
	Iteration 51Q: 3 clusters Score -2127728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2127734.250000 Penalty: 5045.779297
	Iteration 52Q: 3 clusters Score -2127734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2127738.750000 Penalty: 5045.779297
	Iteration 53Q: 3 clusters Score -2127739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2127741.500000 Penalty: 5045.779297
	Iteration 54Q: 3 clusters Score -2127742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2127747.750000 Penalty: 5045.779297
	Iteration 55Q: 3 clusters Score -2127748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2127754.500000 Penalty: 5045.779297
	Iteration 56Q: 3 clusters Score -2127754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2127750.500000 Penalty: 5045.779297
	Iteration 57Q: 3 clusters Score -2127750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2127759.250000 Penalty: 5045.779297
	Iteration 58Q: 3 clusters Score -2127759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2127760.000000 Penalty: 5045.779297
	Iteration 59Q: 3 clusters Score -2127760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2127767.750000 Penalty: 5045.779297
	Iteration 60F: 3 clusters Score -2127768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2127763.250000 Penalty: 5045.779297
	Iteration 61Q: 3 clusters Score -2127763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2127767.750000 Penalty: 5045.779297
	Iteration 62Q: 3 clusters Score -2127768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2127768.750000 Penalty: 5045.779297
	Iteration 63Q: 3 clusters Score -2127769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2127779.750000 Penalty: 5045.779297
	Iteration 64Q: 3 clusters Score -2127780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2127780.250000 Penalty: 5045.779297
	Iteration 65Q: 3 clusters Score -2127780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2127789.750000 Penalty: 5045.779297
	Iteration 66Q: 3 clusters Score -2127790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2127794.500000 Penalty: 5045.779297
	Iteration 67Q: 3 clusters Score -2127794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2127792.500000 Penalty: 5045.779297
	Iteration 68Q: 3 clusters Score -2127792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2127796.750000 Penalty: 5045.779297
	Iteration 69Q: 3 clusters Score -2127797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2127795.250000 Penalty: 5045.779297
	Iteration 70Q: 3 clusters Score -2127795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2127796.750000 Penalty: 5045.779297
	Iteration 71Q: 3 clusters Score -2127797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2127800.000000 Penalty: 5045.779297
	Iteration 72Q: 3 clusters Score -2127800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2127799.000000 Penalty: 5045.779297
	Iteration 73Q: 3 clusters Score -2127799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2127799.750000 Penalty: 5045.779297
	Iteration 74Q: 3 clusters Score -2127800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2127800.250000 Penalty: 5045.779297
	Iteration 75Q: 3 clusters Score -2127800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2127801.500000 Penalty: 5045.779297
	Iteration 76Q: 3 clusters Score -2127802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2127800.750000 Penalty: 5045.779297
	Iteration 77Q: 3 clusters Score -2127801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2127800.750000 Penalty: 5045.779297
	Iteration 78F: 3 clusters Score -2127801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -621349.125000 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -621349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -615346.937500 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -615346.9 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -616963.312500 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -616963.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -617235.875000 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -617235.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -617461.562500 Penalty: 4420.586914
	Iteration 3F: 3 clusters Score -617461.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -617653.875000 Penalty: 4420.586914
	Iteration 4Q: 3 clusters Score -617653.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -617863.000000 Penalty: 4420.586914
	Iteration 5Q: 3 clusters Score -617863 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -618071.062500 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -618071.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -618261.687500 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -618261.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -618448.562500 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -618448.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -618625.125000 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -618625.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -618793.125000 Penalty: 4420.586914
	Iteration 10Q: 3 clusters Score -618793.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -618946.375000 Penalty: 4420.586914
	Iteration 11Q: 3 clusters Score -618946.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -619055.500000 Penalty: 4420.586914
	Iteration 12Q: 3 clusters Score -619055.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -619139.375000 Penalty: 4420.586914
	Iteration 13Q: 3 clusters Score -619139.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -619206.562500 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -619206.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -619280.062500 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -619280.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -619340.000000 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -619340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -619395.812500 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -619395.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -619430.875000 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -619430.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -619461.687500 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -619461.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -619483.625000 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -619483.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -619500.437500 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -619500.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -619511.875000 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -619511.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -619528.125000 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -619528.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -619546.625000 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -619546.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -619560.375000 Penalty: 4420.586914
	Iteration 25Q: 3 clusters Score -619560.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -619583.687500 Penalty: 4420.586914
	Iteration 26Q: 3 clusters Score -619583.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -619608.750000 Penalty: 4420.586914
	Iteration 27Q: 3 clusters Score -619608.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -619633.875000 Penalty: 4420.586914
	Iteration 28Q: 3 clusters Score -619633.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -619651.500000 Penalty: 4420.586914
	Iteration 29Q: 3 clusters Score -619651.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -619665.812500 Penalty: 4420.586914
	Iteration 30Q: 3 clusters Score -619665.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -619676.625000 Penalty: 4420.586914
	Iteration 31Q: 3 clusters Score -619676.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -619685.625000 Penalty: 4420.586914
	Iteration 32Q: 3 clusters Score -619685.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -619691.000000 Penalty: 4420.586914
	Iteration 33Q: 3 clusters Score -619691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -619698.437500 Penalty: 4420.586914
	Iteration 34Q: 3 clusters Score -619698.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -619702.812500 Penalty: 4420.586914
	Iteration 35Q: 3 clusters Score -619702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -619706.937500 Penalty: 4420.586914
	Iteration 36Q: 3 clusters Score -619706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -619708.625000 Penalty: 4420.586914
	Iteration 37Q: 3 clusters Score -619708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -619710.312500 Penalty: 4420.586914
	Iteration 38Q: 3 clusters Score -619710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -619710.687500 Penalty: 4420.586914
	Iteration 39Q: 3 clusters Score -619710.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -619713.312500 Penalty: 4420.586914
	Iteration 40F: 3 clusters Score -619713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -619716.062500 Penalty: 4420.586914
	Iteration 41Q: 3 clusters Score -619716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -619715.437500 Penalty: 4420.586914
	Iteration 42Q: 3 clusters Score -619715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -619716.250000 Penalty: 4420.586914
	Iteration 43Q: 3 clusters Score -619716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -619715.500000 Penalty: 4420.586914
	Iteration 44Q: 3 clusters Score -619715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -619715.500000 Penalty: 4420.586914
	Iteration 45F: 3 clusters Score -619715.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -565272.937500 Penalty: 2216.918701
	Iteration 0F: 2 clusters Score -565272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -559120.750000 Penalty: 4433.837402
	Iteration 0F: 3 clusters Score -559120.8 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -561136.875000 Penalty: 4433.837402
	Iteration 1F: 3 clusters Score -561136.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -561734.625000 Penalty: 4433.837402
	Iteration 2F: 3 clusters Score -561734.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -562300.500000 Penalty: 4433.837402
	Iteration 3F: 3 clusters Score -562300.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -562862.812500 Penalty: 4433.837402
	Iteration 4F: 3 clusters Score -562862.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -563330.625000 Penalty: 4433.837402
	Iteration 5F: 3 clusters Score -563330.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -563642.500000 Penalty: 4433.837402
	Iteration 6F: 3 clusters Score -563642.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -563888.000000 Penalty: 4433.837402
	Iteration 7Q: 3 clusters Score -563888 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -564014.375000 Penalty: 4433.837402
	Iteration 8Q: 3 clusters Score -564014.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -564082.187500 Penalty: 4433.837402
	Iteration 9Q: 3 clusters Score -564082.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -564137.062500 Penalty: 4433.837402
	Iteration 10Q: 3 clusters Score -564137.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -564173.625000 Penalty: 4433.837402
	Iteration 11Q: 3 clusters Score -564173.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -564201.000000 Penalty: 4433.837402
	Iteration 12Q: 3 clusters Score -564201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -564219.500000 Penalty: 4433.837402
	Iteration 13Q: 3 clusters Score -564219.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -564229.437500 Penalty: 4433.837402
	Iteration 14Q: 3 clusters Score -564229.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -564238.687500 Penalty: 4433.837402
	Iteration 15Q: 3 clusters Score -564238.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -564241.750000 Penalty: 4433.837402
	Iteration 16Q: 3 clusters Score -564241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -564248.125000 Penalty: 4433.837402
	Iteration 17Q: 3 clusters Score -564248.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -564251.437500 Penalty: 4433.837402
	Iteration 18Q: 3 clusters Score -564251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -564255.250000 Penalty: 4433.837402
	Iteration 19Q: 3 clusters Score -564255.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -564258.375000 Penalty: 4433.837402
	Iteration 20F: 3 clusters Score -564258.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -564261.250000 Penalty: 4433.837402
	Iteration 21Q: 3 clusters Score -564261.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -564262.625000 Penalty: 4433.837402
	Iteration 22Q: 3 clusters Score -564262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -564264.625000 Penalty: 4433.837402
	Iteration 23Q: 3 clusters Score -564264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -564264.500000 Penalty: 4433.837402
	Iteration 24Q: 3 clusters Score -564264.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -564267.250000 Penalty: 4433.837402
	Iteration 25Q: 3 clusters Score -564267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -564268.187500 Penalty: 4433.837402
	Iteration 26Q: 3 clusters Score -564268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -564268.687500 Penalty: 4433.837402
	Iteration 27Q: 3 clusters Score -564268.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -564269.187500 Penalty: 4433.837402
	Iteration 28Q: 3 clusters Score -564269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -564269.687500 Penalty: 4433.837402
	Iteration 29Q: 3 clusters Score -564269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -564269.687500 Penalty: 4433.837402
	Iteration 30F: 3 clusters Score -564269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (27412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Entering Unmasked Estep 
Score: -2420455.500000 Penalty: 2534.246338
	Iteration 0F: 2 clusters Score -2420456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2401592.250000 Penalty: 5068.492676
	Iteration 0F: 3 clusters Score -2401592 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2408180.750000 Penalty: 5068.492676
	Iteration 1F: 3 clusters Score -2408181 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2408607.250000 Penalty: 5068.492676
	Iteration 2Q: 3 clusters Score -2408607 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2409005.000000 Penalty: 5068.492676
	Iteration 3Q: 3 clusters Score -2409005 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2409427.250000 Penalty: 5068.492676
	Iteration 4Q: 3 clusters Score -2409427 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2409927.750000 Penalty: 5068.492676
	Iteration 5Q: 3 clusters Score -2409928 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2410624.000000 Penalty: 5068.492676
	Iteration 6Q: 3 clusters Score -2410624 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2411590.000000 Penalty: 5068.492676
	Iteration 7F: 3 clusters Score -2411590 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2412919.000000 Penalty: 5068.492676
	Iteration 8F: 3 clusters Score -2412919 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2414467.000000 Penalty: 5068.492676
	Iteration 9F: 3 clusters Score -2414467 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2415899.750000 Penalty: 5068.492676
	Iteration 10F: 3 clusters Score -2415900 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2416923.750000 Penalty: 5068.492676
	Iteration 11Q: 3 clusters Score -2416924 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2417556.750000 Penalty: 5068.492676
	Iteration 12Q: 3 clusters Score -2417557 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2417860.500000 Penalty: 5068.492676
	Iteration 13Q: 3 clusters Score -2417860 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2418027.250000 Penalty: 5068.492676
	Iteration 14Q: 3 clusters Score -2418027 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -2418124.250000 Penalty: 5068.492676
	Iteration 15Q: 3 clusters Score -2418124 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -2418186.000000 Penalty: 5068.492676
	Iteration 16Q: 3 clusters Score -2418186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2418244.250000 Penalty: 5068.492676
	Iteration 17Q: 3 clusters Score -2418244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2418283.750000 Penalty: 5068.492676
	Iteration 18Q: 3 clusters Score -2418284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2418328.750000 Penalty: 5068.492676
	Iteration 19Q: 3 clusters Score -2418329 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2418362.500000 Penalty: 5068.492676
	Iteration 20F: 3 clusters Score -2418362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -2418392.000000 Penalty: 5068.492676
	Iteration 21Q: 3 clusters Score -2418392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2418407.500000 Penalty: 5068.492676
	Iteration 22Q: 3 clusters Score -2418408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2418423.250000 Penalty: 5068.492676
	Iteration 23Q: 3 clusters Score -2418423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2418448.250000 Penalty: 5068.492676
	Iteration 24Q: 3 clusters Score -2418448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2418458.000000 Penalty: 5068.492676
	Iteration 25Q: 3 clusters Score -2418458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2418475.250000 Penalty: 5068.492676
	Iteration 26Q: 3 clusters Score -2418475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2418486.750000 Penalty: 5068.492676
	Iteration 27Q: 3 clusters Score -2418487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2418495.000000 Penalty: 5068.492676
	Iteration 28Q: 3 clusters Score -2418495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2418505.750000 Penalty: 5068.492676
	Iteration 29Q: 3 clusters Score -2418506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -2418515.000000 Penalty: 5068.492676
	Iteration 30Q: 3 clusters Score -2418515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -2418519.500000 Penalty: 5068.492676
	Iteration 31Q: 3 clusters Score -2418520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2418524.500000 Penalty: 5068.492676
	Iteration 32Q: 3 clusters Score -2418524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -2418532.750000 Penalty: 5068.492676
	Iteration 33Q: 3 clusters Score -2418533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2418539.750000 Penalty: 5068.492676
	Iteration 34Q: 3 clusters Score -2418540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2418540.500000 Penalty: 5068.492676
	Iteration 35Q: 3 clusters Score -2418540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -2418539.500000 Penalty: 5068.492676
	Iteration 36Q: 3 clusters Score -2418540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -2418545.500000 Penalty: 5068.492676
	Iteration 37Q: 3 clusters Score -2418546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -2418547.250000 Penalty: 5068.492676
	Iteration 38Q: 3 clusters Score -2418547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2418546.750000 Penalty: 5068.492676
	Iteration 39Q: 3 clusters Score -2418547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -2418546.500000 Penalty: 5068.492676
	Iteration 40F: 3 clusters Score -2418546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -2418547.500000 Penalty: 5068.492676
	Iteration 41Q: 3 clusters Score -2418548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -2418547.750000 Penalty: 5068.492676
	Iteration 42Q: 3 clusters Score -2418548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2418547.750000 Penalty: 5068.492676
	Iteration 43Q: 3 clusters Score -2418548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2418549.500000 Penalty: 5068.492676
	Iteration 44Q: 3 clusters Score -2418550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -2418550.000000 Penalty: 5068.492676
	Iteration 45Q: 3 clusters Score -2418550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -2418549.250000 Penalty: 5068.492676
	Iteration 46Q: 3 clusters Score -2418549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -2418549.250000 Penalty: 5068.492676
	Iteration 47F: 3 clusters Score -2418549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -101100.859375 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -101100.9 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 616 members 
Entering Unmasked Estep 
Score: -98985.210938 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -98985.21 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99324.101562 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -99324.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -99409.210938 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -99409.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99450.210938 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -99450.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99463.890625 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -99463.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99467.796875 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -99467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99468.820312 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -99468.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -99470.273438 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -99470.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99473.757812 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -99473.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99474.585938 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -99474.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99474.585938 Penalty: 3520.794434
	Iteration 10F: 3 clusters Score -99474.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -354319.968750 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -354320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -350242.750000 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -350242.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -351192.468750 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -351192.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -351453.406250 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -351453.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -351609.312500 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -351609.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -351723.406250 Penalty: 4144.851074
	Iteration 4Q: 3 clusters Score -351723.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -351814.531250 Penalty: 4144.851074
	Iteration 5Q: 3 clusters Score -351814.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -351917.906250 Penalty: 4144.851074
	Iteration 6Q: 3 clusters Score -351917.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -352037.312500 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -352037.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -352140.781250 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -352140.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -352263.062500 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -352263.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -352422.906250 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -352422.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -352597.500000 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -352597.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -352749.468750 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -352749.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -352902.125000 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -352902.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -353037.562500 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -353037.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -353121.531250 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -353121.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -353192.093750 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -353192.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -353238.718750 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -353238.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -353271.218750 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -353271.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -353302.218750 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -353302.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -353330.343750 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -353330.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -353356.718750 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -353356.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -353382.718750 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -353382.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -353400.312500 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -353400.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -353411.406250 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -353411.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -353420.187500 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -353420.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -353426.812500 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -353426.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -353434.093750 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -353434.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -353436.812500 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -353436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -353439.218750 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -353439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -353442.562500 Penalty: 4144.851074
	Iteration 30Q: 3 clusters Score -353442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -353442.812500 Penalty: 4144.851074
	Iteration 31Q: 3 clusters Score -353442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -353443.531250 Penalty: 4144.851074
	Iteration 32Q: 3 clusters Score -353443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -353445.343750 Penalty: 4144.851074
	Iteration 33Q: 3 clusters Score -353445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -353446.343750 Penalty: 4144.851074
	Iteration 34Q: 3 clusters Score -353446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -353445.093750 Penalty: 4144.851074
	Iteration 35Q: 3 clusters Score -353445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -353445.093750 Penalty: 4144.851074
	Iteration 36F: 3 clusters Score -353445.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (62719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Entering Unmasked Estep 
Score: -5567585.000000 Penalty: 2739.512207
	Iteration 0F: 2 clusters Score -5567585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -5525482.000000 Penalty: 5479.024414
	Iteration 0F: 3 clusters Score -5525482 nChanged 29294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -5541718.500000 Penalty: 5479.024414
	Iteration 1F: 3 clusters Score -5541718 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -5542303.500000 Penalty: 5479.024414
	Iteration 2Q: 3 clusters Score -5542304 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -5542900.000000 Penalty: 5479.024414
	Iteration 3Q: 3 clusters Score -5542900 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -5543575.500000 Penalty: 5479.024414
	Iteration 4Q: 3 clusters Score -5543576 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5544278.500000 Penalty: 5479.024414
	Iteration 5Q: 3 clusters Score -5544278 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -5545388.000000 Penalty: 5479.024414
	Iteration 6Q: 3 clusters Score -5545388 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5546756.000000 Penalty: 5479.024414
	Iteration 7Q: 3 clusters Score -5546756 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5548534.500000 Penalty: 5479.024414
	Iteration 8F: 3 clusters Score -5548534 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5550894.000000 Penalty: 5479.024414
	Iteration 9F: 3 clusters Score -5550894 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -5553812.500000 Penalty: 5479.024414
	Iteration 10F: 3 clusters Score -5553812 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -5557084.500000 Penalty: 5479.024414
	Iteration 11F: 3 clusters Score -5557084 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -5560101.000000 Penalty: 5479.024414
	Iteration 12F: 3 clusters Score -5560101 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -5562282.500000 Penalty: 5479.024414
	Iteration 13Q: 3 clusters Score -5562282 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -5563644.500000 Penalty: 5479.024414
	Iteration 14Q: 3 clusters Score -5563644 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -5564366.500000 Penalty: 5479.024414
	Iteration 15Q: 3 clusters Score -5564366 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -5564724.000000 Penalty: 5479.024414
	Iteration 16Q: 3 clusters Score -5564724 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -5564906.500000 Penalty: 5479.024414
	Iteration 17Q: 3 clusters Score -5564906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -5565031.500000 Penalty: 5479.024414
	Iteration 18Q: 3 clusters Score -5565032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -5565108.500000 Penalty: 5479.024414
	Iteration 19Q: 3 clusters Score -5565108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -5565154.000000 Penalty: 5479.024414
	Iteration 20F: 3 clusters Score -5565154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -5565193.000000 Penalty: 5479.024414
	Iteration 21Q: 3 clusters Score -5565193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -5565201.500000 Penalty: 5479.024414
	Iteration 22Q: 3 clusters Score -5565202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -5565206.500000 Penalty: 5479.024414
	Iteration 23Q: 3 clusters Score -5565206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -5565219.500000 Penalty: 5479.024414
	Iteration 24Q: 3 clusters Score -5565220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -5565236.000000 Penalty: 5479.024414
	Iteration 25Q: 3 clusters Score -5565236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -5565234.000000 Penalty: 5479.024414
	Iteration 26Q: 3 clusters Score -5565234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -5565241.500000 Penalty: 5479.024414
	Iteration 27Q: 3 clusters Score -5565242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -5565241.500000 Penalty: 5479.024414
	Iteration 28Q: 3 clusters Score -5565242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -5565245.500000 Penalty: 5479.024414
	Iteration 29Q: 3 clusters Score -5565246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -5565245.000000 Penalty: 5479.024414
	Iteration 30Q: 3 clusters Score -5565245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -5565245.500000 Penalty: 5479.024414
	Iteration 31Q: 3 clusters Score -5565246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -5565244.000000 Penalty: 5479.024414
	Iteration 32Q: 3 clusters Score -5565244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -5565244.000000 Penalty: 5479.024414
	Iteration 33F: 3 clusters Score -5565244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Entering Unmasked Estep 
Score: -2308143.500000 Penalty: 2527.859131
	Iteration 0F: 2 clusters Score -2308144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2289577.750000 Penalty: 5055.718262
	Iteration 0F: 3 clusters Score -2289578 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2296368.000000 Penalty: 5055.718262
	Iteration 1F: 3 clusters Score -2296368 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2297098.000000 Penalty: 5055.718262
	Iteration 2F: 3 clusters Score -2297098 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2297996.250000 Penalty: 5055.718262
	Iteration 3F: 3 clusters Score -2297996 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2299060.500000 Penalty: 5055.718262
	Iteration 4F: 3 clusters Score -2299060 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2300246.250000 Penalty: 5055.718262
	Iteration 5F: 3 clusters Score -2300246 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2301327.500000 Penalty: 5055.718262
	Iteration 6F: 3 clusters Score -2301328 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2302161.500000 Penalty: 5055.718262
	Iteration 7F: 3 clusters Score -2302162 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2302728.000000 Penalty: 5055.718262
	Iteration 8Q: 3 clusters Score -2302728 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2303153.500000 Penalty: 5055.718262
	Iteration 9Q: 3 clusters Score -2303154 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2303518.500000 Penalty: 5055.718262
	Iteration 10Q: 3 clusters Score -2303518 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2303864.500000 Penalty: 5055.718262
	Iteration 11Q: 3 clusters Score -2303864 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2304217.750000 Penalty: 5055.718262
	Iteration 12Q: 3 clusters Score -2304218 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2304529.750000 Penalty: 5055.718262
	Iteration 13Q: 3 clusters Score -2304530 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2304835.250000 Penalty: 5055.718262
	Iteration 14Q: 3 clusters Score -2304835 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2305127.250000 Penalty: 5055.718262
	Iteration 15Q: 3 clusters Score -2305127 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2305470.250000 Penalty: 5055.718262
	Iteration 16Q: 3 clusters Score -2305470 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2305859.750000 Penalty: 5055.718262
	Iteration 17Q: 3 clusters Score -2305860 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2306307.500000 Penalty: 5055.718262
	Iteration 18Q: 3 clusters Score -2306308 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2306686.000000 Penalty: 5055.718262
	Iteration 19Q: 3 clusters Score -2306686 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2306897.750000 Penalty: 5055.718262
	Iteration 20F: 3 clusters Score -2306898 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2306989.250000 Penalty: 5055.718262
	Iteration 21Q: 3 clusters Score -2306989 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2307036.000000 Penalty: 5055.718262
	Iteration 22Q: 3 clusters Score -2307036 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2307059.000000 Penalty: 5055.718262
	Iteration 23Q: 3 clusters Score -2307059 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2307064.000000 Penalty: 5055.718262
	Iteration 24Q: 3 clusters Score -2307064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2307070.250000 Penalty: 5055.718262
	Iteration 25Q: 3 clusters Score -2307070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2307082.250000 Penalty: 5055.718262
	Iteration 26Q: 3 clusters Score -2307082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2307088.500000 Penalty: 5055.718262
	Iteration 27Q: 3 clusters Score -2307088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2307086.500000 Penalty: 5055.718262
	Iteration 28Q: 3 clusters Score -2307086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2307090.250000 Penalty: 5055.718262
	Iteration 29Q: 3 clusters Score -2307090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2307093.250000 Penalty: 5055.718262
	Iteration 30Q: 3 clusters Score -2307093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2307095.500000 Penalty: 5055.718262
	Iteration 31Q: 3 clusters Score -2307096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2307098.500000 Penalty: 5055.718262
	Iteration 32Q: 3 clusters Score -2307098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2307100.500000 Penalty: 5055.718262
	Iteration 33Q: 3 clusters Score -2307100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2307101.500000 Penalty: 5055.718262
	Iteration 34Q: 3 clusters Score -2307102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2307101.750000 Penalty: 5055.718262
	Iteration 35Q: 3 clusters Score -2307102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2307106.500000 Penalty: 5055.718262
	Iteration 36Q: 3 clusters Score -2307106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2307106.500000 Penalty: 5055.718262
	Iteration 37Q: 3 clusters Score -2307106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2307104.000000 Penalty: 5055.718262
	Iteration 38Q: 3 clusters Score -2307104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2307106.500000 Penalty: 5055.718262
	Iteration 39Q: 3 clusters Score -2307106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2307111.250000 Penalty: 5055.718262
	Iteration 40F: 3 clusters Score -2307111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2307110.250000 Penalty: 5055.718262
	Iteration 41Q: 3 clusters Score -2307110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2307110.500000 Penalty: 5055.718262
	Iteration 42Q: 3 clusters Score -2307110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2307109.500000 Penalty: 5055.718262
	Iteration 43Q: 3 clusters Score -2307110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2307109.500000 Penalty: 5055.718262
	Iteration 44F: 3 clusters Score -2307110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -920062.187500 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -920062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -912011.125000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -912011.1 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -914428.437500 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -914428.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -914722.187500 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -914722.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -914919.062500 Penalty: 4594.367676
	Iteration 3Q: 3 clusters Score -914919.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -915069.812500 Penalty: 4594.367676
	Iteration 4Q: 3 clusters Score -915069.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -915217.750000 Penalty: 4594.367676
	Iteration 5Q: 3 clusters Score -915217.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -915362.000000 Penalty: 4594.367676
	Iteration 6Q: 3 clusters Score -915362 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -915533.000000 Penalty: 4594.367676
	Iteration 7Q: 3 clusters Score -915533 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -915708.062500 Penalty: 4594.367676
	Iteration 8Q: 3 clusters Score -915708.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -915904.312500 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -915904.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -916116.937500 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -916116.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -916333.062500 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -916333.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -916561.937500 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -916561.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -916854.437500 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -916854.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -917150.375000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -917150.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -917400.375000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -917400.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -917586.500000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -917586.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -917740.875000 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -917740.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -917850.375000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -917850.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -917940.187500 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -917940.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -918006.187500 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -918006.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -918058.000000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -918058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -918096.250000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -918096.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -918118.937500 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -918118.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -918136.125000 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -918136.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -918153.500000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -918153.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -918177.687500 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -918177.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -918198.500000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -918198.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -918211.750000 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -918211.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -918222.250000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -918222.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -918232.687500 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -918232.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -918242.062500 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -918242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -918247.625000 Penalty: 4594.367676
	Iteration 32Q: 3 clusters Score -918247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -918254.000000 Penalty: 4594.367676
	Iteration 33Q: 3 clusters Score -918254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -918261.750000 Penalty: 4594.367676
	Iteration 34Q: 3 clusters Score -918261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -918263.750000 Penalty: 4594.367676
	Iteration 35Q: 3 clusters Score -918263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -918265.437500 Penalty: 4594.367676
	Iteration 36Q: 3 clusters Score -918265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -918265.125000 Penalty: 4594.367676
	Iteration 37Q: 3 clusters Score -918265.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -918265.125000 Penalty: 4594.367676
	Iteration 38F: 3 clusters Score -918265.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Entering Unmasked Estep 
Score: -843520.750000 Penalty: 2278.875488
	Iteration 0F: 2 clusters Score -843520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -835958.312500 Penalty: 4557.750977
	Iteration 0F: 3 clusters Score -835958.3 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -838405.250000 Penalty: 4557.750977
	Iteration 1F: 3 clusters Score -838405.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -839019.375000 Penalty: 4557.750977
	Iteration 2F: 3 clusters Score -839019.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -839541.687500 Penalty: 4557.750977
	Iteration 3F: 3 clusters Score -839541.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -839978.750000 Penalty: 4557.750977
	Iteration 4F: 3 clusters Score -839978.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -840462.000000 Penalty: 4557.750977
	Iteration 5F: 3 clusters Score -840462 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -841037.937500 Penalty: 4557.750977
	Iteration 6F: 3 clusters Score -841037.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -841625.750000 Penalty: 4557.750977
	Iteration 7F: 3 clusters Score -841625.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -842098.562500 Penalty: 4557.750977
	Iteration 8F: 3 clusters Score -842098.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -842458.062500 Penalty: 4557.750977
	Iteration 9Q: 3 clusters Score -842458.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -842646.125000 Penalty: 4557.750977
	Iteration 10Q: 3 clusters Score -842646.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -842746.500000 Penalty: 4557.750977
	Iteration 11Q: 3 clusters Score -842746.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -842810.750000 Penalty: 4557.750977
	Iteration 12Q: 3 clusters Score -842810.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -842851.000000 Penalty: 4557.750977
	Iteration 13Q: 3 clusters Score -842851 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -842885.750000 Penalty: 4557.750977
	Iteration 14Q: 3 clusters Score -842885.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -842909.375000 Penalty: 4557.750977
	Iteration 15Q: 3 clusters Score -842909.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -842930.312500 Penalty: 4557.750977
	Iteration 16Q: 3 clusters Score -842930.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -842940.500000 Penalty: 4557.750977
	Iteration 17Q: 3 clusters Score -842940.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -842946.000000 Penalty: 4557.750977
	Iteration 18Q: 3 clusters Score -842946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -842949.437500 Penalty: 4557.750977
	Iteration 19Q: 3 clusters Score -842949.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -842956.062500 Penalty: 4557.750977
	Iteration 20F: 3 clusters Score -842956.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -842957.687500 Penalty: 4557.750977
	Iteration 21Q: 3 clusters Score -842957.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -842965.062500 Penalty: 4557.750977
	Iteration 22Q: 3 clusters Score -842965.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -842968.750000 Penalty: 4557.750977
	Iteration 23Q: 3 clusters Score -842968.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -842971.750000 Penalty: 4557.750977
	Iteration 24Q: 3 clusters Score -842971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -842976.062500 Penalty: 4557.750977
	Iteration 25Q: 3 clusters Score -842976.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -842976.375000 Penalty: 4557.750977
	Iteration 26Q: 3 clusters Score -842976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -842979.437500 Penalty: 4557.750977
	Iteration 27Q: 3 clusters Score -842979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -842978.812500 Penalty: 4557.750977
	Iteration 28Q: 3 clusters Score -842978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -842978.500000 Penalty: 4557.750977
	Iteration 29Q: 3 clusters Score -842978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -842979.125000 Penalty: 4557.750977
	Iteration 30Q: 3 clusters Score -842979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -842979.625000 Penalty: 4557.750977
	Iteration 31Q: 3 clusters Score -842979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -842980.437500 Penalty: 4557.750977
	Iteration 32Q: 3 clusters Score -842980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -842980.000000 Penalty: 4557.750977
	Iteration 33Q: 3 clusters Score -842980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -842982.625000 Penalty: 4557.750977
	Iteration 34Q: 3 clusters Score -842982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -842984.875000 Penalty: 4557.750977
	Iteration 35Q: 3 clusters Score -842984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -842985.500000 Penalty: 4557.750977
	Iteration 36Q: 3 clusters Score -842985.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -842988.312500 Penalty: 4557.750977
	Iteration 37Q: 3 clusters Score -842988.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -842987.937500 Penalty: 4557.750977
	Iteration 38Q: 3 clusters Score -842987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -842987.750000 Penalty: 4557.750977
	Iteration 39Q: 3 clusters Score -842987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -842987.750000 Penalty: 4557.750977
	Iteration 40F: 3 clusters Score -842987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -267231.031250 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -267231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -263821.843750 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -263821.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -264594.093750 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -264594.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -264793.718750 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -264793.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -264903.718750 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -264903.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -264980.062500 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -264980.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -265051.968750 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -265052 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -265125.812500 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -265125.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -265185.531250 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -265185.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -265243.562500 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -265243.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -265304.406250 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -265304.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -265364.562500 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -265364.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -265430.125000 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -265430.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -265495.375000 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -265495.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -265572.625000 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -265572.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -265634.906250 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -265634.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -265683.281250 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -265683.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -265728.125000 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -265728.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -265759.375000 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -265759.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -265781.312500 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -265781.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -265797.125000 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -265797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -265814.468750 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -265814.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -265820.062500 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -265820.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -265828.343750 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -265828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -265834.125000 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -265834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -265839.125000 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -265839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -265840.968750 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -265841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -265844.625000 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -265844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -265847.000000 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -265847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -265850.562500 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -265850.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -265854.031250 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -265854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -265858.093750 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -265858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -265862.968750 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -265863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -265865.531250 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -265865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -265868.312500 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -265868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -265871.500000 Penalty: 4005.334717
	Iteration 34Q: 3 clusters Score -265871.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -265874.812500 Penalty: 4005.334717
	Iteration 35Q: 3 clusters Score -265874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -265876.406250 Penalty: 4005.334717
	Iteration 36Q: 3 clusters Score -265876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -265877.312500 Penalty: 4005.334717
	Iteration 37Q: 3 clusters Score -265877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -265877.781250 Penalty: 4005.334717
	Iteration 38Q: 3 clusters Score -265877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -265877.781250 Penalty: 4005.334717
	Iteration 39F: 3 clusters Score -265877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Entering Unmasked Estep 
Score: -1468065.125000 Penalty: 2409.601074
	Iteration 0F: 2 clusters Score -1468065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1456130.625000 Penalty: 4819.202148
	Iteration 0F: 3 clusters Score -1456131 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1460019.625000 Penalty: 4819.202148
	Iteration 1F: 3 clusters Score -1460020 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1460340.750000 Penalty: 4819.202148
	Iteration 2F: 3 clusters Score -1460341 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1460609.000000 Penalty: 4819.202148
	Iteration 3Q: 3 clusters Score -1460609 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1460817.250000 Penalty: 4819.202148
	Iteration 4Q: 3 clusters Score -1460817 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1461015.375000 Penalty: 4819.202148
	Iteration 5Q: 3 clusters Score -1461015 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1461239.125000 Penalty: 4819.202148
	Iteration 6Q: 3 clusters Score -1461239 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1461476.125000 Penalty: 4819.202148
	Iteration 7Q: 3 clusters Score -1461476 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1461778.625000 Penalty: 4819.202148
	Iteration 8Q: 3 clusters Score -1461779 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1462154.875000 Penalty: 4819.202148
	Iteration 9Q: 3 clusters Score -1462155 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1462612.625000 Penalty: 4819.202148
	Iteration 10Q: 3 clusters Score -1462613 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1463123.375000 Penalty: 4819.202148
	Iteration 11Q: 3 clusters Score -1463123 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1463728.375000 Penalty: 4819.202148
	Iteration 12Q: 3 clusters Score -1463728 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1464365.375000 Penalty: 4819.202148
	Iteration 13Q: 3 clusters Score -1464365 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1464841.875000 Penalty: 4819.202148
	Iteration 14Q: 3 clusters Score -1464842 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1465214.750000 Penalty: 4819.202148
	Iteration 15Q: 3 clusters Score -1465215 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1465448.000000 Penalty: 4819.202148
	Iteration 16Q: 3 clusters Score -1465448 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1465611.125000 Penalty: 4819.202148
	Iteration 17Q: 3 clusters Score -1465611 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1465727.000000 Penalty: 4819.202148
	Iteration 18Q: 3 clusters Score -1465727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1465805.750000 Penalty: 4819.202148
	Iteration 19Q: 3 clusters Score -1465806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1465860.750000 Penalty: 4819.202148
	Iteration 20F: 3 clusters Score -1465861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1465906.625000 Penalty: 4819.202148
	Iteration 21Q: 3 clusters Score -1465907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1465936.375000 Penalty: 4819.202148
	Iteration 22Q: 3 clusters Score -1465936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1465965.500000 Penalty: 4819.202148
	Iteration 23Q: 3 clusters Score -1465966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1465981.000000 Penalty: 4819.202148
	Iteration 24Q: 3 clusters Score -1465981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1465998.750000 Penalty: 4819.202148
	Iteration 25Q: 3 clusters Score -1465999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1466004.500000 Penalty: 4819.202148
	Iteration 26Q: 3 clusters Score -1466004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1466014.375000 Penalty: 4819.202148
	Iteration 27Q: 3 clusters Score -1466014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1466020.500000 Penalty: 4819.202148
	Iteration 28Q: 3 clusters Score -1466020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1466026.500000 Penalty: 4819.202148
	Iteration 29Q: 3 clusters Score -1466026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1466035.750000 Penalty: 4819.202148
	Iteration 30Q: 3 clusters Score -1466036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1466037.375000 Penalty: 4819.202148
	Iteration 31Q: 3 clusters Score -1466037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1466041.875000 Penalty: 4819.202148
	Iteration 32Q: 3 clusters Score -1466042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1466041.875000 Penalty: 4819.202148
	Iteration 33F: 3 clusters Score -1466042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Entering Unmasked Estep 
Score: -1716195.875000 Penalty: 2447.499023
	Iteration 0F: 2 clusters Score -1716196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1702520.125000 Penalty: 4894.998047
	Iteration 0F: 3 clusters Score -1702520 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1707019.750000 Penalty: 4894.998047
	Iteration 1F: 3 clusters Score -1707020 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1707349.250000 Penalty: 4894.998047
	Iteration 2F: 3 clusters Score -1707349 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1707593.625000 Penalty: 4894.998047
	Iteration 3Q: 3 clusters Score -1707594 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1707783.500000 Penalty: 4894.998047
	Iteration 4Q: 3 clusters Score -1707784 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1707954.750000 Penalty: 4894.998047
	Iteration 5Q: 3 clusters Score -1707955 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1708102.375000 Penalty: 4894.998047
	Iteration 6Q: 3 clusters Score -1708102 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1708233.625000 Penalty: 4894.998047
	Iteration 7Q: 3 clusters Score -1708234 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1708350.125000 Penalty: 4894.998047
	Iteration 8Q: 3 clusters Score -1708350 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1708449.500000 Penalty: 4894.998047
	Iteration 9Q: 3 clusters Score -1708450 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1708559.250000 Penalty: 4894.998047
	Iteration 10Q: 3 clusters Score -1708559 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1708644.875000 Penalty: 4894.998047
	Iteration 11Q: 3 clusters Score -1708645 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1708739.250000 Penalty: 4894.998047
	Iteration 12Q: 3 clusters Score -1708739 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1708842.125000 Penalty: 4894.998047
	Iteration 13Q: 3 clusters Score -1708842 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1708960.625000 Penalty: 4894.998047
	Iteration 14Q: 3 clusters Score -1708961 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1709091.625000 Penalty: 4894.998047
	Iteration 15Q: 3 clusters Score -1709092 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1709252.250000 Penalty: 4894.998047
	Iteration 16Q: 3 clusters Score -1709252 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1709452.375000 Penalty: 4894.998047
	Iteration 17Q: 3 clusters Score -1709452 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1709720.500000 Penalty: 4894.998047
	Iteration 18Q: 3 clusters Score -1709720 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1710091.000000 Penalty: 4894.998047
	Iteration 19Q: 3 clusters Score -1710091 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1710569.750000 Penalty: 4894.998047
	Iteration 20F: 3 clusters Score -1710570 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1711161.750000 Penalty: 4894.998047
	Iteration 21Q: 3 clusters Score -1711162 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1711868.000000 Penalty: 4894.998047
	Iteration 22F: 3 clusters Score -1711868 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1712513.125000 Penalty: 4894.998047
	Iteration 23Q: 3 clusters Score -1712513 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1713049.375000 Penalty: 4894.998047
	Iteration 24Q: 3 clusters Score -1713049 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1713412.875000 Penalty: 4894.998047
	Iteration 25Q: 3 clusters Score -1713413 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -1713657.125000 Penalty: 4894.998047
	Iteration 26Q: 3 clusters Score -1713657 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1713782.875000 Penalty: 4894.998047
	Iteration 27Q: 3 clusters Score -1713783 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -1713861.625000 Penalty: 4894.998047
	Iteration 28Q: 3 clusters Score -1713862 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -1713905.250000 Penalty: 4894.998047
	Iteration 29Q: 3 clusters Score -1713905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1713946.875000 Penalty: 4894.998047
	Iteration 30Q: 3 clusters Score -1713947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1713966.625000 Penalty: 4894.998047
	Iteration 31Q: 3 clusters Score -1713967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1713982.125000 Penalty: 4894.998047
	Iteration 32Q: 3 clusters Score -1713982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1713999.875000 Penalty: 4894.998047
	Iteration 33Q: 3 clusters Score -1714000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -1714014.250000 Penalty: 4894.998047
	Iteration 34Q: 3 clusters Score -1714014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1714025.375000 Penalty: 4894.998047
	Iteration 35Q: 3 clusters Score -1714025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1714031.000000 Penalty: 4894.998047
	Iteration 36Q: 3 clusters Score -1714031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1714035.125000 Penalty: 4894.998047
	Iteration 37Q: 3 clusters Score -1714035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -1714035.125000 Penalty: 4894.998047
	Iteration 38Q: 3 clusters Score -1714035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1714035.875000 Penalty: 4894.998047
	Iteration 39Q: 3 clusters Score -1714036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1714036.000000 Penalty: 4894.998047
	Iteration 40F: 3 clusters Score -1714036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1714037.625000 Penalty: 4894.998047
	Iteration 41Q: 3 clusters Score -1714038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1714038.375000 Penalty: 4894.998047
	Iteration 42Q: 3 clusters Score -1714038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1714039.375000 Penalty: 4894.998047
	Iteration 43Q: 3 clusters Score -1714039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1714039.375000 Penalty: 4894.998047
	Iteration 44F: 3 clusters Score -1714039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54165 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329245 members 
Mstep: Class 18 contains 19185 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102455 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27412 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4258 members 
Mstep: Class 30 contains 62719 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16583 members 
Mstep: Class 36 contains 19321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011912.000000 Penalty: 125895.968750
Iteration 239Q: 37 clusters Score -1.130119e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14202 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54164 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329246 members 
Mstep: Class 18 contains 19193 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 102455 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27407 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4255 members 
Mstep: Class 30 contains 62717 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16582 members 
Mstep: Class 36 contains 19322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011912.000000 Penalty: 125895.968750
Iteration 240F: 37 clusters Score -1.130119e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16624 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418155 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54163 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329246 members 
Mstep: Class 18 contains 19202 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8884 members 
Mstep: Class 22 contains 102453 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27408 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4254 members 
Mstep: Class 30 contains 62715 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16580 members 
Mstep: Class 36 contains 19323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011952.000000 Penalty: 125895.968750
Iteration 241Q: 37 clusters Score -1.13012e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418155 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54162 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329247 members 
Mstep: Class 18 contains 19211 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102454 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27405 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4253 members 
Mstep: Class 30 contains 62711 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16578 members 
Mstep: Class 36 contains 19326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011952.000000 Penalty: 125895.968750
Iteration 242Q: 37 clusters Score -1.13012e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418154 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329246 members 
Mstep: Class 18 contains 19214 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102455 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27403 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4254 members 
Mstep: Class 30 contains 62710 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16577 members 
Mstep: Class 36 contains 19328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011992.000000 Penalty: 125895.968750
Iteration 243Q: 37 clusters Score -1.13012e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418155 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329247 members 
Mstep: Class 18 contains 19218 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102458 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27400 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4254 members 
Mstep: Class 30 contains 62706 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16577 members 
Mstep: Class 36 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012032.000000 Penalty: 125895.968750
Iteration 244Q: 37 clusters Score -1.13012e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329247 members 
Mstep: Class 18 contains 19221 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102459 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27398 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4253 members 
Mstep: Class 30 contains 62704 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9790 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16577 members 
Mstep: Class 36 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012008.000000 Penalty: 125895.968750
Iteration 245Q: 37 clusters Score -1.13012e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329248 members 
Mstep: Class 18 contains 19224 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27395 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4253 members 
Mstep: Class 30 contains 62703 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16577 members 
Mstep: Class 36 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011984.000000 Penalty: 125895.968750
Iteration 246Q: 37 clusters Score -1.13012e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329246 members 
Mstep: Class 18 contains 19230 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26185 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27391 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4253 members 
Mstep: Class 30 contains 62703 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16577 members 
Mstep: Class 36 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012000.000000 Penalty: 125895.968750
Iteration 247Q: 37 clusters Score -1.13012e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329245 members 
Mstep: Class 18 contains 19235 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27386 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4253 members 
Mstep: Class 30 contains 62703 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16577 members 
Mstep: Class 36 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012000.000000 Penalty: 125895.968750
Iteration 248Q: 37 clusters Score -1.13012e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26317 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329246 members 
Mstep: Class 18 contains 19240 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27382 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4252 members 
Mstep: Class 30 contains 62703 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16575 members 
Mstep: Class 36 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011984.000000 Penalty: 125895.968750
Iteration 249Q: 37 clusters Score -1.13012e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5090 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26318 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329246 members 
Mstep: Class 18 contains 19243 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26187 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27379 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4251 members 
Mstep: Class 30 contains 62703 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16574 members 
Mstep: Class 36 contains 19327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011968.000000 Penalty: 125895.968750
Iteration 250Q: 37 clusters Score -1.13012e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54161 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26318 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329246 members 
Mstep: Class 18 contains 19250 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26187 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27377 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4249 members 
Mstep: Class 30 contains 62702 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16570 members 
Mstep: Class 36 contains 19329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011952.000000 Penalty: 125895.968750
Iteration 251Q: 37 clusters Score -1.13012e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54159 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26319 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329248 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102461 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62700 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16570 members 
Mstep: Class 36 contains 19332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011952.000000 Penalty: 125895.968750
Iteration 252Q: 37 clusters Score -1.13012e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16622 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54158 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329249 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27376 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62699 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16568 members 
Mstep: Class 36 contains 19335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011944.000000 Penalty: 125895.968750
Iteration 253Q: 37 clusters Score -1.130119e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329249 members 
Mstep: Class 18 contains 19253 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62699 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16568 members 
Mstep: Class 36 contains 19337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011960.000000 Penalty: 125895.968750
Iteration 254Q: 37 clusters Score -1.13012e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329248 members 
Mstep: Class 18 contains 19254 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62699 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011960.000000 Penalty: 125895.968750
Iteration 255Q: 37 clusters Score -1.13012e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329247 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62699 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011992.000000 Penalty: 125895.968750
Iteration 256Q: 37 clusters Score -1.13012e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329248 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62698 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012032.000000 Penalty: 125895.968750
Iteration 257Q: 37 clusters Score -1.13012e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329249 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62697 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011984.000000 Penalty: 125895.968750
Iteration 258Q: 37 clusters Score -1.13012e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329249 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62697 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011984.000000 Penalty: 125895.968750
Iteration 259F: 37 clusters Score -1.13012e+08 nChanged 0
Entering ConstructFrom: 
Score: -113011984.000000 Penalty: 125895.968750
Entering ConstructFrom: 
Trying to split cluster 1 (9846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Entering Unmasked Estep 
Score: -785683.250000 Penalty: 2280.315430
	Iteration 0F: 2 clusters Score -785683.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -778175.500000 Penalty: 4560.630859
	Iteration 0F: 3 clusters Score -778175.5 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -780422.125000 Penalty: 4560.630859
	Iteration 1F: 3 clusters Score -780422.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -780924.250000 Penalty: 4560.630859
	Iteration 2F: 3 clusters Score -780924.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -781636.687500 Penalty: 4560.630859
	Iteration 3F: 3 clusters Score -781636.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -782494.500000 Penalty: 4560.630859
	Iteration 4F: 3 clusters Score -782494.5 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -783396.500000 Penalty: 4560.630859
	Iteration 5F: 3 clusters Score -783396.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -784171.687500 Penalty: 4560.630859
	Iteration 6F: 3 clusters Score -784171.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -784857.625000 Penalty: 4560.630859
	Iteration 7F: 3 clusters Score -784857.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -785366.000000 Penalty: 4560.630859
	Iteration 8F: 3 clusters Score -785366 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -785702.500000 Penalty: 4560.630859
	Iteration 9Q: 3 clusters Score -785702.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -785941.875000 Penalty: 4560.630859
	Iteration 10Q: 3 clusters Score -785941.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -786116.250000 Penalty: 4560.630859
	Iteration 11Q: 3 clusters Score -786116.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -786220.812500 Penalty: 4560.630859
	Iteration 12Q: 3 clusters Score -786220.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -786298.250000 Penalty: 4560.630859
	Iteration 13Q: 3 clusters Score -786298.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -786350.312500 Penalty: 4560.630859
	Iteration 14Q: 3 clusters Score -786350.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -786386.000000 Penalty: 4560.630859
	Iteration 15Q: 3 clusters Score -786386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -786405.187500 Penalty: 4560.630859
	Iteration 16Q: 3 clusters Score -786405.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -786415.000000 Penalty: 4560.630859
	Iteration 17Q: 3 clusters Score -786415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -786422.562500 Penalty: 4560.630859
	Iteration 18Q: 3 clusters Score -786422.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -786431.937500 Penalty: 4560.630859
	Iteration 19Q: 3 clusters Score -786431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -786436.500000 Penalty: 4560.630859
	Iteration 20F: 3 clusters Score -786436.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -786437.500000 Penalty: 4560.630859
	Iteration 21Q: 3 clusters Score -786437.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -786439.375000 Penalty: 4560.630859
	Iteration 22Q: 3 clusters Score -786439.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -786439.000000 Penalty: 4560.630859
	Iteration 23Q: 3 clusters Score -786439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -786440.062500 Penalty: 4560.630859
	Iteration 24Q: 3 clusters Score -786440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -786440.062500 Penalty: 4560.630859
	Iteration 25F: 3 clusters Score -786440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 17928 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329249 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62697 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 19338 members 
Mstep: Class 37 contains 2378 members 
Entering Unmasked Estep 
Score: -113011328.000000 Penalty: 129393.078125
Splitting cluster 1 changes total score from -113011984.000000 to -113011328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (16623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Entering Unmasked Estep 
Score: -1329974.625000 Penalty: 2410.198486
	Iteration 0F: 2 clusters Score -1329975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1318085.500000 Penalty: 4820.396973
	Iteration 0F: 3 clusters Score -1318086 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1322038.125000 Penalty: 4820.396973
	Iteration 1F: 3 clusters Score -1322038 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1322610.625000 Penalty: 4820.396973
	Iteration 2F: 3 clusters Score -1322611 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1323186.500000 Penalty: 4820.396973
	Iteration 3F: 3 clusters Score -1323186 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1323838.750000 Penalty: 4820.396973
	Iteration 4F: 3 clusters Score -1323839 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1324553.125000 Penalty: 4820.396973
	Iteration 5F: 3 clusters Score -1324553 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1325373.250000 Penalty: 4820.396973
	Iteration 6F: 3 clusters Score -1325373 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1326226.250000 Penalty: 4820.396973
	Iteration 7F: 3 clusters Score -1326226 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1326907.750000 Penalty: 4820.396973
	Iteration 8Q: 3 clusters Score -1326908 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1327414.125000 Penalty: 4820.396973
	Iteration 9Q: 3 clusters Score -1327414 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1327793.750000 Penalty: 4820.396973
	Iteration 10Q: 3 clusters Score -1327794 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1328042.000000 Penalty: 4820.396973
	Iteration 11Q: 3 clusters Score -1328042 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1328205.625000 Penalty: 4820.396973
	Iteration 12Q: 3 clusters Score -1328206 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1328296.375000 Penalty: 4820.396973
	Iteration 13Q: 3 clusters Score -1328296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1328353.375000 Penalty: 4820.396973
	Iteration 14Q: 3 clusters Score -1328353 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1328397.625000 Penalty: 4820.396973
	Iteration 15Q: 3 clusters Score -1328398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1328418.375000 Penalty: 4820.396973
	Iteration 16Q: 3 clusters Score -1328418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1328431.000000 Penalty: 4820.396973
	Iteration 17Q: 3 clusters Score -1328431 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1328445.625000 Penalty: 4820.396973
	Iteration 18Q: 3 clusters Score -1328446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1328459.875000 Penalty: 4820.396973
	Iteration 19Q: 3 clusters Score -1328460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1328481.000000 Penalty: 4820.396973
	Iteration 20F: 3 clusters Score -1328481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1328492.250000 Penalty: 4820.396973
	Iteration 21Q: 3 clusters Score -1328492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1328500.625000 Penalty: 4820.396973
	Iteration 22Q: 3 clusters Score -1328501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1328504.500000 Penalty: 4820.396973
	Iteration 23Q: 3 clusters Score -1328504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1328509.500000 Penalty: 4820.396973
	Iteration 24Q: 3 clusters Score -1328510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1328515.375000 Penalty: 4820.396973
	Iteration 25Q: 3 clusters Score -1328515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1328523.000000 Penalty: 4820.396973
	Iteration 26Q: 3 clusters Score -1328523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1328532.000000 Penalty: 4820.396973
	Iteration 27Q: 3 clusters Score -1328532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1328535.625000 Penalty: 4820.396973
	Iteration 28Q: 3 clusters Score -1328536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1328539.625000 Penalty: 4820.396973
	Iteration 29Q: 3 clusters Score -1328540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1328540.750000 Penalty: 4820.396973
	Iteration 30Q: 3 clusters Score -1328541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1328544.125000 Penalty: 4820.396973
	Iteration 31Q: 3 clusters Score -1328544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1328547.000000 Penalty: 4820.396973
	Iteration 32Q: 3 clusters Score -1328547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1328549.125000 Penalty: 4820.396973
	Iteration 33Q: 3 clusters Score -1328549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1328550.125000 Penalty: 4820.396973
	Iteration 34Q: 3 clusters Score -1328550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1328551.250000 Penalty: 4820.396973
	Iteration 35Q: 3 clusters Score -1328551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1328548.250000 Penalty: 4820.396973
	Iteration 36Q: 3 clusters Score -1328548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1328552.250000 Penalty: 4820.396973
	Iteration 37Q: 3 clusters Score -1328552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1328552.750000 Penalty: 4820.396973
	Iteration 38Q: 3 clusters Score -1328553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1328556.375000 Penalty: 4820.396973
	Iteration 39Q: 3 clusters Score -1328556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1328559.375000 Penalty: 4820.396973
	Iteration 40F: 3 clusters Score -1328559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1328559.750000 Penalty: 4820.396973
	Iteration 41Q: 3 clusters Score -1328560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1328561.625000 Penalty: 4820.396973
	Iteration 42Q: 3 clusters Score -1328562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1328562.000000 Penalty: 4820.396973
	Iteration 43Q: 3 clusters Score -1328562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1328563.625000 Penalty: 4820.396973
	Iteration 44Q: 3 clusters Score -1328564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1328564.250000 Penalty: 4820.396973
	Iteration 45Q: 3 clusters Score -1328564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1328563.250000 Penalty: 4820.396973
	Iteration 46Q: 3 clusters Score -1328563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1328563.250000 Penalty: 4820.396973
	Iteration 47F: 3 clusters Score -1328563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Entering Unmasked Estep 
Score: -1614016.500000 Penalty: 2428.941406
	Iteration 0F: 2 clusters Score -1614016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1601350.375000 Penalty: 4857.882812
	Iteration 0F: 3 clusters Score -1601350 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1605412.875000 Penalty: 4857.882812
	Iteration 1F: 3 clusters Score -1605413 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1606169.500000 Penalty: 4857.882812
	Iteration 2F: 3 clusters Score -1606170 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1607367.500000 Penalty: 4857.882812
	Iteration 3F: 3 clusters Score -1607368 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1609123.500000 Penalty: 4857.882812
	Iteration 4F: 3 clusters Score -1609124 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1611203.875000 Penalty: 4857.882812
	Iteration 5F: 3 clusters Score -1611204 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1613156.250000 Penalty: 4857.882812
	Iteration 6F: 3 clusters Score -1613156 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1614266.625000 Penalty: 4857.882812
	Iteration 7F: 3 clusters Score -1614267 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1614574.875000 Penalty: 4857.882812
	Iteration 8Q: 3 clusters Score -1614575 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1614637.250000 Penalty: 4857.882812
	Iteration 9Q: 3 clusters Score -1614637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1614671.125000 Penalty: 4857.882812
	Iteration 10Q: 3 clusters Score -1614671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1614687.750000 Penalty: 4857.882812
	Iteration 11Q: 3 clusters Score -1614688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1614693.250000 Penalty: 4857.882812
	Iteration 12Q: 3 clusters Score -1614693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1614702.750000 Penalty: 4857.882812
	Iteration 13Q: 3 clusters Score -1614703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1614704.875000 Penalty: 4857.882812
	Iteration 14Q: 3 clusters Score -1614705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1614705.875000 Penalty: 4857.882812
	Iteration 15Q: 3 clusters Score -1614706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1614711.000000 Penalty: 4857.882812
	Iteration 16Q: 3 clusters Score -1614711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1614708.375000 Penalty: 4857.882812
	Iteration 17Q: 3 clusters Score -1614708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1614707.875000 Penalty: 4857.882812
	Iteration 18Q: 3 clusters Score -1614708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1614707.625000 Penalty: 4857.882812
	Iteration 19Q: 3 clusters Score -1614708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1614708.625000 Penalty: 4857.882812
	Iteration 20F: 3 clusters Score -1614709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1614707.750000 Penalty: 4857.882812
	Iteration 21Q: 3 clusters Score -1614708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1614709.000000 Penalty: 4857.882812
	Iteration 22Q: 3 clusters Score -1614709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1614711.250000 Penalty: 4857.882812
	Iteration 23Q: 3 clusters Score -1614711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1614710.625000 Penalty: 4857.882812
	Iteration 24Q: 3 clusters Score -1614711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1614711.500000 Penalty: 4857.882812
	Iteration 25Q: 3 clusters Score -1614712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1614710.500000 Penalty: 4857.882812
	Iteration 26Q: 3 clusters Score -1614710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1614710.500000 Penalty: 4857.882812
	Iteration 27F: 3 clusters Score -1614710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 16621 members 
Mstep: Class 6 contains 418156 members 
Mstep: Class 7 contains 5092 members 
Mstep: Class 8 contains 54157 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 26320 members 
Mstep: Class 12 contains 12950 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 4478 members 
Mstep: Class 15 contains 3466 members 
Mstep: Class 16 contains 5816 members 
Mstep: Class 17 contains 329249 members 
Mstep: Class 18 contains 19255 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 8430 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 102460 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 26186 members 
Mstep: Class 25 contains 7424 members 
Mstep: Class 26 contains 7624 members 
Mstep: Class 27 contains 27375 members 
Mstep: Class 28 contains 1210 members 
Mstep: Class 29 contains 4247 members 
Mstep: Class 30 contains 62697 members 
Mstep: Class 31 contains 26715 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 3214 members 
Mstep: Class 35 contains 16567 members 
Mstep: Class 36 contains 19338 members 
Mstep: Class 37 contains 3796 members 
Entering Unmasked Estep 
Score: -113011744.000000 Penalty: 129393.078125
Splitting cluster 3 changes total score from -113011984.000000 to -113011744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (14201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Entering Unmasked Estep 
Score: -1228732.500000 Penalty: 2371.144775
	Iteration 0F: 2 clusters Score -1228732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1218332.125000 Penalty: 4742.289551
	Iteration 0F: 3 clusters Score -1218332 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1221661.875000 Penalty: 4742.289551
	Iteration 1F: 3 clusters Score -1221662 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1222042.250000 Penalty: 4742.289551
	Iteration 2F: 3 clusters Score -1222042 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1222356.875000 Penalty: 4742.289551
	Iteration 3Q: 3 clusters Score -1222357 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1222676.875000 Penalty: 4742.289551
	Iteration 4Q: 3 clusters Score -1222677 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1223014.750000 Penalty: 4742.289551
	Iteration 5Q: 3 clusters Score -1223015 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1223371.125000 Penalty: 4742.289551
	Iteration 6Q: 3 clusters Score -1223371 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1223760.875000 Penalty: 4742.289551
	Iteration 7Q: 3 clusters Score -1223761 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1224213.875000 Penalty: 4742.289551
	Iteration 8Q: 3 clusters Score -1224214 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1224662.750000 Penalty: 4742.289551
	Iteration 9Q: 3 clusters Score -1224663 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1225032.250000 Penalty: 4742.289551
	Iteration 10Q: 3 clusters Score -1225032 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1225331.500000 Penalty: 4742.289551
	Iteration 11Q: 3 clusters Score -1225332 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1225571.000000 Penalty: 4742.289551
	Iteration 12Q: 3 clusters Score -1225571 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1225763.375000 Penalty: 4742.289551
	Iteration 13Q: 3 clusters Score -1225763 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1225914.625000 Penalty: 4742.289551
	Iteration 14Q: 3 clusters Score -1225915 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1226019.750000 Penalty: 4742.289551
	Iteration 15Q: 3 clusters Score -1226020 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1226087.000000 Penalty: 4742.289551
	Iteration 16Q: 3 clusters Score -1226087 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1226155.125000 Penalty: 4742.289551
	Iteration 17Q: 3 clusters Score -1226155 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1226214.000000 Penalty: 4742.289551
	Iteration 18Q: 3 clusters Score -1226214 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1226253.250000 Penalty: 4742.289551
	Iteration 19Q: 3 clusters Score -1226253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1226291.625000 Penalty: 4742.289551
	Iteration 20F: 3 clusters Score -1226292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1226323.250000 Penalty: 4742.289551
	Iteration 21Q: 3 clusters Score -1226323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1226345.375000 Penalty: 4742.289551
	Iteration 22Q: 3 clusters Score -1226345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1226365.375000 Penalty: 4742.289551
	Iteration 23Q: 3 clusters Score -1226365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1226379.750000 Penalty: 4742.289551
	Iteration 24Q: 3 clusters Score -1226380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1226404.000000 Penalty: 4742.289551
	Iteration 25Q: 3 clusters Score -1226404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1226428.375000 Penalty: 4742.289551
	Iteration 26Q: 3 clusters Score -1226428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1226456.500000 Penalty: 4742.289551
	Iteration 27Q: 3 clusters Score -1226456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1226490.125000 Penalty: 4742.289551
	Iteration 28Q: 3 clusters Score -1226490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1226538.875000 Penalty: 4742.289551
	Iteration 29Q: 3 clusters Score -1226539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1226578.500000 Penalty: 4742.289551
	Iteration 30Q: 3 clusters Score -1226578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1226608.250000 Penalty: 4742.289551
	Iteration 31Q: 3 clusters Score -1226608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1226632.250000 Penalty: 4742.289551
	Iteration 32Q: 3 clusters Score -1226632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1226655.250000 Penalty: 4742.289551
	Iteration 33Q: 3 clusters Score -1226655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1226682.000000 Penalty: 4742.289551
	Iteration 34Q: 3 clusters Score -1226682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1226691.500000 Penalty: 4742.289551
	Iteration 35Q: 3 clusters Score -1226692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1226696.500000 Penalty: 4742.289551
	Iteration 36Q: 3 clusters Score -1226696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1226696.500000 Penalty: 4742.289551
	Iteration 37Q: 3 clusters Score -1226696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1226700.125000 Penalty: 4742.289551
	Iteration 38Q: 3 clusters Score -1226700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1226705.125000 Penalty: 4742.289551
	Iteration 39Q: 3 clusters Score -1226705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1226708.750000 Penalty: 4742.289551
	Iteration 40F: 3 clusters Score -1226709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1226711.500000 Penalty: 4742.289551
	Iteration 41Q: 3 clusters Score -1226712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1226710.500000 Penalty: 4742.289551
	Iteration 42Q: 3 clusters Score -1226710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1226712.375000 Penalty: 4742.289551
	Iteration 43Q: 3 clusters Score -1226712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1226713.625000 Penalty: 4742.289551
	Iteration 44Q: 3 clusters Score -1226714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1226714.625000 Penalty: 4742.289551
	Iteration 45Q: 3 clusters Score -1226715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1226716.750000 Penalty: 4742.289551
	Iteration 46Q: 3 clusters Score -1226717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1226716.875000 Penalty: 4742.289551
	Iteration 47Q: 3 clusters Score -1226717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1226719.250000 Penalty: 4742.289551
	Iteration 48Q: 3 clusters Score -1226719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1226723.625000 Penalty: 4742.289551
	Iteration 49Q: 3 clusters Score -1226724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1226727.875000 Penalty: 4742.289551
	Iteration 50Q: 3 clusters Score -1226728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1226727.375000 Penalty: 4742.289551
	Iteration 51Q: 3 clusters Score -1226727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1226730.375000 Penalty: 4742.289551
	Iteration 52Q: 3 clusters Score -1226730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1226730.875000 Penalty: 4742.289551
	Iteration 53Q: 3 clusters Score -1226731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1226732.250000 Penalty: 4742.289551
	Iteration 54Q: 3 clusters Score -1226732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1226731.625000 Penalty: 4742.289551
	Iteration 55Q: 3 clusters Score -1226732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1226732.125000 Penalty: 4742.289551
	Iteration 56Q: 3 clusters Score -1226732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1226732.125000 Penalty: 4742.289551
	Iteration 57F: 3 clusters Score -1226732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Entering Unmasked Estep 
Score: -1463284.250000 Penalty: 2410.168701
	Iteration 0F: 2 clusters Score -1463284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1451379.250000 Penalty: 4820.337402
	Iteration 0F: 3 clusters Score -1451379 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1455105.875000 Penalty: 4820.337402
	Iteration 1F: 3 clusters Score -1455106 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1455470.875000 Penalty: 4820.337402
	Iteration 2F: 3 clusters Score -1455471 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1455742.375000 Penalty: 4820.337402
	Iteration 3Q: 3 clusters Score -1455742 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1455989.000000 Penalty: 4820.337402
	Iteration 4Q: 3 clusters Score -1455989 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1456212.375000 Penalty: 4820.337402
	Iteration 5Q: 3 clusters Score -1456212 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1456486.125000 Penalty: 4820.337402
	Iteration 6Q: 3 clusters Score -1456486 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1456849.125000 Penalty: 4820.337402
	Iteration 7Q: 3 clusters Score -1456849 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1457282.000000 Penalty: 4820.337402
	Iteration 8Q: 3 clusters Score -1457282 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1457850.625000 Penalty: 4820.337402
	Iteration 9F: 3 clusters Score -1457851 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1458491.000000 Penalty: 4820.337402
	Iteration 10F: 3 clusters Score -1458491 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1459147.875000 Penalty: 4820.337402
	Iteration 11F: 3 clusters Score -1459148 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1459720.250000 Penalty: 4820.337402
	Iteration 12Q: 3 clusters Score -1459720 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1460175.750000 Penalty: 4820.337402
	Iteration 13Q: 3 clusters Score -1460176 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1460490.750000 Penalty: 4820.337402
	Iteration 14Q: 3 clusters Score -1460491 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1460734.625000 Penalty: 4820.337402
	Iteration 15Q: 3 clusters Score -1460735 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1460881.250000 Penalty: 4820.337402
	Iteration 16Q: 3 clusters Score -1460881 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1460993.750000 Penalty: 4820.337402
	Iteration 17Q: 3 clusters Score -1460994 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1461051.875000 Penalty: 4820.337402
	Iteration 18Q: 3 clusters Score -1461052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1461092.000000 Penalty: 4820.337402
	Iteration 19Q: 3 clusters Score -1461092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1461115.750000 Penalty: 4820.337402
	Iteration 20F: 3 clusters Score -1461116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1461135.250000 Penalty: 4820.337402
	Iteration 21Q: 3 clusters Score -1461135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1461148.625000 Penalty: 4820.337402
	Iteration 22Q: 3 clusters Score -1461149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1461160.375000 Penalty: 4820.337402
	Iteration 23Q: 3 clusters Score -1461160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1461167.125000 Penalty: 4820.337402
	Iteration 24Q: 3 clusters Score -1461167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1461178.125000 Penalty: 4820.337402
	Iteration 25Q: 3 clusters Score -1461178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1461187.250000 Penalty: 4820.337402
	Iteration 26Q: 3 clusters Score -1461187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1461197.625000 Penalty: 4820.337402
	Iteration 27Q: 3 clusters Score -1461198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1461208.625000 Penalty: 4820.337402
	Iteration 28Q: 3 clusters Score -1461209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1461216.375000 Penalty: 4820.337402
	Iteration 29Q: 3 clusters Score -1461216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1461218.250000 Penalty: 4820.337402
	Iteration 30Q: 3 clusters Score -1461218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1461222.625000 Penalty: 4820.337402
	Iteration 31Q: 3 clusters Score -1461223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1461222.625000 Penalty: 4820.337402
	Iteration 32F: 3 clusters Score -1461223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (418156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418156 members 
Entering Unmasked Estep 
Score: -36909132.000000 Penalty: 3210.015381
	Iteration 0F: 2 clusters Score -3.690913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208917 members 
Mstep: Class 2 contains 209239 members 
Entering Unmasked Estep 
Score: -36626744.000000 Penalty: 6420.030762
	Iteration 0F: 3 clusters Score -3.662674e+07 nChanged 203766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207979 members 
Mstep: Class 2 contains 210177 members 
Entering Unmasked Estep 
Score: -36748800.000000 Penalty: 6420.030762
	Iteration 1F: 3 clusters Score -3.67488e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207716 members 
Mstep: Class 2 contains 210440 members 
Entering Unmasked Estep 
Score: -36751432.000000 Penalty: 6420.030762
	Iteration 2Q: 3 clusters Score -3.675143e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207614 members 
Mstep: Class 2 contains 210542 members 
Entering Unmasked Estep 
Score: -36754960.000000 Penalty: 6420.030762
	Iteration 3Q: 3 clusters Score -3.675496e+07 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208104 members 
Mstep: Class 2 contains 210052 members 
Entering Unmasked Estep 
Score: -36760044.000000 Penalty: 6420.030762
	Iteration 4Q: 3 clusters Score -3.676004e+07 nChanged 18524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209444 members 
Mstep: Class 2 contains 208712 members 
Entering Unmasked Estep 
Score: -36767952.000000 Penalty: 6420.030762
	Iteration 5Q: 3 clusters Score -3.676795e+07 nChanged 21514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211876 members 
Mstep: Class 2 contains 206280 members 
Entering Unmasked Estep 
Score: -36777960.000000 Penalty: 6420.030762
	Iteration 6F: 3 clusters Score -3.677796e+07 nChanged 23077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215365 members 
Mstep: Class 2 contains 202791 members 
Entering Unmasked Estep 
Score: -36788148.000000 Penalty: 6420.030762
	Iteration 7F: 3 clusters Score -3.678815e+07 nChanged 22115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219266 members 
Mstep: Class 2 contains 198890 members 
Entering Unmasked Estep 
Score: -36796972.000000 Penalty: 6420.030762
	Iteration 8F: 3 clusters Score -3.679697e+07 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223505 members 
Mstep: Class 2 contains 194651 members 
Entering Unmasked Estep 
Score: -36803540.000000 Penalty: 6420.030762
	Iteration 9Q: 3 clusters Score -3.680354e+07 nChanged 16442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227757 members 
Mstep: Class 2 contains 190399 members 
Entering Unmasked Estep 
Score: -36808584.000000 Penalty: 6420.030762
	Iteration 10Q: 3 clusters Score -3.680858e+07 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232209 members 
Mstep: Class 2 contains 185947 members 
Entering Unmasked Estep 
Score: -36812292.000000 Penalty: 6420.030762
	Iteration 11Q: 3 clusters Score -3.681229e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237136 members 
Mstep: Class 2 contains 181020 members 
Entering Unmasked Estep 
Score: -36815184.000000 Penalty: 6420.030762
	Iteration 12Q: 3 clusters Score -3.681518e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242578 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -36817440.000000 Penalty: 6420.030762
	Iteration 13Q: 3 clusters Score -3.681744e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248760 members 
Mstep: Class 2 contains 169396 members 
Entering Unmasked Estep 
Score: -36820256.000000 Penalty: 6420.030762
	Iteration 14Q: 3 clusters Score -3.682026e+07 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255979 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -36822888.000000 Penalty: 6420.030762
	Iteration 15Q: 3 clusters Score -3.682289e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264176 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -36825388.000000 Penalty: 6420.030762
	Iteration 16Q: 3 clusters Score -3.682539e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273847 members 
Mstep: Class 2 contains 144309 members 
Entering Unmasked Estep 
Score: -36828580.000000 Penalty: 6420.030762
	Iteration 17Q: 3 clusters Score -3.682858e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285032 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -36832648.000000 Penalty: 6420.030762
	Iteration 18Q: 3 clusters Score -3.683265e+07 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297771 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -36836804.000000 Penalty: 6420.030762
	Iteration 19Q: 3 clusters Score -3.68368e+07 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311880 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -36842368.000000 Penalty: 6420.030762
	Iteration 20F: 3 clusters Score -3.684237e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326841 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -36848984.000000 Penalty: 6420.030762
	Iteration 21Q: 3 clusters Score -3.684898e+07 nChanged 15472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342313 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -36856208.000000 Penalty: 6420.030762
	Iteration 22Q: 3 clusters Score -3.685621e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357856 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -36864780.000000 Penalty: 6420.030762
	Iteration 23Q: 3 clusters Score -3.686478e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372843 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -36873420.000000 Penalty: 6420.030762
	Iteration 24Q: 3 clusters Score -3.687342e+07 nChanged 13591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386434 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -36882420.000000 Penalty: 6420.030762
	Iteration 25Q: 3 clusters Score -3.688242e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397731 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -36890996.000000 Penalty: 6420.030762
	Iteration 26Q: 3 clusters Score -3.6891e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406302 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -36897664.000000 Penalty: 6420.030762
	Iteration 27Q: 3 clusters Score -3.689766e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411709 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -36901856.000000 Penalty: 6420.030762
	Iteration 28Q: 3 clusters Score -3.690186e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414561 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -36904228.000000 Penalty: 6420.030762
	Iteration 29Q: 3 clusters Score -3.690423e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415952 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -36905128.000000 Penalty: 6420.030762
	Iteration 30Q: 3 clusters Score -3.690513e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416583 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -36905668.000000 Penalty: 6420.030762
	Iteration 31Q: 3 clusters Score -3.690567e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416896 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -36905944.000000 Penalty: 6420.030762
	Iteration 32Q: 3 clusters Score -3.690594e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417061 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -36906096.000000 Penalty: 6420.030762
	Iteration 33Q: 3 clusters Score -3.69061e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417130 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -36906192.000000 Penalty: 6420.030762
	Iteration 34Q: 3 clusters Score -3.690619e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417180 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -36906228.000000 Penalty: 6420.030762
	Iteration 35Q: 3 clusters Score -3.690623e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417220 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -36906244.000000 Penalty: 6420.030762
	Iteration 36Q: 3 clusters Score -3.690624e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417245 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -36906272.000000 Penalty: 6420.030762
	Iteration 37Q: 3 clusters Score -3.690627e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417255 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -36906284.000000 Penalty: 6420.030762
	Iteration 38Q: 3 clusters Score -3.690628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417265 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -36906308.000000 Penalty: 6420.030762
	Iteration 39Q: 3 clusters Score -3.690631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417275 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -36906320.000000 Penalty: 6420.030762
	Iteration 40F: 3 clusters Score -3.690632e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417283 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -36906344.000000 Penalty: 6420.030762
	Iteration 41Q: 3 clusters Score -3.690634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417285 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -36906420.000000 Penalty: 6420.030762
	Iteration 42Q: 3 clusters Score -3.690642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417298 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -36906444.000000 Penalty: 6420.030762
	Iteration 43Q: 3 clusters Score -3.690644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417306 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -36906520.000000 Penalty: 6420.030762
	Iteration 44Q: 3 clusters Score -3.690652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417309 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -36906504.000000 Penalty: 6420.030762
	Iteration 45Q: 3 clusters Score -3.69065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417309 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -36906520.000000 Penalty: 6420.030762
	Iteration 46Q: 3 clusters Score -3.690652e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417310 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -36906524.000000 Penalty: 6420.030762
	Iteration 47Q: 3 clusters Score -3.690652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417302 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -36906516.000000 Penalty: 6420.030762
	Iteration 48Q: 3 clusters Score -3.690652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417302 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -36906556.000000 Penalty: 6420.030762
	Iteration 49Q: 3 clusters Score -3.690656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417302 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -36906552.000000 Penalty: 6420.030762
	Iteration 50Q: 3 clusters Score -3.690655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417305 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -36906532.000000 Penalty: 6420.030762
	Iteration 51Q: 3 clusters Score -3.690653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417310 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -36906524.000000 Penalty: 6420.030762
	Iteration 52Q: 3 clusters Score -3.690652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417309 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -36906548.000000 Penalty: 6420.030762
	Iteration 53Q: 3 clusters Score -3.690655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417312 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -36906552.000000 Penalty: 6420.030762
	Iteration 54Q: 3 clusters Score -3.690655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417315 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -36906528.000000 Penalty: 6420.030762
	Iteration 55Q: 3 clusters Score -3.690653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417314 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -36906532.000000 Penalty: 6420.030762
	Iteration 56Q: 3 clusters Score -3.690653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417312 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -36906524.000000 Penalty: 6420.030762
	Iteration 57Q: 3 clusters Score -3.690652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417311 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -36906552.000000 Penalty: 6420.030762
	Iteration 58Q: 3 clusters Score -3.690655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417311 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -36906552.000000 Penalty: 6420.030762
	Iteration 59F: 3 clusters Score -3.690655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Entering Unmasked Estep 
Score: -404740.500000 Penalty: 2116.785645
	Iteration 0F: 2 clusters Score -404740.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -400140.343750 Penalty: 4233.571289
	Iteration 0F: 3 clusters Score -400140.3 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -401374.468750 Penalty: 4233.571289
	Iteration 1F: 3 clusters Score -401374.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -401772.343750 Penalty: 4233.571289
	Iteration 2F: 3 clusters Score -401772.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -402136.781250 Penalty: 4233.571289
	Iteration 3F: 3 clusters Score -402136.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -402462.687500 Penalty: 4233.571289
	Iteration 4F: 3 clusters Score -402462.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -402728.593750 Penalty: 4233.571289
	Iteration 5F: 3 clusters Score -402728.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -402934.375000 Penalty: 4233.571289
	Iteration 6Q: 3 clusters Score -402934.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -403090.343750 Penalty: 4233.571289
	Iteration 7Q: 3 clusters Score -403090.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -403211.906250 Penalty: 4233.571289
	Iteration 8Q: 3 clusters Score -403211.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -403288.250000 Penalty: 4233.571289
	Iteration 9Q: 3 clusters Score -403288.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -403340.500000 Penalty: 4233.571289
	Iteration 10Q: 3 clusters Score -403340.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -403374.687500 Penalty: 4233.571289
	Iteration 11Q: 3 clusters Score -403374.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -403396.312500 Penalty: 4233.571289
	Iteration 12Q: 3 clusters Score -403396.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -403411.281250 Penalty: 4233.571289
	Iteration 13Q: 3 clusters Score -403411.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -403420.593750 Penalty: 4233.571289
	Iteration 14Q: 3 clusters Score -403420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -403425.187500 Penalty: 4233.571289
	Iteration 15Q: 3 clusters Score -403425.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -403429.750000 Penalty: 4233.571289
	Iteration 16Q: 3 clusters Score -403429.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -403433.000000 Penalty: 4233.571289
	Iteration 17Q: 3 clusters Score -403433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -403437.750000 Penalty: 4233.571289
	Iteration 18Q: 3 clusters Score -403437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -403439.562500 Penalty: 4233.571289
	Iteration 19Q: 3 clusters Score -403439.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -403442.812500 Penalty: 4233.571289
	Iteration 20F: 3 clusters Score -403442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -403444.906250 Penalty: 4233.571289
	Iteration 21Q: 3 clusters Score -403444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -403447.000000 Penalty: 4233.571289
	Iteration 22Q: 3 clusters Score -403447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -403449.437500 Penalty: 4233.571289
	Iteration 23Q: 3 clusters Score -403449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -403448.531250 Penalty: 4233.571289
	Iteration 24Q: 3 clusters Score -403448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -403448.531250 Penalty: 4233.571289
	Iteration 25F: 3 clusters Score -403448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Entering Unmasked Estep 
Score: -4835470.000000 Penalty: 2703.111328
	Iteration 0F: 2 clusters Score -4835470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4798970.000000 Penalty: 5406.222656
	Iteration 0F: 3 clusters Score -4798970 nChanged 25297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4812838.000000 Penalty: 5406.222656
	Iteration 1F: 3 clusters Score -4812838 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -4813332.500000 Penalty: 5406.222656
	Iteration 2Q: 3 clusters Score -4813332 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -4813874.000000 Penalty: 5406.222656
	Iteration 3Q: 3 clusters Score -4813874 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4814441.000000 Penalty: 5406.222656
	Iteration 4Q: 3 clusters Score -4814441 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -4815167.500000 Penalty: 5406.222656
	Iteration 5Q: 3 clusters Score -4815168 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4816098.500000 Penalty: 5406.222656
	Iteration 6Q: 3 clusters Score -4816098 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -4817286.000000 Penalty: 5406.222656
	Iteration 7Q: 3 clusters Score -4817286 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4818673.000000 Penalty: 5406.222656
	Iteration 8F: 3 clusters Score -4818673 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4820206.500000 Penalty: 5406.222656
	Iteration 9F: 3 clusters Score -4820206 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4821752.000000 Penalty: 5406.222656
	Iteration 10F: 3 clusters Score -4821752 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -4823156.000000 Penalty: 5406.222656
	Iteration 11F: 3 clusters Score -4823156 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4824389.000000 Penalty: 5406.222656
	Iteration 12Q: 3 clusters Score -4824389 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4825540.500000 Penalty: 5406.222656
	Iteration 13Q: 3 clusters Score -4825540 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4826700.500000 Penalty: 5406.222656
	Iteration 14Q: 3 clusters Score -4826700 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4827991.000000 Penalty: 5406.222656
	Iteration 15Q: 3 clusters Score -4827991 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -4829243.000000 Penalty: 5406.222656
	Iteration 16Q: 3 clusters Score -4829243 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4830273.500000 Penalty: 5406.222656
	Iteration 17Q: 3 clusters Score -4830274 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4831126.000000 Penalty: 5406.222656
	Iteration 18Q: 3 clusters Score -4831126 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4831811.500000 Penalty: 5406.222656
	Iteration 19Q: 3 clusters Score -4831812 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4832301.500000 Penalty: 5406.222656
	Iteration 20F: 3 clusters Score -4832302 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4832602.500000 Penalty: 5406.222656
	Iteration 21Q: 3 clusters Score -4832602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4832815.500000 Penalty: 5406.222656
	Iteration 22Q: 3 clusters Score -4832816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4832925.000000 Penalty: 5406.222656
	Iteration 23Q: 3 clusters Score -4832925 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4833009.000000 Penalty: 5406.222656
	Iteration 24Q: 3 clusters Score -4833009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4833068.500000 Penalty: 5406.222656
	Iteration 25Q: 3 clusters Score -4833068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4833087.000000 Penalty: 5406.222656
	Iteration 26Q: 3 clusters Score -4833087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4833117.500000 Penalty: 5406.222656
	Iteration 27Q: 3 clusters Score -4833118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4833124.000000 Penalty: 5406.222656
	Iteration 28Q: 3 clusters Score -4833124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4833130.000000 Penalty: 5406.222656
	Iteration 29Q: 3 clusters Score -4833130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4833137.000000 Penalty: 5406.222656
	Iteration 30Q: 3 clusters Score -4833137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4833132.000000 Penalty: 5406.222656
	Iteration 31Q: 3 clusters Score -4833132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4833135.000000 Penalty: 5406.222656
	Iteration 32Q: 3 clusters Score -4833135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4833137.500000 Penalty: 5406.222656
	Iteration 33Q: 3 clusters Score -4833138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4833141.000000 Penalty: 5406.222656
	Iteration 34Q: 3 clusters Score -4833141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4833138.500000 Penalty: 5406.222656
	Iteration 35Q: 3 clusters Score -4833138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4833142.000000 Penalty: 5406.222656
	Iteration 36Q: 3 clusters Score -4833142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4833142.000000 Penalty: 5406.222656
	Iteration 37F: 3 clusters Score -4833142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Entering Unmasked Estep 
Score: -753750.875000 Penalty: 2258.420410
	Iteration 0F: 2 clusters Score -753750.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -746684.875000 Penalty: 4516.840820
	Iteration 0F: 3 clusters Score -746684.9 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -748862.625000 Penalty: 4516.840820
	Iteration 1F: 3 clusters Score -748862.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -749296.500000 Penalty: 4516.840820
	Iteration 2F: 3 clusters Score -749296.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -749647.625000 Penalty: 4516.840820
	Iteration 3F: 3 clusters Score -749647.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -749946.125000 Penalty: 4516.840820
	Iteration 4F: 3 clusters Score -749946.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -750214.812500 Penalty: 4516.840820
	Iteration 5Q: 3 clusters Score -750214.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -750587.437500 Penalty: 4516.840820
	Iteration 6F: 3 clusters Score -750587.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -751095.687500 Penalty: 4516.840820
	Iteration 7F: 3 clusters Score -751095.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -751707.500000 Penalty: 4516.840820
	Iteration 8F: 3 clusters Score -751707.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -752294.250000 Penalty: 4516.840820
	Iteration 9F: 3 clusters Score -752294.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -752673.062500 Penalty: 4516.840820
	Iteration 10Q: 3 clusters Score -752673.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -752901.125000 Penalty: 4516.840820
	Iteration 11Q: 3 clusters Score -752901.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -753028.812500 Penalty: 4516.840820
	Iteration 12Q: 3 clusters Score -753028.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -753103.125000 Penalty: 4516.840820
	Iteration 13Q: 3 clusters Score -753103.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -753157.187500 Penalty: 4516.840820
	Iteration 14Q: 3 clusters Score -753157.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -753181.375000 Penalty: 4516.840820
	Iteration 15Q: 3 clusters Score -753181.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -753199.437500 Penalty: 4516.840820
	Iteration 16Q: 3 clusters Score -753199.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -753209.375000 Penalty: 4516.840820
	Iteration 17Q: 3 clusters Score -753209.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -753214.750000 Penalty: 4516.840820
	Iteration 18Q: 3 clusters Score -753214.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -753217.875000 Penalty: 4516.840820
	Iteration 19Q: 3 clusters Score -753217.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -753219.687500 Penalty: 4516.840820
	Iteration 20F: 3 clusters Score -753219.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -753223.875000 Penalty: 4516.840820
	Iteration 21Q: 3 clusters Score -753223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -753221.812500 Penalty: 4516.840820
	Iteration 22Q: 3 clusters Score -753221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -753221.812500 Penalty: 4516.840820
	Iteration 23F: 3 clusters Score -753221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -553128.625000 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -553128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -547642.375000 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -547642.4 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -548969.875000 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -548969.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -549178.875000 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -549178.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -549323.812500 Penalty: 4360.803223
	Iteration 3Q: 3 clusters Score -549323.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -549443.187500 Penalty: 4360.803223
	Iteration 4Q: 3 clusters Score -549443.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -549546.000000 Penalty: 4360.803223
	Iteration 5Q: 3 clusters Score -549546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -549629.562500 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -549629.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -549705.812500 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -549705.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -549777.812500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -549777.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -549845.000000 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -549845 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -549922.125000 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -549922.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -550019.437500 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -550019.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -550139.750000 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -550139.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -550265.812500 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -550265.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -550372.125000 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -550372.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -550485.500000 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -550485.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -550596.875000 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -550596.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -550710.750000 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -550710.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -550804.687500 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -550804.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -550899.187500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -550899.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -550989.125000 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -550989.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -551065.500000 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -551065.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -551123.937500 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -551123.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -551166.000000 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -551166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -551198.062500 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -551198.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -551217.250000 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -551217.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -551232.500000 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -551232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -551244.187500 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -551244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -551253.812500 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -551253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -551263.875000 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -551263.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -551274.125000 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -551274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -551282.437500 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -551282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -551296.812500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -551296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -551302.312500 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -551302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -551305.812500 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -551305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -551309.250000 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -551309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -551314.312500 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -551314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -551315.625000 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -551315.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -551321.500000 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -551321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -551326.312500 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -551326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -551328.437500 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -551328.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Entering Unmasked Estep 
Score: -2270302.750000 Penalty: 2524.165039
	Iteration 0F: 2 clusters Score -2270303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2252049.500000 Penalty: 5048.330078
	Iteration 0F: 3 clusters Score -2252050 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2258398.000000 Penalty: 5048.330078
	Iteration 1F: 3 clusters Score -2258398 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2258870.750000 Penalty: 5048.330078
	Iteration 2Q: 3 clusters Score -2258871 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2259268.750000 Penalty: 5048.330078
	Iteration 3Q: 3 clusters Score -2259269 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2259685.750000 Penalty: 5048.330078
	Iteration 4Q: 3 clusters Score -2259686 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2260165.000000 Penalty: 5048.330078
	Iteration 5Q: 3 clusters Score -2260165 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2260814.250000 Penalty: 5048.330078
	Iteration 6Q: 3 clusters Score -2260814 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2261723.250000 Penalty: 5048.330078
	Iteration 7F: 3 clusters Score -2261723 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2262938.000000 Penalty: 5048.330078
	Iteration 8F: 3 clusters Score -2262938 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2264259.000000 Penalty: 5048.330078
	Iteration 9F: 3 clusters Score -2264259 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2265487.750000 Penalty: 5048.330078
	Iteration 10F: 3 clusters Score -2265488 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2266476.000000 Penalty: 5048.330078
	Iteration 11Q: 3 clusters Score -2266476 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2267120.000000 Penalty: 5048.330078
	Iteration 12Q: 3 clusters Score -2267120 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2267497.750000 Penalty: 5048.330078
	Iteration 13Q: 3 clusters Score -2267498 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2267762.500000 Penalty: 5048.330078
	Iteration 14Q: 3 clusters Score -2267762 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2267942.500000 Penalty: 5048.330078
	Iteration 15Q: 3 clusters Score -2267942 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2268049.500000 Penalty: 5048.330078
	Iteration 16Q: 3 clusters Score -2268050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2268102.500000 Penalty: 5048.330078
	Iteration 17Q: 3 clusters Score -2268102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2268151.250000 Penalty: 5048.330078
	Iteration 18Q: 3 clusters Score -2268151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2268181.500000 Penalty: 5048.330078
	Iteration 19Q: 3 clusters Score -2268182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2268204.500000 Penalty: 5048.330078
	Iteration 20F: 3 clusters Score -2268204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2268221.000000 Penalty: 5048.330078
	Iteration 21Q: 3 clusters Score -2268221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2268232.250000 Penalty: 5048.330078
	Iteration 22Q: 3 clusters Score -2268232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2268245.250000 Penalty: 5048.330078
	Iteration 23Q: 3 clusters Score -2268245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2268252.000000 Penalty: 5048.330078
	Iteration 24Q: 3 clusters Score -2268252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2268256.750000 Penalty: 5048.330078
	Iteration 25Q: 3 clusters Score -2268257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2268263.500000 Penalty: 5048.330078
	Iteration 26Q: 3 clusters Score -2268264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2268274.500000 Penalty: 5048.330078
	Iteration 27Q: 3 clusters Score -2268274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2268279.000000 Penalty: 5048.330078
	Iteration 28Q: 3 clusters Score -2268279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2268284.000000 Penalty: 5048.330078
	Iteration 29Q: 3 clusters Score -2268284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2268284.500000 Penalty: 5048.330078
	Iteration 30Q: 3 clusters Score -2268284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2268290.250000 Penalty: 5048.330078
	Iteration 31Q: 3 clusters Score -2268290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2268288.000000 Penalty: 5048.330078
	Iteration 32Q: 3 clusters Score -2268288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2268291.750000 Penalty: 5048.330078
	Iteration 33Q: 3 clusters Score -2268292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2268297.000000 Penalty: 5048.330078
	Iteration 34Q: 3 clusters Score -2268297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2268298.500000 Penalty: 5048.330078
	Iteration 35Q: 3 clusters Score -2268298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2268302.500000 Penalty: 5048.330078
	Iteration 36Q: 3 clusters Score -2268302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2268302.000000 Penalty: 5048.330078
	Iteration 37Q: 3 clusters Score -2268302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2268301.750000 Penalty: 5048.330078
	Iteration 38Q: 3 clusters Score -2268302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2268307.000000 Penalty: 5048.330078
	Iteration 39Q: 3 clusters Score -2268307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2268304.750000 Penalty: 5048.330078
	Iteration 40F: 3 clusters Score -2268305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2268308.250000 Penalty: 5048.330078
	Iteration 41Q: 3 clusters Score -2268308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2268308.250000 Penalty: 5048.330078
	Iteration 42F: 3 clusters Score -2268308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Entering Unmasked Estep 
Score: -1108969.000000 Penalty: 2348.275146
	Iteration 0F: 2 clusters Score -1108969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1099539.625000 Penalty: 4696.550293
	Iteration 0F: 3 clusters Score -1099540 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1102747.375000 Penalty: 4696.550293
	Iteration 1F: 3 clusters Score -1102747 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1103508.250000 Penalty: 4696.550293
	Iteration 2F: 3 clusters Score -1103508 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1104303.250000 Penalty: 4696.550293
	Iteration 3F: 3 clusters Score -1104303 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1105019.625000 Penalty: 4696.550293
	Iteration 4F: 3 clusters Score -1105020 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1105528.375000 Penalty: 4696.550293
	Iteration 5F: 3 clusters Score -1105528 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1105852.625000 Penalty: 4696.550293
	Iteration 6Q: 3 clusters Score -1105853 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1106064.250000 Penalty: 4696.550293
	Iteration 7Q: 3 clusters Score -1106064 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1106195.625000 Penalty: 4696.550293
	Iteration 8Q: 3 clusters Score -1106196 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1106264.250000 Penalty: 4696.550293
	Iteration 9Q: 3 clusters Score -1106264 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1106304.250000 Penalty: 4696.550293
	Iteration 10Q: 3 clusters Score -1106304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1106330.625000 Penalty: 4696.550293
	Iteration 11Q: 3 clusters Score -1106331 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1106359.375000 Penalty: 4696.550293
	Iteration 12Q: 3 clusters Score -1106359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1106384.000000 Penalty: 4696.550293
	Iteration 13Q: 3 clusters Score -1106384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1106405.625000 Penalty: 4696.550293
	Iteration 14Q: 3 clusters Score -1106406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1106424.250000 Penalty: 4696.550293
	Iteration 15Q: 3 clusters Score -1106424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1106446.625000 Penalty: 4696.550293
	Iteration 16Q: 3 clusters Score -1106447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1106475.500000 Penalty: 4696.550293
	Iteration 17Q: 3 clusters Score -1106476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1106499.250000 Penalty: 4696.550293
	Iteration 18Q: 3 clusters Score -1106499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1106526.000000 Penalty: 4696.550293
	Iteration 19Q: 3 clusters Score -1106526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1106549.500000 Penalty: 4696.550293
	Iteration 20F: 3 clusters Score -1106550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1106568.625000 Penalty: 4696.550293
	Iteration 21Q: 3 clusters Score -1106569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1106586.625000 Penalty: 4696.550293
	Iteration 22Q: 3 clusters Score -1106587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1106608.125000 Penalty: 4696.550293
	Iteration 23Q: 3 clusters Score -1106608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1106626.875000 Penalty: 4696.550293
	Iteration 24Q: 3 clusters Score -1106627 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1106650.000000 Penalty: 4696.550293
	Iteration 25Q: 3 clusters Score -1106650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1106668.375000 Penalty: 4696.550293
	Iteration 26Q: 3 clusters Score -1106668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1106690.500000 Penalty: 4696.550293
	Iteration 27Q: 3 clusters Score -1106690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1106708.500000 Penalty: 4696.550293
	Iteration 28Q: 3 clusters Score -1106708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1106730.625000 Penalty: 4696.550293
	Iteration 29Q: 3 clusters Score -1106731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1106747.875000 Penalty: 4696.550293
	Iteration 30Q: 3 clusters Score -1106748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1106767.000000 Penalty: 4696.550293
	Iteration 31Q: 3 clusters Score -1106767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1106783.625000 Penalty: 4696.550293
	Iteration 32Q: 3 clusters Score -1106784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1106806.250000 Penalty: 4696.550293
	Iteration 33Q: 3 clusters Score -1106806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1106832.750000 Penalty: 4696.550293
	Iteration 34Q: 3 clusters Score -1106833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1106857.500000 Penalty: 4696.550293
	Iteration 35Q: 3 clusters Score -1106858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1106882.125000 Penalty: 4696.550293
	Iteration 36Q: 3 clusters Score -1106882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1106897.750000 Penalty: 4696.550293
	Iteration 37Q: 3 clusters Score -1106898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1106917.500000 Penalty: 4696.550293
	Iteration 38Q: 3 clusters Score -1106918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1106942.500000 Penalty: 4696.550293
	Iteration 39Q: 3 clusters Score -1106942 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1106968.625000 Penalty: 4696.550293
	Iteration 40F: 3 clusters Score -1106969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1106998.375000 Penalty: 4696.550293
	Iteration 41Q: 3 clusters Score -1106998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1107015.375000 Penalty: 4696.550293
	Iteration 42Q: 3 clusters Score -1107015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1107041.500000 Penalty: 4696.550293
	Iteration 43Q: 3 clusters Score -1107042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1107069.625000 Penalty: 4696.550293
	Iteration 44Q: 3 clusters Score -1107070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1107100.625000 Penalty: 4696.550293
	Iteration 45Q: 3 clusters Score -1107101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1107130.250000 Penalty: 4696.550293
	Iteration 46Q: 3 clusters Score -1107130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1107165.500000 Penalty: 4696.550293
	Iteration 47Q: 3 clusters Score -1107166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1107201.250000 Penalty: 4696.550293
	Iteration 48Q: 3 clusters Score -1107201 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1107234.875000 Penalty: 4696.550293
	Iteration 49Q: 3 clusters Score -1107235 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1107270.750000 Penalty: 4696.550293
	Iteration 50Q: 3 clusters Score -1107271 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1107293.625000 Penalty: 4696.550293
	Iteration 51Q: 3 clusters Score -1107294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1107311.250000 Penalty: 4696.550293
	Iteration 52Q: 3 clusters Score -1107311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1107332.375000 Penalty: 4696.550293
	Iteration 53Q: 3 clusters Score -1107332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1107356.500000 Penalty: 4696.550293
	Iteration 54Q: 3 clusters Score -1107356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1107378.500000 Penalty: 4696.550293
	Iteration 55Q: 3 clusters Score -1107378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1107387.750000 Penalty: 4696.550293
	Iteration 56Q: 3 clusters Score -1107388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1107393.375000 Penalty: 4696.550293
	Iteration 57Q: 3 clusters Score -1107393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1107399.500000 Penalty: 4696.550293
	Iteration 58Q: 3 clusters Score -1107400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1107403.000000 Penalty: 4696.550293
	Iteration 59Q: 3 clusters Score -1107403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1107407.000000 Penalty: 4696.550293
	Iteration 60F: 3 clusters Score -1107407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1107411.625000 Penalty: 4696.550293
	Iteration 61Q: 3 clusters Score -1107412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1107412.375000 Penalty: 4696.550293
	Iteration 62Q: 3 clusters Score -1107412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1107419.000000 Penalty: 4696.550293
	Iteration 63Q: 3 clusters Score -1107419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1107419.250000 Penalty: 4696.550293
	Iteration 64Q: 3 clusters Score -1107419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1107422.625000 Penalty: 4696.550293
	Iteration 65Q: 3 clusters Score -1107423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1107425.375000 Penalty: 4696.550293
	Iteration 66Q: 3 clusters Score -1107425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1107424.000000 Penalty: 4696.550293
	Iteration 67Q: 3 clusters Score -1107424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1107431.375000 Penalty: 4696.550293
	Iteration 68Q: 3 clusters Score -1107431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1107429.625000 Penalty: 4696.550293
	Iteration 69Q: 3 clusters Score -1107430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1107431.750000 Penalty: 4696.550293
	Iteration 70Q: 3 clusters Score -1107432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1107434.000000 Penalty: 4696.550293
	Iteration 71Q: 3 clusters Score -1107434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1107435.250000 Penalty: 4696.550293
	Iteration 72Q: 3 clusters Score -1107435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1107436.000000 Penalty: 4696.550293
	Iteration 73Q: 3 clusters Score -1107436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1107437.125000 Penalty: 4696.550293
	Iteration 74Q: 3 clusters Score -1107437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1107437.750000 Penalty: 4696.550293
	Iteration 75Q: 3 clusters Score -1107438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1107438.125000 Penalty: 4696.550293
	Iteration 76Q: 3 clusters Score -1107438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1107437.875000 Penalty: 4696.550293
	Iteration 77Q: 3 clusters Score -1107438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1107439.625000 Penalty: 4696.550293
	Iteration 78Q: 3 clusters Score -1107440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1107439.625000 Penalty: 4696.550293
	Iteration 79F: 3 clusters Score -1107440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -253630.296875 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -253630.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -250348.640625 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -250348.6 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -251091.843750 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -251091.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -251288.015625 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -251288 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -251445.281250 Penalty: 3981.142578
	Iteration 3F: 3 clusters Score -251445.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -251586.765625 Penalty: 3981.142578
	Iteration 4Q: 3 clusters Score -251586.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -251718.093750 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -251718.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -251843.296875 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -251843.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -251963.171875 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -251963.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -252093.281250 Penalty: 3981.142578
	Iteration 8Q: 3 clusters Score -252093.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -252210.890625 Penalty: 3981.142578
	Iteration 9Q: 3 clusters Score -252210.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -252294.546875 Penalty: 3981.142578
	Iteration 10Q: 3 clusters Score -252294.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252350.640625 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -252350.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -252392.093750 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -252392.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -252418.890625 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -252418.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -252434.859375 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -252434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -252445.625000 Penalty: 3981.142578
	Iteration 15Q: 3 clusters Score -252445.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252460.312500 Penalty: 3981.142578
	Iteration 16Q: 3 clusters Score -252460.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -252476.031250 Penalty: 3981.142578
	Iteration 17Q: 3 clusters Score -252476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -252485.421875 Penalty: 3981.142578
	Iteration 18Q: 3 clusters Score -252485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -252491.437500 Penalty: 3981.142578
	Iteration 19Q: 3 clusters Score -252491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -252497.328125 Penalty: 3981.142578
	Iteration 20F: 3 clusters Score -252497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -252500.859375 Penalty: 3981.142578
	Iteration 21Q: 3 clusters Score -252500.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252504.296875 Penalty: 3981.142578
	Iteration 22Q: 3 clusters Score -252504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252505.640625 Penalty: 3981.142578
	Iteration 23Q: 3 clusters Score -252505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252507.718750 Penalty: 3981.142578
	Iteration 24Q: 3 clusters Score -252507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -252508.875000 Penalty: 3981.142578
	Iteration 25Q: 3 clusters Score -252508.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252510.843750 Penalty: 3981.142578
	Iteration 26Q: 3 clusters Score -252510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252512.093750 Penalty: 3981.142578
	Iteration 27Q: 3 clusters Score -252512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252514.046875 Penalty: 3981.142578
	Iteration 28Q: 3 clusters Score -252514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -252514.250000 Penalty: 3981.142578
	Iteration 29Q: 3 clusters Score -252514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252514.062500 Penalty: 3981.142578
	Iteration 30Q: 3 clusters Score -252514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252514.062500 Penalty: 3981.142578
	Iteration 31F: 3 clusters Score -252514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Entering Unmasked Estep 
Score: -376565.500000 Penalty: 2084.919189
	Iteration 0F: 2 clusters Score -376565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -372336.531250 Penalty: 4169.838379
	Iteration 0F: 3 clusters Score -372336.5 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -373287.062500 Penalty: 4169.838379
	Iteration 1F: 3 clusters Score -373287.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -373516.875000 Penalty: 4169.838379
	Iteration 2F: 3 clusters Score -373516.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -373669.062500 Penalty: 4169.838379
	Iteration 3F: 3 clusters Score -373669.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -373790.750000 Penalty: 4169.838379
	Iteration 4Q: 3 clusters Score -373790.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -373889.750000 Penalty: 4169.838379
	Iteration 5Q: 3 clusters Score -373889.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -373967.093750 Penalty: 4169.838379
	Iteration 6Q: 3 clusters Score -373967.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -374037.437500 Penalty: 4169.838379
	Iteration 7Q: 3 clusters Score -374037.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -374100.625000 Penalty: 4169.838379
	Iteration 8Q: 3 clusters Score -374100.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -374163.875000 Penalty: 4169.838379
	Iteration 9Q: 3 clusters Score -374163.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -374229.093750 Penalty: 4169.838379
	Iteration 10Q: 3 clusters Score -374229.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -374269.031250 Penalty: 4169.838379
	Iteration 11Q: 3 clusters Score -374269 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -374301.375000 Penalty: 4169.838379
	Iteration 12Q: 3 clusters Score -374301.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -374337.125000 Penalty: 4169.838379
	Iteration 13Q: 3 clusters Score -374337.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -374381.281250 Penalty: 4169.838379
	Iteration 14Q: 3 clusters Score -374381.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -374418.562500 Penalty: 4169.838379
	Iteration 15Q: 3 clusters Score -374418.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -374452.687500 Penalty: 4169.838379
	Iteration 16Q: 3 clusters Score -374452.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -374490.281250 Penalty: 4169.838379
	Iteration 17Q: 3 clusters Score -374490.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -374526.000000 Penalty: 4169.838379
	Iteration 18Q: 3 clusters Score -374526 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -374565.687500 Penalty: 4169.838379
	Iteration 19Q: 3 clusters Score -374565.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -374599.625000 Penalty: 4169.838379
	Iteration 20F: 3 clusters Score -374599.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -374636.781250 Penalty: 4169.838379
	Iteration 21Q: 3 clusters Score -374636.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -374667.406250 Penalty: 4169.838379
	Iteration 22Q: 3 clusters Score -374667.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -374701.093750 Penalty: 4169.838379
	Iteration 23Q: 3 clusters Score -374701.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -374727.562500 Penalty: 4169.838379
	Iteration 24Q: 3 clusters Score -374727.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -374740.437500 Penalty: 4169.838379
	Iteration 25Q: 3 clusters Score -374740.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -374750.531250 Penalty: 4169.838379
	Iteration 26Q: 3 clusters Score -374750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -374762.531250 Penalty: 4169.838379
	Iteration 27Q: 3 clusters Score -374762.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -374775.937500 Penalty: 4169.838379
	Iteration 28Q: 3 clusters Score -374775.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -374786.031250 Penalty: 4169.838379
	Iteration 29Q: 3 clusters Score -374786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -374800.875000 Penalty: 4169.838379
	Iteration 30Q: 3 clusters Score -374800.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -374814.218750 Penalty: 4169.838379
	Iteration 31Q: 3 clusters Score -374814.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -374832.843750 Penalty: 4169.838379
	Iteration 32Q: 3 clusters Score -374832.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -374850.968750 Penalty: 4169.838379
	Iteration 33Q: 3 clusters Score -374851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -374864.937500 Penalty: 4169.838379
	Iteration 34Q: 3 clusters Score -374864.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -374884.250000 Penalty: 4169.838379
	Iteration 35Q: 3 clusters Score -374884.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -374906.312500 Penalty: 4169.838379
	Iteration 36Q: 3 clusters Score -374906.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -374923.750000 Penalty: 4169.838379
	Iteration 37Q: 3 clusters Score -374923.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -374939.781250 Penalty: 4169.838379
	Iteration 38Q: 3 clusters Score -374939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -374949.656250 Penalty: 4169.838379
	Iteration 39Q: 3 clusters Score -374949.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -374959.687500 Penalty: 4169.838379
	Iteration 40F: 3 clusters Score -374959.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -374969.718750 Penalty: 4169.838379
	Iteration 41Q: 3 clusters Score -374969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -374976.250000 Penalty: 4169.838379
	Iteration 42Q: 3 clusters Score -374976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -374978.968750 Penalty: 4169.838379
	Iteration 43Q: 3 clusters Score -374979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -374983.187500 Penalty: 4169.838379
	Iteration 44Q: 3 clusters Score -374983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -374986.718750 Penalty: 4169.838379
	Iteration 45Q: 3 clusters Score -374986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -374990.937500 Penalty: 4169.838379
	Iteration 46Q: 3 clusters Score -374990.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -374995.250000 Penalty: 4169.838379
	Iteration 47Q: 3 clusters Score -374995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -374996.593750 Penalty: 4169.838379
	Iteration 48Q: 3 clusters Score -374996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -374998.093750 Penalty: 4169.838379
	Iteration 49Q: 3 clusters Score -374998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -374998.843750 Penalty: 4169.838379
	Iteration 50Q: 3 clusters Score -374998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -375002.031250 Penalty: 4169.838379
	Iteration 51Q: 3 clusters Score -375002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375003.125000 Penalty: 4169.838379
	Iteration 52Q: 3 clusters Score -375003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -375004.031250 Penalty: 4169.838379
	Iteration 53Q: 3 clusters Score -375004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -375004.031250 Penalty: 4169.838379
	Iteration 54F: 3 clusters Score -375004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Entering Unmasked Estep 
Score: -289051.718750 Penalty: 2021.387695
	Iteration 0F: 2 clusters Score -289051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -285526.000000 Penalty: 4042.775391
	Iteration 0F: 3 clusters Score -285526 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -286250.656250 Penalty: 4042.775391
	Iteration 1F: 3 clusters Score -286250.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -286398.437500 Penalty: 4042.775391
	Iteration 2F: 3 clusters Score -286398.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -286498.093750 Penalty: 4042.775391
	Iteration 3Q: 3 clusters Score -286498.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -286581.156250 Penalty: 4042.775391
	Iteration 4Q: 3 clusters Score -286581.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -286637.843750 Penalty: 4042.775391
	Iteration 5Q: 3 clusters Score -286637.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -286706.718750 Penalty: 4042.775391
	Iteration 6Q: 3 clusters Score -286706.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -286754.625000 Penalty: 4042.775391
	Iteration 7Q: 3 clusters Score -286754.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -286805.343750 Penalty: 4042.775391
	Iteration 8Q: 3 clusters Score -286805.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -286878.343750 Penalty: 4042.775391
	Iteration 9Q: 3 clusters Score -286878.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -286955.031250 Penalty: 4042.775391
	Iteration 10Q: 3 clusters Score -286955 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -287066.343750 Penalty: 4042.775391
	Iteration 11Q: 3 clusters Score -287066.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -287194.437500 Penalty: 4042.775391
	Iteration 12Q: 3 clusters Score -287194.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287310.812500 Penalty: 4042.775391
	Iteration 13Q: 3 clusters Score -287310.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -287412.687500 Penalty: 4042.775391
	Iteration 14Q: 3 clusters Score -287412.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -287490.156250 Penalty: 4042.775391
	Iteration 15Q: 3 clusters Score -287490.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -287533.093750 Penalty: 4042.775391
	Iteration 16Q: 3 clusters Score -287533.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -287566.218750 Penalty: 4042.775391
	Iteration 17Q: 3 clusters Score -287566.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -287595.812500 Penalty: 4042.775391
	Iteration 18Q: 3 clusters Score -287595.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -287618.531250 Penalty: 4042.775391
	Iteration 19Q: 3 clusters Score -287618.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -287637.375000 Penalty: 4042.775391
	Iteration 20F: 3 clusters Score -287637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -287648.093750 Penalty: 4042.775391
	Iteration 21Q: 3 clusters Score -287648.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -287654.906250 Penalty: 4042.775391
	Iteration 22Q: 3 clusters Score -287654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -287658.718750 Penalty: 4042.775391
	Iteration 23Q: 3 clusters Score -287658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -287663.093750 Penalty: 4042.775391
	Iteration 24Q: 3 clusters Score -287663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -287667.906250 Penalty: 4042.775391
	Iteration 25Q: 3 clusters Score -287667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -287671.562500 Penalty: 4042.775391
	Iteration 26Q: 3 clusters Score -287671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -287673.656250 Penalty: 4042.775391
	Iteration 27Q: 3 clusters Score -287673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -287676.125000 Penalty: 4042.775391
	Iteration 28Q: 3 clusters Score -287676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -287676.781250 Penalty: 4042.775391
	Iteration 29Q: 3 clusters Score -287676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -287677.093750 Penalty: 4042.775391
	Iteration 30Q: 3 clusters Score -287677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -287677.562500 Penalty: 4042.775391
	Iteration 31Q: 3 clusters Score -287677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -287678.125000 Penalty: 4042.775391
	Iteration 32Q: 3 clusters Score -287678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -287679.375000 Penalty: 4042.775391
	Iteration 33Q: 3 clusters Score -287679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -287679.375000 Penalty: 4042.775391
	Iteration 34F: 3 clusters Score -287679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -396518.000000 Penalty: 2149.755371
	Iteration 0F: 2 clusters Score -396518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -391536.187500 Penalty: 4299.510742
	Iteration 0F: 3 clusters Score -391536.2 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -393248.593750 Penalty: 4299.510742
	Iteration 1F: 3 clusters Score -393248.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -393954.625000 Penalty: 4299.510742
	Iteration 2F: 3 clusters Score -393954.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -394494.656250 Penalty: 4299.510742
	Iteration 3F: 3 clusters Score -394494.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -394837.187500 Penalty: 4299.510742
	Iteration 4F: 3 clusters Score -394837.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -395091.656250 Penalty: 4299.510742
	Iteration 5F: 3 clusters Score -395091.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -395262.562500 Penalty: 4299.510742
	Iteration 6Q: 3 clusters Score -395262.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -395376.062500 Penalty: 4299.510742
	Iteration 7Q: 3 clusters Score -395376.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -395445.843750 Penalty: 4299.510742
	Iteration 8Q: 3 clusters Score -395445.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -395511.031250 Penalty: 4299.510742
	Iteration 9Q: 3 clusters Score -395511 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -395587.718750 Penalty: 4299.510742
	Iteration 10Q: 3 clusters Score -395587.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -395639.906250 Penalty: 4299.510742
	Iteration 11Q: 3 clusters Score -395639.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -395685.968750 Penalty: 4299.510742
	Iteration 12Q: 3 clusters Score -395686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -395731.125000 Penalty: 4299.510742
	Iteration 13Q: 3 clusters Score -395731.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -395774.750000 Penalty: 4299.510742
	Iteration 14Q: 3 clusters Score -395774.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -395811.750000 Penalty: 4299.510742
	Iteration 15Q: 3 clusters Score -395811.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -395855.250000 Penalty: 4299.510742
	Iteration 16Q: 3 clusters Score -395855.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -395888.625000 Penalty: 4299.510742
	Iteration 17Q: 3 clusters Score -395888.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -395918.093750 Penalty: 4299.510742
	Iteration 18Q: 3 clusters Score -395918.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -395933.781250 Penalty: 4299.510742
	Iteration 19Q: 3 clusters Score -395933.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -395949.625000 Penalty: 4299.510742
	Iteration 20F: 3 clusters Score -395949.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -395979.375000 Penalty: 4299.510742
	Iteration 21Q: 3 clusters Score -395979.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -396004.656250 Penalty: 4299.510742
	Iteration 22Q: 3 clusters Score -396004.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -396022.093750 Penalty: 4299.510742
	Iteration 23Q: 3 clusters Score -396022.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -396039.718750 Penalty: 4299.510742
	Iteration 24Q: 3 clusters Score -396039.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -396060.281250 Penalty: 4299.510742
	Iteration 25Q: 3 clusters Score -396060.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -396081.343750 Penalty: 4299.510742
	Iteration 26Q: 3 clusters Score -396081.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -396098.781250 Penalty: 4299.510742
	Iteration 27Q: 3 clusters Score -396098.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -396110.343750 Penalty: 4299.510742
	Iteration 28Q: 3 clusters Score -396110.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -396117.562500 Penalty: 4299.510742
	Iteration 29Q: 3 clusters Score -396117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -396119.875000 Penalty: 4299.510742
	Iteration 30Q: 3 clusters Score -396119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -396123.218750 Penalty: 4299.510742
	Iteration 31Q: 3 clusters Score -396123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -396127.968750 Penalty: 4299.510742
	Iteration 32Q: 3 clusters Score -396128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -396133.062500 Penalty: 4299.510742
	Iteration 33Q: 3 clusters Score -396133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -396137.937500 Penalty: 4299.510742
	Iteration 34Q: 3 clusters Score -396137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396142.156250 Penalty: 4299.510742
	Iteration 35Q: 3 clusters Score -396142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396143.750000 Penalty: 4299.510742
	Iteration 36Q: 3 clusters Score -396143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -396145.250000 Penalty: 4299.510742
	Iteration 37Q: 3 clusters Score -396145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396146.750000 Penalty: 4299.510742
	Iteration 38Q: 3 clusters Score -396146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396148.593750 Penalty: 4299.510742
	Iteration 39Q: 3 clusters Score -396148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396148.968750 Penalty: 4299.510742
	Iteration 40F: 3 clusters Score -396149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396148.843750 Penalty: 4299.510742
	Iteration 41Q: 3 clusters Score -396148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -396149.187500 Penalty: 4299.510742
	Iteration 42Q: 3 clusters Score -396149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -396150.843750 Penalty: 4299.510742
	Iteration 43Q: 3 clusters Score -396150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -396151.656250 Penalty: 4299.510742
	Iteration 44Q: 3 clusters Score -396151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -396151.656250 Penalty: 4299.510742
	Iteration 45Q: 3 clusters Score -396151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -396152.000000 Penalty: 4299.510742
	Iteration 46Q: 3 clusters Score -396152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -396152.000000 Penalty: 4299.510742
	Iteration 47F: 3 clusters Score -396152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (329249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329249 members 
Entering Unmasked Estep 
Score: -29068752.000000 Penalty: 3150.733398
	Iteration 0F: 2 clusters Score -2.906875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 164646 members 
Entering Unmasked Estep 
Score: -28847616.000000 Penalty: 6301.466797
	Iteration 0F: 3 clusters Score -2.884762e+07 nChanged 159642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166671 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -28942164.000000 Penalty: 6301.466797
	Iteration 1F: 3 clusters Score -2.894216e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167617 members 
Mstep: Class 2 contains 161632 members 
Entering Unmasked Estep 
Score: -28943270.000000 Penalty: 6301.466797
	Iteration 2Q: 3 clusters Score -2.894327e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169148 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -28944530.000000 Penalty: 6301.466797
	Iteration 3Q: 3 clusters Score -2.894453e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -28945898.000000 Penalty: 6301.466797
	Iteration 4Q: 3 clusters Score -2.89459e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175080 members 
Mstep: Class 2 contains 154169 members 
Entering Unmasked Estep 
Score: -28947722.000000 Penalty: 6301.466797
	Iteration 5Q: 3 clusters Score -2.894772e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180643 members 
Mstep: Class 2 contains 148606 members 
Entering Unmasked Estep 
Score: -28950640.000000 Penalty: 6301.466797
	Iteration 6Q: 3 clusters Score -2.895064e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188981 members 
Mstep: Class 2 contains 140268 members 
Entering Unmasked Estep 
Score: -28955602.000000 Penalty: 6301.466797
	Iteration 7Q: 3 clusters Score -2.89556e+07 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200990 members 
Mstep: Class 2 contains 128259 members 
Entering Unmasked Estep 
Score: -28963246.000000 Penalty: 6301.466797
	Iteration 8Q: 3 clusters Score -2.896325e+07 nChanged 19596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216956 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -28975428.000000 Penalty: 6301.466797
	Iteration 9F: 3 clusters Score -2.897543e+07 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235966 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -28992200.000000 Penalty: 6301.466797
	Iteration 10F: 3 clusters Score -2.89922e+07 nChanged 21254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254846 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -29010678.000000 Penalty: 6301.466797
	Iteration 11F: 3 clusters Score -2.901068e+07 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270325 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -29026486.000000 Penalty: 6301.466797
	Iteration 12F: 3 clusters Score -2.902649e+07 nChanged 12793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281492 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -29036672.000000 Penalty: 6301.466797
	Iteration 13Q: 3 clusters Score -2.903667e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289857 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -29042768.000000 Penalty: 6301.466797
	Iteration 14Q: 3 clusters Score -2.904277e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296832 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -29047402.000000 Penalty: 6301.466797
	Iteration 15Q: 3 clusters Score -2.90474e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302648 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -29050964.000000 Penalty: 6301.466797
	Iteration 16Q: 3 clusters Score -2.905096e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307552 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -29054172.000000 Penalty: 6301.466797
	Iteration 17Q: 3 clusters Score -2.905417e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311619 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -29056374.000000 Penalty: 6301.466797
	Iteration 18Q: 3 clusters Score -2.905637e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315079 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -29058600.000000 Penalty: 6301.466797
	Iteration 19Q: 3 clusters Score -2.90586e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317988 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -29060314.000000 Penalty: 6301.466797
	Iteration 20F: 3 clusters Score -2.906031e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320344 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -29061622.000000 Penalty: 6301.466797
	Iteration 21Q: 3 clusters Score -2.906162e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322254 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -29062720.000000 Penalty: 6301.466797
	Iteration 22Q: 3 clusters Score -2.906272e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323754 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -29063612.000000 Penalty: 6301.466797
	Iteration 23Q: 3 clusters Score -2.906361e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324894 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -29064238.000000 Penalty: 6301.466797
	Iteration 24Q: 3 clusters Score -2.906424e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325783 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -29064718.000000 Penalty: 6301.466797
	Iteration 25Q: 3 clusters Score -2.906472e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326441 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -29065132.000000 Penalty: 6301.466797
	Iteration 26Q: 3 clusters Score -2.906513e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326903 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -29065356.000000 Penalty: 6301.466797
	Iteration 27Q: 3 clusters Score -2.906536e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327247 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -29065542.000000 Penalty: 6301.466797
	Iteration 28Q: 3 clusters Score -2.906554e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327505 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -29065670.000000 Penalty: 6301.466797
	Iteration 29Q: 3 clusters Score -2.906567e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327709 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -29065822.000000 Penalty: 6301.466797
	Iteration 30Q: 3 clusters Score -2.906582e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327852 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -29065896.000000 Penalty: 6301.466797
	Iteration 31Q: 3 clusters Score -2.90659e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327944 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -29065930.000000 Penalty: 6301.466797
	Iteration 32Q: 3 clusters Score -2.906593e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328012 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -29065958.000000 Penalty: 6301.466797
	Iteration 33Q: 3 clusters Score -2.906596e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328066 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -29065998.000000 Penalty: 6301.466797
	Iteration 34Q: 3 clusters Score -2.9066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328108 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -29066020.000000 Penalty: 6301.466797
	Iteration 35Q: 3 clusters Score -2.906602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328141 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -29066028.000000 Penalty: 6301.466797
	Iteration 36Q: 3 clusters Score -2.906603e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328171 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -29066026.000000 Penalty: 6301.466797
	Iteration 37Q: 3 clusters Score -2.906603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328195 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -29066022.000000 Penalty: 6301.466797
	Iteration 38Q: 3 clusters Score -2.906602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328213 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -29066026.000000 Penalty: 6301.466797
	Iteration 39Q: 3 clusters Score -2.906603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328226 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -29066070.000000 Penalty: 6301.466797
	Iteration 40F: 3 clusters Score -2.906607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328238 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -29066066.000000 Penalty: 6301.466797
	Iteration 41Q: 3 clusters Score -2.906607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328244 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -29066044.000000 Penalty: 6301.466797
	Iteration 42Q: 3 clusters Score -2.906604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328249 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -29066044.000000 Penalty: 6301.466797
	Iteration 43Q: 3 clusters Score -2.906604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328254 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -29066050.000000 Penalty: 6301.466797
	Iteration 44Q: 3 clusters Score -2.906605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328258 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -29066076.000000 Penalty: 6301.466797
	Iteration 45Q: 3 clusters Score -2.906608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328267 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -29066084.000000 Penalty: 6301.466797
	Iteration 46Q: 3 clusters Score -2.906608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328269 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -29066064.000000 Penalty: 6301.466797
	Iteration 47Q: 3 clusters Score -2.906606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328276 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -29066074.000000 Penalty: 6301.466797
	Iteration 48Q: 3 clusters Score -2.906607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328279 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -29066082.000000 Penalty: 6301.466797
	Iteration 49Q: 3 clusters Score -2.906608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328287 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -29066066.000000 Penalty: 6301.466797
	Iteration 50Q: 3 clusters Score -2.906607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328295 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -29066092.000000 Penalty: 6301.466797
	Iteration 51Q: 3 clusters Score -2.906609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328299 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -29066088.000000 Penalty: 6301.466797
	Iteration 52Q: 3 clusters Score -2.906609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328304 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -29066102.000000 Penalty: 6301.466797
	Iteration 53Q: 3 clusters Score -2.90661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328304 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -29066102.000000 Penalty: 6301.466797
	Iteration 54F: 3 clusters Score -2.90661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Entering Unmasked Estep 
Score: -1687280.000000 Penalty: 2446.650391
	Iteration 0F: 2 clusters Score -1687280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1673716.000000 Penalty: 4893.300781
	Iteration 0F: 3 clusters Score -1673716 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1678061.125000 Penalty: 4893.300781
	Iteration 1F: 3 clusters Score -1678061 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1678441.750000 Penalty: 4893.300781
	Iteration 2F: 3 clusters Score -1678442 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1678747.500000 Penalty: 4893.300781
	Iteration 3Q: 3 clusters Score -1678748 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1679038.500000 Penalty: 4893.300781
	Iteration 4Q: 3 clusters Score -1679038 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1679333.750000 Penalty: 4893.300781
	Iteration 5Q: 3 clusters Score -1679334 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1679627.500000 Penalty: 4893.300781
	Iteration 6Q: 3 clusters Score -1679628 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1679892.750000 Penalty: 4893.300781
	Iteration 7Q: 3 clusters Score -1679893 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1680151.750000 Penalty: 4893.300781
	Iteration 8Q: 3 clusters Score -1680152 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1680427.125000 Penalty: 4893.300781
	Iteration 9Q: 3 clusters Score -1680427 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1680708.625000 Penalty: 4893.300781
	Iteration 10Q: 3 clusters Score -1680709 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1681026.500000 Penalty: 4893.300781
	Iteration 11Q: 3 clusters Score -1681026 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1681382.500000 Penalty: 4893.300781
	Iteration 12Q: 3 clusters Score -1681382 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1681828.750000 Penalty: 4893.300781
	Iteration 13Q: 3 clusters Score -1681829 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1682295.875000 Penalty: 4893.300781
	Iteration 14Q: 3 clusters Score -1682296 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1682747.000000 Penalty: 4893.300781
	Iteration 15Q: 3 clusters Score -1682747 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1683073.750000 Penalty: 4893.300781
	Iteration 16Q: 3 clusters Score -1683074 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1683283.250000 Penalty: 4893.300781
	Iteration 17Q: 3 clusters Score -1683283 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1683385.250000 Penalty: 4893.300781
	Iteration 18Q: 3 clusters Score -1683385 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1683436.125000 Penalty: 4893.300781
	Iteration 19Q: 3 clusters Score -1683436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1683479.125000 Penalty: 4893.300781
	Iteration 20F: 3 clusters Score -1683479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1683512.750000 Penalty: 4893.300781
	Iteration 21Q: 3 clusters Score -1683513 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1683540.250000 Penalty: 4893.300781
	Iteration 22Q: 3 clusters Score -1683540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1683565.875000 Penalty: 4893.300781
	Iteration 23Q: 3 clusters Score -1683566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1683583.500000 Penalty: 4893.300781
	Iteration 24Q: 3 clusters Score -1683584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1683593.000000 Penalty: 4893.300781
	Iteration 25Q: 3 clusters Score -1683593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1683606.000000 Penalty: 4893.300781
	Iteration 26Q: 3 clusters Score -1683606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1683613.625000 Penalty: 4893.300781
	Iteration 27Q: 3 clusters Score -1683614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1683619.500000 Penalty: 4893.300781
	Iteration 28Q: 3 clusters Score -1683620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1683632.750000 Penalty: 4893.300781
	Iteration 29Q: 3 clusters Score -1683633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1683638.250000 Penalty: 4893.300781
	Iteration 30Q: 3 clusters Score -1683638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1683649.375000 Penalty: 4893.300781
	Iteration 31Q: 3 clusters Score -1683649 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1683657.875000 Penalty: 4893.300781
	Iteration 32Q: 3 clusters Score -1683658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1683663.750000 Penalty: 4893.300781
	Iteration 33Q: 3 clusters Score -1683664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1683669.625000 Penalty: 4893.300781
	Iteration 34Q: 3 clusters Score -1683670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1683671.375000 Penalty: 4893.300781
	Iteration 35Q: 3 clusters Score -1683671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1683673.625000 Penalty: 4893.300781
	Iteration 36Q: 3 clusters Score -1683674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1683676.625000 Penalty: 4893.300781
	Iteration 37Q: 3 clusters Score -1683677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1683679.625000 Penalty: 4893.300781
	Iteration 38Q: 3 clusters Score -1683680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1683682.000000 Penalty: 4893.300781
	Iteration 39Q: 3 clusters Score -1683682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1683686.125000 Penalty: 4893.300781
	Iteration 40F: 3 clusters Score -1683686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1683689.500000 Penalty: 4893.300781
	Iteration 41Q: 3 clusters Score -1683690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1683691.875000 Penalty: 4893.300781
	Iteration 42Q: 3 clusters Score -1683692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1683694.375000 Penalty: 4893.300781
	Iteration 43Q: 3 clusters Score -1683694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1683695.500000 Penalty: 4893.300781
	Iteration 44Q: 3 clusters Score -1683696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1683701.250000 Penalty: 4893.300781
	Iteration 45Q: 3 clusters Score -1683701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1683702.000000 Penalty: 4893.300781
	Iteration 46Q: 3 clusters Score -1683702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1683708.625000 Penalty: 4893.300781
	Iteration 47Q: 3 clusters Score -1683709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1683711.750000 Penalty: 4893.300781
	Iteration 48Q: 3 clusters Score -1683712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1683713.125000 Penalty: 4893.300781
	Iteration 49Q: 3 clusters Score -1683713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1683716.000000 Penalty: 4893.300781
	Iteration 50Q: 3 clusters Score -1683716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1683717.125000 Penalty: 4893.300781
	Iteration 51Q: 3 clusters Score -1683717 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1683720.625000 Penalty: 4893.300781
	Iteration 52Q: 3 clusters Score -1683721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1683725.375000 Penalty: 4893.300781
	Iteration 53Q: 3 clusters Score -1683725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1683728.750000 Penalty: 4893.300781
	Iteration 54Q: 3 clusters Score -1683729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1683733.375000 Penalty: 4893.300781
	Iteration 55Q: 3 clusters Score -1683733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1683741.500000 Penalty: 4893.300781
	Iteration 56Q: 3 clusters Score -1683742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1683749.375000 Penalty: 4893.300781
	Iteration 57Q: 3 clusters Score -1683749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1683757.875000 Penalty: 4893.300781
	Iteration 58Q: 3 clusters Score -1683758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1683767.500000 Penalty: 4893.300781
	Iteration 59Q: 3 clusters Score -1683768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1683775.375000 Penalty: 4893.300781
	Iteration 60F: 3 clusters Score -1683775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1683796.500000 Penalty: 4893.300781
	Iteration 61Q: 3 clusters Score -1683796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1683798.500000 Penalty: 4893.300781
	Iteration 62Q: 3 clusters Score -1683798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1683804.625000 Penalty: 4893.300781
	Iteration 63Q: 3 clusters Score -1683805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1683802.000000 Penalty: 4893.300781
	Iteration 64Q: 3 clusters Score -1683802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1683819.750000 Penalty: 4893.300781
	Iteration 65Q: 3 clusters Score -1683820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1683829.000000 Penalty: 4893.300781
	Iteration 66Q: 3 clusters Score -1683829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1683829.250000 Penalty: 4893.300781
	Iteration 67Q: 3 clusters Score -1683829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1683828.625000 Penalty: 4893.300781
	Iteration 68Q: 3 clusters Score -1683829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1683837.000000 Penalty: 4893.300781
	Iteration 69Q: 3 clusters Score -1683837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1683840.125000 Penalty: 4893.300781
	Iteration 70Q: 3 clusters Score -1683840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1683850.000000 Penalty: 4893.300781
	Iteration 71Q: 3 clusters Score -1683850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1683858.875000 Penalty: 4893.300781
	Iteration 72Q: 3 clusters Score -1683859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1683868.125000 Penalty: 4893.300781
	Iteration 73Q: 3 clusters Score -1683868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1683873.750000 Penalty: 4893.300781
	Iteration 74Q: 3 clusters Score -1683874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1683879.875000 Penalty: 4893.300781
	Iteration 75Q: 3 clusters Score -1683880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1683893.750000 Penalty: 4893.300781
	Iteration 76Q: 3 clusters Score -1683894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1683895.875000 Penalty: 4893.300781
	Iteration 77Q: 3 clusters Score -1683896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1683897.250000 Penalty: 4893.300781
	Iteration 78Q: 3 clusters Score -1683897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1683903.375000 Penalty: 4893.300781
	Iteration 79Q: 3 clusters Score -1683903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1683907.250000 Penalty: 4893.300781
	Iteration 80F: 3 clusters Score -1683907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1683916.750000 Penalty: 4893.300781
	Iteration 81Q: 3 clusters Score -1683917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1683925.875000 Penalty: 4893.300781
	Iteration 82Q: 3 clusters Score -1683926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1683925.750000 Penalty: 4893.300781
	Iteration 83Q: 3 clusters Score -1683926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1683932.500000 Penalty: 4893.300781
	Iteration 84Q: 3 clusters Score -1683932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1683936.625000 Penalty: 4893.300781
	Iteration 85Q: 3 clusters Score -1683937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1683942.500000 Penalty: 4893.300781
	Iteration 86Q: 3 clusters Score -1683942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1683944.000000 Penalty: 4893.300781
	Iteration 87Q: 3 clusters Score -1683944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1683950.375000 Penalty: 4893.300781
	Iteration 88Q: 3 clusters Score -1683950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1683955.875000 Penalty: 4893.300781
	Iteration 89Q: 3 clusters Score -1683956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1683959.375000 Penalty: 4893.300781
	Iteration 90Q: 3 clusters Score -1683959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1683957.375000 Penalty: 4893.300781
	Iteration 91Q: 3 clusters Score -1683957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1683958.250000 Penalty: 4893.300781
	Iteration 92Q: 3 clusters Score -1683958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1683959.500000 Penalty: 4893.300781
	Iteration 93Q: 3 clusters Score -1683960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1683961.125000 Penalty: 4893.300781
	Iteration 94Q: 3 clusters Score -1683961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1683962.375000 Penalty: 4893.300781
	Iteration 95Q: 3 clusters Score -1683962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1683959.875000 Penalty: 4893.300781
	Iteration 96Q: 3 clusters Score -1683960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1683958.125000 Penalty: 4893.300781
	Iteration 97Q: 3 clusters Score -1683958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1683956.125000 Penalty: 4893.300781
	Iteration 98Q: 3 clusters Score -1683956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1683958.500000 Penalty: 4893.300781
	Iteration 99Q: 3 clusters Score -1683958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1683957.625000 Penalty: 4893.300781
	Iteration 100F: 3 clusters Score -1683958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1683961.625000 Penalty: 4893.300781
	Iteration 101Q: 3 clusters Score -1683962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1683961.750000 Penalty: 4893.300781
	Iteration 102Q: 3 clusters Score -1683962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1683960.875000 Penalty: 4893.300781
	Iteration 103Q: 3 clusters Score -1683961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1683962.125000 Penalty: 4893.300781
	Iteration 104Q: 3 clusters Score -1683962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1683960.000000 Penalty: 4893.300781
	Iteration 105Q: 3 clusters Score -1683960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1683963.750000 Penalty: 4893.300781
	Iteration 106Q: 3 clusters Score -1683964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1683963.125000 Penalty: 4893.300781
	Iteration 107Q: 3 clusters Score -1683963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1683968.625000 Penalty: 4893.300781
	Iteration 108Q: 3 clusters Score -1683969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1683970.750000 Penalty: 4893.300781
	Iteration 109Q: 3 clusters Score -1683971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1683970.000000 Penalty: 4893.300781
	Iteration 110Q: 3 clusters Score -1683970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1683969.875000 Penalty: 4893.300781
	Iteration 111Q: 3 clusters Score -1683970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1683972.875000 Penalty: 4893.300781
	Iteration 112Q: 3 clusters Score -1683973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1683967.750000 Penalty: 4893.300781
	Iteration 113Q: 3 clusters Score -1683968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1683969.250000 Penalty: 4893.300781
	Iteration 114Q: 3 clusters Score -1683969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1683968.625000 Penalty: 4893.300781
	Iteration 115Q: 3 clusters Score -1683969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1683971.500000 Penalty: 4893.300781
	Iteration 116Q: 3 clusters Score -1683972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1683972.875000 Penalty: 4893.300781
	Iteration 117Q: 3 clusters Score -1683973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1683972.125000 Penalty: 4893.300781
	Iteration 118Q: 3 clusters Score -1683972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1683977.000000 Penalty: 4893.300781
	Iteration 119Q: 3 clusters Score -1683977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1683975.500000 Penalty: 4893.300781
	Iteration 120F: 3 clusters Score -1683976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1683976.125000 Penalty: 4893.300781
	Iteration 121Q: 3 clusters Score -1683976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1683976.750000 Penalty: 4893.300781
	Iteration 122Q: 3 clusters Score -1683977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1683976.375000 Penalty: 4893.300781
	Iteration 123Q: 3 clusters Score -1683976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1683977.375000 Penalty: 4893.300781
	Iteration 124Q: 3 clusters Score -1683977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1683977.375000 Penalty: 4893.300781
	Iteration 125Q: 3 clusters Score -1683977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1683978.125000 Penalty: 4893.300781
	Iteration 126Q: 3 clusters Score -1683978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1683977.875000 Penalty: 4893.300781
	Iteration 127Q: 3 clusters Score -1683978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1683978.125000 Penalty: 4893.300781
	Iteration 128Q: 3 clusters Score -1683978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1683980.375000 Penalty: 4893.300781
	Iteration 129Q: 3 clusters Score -1683980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1683980.375000 Penalty: 4893.300781
	Iteration 130Q: 3 clusters Score -1683980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1683978.500000 Penalty: 4893.300781
	Iteration 131Q: 3 clusters Score -1683978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1683977.750000 Penalty: 4893.300781
	Iteration 132Q: 3 clusters Score -1683978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1683978.000000 Penalty: 4893.300781
	Iteration 133Q: 3 clusters Score -1683978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1683981.625000 Penalty: 4893.300781
	Iteration 134Q: 3 clusters Score -1683982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1683981.125000 Penalty: 4893.300781
	Iteration 135Q: 3 clusters Score -1683981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1683983.250000 Penalty: 4893.300781
	Iteration 136Q: 3 clusters Score -1683983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1683987.750000 Penalty: 4893.300781
	Iteration 137Q: 3 clusters Score -1683988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1683984.375000 Penalty: 4893.300781
	Iteration 138Q: 3 clusters Score -1683984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1683985.125000 Penalty: 4893.300781
	Iteration 139Q: 3 clusters Score -1683985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1683984.625000 Penalty: 4893.300781
	Iteration 140F: 3 clusters Score -1683985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1683988.250000 Penalty: 4893.300781
	Iteration 141Q: 3 clusters Score -1683988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1683990.375000 Penalty: 4893.300781
	Iteration 142Q: 3 clusters Score -1683990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1683994.000000 Penalty: 4893.300781
	Iteration 143Q: 3 clusters Score -1683994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1683993.500000 Penalty: 4893.300781
	Iteration 144Q: 3 clusters Score -1683994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1684000.625000 Penalty: 4893.300781
	Iteration 145Q: 3 clusters Score -1684001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1683997.000000 Penalty: 4893.300781
	Iteration 146Q: 3 clusters Score -1683997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1683997.250000 Penalty: 4893.300781
	Iteration 147Q: 3 clusters Score -1683997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1684001.125000 Penalty: 4893.300781
	Iteration 148Q: 3 clusters Score -1684001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1684005.750000 Penalty: 4893.300781
	Iteration 149Q: 3 clusters Score -1684006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1684004.000000 Penalty: 4893.300781
	Iteration 150Q: 3 clusters Score -1684004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1684003.125000 Penalty: 4893.300781
	Iteration 151Q: 3 clusters Score -1684003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1684000.750000 Penalty: 4893.300781
	Iteration 152Q: 3 clusters Score -1684001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1684002.500000 Penalty: 4893.300781
	Iteration 153Q: 3 clusters Score -1684002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1684001.125000 Penalty: 4893.300781
	Iteration 154Q: 3 clusters Score -1684001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1684002.500000 Penalty: 4893.300781
	Iteration 155Q: 3 clusters Score -1684002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1684006.125000 Penalty: 4893.300781
	Iteration 156Q: 3 clusters Score -1684006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1684006.500000 Penalty: 4893.300781
	Iteration 157Q: 3 clusters Score -1684006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1684007.375000 Penalty: 4893.300781
	Iteration 158Q: 3 clusters Score -1684007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1684006.750000 Penalty: 4893.300781
	Iteration 159Q: 3 clusters Score -1684007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1684006.375000 Penalty: 4893.300781
	Iteration 160F: 3 clusters Score -1684006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1684005.625000 Penalty: 4893.300781
	Iteration 161Q: 3 clusters Score -1684006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1684005.625000 Penalty: 4893.300781
	Iteration 162F: 3 clusters Score -1684006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1124855.125000 Penalty: 2368.193359
	Iteration 0F: 2 clusters Score -1124855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1114747.625000 Penalty: 4736.386719
	Iteration 0F: 3 clusters Score -1114748 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1118096.125000 Penalty: 4736.386719
	Iteration 1F: 3 clusters Score -1118096 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1118690.250000 Penalty: 4736.386719
	Iteration 2F: 3 clusters Score -1118690 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1119363.750000 Penalty: 4736.386719
	Iteration 3F: 3 clusters Score -1119364 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1120101.125000 Penalty: 4736.386719
	Iteration 4F: 3 clusters Score -1120101 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1120780.750000 Penalty: 4736.386719
	Iteration 5F: 3 clusters Score -1120781 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1121395.625000 Penalty: 4736.386719
	Iteration 6F: 3 clusters Score -1121396 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1121931.125000 Penalty: 4736.386719
	Iteration 7Q: 3 clusters Score -1121931 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1122314.000000 Penalty: 4736.386719
	Iteration 8Q: 3 clusters Score -1122314 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1122552.250000 Penalty: 4736.386719
	Iteration 9Q: 3 clusters Score -1122552 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1122709.250000 Penalty: 4736.386719
	Iteration 10Q: 3 clusters Score -1122709 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1122845.375000 Penalty: 4736.386719
	Iteration 11Q: 3 clusters Score -1122845 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1122938.750000 Penalty: 4736.386719
	Iteration 12Q: 3 clusters Score -1122939 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1123036.500000 Penalty: 4736.386719
	Iteration 13Q: 3 clusters Score -1123036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1123111.125000 Penalty: 4736.386719
	Iteration 14Q: 3 clusters Score -1123111 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1123156.500000 Penalty: 4736.386719
	Iteration 15Q: 3 clusters Score -1123156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1123193.750000 Penalty: 4736.386719
	Iteration 16Q: 3 clusters Score -1123194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1123219.125000 Penalty: 4736.386719
	Iteration 17Q: 3 clusters Score -1123219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1123243.375000 Penalty: 4736.386719
	Iteration 18Q: 3 clusters Score -1123243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1123271.500000 Penalty: 4736.386719
	Iteration 19Q: 3 clusters Score -1123272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1123291.625000 Penalty: 4736.386719
	Iteration 20F: 3 clusters Score -1123292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1123301.375000 Penalty: 4736.386719
	Iteration 21Q: 3 clusters Score -1123301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1123315.875000 Penalty: 4736.386719
	Iteration 22Q: 3 clusters Score -1123316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1123330.250000 Penalty: 4736.386719
	Iteration 23Q: 3 clusters Score -1123330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1123344.125000 Penalty: 4736.386719
	Iteration 24Q: 3 clusters Score -1123344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1123351.375000 Penalty: 4736.386719
	Iteration 25Q: 3 clusters Score -1123351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1123360.125000 Penalty: 4736.386719
	Iteration 26Q: 3 clusters Score -1123360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -1123366.250000 Penalty: 4736.386719
	Iteration 27Q: 3 clusters Score -1123366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1123370.000000 Penalty: 4736.386719
	Iteration 28Q: 3 clusters Score -1123370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1123370.000000 Penalty: 4736.386719
	Iteration 29Q: 3 clusters Score -1123370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1123374.375000 Penalty: 4736.386719
	Iteration 30Q: 3 clusters Score -1123374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1123376.875000 Penalty: 4736.386719
	Iteration 31Q: 3 clusters Score -1123377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1123378.125000 Penalty: 4736.386719
	Iteration 32Q: 3 clusters Score -1123378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1123379.375000 Penalty: 4736.386719
	Iteration 33Q: 3 clusters Score -1123379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1123378.625000 Penalty: 4736.386719
	Iteration 34Q: 3 clusters Score -1123379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1123384.500000 Penalty: 4736.386719
	Iteration 35Q: 3 clusters Score -1123384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1123384.750000 Penalty: 4736.386719
	Iteration 36Q: 3 clusters Score -1123385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1123384.625000 Penalty: 4736.386719
	Iteration 37Q: 3 clusters Score -1123385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1123385.000000 Penalty: 4736.386719
	Iteration 38Q: 3 clusters Score -1123385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1123385.000000 Penalty: 4736.386719
	Iteration 39F: 3 clusters Score -1123385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -726938.750000 Penalty: 2241.808838
	Iteration 0F: 2 clusters Score -726938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -720244.187500 Penalty: 4483.617676
	Iteration 0F: 3 clusters Score -720244.2 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -722064.125000 Penalty: 4483.617676
	Iteration 1F: 3 clusters Score -722064.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -722333.125000 Penalty: 4483.617676
	Iteration 2F: 3 clusters Score -722333.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -722497.250000 Penalty: 4483.617676
	Iteration 3Q: 3 clusters Score -722497.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -722637.687500 Penalty: 4483.617676
	Iteration 4Q: 3 clusters Score -722637.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -722765.375000 Penalty: 4483.617676
	Iteration 5Q: 3 clusters Score -722765.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -722900.000000 Penalty: 4483.617676
	Iteration 6Q: 3 clusters Score -722900 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -723067.062500 Penalty: 4483.617676
	Iteration 7Q: 3 clusters Score -723067.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -723299.875000 Penalty: 4483.617676
	Iteration 8Q: 3 clusters Score -723299.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -723633.500000 Penalty: 4483.617676
	Iteration 9Q: 3 clusters Score -723633.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -724038.312500 Penalty: 4483.617676
	Iteration 10F: 3 clusters Score -724038.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -724446.062500 Penalty: 4483.617676
	Iteration 11F: 3 clusters Score -724446.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -724779.750000 Penalty: 4483.617676
	Iteration 12Q: 3 clusters Score -724779.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -724988.875000 Penalty: 4483.617676
	Iteration 13Q: 3 clusters Score -724988.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -725133.750000 Penalty: 4483.617676
	Iteration 14Q: 3 clusters Score -725133.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -725229.062500 Penalty: 4483.617676
	Iteration 15Q: 3 clusters Score -725229.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -725297.062500 Penalty: 4483.617676
	Iteration 16Q: 3 clusters Score -725297.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -725350.750000 Penalty: 4483.617676
	Iteration 17Q: 3 clusters Score -725350.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -725403.500000 Penalty: 4483.617676
	Iteration 18Q: 3 clusters Score -725403.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -725442.625000 Penalty: 4483.617676
	Iteration 19Q: 3 clusters Score -725442.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -725475.687500 Penalty: 4483.617676
	Iteration 20F: 3 clusters Score -725475.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -725501.875000 Penalty: 4483.617676
	Iteration 21Q: 3 clusters Score -725501.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -725521.500000 Penalty: 4483.617676
	Iteration 22Q: 3 clusters Score -725521.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -725539.812500 Penalty: 4483.617676
	Iteration 23Q: 3 clusters Score -725539.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -725548.750000 Penalty: 4483.617676
	Iteration 24Q: 3 clusters Score -725548.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -725560.937500 Penalty: 4483.617676
	Iteration 25Q: 3 clusters Score -725560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -725563.937500 Penalty: 4483.617676
	Iteration 26Q: 3 clusters Score -725563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -725568.312500 Penalty: 4483.617676
	Iteration 27Q: 3 clusters Score -725568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -725569.250000 Penalty: 4483.617676
	Iteration 28Q: 3 clusters Score -725569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -725568.250000 Penalty: 4483.617676
	Iteration 29Q: 3 clusters Score -725568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -725570.250000 Penalty: 4483.617676
	Iteration 30Q: 3 clusters Score -725570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -725570.562500 Penalty: 4483.617676
	Iteration 31Q: 3 clusters Score -725570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -725571.750000 Penalty: 4483.617676
	Iteration 32Q: 3 clusters Score -725571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -725571.750000 Penalty: 4483.617676
	Iteration 33F: 3 clusters Score -725571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Entering Unmasked Estep 
Score: -739878.000000 Penalty: 2254.761719
	Iteration 0F: 2 clusters Score -739878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -732885.125000 Penalty: 4509.523438
	Iteration 0F: 3 clusters Score -732885.1 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -734929.250000 Penalty: 4509.523438
	Iteration 1F: 3 clusters Score -734929.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -735402.000000 Penalty: 4509.523438
	Iteration 2F: 3 clusters Score -735402 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -735964.187500 Penalty: 4509.523438
	Iteration 3F: 3 clusters Score -735964.2 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -736523.500000 Penalty: 4509.523438
	Iteration 4F: 3 clusters Score -736523.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -737002.062500 Penalty: 4509.523438
	Iteration 5F: 3 clusters Score -737002.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -737326.812500 Penalty: 4509.523438
	Iteration 6F: 3 clusters Score -737326.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -737574.437500 Penalty: 4509.523438
	Iteration 7Q: 3 clusters Score -737574.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -737755.500000 Penalty: 4509.523438
	Iteration 8Q: 3 clusters Score -737755.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -737882.500000 Penalty: 4509.523438
	Iteration 9Q: 3 clusters Score -737882.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -737989.000000 Penalty: 4509.523438
	Iteration 10Q: 3 clusters Score -737989 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -738063.125000 Penalty: 4509.523438
	Iteration 11Q: 3 clusters Score -738063.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -738115.812500 Penalty: 4509.523438
	Iteration 12Q: 3 clusters Score -738115.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -738159.125000 Penalty: 4509.523438
	Iteration 13Q: 3 clusters Score -738159.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -738202.250000 Penalty: 4509.523438
	Iteration 14Q: 3 clusters Score -738202.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -738247.500000 Penalty: 4509.523438
	Iteration 15Q: 3 clusters Score -738247.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -738279.625000 Penalty: 4509.523438
	Iteration 16Q: 3 clusters Score -738279.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -738309.875000 Penalty: 4509.523438
	Iteration 17Q: 3 clusters Score -738309.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -738329.562500 Penalty: 4509.523438
	Iteration 18Q: 3 clusters Score -738329.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -738343.500000 Penalty: 4509.523438
	Iteration 19Q: 3 clusters Score -738343.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -738357.125000 Penalty: 4509.523438
	Iteration 20F: 3 clusters Score -738357.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -738373.125000 Penalty: 4509.523438
	Iteration 21Q: 3 clusters Score -738373.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -738386.500000 Penalty: 4509.523438
	Iteration 22Q: 3 clusters Score -738386.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -738401.875000 Penalty: 4509.523438
	Iteration 23Q: 3 clusters Score -738401.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -738417.875000 Penalty: 4509.523438
	Iteration 24Q: 3 clusters Score -738417.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -738434.250000 Penalty: 4509.523438
	Iteration 25Q: 3 clusters Score -738434.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -738454.812500 Penalty: 4509.523438
	Iteration 26Q: 3 clusters Score -738454.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -738469.562500 Penalty: 4509.523438
	Iteration 27Q: 3 clusters Score -738469.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -738483.562500 Penalty: 4509.523438
	Iteration 28Q: 3 clusters Score -738483.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -738499.125000 Penalty: 4509.523438
	Iteration 29Q: 3 clusters Score -738499.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -738515.812500 Penalty: 4509.523438
	Iteration 30Q: 3 clusters Score -738515.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -738529.000000 Penalty: 4509.523438
	Iteration 31Q: 3 clusters Score -738529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -738543.125000 Penalty: 4509.523438
	Iteration 32Q: 3 clusters Score -738543.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -738556.125000 Penalty: 4509.523438
	Iteration 33Q: 3 clusters Score -738556.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -738579.562500 Penalty: 4509.523438
	Iteration 34Q: 3 clusters Score -738579.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -738598.250000 Penalty: 4509.523438
	Iteration 35Q: 3 clusters Score -738598.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -738610.687500 Penalty: 4509.523438
	Iteration 36Q: 3 clusters Score -738610.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -738619.750000 Penalty: 4509.523438
	Iteration 37Q: 3 clusters Score -738619.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -738632.562500 Penalty: 4509.523438
	Iteration 38Q: 3 clusters Score -738632.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -738645.437500 Penalty: 4509.523438
	Iteration 39Q: 3 clusters Score -738645.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -738654.937500 Penalty: 4509.523438
	Iteration 40F: 3 clusters Score -738654.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -738668.625000 Penalty: 4509.523438
	Iteration 41Q: 3 clusters Score -738668.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -738681.625000 Penalty: 4509.523438
	Iteration 42Q: 3 clusters Score -738681.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -738691.500000 Penalty: 4509.523438
	Iteration 43Q: 3 clusters Score -738691.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -738698.000000 Penalty: 4509.523438
	Iteration 44Q: 3 clusters Score -738698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -738702.500000 Penalty: 4509.523438
	Iteration 45Q: 3 clusters Score -738702.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -738706.687500 Penalty: 4509.523438
	Iteration 46Q: 3 clusters Score -738706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -738707.625000 Penalty: 4509.523438
	Iteration 47Q: 3 clusters Score -738707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -738710.437500 Penalty: 4509.523438
	Iteration 48Q: 3 clusters Score -738710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -738709.375000 Penalty: 4509.523438
	Iteration 49Q: 3 clusters Score -738709.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -738709.187500 Penalty: 4509.523438
	Iteration 50Q: 3 clusters Score -738709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -738712.875000 Penalty: 4509.523438
	Iteration 51Q: 3 clusters Score -738712.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -738713.437500 Penalty: 4509.523438
	Iteration 52Q: 3 clusters Score -738713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -738715.750000 Penalty: 4509.523438
	Iteration 53Q: 3 clusters Score -738715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -738716.750000 Penalty: 4509.523438
	Iteration 54Q: 3 clusters Score -738716.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -738718.812500 Penalty: 4509.523438
	Iteration 55Q: 3 clusters Score -738718.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -738716.500000 Penalty: 4509.523438
	Iteration 56Q: 3 clusters Score -738716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -738721.375000 Penalty: 4509.523438
	Iteration 57Q: 3 clusters Score -738721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -738721.625000 Penalty: 4509.523438
	Iteration 58Q: 3 clusters Score -738721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -738720.812500 Penalty: 4509.523438
	Iteration 59Q: 3 clusters Score -738720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -738722.437500 Penalty: 4509.523438
	Iteration 60F: 3 clusters Score -738722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -738722.062500 Penalty: 4509.523438
	Iteration 61Q: 3 clusters Score -738722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -738721.437500 Penalty: 4509.523438
	Iteration 62Q: 3 clusters Score -738721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -738721.437500 Penalty: 4509.523438
	Iteration 63F: 3 clusters Score -738721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (102460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Entering Unmasked Estep 
Score: -8995214.000000 Penalty: 2861.232422
	Iteration 0F: 2 clusters Score -8995214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -8926816.000000 Penalty: 5722.464844
	Iteration 0F: 3 clusters Score -8926816 nChanged 48428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -8954329.000000 Penalty: 5722.464844
	Iteration 1F: 3 clusters Score -8954329 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -8955014.000000 Penalty: 5722.464844
	Iteration 2Q: 3 clusters Score -8955014 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -8955653.000000 Penalty: 5722.464844
	Iteration 3Q: 3 clusters Score -8955653 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -8956485.000000 Penalty: 5722.464844
	Iteration 4Q: 3 clusters Score -8956485 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8957512.000000 Penalty: 5722.464844
	Iteration 5Q: 3 clusters Score -8957512 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8959009.000000 Penalty: 5722.464844
	Iteration 6Q: 3 clusters Score -8959009 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -8961229.000000 Penalty: 5722.464844
	Iteration 7Q: 3 clusters Score -8961229 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -8965002.000000 Penalty: 5722.464844
	Iteration 8F: 3 clusters Score -8965002 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -8970380.000000 Penalty: 5722.464844
	Iteration 9F: 3 clusters Score -8970380 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83506 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8976581.000000 Penalty: 5722.464844
	Iteration 10F: 3 clusters Score -8976581 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -8982078.000000 Penalty: 5722.464844
	Iteration 11F: 3 clusters Score -8982078 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94286 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -8986022.000000 Penalty: 5722.464844
	Iteration 12Q: 3 clusters Score -8986022 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -8988839.000000 Penalty: 5722.464844
	Iteration 13Q: 3 clusters Score -8988839 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8990602.000000 Penalty: 5722.464844
	Iteration 14Q: 3 clusters Score -8990602 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8991594.000000 Penalty: 5722.464844
	Iteration 15Q: 3 clusters Score -8991594 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8992074.000000 Penalty: 5722.464844
	Iteration 16Q: 3 clusters Score -8992074 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101839 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8992384.000000 Penalty: 5722.464844
	Iteration 17Q: 3 clusters Score -8992384 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8992535.000000 Penalty: 5722.464844
	Iteration 18Q: 3 clusters Score -8992535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102040 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8992637.000000 Penalty: 5722.464844
	Iteration 19Q: 3 clusters Score -8992637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8992693.000000 Penalty: 5722.464844
	Iteration 20F: 3 clusters Score -8992693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8992712.000000 Penalty: 5722.464844
	Iteration 21Q: 3 clusters Score -8992712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8992715.000000 Penalty: 5722.464844
	Iteration 22Q: 3 clusters Score -8992715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8992731.000000 Penalty: 5722.464844
	Iteration 23Q: 3 clusters Score -8992731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8992748.000000 Penalty: 5722.464844
	Iteration 24Q: 3 clusters Score -8992748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102109 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8992758.000000 Penalty: 5722.464844
	Iteration 25Q: 3 clusters Score -8992758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8992767.000000 Penalty: 5722.464844
	Iteration 26Q: 3 clusters Score -8992767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8992787.000000 Penalty: 5722.464844
	Iteration 27Q: 3 clusters Score -8992787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102122 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8992780.000000 Penalty: 5722.464844
	Iteration 28Q: 3 clusters Score -8992780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8992791.000000 Penalty: 5722.464844
	Iteration 29Q: 3 clusters Score -8992791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102124 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8992789.000000 Penalty: 5722.464844
	Iteration 30Q: 3 clusters Score -8992789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8992793.000000 Penalty: 5722.464844
	Iteration 31Q: 3 clusters Score -8992793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102126 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8992794.000000 Penalty: 5722.464844
	Iteration 32Q: 3 clusters Score -8992794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8992796.000000 Penalty: 5722.464844
	Iteration 33Q: 3 clusters Score -8992796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8992796.000000 Penalty: 5722.464844
	Iteration 34F: 3 clusters Score -8992796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -94901.929688 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -94901.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -92865.390625 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -92865.39 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -93201.820312 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -93201.82 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -93292.250000 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -93292.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -93335.968750 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -93335.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93375.820312 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -93375.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -93406.726562 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -93406.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -93446.492188 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -93446.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -93467.429688 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -93467.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93479.757812 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -93479.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -93488.257812 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -93488.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -93500.843750 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -93500.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -93526.492188 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -93526.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93555.101562 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -93555.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93631.960938 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -93631.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93752.679688 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -93752.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93881.289062 Penalty: 3512.110352
	Iteration 15F: 3 clusters Score -93881.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93962.632812 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -93962.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94015.187500 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -94015.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -94044.734375 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -94044.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -94061.734375 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -94061.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94087.273438 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -94087.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94103.859375 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -94103.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94123.023438 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -94123.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94148.187500 Penalty: 3512.110352
	Iteration 23Q: 3 clusters Score -94148.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94203.195312 Penalty: 3512.110352
	Iteration 24Q: 3 clusters Score -94203.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94240.820312 Penalty: 3512.110352
	Iteration 25Q: 3 clusters Score -94240.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94262.500000 Penalty: 3512.110352
	Iteration 26Q: 3 clusters Score -94262.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -94276.117188 Penalty: 3512.110352
	Iteration 27Q: 3 clusters Score -94276.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94287.851562 Penalty: 3512.110352
	Iteration 28Q: 3 clusters Score -94287.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94297.085938 Penalty: 3512.110352
	Iteration 29Q: 3 clusters Score -94297.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -94304.031250 Penalty: 3512.110352
	Iteration 30Q: 3 clusters Score -94304.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94309.320312 Penalty: 3512.110352
	Iteration 31Q: 3 clusters Score -94309.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -94315.507812 Penalty: 3512.110352
	Iteration 32Q: 3 clusters Score -94315.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94321.023438 Penalty: 3512.110352
	Iteration 33Q: 3 clusters Score -94321.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94324.289062 Penalty: 3512.110352
	Iteration 34Q: 3 clusters Score -94324.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94325.203125 Penalty: 3512.110352
	Iteration 35F: 3 clusters Score -94325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94333.109375 Penalty: 3512.110352
	Iteration 36Q: 3 clusters Score -94333.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -94337.523438 Penalty: 3512.110352
	Iteration 37Q: 3 clusters Score -94337.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94339.375000 Penalty: 3512.110352
	Iteration 38Q: 3 clusters Score -94339.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94341.382812 Penalty: 3512.110352
	Iteration 39Q: 3 clusters Score -94341.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94342.210938 Penalty: 3512.110352
	Iteration 40F: 3 clusters Score -94342.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94343.023438 Penalty: 3512.110352
	Iteration 41Q: 3 clusters Score -94343.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94343.023438 Penalty: 3512.110352
	Iteration 42F: 3 clusters Score -94343.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Entering Unmasked Estep 
Score: -2128523.750000 Penalty: 2522.899170
	Iteration 0F: 2 clusters Score -2128524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2110378.000000 Penalty: 5045.798340
	Iteration 0F: 3 clusters Score -2110378 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2116737.000000 Penalty: 5045.798340
	Iteration 1F: 3 clusters Score -2116737 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2117565.000000 Penalty: 5045.798340
	Iteration 2F: 3 clusters Score -2117565 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2118639.500000 Penalty: 5045.798340
	Iteration 3F: 3 clusters Score -2118640 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2119867.500000 Penalty: 5045.798340
	Iteration 4F: 3 clusters Score -2119868 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2121241.500000 Penalty: 5045.798340
	Iteration 5F: 3 clusters Score -2121242 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2122841.000000 Penalty: 5045.798340
	Iteration 6F: 3 clusters Score -2122841 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2124427.500000 Penalty: 5045.798340
	Iteration 7F: 3 clusters Score -2124428 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2125751.750000 Penalty: 5045.798340
	Iteration 8F: 3 clusters Score -2125752 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2126476.250000 Penalty: 5045.798340
	Iteration 9Q: 3 clusters Score -2126476 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2126800.250000 Penalty: 5045.798340
	Iteration 10Q: 3 clusters Score -2126800 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2126998.750000 Penalty: 5045.798340
	Iteration 11Q: 3 clusters Score -2126999 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2127146.250000 Penalty: 5045.798340
	Iteration 12Q: 3 clusters Score -2127146 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2127268.500000 Penalty: 5045.798340
	Iteration 13Q: 3 clusters Score -2127268 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2127365.250000 Penalty: 5045.798340
	Iteration 14Q: 3 clusters Score -2127365 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2127457.250000 Penalty: 5045.798340
	Iteration 15Q: 3 clusters Score -2127457 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2127542.750000 Penalty: 5045.798340
	Iteration 16Q: 3 clusters Score -2127543 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2127601.750000 Penalty: 5045.798340
	Iteration 17Q: 3 clusters Score -2127602 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2127663.750000 Penalty: 5045.798340
	Iteration 18Q: 3 clusters Score -2127664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2127699.000000 Penalty: 5045.798340
	Iteration 19Q: 3 clusters Score -2127699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2127731.000000 Penalty: 5045.798340
	Iteration 20F: 3 clusters Score -2127731 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2127752.500000 Penalty: 5045.798340
	Iteration 21Q: 3 clusters Score -2127752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2127775.250000 Penalty: 5045.798340
	Iteration 22Q: 3 clusters Score -2127775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2127790.750000 Penalty: 5045.798340
	Iteration 23Q: 3 clusters Score -2127791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -2127804.750000 Penalty: 5045.798340
	Iteration 24Q: 3 clusters Score -2127805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2127828.500000 Penalty: 5045.798340
	Iteration 25Q: 3 clusters Score -2127828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2127839.250000 Penalty: 5045.798340
	Iteration 26Q: 3 clusters Score -2127839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2127857.250000 Penalty: 5045.798340
	Iteration 27Q: 3 clusters Score -2127857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2127865.250000 Penalty: 5045.798340
	Iteration 28Q: 3 clusters Score -2127865 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2127881.500000 Penalty: 5045.798340
	Iteration 29Q: 3 clusters Score -2127882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2127894.000000 Penalty: 5045.798340
	Iteration 30Q: 3 clusters Score -2127894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2127890.250000 Penalty: 5045.798340
	Iteration 31Q: 3 clusters Score -2127890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2127896.500000 Penalty: 5045.798340
	Iteration 32Q: 3 clusters Score -2127896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2127901.500000 Penalty: 5045.798340
	Iteration 33Q: 3 clusters Score -2127902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2127904.000000 Penalty: 5045.798340
	Iteration 34Q: 3 clusters Score -2127904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2127904.750000 Penalty: 5045.798340
	Iteration 35Q: 3 clusters Score -2127905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2127910.750000 Penalty: 5045.798340
	Iteration 36Q: 3 clusters Score -2127911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2127911.250000 Penalty: 5045.798340
	Iteration 37Q: 3 clusters Score -2127911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -2127912.250000 Penalty: 5045.798340
	Iteration 38Q: 3 clusters Score -2127912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2127909.500000 Penalty: 5045.798340
	Iteration 39Q: 3 clusters Score -2127910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2127908.250000 Penalty: 5045.798340
	Iteration 40F: 3 clusters Score -2127908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2127909.500000 Penalty: 5045.798340
	Iteration 41Q: 3 clusters Score -2127910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -2127912.000000 Penalty: 5045.798340
	Iteration 42Q: 3 clusters Score -2127912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2127912.750000 Penalty: 5045.798340
	Iteration 43Q: 3 clusters Score -2127913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2127916.000000 Penalty: 5045.798340
	Iteration 44Q: 3 clusters Score -2127916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2127916.500000 Penalty: 5045.798340
	Iteration 45Q: 3 clusters Score -2127916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2127915.250000 Penalty: 5045.798340
	Iteration 46Q: 3 clusters Score -2127915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2127913.250000 Penalty: 5045.798340
	Iteration 47Q: 3 clusters Score -2127913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2127912.500000 Penalty: 5045.798340
	Iteration 48Q: 3 clusters Score -2127912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2127912.250000 Penalty: 5045.798340
	Iteration 49Q: 3 clusters Score -2127912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2127917.250000 Penalty: 5045.798340
	Iteration 50Q: 3 clusters Score -2127917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -2127918.500000 Penalty: 5045.798340
	Iteration 51Q: 3 clusters Score -2127918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2127917.000000 Penalty: 5045.798340
	Iteration 52Q: 3 clusters Score -2127917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2127918.750000 Penalty: 5045.798340
	Iteration 53Q: 3 clusters Score -2127919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2127922.500000 Penalty: 5045.798340
	Iteration 54Q: 3 clusters Score -2127922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2127925.750000 Penalty: 5045.798340
	Iteration 55Q: 3 clusters Score -2127926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2127928.750000 Penalty: 5045.798340
	Iteration 56Q: 3 clusters Score -2127929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2127924.250000 Penalty: 5045.798340
	Iteration 57Q: 3 clusters Score -2127924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2127928.500000 Penalty: 5045.798340
	Iteration 58Q: 3 clusters Score -2127928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2127929.000000 Penalty: 5045.798340
	Iteration 59Q: 3 clusters Score -2127929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2127928.500000 Penalty: 5045.798340
	Iteration 60F: 3 clusters Score -2127928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2127928.500000 Penalty: 5045.798340
	Iteration 61Q: 3 clusters Score -2127928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -2127934.750000 Penalty: 5045.798340
	Iteration 62Q: 3 clusters Score -2127935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2127934.750000 Penalty: 5045.798340
	Iteration 63Q: 3 clusters Score -2127935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2127935.250000 Penalty: 5045.798340
	Iteration 64Q: 3 clusters Score -2127935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2127936.750000 Penalty: 5045.798340
	Iteration 65Q: 3 clusters Score -2127937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2127939.500000 Penalty: 5045.798340
	Iteration 66Q: 3 clusters Score -2127940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2127936.000000 Penalty: 5045.798340
	Iteration 67Q: 3 clusters Score -2127936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2127944.000000 Penalty: 5045.798340
	Iteration 68Q: 3 clusters Score -2127944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -2127945.750000 Penalty: 5045.798340
	Iteration 69Q: 3 clusters Score -2127946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2127938.500000 Penalty: 5045.798340
	Iteration 70Q: 3 clusters Score -2127938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2127943.000000 Penalty: 5045.798340
	Iteration 71Q: 3 clusters Score -2127943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2127942.500000 Penalty: 5045.798340
	Iteration 72Q: 3 clusters Score -2127942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2127941.500000 Penalty: 5045.798340
	Iteration 73Q: 3 clusters Score -2127942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2127944.250000 Penalty: 5045.798340
	Iteration 74Q: 3 clusters Score -2127944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2127942.250000 Penalty: 5045.798340
	Iteration 75Q: 3 clusters Score -2127942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2127943.750000 Penalty: 5045.798340
	Iteration 76Q: 3 clusters Score -2127944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2127949.000000 Penalty: 5045.798340
	Iteration 77Q: 3 clusters Score -2127949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -2127951.000000 Penalty: 5045.798340
	Iteration 78Q: 3 clusters Score -2127951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2127956.000000 Penalty: 5045.798340
	Iteration 79Q: 3 clusters Score -2127956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2127960.750000 Penalty: 5045.798340
	Iteration 80F: 3 clusters Score -2127961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -2127961.500000 Penalty: 5045.798340
	Iteration 81Q: 3 clusters Score -2127962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2127961.500000 Penalty: 5045.798340
	Iteration 82Q: 3 clusters Score -2127962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2127961.000000 Penalty: 5045.798340
	Iteration 83Q: 3 clusters Score -2127961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2127962.000000 Penalty: 5045.798340
	Iteration 84Q: 3 clusters Score -2127962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2127962.500000 Penalty: 5045.798340
	Iteration 85Q: 3 clusters Score -2127962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2127962.500000 Penalty: 5045.798340
	Iteration 86F: 3 clusters Score -2127962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -621349.125000 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -621349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -615318.937500 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -615318.9 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -617074.187500 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -617074.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -617473.625000 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -617473.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -617849.250000 Penalty: 4420.586914
	Iteration 3F: 3 clusters Score -617849.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -618225.062500 Penalty: 4420.586914
	Iteration 4F: 3 clusters Score -618225.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -618544.375000 Penalty: 4420.586914
	Iteration 5F: 3 clusters Score -618544.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -618809.875000 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -618809.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -619035.000000 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -619035 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -619216.750000 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -619216.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -619361.375000 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -619361.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -619467.125000 Penalty: 4420.586914
	Iteration 10Q: 3 clusters Score -619467.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -619552.750000 Penalty: 4420.586914
	Iteration 11Q: 3 clusters Score -619552.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -619600.687500 Penalty: 4420.586914
	Iteration 12Q: 3 clusters Score -619600.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -619635.812500 Penalty: 4420.586914
	Iteration 13Q: 3 clusters Score -619635.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -619657.687500 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -619657.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -619679.875000 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -619679.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -619699.937500 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -619699.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -619713.125000 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -619713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -619724.625000 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -619724.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -619730.250000 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -619730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -619737.250000 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -619737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -619742.375000 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -619742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -619752.312500 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -619752.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -619756.500000 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -619756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -619758.937500 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -619758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -619762.125000 Penalty: 4420.586914
	Iteration 25Q: 3 clusters Score -619762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -619763.437500 Penalty: 4420.586914
	Iteration 26Q: 3 clusters Score -619763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -619764.687500 Penalty: 4420.586914
	Iteration 27Q: 3 clusters Score -619764.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -619766.500000 Penalty: 4420.586914
	Iteration 28Q: 3 clusters Score -619766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -619766.625000 Penalty: 4420.586914
	Iteration 29Q: 3 clusters Score -619766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -619766.625000 Penalty: 4420.586914
	Iteration 30F: 3 clusters Score -619766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Entering Unmasked Estep 
Score: -565197.187500 Penalty: 2216.885986
	Iteration 0F: 2 clusters Score -565197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -559039.500000 Penalty: 4433.771973
	Iteration 0F: 3 clusters Score -559039.5 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -560793.562500 Penalty: 4433.771973
	Iteration 1F: 3 clusters Score -560793.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -561215.625000 Penalty: 4433.771973
	Iteration 2F: 3 clusters Score -561215.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -561564.437500 Penalty: 4433.771973
	Iteration 3F: 3 clusters Score -561564.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -561843.125000 Penalty: 4433.771973
	Iteration 4F: 3 clusters Score -561843.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -562106.500000 Penalty: 4433.771973
	Iteration 5Q: 3 clusters Score -562106.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -562350.812500 Penalty: 4433.771973
	Iteration 6Q: 3 clusters Score -562350.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -562564.000000 Penalty: 4433.771973
	Iteration 7Q: 3 clusters Score -562564 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -562743.437500 Penalty: 4433.771973
	Iteration 8Q: 3 clusters Score -562743.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -562910.312500 Penalty: 4433.771973
	Iteration 9Q: 3 clusters Score -562910.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -563076.875000 Penalty: 4433.771973
	Iteration 10Q: 3 clusters Score -563076.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -563225.875000 Penalty: 4433.771973
	Iteration 11Q: 3 clusters Score -563225.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -563370.750000 Penalty: 4433.771973
	Iteration 12Q: 3 clusters Score -563370.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -563522.062500 Penalty: 4433.771973
	Iteration 13Q: 3 clusters Score -563522.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -563647.062500 Penalty: 4433.771973
	Iteration 14Q: 3 clusters Score -563647.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -563729.687500 Penalty: 4433.771973
	Iteration 15Q: 3 clusters Score -563729.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -563778.687500 Penalty: 4433.771973
	Iteration 16Q: 3 clusters Score -563778.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -563815.062500 Penalty: 4433.771973
	Iteration 17Q: 3 clusters Score -563815.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -563846.687500 Penalty: 4433.771973
	Iteration 18Q: 3 clusters Score -563846.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -563881.125000 Penalty: 4433.771973
	Iteration 19Q: 3 clusters Score -563881.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -563910.000000 Penalty: 4433.771973
	Iteration 20F: 3 clusters Score -563910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -563936.562500 Penalty: 4433.771973
	Iteration 21Q: 3 clusters Score -563936.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -563963.937500 Penalty: 4433.771973
	Iteration 22Q: 3 clusters Score -563963.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -563991.562500 Penalty: 4433.771973
	Iteration 23Q: 3 clusters Score -563991.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -564018.375000 Penalty: 4433.771973
	Iteration 24Q: 3 clusters Score -564018.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -564043.937500 Penalty: 4433.771973
	Iteration 25Q: 3 clusters Score -564043.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -564064.687500 Penalty: 4433.771973
	Iteration 26Q: 3 clusters Score -564064.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -564090.312500 Penalty: 4433.771973
	Iteration 27Q: 3 clusters Score -564090.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -564116.750000 Penalty: 4433.771973
	Iteration 28Q: 3 clusters Score -564116.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -564138.812500 Penalty: 4433.771973
	Iteration 29Q: 3 clusters Score -564138.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -564162.062500 Penalty: 4433.771973
	Iteration 30Q: 3 clusters Score -564162.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -564183.500000 Penalty: 4433.771973
	Iteration 31Q: 3 clusters Score -564183.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -564201.687500 Penalty: 4433.771973
	Iteration 32Q: 3 clusters Score -564201.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -564209.687500 Penalty: 4433.771973
	Iteration 33Q: 3 clusters Score -564209.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -564214.125000 Penalty: 4433.771973
	Iteration 34Q: 3 clusters Score -564214.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -564219.125000 Penalty: 4433.771973
	Iteration 35Q: 3 clusters Score -564219.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -564223.500000 Penalty: 4433.771973
	Iteration 36Q: 3 clusters Score -564223.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -564225.875000 Penalty: 4433.771973
	Iteration 37Q: 3 clusters Score -564225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -564226.187500 Penalty: 4433.771973
	Iteration 38Q: 3 clusters Score -564226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -564227.250000 Penalty: 4433.771973
	Iteration 39Q: 3 clusters Score -564227.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -564230.875000 Penalty: 4433.771973
	Iteration 40F: 3 clusters Score -564230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -564234.187500 Penalty: 4433.771973
	Iteration 41Q: 3 clusters Score -564234.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -564236.250000 Penalty: 4433.771973
	Iteration 42Q: 3 clusters Score -564236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -564238.000000 Penalty: 4433.771973
	Iteration 43Q: 3 clusters Score -564238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -564237.437500 Penalty: 4433.771973
	Iteration 44Q: 3 clusters Score -564237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -564241.250000 Penalty: 4433.771973
	Iteration 45Q: 3 clusters Score -564241.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -564242.000000 Penalty: 4433.771973
	Iteration 46Q: 3 clusters Score -564242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -564244.250000 Penalty: 4433.771973
	Iteration 47Q: 3 clusters Score -564244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -564242.125000 Penalty: 4433.771973
	Iteration 48Q: 3 clusters Score -564242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -564243.500000 Penalty: 4433.771973
	Iteration 49Q: 3 clusters Score -564243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -564245.125000 Penalty: 4433.771973
	Iteration 50Q: 3 clusters Score -564245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -564246.375000 Penalty: 4433.771973
	Iteration 51Q: 3 clusters Score -564246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -564247.187500 Penalty: 4433.771973
	Iteration 52Q: 3 clusters Score -564247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -564249.187500 Penalty: 4433.771973
	Iteration 53Q: 3 clusters Score -564249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -564248.937500 Penalty: 4433.771973
	Iteration 54Q: 3 clusters Score -564248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -564248.937500 Penalty: 4433.771973
	Iteration 55F: 3 clusters Score -564248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (27375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Entering Unmasked Estep 
Score: -2417255.500000 Penalty: 2533.911621
	Iteration 0F: 2 clusters Score -2417256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2398421.750000 Penalty: 5067.823242
	Iteration 0F: 3 clusters Score -2398422 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2405169.250000 Penalty: 5067.823242
	Iteration 1F: 3 clusters Score -2405169 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2405496.250000 Penalty: 5067.823242
	Iteration 2Q: 3 clusters Score -2405496 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2405813.250000 Penalty: 5067.823242
	Iteration 3Q: 3 clusters Score -2405813 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2406086.500000 Penalty: 5067.823242
	Iteration 4Q: 3 clusters Score -2406086 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2406349.750000 Penalty: 5067.823242
	Iteration 5Q: 3 clusters Score -2406350 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2406658.500000 Penalty: 5067.823242
	Iteration 6Q: 3 clusters Score -2406658 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2407005.250000 Penalty: 5067.823242
	Iteration 7Q: 3 clusters Score -2407005 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2407392.750000 Penalty: 5067.823242
	Iteration 8Q: 3 clusters Score -2407393 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2407839.500000 Penalty: 5067.823242
	Iteration 9Q: 3 clusters Score -2407840 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2408290.000000 Penalty: 5067.823242
	Iteration 10Q: 3 clusters Score -2408290 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2408725.500000 Penalty: 5067.823242
	Iteration 11Q: 3 clusters Score -2408726 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2409153.500000 Penalty: 5067.823242
	Iteration 12Q: 3 clusters Score -2409154 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2409563.750000 Penalty: 5067.823242
	Iteration 13Q: 3 clusters Score -2409564 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2409994.000000 Penalty: 5067.823242
	Iteration 14Q: 3 clusters Score -2409994 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2410463.000000 Penalty: 5067.823242
	Iteration 15Q: 3 clusters Score -2410463 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2410973.500000 Penalty: 5067.823242
	Iteration 16Q: 3 clusters Score -2410974 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2411570.250000 Penalty: 5067.823242
	Iteration 17Q: 3 clusters Score -2411570 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2412138.500000 Penalty: 5067.823242
	Iteration 18Q: 3 clusters Score -2412138 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2412538.000000 Penalty: 5067.823242
	Iteration 19Q: 3 clusters Score -2412538 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2412857.500000 Penalty: 5067.823242
	Iteration 20F: 3 clusters Score -2412858 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2413105.500000 Penalty: 5067.823242
	Iteration 21Q: 3 clusters Score -2413106 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2413324.500000 Penalty: 5067.823242
	Iteration 22Q: 3 clusters Score -2413324 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2413499.500000 Penalty: 5067.823242
	Iteration 23Q: 3 clusters Score -2413500 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2413664.250000 Penalty: 5067.823242
	Iteration 24Q: 3 clusters Score -2413664 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2413820.250000 Penalty: 5067.823242
	Iteration 25Q: 3 clusters Score -2413820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2413981.000000 Penalty: 5067.823242
	Iteration 26Q: 3 clusters Score -2413981 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2414105.250000 Penalty: 5067.823242
	Iteration 27Q: 3 clusters Score -2414105 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2414249.250000 Penalty: 5067.823242
	Iteration 28Q: 3 clusters Score -2414249 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2414362.000000 Penalty: 5067.823242
	Iteration 29Q: 3 clusters Score -2414362 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2414474.750000 Penalty: 5067.823242
	Iteration 30Q: 3 clusters Score -2414475 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2414563.750000 Penalty: 5067.823242
	Iteration 31Q: 3 clusters Score -2414564 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2414653.250000 Penalty: 5067.823242
	Iteration 32Q: 3 clusters Score -2414653 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2414731.000000 Penalty: 5067.823242
	Iteration 33Q: 3 clusters Score -2414731 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2414796.000000 Penalty: 5067.823242
	Iteration 34Q: 3 clusters Score -2414796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2414849.250000 Penalty: 5067.823242
	Iteration 35Q: 3 clusters Score -2414849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2414910.500000 Penalty: 5067.823242
	Iteration 36Q: 3 clusters Score -2414910 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2414974.500000 Penalty: 5067.823242
	Iteration 37Q: 3 clusters Score -2414974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2415038.500000 Penalty: 5067.823242
	Iteration 38Q: 3 clusters Score -2415038 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2415076.250000 Penalty: 5067.823242
	Iteration 39Q: 3 clusters Score -2415076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2415110.500000 Penalty: 5067.823242
	Iteration 40F: 3 clusters Score -2415110 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2415144.750000 Penalty: 5067.823242
	Iteration 41Q: 3 clusters Score -2415145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2415173.750000 Penalty: 5067.823242
	Iteration 42Q: 3 clusters Score -2415174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2415189.500000 Penalty: 5067.823242
	Iteration 43Q: 3 clusters Score -2415190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2415208.500000 Penalty: 5067.823242
	Iteration 44Q: 3 clusters Score -2415208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2415214.500000 Penalty: 5067.823242
	Iteration 45Q: 3 clusters Score -2415214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2415222.750000 Penalty: 5067.823242
	Iteration 46Q: 3 clusters Score -2415223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2415224.250000 Penalty: 5067.823242
	Iteration 47Q: 3 clusters Score -2415224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2415231.250000 Penalty: 5067.823242
	Iteration 48Q: 3 clusters Score -2415231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2415233.000000 Penalty: 5067.823242
	Iteration 49Q: 3 clusters Score -2415233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2415242.500000 Penalty: 5067.823242
	Iteration 50Q: 3 clusters Score -2415242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2415253.250000 Penalty: 5067.823242
	Iteration 51Q: 3 clusters Score -2415253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2415262.250000 Penalty: 5067.823242
	Iteration 52Q: 3 clusters Score -2415262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2415272.000000 Penalty: 5067.823242
	Iteration 53Q: 3 clusters Score -2415272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2415285.250000 Penalty: 5067.823242
	Iteration 54Q: 3 clusters Score -2415285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2415286.000000 Penalty: 5067.823242
	Iteration 55Q: 3 clusters Score -2415286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2415288.000000 Penalty: 5067.823242
	Iteration 56Q: 3 clusters Score -2415288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2415293.250000 Penalty: 5067.823242
	Iteration 57Q: 3 clusters Score -2415293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2415290.250000 Penalty: 5067.823242
	Iteration 58Q: 3 clusters Score -2415290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2415293.000000 Penalty: 5067.823242
	Iteration 59Q: 3 clusters Score -2415293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2415292.500000 Penalty: 5067.823242
	Iteration 60F: 3 clusters Score -2415292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2415293.250000 Penalty: 5067.823242
	Iteration 61Q: 3 clusters Score -2415293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2415299.000000 Penalty: 5067.823242
	Iteration 62Q: 3 clusters Score -2415299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2415296.000000 Penalty: 5067.823242
	Iteration 63Q: 3 clusters Score -2415296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2415298.500000 Penalty: 5067.823242
	Iteration 64Q: 3 clusters Score -2415298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2415304.500000 Penalty: 5067.823242
	Iteration 65Q: 3 clusters Score -2415304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2415307.750000 Penalty: 5067.823242
	Iteration 66Q: 3 clusters Score -2415308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2415303.750000 Penalty: 5067.823242
	Iteration 67Q: 3 clusters Score -2415304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2415308.500000 Penalty: 5067.823242
	Iteration 68Q: 3 clusters Score -2415308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2415307.500000 Penalty: 5067.823242
	Iteration 69Q: 3 clusters Score -2415308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2415309.000000 Penalty: 5067.823242
	Iteration 70Q: 3 clusters Score -2415309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2415311.500000 Penalty: 5067.823242
	Iteration 71Q: 3 clusters Score -2415312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2415308.250000 Penalty: 5067.823242
	Iteration 72Q: 3 clusters Score -2415308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2415308.750000 Penalty: 5067.823242
	Iteration 73Q: 3 clusters Score -2415309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2415308.750000 Penalty: 5067.823242
	Iteration 74Q: 3 clusters Score -2415309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2415310.500000 Penalty: 5067.823242
	Iteration 75Q: 3 clusters Score -2415310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2415309.750000 Penalty: 5067.823242
	Iteration 76Q: 3 clusters Score -2415310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2415309.500000 Penalty: 5067.823242
	Iteration 77Q: 3 clusters Score -2415310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2415309.500000 Penalty: 5067.823242
	Iteration 78F: 3 clusters Score -2415310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -101100.859375 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -101100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98946.085938 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -98946.09 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99253.484375 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -99253.48 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99371.929688 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -99371.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -99436.125000 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -99436.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -99462.851562 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -99462.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99487.398438 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -99487.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -99501.906250 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -99501.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -99514.453125 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -99514.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -99521.570312 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -99521.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -99528.773438 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -99528.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99535.851562 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -99535.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99542.718750 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -99542.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99548.234375 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -99548.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99549.507812 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -99549.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99552.359375 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -99552.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99552.835938 Penalty: 3520.794434
	Iteration 15Q: 3 clusters Score -99552.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99552.835938 Penalty: 3520.794434
	Iteration 16F: 3 clusters Score -99552.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -353381.718750 Penalty: 2071.783936
	Iteration 0F: 2 clusters Score -353381.7 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 2136 members 
Entering Unmasked Estep 
Score: -349378.750000 Penalty: 4143.567871
	Iteration 0F: 3 clusters Score -349378.8 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -350531.281250 Penalty: 4143.567871
	Iteration 1F: 3 clusters Score -350531.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -350884.875000 Penalty: 4143.567871
	Iteration 2F: 3 clusters Score -350884.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -351127.531250 Penalty: 4143.567871
	Iteration 3F: 3 clusters Score -351127.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -351330.250000 Penalty: 4143.567871
	Iteration 4F: 3 clusters Score -351330.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -351520.312500 Penalty: 4143.567871
	Iteration 5F: 3 clusters Score -351520.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -351677.250000 Penalty: 4143.567871
	Iteration 6Q: 3 clusters Score -351677.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -351830.000000 Penalty: 4143.567871
	Iteration 7Q: 3 clusters Score -351830 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -351976.968750 Penalty: 4143.567871
	Iteration 8Q: 3 clusters Score -351977 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -352099.750000 Penalty: 4143.567871
	Iteration 9Q: 3 clusters Score -352099.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -352199.125000 Penalty: 4143.567871
	Iteration 10Q: 3 clusters Score -352199.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -352263.375000 Penalty: 4143.567871
	Iteration 11Q: 3 clusters Score -352263.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -352314.312500 Penalty: 4143.567871
	Iteration 12Q: 3 clusters Score -352314.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -352346.625000 Penalty: 4143.567871
	Iteration 13Q: 3 clusters Score -352346.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -352366.875000 Penalty: 4143.567871
	Iteration 14Q: 3 clusters Score -352366.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -352378.750000 Penalty: 4143.567871
	Iteration 15Q: 3 clusters Score -352378.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -352389.000000 Penalty: 4143.567871
	Iteration 16Q: 3 clusters Score -352389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -352394.312500 Penalty: 4143.567871
	Iteration 17Q: 3 clusters Score -352394.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -352398.031250 Penalty: 4143.567871
	Iteration 18Q: 3 clusters Score -352398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -352399.562500 Penalty: 4143.567871
	Iteration 19Q: 3 clusters Score -352399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -352401.062500 Penalty: 4143.567871
	Iteration 20F: 3 clusters Score -352401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352403.312500 Penalty: 4143.567871
	Iteration 21Q: 3 clusters Score -352403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352406.312500 Penalty: 4143.567871
	Iteration 22Q: 3 clusters Score -352406.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -352407.781250 Penalty: 4143.567871
	Iteration 23Q: 3 clusters Score -352407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -352410.281250 Penalty: 4143.567871
	Iteration 24Q: 3 clusters Score -352410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -352411.062500 Penalty: 4143.567871
	Iteration 25Q: 3 clusters Score -352411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -352412.656250 Penalty: 4143.567871
	Iteration 26Q: 3 clusters Score -352412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -352412.687500 Penalty: 4143.567871
	Iteration 27Q: 3 clusters Score -352412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -352412.687500 Penalty: 4143.567871
	Iteration 28F: 3 clusters Score -352412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (62697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Entering Unmasked Estep 
Score: -5565646.000000 Penalty: 2739.425049
	Iteration 0F: 2 clusters Score -5565646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -5523454.500000 Penalty: 5478.850098
	Iteration 0F: 3 clusters Score -5523454 nChanged 29281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -5540019.000000 Penalty: 5478.850098
	Iteration 1F: 3 clusters Score -5540019 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -5540722.000000 Penalty: 5478.850098
	Iteration 2Q: 3 clusters Score -5540722 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5541555.000000 Penalty: 5478.850098
	Iteration 3Q: 3 clusters Score -5541555 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5542809.000000 Penalty: 5478.850098
	Iteration 4Q: 3 clusters Score -5542809 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -5544625.000000 Penalty: 5478.850098
	Iteration 5F: 3 clusters Score -5544625 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5547520.500000 Penalty: 5478.850098
	Iteration 6F: 3 clusters Score -5547520 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -5551206.000000 Penalty: 5478.850098
	Iteration 7F: 3 clusters Score -5551206 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -5555162.000000 Penalty: 5478.850098
	Iteration 8F: 3 clusters Score -5555162 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -5558568.500000 Penalty: 5478.850098
	Iteration 9F: 3 clusters Score -5558568 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -5560907.000000 Penalty: 5478.850098
	Iteration 10Q: 3 clusters Score -5560907 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -5562079.500000 Penalty: 5478.850098
	Iteration 11Q: 3 clusters Score -5562080 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
Score: -5562633.500000 Penalty: 5478.850098
	Iteration 12Q: 3 clusters Score -5562634 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -5562928.500000 Penalty: 5478.850098
	Iteration 13Q: 3 clusters Score -5562928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -5563087.500000 Penalty: 5478.850098
	Iteration 14Q: 3 clusters Score -5563088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -5563156.500000 Penalty: 5478.850098
	Iteration 15Q: 3 clusters Score -5563156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -5563199.500000 Penalty: 5478.850098
	Iteration 16Q: 3 clusters Score -5563200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -5563230.500000 Penalty: 5478.850098
	Iteration 17Q: 3 clusters Score -5563230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -5563252.500000 Penalty: 5478.850098
	Iteration 18Q: 3 clusters Score -5563252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -5563256.000000 Penalty: 5478.850098
	Iteration 19Q: 3 clusters Score -5563256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -5563256.500000 Penalty: 5478.850098
	Iteration 20F: 3 clusters Score -5563256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -5563261.000000 Penalty: 5478.850098
	Iteration 21Q: 3 clusters Score -5563261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -5563262.500000 Penalty: 5478.850098
	Iteration 22Q: 3 clusters Score -5563262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -5563257.500000 Penalty: 5478.850098
	Iteration 23Q: 3 clusters Score -5563258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -5563261.500000 Penalty: 5478.850098
	Iteration 24Q: 3 clusters Score -5563262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -5563261.500000 Penalty: 5478.850098
	Iteration 25F: 3 clusters Score -5563262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Entering Unmasked Estep 
Score: -2308143.500000 Penalty: 2527.859131
	Iteration 0F: 2 clusters Score -2308144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2289703.250000 Penalty: 5055.718262
	Iteration 0F: 3 clusters Score -2289703 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2296442.750000 Penalty: 5055.718262
	Iteration 1F: 3 clusters Score -2296443 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2297381.750000 Penalty: 5055.718262
	Iteration 2F: 3 clusters Score -2297382 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2298550.500000 Penalty: 5055.718262
	Iteration 3F: 3 clusters Score -2298550 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2299899.750000 Penalty: 5055.718262
	Iteration 4F: 3 clusters Score -2299900 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2301262.500000 Penalty: 5055.718262
	Iteration 5F: 3 clusters Score -2301262 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2302423.500000 Penalty: 5055.718262
	Iteration 6F: 3 clusters Score -2302424 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2303304.500000 Penalty: 5055.718262
	Iteration 7F: 3 clusters Score -2303304 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2303895.500000 Penalty: 5055.718262
	Iteration 8Q: 3 clusters Score -2303896 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2304355.500000 Penalty: 5055.718262
	Iteration 9Q: 3 clusters Score -2304356 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2304735.250000 Penalty: 5055.718262
	Iteration 10Q: 3 clusters Score -2304735 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2305079.500000 Penalty: 5055.718262
	Iteration 11Q: 3 clusters Score -2305080 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2305342.000000 Penalty: 5055.718262
	Iteration 12Q: 3 clusters Score -2305342 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2305566.250000 Penalty: 5055.718262
	Iteration 13Q: 3 clusters Score -2305566 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2305751.500000 Penalty: 5055.718262
	Iteration 14Q: 3 clusters Score -2305752 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2305852.750000 Penalty: 5055.718262
	Iteration 15Q: 3 clusters Score -2305853 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2305916.000000 Penalty: 5055.718262
	Iteration 16Q: 3 clusters Score -2305916 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2305961.250000 Penalty: 5055.718262
	Iteration 17Q: 3 clusters Score -2305961 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2305986.500000 Penalty: 5055.718262
	Iteration 18Q: 3 clusters Score -2305986 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2306012.000000 Penalty: 5055.718262
	Iteration 19Q: 3 clusters Score -2306012 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2306038.250000 Penalty: 5055.718262
	Iteration 20F: 3 clusters Score -2306038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2306058.500000 Penalty: 5055.718262
	Iteration 21Q: 3 clusters Score -2306058 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2306066.750000 Penalty: 5055.718262
	Iteration 22Q: 3 clusters Score -2306067 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2306060.000000 Penalty: 5055.718262
	Iteration 23Q: 3 clusters Score -2306060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2306070.000000 Penalty: 5055.718262
	Iteration 24Q: 3 clusters Score -2306070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2306073.750000 Penalty: 5055.718262
	Iteration 25Q: 3 clusters Score -2306074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2306082.000000 Penalty: 5055.718262
	Iteration 26Q: 3 clusters Score -2306082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2306083.500000 Penalty: 5055.718262
	Iteration 27Q: 3 clusters Score -2306084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2306080.500000 Penalty: 5055.718262
	Iteration 28Q: 3 clusters Score -2306080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2306079.000000 Penalty: 5055.718262
	Iteration 29Q: 3 clusters Score -2306079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2306081.000000 Penalty: 5055.718262
	Iteration 30Q: 3 clusters Score -2306081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2306080.500000 Penalty: 5055.718262
	Iteration 31Q: 3 clusters Score -2306080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2306082.250000 Penalty: 5055.718262
	Iteration 32Q: 3 clusters Score -2306082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2306084.500000 Penalty: 5055.718262
	Iteration 33Q: 3 clusters Score -2306084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2306086.250000 Penalty: 5055.718262
	Iteration 34Q: 3 clusters Score -2306086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2306084.000000 Penalty: 5055.718262
	Iteration 35Q: 3 clusters Score -2306084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2306077.750000 Penalty: 5055.718262
	Iteration 36Q: 3 clusters Score -2306078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2306081.750000 Penalty: 5055.718262
	Iteration 37Q: 3 clusters Score -2306082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2306084.750000 Penalty: 5055.718262
	Iteration 38Q: 3 clusters Score -2306085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2306080.500000 Penalty: 5055.718262
	Iteration 39Q: 3 clusters Score -2306080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2306079.250000 Penalty: 5055.718262
	Iteration 40F: 3 clusters Score -2306079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2306084.250000 Penalty: 5055.718262
	Iteration 41Q: 3 clusters Score -2306084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2306078.000000 Penalty: 5055.718262
	Iteration 42Q: 3 clusters Score -2306078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2306084.500000 Penalty: 5055.718262
	Iteration 43Q: 3 clusters Score -2306084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2306088.250000 Penalty: 5055.718262
	Iteration 44Q: 3 clusters Score -2306088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2306087.000000 Penalty: 5055.718262
	Iteration 45Q: 3 clusters Score -2306087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2306080.500000 Penalty: 5055.718262
	Iteration 46Q: 3 clusters Score -2306080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2306082.250000 Penalty: 5055.718262
	Iteration 47Q: 3 clusters Score -2306082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2306081.250000 Penalty: 5055.718262
	Iteration 48Q: 3 clusters Score -2306081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2306082.250000 Penalty: 5055.718262
	Iteration 49Q: 3 clusters Score -2306082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2306082.500000 Penalty: 5055.718262
	Iteration 50Q: 3 clusters Score -2306082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2306082.500000 Penalty: 5055.718262
	Iteration 51F: 3 clusters Score -2306082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -920062.187500 Penalty: 2297.183838
	Iteration 0F: 2 clusters Score -920062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -911968.750000 Penalty: 4594.367676
	Iteration 0F: 3 clusters Score -911968.8 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -914450.687500 Penalty: 4594.367676
	Iteration 1F: 3 clusters Score -914450.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -914790.875000 Penalty: 4594.367676
	Iteration 2F: 3 clusters Score -914790.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -915101.437500 Penalty: 4594.367676
	Iteration 3F: 3 clusters Score -915101.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -915431.312500 Penalty: 4594.367676
	Iteration 4F: 3 clusters Score -915431.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -915830.562500 Penalty: 4594.367676
	Iteration 5F: 3 clusters Score -915830.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -916282.000000 Penalty: 4594.367676
	Iteration 6F: 3 clusters Score -916282 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -916698.312500 Penalty: 4594.367676
	Iteration 7F: 3 clusters Score -916698.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -917004.250000 Penalty: 4594.367676
	Iteration 8Q: 3 clusters Score -917004.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -917213.437500 Penalty: 4594.367676
	Iteration 9Q: 3 clusters Score -917213.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -917377.625000 Penalty: 4594.367676
	Iteration 10Q: 3 clusters Score -917377.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -917495.875000 Penalty: 4594.367676
	Iteration 11Q: 3 clusters Score -917495.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -917573.000000 Penalty: 4594.367676
	Iteration 12Q: 3 clusters Score -917573 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -917625.375000 Penalty: 4594.367676
	Iteration 13Q: 3 clusters Score -917625.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -917649.875000 Penalty: 4594.367676
	Iteration 14Q: 3 clusters Score -917649.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -917672.125000 Penalty: 4594.367676
	Iteration 15Q: 3 clusters Score -917672.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -917688.375000 Penalty: 4594.367676
	Iteration 16Q: 3 clusters Score -917688.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -917703.812500 Penalty: 4594.367676
	Iteration 17Q: 3 clusters Score -917703.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -917717.625000 Penalty: 4594.367676
	Iteration 18Q: 3 clusters Score -917717.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -917725.312500 Penalty: 4594.367676
	Iteration 19Q: 3 clusters Score -917725.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -917732.500000 Penalty: 4594.367676
	Iteration 20F: 3 clusters Score -917732.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -917738.625000 Penalty: 4594.367676
	Iteration 21Q: 3 clusters Score -917738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -917744.875000 Penalty: 4594.367676
	Iteration 22Q: 3 clusters Score -917744.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -917748.125000 Penalty: 4594.367676
	Iteration 23Q: 3 clusters Score -917748.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -917755.562500 Penalty: 4594.367676
	Iteration 24Q: 3 clusters Score -917755.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -917763.750000 Penalty: 4594.367676
	Iteration 25Q: 3 clusters Score -917763.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -917768.000000 Penalty: 4594.367676
	Iteration 26Q: 3 clusters Score -917768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -917773.625000 Penalty: 4594.367676
	Iteration 27Q: 3 clusters Score -917773.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -917781.437500 Penalty: 4594.367676
	Iteration 28Q: 3 clusters Score -917781.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -917786.000000 Penalty: 4594.367676
	Iteration 29Q: 3 clusters Score -917786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -917795.125000 Penalty: 4594.367676
	Iteration 30Q: 3 clusters Score -917795.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -917808.687500 Penalty: 4594.367676
	Iteration 31Q: 3 clusters Score -917808.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -917814.875000 Penalty: 4594.367676
	Iteration 32Q: 3 clusters Score -917814.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -917819.375000 Penalty: 4594.367676
	Iteration 33Q: 3 clusters Score -917819.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -917830.312500 Penalty: 4594.367676
	Iteration 34Q: 3 clusters Score -917830.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -917841.187500 Penalty: 4594.367676
	Iteration 35Q: 3 clusters Score -917841.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -917850.750000 Penalty: 4594.367676
	Iteration 36Q: 3 clusters Score -917850.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -917858.125000 Penalty: 4594.367676
	Iteration 37Q: 3 clusters Score -917858.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -917865.125000 Penalty: 4594.367676
	Iteration 38Q: 3 clusters Score -917865.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -917868.625000 Penalty: 4594.367676
	Iteration 39Q: 3 clusters Score -917868.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -917882.187500 Penalty: 4594.367676
	Iteration 40F: 3 clusters Score -917882.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -917894.937500 Penalty: 4594.367676
	Iteration 41Q: 3 clusters Score -917894.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -917917.562500 Penalty: 4594.367676
	Iteration 42Q: 3 clusters Score -917917.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -917975.062500 Penalty: 4594.367676
	Iteration 43Q: 3 clusters Score -917975.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -918066.625000 Penalty: 4594.367676
	Iteration 44Q: 3 clusters Score -918066.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -918174.125000 Penalty: 4594.367676
	Iteration 45Q: 3 clusters Score -918174.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -918326.500000 Penalty: 4594.367676
	Iteration 46Q: 3 clusters Score -918326.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -918458.750000 Penalty: 4594.367676
	Iteration 47Q: 3 clusters Score -918458.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -918528.000000 Penalty: 4594.367676
	Iteration 48Q: 3 clusters Score -918528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -918575.000000 Penalty: 4594.367676
	Iteration 49Q: 3 clusters Score -918575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -918610.937500 Penalty: 4594.367676
	Iteration 50Q: 3 clusters Score -918610.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -918637.500000 Penalty: 4594.367676
	Iteration 51Q: 3 clusters Score -918637.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -918661.000000 Penalty: 4594.367676
	Iteration 52Q: 3 clusters Score -918661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -918670.625000 Penalty: 4594.367676
	Iteration 53Q: 3 clusters Score -918670.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -918678.437500 Penalty: 4594.367676
	Iteration 54Q: 3 clusters Score -918678.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -918688.312500 Penalty: 4594.367676
	Iteration 55Q: 3 clusters Score -918688.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -918690.750000 Penalty: 4594.367676
	Iteration 56Q: 3 clusters Score -918690.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -918693.375000 Penalty: 4594.367676
	Iteration 57Q: 3 clusters Score -918693.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -918695.187500 Penalty: 4594.367676
	Iteration 58Q: 3 clusters Score -918695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -918694.250000 Penalty: 4594.367676
	Iteration 59Q: 3 clusters Score -918694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -918697.125000 Penalty: 4594.367676
	Iteration 60F: 3 clusters Score -918697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -918700.437500 Penalty: 4594.367676
	Iteration 61Q: 3 clusters Score -918700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -918699.875000 Penalty: 4594.367676
	Iteration 62Q: 3 clusters Score -918699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -918699.937500 Penalty: 4594.367676
	Iteration 63Q: 3 clusters Score -918699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -918699.937500 Penalty: 4594.367676
	Iteration 64Q: 3 clusters Score -918699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -918699.937500 Penalty: 4594.367676
	Iteration 65F: 3 clusters Score -918699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Entering Unmasked Estep 
Score: -843516.437500 Penalty: 2278.875488
	Iteration 0F: 2 clusters Score -843516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -836002.250000 Penalty: 4557.750977
	Iteration 0F: 3 clusters Score -836002.2 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -838176.875000 Penalty: 4557.750977
	Iteration 1F: 3 clusters Score -838176.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -838452.437500 Penalty: 4557.750977
	Iteration 2F: 3 clusters Score -838452.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -838637.500000 Penalty: 4557.750977
	Iteration 3Q: 3 clusters Score -838637.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -838781.062500 Penalty: 4557.750977
	Iteration 4Q: 3 clusters Score -838781.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -838914.062500 Penalty: 4557.750977
	Iteration 5Q: 3 clusters Score -838914.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -839028.187500 Penalty: 4557.750977
	Iteration 6Q: 3 clusters Score -839028.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -839155.250000 Penalty: 4557.750977
	Iteration 7Q: 3 clusters Score -839155.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -839303.562500 Penalty: 4557.750977
	Iteration 8Q: 3 clusters Score -839303.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -839477.312500 Penalty: 4557.750977
	Iteration 9Q: 3 clusters Score -839477.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -839712.750000 Penalty: 4557.750977
	Iteration 10Q: 3 clusters Score -839712.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -840022.812500 Penalty: 4557.750977
	Iteration 11Q: 3 clusters Score -840022.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -840383.750000 Penalty: 4557.750977
	Iteration 12Q: 3 clusters Score -840383.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -840778.437500 Penalty: 4557.750977
	Iteration 13Q: 3 clusters Score -840778.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -841102.062500 Penalty: 4557.750977
	Iteration 14Q: 3 clusters Score -841102.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -841385.375000 Penalty: 4557.750977
	Iteration 15Q: 3 clusters Score -841385.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -841615.937500 Penalty: 4557.750977
	Iteration 16Q: 3 clusters Score -841615.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -841794.937500 Penalty: 4557.750977
	Iteration 17Q: 3 clusters Score -841794.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -841943.937500 Penalty: 4557.750977
	Iteration 18Q: 3 clusters Score -841943.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -842087.250000 Penalty: 4557.750977
	Iteration 19Q: 3 clusters Score -842087.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -842184.250000 Penalty: 4557.750977
	Iteration 20F: 3 clusters Score -842184.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -842262.437500 Penalty: 4557.750977
	Iteration 21Q: 3 clusters Score -842262.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -842332.250000 Penalty: 4557.750977
	Iteration 22Q: 3 clusters Score -842332.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -842411.562500 Penalty: 4557.750977
	Iteration 23Q: 3 clusters Score -842411.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -842488.875000 Penalty: 4557.750977
	Iteration 24Q: 3 clusters Score -842488.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -842553.937500 Penalty: 4557.750977
	Iteration 25Q: 3 clusters Score -842553.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -842602.062500 Penalty: 4557.750977
	Iteration 26Q: 3 clusters Score -842602.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -842640.687500 Penalty: 4557.750977
	Iteration 27Q: 3 clusters Score -842640.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -842666.375000 Penalty: 4557.750977
	Iteration 28Q: 3 clusters Score -842666.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -842682.437500 Penalty: 4557.750977
	Iteration 29Q: 3 clusters Score -842682.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -842697.187500 Penalty: 4557.750977
	Iteration 30Q: 3 clusters Score -842697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -842702.562500 Penalty: 4557.750977
	Iteration 31Q: 3 clusters Score -842702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -842706.500000 Penalty: 4557.750977
	Iteration 32Q: 3 clusters Score -842706.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -842712.312500 Penalty: 4557.750977
	Iteration 33Q: 3 clusters Score -842712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -842712.375000 Penalty: 4557.750977
	Iteration 34Q: 3 clusters Score -842712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -842713.562500 Penalty: 4557.750977
	Iteration 35Q: 3 clusters Score -842713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -842713.062500 Penalty: 4557.750977
	Iteration 36Q: 3 clusters Score -842713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -842715.375000 Penalty: 4557.750977
	Iteration 37Q: 3 clusters Score -842715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -842714.250000 Penalty: 4557.750977
	Iteration 38Q: 3 clusters Score -842714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -842715.625000 Penalty: 4557.750977
	Iteration 39Q: 3 clusters Score -842715.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -842715.625000 Penalty: 4557.750977
	Iteration 40F: 3 clusters Score -842715.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -267231.031250 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -267231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -263884.656250 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -263884.7 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -264580.156250 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -264580.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -264757.593750 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -264757.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -264858.562500 Penalty: 4005.334717
	Iteration 3Q: 3 clusters Score -264858.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -264935.656250 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -264935.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -264983.750000 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -264983.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -265025.343750 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -265025.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -265063.468750 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -265063.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -265099.156250 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -265099.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -265133.125000 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -265133.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -265163.906250 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -265163.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -265196.437500 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -265196.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -265231.937500 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -265231.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -265272.031250 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -265272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -265325.031250 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -265325 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -265390.468750 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -265390.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -265445.437500 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -265445.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -265488.437500 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -265488.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -265537.625000 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -265537.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -265584.437500 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -265584.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -265624.343750 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -265624.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265663.718750 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -265663.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265702.156250 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -265702.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -265729.531250 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -265729.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -265748.937500 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -265748.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -265767.125000 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -265767.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -265780.031250 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -265780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -265790.656250 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -265790.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -265800.875000 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -265800.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -265808.125000 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -265808.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -265811.843750 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -265811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -265814.500000 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -265814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -265819.687500 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -265819.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -265826.531250 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -265826.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -265836.906250 Penalty: 4005.334717
	Iteration 34Q: 3 clusters Score -265836.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -265845.156250 Penalty: 4005.334717
	Iteration 35Q: 3 clusters Score -265845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -265857.687500 Penalty: 4005.334717
	Iteration 36Q: 3 clusters Score -265857.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -265865.000000 Penalty: 4005.334717
	Iteration 37Q: 3 clusters Score -265865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -265873.562500 Penalty: 4005.334717
	Iteration 38Q: 3 clusters Score -265873.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -265884.031250 Penalty: 4005.334717
	Iteration 39Q: 3 clusters Score -265884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -265898.000000 Penalty: 4005.334717
	Iteration 40F: 3 clusters Score -265898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -265908.500000 Penalty: 4005.334717
	Iteration 41Q: 3 clusters Score -265908.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -265920.531250 Penalty: 4005.334717
	Iteration 42Q: 3 clusters Score -265920.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -265929.562500 Penalty: 4005.334717
	Iteration 43Q: 3 clusters Score -265929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -265939.500000 Penalty: 4005.334717
	Iteration 44Q: 3 clusters Score -265939.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265946.343750 Penalty: 4005.334717
	Iteration 45Q: 3 clusters Score -265946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -265951.125000 Penalty: 4005.334717
	Iteration 46Q: 3 clusters Score -265951.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265958.812500 Penalty: 4005.334717
	Iteration 47Q: 3 clusters Score -265958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -265967.125000 Penalty: 4005.334717
	Iteration 48Q: 3 clusters Score -265967.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -265972.718750 Penalty: 4005.334717
	Iteration 49Q: 3 clusters Score -265972.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -265983.343750 Penalty: 4005.334717
	Iteration 50Q: 3 clusters Score -265983.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -265991.906250 Penalty: 4005.334717
	Iteration 51Q: 3 clusters Score -265991.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -266002.687500 Penalty: 4005.334717
	Iteration 52Q: 3 clusters Score -266002.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266011.062500 Penalty: 4005.334717
	Iteration 53Q: 3 clusters Score -266011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -266018.156250 Penalty: 4005.334717
	Iteration 54Q: 3 clusters Score -266018.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -266032.781250 Penalty: 4005.334717
	Iteration 55Q: 3 clusters Score -266032.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -266051.156250 Penalty: 4005.334717
	Iteration 56Q: 3 clusters Score -266051.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -266065.281250 Penalty: 4005.334717
	Iteration 57Q: 3 clusters Score -266065.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -266074.781250 Penalty: 4005.334717
	Iteration 58Q: 3 clusters Score -266074.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -266081.218750 Penalty: 4005.334717
	Iteration 59Q: 3 clusters Score -266081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -266083.468750 Penalty: 4005.334717
	Iteration 60F: 3 clusters Score -266083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -266085.000000 Penalty: 4005.334717
	Iteration 61Q: 3 clusters Score -266085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -266085.031250 Penalty: 4005.334717
	Iteration 62Q: 3 clusters Score -266085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -266085.031250 Penalty: 4005.334717
	Iteration 63F: 3 clusters Score -266085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (16567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Entering Unmasked Estep 
Score: -1466696.500000 Penalty: 2409.361572
	Iteration 0F: 2 clusters Score -1466696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1454735.250000 Penalty: 4818.723145
	Iteration 0F: 3 clusters Score -1454735 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1458534.625000 Penalty: 4818.723145
	Iteration 1F: 3 clusters Score -1458535 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1458929.625000 Penalty: 4818.723145
	Iteration 2F: 3 clusters Score -1458930 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1459231.625000 Penalty: 4818.723145
	Iteration 3Q: 3 clusters Score -1459232 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1459517.875000 Penalty: 4818.723145
	Iteration 4Q: 3 clusters Score -1459518 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1459804.375000 Penalty: 4818.723145
	Iteration 5Q: 3 clusters Score -1459804 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1460080.875000 Penalty: 4818.723145
	Iteration 6Q: 3 clusters Score -1460081 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1460383.500000 Penalty: 4818.723145
	Iteration 7Q: 3 clusters Score -1460384 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1460764.750000 Penalty: 4818.723145
	Iteration 8Q: 3 clusters Score -1460765 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1461213.250000 Penalty: 4818.723145
	Iteration 9Q: 3 clusters Score -1461213 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1461730.125000 Penalty: 4818.723145
	Iteration 10Q: 3 clusters Score -1461730 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1462271.875000 Penalty: 4818.723145
	Iteration 11Q: 3 clusters Score -1462272 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1462786.000000 Penalty: 4818.723145
	Iteration 12Q: 3 clusters Score -1462786 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1463212.625000 Penalty: 4818.723145
	Iteration 13Q: 3 clusters Score -1463213 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1463588.500000 Penalty: 4818.723145
	Iteration 14Q: 3 clusters Score -1463588 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1463885.000000 Penalty: 4818.723145
	Iteration 15Q: 3 clusters Score -1463885 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1464125.625000 Penalty: 4818.723145
	Iteration 16Q: 3 clusters Score -1464126 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1464289.375000 Penalty: 4818.723145
	Iteration 17Q: 3 clusters Score -1464289 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1464388.875000 Penalty: 4818.723145
	Iteration 18Q: 3 clusters Score -1464389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1464458.625000 Penalty: 4818.723145
	Iteration 19Q: 3 clusters Score -1464459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1464513.875000 Penalty: 4818.723145
	Iteration 20F: 3 clusters Score -1464514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1464543.500000 Penalty: 4818.723145
	Iteration 21Q: 3 clusters Score -1464544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1464561.250000 Penalty: 4818.723145
	Iteration 22Q: 3 clusters Score -1464561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1464585.875000 Penalty: 4818.723145
	Iteration 23Q: 3 clusters Score -1464586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1464601.125000 Penalty: 4818.723145
	Iteration 24Q: 3 clusters Score -1464601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1464614.750000 Penalty: 4818.723145
	Iteration 25Q: 3 clusters Score -1464615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1464621.500000 Penalty: 4818.723145
	Iteration 26Q: 3 clusters Score -1464622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1464624.875000 Penalty: 4818.723145
	Iteration 27Q: 3 clusters Score -1464625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1464626.875000 Penalty: 4818.723145
	Iteration 28Q: 3 clusters Score -1464627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1464633.750000 Penalty: 4818.723145
	Iteration 29Q: 3 clusters Score -1464634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1464635.250000 Penalty: 4818.723145
	Iteration 30Q: 3 clusters Score -1464635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1464637.375000 Penalty: 4818.723145
	Iteration 31Q: 3 clusters Score -1464637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1464639.500000 Penalty: 4818.723145
	Iteration 32Q: 3 clusters Score -1464640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1464641.375000 Penalty: 4818.723145
	Iteration 33Q: 3 clusters Score -1464641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1464644.000000 Penalty: 4818.723145
	Iteration 34Q: 3 clusters Score -1464644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1464643.625000 Penalty: 4818.723145
	Iteration 35Q: 3 clusters Score -1464644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1464647.000000 Penalty: 4818.723145
	Iteration 36Q: 3 clusters Score -1464647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1464647.625000 Penalty: 4818.723145
	Iteration 37Q: 3 clusters Score -1464648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1464649.375000 Penalty: 4818.723145
	Iteration 38Q: 3 clusters Score -1464649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1464658.500000 Penalty: 4818.723145
	Iteration 39Q: 3 clusters Score -1464658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1464667.250000 Penalty: 4818.723145
	Iteration 40F: 3 clusters Score -1464667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1464673.875000 Penalty: 4818.723145
	Iteration 41Q: 3 clusters Score -1464674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1464676.250000 Penalty: 4818.723145
	Iteration 42Q: 3 clusters Score -1464676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1464678.250000 Penalty: 4818.723145
	Iteration 43Q: 3 clusters Score -1464678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1464684.000000 Penalty: 4818.723145
	Iteration 44Q: 3 clusters Score -1464684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1464690.750000 Penalty: 4818.723145
	Iteration 45Q: 3 clusters Score -1464691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1464694.375000 Penalty: 4818.723145
	Iteration 46Q: 3 clusters Score -1464694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1464698.000000 Penalty: 4818.723145
	Iteration 47Q: 3 clusters Score -1464698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1464701.750000 Penalty: 4818.723145
	Iteration 48Q: 3 clusters Score -1464702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1464709.500000 Penalty: 4818.723145
	Iteration 49Q: 3 clusters Score -1464710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1464710.500000 Penalty: 4818.723145
	Iteration 50Q: 3 clusters Score -1464710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1464716.750000 Penalty: 4818.723145
	Iteration 51Q: 3 clusters Score -1464717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1464720.125000 Penalty: 4818.723145
	Iteration 52Q: 3 clusters Score -1464720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1464722.750000 Penalty: 4818.723145
	Iteration 53Q: 3 clusters Score -1464723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1464726.375000 Penalty: 4818.723145
	Iteration 54Q: 3 clusters Score -1464726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1464725.500000 Penalty: 4818.723145
	Iteration 55Q: 3 clusters Score -1464726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1464727.375000 Penalty: 4818.723145
	Iteration 56Q: 3 clusters Score -1464727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1464731.375000 Penalty: 4818.723145
	Iteration 57Q: 3 clusters Score -1464731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1464731.375000 Penalty: 4818.723145
	Iteration 58F: 3 clusters Score -1464731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Entering Unmasked Estep 
Score: -1717668.000000 Penalty: 2447.717285
	Iteration 0F: 2 clusters Score -1717668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1703995.125000 Penalty: 4895.434570
	Iteration 0F: 3 clusters Score -1703995 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1708468.500000 Penalty: 4895.434570
	Iteration 1F: 3 clusters Score -1708468 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1708824.875000 Penalty: 4895.434570
	Iteration 2F: 3 clusters Score -1708825 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1709105.125000 Penalty: 4895.434570
	Iteration 3Q: 3 clusters Score -1709105 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1709354.875000 Penalty: 4895.434570
	Iteration 4Q: 3 clusters Score -1709355 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1709573.625000 Penalty: 4895.434570
	Iteration 5Q: 3 clusters Score -1709574 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1709781.625000 Penalty: 4895.434570
	Iteration 6Q: 3 clusters Score -1709782 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1709992.250000 Penalty: 4895.434570
	Iteration 7Q: 3 clusters Score -1709992 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1710220.750000 Penalty: 4895.434570
	Iteration 8Q: 3 clusters Score -1710221 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1710477.125000 Penalty: 4895.434570
	Iteration 9Q: 3 clusters Score -1710477 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1710773.125000 Penalty: 4895.434570
	Iteration 10Q: 3 clusters Score -1710773 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1711158.625000 Penalty: 4895.434570
	Iteration 11Q: 3 clusters Score -1711159 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1711653.500000 Penalty: 4895.434570
	Iteration 12Q: 3 clusters Score -1711654 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1712273.625000 Penalty: 4895.434570
	Iteration 13Q: 3 clusters Score -1712274 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1712970.125000 Penalty: 4895.434570
	Iteration 14Q: 3 clusters Score -1712970 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1713641.750000 Penalty: 4895.434570
	Iteration 15Q: 3 clusters Score -1713642 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1714184.875000 Penalty: 4895.434570
	Iteration 16Q: 3 clusters Score -1714185 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1714608.875000 Penalty: 4895.434570
	Iteration 17Q: 3 clusters Score -1714609 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1714921.875000 Penalty: 4895.434570
	Iteration 18Q: 3 clusters Score -1714922 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1715199.500000 Penalty: 4895.434570
	Iteration 19Q: 3 clusters Score -1715200 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1715381.500000 Penalty: 4895.434570
	Iteration 20F: 3 clusters Score -1715382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1715488.750000 Penalty: 4895.434570
	Iteration 21Q: 3 clusters Score -1715489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1715543.625000 Penalty: 4895.434570
	Iteration 22Q: 3 clusters Score -1715544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1715587.000000 Penalty: 4895.434570
	Iteration 23Q: 3 clusters Score -1715587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1715609.125000 Penalty: 4895.434570
	Iteration 24Q: 3 clusters Score -1715609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1715620.750000 Penalty: 4895.434570
	Iteration 25Q: 3 clusters Score -1715621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1715629.875000 Penalty: 4895.434570
	Iteration 26Q: 3 clusters Score -1715630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1715637.125000 Penalty: 4895.434570
	Iteration 27Q: 3 clusters Score -1715637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1715637.750000 Penalty: 4895.434570
	Iteration 28Q: 3 clusters Score -1715638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1715640.250000 Penalty: 4895.434570
	Iteration 29Q: 3 clusters Score -1715640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1715646.750000 Penalty: 4895.434570
	Iteration 30Q: 3 clusters Score -1715647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1715645.250000 Penalty: 4895.434570
	Iteration 31Q: 3 clusters Score -1715645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1715652.625000 Penalty: 4895.434570
	Iteration 32Q: 3 clusters Score -1715653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1715653.500000 Penalty: 4895.434570
	Iteration 33Q: 3 clusters Score -1715654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1715653.500000 Penalty: 4895.434570
	Iteration 34Q: 3 clusters Score -1715654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1715653.500000 Penalty: 4895.434570
	Iteration 35F: 3 clusters Score -1715654 nChanged 0
21->37 Clusters: Score -113011984.000000, best is -113007720.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1330747 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 63250 members 
Mstep: Class 3 contains 62907 members 
Mstep: Class 4 contains 63434 members 
Mstep: Class 5 contains 63114 members 
Mstep: Class 6 contains 63491 members 
Mstep: Class 7 contains 63528 members 
Mstep: Class 8 contains 63226 members 
Mstep: Class 9 contains 63492 members 
Mstep: Class 10 contains 63454 members 
Mstep: Class 11 contains 63398 members 
Mstep: Class 12 contains 63005 members 
Mstep: Class 13 contains 63619 members 
Mstep: Class 14 contains 63400 members 
Mstep: Class 15 contains 63469 members 
Mstep: Class 16 contains 63005 members 
Mstep: Class 17 contains 63435 members 
Mstep: Class 18 contains 63144 members 
Mstep: Class 19 contains 63859 members 
Mstep: Class 20 contains 63485 members 
Mstep: Class 21 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1429.641357 but Gain 3497.109375
Score: -105369784.000000 Penalty: 69942.203125
Iteration 0F: 21 clusters Score -1.053698e+08 nChanged 1259083
Entering Unmasked Mstep 
Mstep: Class 0 contains 928 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 91262 members 
Mstep: Class 3 contains 48385 members 
Mstep: Class 4 contains 44972 members 
Mstep: Class 5 contains 39761 members 
Mstep: Class 6 contains 67470 members 
Mstep: Class 7 contains 48431 members 
Mstep: Class 8 contains 42175 members 
Mstep: Class 9 contains 87556 members 
Mstep: Class 10 contains 45118 members 
Mstep: Class 11 contains 62958 members 
Mstep: Class 13 contains 79170 members 
Mstep: Class 14 contains 52817 members 
Mstep: Class 15 contains 83385 members 
Mstep: Class 16 contains 123226 members 
Mstep: Class 17 contains 54593 members 
Mstep: Class 18 contains 61112 members 
Mstep: Class 19 contains 60963 members 
Mstep: Class 20 contains 78439 members 
Mstep: Class 21 contains 67856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109576840.000000 Penalty: 69942.203125
Iteration 1F: 21 clusters Score -1.095768e+08 nChanged 532662
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 157403 members 
Mstep: Class 2 contains 94696 members 
Mstep: Class 3 contains 35465 members 
Mstep: Class 4 contains 34261 members 
Mstep: Class 5 contains 37322 members 
Mstep: Class 6 contains 68305 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 37270 members 
Mstep: Class 9 contains 167997 members 
Mstep: Class 10 contains 25360 members 
Mstep: Class 11 contains 71766 members 
Mstep: Class 13 contains 68394 members 
Mstep: Class 14 contains 55059 members 
Mstep: Class 15 contains 78610 members 
Mstep: Class 16 contains 93888 members 
Mstep: Class 17 contains 52735 members 
Mstep: Class 18 contains 49416 members 
Mstep: Class 19 contains 51041 members 
Mstep: Class 20 contains 67932 members 
Mstep: Class 21 contains 39619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110835168.000000 Penalty: 69942.203125
Iteration 2F: 21 clusters Score -1.108352e+08 nChanged 398875
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 228905 members 
Mstep: Class 2 contains 76353 members 
Mstep: Class 3 contains 24443 members 
Mstep: Class 4 contains 24199 members 
Mstep: Class 5 contains 52413 members 
Mstep: Class 6 contains 58195 members 
Mstep: Class 7 contains 44596 members 
Mstep: Class 8 contains 28094 members 
Mstep: Class 9 contains 238577 members 
Mstep: Class 10 contains 11567 members 
Mstep: Class 11 contains 93251 members 
Mstep: Class 13 contains 46341 members 
Mstep: Class 14 contains 53787 members 
Mstep: Class 15 contains 69241 members 
Mstep: Class 16 contains 78014 members 
Mstep: Class 17 contains 50933 members 
Mstep: Class 18 contains 33658 members 
Mstep: Class 19 contains 36116 members 
Mstep: Class 20 contains 60361 members 
Mstep: Class 21 contains 21655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111418544.000000 Penalty: 69942.203125
Iteration 3F: 21 clusters Score -1.114185e+08 nChanged 265938
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 281322 members 
Mstep: Class 2 contains 58314 members 
Mstep: Class 3 contains 17111 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 64412 members 
Mstep: Class 6 contains 52427 members 
Mstep: Class 7 contains 38568 members 
Mstep: Class 8 contains 21534 members 
Mstep: Class 9 contains 291427 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 109170 members 
Mstep: Class 13 contains 31962 members 
Mstep: Class 14 contains 47916 members 
Mstep: Class 15 contains 57427 members 
Mstep: Class 16 contains 71325 members 
Mstep: Class 17 contains 50584 members 
Mstep: Class 18 contains 22657 members 
Mstep: Class 19 contains 28141 members 
Mstep: Class 20 contains 52766 members 
Mstep: Class 21 contains 13596 members 
Entering Unmasked Estep 
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Iteration 4F: 21 clusters Score -1.117541e+08 nChanged 179210
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 314299 members 
Mstep: Class 2 contains 50640 members 
Mstep: Class 3 contains 11957 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 69190 members 
Mstep: Class 6 contains 50526 members 
Mstep: Class 7 contains 30164 members 
Mstep: Class 8 contains 15392 members 
Mstep: Class 9 contains 325843 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 115376 members 
Mstep: Class 13 contains 21789 members 
Mstep: Class 14 contains 41975 members 
Mstep: Class 15 contains 49887 members 
Mstep: Class 16 contains 66614 members 
Mstep: Class 17 contains 51729 members 
Mstep: Class 18 contains 17489 members 
Mstep: Class 19 contains 25944 members 
Mstep: Class 20 contains 46534 members 
Mstep: Class 21 contains 10336 members 
Entering Unmasked Estep 
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Iteration 5F: 21 clusters Score -1.119629e+08 nChanged 131109
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 333289 members 
Mstep: Class 2 contains 49340 members 
Mstep: Class 3 contains 8833 members 
Mstep: Class 4 contains 8618 members 
Mstep: Class 5 contains 70299 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 23949 members 
Mstep: Class 8 contains 11136 members 
Mstep: Class 9 contains 346049 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 116337 members 
Mstep: Class 13 contains 14320 members 
Mstep: Class 14 contains 36768 members 
Mstep: Class 15 contains 49759 members 
Mstep: Class 16 contains 61401 members 
Mstep: Class 17 contains 52501 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 27476 members 
Mstep: Class 20 contains 42448 members 
Mstep: Class 21 contains 10348 members 
Entering Unmasked Estep 
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Iteration 6F: 21 clusters Score -1.12091e+08 nChanged 106769
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 344506 members 
Mstep: Class 2 contains 50211 members 
Mstep: Class 3 contains 7350 members 
Mstep: Class 4 contains 8409 members 
Mstep: Class 5 contains 69627 members 
Mstep: Class 6 contains 41996 members 
Mstep: Class 7 contains 20528 members 
Mstep: Class 8 contains 9051 members 
Mstep: Class 9 contains 356882 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 115320 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 14 contains 31785 members 
Mstep: Class 15 contains 53572 members 
Mstep: Class 16 contains 56653 members 
Mstep: Class 17 contains 51685 members 
Mstep: Class 18 contains 13933 members 
Mstep: Class 19 contains 30358 members 
Mstep: Class 20 contains 40025 members 
Mstep: Class 21 contains 12725 members 
Entering Unmasked Estep 
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Iteration 7F: 21 clusters Score -1.121817e+08 nChanged 93921
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 351922 members 
Mstep: Class 2 contains 51012 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 8342 members 
Mstep: Class 5 contains 68151 members 
Mstep: Class 6 contains 39095 members 
Mstep: Class 7 contains 18642 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 360374 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 113811 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 28246 members 
Mstep: Class 15 contains 59611 members 
Mstep: Class 16 contains 52906 members 
Mstep: Class 17 contains 49904 members 
Mstep: Class 18 contains 13094 members 
Mstep: Class 19 contains 32852 members 
Mstep: Class 20 contains 38346 members 
Mstep: Class 21 contains 14834 members 
Entering Unmasked Estep 
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Iteration 8F: 21 clusters Score -1.122549e+08 nChanged 87247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 356997 members 
Mstep: Class 2 contains 51527 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 66347 members 
Mstep: Class 6 contains 39059 members 
Mstep: Class 7 contains 17454 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 358200 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 112300 members 
Mstep: Class 13 contains 5516 members 
Mstep: Class 14 contains 25713 members 
Mstep: Class 15 contains 67611 members 
Mstep: Class 16 contains 50017 members 
Mstep: Class 17 contains 47774 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 34651 members 
Mstep: Class 20 contains 37243 members 
Mstep: Class 21 contains 15985 members 
Entering Unmasked Estep 
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Iteration 9F: 21 clusters Score -1.123151e+08 nChanged 79916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 359816 members 
Mstep: Class 2 contains 51741 members 
Mstep: Class 3 contains 8193 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 39989 members 
Mstep: Class 7 contains 16667 members 
Mstep: Class 8 contains 8578 members 
Mstep: Class 9 contains 353268 members 
Mstep: Class 10 contains 9378 members 
Mstep: Class 11 contains 110898 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 23799 members 
Mstep: Class 15 contains 77257 members 
Mstep: Class 16 contains 47902 members 
Mstep: Class 17 contains 45489 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 35607 members 
Mstep: Class 20 contains 36581 members 
Mstep: Class 21 contains 16564 members 
Entering Unmasked Estep 
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Iteration 10F: 21 clusters Score -1.123634e+08 nChanged 68219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 360023 members 
Mstep: Class 2 contains 51595 members 
Mstep: Class 3 contains 9588 members 
Mstep: Class 4 contains 7917 members 
Mstep: Class 5 contains 63189 members 
Mstep: Class 6 contains 40666 members 
Mstep: Class 7 contains 16232 members 
Mstep: Class 8 contains 9172 members 
Mstep: Class 9 contains 347684 members 
Mstep: Class 10 contains 10112 members 
Mstep: Class 11 contains 109800 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 22315 members 
Mstep: Class 15 contains 87946 members 
Mstep: Class 16 contains 46059 members 
Mstep: Class 17 contains 43487 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 36110 members 
Mstep: Class 20 contains 36192 members 
Mstep: Class 21 contains 16932 members 
Entering Unmasked Estep 
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Iteration 11F: 21 clusters Score -1.123985e+08 nChanged 54463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 357577 members 
Mstep: Class 2 contains 51273 members 
Mstep: Class 3 contains 11158 members 
Mstep: Class 4 contains 7782 members 
Mstep: Class 5 contains 61966 members 
Mstep: Class 6 contains 41171 members 
Mstep: Class 7 contains 16161 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 342703 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 108959 members 
Mstep: Class 13 contains 4585 members 
Mstep: Class 14 contains 21098 members 
Mstep: Class 15 contains 98928 members 
Mstep: Class 16 contains 44280 members 
Mstep: Class 17 contains 41904 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 36257 members 
Mstep: Class 20 contains 35991 members 
Mstep: Class 21 contains 17215 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -1.124214e+08 nChanged 43510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 353607 members 
Mstep: Class 2 contains 50899 members 
Mstep: Class 3 contains 12639 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 60920 members 
Mstep: Class 6 contains 41555 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 338335 members 
Mstep: Class 10 contains 11325 members 
Mstep: Class 11 contains 108271 members 
Mstep: Class 13 contains 4884 members 
Mstep: Class 14 contains 20137 members 
Mstep: Class 15 contains 109706 members 
Mstep: Class 16 contains 42400 members 
Mstep: Class 17 contains 40617 members 
Mstep: Class 18 contains 11076 members 
Mstep: Class 19 contains 36315 members 
Mstep: Class 20 contains 35947 members 
Mstep: Class 21 contains 17487 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.124391e+08 nChanged 37429
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 348729 members 
Mstep: Class 2 contains 50475 members 
Mstep: Class 3 contains 13787 members 
Mstep: Class 4 contains 7687 members 
Mstep: Class 5 contains 60068 members 
Mstep: Class 6 contains 41771 members 
Mstep: Class 7 contains 16967 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 334294 members 
Mstep: Class 10 contains 11857 members 
Mstep: Class 11 contains 107723 members 
Mstep: Class 13 contains 5336 members 
Mstep: Class 14 contains 19469 members 
Mstep: Class 15 contains 120334 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 39632 members 
Mstep: Class 18 contains 11047 members 
Mstep: Class 19 contains 36290 members 
Mstep: Class 20 contains 35968 members 
Mstep: Class 21 contains 17873 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.124542e+08 nChanged 34802
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 343384 members 
Mstep: Class 2 contains 49964 members 
Mstep: Class 3 contains 14701 members 
Mstep: Class 4 contains 7682 members 
Mstep: Class 5 contains 59338 members 
Mstep: Class 6 contains 41941 members 
Mstep: Class 7 contains 17625 members 
Mstep: Class 8 contains 11225 members 
Mstep: Class 9 contains 330151 members 
Mstep: Class 10 contains 12404 members 
Mstep: Class 11 contains 107200 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 18898 members 
Mstep: Class 15 contains 131078 members 
Mstep: Class 16 contains 38778 members 
Mstep: Class 17 contains 38945 members 
Mstep: Class 18 contains 11010 members 
Mstep: Class 19 contains 36252 members 
Mstep: Class 20 contains 35945 members 
Mstep: Class 21 contains 18261 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.124697e+08 nChanged 34352
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 337920 members 
Mstep: Class 2 contains 49464 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 7935 members 
Mstep: Class 5 contains 58663 members 
Mstep: Class 6 contains 42057 members 
Mstep: Class 7 contains 18408 members 
Mstep: Class 8 contains 11667 members 
Mstep: Class 9 contains 325628 members 
Mstep: Class 10 contains 12940 members 
Mstep: Class 11 contains 106668 members 
Mstep: Class 13 contains 6641 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 142040 members 
Mstep: Class 16 contains 36802 members 
Mstep: Class 17 contains 38375 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 36218 members 
Mstep: Class 20 contains 35913 members 
Mstep: Class 21 contains 18706 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.124855e+08 nChanged 35193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 332692 members 
Mstep: Class 2 contains 48992 members 
Mstep: Class 3 contains 15965 members 
Mstep: Class 4 contains 8532 members 
Mstep: Class 5 contains 58091 members 
Mstep: Class 6 contains 42135 members 
Mstep: Class 7 contains 19166 members 
Mstep: Class 8 contains 12261 members 
Mstep: Class 9 contains 320204 members 
Mstep: Class 10 contains 13465 members 
Mstep: Class 11 contains 106089 members 
Mstep: Class 13 contains 7341 members 
Mstep: Class 14 contains 17914 members 
Mstep: Class 15 contains 153475 members 
Mstep: Class 16 contains 34507 members 
Mstep: Class 17 contains 37962 members 
Mstep: Class 18 contains 10593 members 
Mstep: Class 19 contains 36208 members 
Mstep: Class 20 contains 35891 members 
Mstep: Class 21 contains 19248 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.125024e+08 nChanged 35993
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328030 members 
Mstep: Class 2 contains 48768 members 
Mstep: Class 3 contains 16262 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 57579 members 
Mstep: Class 6 contains 42091 members 
Mstep: Class 7 contains 19950 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 9 contains 313403 members 
Mstep: Class 10 contains 14010 members 
Mstep: Class 11 contains 105586 members 
Mstep: Class 13 contains 8029 members 
Mstep: Class 14 contains 17419 members 
Mstep: Class 15 contains 165663 members 
Mstep: Class 16 contains 32418 members 
Mstep: Class 17 contains 37640 members 
Mstep: Class 18 contains 10153 members 
Mstep: Class 19 contains 36218 members 
Mstep: Class 20 contains 35853 members 
Mstep: Class 21 contains 19863 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.125206e+08 nChanged 36564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 324040 members 
Mstep: Class 2 contains 48851 members 
Mstep: Class 3 contains 16516 members 
Mstep: Class 4 contains 9324 members 
Mstep: Class 5 contains 57206 members 
Mstep: Class 6 contains 42010 members 
Mstep: Class 7 contains 20674 members 
Mstep: Class 8 contains 13267 members 
Mstep: Class 9 contains 304857 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 105114 members 
Mstep: Class 13 contains 8637 members 
Mstep: Class 14 contains 16906 members 
Mstep: Class 15 contains 178817 members 
Mstep: Class 16 contains 30515 members 
Mstep: Class 17 contains 37422 members 
Mstep: Class 18 contains 9601 members 
Mstep: Class 19 contains 36251 members 
Mstep: Class 20 contains 35787 members 
Mstep: Class 21 contains 20384 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.125394e+08 nChanged 37009
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 321111 members 
Mstep: Class 2 contains 49155 members 
Mstep: Class 3 contains 16702 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 56951 members 
Mstep: Class 6 contains 41949 members 
Mstep: Class 7 contains 21309 members 
Mstep: Class 8 contains 13640 members 
Mstep: Class 9 contains 294039 members 
Mstep: Class 10 contains 15061 members 
Mstep: Class 11 contains 104739 members 
Mstep: Class 13 contains 9086 members 
Mstep: Class 14 contains 16381 members 
Mstep: Class 15 contains 193145 members 
Mstep: Class 16 contains 28879 members 
Mstep: Class 17 contains 37245 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 36289 members 
Mstep: Class 20 contains 35707 members 
Mstep: Class 21 contains 20782 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.125619e+08 nChanged 38312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 319300 members 
Mstep: Class 2 contains 49538 members 
Mstep: Class 3 contains 16919 members 
Mstep: Class 4 contains 9706 members 
Mstep: Class 5 contains 56752 members 
Mstep: Class 6 contains 41891 members 
Mstep: Class 7 contains 21824 members 
Mstep: Class 8 contains 14072 members 
Mstep: Class 9 contains 280603 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 104451 members 
Mstep: Class 13 contains 9652 members 
Mstep: Class 14 contains 15705 members 
Mstep: Class 15 contains 209001 members 
Mstep: Class 16 contains 27190 members 
Mstep: Class 17 contains 37059 members 
Mstep: Class 18 contains 8367 members 
Mstep: Class 19 contains 36355 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 21064 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.125846e+08 nChanged 39669
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 318553 members 
Mstep: Class 2 contains 49949 members 
Mstep: Class 3 contains 17131 members 
Mstep: Class 4 contains 9828 members 
Mstep: Class 5 contains 56620 members 
Mstep: Class 6 contains 41967 members 
Mstep: Class 7 contains 22266 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 264839 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 104123 members 
Mstep: Class 13 contains 10128 members 
Mstep: Class 14 contains 15021 members 
Mstep: Class 15 contains 226230 members 
Mstep: Class 16 contains 25566 members 
Mstep: Class 17 contains 36924 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 19 contains 36444 members 
Mstep: Class 20 contains 35549 members 
Mstep: Class 21 contains 21230 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.126105e+08 nChanged 40807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 318527 members 
Mstep: Class 2 contains 50354 members 
Mstep: Class 3 contains 17316 members 
Mstep: Class 4 contains 9941 members 
Mstep: Class 5 contains 56493 members 
Mstep: Class 6 contains 42178 members 
Mstep: Class 7 contains 22640 members 
Mstep: Class 8 contains 14653 members 
Mstep: Class 9 contains 247046 members 
Mstep: Class 10 contains 16519 members 
Mstep: Class 11 contains 103751 members 
Mstep: Class 13 contains 10593 members 
Mstep: Class 14 contains 14482 members 
Mstep: Class 15 contains 244804 members 
Mstep: Class 16 contains 24120 members 
Mstep: Class 17 contains 36813 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 36568 members 
Mstep: Class 20 contains 35481 members 
Mstep: Class 21 contains 21245 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.126388e+08 nChanged 42406
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 319674 members 
Mstep: Class 2 contains 50786 members 
Mstep: Class 3 contains 17475 members 
Mstep: Class 4 contains 10041 members 
Mstep: Class 5 contains 56359 members 
Mstep: Class 6 contains 42480 members 
Mstep: Class 7 contains 22938 members 
Mstep: Class 8 contains 14895 members 
Mstep: Class 9 contains 227383 members 
Mstep: Class 10 contains 16283 members 
Mstep: Class 11 contains 103208 members 
Mstep: Class 13 contains 10965 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 264411 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 36644 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 36733 members 
Mstep: Class 20 contains 35416 members 
Mstep: Class 21 contains 21153 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.126709e+08 nChanged 42077
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 322698 members 
Mstep: Class 2 contains 51224 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 56209 members 
Mstep: Class 6 contains 42774 members 
Mstep: Class 7 contains 23241 members 
Mstep: Class 8 contains 15046 members 
Mstep: Class 9 contains 206268 members 
Mstep: Class 10 contains 16439 members 
Mstep: Class 11 contains 102465 members 
Mstep: Class 13 contains 11187 members 
Mstep: Class 14 contains 14113 members 
Mstep: Class 15 contains 283888 members 
Mstep: Class 16 contains 21739 members 
Mstep: Class 17 contains 36425 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 36886 members 
Mstep: Class 20 contains 35376 members 
Mstep: Class 21 contains 21005 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.126983e+08 nChanged 39969
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 328101 members 
Mstep: Class 2 contains 51611 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 56086 members 
Mstep: Class 6 contains 42910 members 
Mstep: Class 7 contains 23523 members 
Mstep: Class 8 contains 15135 members 
Mstep: Class 9 contains 184112 members 
Mstep: Class 10 contains 16783 members 
Mstep: Class 11 contains 101679 members 
Mstep: Class 13 contains 11303 members 
Mstep: Class 14 contains 13586 members 
Mstep: Class 15 contains 302482 members 
Mstep: Class 16 contains 20758 members 
Mstep: Class 17 contains 36071 members 
Mstep: Class 18 contains 5511 members 
Mstep: Class 19 contains 37045 members 
Mstep: Class 20 contains 35319 members 
Mstep: Class 21 contains 20821 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.127192e+08 nChanged 36521
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 335550 members 
Mstep: Class 2 contains 51947 members 
Mstep: Class 3 contains 17635 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 5 contains 55965 members 
Mstep: Class 6 contains 42876 members 
Mstep: Class 7 contains 23805 members 
Mstep: Class 8 contains 15203 members 
Mstep: Class 9 contains 161580 members 
Mstep: Class 10 contains 17066 members 
Mstep: Class 11 contains 101027 members 
Mstep: Class 13 contains 11285 members 
Mstep: Class 14 contains 13124 members 
Mstep: Class 15 contains 319551 members 
Mstep: Class 16 contains 19939 members 
Mstep: Class 17 contains 35709 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 37213 members 
Mstep: Class 20 contains 35265 members 
Mstep: Class 21 contains 20572 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.127376e+08 nChanged 34004
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 344600 members 
Mstep: Class 2 contains 52251 members 
Mstep: Class 3 contains 17646 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 55907 members 
Mstep: Class 6 contains 42721 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 15226 members 
Mstep: Class 9 contains 138541 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 100661 members 
Mstep: Class 13 contains 11133 members 
Mstep: Class 14 contains 12743 members 
Mstep: Class 15 contains 335467 members 
Mstep: Class 16 contains 19244 members 
Mstep: Class 17 contains 35349 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 37365 members 
Mstep: Class 20 contains 35226 members 
Mstep: Class 21 contains 20265 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.127546e+08 nChanged 32790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 354095 members 
Mstep: Class 2 contains 52490 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 55849 members 
Mstep: Class 6 contains 42441 members 
Mstep: Class 7 contains 24484 members 
Mstep: Class 8 contains 15248 members 
Mstep: Class 9 contains 115002 members 
Mstep: Class 10 contains 17210 members 
Mstep: Class 11 contains 100454 members 
Mstep: Class 13 contains 10895 members 
Mstep: Class 14 contains 12440 members 
Mstep: Class 15 contains 351408 members 
Mstep: Class 16 contains 18688 members 
Mstep: Class 17 contains 35016 members 
Mstep: Class 18 contains 4148 members 
Mstep: Class 19 contains 37534 members 
Mstep: Class 20 contains 35180 members 
Mstep: Class 21 contains 19883 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.127734e+08 nChanged 32170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 363470 members 
Mstep: Class 2 contains 52631 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 10702 members 
Mstep: Class 5 contains 55791 members 
Mstep: Class 6 contains 42018 members 
Mstep: Class 7 contains 24708 members 
Mstep: Class 8 contains 15260 members 
Mstep: Class 9 contains 91355 members 
Mstep: Class 10 contains 17134 members 
Mstep: Class 11 contains 100428 members 
Mstep: Class 13 contains 10498 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 367686 members 
Mstep: Class 16 contains 18289 members 
Mstep: Class 17 contains 34780 members 
Mstep: Class 18 contains 3789 members 
Mstep: Class 19 contains 37725 members 
Mstep: Class 20 contains 35150 members 
Mstep: Class 21 contains 19526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112791656.000000 Penalty: 69942.203125
Iteration 30Q: 21 clusters Score -1.127917e+08 nChanged 30829
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 372339 members 
Mstep: Class 2 contains 52762 members 
Mstep: Class 3 contains 17629 members 
Mstep: Class 4 contains 10772 members 
Mstep: Class 5 contains 55736 members 
Mstep: Class 6 contains 41458 members 
Mstep: Class 7 contains 24815 members 
Mstep: Class 8 contains 15238 members 
Mstep: Class 9 contains 68416 members 
Mstep: Class 10 contains 17023 members 
Mstep: Class 11 contains 100509 members 
Mstep: Class 13 contains 10060 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 383622 members 
Mstep: Class 16 contains 18071 members 
Mstep: Class 17 contains 34613 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 19 contains 37881 members 
Mstep: Class 20 contains 35156 members 
Mstep: Class 21 contains 19205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112811336.000000 Penalty: 69942.203125
Iteration 31Q: 21 clusters Score -1.128113e+08 nChanged 27334
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 380052 members 
Mstep: Class 2 contains 52865 members 
Mstep: Class 3 contains 17661 members 
Mstep: Class 4 contains 10817 members 
Mstep: Class 5 contains 55701 members 
Mstep: Class 6 contains 40771 members 
Mstep: Class 7 contains 24795 members 
Mstep: Class 8 contains 15236 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 10 contains 16840 members 
Mstep: Class 11 contains 100662 members 
Mstep: Class 13 contains 9626 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 397350 members 
Mstep: Class 16 contains 17964 members 
Mstep: Class 17 contains 34503 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 38070 members 
Mstep: Class 20 contains 35199 members 
Mstep: Class 21 contains 18941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112829328.000000 Penalty: 69942.203125
Iteration 32Q: 21 clusters Score -1.128293e+08 nChanged 21325
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 386091 members 
Mstep: Class 2 contains 52921 members 
Mstep: Class 3 contains 17655 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 55679 members 
Mstep: Class 6 contains 39893 members 
Mstep: Class 7 contains 24519 members 
Mstep: Class 8 contains 15243 members 
Mstep: Class 9 contains 35165 members 
Mstep: Class 10 contains 16627 members 
Mstep: Class 11 contains 100889 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 11618 members 
Mstep: Class 15 contains 406785 members 
Mstep: Class 16 contains 17921 members 
Mstep: Class 17 contains 34478 members 
Mstep: Class 18 contains 2920 members 
Mstep: Class 19 contains 38202 members 
Mstep: Class 20 contains 35272 members 
Mstep: Class 21 contains 18696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112844048.000000 Penalty: 69942.203125
Iteration 33Q: 21 clusters Score -1.12844e+08 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 390237 members 
Mstep: Class 2 contains 52959 members 
Mstep: Class 3 contains 17624 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 55662 members 
Mstep: Class 6 contains 38882 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 15304 members 
Mstep: Class 9 contains 28235 members 
Mstep: Class 10 contains 16386 members 
Mstep: Class 11 contains 101112 members 
Mstep: Class 13 contains 9093 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 411675 members 
Mstep: Class 16 contains 17911 members 
Mstep: Class 17 contains 34478 members 
Mstep: Class 18 contains 2714 members 
Mstep: Class 19 contains 38263 members 
Mstep: Class 20 contains 35322 members 
Mstep: Class 21 contains 18386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112853488.000000 Penalty: 69942.203125
Iteration 34Q: 21 clusters Score -1.128535e+08 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 392870 members 
Mstep: Class 2 contains 53036 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 55651 members 
Mstep: Class 6 contains 37883 members 
Mstep: Class 7 contains 23819 members 
Mstep: Class 8 contains 15368 members 
Mstep: Class 9 contains 25418 members 
Mstep: Class 10 contains 16126 members 
Mstep: Class 11 contains 101297 members 
Mstep: Class 13 contains 8932 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 414058 members 
Mstep: Class 16 contains 17899 members 
Mstep: Class 17 contains 34484 members 
Mstep: Class 18 contains 2508 members 
Mstep: Class 19 contains 38224 members 
Mstep: Class 20 contains 35349 members 
Mstep: Class 21 contains 18085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112858552.000000 Penalty: 69942.203125
Iteration 35Q: 21 clusters Score -1.128586e+08 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 394889 members 
Mstep: Class 2 contains 53092 members 
Mstep: Class 3 contains 17458 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 55578 members 
Mstep: Class 6 contains 36988 members 
Mstep: Class 7 contains 23537 members 
Mstep: Class 8 contains 15454 members 
Mstep: Class 9 contains 23990 members 
Mstep: Class 10 contains 15909 members 
Mstep: Class 11 contains 101432 members 
Mstep: Class 13 contains 8802 members 
Mstep: Class 14 contains 11165 members 
Mstep: Class 15 contains 415530 members 
Mstep: Class 16 contains 17911 members 
Mstep: Class 17 contains 34503 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 38113 members 
Mstep: Class 20 contains 35370 members 
Mstep: Class 21 contains 17802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112861592.000000 Penalty: 69942.203125
Iteration 36Q: 21 clusters Score -1.128616e+08 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 396506 members 
Mstep: Class 2 contains 53180 members 
Mstep: Class 3 contains 17336 members 
Mstep: Class 4 contains 10843 members 
Mstep: Class 5 contains 55488 members 
Mstep: Class 6 contains 36273 members 
Mstep: Class 7 contains 23289 members 
Mstep: Class 8 contains 15561 members 
Mstep: Class 9 contains 23014 members 
Mstep: Class 10 contains 15710 members 
Mstep: Class 11 contains 101512 members 
Mstep: Class 13 contains 8714 members 
Mstep: Class 14 contains 11033 members 
Mstep: Class 15 contains 416586 members 
Mstep: Class 16 contains 17950 members 
Mstep: Class 17 contains 34527 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 38040 members 
Mstep: Class 20 contains 35363 members 
Mstep: Class 21 contains 17597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112863936.000000 Penalty: 69942.203125
Iteration 37Q: 21 clusters Score -1.128639e+08 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 397814 members 
Mstep: Class 2 contains 53260 members 
Mstep: Class 3 contains 17215 members 
Mstep: Class 4 contains 10836 members 
Mstep: Class 5 contains 55376 members 
Mstep: Class 6 contains 35647 members 
Mstep: Class 7 contains 23081 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 22289 members 
Mstep: Class 10 contains 15528 members 
Mstep: Class 11 contains 101554 members 
Mstep: Class 13 contains 8682 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 417502 members 
Mstep: Class 16 contains 18001 members 
Mstep: Class 17 contains 34533 members 
Mstep: Class 18 contains 2075 members 
Mstep: Class 19 contains 37947 members 
Mstep: Class 20 contains 35343 members 
Mstep: Class 21 contains 17419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112865912.000000 Penalty: 69942.203125
Iteration 38Q: 21 clusters Score -1.128659e+08 nChanged 4694
Entering ConstructFrom: 
Score: -112865912.000000 Penalty: 69942.203125
Entering ConstructFrom: 
Trying to split cluster 1 (398832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398832 members 
Entering Unmasked Estep 
Score: -35274528.000000 Penalty: 3198.281250
	Iteration 0F: 2 clusters Score -3.527453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199005 members 
Mstep: Class 2 contains 199827 members 
Entering Unmasked Estep 
Score: -35006468.000000 Penalty: 6396.562500
	Iteration 0F: 3 clusters Score -3.500647e+07 nChanged 194100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190583 members 
Mstep: Class 2 contains 208249 members 
Entering Unmasked Estep 
Score: -35121568.000000 Penalty: 6396.562500
	Iteration 1F: 3 clusters Score -3.512157e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184900 members 
Mstep: Class 2 contains 213932 members 
Entering Unmasked Estep 
Score: -35123684.000000 Penalty: 6396.562500
	Iteration 2Q: 3 clusters Score -3.512368e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 223091 members 
Entering Unmasked Estep 
Score: -35127080.000000 Penalty: 6396.562500
	Iteration 3Q: 3 clusters Score -3.512708e+07 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161371 members 
Mstep: Class 2 contains 237461 members 
Entering Unmasked Estep 
Score: -35133012.000000 Penalty: 6396.562500
	Iteration 4Q: 3 clusters Score -3.513301e+07 nChanged 23057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139240 members 
Mstep: Class 2 contains 259592 members 
Entering Unmasked Estep 
Score: -35145292.000000 Penalty: 6396.562500
	Iteration 5F: 3 clusters Score -3.514529e+07 nChanged 32354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 291480 members 
Entering Unmasked Estep 
Score: -35168792.000000 Penalty: 6396.562500
	Iteration 6F: 3 clusters Score -3.516879e+07 nChanged 39016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 330300 members 
Entering Unmasked Estep 
Score: -35204768.000000 Penalty: 6396.562500
	Iteration 7F: 3 clusters Score -3.520477e+07 nChanged 34597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 364837 members 
Entering Unmasked Estep 
Score: -35239160.000000 Penalty: 6396.562500
	Iteration 8F: 3 clusters Score -3.523916e+07 nChanged 20370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 385197 members 
Entering Unmasked Estep 
Score: -35258776.000000 Penalty: 6396.562500
	Iteration 9F: 3 clusters Score -3.525878e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 394026 members 
Entering Unmasked Estep 
Score: -35267116.000000 Penalty: 6396.562500
	Iteration 10Q: 3 clusters Score -3.526712e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 397264 members 
Entering Unmasked Estep 
Score: -35270204.000000 Penalty: 6396.562500
	Iteration 11Q: 3 clusters Score -3.52702e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 398282 members 
Entering Unmasked Estep 
Score: -35271088.000000 Penalty: 6396.562500
	Iteration 12Q: 3 clusters Score -3.527109e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 398520 members 
Entering Unmasked Estep 
Score: -35271368.000000 Penalty: 6396.562500
	Iteration 13Q: 3 clusters Score -3.527137e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 398580 members 
Entering Unmasked Estep 
Score: -35271452.000000 Penalty: 6396.562500
	Iteration 14Q: 3 clusters Score -3.527145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 398589 members 
Entering Unmasked Estep 
Score: -35271524.000000 Penalty: 6396.562500
	Iteration 15Q: 3 clusters Score -3.527152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 398594 members 
Entering Unmasked Estep 
Score: -35271548.000000 Penalty: 6396.562500
	Iteration 16Q: 3 clusters Score -3.527155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 398594 members 
Entering Unmasked Estep 
Score: -35271564.000000 Penalty: 6396.562500
	Iteration 17Q: 3 clusters Score -3.527156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 398595 members 
Entering Unmasked Estep 
Score: -35271556.000000 Penalty: 6396.562500
	Iteration 18Q: 3 clusters Score -3.527156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 398596 members 
Entering Unmasked Estep 
Score: -35271580.000000 Penalty: 6396.562500
	Iteration 19Q: 3 clusters Score -3.527158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 398598 members 
Entering Unmasked Estep 
Score: -35271592.000000 Penalty: 6396.562500
	Iteration 20F: 3 clusters Score -3.527159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 398599 members 
Entering Unmasked Estep 
Score: -35271580.000000 Penalty: 6396.562500
	Iteration 21Q: 3 clusters Score -3.527158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 398599 members 
Entering Unmasked Estep 
Score: -35271580.000000 Penalty: 6396.562500
	Iteration 22F: 3 clusters Score -3.527158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (53340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Entering Unmasked Estep 
Score: -4752211.500000 Penalty: 2699.341553
	Iteration 0F: 2 clusters Score -4752212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -4716254.000000 Penalty: 5398.683105
	Iteration 0F: 3 clusters Score -4716254 nChanged 24643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4729725.500000 Penalty: 5398.683105
	Iteration 1F: 3 clusters Score -4729726 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -4730281.000000 Penalty: 5398.683105
	Iteration 2Q: 3 clusters Score -4730281 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4730911.500000 Penalty: 5398.683105
	Iteration 3Q: 3 clusters Score -4730912 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4731754.000000 Penalty: 5398.683105
	Iteration 4Q: 3 clusters Score -4731754 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4733121.000000 Penalty: 5398.683105
	Iteration 5F: 3 clusters Score -4733121 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4735278.000000 Penalty: 5398.683105
	Iteration 6F: 3 clusters Score -4735278 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4738279.500000 Penalty: 5398.683105
	Iteration 7F: 3 clusters Score -4738280 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4741730.500000 Penalty: 5398.683105
	Iteration 8F: 3 clusters Score -4741730 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4744574.000000 Penalty: 5398.683105
	Iteration 9F: 3 clusters Score -4744574 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4746447.500000 Penalty: 5398.683105
	Iteration 10F: 3 clusters Score -4746448 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4747670.500000 Penalty: 5398.683105
	Iteration 11Q: 3 clusters Score -4747670 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4748553.500000 Penalty: 5398.683105
	Iteration 12Q: 3 clusters Score -4748554 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4749183.000000 Penalty: 5398.683105
	Iteration 13Q: 3 clusters Score -4749183 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4749585.500000 Penalty: 5398.683105
	Iteration 14Q: 3 clusters Score -4749586 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4749865.500000 Penalty: 5398.683105
	Iteration 15Q: 3 clusters Score -4749866 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4750071.000000 Penalty: 5398.683105
	Iteration 16Q: 3 clusters Score -4750071 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4750195.500000 Penalty: 5398.683105
	Iteration 17Q: 3 clusters Score -4750196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4750302.000000 Penalty: 5398.683105
	Iteration 18Q: 3 clusters Score -4750302 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4750381.000000 Penalty: 5398.683105
	Iteration 19Q: 3 clusters Score -4750381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4750406.000000 Penalty: 5398.683105
	Iteration 20F: 3 clusters Score -4750406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4750433.500000 Penalty: 5398.683105
	Iteration 21Q: 3 clusters Score -4750434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4750434.500000 Penalty: 5398.683105
	Iteration 22Q: 3 clusters Score -4750434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4750446.000000 Penalty: 5398.683105
	Iteration 23Q: 3 clusters Score -4750446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4750455.000000 Penalty: 5398.683105
	Iteration 24Q: 3 clusters Score -4750455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4750459.500000 Penalty: 5398.683105
	Iteration 25Q: 3 clusters Score -4750460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4750466.000000 Penalty: 5398.683105
	Iteration 26Q: 3 clusters Score -4750466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4750477.000000 Penalty: 5398.683105
	Iteration 27Q: 3 clusters Score -4750477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4750472.500000 Penalty: 5398.683105
	Iteration 28Q: 3 clusters Score -4750472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4750472.500000 Penalty: 5398.683105
	Iteration 29F: 3 clusters Score -4750472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Entering Unmasked Estep 
Score: -1387535.250000 Penalty: 2417.388916
	Iteration 0F: 2 clusters Score -1387535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1375310.625000 Penalty: 4834.777832
	Iteration 0F: 3 clusters Score -1375311 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1379359.000000 Penalty: 4834.777832
	Iteration 1F: 3 clusters Score -1379359 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1379834.875000 Penalty: 4834.777832
	Iteration 2F: 3 clusters Score -1379835 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1380259.875000 Penalty: 4834.777832
	Iteration 3F: 3 clusters Score -1380260 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1380716.750000 Penalty: 4834.777832
	Iteration 4F: 3 clusters Score -1380717 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1381220.250000 Penalty: 4834.777832
	Iteration 5F: 3 clusters Score -1381220 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1381846.750000 Penalty: 4834.777832
	Iteration 6F: 3 clusters Score -1381847 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1382538.250000 Penalty: 4834.777832
	Iteration 7F: 3 clusters Score -1382538 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1383282.375000 Penalty: 4834.777832
	Iteration 8F: 3 clusters Score -1383282 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1384032.250000 Penalty: 4834.777832
	Iteration 9F: 3 clusters Score -1384032 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1384641.625000 Penalty: 4834.777832
	Iteration 10Q: 3 clusters Score -1384642 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1385125.875000 Penalty: 4834.777832
	Iteration 11Q: 3 clusters Score -1385126 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1385483.500000 Penalty: 4834.777832
	Iteration 12Q: 3 clusters Score -1385484 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1385718.500000 Penalty: 4834.777832
	Iteration 13Q: 3 clusters Score -1385718 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1385852.875000 Penalty: 4834.777832
	Iteration 14Q: 3 clusters Score -1385853 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1385952.375000 Penalty: 4834.777832
	Iteration 15Q: 3 clusters Score -1385952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1386006.375000 Penalty: 4834.777832
	Iteration 16Q: 3 clusters Score -1386006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1386059.125000 Penalty: 4834.777832
	Iteration 17Q: 3 clusters Score -1386059 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1386105.875000 Penalty: 4834.777832
	Iteration 18Q: 3 clusters Score -1386106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1386141.125000 Penalty: 4834.777832
	Iteration 19Q: 3 clusters Score -1386141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1386160.500000 Penalty: 4834.777832
	Iteration 20F: 3 clusters Score -1386160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1386177.750000 Penalty: 4834.777832
	Iteration 21Q: 3 clusters Score -1386178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1386197.375000 Penalty: 4834.777832
	Iteration 22Q: 3 clusters Score -1386197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1386212.625000 Penalty: 4834.777832
	Iteration 23Q: 3 clusters Score -1386213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1386223.000000 Penalty: 4834.777832
	Iteration 24Q: 3 clusters Score -1386223 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1386231.625000 Penalty: 4834.777832
	Iteration 25Q: 3 clusters Score -1386232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1386236.125000 Penalty: 4834.777832
	Iteration 26Q: 3 clusters Score -1386236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1386241.500000 Penalty: 4834.777832
	Iteration 27Q: 3 clusters Score -1386242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1386248.125000 Penalty: 4834.777832
	Iteration 28Q: 3 clusters Score -1386248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1386256.625000 Penalty: 4834.777832
	Iteration 29Q: 3 clusters Score -1386257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1386270.375000 Penalty: 4834.777832
	Iteration 30Q: 3 clusters Score -1386270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1386277.125000 Penalty: 4834.777832
	Iteration 31Q: 3 clusters Score -1386277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1386284.125000 Penalty: 4834.777832
	Iteration 32Q: 3 clusters Score -1386284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1386292.125000 Penalty: 4834.777832
	Iteration 33Q: 3 clusters Score -1386292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1386297.625000 Penalty: 4834.777832
	Iteration 34Q: 3 clusters Score -1386298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1386298.875000 Penalty: 4834.777832
	Iteration 35Q: 3 clusters Score -1386299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1386301.750000 Penalty: 4834.777832
	Iteration 36Q: 3 clusters Score -1386302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1386302.000000 Penalty: 4834.777832
	Iteration 37Q: 3 clusters Score -1386302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1386302.750000 Penalty: 4834.777832
	Iteration 38Q: 3 clusters Score -1386303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1386305.125000 Penalty: 4834.777832
	Iteration 39Q: 3 clusters Score -1386305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1386309.000000 Penalty: 4834.777832
	Iteration 40F: 3 clusters Score -1386309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1386307.750000 Penalty: 4834.777832
	Iteration 41Q: 3 clusters Score -1386308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1386306.750000 Penalty: 4834.777832
	Iteration 42Q: 3 clusters Score -1386307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1386311.000000 Penalty: 4834.777832
	Iteration 43Q: 3 clusters Score -1386311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1386311.125000 Penalty: 4834.777832
	Iteration 44Q: 3 clusters Score -1386311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1386310.625000 Penalty: 4834.777832
	Iteration 45Q: 3 clusters Score -1386311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1386310.625000 Penalty: 4834.777832
	Iteration 46F: 3 clusters Score -1386311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -884384.250000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -884384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -876242.125000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -876242.1 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -878884.500000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -878884.5 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -879489.125000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -879489.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -879995.937500 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -879995.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -880388.562500 Penalty: 4607.052246
	Iteration 4F: 3 clusters Score -880388.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -880653.812500 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -880653.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -880834.000000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -880834 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -880976.187500 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -880976.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -881102.812500 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -881102.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -881240.562500 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -881240.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -881358.375000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -881358.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -881476.937500 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -881476.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -881623.250000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -881623.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -881796.875000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -881796.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -881969.062500 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -881969.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -882096.937500 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -882096.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -882208.687500 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -882208.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -882313.812500 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -882313.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -882404.437500 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -882404.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -882461.375000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -882461.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -882510.500000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -882510.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -882559.312500 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -882559.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -882591.562500 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -882591.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -882608.375000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -882608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -882621.375000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -882621.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -882635.812500 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -882635.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -882647.375000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -882647.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -882659.187500 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -882659.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -882668.187500 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -882668.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -882672.625000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -882672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -882677.500000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -882677.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -882687.000000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -882687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -882694.500000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -882694.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -882698.375000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -882698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -882703.750000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -882703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -882703.812500 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -882703.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -882703.312500 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -882703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -882704.062500 Penalty: 4607.052246
	Iteration 37Q: 3 clusters Score -882704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -882704.062500 Penalty: 4607.052246
	Iteration 38Q: 3 clusters Score -882704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -882706.125000 Penalty: 4607.052246
	Iteration 39Q: 3 clusters Score -882706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -882707.375000 Penalty: 4607.052246
	Iteration 40F: 3 clusters Score -882707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Entering Unmasked Estep 
Score: -4684441.000000 Penalty: 2707.936523
	Iteration 0F: 2 clusters Score -4684441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4647138.500000 Penalty: 5415.873047
	Iteration 0F: 3 clusters Score -4647138 nChanged 25632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -4661825.500000 Penalty: 5415.873047
	Iteration 1F: 3 clusters Score -4661826 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -4662757.000000 Penalty: 5415.873047
	Iteration 2Q: 3 clusters Score -4662757 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4663873.000000 Penalty: 5415.873047
	Iteration 3Q: 3 clusters Score -4663873 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4665431.000000 Penalty: 5415.873047
	Iteration 4F: 3 clusters Score -4665431 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4667568.000000 Penalty: 5415.873047
	Iteration 5F: 3 clusters Score -4667568 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4670400.500000 Penalty: 5415.873047
	Iteration 6F: 3 clusters Score -4670400 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4673176.500000 Penalty: 5415.873047
	Iteration 7F: 3 clusters Score -4673176 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4675470.000000 Penalty: 5415.873047
	Iteration 8F: 3 clusters Score -4675470 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4677375.000000 Penalty: 5415.873047
	Iteration 9F: 3 clusters Score -4677375 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4679027.000000 Penalty: 5415.873047
	Iteration 10Q: 3 clusters Score -4679027 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4680476.000000 Penalty: 5415.873047
	Iteration 11Q: 3 clusters Score -4680476 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4681816.500000 Penalty: 5415.873047
	Iteration 12Q: 3 clusters Score -4681816 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -4683174.500000 Penalty: 5415.873047
	Iteration 13Q: 3 clusters Score -4683174 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4684642.000000 Penalty: 5415.873047
	Iteration 14Q: 3 clusters Score -4684642 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4686093.000000 Penalty: 5415.873047
	Iteration 15Q: 3 clusters Score -4686093 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4687363.500000 Penalty: 5415.873047
	Iteration 16Q: 3 clusters Score -4687364 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4688576.000000 Penalty: 5415.873047
	Iteration 17Q: 3 clusters Score -4688576 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4689767.000000 Penalty: 5415.873047
	Iteration 18Q: 3 clusters Score -4689767 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -4690856.500000 Penalty: 5415.873047
	Iteration 19Q: 3 clusters Score -4690856 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4691780.500000 Penalty: 5415.873047
	Iteration 20F: 3 clusters Score -4691780 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4692571.500000 Penalty: 5415.873047
	Iteration 21Q: 3 clusters Score -4692572 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4693064.000000 Penalty: 5415.873047
	Iteration 22Q: 3 clusters Score -4693064 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4693373.000000 Penalty: 5415.873047
	Iteration 23Q: 3 clusters Score -4693373 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4693591.000000 Penalty: 5415.873047
	Iteration 24Q: 3 clusters Score -4693591 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4693736.500000 Penalty: 5415.873047
	Iteration 25Q: 3 clusters Score -4693736 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4693846.000000 Penalty: 5415.873047
	Iteration 26Q: 3 clusters Score -4693846 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4693903.500000 Penalty: 5415.873047
	Iteration 27Q: 3 clusters Score -4693904 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4693968.500000 Penalty: 5415.873047
	Iteration 28Q: 3 clusters Score -4693968 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4694052.500000 Penalty: 5415.873047
	Iteration 29Q: 3 clusters Score -4694052 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4694134.500000 Penalty: 5415.873047
	Iteration 30Q: 3 clusters Score -4694134 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4694233.000000 Penalty: 5415.873047
	Iteration 31Q: 3 clusters Score -4694233 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4694369.500000 Penalty: 5415.873047
	Iteration 32Q: 3 clusters Score -4694370 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -4694577.500000 Penalty: 5415.873047
	Iteration 33Q: 3 clusters Score -4694578 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4694876.500000 Penalty: 5415.873047
	Iteration 34Q: 3 clusters Score -4694876 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4695171.000000 Penalty: 5415.873047
	Iteration 35Q: 3 clusters Score -4695171 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -4695367.000000 Penalty: 5415.873047
	Iteration 36Q: 3 clusters Score -4695367 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4695557.000000 Penalty: 5415.873047
	Iteration 37Q: 3 clusters Score -4695557 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4695685.000000 Penalty: 5415.873047
	Iteration 38Q: 3 clusters Score -4695685 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4695774.500000 Penalty: 5415.873047
	Iteration 39Q: 3 clusters Score -4695774 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4695823.500000 Penalty: 5415.873047
	Iteration 40F: 3 clusters Score -4695824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4695889.000000 Penalty: 5415.873047
	Iteration 41Q: 3 clusters Score -4695889 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4695907.000000 Penalty: 5415.873047
	Iteration 42Q: 3 clusters Score -4695907 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4695946.500000 Penalty: 5415.873047
	Iteration 43Q: 3 clusters Score -4695946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4695976.500000 Penalty: 5415.873047
	Iteration 44Q: 3 clusters Score -4695976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4695990.000000 Penalty: 5415.873047
	Iteration 45Q: 3 clusters Score -4695990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -4696007.500000 Penalty: 5415.873047
	Iteration 46Q: 3 clusters Score -4696008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4696014.000000 Penalty: 5415.873047
	Iteration 47Q: 3 clusters Score -4696014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4696034.000000 Penalty: 5415.873047
	Iteration 48Q: 3 clusters Score -4696034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -4696027.500000 Penalty: 5415.873047
	Iteration 49Q: 3 clusters Score -4696028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4696032.000000 Penalty: 5415.873047
	Iteration 50Q: 3 clusters Score -4696032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -4696040.500000 Penalty: 5415.873047
	Iteration 51Q: 3 clusters Score -4696040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4696045.000000 Penalty: 5415.873047
	Iteration 52Q: 3 clusters Score -4696045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4696032.500000 Penalty: 5415.873047
	Iteration 53Q: 3 clusters Score -4696032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4696030.500000 Penalty: 5415.873047
	Iteration 54Q: 3 clusters Score -4696030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4696035.500000 Penalty: 5415.873047
	Iteration 55Q: 3 clusters Score -4696036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4696035.500000 Penalty: 5415.873047
	Iteration 56Q: 3 clusters Score -4696036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4696038.000000 Penalty: 5415.873047
	Iteration 57Q: 3 clusters Score -4696038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4696032.000000 Penalty: 5415.873047
	Iteration 58Q: 3 clusters Score -4696032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4696038.500000 Penalty: 5415.873047
	Iteration 59Q: 3 clusters Score -4696038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4696031.000000 Penalty: 5415.873047
	Iteration 60F: 3 clusters Score -4696031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4696036.500000 Penalty: 5415.873047
	Iteration 61Q: 3 clusters Score -4696036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4696033.000000 Penalty: 5415.873047
	Iteration 62Q: 3 clusters Score -4696033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4696030.000000 Penalty: 5415.873047
	Iteration 63Q: 3 clusters Score -4696030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4696026.500000 Penalty: 5415.873047
	Iteration 64Q: 3 clusters Score -4696026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4696036.000000 Penalty: 5415.873047
	Iteration 65Q: 3 clusters Score -4696036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4696027.500000 Penalty: 5415.873047
	Iteration 66Q: 3 clusters Score -4696028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4696032.000000 Penalty: 5415.873047
	Iteration 67Q: 3 clusters Score -4696032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4696032.500000 Penalty: 5415.873047
	Iteration 68Q: 3 clusters Score -4696032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4696031.500000 Penalty: 5415.873047
	Iteration 69Q: 3 clusters Score -4696032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4696033.500000 Penalty: 5415.873047
	Iteration 70Q: 3 clusters Score -4696034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4696033.500000 Penalty: 5415.873047
	Iteration 71F: 3 clusters Score -4696034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 35186 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 15801 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 418295 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Entering Unmasked Estep 
Score: -112877224.000000 Penalty: 73439.312500
Splitting cluster 5 changes total score from -112865912.000000 to -112877224.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (35186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Entering Unmasked Estep 
Score: -3067102.000000 Penalty: 2596.164062
	Iteration 0F: 2 clusters Score -3067102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3043289.500000 Penalty: 5192.328125
	Iteration 0F: 3 clusters Score -3043290 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3052143.250000 Penalty: 5192.328125
	Iteration 1F: 3 clusters Score -3052143 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3052963.750000 Penalty: 5192.328125
	Iteration 2F: 3 clusters Score -3052964 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3053997.250000 Penalty: 5192.328125
	Iteration 3F: 3 clusters Score -3053997 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3055447.250000 Penalty: 5192.328125
	Iteration 4F: 3 clusters Score -3055447 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3057191.750000 Penalty: 5192.328125
	Iteration 5F: 3 clusters Score -3057192 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3059105.000000 Penalty: 5192.328125
	Iteration 6F: 3 clusters Score -3059105 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3061192.750000 Penalty: 5192.328125
	Iteration 7F: 3 clusters Score -3061193 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3063585.250000 Penalty: 5192.328125
	Iteration 8F: 3 clusters Score -3063585 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3066323.750000 Penalty: 5192.328125
	Iteration 9F: 3 clusters Score -3066324 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3069247.250000 Penalty: 5192.328125
	Iteration 10F: 3 clusters Score -3069247 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3071981.000000 Penalty: 5192.328125
	Iteration 11F: 3 clusters Score -3071981 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3073567.250000 Penalty: 5192.328125
	Iteration 12Q: 3 clusters Score -3073567 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3073968.750000 Penalty: 5192.328125
	Iteration 13Q: 3 clusters Score -3073969 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3074072.000000 Penalty: 5192.328125
	Iteration 14Q: 3 clusters Score -3074072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3074106.000000 Penalty: 5192.328125
	Iteration 15Q: 3 clusters Score -3074106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3074137.500000 Penalty: 5192.328125
	Iteration 16Q: 3 clusters Score -3074138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3074142.250000 Penalty: 5192.328125
	Iteration 17Q: 3 clusters Score -3074142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3074149.500000 Penalty: 5192.328125
	Iteration 18Q: 3 clusters Score -3074150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3074152.500000 Penalty: 5192.328125
	Iteration 19Q: 3 clusters Score -3074152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3074152.750000 Penalty: 5192.328125
	Iteration 20F: 3 clusters Score -3074153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3074156.250000 Penalty: 5192.328125
	Iteration 21Q: 3 clusters Score -3074156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3074159.000000 Penalty: 5192.328125
	Iteration 22Q: 3 clusters Score -3074159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3074156.000000 Penalty: 5192.328125
	Iteration 23Q: 3 clusters Score -3074156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3074157.000000 Penalty: 5192.328125
	Iteration 24Q: 3 clusters Score -3074157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3074160.000000 Penalty: 5192.328125
	Iteration 25Q: 3 clusters Score -3074160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3074160.000000 Penalty: 5192.328125
	Iteration 26F: 3 clusters Score -3074160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 15801 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 418295 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Entering Unmasked Estep 
Score: -112883320.000000 Penalty: 76936.421875
Splitting cluster 6 changes total score from -112865912.000000 to -112883320.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (22901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Entering Unmasked Estep 
Score: -1863606.000000 Penalty: 2489.656006
	Iteration 0F: 2 clusters Score -1863606 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 11372 members 
Entering Unmasked Estep 
Score: -1847706.375000 Penalty: 4979.312012
	Iteration 0F: 3 clusters Score -1847706 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1854007.750000 Penalty: 4979.312012
	Iteration 1F: 3 clusters Score -1854008 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1855199.875000 Penalty: 4979.312012
	Iteration 2F: 3 clusters Score -1855200 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1856384.875000 Penalty: 4979.312012
	Iteration 3F: 3 clusters Score -1856385 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1857377.875000 Penalty: 4979.312012
	Iteration 4F: 3 clusters Score -1857378 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1858194.750000 Penalty: 4979.312012
	Iteration 5F: 3 clusters Score -1858195 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1858953.000000 Penalty: 4979.312012
	Iteration 6F: 3 clusters Score -1858953 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1859696.375000 Penalty: 4979.312012
	Iteration 7Q: 3 clusters Score -1859696 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1860525.625000 Penalty: 4979.312012
	Iteration 8Q: 3 clusters Score -1860526 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1861367.875000 Penalty: 4979.312012
	Iteration 9Q: 3 clusters Score -1861368 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1861988.000000 Penalty: 4979.312012
	Iteration 10Q: 3 clusters Score -1861988 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1862356.500000 Penalty: 4979.312012
	Iteration 11Q: 3 clusters Score -1862356 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1862590.500000 Penalty: 4979.312012
	Iteration 12Q: 3 clusters Score -1862590 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1862716.000000 Penalty: 4979.312012
	Iteration 13Q: 3 clusters Score -1862716 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1862811.500000 Penalty: 4979.312012
	Iteration 14Q: 3 clusters Score -1862812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1862864.125000 Penalty: 4979.312012
	Iteration 15Q: 3 clusters Score -1862864 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1862907.125000 Penalty: 4979.312012
	Iteration 16Q: 3 clusters Score -1862907 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1862932.500000 Penalty: 4979.312012
	Iteration 17Q: 3 clusters Score -1862932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1862962.625000 Penalty: 4979.312012
	Iteration 18Q: 3 clusters Score -1862963 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1862989.750000 Penalty: 4979.312012
	Iteration 19Q: 3 clusters Score -1862990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1862999.500000 Penalty: 4979.312012
	Iteration 20F: 3 clusters Score -1863000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1863007.875000 Penalty: 4979.312012
	Iteration 21Q: 3 clusters Score -1863008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1863010.250000 Penalty: 4979.312012
	Iteration 22Q: 3 clusters Score -1863010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1863021.000000 Penalty: 4979.312012
	Iteration 23Q: 3 clusters Score -1863021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1863026.375000 Penalty: 4979.312012
	Iteration 24Q: 3 clusters Score -1863026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1863028.500000 Penalty: 4979.312012
	Iteration 25Q: 3 clusters Score -1863028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1863032.750000 Penalty: 4979.312012
	Iteration 26Q: 3 clusters Score -1863033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1863042.500000 Penalty: 4979.312012
	Iteration 27Q: 3 clusters Score -1863042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1863048.125000 Penalty: 4979.312012
	Iteration 28Q: 3 clusters Score -1863048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1863046.000000 Penalty: 4979.312012
	Iteration 29Q: 3 clusters Score -1863046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1863055.250000 Penalty: 4979.312012
	Iteration 30Q: 3 clusters Score -1863055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1863054.000000 Penalty: 4979.312012
	Iteration 31Q: 3 clusters Score -1863054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1863062.500000 Penalty: 4979.312012
	Iteration 32Q: 3 clusters Score -1863062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1863066.625000 Penalty: 4979.312012
	Iteration 33Q: 3 clusters Score -1863067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1863067.125000 Penalty: 4979.312012
	Iteration 34Q: 3 clusters Score -1863067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1863066.750000 Penalty: 4979.312012
	Iteration 35Q: 3 clusters Score -1863067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1863065.750000 Penalty: 4979.312012
	Iteration 36Q: 3 clusters Score -1863066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1863067.375000 Penalty: 4979.312012
	Iteration 37Q: 3 clusters Score -1863067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1863073.375000 Penalty: 4979.312012
	Iteration 38Q: 3 clusters Score -1863073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1863078.375000 Penalty: 4979.312012
	Iteration 39Q: 3 clusters Score -1863078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1863077.875000 Penalty: 4979.312012
	Iteration 40F: 3 clusters Score -1863078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1863076.000000 Penalty: 4979.312012
	Iteration 41Q: 3 clusters Score -1863076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1863077.375000 Penalty: 4979.312012
	Iteration 42Q: 3 clusters Score -1863077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1863074.875000 Penalty: 4979.312012
	Iteration 43Q: 3 clusters Score -1863075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1863073.125000 Penalty: 4979.312012
	Iteration 44Q: 3 clusters Score -1863073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1863076.750000 Penalty: 4979.312012
	Iteration 45Q: 3 clusters Score -1863077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1863076.875000 Penalty: 4979.312012
	Iteration 46Q: 3 clusters Score -1863077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1863074.875000 Penalty: 4979.312012
	Iteration 47Q: 3 clusters Score -1863075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1863074.875000 Penalty: 4979.312012
	Iteration 48F: 3 clusters Score -1863075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Entering Unmasked Estep 
Score: -1262849.000000 Penalty: 2397.621582
	Iteration 0F: 2 clusters Score -1262849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1251493.125000 Penalty: 4795.243164
	Iteration 0F: 3 clusters Score -1251493 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1255457.750000 Penalty: 4795.243164
	Iteration 1F: 3 clusters Score -1255458 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1256464.000000 Penalty: 4795.243164
	Iteration 2F: 3 clusters Score -1256464 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1257854.000000 Penalty: 4795.243164
	Iteration 3F: 3 clusters Score -1257854 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1259576.625000 Penalty: 4795.243164
	Iteration 4F: 3 clusters Score -1259577 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1261240.500000 Penalty: 4795.243164
	Iteration 5F: 3 clusters Score -1261240 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1262519.750000 Penalty: 4795.243164
	Iteration 6F: 3 clusters Score -1262520 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1263461.125000 Penalty: 4795.243164
	Iteration 7F: 3 clusters Score -1263461 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1264048.250000 Penalty: 4795.243164
	Iteration 8Q: 3 clusters Score -1264048 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1264397.250000 Penalty: 4795.243164
	Iteration 9Q: 3 clusters Score -1264397 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1264715.375000 Penalty: 4795.243164
	Iteration 10Q: 3 clusters Score -1264715 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1264979.000000 Penalty: 4795.243164
	Iteration 11Q: 3 clusters Score -1264979 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1265204.375000 Penalty: 4795.243164
	Iteration 12Q: 3 clusters Score -1265204 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1265346.250000 Penalty: 4795.243164
	Iteration 13Q: 3 clusters Score -1265346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1265409.500000 Penalty: 4795.243164
	Iteration 14Q: 3 clusters Score -1265410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1265453.750000 Penalty: 4795.243164
	Iteration 15Q: 3 clusters Score -1265454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1265480.625000 Penalty: 4795.243164
	Iteration 16Q: 3 clusters Score -1265481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1265487.625000 Penalty: 4795.243164
	Iteration 17Q: 3 clusters Score -1265488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1265498.250000 Penalty: 4795.243164
	Iteration 18Q: 3 clusters Score -1265498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1265503.625000 Penalty: 4795.243164
	Iteration 19Q: 3 clusters Score -1265504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1265505.875000 Penalty: 4795.243164
	Iteration 20F: 3 clusters Score -1265506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1265507.375000 Penalty: 4795.243164
	Iteration 21Q: 3 clusters Score -1265507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1265512.625000 Penalty: 4795.243164
	Iteration 22Q: 3 clusters Score -1265513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1265512.875000 Penalty: 4795.243164
	Iteration 23Q: 3 clusters Score -1265513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1265515.500000 Penalty: 4795.243164
	Iteration 24Q: 3 clusters Score -1265516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1265513.000000 Penalty: 4795.243164
	Iteration 25Q: 3 clusters Score -1265513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1265513.250000 Penalty: 4795.243164
	Iteration 26Q: 3 clusters Score -1265513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1265511.125000 Penalty: 4795.243164
	Iteration 27Q: 3 clusters Score -1265511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1265513.125000 Penalty: 4795.243164
	Iteration 28Q: 3 clusters Score -1265513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1265512.750000 Penalty: 4795.243164
	Iteration 29Q: 3 clusters Score -1265513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1265514.500000 Penalty: 4795.243164
	Iteration 30Q: 3 clusters Score -1265514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1265516.250000 Penalty: 4795.243164
	Iteration 31Q: 3 clusters Score -1265516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1265516.625000 Penalty: 4795.243164
	Iteration 32Q: 3 clusters Score -1265517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1265519.625000 Penalty: 4795.243164
	Iteration 33Q: 3 clusters Score -1265520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1265519.125000 Penalty: 4795.243164
	Iteration 34Q: 3 clusters Score -1265519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1265518.875000 Penalty: 4795.243164
	Iteration 35Q: 3 clusters Score -1265519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1265518.500000 Penalty: 4795.243164
	Iteration 36Q: 3 clusters Score -1265518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1265518.875000 Penalty: 4795.243164
	Iteration 37Q: 3 clusters Score -1265519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1265518.875000 Penalty: 4795.243164
	Iteration 38F: 3 clusters Score -1265519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 418295 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Entering Unmasked Estep 
Score: -112884584.000000 Penalty: 80433.531250
Splitting cluster 8 changes total score from -112865912.000000 to -112884584.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (21782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Entering Unmasked Estep 
Score: -1938308.875000 Penalty: 2477.232178
	Iteration 0F: 2 clusters Score -1938309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1922956.625000 Penalty: 4954.464355
	Iteration 0F: 3 clusters Score -1922957 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1927982.625000 Penalty: 4954.464355
	Iteration 1F: 3 clusters Score -1927983 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1928361.500000 Penalty: 4954.464355
	Iteration 2F: 3 clusters Score -1928362 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1928697.875000 Penalty: 4954.464355
	Iteration 3Q: 3 clusters Score -1928698 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1928995.375000 Penalty: 4954.464355
	Iteration 4Q: 3 clusters Score -1928995 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1929302.625000 Penalty: 4954.464355
	Iteration 5Q: 3 clusters Score -1929303 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1929690.250000 Penalty: 4954.464355
	Iteration 6Q: 3 clusters Score -1929690 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1930181.625000 Penalty: 4954.464355
	Iteration 7Q: 3 clusters Score -1930182 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1930801.000000 Penalty: 4954.464355
	Iteration 8Q: 3 clusters Score -1930801 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1931578.875000 Penalty: 4954.464355
	Iteration 9F: 3 clusters Score -1931579 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1932493.000000 Penalty: 4954.464355
	Iteration 10F: 3 clusters Score -1932493 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1933398.000000 Penalty: 4954.464355
	Iteration 11F: 3 clusters Score -1933398 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1934227.000000 Penalty: 4954.464355
	Iteration 12Q: 3 clusters Score -1934227 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1934876.375000 Penalty: 4954.464355
	Iteration 13Q: 3 clusters Score -1934876 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -1935322.250000 Penalty: 4954.464355
	Iteration 14Q: 3 clusters Score -1935322 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1935604.750000 Penalty: 4954.464355
	Iteration 15Q: 3 clusters Score -1935605 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -1935778.875000 Penalty: 4954.464355
	Iteration 16Q: 3 clusters Score -1935779 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1935883.500000 Penalty: 4954.464355
	Iteration 17Q: 3 clusters Score -1935884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1935961.500000 Penalty: 4954.464355
	Iteration 18Q: 3 clusters Score -1935962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -1936019.750000 Penalty: 4954.464355
	Iteration 19Q: 3 clusters Score -1936020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1936064.875000 Penalty: 4954.464355
	Iteration 20F: 3 clusters Score -1936065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -1936104.125000 Penalty: 4954.464355
	Iteration 21Q: 3 clusters Score -1936104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -1936121.500000 Penalty: 4954.464355
	Iteration 22Q: 3 clusters Score -1936122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -1936136.625000 Penalty: 4954.464355
	Iteration 23Q: 3 clusters Score -1936137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1936155.250000 Penalty: 4954.464355
	Iteration 24Q: 3 clusters Score -1936155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -1936169.625000 Penalty: 4954.464355
	Iteration 25Q: 3 clusters Score -1936170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1936185.500000 Penalty: 4954.464355
	Iteration 26Q: 3 clusters Score -1936186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -1936189.875000 Penalty: 4954.464355
	Iteration 27Q: 3 clusters Score -1936190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -1936194.125000 Penalty: 4954.464355
	Iteration 28Q: 3 clusters Score -1936194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -1936196.125000 Penalty: 4954.464355
	Iteration 29Q: 3 clusters Score -1936196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -1936196.000000 Penalty: 4954.464355
	Iteration 30Q: 3 clusters Score -1936196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1936196.000000 Penalty: 4954.464355
	Iteration 31Q: 3 clusters Score -1936196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1936204.625000 Penalty: 4954.464355
	Iteration 32Q: 3 clusters Score -1936205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1936203.500000 Penalty: 4954.464355
	Iteration 33Q: 3 clusters Score -1936204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -1936205.750000 Penalty: 4954.464355
	Iteration 34Q: 3 clusters Score -1936206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -1936205.750000 Penalty: 4954.464355
	Iteration 35F: 3 clusters Score -1936206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Entering Unmasked Estep 
Score: -1083313.750000 Penalty: 2390.617676
	Iteration 0F: 2 clusters Score -1083314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1072199.625000 Penalty: 4781.235352
	Iteration 0F: 3 clusters Score -1072200 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1076606.875000 Penalty: 4781.235352
	Iteration 1F: 3 clusters Score -1076607 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1078461.875000 Penalty: 4781.235352
	Iteration 2F: 3 clusters Score -1078462 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1080834.375000 Penalty: 4781.235352
	Iteration 3F: 3 clusters Score -1080834 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1082865.375000 Penalty: 4781.235352
	Iteration 4F: 3 clusters Score -1082865 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1084052.375000 Penalty: 4781.235352
	Iteration 5F: 3 clusters Score -1084052 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1084701.000000 Penalty: 4781.235352
	Iteration 6F: 3 clusters Score -1084701 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1085120.875000 Penalty: 4781.235352
	Iteration 7Q: 3 clusters Score -1085121 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1085483.250000 Penalty: 4781.235352
	Iteration 8Q: 3 clusters Score -1085483 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1085798.500000 Penalty: 4781.235352
	Iteration 9Q: 3 clusters Score -1085798 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1086185.750000 Penalty: 4781.235352
	Iteration 10Q: 3 clusters Score -1086186 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1086722.875000 Penalty: 4781.235352
	Iteration 11Q: 3 clusters Score -1086723 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1087139.625000 Penalty: 4781.235352
	Iteration 12Q: 3 clusters Score -1087140 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1087410.125000 Penalty: 4781.235352
	Iteration 13Q: 3 clusters Score -1087410 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1087581.875000 Penalty: 4781.235352
	Iteration 14Q: 3 clusters Score -1087582 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1087683.625000 Penalty: 4781.235352
	Iteration 15Q: 3 clusters Score -1087684 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1087775.000000 Penalty: 4781.235352
	Iteration 16Q: 3 clusters Score -1087775 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1087825.750000 Penalty: 4781.235352
	Iteration 17Q: 3 clusters Score -1087826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1087863.500000 Penalty: 4781.235352
	Iteration 18Q: 3 clusters Score -1087864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1087889.750000 Penalty: 4781.235352
	Iteration 19Q: 3 clusters Score -1087890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1087909.875000 Penalty: 4781.235352
	Iteration 20F: 3 clusters Score -1087910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1087926.875000 Penalty: 4781.235352
	Iteration 21Q: 3 clusters Score -1087927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1087938.250000 Penalty: 4781.235352
	Iteration 22Q: 3 clusters Score -1087938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1087952.875000 Penalty: 4781.235352
	Iteration 23Q: 3 clusters Score -1087953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1087975.000000 Penalty: 4781.235352
	Iteration 24Q: 3 clusters Score -1087975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1087989.375000 Penalty: 4781.235352
	Iteration 25Q: 3 clusters Score -1087989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1088006.375000 Penalty: 4781.235352
	Iteration 26Q: 3 clusters Score -1088006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1088020.250000 Penalty: 4781.235352
	Iteration 27Q: 3 clusters Score -1088020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1088031.500000 Penalty: 4781.235352
	Iteration 28Q: 3 clusters Score -1088032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1088034.875000 Penalty: 4781.235352
	Iteration 29Q: 3 clusters Score -1088035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1088041.250000 Penalty: 4781.235352
	Iteration 30Q: 3 clusters Score -1088041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1088041.000000 Penalty: 4781.235352
	Iteration 31Q: 3 clusters Score -1088041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1088043.000000 Penalty: 4781.235352
	Iteration 32Q: 3 clusters Score -1088043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1088044.500000 Penalty: 4781.235352
	Iteration 33Q: 3 clusters Score -1088044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1088045.250000 Penalty: 4781.235352
	Iteration 34Q: 3 clusters Score -1088045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1088044.875000 Penalty: 4781.235352
	Iteration 35Q: 3 clusters Score -1088045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1088045.250000 Penalty: 4781.235352
	Iteration 36Q: 3 clusters Score -1088045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1088044.625000 Penalty: 4781.235352
	Iteration 37Q: 3 clusters Score -1088045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1088043.500000 Penalty: 4781.235352
	Iteration 38Q: 3 clusters Score -1088044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1088043.000000 Penalty: 4781.235352
	Iteration 39Q: 3 clusters Score -1088043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1088042.750000 Penalty: 4781.235352
	Iteration 40F: 3 clusters Score -1088043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1088043.625000 Penalty: 4781.235352
	Iteration 41Q: 3 clusters Score -1088044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1088044.250000 Penalty: 4781.235352
	Iteration 42Q: 3 clusters Score -1088044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1088044.250000 Penalty: 4781.235352
	Iteration 43F: 3 clusters Score -1088044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 10838 members 
Mstep: Class 15 contains 418295 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 9309 members 
Entering Unmasked Estep 
Score: -112887808.000000 Penalty: 83930.640625
Splitting cluster 10 changes total score from -112865912.000000 to -112887808.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (101588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Entering Unmasked Estep 
Score: -8907560.000000 Penalty: 2859.112793
	Iteration 0F: 2 clusters Score -8907560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -8839523.000000 Penalty: 5718.225586
	Iteration 0F: 3 clusters Score -8839523 nChanged 47947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -8866767.000000 Penalty: 5718.225586
	Iteration 1F: 3 clusters Score -8866767 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -8867665.000000 Penalty: 5718.225586
	Iteration 2Q: 3 clusters Score -8867665 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -8868976.000000 Penalty: 5718.225586
	Iteration 3Q: 3 clusters Score -8868976 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -8871121.000000 Penalty: 5718.225586
	Iteration 4Q: 3 clusters Score -8871121 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 64435 members 
Entering Unmasked Estep 
Score: -8874455.000000 Penalty: 5718.225586
	Iteration 5F: 3 clusters Score -8874455 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -8878829.000000 Penalty: 5718.225586
	Iteration 6F: 3 clusters Score -8878829 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -8884380.000000 Penalty: 5718.225586
	Iteration 7F: 3 clusters Score -8884380 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -8890252.000000 Penalty: 5718.225586
	Iteration 8F: 3 clusters Score -8890252 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -8895639.000000 Penalty: 5718.225586
	Iteration 9F: 3 clusters Score -8895639 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -8899490.000000 Penalty: 5718.225586
	Iteration 10Q: 3 clusters Score -8899490 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -8901823.000000 Penalty: 5718.225586
	Iteration 11Q: 3 clusters Score -8901823 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -8903106.000000 Penalty: 5718.225586
	Iteration 12Q: 3 clusters Score -8903106 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -8903861.000000 Penalty: 5718.225586
	Iteration 13Q: 3 clusters Score -8903861 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -8904305.000000 Penalty: 5718.225586
	Iteration 14Q: 3 clusters Score -8904305 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -8904583.000000 Penalty: 5718.225586
	Iteration 15Q: 3 clusters Score -8904583 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -8904749.000000 Penalty: 5718.225586
	Iteration 16Q: 3 clusters Score -8904749 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -8904850.000000 Penalty: 5718.225586
	Iteration 17Q: 3 clusters Score -8904850 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -8904900.000000 Penalty: 5718.225586
	Iteration 18Q: 3 clusters Score -8904900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 100127 members 
Entering Unmasked Estep 
Score: -8904947.000000 Penalty: 5718.225586
	Iteration 19Q: 3 clusters Score -8904947 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -8904994.000000 Penalty: 5718.225586
	Iteration 20F: 3 clusters Score -8904994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -8905006.000000 Penalty: 5718.225586
	Iteration 21Q: 3 clusters Score -8905006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -8905027.000000 Penalty: 5718.225586
	Iteration 22Q: 3 clusters Score -8905027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -8905039.000000 Penalty: 5718.225586
	Iteration 23Q: 3 clusters Score -8905039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -8905069.000000 Penalty: 5718.225586
	Iteration 24Q: 3 clusters Score -8905069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -8905078.000000 Penalty: 5718.225586
	Iteration 25Q: 3 clusters Score -8905078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 100495 members 
Entering Unmasked Estep 
Score: -8905085.000000 Penalty: 5718.225586
	Iteration 26Q: 3 clusters Score -8905085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -8905094.000000 Penalty: 5718.225586
	Iteration 27Q: 3 clusters Score -8905094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -8905104.000000 Penalty: 5718.225586
	Iteration 28Q: 3 clusters Score -8905104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -8905104.000000 Penalty: 5718.225586
	Iteration 29Q: 3 clusters Score -8905104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 100567 members 
Entering Unmasked Estep 
Score: -8905096.000000 Penalty: 5718.225586
	Iteration 30Q: 3 clusters Score -8905096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 100580 members 
Entering Unmasked Estep 
Score: -8905122.000000 Penalty: 5718.225586
	Iteration 31Q: 3 clusters Score -8905122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 100588 members 
Entering Unmasked Estep 
Score: -8905113.000000 Penalty: 5718.225586
	Iteration 32Q: 3 clusters Score -8905113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 100598 members 
Entering Unmasked Estep 
Score: -8905126.000000 Penalty: 5718.225586
	Iteration 33Q: 3 clusters Score -8905126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -8905139.000000 Penalty: 5718.225586
	Iteration 34Q: 3 clusters Score -8905139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -8905145.000000 Penalty: 5718.225586
	Iteration 35Q: 3 clusters Score -8905145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -8905145.000000 Penalty: 5718.225586
	Iteration 36Q: 3 clusters Score -8905145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 100646 members 
Entering Unmasked Estep 
Score: -8905143.000000 Penalty: 5718.225586
	Iteration 37Q: 3 clusters Score -8905143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -8905149.000000 Penalty: 5718.225586
	Iteration 38Q: 3 clusters Score -8905149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -8905156.000000 Penalty: 5718.225586
	Iteration 39Q: 3 clusters Score -8905156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -8905161.000000 Penalty: 5718.225586
	Iteration 40F: 3 clusters Score -8905161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -8905177.000000 Penalty: 5718.225586
	Iteration 41Q: 3 clusters Score -8905177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 100680 members 
Entering Unmasked Estep 
Score: -8905172.000000 Penalty: 5718.225586
	Iteration 42Q: 3 clusters Score -8905172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -8905179.000000 Penalty: 5718.225586
	Iteration 43Q: 3 clusters Score -8905179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -8905182.000000 Penalty: 5718.225586
	Iteration 44Q: 3 clusters Score -8905182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -8905178.000000 Penalty: 5718.225586
	Iteration 45Q: 3 clusters Score -8905178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -8905184.000000 Penalty: 5718.225586
	Iteration 46Q: 3 clusters Score -8905184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 100683 members 
Entering Unmasked Estep 
Score: -8905184.000000 Penalty: 5718.225586
	Iteration 47F: 3 clusters Score -8905184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -703182.750000 Penalty: 2249.285156
	Iteration 0F: 2 clusters Score -703182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -696312.750000 Penalty: 4498.570312
	Iteration 0F: 3 clusters Score -696312.8 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -698308.312500 Penalty: 4498.570312
	Iteration 1F: 3 clusters Score -698308.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -698594.375000 Penalty: 4498.570312
	Iteration 2F: 3 clusters Score -698594.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -698769.875000 Penalty: 4498.570312
	Iteration 3Q: 3 clusters Score -698769.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -698904.437500 Penalty: 4498.570312
	Iteration 4Q: 3 clusters Score -698904.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -699016.312500 Penalty: 4498.570312
	Iteration 5Q: 3 clusters Score -699016.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -699133.875000 Penalty: 4498.570312
	Iteration 6Q: 3 clusters Score -699133.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -699278.250000 Penalty: 4498.570312
	Iteration 7Q: 3 clusters Score -699278.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -699417.000000 Penalty: 4498.570312
	Iteration 8Q: 3 clusters Score -699417 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -699565.562500 Penalty: 4498.570312
	Iteration 9Q: 3 clusters Score -699565.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -699700.500000 Penalty: 4498.570312
	Iteration 10Q: 3 clusters Score -699700.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -699825.687500 Penalty: 4498.570312
	Iteration 11Q: 3 clusters Score -699825.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -699970.187500 Penalty: 4498.570312
	Iteration 12Q: 3 clusters Score -699970.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -700122.437500 Penalty: 4498.570312
	Iteration 13Q: 3 clusters Score -700122.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -700278.187500 Penalty: 4498.570312
	Iteration 14Q: 3 clusters Score -700278.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -700428.812500 Penalty: 4498.570312
	Iteration 15Q: 3 clusters Score -700428.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -700583.562500 Penalty: 4498.570312
	Iteration 16Q: 3 clusters Score -700583.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -700725.000000 Penalty: 4498.570312
	Iteration 17Q: 3 clusters Score -700725 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -700862.125000 Penalty: 4498.570312
	Iteration 18Q: 3 clusters Score -700862.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -701001.000000 Penalty: 4498.570312
	Iteration 19Q: 3 clusters Score -701001 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -701125.875000 Penalty: 4498.570312
	Iteration 20F: 3 clusters Score -701125.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -701215.750000 Penalty: 4498.570312
	Iteration 21Q: 3 clusters Score -701215.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -701299.687500 Penalty: 4498.570312
	Iteration 22Q: 3 clusters Score -701299.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -701364.687500 Penalty: 4498.570312
	Iteration 23Q: 3 clusters Score -701364.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -701413.437500 Penalty: 4498.570312
	Iteration 24Q: 3 clusters Score -701413.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -701461.812500 Penalty: 4498.570312
	Iteration 25Q: 3 clusters Score -701461.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -701496.375000 Penalty: 4498.570312
	Iteration 26Q: 3 clusters Score -701496.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -701530.750000 Penalty: 4498.570312
	Iteration 27Q: 3 clusters Score -701530.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -701561.437500 Penalty: 4498.570312
	Iteration 28Q: 3 clusters Score -701561.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -701588.875000 Penalty: 4498.570312
	Iteration 29Q: 3 clusters Score -701588.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -701606.500000 Penalty: 4498.570312
	Iteration 30Q: 3 clusters Score -701606.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -701627.312500 Penalty: 4498.570312
	Iteration 31Q: 3 clusters Score -701627.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -701635.375000 Penalty: 4498.570312
	Iteration 32Q: 3 clusters Score -701635.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -701641.312500 Penalty: 4498.570312
	Iteration 33Q: 3 clusters Score -701641.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -701649.562500 Penalty: 4498.570312
	Iteration 34Q: 3 clusters Score -701649.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -701654.062500 Penalty: 4498.570312
	Iteration 35Q: 3 clusters Score -701654.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -701660.062500 Penalty: 4498.570312
	Iteration 36Q: 3 clusters Score -701660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -701658.562500 Penalty: 4498.570312
	Iteration 37Q: 3 clusters Score -701658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -701661.812500 Penalty: 4498.570312
	Iteration 38Q: 3 clusters Score -701661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -701664.125000 Penalty: 4498.570312
	Iteration 39Q: 3 clusters Score -701664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -701665.062500 Penalty: 4498.570312
	Iteration 40F: 3 clusters Score -701665.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -701666.875000 Penalty: 4498.570312
	Iteration 41Q: 3 clusters Score -701666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -701667.750000 Penalty: 4498.570312
	Iteration 42Q: 3 clusters Score -701667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -701667.750000 Penalty: 4498.570312
	Iteration 43F: 3 clusters Score -701667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -839506.500000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -839506.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -831354.875000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -831354.9 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -835033.312500 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -835033.3 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -837955.687500 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -837955.7 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -840701.937500 Penalty: 4608.243652
	Iteration 3F: 3 clusters Score -840701.9 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -842720.750000 Penalty: 4608.243652
	Iteration 4F: 3 clusters Score -842720.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -843630.437500 Penalty: 4608.243652
	Iteration 5F: 3 clusters Score -843630.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -843929.500000 Penalty: 4608.243652
	Iteration 6Q: 3 clusters Score -843929.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -844050.937500 Penalty: 4608.243652
	Iteration 7Q: 3 clusters Score -844050.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -844117.562500 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -844117.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -844167.250000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -844167.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -844206.000000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -844206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -844263.250000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -844263.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -844317.312500 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -844317.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -844377.812500 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -844377.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -844409.875000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -844409.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -844431.312500 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -844431.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -844447.250000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -844447.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -844456.062500 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -844456.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -844464.937500 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -844464.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -844464.500000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -844464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -844500.500000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -844500.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -844525.687500 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -844525.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -844543.250000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -844543.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -844551.750000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -844551.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -844557.187500 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -844557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -844558.687500 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -844558.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -844559.937500 Penalty: 4608.243652
	Iteration 26Q: 3 clusters Score -844559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -844559.875000 Penalty: 4608.243652
	Iteration 27Q: 3 clusters Score -844559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -844560.375000 Penalty: 4608.243652
	Iteration 28Q: 3 clusters Score -844560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -844559.937500 Penalty: 4608.243652
	Iteration 29Q: 3 clusters Score -844559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -844561.125000 Penalty: 4608.243652
	Iteration 30Q: 3 clusters Score -844561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -844561.625000 Penalty: 4608.243652
	Iteration 31Q: 3 clusters Score -844561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -844561.625000 Penalty: 4608.243652
	Iteration 32F: 3 clusters Score -844561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 418295 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 9309 members 
Mstep: Class 25 contains 4842 members 
Entering Unmasked Estep 
Score: -112891344.000000 Penalty: 87427.757812
Splitting cluster 14 changes total score from -112865912.000000 to -112891344.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (418295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418295 members 
Entering Unmasked Estep 
Score: -36688712.000000 Penalty: 3210.097656
	Iteration 0F: 2 clusters Score -3.668871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209091 members 
Mstep: Class 2 contains 209204 members 
Entering Unmasked Estep 
Score: -36405872.000000 Penalty: 6420.195312
	Iteration 0F: 3 clusters Score -3.640587e+07 nChanged 203665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209372 members 
Mstep: Class 2 contains 208923 members 
Entering Unmasked Estep 
Score: -36527868.000000 Penalty: 6420.195312
	Iteration 1F: 3 clusters Score -3.652787e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209294 members 
Mstep: Class 2 contains 209001 members 
Entering Unmasked Estep 
Score: -36530268.000000 Penalty: 6420.195312
	Iteration 2Q: 3 clusters Score -3.653027e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209249 members 
Mstep: Class 2 contains 209046 members 
Entering Unmasked Estep 
Score: -36534264.000000 Penalty: 6420.195312
	Iteration 3Q: 3 clusters Score -3.653426e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209617 members 
Mstep: Class 2 contains 208678 members 
Entering Unmasked Estep 
Score: -36541560.000000 Penalty: 6420.195312
	Iteration 4Q: 3 clusters Score -3.654156e+07 nChanged 19677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211050 members 
Mstep: Class 2 contains 207245 members 
Entering Unmasked Estep 
Score: -36552096.000000 Penalty: 6420.195312
	Iteration 5Q: 3 clusters Score -3.65521e+07 nChanged 24770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214828 members 
Mstep: Class 2 contains 203467 members 
Entering Unmasked Estep 
Score: -36568564.000000 Penalty: 6420.195312
	Iteration 6F: 3 clusters Score -3.656856e+07 nChanged 29367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221641 members 
Mstep: Class 2 contains 196654 members 
Entering Unmasked Estep 
Score: -36590440.000000 Penalty: 6420.195312
	Iteration 7F: 3 clusters Score -3.659044e+07 nChanged 30920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231757 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -36612584.000000 Penalty: 6420.195312
	Iteration 8F: 3 clusters Score -3.661258e+07 nChanged 27605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242632 members 
Mstep: Class 2 contains 175663 members 
Entering Unmasked Estep 
Score: -36630696.000000 Penalty: 6420.195312
	Iteration 9F: 3 clusters Score -3.66307e+07 nChanged 21423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252259 members 
Mstep: Class 2 contains 166036 members 
Entering Unmasked Estep 
Score: -36645308.000000 Penalty: 6420.195312
	Iteration 10F: 3 clusters Score -3.664531e+07 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260628 members 
Mstep: Class 2 contains 157667 members 
Entering Unmasked Estep 
Score: -36656988.000000 Penalty: 6420.195312
	Iteration 11Q: 3 clusters Score -3.665699e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268573 members 
Mstep: Class 2 contains 149722 members 
Entering Unmasked Estep 
Score: -36664680.000000 Penalty: 6420.195312
	Iteration 12Q: 3 clusters Score -3.666468e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276390 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -36669380.000000 Penalty: 6420.195312
	Iteration 13Q: 3 clusters Score -3.666938e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283680 members 
Mstep: Class 2 contains 134615 members 
Entering Unmasked Estep 
Score: -36672524.000000 Penalty: 6420.195312
	Iteration 14Q: 3 clusters Score -3.667252e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290489 members 
Mstep: Class 2 contains 127806 members 
Entering Unmasked Estep 
Score: -36675540.000000 Penalty: 6420.195312
	Iteration 15Q: 3 clusters Score -3.667554e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296801 members 
Mstep: Class 2 contains 121494 members 
Entering Unmasked Estep 
Score: -36678224.000000 Penalty: 6420.195312
	Iteration 16Q: 3 clusters Score -3.667822e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302673 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -36680436.000000 Penalty: 6420.195312
	Iteration 17Q: 3 clusters Score -3.668044e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308057 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -36682172.000000 Penalty: 6420.195312
	Iteration 18Q: 3 clusters Score -3.668217e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312855 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -36683708.000000 Penalty: 6420.195312
	Iteration 19Q: 3 clusters Score -3.668371e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317110 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -36685144.000000 Penalty: 6420.195312
	Iteration 20F: 3 clusters Score -3.668514e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320948 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -36686300.000000 Penalty: 6420.195312
	Iteration 21Q: 3 clusters Score -3.66863e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324369 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -36687060.000000 Penalty: 6420.195312
	Iteration 22Q: 3 clusters Score -3.668706e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327375 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -36687740.000000 Penalty: 6420.195312
	Iteration 23Q: 3 clusters Score -3.668774e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330081 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -36688428.000000 Penalty: 6420.195312
	Iteration 24Q: 3 clusters Score -3.668843e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332440 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -36688788.000000 Penalty: 6420.195312
	Iteration 25Q: 3 clusters Score -3.668879e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334408 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -36689116.000000 Penalty: 6420.195312
	Iteration 26Q: 3 clusters Score -3.668912e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336167 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -36689320.000000 Penalty: 6420.195312
	Iteration 27Q: 3 clusters Score -3.668932e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337708 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -36689484.000000 Penalty: 6420.195312
	Iteration 28Q: 3 clusters Score -3.668948e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339061 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -36689608.000000 Penalty: 6420.195312
	Iteration 29Q: 3 clusters Score -3.668961e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340311 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -36689844.000000 Penalty: 6420.195312
	Iteration 30Q: 3 clusters Score -3.668984e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341386 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -36689932.000000 Penalty: 6420.195312
	Iteration 31Q: 3 clusters Score -3.668993e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342320 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -36689840.000000 Penalty: 6420.195312
	Iteration 32Q: 3 clusters Score -3.668984e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343208 members 
Mstep: Class 2 contains 75087 members 
Entering Unmasked Estep 
Score: -36689904.000000 Penalty: 6420.195312
	Iteration 33Q: 3 clusters Score -3.66899e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343980 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -36690092.000000 Penalty: 6420.195312
	Iteration 34Q: 3 clusters Score -3.669009e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344671 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -36690136.000000 Penalty: 6420.195312
	Iteration 35Q: 3 clusters Score -3.669014e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345279 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -36690136.000000 Penalty: 6420.195312
	Iteration 36Q: 3 clusters Score -3.669014e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345807 members 
Mstep: Class 2 contains 72488 members 
Entering Unmasked Estep 
Score: -36690232.000000 Penalty: 6420.195312
	Iteration 37Q: 3 clusters Score -3.669023e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346225 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -36690312.000000 Penalty: 6420.195312
	Iteration 38Q: 3 clusters Score -3.669031e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346601 members 
Mstep: Class 2 contains 71694 members 
Entering Unmasked Estep 
Score: -36690352.000000 Penalty: 6420.195312
	Iteration 39Q: 3 clusters Score -3.669035e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346931 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -36690340.000000 Penalty: 6420.195312
	Iteration 40F: 3 clusters Score -3.669034e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347214 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -36690336.000000 Penalty: 6420.195312
	Iteration 41Q: 3 clusters Score -3.669034e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347464 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -36690300.000000 Penalty: 6420.195312
	Iteration 42Q: 3 clusters Score -3.66903e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347666 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -36690288.000000 Penalty: 6420.195312
	Iteration 43Q: 3 clusters Score -3.669029e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347864 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -36690264.000000 Penalty: 6420.195312
	Iteration 44Q: 3 clusters Score -3.669026e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348036 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -36690308.000000 Penalty: 6420.195312
	Iteration 45Q: 3 clusters Score -3.669031e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348203 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -36690308.000000 Penalty: 6420.195312
	Iteration 46Q: 3 clusters Score -3.669031e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348343 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -36690404.000000 Penalty: 6420.195312
	Iteration 47Q: 3 clusters Score -3.66904e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348468 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -36690396.000000 Penalty: 6420.195312
	Iteration 48Q: 3 clusters Score -3.66904e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348575 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -36690396.000000 Penalty: 6420.195312
	Iteration 49Q: 3 clusters Score -3.66904e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348681 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -36690404.000000 Penalty: 6420.195312
	Iteration 50Q: 3 clusters Score -3.66904e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348787 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -36690380.000000 Penalty: 6420.195312
	Iteration 51Q: 3 clusters Score -3.669038e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348879 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -36690368.000000 Penalty: 6420.195312
	Iteration 52Q: 3 clusters Score -3.669037e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348967 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -36690336.000000 Penalty: 6420.195312
	Iteration 53Q: 3 clusters Score -3.669034e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349041 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -36690376.000000 Penalty: 6420.195312
	Iteration 54Q: 3 clusters Score -3.669038e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349118 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -36690368.000000 Penalty: 6420.195312
	Iteration 55Q: 3 clusters Score -3.669037e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349181 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -36690376.000000 Penalty: 6420.195312
	Iteration 56Q: 3 clusters Score -3.669038e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349231 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -36690396.000000 Penalty: 6420.195312
	Iteration 57Q: 3 clusters Score -3.66904e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349272 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -36690356.000000 Penalty: 6420.195312
	Iteration 58Q: 3 clusters Score -3.669036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349314 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -36690320.000000 Penalty: 6420.195312
	Iteration 59Q: 3 clusters Score -3.669032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349360 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -36690320.000000 Penalty: 6420.195312
	Iteration 60F: 3 clusters Score -3.669032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349408 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -36690328.000000 Penalty: 6420.195312
	Iteration 61Q: 3 clusters Score -3.669033e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349452 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -36690340.000000 Penalty: 6420.195312
	Iteration 62Q: 3 clusters Score -3.669034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349489 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -36690280.000000 Penalty: 6420.195312
	Iteration 63Q: 3 clusters Score -3.669028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349523 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -36690304.000000 Penalty: 6420.195312
	Iteration 64Q: 3 clusters Score -3.66903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349564 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -36690292.000000 Penalty: 6420.195312
	Iteration 65Q: 3 clusters Score -3.669029e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349613 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -36690284.000000 Penalty: 6420.195312
	Iteration 66Q: 3 clusters Score -3.669028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349642 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -36690264.000000 Penalty: 6420.195312
	Iteration 67Q: 3 clusters Score -3.669026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349680 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -36690292.000000 Penalty: 6420.195312
	Iteration 68Q: 3 clusters Score -3.669029e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349711 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -36690284.000000 Penalty: 6420.195312
	Iteration 69Q: 3 clusters Score -3.669028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349737 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -36690264.000000 Penalty: 6420.195312
	Iteration 70Q: 3 clusters Score -3.669026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349764 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -36690272.000000 Penalty: 6420.195312
	Iteration 71Q: 3 clusters Score -3.669027e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349792 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -36690308.000000 Penalty: 6420.195312
	Iteration 72Q: 3 clusters Score -3.669031e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349818 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -36690276.000000 Penalty: 6420.195312
	Iteration 73Q: 3 clusters Score -3.669028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349850 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -36690280.000000 Penalty: 6420.195312
	Iteration 74Q: 3 clusters Score -3.669028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349873 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -36690284.000000 Penalty: 6420.195312
	Iteration 75Q: 3 clusters Score -3.669028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349894 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -36690320.000000 Penalty: 6420.195312
	Iteration 76Q: 3 clusters Score -3.669032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349914 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -36690272.000000 Penalty: 6420.195312
	Iteration 77Q: 3 clusters Score -3.669027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349936 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -36690320.000000 Penalty: 6420.195312
	Iteration 78Q: 3 clusters Score -3.669032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349955 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -36690312.000000 Penalty: 6420.195312
	Iteration 79Q: 3 clusters Score -3.669031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349968 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -36690328.000000 Penalty: 6420.195312
	Iteration 80F: 3 clusters Score -3.669033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349986 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -36690352.000000 Penalty: 6420.195312
	Iteration 81Q: 3 clusters Score -3.669035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349997 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -36690328.000000 Penalty: 6420.195312
	Iteration 82Q: 3 clusters Score -3.669033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350006 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -36690344.000000 Penalty: 6420.195312
	Iteration 83Q: 3 clusters Score -3.669034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350021 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -36690328.000000 Penalty: 6420.195312
	Iteration 84Q: 3 clusters Score -3.669033e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350036 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -36690324.000000 Penalty: 6420.195312
	Iteration 85Q: 3 clusters Score -3.669032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350047 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -36690352.000000 Penalty: 6420.195312
	Iteration 86Q: 3 clusters Score -3.669035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350063 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -36690320.000000 Penalty: 6420.195312
	Iteration 87Q: 3 clusters Score -3.669032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350079 members 
Mstep: Class 2 contains 68216 members 
Entering Unmasked Estep 
Score: -36690320.000000 Penalty: 6420.195312
	Iteration 88Q: 3 clusters Score -3.669032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350092 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -36690300.000000 Penalty: 6420.195312
	Iteration 89Q: 3 clusters Score -3.66903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350109 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -36690316.000000 Penalty: 6420.195312
	Iteration 90Q: 3 clusters Score -3.669032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350121 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -36690324.000000 Penalty: 6420.195312
	Iteration 91Q: 3 clusters Score -3.669032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350137 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -36690308.000000 Penalty: 6420.195312
	Iteration 92Q: 3 clusters Score -3.669031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350148 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -36690312.000000 Penalty: 6420.195312
	Iteration 93Q: 3 clusters Score -3.669031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350158 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -36690292.000000 Penalty: 6420.195312
	Iteration 94Q: 3 clusters Score -3.669029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350163 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -36690296.000000 Penalty: 6420.195312
	Iteration 95Q: 3 clusters Score -3.66903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350167 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -36690280.000000 Penalty: 6420.195312
	Iteration 96Q: 3 clusters Score -3.669028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350171 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -36690288.000000 Penalty: 6420.195312
	Iteration 97Q: 3 clusters Score -3.669029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350176 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -36690284.000000 Penalty: 6420.195312
	Iteration 98Q: 3 clusters Score -3.669028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350181 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -36690272.000000 Penalty: 6420.195312
	Iteration 99Q: 3 clusters Score -3.669027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350185 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -36690268.000000 Penalty: 6420.195312
	Iteration 100F: 3 clusters Score -3.669027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350187 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -36690260.000000 Penalty: 6420.195312
	Iteration 101Q: 3 clusters Score -3.669026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350190 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -36690256.000000 Penalty: 6420.195312
	Iteration 102Q: 3 clusters Score -3.669026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350192 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -36690260.000000 Penalty: 6420.195312
	Iteration 103Q: 3 clusters Score -3.669026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350193 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -36690248.000000 Penalty: 6420.195312
	Iteration 104Q: 3 clusters Score -3.669025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350194 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -36690256.000000 Penalty: 6420.195312
	Iteration 105Q: 3 clusters Score -3.669026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350195 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -36690256.000000 Penalty: 6420.195312
	Iteration 106Q: 3 clusters Score -3.669026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350195 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -36690256.000000 Penalty: 6420.195312
	Iteration 107F: 3 clusters Score -3.669026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 350195 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 9309 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 68100 members 
Entering Unmasked Estep 
Score: -112894192.000000 Penalty: 90924.867188
Splitting cluster 15 changes total score from -112865912.000000 to -112894192.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (18052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Entering Unmasked Estep 
Score: -1522921.125000 Penalty: 2430.650879
	Iteration 0F: 2 clusters Score -1522921 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 9002 members 
Entering Unmasked Estep 
Score: -1510123.250000 Penalty: 4861.301758
	Iteration 0F: 3 clusters Score -1510123 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1514484.125000 Penalty: 4861.301758
	Iteration 1F: 3 clusters Score -1514484 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1515150.125000 Penalty: 4861.301758
	Iteration 2F: 3 clusters Score -1515150 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1516147.750000 Penalty: 4861.301758
	Iteration 3F: 3 clusters Score -1516148 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1517701.875000 Penalty: 4861.301758
	Iteration 4F: 3 clusters Score -1517702 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1519676.625000 Penalty: 4861.301758
	Iteration 5F: 3 clusters Score -1519677 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1521303.750000 Penalty: 4861.301758
	Iteration 6F: 3 clusters Score -1521304 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1522104.375000 Penalty: 4861.301758
	Iteration 7F: 3 clusters Score -1522104 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1522426.000000 Penalty: 4861.301758
	Iteration 8Q: 3 clusters Score -1522426 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1522571.125000 Penalty: 4861.301758
	Iteration 9Q: 3 clusters Score -1522571 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1522665.250000 Penalty: 4861.301758
	Iteration 10Q: 3 clusters Score -1522665 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1522725.500000 Penalty: 4861.301758
	Iteration 11Q: 3 clusters Score -1522726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1522764.875000 Penalty: 4861.301758
	Iteration 12Q: 3 clusters Score -1522765 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1522813.500000 Penalty: 4861.301758
	Iteration 13Q: 3 clusters Score -1522814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1522865.625000 Penalty: 4861.301758
	Iteration 14Q: 3 clusters Score -1522866 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1522920.375000 Penalty: 4861.301758
	Iteration 15Q: 3 clusters Score -1522920 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1522997.750000 Penalty: 4861.301758
	Iteration 16Q: 3 clusters Score -1522998 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1523087.625000 Penalty: 4861.301758
	Iteration 17Q: 3 clusters Score -1523088 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1523177.625000 Penalty: 4861.301758
	Iteration 18Q: 3 clusters Score -1523178 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1523253.375000 Penalty: 4861.301758
	Iteration 19Q: 3 clusters Score -1523253 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1523351.125000 Penalty: 4861.301758
	Iteration 20F: 3 clusters Score -1523351 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1523449.500000 Penalty: 4861.301758
	Iteration 21Q: 3 clusters Score -1523450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1523546.000000 Penalty: 4861.301758
	Iteration 22Q: 3 clusters Score -1523546 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1523660.500000 Penalty: 4861.301758
	Iteration 23Q: 3 clusters Score -1523660 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1523774.375000 Penalty: 4861.301758
	Iteration 24Q: 3 clusters Score -1523774 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1523855.875000 Penalty: 4861.301758
	Iteration 25Q: 3 clusters Score -1523856 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1523906.000000 Penalty: 4861.301758
	Iteration 26Q: 3 clusters Score -1523906 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1523948.625000 Penalty: 4861.301758
	Iteration 27Q: 3 clusters Score -1523949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1523979.500000 Penalty: 4861.301758
	Iteration 28Q: 3 clusters Score -1523980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1523997.000000 Penalty: 4861.301758
	Iteration 29Q: 3 clusters Score -1523997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1524002.000000 Penalty: 4861.301758
	Iteration 30Q: 3 clusters Score -1524002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1524009.125000 Penalty: 4861.301758
	Iteration 31Q: 3 clusters Score -1524009 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1524023.125000 Penalty: 4861.301758
	Iteration 32Q: 3 clusters Score -1524023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1524033.125000 Penalty: 4861.301758
	Iteration 33Q: 3 clusters Score -1524033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1524036.125000 Penalty: 4861.301758
	Iteration 34Q: 3 clusters Score -1524036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1524042.500000 Penalty: 4861.301758
	Iteration 35Q: 3 clusters Score -1524042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1524042.375000 Penalty: 4861.301758
	Iteration 36Q: 3 clusters Score -1524042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1524048.625000 Penalty: 4861.301758
	Iteration 37Q: 3 clusters Score -1524049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1524052.875000 Penalty: 4861.301758
	Iteration 38Q: 3 clusters Score -1524053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1524061.625000 Penalty: 4861.301758
	Iteration 39Q: 3 clusters Score -1524062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1524068.250000 Penalty: 4861.301758
	Iteration 40F: 3 clusters Score -1524068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1524064.125000 Penalty: 4861.301758
	Iteration 41Q: 3 clusters Score -1524064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1524069.250000 Penalty: 4861.301758
	Iteration 42Q: 3 clusters Score -1524069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1524070.875000 Penalty: 4861.301758
	Iteration 43Q: 3 clusters Score -1524071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1524072.875000 Penalty: 4861.301758
	Iteration 44Q: 3 clusters Score -1524073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1524070.750000 Penalty: 4861.301758
	Iteration 45Q: 3 clusters Score -1524071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1524075.125000 Penalty: 4861.301758
	Iteration 46Q: 3 clusters Score -1524075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1524073.625000 Penalty: 4861.301758
	Iteration 47Q: 3 clusters Score -1524074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1524073.000000 Penalty: 4861.301758
	Iteration 48Q: 3 clusters Score -1524073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1524077.875000 Penalty: 4861.301758
	Iteration 49Q: 3 clusters Score -1524078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1524077.750000 Penalty: 4861.301758
	Iteration 50Q: 3 clusters Score -1524078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1524081.875000 Penalty: 4861.301758
	Iteration 51Q: 3 clusters Score -1524082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1524079.625000 Penalty: 4861.301758
	Iteration 52Q: 3 clusters Score -1524080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1524081.250000 Penalty: 4861.301758
	Iteration 53Q: 3 clusters Score -1524081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1524085.500000 Penalty: 4861.301758
	Iteration 54Q: 3 clusters Score -1524086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1524083.750000 Penalty: 4861.301758
	Iteration 55Q: 3 clusters Score -1524084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1524083.875000 Penalty: 4861.301758
	Iteration 56Q: 3 clusters Score -1524084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1524082.750000 Penalty: 4861.301758
	Iteration 57Q: 3 clusters Score -1524083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1524083.250000 Penalty: 4861.301758
	Iteration 58Q: 3 clusters Score -1524083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1524081.750000 Penalty: 4861.301758
	Iteration 59Q: 3 clusters Score -1524082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1524082.625000 Penalty: 4861.301758
	Iteration 60F: 3 clusters Score -1524083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 350195 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 34535 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 9309 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 68100 members 
Mstep: Class 27 contains 8721 members 
Entering Unmasked Estep 
Score: -112894208.000000 Penalty: 94421.976562
Splitting cluster 16 changes total score from -112865912.000000 to -112894208.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (34535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Entering Unmasked Estep 
Score: -2977427.750000 Penalty: 2591.532715
	Iteration 0F: 2 clusters Score -2977428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2953946.000000 Penalty: 5183.065430
	Iteration 0F: 3 clusters Score -2953946 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2962866.500000 Penalty: 5183.065430
	Iteration 1F: 3 clusters Score -2962866 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2964650.250000 Penalty: 5183.065430
	Iteration 2F: 3 clusters Score -2964650 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2968299.750000 Penalty: 5183.065430
	Iteration 3F: 3 clusters Score -2968300 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2974200.000000 Penalty: 5183.065430
	Iteration 4F: 3 clusters Score -2974200 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2979826.000000 Penalty: 5183.065430
	Iteration 5F: 3 clusters Score -2979826 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2982232.000000 Penalty: 5183.065430
	Iteration 6F: 3 clusters Score -2982232 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2983147.000000 Penalty: 5183.065430
	Iteration 7Q: 3 clusters Score -2983147 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2983546.500000 Penalty: 5183.065430
	Iteration 8Q: 3 clusters Score -2983546 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2983819.250000 Penalty: 5183.065430
	Iteration 9Q: 3 clusters Score -2983819 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2984028.000000 Penalty: 5183.065430
	Iteration 10Q: 3 clusters Score -2984028 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2984186.250000 Penalty: 5183.065430
	Iteration 11Q: 3 clusters Score -2984186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2984267.750000 Penalty: 5183.065430
	Iteration 12Q: 3 clusters Score -2984268 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2984329.750000 Penalty: 5183.065430
	Iteration 13Q: 3 clusters Score -2984330 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2984370.250000 Penalty: 5183.065430
	Iteration 14Q: 3 clusters Score -2984370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2984402.750000 Penalty: 5183.065430
	Iteration 15Q: 3 clusters Score -2984403 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2984415.500000 Penalty: 5183.065430
	Iteration 16Q: 3 clusters Score -2984416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2984428.500000 Penalty: 5183.065430
	Iteration 17Q: 3 clusters Score -2984428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2984441.250000 Penalty: 5183.065430
	Iteration 18Q: 3 clusters Score -2984441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2984431.750000 Penalty: 5183.065430
	Iteration 19Q: 3 clusters Score -2984432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2984428.750000 Penalty: 5183.065430
	Iteration 20F: 3 clusters Score -2984429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2984431.750000 Penalty: 5183.065430
	Iteration 21Q: 3 clusters Score -2984432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2984430.500000 Penalty: 5183.065430
	Iteration 22Q: 3 clusters Score -2984430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2984427.500000 Penalty: 5183.065430
	Iteration 23Q: 3 clusters Score -2984428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2984427.250000 Penalty: 5183.065430
	Iteration 24Q: 3 clusters Score -2984427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2984421.750000 Penalty: 5183.065430
	Iteration 25Q: 3 clusters Score -2984422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2984425.750000 Penalty: 5183.065430
	Iteration 26Q: 3 clusters Score -2984426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2984425.250000 Penalty: 5183.065430
	Iteration 27Q: 3 clusters Score -2984425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2984426.000000 Penalty: 5183.065430
	Iteration 28Q: 3 clusters Score -2984426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2984429.000000 Penalty: 5183.065430
	Iteration 29Q: 3 clusters Score -2984429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2984429.000000 Penalty: 5183.065430
	Iteration 30F: 3 clusters Score -2984429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 350195 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 30971 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 9309 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 68100 members 
Mstep: Class 27 contains 8721 members 
Mstep: Class 28 contains 3564 members 
Entering Unmasked Estep 
Score: -112900000.000000 Penalty: 97919.085938
Splitting cluster 17 changes total score from -112865912.000000 to -112900000.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -180047.296875 Penalty: 1880.266479
	Iteration 0F: 2 clusters Score -180047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177440.171875 Penalty: 3760.532959
	Iteration 0F: 3 clusters Score -177440.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -177896.046875 Penalty: 3760.532959
	Iteration 1F: 3 clusters Score -177896 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -178022.171875 Penalty: 3760.532959
	Iteration 2F: 3 clusters Score -178022.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -178086.234375 Penalty: 3760.532959
	Iteration 3Q: 3 clusters Score -178086.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -178119.937500 Penalty: 3760.532959
	Iteration 4Q: 3 clusters Score -178119.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -178143.078125 Penalty: 3760.532959
	Iteration 5Q: 3 clusters Score -178143.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -178155.000000 Penalty: 3760.532959
	Iteration 6Q: 3 clusters Score -178155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178161.656250 Penalty: 3760.532959
	Iteration 7Q: 3 clusters Score -178161.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -178165.484375 Penalty: 3760.532959
	Iteration 8Q: 3 clusters Score -178165.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -178168.156250 Penalty: 3760.532959
	Iteration 9Q: 3 clusters Score -178168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -178169.796875 Penalty: 3760.532959
	Iteration 10Q: 3 clusters Score -178169.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178173.718750 Penalty: 3760.532959
	Iteration 11Q: 3 clusters Score -178173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -178176.093750 Penalty: 3760.532959
	Iteration 12Q: 3 clusters Score -178176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -178176.796875 Penalty: 3760.532959
	Iteration 13Q: 3 clusters Score -178176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178178.828125 Penalty: 3760.532959
	Iteration 14Q: 3 clusters Score -178178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178179.703125 Penalty: 3760.532959
	Iteration 15Q: 3 clusters Score -178179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -178181.015625 Penalty: 3760.532959
	Iteration 16Q: 3 clusters Score -178181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -178182.796875 Penalty: 3760.532959
	Iteration 17Q: 3 clusters Score -178182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -178185.265625 Penalty: 3760.532959
	Iteration 18Q: 3 clusters Score -178185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -178187.218750 Penalty: 3760.532959
	Iteration 19Q: 3 clusters Score -178187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -178188.437500 Penalty: 3760.532959
	Iteration 20F: 3 clusters Score -178188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178188.531250 Penalty: 3760.532959
	Iteration 21Q: 3 clusters Score -178188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178189.671875 Penalty: 3760.532959
	Iteration 22Q: 3 clusters Score -178189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178189.671875 Penalty: 3760.532959
	Iteration 23F: 3 clusters Score -178189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Entering Unmasked Estep 
Score: -3317489.750000 Penalty: 2614.218018
	Iteration 0F: 2 clusters Score -3317490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3291907.750000 Penalty: 5228.436035
	Iteration 0F: 3 clusters Score -3291908 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3301541.000000 Penalty: 5228.436035
	Iteration 1F: 3 clusters Score -3301541 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3302417.250000 Penalty: 5228.436035
	Iteration 2F: 3 clusters Score -3302417 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3303388.250000 Penalty: 5228.436035
	Iteration 3F: 3 clusters Score -3303388 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3304540.000000 Penalty: 5228.436035
	Iteration 4F: 3 clusters Score -3304540 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3305697.500000 Penalty: 5228.436035
	Iteration 5F: 3 clusters Score -3305698 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3306681.500000 Penalty: 5228.436035
	Iteration 6F: 3 clusters Score -3306682 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3307476.250000 Penalty: 5228.436035
	Iteration 7Q: 3 clusters Score -3307476 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3308113.250000 Penalty: 5228.436035
	Iteration 8Q: 3 clusters Score -3308113 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3308602.000000 Penalty: 5228.436035
	Iteration 9Q: 3 clusters Score -3308602 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3309009.750000 Penalty: 5228.436035
	Iteration 10Q: 3 clusters Score -3309010 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3309352.250000 Penalty: 5228.436035
	Iteration 11Q: 3 clusters Score -3309352 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3309728.000000 Penalty: 5228.436035
	Iteration 12Q: 3 clusters Score -3309728 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -3310135.000000 Penalty: 5228.436035
	Iteration 13Q: 3 clusters Score -3310135 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3310615.250000 Penalty: 5228.436035
	Iteration 14Q: 3 clusters Score -3310615 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3311205.000000 Penalty: 5228.436035
	Iteration 15Q: 3 clusters Score -3311205 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3311944.250000 Penalty: 5228.436035
	Iteration 16Q: 3 clusters Score -3311944 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -3312714.750000 Penalty: 5228.436035
	Iteration 17Q: 3 clusters Score -3312715 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3313513.500000 Penalty: 5228.436035
	Iteration 18Q: 3 clusters Score -3313514 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3314251.500000 Penalty: 5228.436035
	Iteration 19Q: 3 clusters Score -3314252 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3314775.500000 Penalty: 5228.436035
	Iteration 20F: 3 clusters Score -3314776 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3315211.500000 Penalty: 5228.436035
	Iteration 21Q: 3 clusters Score -3315212 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3315588.000000 Penalty: 5228.436035
	Iteration 22Q: 3 clusters Score -3315588 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3315944.500000 Penalty: 5228.436035
	Iteration 23Q: 3 clusters Score -3315944 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3316250.250000 Penalty: 5228.436035
	Iteration 24Q: 3 clusters Score -3316250 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3316557.000000 Penalty: 5228.436035
	Iteration 25Q: 3 clusters Score -3316557 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3316819.750000 Penalty: 5228.436035
	Iteration 26Q: 3 clusters Score -3316820 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3317016.500000 Penalty: 5228.436035
	Iteration 27Q: 3 clusters Score -3317016 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3317128.250000 Penalty: 5228.436035
	Iteration 28Q: 3 clusters Score -3317128 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3317190.000000 Penalty: 5228.436035
	Iteration 29Q: 3 clusters Score -3317190 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3317229.500000 Penalty: 5228.436035
	Iteration 30Q: 3 clusters Score -3317230 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3317268.500000 Penalty: 5228.436035
	Iteration 31Q: 3 clusters Score -3317268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3317292.500000 Penalty: 5228.436035
	Iteration 32Q: 3 clusters Score -3317292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3317309.250000 Penalty: 5228.436035
	Iteration 33Q: 3 clusters Score -3317309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3317312.000000 Penalty: 5228.436035
	Iteration 34Q: 3 clusters Score -3317312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3317314.000000 Penalty: 5228.436035
	Iteration 35Q: 3 clusters Score -3317314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3317310.750000 Penalty: 5228.436035
	Iteration 36Q: 3 clusters Score -3317311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3317307.250000 Penalty: 5228.436035
	Iteration 37Q: 3 clusters Score -3317307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3317307.250000 Penalty: 5228.436035
	Iteration 38Q: 3 clusters Score -3317307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3317310.000000 Penalty: 5228.436035
	Iteration 39Q: 3 clusters Score -3317310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3317311.750000 Penalty: 5228.436035
	Iteration 40F: 3 clusters Score -3317312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3317312.250000 Penalty: 5228.436035
	Iteration 41Q: 3 clusters Score -3317312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3317313.250000 Penalty: 5228.436035
	Iteration 42Q: 3 clusters Score -3317313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3317313.750000 Penalty: 5228.436035
	Iteration 43Q: 3 clusters Score -3317314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3317313.750000 Penalty: 5228.436035
	Iteration 44F: 3 clusters Score -3317314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Entering Unmasked Estep 
Score: -2949378.250000 Penalty: 2597.239990
	Iteration 0F: 2 clusters Score -2949378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2925366.750000 Penalty: 5194.479980
	Iteration 0F: 3 clusters Score -2925367 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2934827.250000 Penalty: 5194.479980
	Iteration 1F: 3 clusters Score -2934827 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2936316.250000 Penalty: 5194.479980
	Iteration 2F: 3 clusters Score -2936316 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2938828.250000 Penalty: 5194.479980
	Iteration 3F: 3 clusters Score -2938828 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2942683.750000 Penalty: 5194.479980
	Iteration 4F: 3 clusters Score -2942684 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2946783.250000 Penalty: 5194.479980
	Iteration 5F: 3 clusters Score -2946783 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2950407.750000 Penalty: 5194.479980
	Iteration 6F: 3 clusters Score -2950408 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -2952201.000000 Penalty: 5194.479980
	Iteration 7F: 3 clusters Score -2952201 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2952818.500000 Penalty: 5194.479980
	Iteration 8Q: 3 clusters Score -2952818 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2953089.000000 Penalty: 5194.479980
	Iteration 9Q: 3 clusters Score -2953089 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2953272.250000 Penalty: 5194.479980
	Iteration 10Q: 3 clusters Score -2953272 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2953423.500000 Penalty: 5194.479980
	Iteration 11Q: 3 clusters Score -2953424 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2953531.750000 Penalty: 5194.479980
	Iteration 12Q: 3 clusters Score -2953532 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2953619.250000 Penalty: 5194.479980
	Iteration 13Q: 3 clusters Score -2953619 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2953692.000000 Penalty: 5194.479980
	Iteration 14Q: 3 clusters Score -2953692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2953731.000000 Penalty: 5194.479980
	Iteration 15Q: 3 clusters Score -2953731 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2953786.750000 Penalty: 5194.479980
	Iteration 16Q: 3 clusters Score -2953787 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2953848.250000 Penalty: 5194.479980
	Iteration 17Q: 3 clusters Score -2953848 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2953898.750000 Penalty: 5194.479980
	Iteration 18Q: 3 clusters Score -2953899 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2953935.000000 Penalty: 5194.479980
	Iteration 19Q: 3 clusters Score -2953935 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2953975.250000 Penalty: 5194.479980
	Iteration 20F: 3 clusters Score -2953975 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2954026.250000 Penalty: 5194.479980
	Iteration 21Q: 3 clusters Score -2954026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2954066.750000 Penalty: 5194.479980
	Iteration 22Q: 3 clusters Score -2954067 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2954094.750000 Penalty: 5194.479980
	Iteration 23Q: 3 clusters Score -2954095 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2954120.500000 Penalty: 5194.479980
	Iteration 24Q: 3 clusters Score -2954120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2954136.750000 Penalty: 5194.479980
	Iteration 25Q: 3 clusters Score -2954137 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2954176.000000 Penalty: 5194.479980
	Iteration 26Q: 3 clusters Score -2954176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2954187.250000 Penalty: 5194.479980
	Iteration 27Q: 3 clusters Score -2954187 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2954187.500000 Penalty: 5194.479980
	Iteration 28Q: 3 clusters Score -2954188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2954215.000000 Penalty: 5194.479980
	Iteration 29Q: 3 clusters Score -2954215 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2954223.000000 Penalty: 5194.479980
	Iteration 30Q: 3 clusters Score -2954223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2954236.500000 Penalty: 5194.479980
	Iteration 31Q: 3 clusters Score -2954236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2954243.000000 Penalty: 5194.479980
	Iteration 32Q: 3 clusters Score -2954243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2954243.250000 Penalty: 5194.479980
	Iteration 33Q: 3 clusters Score -2954243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2954248.000000 Penalty: 5194.479980
	Iteration 34Q: 3 clusters Score -2954248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2954248.250000 Penalty: 5194.479980
	Iteration 35Q: 3 clusters Score -2954248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2954248.000000 Penalty: 5194.479980
	Iteration 36Q: 3 clusters Score -2954248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2954251.750000 Penalty: 5194.479980
	Iteration 37Q: 3 clusters Score -2954252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2954254.250000 Penalty: 5194.479980
	Iteration 38Q: 3 clusters Score -2954254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2954253.000000 Penalty: 5194.479980
	Iteration 39Q: 3 clusters Score -2954253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2954261.750000 Penalty: 5194.479980
	Iteration 40F: 3 clusters Score -2954262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2954260.250000 Penalty: 5194.479980
	Iteration 41Q: 3 clusters Score -2954260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2954257.000000 Penalty: 5194.479980
	Iteration 42Q: 3 clusters Score -2954257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2954257.750000 Penalty: 5194.479980
	Iteration 43Q: 3 clusters Score -2954258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2954257.500000 Penalty: 5194.479980
	Iteration 44Q: 3 clusters Score -2954258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2954258.500000 Penalty: 5194.479980
	Iteration 45Q: 3 clusters Score -2954258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2954255.500000 Penalty: 5194.479980
	Iteration 46Q: 3 clusters Score -2954256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2954256.000000 Penalty: 5194.479980
	Iteration 47Q: 3 clusters Score -2954256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2954255.000000 Penalty: 5194.479980
	Iteration 48Q: 3 clusters Score -2954255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2954257.250000 Penalty: 5194.479980
	Iteration 49Q: 3 clusters Score -2954257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2954256.000000 Penalty: 5194.479980
	Iteration 50Q: 3 clusters Score -2954256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2954261.750000 Penalty: 5194.479980
	Iteration 51Q: 3 clusters Score -2954262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2954265.250000 Penalty: 5194.479980
	Iteration 52Q: 3 clusters Score -2954265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2954259.750000 Penalty: 5194.479980
	Iteration 53Q: 3 clusters Score -2954260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2954253.750000 Penalty: 5194.479980
	Iteration 54Q: 3 clusters Score -2954254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2954256.750000 Penalty: 5194.479980
	Iteration 55Q: 3 clusters Score -2954257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2954257.500000 Penalty: 5194.479980
	Iteration 56Q: 3 clusters Score -2954258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2954257.500000 Penalty: 5194.479980
	Iteration 57F: 3 clusters Score -2954258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 350195 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 30971 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 15601 members 
Mstep: Class 21 contains 17242 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 9309 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 68100 members 
Mstep: Class 27 contains 8721 members 
Mstep: Class 28 contains 3564 members 
Mstep: Class 29 contains 19738 members 
Entering Unmasked Estep 
Score: -112904232.000000 Penalty: 101416.195312
Splitting cluster 20 changes total score from -112865912.000000 to -112904232.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (17242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Entering Unmasked Estep 
Score: -1418643.375000 Penalty: 2419.265625
	Iteration 0F: 2 clusters Score -1418643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1406371.750000 Penalty: 4838.531250
	Iteration 0F: 3 clusters Score -1406372 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1412868.375000 Penalty: 4838.531250
	Iteration 1F: 3 clusters Score -1412868 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1416424.000000 Penalty: 4838.531250
	Iteration 2F: 3 clusters Score -1416424 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1418703.750000 Penalty: 4838.531250
	Iteration 3F: 3 clusters Score -1418704 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1420085.250000 Penalty: 4838.531250
	Iteration 4F: 3 clusters Score -1420085 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1420805.875000 Penalty: 4838.531250
	Iteration 5F: 3 clusters Score -1420806 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1421156.625000 Penalty: 4838.531250
	Iteration 6Q: 3 clusters Score -1421157 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1421327.000000 Penalty: 4838.531250
	Iteration 7Q: 3 clusters Score -1421327 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1421416.375000 Penalty: 4838.531250
	Iteration 8Q: 3 clusters Score -1421416 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1421482.500000 Penalty: 4838.531250
	Iteration 9Q: 3 clusters Score -1421482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1421566.500000 Penalty: 4838.531250
	Iteration 10Q: 3 clusters Score -1421566 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1421646.000000 Penalty: 4838.531250
	Iteration 11Q: 3 clusters Score -1421646 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1421731.125000 Penalty: 4838.531250
	Iteration 12Q: 3 clusters Score -1421731 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1421824.125000 Penalty: 4838.531250
	Iteration 13Q: 3 clusters Score -1421824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1421942.875000 Penalty: 4838.531250
	Iteration 14Q: 3 clusters Score -1421943 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1422037.000000 Penalty: 4838.531250
	Iteration 15Q: 3 clusters Score -1422037 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1422124.625000 Penalty: 4838.531250
	Iteration 16Q: 3 clusters Score -1422125 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1422225.250000 Penalty: 4838.531250
	Iteration 17Q: 3 clusters Score -1422225 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1422346.625000 Penalty: 4838.531250
	Iteration 18Q: 3 clusters Score -1422347 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1422544.250000 Penalty: 4838.531250
	Iteration 19Q: 3 clusters Score -1422544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1423021.875000 Penalty: 4838.531250
	Iteration 20F: 3 clusters Score -1423022 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1423940.250000 Penalty: 4838.531250
	Iteration 21Q: 3 clusters Score -1423940 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1424094.125000 Penalty: 4838.531250
	Iteration 22Q: 3 clusters Score -1424094 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1424127.875000 Penalty: 4838.531250
	Iteration 23Q: 3 clusters Score -1424128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1424141.000000 Penalty: 4838.531250
	Iteration 24Q: 3 clusters Score -1424141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1424138.625000 Penalty: 4838.531250
	Iteration 25Q: 3 clusters Score -1424139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1424142.250000 Penalty: 4838.531250
	Iteration 26Q: 3 clusters Score -1424142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1424141.375000 Penalty: 4838.531250
	Iteration 27Q: 3 clusters Score -1424141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1424144.750000 Penalty: 4838.531250
	Iteration 28Q: 3 clusters Score -1424145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1424143.375000 Penalty: 4838.531250
	Iteration 29Q: 3 clusters Score -1424143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1424143.375000 Penalty: 4838.531250
	Iteration 30F: 3 clusters Score -1424143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 33913 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 350195 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 30971 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 15601 members 
Mstep: Class 21 contains 13142 members 
Mstep: Class 22 contains 13075 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 9309 members 
Mstep: Class 25 contains 4842 members 
Mstep: Class 26 contains 68100 members 
Mstep: Class 27 contains 8721 members 
Mstep: Class 28 contains 3564 members 
Mstep: Class 29 contains 19738 members 
Mstep: Class 30 contains 4100 members 
Entering Unmasked Estep 
Score: -112908304.000000 Penalty: 104913.304688
Splitting cluster 21 changes total score from -112865912.000000 to -112908304.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 398832 members 
Mstep: Class 2 contains 53340 members 
Mstep: Class 3 contains 17112 members 
Mstep: Class 4 contains 10812 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 22111 members 
Mstep: Class 7 contains 22901 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 350195 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 30971 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 37843 members 
Mstep: Class 20 contains 15601 members 
Mstep: Class 21 contains 13142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112928296.000000 Penalty: 104913.304688
Iteration 39Q: 31 clusters Score -1.129283e+08 nChanged 28912
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 399786 members 
Mstep: Class 2 contains 53502 members 
Mstep: Class 3 contains 16814 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 22700 members 
Mstep: Class 6 contains 21825 members 
Mstep: Class 7 contains 23172 members 
Mstep: Class 8 contains 6373 members 
Mstep: Class 9 contains 21732 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 103746 members 
Mstep: Class 12 contains 33135 members 
Mstep: Class 13 contains 8898 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 347395 members 
Mstep: Class 16 contains 9346 members 
Mstep: Class 17 contains 31873 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 19 contains 37767 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 12945 members 
Mstep: Class 22 contains 12978 members 
Mstep: Class 23 contains 10169 members 
Mstep: Class 24 contains 9324 members 
Mstep: Class 25 contains 4011 members 
Mstep: Class 26 contains 67490 members 
Mstep: Class 27 contains 8390 members 
Mstep: Class 28 contains 3551 members 
Mstep: Class 29 contains 19492 members 
Mstep: Class 30 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112946584.000000 Penalty: 104913.304688
Iteration 40F: 31 clusters Score -1.129466e+08 nChanged 22909
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 402707 members 
Mstep: Class 2 contains 52986 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 10586 members 
Mstep: Class 5 contains 23152 members 
Mstep: Class 6 contains 21293 members 
Mstep: Class 7 contains 22936 members 
Mstep: Class 8 contains 6946 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 104063 members 
Mstep: Class 12 contains 32787 members 
Mstep: Class 13 contains 8879 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 345895 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 31920 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 37439 members 
Mstep: Class 20 contains 15038 members 
Mstep: Class 21 contains 12257 members 
Mstep: Class 22 contains 13849 members 
Mstep: Class 23 contains 11528 members 
Mstep: Class 24 contains 9930 members 
Mstep: Class 25 contains 3702 members 
Mstep: Class 26 contains 68780 members 
Mstep: Class 27 contains 8561 members 
Mstep: Class 28 contains 3647 members 
Mstep: Class 29 contains 19853 members 
Mstep: Class 30 contains 4257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112956456.000000 Penalty: 104913.304688
Iteration 41Q: 31 clusters Score -1.129565e+08 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 405081 members 
Mstep: Class 2 contains 52597 members 
Mstep: Class 3 contains 15755 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 23644 members 
Mstep: Class 6 contains 20832 members 
Mstep: Class 7 contains 22665 members 
Mstep: Class 8 contains 7320 members 
Mstep: Class 9 contains 16733 members 
Mstep: Class 10 contains 5314 members 
Mstep: Class 11 contains 104252 members 
Mstep: Class 12 contains 32527 members 
Mstep: Class 13 contains 8823 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 344895 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 31969 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 14759 members 
Mstep: Class 21 contains 11747 members 
Mstep: Class 22 contains 14393 members 
Mstep: Class 23 contains 12587 members 
Mstep: Class 24 contains 10125 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 69703 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 20077 members 
Mstep: Class 30 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962448.000000 Penalty: 104913.304688
Iteration 42Q: 31 clusters Score -1.129624e+08 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 406906 members 
Mstep: Class 2 contains 52320 members 
Mstep: Class 3 contains 15310 members 
Mstep: Class 4 contains 10379 members 
Mstep: Class 5 contains 24129 members 
Mstep: Class 6 contains 20441 members 
Mstep: Class 7 contains 22368 members 
Mstep: Class 8 contains 7604 members 
Mstep: Class 9 contains 15552 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 104350 members 
Mstep: Class 12 contains 32354 members 
Mstep: Class 13 contains 8778 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 344048 members 
Mstep: Class 16 contains 9464 members 
Mstep: Class 17 contains 31955 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 36854 members 
Mstep: Class 20 contains 14544 members 
Mstep: Class 21 contains 11317 members 
Mstep: Class 22 contains 14767 members 
Mstep: Class 23 contains 13295 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 3423 members 
Mstep: Class 26 contains 70497 members 
Mstep: Class 27 contains 8737 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 20199 members 
Mstep: Class 30 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112966368.000000 Penalty: 104913.304688
Iteration 43Q: 31 clusters Score -1.129664e+08 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 408300 members 
Mstep: Class 2 contains 52113 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 10321 members 
Mstep: Class 5 contains 24510 members 
Mstep: Class 6 contains 20142 members 
Mstep: Class 7 contains 22061 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 14894 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 104398 members 
Mstep: Class 12 contains 32254 members 
Mstep: Class 13 contains 8760 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 343219 members 
Mstep: Class 16 contains 9538 members 
Mstep: Class 17 contains 31947 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 36614 members 
Mstep: Class 20 contains 14350 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 15049 members 
Mstep: Class 23 contains 13771 members 
Mstep: Class 24 contains 10236 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 71213 members 
Mstep: Class 27 contains 8744 members 
Mstep: Class 28 contains 3739 members 
Mstep: Class 29 contains 20261 members 
Mstep: Class 30 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112968712.000000 Penalty: 104913.304688
Iteration 44Q: 31 clusters Score -1.129687e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 409331 members 
Mstep: Class 2 contains 51968 members 
Mstep: Class 3 contains 14671 members 
Mstep: Class 4 contains 10279 members 
Mstep: Class 5 contains 24823 members 
Mstep: Class 6 contains 19891 members 
Mstep: Class 7 contains 21746 members 
Mstep: Class 8 contains 8028 members 
Mstep: Class 9 contains 14671 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 104404 members 
Mstep: Class 12 contains 32123 members 
Mstep: Class 13 contains 8758 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 342442 members 
Mstep: Class 16 contains 9622 members 
Mstep: Class 17 contains 31967 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 19 contains 36397 members 
Mstep: Class 20 contains 14216 members 
Mstep: Class 21 contains 10678 members 
Mstep: Class 22 contains 15259 members 
Mstep: Class 23 contains 14091 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 3344 members 
Mstep: Class 26 contains 71859 members 
Mstep: Class 27 contains 8786 members 
Mstep: Class 28 contains 3748 members 
Mstep: Class 29 contains 20306 members 
Mstep: Class 30 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112970312.000000 Penalty: 104913.304688
Iteration 45Q: 31 clusters Score -1.129703e+08 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 410097 members 
Mstep: Class 2 contains 51875 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 10232 members 
Mstep: Class 5 contains 25045 members 
Mstep: Class 6 contains 19708 members 
Mstep: Class 7 contains 21493 members 
Mstep: Class 8 contains 8190 members 
Mstep: Class 9 contains 14686 members 
Mstep: Class 10 contains 4827 members 
Mstep: Class 11 contains 104395 members 
Mstep: Class 12 contains 32022 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 341751 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 31974 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 36200 members 
Mstep: Class 20 contains 14113 members 
Mstep: Class 21 contains 10461 members 
Mstep: Class 22 contains 15424 members 
Mstep: Class 23 contains 14305 members 
Mstep: Class 24 contains 10163 members 
Mstep: Class 25 contains 3332 members 
Mstep: Class 26 contains 72423 members 
Mstep: Class 27 contains 8810 members 
Mstep: Class 28 contains 3758 members 
Mstep: Class 29 contains 20333 members 
Mstep: Class 30 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112971976.000000 Penalty: 104913.304688
Iteration 46Q: 31 clusters Score -1.12972e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 410659 members 
Mstep: Class 2 contains 51831 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 10178 members 
Mstep: Class 5 contains 25222 members 
Mstep: Class 6 contains 19566 members 
Mstep: Class 7 contains 21271 members 
Mstep: Class 8 contains 8361 members 
Mstep: Class 9 contains 14803 members 
Mstep: Class 10 contains 4784 members 
Mstep: Class 11 contains 104403 members 
Mstep: Class 12 contains 31949 members 
Mstep: Class 13 contains 8752 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 341076 members 
Mstep: Class 16 contains 9809 members 
Mstep: Class 17 contains 31964 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 36031 members 
Mstep: Class 20 contains 14040 members 
Mstep: Class 21 contains 10256 members 
Mstep: Class 22 contains 15574 members 
Mstep: Class 23 contains 14463 members 
Mstep: Class 24 contains 10067 members 
Mstep: Class 25 contains 3329 members 
Mstep: Class 26 contains 72934 members 
Mstep: Class 27 contains 8810 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 20340 members 
Mstep: Class 30 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112972536.000000 Penalty: 104913.304688
Iteration 47Q: 31 clusters Score -1.129725e+08 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 411058 members 
Mstep: Class 2 contains 51787 members 
Mstep: Class 3 contains 14104 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 25407 members 
Mstep: Class 6 contains 19418 members 
Mstep: Class 7 contains 21120 members 
Mstep: Class 8 contains 8509 members 
Mstep: Class 9 contains 14931 members 
Mstep: Class 10 contains 4769 members 
Mstep: Class 11 contains 104384 members 
Mstep: Class 12 contains 31890 members 
Mstep: Class 13 contains 8768 members 
Mstep: Class 14 contains 6030 members 
Mstep: Class 15 contains 340529 members 
Mstep: Class 16 contains 9895 members 
Mstep: Class 17 contains 31941 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 35921 members 
Mstep: Class 20 contains 13950 members 
Mstep: Class 21 contains 10090 members 
Mstep: Class 22 contains 15693 members 
Mstep: Class 23 contains 14578 members 
Mstep: Class 24 contains 9944 members 
Mstep: Class 25 contains 3327 members 
Mstep: Class 26 contains 73377 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3776 members 
Mstep: Class 29 contains 20352 members 
Mstep: Class 30 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112973848.000000 Penalty: 104913.304688
Iteration 48Q: 31 clusters Score -1.129738e+08 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 411383 members 
Mstep: Class 2 contains 51749 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 25560 members 
Mstep: Class 6 contains 19306 members 
Mstep: Class 7 contains 21003 members 
Mstep: Class 8 contains 8618 members 
Mstep: Class 9 contains 15076 members 
Mstep: Class 10 contains 4787 members 
Mstep: Class 11 contains 104375 members 
Mstep: Class 12 contains 31855 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 339990 members 
Mstep: Class 16 contains 9990 members 
Mstep: Class 17 contains 31933 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 35849 members 
Mstep: Class 20 contains 13879 members 
Mstep: Class 21 contains 9926 members 
Mstep: Class 22 contains 15787 members 
Mstep: Class 23 contains 14633 members 
Mstep: Class 24 contains 9874 members 
Mstep: Class 25 contains 3341 members 
Mstep: Class 26 contains 73767 members 
Mstep: Class 27 contains 8850 members 
Mstep: Class 28 contains 3784 members 
Mstep: Class 29 contains 20357 members 
Mstep: Class 30 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112974760.000000 Penalty: 104913.304688
Iteration 49Q: 31 clusters Score -1.129748e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 411654 members 
Mstep: Class 2 contains 51719 members 
Mstep: Class 3 contains 13848 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 25694 members 
Mstep: Class 6 contains 19214 members 
Mstep: Class 7 contains 20850 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 15260 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 104353 members 
Mstep: Class 12 contains 31849 members 
Mstep: Class 13 contains 8800 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 339488 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 31936 members 
Mstep: Class 18 contains 1854 members 
Mstep: Class 19 contains 35789 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 9788 members 
Mstep: Class 22 contains 15874 members 
Mstep: Class 23 contains 14684 members 
Mstep: Class 24 contains 9798 members 
Mstep: Class 25 contains 3384 members 
Mstep: Class 26 contains 74117 members 
Mstep: Class 27 contains 8880 members 
Mstep: Class 28 contains 3790 members 
Mstep: Class 29 contains 20344 members 
Mstep: Class 30 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112976216.000000 Penalty: 104913.304688
Iteration 50Q: 31 clusters Score -1.129762e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 411884 members 
Mstep: Class 2 contains 51706 members 
Mstep: Class 3 contains 13780 members 
Mstep: Class 4 contains 10041 members 
Mstep: Class 5 contains 25828 members 
Mstep: Class 6 contains 19109 members 
Mstep: Class 7 contains 20728 members 
Mstep: Class 8 contains 8742 members 
Mstep: Class 9 contains 15431 members 
Mstep: Class 10 contains 4836 members 
Mstep: Class 11 contains 104347 members 
Mstep: Class 12 contains 31861 members 
Mstep: Class 13 contains 8784 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 339024 members 
Mstep: Class 16 contains 10178 members 
Mstep: Class 17 contains 31924 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 35750 members 
Mstep: Class 20 contains 13686 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 15971 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 3421 members 
Mstep: Class 26 contains 74405 members 
Mstep: Class 27 contains 8886 members 
Mstep: Class 28 contains 3800 members 
Mstep: Class 29 contains 20348 members 
Mstep: Class 30 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112978880.000000 Penalty: 104913.304688
Iteration 51Q: 31 clusters Score -1.129789e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 412076 members 
Mstep: Class 2 contains 51689 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 5 contains 25945 members 
Mstep: Class 6 contains 19016 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 8790 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 104341 members 
Mstep: Class 12 contains 31911 members 
Mstep: Class 13 contains 8790 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 338650 members 
Mstep: Class 16 contains 10261 members 
Mstep: Class 17 contains 31916 members 
Mstep: Class 18 contains 1903 members 
Mstep: Class 19 contains 35706 members 
Mstep: Class 20 contains 13579 members 
Mstep: Class 21 contains 9583 members 
Mstep: Class 22 contains 16048 members 
Mstep: Class 23 contains 14780 members 
Mstep: Class 24 contains 9672 members 
Mstep: Class 25 contains 3280 members 
Mstep: Class 26 contains 74629 members 
Mstep: Class 27 contains 8900 members 
Mstep: Class 28 contains 3808 members 
Mstep: Class 29 contains 20330 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979592.000000 Penalty: 104913.304688
Iteration 52Q: 31 clusters Score -1.129796e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412215 members 
Mstep: Class 2 contains 51676 members 
Mstep: Class 3 contains 13689 members 
Mstep: Class 4 contains 9983 members 
Mstep: Class 5 contains 26041 members 
Mstep: Class 6 contains 18925 members 
Mstep: Class 7 contains 20449 members 
Mstep: Class 8 contains 8816 members 
Mstep: Class 9 contains 15758 members 
Mstep: Class 10 contains 4929 members 
Mstep: Class 11 contains 104330 members 
Mstep: Class 12 contains 31944 members 
Mstep: Class 13 contains 8826 members 
Mstep: Class 14 contains 5941 members 
Mstep: Class 15 contains 338339 members 
Mstep: Class 16 contains 10347 members 
Mstep: Class 17 contains 31893 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 19 contains 35672 members 
Mstep: Class 20 contains 13487 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 16107 members 
Mstep: Class 23 contains 14831 members 
Mstep: Class 24 contains 9625 members 
Mstep: Class 25 contains 3179 members 
Mstep: Class 26 contains 74789 members 
Mstep: Class 27 contains 8907 members 
Mstep: Class 28 contains 3814 members 
Mstep: Class 29 contains 20318 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979776.000000 Penalty: 104913.304688
Iteration 53Q: 31 clusters Score -1.129798e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412324 members 
Mstep: Class 2 contains 51676 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 9969 members 
Mstep: Class 5 contains 26124 members 
Mstep: Class 6 contains 18825 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 8833 members 
Mstep: Class 9 contains 15930 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 104321 members 
Mstep: Class 12 contains 31995 members 
Mstep: Class 13 contains 8848 members 
Mstep: Class 14 contains 5971 members 
Mstep: Class 15 contains 338038 members 
Mstep: Class 16 contains 10441 members 
Mstep: Class 17 contains 31877 members 
Mstep: Class 18 contains 1951 members 
Mstep: Class 19 contains 35648 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 9465 members 
Mstep: Class 22 contains 16189 members 
Mstep: Class 23 contains 14851 members 
Mstep: Class 24 contains 9590 members 
Mstep: Class 25 contains 3115 members 
Mstep: Class 26 contains 74947 members 
Mstep: Class 27 contains 8869 members 
Mstep: Class 28 contains 3824 members 
Mstep: Class 29 contains 20300 members 
Mstep: Class 30 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979792.000000 Penalty: 104913.304688
Iteration 54Q: 31 clusters Score -1.129798e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412401 members 
Mstep: Class 2 contains 51672 members 
Mstep: Class 3 contains 13657 members 
Mstep: Class 4 contains 9961 members 
Mstep: Class 5 contains 26204 members 
Mstep: Class 6 contains 18750 members 
Mstep: Class 7 contains 20226 members 
Mstep: Class 8 contains 8845 members 
Mstep: Class 9 contains 16059 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 104300 members 
Mstep: Class 12 contains 32044 members 
Mstep: Class 13 contains 8870 members 
Mstep: Class 14 contains 5994 members 
Mstep: Class 15 contains 337781 members 
Mstep: Class 16 contains 10543 members 
Mstep: Class 17 contains 31860 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 35627 members 
Mstep: Class 20 contains 13323 members 
Mstep: Class 21 contains 9420 members 
Mstep: Class 22 contains 16243 members 
Mstep: Class 23 contains 14877 members 
Mstep: Class 24 contains 9530 members 
Mstep: Class 25 contains 3071 members 
Mstep: Class 26 contains 75089 members 
Mstep: Class 27 contains 8835 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 20293 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980272.000000 Penalty: 104913.304688
Iteration 55Q: 31 clusters Score -1.129803e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412467 members 
Mstep: Class 2 contains 51665 members 
Mstep: Class 3 contains 13672 members 
Mstep: Class 4 contains 9945 members 
Mstep: Class 5 contains 26274 members 
Mstep: Class 6 contains 18686 members 
Mstep: Class 7 contains 20139 members 
Mstep: Class 8 contains 8863 members 
Mstep: Class 9 contains 16170 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 104291 members 
Mstep: Class 12 contains 32099 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 14 contains 6004 members 
Mstep: Class 15 contains 337549 members 
Mstep: Class 16 contains 10626 members 
Mstep: Class 17 contains 31846 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 35604 members 
Mstep: Class 20 contains 13237 members 
Mstep: Class 21 contains 9389 members 
Mstep: Class 22 contains 16297 members 
Mstep: Class 23 contains 14904 members 
Mstep: Class 24 contains 9496 members 
Mstep: Class 25 contains 3042 members 
Mstep: Class 26 contains 75204 members 
Mstep: Class 27 contains 8793 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 20296 members 
Mstep: Class 30 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980480.000000 Penalty: 104913.304688
Iteration 56Q: 31 clusters Score -1.129805e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412512 members 
Mstep: Class 2 contains 51664 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 9927 members 
Mstep: Class 5 contains 26357 members 
Mstep: Class 6 contains 18612 members 
Mstep: Class 7 contains 20022 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 16296 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 104287 members 
Mstep: Class 12 contains 32126 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 6010 members 
Mstep: Class 15 contains 337337 members 
Mstep: Class 16 contains 10712 members 
Mstep: Class 17 contains 31841 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 35585 members 
Mstep: Class 20 contains 13168 members 
Mstep: Class 21 contains 9361 members 
Mstep: Class 22 contains 16352 members 
Mstep: Class 23 contains 14924 members 
Mstep: Class 24 contains 9472 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 75315 members 
Mstep: Class 27 contains 8762 members 
Mstep: Class 28 contains 3838 members 
Mstep: Class 29 contains 20282 members 
Mstep: Class 30 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980392.000000 Penalty: 104913.304688
Iteration 57Q: 31 clusters Score -1.129804e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412575 members 
Mstep: Class 2 contains 51664 members 
Mstep: Class 3 contains 13694 members 
Mstep: Class 4 contains 9903 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 18538 members 
Mstep: Class 7 contains 19900 members 
Mstep: Class 8 contains 8922 members 
Mstep: Class 9 contains 16394 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 104286 members 
Mstep: Class 12 contains 32170 members 
Mstep: Class 13 contains 8901 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 15 contains 337139 members 
Mstep: Class 16 contains 10796 members 
Mstep: Class 17 contains 31841 members 
Mstep: Class 18 contains 2023 members 
Mstep: Class 19 contains 35576 members 
Mstep: Class 20 contains 13091 members 
Mstep: Class 21 contains 9351 members 
Mstep: Class 22 contains 16403 members 
Mstep: Class 23 contains 14930 members 
Mstep: Class 24 contains 9441 members 
Mstep: Class 25 contains 3002 members 
Mstep: Class 26 contains 75402 members 
Mstep: Class 27 contains 8742 members 
Mstep: Class 28 contains 3842 members 
Mstep: Class 29 contains 20271 members 
Mstep: Class 30 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980568.000000 Penalty: 104913.304688
Iteration 58Q: 31 clusters Score -1.129806e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412634 members 
Mstep: Class 2 contains 51669 members 
Mstep: Class 3 contains 13718 members 
Mstep: Class 4 contains 9899 members 
Mstep: Class 5 contains 26482 members 
Mstep: Class 6 contains 18484 members 
Mstep: Class 7 contains 19764 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 16479 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 104277 members 
Mstep: Class 12 contains 32212 members 
Mstep: Class 13 contains 8924 members 
Mstep: Class 14 contains 6023 members 
Mstep: Class 15 contains 336969 members 
Mstep: Class 16 contains 10874 members 
Mstep: Class 17 contains 31843 members 
Mstep: Class 18 contains 2027 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 13024 members 
Mstep: Class 21 contains 9338 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 14932 members 
Mstep: Class 24 contains 9412 members 
Mstep: Class 25 contains 2990 members 
Mstep: Class 26 contains 75480 members 
Mstep: Class 27 contains 8707 members 
Mstep: Class 28 contains 3851 members 
Mstep: Class 29 contains 20263 members 
Mstep: Class 30 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980736.000000 Penalty: 104913.304688
Iteration 59Q: 31 clusters Score -1.129807e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412692 members 
Mstep: Class 2 contains 51668 members 
Mstep: Class 3 contains 13769 members 
Mstep: Class 4 contains 9894 members 
Mstep: Class 5 contains 26544 members 
Mstep: Class 6 contains 18437 members 
Mstep: Class 7 contains 19629 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 16554 members 
Mstep: Class 10 contains 5120 members 
Mstep: Class 11 contains 104261 members 
Mstep: Class 12 contains 32239 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 6028 members 
Mstep: Class 15 contains 336782 members 
Mstep: Class 16 contains 10958 members 
Mstep: Class 17 contains 31836 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 35546 members 
Mstep: Class 20 contains 12953 members 
Mstep: Class 21 contains 9324 members 
Mstep: Class 22 contains 16465 members 
Mstep: Class 23 contains 14937 members 
Mstep: Class 24 contains 9373 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 75579 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 3861 members 
Mstep: Class 29 contains 20265 members 
Mstep: Class 30 contains 4434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980880.000000 Penalty: 104913.304688
Iteration 60F: 31 clusters Score -1.129809e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412705 members 
Mstep: Class 2 contains 51664 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 9868 members 
Mstep: Class 5 contains 26590 members 
Mstep: Class 6 contains 18382 members 
Mstep: Class 7 contains 19465 members 
Mstep: Class 8 contains 8995 members 
Mstep: Class 9 contains 16773 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 104247 members 
Mstep: Class 12 contains 32276 members 
Mstep: Class 13 contains 8988 members 
Mstep: Class 14 contains 6036 members 
Mstep: Class 15 contains 336594 members 
Mstep: Class 16 contains 11032 members 
Mstep: Class 17 contains 31833 members 
Mstep: Class 18 contains 2044 members 
Mstep: Class 19 contains 35528 members 
Mstep: Class 20 contains 12883 members 
Mstep: Class 21 contains 9284 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 14935 members 
Mstep: Class 24 contains 9324 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 75668 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 3870 members 
Mstep: Class 29 contains 20250 members 
Mstep: Class 30 contains 4430 members 
Entering Unmasked Estep 
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Score: -112981064.000000 Penalty: 104913.304688
Iteration 61Q: 31 clusters Score -1.129811e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412736 members 
Mstep: Class 2 contains 51660 members 
Mstep: Class 3 contains 13884 members 
Mstep: Class 4 contains 9849 members 
Mstep: Class 5 contains 26618 members 
Mstep: Class 6 contains 18335 members 
Mstep: Class 7 contains 19290 members 
Mstep: Class 8 contains 9022 members 
Mstep: Class 9 contains 16932 members 
Mstep: Class 10 contains 5226 members 
Mstep: Class 11 contains 104233 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 9018 members 
Mstep: Class 14 contains 6040 members 
Mstep: Class 15 contains 336419 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 31816 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 35521 members 
Mstep: Class 20 contains 12812 members 
Mstep: Class 21 contains 9252 members 
Mstep: Class 22 contains 16542 members 
Mstep: Class 23 contains 14935 members 
Mstep: Class 24 contains 9301 members 
Mstep: Class 25 contains 2891 members 
Mstep: Class 26 contains 75742 members 
Mstep: Class 27 contains 8651 members 
Mstep: Class 28 contains 3881 members 
Mstep: Class 29 contains 20245 members 
Mstep: Class 30 contains 4423 members 
Entering Unmasked Estep 
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Score: -112981280.000000 Penalty: 104913.304688
Iteration 62Q: 31 clusters Score -1.129813e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412771 members 
Mstep: Class 2 contains 51653 members 
Mstep: Class 3 contains 13923 members 
Mstep: Class 4 contains 9838 members 
Mstep: Class 5 contains 26633 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 19123 members 
Mstep: Class 8 contains 9050 members 
Mstep: Class 9 contains 17083 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 104228 members 
Mstep: Class 12 contains 32285 members 
Mstep: Class 13 contains 9038 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 336269 members 
Mstep: Class 16 contains 11194 members 
Mstep: Class 17 contains 31806 members 
Mstep: Class 18 contains 2066 members 
Mstep: Class 19 contains 35507 members 
Mstep: Class 20 contains 12749 members 
Mstep: Class 21 contains 9232 members 
Mstep: Class 22 contains 16564 members 
Mstep: Class 23 contains 14947 members 
Mstep: Class 24 contains 9283 members 
Mstep: Class 25 contains 2860 members 
Mstep: Class 26 contains 75818 members 
Mstep: Class 27 contains 8653 members 
Mstep: Class 28 contains 3889 members 
Mstep: Class 29 contains 20234 members 
Mstep: Class 30 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112981800.000000 Penalty: 104913.304688
Iteration 63Q: 31 clusters Score -1.129818e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412819 members 
Mstep: Class 2 contains 51647 members 
Mstep: Class 3 contains 13963 members 
Mstep: Class 4 contains 9821 members 
Mstep: Class 5 contains 26651 members 
Mstep: Class 6 contains 18251 members 
Mstep: Class 7 contains 18945 members 
Mstep: Class 8 contains 9074 members 
Mstep: Class 9 contains 17229 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 104240 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 9054 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 336147 members 
Mstep: Class 16 contains 11265 members 
Mstep: Class 17 contains 31804 members 
Mstep: Class 18 contains 2077 members 
Mstep: Class 19 contains 35501 members 
Mstep: Class 20 contains 12680 members 
Mstep: Class 21 contains 9210 members 
Mstep: Class 22 contains 16585 members 
Mstep: Class 23 contains 14955 members 
Mstep: Class 24 contains 9259 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 75878 members 
Mstep: Class 27 contains 8652 members 
Mstep: Class 28 contains 3892 members 
Mstep: Class 29 contains 20230 members 
Mstep: Class 30 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982168.000000 Penalty: 104913.304688
Iteration 64Q: 31 clusters Score -1.129822e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412860 members 
Mstep: Class 2 contains 51647 members 
Mstep: Class 3 contains 13998 members 
Mstep: Class 4 contains 9811 members 
Mstep: Class 5 contains 26677 members 
Mstep: Class 6 contains 18221 members 
Mstep: Class 7 contains 18802 members 
Mstep: Class 8 contains 9070 members 
Mstep: Class 9 contains 17337 members 
Mstep: Class 10 contains 5349 members 
Mstep: Class 11 contains 104226 members 
Mstep: Class 12 contains 32290 members 
Mstep: Class 13 contains 9107 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 336041 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 31790 members 
Mstep: Class 18 contains 2084 members 
Mstep: Class 19 contains 35500 members 
Mstep: Class 20 contains 12625 members 
Mstep: Class 21 contains 9194 members 
Mstep: Class 22 contains 16608 members 
Mstep: Class 23 contains 14948 members 
Mstep: Class 24 contains 9240 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 75928 members 
Mstep: Class 27 contains 8620 members 
Mstep: Class 28 contains 3897 members 
Mstep: Class 29 contains 20247 members 
Mstep: Class 30 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982432.000000 Penalty: 104913.304688
Iteration 65Q: 31 clusters Score -1.129824e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412876 members 
Mstep: Class 2 contains 51639 members 
Mstep: Class 3 contains 14050 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 5 contains 26703 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 7 contains 18683 members 
Mstep: Class 8 contains 9069 members 
Mstep: Class 9 contains 17435 members 
Mstep: Class 10 contains 5381 members 
Mstep: Class 11 contains 104214 members 
Mstep: Class 12 contains 32286 members 
Mstep: Class 13 contains 9150 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 335926 members 
Mstep: Class 16 contains 11422 members 
Mstep: Class 17 contains 31779 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 35508 members 
Mstep: Class 20 contains 12570 members 
Mstep: Class 21 contains 9184 members 
Mstep: Class 22 contains 16628 members 
Mstep: Class 23 contains 14955 members 
Mstep: Class 24 contains 9210 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 75975 members 
Mstep: Class 27 contains 8603 members 
Mstep: Class 28 contains 3903 members 
Mstep: Class 29 contains 20255 members 
Mstep: Class 30 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982688.000000 Penalty: 104913.304688
Iteration 66Q: 31 clusters Score -1.129827e+08 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412878 members 
Mstep: Class 2 contains 51633 members 
Mstep: Class 3 contains 14075 members 
Mstep: Class 4 contains 9794 members 
Mstep: Class 5 contains 26727 members 
Mstep: Class 6 contains 18144 members 
Mstep: Class 7 contains 18559 members 
Mstep: Class 8 contains 9070 members 
Mstep: Class 9 contains 17543 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 104211 members 
Mstep: Class 12 contains 32297 members 
Mstep: Class 13 contains 9162 members 
Mstep: Class 14 contains 6091 members 
Mstep: Class 15 contains 335848 members 
Mstep: Class 16 contains 11474 members 
Mstep: Class 17 contains 31760 members 
Mstep: Class 18 contains 2105 members 
Mstep: Class 19 contains 35500 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 16647 members 
Mstep: Class 23 contains 14974 members 
Mstep: Class 24 contains 9182 members 
Mstep: Class 25 contains 2715 members 
Mstep: Class 26 contains 76033 members 
Mstep: Class 27 contains 8610 members 
Mstep: Class 28 contains 3908 members 
Mstep: Class 29 contains 20268 members 
Mstep: Class 30 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983056.000000 Penalty: 104913.304688
Iteration 67Q: 31 clusters Score -1.129831e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412882 members 
Mstep: Class 2 contains 51629 members 
Mstep: Class 3 contains 14083 members 
Mstep: Class 4 contains 9794 members 
Mstep: Class 5 contains 26742 members 
Mstep: Class 6 contains 18107 members 
Mstep: Class 7 contains 18456 members 
Mstep: Class 8 contains 9087 members 
Mstep: Class 9 contains 17647 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 104196 members 
Mstep: Class 12 contains 32302 members 
Mstep: Class 13 contains 9185 members 
Mstep: Class 14 contains 6099 members 
Mstep: Class 15 contains 335751 members 
Mstep: Class 16 contains 11527 members 
Mstep: Class 17 contains 31754 members 
Mstep: Class 18 contains 2108 members 
Mstep: Class 19 contains 35498 members 
Mstep: Class 20 contains 12443 members 
Mstep: Class 21 contains 9180 members 
Mstep: Class 22 contains 16671 members 
Mstep: Class 23 contains 14995 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 2682 members 
Mstep: Class 26 contains 76092 members 
Mstep: Class 27 contains 8617 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 20264 members 
Mstep: Class 30 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983264.000000 Penalty: 104913.304688
Iteration 68Q: 31 clusters Score -1.129833e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412887 members 
Mstep: Class 2 contains 51627 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 9777 members 
Mstep: Class 5 contains 26766 members 
Mstep: Class 6 contains 18073 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 9094 members 
Mstep: Class 9 contains 17741 members 
Mstep: Class 10 contains 5467 members 
Mstep: Class 11 contains 104200 members 
Mstep: Class 12 contains 32312 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 335691 members 
Mstep: Class 16 contains 11565 members 
Mstep: Class 17 contains 31740 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 35490 members 
Mstep: Class 20 contains 12387 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 16688 members 
Mstep: Class 23 contains 15017 members 
Mstep: Class 24 contains 9142 members 
Mstep: Class 25 contains 2655 members 
Mstep: Class 26 contains 76140 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 20271 members 
Mstep: Class 30 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983264.000000 Penalty: 104913.304688
Iteration 69Q: 31 clusters Score -1.129833e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412890 members 
Mstep: Class 2 contains 51626 members 
Mstep: Class 3 contains 14092 members 
Mstep: Class 4 contains 9771 members 
Mstep: Class 5 contains 26783 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 18254 members 
Mstep: Class 8 contains 9099 members 
Mstep: Class 9 contains 17826 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 104188 members 
Mstep: Class 12 contains 32324 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 6109 members 
Mstep: Class 15 contains 335614 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 31736 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35492 members 
Mstep: Class 20 contains 12338 members 
Mstep: Class 21 contains 9170 members 
Mstep: Class 22 contains 16704 members 
Mstep: Class 23 contains 15035 members 
Mstep: Class 24 contains 9137 members 
Mstep: Class 25 contains 2625 members 
Mstep: Class 26 contains 76176 members 
Mstep: Class 27 contains 8619 members 
Mstep: Class 28 contains 3915 members 
Mstep: Class 29 contains 20272 members 
Mstep: Class 30 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983608.000000 Penalty: 104913.304688
Iteration 70Q: 31 clusters Score -1.129836e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412883 members 
Mstep: Class 2 contains 51628 members 
Mstep: Class 3 contains 14097 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 5 contains 26812 members 
Mstep: Class 6 contains 18016 members 
Mstep: Class 7 contains 18181 members 
Mstep: Class 8 contains 9107 members 
Mstep: Class 9 contains 17906 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 104187 members 
Mstep: Class 12 contains 32329 members 
Mstep: Class 13 contains 9250 members 
Mstep: Class 14 contains 6116 members 
Mstep: Class 15 contains 335539 members 
Mstep: Class 16 contains 11656 members 
Mstep: Class 17 contains 31734 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 12285 members 
Mstep: Class 21 contains 9167 members 
Mstep: Class 22 contains 16723 members 
Mstep: Class 23 contains 15042 members 
Mstep: Class 24 contains 9138 members 
Mstep: Class 25 contains 2591 members 
Mstep: Class 26 contains 76211 members 
Mstep: Class 27 contains 8606 members 
Mstep: Class 28 contains 3921 members 
Mstep: Class 29 contains 20278 members 
Mstep: Class 30 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983592.000000 Penalty: 104913.304688
Iteration 71Q: 31 clusters Score -1.129836e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412893 members 
Mstep: Class 2 contains 51633 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 9764 members 
Mstep: Class 5 contains 26825 members 
Mstep: Class 6 contains 17996 members 
Mstep: Class 7 contains 18091 members 
Mstep: Class 8 contains 9119 members 
Mstep: Class 9 contains 17969 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 104181 members 
Mstep: Class 12 contains 32333 members 
Mstep: Class 13 contains 9269 members 
Mstep: Class 14 contains 6129 members 
Mstep: Class 15 contains 335461 members 
Mstep: Class 16 contains 11703 members 
Mstep: Class 17 contains 31734 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35483 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 9157 members 
Mstep: Class 22 contains 16745 members 
Mstep: Class 23 contains 15055 members 
Mstep: Class 24 contains 9155 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 76241 members 
Mstep: Class 27 contains 8583 members 
Mstep: Class 28 contains 3927 members 
Mstep: Class 29 contains 20273 members 
Mstep: Class 30 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983480.000000 Penalty: 104913.304688
Iteration 72Q: 31 clusters Score -1.129835e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412898 members 
Mstep: Class 2 contains 51635 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 26833 members 
Mstep: Class 6 contains 17977 members 
Mstep: Class 7 contains 18012 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 18024 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 104174 members 
Mstep: Class 12 contains 32333 members 
Mstep: Class 13 contains 9293 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 335384 members 
Mstep: Class 16 contains 11749 members 
Mstep: Class 17 contains 31731 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35488 members 
Mstep: Class 20 contains 12179 members 
Mstep: Class 21 contains 9151 members 
Mstep: Class 22 contains 16760 members 
Mstep: Class 23 contains 15059 members 
Mstep: Class 24 contains 9157 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 76276 members 
Mstep: Class 27 contains 8581 members 
Mstep: Class 28 contains 3926 members 
Mstep: Class 29 contains 20273 members 
Mstep: Class 30 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983368.000000 Penalty: 104913.304688
Iteration 73Q: 31 clusters Score -1.129834e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412917 members 
Mstep: Class 2 contains 51638 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 9763 members 
Mstep: Class 5 contains 26836 members 
Mstep: Class 6 contains 17960 members 
Mstep: Class 7 contains 17934 members 
Mstep: Class 8 contains 9147 members 
Mstep: Class 9 contains 18072 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 104169 members 
Mstep: Class 12 contains 32334 members 
Mstep: Class 13 contains 9314 members 
Mstep: Class 14 contains 6148 members 
Mstep: Class 15 contains 335332 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 31725 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35491 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 22 contains 16766 members 
Mstep: Class 23 contains 15043 members 
Mstep: Class 24 contains 9166 members 
Mstep: Class 25 contains 2520 members 
Mstep: Class 26 contains 76312 members 
Mstep: Class 27 contains 8561 members 
Mstep: Class 28 contains 3927 members 
Mstep: Class 29 contains 20276 members 
Mstep: Class 30 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983328.000000 Penalty: 104913.304688
Iteration 74Q: 31 clusters Score -1.129833e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412927 members 
Mstep: Class 2 contains 51636 members 
Mstep: Class 3 contains 14174 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 26832 members 
Mstep: Class 6 contains 17950 members 
Mstep: Class 7 contains 17868 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 18113 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 104178 members 
Mstep: Class 12 contains 32340 members 
Mstep: Class 13 contains 9339 members 
Mstep: Class 14 contains 6153 members 
Mstep: Class 15 contains 335276 members 
Mstep: Class 16 contains 11824 members 
Mstep: Class 17 contains 31721 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35488 members 
Mstep: Class 20 contains 12087 members 
Mstep: Class 21 contains 9138 members 
Mstep: Class 22 contains 16774 members 
Mstep: Class 23 contains 15046 members 
Mstep: Class 24 contains 9164 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 76348 members 
Mstep: Class 27 contains 8557 members 
Mstep: Class 28 contains 3929 members 
Mstep: Class 29 contains 20275 members 
Mstep: Class 30 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983296.000000 Penalty: 104913.304688
Iteration 75Q: 31 clusters Score -1.129833e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412925 members 
Mstep: Class 2 contains 51637 members 
Mstep: Class 3 contains 14190 members 
Mstep: Class 4 contains 9759 members 
Mstep: Class 5 contains 26825 members 
Mstep: Class 6 contains 17941 members 
Mstep: Class 7 contains 17801 members 
Mstep: Class 8 contains 9178 members 
Mstep: Class 9 contains 18152 members 
Mstep: Class 10 contains 5652 members 
Mstep: Class 11 contains 104179 members 
Mstep: Class 12 contains 32349 members 
Mstep: Class 13 contains 9361 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 335235 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 31715 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35483 members 
Mstep: Class 20 contains 12045 members 
Mstep: Class 21 contains 9133 members 
Mstep: Class 22 contains 16776 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9151 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 76384 members 
Mstep: Class 27 contains 8554 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 20263 members 
Mstep: Class 30 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983704.000000 Penalty: 104913.304688
Iteration 76Q: 31 clusters Score -1.129837e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51635 members 
Mstep: Class 3 contains 14203 members 
Mstep: Class 4 contains 9758 members 
Mstep: Class 5 contains 26818 members 
Mstep: Class 6 contains 17937 members 
Mstep: Class 7 contains 17745 members 
Mstep: Class 8 contains 9191 members 
Mstep: Class 9 contains 18184 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 104168 members 
Mstep: Class 12 contains 32357 members 
Mstep: Class 13 contains 9395 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 335191 members 
Mstep: Class 16 contains 11897 members 
Mstep: Class 17 contains 31711 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35483 members 
Mstep: Class 20 contains 12004 members 
Mstep: Class 21 contains 9131 members 
Mstep: Class 22 contains 16780 members 
Mstep: Class 23 contains 15046 members 
Mstep: Class 24 contains 9142 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 76414 members 
Mstep: Class 27 contains 8549 members 
Mstep: Class 28 contains 3936 members 
Mstep: Class 29 contains 20259 members 
Mstep: Class 30 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983848.000000 Penalty: 104913.304688
Iteration 77Q: 31 clusters Score -1.129838e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51635 members 
Mstep: Class 3 contains 14214 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17926 members 
Mstep: Class 7 contains 17692 members 
Mstep: Class 8 contains 9201 members 
Mstep: Class 9 contains 18236 members 
Mstep: Class 10 contains 5691 members 
Mstep: Class 11 contains 104173 members 
Mstep: Class 12 contains 32359 members 
Mstep: Class 13 contains 9411 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 335134 members 
Mstep: Class 16 contains 11927 members 
Mstep: Class 17 contains 31711 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35481 members 
Mstep: Class 20 contains 11973 members 
Mstep: Class 21 contains 9136 members 
Mstep: Class 22 contains 16785 members 
Mstep: Class 23 contains 15046 members 
Mstep: Class 24 contains 9133 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 76439 members 
Mstep: Class 27 contains 8547 members 
Mstep: Class 28 contains 3942 members 
Mstep: Class 29 contains 20258 members 
Mstep: Class 30 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983840.000000 Penalty: 104913.304688
Iteration 78Q: 31 clusters Score -1.129838e+08 nChanged 528
Entering ConstructFrom: 
Score: -112983840.000000 Penalty: 104913.304688
Entering ConstructFrom: 
Trying to split cluster 1 (412924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412924 members 
Entering Unmasked Estep 
Score: -36482156.000000 Penalty: 3206.892578
	Iteration 0F: 2 clusters Score -3.648216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206095 members 
Mstep: Class 2 contains 206829 members 
Entering Unmasked Estep 
Score: -36203884.000000 Penalty: 6413.785156
	Iteration 0F: 3 clusters Score -3.620388e+07 nChanged 200880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196975 members 
Mstep: Class 2 contains 215949 members 
Entering Unmasked Estep 
Score: -36323712.000000 Penalty: 6413.785156
	Iteration 1F: 3 clusters Score -3.632371e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190658 members 
Mstep: Class 2 contains 222266 members 
Entering Unmasked Estep 
Score: -36326052.000000 Penalty: 6413.785156
	Iteration 2Q: 3 clusters Score -3.632605e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 232316 members 
Entering Unmasked Estep 
Score: -36330132.000000 Penalty: 6413.785156
	Iteration 3Q: 3 clusters Score -3.633013e+07 nChanged 18155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164991 members 
Mstep: Class 2 contains 247933 members 
Entering Unmasked Estep 
Score: -36338160.000000 Penalty: 6413.785156
	Iteration 4Q: 3 clusters Score -3.633816e+07 nChanged 25137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 271108 members 
Entering Unmasked Estep 
Score: -36352996.000000 Penalty: 6413.785156
	Iteration 5F: 3 clusters Score -3.6353e+07 nChanged 32975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110241 members 
Mstep: Class 2 contains 302683 members 
Entering Unmasked Estep 
Score: -36377084.000000 Penalty: 6413.785156
	Iteration 6F: 3 clusters Score -3.637708e+07 nChanged 37432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 339277 members 
Entering Unmasked Estep 
Score: -36410892.000000 Penalty: 6413.785156
	Iteration 7F: 3 clusters Score -3.641089e+07 nChanged 33087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 372100 members 
Entering Unmasked Estep 
Score: -36442088.000000 Penalty: 6413.785156
	Iteration 8F: 3 clusters Score -3.644209e+07 nChanged 21874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 393928 members 
Entering Unmasked Estep 
Score: -36462544.000000 Penalty: 6413.785156
	Iteration 9F: 3 clusters Score -3.646254e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 405017 members 
Entering Unmasked Estep 
Score: -36472392.000000 Penalty: 6413.785156
	Iteration 10Q: 3 clusters Score -3.647239e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 409820 members 
Entering Unmasked Estep 
Score: -36476520.000000 Penalty: 6413.785156
	Iteration 11Q: 3 clusters Score -3.647652e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 411633 members 
Entering Unmasked Estep 
Score: -36478264.000000 Penalty: 6413.785156
	Iteration 12Q: 3 clusters Score -3.647826e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 412253 members 
Entering Unmasked Estep 
Score: -36478804.000000 Penalty: 6413.785156
	Iteration 13Q: 3 clusters Score -3.64788e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 412460 members 
Entering Unmasked Estep 
Score: -36479072.000000 Penalty: 6413.785156
	Iteration 14Q: 3 clusters Score -3.647907e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 412531 members 
Entering Unmasked Estep 
Score: -36479204.000000 Penalty: 6413.785156
	Iteration 15Q: 3 clusters Score -3.64792e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 412577 members 
Entering Unmasked Estep 
Score: -36479240.000000 Penalty: 6413.785156
	Iteration 16Q: 3 clusters Score -3.647924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412583 members 
Entering Unmasked Estep 
Score: -36479288.000000 Penalty: 6413.785156
	Iteration 17Q: 3 clusters Score -3.647929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 412586 members 
Entering Unmasked Estep 
Score: -36479364.000000 Penalty: 6413.785156
	Iteration 18Q: 3 clusters Score -3.647936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 412586 members 
Entering Unmasked Estep 
Score: -36479356.000000 Penalty: 6413.785156
	Iteration 19Q: 3 clusters Score -3.647936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412589 members 
Entering Unmasked Estep 
Score: -36479376.000000 Penalty: 6413.785156
	Iteration 20F: 3 clusters Score -3.647938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 412586 members 
Entering Unmasked Estep 
Score: -36479372.000000 Penalty: 6413.785156
	Iteration 21Q: 3 clusters Score -3.647937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 412585 members 
Entering Unmasked Estep 
Score: -36479360.000000 Penalty: 6413.785156
	Iteration 22Q: 3 clusters Score -3.647936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 412585 members 
Entering Unmasked Estep 
Score: -36479360.000000 Penalty: 6413.785156
	Iteration 23F: 3 clusters Score -3.647936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Entering Unmasked Estep 
Score: -4618805.500000 Penalty: 2691.280029
	Iteration 0F: 2 clusters Score -4618806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4584153.000000 Penalty: 5382.560059
	Iteration 0F: 3 clusters Score -4584153 nChanged 23786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4597240.500000 Penalty: 5382.560059
	Iteration 1F: 3 clusters Score -4597240 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -4597751.000000 Penalty: 5382.560059
	Iteration 2Q: 3 clusters Score -4597751 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4598186.000000 Penalty: 5382.560059
	Iteration 3Q: 3 clusters Score -4598186 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -4598676.500000 Penalty: 5382.560059
	Iteration 4Q: 3 clusters Score -4598676 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -4599233.500000 Penalty: 5382.560059
	Iteration 5Q: 3 clusters Score -4599234 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -4599813.000000 Penalty: 5382.560059
	Iteration 6Q: 3 clusters Score -4599813 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4600469.000000 Penalty: 5382.560059
	Iteration 7Q: 3 clusters Score -4600469 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -4601347.500000 Penalty: 5382.560059
	Iteration 8Q: 3 clusters Score -4601348 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4602498.000000 Penalty: 5382.560059
	Iteration 9Q: 3 clusters Score -4602498 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4604148.000000 Penalty: 5382.560059
	Iteration 10Q: 3 clusters Score -4604148 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4606254.500000 Penalty: 5382.560059
	Iteration 11F: 3 clusters Score -4606254 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -4608205.500000 Penalty: 5382.560059
	Iteration 12F: 3 clusters Score -4608206 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4609363.000000 Penalty: 5382.560059
	Iteration 13Q: 3 clusters Score -4609363 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4609949.500000 Penalty: 5382.560059
	Iteration 14Q: 3 clusters Score -4609950 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4610233.500000 Penalty: 5382.560059
	Iteration 15Q: 3 clusters Score -4610234 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4610520.000000 Penalty: 5382.560059
	Iteration 16Q: 3 clusters Score -4610520 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4610768.500000 Penalty: 5382.560059
	Iteration 17Q: 3 clusters Score -4610768 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4611007.500000 Penalty: 5382.560059
	Iteration 18Q: 3 clusters Score -4611008 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4611260.500000 Penalty: 5382.560059
	Iteration 19Q: 3 clusters Score -4611260 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4611518.500000 Penalty: 5382.560059
	Iteration 20F: 3 clusters Score -4611518 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4611732.000000 Penalty: 5382.560059
	Iteration 21Q: 3 clusters Score -4611732 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4611940.000000 Penalty: 5382.560059
	Iteration 22Q: 3 clusters Score -4611940 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4612127.500000 Penalty: 5382.560059
	Iteration 23Q: 3 clusters Score -4612128 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -4612296.500000 Penalty: 5382.560059
	Iteration 24Q: 3 clusters Score -4612296 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4612448.000000 Penalty: 5382.560059
	Iteration 25Q: 3 clusters Score -4612448 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4612615.000000 Penalty: 5382.560059
	Iteration 26Q: 3 clusters Score -4612615 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4612820.500000 Penalty: 5382.560059
	Iteration 27Q: 3 clusters Score -4612820 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4612978.000000 Penalty: 5382.560059
	Iteration 28Q: 3 clusters Score -4612978 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4613120.000000 Penalty: 5382.560059
	Iteration 29Q: 3 clusters Score -4613120 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4613234.500000 Penalty: 5382.560059
	Iteration 30Q: 3 clusters Score -4613234 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -4613367.000000 Penalty: 5382.560059
	Iteration 31Q: 3 clusters Score -4613367 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -4613464.000000 Penalty: 5382.560059
	Iteration 32Q: 3 clusters Score -4613464 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4613564.500000 Penalty: 5382.560059
	Iteration 33Q: 3 clusters Score -4613564 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4613695.500000 Penalty: 5382.560059
	Iteration 34Q: 3 clusters Score -4613696 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -4613836.500000 Penalty: 5382.560059
	Iteration 35Q: 3 clusters Score -4613836 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4613945.000000 Penalty: 5382.560059
	Iteration 36Q: 3 clusters Score -4613945 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4614042.000000 Penalty: 5382.560059
	Iteration 37Q: 3 clusters Score -4614042 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4614118.000000 Penalty: 5382.560059
	Iteration 38Q: 3 clusters Score -4614118 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4614226.000000 Penalty: 5382.560059
	Iteration 39Q: 3 clusters Score -4614226 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4614324.000000 Penalty: 5382.560059
	Iteration 40F: 3 clusters Score -4614324 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4614404.000000 Penalty: 5382.560059
	Iteration 41Q: 3 clusters Score -4614404 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4614474.000000 Penalty: 5382.560059
	Iteration 42Q: 3 clusters Score -4614474 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4614559.500000 Penalty: 5382.560059
	Iteration 43Q: 3 clusters Score -4614560 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4614645.500000 Penalty: 5382.560059
	Iteration 44Q: 3 clusters Score -4614646 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4614718.000000 Penalty: 5382.560059
	Iteration 45Q: 3 clusters Score -4614718 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4614785.500000 Penalty: 5382.560059
	Iteration 46Q: 3 clusters Score -4614786 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -4614849.000000 Penalty: 5382.560059
	Iteration 47Q: 3 clusters Score -4614849 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4614947.500000 Penalty: 5382.560059
	Iteration 48Q: 3 clusters Score -4614948 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -4615020.000000 Penalty: 5382.560059
	Iteration 49Q: 3 clusters Score -4615020 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4615086.500000 Penalty: 5382.560059
	Iteration 50Q: 3 clusters Score -4615086 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4615174.000000 Penalty: 5382.560059
	Iteration 51Q: 3 clusters Score -4615174 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -4615228.500000 Penalty: 5382.560059
	Iteration 52Q: 3 clusters Score -4615228 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4615298.500000 Penalty: 5382.560059
	Iteration 53Q: 3 clusters Score -4615298 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -4615375.500000 Penalty: 5382.560059
	Iteration 54Q: 3 clusters Score -4615376 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4615469.000000 Penalty: 5382.560059
	Iteration 55Q: 3 clusters Score -4615469 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4615524.000000 Penalty: 5382.560059
	Iteration 56Q: 3 clusters Score -4615524 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4615592.000000 Penalty: 5382.560059
	Iteration 57Q: 3 clusters Score -4615592 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4615619.500000 Penalty: 5382.560059
	Iteration 58Q: 3 clusters Score -4615620 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4615696.000000 Penalty: 5382.560059
	Iteration 59Q: 3 clusters Score -4615696 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4615744.000000 Penalty: 5382.560059
	Iteration 60F: 3 clusters Score -4615744 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4615797.000000 Penalty: 5382.560059
	Iteration 61Q: 3 clusters Score -4615797 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4615826.500000 Penalty: 5382.560059
	Iteration 62Q: 3 clusters Score -4615826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4615848.000000 Penalty: 5382.560059
	Iteration 63Q: 3 clusters Score -4615848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4615881.500000 Penalty: 5382.560059
	Iteration 64Q: 3 clusters Score -4615882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4615902.500000 Penalty: 5382.560059
	Iteration 65Q: 3 clusters Score -4615902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4615926.000000 Penalty: 5382.560059
	Iteration 66Q: 3 clusters Score -4615926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4615928.000000 Penalty: 5382.560059
	Iteration 67Q: 3 clusters Score -4615928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4615952.000000 Penalty: 5382.560059
	Iteration 68Q: 3 clusters Score -4615952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -4615965.000000 Penalty: 5382.560059
	Iteration 69Q: 3 clusters Score -4615965 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4615982.000000 Penalty: 5382.560059
	Iteration 70Q: 3 clusters Score -4615982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4616001.500000 Penalty: 5382.560059
	Iteration 71Q: 3 clusters Score -4616002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4616014.500000 Penalty: 5382.560059
	Iteration 72Q: 3 clusters Score -4616014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4616023.500000 Penalty: 5382.560059
	Iteration 73Q: 3 clusters Score -4616024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4616030.500000 Penalty: 5382.560059
	Iteration 74Q: 3 clusters Score -4616030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4616034.000000 Penalty: 5382.560059
	Iteration 75Q: 3 clusters Score -4616034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4616035.500000 Penalty: 5382.560059
	Iteration 76Q: 3 clusters Score -4616036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4616048.000000 Penalty: 5382.560059
	Iteration 77Q: 3 clusters Score -4616048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4616067.000000 Penalty: 5382.560059
	Iteration 78Q: 3 clusters Score -4616067 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4616083.500000 Penalty: 5382.560059
	Iteration 79Q: 3 clusters Score -4616084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4616105.500000 Penalty: 5382.560059
	Iteration 80F: 3 clusters Score -4616106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4616116.500000 Penalty: 5382.560059
	Iteration 81Q: 3 clusters Score -4616116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4616124.500000 Penalty: 5382.560059
	Iteration 82Q: 3 clusters Score -4616124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4616121.500000 Penalty: 5382.560059
	Iteration 83Q: 3 clusters Score -4616122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4616125.500000 Penalty: 5382.560059
	Iteration 84Q: 3 clusters Score -4616126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4616140.000000 Penalty: 5382.560059
	Iteration 85Q: 3 clusters Score -4616140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4616135.000000 Penalty: 5382.560059
	Iteration 86Q: 3 clusters Score -4616135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4616153.000000 Penalty: 5382.560059
	Iteration 87Q: 3 clusters Score -4616153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4616159.500000 Penalty: 5382.560059
	Iteration 88Q: 3 clusters Score -4616160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4616169.000000 Penalty: 5382.560059
	Iteration 89Q: 3 clusters Score -4616169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4616173.000000 Penalty: 5382.560059
	Iteration 90Q: 3 clusters Score -4616173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4616175.000000 Penalty: 5382.560059
	Iteration 91Q: 3 clusters Score -4616175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4616183.500000 Penalty: 5382.560059
	Iteration 92Q: 3 clusters Score -4616184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4616191.000000 Penalty: 5382.560059
	Iteration 93Q: 3 clusters Score -4616191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4616188.000000 Penalty: 5382.560059
	Iteration 94Q: 3 clusters Score -4616188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4616199.000000 Penalty: 5382.560059
	Iteration 95Q: 3 clusters Score -4616199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4616220.500000 Penalty: 5382.560059
	Iteration 96Q: 3 clusters Score -4616220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4616233.000000 Penalty: 5382.560059
	Iteration 97Q: 3 clusters Score -4616233 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4616242.000000 Penalty: 5382.560059
	Iteration 98Q: 3 clusters Score -4616242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4616252.500000 Penalty: 5382.560059
	Iteration 99Q: 3 clusters Score -4616252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4616255.500000 Penalty: 5382.560059
	Iteration 100F: 3 clusters Score -4616256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4616262.500000 Penalty: 5382.560059
	Iteration 101Q: 3 clusters Score -4616262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4616279.500000 Penalty: 5382.560059
	Iteration 102Q: 3 clusters Score -4616280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4616289.500000 Penalty: 5382.560059
	Iteration 103Q: 3 clusters Score -4616290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4616300.000000 Penalty: 5382.560059
	Iteration 104Q: 3 clusters Score -4616300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4616317.500000 Penalty: 5382.560059
	Iteration 105Q: 3 clusters Score -4616318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4616330.500000 Penalty: 5382.560059
	Iteration 106Q: 3 clusters Score -4616330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4616345.000000 Penalty: 5382.560059
	Iteration 107Q: 3 clusters Score -4616345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4616364.000000 Penalty: 5382.560059
	Iteration 108Q: 3 clusters Score -4616364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4616395.000000 Penalty: 5382.560059
	Iteration 109Q: 3 clusters Score -4616395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4616415.500000 Penalty: 5382.560059
	Iteration 110Q: 3 clusters Score -4616416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4616429.500000 Penalty: 5382.560059
	Iteration 111Q: 3 clusters Score -4616430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4616452.000000 Penalty: 5382.560059
	Iteration 112Q: 3 clusters Score -4616452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4616463.000000 Penalty: 5382.560059
	Iteration 113Q: 3 clusters Score -4616463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4616486.500000 Penalty: 5382.560059
	Iteration 114Q: 3 clusters Score -4616486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4616511.000000 Penalty: 5382.560059
	Iteration 115Q: 3 clusters Score -4616511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4616534.500000 Penalty: 5382.560059
	Iteration 116Q: 3 clusters Score -4616534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4616553.500000 Penalty: 5382.560059
	Iteration 117Q: 3 clusters Score -4616554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4616573.500000 Penalty: 5382.560059
	Iteration 118Q: 3 clusters Score -4616574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4616584.500000 Penalty: 5382.560059
	Iteration 119Q: 3 clusters Score -4616584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4616593.500000 Penalty: 5382.560059
	Iteration 120F: 3 clusters Score -4616594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4616599.500000 Penalty: 5382.560059
	Iteration 121Q: 3 clusters Score -4616600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4616609.500000 Penalty: 5382.560059
	Iteration 122Q: 3 clusters Score -4616610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4616618.000000 Penalty: 5382.560059
	Iteration 123Q: 3 clusters Score -4616618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4616623.500000 Penalty: 5382.560059
	Iteration 124Q: 3 clusters Score -4616624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4616623.500000 Penalty: 5382.560059
	Iteration 125Q: 3 clusters Score -4616624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4616631.000000 Penalty: 5382.560059
	Iteration 126Q: 3 clusters Score -4616631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4616637.500000 Penalty: 5382.560059
	Iteration 127Q: 3 clusters Score -4616638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4616631.000000 Penalty: 5382.560059
	Iteration 128Q: 3 clusters Score -4616631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4616638.500000 Penalty: 5382.560059
	Iteration 129Q: 3 clusters Score -4616638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50130 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4616640.500000 Penalty: 5382.560059
	Iteration 130Q: 3 clusters Score -4616640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4616645.000000 Penalty: 5382.560059
	Iteration 131Q: 3 clusters Score -4616645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4616643.000000 Penalty: 5382.560059
	Iteration 132Q: 3 clusters Score -4616643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4616645.500000 Penalty: 5382.560059
	Iteration 133Q: 3 clusters Score -4616646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4616650.000000 Penalty: 5382.560059
	Iteration 134Q: 3 clusters Score -4616650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4616644.500000 Penalty: 5382.560059
	Iteration 135Q: 3 clusters Score -4616644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4616646.500000 Penalty: 5382.560059
	Iteration 136Q: 3 clusters Score -4616646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4616646.000000 Penalty: 5382.560059
	Iteration 137Q: 3 clusters Score -4616646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4616647.000000 Penalty: 5382.560059
	Iteration 138Q: 3 clusters Score -4616647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4616645.000000 Penalty: 5382.560059
	Iteration 139Q: 3 clusters Score -4616645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4616641.000000 Penalty: 5382.560059
	Iteration 140F: 3 clusters Score -4616641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4616650.000000 Penalty: 5382.560059
	Iteration 141Q: 3 clusters Score -4616650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4616650.000000 Penalty: 5382.560059
	Iteration 142F: 3 clusters Score -4616650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Entering Unmasked Estep 
Score: -1163322.625000 Penalty: 2371.668213
	Iteration 0F: 2 clusters Score -1163323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1152994.250000 Penalty: 4743.336426
	Iteration 0F: 3 clusters Score -1152994 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1156251.375000 Penalty: 4743.336426
	Iteration 1F: 3 clusters Score -1156251 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1156750.125000 Penalty: 4743.336426
	Iteration 2F: 3 clusters Score -1156750 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1157353.000000 Penalty: 4743.336426
	Iteration 3F: 3 clusters Score -1157353 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1158040.875000 Penalty: 4743.336426
	Iteration 4F: 3 clusters Score -1158041 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1158835.625000 Penalty: 4743.336426
	Iteration 5F: 3 clusters Score -1158836 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1159630.250000 Penalty: 4743.336426
	Iteration 6F: 3 clusters Score -1159630 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1160411.875000 Penalty: 4743.336426
	Iteration 7F: 3 clusters Score -1160412 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1161141.250000 Penalty: 4743.336426
	Iteration 8F: 3 clusters Score -1161141 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1161742.000000 Penalty: 4743.336426
	Iteration 9Q: 3 clusters Score -1161742 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1162195.500000 Penalty: 4743.336426
	Iteration 10Q: 3 clusters Score -1162196 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1162537.125000 Penalty: 4743.336426
	Iteration 11Q: 3 clusters Score -1162537 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1162789.750000 Penalty: 4743.336426
	Iteration 12Q: 3 clusters Score -1162790 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1162960.250000 Penalty: 4743.336426
	Iteration 13Q: 3 clusters Score -1162960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1163031.625000 Penalty: 4743.336426
	Iteration 14Q: 3 clusters Score -1163032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1163075.000000 Penalty: 4743.336426
	Iteration 15Q: 3 clusters Score -1163075 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1163105.250000 Penalty: 4743.336426
	Iteration 16Q: 3 clusters Score -1163105 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1163127.750000 Penalty: 4743.336426
	Iteration 17Q: 3 clusters Score -1163128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1163142.875000 Penalty: 4743.336426
	Iteration 18Q: 3 clusters Score -1163143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1163150.875000 Penalty: 4743.336426
	Iteration 19Q: 3 clusters Score -1163151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1163158.500000 Penalty: 4743.336426
	Iteration 20F: 3 clusters Score -1163158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1163163.125000 Penalty: 4743.336426
	Iteration 21Q: 3 clusters Score -1163163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1163163.625000 Penalty: 4743.336426
	Iteration 22Q: 3 clusters Score -1163164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1163167.125000 Penalty: 4743.336426
	Iteration 23Q: 3 clusters Score -1163167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1163169.375000 Penalty: 4743.336426
	Iteration 24Q: 3 clusters Score -1163169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1163172.625000 Penalty: 4743.336426
	Iteration 25Q: 3 clusters Score -1163173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1163175.625000 Penalty: 4743.336426
	Iteration 26Q: 3 clusters Score -1163176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1163176.875000 Penalty: 4743.336426
	Iteration 27Q: 3 clusters Score -1163177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1163177.000000 Penalty: 4743.336426
	Iteration 28Q: 3 clusters Score -1163177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1163177.750000 Penalty: 4743.336426
	Iteration 29Q: 3 clusters Score -1163178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1163177.750000 Penalty: 4743.336426
	Iteration 30F: 3 clusters Score -1163178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -802283.750000 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -802283.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -794769.062500 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -794769.1 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -796967.750000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -796967.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -797368.437500 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -797368.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -797751.250000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -797751.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -798220.750000 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -798220.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -798798.625000 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -798798.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -799649.000000 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -799649 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -801085.250000 Penalty: 4555.516602
	Iteration 7F: 3 clusters Score -801085.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -803098.312500 Penalty: 4555.516602
	Iteration 8F: 3 clusters Score -803098.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -803985.250000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -803985.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -804153.187500 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -804153.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -804194.125000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -804194.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -804211.500000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -804211.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -804223.375000 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -804223.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -804230.812500 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -804230.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -804232.812500 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -804232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -804234.125000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -804234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -804234.250000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -804234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -804236.312500 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -804236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -804237.562500 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -804237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -804238.250000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -804238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -804240.500000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -804240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -804238.437500 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -804238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -804238.437500 Penalty: 4555.516602
	Iteration 23F: 3 clusters Score -804238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 32369 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 31708 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Entering Unmasked Estep 
Score: -112984408.000000 Penalty: 108410.414062
Splitting cluster 4 changes total score from -112983840.000000 to -112984408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 5 (26815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Entering Unmasked Estep 
Score: -2309647.500000 Penalty: 2528.785645
	Iteration 0F: 2 clusters Score -2309648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2291152.500000 Penalty: 5057.571289
	Iteration 0F: 3 clusters Score -2291152 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2298104.250000 Penalty: 5057.571289
	Iteration 1F: 3 clusters Score -2298104 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2298970.500000 Penalty: 5057.571289
	Iteration 2F: 3 clusters Score -2298970 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2300138.250000 Penalty: 5057.571289
	Iteration 3F: 3 clusters Score -2300138 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2301770.000000 Penalty: 5057.571289
	Iteration 4F: 3 clusters Score -2301770 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2303587.750000 Penalty: 5057.571289
	Iteration 5F: 3 clusters Score -2303588 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2305221.500000 Penalty: 5057.571289
	Iteration 6F: 3 clusters Score -2305222 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2306398.250000 Penalty: 5057.571289
	Iteration 7F: 3 clusters Score -2306398 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2306963.000000 Penalty: 5057.571289
	Iteration 8Q: 3 clusters Score -2306963 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2307269.250000 Penalty: 5057.571289
	Iteration 9Q: 3 clusters Score -2307269 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2307437.000000 Penalty: 5057.571289
	Iteration 10Q: 3 clusters Score -2307437 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2307570.500000 Penalty: 5057.571289
	Iteration 11Q: 3 clusters Score -2307570 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2307667.500000 Penalty: 5057.571289
	Iteration 12Q: 3 clusters Score -2307668 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2307741.750000 Penalty: 5057.571289
	Iteration 13Q: 3 clusters Score -2307742 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2307817.250000 Penalty: 5057.571289
	Iteration 14Q: 3 clusters Score -2307817 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2307879.000000 Penalty: 5057.571289
	Iteration 15Q: 3 clusters Score -2307879 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2307914.000000 Penalty: 5057.571289
	Iteration 16Q: 3 clusters Score -2307914 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2307932.250000 Penalty: 5057.571289
	Iteration 17Q: 3 clusters Score -2307932 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2307959.250000 Penalty: 5057.571289
	Iteration 18Q: 3 clusters Score -2307959 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2307987.250000 Penalty: 5057.571289
	Iteration 19Q: 3 clusters Score -2307987 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2308020.250000 Penalty: 5057.571289
	Iteration 20F: 3 clusters Score -2308020 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2308053.750000 Penalty: 5057.571289
	Iteration 21Q: 3 clusters Score -2308054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2308089.000000 Penalty: 5057.571289
	Iteration 22Q: 3 clusters Score -2308089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2308103.250000 Penalty: 5057.571289
	Iteration 23Q: 3 clusters Score -2308103 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2308120.750000 Penalty: 5057.571289
	Iteration 24Q: 3 clusters Score -2308121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2308148.500000 Penalty: 5057.571289
	Iteration 25Q: 3 clusters Score -2308148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2308166.750000 Penalty: 5057.571289
	Iteration 26Q: 3 clusters Score -2308167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2308179.250000 Penalty: 5057.571289
	Iteration 27Q: 3 clusters Score -2308179 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2308190.750000 Penalty: 5057.571289
	Iteration 28Q: 3 clusters Score -2308191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2308208.250000 Penalty: 5057.571289
	Iteration 29Q: 3 clusters Score -2308208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2308231.500000 Penalty: 5057.571289
	Iteration 30Q: 3 clusters Score -2308232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2308247.000000 Penalty: 5057.571289
	Iteration 31Q: 3 clusters Score -2308247 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2308256.750000 Penalty: 5057.571289
	Iteration 32Q: 3 clusters Score -2308257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2308273.750000 Penalty: 5057.571289
	Iteration 33Q: 3 clusters Score -2308274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2308298.250000 Penalty: 5057.571289
	Iteration 34Q: 3 clusters Score -2308298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2308315.000000 Penalty: 5057.571289
	Iteration 35Q: 3 clusters Score -2308315 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2308328.500000 Penalty: 5057.571289
	Iteration 36Q: 3 clusters Score -2308328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2308341.250000 Penalty: 5057.571289
	Iteration 37Q: 3 clusters Score -2308341 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2308368.500000 Penalty: 5057.571289
	Iteration 38Q: 3 clusters Score -2308368 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2308377.250000 Penalty: 5057.571289
	Iteration 39Q: 3 clusters Score -2308377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2308397.250000 Penalty: 5057.571289
	Iteration 40F: 3 clusters Score -2308397 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2308413.500000 Penalty: 5057.571289
	Iteration 41Q: 3 clusters Score -2308414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2308425.000000 Penalty: 5057.571289
	Iteration 42Q: 3 clusters Score -2308425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2308435.000000 Penalty: 5057.571289
	Iteration 43Q: 3 clusters Score -2308435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2308439.750000 Penalty: 5057.571289
	Iteration 44Q: 3 clusters Score -2308440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2308453.500000 Penalty: 5057.571289
	Iteration 45Q: 3 clusters Score -2308454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2308455.250000 Penalty: 5057.571289
	Iteration 46Q: 3 clusters Score -2308455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2308448.000000 Penalty: 5057.571289
	Iteration 47Q: 3 clusters Score -2308448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2308451.250000 Penalty: 5057.571289
	Iteration 48Q: 3 clusters Score -2308451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2308453.000000 Penalty: 5057.571289
	Iteration 49Q: 3 clusters Score -2308453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2308456.500000 Penalty: 5057.571289
	Iteration 50Q: 3 clusters Score -2308456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2308458.000000 Penalty: 5057.571289
	Iteration 51Q: 3 clusters Score -2308458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2308457.500000 Penalty: 5057.571289
	Iteration 52Q: 3 clusters Score -2308458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2308456.250000 Penalty: 5057.571289
	Iteration 53Q: 3 clusters Score -2308456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2308462.250000 Penalty: 5057.571289
	Iteration 54Q: 3 clusters Score -2308462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2308465.750000 Penalty: 5057.571289
	Iteration 55Q: 3 clusters Score -2308466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2308468.250000 Penalty: 5057.571289
	Iteration 56Q: 3 clusters Score -2308468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2308474.500000 Penalty: 5057.571289
	Iteration 57Q: 3 clusters Score -2308474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2308479.000000 Penalty: 5057.571289
	Iteration 58Q: 3 clusters Score -2308479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2308476.750000 Penalty: 5057.571289
	Iteration 59Q: 3 clusters Score -2308477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2308477.500000 Penalty: 5057.571289
	Iteration 60F: 3 clusters Score -2308478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2308479.500000 Penalty: 5057.571289
	Iteration 61Q: 3 clusters Score -2308480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2308479.750000 Penalty: 5057.571289
	Iteration 62Q: 3 clusters Score -2308480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2308479.000000 Penalty: 5057.571289
	Iteration 63Q: 3 clusters Score -2308479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2308480.250000 Penalty: 5057.571289
	Iteration 64Q: 3 clusters Score -2308480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2308479.500000 Penalty: 5057.571289
	Iteration 65Q: 3 clusters Score -2308480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2308484.250000 Penalty: 5057.571289
	Iteration 66Q: 3 clusters Score -2308484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2308484.000000 Penalty: 5057.571289
	Iteration 67Q: 3 clusters Score -2308484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2308482.750000 Penalty: 5057.571289
	Iteration 68Q: 3 clusters Score -2308483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2308483.250000 Penalty: 5057.571289
	Iteration 69Q: 3 clusters Score -2308483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2308483.250000 Penalty: 5057.571289
	Iteration 70F: 3 clusters Score -2308483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Entering Unmasked Estep 
Score: -1553869.250000 Penalty: 2428.803223
	Iteration 0F: 2 clusters Score -1553869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1541145.625000 Penalty: 4857.606445
	Iteration 0F: 3 clusters Score -1541146 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1545503.500000 Penalty: 4857.606445
	Iteration 1F: 3 clusters Score -1545504 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1545960.875000 Penalty: 4857.606445
	Iteration 2F: 3 clusters Score -1545961 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1546345.875000 Penalty: 4857.606445
	Iteration 3F: 3 clusters Score -1546346 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1546726.000000 Penalty: 4857.606445
	Iteration 4Q: 3 clusters Score -1546726 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1547081.375000 Penalty: 4857.606445
	Iteration 5Q: 3 clusters Score -1547081 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1547429.625000 Penalty: 4857.606445
	Iteration 6Q: 3 clusters Score -1547430 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1547768.000000 Penalty: 4857.606445
	Iteration 7Q: 3 clusters Score -1547768 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1548114.000000 Penalty: 4857.606445
	Iteration 8Q: 3 clusters Score -1548114 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1548520.750000 Penalty: 4857.606445
	Iteration 9Q: 3 clusters Score -1548521 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1549000.375000 Penalty: 4857.606445
	Iteration 10Q: 3 clusters Score -1549000 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1549438.250000 Penalty: 4857.606445
	Iteration 11Q: 3 clusters Score -1549438 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1549813.250000 Penalty: 4857.606445
	Iteration 12Q: 3 clusters Score -1549813 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1550174.750000 Penalty: 4857.606445
	Iteration 13Q: 3 clusters Score -1550175 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1550459.000000 Penalty: 4857.606445
	Iteration 14Q: 3 clusters Score -1550459 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1550652.250000 Penalty: 4857.606445
	Iteration 15Q: 3 clusters Score -1550652 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1550785.125000 Penalty: 4857.606445
	Iteration 16Q: 3 clusters Score -1550785 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1550881.500000 Penalty: 4857.606445
	Iteration 17Q: 3 clusters Score -1550882 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1550955.125000 Penalty: 4857.606445
	Iteration 18Q: 3 clusters Score -1550955 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1551025.000000 Penalty: 4857.606445
	Iteration 19Q: 3 clusters Score -1551025 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1551083.250000 Penalty: 4857.606445
	Iteration 20F: 3 clusters Score -1551083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1551125.625000 Penalty: 4857.606445
	Iteration 21Q: 3 clusters Score -1551126 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1551171.000000 Penalty: 4857.606445
	Iteration 22Q: 3 clusters Score -1551171 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1551214.250000 Penalty: 4857.606445
	Iteration 23Q: 3 clusters Score -1551214 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1551249.500000 Penalty: 4857.606445
	Iteration 24Q: 3 clusters Score -1551250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1551285.875000 Penalty: 4857.606445
	Iteration 25Q: 3 clusters Score -1551286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1551308.500000 Penalty: 4857.606445
	Iteration 26Q: 3 clusters Score -1551308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1551332.750000 Penalty: 4857.606445
	Iteration 27Q: 3 clusters Score -1551333 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1551346.875000 Penalty: 4857.606445
	Iteration 28Q: 3 clusters Score -1551347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1551363.125000 Penalty: 4857.606445
	Iteration 29Q: 3 clusters Score -1551363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1551377.125000 Penalty: 4857.606445
	Iteration 30Q: 3 clusters Score -1551377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1551385.375000 Penalty: 4857.606445
	Iteration 31Q: 3 clusters Score -1551385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1551404.750000 Penalty: 4857.606445
	Iteration 32Q: 3 clusters Score -1551405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1551417.625000 Penalty: 4857.606445
	Iteration 33Q: 3 clusters Score -1551418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1551440.250000 Penalty: 4857.606445
	Iteration 34Q: 3 clusters Score -1551440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1551462.375000 Penalty: 4857.606445
	Iteration 35Q: 3 clusters Score -1551462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1551481.000000 Penalty: 4857.606445
	Iteration 36Q: 3 clusters Score -1551481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1551499.500000 Penalty: 4857.606445
	Iteration 37Q: 3 clusters Score -1551500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -1551510.625000 Penalty: 4857.606445
	Iteration 38Q: 3 clusters Score -1551511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1551517.750000 Penalty: 4857.606445
	Iteration 39Q: 3 clusters Score -1551518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -1551530.625000 Penalty: 4857.606445
	Iteration 40F: 3 clusters Score -1551531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1551539.500000 Penalty: 4857.606445
	Iteration 41Q: 3 clusters Score -1551540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1551547.375000 Penalty: 4857.606445
	Iteration 42Q: 3 clusters Score -1551547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1551560.750000 Penalty: 4857.606445
	Iteration 43Q: 3 clusters Score -1551561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1551568.750000 Penalty: 4857.606445
	Iteration 44Q: 3 clusters Score -1551569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1551569.500000 Penalty: 4857.606445
	Iteration 45Q: 3 clusters Score -1551570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1551578.750000 Penalty: 4857.606445
	Iteration 46Q: 3 clusters Score -1551579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1551587.000000 Penalty: 4857.606445
	Iteration 47Q: 3 clusters Score -1551587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1551589.875000 Penalty: 4857.606445
	Iteration 48Q: 3 clusters Score -1551590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1551589.375000 Penalty: 4857.606445
	Iteration 49Q: 3 clusters Score -1551589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1551599.625000 Penalty: 4857.606445
	Iteration 50Q: 3 clusters Score -1551600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1551613.625000 Penalty: 4857.606445
	Iteration 51Q: 3 clusters Score -1551614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1551619.000000 Penalty: 4857.606445
	Iteration 52Q: 3 clusters Score -1551619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1551627.125000 Penalty: 4857.606445
	Iteration 53Q: 3 clusters Score -1551627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1551634.125000 Penalty: 4857.606445
	Iteration 54Q: 3 clusters Score -1551634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1551652.500000 Penalty: 4857.606445
	Iteration 55Q: 3 clusters Score -1551652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1551656.375000 Penalty: 4857.606445
	Iteration 56Q: 3 clusters Score -1551656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1551665.125000 Penalty: 4857.606445
	Iteration 57Q: 3 clusters Score -1551665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1551677.500000 Penalty: 4857.606445
	Iteration 58Q: 3 clusters Score -1551678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1551677.750000 Penalty: 4857.606445
	Iteration 59Q: 3 clusters Score -1551678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1551689.875000 Penalty: 4857.606445
	Iteration 60F: 3 clusters Score -1551690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1551694.250000 Penalty: 4857.606445
	Iteration 61Q: 3 clusters Score -1551694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1551693.750000 Penalty: 4857.606445
	Iteration 62Q: 3 clusters Score -1551694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1551697.250000 Penalty: 4857.606445
	Iteration 63Q: 3 clusters Score -1551697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1551697.375000 Penalty: 4857.606445
	Iteration 64Q: 3 clusters Score -1551697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1551703.625000 Penalty: 4857.606445
	Iteration 65Q: 3 clusters Score -1551704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1551702.375000 Penalty: 4857.606445
	Iteration 66Q: 3 clusters Score -1551702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1551710.000000 Penalty: 4857.606445
	Iteration 67Q: 3 clusters Score -1551710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1551716.625000 Penalty: 4857.606445
	Iteration 68Q: 3 clusters Score -1551717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1551720.000000 Penalty: 4857.606445
	Iteration 69Q: 3 clusters Score -1551720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1551718.625000 Penalty: 4857.606445
	Iteration 70Q: 3 clusters Score -1551719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1551721.750000 Penalty: 4857.606445
	Iteration 71Q: 3 clusters Score -1551722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1551718.375000 Penalty: 4857.606445
	Iteration 72Q: 3 clusters Score -1551718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1551719.875000 Penalty: 4857.606445
	Iteration 73Q: 3 clusters Score -1551720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1551722.000000 Penalty: 4857.606445
	Iteration 74Q: 3 clusters Score -1551722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1551722.500000 Penalty: 4857.606445
	Iteration 75Q: 3 clusters Score -1551722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1551723.750000 Penalty: 4857.606445
	Iteration 76Q: 3 clusters Score -1551724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1551727.750000 Penalty: 4857.606445
	Iteration 77Q: 3 clusters Score -1551728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1551730.625000 Penalty: 4857.606445
	Iteration 78Q: 3 clusters Score -1551731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1551737.250000 Penalty: 4857.606445
	Iteration 79Q: 3 clusters Score -1551737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1551741.875000 Penalty: 4857.606445
	Iteration 80F: 3 clusters Score -1551742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1551742.750000 Penalty: 4857.606445
	Iteration 81Q: 3 clusters Score -1551743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1551744.500000 Penalty: 4857.606445
	Iteration 82Q: 3 clusters Score -1551744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1551745.750000 Penalty: 4857.606445
	Iteration 83Q: 3 clusters Score -1551746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1551746.250000 Penalty: 4857.606445
	Iteration 84Q: 3 clusters Score -1551746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1551749.750000 Penalty: 4857.606445
	Iteration 85Q: 3 clusters Score -1551750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1551747.625000 Penalty: 4857.606445
	Iteration 86Q: 3 clusters Score -1551748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1551750.375000 Penalty: 4857.606445
	Iteration 87Q: 3 clusters Score -1551750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1551749.500000 Penalty: 4857.606445
	Iteration 88Q: 3 clusters Score -1551750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1551751.625000 Penalty: 4857.606445
	Iteration 89Q: 3 clusters Score -1551752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1551750.875000 Penalty: 4857.606445
	Iteration 90Q: 3 clusters Score -1551751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1551750.875000 Penalty: 4857.606445
	Iteration 91F: 3 clusters Score -1551751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Entering Unmasked Estep 
Score: -1419962.375000 Penalty: 2425.023682
	Iteration 0F: 2 clusters Score -1419962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1407364.000000 Penalty: 4850.047363
	Iteration 0F: 3 clusters Score -1407364 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1411774.250000 Penalty: 4850.047363
	Iteration 1F: 3 clusters Score -1411774 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1412533.750000 Penalty: 4850.047363
	Iteration 2F: 3 clusters Score -1412534 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1413310.500000 Penalty: 4850.047363
	Iteration 3F: 3 clusters Score -1413310 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1414076.000000 Penalty: 4850.047363
	Iteration 4F: 3 clusters Score -1414076 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1414812.875000 Penalty: 4850.047363
	Iteration 5F: 3 clusters Score -1414813 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1415445.125000 Penalty: 4850.047363
	Iteration 6F: 3 clusters Score -1415445 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1415977.625000 Penalty: 4850.047363
	Iteration 7F: 3 clusters Score -1415978 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1416377.000000 Penalty: 4850.047363
	Iteration 8Q: 3 clusters Score -1416377 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1416678.000000 Penalty: 4850.047363
	Iteration 9Q: 3 clusters Score -1416678 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1416921.125000 Penalty: 4850.047363
	Iteration 10Q: 3 clusters Score -1416921 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1417141.750000 Penalty: 4850.047363
	Iteration 11Q: 3 clusters Score -1417142 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1417363.875000 Penalty: 4850.047363
	Iteration 12Q: 3 clusters Score -1417364 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1417611.625000 Penalty: 4850.047363
	Iteration 13Q: 3 clusters Score -1417612 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1417917.000000 Penalty: 4850.047363
	Iteration 14Q: 3 clusters Score -1417917 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1418107.625000 Penalty: 4850.047363
	Iteration 15Q: 3 clusters Score -1418108 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1418205.750000 Penalty: 4850.047363
	Iteration 16Q: 3 clusters Score -1418206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1418272.750000 Penalty: 4850.047363
	Iteration 17Q: 3 clusters Score -1418273 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1418320.750000 Penalty: 4850.047363
	Iteration 18Q: 3 clusters Score -1418321 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1418365.375000 Penalty: 4850.047363
	Iteration 19Q: 3 clusters Score -1418365 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1418401.500000 Penalty: 4850.047363
	Iteration 20F: 3 clusters Score -1418402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1418433.250000 Penalty: 4850.047363
	Iteration 21Q: 3 clusters Score -1418433 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1418467.125000 Penalty: 4850.047363
	Iteration 22Q: 3 clusters Score -1418467 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1418497.250000 Penalty: 4850.047363
	Iteration 23Q: 3 clusters Score -1418497 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1418520.875000 Penalty: 4850.047363
	Iteration 24Q: 3 clusters Score -1418521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1418542.125000 Penalty: 4850.047363
	Iteration 25Q: 3 clusters Score -1418542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1418570.625000 Penalty: 4850.047363
	Iteration 26Q: 3 clusters Score -1418571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1418591.875000 Penalty: 4850.047363
	Iteration 27Q: 3 clusters Score -1418592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1418616.750000 Penalty: 4850.047363
	Iteration 28Q: 3 clusters Score -1418617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1418625.250000 Penalty: 4850.047363
	Iteration 29Q: 3 clusters Score -1418625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1418638.000000 Penalty: 4850.047363
	Iteration 30Q: 3 clusters Score -1418638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1418647.625000 Penalty: 4850.047363
	Iteration 31Q: 3 clusters Score -1418648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1418666.500000 Penalty: 4850.047363
	Iteration 32Q: 3 clusters Score -1418666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1418683.375000 Penalty: 4850.047363
	Iteration 33Q: 3 clusters Score -1418683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1418704.750000 Penalty: 4850.047363
	Iteration 34Q: 3 clusters Score -1418705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1418717.250000 Penalty: 4850.047363
	Iteration 35Q: 3 clusters Score -1418717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1418729.625000 Penalty: 4850.047363
	Iteration 36Q: 3 clusters Score -1418730 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1418736.250000 Penalty: 4850.047363
	Iteration 37Q: 3 clusters Score -1418736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1418752.375000 Penalty: 4850.047363
	Iteration 38Q: 3 clusters Score -1418752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1418764.125000 Penalty: 4850.047363
	Iteration 39Q: 3 clusters Score -1418764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1418774.125000 Penalty: 4850.047363
	Iteration 40F: 3 clusters Score -1418774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1418781.375000 Penalty: 4850.047363
	Iteration 41Q: 3 clusters Score -1418781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1418784.875000 Penalty: 4850.047363
	Iteration 42Q: 3 clusters Score -1418785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1418800.500000 Penalty: 4850.047363
	Iteration 43Q: 3 clusters Score -1418800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1418805.250000 Penalty: 4850.047363
	Iteration 44Q: 3 clusters Score -1418805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1418811.250000 Penalty: 4850.047363
	Iteration 45Q: 3 clusters Score -1418811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1418814.500000 Penalty: 4850.047363
	Iteration 46Q: 3 clusters Score -1418814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1418811.000000 Penalty: 4850.047363
	Iteration 47Q: 3 clusters Score -1418811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1418814.750000 Penalty: 4850.047363
	Iteration 48Q: 3 clusters Score -1418815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1418819.250000 Penalty: 4850.047363
	Iteration 49Q: 3 clusters Score -1418819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1418818.500000 Penalty: 4850.047363
	Iteration 50Q: 3 clusters Score -1418818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1418826.375000 Penalty: 4850.047363
	Iteration 51Q: 3 clusters Score -1418826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1418830.375000 Penalty: 4850.047363
	Iteration 52Q: 3 clusters Score -1418830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1418833.625000 Penalty: 4850.047363
	Iteration 53Q: 3 clusters Score -1418834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1418836.625000 Penalty: 4850.047363
	Iteration 54Q: 3 clusters Score -1418837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1418840.125000 Penalty: 4850.047363
	Iteration 55Q: 3 clusters Score -1418840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1418845.750000 Penalty: 4850.047363
	Iteration 56Q: 3 clusters Score -1418846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1418847.750000 Penalty: 4850.047363
	Iteration 57Q: 3 clusters Score -1418848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1418848.125000 Penalty: 4850.047363
	Iteration 58Q: 3 clusters Score -1418848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1418853.250000 Penalty: 4850.047363
	Iteration 59Q: 3 clusters Score -1418853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1418857.000000 Penalty: 4850.047363
	Iteration 60F: 3 clusters Score -1418857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1418860.125000 Penalty: 4850.047363
	Iteration 61Q: 3 clusters Score -1418860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1418861.000000 Penalty: 4850.047363
	Iteration 62Q: 3 clusters Score -1418861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1418864.000000 Penalty: 4850.047363
	Iteration 63Q: 3 clusters Score -1418864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1418867.125000 Penalty: 4850.047363
	Iteration 64Q: 3 clusters Score -1418867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1418864.625000 Penalty: 4850.047363
	Iteration 65Q: 3 clusters Score -1418865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1418868.000000 Penalty: 4850.047363
	Iteration 66Q: 3 clusters Score -1418868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1418867.500000 Penalty: 4850.047363
	Iteration 67Q: 3 clusters Score -1418868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1418873.875000 Penalty: 4850.047363
	Iteration 68Q: 3 clusters Score -1418874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1418873.500000 Penalty: 4850.047363
	Iteration 69Q: 3 clusters Score -1418874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1418872.000000 Penalty: 4850.047363
	Iteration 70Q: 3 clusters Score -1418872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1418876.500000 Penalty: 4850.047363
	Iteration 71Q: 3 clusters Score -1418876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1418878.750000 Penalty: 4850.047363
	Iteration 72Q: 3 clusters Score -1418879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1418885.875000 Penalty: 4850.047363
	Iteration 73Q: 3 clusters Score -1418886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1418887.000000 Penalty: 4850.047363
	Iteration 74Q: 3 clusters Score -1418887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1418890.875000 Penalty: 4850.047363
	Iteration 75Q: 3 clusters Score -1418891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1418892.750000 Penalty: 4850.047363
	Iteration 76Q: 3 clusters Score -1418893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1418894.125000 Penalty: 4850.047363
	Iteration 77Q: 3 clusters Score -1418894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1418898.250000 Penalty: 4850.047363
	Iteration 78Q: 3 clusters Score -1418898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1418902.000000 Penalty: 4850.047363
	Iteration 79Q: 3 clusters Score -1418902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1418904.250000 Penalty: 4850.047363
	Iteration 80F: 3 clusters Score -1418904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1418911.375000 Penalty: 4850.047363
	Iteration 81Q: 3 clusters Score -1418911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1418915.875000 Penalty: 4850.047363
	Iteration 82Q: 3 clusters Score -1418916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1418913.500000 Penalty: 4850.047363
	Iteration 83Q: 3 clusters Score -1418914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1418914.375000 Penalty: 4850.047363
	Iteration 84Q: 3 clusters Score -1418914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1418916.000000 Penalty: 4850.047363
	Iteration 85Q: 3 clusters Score -1418916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1418917.375000 Penalty: 4850.047363
	Iteration 86Q: 3 clusters Score -1418917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1418919.125000 Penalty: 4850.047363
	Iteration 87Q: 3 clusters Score -1418919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1418920.750000 Penalty: 4850.047363
	Iteration 88Q: 3 clusters Score -1418921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1418924.750000 Penalty: 4850.047363
	Iteration 89Q: 3 clusters Score -1418925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1418925.125000 Penalty: 4850.047363
	Iteration 90Q: 3 clusters Score -1418925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1418924.875000 Penalty: 4850.047363
	Iteration 91Q: 3 clusters Score -1418925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1418923.875000 Penalty: 4850.047363
	Iteration 92Q: 3 clusters Score -1418924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1418925.000000 Penalty: 4850.047363
	Iteration 93Q: 3 clusters Score -1418925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1418929.000000 Penalty: 4850.047363
	Iteration 94Q: 3 clusters Score -1418929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1418931.625000 Penalty: 4850.047363
	Iteration 95Q: 3 clusters Score -1418932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1418930.000000 Penalty: 4850.047363
	Iteration 96Q: 3 clusters Score -1418930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1418930.375000 Penalty: 4850.047363
	Iteration 97Q: 3 clusters Score -1418930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1418932.250000 Penalty: 4850.047363
	Iteration 98Q: 3 clusters Score -1418932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1418933.125000 Penalty: 4850.047363
	Iteration 99Q: 3 clusters Score -1418933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1418930.625000 Penalty: 4850.047363
	Iteration 100F: 3 clusters Score -1418931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1418931.250000 Penalty: 4850.047363
	Iteration 101Q: 3 clusters Score -1418931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1418931.125000 Penalty: 4850.047363
	Iteration 102Q: 3 clusters Score -1418931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1418931.375000 Penalty: 4850.047363
	Iteration 103Q: 3 clusters Score -1418931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1418935.875000 Penalty: 4850.047363
	Iteration 104Q: 3 clusters Score -1418936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1418937.000000 Penalty: 4850.047363
	Iteration 105Q: 3 clusters Score -1418937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1418935.000000 Penalty: 4850.047363
	Iteration 106Q: 3 clusters Score -1418935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1418939.375000 Penalty: 4850.047363
	Iteration 107Q: 3 clusters Score -1418939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1418944.625000 Penalty: 4850.047363
	Iteration 108Q: 3 clusters Score -1418945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1418946.125000 Penalty: 4850.047363
	Iteration 109Q: 3 clusters Score -1418946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1418943.625000 Penalty: 4850.047363
	Iteration 110Q: 3 clusters Score -1418944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1418947.625000 Penalty: 4850.047363
	Iteration 111Q: 3 clusters Score -1418948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1418943.500000 Penalty: 4850.047363
	Iteration 112Q: 3 clusters Score -1418944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1418945.750000 Penalty: 4850.047363
	Iteration 113Q: 3 clusters Score -1418946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1418947.750000 Penalty: 4850.047363
	Iteration 114Q: 3 clusters Score -1418948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1418945.875000 Penalty: 4850.047363
	Iteration 115Q: 3 clusters Score -1418946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1418947.750000 Penalty: 4850.047363
	Iteration 116Q: 3 clusters Score -1418948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1418950.750000 Penalty: 4850.047363
	Iteration 117Q: 3 clusters Score -1418951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1418953.000000 Penalty: 4850.047363
	Iteration 118Q: 3 clusters Score -1418953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1418953.875000 Penalty: 4850.047363
	Iteration 119Q: 3 clusters Score -1418954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1418952.875000 Penalty: 4850.047363
	Iteration 120F: 3 clusters Score -1418953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1418950.250000 Penalty: 4850.047363
	Iteration 121Q: 3 clusters Score -1418950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1418951.000000 Penalty: 4850.047363
	Iteration 122Q: 3 clusters Score -1418951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1418950.375000 Penalty: 4850.047363
	Iteration 123Q: 3 clusters Score -1418950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1418952.500000 Penalty: 4850.047363
	Iteration 124Q: 3 clusters Score -1418952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1418954.125000 Penalty: 4850.047363
	Iteration 125Q: 3 clusters Score -1418954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1418954.125000 Penalty: 4850.047363
	Iteration 126F: 3 clusters Score -1418954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Entering Unmasked Estep 
Score: -743536.500000 Penalty: 2263.809082
	Iteration 0F: 2 clusters Score -743536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -736278.000000 Penalty: 4527.618164
	Iteration 0F: 3 clusters Score -736278 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -738457.312500 Penalty: 4527.618164
	Iteration 1F: 3 clusters Score -738457.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -738824.125000 Penalty: 4527.618164
	Iteration 2F: 3 clusters Score -738824.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -739093.687500 Penalty: 4527.618164
	Iteration 3F: 3 clusters Score -739093.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -739381.437500 Penalty: 4527.618164
	Iteration 4Q: 3 clusters Score -739381.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -739672.687500 Penalty: 4527.618164
	Iteration 5Q: 3 clusters Score -739672.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -739968.375000 Penalty: 4527.618164
	Iteration 6Q: 3 clusters Score -739968.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -740221.000000 Penalty: 4527.618164
	Iteration 7Q: 3 clusters Score -740221 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -740511.875000 Penalty: 4527.618164
	Iteration 8Q: 3 clusters Score -740511.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -740765.875000 Penalty: 4527.618164
	Iteration 9Q: 3 clusters Score -740765.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -740998.750000 Penalty: 4527.618164
	Iteration 10Q: 3 clusters Score -740998.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -741231.125000 Penalty: 4527.618164
	Iteration 11Q: 3 clusters Score -741231.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -741457.625000 Penalty: 4527.618164
	Iteration 12Q: 3 clusters Score -741457.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -741655.625000 Penalty: 4527.618164
	Iteration 13Q: 3 clusters Score -741655.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -741827.250000 Penalty: 4527.618164
	Iteration 14Q: 3 clusters Score -741827.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -741945.312500 Penalty: 4527.618164
	Iteration 15Q: 3 clusters Score -741945.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -742010.375000 Penalty: 4527.618164
	Iteration 16Q: 3 clusters Score -742010.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -742056.562500 Penalty: 4527.618164
	Iteration 17Q: 3 clusters Score -742056.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -742091.562500 Penalty: 4527.618164
	Iteration 18Q: 3 clusters Score -742091.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -742116.250000 Penalty: 4527.618164
	Iteration 19Q: 3 clusters Score -742116.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -742130.687500 Penalty: 4527.618164
	Iteration 20F: 3 clusters Score -742130.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -742139.562500 Penalty: 4527.618164
	Iteration 21Q: 3 clusters Score -742139.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -742147.187500 Penalty: 4527.618164
	Iteration 22Q: 3 clusters Score -742147.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -742152.062500 Penalty: 4527.618164
	Iteration 23Q: 3 clusters Score -742152.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -742156.187500 Penalty: 4527.618164
	Iteration 24Q: 3 clusters Score -742156.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -742163.375000 Penalty: 4527.618164
	Iteration 25Q: 3 clusters Score -742163.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -742165.812500 Penalty: 4527.618164
	Iteration 26Q: 3 clusters Score -742165.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -742167.187500 Penalty: 4527.618164
	Iteration 27Q: 3 clusters Score -742167.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -742169.937500 Penalty: 4527.618164
	Iteration 28Q: 3 clusters Score -742169.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -742172.875000 Penalty: 4527.618164
	Iteration 29Q: 3 clusters Score -742172.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -742180.687500 Penalty: 4527.618164
	Iteration 30Q: 3 clusters Score -742180.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -742184.250000 Penalty: 4527.618164
	Iteration 31Q: 3 clusters Score -742184.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -742191.312500 Penalty: 4527.618164
	Iteration 32Q: 3 clusters Score -742191.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -742194.062500 Penalty: 4527.618164
	Iteration 33Q: 3 clusters Score -742194.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -742202.937500 Penalty: 4527.618164
	Iteration 34Q: 3 clusters Score -742202.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -742206.375000 Penalty: 4527.618164
	Iteration 35Q: 3 clusters Score -742206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -742212.500000 Penalty: 4527.618164
	Iteration 36Q: 3 clusters Score -742212.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -742213.500000 Penalty: 4527.618164
	Iteration 37Q: 3 clusters Score -742213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -742216.687500 Penalty: 4527.618164
	Iteration 38Q: 3 clusters Score -742216.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -742218.750000 Penalty: 4527.618164
	Iteration 39Q: 3 clusters Score -742218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -742220.500000 Penalty: 4527.618164
	Iteration 40F: 3 clusters Score -742220.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -742225.375000 Penalty: 4527.618164
	Iteration 41Q: 3 clusters Score -742225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -742227.750000 Penalty: 4527.618164
	Iteration 42Q: 3 clusters Score -742227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -742234.687500 Penalty: 4527.618164
	Iteration 43Q: 3 clusters Score -742234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -742235.312500 Penalty: 4527.618164
	Iteration 44Q: 3 clusters Score -742235.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -742235.437500 Penalty: 4527.618164
	Iteration 45Q: 3 clusters Score -742235.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -742240.250000 Penalty: 4527.618164
	Iteration 46Q: 3 clusters Score -742240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -742243.500000 Penalty: 4527.618164
	Iteration 47Q: 3 clusters Score -742243.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -742244.812500 Penalty: 4527.618164
	Iteration 48Q: 3 clusters Score -742244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -742246.937500 Penalty: 4527.618164
	Iteration 49Q: 3 clusters Score -742246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -742247.062500 Penalty: 4527.618164
	Iteration 50Q: 3 clusters Score -742247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -742250.062500 Penalty: 4527.618164
	Iteration 51Q: 3 clusters Score -742250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -742251.250000 Penalty: 4527.618164
	Iteration 52Q: 3 clusters Score -742251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -742254.875000 Penalty: 4527.618164
	Iteration 53Q: 3 clusters Score -742254.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -742255.187500 Penalty: 4527.618164
	Iteration 54Q: 3 clusters Score -742255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -742258.437500 Penalty: 4527.618164
	Iteration 55Q: 3 clusters Score -742258.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -742261.687500 Penalty: 4527.618164
	Iteration 56Q: 3 clusters Score -742261.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -742263.812500 Penalty: 4527.618164
	Iteration 57Q: 3 clusters Score -742263.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -742267.187500 Penalty: 4527.618164
	Iteration 58Q: 3 clusters Score -742267.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -742271.437500 Penalty: 4527.618164
	Iteration 59Q: 3 clusters Score -742271.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -742276.625000 Penalty: 4527.618164
	Iteration 60F: 3 clusters Score -742276.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -742281.750000 Penalty: 4527.618164
	Iteration 61Q: 3 clusters Score -742281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -742285.312500 Penalty: 4527.618164
	Iteration 62Q: 3 clusters Score -742285.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -742294.500000 Penalty: 4527.618164
	Iteration 63Q: 3 clusters Score -742294.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -742301.125000 Penalty: 4527.618164
	Iteration 64Q: 3 clusters Score -742301.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -742305.750000 Penalty: 4527.618164
	Iteration 65Q: 3 clusters Score -742305.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -742308.125000 Penalty: 4527.618164
	Iteration 66Q: 3 clusters Score -742308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -742310.125000 Penalty: 4527.618164
	Iteration 67Q: 3 clusters Score -742310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -742309.812500 Penalty: 4527.618164
	Iteration 68Q: 3 clusters Score -742309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -742313.312500 Penalty: 4527.618164
	Iteration 69Q: 3 clusters Score -742313.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -742313.812500 Penalty: 4527.618164
	Iteration 70Q: 3 clusters Score -742313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -742314.687500 Penalty: 4527.618164
	Iteration 71Q: 3 clusters Score -742314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -742315.250000 Penalty: 4527.618164
	Iteration 72Q: 3 clusters Score -742315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -742316.937500 Penalty: 4527.618164
	Iteration 73Q: 3 clusters Score -742316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -742318.250000 Penalty: 4527.618164
	Iteration 74Q: 3 clusters Score -742318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -742318.250000 Penalty: 4527.618164
	Iteration 75F: 3 clusters Score -742318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Entering Unmasked Estep 
Score: -1588208.375000 Penalty: 2433.777100
	Iteration 0F: 2 clusters Score -1588208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1575193.375000 Penalty: 4867.554199
	Iteration 0F: 3 clusters Score -1575193 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1579450.875000 Penalty: 4867.554199
	Iteration 1F: 3 clusters Score -1579451 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1579882.000000 Penalty: 4867.554199
	Iteration 2F: 3 clusters Score -1579882 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1580289.625000 Penalty: 4867.554199
	Iteration 3F: 3 clusters Score -1580290 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1580718.750000 Penalty: 4867.554199
	Iteration 4Q: 3 clusters Score -1580719 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1581239.375000 Penalty: 4867.554199
	Iteration 5F: 3 clusters Score -1581239 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1581916.000000 Penalty: 4867.554199
	Iteration 6F: 3 clusters Score -1581916 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1582724.750000 Penalty: 4867.554199
	Iteration 7F: 3 clusters Score -1582725 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1583572.250000 Penalty: 4867.554199
	Iteration 8F: 3 clusters Score -1583572 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1584535.625000 Penalty: 4867.554199
	Iteration 9F: 3 clusters Score -1584536 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1585563.875000 Penalty: 4867.554199
	Iteration 10F: 3 clusters Score -1585564 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1586650.250000 Penalty: 4867.554199
	Iteration 11Q: 3 clusters Score -1586650 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1587355.625000 Penalty: 4867.554199
	Iteration 12Q: 3 clusters Score -1587356 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1587652.000000 Penalty: 4867.554199
	Iteration 13Q: 3 clusters Score -1587652 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1587781.125000 Penalty: 4867.554199
	Iteration 14Q: 3 clusters Score -1587781 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1587864.250000 Penalty: 4867.554199
	Iteration 15Q: 3 clusters Score -1587864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1587921.625000 Penalty: 4867.554199
	Iteration 16Q: 3 clusters Score -1587922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1587972.625000 Penalty: 4867.554199
	Iteration 17Q: 3 clusters Score -1587973 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1588017.375000 Penalty: 4867.554199
	Iteration 18Q: 3 clusters Score -1588017 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1588058.750000 Penalty: 4867.554199
	Iteration 19Q: 3 clusters Score -1588059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1588089.500000 Penalty: 4867.554199
	Iteration 20F: 3 clusters Score -1588090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1588122.000000 Penalty: 4867.554199
	Iteration 21Q: 3 clusters Score -1588122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1588152.500000 Penalty: 4867.554199
	Iteration 22Q: 3 clusters Score -1588152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1588170.000000 Penalty: 4867.554199
	Iteration 23Q: 3 clusters Score -1588170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1588194.375000 Penalty: 4867.554199
	Iteration 24Q: 3 clusters Score -1588194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1588219.500000 Penalty: 4867.554199
	Iteration 25Q: 3 clusters Score -1588220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1588248.500000 Penalty: 4867.554199
	Iteration 26Q: 3 clusters Score -1588248 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1588281.375000 Penalty: 4867.554199
	Iteration 27Q: 3 clusters Score -1588281 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1588308.875000 Penalty: 4867.554199
	Iteration 28Q: 3 clusters Score -1588309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1588338.750000 Penalty: 4867.554199
	Iteration 29Q: 3 clusters Score -1588339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1588370.375000 Penalty: 4867.554199
	Iteration 30Q: 3 clusters Score -1588370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1588390.750000 Penalty: 4867.554199
	Iteration 31Q: 3 clusters Score -1588391 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1588404.250000 Penalty: 4867.554199
	Iteration 32Q: 3 clusters Score -1588404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1588418.125000 Penalty: 4867.554199
	Iteration 33Q: 3 clusters Score -1588418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1588429.750000 Penalty: 4867.554199
	Iteration 34Q: 3 clusters Score -1588430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1588439.875000 Penalty: 4867.554199
	Iteration 35Q: 3 clusters Score -1588440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1588445.625000 Penalty: 4867.554199
	Iteration 36Q: 3 clusters Score -1588446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1588453.000000 Penalty: 4867.554199
	Iteration 37Q: 3 clusters Score -1588453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1588451.875000 Penalty: 4867.554199
	Iteration 38Q: 3 clusters Score -1588452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1588459.875000 Penalty: 4867.554199
	Iteration 39Q: 3 clusters Score -1588460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1588460.875000 Penalty: 4867.554199
	Iteration 40F: 3 clusters Score -1588461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1588468.125000 Penalty: 4867.554199
	Iteration 41Q: 3 clusters Score -1588468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1588470.375000 Penalty: 4867.554199
	Iteration 42Q: 3 clusters Score -1588470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1588473.875000 Penalty: 4867.554199
	Iteration 43Q: 3 clusters Score -1588474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1588476.125000 Penalty: 4867.554199
	Iteration 44Q: 3 clusters Score -1588476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1588480.375000 Penalty: 4867.554199
	Iteration 45Q: 3 clusters Score -1588480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1588483.375000 Penalty: 4867.554199
	Iteration 46Q: 3 clusters Score -1588483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1588479.625000 Penalty: 4867.554199
	Iteration 47Q: 3 clusters Score -1588480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1588482.625000 Penalty: 4867.554199
	Iteration 48Q: 3 clusters Score -1588483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1588483.125000 Penalty: 4867.554199
	Iteration 49Q: 3 clusters Score -1588483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1588487.625000 Penalty: 4867.554199
	Iteration 50Q: 3 clusters Score -1588488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1588492.625000 Penalty: 4867.554199
	Iteration 51Q: 3 clusters Score -1588493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1588494.250000 Penalty: 4867.554199
	Iteration 52Q: 3 clusters Score -1588494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1588499.250000 Penalty: 4867.554199
	Iteration 53Q: 3 clusters Score -1588499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1588499.000000 Penalty: 4867.554199
	Iteration 54Q: 3 clusters Score -1588499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1588497.625000 Penalty: 4867.554199
	Iteration 55Q: 3 clusters Score -1588498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1588498.250000 Penalty: 4867.554199
	Iteration 56Q: 3 clusters Score -1588498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1588497.625000 Penalty: 4867.554199
	Iteration 57Q: 3 clusters Score -1588498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1588501.750000 Penalty: 4867.554199
	Iteration 58Q: 3 clusters Score -1588502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1588509.125000 Penalty: 4867.554199
	Iteration 59Q: 3 clusters Score -1588509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1588509.625000 Penalty: 4867.554199
	Iteration 60F: 3 clusters Score -1588510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1588509.500000 Penalty: 4867.554199
	Iteration 61Q: 3 clusters Score -1588510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1588509.500000 Penalty: 4867.554199
	Iteration 62F: 3 clusters Score -1588510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 11509 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 32369 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 31708 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 6772 members 
Entering Unmasked Estep 
Score: -112983752.000000 Penalty: 111907.523438
Splitting cluster 9 changes total score from -112983840.000000 to -112983752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -386210.031250 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -386210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -381298.875000 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -381298.9 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -382958.875000 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -382958.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -383561.968750 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -383562 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -384064.625000 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -384064.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -384535.406250 Penalty: 4289.604492
	Iteration 4F: 3 clusters Score -384535.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -384910.406250 Penalty: 4289.604492
	Iteration 5F: 3 clusters Score -384910.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -385200.437500 Penalty: 4289.604492
	Iteration 6F: 3 clusters Score -385200.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -385407.062500 Penalty: 4289.604492
	Iteration 7Q: 3 clusters Score -385407.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -385563.281250 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -385563.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -385653.718750 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -385653.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -385715.843750 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -385715.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -385772.593750 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -385772.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -385804.406250 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -385804.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -385830.093750 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -385830.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -385856.000000 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -385856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -385882.187500 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -385882.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -385901.312500 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -385901.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -385912.125000 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -385912.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -385920.375000 Penalty: 4289.604492
	Iteration 18Q: 3 clusters Score -385920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -385928.187500 Penalty: 4289.604492
	Iteration 19Q: 3 clusters Score -385928.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -385937.843750 Penalty: 4289.604492
	Iteration 20F: 3 clusters Score -385937.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -385950.625000 Penalty: 4289.604492
	Iteration 21Q: 3 clusters Score -385950.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -385960.062500 Penalty: 4289.604492
	Iteration 22Q: 3 clusters Score -385960.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -385968.187500 Penalty: 4289.604492
	Iteration 23Q: 3 clusters Score -385968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -385972.875000 Penalty: 4289.604492
	Iteration 24Q: 3 clusters Score -385972.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -385974.093750 Penalty: 4289.604492
	Iteration 25Q: 3 clusters Score -385974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -385975.718750 Penalty: 4289.604492
	Iteration 26Q: 3 clusters Score -385975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -385975.156250 Penalty: 4289.604492
	Iteration 27Q: 3 clusters Score -385975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -385976.437500 Penalty: 4289.604492
	Iteration 28Q: 3 clusters Score -385976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -385977.906250 Penalty: 4289.604492
	Iteration 29Q: 3 clusters Score -385977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -385979.218750 Penalty: 4289.604492
	Iteration 30Q: 3 clusters Score -385979.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -385981.906250 Penalty: 4289.604492
	Iteration 31Q: 3 clusters Score -385981.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -385985.750000 Penalty: 4289.604492
	Iteration 32Q: 3 clusters Score -385985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -385988.531250 Penalty: 4289.604492
	Iteration 33Q: 3 clusters Score -385988.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -385989.343750 Penalty: 4289.604492
	Iteration 34Q: 3 clusters Score -385989.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -385989.312500 Penalty: 4289.604492
	Iteration 35Q: 3 clusters Score -385989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -385989.312500 Penalty: 4289.604492
	Iteration 36F: 3 clusters Score -385989.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (104175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Entering Unmasked Estep 
Score: -9133607.000000 Penalty: 2865.349121
	Iteration 0F: 2 clusters Score -9133607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -9063462.000000 Penalty: 5730.698242
	Iteration 0F: 3 clusters Score -9063462 nChanged 49468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9091640.000000 Penalty: 5730.698242
	Iteration 1F: 3 clusters Score -9091640 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -9092869.000000 Penalty: 5730.698242
	Iteration 2Q: 3 clusters Score -9092869 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -9094631.000000 Penalty: 5730.698242
	Iteration 3Q: 3 clusters Score -9094631 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -9097218.000000 Penalty: 5730.698242
	Iteration 4Q: 3 clusters Score -9097218 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -9100765.000000 Penalty: 5730.698242
	Iteration 5F: 3 clusters Score -9100765 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -9105532.000000 Penalty: 5730.698242
	Iteration 6F: 3 clusters Score -9105532 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -9111570.000000 Penalty: 5730.698242
	Iteration 7F: 3 clusters Score -9111570 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -9118128.000000 Penalty: 5730.698242
	Iteration 8F: 3 clusters Score -9118128 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -9123862.000000 Penalty: 5730.698242
	Iteration 9F: 3 clusters Score -9123862 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99498 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -9127598.000000 Penalty: 5730.698242
	Iteration 10Q: 3 clusters Score -9127598 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9129642.000000 Penalty: 5730.698242
	Iteration 11Q: 3 clusters Score -9129642 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9130579.000000 Penalty: 5730.698242
	Iteration 12Q: 3 clusters Score -9130579 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9130916.000000 Penalty: 5730.698242
	Iteration 13Q: 3 clusters Score -9130916 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9131089.000000 Penalty: 5730.698242
	Iteration 14Q: 3 clusters Score -9131089 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9131183.000000 Penalty: 5730.698242
	Iteration 15Q: 3 clusters Score -9131183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9131252.000000 Penalty: 5730.698242
	Iteration 16Q: 3 clusters Score -9131252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9131284.000000 Penalty: 5730.698242
	Iteration 17Q: 3 clusters Score -9131284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9131324.000000 Penalty: 5730.698242
	Iteration 18Q: 3 clusters Score -9131324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103561 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9131328.000000 Penalty: 5730.698242
	Iteration 19Q: 3 clusters Score -9131328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9131339.000000 Penalty: 5730.698242
	Iteration 20F: 3 clusters Score -9131339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9131346.000000 Penalty: 5730.698242
	Iteration 21Q: 3 clusters Score -9131346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103573 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9131348.000000 Penalty: 5730.698242
	Iteration 22Q: 3 clusters Score -9131348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9131354.000000 Penalty: 5730.698242
	Iteration 23Q: 3 clusters Score -9131354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9131356.000000 Penalty: 5730.698242
	Iteration 24Q: 3 clusters Score -9131356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9131356.000000 Penalty: 5730.698242
	Iteration 25Q: 3 clusters Score -9131356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9131371.000000 Penalty: 5730.698242
	Iteration 26Q: 3 clusters Score -9131371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9131354.000000 Penalty: 5730.698242
	Iteration 27Q: 3 clusters Score -9131354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9131354.000000 Penalty: 5730.698242
	Iteration 28F: 3 clusters Score -9131354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Entering Unmasked Estep 
Score: -2779218.000000 Penalty: 2575.469238
	Iteration 0F: 2 clusters Score -2779218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2757211.750000 Penalty: 5150.938477
	Iteration 0F: 3 clusters Score -2757212 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2765254.500000 Penalty: 5150.938477
	Iteration 1F: 3 clusters Score -2765254 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2766074.500000 Penalty: 5150.938477
	Iteration 2F: 3 clusters Score -2766074 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2767305.250000 Penalty: 5150.938477
	Iteration 3F: 3 clusters Score -2767305 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2769001.000000 Penalty: 5150.938477
	Iteration 4F: 3 clusters Score -2769001 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2770908.000000 Penalty: 5150.938477
	Iteration 5F: 3 clusters Score -2770908 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2772719.000000 Penalty: 5150.938477
	Iteration 6F: 3 clusters Score -2772719 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2774206.500000 Penalty: 5150.938477
	Iteration 7F: 3 clusters Score -2774206 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2775128.250000 Penalty: 5150.938477
	Iteration 8F: 3 clusters Score -2775128 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2775657.250000 Penalty: 5150.938477
	Iteration 9Q: 3 clusters Score -2775657 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2775952.250000 Penalty: 5150.938477
	Iteration 10Q: 3 clusters Score -2775952 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2776174.000000 Penalty: 5150.938477
	Iteration 11Q: 3 clusters Score -2776174 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2776314.250000 Penalty: 5150.938477
	Iteration 12Q: 3 clusters Score -2776314 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2776429.250000 Penalty: 5150.938477
	Iteration 13Q: 3 clusters Score -2776429 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2776560.750000 Penalty: 5150.938477
	Iteration 14Q: 3 clusters Score -2776561 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2776624.000000 Penalty: 5150.938477
	Iteration 15Q: 3 clusters Score -2776624 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2776709.000000 Penalty: 5150.938477
	Iteration 16Q: 3 clusters Score -2776709 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2776757.000000 Penalty: 5150.938477
	Iteration 17Q: 3 clusters Score -2776757 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2776826.000000 Penalty: 5150.938477
	Iteration 18Q: 3 clusters Score -2776826 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2776875.000000 Penalty: 5150.938477
	Iteration 19Q: 3 clusters Score -2776875 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2776936.500000 Penalty: 5150.938477
	Iteration 20F: 3 clusters Score -2776936 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2777003.750000 Penalty: 5150.938477
	Iteration 21Q: 3 clusters Score -2777004 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2777069.500000 Penalty: 5150.938477
	Iteration 22Q: 3 clusters Score -2777070 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2777148.250000 Penalty: 5150.938477
	Iteration 23Q: 3 clusters Score -2777148 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2777236.750000 Penalty: 5150.938477
	Iteration 24Q: 3 clusters Score -2777237 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2777335.000000 Penalty: 5150.938477
	Iteration 25Q: 3 clusters Score -2777335 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2777442.250000 Penalty: 5150.938477
	Iteration 26Q: 3 clusters Score -2777442 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2777566.500000 Penalty: 5150.938477
	Iteration 27Q: 3 clusters Score -2777566 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2777752.750000 Penalty: 5150.938477
	Iteration 28Q: 3 clusters Score -2777753 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2777944.750000 Penalty: 5150.938477
	Iteration 29Q: 3 clusters Score -2777945 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2778192.750000 Penalty: 5150.938477
	Iteration 30Q: 3 clusters Score -2778193 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -2778424.000000 Penalty: 5150.938477
	Iteration 31Q: 3 clusters Score -2778424 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -2778655.750000 Penalty: 5150.938477
	Iteration 32Q: 3 clusters Score -2778656 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2778839.500000 Penalty: 5150.938477
	Iteration 33Q: 3 clusters Score -2778840 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2778983.250000 Penalty: 5150.938477
	Iteration 34Q: 3 clusters Score -2778983 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2779096.250000 Penalty: 5150.938477
	Iteration 35Q: 3 clusters Score -2779096 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2779187.750000 Penalty: 5150.938477
	Iteration 36Q: 3 clusters Score -2779188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -2779268.750000 Penalty: 5150.938477
	Iteration 37Q: 3 clusters Score -2779269 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -2779336.500000 Penalty: 5150.938477
	Iteration 38Q: 3 clusters Score -2779336 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2779402.750000 Penalty: 5150.938477
	Iteration 39Q: 3 clusters Score -2779403 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2779448.000000 Penalty: 5150.938477
	Iteration 40F: 3 clusters Score -2779448 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -2779495.000000 Penalty: 5150.938477
	Iteration 41Q: 3 clusters Score -2779495 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -2779525.250000 Penalty: 5150.938477
	Iteration 42Q: 3 clusters Score -2779525 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2779564.500000 Penalty: 5150.938477
	Iteration 43Q: 3 clusters Score -2779564 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -2779590.500000 Penalty: 5150.938477
	Iteration 44Q: 3 clusters Score -2779590 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -2779620.500000 Penalty: 5150.938477
	Iteration 45Q: 3 clusters Score -2779620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -2779658.250000 Penalty: 5150.938477
	Iteration 46Q: 3 clusters Score -2779658 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -2779706.750000 Penalty: 5150.938477
	Iteration 47Q: 3 clusters Score -2779707 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -2779736.500000 Penalty: 5150.938477
	Iteration 48Q: 3 clusters Score -2779736 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -2779764.750000 Penalty: 5150.938477
	Iteration 49Q: 3 clusters Score -2779765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -2779802.250000 Penalty: 5150.938477
	Iteration 50Q: 3 clusters Score -2779802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -2779813.500000 Penalty: 5150.938477
	Iteration 51Q: 3 clusters Score -2779814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2779839.000000 Penalty: 5150.938477
	Iteration 52Q: 3 clusters Score -2779839 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2779854.750000 Penalty: 5150.938477
	Iteration 53Q: 3 clusters Score -2779855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -2779871.250000 Penalty: 5150.938477
	Iteration 54Q: 3 clusters Score -2779871 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2779900.500000 Penalty: 5150.938477
	Iteration 55Q: 3 clusters Score -2779900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -2779929.000000 Penalty: 5150.938477
	Iteration 56Q: 3 clusters Score -2779929 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -2779957.500000 Penalty: 5150.938477
	Iteration 57Q: 3 clusters Score -2779958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2779997.000000 Penalty: 5150.938477
	Iteration 58Q: 3 clusters Score -2779997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -2780055.250000 Penalty: 5150.938477
	Iteration 59Q: 3 clusters Score -2780055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -2780097.500000 Penalty: 5150.938477
	Iteration 60F: 3 clusters Score -2780098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -2780124.000000 Penalty: 5150.938477
	Iteration 61Q: 3 clusters Score -2780124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -2780143.500000 Penalty: 5150.938477
	Iteration 62Q: 3 clusters Score -2780144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -2780154.000000 Penalty: 5150.938477
	Iteration 63Q: 3 clusters Score -2780154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2780169.000000 Penalty: 5150.938477
	Iteration 64Q: 3 clusters Score -2780169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -2780187.250000 Penalty: 5150.938477
	Iteration 65Q: 3 clusters Score -2780187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -2780185.000000 Penalty: 5150.938477
	Iteration 66Q: 3 clusters Score -2780185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2780189.750000 Penalty: 5150.938477
	Iteration 67Q: 3 clusters Score -2780190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -2780203.500000 Penalty: 5150.938477
	Iteration 68Q: 3 clusters Score -2780204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -2780204.250000 Penalty: 5150.938477
	Iteration 69Q: 3 clusters Score -2780204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -2780204.000000 Penalty: 5150.938477
	Iteration 70Q: 3 clusters Score -2780204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -2780202.750000 Penalty: 5150.938477
	Iteration 71Q: 3 clusters Score -2780203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -2780204.750000 Penalty: 5150.938477
	Iteration 72Q: 3 clusters Score -2780205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -2780211.500000 Penalty: 5150.938477
	Iteration 73Q: 3 clusters Score -2780212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -2780213.500000 Penalty: 5150.938477
	Iteration 74Q: 3 clusters Score -2780214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -2780216.000000 Penalty: 5150.938477
	Iteration 75Q: 3 clusters Score -2780216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -2780217.000000 Penalty: 5150.938477
	Iteration 76Q: 3 clusters Score -2780217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -2780216.000000 Penalty: 5150.938477
	Iteration 77Q: 3 clusters Score -2780216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -2780216.500000 Penalty: 5150.938477
	Iteration 78Q: 3 clusters Score -2780216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -2780216.500000 Penalty: 5150.938477
	Iteration 79F: 3 clusters Score -2780216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 6158 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 31708 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Entering Unmasked Estep 
Score: -112984584.000000 Penalty: 111907.523438
Splitting cluster 12 changes total score from -112983840.000000 to -112984584.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (9435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Entering Unmasked Estep 
Score: -753078.875000 Penalty: 2269.740967
	Iteration 0F: 2 clusters Score -753078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -745806.875000 Penalty: 4539.481934
	Iteration 0F: 3 clusters Score -745806.9 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -747917.750000 Penalty: 4539.481934
	Iteration 1F: 3 clusters Score -747917.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -748296.625000 Penalty: 4539.481934
	Iteration 2F: 3 clusters Score -748296.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -748610.000000 Penalty: 4539.481934
	Iteration 3F: 3 clusters Score -748610 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -748927.625000 Penalty: 4539.481934
	Iteration 4F: 3 clusters Score -748927.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -749215.375000 Penalty: 4539.481934
	Iteration 5Q: 3 clusters Score -749215.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -749491.125000 Penalty: 4539.481934
	Iteration 6Q: 3 clusters Score -749491.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -749764.437500 Penalty: 4539.481934
	Iteration 7Q: 3 clusters Score -749764.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -750040.937500 Penalty: 4539.481934
	Iteration 8Q: 3 clusters Score -750040.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -750298.437500 Penalty: 4539.481934
	Iteration 9Q: 3 clusters Score -750298.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -750555.000000 Penalty: 4539.481934
	Iteration 10Q: 3 clusters Score -750555 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -750770.250000 Penalty: 4539.481934
	Iteration 11Q: 3 clusters Score -750770.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -750931.125000 Penalty: 4539.481934
	Iteration 12Q: 3 clusters Score -750931.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -751051.687500 Penalty: 4539.481934
	Iteration 13Q: 3 clusters Score -751051.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -751143.000000 Penalty: 4539.481934
	Iteration 14Q: 3 clusters Score -751143 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -751219.375000 Penalty: 4539.481934
	Iteration 15Q: 3 clusters Score -751219.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -751273.937500 Penalty: 4539.481934
	Iteration 16Q: 3 clusters Score -751273.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -751311.437500 Penalty: 4539.481934
	Iteration 17Q: 3 clusters Score -751311.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -751334.062500 Penalty: 4539.481934
	Iteration 18Q: 3 clusters Score -751334.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -751351.062500 Penalty: 4539.481934
	Iteration 19Q: 3 clusters Score -751351.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -751366.562500 Penalty: 4539.481934
	Iteration 20F: 3 clusters Score -751366.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -751381.750000 Penalty: 4539.481934
	Iteration 21Q: 3 clusters Score -751381.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -751399.375000 Penalty: 4539.481934
	Iteration 22Q: 3 clusters Score -751399.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -751412.062500 Penalty: 4539.481934
	Iteration 23Q: 3 clusters Score -751412.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -751424.375000 Penalty: 4539.481934
	Iteration 24Q: 3 clusters Score -751424.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -751437.625000 Penalty: 4539.481934
	Iteration 25Q: 3 clusters Score -751437.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -751443.125000 Penalty: 4539.481934
	Iteration 26Q: 3 clusters Score -751443.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -751455.812500 Penalty: 4539.481934
	Iteration 27Q: 3 clusters Score -751455.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -751464.875000 Penalty: 4539.481934
	Iteration 28Q: 3 clusters Score -751464.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -751476.000000 Penalty: 4539.481934
	Iteration 29Q: 3 clusters Score -751476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -751486.625000 Penalty: 4539.481934
	Iteration 30Q: 3 clusters Score -751486.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -751501.375000 Penalty: 4539.481934
	Iteration 31Q: 3 clusters Score -751501.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -751518.875000 Penalty: 4539.481934
	Iteration 32Q: 3 clusters Score -751518.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -751530.250000 Penalty: 4539.481934
	Iteration 33Q: 3 clusters Score -751530.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -751539.812500 Penalty: 4539.481934
	Iteration 34Q: 3 clusters Score -751539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -751547.562500 Penalty: 4539.481934
	Iteration 35Q: 3 clusters Score -751547.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -751552.750000 Penalty: 4539.481934
	Iteration 36Q: 3 clusters Score -751552.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -751564.125000 Penalty: 4539.481934
	Iteration 37Q: 3 clusters Score -751564.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -751571.250000 Penalty: 4539.481934
	Iteration 38Q: 3 clusters Score -751571.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -751576.187500 Penalty: 4539.481934
	Iteration 39Q: 3 clusters Score -751576.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -751576.687500 Penalty: 4539.481934
	Iteration 40F: 3 clusters Score -751576.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -751581.812500 Penalty: 4539.481934
	Iteration 41Q: 3 clusters Score -751581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -751582.937500 Penalty: 4539.481934
	Iteration 42Q: 3 clusters Score -751582.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -751584.312500 Penalty: 4539.481934
	Iteration 43Q: 3 clusters Score -751584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -751589.562500 Penalty: 4539.481934
	Iteration 44Q: 3 clusters Score -751589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -751591.062500 Penalty: 4539.481934
	Iteration 45Q: 3 clusters Score -751591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -751591.625000 Penalty: 4539.481934
	Iteration 46Q: 3 clusters Score -751591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -751591.937500 Penalty: 4539.481934
	Iteration 47Q: 3 clusters Score -751591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -751591.937500 Penalty: 4539.481934
	Iteration 48Q: 3 clusters Score -751591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -751591.937500 Penalty: 4539.481934
	Iteration 49F: 3 clusters Score -751591.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Entering Unmasked Estep 
Score: -504740.593750 Penalty: 2163.926025
	Iteration 0F: 2 clusters Score -504740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -499446.000000 Penalty: 4327.852051
	Iteration 0F: 3 clusters Score -499446 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -500783.562500 Penalty: 4327.852051
	Iteration 1F: 3 clusters Score -500783.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -501110.000000 Penalty: 4327.852051
	Iteration 2F: 3 clusters Score -501110 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -501391.750000 Penalty: 4327.852051
	Iteration 3F: 3 clusters Score -501391.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -501718.937500 Penalty: 4327.852051
	Iteration 4F: 3 clusters Score -501718.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -502061.468750 Penalty: 4327.852051
	Iteration 5F: 3 clusters Score -502061.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -502419.281250 Penalty: 4327.852051
	Iteration 6F: 3 clusters Score -502419.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -502732.406250 Penalty: 4327.852051
	Iteration 7F: 3 clusters Score -502732.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -502999.218750 Penalty: 4327.852051
	Iteration 8F: 3 clusters Score -502999.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -503178.031250 Penalty: 4327.852051
	Iteration 9Q: 3 clusters Score -503178 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -503314.406250 Penalty: 4327.852051
	Iteration 10Q: 3 clusters Score -503314.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -503405.031250 Penalty: 4327.852051
	Iteration 11Q: 3 clusters Score -503405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -503469.687500 Penalty: 4327.852051
	Iteration 12Q: 3 clusters Score -503469.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -503518.156250 Penalty: 4327.852051
	Iteration 13Q: 3 clusters Score -503518.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -503556.687500 Penalty: 4327.852051
	Iteration 14Q: 3 clusters Score -503556.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -503594.468750 Penalty: 4327.852051
	Iteration 15Q: 3 clusters Score -503594.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -503637.000000 Penalty: 4327.852051
	Iteration 16Q: 3 clusters Score -503637 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -503696.750000 Penalty: 4327.852051
	Iteration 17Q: 3 clusters Score -503696.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -503782.843750 Penalty: 4327.852051
	Iteration 18Q: 3 clusters Score -503782.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -503893.312500 Penalty: 4327.852051
	Iteration 19Q: 3 clusters Score -503893.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -504073.062500 Penalty: 4327.852051
	Iteration 20F: 3 clusters Score -504073.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -504389.406250 Penalty: 4327.852051
	Iteration 21Q: 3 clusters Score -504389.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -504981.968750 Penalty: 4327.852051
	Iteration 22Q: 3 clusters Score -504982 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -505893.781250 Penalty: 4327.852051
	Iteration 23F: 3 clusters Score -505893.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -506594.562500 Penalty: 4327.852051
	Iteration 24Q: 3 clusters Score -506594.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -506677.468750 Penalty: 4327.852051
	Iteration 25Q: 3 clusters Score -506677.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -506693.937500 Penalty: 4327.852051
	Iteration 26Q: 3 clusters Score -506693.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -506702.218750 Penalty: 4327.852051
	Iteration 27Q: 3 clusters Score -506702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -506707.562500 Penalty: 4327.852051
	Iteration 28Q: 3 clusters Score -506707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -506709.687500 Penalty: 4327.852051
	Iteration 29Q: 3 clusters Score -506709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -506710.000000 Penalty: 4327.852051
	Iteration 30Q: 3 clusters Score -506710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -506710.906250 Penalty: 4327.852051
	Iteration 31Q: 3 clusters Score -506710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -506712.343750 Penalty: 4327.852051
	Iteration 32Q: 3 clusters Score -506712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -506712.562500 Penalty: 4327.852051
	Iteration 33Q: 3 clusters Score -506712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -506713.156250 Penalty: 4327.852051
	Iteration 34Q: 3 clusters Score -506713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -506714.312500 Penalty: 4327.852051
	Iteration 35Q: 3 clusters Score -506714.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -506714.656250 Penalty: 4327.852051
	Iteration 36Q: 3 clusters Score -506714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -506714.937500 Penalty: 4327.852051
	Iteration 37Q: 3 clusters Score -506714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -506717.593750 Penalty: 4327.852051
	Iteration 38Q: 3 clusters Score -506717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -506716.875000 Penalty: 4327.852051
	Iteration 39Q: 3 clusters Score -506716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -506716.875000 Penalty: 4327.852051
	Iteration 40F: 3 clusters Score -506716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 31708 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Entering Unmasked Estep 
Score: -112985184.000000 Penalty: 115404.632812
Splitting cluster 14 changes total score from -112983840.000000 to -112985184.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (335095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335095 members 
Entering Unmasked Estep 
Score: -29562882.000000 Penalty: 3155.097900
	Iteration 0F: 2 clusters Score -2.956288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167250 members 
Mstep: Class 2 contains 167845 members 
Entering Unmasked Estep 
Score: -29337996.000000 Penalty: 6310.195801
	Iteration 0F: 3 clusters Score -2.9338e+07 nChanged 162627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -29435324.000000 Penalty: 6310.195801
	Iteration 1F: 3 clusters Score -2.943532e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162941 members 
Mstep: Class 2 contains 172154 members 
Entering Unmasked Estep 
Score: -29437118.000000 Penalty: 6310.195801
	Iteration 2Q: 3 clusters Score -2.943712e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160193 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -29440184.000000 Penalty: 6310.195801
	Iteration 3Q: 3 clusters Score -2.944018e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156100 members 
Mstep: Class 2 contains 178995 members 
Entering Unmasked Estep 
Score: -29444866.000000 Penalty: 6310.195801
	Iteration 4Q: 3 clusters Score -2.944487e+07 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150110 members 
Mstep: Class 2 contains 184985 members 
Entering Unmasked Estep 
Score: -29451716.000000 Penalty: 6310.195801
	Iteration 5Q: 3 clusters Score -2.945172e+07 nChanged 17592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141478 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -29462598.000000 Penalty: 6310.195801
	Iteration 6F: 3 clusters Score -2.94626e+07 nChanged 20055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130105 members 
Mstep: Class 2 contains 204990 members 
Entering Unmasked Estep 
Score: -29475942.000000 Penalty: 6310.195801
	Iteration 7F: 3 clusters Score -2.947594e+07 nChanged 21119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 218151 members 
Entering Unmasked Estep 
Score: -29491624.000000 Penalty: 6310.195801
	Iteration 8F: 3 clusters Score -2.949162e+07 nChanged 19803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 231466 members 
Entering Unmasked Estep 
Score: -29505098.000000 Penalty: 6310.195801
	Iteration 9F: 3 clusters Score -2.95051e+07 nChanged 16994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 243754 members 
Entering Unmasked Estep 
Score: -29515004.000000 Penalty: 6310.195801
	Iteration 10F: 3 clusters Score -2.9515e+07 nChanged 13822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 255062 members 
Entering Unmasked Estep 
Score: -29522578.000000 Penalty: 6310.195801
	Iteration 11Q: 3 clusters Score -2.952258e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 265992 members 
Entering Unmasked Estep 
Score: -29528608.000000 Penalty: 6310.195801
	Iteration 12Q: 3 clusters Score -2.952861e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 276589 members 
Entering Unmasked Estep 
Score: -29534032.000000 Penalty: 6310.195801
	Iteration 13Q: 3 clusters Score -2.953403e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 286644 members 
Entering Unmasked Estep 
Score: -29539106.000000 Penalty: 6310.195801
	Iteration 14Q: 3 clusters Score -2.953911e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 295910 members 
Entering Unmasked Estep 
Score: -29543564.000000 Penalty: 6310.195801
	Iteration 15Q: 3 clusters Score -2.954356e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 304223 members 
Entering Unmasked Estep 
Score: -29547558.000000 Penalty: 6310.195801
	Iteration 16Q: 3 clusters Score -2.954756e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 311221 members 
Entering Unmasked Estep 
Score: -29551230.000000 Penalty: 6310.195801
	Iteration 17Q: 3 clusters Score -2.955123e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 316830 members 
Entering Unmasked Estep 
Score: -29553862.000000 Penalty: 6310.195801
	Iteration 18Q: 3 clusters Score -2.955386e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 321070 members 
Entering Unmasked Estep 
Score: -29555708.000000 Penalty: 6310.195801
	Iteration 19Q: 3 clusters Score -2.955571e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 324235 members 
Entering Unmasked Estep 
Score: -29556944.000000 Penalty: 6310.195801
	Iteration 20F: 3 clusters Score -2.955694e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 326557 members 
Entering Unmasked Estep 
Score: -29557806.000000 Penalty: 6310.195801
	Iteration 21Q: 3 clusters Score -2.955781e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 328271 members 
Entering Unmasked Estep 
Score: -29558602.000000 Penalty: 6310.195801
	Iteration 22Q: 3 clusters Score -2.95586e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 329520 members 
Entering Unmasked Estep 
Score: -29559030.000000 Penalty: 6310.195801
	Iteration 23Q: 3 clusters Score -2.955903e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 330419 members 
Entering Unmasked Estep 
Score: -29559226.000000 Penalty: 6310.195801
	Iteration 24Q: 3 clusters Score -2.955923e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 331059 members 
Entering Unmasked Estep 
Score: -29559466.000000 Penalty: 6310.195801
	Iteration 25Q: 3 clusters Score -2.955947e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 331520 members 
Entering Unmasked Estep 
Score: -29559588.000000 Penalty: 6310.195801
	Iteration 26Q: 3 clusters Score -2.955959e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 331871 members 
Entering Unmasked Estep 
Score: -29559794.000000 Penalty: 6310.195801
	Iteration 27Q: 3 clusters Score -2.955979e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 332113 members 
Entering Unmasked Estep 
Score: -29559922.000000 Penalty: 6310.195801
	Iteration 28Q: 3 clusters Score -2.955992e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 332313 members 
Entering Unmasked Estep 
Score: -29559890.000000 Penalty: 6310.195801
	Iteration 29Q: 3 clusters Score -2.955989e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 332472 members 
Entering Unmasked Estep 
Score: -29559968.000000 Penalty: 6310.195801
	Iteration 30Q: 3 clusters Score -2.955997e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 332607 members 
Entering Unmasked Estep 
Score: -29560056.000000 Penalty: 6310.195801
	Iteration 31Q: 3 clusters Score -2.956006e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 332715 members 
Entering Unmasked Estep 
Score: -29560148.000000 Penalty: 6310.195801
	Iteration 32Q: 3 clusters Score -2.956015e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 332801 members 
Entering Unmasked Estep 
Score: -29560142.000000 Penalty: 6310.195801
	Iteration 33Q: 3 clusters Score -2.956014e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 332861 members 
Entering Unmasked Estep 
Score: -29560200.000000 Penalty: 6310.195801
	Iteration 34Q: 3 clusters Score -2.95602e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 332917 members 
Entering Unmasked Estep 
Score: -29560220.000000 Penalty: 6310.195801
	Iteration 35Q: 3 clusters Score -2.956022e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 332974 members 
Entering Unmasked Estep 
Score: -29560212.000000 Penalty: 6310.195801
	Iteration 36Q: 3 clusters Score -2.956021e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 333027 members 
Entering Unmasked Estep 
Score: -29560236.000000 Penalty: 6310.195801
	Iteration 37Q: 3 clusters Score -2.956024e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 333067 members 
Entering Unmasked Estep 
Score: -29560244.000000 Penalty: 6310.195801
	Iteration 38Q: 3 clusters Score -2.956024e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 333094 members 
Entering Unmasked Estep 
Score: -29560260.000000 Penalty: 6310.195801
	Iteration 39Q: 3 clusters Score -2.956026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 333120 members 
Entering Unmasked Estep 
Score: -29560262.000000 Penalty: 6310.195801
	Iteration 40F: 3 clusters Score -2.956026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 333142 members 
Entering Unmasked Estep 
Score: -29560266.000000 Penalty: 6310.195801
	Iteration 41Q: 3 clusters Score -2.956027e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 333170 members 
Entering Unmasked Estep 
Score: -29560324.000000 Penalty: 6310.195801
	Iteration 42Q: 3 clusters Score -2.956032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 333202 members 
Entering Unmasked Estep 
Score: -29560312.000000 Penalty: 6310.195801
	Iteration 43Q: 3 clusters Score -2.956031e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 333225 members 
Entering Unmasked Estep 
Score: -29560330.000000 Penalty: 6310.195801
	Iteration 44Q: 3 clusters Score -2.956033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 333250 members 
Entering Unmasked Estep 
Score: -29560324.000000 Penalty: 6310.195801
	Iteration 45Q: 3 clusters Score -2.956032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 333258 members 
Entering Unmasked Estep 
Score: -29560322.000000 Penalty: 6310.195801
	Iteration 46Q: 3 clusters Score -2.956032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 333260 members 
Entering Unmasked Estep 
Score: -29560324.000000 Penalty: 6310.195801
	Iteration 47Q: 3 clusters Score -2.956032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 333271 members 
Entering Unmasked Estep 
Score: -29560324.000000 Penalty: 6310.195801
	Iteration 48Q: 3 clusters Score -2.956032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 333280 members 
Entering Unmasked Estep 
Score: -29560330.000000 Penalty: 6310.195801
	Iteration 49Q: 3 clusters Score -2.956033e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 333298 members 
Entering Unmasked Estep 
Score: -29560338.000000 Penalty: 6310.195801
	Iteration 50Q: 3 clusters Score -2.956034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 333311 members 
Entering Unmasked Estep 
Score: -29560330.000000 Penalty: 6310.195801
	Iteration 51Q: 3 clusters Score -2.956033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 333327 members 
Entering Unmasked Estep 
Score: -29560340.000000 Penalty: 6310.195801
	Iteration 52Q: 3 clusters Score -2.956034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 333336 members 
Entering Unmasked Estep 
Score: -29560324.000000 Penalty: 6310.195801
	Iteration 53Q: 3 clusters Score -2.956032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 333340 members 
Entering Unmasked Estep 
Score: -29560344.000000 Penalty: 6310.195801
	Iteration 54Q: 3 clusters Score -2.956034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 333346 members 
Entering Unmasked Estep 
Score: -29560336.000000 Penalty: 6310.195801
	Iteration 55Q: 3 clusters Score -2.956034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 333353 members 
Entering Unmasked Estep 
Score: -29560346.000000 Penalty: 6310.195801
	Iteration 56Q: 3 clusters Score -2.956035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 333357 members 
Entering Unmasked Estep 
Score: -29560340.000000 Penalty: 6310.195801
	Iteration 57Q: 3 clusters Score -2.956034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 333357 members 
Entering Unmasked Estep 
Score: -29560344.000000 Penalty: 6310.195801
	Iteration 58Q: 3 clusters Score -2.956034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 333358 members 
Entering Unmasked Estep 
Score: -29560352.000000 Penalty: 6310.195801
	Iteration 59Q: 3 clusters Score -2.956035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 333359 members 
Entering Unmasked Estep 
Score: -29560360.000000 Penalty: 6310.195801
	Iteration 60F: 3 clusters Score -2.956036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 333358 members 
Entering Unmasked Estep 
Score: -29560368.000000 Penalty: 6310.195801
	Iteration 61Q: 3 clusters Score -2.956037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 333358 members 
Entering Unmasked Estep 
Score: -29560352.000000 Penalty: 6310.195801
	Iteration 62Q: 3 clusters Score -2.956035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 333361 members 
Entering Unmasked Estep 
Score: -29560358.000000 Penalty: 6310.195801
	Iteration 63Q: 3 clusters Score -2.956036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 333364 members 
Entering Unmasked Estep 
Score: -29560338.000000 Penalty: 6310.195801
	Iteration 64Q: 3 clusters Score -2.956034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 333370 members 
Entering Unmasked Estep 
Score: -29560362.000000 Penalty: 6310.195801
	Iteration 65Q: 3 clusters Score -2.956036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 333378 members 
Entering Unmasked Estep 
Score: -29560346.000000 Penalty: 6310.195801
	Iteration 66Q: 3 clusters Score -2.956035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 333383 members 
Entering Unmasked Estep 
Score: -29560354.000000 Penalty: 6310.195801
	Iteration 67Q: 3 clusters Score -2.956035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 333386 members 
Entering Unmasked Estep 
Score: -29560362.000000 Penalty: 6310.195801
	Iteration 68Q: 3 clusters Score -2.956036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 333390 members 
Entering Unmasked Estep 
Score: -29560368.000000 Penalty: 6310.195801
	Iteration 69Q: 3 clusters Score -2.956037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 333393 members 
Entering Unmasked Estep 
Score: -29560392.000000 Penalty: 6310.195801
	Iteration 70Q: 3 clusters Score -2.956039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 333396 members 
Entering Unmasked Estep 
Score: -29560364.000000 Penalty: 6310.195801
	Iteration 71Q: 3 clusters Score -2.956036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 333398 members 
Entering Unmasked Estep 
Score: -29560372.000000 Penalty: 6310.195801
	Iteration 72Q: 3 clusters Score -2.956037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 333400 members 
Entering Unmasked Estep 
Score: -29560372.000000 Penalty: 6310.195801
	Iteration 73Q: 3 clusters Score -2.956037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 333403 members 
Entering Unmasked Estep 
Score: -29560382.000000 Penalty: 6310.195801
	Iteration 74Q: 3 clusters Score -2.956038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 333407 members 
Entering Unmasked Estep 
Score: -29560396.000000 Penalty: 6310.195801
	Iteration 75Q: 3 clusters Score -2.95604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 333416 members 
Entering Unmasked Estep 
Score: -29560374.000000 Penalty: 6310.195801
	Iteration 76Q: 3 clusters Score -2.956037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 333421 members 
Entering Unmasked Estep 
Score: -29560404.000000 Penalty: 6310.195801
	Iteration 77Q: 3 clusters Score -2.95604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 333422 members 
Entering Unmasked Estep 
Score: -29560398.000000 Penalty: 6310.195801
	Iteration 78Q: 3 clusters Score -2.95604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 333423 members 
Entering Unmasked Estep 
Score: -29560408.000000 Penalty: 6310.195801
	Iteration 79Q: 3 clusters Score -2.956041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 333423 members 
Entering Unmasked Estep 
Score: -29560404.000000 Penalty: 6310.195801
	Iteration 80F: 3 clusters Score -2.95604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 333423 members 
Entering Unmasked Estep 
Score: -29560408.000000 Penalty: 6310.195801
	Iteration 81Q: 3 clusters Score -2.956041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 333422 members 
Entering Unmasked Estep 
Score: -29560394.000000 Penalty: 6310.195801
	Iteration 82Q: 3 clusters Score -2.956039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 333427 members 
Entering Unmasked Estep 
Score: -29560400.000000 Penalty: 6310.195801
	Iteration 83Q: 3 clusters Score -2.95604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 333429 members 
Entering Unmasked Estep 
Score: -29560388.000000 Penalty: 6310.195801
	Iteration 84Q: 3 clusters Score -2.956039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 333428 members 
Entering Unmasked Estep 
Score: -29560402.000000 Penalty: 6310.195801
	Iteration 85Q: 3 clusters Score -2.95604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 333427 members 
Entering Unmasked Estep 
Score: -29560390.000000 Penalty: 6310.195801
	Iteration 86Q: 3 clusters Score -2.956039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 333429 members 
Entering Unmasked Estep 
Score: -29560404.000000 Penalty: 6310.195801
	Iteration 87Q: 3 clusters Score -2.95604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 333429 members 
Entering Unmasked Estep 
Score: -29560414.000000 Penalty: 6310.195801
	Iteration 88Q: 3 clusters Score -2.956041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 333432 members 
Entering Unmasked Estep 
Score: -29560420.000000 Penalty: 6310.195801
	Iteration 89Q: 3 clusters Score -2.956042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 333437 members 
Entering Unmasked Estep 
Score: -29560404.000000 Penalty: 6310.195801
	Iteration 90Q: 3 clusters Score -2.95604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 333439 members 
Entering Unmasked Estep 
Score: -29560406.000000 Penalty: 6310.195801
	Iteration 91Q: 3 clusters Score -2.956041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 333440 members 
Entering Unmasked Estep 
Score: -29560414.000000 Penalty: 6310.195801
	Iteration 92Q: 3 clusters Score -2.956041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 333440 members 
Entering Unmasked Estep 
Score: -29560414.000000 Penalty: 6310.195801
	Iteration 93F: 3 clusters Score -2.956041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Entering Unmasked Estep 
Score: -1026580.062500 Penalty: 2328.282227
	Iteration 0F: 2 clusters Score -1026580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1017683.562500 Penalty: 4656.564453
	Iteration 0F: 3 clusters Score -1017684 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1020430.312500 Penalty: 4656.564453
	Iteration 1F: 3 clusters Score -1020430 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1020847.437500 Penalty: 4656.564453
	Iteration 2F: 3 clusters Score -1020847 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1021172.125000 Penalty: 4656.564453
	Iteration 3F: 3 clusters Score -1021172 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1021412.500000 Penalty: 4656.564453
	Iteration 4Q: 3 clusters Score -1021412 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1021657.500000 Penalty: 4656.564453
	Iteration 5Q: 3 clusters Score -1021658 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1021871.250000 Penalty: 4656.564453
	Iteration 6Q: 3 clusters Score -1021871 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1022073.062500 Penalty: 4656.564453
	Iteration 7Q: 3 clusters Score -1022073 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1022264.937500 Penalty: 4656.564453
	Iteration 8Q: 3 clusters Score -1022265 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1022447.687500 Penalty: 4656.564453
	Iteration 9Q: 3 clusters Score -1022448 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1022597.187500 Penalty: 4656.564453
	Iteration 10Q: 3 clusters Score -1022597 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1022753.750000 Penalty: 4656.564453
	Iteration 11Q: 3 clusters Score -1022754 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1022891.000000 Penalty: 4656.564453
	Iteration 12Q: 3 clusters Score -1022891 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1022991.437500 Penalty: 4656.564453
	Iteration 13Q: 3 clusters Score -1022991 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1023078.500000 Penalty: 4656.564453
	Iteration 14Q: 3 clusters Score -1023078 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1023141.812500 Penalty: 4656.564453
	Iteration 15Q: 3 clusters Score -1023142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1023192.625000 Penalty: 4656.564453
	Iteration 16Q: 3 clusters Score -1023193 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1023228.687500 Penalty: 4656.564453
	Iteration 17Q: 3 clusters Score -1023229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1023258.312500 Penalty: 4656.564453
	Iteration 18Q: 3 clusters Score -1023258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1023283.125000 Penalty: 4656.564453
	Iteration 19Q: 3 clusters Score -1023283 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1023304.562500 Penalty: 4656.564453
	Iteration 20F: 3 clusters Score -1023305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1023332.500000 Penalty: 4656.564453
	Iteration 21Q: 3 clusters Score -1023332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1023358.562500 Penalty: 4656.564453
	Iteration 22Q: 3 clusters Score -1023359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1023376.500000 Penalty: 4656.564453
	Iteration 23Q: 3 clusters Score -1023376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1023396.250000 Penalty: 4656.564453
	Iteration 24Q: 3 clusters Score -1023396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1023425.000000 Penalty: 4656.564453
	Iteration 25Q: 3 clusters Score -1023425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1023448.750000 Penalty: 4656.564453
	Iteration 26Q: 3 clusters Score -1023449 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1023483.375000 Penalty: 4656.564453
	Iteration 27Q: 3 clusters Score -1023483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1023508.687500 Penalty: 4656.564453
	Iteration 28Q: 3 clusters Score -1023509 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1023537.375000 Penalty: 4656.564453
	Iteration 29Q: 3 clusters Score -1023537 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1023567.312500 Penalty: 4656.564453
	Iteration 30Q: 3 clusters Score -1023567 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1023610.687500 Penalty: 4656.564453
	Iteration 31Q: 3 clusters Score -1023611 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1023663.312500 Penalty: 4656.564453
	Iteration 32Q: 3 clusters Score -1023663 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1023724.437500 Penalty: 4656.564453
	Iteration 33Q: 3 clusters Score -1023724 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1023796.437500 Penalty: 4656.564453
	Iteration 34Q: 3 clusters Score -1023796 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1023898.312500 Penalty: 4656.564453
	Iteration 35Q: 3 clusters Score -1023898 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1024051.625000 Penalty: 4656.564453
	Iteration 36Q: 3 clusters Score -1024052 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1024250.562500 Penalty: 4656.564453
	Iteration 37Q: 3 clusters Score -1024251 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1024515.937500 Penalty: 4656.564453
	Iteration 38Q: 3 clusters Score -1024516 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1024819.875000 Penalty: 4656.564453
	Iteration 39Q: 3 clusters Score -1024820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1025091.125000 Penalty: 4656.564453
	Iteration 40F: 3 clusters Score -1025091 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1025310.187500 Penalty: 4656.564453
	Iteration 41Q: 3 clusters Score -1025310 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1025469.062500 Penalty: 4656.564453
	Iteration 42Q: 3 clusters Score -1025469 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1025575.812500 Penalty: 4656.564453
	Iteration 43Q: 3 clusters Score -1025576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1025649.312500 Penalty: 4656.564453
	Iteration 44Q: 3 clusters Score -1025649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1025699.000000 Penalty: 4656.564453
	Iteration 45Q: 3 clusters Score -1025699 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1025730.937500 Penalty: 4656.564453
	Iteration 46Q: 3 clusters Score -1025731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1025756.937500 Penalty: 4656.564453
	Iteration 47Q: 3 clusters Score -1025757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1025774.187500 Penalty: 4656.564453
	Iteration 48Q: 3 clusters Score -1025774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1025788.437500 Penalty: 4656.564453
	Iteration 49Q: 3 clusters Score -1025788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1025795.812500 Penalty: 4656.564453
	Iteration 50Q: 3 clusters Score -1025796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1025800.312500 Penalty: 4656.564453
	Iteration 51Q: 3 clusters Score -1025800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1025807.437500 Penalty: 4656.564453
	Iteration 52Q: 3 clusters Score -1025807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1025809.500000 Penalty: 4656.564453
	Iteration 53Q: 3 clusters Score -1025810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1025810.937500 Penalty: 4656.564453
	Iteration 54Q: 3 clusters Score -1025811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1025816.375000 Penalty: 4656.564453
	Iteration 55Q: 3 clusters Score -1025816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1025819.937500 Penalty: 4656.564453
	Iteration 56Q: 3 clusters Score -1025820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1025822.000000 Penalty: 4656.564453
	Iteration 57Q: 3 clusters Score -1025822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1025823.625000 Penalty: 4656.564453
	Iteration 58Q: 3 clusters Score -1025824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1025825.500000 Penalty: 4656.564453
	Iteration 59Q: 3 clusters Score -1025826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1025823.125000 Penalty: 4656.564453
	Iteration 60F: 3 clusters Score -1025823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1025825.062500 Penalty: 4656.564453
	Iteration 61Q: 3 clusters Score -1025825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1025824.750000 Penalty: 4656.564453
	Iteration 62Q: 3 clusters Score -1025825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1025828.375000 Penalty: 4656.564453
	Iteration 63Q: 3 clusters Score -1025828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1025828.062500 Penalty: 4656.564453
	Iteration 64Q: 3 clusters Score -1025828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1025828.625000 Penalty: 4656.564453
	Iteration 65Q: 3 clusters Score -1025829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1025829.875000 Penalty: 4656.564453
	Iteration 66Q: 3 clusters Score -1025830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1025830.625000 Penalty: 4656.564453
	Iteration 67Q: 3 clusters Score -1025831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1025830.625000 Penalty: 4656.564453
	Iteration 68F: 3 clusters Score -1025831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Entering Unmasked Estep 
Score: -2765778.250000 Penalty: 2570.352539
	Iteration 0F: 2 clusters Score -2765778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2744106.000000 Penalty: 5140.705078
	Iteration 0F: 3 clusters Score -2744106 nChanged 14295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2751843.000000 Penalty: 5140.705078
	Iteration 1F: 3 clusters Score -2751843 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2752414.000000 Penalty: 5140.705078
	Iteration 2Q: 3 clusters Score -2752414 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2753070.750000 Penalty: 5140.705078
	Iteration 3Q: 3 clusters Score -2753071 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2753958.750000 Penalty: 5140.705078
	Iteration 4F: 3 clusters Score -2753959 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2755234.750000 Penalty: 5140.705078
	Iteration 5F: 3 clusters Score -2755235 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2756881.500000 Penalty: 5140.705078
	Iteration 6F: 3 clusters Score -2756882 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2758724.000000 Penalty: 5140.705078
	Iteration 7F: 3 clusters Score -2758724 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2760291.250000 Penalty: 5140.705078
	Iteration 8F: 3 clusters Score -2760291 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -2761660.250000 Penalty: 5140.705078
	Iteration 9Q: 3 clusters Score -2761660 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2762841.000000 Penalty: 5140.705078
	Iteration 10Q: 3 clusters Score -2762841 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -2763972.000000 Penalty: 5140.705078
	Iteration 11Q: 3 clusters Score -2763972 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2764798.250000 Penalty: 5140.705078
	Iteration 12Q: 3 clusters Score -2764798 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -2765445.750000 Penalty: 5140.705078
	Iteration 13Q: 3 clusters Score -2765446 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -2765966.500000 Penalty: 5140.705078
	Iteration 14Q: 3 clusters Score -2765966 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -2766398.500000 Penalty: 5140.705078
	Iteration 15Q: 3 clusters Score -2766398 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2766679.000000 Penalty: 5140.705078
	Iteration 16Q: 3 clusters Score -2766679 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -2766874.750000 Penalty: 5140.705078
	Iteration 17Q: 3 clusters Score -2766875 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2766971.750000 Penalty: 5140.705078
	Iteration 18Q: 3 clusters Score -2766972 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2767009.750000 Penalty: 5140.705078
	Iteration 19Q: 3 clusters Score -2767010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2767031.250000 Penalty: 5140.705078
	Iteration 20F: 3 clusters Score -2767031 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2767047.250000 Penalty: 5140.705078
	Iteration 21Q: 3 clusters Score -2767047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2767055.250000 Penalty: 5140.705078
	Iteration 22Q: 3 clusters Score -2767055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2767061.000000 Penalty: 5140.705078
	Iteration 23Q: 3 clusters Score -2767061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -2767069.750000 Penalty: 5140.705078
	Iteration 24Q: 3 clusters Score -2767070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2767069.250000 Penalty: 5140.705078
	Iteration 25Q: 3 clusters Score -2767069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -2767078.000000 Penalty: 5140.705078
	Iteration 26Q: 3 clusters Score -2767078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2767076.500000 Penalty: 5140.705078
	Iteration 27Q: 3 clusters Score -2767076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2767073.000000 Penalty: 5140.705078
	Iteration 28Q: 3 clusters Score -2767073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2767080.250000 Penalty: 5140.705078
	Iteration 29Q: 3 clusters Score -2767080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -2767083.500000 Penalty: 5140.705078
	Iteration 30Q: 3 clusters Score -2767084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2767087.000000 Penalty: 5140.705078
	Iteration 31Q: 3 clusters Score -2767087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -2767082.750000 Penalty: 5140.705078
	Iteration 32Q: 3 clusters Score -2767083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2767086.750000 Penalty: 5140.705078
	Iteration 33Q: 3 clusters Score -2767087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2767087.000000 Penalty: 5140.705078
	Iteration 34Q: 3 clusters Score -2767087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2767089.250000 Penalty: 5140.705078
	Iteration 35Q: 3 clusters Score -2767089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2767090.750000 Penalty: 5140.705078
	Iteration 36Q: 3 clusters Score -2767091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2767085.500000 Penalty: 5140.705078
	Iteration 37Q: 3 clusters Score -2767086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -2767091.750000 Penalty: 5140.705078
	Iteration 38Q: 3 clusters Score -2767092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2767093.500000 Penalty: 5140.705078
	Iteration 39Q: 3 clusters Score -2767094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2767093.250000 Penalty: 5140.705078
	Iteration 40F: 3 clusters Score -2767093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2767097.250000 Penalty: 5140.705078
	Iteration 41Q: 3 clusters Score -2767097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2767102.750000 Penalty: 5140.705078
	Iteration 42Q: 3 clusters Score -2767103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2767103.250000 Penalty: 5140.705078
	Iteration 43Q: 3 clusters Score -2767103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2767098.250000 Penalty: 5140.705078
	Iteration 44Q: 3 clusters Score -2767098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2767105.750000 Penalty: 5140.705078
	Iteration 45Q: 3 clusters Score -2767106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -2767108.250000 Penalty: 5140.705078
	Iteration 46Q: 3 clusters Score -2767108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2767106.000000 Penalty: 5140.705078
	Iteration 47Q: 3 clusters Score -2767106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -2767107.500000 Penalty: 5140.705078
	Iteration 48Q: 3 clusters Score -2767108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2767106.000000 Penalty: 5140.705078
	Iteration 49Q: 3 clusters Score -2767106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -2767106.000000 Penalty: 5140.705078
	Iteration 50F: 3 clusters Score -2767106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 11941 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 24081 members 
Entering Unmasked Estep 
Score: -112985664.000000 Penalty: 118901.742188
Splitting cluster 17 changes total score from -112983840.000000 to -112985664.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -190776.015625 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -190776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -188093.750000 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -188093.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -188518.343750 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -188518.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -188621.468750 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -188621.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -188682.312500 Penalty: 3797.777832
	Iteration 3Q: 3 clusters Score -188682.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188722.062500 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -188722.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188751.718750 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -188751.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188767.968750 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -188768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188778.125000 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -188778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -188783.500000 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -188783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -188789.359375 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -188789.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188797.359375 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -188797.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188803.703125 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -188803.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188809.781250 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -188809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -188814.671875 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -188814.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188822.515625 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -188822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -188827.437500 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -188827.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -188833.156250 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -188833.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -188838.656250 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -188838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188842.734375 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -188842.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188845.968750 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -188846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188851.500000 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -188851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188855.859375 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -188855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -188858.921875 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -188858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -188863.453125 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -188863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -188870.484375 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -188870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188874.312500 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -188874.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -188877.015625 Penalty: 3797.777832
	Iteration 26Q: 3 clusters Score -188877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -188885.031250 Penalty: 3797.777832
	Iteration 27Q: 3 clusters Score -188885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -188888.765625 Penalty: 3797.777832
	Iteration 28Q: 3 clusters Score -188888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -188892.718750 Penalty: 3797.777832
	Iteration 29Q: 3 clusters Score -188892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -188895.984375 Penalty: 3797.777832
	Iteration 30Q: 3 clusters Score -188896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -188900.703125 Penalty: 3797.777832
	Iteration 31Q: 3 clusters Score -188900.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188907.375000 Penalty: 3797.777832
	Iteration 32Q: 3 clusters Score -188907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -188911.531250 Penalty: 3797.777832
	Iteration 33Q: 3 clusters Score -188911.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188915.093750 Penalty: 3797.777832
	Iteration 34Q: 3 clusters Score -188915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -188917.359375 Penalty: 3797.777832
	Iteration 35Q: 3 clusters Score -188917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -188918.718750 Penalty: 3797.777832
	Iteration 36Q: 3 clusters Score -188918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188918.921875 Penalty: 3797.777832
	Iteration 37Q: 3 clusters Score -188918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -188919.281250 Penalty: 3797.777832
	Iteration 38Q: 3 clusters Score -188919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -188920.140625 Penalty: 3797.777832
	Iteration 39Q: 3 clusters Score -188920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -188921.171875 Penalty: 3797.777832
	Iteration 40F: 3 clusters Score -188921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188921.500000 Penalty: 3797.777832
	Iteration 41Q: 3 clusters Score -188921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188921.500000 Penalty: 3797.777832
	Iteration 42F: 3 clusters Score -188921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Entering Unmasked Estep 
Score: -3121526.250000 Penalty: 2598.241699
	Iteration 0F: 2 clusters Score -3121526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3097284.500000 Penalty: 5196.483398
	Iteration 0F: 3 clusters Score -3097284 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3106310.000000 Penalty: 5196.483398
	Iteration 1F: 3 clusters Score -3106310 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3106885.500000 Penalty: 5196.483398
	Iteration 2Q: 3 clusters Score -3106886 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3107564.000000 Penalty: 5196.483398
	Iteration 3Q: 3 clusters Score -3107564 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3108352.250000 Penalty: 5196.483398
	Iteration 4F: 3 clusters Score -3108352 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3109347.250000 Penalty: 5196.483398
	Iteration 5F: 3 clusters Score -3109347 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3110699.000000 Penalty: 5196.483398
	Iteration 6F: 3 clusters Score -3110699 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3112324.500000 Penalty: 5196.483398
	Iteration 7F: 3 clusters Score -3112324 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3114097.250000 Penalty: 5196.483398
	Iteration 8F: 3 clusters Score -3114097 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3115915.500000 Penalty: 5196.483398
	Iteration 9F: 3 clusters Score -3115916 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3117573.750000 Penalty: 5196.483398
	Iteration 10Q: 3 clusters Score -3117574 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3118676.750000 Penalty: 5196.483398
	Iteration 11Q: 3 clusters Score -3118677 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3119431.500000 Penalty: 5196.483398
	Iteration 12Q: 3 clusters Score -3119432 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3119909.750000 Penalty: 5196.483398
	Iteration 13Q: 3 clusters Score -3119910 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3120221.500000 Penalty: 5196.483398
	Iteration 14Q: 3 clusters Score -3120222 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3120407.250000 Penalty: 5196.483398
	Iteration 15Q: 3 clusters Score -3120407 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3120510.250000 Penalty: 5196.483398
	Iteration 16Q: 3 clusters Score -3120510 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3120592.000000 Penalty: 5196.483398
	Iteration 17Q: 3 clusters Score -3120592 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -3120611.750000 Penalty: 5196.483398
	Iteration 18Q: 3 clusters Score -3120612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3120638.000000 Penalty: 5196.483398
	Iteration 19Q: 3 clusters Score -3120638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3120651.750000 Penalty: 5196.483398
	Iteration 20F: 3 clusters Score -3120652 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3120672.750000 Penalty: 5196.483398
	Iteration 21Q: 3 clusters Score -3120673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3120690.250000 Penalty: 5196.483398
	Iteration 22Q: 3 clusters Score -3120690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3120691.750000 Penalty: 5196.483398
	Iteration 23Q: 3 clusters Score -3120692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3120696.250000 Penalty: 5196.483398
	Iteration 24Q: 3 clusters Score -3120696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -3120707.250000 Penalty: 5196.483398
	Iteration 25Q: 3 clusters Score -3120707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3120716.000000 Penalty: 5196.483398
	Iteration 26Q: 3 clusters Score -3120716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -3120713.500000 Penalty: 5196.483398
	Iteration 27Q: 3 clusters Score -3120714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3120705.500000 Penalty: 5196.483398
	Iteration 28Q: 3 clusters Score -3120706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3120709.500000 Penalty: 5196.483398
	Iteration 29Q: 3 clusters Score -3120710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3120709.250000 Penalty: 5196.483398
	Iteration 30Q: 3 clusters Score -3120709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3120704.000000 Penalty: 5196.483398
	Iteration 31Q: 3 clusters Score -3120704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3120708.750000 Penalty: 5196.483398
	Iteration 32Q: 3 clusters Score -3120709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3120705.500000 Penalty: 5196.483398
	Iteration 33Q: 3 clusters Score -3120706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3120704.250000 Penalty: 5196.483398
	Iteration 34Q: 3 clusters Score -3120704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3120704.750000 Penalty: 5196.483398
	Iteration 35Q: 3 clusters Score -3120705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3120706.500000 Penalty: 5196.483398
	Iteration 36Q: 3 clusters Score -3120706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3120713.750000 Penalty: 5196.483398
	Iteration 37Q: 3 clusters Score -3120714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -3120710.500000 Penalty: 5196.483398
	Iteration 38Q: 3 clusters Score -3120710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3120716.750000 Penalty: 5196.483398
	Iteration 39Q: 3 clusters Score -3120717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3120714.000000 Penalty: 5196.483398
	Iteration 40F: 3 clusters Score -3120714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3120717.750000 Penalty: 5196.483398
	Iteration 41Q: 3 clusters Score -3120718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3120718.750000 Penalty: 5196.483398
	Iteration 42Q: 3 clusters Score -3120719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -3120716.500000 Penalty: 5196.483398
	Iteration 43Q: 3 clusters Score -3120716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3120716.000000 Penalty: 5196.483398
	Iteration 44Q: 3 clusters Score -3120716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3120713.250000 Penalty: 5196.483398
	Iteration 45Q: 3 clusters Score -3120713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -3120715.250000 Penalty: 5196.483398
	Iteration 46Q: 3 clusters Score -3120715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3120714.750000 Penalty: 5196.483398
	Iteration 47Q: 3 clusters Score -3120715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3120719.750000 Penalty: 5196.483398
	Iteration 48Q: 3 clusters Score -3120720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3120717.750000 Penalty: 5196.483398
	Iteration 49Q: 3 clusters Score -3120718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3120717.750000 Penalty: 5196.483398
	Iteration 50Q: 3 clusters Score -3120718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3120719.000000 Penalty: 5196.483398
	Iteration 51Q: 3 clusters Score -3120719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3120719.500000 Penalty: 5196.483398
	Iteration 52Q: 3 clusters Score -3120720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3120719.250000 Penalty: 5196.483398
	Iteration 53Q: 3 clusters Score -3120719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3120719.250000 Penalty: 5196.483398
	Iteration 54Q: 3 clusters Score -3120719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -3120717.750000 Penalty: 5196.483398
	Iteration 55Q: 3 clusters Score -3120718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3120714.250000 Penalty: 5196.483398
	Iteration 56Q: 3 clusters Score -3120714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3120721.750000 Penalty: 5196.483398
	Iteration 57Q: 3 clusters Score -3120722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3120726.250000 Penalty: 5196.483398
	Iteration 58Q: 3 clusters Score -3120726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3120723.500000 Penalty: 5196.483398
	Iteration 59Q: 3 clusters Score -3120724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -3120722.500000 Penalty: 5196.483398
	Iteration 60F: 3 clusters Score -3120722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3120725.500000 Penalty: 5196.483398
	Iteration 61Q: 3 clusters Score -3120726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -3120731.500000 Penalty: 5196.483398
	Iteration 62Q: 3 clusters Score -3120732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3120732.250000 Penalty: 5196.483398
	Iteration 63Q: 3 clusters Score -3120732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3120732.250000 Penalty: 5196.483398
	Iteration 64F: 3 clusters Score -3120732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Entering Unmasked Estep 
Score: -991504.250000 Penalty: 2328.157959
	Iteration 0F: 2 clusters Score -991504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -982594.312500 Penalty: 4656.315918
	Iteration 0F: 3 clusters Score -982594.3 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -985445.812500 Penalty: 4656.315918
	Iteration 1F: 3 clusters Score -985445.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -986010.562500 Penalty: 4656.315918
	Iteration 2F: 3 clusters Score -986010.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -986460.437500 Penalty: 4656.315918
	Iteration 3F: 3 clusters Score -986460.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -986885.187500 Penalty: 4656.315918
	Iteration 4F: 3 clusters Score -986885.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -987349.062500 Penalty: 4656.315918
	Iteration 5F: 3 clusters Score -987349.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -987844.250000 Penalty: 4656.315918
	Iteration 6F: 3 clusters Score -987844.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -988331.250000 Penalty: 4656.315918
	Iteration 7F: 3 clusters Score -988331.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -988874.250000 Penalty: 4656.315918
	Iteration 8F: 3 clusters Score -988874.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -989467.750000 Penalty: 4656.315918
	Iteration 9F: 3 clusters Score -989467.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -990083.125000 Penalty: 4656.315918
	Iteration 10Q: 3 clusters Score -990083.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -990637.250000 Penalty: 4656.315918
	Iteration 11Q: 3 clusters Score -990637.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -991054.562500 Penalty: 4656.315918
	Iteration 12Q: 3 clusters Score -991054.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -991324.875000 Penalty: 4656.315918
	Iteration 13Q: 3 clusters Score -991324.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -991504.375000 Penalty: 4656.315918
	Iteration 14Q: 3 clusters Score -991504.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -991613.875000 Penalty: 4656.315918
	Iteration 15Q: 3 clusters Score -991613.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -991676.500000 Penalty: 4656.315918
	Iteration 16Q: 3 clusters Score -991676.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -991705.062500 Penalty: 4656.315918
	Iteration 17Q: 3 clusters Score -991705.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -991714.250000 Penalty: 4656.315918
	Iteration 18Q: 3 clusters Score -991714.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -991718.812500 Penalty: 4656.315918
	Iteration 19Q: 3 clusters Score -991718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -991718.937500 Penalty: 4656.315918
	Iteration 20F: 3 clusters Score -991718.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -991721.062500 Penalty: 4656.315918
	Iteration 21Q: 3 clusters Score -991721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -991722.500000 Penalty: 4656.315918
	Iteration 22Q: 3 clusters Score -991722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -991722.625000 Penalty: 4656.315918
	Iteration 23Q: 3 clusters Score -991722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -991720.437500 Penalty: 4656.315918
	Iteration 24Q: 3 clusters Score -991720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -991720.625000 Penalty: 4656.315918
	Iteration 25Q: 3 clusters Score -991720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -991721.375000 Penalty: 4656.315918
	Iteration 26Q: 3 clusters Score -991721.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -991720.437500 Penalty: 4656.315918
	Iteration 27Q: 3 clusters Score -991720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -991720.437500 Penalty: 4656.315918
	Iteration 28F: 3 clusters Score -991720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 9128 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 24081 members 
Mstep: Class 35 contains 5191 members 
Entering Unmasked Estep 
Score: -112984584.000000 Penalty: 122398.859375
Splitting cluster 20 changes total score from -112983840.000000 to -112984584.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (9128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Entering Unmasked Estep 
Score: -763470.500000 Penalty: 2261.537109
	Iteration 0F: 2 clusters Score -763470.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -756360.312500 Penalty: 4523.074219
	Iteration 0F: 3 clusters Score -756360.3 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -758550.750000 Penalty: 4523.074219
	Iteration 1F: 3 clusters Score -758550.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -759408.062500 Penalty: 4523.074219
	Iteration 2F: 3 clusters Score -759408.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -760342.375000 Penalty: 4523.074219
	Iteration 3F: 3 clusters Score -760342.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -760978.187500 Penalty: 4523.074219
	Iteration 4F: 3 clusters Score -760978.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -761458.000000 Penalty: 4523.074219
	Iteration 5F: 3 clusters Score -761458 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -761797.687500 Penalty: 4523.074219
	Iteration 6Q: 3 clusters Score -761797.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -762052.625000 Penalty: 4523.074219
	Iteration 7Q: 3 clusters Score -762052.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -762227.812500 Penalty: 4523.074219
	Iteration 8Q: 3 clusters Score -762227.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -762341.750000 Penalty: 4523.074219
	Iteration 9Q: 3 clusters Score -762341.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -762419.687500 Penalty: 4523.074219
	Iteration 10Q: 3 clusters Score -762419.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -762475.875000 Penalty: 4523.074219
	Iteration 11Q: 3 clusters Score -762475.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -762520.375000 Penalty: 4523.074219
	Iteration 12Q: 3 clusters Score -762520.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -762569.375000 Penalty: 4523.074219
	Iteration 13Q: 3 clusters Score -762569.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -762608.375000 Penalty: 4523.074219
	Iteration 14Q: 3 clusters Score -762608.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -762643.937500 Penalty: 4523.074219
	Iteration 15Q: 3 clusters Score -762643.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -762692.125000 Penalty: 4523.074219
	Iteration 16Q: 3 clusters Score -762692.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -762742.562500 Penalty: 4523.074219
	Iteration 17Q: 3 clusters Score -762742.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -762775.187500 Penalty: 4523.074219
	Iteration 18Q: 3 clusters Score -762775.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -762795.125000 Penalty: 4523.074219
	Iteration 19Q: 3 clusters Score -762795.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -762808.625000 Penalty: 4523.074219
	Iteration 20F: 3 clusters Score -762808.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -762821.937500 Penalty: 4523.074219
	Iteration 21Q: 3 clusters Score -762821.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -762832.312500 Penalty: 4523.074219
	Iteration 22Q: 3 clusters Score -762832.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -762849.125000 Penalty: 4523.074219
	Iteration 23Q: 3 clusters Score -762849.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -762866.562500 Penalty: 4523.074219
	Iteration 24Q: 3 clusters Score -762866.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -762887.875000 Penalty: 4523.074219
	Iteration 25Q: 3 clusters Score -762887.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -762927.437500 Penalty: 4523.074219
	Iteration 26Q: 3 clusters Score -762927.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -762976.375000 Penalty: 4523.074219
	Iteration 27Q: 3 clusters Score -762976.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -763031.187500 Penalty: 4523.074219
	Iteration 28Q: 3 clusters Score -763031.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -763086.562500 Penalty: 4523.074219
	Iteration 29Q: 3 clusters Score -763086.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -763149.437500 Penalty: 4523.074219
	Iteration 30Q: 3 clusters Score -763149.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -763204.437500 Penalty: 4523.074219
	Iteration 31Q: 3 clusters Score -763204.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -763261.375000 Penalty: 4523.074219
	Iteration 32Q: 3 clusters Score -763261.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -763306.937500 Penalty: 4523.074219
	Iteration 33Q: 3 clusters Score -763306.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -763349.750000 Penalty: 4523.074219
	Iteration 34Q: 3 clusters Score -763349.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -763392.312500 Penalty: 4523.074219
	Iteration 35Q: 3 clusters Score -763392.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -763426.937500 Penalty: 4523.074219
	Iteration 36Q: 3 clusters Score -763426.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -763462.312500 Penalty: 4523.074219
	Iteration 37Q: 3 clusters Score -763462.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -763497.562500 Penalty: 4523.074219
	Iteration 38Q: 3 clusters Score -763497.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -763533.062500 Penalty: 4523.074219
	Iteration 39Q: 3 clusters Score -763533.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -763565.375000 Penalty: 4523.074219
	Iteration 40F: 3 clusters Score -763565.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -763603.062500 Penalty: 4523.074219
	Iteration 41Q: 3 clusters Score -763603.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -763645.312500 Penalty: 4523.074219
	Iteration 42Q: 3 clusters Score -763645.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -763679.937500 Penalty: 4523.074219
	Iteration 43Q: 3 clusters Score -763679.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -763713.437500 Penalty: 4523.074219
	Iteration 44Q: 3 clusters Score -763713.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -763744.937500 Penalty: 4523.074219
	Iteration 45Q: 3 clusters Score -763744.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -763767.062500 Penalty: 4523.074219
	Iteration 46Q: 3 clusters Score -763767.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -763795.812500 Penalty: 4523.074219
	Iteration 47Q: 3 clusters Score -763795.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -763815.812500 Penalty: 4523.074219
	Iteration 48Q: 3 clusters Score -763815.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -763838.125000 Penalty: 4523.074219
	Iteration 49Q: 3 clusters Score -763838.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -763862.062500 Penalty: 4523.074219
	Iteration 50Q: 3 clusters Score -763862.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -763881.812500 Penalty: 4523.074219
	Iteration 51Q: 3 clusters Score -763881.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -763892.812500 Penalty: 4523.074219
	Iteration 52Q: 3 clusters Score -763892.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -763905.625000 Penalty: 4523.074219
	Iteration 53Q: 3 clusters Score -763905.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -763913.312500 Penalty: 4523.074219
	Iteration 54Q: 3 clusters Score -763913.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -763922.750000 Penalty: 4523.074219
	Iteration 55Q: 3 clusters Score -763922.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -763932.187500 Penalty: 4523.074219
	Iteration 56Q: 3 clusters Score -763932.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -763939.937500 Penalty: 4523.074219
	Iteration 57Q: 3 clusters Score -763939.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -763945.437500 Penalty: 4523.074219
	Iteration 58Q: 3 clusters Score -763945.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -763948.750000 Penalty: 4523.074219
	Iteration 59Q: 3 clusters Score -763948.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -763953.562500 Penalty: 4523.074219
	Iteration 60F: 3 clusters Score -763953.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -763956.062500 Penalty: 4523.074219
	Iteration 61Q: 3 clusters Score -763956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -763957.812500 Penalty: 4523.074219
	Iteration 62Q: 3 clusters Score -763957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -763961.062500 Penalty: 4523.074219
	Iteration 63Q: 3 clusters Score -763961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -763962.812500 Penalty: 4523.074219
	Iteration 64Q: 3 clusters Score -763962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -763963.750000 Penalty: 4523.074219
	Iteration 65Q: 3 clusters Score -763963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -763964.187500 Penalty: 4523.074219
	Iteration 66Q: 3 clusters Score -763964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -763965.125000 Penalty: 4523.074219
	Iteration 67Q: 3 clusters Score -763965.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -763964.312500 Penalty: 4523.074219
	Iteration 68Q: 3 clusters Score -763964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -763965.562500 Penalty: 4523.074219
	Iteration 69Q: 3 clusters Score -763965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -763966.500000 Penalty: 4523.074219
	Iteration 70Q: 3 clusters Score -763966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -763969.375000 Penalty: 4523.074219
	Iteration 71Q: 3 clusters Score -763969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -763968.312500 Penalty: 4523.074219
	Iteration 72Q: 3 clusters Score -763968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -763968.625000 Penalty: 4523.074219
	Iteration 73Q: 3 clusters Score -763968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -763969.187500 Penalty: 4523.074219
	Iteration 74Q: 3 clusters Score -763969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -763969.625000 Penalty: 4523.074219
	Iteration 75Q: 3 clusters Score -763969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -763972.062500 Penalty: 4523.074219
	Iteration 76Q: 3 clusters Score -763972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -763971.562500 Penalty: 4523.074219
	Iteration 77Q: 3 clusters Score -763971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -763972.375000 Penalty: 4523.074219
	Iteration 78Q: 3 clusters Score -763972.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -763971.875000 Penalty: 4523.074219
	Iteration 79Q: 3 clusters Score -763971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -763972.187500 Penalty: 4523.074219
	Iteration 80F: 3 clusters Score -763972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -763974.937500 Penalty: 4523.074219
	Iteration 81Q: 3 clusters Score -763974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -763977.375000 Penalty: 4523.074219
	Iteration 82Q: 3 clusters Score -763977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -763976.812500 Penalty: 4523.074219
	Iteration 83Q: 3 clusters Score -763976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -763978.625000 Penalty: 4523.074219
	Iteration 84Q: 3 clusters Score -763978.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -763980.625000 Penalty: 4523.074219
	Iteration 85Q: 3 clusters Score -763980.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -763982.375000 Penalty: 4523.074219
	Iteration 86Q: 3 clusters Score -763982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -763985.187500 Penalty: 4523.074219
	Iteration 87Q: 3 clusters Score -763985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -763988.625000 Penalty: 4523.074219
	Iteration 88Q: 3 clusters Score -763988.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -763990.937500 Penalty: 4523.074219
	Iteration 89Q: 3 clusters Score -763990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -763997.187500 Penalty: 4523.074219
	Iteration 90Q: 3 clusters Score -763997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -763998.625000 Penalty: 4523.074219
	Iteration 91Q: 3 clusters Score -763998.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -764000.937500 Penalty: 4523.074219
	Iteration 92Q: 3 clusters Score -764000.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -764002.562500 Penalty: 4523.074219
	Iteration 93Q: 3 clusters Score -764002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -764003.062500 Penalty: 4523.074219
	Iteration 94Q: 3 clusters Score -764003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -764002.250000 Penalty: 4523.074219
	Iteration 95Q: 3 clusters Score -764002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -764005.000000 Penalty: 4523.074219
	Iteration 96Q: 3 clusters Score -764005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -764008.375000 Penalty: 4523.074219
	Iteration 97Q: 3 clusters Score -764008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -764013.250000 Penalty: 4523.074219
	Iteration 98Q: 3 clusters Score -764013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -764015.687500 Penalty: 4523.074219
	Iteration 99Q: 3 clusters Score -764015.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -764018.625000 Penalty: 4523.074219
	Iteration 100F: 3 clusters Score -764018.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -764022.062500 Penalty: 4523.074219
	Iteration 101Q: 3 clusters Score -764022.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -764025.500000 Penalty: 4523.074219
	Iteration 102Q: 3 clusters Score -764025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -764026.500000 Penalty: 4523.074219
	Iteration 103Q: 3 clusters Score -764026.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -764032.312500 Penalty: 4523.074219
	Iteration 104Q: 3 clusters Score -764032.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -764038.812500 Penalty: 4523.074219
	Iteration 105Q: 3 clusters Score -764038.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -764045.312500 Penalty: 4523.074219
	Iteration 106Q: 3 clusters Score -764045.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -764051.125000 Penalty: 4523.074219
	Iteration 107Q: 3 clusters Score -764051.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -764059.750000 Penalty: 4523.074219
	Iteration 108Q: 3 clusters Score -764059.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -764068.875000 Penalty: 4523.074219
	Iteration 109Q: 3 clusters Score -764068.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -764082.875000 Penalty: 4523.074219
	Iteration 110Q: 3 clusters Score -764082.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -764092.125000 Penalty: 4523.074219
	Iteration 111Q: 3 clusters Score -764092.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -764100.437500 Penalty: 4523.074219
	Iteration 112Q: 3 clusters Score -764100.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -764113.125000 Penalty: 4523.074219
	Iteration 113Q: 3 clusters Score -764113.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -764122.812500 Penalty: 4523.074219
	Iteration 114Q: 3 clusters Score -764122.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -764129.250000 Penalty: 4523.074219
	Iteration 115Q: 3 clusters Score -764129.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -764135.250000 Penalty: 4523.074219
	Iteration 116Q: 3 clusters Score -764135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -764140.625000 Penalty: 4523.074219
	Iteration 117Q: 3 clusters Score -764140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -764142.500000 Penalty: 4523.074219
	Iteration 118Q: 3 clusters Score -764142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -764144.187500 Penalty: 4523.074219
	Iteration 119Q: 3 clusters Score -764144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -764145.937500 Penalty: 4523.074219
	Iteration 120F: 3 clusters Score -764145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -764146.375000 Penalty: 4523.074219
	Iteration 121Q: 3 clusters Score -764146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -764146.312500 Penalty: 4523.074219
	Iteration 122Q: 3 clusters Score -764146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -764145.187500 Penalty: 4523.074219
	Iteration 123Q: 3 clusters Score -764145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -764143.062500 Penalty: 4523.074219
	Iteration 124Q: 3 clusters Score -764143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -764144.000000 Penalty: 4523.074219
	Iteration 125Q: 3 clusters Score -764144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -764144.000000 Penalty: 4523.074219
	Iteration 126F: 3 clusters Score -764144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 24081 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 7072 members 
Entering Unmasked Estep 
Score: -112983904.000000 Penalty: 125895.968750
Splitting cluster 21 changes total score from -112983840.000000 to -112983904.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (16791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Entering Unmasked Estep 
Score: -1516355.750000 Penalty: 2412.692383
	Iteration 0F: 2 clusters Score -1516356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1504349.500000 Penalty: 4825.384766
	Iteration 0F: 3 clusters Score -1504350 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1508183.625000 Penalty: 4825.384766
	Iteration 1F: 3 clusters Score -1508184 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1508750.375000 Penalty: 4825.384766
	Iteration 2F: 3 clusters Score -1508750 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1509580.625000 Penalty: 4825.384766
	Iteration 3F: 3 clusters Score -1509581 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1510847.250000 Penalty: 4825.384766
	Iteration 4F: 3 clusters Score -1510847 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1512551.000000 Penalty: 4825.384766
	Iteration 5F: 3 clusters Score -1512551 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1514234.125000 Penalty: 4825.384766
	Iteration 6F: 3 clusters Score -1514234 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1515467.500000 Penalty: 4825.384766
	Iteration 7F: 3 clusters Score -1515468 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1516192.000000 Penalty: 4825.384766
	Iteration 8F: 3 clusters Score -1516192 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1516513.875000 Penalty: 4825.384766
	Iteration 9Q: 3 clusters Score -1516514 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1516652.875000 Penalty: 4825.384766
	Iteration 10Q: 3 clusters Score -1516653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1516711.625000 Penalty: 4825.384766
	Iteration 11Q: 3 clusters Score -1516712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1516744.875000 Penalty: 4825.384766
	Iteration 12Q: 3 clusters Score -1516745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1516771.750000 Penalty: 4825.384766
	Iteration 13Q: 3 clusters Score -1516772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1516789.125000 Penalty: 4825.384766
	Iteration 14Q: 3 clusters Score -1516789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1516799.875000 Penalty: 4825.384766
	Iteration 15Q: 3 clusters Score -1516800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1516805.250000 Penalty: 4825.384766
	Iteration 16Q: 3 clusters Score -1516805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1516814.250000 Penalty: 4825.384766
	Iteration 17Q: 3 clusters Score -1516814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1516816.250000 Penalty: 4825.384766
	Iteration 18Q: 3 clusters Score -1516816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1516829.125000 Penalty: 4825.384766
	Iteration 19Q: 3 clusters Score -1516829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1516832.250000 Penalty: 4825.384766
	Iteration 20F: 3 clusters Score -1516832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1516836.625000 Penalty: 4825.384766
	Iteration 21Q: 3 clusters Score -1516837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1516847.375000 Penalty: 4825.384766
	Iteration 22Q: 3 clusters Score -1516847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1516846.125000 Penalty: 4825.384766
	Iteration 23Q: 3 clusters Score -1516846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1516852.625000 Penalty: 4825.384766
	Iteration 24Q: 3 clusters Score -1516853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1516855.250000 Penalty: 4825.384766
	Iteration 25Q: 3 clusters Score -1516855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1516861.000000 Penalty: 4825.384766
	Iteration 26Q: 3 clusters Score -1516861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1516865.125000 Penalty: 4825.384766
	Iteration 27Q: 3 clusters Score -1516865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1516866.500000 Penalty: 4825.384766
	Iteration 28Q: 3 clusters Score -1516866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1516861.875000 Penalty: 4825.384766
	Iteration 29Q: 3 clusters Score -1516862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1516863.750000 Penalty: 4825.384766
	Iteration 30Q: 3 clusters Score -1516864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1516871.000000 Penalty: 4825.384766
	Iteration 31Q: 3 clusters Score -1516871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1516868.375000 Penalty: 4825.384766
	Iteration 32Q: 3 clusters Score -1516868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1516868.125000 Penalty: 4825.384766
	Iteration 33Q: 3 clusters Score -1516868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1516866.625000 Penalty: 4825.384766
	Iteration 34Q: 3 clusters Score -1516867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1516865.750000 Penalty: 4825.384766
	Iteration 35Q: 3 clusters Score -1516866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1516865.500000 Penalty: 4825.384766
	Iteration 36Q: 3 clusters Score -1516866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1516865.500000 Penalty: 4825.384766
	Iteration 37F: 3 clusters Score -1516866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 12291 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 24081 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 7072 members 
Mstep: Class 37 contains 4500 members 
Entering Unmasked Estep 
Score: -112983416.000000 Penalty: 129393.078125
Splitting cluster 22 changes total score from -112983840.000000 to -112983416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (15049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Entering Unmasked Estep 
Score: -1205932.875000 Penalty: 2385.528564
	Iteration 0F: 2 clusters Score -1205933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1194920.125000 Penalty: 4771.057129
	Iteration 0F: 3 clusters Score -1194920 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1198618.875000 Penalty: 4771.057129
	Iteration 1F: 3 clusters Score -1198619 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1199215.750000 Penalty: 4771.057129
	Iteration 2F: 3 clusters Score -1199216 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1199819.125000 Penalty: 4771.057129
	Iteration 3F: 3 clusters Score -1199819 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1200472.250000 Penalty: 4771.057129
	Iteration 4F: 3 clusters Score -1200472 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1201160.000000 Penalty: 4771.057129
	Iteration 5F: 3 clusters Score -1201160 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1201779.125000 Penalty: 4771.057129
	Iteration 6F: 3 clusters Score -1201779 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1202419.375000 Penalty: 4771.057129
	Iteration 7F: 3 clusters Score -1202419 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1203110.875000 Penalty: 4771.057129
	Iteration 8F: 3 clusters Score -1203111 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1203676.375000 Penalty: 4771.057129
	Iteration 9F: 3 clusters Score -1203676 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1203970.750000 Penalty: 4771.057129
	Iteration 10Q: 3 clusters Score -1203971 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1204128.375000 Penalty: 4771.057129
	Iteration 11Q: 3 clusters Score -1204128 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1204222.625000 Penalty: 4771.057129
	Iteration 12Q: 3 clusters Score -1204223 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1204302.000000 Penalty: 4771.057129
	Iteration 13Q: 3 clusters Score -1204302 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1204394.125000 Penalty: 4771.057129
	Iteration 14Q: 3 clusters Score -1204394 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1204535.875000 Penalty: 4771.057129
	Iteration 15Q: 3 clusters Score -1204536 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1204691.125000 Penalty: 4771.057129
	Iteration 16Q: 3 clusters Score -1204691 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1204828.750000 Penalty: 4771.057129
	Iteration 17Q: 3 clusters Score -1204829 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1204967.625000 Penalty: 4771.057129
	Iteration 18Q: 3 clusters Score -1204968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1205097.500000 Penalty: 4771.057129
	Iteration 19Q: 3 clusters Score -1205098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1205178.250000 Penalty: 4771.057129
	Iteration 20F: 3 clusters Score -1205178 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1205224.000000 Penalty: 4771.057129
	Iteration 21Q: 3 clusters Score -1205224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1205254.125000 Penalty: 4771.057129
	Iteration 22Q: 3 clusters Score -1205254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1205276.625000 Penalty: 4771.057129
	Iteration 23Q: 3 clusters Score -1205277 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1205304.375000 Penalty: 4771.057129
	Iteration 24Q: 3 clusters Score -1205304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1205317.375000 Penalty: 4771.057129
	Iteration 25Q: 3 clusters Score -1205317 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1205327.875000 Penalty: 4771.057129
	Iteration 26Q: 3 clusters Score -1205328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1205339.500000 Penalty: 4771.057129
	Iteration 27Q: 3 clusters Score -1205340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1205348.000000 Penalty: 4771.057129
	Iteration 28Q: 3 clusters Score -1205348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1205358.375000 Penalty: 4771.057129
	Iteration 29Q: 3 clusters Score -1205358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1205366.625000 Penalty: 4771.057129
	Iteration 30Q: 3 clusters Score -1205367 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1205376.750000 Penalty: 4771.057129
	Iteration 31Q: 3 clusters Score -1205377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1205385.375000 Penalty: 4771.057129
	Iteration 32Q: 3 clusters Score -1205385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1205392.000000 Penalty: 4771.057129
	Iteration 33Q: 3 clusters Score -1205392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1205395.500000 Penalty: 4771.057129
	Iteration 34Q: 3 clusters Score -1205396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1205402.625000 Penalty: 4771.057129
	Iteration 35Q: 3 clusters Score -1205403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1205408.250000 Penalty: 4771.057129
	Iteration 36Q: 3 clusters Score -1205408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1205412.375000 Penalty: 4771.057129
	Iteration 37Q: 3 clusters Score -1205412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1205415.125000 Penalty: 4771.057129
	Iteration 38Q: 3 clusters Score -1205415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1205417.000000 Penalty: 4771.057129
	Iteration 39Q: 3 clusters Score -1205417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1205419.750000 Penalty: 4771.057129
	Iteration 40F: 3 clusters Score -1205420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1205421.500000 Penalty: 4771.057129
	Iteration 41Q: 3 clusters Score -1205422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1205423.625000 Penalty: 4771.057129
	Iteration 42Q: 3 clusters Score -1205424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1205422.625000 Penalty: 4771.057129
	Iteration 43Q: 3 clusters Score -1205423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1205425.875000 Penalty: 4771.057129
	Iteration 44Q: 3 clusters Score -1205426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1205429.750000 Penalty: 4771.057129
	Iteration 45Q: 3 clusters Score -1205430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1205428.750000 Penalty: 4771.057129
	Iteration 46Q: 3 clusters Score -1205429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1205431.125000 Penalty: 4771.057129
	Iteration 47Q: 3 clusters Score -1205431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1205433.000000 Penalty: 4771.057129
	Iteration 48Q: 3 clusters Score -1205433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1205435.375000 Penalty: 4771.057129
	Iteration 49Q: 3 clusters Score -1205435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1205434.500000 Penalty: 4771.057129
	Iteration 50Q: 3 clusters Score -1205434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1205436.875000 Penalty: 4771.057129
	Iteration 51Q: 3 clusters Score -1205437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1205436.375000 Penalty: 4771.057129
	Iteration 52Q: 3 clusters Score -1205436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1205438.250000 Penalty: 4771.057129
	Iteration 53Q: 3 clusters Score -1205438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1205439.875000 Penalty: 4771.057129
	Iteration 54Q: 3 clusters Score -1205440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1205440.000000 Penalty: 4771.057129
	Iteration 55Q: 3 clusters Score -1205440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1205442.250000 Penalty: 4771.057129
	Iteration 56Q: 3 clusters Score -1205442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1205441.125000 Penalty: 4771.057129
	Iteration 57Q: 3 clusters Score -1205441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1205443.500000 Penalty: 4771.057129
	Iteration 58Q: 3 clusters Score -1205444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1205444.250000 Penalty: 4771.057129
	Iteration 59Q: 3 clusters Score -1205444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1205442.250000 Penalty: 4771.057129
	Iteration 60F: 3 clusters Score -1205442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1205444.125000 Penalty: 4771.057129
	Iteration 61Q: 3 clusters Score -1205444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1205443.750000 Penalty: 4771.057129
	Iteration 62Q: 3 clusters Score -1205444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1205443.750000 Penalty: 4771.057129
	Iteration 63F: 3 clusters Score -1205444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -685382.000000 Penalty: 2261.374268
	Iteration 0F: 2 clusters Score -685382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -678291.937500 Penalty: 4522.748535
	Iteration 0F: 3 clusters Score -678291.9 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -680477.187500 Penalty: 4522.748535
	Iteration 1F: 3 clusters Score -680477.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -681007.187500 Penalty: 4522.748535
	Iteration 2F: 3 clusters Score -681007.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -681597.562500 Penalty: 4522.748535
	Iteration 3F: 3 clusters Score -681597.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -682315.437500 Penalty: 4522.748535
	Iteration 4F: 3 clusters Score -682315.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -682976.812500 Penalty: 4522.748535
	Iteration 5F: 3 clusters Score -682976.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -683448.375000 Penalty: 4522.748535
	Iteration 6F: 3 clusters Score -683448.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -683791.812500 Penalty: 4522.748535
	Iteration 7Q: 3 clusters Score -683791.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -684035.125000 Penalty: 4522.748535
	Iteration 8Q: 3 clusters Score -684035.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -684209.750000 Penalty: 4522.748535
	Iteration 9Q: 3 clusters Score -684209.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -684307.750000 Penalty: 4522.748535
	Iteration 10Q: 3 clusters Score -684307.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -684359.937500 Penalty: 4522.748535
	Iteration 11Q: 3 clusters Score -684359.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -684395.562500 Penalty: 4522.748535
	Iteration 12Q: 3 clusters Score -684395.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -684420.187500 Penalty: 4522.748535
	Iteration 13Q: 3 clusters Score -684420.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -684437.625000 Penalty: 4522.748535
	Iteration 14Q: 3 clusters Score -684437.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -684448.312500 Penalty: 4522.748535
	Iteration 15Q: 3 clusters Score -684448.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -684455.375000 Penalty: 4522.748535
	Iteration 16Q: 3 clusters Score -684455.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -684463.375000 Penalty: 4522.748535
	Iteration 17Q: 3 clusters Score -684463.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -684474.500000 Penalty: 4522.748535
	Iteration 18Q: 3 clusters Score -684474.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -684486.687500 Penalty: 4522.748535
	Iteration 19Q: 3 clusters Score -684486.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -684497.187500 Penalty: 4522.748535
	Iteration 20F: 3 clusters Score -684497.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -684502.937500 Penalty: 4522.748535
	Iteration 21Q: 3 clusters Score -684502.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -684508.812500 Penalty: 4522.748535
	Iteration 22Q: 3 clusters Score -684508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -684513.437500 Penalty: 4522.748535
	Iteration 23Q: 3 clusters Score -684513.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -684518.875000 Penalty: 4522.748535
	Iteration 24Q: 3 clusters Score -684518.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -684521.312500 Penalty: 4522.748535
	Iteration 25Q: 3 clusters Score -684521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -684523.812500 Penalty: 4522.748535
	Iteration 26Q: 3 clusters Score -684523.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -684525.125000 Penalty: 4522.748535
	Iteration 27Q: 3 clusters Score -684525.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -684527.562500 Penalty: 4522.748535
	Iteration 28Q: 3 clusters Score -684527.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -684529.875000 Penalty: 4522.748535
	Iteration 29Q: 3 clusters Score -684529.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -684531.437500 Penalty: 4522.748535
	Iteration 30Q: 3 clusters Score -684531.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -684536.437500 Penalty: 4522.748535
	Iteration 31Q: 3 clusters Score -684536.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -684539.437500 Penalty: 4522.748535
	Iteration 32Q: 3 clusters Score -684539.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -684543.500000 Penalty: 4522.748535
	Iteration 33Q: 3 clusters Score -684543.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -684543.062500 Penalty: 4522.748535
	Iteration 34Q: 3 clusters Score -684543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -684544.437500 Penalty: 4522.748535
	Iteration 35Q: 3 clusters Score -684544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -684546.062500 Penalty: 4522.748535
	Iteration 36Q: 3 clusters Score -684546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -684544.875000 Penalty: 4522.748535
	Iteration 37Q: 3 clusters Score -684544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -684548.750000 Penalty: 4522.748535
	Iteration 38Q: 3 clusters Score -684548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -684548.625000 Penalty: 4522.748535
	Iteration 39Q: 3 clusters Score -684548.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -684553.312500 Penalty: 4522.748535
	Iteration 40F: 3 clusters Score -684553.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -684552.812500 Penalty: 4522.748535
	Iteration 41Q: 3 clusters Score -684552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -684558.500000 Penalty: 4522.748535
	Iteration 42Q: 3 clusters Score -684558.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -684556.250000 Penalty: 4522.748535
	Iteration 43Q: 3 clusters Score -684556.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -684559.875000 Penalty: 4522.748535
	Iteration 44Q: 3 clusters Score -684559.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -684562.125000 Penalty: 4522.748535
	Iteration 45Q: 3 clusters Score -684562.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -684567.562500 Penalty: 4522.748535
	Iteration 46Q: 3 clusters Score -684567.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -684573.625000 Penalty: 4522.748535
	Iteration 47Q: 3 clusters Score -684573.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -684579.937500 Penalty: 4522.748535
	Iteration 48Q: 3 clusters Score -684579.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -684587.875000 Penalty: 4522.748535
	Iteration 49Q: 3 clusters Score -684587.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -684596.625000 Penalty: 4522.748535
	Iteration 50Q: 3 clusters Score -684596.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -684606.187500 Penalty: 4522.748535
	Iteration 51Q: 3 clusters Score -684606.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -684613.312500 Penalty: 4522.748535
	Iteration 52Q: 3 clusters Score -684613.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -684619.250000 Penalty: 4522.748535
	Iteration 53Q: 3 clusters Score -684619.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -684624.875000 Penalty: 4522.748535
	Iteration 54Q: 3 clusters Score -684624.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -684633.625000 Penalty: 4522.748535
	Iteration 55Q: 3 clusters Score -684633.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -684641.500000 Penalty: 4522.748535
	Iteration 56Q: 3 clusters Score -684641.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -684653.812500 Penalty: 4522.748535
	Iteration 57Q: 3 clusters Score -684653.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -684666.437500 Penalty: 4522.748535
	Iteration 58Q: 3 clusters Score -684666.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -684681.062500 Penalty: 4522.748535
	Iteration 59Q: 3 clusters Score -684681.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -684691.687500 Penalty: 4522.748535
	Iteration 60F: 3 clusters Score -684691.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -684700.437500 Penalty: 4522.748535
	Iteration 61Q: 3 clusters Score -684700.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -684721.500000 Penalty: 4522.748535
	Iteration 62Q: 3 clusters Score -684721.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -684739.187500 Penalty: 4522.748535
	Iteration 63Q: 3 clusters Score -684739.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -684757.187500 Penalty: 4522.748535
	Iteration 64Q: 3 clusters Score -684757.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -684776.062500 Penalty: 4522.748535
	Iteration 65Q: 3 clusters Score -684776.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -684787.000000 Penalty: 4522.748535
	Iteration 66Q: 3 clusters Score -684787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -684808.437500 Penalty: 4522.748535
	Iteration 67Q: 3 clusters Score -684808.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -684835.812500 Penalty: 4522.748535
	Iteration 68Q: 3 clusters Score -684835.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -684864.375000 Penalty: 4522.748535
	Iteration 69Q: 3 clusters Score -684864.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -684908.125000 Penalty: 4522.748535
	Iteration 70Q: 3 clusters Score -684908.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -684949.312500 Penalty: 4522.748535
	Iteration 71Q: 3 clusters Score -684949.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -684984.812500 Penalty: 4522.748535
	Iteration 72Q: 3 clusters Score -684984.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -685021.625000 Penalty: 4522.748535
	Iteration 73Q: 3 clusters Score -685021.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -685063.437500 Penalty: 4522.748535
	Iteration 74Q: 3 clusters Score -685063.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -685100.062500 Penalty: 4522.748535
	Iteration 75Q: 3 clusters Score -685100.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -685133.187500 Penalty: 4522.748535
	Iteration 76Q: 3 clusters Score -685133.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -685166.562500 Penalty: 4522.748535
	Iteration 77Q: 3 clusters Score -685166.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -685192.437500 Penalty: 4522.748535
	Iteration 78Q: 3 clusters Score -685192.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -685219.375000 Penalty: 4522.748535
	Iteration 79Q: 3 clusters Score -685219.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -685237.812500 Penalty: 4522.748535
	Iteration 80F: 3 clusters Score -685237.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -685255.375000 Penalty: 4522.748535
	Iteration 81Q: 3 clusters Score -685255.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -685268.000000 Penalty: 4522.748535
	Iteration 82Q: 3 clusters Score -685268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -685283.500000 Penalty: 4522.748535
	Iteration 83Q: 3 clusters Score -685283.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -685296.687500 Penalty: 4522.748535
	Iteration 84Q: 3 clusters Score -685296.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -685318.312500 Penalty: 4522.748535
	Iteration 85Q: 3 clusters Score -685318.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -685331.437500 Penalty: 4522.748535
	Iteration 86Q: 3 clusters Score -685331.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -685339.062500 Penalty: 4522.748535
	Iteration 87Q: 3 clusters Score -685339.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -685346.125000 Penalty: 4522.748535
	Iteration 88Q: 3 clusters Score -685346.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -685352.250000 Penalty: 4522.748535
	Iteration 89Q: 3 clusters Score -685352.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -685359.937500 Penalty: 4522.748535
	Iteration 90Q: 3 clusters Score -685359.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -685368.562500 Penalty: 4522.748535
	Iteration 91Q: 3 clusters Score -685368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -685375.187500 Penalty: 4522.748535
	Iteration 92Q: 3 clusters Score -685375.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -685378.625000 Penalty: 4522.748535
	Iteration 93Q: 3 clusters Score -685378.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -685384.500000 Penalty: 4522.748535
	Iteration 94Q: 3 clusters Score -685384.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -685389.937500 Penalty: 4522.748535
	Iteration 95Q: 3 clusters Score -685389.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -685393.187500 Penalty: 4522.748535
	Iteration 96Q: 3 clusters Score -685393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -685397.312500 Penalty: 4522.748535
	Iteration 97Q: 3 clusters Score -685397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -685398.562500 Penalty: 4522.748535
	Iteration 98Q: 3 clusters Score -685398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -685399.687500 Penalty: 4522.748535
	Iteration 99Q: 3 clusters Score -685399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -685399.937500 Penalty: 4522.748535
	Iteration 100F: 3 clusters Score -685399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -685404.062500 Penalty: 4522.748535
	Iteration 101Q: 3 clusters Score -685404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -685403.562500 Penalty: 4522.748535
	Iteration 102Q: 3 clusters Score -685403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -685405.062500 Penalty: 4522.748535
	Iteration 103Q: 3 clusters Score -685405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -685405.500000 Penalty: 4522.748535
	Iteration 104Q: 3 clusters Score -685405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -685406.875000 Penalty: 4522.748535
	Iteration 105Q: 3 clusters Score -685406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -685406.062500 Penalty: 4522.748535
	Iteration 106Q: 3 clusters Score -685406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -685405.625000 Penalty: 4522.748535
	Iteration 107Q: 3 clusters Score -685405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -685405.625000 Penalty: 4522.748535
	Iteration 108F: 3 clusters Score -685405.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 24081 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 7072 members 
Mstep: Class 37 contains 6031 members 
Entering Unmasked Estep 
Score: -112983056.000000 Penalty: 129393.078125
Splitting cluster 24 changes total score from -112983840.000000 to -112983056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -187105.859375 Penalty: 1936.564819
	Iteration 0F: 2 clusters Score -187105.9 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 1165 members 
Entering Unmasked Estep 
Score: -184201.000000 Penalty: 3873.129639
	Iteration 0F: 3 clusters Score -184201 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -184888.453125 Penalty: 3873.129639
	Iteration 1F: 3 clusters Score -184888.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -185359.296875 Penalty: 3873.129639
	Iteration 2F: 3 clusters Score -185359.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186068.406250 Penalty: 3873.129639
	Iteration 3F: 3 clusters Score -186068.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186634.984375 Penalty: 3873.129639
	Iteration 4F: 3 clusters Score -186635 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -186981.218750 Penalty: 3873.129639
	Iteration 5F: 3 clusters Score -186981.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -187199.078125 Penalty: 3873.129639
	Iteration 6Q: 3 clusters Score -187199.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -187402.296875 Penalty: 3873.129639
	Iteration 7Q: 3 clusters Score -187402.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -187608.843750 Penalty: 3873.129639
	Iteration 8Q: 3 clusters Score -187608.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -187846.250000 Penalty: 3873.129639
	Iteration 9Q: 3 clusters Score -187846.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -188122.656250 Penalty: 3873.129639
	Iteration 10Q: 3 clusters Score -188122.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -188276.578125 Penalty: 3873.129639
	Iteration 11Q: 3 clusters Score -188276.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -188309.390625 Penalty: 3873.129639
	Iteration 12Q: 3 clusters Score -188309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -188325.296875 Penalty: 3873.129639
	Iteration 13Q: 3 clusters Score -188325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -188330.812500 Penalty: 3873.129639
	Iteration 14Q: 3 clusters Score -188330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -188335.000000 Penalty: 3873.129639
	Iteration 15Q: 3 clusters Score -188335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -188340.953125 Penalty: 3873.129639
	Iteration 16Q: 3 clusters Score -188341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -188344.625000 Penalty: 3873.129639
	Iteration 17Q: 3 clusters Score -188344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -188346.265625 Penalty: 3873.129639
	Iteration 18Q: 3 clusters Score -188346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -188346.968750 Penalty: 3873.129639
	Iteration 19Q: 3 clusters Score -188347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -188348.734375 Penalty: 3873.129639
	Iteration 20F: 3 clusters Score -188348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -188351.609375 Penalty: 3873.129639
	Iteration 21Q: 3 clusters Score -188351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -188351.609375 Penalty: 3873.129639
	Iteration 22F: 3 clusters Score -188351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 24081 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 7072 members 
Mstep: Class 37 contains 1432 members 
Entering Unmasked Estep 
Score: -112983792.000000 Penalty: 129393.078125
Splitting cluster 25 changes total score from -112983840.000000 to -112983792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (76471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76471 members 
Entering Unmasked Estep 
Score: -6759931.000000 Penalty: 2788.677490
	Iteration 0F: 2 clusters Score -6759931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -6708651.500000 Penalty: 5577.354980
	Iteration 0F: 3 clusters Score -6708652 nChanged 35906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -6729088.000000 Penalty: 5577.354980
	Iteration 1F: 3 clusters Score -6729088 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -6730064.000000 Penalty: 5577.354980
	Iteration 2Q: 3 clusters Score -6730064 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -6731260.000000 Penalty: 5577.354980
	Iteration 3Q: 3 clusters Score -6731260 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -6732812.000000 Penalty: 5577.354980
	Iteration 4Q: 3 clusters Score -6732812 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -6734682.000000 Penalty: 5577.354980
	Iteration 5Q: 3 clusters Score -6734682 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -6737111.500000 Penalty: 5577.354980
	Iteration 6F: 3 clusters Score -6737112 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -6740163.000000 Penalty: 5577.354980
	Iteration 7F: 3 clusters Score -6740163 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -6743462.000000 Penalty: 5577.354980
	Iteration 8F: 3 clusters Score -6743462 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -6746326.500000 Penalty: 5577.354980
	Iteration 9F: 3 clusters Score -6746326 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -6747797.000000 Penalty: 5577.354980
	Iteration 10Q: 3 clusters Score -6747797 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -6748439.000000 Penalty: 5577.354980
	Iteration 11Q: 3 clusters Score -6748439 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -6748801.500000 Penalty: 5577.354980
	Iteration 12Q: 3 clusters Score -6748802 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -6749095.500000 Penalty: 5577.354980
	Iteration 13Q: 3 clusters Score -6749096 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -6749329.500000 Penalty: 5577.354980
	Iteration 14Q: 3 clusters Score -6749330 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -6749555.000000 Penalty: 5577.354980
	Iteration 15Q: 3 clusters Score -6749555 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -6749780.500000 Penalty: 5577.354980
	Iteration 16Q: 3 clusters Score -6749780 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -6749975.500000 Penalty: 5577.354980
	Iteration 17Q: 3 clusters Score -6749976 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -6750173.500000 Penalty: 5577.354980
	Iteration 18Q: 3 clusters Score -6750174 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -6750368.500000 Penalty: 5577.354980
	Iteration 19Q: 3 clusters Score -6750368 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -6750546.500000 Penalty: 5577.354980
	Iteration 20F: 3 clusters Score -6750546 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -6750691.000000 Penalty: 5577.354980
	Iteration 21Q: 3 clusters Score -6750691 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -6750794.500000 Penalty: 5577.354980
	Iteration 22Q: 3 clusters Score -6750794 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -6750907.000000 Penalty: 5577.354980
	Iteration 23Q: 3 clusters Score -6750907 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -6750975.500000 Penalty: 5577.354980
	Iteration 24Q: 3 clusters Score -6750976 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6751094.000000 Penalty: 5577.354980
	Iteration 25Q: 3 clusters Score -6751094 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -6751176.000000 Penalty: 5577.354980
	Iteration 26Q: 3 clusters Score -6751176 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -6751244.500000 Penalty: 5577.354980
	Iteration 27Q: 3 clusters Score -6751244 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -6751317.500000 Penalty: 5577.354980
	Iteration 28Q: 3 clusters Score -6751318 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -6751410.500000 Penalty: 5577.354980
	Iteration 29Q: 3 clusters Score -6751410 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -6751526.500000 Penalty: 5577.354980
	Iteration 30Q: 3 clusters Score -6751526 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -6751629.000000 Penalty: 5577.354980
	Iteration 31Q: 3 clusters Score -6751629 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -6751743.500000 Penalty: 5577.354980
	Iteration 32Q: 3 clusters Score -6751744 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -6751839.000000 Penalty: 5577.354980
	Iteration 33Q: 3 clusters Score -6751839 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -6751893.500000 Penalty: 5577.354980
	Iteration 34Q: 3 clusters Score -6751894 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6751973.500000 Penalty: 5577.354980
	Iteration 35Q: 3 clusters Score -6751974 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -6752067.500000 Penalty: 5577.354980
	Iteration 36Q: 3 clusters Score -6752068 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -6752172.000000 Penalty: 5577.354980
	Iteration 37Q: 3 clusters Score -6752172 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -6752269.500000 Penalty: 5577.354980
	Iteration 38Q: 3 clusters Score -6752270 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -6752381.000000 Penalty: 5577.354980
	Iteration 39Q: 3 clusters Score -6752381 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -6752519.000000 Penalty: 5577.354980
	Iteration 40F: 3 clusters Score -6752519 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -6752690.500000 Penalty: 5577.354980
	Iteration 41Q: 3 clusters Score -6752690 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -6752826.500000 Penalty: 5577.354980
	Iteration 42Q: 3 clusters Score -6752826 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -6752938.000000 Penalty: 5577.354980
	Iteration 43Q: 3 clusters Score -6752938 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -6753107.500000 Penalty: 5577.354980
	Iteration 44Q: 3 clusters Score -6753108 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -6753235.000000 Penalty: 5577.354980
	Iteration 45Q: 3 clusters Score -6753235 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -6753381.500000 Penalty: 5577.354980
	Iteration 46Q: 3 clusters Score -6753382 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -6753534.500000 Penalty: 5577.354980
	Iteration 47Q: 3 clusters Score -6753534 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -6753692.500000 Penalty: 5577.354980
	Iteration 48Q: 3 clusters Score -6753692 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -6753845.500000 Penalty: 5577.354980
	Iteration 49Q: 3 clusters Score -6753846 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -6753991.500000 Penalty: 5577.354980
	Iteration 50Q: 3 clusters Score -6753992 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -6754178.500000 Penalty: 5577.354980
	Iteration 51Q: 3 clusters Score -6754178 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -6754328.500000 Penalty: 5577.354980
	Iteration 52Q: 3 clusters Score -6754328 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -6754486.000000 Penalty: 5577.354980
	Iteration 53Q: 3 clusters Score -6754486 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -6754665.500000 Penalty: 5577.354980
	Iteration 54Q: 3 clusters Score -6754666 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -6754825.500000 Penalty: 5577.354980
	Iteration 55Q: 3 clusters Score -6754826 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -6755010.500000 Penalty: 5577.354980
	Iteration 56Q: 3 clusters Score -6755010 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -6755211.000000 Penalty: 5577.354980
	Iteration 57Q: 3 clusters Score -6755211 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -6755340.000000 Penalty: 5577.354980
	Iteration 58Q: 3 clusters Score -6755340 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -6755498.500000 Penalty: 5577.354980
	Iteration 59Q: 3 clusters Score -6755498 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -6755690.000000 Penalty: 5577.354980
	Iteration 60F: 3 clusters Score -6755690 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -6755854.500000 Penalty: 5577.354980
	Iteration 61Q: 3 clusters Score -6755854 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -6756011.000000 Penalty: 5577.354980
	Iteration 62Q: 3 clusters Score -6756011 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -6756119.500000 Penalty: 5577.354980
	Iteration 63Q: 3 clusters Score -6756120 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -6756307.000000 Penalty: 5577.354980
	Iteration 64Q: 3 clusters Score -6756307 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 70454 members 
Entering Unmasked Estep 
Score: -6756454.000000 Penalty: 5577.354980
	Iteration 65Q: 3 clusters Score -6756454 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -6756600.000000 Penalty: 5577.354980
	Iteration 66Q: 3 clusters Score -6756600 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -6756732.000000 Penalty: 5577.354980
	Iteration 67Q: 3 clusters Score -6756732 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -6756818.500000 Penalty: 5577.354980
	Iteration 68Q: 3 clusters Score -6756818 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -6756904.500000 Penalty: 5577.354980
	Iteration 69Q: 3 clusters Score -6756904 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -6756949.500000 Penalty: 5577.354980
	Iteration 70Q: 3 clusters Score -6756950 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -6757032.000000 Penalty: 5577.354980
	Iteration 71Q: 3 clusters Score -6757032 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -6757092.000000 Penalty: 5577.354980
	Iteration 72Q: 3 clusters Score -6757092 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -6757127.000000 Penalty: 5577.354980
	Iteration 73Q: 3 clusters Score -6757127 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -6757160.000000 Penalty: 5577.354980
	Iteration 74Q: 3 clusters Score -6757160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -6757204.000000 Penalty: 5577.354980
	Iteration 75Q: 3 clusters Score -6757204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -6757225.000000 Penalty: 5577.354980
	Iteration 76Q: 3 clusters Score -6757225 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -6757283.000000 Penalty: 5577.354980
	Iteration 77Q: 3 clusters Score -6757283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -6757312.500000 Penalty: 5577.354980
	Iteration 78Q: 3 clusters Score -6757312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 73395 members 
Entering Unmasked Estep 
Score: -6757347.500000 Penalty: 5577.354980
	Iteration 79Q: 3 clusters Score -6757348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -6757366.000000 Penalty: 5577.354980
	Iteration 80F: 3 clusters Score -6757366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -6757375.500000 Penalty: 5577.354980
	Iteration 81Q: 3 clusters Score -6757376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -6757398.500000 Penalty: 5577.354980
	Iteration 82Q: 3 clusters Score -6757398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -6757414.500000 Penalty: 5577.354980
	Iteration 83Q: 3 clusters Score -6757414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -6757431.500000 Penalty: 5577.354980
	Iteration 84Q: 3 clusters Score -6757432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -6757435.000000 Penalty: 5577.354980
	Iteration 85Q: 3 clusters Score -6757435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -6757438.500000 Penalty: 5577.354980
	Iteration 86Q: 3 clusters Score -6757438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -6757453.500000 Penalty: 5577.354980
	Iteration 87Q: 3 clusters Score -6757454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -6757482.000000 Penalty: 5577.354980
	Iteration 88Q: 3 clusters Score -6757482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -6757487.000000 Penalty: 5577.354980
	Iteration 89Q: 3 clusters Score -6757487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -6757514.500000 Penalty: 5577.354980
	Iteration 90Q: 3 clusters Score -6757514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -6757520.500000 Penalty: 5577.354980
	Iteration 91Q: 3 clusters Score -6757520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -6757515.500000 Penalty: 5577.354980
	Iteration 92Q: 3 clusters Score -6757516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -6757532.000000 Penalty: 5577.354980
	Iteration 93Q: 3 clusters Score -6757532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -6757536.000000 Penalty: 5577.354980
	Iteration 94Q: 3 clusters Score -6757536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -6757531.500000 Penalty: 5577.354980
	Iteration 95Q: 3 clusters Score -6757532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -6757541.000000 Penalty: 5577.354980
	Iteration 96Q: 3 clusters Score -6757541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -6757543.500000 Penalty: 5577.354980
	Iteration 97Q: 3 clusters Score -6757544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -6757556.000000 Penalty: 5577.354980
	Iteration 98Q: 3 clusters Score -6757556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -6757556.000000 Penalty: 5577.354980
	Iteration 99Q: 3 clusters Score -6757556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -6757562.500000 Penalty: 5577.354980
	Iteration 100F: 3 clusters Score -6757562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -6757571.500000 Penalty: 5577.354980
	Iteration 101Q: 3 clusters Score -6757572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -6757584.000000 Penalty: 5577.354980
	Iteration 102Q: 3 clusters Score -6757584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -6757593.000000 Penalty: 5577.354980
	Iteration 103Q: 3 clusters Score -6757593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 74501 members 
Entering Unmasked Estep 
Score: -6757585.000000 Penalty: 5577.354980
	Iteration 104Q: 3 clusters Score -6757585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -6757604.500000 Penalty: 5577.354980
	Iteration 105Q: 3 clusters Score -6757604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -6757601.500000 Penalty: 5577.354980
	Iteration 106Q: 3 clusters Score -6757602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -6757602.500000 Penalty: 5577.354980
	Iteration 107Q: 3 clusters Score -6757602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -6757603.000000 Penalty: 5577.354980
	Iteration 108Q: 3 clusters Score -6757603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -6757609.500000 Penalty: 5577.354980
	Iteration 109Q: 3 clusters Score -6757610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -6757603.500000 Penalty: 5577.354980
	Iteration 110Q: 3 clusters Score -6757604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -6757605.500000 Penalty: 5577.354980
	Iteration 111Q: 3 clusters Score -6757606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -6757604.000000 Penalty: 5577.354980
	Iteration 112Q: 3 clusters Score -6757604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -6757608.000000 Penalty: 5577.354980
	Iteration 113Q: 3 clusters Score -6757608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -6757615.500000 Penalty: 5577.354980
	Iteration 114Q: 3 clusters Score -6757616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -6757627.500000 Penalty: 5577.354980
	Iteration 115Q: 3 clusters Score -6757628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -6757625.500000 Penalty: 5577.354980
	Iteration 116Q: 3 clusters Score -6757626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -6757629.500000 Penalty: 5577.354980
	Iteration 117Q: 3 clusters Score -6757630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -6757626.000000 Penalty: 5577.354980
	Iteration 118Q: 3 clusters Score -6757626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -6757634.500000 Penalty: 5577.354980
	Iteration 119Q: 3 clusters Score -6757634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -6757640.000000 Penalty: 5577.354980
	Iteration 120F: 3 clusters Score -6757640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -6757635.000000 Penalty: 5577.354980
	Iteration 121Q: 3 clusters Score -6757635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -6757635.000000 Penalty: 5577.354980
	Iteration 122F: 3 clusters Score -6757635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Entering Unmasked Estep 
Score: -706037.187500 Penalty: 2245.169189
	Iteration 0F: 2 clusters Score -706037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -699271.000000 Penalty: 4490.338379
	Iteration 0F: 3 clusters Score -699271 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -701157.062500 Penalty: 4490.338379
	Iteration 1F: 3 clusters Score -701157.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -701444.562500 Penalty: 4490.338379
	Iteration 2F: 3 clusters Score -701444.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -701702.312500 Penalty: 4490.338379
	Iteration 3F: 3 clusters Score -701702.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -701941.125000 Penalty: 4490.338379
	Iteration 4Q: 3 clusters Score -701941.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -702165.000000 Penalty: 4490.338379
	Iteration 5Q: 3 clusters Score -702165 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -702397.000000 Penalty: 4490.338379
	Iteration 6Q: 3 clusters Score -702397 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -702650.250000 Penalty: 4490.338379
	Iteration 7Q: 3 clusters Score -702650.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -702918.437500 Penalty: 4490.338379
	Iteration 8Q: 3 clusters Score -702918.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -703156.625000 Penalty: 4490.338379
	Iteration 9Q: 3 clusters Score -703156.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -703413.062500 Penalty: 4490.338379
	Iteration 10Q: 3 clusters Score -703413.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -703674.250000 Penalty: 4490.338379
	Iteration 11Q: 3 clusters Score -703674.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -703926.375000 Penalty: 4490.338379
	Iteration 12Q: 3 clusters Score -703926.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -704156.750000 Penalty: 4490.338379
	Iteration 13Q: 3 clusters Score -704156.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -704338.250000 Penalty: 4490.338379
	Iteration 14Q: 3 clusters Score -704338.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -704465.437500 Penalty: 4490.338379
	Iteration 15Q: 3 clusters Score -704465.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -704576.187500 Penalty: 4490.338379
	Iteration 16Q: 3 clusters Score -704576.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -704679.875000 Penalty: 4490.338379
	Iteration 17Q: 3 clusters Score -704679.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -704772.625000 Penalty: 4490.338379
	Iteration 18Q: 3 clusters Score -704772.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -704843.187500 Penalty: 4490.338379
	Iteration 19Q: 3 clusters Score -704843.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -704873.625000 Penalty: 4490.338379
	Iteration 20F: 3 clusters Score -704873.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -704901.000000 Penalty: 4490.338379
	Iteration 21Q: 3 clusters Score -704901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -704917.062500 Penalty: 4490.338379
	Iteration 22Q: 3 clusters Score -704917.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -704924.125000 Penalty: 4490.338379
	Iteration 23Q: 3 clusters Score -704924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -704931.812500 Penalty: 4490.338379
	Iteration 24Q: 3 clusters Score -704931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -704934.937500 Penalty: 4490.338379
	Iteration 25Q: 3 clusters Score -704934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -704936.375000 Penalty: 4490.338379
	Iteration 26Q: 3 clusters Score -704936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -704936.187500 Penalty: 4490.338379
	Iteration 27Q: 3 clusters Score -704936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -704936.187500 Penalty: 4490.338379
	Iteration 28Q: 3 clusters Score -704936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -704937.562500 Penalty: 4490.338379
	Iteration 29Q: 3 clusters Score -704937.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -704937.562500 Penalty: 4490.338379
	Iteration 30F: 3 clusters Score -704937.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -329668.125000 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -329668.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -325826.437500 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -325826.4 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -326794.875000 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -326794.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -327114.656250 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -327114.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -327418.406250 Penalty: 4106.855957
	Iteration 3F: 3 clusters Score -327418.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -327656.250000 Penalty: 4106.855957
	Iteration 4F: 3 clusters Score -327656.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -327849.750000 Penalty: 4106.855957
	Iteration 5F: 3 clusters Score -327849.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -327998.812500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -327998.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -328115.406250 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -328115.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -328224.218750 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -328224.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -328316.468750 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -328316.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -328376.812500 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -328376.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -328429.750000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -328429.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -328464.312500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -328464.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -328485.187500 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -328485.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -328498.312500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -328498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -328507.000000 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -328507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -328514.906250 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -328514.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -328521.625000 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -328521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -328526.468750 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -328526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -328532.593750 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -328532.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -328538.656250 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -328538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -328542.156250 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -328542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -328541.968750 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -328542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -328541.968750 Penalty: 4106.855957
	Iteration 23F: 3 clusters Score -328542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Entering Unmasked Estep 
Score: -1740175.250000 Penalty: 2459.133545
	Iteration 0F: 2 clusters Score -1740175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1725978.625000 Penalty: 4918.267090
	Iteration 0F: 3 clusters Score -1725979 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1730716.500000 Penalty: 4918.267090
	Iteration 1F: 3 clusters Score -1730716 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1731245.750000 Penalty: 4918.267090
	Iteration 2F: 3 clusters Score -1731246 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1731762.000000 Penalty: 4918.267090
	Iteration 3F: 3 clusters Score -1731762 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1732416.875000 Penalty: 4918.267090
	Iteration 4F: 3 clusters Score -1732417 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1733215.500000 Penalty: 4918.267090
	Iteration 5F: 3 clusters Score -1733216 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1734070.250000 Penalty: 4918.267090
	Iteration 6F: 3 clusters Score -1734070 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1735035.875000 Penalty: 4918.267090
	Iteration 7F: 3 clusters Score -1735036 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1736127.000000 Penalty: 4918.267090
	Iteration 8F: 3 clusters Score -1736127 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1737224.625000 Penalty: 4918.267090
	Iteration 9F: 3 clusters Score -1737225 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1738126.375000 Penalty: 4918.267090
	Iteration 10F: 3 clusters Score -1738126 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1738693.625000 Penalty: 4918.267090
	Iteration 11Q: 3 clusters Score -1738694 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1738985.250000 Penalty: 4918.267090
	Iteration 12Q: 3 clusters Score -1738985 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1739134.625000 Penalty: 4918.267090
	Iteration 13Q: 3 clusters Score -1739135 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1739219.875000 Penalty: 4918.267090
	Iteration 14Q: 3 clusters Score -1739220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1739265.375000 Penalty: 4918.267090
	Iteration 15Q: 3 clusters Score -1739265 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1739288.625000 Penalty: 4918.267090
	Iteration 16Q: 3 clusters Score -1739289 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1739308.500000 Penalty: 4918.267090
	Iteration 17Q: 3 clusters Score -1739308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1739314.875000 Penalty: 4918.267090
	Iteration 18Q: 3 clusters Score -1739315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1739317.125000 Penalty: 4918.267090
	Iteration 19Q: 3 clusters Score -1739317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1739322.875000 Penalty: 4918.267090
	Iteration 20F: 3 clusters Score -1739323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1739323.125000 Penalty: 4918.267090
	Iteration 21Q: 3 clusters Score -1739323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1739324.125000 Penalty: 4918.267090
	Iteration 22Q: 3 clusters Score -1739324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1739324.375000 Penalty: 4918.267090
	Iteration 23Q: 3 clusters Score -1739324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1739327.500000 Penalty: 4918.267090
	Iteration 24Q: 3 clusters Score -1739328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1739328.750000 Penalty: 4918.267090
	Iteration 25Q: 3 clusters Score -1739329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1739330.375000 Penalty: 4918.267090
	Iteration 26Q: 3 clusters Score -1739330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1739332.750000 Penalty: 4918.267090
	Iteration 27Q: 3 clusters Score -1739333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1739332.750000 Penalty: 4918.267090
	Iteration 28Q: 3 clusters Score -1739333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1739329.000000 Penalty: 4918.267090
	Iteration 29Q: 3 clusters Score -1739329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1739331.250000 Penalty: 4918.267090
	Iteration 30Q: 3 clusters Score -1739331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1739331.250000 Penalty: 4918.267090
	Iteration 31F: 3 clusters Score -1739331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -363947.593750 Penalty: 2082.805664
	Iteration 0F: 2 clusters Score -363947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -359785.812500 Penalty: 4165.611328
	Iteration 0F: 3 clusters Score -359785.8 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -361054.031250 Penalty: 4165.611328
	Iteration 1F: 3 clusters Score -361054 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -361621.250000 Penalty: 4165.611328
	Iteration 2F: 3 clusters Score -361621.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -362109.593750 Penalty: 4165.611328
	Iteration 3F: 3 clusters Score -362109.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -362602.406250 Penalty: 4165.611328
	Iteration 4F: 3 clusters Score -362602.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -363033.968750 Penalty: 4165.611328
	Iteration 5F: 3 clusters Score -363034 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -363549.687500 Penalty: 4165.611328
	Iteration 6F: 3 clusters Score -363549.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -364099.687500 Penalty: 4165.611328
	Iteration 7F: 3 clusters Score -364099.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -364453.000000 Penalty: 4165.611328
	Iteration 8F: 3 clusters Score -364453 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -364662.625000 Penalty: 4165.611328
	Iteration 9Q: 3 clusters Score -364662.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -364828.062500 Penalty: 4165.611328
	Iteration 10Q: 3 clusters Score -364828.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -365014.500000 Penalty: 4165.611328
	Iteration 11Q: 3 clusters Score -365014.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -365168.531250 Penalty: 4165.611328
	Iteration 12Q: 3 clusters Score -365168.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -365238.343750 Penalty: 4165.611328
	Iteration 13Q: 3 clusters Score -365238.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -365262.812500 Penalty: 4165.611328
	Iteration 14Q: 3 clusters Score -365262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -365273.718750 Penalty: 4165.611328
	Iteration 15Q: 3 clusters Score -365273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -365279.625000 Penalty: 4165.611328
	Iteration 16Q: 3 clusters Score -365279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -365280.562500 Penalty: 4165.611328
	Iteration 17Q: 3 clusters Score -365280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -365281.281250 Penalty: 4165.611328
	Iteration 18Q: 3 clusters Score -365281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -365281.437500 Penalty: 4165.611328
	Iteration 19Q: 3 clusters Score -365281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -365281.437500 Penalty: 4165.611328
	Iteration 20F: 3 clusters Score -365281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 3140 members 
Mstep: Class 31 contains 4415 members 
Mstep: Class 32 contains 28590 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 24081 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 7072 members 
Mstep: Class 37 contains 1300 members 
Entering Unmasked Estep 
Score: -112983776.000000 Penalty: 129393.078125
Splitting cluster 30 changes total score from -112983840.000000 to -112983776.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412924 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 26815 members 
Mstep: Class 6 contains 17918 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 9212 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 5701 members 
Mstep: Class 11 contains 104175 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 9435 members 
Mstep: Class 14 contains 3583 members 
Mstep: Class 15 contains 335095 members 
Mstep: Class 16 contains 11947 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35482 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 2056 members 
Mstep: Class 22 contains 16791 members 
Mstep: Class 23 contains 15049 members 
Mstep: Class 24 contains 9122 members 
Mstep: Class 25 contains 2462 members 
Mstep: Class 26 contains 76471 members 
Mstep: Class 27 contains 8545 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 20249 members 
Mstep: Class 30 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987248.000000 Penalty: 125895.968750
Iteration 79Q: 37 clusters Score -1.129872e+08 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412454 members 
Mstep: Class 2 contains 51636 members 
Mstep: Class 3 contains 14280 members 
Mstep: Class 4 contains 5909 members 
Mstep: Class 5 contains 26898 members 
Mstep: Class 6 contains 17994 members 
Mstep: Class 7 contains 17368 members 
Mstep: Class 8 contains 9167 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 5761 members 
Mstep: Class 11 contains 104447 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 9581 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 335293 members 
Mstep: Class 16 contains 11995 members 
Mstep: Class 17 contains 7638 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 35597 members 
Mstep: Class 20 contains 6790 members 
Mstep: Class 21 contains 2125 members 
Mstep: Class 22 contains 16797 members 
Mstep: Class 23 contains 15094 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 76632 members 
Mstep: Class 27 contains 8564 members 
Mstep: Class 28 contains 3965 members 
Mstep: Class 29 contains 20505 members 
Mstep: Class 30 contains 4511 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 27894 members 
Mstep: Class 33 contains 2539 members 
Mstep: Class 34 contains 23494 members 
Mstep: Class 35 contains 4984 members 
Mstep: Class 36 contains 6769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112990336.000000 Penalty: 125895.968750
Iteration 80F: 37 clusters Score -1.129903e+08 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 412146 members 
Mstep: Class 2 contains 51620 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 6252 members 
Mstep: Class 5 contains 26914 members 
Mstep: Class 6 contains 18011 members 
Mstep: Class 7 contains 17172 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 18375 members 
Mstep: Class 10 contains 5779 members 
Mstep: Class 11 contains 103923 members 
Mstep: Class 12 contains 4165 members 
Mstep: Class 13 contains 9664 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 335015 members 
Mstep: Class 16 contains 12016 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 2116 members 
Mstep: Class 19 contains 35518 members 
Mstep: Class 20 contains 6795 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 15091 members 
Mstep: Class 24 contains 9255 members 
Mstep: Class 25 contains 2320 members 
Mstep: Class 26 contains 76411 members 
Mstep: Class 27 contains 8450 members 
Mstep: Class 28 contains 3970 members 
Mstep: Class 29 contains 20349 members 
Mstep: Class 30 contains 4470 members 
Mstep: Class 31 contains 4774 members 
Mstep: Class 32 contains 27823 members 
Mstep: Class 33 contains 2572 members 
Mstep: Class 34 contains 24035 members 
Mstep: Class 35 contains 5201 members 
Mstep: Class 36 contains 6787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112991368.000000 Penalty: 125895.968750
Iteration 81Q: 37 clusters Score -1.129914e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411961 members 
Mstep: Class 2 contains 51606 members 
Mstep: Class 3 contains 14250 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 26920 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 17014 members 
Mstep: Class 8 contains 9125 members 
Mstep: Class 9 contains 18423 members 
Mstep: Class 10 contains 5808 members 
Mstep: Class 11 contains 103524 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 3726 members 
Mstep: Class 15 contains 334772 members 
Mstep: Class 16 contains 12034 members 
Mstep: Class 17 contains 7768 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 35458 members 
Mstep: Class 20 contains 6809 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 16803 members 
Mstep: Class 23 contains 15088 members 
Mstep: Class 24 contains 9236 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 76218 members 
Mstep: Class 27 contains 8373 members 
Mstep: Class 28 contains 3978 members 
Mstep: Class 29 contains 20251 members 
Mstep: Class 30 contains 4445 members 
Mstep: Class 31 contains 5241 members 
Mstep: Class 32 contains 27718 members 
Mstep: Class 33 contains 2584 members 
Mstep: Class 34 contains 24398 members 
Mstep: Class 35 contains 5320 members 
Mstep: Class 36 contains 6771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112992432.000000 Penalty: 125895.968750
Iteration 82Q: 37 clusters Score -1.129924e+08 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411861 members 
Mstep: Class 2 contains 51604 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 26916 members 
Mstep: Class 6 contains 18060 members 
Mstep: Class 7 contains 16876 members 
Mstep: Class 8 contains 9118 members 
Mstep: Class 9 contains 18464 members 
Mstep: Class 10 contains 5862 members 
Mstep: Class 11 contains 103242 members 
Mstep: Class 12 contains 4357 members 
Mstep: Class 13 contains 9914 members 
Mstep: Class 14 contains 3751 members 
Mstep: Class 15 contains 334577 members 
Mstep: Class 16 contains 12052 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 35419 members 
Mstep: Class 20 contains 6818 members 
Mstep: Class 21 contains 2193 members 
Mstep: Class 22 contains 16803 members 
Mstep: Class 23 contains 15073 members 
Mstep: Class 24 contains 9233 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 76021 members 
Mstep: Class 27 contains 8296 members 
Mstep: Class 28 contains 3982 members 
Mstep: Class 29 contains 20180 members 
Mstep: Class 30 contains 4427 members 
Mstep: Class 31 contains 5613 members 
Mstep: Class 32 contains 27632 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 24672 members 
Mstep: Class 35 contains 5407 members 
Mstep: Class 36 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112992840.000000 Penalty: 125895.968750
Iteration 83Q: 37 clusters Score -1.129928e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411789 members 
Mstep: Class 2 contains 51603 members 
Mstep: Class 3 contains 14220 members 
Mstep: Class 4 contains 6616 members 
Mstep: Class 5 contains 26880 members 
Mstep: Class 6 contains 18070 members 
Mstep: Class 7 contains 16774 members 
Mstep: Class 8 contains 9112 members 
Mstep: Class 9 contains 18503 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 102970 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 10068 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 334430 members 
Mstep: Class 16 contains 12071 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 35391 members 
Mstep: Class 20 contains 6837 members 
Mstep: Class 21 contains 2207 members 
Mstep: Class 22 contains 16804 members 
Mstep: Class 23 contains 15053 members 
Mstep: Class 24 contains 9207 members 
Mstep: Class 25 contains 2170 members 
Mstep: Class 26 contains 75816 members 
Mstep: Class 27 contains 8237 members 
Mstep: Class 28 contains 3987 members 
Mstep: Class 29 contains 20121 members 
Mstep: Class 30 contains 4420 members 
Mstep: Class 31 contains 5941 members 
Mstep: Class 32 contains 27552 members 
Mstep: Class 33 contains 2588 members 
Mstep: Class 34 contains 24912 members 
Mstep: Class 35 contains 5487 members 
Mstep: Class 36 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993072.000000 Penalty: 125895.968750
Iteration 84Q: 37 clusters Score -1.129931e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411756 members 
Mstep: Class 2 contains 51596 members 
Mstep: Class 3 contains 14216 members 
Mstep: Class 4 contains 6636 members 
Mstep: Class 5 contains 26854 members 
Mstep: Class 6 contains 18071 members 
Mstep: Class 7 contains 16710 members 
Mstep: Class 8 contains 9120 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 5955 members 
Mstep: Class 11 contains 102723 members 
Mstep: Class 12 contains 4521 members 
Mstep: Class 13 contains 10218 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 334303 members 
Mstep: Class 16 contains 12085 members 
Mstep: Class 17 contains 7988 members 
Mstep: Class 18 contains 2129 members 
Mstep: Class 19 contains 35375 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 2213 members 
Mstep: Class 22 contains 16801 members 
Mstep: Class 23 contains 15034 members 
Mstep: Class 24 contains 9174 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 75613 members 
Mstep: Class 27 contains 8182 members 
Mstep: Class 28 contains 3998 members 
Mstep: Class 29 contains 20060 members 
Mstep: Class 30 contains 4412 members 
Mstep: Class 31 contains 6237 members 
Mstep: Class 32 contains 27473 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 25112 members 
Mstep: Class 35 contains 5572 members 
Mstep: Class 36 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993528.000000 Penalty: 125895.968750
Iteration 85Q: 37 clusters Score -1.129935e+08 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411751 members 
Mstep: Class 2 contains 51593 members 
Mstep: Class 3 contains 14214 members 
Mstep: Class 4 contains 6645 members 
Mstep: Class 5 contains 26814 members 
Mstep: Class 6 contains 18071 members 
Mstep: Class 7 contains 16655 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 18545 members 
Mstep: Class 10 contains 5988 members 
Mstep: Class 11 contains 102507 members 
Mstep: Class 12 contains 4588 members 
Mstep: Class 13 contains 10346 members 
Mstep: Class 14 contains 3765 members 
Mstep: Class 15 contains 334195 members 
Mstep: Class 16 contains 12096 members 
Mstep: Class 17 contains 8067 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 35346 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 16805 members 
Mstep: Class 23 contains 15025 members 
Mstep: Class 24 contains 9150 members 
Mstep: Class 25 contains 2100 members 
Mstep: Class 26 contains 75414 members 
Mstep: Class 27 contains 8133 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 20023 members 
Mstep: Class 30 contains 4418 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 27397 members 
Mstep: Class 33 contains 2588 members 
Mstep: Class 34 contains 25269 members 
Mstep: Class 35 contains 5646 members 
Mstep: Class 36 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993704.000000 Penalty: 125895.968750
Iteration 86Q: 37 clusters Score -1.129937e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411736 members 
Mstep: Class 2 contains 51588 members 
Mstep: Class 3 contains 14230 members 
Mstep: Class 4 contains 6648 members 
Mstep: Class 5 contains 26773 members 
Mstep: Class 6 contains 18059 members 
Mstep: Class 7 contains 16610 members 
Mstep: Class 8 contains 9149 members 
Mstep: Class 9 contains 18564 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 102372 members 
Mstep: Class 12 contains 4651 members 
Mstep: Class 13 contains 10459 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 334118 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 2132 members 
Mstep: Class 19 contains 35328 members 
Mstep: Class 20 contains 6855 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 16805 members 
Mstep: Class 23 contains 15027 members 
Mstep: Class 24 contains 9115 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 75201 members 
Mstep: Class 27 contains 8090 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 19990 members 
Mstep: Class 30 contains 4428 members 
Mstep: Class 31 contains 6697 members 
Mstep: Class 32 contains 27341 members 
Mstep: Class 33 contains 2587 members 
Mstep: Class 34 contains 25390 members 
Mstep: Class 35 contains 5720 members 
Mstep: Class 36 contains 6731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994152.000000 Penalty: 125895.968750
Iteration 87Q: 37 clusters Score -1.129942e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411737 members 
Mstep: Class 2 contains 51585 members 
Mstep: Class 3 contains 14244 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 26733 members 
Mstep: Class 6 contains 18059 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 102273 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 10591 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 334046 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 8231 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 35315 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 16805 members 
Mstep: Class 23 contains 15026 members 
Mstep: Class 24 contains 9092 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 75004 members 
Mstep: Class 27 contains 8054 members 
Mstep: Class 28 contains 4019 members 
Mstep: Class 29 contains 19966 members 
Mstep: Class 30 contains 4425 members 
Mstep: Class 31 contains 6830 members 
Mstep: Class 32 contains 27262 members 
Mstep: Class 33 contains 2587 members 
Mstep: Class 34 contains 25467 members 
Mstep: Class 35 contains 5795 members 
Mstep: Class 36 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994384.000000 Penalty: 125895.968750
Iteration 88Q: 37 clusters Score -1.129944e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411746 members 
Mstep: Class 2 contains 51580 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 4 contains 6634 members 
Mstep: Class 5 contains 26712 members 
Mstep: Class 6 contains 18064 members 
Mstep: Class 7 contains 16553 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 6040 members 
Mstep: Class 11 contains 102179 members 
Mstep: Class 12 contains 4764 members 
Mstep: Class 13 contains 10721 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333998 members 
Mstep: Class 16 contains 12119 members 
Mstep: Class 17 contains 8297 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35309 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 16809 members 
Mstep: Class 23 contains 15029 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 74792 members 
Mstep: Class 27 contains 8011 members 
Mstep: Class 28 contains 4019 members 
Mstep: Class 29 contains 19935 members 
Mstep: Class 30 contains 4416 members 
Mstep: Class 31 contains 6948 members 
Mstep: Class 32 contains 27174 members 
Mstep: Class 33 contains 2588 members 
Mstep: Class 34 contains 25588 members 
Mstep: Class 35 contains 5880 members 
Mstep: Class 36 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994832.000000 Penalty: 125895.968750
Iteration 89Q: 37 clusters Score -1.129948e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411753 members 
Mstep: Class 2 contains 51578 members 
Mstep: Class 3 contains 14236 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 26689 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 16533 members 
Mstep: Class 8 contains 9170 members 
Mstep: Class 9 contains 18570 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 102055 members 
Mstep: Class 12 contains 4805 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 333971 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 8374 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35307 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 16814 members 
Mstep: Class 23 contains 15022 members 
Mstep: Class 24 contains 9036 members 
Mstep: Class 25 contains 2030 members 
Mstep: Class 26 contains 74581 members 
Mstep: Class 27 contains 7989 members 
Mstep: Class 28 contains 4024 members 
Mstep: Class 29 contains 19900 members 
Mstep: Class 30 contains 4410 members 
Mstep: Class 31 contains 7081 members 
Mstep: Class 32 contains 27102 members 
Mstep: Class 33 contains 2589 members 
Mstep: Class 34 contains 25698 members 
Mstep: Class 35 contains 5940 members 
Mstep: Class 36 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995080.000000 Penalty: 125895.968750
Iteration 90Q: 37 clusters Score -1.129951e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411770 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14234 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 26665 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 16518 members 
Mstep: Class 8 contains 9180 members 
Mstep: Class 9 contains 18570 members 
Mstep: Class 10 contains 6056 members 
Mstep: Class 11 contains 101956 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 10974 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 15 contains 333943 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 8434 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35312 members 
Mstep: Class 20 contains 6910 members 
Mstep: Class 21 contains 2223 members 
Mstep: Class 22 contains 16813 members 
Mstep: Class 23 contains 15022 members 
Mstep: Class 24 contains 9015 members 
Mstep: Class 25 contains 2013 members 
Mstep: Class 26 contains 74391 members 
Mstep: Class 27 contains 7954 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 19883 members 
Mstep: Class 30 contains 4405 members 
Mstep: Class 31 contains 7197 members 
Mstep: Class 32 contains 27028 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 25792 members 
Mstep: Class 35 contains 5985 members 
Mstep: Class 36 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995544.000000 Penalty: 125895.968750
Iteration 91Q: 37 clusters Score -1.129955e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411786 members 
Mstep: Class 2 contains 51577 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 26646 members 
Mstep: Class 6 contains 18087 members 
Mstep: Class 7 contains 16498 members 
Mstep: Class 8 contains 9194 members 
Mstep: Class 9 contains 18568 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 101878 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 11071 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333900 members 
Mstep: Class 16 contains 12131 members 
Mstep: Class 17 contains 8489 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35310 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 2228 members 
Mstep: Class 22 contains 16807 members 
Mstep: Class 23 contains 15018 members 
Mstep: Class 24 contains 9003 members 
Mstep: Class 25 contains 2001 members 
Mstep: Class 26 contains 74234 members 
Mstep: Class 27 contains 7919 members 
Mstep: Class 28 contains 4035 members 
Mstep: Class 29 contains 19866 members 
Mstep: Class 30 contains 4400 members 
Mstep: Class 31 contains 7288 members 
Mstep: Class 32 contains 26939 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 25901 members 
Mstep: Class 35 contains 6042 members 
Mstep: Class 36 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995296.000000 Penalty: 125895.968750
Iteration 92Q: 37 clusters Score -1.129953e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411787 members 
Mstep: Class 2 contains 51577 members 
Mstep: Class 3 contains 14231 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 26623 members 
Mstep: Class 6 contains 18093 members 
Mstep: Class 7 contains 16479 members 
Mstep: Class 8 contains 9202 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 101829 members 
Mstep: Class 12 contains 4911 members 
Mstep: Class 13 contains 11141 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 333846 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 8546 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35317 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 16804 members 
Mstep: Class 23 contains 15020 members 
Mstep: Class 24 contains 8977 members 
Mstep: Class 25 contains 1990 members 
Mstep: Class 26 contains 74069 members 
Mstep: Class 27 contains 7895 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 19850 members 
Mstep: Class 30 contains 4390 members 
Mstep: Class 31 contains 7354 members 
Mstep: Class 32 contains 26853 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 26004 members 
Mstep: Class 35 contains 6100 members 
Mstep: Class 36 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995752.000000 Penalty: 125895.968750
Iteration 93Q: 37 clusters Score -1.129958e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411795 members 
Mstep: Class 2 contains 51577 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 26608 members 
Mstep: Class 6 contains 18094 members 
Mstep: Class 7 contains 16458 members 
Mstep: Class 8 contains 9221 members 
Mstep: Class 9 contains 18575 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 101783 members 
Mstep: Class 12 contains 4933 members 
Mstep: Class 13 contains 11221 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 333814 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 8603 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35326 members 
Mstep: Class 20 contains 6963 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 22 contains 16806 members 
Mstep: Class 23 contains 15020 members 
Mstep: Class 24 contains 8953 members 
Mstep: Class 25 contains 1988 members 
Mstep: Class 26 contains 73895 members 
Mstep: Class 27 contains 7878 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 19826 members 
Mstep: Class 30 contains 4383 members 
Mstep: Class 31 contains 7400 members 
Mstep: Class 32 contains 26773 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 26102 members 
Mstep: Class 35 contains 6154 members 
Mstep: Class 36 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995472.000000 Penalty: 125895.968750
Iteration 94Q: 37 clusters Score -1.129955e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411795 members 
Mstep: Class 2 contains 51577 members 
Mstep: Class 3 contains 14242 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 26588 members 
Mstep: Class 6 contains 18104 members 
Mstep: Class 7 contains 16445 members 
Mstep: Class 8 contains 9234 members 
Mstep: Class 9 contains 18584 members 
Mstep: Class 10 contains 6081 members 
Mstep: Class 11 contains 101732 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 11277 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 333806 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35334 members 
Mstep: Class 20 contains 6974 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16807 members 
Mstep: Class 23 contains 15009 members 
Mstep: Class 24 contains 8948 members 
Mstep: Class 25 contains 1986 members 
Mstep: Class 26 contains 73729 members 
Mstep: Class 27 contains 7853 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 19805 members 
Mstep: Class 30 contains 4371 members 
Mstep: Class 31 contains 7447 members 
Mstep: Class 32 contains 26685 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 26180 members 
Mstep: Class 35 contains 6231 members 
Mstep: Class 36 contains 6753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995800.000000 Penalty: 125895.968750
Iteration 95Q: 37 clusters Score -1.129958e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411796 members 
Mstep: Class 2 contains 51576 members 
Mstep: Class 3 contains 14236 members 
Mstep: Class 4 contains 6610 members 
Mstep: Class 5 contains 26576 members 
Mstep: Class 6 contains 18117 members 
Mstep: Class 7 contains 16439 members 
Mstep: Class 8 contains 9253 members 
Mstep: Class 9 contains 18590 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 101696 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 11333 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 333785 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 8759 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35335 members 
Mstep: Class 20 contains 6983 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16808 members 
Mstep: Class 23 contains 15014 members 
Mstep: Class 24 contains 8932 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 73559 members 
Mstep: Class 27 contains 7837 members 
Mstep: Class 28 contains 4082 members 
Mstep: Class 29 contains 19794 members 
Mstep: Class 30 contains 4359 members 
Mstep: Class 31 contains 7479 members 
Mstep: Class 32 contains 26606 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 26250 members 
Mstep: Class 35 contains 6291 members 
Mstep: Class 36 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996024.000000 Penalty: 125895.968750
Iteration 96Q: 37 clusters Score -1.12996e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51576 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 26568 members 
Mstep: Class 6 contains 18122 members 
Mstep: Class 7 contains 16424 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 18595 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 101672 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 13 contains 11383 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 333786 members 
Mstep: Class 16 contains 12136 members 
Mstep: Class 17 contains 8837 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35330 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16809 members 
Mstep: Class 23 contains 15014 members 
Mstep: Class 24 contains 8918 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 73395 members 
Mstep: Class 27 contains 7813 members 
Mstep: Class 28 contains 4097 members 
Mstep: Class 29 contains 19781 members 
Mstep: Class 30 contains 4346 members 
Mstep: Class 31 contains 7499 members 
Mstep: Class 32 contains 26528 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 26318 members 
Mstep: Class 35 contains 6356 members 
Mstep: Class 36 contains 6751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996024.000000 Penalty: 125895.968750
Iteration 97Q: 37 clusters Score -1.12996e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411805 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14241 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 26556 members 
Mstep: Class 6 contains 18130 members 
Mstep: Class 7 contains 16417 members 
Mstep: Class 8 contains 9277 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 101639 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 11422 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 333785 members 
Mstep: Class 16 contains 12136 members 
Mstep: Class 17 contains 8905 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35331 members 
Mstep: Class 20 contains 7014 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16811 members 
Mstep: Class 23 contains 15017 members 
Mstep: Class 24 contains 8898 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 73221 members 
Mstep: Class 27 contains 7805 members 
Mstep: Class 28 contains 4110 members 
Mstep: Class 29 contains 19762 members 
Mstep: Class 30 contains 4338 members 
Mstep: Class 31 contains 7525 members 
Mstep: Class 32 contains 26449 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 26411 members 
Mstep: Class 35 contains 6417 members 
Mstep: Class 36 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996296.000000 Penalty: 125895.968750
Iteration 98Q: 37 clusters Score -1.129963e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411805 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14251 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 26552 members 
Mstep: Class 6 contains 18132 members 
Mstep: Class 7 contains 16417 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 18592 members 
Mstep: Class 10 contains 6099 members 
Mstep: Class 11 contains 101594 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 11444 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 333750 members 
Mstep: Class 16 contains 12142 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35333 members 
Mstep: Class 20 contains 7032 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16805 members 
Mstep: Class 23 contains 15012 members 
Mstep: Class 24 contains 8879 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 73060 members 
Mstep: Class 27 contains 7802 members 
Mstep: Class 28 contains 4126 members 
Mstep: Class 29 contains 19743 members 
Mstep: Class 30 contains 4335 members 
Mstep: Class 31 contains 7557 members 
Mstep: Class 32 contains 26375 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 26511 members 
Mstep: Class 35 contains 6466 members 
Mstep: Class 36 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996584.000000 Penalty: 125895.968750
Iteration 99Q: 37 clusters Score -1.129966e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411801 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 14269 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 26556 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 16416 members 
Mstep: Class 8 contains 9312 members 
Mstep: Class 9 contains 18589 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 101572 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 11442 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 333768 members 
Mstep: Class 16 contains 12141 members 
Mstep: Class 17 contains 9071 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35328 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16795 members 
Mstep: Class 23 contains 15003 members 
Mstep: Class 24 contains 8872 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 72875 members 
Mstep: Class 27 contains 7792 members 
Mstep: Class 28 contains 4148 members 
Mstep: Class 29 contains 19721 members 
Mstep: Class 30 contains 4332 members 
Mstep: Class 31 contains 7583 members 
Mstep: Class 32 contains 26304 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 26604 members 
Mstep: Class 35 contains 6498 members 
Mstep: Class 36 contains 6757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996712.000000 Penalty: 125895.968750
Iteration 100F: 37 clusters Score -1.129967e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411796 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 14279 members 
Mstep: Class 4 contains 6619 members 
Mstep: Class 5 contains 26560 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 16409 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 18590 members 
Mstep: Class 10 contains 6101 members 
Mstep: Class 11 contains 101557 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 11467 members 
Mstep: Class 14 contains 3758 members 
Mstep: Class 15 contains 333758 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 9177 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35327 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16787 members 
Mstep: Class 23 contains 14994 members 
Mstep: Class 24 contains 8849 members 
Mstep: Class 25 contains 1958 members 
Mstep: Class 26 contains 72681 members 
Mstep: Class 27 contains 7774 members 
Mstep: Class 28 contains 4172 members 
Mstep: Class 29 contains 19703 members 
Mstep: Class 30 contains 4327 members 
Mstep: Class 31 contains 7587 members 
Mstep: Class 32 contains 26237 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 26707 members 
Mstep: Class 35 contains 6539 members 
Mstep: Class 36 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996864.000000 Penalty: 125895.968750
Iteration 101Q: 37 clusters Score -1.129969e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411792 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 14294 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26567 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 16406 members 
Mstep: Class 8 contains 9369 members 
Mstep: Class 9 contains 18584 members 
Mstep: Class 10 contains 6105 members 
Mstep: Class 11 contains 101533 members 
Mstep: Class 12 contains 5045 members 
Mstep: Class 13 contains 11505 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 333755 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35330 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16784 members 
Mstep: Class 23 contains 14988 members 
Mstep: Class 24 contains 8806 members 
Mstep: Class 25 contains 1955 members 
Mstep: Class 26 contains 72491 members 
Mstep: Class 27 contains 7750 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 19685 members 
Mstep: Class 30 contains 4322 members 
Mstep: Class 31 contains 7592 members 
Mstep: Class 32 contains 26180 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 26796 members 
Mstep: Class 35 contains 6578 members 
Mstep: Class 36 contains 6761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997128.000000 Penalty: 125895.968750
Iteration 102Q: 37 clusters Score -1.129971e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411795 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 14300 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 5 contains 26567 members 
Mstep: Class 6 contains 18133 members 
Mstep: Class 7 contains 16399 members 
Mstep: Class 8 contains 9405 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 101521 members 
Mstep: Class 12 contains 5052 members 
Mstep: Class 13 contains 11518 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333765 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35337 members 
Mstep: Class 20 contains 7122 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 16779 members 
Mstep: Class 23 contains 14968 members 
Mstep: Class 24 contains 8775 members 
Mstep: Class 25 contains 1951 members 
Mstep: Class 26 contains 72316 members 
Mstep: Class 27 contains 7728 members 
Mstep: Class 28 contains 4238 members 
Mstep: Class 29 contains 19653 members 
Mstep: Class 30 contains 4320 members 
Mstep: Class 31 contains 7595 members 
Mstep: Class 32 contains 26127 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 26880 members 
Mstep: Class 35 contains 6625 members 
Mstep: Class 36 contains 6761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997224.000000 Penalty: 125895.968750
Iteration 103Q: 37 clusters Score -1.129972e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411804 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 14318 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 7 contains 16387 members 
Mstep: Class 8 contains 9446 members 
Mstep: Class 9 contains 18576 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 101508 members 
Mstep: Class 12 contains 5060 members 
Mstep: Class 13 contains 11516 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333777 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 9419 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35340 members 
Mstep: Class 20 contains 7148 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 16779 members 
Mstep: Class 23 contains 14955 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 1949 members 
Mstep: Class 26 contains 72120 members 
Mstep: Class 27 contains 7707 members 
Mstep: Class 28 contains 4277 members 
Mstep: Class 29 contains 19618 members 
Mstep: Class 30 contains 4318 members 
Mstep: Class 31 contains 7599 members 
Mstep: Class 32 contains 26080 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 26969 members 
Mstep: Class 35 contains 6667 members 
Mstep: Class 36 contains 6761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997408.000000 Penalty: 125895.968750
Iteration 104Q: 37 clusters Score -1.129974e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411806 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 14328 members 
Mstep: Class 4 contains 6620 members 
Mstep: Class 5 contains 26578 members 
Mstep: Class 6 contains 18140 members 
Mstep: Class 7 contains 16384 members 
Mstep: Class 8 contains 9487 members 
Mstep: Class 9 contains 18580 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 101508 members 
Mstep: Class 12 contains 5074 members 
Mstep: Class 13 contains 11514 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333755 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 9497 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35355 members 
Mstep: Class 20 contains 7162 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 16783 members 
Mstep: Class 23 contains 14940 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 1945 members 
Mstep: Class 26 contains 71923 members 
Mstep: Class 27 contains 7702 members 
Mstep: Class 28 contains 4320 members 
Mstep: Class 29 contains 19590 members 
Mstep: Class 30 contains 4318 members 
Mstep: Class 31 contains 7595 members 
Mstep: Class 32 contains 26022 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 27041 members 
Mstep: Class 35 contains 6713 members 
Mstep: Class 36 contains 6761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997544.000000 Penalty: 125895.968750
Iteration 105Q: 37 clusters Score -1.129975e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411815 members 
Mstep: Class 2 contains 51568 members 
Mstep: Class 3 contains 14338 members 
Mstep: Class 4 contains 6615 members 
Mstep: Class 5 contains 26574 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 16375 members 
Mstep: Class 8 contains 9527 members 
Mstep: Class 9 contains 18581 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 101491 members 
Mstep: Class 12 contains 5093 members 
Mstep: Class 13 contains 11508 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333729 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35359 members 
Mstep: Class 20 contains 7171 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16782 members 
Mstep: Class 23 contains 14933 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 1944 members 
Mstep: Class 26 contains 71746 members 
Mstep: Class 27 contains 7693 members 
Mstep: Class 28 contains 4366 members 
Mstep: Class 29 contains 19562 members 
Mstep: Class 30 contains 4315 members 
Mstep: Class 31 contains 7599 members 
Mstep: Class 32 contains 25967 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 27148 members 
Mstep: Class 35 contains 6754 members 
Mstep: Class 36 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997736.000000 Penalty: 125895.968750
Iteration 106Q: 37 clusters Score -1.129977e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411822 members 
Mstep: Class 2 contains 51566 members 
Mstep: Class 3 contains 14340 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 26564 members 
Mstep: Class 6 contains 18153 members 
Mstep: Class 7 contains 16364 members 
Mstep: Class 8 contains 9571 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 6109 members 
Mstep: Class 11 contains 101479 members 
Mstep: Class 12 contains 5108 members 
Mstep: Class 13 contains 11483 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333727 members 
Mstep: Class 16 contains 12153 members 
Mstep: Class 17 contains 9637 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35374 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16786 members 
Mstep: Class 23 contains 14924 members 
Mstep: Class 24 contains 8713 members 
Mstep: Class 25 contains 1937 members 
Mstep: Class 26 contains 71555 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 4415 members 
Mstep: Class 29 contains 19526 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 7601 members 
Mstep: Class 32 contains 25919 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 27252 members 
Mstep: Class 35 contains 6794 members 
Mstep: Class 36 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997880.000000 Penalty: 125895.968750
Iteration 107Q: 37 clusters Score -1.129979e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51567 members 
Mstep: Class 3 contains 14356 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 26556 members 
Mstep: Class 6 contains 18155 members 
Mstep: Class 7 contains 16357 members 
Mstep: Class 8 contains 9613 members 
Mstep: Class 9 contains 18594 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 101468 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 11451 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333725 members 
Mstep: Class 16 contains 12160 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35389 members 
Mstep: Class 20 contains 7193 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16782 members 
Mstep: Class 23 contains 14913 members 
Mstep: Class 24 contains 8705 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 71365 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 19490 members 
Mstep: Class 30 contains 4303 members 
Mstep: Class 31 contains 7604 members 
Mstep: Class 32 contains 25890 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 27356 members 
Mstep: Class 35 contains 6837 members 
Mstep: Class 36 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997768.000000 Penalty: 125895.968750
Iteration 108Q: 37 clusters Score -1.129978e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411803 members 
Mstep: Class 2 contains 51564 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 26549 members 
Mstep: Class 6 contains 18155 members 
Mstep: Class 7 contains 16348 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 18595 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 101454 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 11426 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 333714 members 
Mstep: Class 16 contains 12164 members 
Mstep: Class 17 contains 9752 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35398 members 
Mstep: Class 20 contains 7199 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16783 members 
Mstep: Class 23 contains 14903 members 
Mstep: Class 24 contains 8694 members 
Mstep: Class 25 contains 1933 members 
Mstep: Class 26 contains 71177 members 
Mstep: Class 27 contains 7687 members 
Mstep: Class 28 contains 4504 members 
Mstep: Class 29 contains 19451 members 
Mstep: Class 30 contains 4303 members 
Mstep: Class 31 contains 7607 members 
Mstep: Class 32 contains 25855 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 27489 members 
Mstep: Class 35 contains 6869 members 
Mstep: Class 36 contains 6753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997712.000000 Penalty: 125895.968750
Iteration 109Q: 37 clusters Score -1.129977e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411801 members 
Mstep: Class 2 contains 51559 members 
Mstep: Class 3 contains 14381 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 26542 members 
Mstep: Class 6 contains 18159 members 
Mstep: Class 7 contains 16348 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 18593 members 
Mstep: Class 10 contains 6110 members 
Mstep: Class 11 contains 101451 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 11396 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 333701 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 9803 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35420 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16781 members 
Mstep: Class 23 contains 14901 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 70939 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 19420 members 
Mstep: Class 30 contains 4304 members 
Mstep: Class 31 contains 7601 members 
Mstep: Class 32 contains 25808 members 
Mstep: Class 33 contains 2590 members 
Mstep: Class 34 contains 27651 members 
Mstep: Class 35 contains 6925 members 
Mstep: Class 36 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997864.000000 Penalty: 125895.968750
Iteration 110Q: 37 clusters Score -1.129979e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411808 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14401 members 
Mstep: Class 4 contains 6614 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 18152 members 
Mstep: Class 7 contains 16339 members 
Mstep: Class 8 contains 9732 members 
Mstep: Class 9 contains 18589 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 101426 members 
Mstep: Class 12 contains 5137 members 
Mstep: Class 13 contains 11368 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 333729 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 9863 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35434 members 
Mstep: Class 20 contains 7210 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 16772 members 
Mstep: Class 23 contains 14898 members 
Mstep: Class 24 contains 8657 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 70697 members 
Mstep: Class 27 contains 7699 members 
Mstep: Class 28 contains 4605 members 
Mstep: Class 29 contains 19388 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 7603 members 
Mstep: Class 32 contains 25773 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 27773 members 
Mstep: Class 35 contains 6978 members 
Mstep: Class 36 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997728.000000 Penalty: 125895.968750
Iteration 111Q: 37 clusters Score -1.129977e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411802 members 
Mstep: Class 2 contains 51559 members 
Mstep: Class 3 contains 14419 members 
Mstep: Class 4 contains 6613 members 
Mstep: Class 5 contains 26517 members 
Mstep: Class 6 contains 18152 members 
Mstep: Class 7 contains 16341 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 101419 members 
Mstep: Class 12 contains 5147 members 
Mstep: Class 13 contains 11340 members 
Mstep: Class 14 contains 3765 members 
Mstep: Class 15 contains 333715 members 
Mstep: Class 16 contains 12166 members 
Mstep: Class 17 contains 9917 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35453 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 16771 members 
Mstep: Class 23 contains 14892 members 
Mstep: Class 24 contains 8639 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 70448 members 
Mstep: Class 27 contains 7701 members 
Mstep: Class 28 contains 4658 members 
Mstep: Class 29 contains 19344 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 7604 members 
Mstep: Class 32 contains 25743 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 27936 members 
Mstep: Class 35 contains 7028 members 
Mstep: Class 36 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997592.000000 Penalty: 125895.968750
Iteration 112Q: 37 clusters Score -1.129976e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411806 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14444 members 
Mstep: Class 4 contains 6615 members 
Mstep: Class 5 contains 26518 members 
Mstep: Class 6 contains 18151 members 
Mstep: Class 7 contains 16334 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 18584 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 101411 members 
Mstep: Class 12 contains 5154 members 
Mstep: Class 13 contains 11311 members 
Mstep: Class 14 contains 3767 members 
Mstep: Class 15 contains 333703 members 
Mstep: Class 16 contains 12169 members 
Mstep: Class 17 contains 9969 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35473 members 
Mstep: Class 20 contains 7210 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 16763 members 
Mstep: Class 23 contains 14881 members 
Mstep: Class 24 contains 8625 members 
Mstep: Class 25 contains 1917 members 
Mstep: Class 26 contains 70188 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 4697 members 
Mstep: Class 29 contains 19297 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 7604 members 
Mstep: Class 32 contains 25711 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 28130 members 
Mstep: Class 35 contains 7082 members 
Mstep: Class 36 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997840.000000 Penalty: 125895.968750
Iteration 113Q: 37 clusters Score -1.129978e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411806 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14458 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 26514 members 
Mstep: Class 6 contains 18148 members 
Mstep: Class 7 contains 16326 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18578 members 
Mstep: Class 10 contains 6121 members 
Mstep: Class 11 contains 101405 members 
Mstep: Class 12 contains 5160 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 333683 members 
Mstep: Class 16 contains 12172 members 
Mstep: Class 17 contains 10024 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35480 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 16755 members 
Mstep: Class 23 contains 14874 members 
Mstep: Class 24 contains 8627 members 
Mstep: Class 25 contains 1915 members 
Mstep: Class 26 contains 69901 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 19265 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 7608 members 
Mstep: Class 32 contains 25669 members 
Mstep: Class 33 contains 2591 members 
Mstep: Class 34 contains 28360 members 
Mstep: Class 35 contains 7129 members 
Mstep: Class 36 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997880.000000 Penalty: 125895.968750
Iteration 114Q: 37 clusters Score -1.129979e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411808 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14471 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 26507 members 
Mstep: Class 6 contains 18144 members 
Mstep: Class 7 contains 16317 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 18579 members 
Mstep: Class 10 contains 6131 members 
Mstep: Class 11 contains 101412 members 
Mstep: Class 12 contains 5171 members 
Mstep: Class 13 contains 11267 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 333692 members 
Mstep: Class 16 contains 12178 members 
Mstep: Class 17 contains 10069 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35490 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 16749 members 
Mstep: Class 23 contains 14874 members 
Mstep: Class 24 contains 8619 members 
Mstep: Class 25 contains 1912 members 
Mstep: Class 26 contains 69556 members 
Mstep: Class 27 contains 7697 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 19227 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 7608 members 
Mstep: Class 32 contains 25636 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 28594 members 
Mstep: Class 35 contains 7178 members 
Mstep: Class 36 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998320.000000 Penalty: 125895.968750
Iteration 115Q: 37 clusters Score -1.129983e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411812 members 
Mstep: Class 2 contains 51557 members 
Mstep: Class 3 contains 14468 members 
Mstep: Class 4 contains 6618 members 
Mstep: Class 5 contains 26498 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 16307 members 
Mstep: Class 8 contains 9901 members 
Mstep: Class 9 contains 18579 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 101444 members 
Mstep: Class 12 contains 5178 members 
Mstep: Class 13 contains 11243 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 333709 members 
Mstep: Class 16 contains 12182 members 
Mstep: Class 17 contains 10127 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35504 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16743 members 
Mstep: Class 23 contains 14878 members 
Mstep: Class 24 contains 8614 members 
Mstep: Class 25 contains 1912 members 
Mstep: Class 26 contains 69237 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 4819 members 
Mstep: Class 29 contains 19179 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 7606 members 
Mstep: Class 32 contains 25601 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 28784 members 
Mstep: Class 35 contains 7231 members 
Mstep: Class 36 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998456.000000 Penalty: 125895.968750
Iteration 116Q: 37 clusters Score -1.129985e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411816 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14474 members 
Mstep: Class 4 contains 6620 members 
Mstep: Class 5 contains 26489 members 
Mstep: Class 6 contains 18148 members 
Mstep: Class 7 contains 16299 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101452 members 
Mstep: Class 12 contains 5187 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333712 members 
Mstep: Class 16 contains 12183 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35521 members 
Mstep: Class 20 contains 7238 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16741 members 
Mstep: Class 23 contains 14879 members 
Mstep: Class 24 contains 8603 members 
Mstep: Class 25 contains 1909 members 
Mstep: Class 26 contains 68898 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 4877 members 
Mstep: Class 29 contains 19143 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 7609 members 
Mstep: Class 32 contains 25568 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 28991 members 
Mstep: Class 35 contains 7278 members 
Mstep: Class 36 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998624.000000 Penalty: 125895.968750
Iteration 117Q: 37 clusters Score -1.129986e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411819 members 
Mstep: Class 2 contains 51559 members 
Mstep: Class 3 contains 14486 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26486 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 16292 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 18575 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 101458 members 
Mstep: Class 12 contains 5189 members 
Mstep: Class 13 contains 11203 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333748 members 
Mstep: Class 16 contains 12186 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35544 members 
Mstep: Class 20 contains 7245 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 14883 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 1906 members 
Mstep: Class 26 contains 68557 members 
Mstep: Class 27 contains 7691 members 
Mstep: Class 28 contains 4937 members 
Mstep: Class 29 contains 19109 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 7609 members 
Mstep: Class 32 contains 25537 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29173 members 
Mstep: Class 35 contains 7324 members 
Mstep: Class 36 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998416.000000 Penalty: 125895.968750
Iteration 118Q: 37 clusters Score -1.129984e+08 nChanged 1144
Entering ConstructFrom: 
Score: -112998416.000000 Penalty: 125895.968750
Entering ConstructFrom: 
Trying to split cluster 1 (411817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411817 members 
Entering Unmasked Estep 
Score: -36390676.000000 Penalty: 3206.226807
	Iteration 0F: 2 clusters Score -3.639068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205730 members 
Mstep: Class 2 contains 206087 members 
Entering Unmasked Estep 
Score: -36112448.000000 Penalty: 6412.453613
	Iteration 0F: 3 clusters Score -3.611245e+07 nChanged 200715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199527 members 
Mstep: Class 2 contains 212290 members 
Entering Unmasked Estep 
Score: -36231968.000000 Penalty: 6412.453613
	Iteration 1F: 3 clusters Score -3.623197e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195710 members 
Mstep: Class 2 contains 216107 members 
Entering Unmasked Estep 
Score: -36233424.000000 Penalty: 6412.453613
	Iteration 2Q: 3 clusters Score -3.623342e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189813 members 
Mstep: Class 2 contains 222004 members 
Entering Unmasked Estep 
Score: -36235376.000000 Penalty: 6412.453613
	Iteration 3Q: 3 clusters Score -3.623538e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180634 members 
Mstep: Class 2 contains 231183 members 
Entering Unmasked Estep 
Score: -36238328.000000 Penalty: 6412.453613
	Iteration 4Q: 3 clusters Score -3.623833e+07 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 245322 members 
Entering Unmasked Estep 
Score: -36244180.000000 Penalty: 6412.453613
	Iteration 5Q: 3 clusters Score -3.624418e+07 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 266558 members 
Entering Unmasked Estep 
Score: -36255480.000000 Penalty: 6412.453613
	Iteration 6F: 3 clusters Score -3.625548e+07 nChanged 30313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115150 members 
Mstep: Class 2 contains 296667 members 
Entering Unmasked Estep 
Score: -36277140.000000 Penalty: 6412.453613
	Iteration 7F: 3 clusters Score -3.627714e+07 nChanged 37660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 334309 members 
Entering Unmasked Estep 
Score: -36309912.000000 Penalty: 6412.453613
	Iteration 8F: 3 clusters Score -3.630991e+07 nChanged 37553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 371862 members 
Entering Unmasked Estep 
Score: -36347628.000000 Penalty: 6412.453613
	Iteration 9F: 3 clusters Score -3.634763e+07 nChanged 25572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 397434 members 
Entering Unmasked Estep 
Score: -36374172.000000 Penalty: 6412.453613
	Iteration 10F: 3 clusters Score -3.637417e+07 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 408068 members 
Entering Unmasked Estep 
Score: -36384232.000000 Penalty: 6412.453613
	Iteration 11Q: 3 clusters Score -3.638423e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 410890 members 
Entering Unmasked Estep 
Score: -36386832.000000 Penalty: 6412.453613
	Iteration 12Q: 3 clusters Score -3.638683e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 411476 members 
Entering Unmasked Estep 
Score: -36387448.000000 Penalty: 6412.453613
	Iteration 13Q: 3 clusters Score -3.638745e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 411582 members 
Entering Unmasked Estep 
Score: -36387616.000000 Penalty: 6412.453613
	Iteration 14Q: 3 clusters Score -3.638762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 411605 members 
Entering Unmasked Estep 
Score: -36387736.000000 Penalty: 6412.453613
	Iteration 15Q: 3 clusters Score -3.638774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 411620 members 
Entering Unmasked Estep 
Score: -36387788.000000 Penalty: 6412.453613
	Iteration 16Q: 3 clusters Score -3.638779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 411625 members 
Entering Unmasked Estep 
Score: -36387780.000000 Penalty: 6412.453613
	Iteration 17Q: 3 clusters Score -3.638778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 411625 members 
Entering Unmasked Estep 
Score: -36387816.000000 Penalty: 6412.453613
	Iteration 18Q: 3 clusters Score -3.638782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 411624 members 
Entering Unmasked Estep 
Score: -36387792.000000 Penalty: 6412.453613
	Iteration 19Q: 3 clusters Score -3.638779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 411624 members 
Entering Unmasked Estep 
Score: -36387816.000000 Penalty: 6412.453613
	Iteration 20F: 3 clusters Score -3.638782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 411626 members 
Entering Unmasked Estep 
Score: -36387792.000000 Penalty: 6412.453613
	Iteration 21Q: 3 clusters Score -3.638779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 411626 members 
Entering Unmasked Estep 
Score: -36387788.000000 Penalty: 6412.453613
	Iteration 22Q: 3 clusters Score -3.638779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 411627 members 
Entering Unmasked Estep 
Score: -36387788.000000 Penalty: 6412.453613
	Iteration 23Q: 3 clusters Score -3.638779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 411627 members 
Entering Unmasked Estep 
Score: -36387784.000000 Penalty: 6412.453613
	Iteration 24Q: 3 clusters Score -3.638778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 411628 members 
Entering Unmasked Estep 
Score: -36387788.000000 Penalty: 6412.453613
	Iteration 25Q: 3 clusters Score -3.638779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 411628 members 
Entering Unmasked Estep 
Score: -36387788.000000 Penalty: 6412.453613
	Iteration 26F: 3 clusters Score -3.638779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Entering Unmasked Estep 
Score: -4612776.000000 Penalty: 2690.938721
	Iteration 0F: 2 clusters Score -4612776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4578064.500000 Penalty: 5381.877441
	Iteration 0F: 3 clusters Score -4578064 nChanged 23835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -4591436.500000 Penalty: 5381.877441
	Iteration 1F: 3 clusters Score -4591436 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4592285.500000 Penalty: 5381.877441
	Iteration 2Q: 3 clusters Score -4592286 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4593386.000000 Penalty: 5381.877441
	Iteration 3Q: 3 clusters Score -4593386 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4595190.000000 Penalty: 5381.877441
	Iteration 4F: 3 clusters Score -4595190 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4597806.000000 Penalty: 5381.877441
	Iteration 5F: 3 clusters Score -4597806 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4601190.500000 Penalty: 5381.877441
	Iteration 6F: 3 clusters Score -4601190 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -4604257.000000 Penalty: 5381.877441
	Iteration 7F: 3 clusters Score -4604257 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -4606705.500000 Penalty: 5381.877441
	Iteration 8F: 3 clusters Score -4606706 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -4608300.000000 Penalty: 5381.877441
	Iteration 9Q: 3 clusters Score -4608300 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -4609228.500000 Penalty: 5381.877441
	Iteration 10Q: 3 clusters Score -4609228 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -4609772.000000 Penalty: 5381.877441
	Iteration 11Q: 3 clusters Score -4609772 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -4610064.500000 Penalty: 5381.877441
	Iteration 12Q: 3 clusters Score -4610064 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -4610217.000000 Penalty: 5381.877441
	Iteration 13Q: 3 clusters Score -4610217 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -4610309.500000 Penalty: 5381.877441
	Iteration 14Q: 3 clusters Score -4610310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -4610364.500000 Penalty: 5381.877441
	Iteration 15Q: 3 clusters Score -4610364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -4610399.000000 Penalty: 5381.877441
	Iteration 16Q: 3 clusters Score -4610399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -4610424.000000 Penalty: 5381.877441
	Iteration 17Q: 3 clusters Score -4610424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -4610442.000000 Penalty: 5381.877441
	Iteration 18Q: 3 clusters Score -4610442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -4610452.000000 Penalty: 5381.877441
	Iteration 19Q: 3 clusters Score -4610452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -4610454.500000 Penalty: 5381.877441
	Iteration 20F: 3 clusters Score -4610454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -4610461.000000 Penalty: 5381.877441
	Iteration 21Q: 3 clusters Score -4610461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -4610456.500000 Penalty: 5381.877441
	Iteration 22Q: 3 clusters Score -4610456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -4610456.500000 Penalty: 5381.877441
	Iteration 23F: 3 clusters Score -4610456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Entering Unmasked Estep 
Score: -1185401.250000 Penalty: 2376.158203
	Iteration 0F: 2 clusters Score -1185401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1174862.000000 Penalty: 4752.316406
	Iteration 0F: 3 clusters Score -1174862 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1178300.125000 Penalty: 4752.316406
	Iteration 1F: 3 clusters Score -1178300 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1179025.625000 Penalty: 4752.316406
	Iteration 2F: 3 clusters Score -1179026 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1179926.875000 Penalty: 4752.316406
	Iteration 3F: 3 clusters Score -1179927 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1181069.375000 Penalty: 4752.316406
	Iteration 4F: 3 clusters Score -1181069 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1182246.000000 Penalty: 4752.316406
	Iteration 5F: 3 clusters Score -1182246 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1183194.750000 Penalty: 4752.316406
	Iteration 6F: 3 clusters Score -1183195 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1183854.875000 Penalty: 4752.316406
	Iteration 7F: 3 clusters Score -1183855 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1184241.875000 Penalty: 4752.316406
	Iteration 8Q: 3 clusters Score -1184242 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1184493.500000 Penalty: 4752.316406
	Iteration 9Q: 3 clusters Score -1184494 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1184684.000000 Penalty: 4752.316406
	Iteration 10Q: 3 clusters Score -1184684 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1184845.375000 Penalty: 4752.316406
	Iteration 11Q: 3 clusters Score -1184845 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1184990.000000 Penalty: 4752.316406
	Iteration 12Q: 3 clusters Score -1184990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1185080.750000 Penalty: 4752.316406
	Iteration 13Q: 3 clusters Score -1185081 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1185146.625000 Penalty: 4752.316406
	Iteration 14Q: 3 clusters Score -1185147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1185189.375000 Penalty: 4752.316406
	Iteration 15Q: 3 clusters Score -1185189 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1185222.125000 Penalty: 4752.316406
	Iteration 16Q: 3 clusters Score -1185222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1185246.125000 Penalty: 4752.316406
	Iteration 17Q: 3 clusters Score -1185246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1185261.375000 Penalty: 4752.316406
	Iteration 18Q: 3 clusters Score -1185261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1185276.250000 Penalty: 4752.316406
	Iteration 19Q: 3 clusters Score -1185276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1185287.125000 Penalty: 4752.316406
	Iteration 20F: 3 clusters Score -1185287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1185297.000000 Penalty: 4752.316406
	Iteration 21Q: 3 clusters Score -1185297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1185301.250000 Penalty: 4752.316406
	Iteration 22Q: 3 clusters Score -1185301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1185301.125000 Penalty: 4752.316406
	Iteration 23Q: 3 clusters Score -1185301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1185304.500000 Penalty: 4752.316406
	Iteration 24Q: 3 clusters Score -1185304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1185304.625000 Penalty: 4752.316406
	Iteration 25Q: 3 clusters Score -1185305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1185312.375000 Penalty: 4752.316406
	Iteration 26Q: 3 clusters Score -1185312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1185316.875000 Penalty: 4752.316406
	Iteration 27Q: 3 clusters Score -1185317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1185316.375000 Penalty: 4752.316406
	Iteration 28Q: 3 clusters Score -1185316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1185318.125000 Penalty: 4752.316406
	Iteration 29Q: 3 clusters Score -1185318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1185319.250000 Penalty: 4752.316406
	Iteration 30Q: 3 clusters Score -1185319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1185324.125000 Penalty: 4752.316406
	Iteration 31Q: 3 clusters Score -1185324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1185323.125000 Penalty: 4752.316406
	Iteration 32Q: 3 clusters Score -1185323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1185323.750000 Penalty: 4752.316406
	Iteration 33Q: 3 clusters Score -1185324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1185321.375000 Penalty: 4752.316406
	Iteration 34Q: 3 clusters Score -1185321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1185325.250000 Penalty: 4752.316406
	Iteration 35Q: 3 clusters Score -1185325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1185325.000000 Penalty: 4752.316406
	Iteration 36Q: 3 clusters Score -1185325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1185324.625000 Penalty: 4752.316406
	Iteration 37Q: 3 clusters Score -1185325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1185325.875000 Penalty: 4752.316406
	Iteration 38Q: 3 clusters Score -1185326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1185324.375000 Penalty: 4752.316406
	Iteration 39Q: 3 clusters Score -1185324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1185327.875000 Penalty: 4752.316406
	Iteration 40F: 3 clusters Score -1185328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1185328.000000 Penalty: 4752.316406
	Iteration 41Q: 3 clusters Score -1185328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1185327.500000 Penalty: 4752.316406
	Iteration 42Q: 3 clusters Score -1185328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1185328.500000 Penalty: 4752.316406
	Iteration 43Q: 3 clusters Score -1185328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1185330.375000 Penalty: 4752.316406
	Iteration 44Q: 3 clusters Score -1185330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1185330.375000 Penalty: 4752.316406
	Iteration 45F: 3 clusters Score -1185330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -557056.437500 Penalty: 2181.904297
	Iteration 0F: 2 clusters Score -557056.4 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 3368 members 
Entering Unmasked Estep 
Score: -551462.687500 Penalty: 4363.808594
	Iteration 0F: 3 clusters Score -551462.7 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -552908.750000 Penalty: 4363.808594
	Iteration 1F: 3 clusters Score -552908.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -553159.750000 Penalty: 4363.808594
	Iteration 2F: 3 clusters Score -553159.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -553334.937500 Penalty: 4363.808594
	Iteration 3F: 3 clusters Score -553334.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -553458.375000 Penalty: 4363.808594
	Iteration 4Q: 3 clusters Score -553458.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -553569.250000 Penalty: 4363.808594
	Iteration 5Q: 3 clusters Score -553569.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -553658.875000 Penalty: 4363.808594
	Iteration 6Q: 3 clusters Score -553658.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -553750.625000 Penalty: 4363.808594
	Iteration 7Q: 3 clusters Score -553750.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -553838.500000 Penalty: 4363.808594
	Iteration 8Q: 3 clusters Score -553838.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -553932.375000 Penalty: 4363.808594
	Iteration 9Q: 3 clusters Score -553932.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -554037.125000 Penalty: 4363.808594
	Iteration 10Q: 3 clusters Score -554037.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -554127.875000 Penalty: 4363.808594
	Iteration 11Q: 3 clusters Score -554127.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -554220.750000 Penalty: 4363.808594
	Iteration 12Q: 3 clusters Score -554220.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -554317.250000 Penalty: 4363.808594
	Iteration 13Q: 3 clusters Score -554317.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -554403.687500 Penalty: 4363.808594
	Iteration 14Q: 3 clusters Score -554403.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -554485.500000 Penalty: 4363.808594
	Iteration 15Q: 3 clusters Score -554485.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -554568.812500 Penalty: 4363.808594
	Iteration 16Q: 3 clusters Score -554568.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -554682.125000 Penalty: 4363.808594
	Iteration 17Q: 3 clusters Score -554682.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -554797.500000 Penalty: 4363.808594
	Iteration 18Q: 3 clusters Score -554797.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -554889.125000 Penalty: 4363.808594
	Iteration 19Q: 3 clusters Score -554889.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -554951.312500 Penalty: 4363.808594
	Iteration 20F: 3 clusters Score -554951.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -554995.562500 Penalty: 4363.808594
	Iteration 21Q: 3 clusters Score -554995.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -555025.687500 Penalty: 4363.808594
	Iteration 22Q: 3 clusters Score -555025.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -555055.562500 Penalty: 4363.808594
	Iteration 23Q: 3 clusters Score -555055.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -555072.937500 Penalty: 4363.808594
	Iteration 24Q: 3 clusters Score -555072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -555084.937500 Penalty: 4363.808594
	Iteration 25Q: 3 clusters Score -555084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -555093.187500 Penalty: 4363.808594
	Iteration 26Q: 3 clusters Score -555093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -555095.812500 Penalty: 4363.808594
	Iteration 27Q: 3 clusters Score -555095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -555097.437500 Penalty: 4363.808594
	Iteration 28Q: 3 clusters Score -555097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -555102.062500 Penalty: 4363.808594
	Iteration 29Q: 3 clusters Score -555102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -555104.937500 Penalty: 4363.808594
	Iteration 30Q: 3 clusters Score -555104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -555107.000000 Penalty: 4363.808594
	Iteration 31Q: 3 clusters Score -555107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -555110.312500 Penalty: 4363.808594
	Iteration 32Q: 3 clusters Score -555110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -555114.812500 Penalty: 4363.808594
	Iteration 33Q: 3 clusters Score -555114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -555116.875000 Penalty: 4363.808594
	Iteration 34Q: 3 clusters Score -555116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -555116.875000 Penalty: 4363.808594
	Iteration 35F: 3 clusters Score -555116.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Entering Unmasked Estep 
Score: -2282305.000000 Penalty: 2525.677490
	Iteration 0F: 2 clusters Score -2282305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2263941.750000 Penalty: 5051.354980
	Iteration 0F: 3 clusters Score -2263942 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2270631.250000 Penalty: 5051.354980
	Iteration 1F: 3 clusters Score -2270631 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2271193.250000 Penalty: 5051.354980
	Iteration 2F: 3 clusters Score -2271193 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2271813.750000 Penalty: 5051.354980
	Iteration 3F: 3 clusters Score -2271814 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2272644.250000 Penalty: 5051.354980
	Iteration 4F: 3 clusters Score -2272644 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2273783.250000 Penalty: 5051.354980
	Iteration 5F: 3 clusters Score -2273783 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2275322.250000 Penalty: 5051.354980
	Iteration 6F: 3 clusters Score -2275322 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2276966.500000 Penalty: 5051.354980
	Iteration 7F: 3 clusters Score -2276966 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2278400.250000 Penalty: 5051.354980
	Iteration 8F: 3 clusters Score -2278400 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2279366.750000 Penalty: 5051.354980
	Iteration 9Q: 3 clusters Score -2279367 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2279944.000000 Penalty: 5051.354980
	Iteration 10Q: 3 clusters Score -2279944 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2280291.750000 Penalty: 5051.354980
	Iteration 11Q: 3 clusters Score -2280292 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2280471.750000 Penalty: 5051.354980
	Iteration 12Q: 3 clusters Score -2280472 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2280555.750000 Penalty: 5051.354980
	Iteration 13Q: 3 clusters Score -2280556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2280613.500000 Penalty: 5051.354980
	Iteration 14Q: 3 clusters Score -2280614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2280644.500000 Penalty: 5051.354980
	Iteration 15Q: 3 clusters Score -2280644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2280670.750000 Penalty: 5051.354980
	Iteration 16Q: 3 clusters Score -2280671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2280687.250000 Penalty: 5051.354980
	Iteration 17Q: 3 clusters Score -2280687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2280693.000000 Penalty: 5051.354980
	Iteration 18Q: 3 clusters Score -2280693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2280692.750000 Penalty: 5051.354980
	Iteration 19Q: 3 clusters Score -2280693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2280700.750000 Penalty: 5051.354980
	Iteration 20F: 3 clusters Score -2280701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2280704.750000 Penalty: 5051.354980
	Iteration 21Q: 3 clusters Score -2280705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2280703.750000 Penalty: 5051.354980
	Iteration 22Q: 3 clusters Score -2280704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2280699.000000 Penalty: 5051.354980
	Iteration 23Q: 3 clusters Score -2280699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2280700.500000 Penalty: 5051.354980
	Iteration 24Q: 3 clusters Score -2280700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2280700.500000 Penalty: 5051.354980
	Iteration 25F: 3 clusters Score -2280700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Entering Unmasked Estep 
Score: -1571309.375000 Penalty: 2431.925293
	Iteration 0F: 2 clusters Score -1571309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1558364.000000 Penalty: 4863.850586
	Iteration 0F: 3 clusters Score -1558364 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1562502.000000 Penalty: 4863.850586
	Iteration 1F: 3 clusters Score -1562502 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1562856.250000 Penalty: 4863.850586
	Iteration 2F: 3 clusters Score -1562856 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1563199.125000 Penalty: 4863.850586
	Iteration 3Q: 3 clusters Score -1563199 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1563499.125000 Penalty: 4863.850586
	Iteration 4Q: 3 clusters Score -1563499 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1563801.625000 Penalty: 4863.850586
	Iteration 5Q: 3 clusters Score -1563802 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1564132.125000 Penalty: 4863.850586
	Iteration 6Q: 3 clusters Score -1564132 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1564488.000000 Penalty: 4863.850586
	Iteration 7Q: 3 clusters Score -1564488 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1564792.125000 Penalty: 4863.850586
	Iteration 8Q: 3 clusters Score -1564792 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1565079.000000 Penalty: 4863.850586
	Iteration 9Q: 3 clusters Score -1565079 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1565318.250000 Penalty: 4863.850586
	Iteration 10Q: 3 clusters Score -1565318 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1565560.750000 Penalty: 4863.850586
	Iteration 11Q: 3 clusters Score -1565561 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1565827.250000 Penalty: 4863.850586
	Iteration 12Q: 3 clusters Score -1565827 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1566130.000000 Penalty: 4863.850586
	Iteration 13Q: 3 clusters Score -1566130 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1566552.500000 Penalty: 4863.850586
	Iteration 14Q: 3 clusters Score -1566552 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1567115.875000 Penalty: 4863.850586
	Iteration 15Q: 3 clusters Score -1567116 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1567727.250000 Penalty: 4863.850586
	Iteration 16Q: 3 clusters Score -1567727 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1568283.500000 Penalty: 4863.850586
	Iteration 17Q: 3 clusters Score -1568284 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1568715.875000 Penalty: 4863.850586
	Iteration 18Q: 3 clusters Score -1568716 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1568983.875000 Penalty: 4863.850586
	Iteration 19Q: 3 clusters Score -1568984 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1569185.625000 Penalty: 4863.850586
	Iteration 20F: 3 clusters Score -1569186 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1569302.375000 Penalty: 4863.850586
	Iteration 21Q: 3 clusters Score -1569302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1569383.625000 Penalty: 4863.850586
	Iteration 22Q: 3 clusters Score -1569384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1569457.875000 Penalty: 4863.850586
	Iteration 23Q: 3 clusters Score -1569458 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1569521.875000 Penalty: 4863.850586
	Iteration 24Q: 3 clusters Score -1569522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1569571.375000 Penalty: 4863.850586
	Iteration 25Q: 3 clusters Score -1569571 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1569620.125000 Penalty: 4863.850586
	Iteration 26Q: 3 clusters Score -1569620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1569663.875000 Penalty: 4863.850586
	Iteration 27Q: 3 clusters Score -1569664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1569699.000000 Penalty: 4863.850586
	Iteration 28Q: 3 clusters Score -1569699 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1569732.875000 Penalty: 4863.850586
	Iteration 29Q: 3 clusters Score -1569733 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1569764.250000 Penalty: 4863.850586
	Iteration 30Q: 3 clusters Score -1569764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1569798.625000 Penalty: 4863.850586
	Iteration 31Q: 3 clusters Score -1569799 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1569853.000000 Penalty: 4863.850586
	Iteration 32Q: 3 clusters Score -1569853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1569893.750000 Penalty: 4863.850586
	Iteration 33Q: 3 clusters Score -1569894 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1569976.625000 Penalty: 4863.850586
	Iteration 34Q: 3 clusters Score -1569977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1570058.125000 Penalty: 4863.850586
	Iteration 35Q: 3 clusters Score -1570058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1570168.750000 Penalty: 4863.850586
	Iteration 36Q: 3 clusters Score -1570169 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1570308.000000 Penalty: 4863.850586
	Iteration 37Q: 3 clusters Score -1570308 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1570459.125000 Penalty: 4863.850586
	Iteration 38Q: 3 clusters Score -1570459 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1570596.875000 Penalty: 4863.850586
	Iteration 39Q: 3 clusters Score -1570597 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1570722.500000 Penalty: 4863.850586
	Iteration 40F: 3 clusters Score -1570722 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1570824.625000 Penalty: 4863.850586
	Iteration 41Q: 3 clusters Score -1570825 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1570908.375000 Penalty: 4863.850586
	Iteration 42Q: 3 clusters Score -1570908 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1570965.125000 Penalty: 4863.850586
	Iteration 43Q: 3 clusters Score -1570965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1571017.500000 Penalty: 4863.850586
	Iteration 44Q: 3 clusters Score -1571018 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1571070.375000 Penalty: 4863.850586
	Iteration 45Q: 3 clusters Score -1571070 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1571130.000000 Penalty: 4863.850586
	Iteration 46Q: 3 clusters Score -1571130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1571172.875000 Penalty: 4863.850586
	Iteration 47Q: 3 clusters Score -1571173 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1571230.625000 Penalty: 4863.850586
	Iteration 48Q: 3 clusters Score -1571231 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1571284.625000 Penalty: 4863.850586
	Iteration 49Q: 3 clusters Score -1571285 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1571332.875000 Penalty: 4863.850586
	Iteration 50Q: 3 clusters Score -1571333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1571365.125000 Penalty: 4863.850586
	Iteration 51Q: 3 clusters Score -1571365 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1571401.625000 Penalty: 4863.850586
	Iteration 52Q: 3 clusters Score -1571402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1571430.000000 Penalty: 4863.850586
	Iteration 53Q: 3 clusters Score -1571430 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1571452.000000 Penalty: 4863.850586
	Iteration 54Q: 3 clusters Score -1571452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1571469.375000 Penalty: 4863.850586
	Iteration 55Q: 3 clusters Score -1571469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1571483.375000 Penalty: 4863.850586
	Iteration 56Q: 3 clusters Score -1571483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1571497.750000 Penalty: 4863.850586
	Iteration 57Q: 3 clusters Score -1571498 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1571504.375000 Penalty: 4863.850586
	Iteration 58Q: 3 clusters Score -1571504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1571509.500000 Penalty: 4863.850586
	Iteration 59Q: 3 clusters Score -1571510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1571518.250000 Penalty: 4863.850586
	Iteration 60F: 3 clusters Score -1571518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1571521.875000 Penalty: 4863.850586
	Iteration 61Q: 3 clusters Score -1571522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1571525.125000 Penalty: 4863.850586
	Iteration 62Q: 3 clusters Score -1571525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1571534.750000 Penalty: 4863.850586
	Iteration 63Q: 3 clusters Score -1571535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1571537.000000 Penalty: 4863.850586
	Iteration 64Q: 3 clusters Score -1571537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1571543.250000 Penalty: 4863.850586
	Iteration 65Q: 3 clusters Score -1571543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1571540.125000 Penalty: 4863.850586
	Iteration 66Q: 3 clusters Score -1571540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1571538.125000 Penalty: 4863.850586
	Iteration 67Q: 3 clusters Score -1571538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1571538.000000 Penalty: 4863.850586
	Iteration 68Q: 3 clusters Score -1571538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1571544.750000 Penalty: 4863.850586
	Iteration 69Q: 3 clusters Score -1571545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1571543.250000 Penalty: 4863.850586
	Iteration 70Q: 3 clusters Score -1571543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1571544.125000 Penalty: 4863.850586
	Iteration 71Q: 3 clusters Score -1571544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1571542.625000 Penalty: 4863.850586
	Iteration 72Q: 3 clusters Score -1571543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1571543.375000 Penalty: 4863.850586
	Iteration 73Q: 3 clusters Score -1571543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1571543.375000 Penalty: 4863.850586
	Iteration 74F: 3 clusters Score -1571543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26481 members 
Mstep: Class 6 contains 11649 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101501 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 68190 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7610 members 
Mstep: Class 32 contains 25513 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29345 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 6750 members 
Mstep: Class 37 contains 6496 members 
Entering Unmasked Estep 
Score: -112997472.000000 Penalty: 129393.078125
Splitting cluster 6 changes total score from -112998416.000000 to -112997472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Entering Unmasked Estep 
Score: -1310058.375000 Penalty: 2405.195312
	Iteration 0F: 2 clusters Score -1310058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1298471.375000 Penalty: 4810.390625
	Iteration 0F: 3 clusters Score -1298471 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1302471.500000 Penalty: 4810.390625
	Iteration 1F: 3 clusters Score -1302472 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1303222.250000 Penalty: 4810.390625
	Iteration 2F: 3 clusters Score -1303222 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1303997.875000 Penalty: 4810.390625
	Iteration 3F: 3 clusters Score -1303998 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1304719.500000 Penalty: 4810.390625
	Iteration 4F: 3 clusters Score -1304720 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1305407.375000 Penalty: 4810.390625
	Iteration 5F: 3 clusters Score -1305407 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1306057.750000 Penalty: 4810.390625
	Iteration 6F: 3 clusters Score -1306058 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1306735.000000 Penalty: 4810.390625
	Iteration 7F: 3 clusters Score -1306735 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1307251.375000 Penalty: 4810.390625
	Iteration 8Q: 3 clusters Score -1307251 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1307591.750000 Penalty: 4810.390625
	Iteration 9Q: 3 clusters Score -1307592 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1307803.000000 Penalty: 4810.390625
	Iteration 10Q: 3 clusters Score -1307803 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1307940.375000 Penalty: 4810.390625
	Iteration 11Q: 3 clusters Score -1307940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1308027.375000 Penalty: 4810.390625
	Iteration 12Q: 3 clusters Score -1308027 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1308081.250000 Penalty: 4810.390625
	Iteration 13Q: 3 clusters Score -1308081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1308110.125000 Penalty: 4810.390625
	Iteration 14Q: 3 clusters Score -1308110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1308130.875000 Penalty: 4810.390625
	Iteration 15Q: 3 clusters Score -1308131 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1308152.125000 Penalty: 4810.390625
	Iteration 16Q: 3 clusters Score -1308152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1308165.125000 Penalty: 4810.390625
	Iteration 17Q: 3 clusters Score -1308165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1308170.875000 Penalty: 4810.390625
	Iteration 18Q: 3 clusters Score -1308171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1308180.625000 Penalty: 4810.390625
	Iteration 19Q: 3 clusters Score -1308181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1308182.500000 Penalty: 4810.390625
	Iteration 20F: 3 clusters Score -1308182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1308194.000000 Penalty: 4810.390625
	Iteration 21Q: 3 clusters Score -1308194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1308195.500000 Penalty: 4810.390625
	Iteration 22Q: 3 clusters Score -1308196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1308197.375000 Penalty: 4810.390625
	Iteration 23Q: 3 clusters Score -1308197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1308204.250000 Penalty: 4810.390625
	Iteration 24Q: 3 clusters Score -1308204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1308209.125000 Penalty: 4810.390625
	Iteration 25Q: 3 clusters Score -1308209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1308207.875000 Penalty: 4810.390625
	Iteration 26Q: 3 clusters Score -1308208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1308204.500000 Penalty: 4810.390625
	Iteration 27Q: 3 clusters Score -1308204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1308209.000000 Penalty: 4810.390625
	Iteration 28Q: 3 clusters Score -1308209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1308212.750000 Penalty: 4810.390625
	Iteration 29Q: 3 clusters Score -1308213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1308214.750000 Penalty: 4810.390625
	Iteration 30Q: 3 clusters Score -1308215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1308217.625000 Penalty: 4810.390625
	Iteration 31Q: 3 clusters Score -1308218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1308221.875000 Penalty: 4810.390625
	Iteration 32Q: 3 clusters Score -1308222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1308234.375000 Penalty: 4810.390625
	Iteration 33Q: 3 clusters Score -1308234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1308239.000000 Penalty: 4810.390625
	Iteration 34Q: 3 clusters Score -1308239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1308253.500000 Penalty: 4810.390625
	Iteration 35Q: 3 clusters Score -1308254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1308256.000000 Penalty: 4810.390625
	Iteration 36Q: 3 clusters Score -1308256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1308256.750000 Penalty: 4810.390625
	Iteration 37Q: 3 clusters Score -1308257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1308265.750000 Penalty: 4810.390625
	Iteration 38Q: 3 clusters Score -1308266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1308262.250000 Penalty: 4810.390625
	Iteration 39Q: 3 clusters Score -1308262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1308264.750000 Penalty: 4810.390625
	Iteration 40F: 3 clusters Score -1308265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1308267.750000 Penalty: 4810.390625
	Iteration 41Q: 3 clusters Score -1308268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1308268.750000 Penalty: 4810.390625
	Iteration 42Q: 3 clusters Score -1308269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1308277.125000 Penalty: 4810.390625
	Iteration 43Q: 3 clusters Score -1308277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1308276.750000 Penalty: 4810.390625
	Iteration 44Q: 3 clusters Score -1308277 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1308283.250000 Penalty: 4810.390625
	Iteration 45Q: 3 clusters Score -1308283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1308292.750000 Penalty: 4810.390625
	Iteration 46Q: 3 clusters Score -1308293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1308294.000000 Penalty: 4810.390625
	Iteration 47Q: 3 clusters Score -1308294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1308293.000000 Penalty: 4810.390625
	Iteration 48Q: 3 clusters Score -1308293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1308297.500000 Penalty: 4810.390625
	Iteration 49Q: 3 clusters Score -1308298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1308296.250000 Penalty: 4810.390625
	Iteration 50Q: 3 clusters Score -1308296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1308302.500000 Penalty: 4810.390625
	Iteration 51Q: 3 clusters Score -1308302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1308301.500000 Penalty: 4810.390625
	Iteration 52Q: 3 clusters Score -1308302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1308307.750000 Penalty: 4810.390625
	Iteration 53Q: 3 clusters Score -1308308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1308306.625000 Penalty: 4810.390625
	Iteration 54Q: 3 clusters Score -1308307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1308306.625000 Penalty: 4810.390625
	Iteration 55Q: 3 clusters Score -1308307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1308308.500000 Penalty: 4810.390625
	Iteration 56Q: 3 clusters Score -1308308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1308310.875000 Penalty: 4810.390625
	Iteration 57Q: 3 clusters Score -1308311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1308310.125000 Penalty: 4810.390625
	Iteration 58Q: 3 clusters Score -1308310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1308310.500000 Penalty: 4810.390625
	Iteration 59Q: 3 clusters Score -1308310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1308310.375000 Penalty: 4810.390625
	Iteration 60F: 3 clusters Score -1308310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1308311.375000 Penalty: 4810.390625
	Iteration 61Q: 3 clusters Score -1308311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1308312.125000 Penalty: 4810.390625
	Iteration 62Q: 3 clusters Score -1308312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1308312.000000 Penalty: 4810.390625
	Iteration 63Q: 3 clusters Score -1308312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1308312.500000 Penalty: 4810.390625
	Iteration 64Q: 3 clusters Score -1308312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1308314.750000 Penalty: 4810.390625
	Iteration 65Q: 3 clusters Score -1308315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1308313.750000 Penalty: 4810.390625
	Iteration 66Q: 3 clusters Score -1308314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1308314.750000 Penalty: 4810.390625
	Iteration 67Q: 3 clusters Score -1308315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1308315.250000 Penalty: 4810.390625
	Iteration 68Q: 3 clusters Score -1308315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1308311.750000 Penalty: 4810.390625
	Iteration 69Q: 3 clusters Score -1308312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1308312.375000 Penalty: 4810.390625
	Iteration 70Q: 3 clusters Score -1308312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1308318.875000 Penalty: 4810.390625
	Iteration 71Q: 3 clusters Score -1308319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1308322.500000 Penalty: 4810.390625
	Iteration 72Q: 3 clusters Score -1308322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1308319.250000 Penalty: 4810.390625
	Iteration 73Q: 3 clusters Score -1308319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1308319.875000 Penalty: 4810.390625
	Iteration 74Q: 3 clusters Score -1308320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1308319.250000 Penalty: 4810.390625
	Iteration 75Q: 3 clusters Score -1308319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1308319.375000 Penalty: 4810.390625
	Iteration 76Q: 3 clusters Score -1308319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1308319.000000 Penalty: 4810.390625
	Iteration 77Q: 3 clusters Score -1308319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1308319.375000 Penalty: 4810.390625
	Iteration 78Q: 3 clusters Score -1308319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1308318.625000 Penalty: 4810.390625
	Iteration 79Q: 3 clusters Score -1308319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1308320.000000 Penalty: 4810.390625
	Iteration 80F: 3 clusters Score -1308320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1308322.750000 Penalty: 4810.390625
	Iteration 81Q: 3 clusters Score -1308323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1308320.875000 Penalty: 4810.390625
	Iteration 82Q: 3 clusters Score -1308321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1308322.875000 Penalty: 4810.390625
	Iteration 83Q: 3 clusters Score -1308323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1308322.875000 Penalty: 4810.390625
	Iteration 84F: 3 clusters Score -1308323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Entering Unmasked Estep 
Score: -801721.562500 Penalty: 2283.394287
	Iteration 0F: 2 clusters Score -801721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -794102.187500 Penalty: 4566.788574
	Iteration 0F: 3 clusters Score -794102.2 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -796491.250000 Penalty: 4566.788574
	Iteration 1F: 3 clusters Score -796491.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -797003.437500 Penalty: 4566.788574
	Iteration 2F: 3 clusters Score -797003.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -797432.375000 Penalty: 4566.788574
	Iteration 3F: 3 clusters Score -797432.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -797818.375000 Penalty: 4566.788574
	Iteration 4F: 3 clusters Score -797818.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -798136.250000 Penalty: 4566.788574
	Iteration 5F: 3 clusters Score -798136.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -798422.562500 Penalty: 4566.788574
	Iteration 6Q: 3 clusters Score -798422.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -798667.125000 Penalty: 4566.788574
	Iteration 7Q: 3 clusters Score -798667.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -798871.437500 Penalty: 4566.788574
	Iteration 8Q: 3 clusters Score -798871.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -799019.000000 Penalty: 4566.788574
	Iteration 9Q: 3 clusters Score -799019 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -799131.937500 Penalty: 4566.788574
	Iteration 10Q: 3 clusters Score -799131.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -799213.125000 Penalty: 4566.788574
	Iteration 11Q: 3 clusters Score -799213.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -799280.625000 Penalty: 4566.788574
	Iteration 12Q: 3 clusters Score -799280.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -799328.062500 Penalty: 4566.788574
	Iteration 13Q: 3 clusters Score -799328.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -799371.125000 Penalty: 4566.788574
	Iteration 14Q: 3 clusters Score -799371.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -799395.375000 Penalty: 4566.788574
	Iteration 15Q: 3 clusters Score -799395.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -799412.437500 Penalty: 4566.788574
	Iteration 16Q: 3 clusters Score -799412.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -799427.500000 Penalty: 4566.788574
	Iteration 17Q: 3 clusters Score -799427.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -799442.812500 Penalty: 4566.788574
	Iteration 18Q: 3 clusters Score -799442.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -799450.812500 Penalty: 4566.788574
	Iteration 19Q: 3 clusters Score -799450.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -799459.250000 Penalty: 4566.788574
	Iteration 20F: 3 clusters Score -799459.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -799465.812500 Penalty: 4566.788574
	Iteration 21Q: 3 clusters Score -799465.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -799468.937500 Penalty: 4566.788574
	Iteration 22Q: 3 clusters Score -799468.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -799469.937500 Penalty: 4566.788574
	Iteration 23Q: 3 clusters Score -799469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -799473.687500 Penalty: 4566.788574
	Iteration 24Q: 3 clusters Score -799473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -799474.500000 Penalty: 4566.788574
	Iteration 25Q: 3 clusters Score -799474.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -799475.500000 Penalty: 4566.788574
	Iteration 26Q: 3 clusters Score -799475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -799477.562500 Penalty: 4566.788574
	Iteration 27Q: 3 clusters Score -799477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -799475.375000 Penalty: 4566.788574
	Iteration 28Q: 3 clusters Score -799475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -799474.750000 Penalty: 4566.788574
	Iteration 29Q: 3 clusters Score -799474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -799474.750000 Penalty: 4566.788574
	Iteration 30F: 3 clusters Score -799474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Entering Unmasked Estep 
Score: -1612277.625000 Penalty: 2437.693848
	Iteration 0F: 2 clusters Score -1612278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1599108.375000 Penalty: 4875.387695
	Iteration 0F: 3 clusters Score -1599108 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1603490.375000 Penalty: 4875.387695
	Iteration 1F: 3 clusters Score -1603490 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1603862.250000 Penalty: 4875.387695
	Iteration 2F: 3 clusters Score -1603862 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1604195.250000 Penalty: 4875.387695
	Iteration 3Q: 3 clusters Score -1604195 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1604551.125000 Penalty: 4875.387695
	Iteration 4Q: 3 clusters Score -1604551 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1604944.625000 Penalty: 4875.387695
	Iteration 5Q: 3 clusters Score -1604945 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1605403.375000 Penalty: 4875.387695
	Iteration 6Q: 3 clusters Score -1605403 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1605979.875000 Penalty: 4875.387695
	Iteration 7Q: 3 clusters Score -1605980 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1606617.875000 Penalty: 4875.387695
	Iteration 8Q: 3 clusters Score -1606618 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1607363.375000 Penalty: 4875.387695
	Iteration 9Q: 3 clusters Score -1607363 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1608140.875000 Penalty: 4875.387695
	Iteration 10F: 3 clusters Score -1608141 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1608757.375000 Penalty: 4875.387695
	Iteration 11Q: 3 clusters Score -1608757 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1609228.500000 Penalty: 4875.387695
	Iteration 12Q: 3 clusters Score -1609228 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1609538.000000 Penalty: 4875.387695
	Iteration 13Q: 3 clusters Score -1609538 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1609779.125000 Penalty: 4875.387695
	Iteration 14Q: 3 clusters Score -1609779 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1609974.625000 Penalty: 4875.387695
	Iteration 15Q: 3 clusters Score -1609975 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1610162.000000 Penalty: 4875.387695
	Iteration 16Q: 3 clusters Score -1610162 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1610321.625000 Penalty: 4875.387695
	Iteration 17Q: 3 clusters Score -1610322 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1610508.500000 Penalty: 4875.387695
	Iteration 18Q: 3 clusters Score -1610508 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1610658.625000 Penalty: 4875.387695
	Iteration 19Q: 3 clusters Score -1610659 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1610770.875000 Penalty: 4875.387695
	Iteration 20F: 3 clusters Score -1610771 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1610851.625000 Penalty: 4875.387695
	Iteration 21Q: 3 clusters Score -1610852 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1610909.000000 Penalty: 4875.387695
	Iteration 22Q: 3 clusters Score -1610909 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1610957.500000 Penalty: 4875.387695
	Iteration 23Q: 3 clusters Score -1610958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1610990.125000 Penalty: 4875.387695
	Iteration 24Q: 3 clusters Score -1610990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1611021.125000 Penalty: 4875.387695
	Iteration 25Q: 3 clusters Score -1611021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1611037.250000 Penalty: 4875.387695
	Iteration 26Q: 3 clusters Score -1611037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1611050.750000 Penalty: 4875.387695
	Iteration 27Q: 3 clusters Score -1611051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1611067.875000 Penalty: 4875.387695
	Iteration 28Q: 3 clusters Score -1611068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1611080.500000 Penalty: 4875.387695
	Iteration 29Q: 3 clusters Score -1611080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1611086.000000 Penalty: 4875.387695
	Iteration 30Q: 3 clusters Score -1611086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1611088.750000 Penalty: 4875.387695
	Iteration 31Q: 3 clusters Score -1611089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1611102.125000 Penalty: 4875.387695
	Iteration 32Q: 3 clusters Score -1611102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1611106.750000 Penalty: 4875.387695
	Iteration 33Q: 3 clusters Score -1611107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1611114.250000 Penalty: 4875.387695
	Iteration 34Q: 3 clusters Score -1611114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1611120.000000 Penalty: 4875.387695
	Iteration 35Q: 3 clusters Score -1611120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1611128.125000 Penalty: 4875.387695
	Iteration 36Q: 3 clusters Score -1611128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1611139.500000 Penalty: 4875.387695
	Iteration 37Q: 3 clusters Score -1611140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1611140.750000 Penalty: 4875.387695
	Iteration 38Q: 3 clusters Score -1611141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1611148.625000 Penalty: 4875.387695
	Iteration 39Q: 3 clusters Score -1611149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1611155.375000 Penalty: 4875.387695
	Iteration 40F: 3 clusters Score -1611155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1611158.625000 Penalty: 4875.387695
	Iteration 41Q: 3 clusters Score -1611159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1611163.000000 Penalty: 4875.387695
	Iteration 42Q: 3 clusters Score -1611163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1611162.750000 Penalty: 4875.387695
	Iteration 43Q: 3 clusters Score -1611163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1611164.625000 Penalty: 4875.387695
	Iteration 44Q: 3 clusters Score -1611165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1611168.500000 Penalty: 4875.387695
	Iteration 45Q: 3 clusters Score -1611168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1611171.000000 Penalty: 4875.387695
	Iteration 46Q: 3 clusters Score -1611171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1611177.125000 Penalty: 4875.387695
	Iteration 47Q: 3 clusters Score -1611177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1611174.500000 Penalty: 4875.387695
	Iteration 48Q: 3 clusters Score -1611174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1611171.875000 Penalty: 4875.387695
	Iteration 49Q: 3 clusters Score -1611172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1611171.750000 Penalty: 4875.387695
	Iteration 50Q: 3 clusters Score -1611172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1611171.250000 Penalty: 4875.387695
	Iteration 51Q: 3 clusters Score -1611171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1611172.750000 Penalty: 4875.387695
	Iteration 52Q: 3 clusters Score -1611173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1611171.875000 Penalty: 4875.387695
	Iteration 53Q: 3 clusters Score -1611172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1611170.500000 Penalty: 4875.387695
	Iteration 54Q: 3 clusters Score -1611170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1611176.625000 Penalty: 4875.387695
	Iteration 55Q: 3 clusters Score -1611177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1611174.000000 Penalty: 4875.387695
	Iteration 56Q: 3 clusters Score -1611174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1611174.000000 Penalty: 4875.387695
	Iteration 57Q: 3 clusters Score -1611174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1611174.000000 Penalty: 4875.387695
	Iteration 58F: 3 clusters Score -1611174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Entering Unmasked Estep 
Score: -415837.281250 Penalty: 2162.876465
	Iteration 0F: 2 clusters Score -415837.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -410606.343750 Penalty: 4325.752930
	Iteration 0F: 3 clusters Score -410606.3 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -412525.687500 Penalty: 4325.752930
	Iteration 1F: 3 clusters Score -412525.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -413348.843750 Penalty: 4325.752930
	Iteration 2F: 3 clusters Score -413348.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -413973.718750 Penalty: 4325.752930
	Iteration 3F: 3 clusters Score -413973.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -414400.281250 Penalty: 4325.752930
	Iteration 4F: 3 clusters Score -414400.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -414744.187500 Penalty: 4325.752930
	Iteration 5F: 3 clusters Score -414744.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -415079.781250 Penalty: 4325.752930
	Iteration 6Q: 3 clusters Score -415079.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -415345.906250 Penalty: 4325.752930
	Iteration 7Q: 3 clusters Score -415345.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -415470.812500 Penalty: 4325.752930
	Iteration 8Q: 3 clusters Score -415470.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -415548.218750 Penalty: 4325.752930
	Iteration 9Q: 3 clusters Score -415548.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -415596.125000 Penalty: 4325.752930
	Iteration 10Q: 3 clusters Score -415596.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -415630.625000 Penalty: 4325.752930
	Iteration 11Q: 3 clusters Score -415630.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -415659.875000 Penalty: 4325.752930
	Iteration 12Q: 3 clusters Score -415659.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -415685.375000 Penalty: 4325.752930
	Iteration 13Q: 3 clusters Score -415685.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -415701.718750 Penalty: 4325.752930
	Iteration 14Q: 3 clusters Score -415701.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -415720.531250 Penalty: 4325.752930
	Iteration 15Q: 3 clusters Score -415720.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -415741.843750 Penalty: 4325.752930
	Iteration 16Q: 3 clusters Score -415741.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -415765.437500 Penalty: 4325.752930
	Iteration 17Q: 3 clusters Score -415765.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -415791.781250 Penalty: 4325.752930
	Iteration 18Q: 3 clusters Score -415791.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -415807.218750 Penalty: 4325.752930
	Iteration 19Q: 3 clusters Score -415807.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -415821.718750 Penalty: 4325.752930
	Iteration 20F: 3 clusters Score -415821.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -415833.093750 Penalty: 4325.752930
	Iteration 21Q: 3 clusters Score -415833.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -415845.968750 Penalty: 4325.752930
	Iteration 22Q: 3 clusters Score -415846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -415859.625000 Penalty: 4325.752930
	Iteration 23Q: 3 clusters Score -415859.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -415869.625000 Penalty: 4325.752930
	Iteration 24Q: 3 clusters Score -415869.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -415877.406250 Penalty: 4325.752930
	Iteration 25Q: 3 clusters Score -415877.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -415880.750000 Penalty: 4325.752930
	Iteration 26Q: 3 clusters Score -415880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -415881.312500 Penalty: 4325.752930
	Iteration 27Q: 3 clusters Score -415881.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -415883.187500 Penalty: 4325.752930
	Iteration 28Q: 3 clusters Score -415883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -415885.218750 Penalty: 4325.752930
	Iteration 29Q: 3 clusters Score -415885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -415885.718750 Penalty: 4325.752930
	Iteration 30Q: 3 clusters Score -415885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -415885.406250 Penalty: 4325.752930
	Iteration 31Q: 3 clusters Score -415885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -415885.406250 Penalty: 4325.752930
	Iteration 32F: 3 clusters Score -415885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26481 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 101501 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 68190 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7610 members 
Mstep: Class 32 contains 25513 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29345 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 6750 members 
Mstep: Class 37 contains 2811 members 
Entering Unmasked Estep 
Score: -112997240.000000 Penalty: 129393.078125
Splitting cluster 10 changes total score from -112998416.000000 to -112997240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (101501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Entering Unmasked Estep 
Score: -8917340.000000 Penalty: 2858.900391
	Iteration 0F: 2 clusters Score -8917340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -8849264.000000 Penalty: 5717.800781
	Iteration 0F: 3 clusters Score -8849264 nChanged 48075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -8876712.000000 Penalty: 5717.800781
	Iteration 1F: 3 clusters Score -8876712 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -8877637.000000 Penalty: 5717.800781
	Iteration 2Q: 3 clusters Score -8877637 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -8879126.000000 Penalty: 5717.800781
	Iteration 3Q: 3 clusters Score -8879126 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -8881437.000000 Penalty: 5717.800781
	Iteration 4Q: 3 clusters Score -8881437 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -8885478.000000 Penalty: 5717.800781
	Iteration 5F: 3 clusters Score -8885478 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -8891971.000000 Penalty: 5717.800781
	Iteration 6F: 3 clusters Score -8891971 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -8899712.000000 Penalty: 5717.800781
	Iteration 7F: 3 clusters Score -8899712 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -8906974.000000 Penalty: 5717.800781
	Iteration 8F: 3 clusters Score -8906974 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -8911659.000000 Penalty: 5717.800781
	Iteration 9Q: 3 clusters Score -8911659 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -8913591.000000 Penalty: 5717.800781
	Iteration 10Q: 3 clusters Score -8913591 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -8914309.000000 Penalty: 5717.800781
	Iteration 11Q: 3 clusters Score -8914309 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 101118 members 
Entering Unmasked Estep 
Score: -8914547.000000 Penalty: 5717.800781
	Iteration 12Q: 3 clusters Score -8914547 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -8914632.000000 Penalty: 5717.800781
	Iteration 13Q: 3 clusters Score -8914632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -8914708.000000 Penalty: 5717.800781
	Iteration 14Q: 3 clusters Score -8914708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -8914757.000000 Penalty: 5717.800781
	Iteration 15Q: 3 clusters Score -8914757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -8914777.000000 Penalty: 5717.800781
	Iteration 16Q: 3 clusters Score -8914777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -8914776.000000 Penalty: 5717.800781
	Iteration 17Q: 3 clusters Score -8914776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -8914779.000000 Penalty: 5717.800781
	Iteration 18Q: 3 clusters Score -8914779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -8914783.000000 Penalty: 5717.800781
	Iteration 19Q: 3 clusters Score -8914783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -8914783.000000 Penalty: 5717.800781
	Iteration 20F: 3 clusters Score -8914783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -449960.875000 Penalty: 2121.561035
	Iteration 0F: 2 clusters Score -449960.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -445307.968750 Penalty: 4243.122070
	Iteration 0F: 3 clusters Score -445308 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -446436.312500 Penalty: 4243.122070
	Iteration 1F: 3 clusters Score -446436.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -446716.812500 Penalty: 4243.122070
	Iteration 2F: 3 clusters Score -446716.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -446904.531250 Penalty: 4243.122070
	Iteration 3F: 3 clusters Score -446904.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -447034.343750 Penalty: 4243.122070
	Iteration 4Q: 3 clusters Score -447034.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -447137.843750 Penalty: 4243.122070
	Iteration 5Q: 3 clusters Score -447137.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -447219.562500 Penalty: 4243.122070
	Iteration 6Q: 3 clusters Score -447219.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -447299.656250 Penalty: 4243.122070
	Iteration 7Q: 3 clusters Score -447299.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -447384.875000 Penalty: 4243.122070
	Iteration 8Q: 3 clusters Score -447384.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -447469.250000 Penalty: 4243.122070
	Iteration 9Q: 3 clusters Score -447469.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -447547.031250 Penalty: 4243.122070
	Iteration 10Q: 3 clusters Score -447547 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -447614.718750 Penalty: 4243.122070
	Iteration 11Q: 3 clusters Score -447614.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -447682.375000 Penalty: 4243.122070
	Iteration 12Q: 3 clusters Score -447682.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -447756.343750 Penalty: 4243.122070
	Iteration 13Q: 3 clusters Score -447756.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -447834.437500 Penalty: 4243.122070
	Iteration 14Q: 3 clusters Score -447834.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -447915.125000 Penalty: 4243.122070
	Iteration 15Q: 3 clusters Score -447915.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -448007.281250 Penalty: 4243.122070
	Iteration 16Q: 3 clusters Score -448007.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -448080.968750 Penalty: 4243.122070
	Iteration 17Q: 3 clusters Score -448081 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -448150.531250 Penalty: 4243.122070
	Iteration 18Q: 3 clusters Score -448150.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -448218.218750 Penalty: 4243.122070
	Iteration 19Q: 3 clusters Score -448218.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -448287.625000 Penalty: 4243.122070
	Iteration 20F: 3 clusters Score -448287.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -448358.500000 Penalty: 4243.122070
	Iteration 21Q: 3 clusters Score -448358.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -448427.468750 Penalty: 4243.122070
	Iteration 22Q: 3 clusters Score -448427.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -448488.437500 Penalty: 4243.122070
	Iteration 23Q: 3 clusters Score -448488.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -448539.468750 Penalty: 4243.122070
	Iteration 24Q: 3 clusters Score -448539.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -448572.593750 Penalty: 4243.122070
	Iteration 25Q: 3 clusters Score -448572.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -448603.312500 Penalty: 4243.122070
	Iteration 26Q: 3 clusters Score -448603.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -448630.156250 Penalty: 4243.122070
	Iteration 27Q: 3 clusters Score -448630.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -448651.031250 Penalty: 4243.122070
	Iteration 28Q: 3 clusters Score -448651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -448675.750000 Penalty: 4243.122070
	Iteration 29Q: 3 clusters Score -448675.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -448701.343750 Penalty: 4243.122070
	Iteration 30Q: 3 clusters Score -448701.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -448725.656250 Penalty: 4243.122070
	Iteration 31Q: 3 clusters Score -448725.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -448745.687500 Penalty: 4243.122070
	Iteration 32Q: 3 clusters Score -448745.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -448754.437500 Penalty: 4243.122070
	Iteration 33Q: 3 clusters Score -448754.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -448762.593750 Penalty: 4243.122070
	Iteration 34Q: 3 clusters Score -448762.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -448774.062500 Penalty: 4243.122070
	Iteration 35Q: 3 clusters Score -448774.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -448787.468750 Penalty: 4243.122070
	Iteration 36Q: 3 clusters Score -448787.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -448802.031250 Penalty: 4243.122070
	Iteration 37Q: 3 clusters Score -448802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -448807.656250 Penalty: 4243.122070
	Iteration 38Q: 3 clusters Score -448807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -448814.156250 Penalty: 4243.122070
	Iteration 39Q: 3 clusters Score -448814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -448821.062500 Penalty: 4243.122070
	Iteration 40F: 3 clusters Score -448821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -448821.531250 Penalty: 4243.122070
	Iteration 41Q: 3 clusters Score -448821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -448822.281250 Penalty: 4243.122070
	Iteration 42Q: 3 clusters Score -448822.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -448822.281250 Penalty: 4243.122070
	Iteration 43F: 3 clusters Score -448822.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Entering Unmasked Estep 
Score: -888084.375000 Penalty: 2311.871094
	Iteration 0F: 2 clusters Score -888084.4 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 5648 members 
Entering Unmasked Estep 
Score: -879697.562500 Penalty: 4623.742188
	Iteration 0F: 3 clusters Score -879697.6 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -882217.062500 Penalty: 4623.742188
	Iteration 1F: 3 clusters Score -882217.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -882624.062500 Penalty: 4623.742188
	Iteration 2F: 3 clusters Score -882624.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -882923.312500 Penalty: 4623.742188
	Iteration 3F: 3 clusters Score -882923.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -883198.562500 Penalty: 4623.742188
	Iteration 4Q: 3 clusters Score -883198.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -883435.312500 Penalty: 4623.742188
	Iteration 5Q: 3 clusters Score -883435.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -883629.812500 Penalty: 4623.742188
	Iteration 6Q: 3 clusters Score -883629.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -883782.562500 Penalty: 4623.742188
	Iteration 7Q: 3 clusters Score -883782.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -883929.375000 Penalty: 4623.742188
	Iteration 8Q: 3 clusters Score -883929.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -884068.625000 Penalty: 4623.742188
	Iteration 9Q: 3 clusters Score -884068.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -884222.125000 Penalty: 4623.742188
	Iteration 10Q: 3 clusters Score -884222.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -884371.062500 Penalty: 4623.742188
	Iteration 11Q: 3 clusters Score -884371.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -884579.187500 Penalty: 4623.742188
	Iteration 12Q: 3 clusters Score -884579.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -884798.750000 Penalty: 4623.742188
	Iteration 13Q: 3 clusters Score -884798.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -885044.125000 Penalty: 4623.742188
	Iteration 14Q: 3 clusters Score -885044.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -885290.937500 Penalty: 4623.742188
	Iteration 15Q: 3 clusters Score -885290.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -885530.250000 Penalty: 4623.742188
	Iteration 16Q: 3 clusters Score -885530.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -885771.500000 Penalty: 4623.742188
	Iteration 17Q: 3 clusters Score -885771.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -886053.437500 Penalty: 4623.742188
	Iteration 18Q: 3 clusters Score -886053.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -886370.437500 Penalty: 4623.742188
	Iteration 19Q: 3 clusters Score -886370.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -886588.937500 Penalty: 4623.742188
	Iteration 20F: 3 clusters Score -886588.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -886718.312500 Penalty: 4623.742188
	Iteration 21Q: 3 clusters Score -886718.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -886809.125000 Penalty: 4623.742188
	Iteration 22Q: 3 clusters Score -886809.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -886873.812500 Penalty: 4623.742188
	Iteration 23Q: 3 clusters Score -886873.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -886903.875000 Penalty: 4623.742188
	Iteration 24Q: 3 clusters Score -886903.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -886922.125000 Penalty: 4623.742188
	Iteration 25Q: 3 clusters Score -886922.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -886936.687500 Penalty: 4623.742188
	Iteration 26Q: 3 clusters Score -886936.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -886946.625000 Penalty: 4623.742188
	Iteration 27Q: 3 clusters Score -886946.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -886950.625000 Penalty: 4623.742188
	Iteration 28Q: 3 clusters Score -886950.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -886956.250000 Penalty: 4623.742188
	Iteration 29Q: 3 clusters Score -886956.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -886958.250000 Penalty: 4623.742188
	Iteration 30Q: 3 clusters Score -886958.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -886958.750000 Penalty: 4623.742188
	Iteration 31Q: 3 clusters Score -886958.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -886965.687500 Penalty: 4623.742188
	Iteration 32Q: 3 clusters Score -886965.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -886966.000000 Penalty: 4623.742188
	Iteration 33Q: 3 clusters Score -886966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -886966.000000 Penalty: 4623.742188
	Iteration 34Q: 3 clusters Score -886966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -886970.187500 Penalty: 4623.742188
	Iteration 35Q: 3 clusters Score -886970.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -886969.687500 Penalty: 4623.742188
	Iteration 36Q: 3 clusters Score -886969.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -886970.062500 Penalty: 4623.742188
	Iteration 37Q: 3 clusters Score -886970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -886970.125000 Penalty: 4623.742188
	Iteration 38Q: 3 clusters Score -886970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -886974.875000 Penalty: 4623.742188
	Iteration 39Q: 3 clusters Score -886974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -886977.000000 Penalty: 4623.742188
	Iteration 40F: 3 clusters Score -886977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -886976.375000 Penalty: 4623.742188
	Iteration 41Q: 3 clusters Score -886976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -886976.437500 Penalty: 4623.742188
	Iteration 42Q: 3 clusters Score -886976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -886977.437500 Penalty: 4623.742188
	Iteration 43Q: 3 clusters Score -886977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -886980.000000 Penalty: 4623.742188
	Iteration 44Q: 3 clusters Score -886980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -886979.000000 Penalty: 4623.742188
	Iteration 45Q: 3 clusters Score -886979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -886979.750000 Penalty: 4623.742188
	Iteration 46Q: 3 clusters Score -886979.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -886980.375000 Penalty: 4623.742188
	Iteration 47Q: 3 clusters Score -886980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -886981.750000 Penalty: 4623.742188
	Iteration 48Q: 3 clusters Score -886981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -886983.187500 Penalty: 4623.742188
	Iteration 49Q: 3 clusters Score -886983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -886985.812500 Penalty: 4623.742188
	Iteration 50Q: 3 clusters Score -886985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -886988.687500 Penalty: 4623.742188
	Iteration 51Q: 3 clusters Score -886988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -886989.062500 Penalty: 4623.742188
	Iteration 52Q: 3 clusters Score -886989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -886990.125000 Penalty: 4623.742188
	Iteration 53Q: 3 clusters Score -886990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -886991.000000 Penalty: 4623.742188
	Iteration 54Q: 3 clusters Score -886991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -886991.562500 Penalty: 4623.742188
	Iteration 55Q: 3 clusters Score -886991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -886990.687500 Penalty: 4623.742188
	Iteration 56Q: 3 clusters Score -886990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -886990.687500 Penalty: 4623.742188
	Iteration 57F: 3 clusters Score -886990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Entering Unmasked Estep 
Score: -309812.406250 Penalty: 2042.369507
	Iteration 0F: 2 clusters Score -309812.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -306075.531250 Penalty: 4084.739014
	Iteration 0F: 3 clusters Score -306075.5 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -306872.375000 Penalty: 4084.739014
	Iteration 1F: 3 clusters Score -306872.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -307079.937500 Penalty: 4084.739014
	Iteration 2F: 3 clusters Score -307079.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -307248.687500 Penalty: 4084.739014
	Iteration 3F: 3 clusters Score -307248.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -307380.187500 Penalty: 4084.739014
	Iteration 4Q: 3 clusters Score -307380.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -307504.406250 Penalty: 4084.739014
	Iteration 5Q: 3 clusters Score -307504.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -307638.312500 Penalty: 4084.739014
	Iteration 6Q: 3 clusters Score -307638.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -307763.500000 Penalty: 4084.739014
	Iteration 7Q: 3 clusters Score -307763.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -307869.875000 Penalty: 4084.739014
	Iteration 8Q: 3 clusters Score -307869.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -307998.656250 Penalty: 4084.739014
	Iteration 9Q: 3 clusters Score -307998.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -308125.562500 Penalty: 4084.739014
	Iteration 10Q: 3 clusters Score -308125.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -308254.718750 Penalty: 4084.739014
	Iteration 11Q: 3 clusters Score -308254.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -308349.531250 Penalty: 4084.739014
	Iteration 12Q: 3 clusters Score -308349.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -308436.281250 Penalty: 4084.739014
	Iteration 13Q: 3 clusters Score -308436.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -308594.468750 Penalty: 4084.739014
	Iteration 14Q: 3 clusters Score -308594.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -308964.312500 Penalty: 4084.739014
	Iteration 15Q: 3 clusters Score -308964.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -309199.062500 Penalty: 4084.739014
	Iteration 16Q: 3 clusters Score -309199.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -309263.031250 Penalty: 4084.739014
	Iteration 17Q: 3 clusters Score -309263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -309291.500000 Penalty: 4084.739014
	Iteration 18Q: 3 clusters Score -309291.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -309305.812500 Penalty: 4084.739014
	Iteration 19Q: 3 clusters Score -309305.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -309319.812500 Penalty: 4084.739014
	Iteration 20F: 3 clusters Score -309319.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -309332.000000 Penalty: 4084.739014
	Iteration 21Q: 3 clusters Score -309332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -309336.906250 Penalty: 4084.739014
	Iteration 22Q: 3 clusters Score -309336.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -309341.625000 Penalty: 4084.739014
	Iteration 23Q: 3 clusters Score -309341.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -309344.500000 Penalty: 4084.739014
	Iteration 24Q: 3 clusters Score -309344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -309348.406250 Penalty: 4084.739014
	Iteration 25Q: 3 clusters Score -309348.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -309350.687500 Penalty: 4084.739014
	Iteration 26Q: 3 clusters Score -309350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -309353.000000 Penalty: 4084.739014
	Iteration 27Q: 3 clusters Score -309353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -309353.281250 Penalty: 4084.739014
	Iteration 28Q: 3 clusters Score -309353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -309353.718750 Penalty: 4084.739014
	Iteration 29Q: 3 clusters Score -309353.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -309353.718750 Penalty: 4084.739014
	Iteration 30F: 3 clusters Score -309353.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (333790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333790 members 
Entering Unmasked Estep 
Score: -29446490.000000 Penalty: 3154.130371
	Iteration 0F: 2 clusters Score -2.944649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -29222088.000000 Penalty: 6308.260742
	Iteration 0F: 3 clusters Score -2.922209e+07 nChanged 162119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172997 members 
Mstep: Class 2 contains 160793 members 
Entering Unmasked Estep 
Score: -29318716.000000 Penalty: 6308.260742
	Iteration 1F: 3 clusters Score -2.931872e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176532 members 
Mstep: Class 2 contains 157258 members 
Entering Unmasked Estep 
Score: -29320624.000000 Penalty: 6308.260742
	Iteration 2Q: 3 clusters Score -2.932062e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182194 members 
Mstep: Class 2 contains 151596 members 
Entering Unmasked Estep 
Score: -29323072.000000 Penalty: 6308.260742
	Iteration 3Q: 3 clusters Score -2.932307e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190995 members 
Mstep: Class 2 contains 142795 members 
Entering Unmasked Estep 
Score: -29326940.000000 Penalty: 6308.260742
	Iteration 4Q: 3 clusters Score -2.932694e+07 nChanged 15230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204327 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -29334190.000000 Penalty: 6308.260742
	Iteration 5Q: 3 clusters Score -2.933419e+07 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223469 members 
Mstep: Class 2 contains 110321 members 
Entering Unmasked Estep 
Score: -29346248.000000 Penalty: 6308.260742
	Iteration 6F: 3 clusters Score -2.934625e+07 nChanged 25828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248629 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -29366396.000000 Penalty: 6308.260742
	Iteration 7F: 3 clusters Score -2.93664e+07 nChanged 27960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276333 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -29391688.000000 Penalty: 6308.260742
	Iteration 8F: 3 clusters Score -2.939169e+07 nChanged 24469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300690 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -29414478.000000 Penalty: 6308.260742
	Iteration 9F: 3 clusters Score -2.941448e+07 nChanged 16402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317068 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -29429478.000000 Penalty: 6308.260742
	Iteration 10Q: 3 clusters Score -2.942948e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326175 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -29437518.000000 Penalty: 6308.260742
	Iteration 11Q: 3 clusters Score -2.943752e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330509 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -29441216.000000 Penalty: 6308.260742
	Iteration 12Q: 3 clusters Score -2.944122e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332334 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -29442696.000000 Penalty: 6308.260742
	Iteration 13Q: 3 clusters Score -2.94427e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332990 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -29443280.000000 Penalty: 6308.260742
	Iteration 14Q: 3 clusters Score -2.944328e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333248 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -29443490.000000 Penalty: 6308.260742
	Iteration 15Q: 3 clusters Score -2.944349e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333339 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29443580.000000 Penalty: 6308.260742
	Iteration 16Q: 3 clusters Score -2.944358e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333378 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29443640.000000 Penalty: 6308.260742
	Iteration 17Q: 3 clusters Score -2.944364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333405 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -29443646.000000 Penalty: 6308.260742
	Iteration 18Q: 3 clusters Score -2.944365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29443674.000000 Penalty: 6308.260742
	Iteration 19Q: 3 clusters Score -2.944367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333439 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -29443708.000000 Penalty: 6308.260742
	Iteration 20F: 3 clusters Score -2.944371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333446 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29443738.000000 Penalty: 6308.260742
	Iteration 21Q: 3 clusters Score -2.944374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333452 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29443730.000000 Penalty: 6308.260742
	Iteration 22Q: 3 clusters Score -2.944373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333461 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29443740.000000 Penalty: 6308.260742
	Iteration 23Q: 3 clusters Score -2.944374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333456 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29443762.000000 Penalty: 6308.260742
	Iteration 24Q: 3 clusters Score -2.944376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333454 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29443756.000000 Penalty: 6308.260742
	Iteration 25Q: 3 clusters Score -2.944376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333454 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29443756.000000 Penalty: 6308.260742
	Iteration 26F: 3 clusters Score -2.944376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1046637.875000 Penalty: 2333.275879
	Iteration 0F: 2 clusters Score -1046638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1037542.812500 Penalty: 4666.551758
	Iteration 0F: 3 clusters Score -1037543 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1040157.812500 Penalty: 4666.551758
	Iteration 1F: 3 clusters Score -1040158 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1040457.000000 Penalty: 4666.551758
	Iteration 2F: 3 clusters Score -1040457 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1040708.937500 Penalty: 4666.551758
	Iteration 3Q: 3 clusters Score -1040709 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1040938.812500 Penalty: 4666.551758
	Iteration 4Q: 3 clusters Score -1040939 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1041170.500000 Penalty: 4666.551758
	Iteration 5Q: 3 clusters Score -1041170 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1041428.750000 Penalty: 4666.551758
	Iteration 6Q: 3 clusters Score -1041429 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1041731.062500 Penalty: 4666.551758
	Iteration 7Q: 3 clusters Score -1041731 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1042227.625000 Penalty: 4666.551758
	Iteration 8Q: 3 clusters Score -1042228 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1042879.000000 Penalty: 4666.551758
	Iteration 9F: 3 clusters Score -1042879 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1043696.312500 Penalty: 4666.551758
	Iteration 10F: 3 clusters Score -1043696 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1044574.937500 Penalty: 4666.551758
	Iteration 11F: 3 clusters Score -1044575 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1045221.062500 Penalty: 4666.551758
	Iteration 12F: 3 clusters Score -1045221 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1045586.437500 Penalty: 4666.551758
	Iteration 13Q: 3 clusters Score -1045586 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1045773.000000 Penalty: 4666.551758
	Iteration 14Q: 3 clusters Score -1045773 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1045864.625000 Penalty: 4666.551758
	Iteration 15Q: 3 clusters Score -1045865 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1045921.312500 Penalty: 4666.551758
	Iteration 16Q: 3 clusters Score -1045921 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1045944.125000 Penalty: 4666.551758
	Iteration 17Q: 3 clusters Score -1045944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1045967.687500 Penalty: 4666.551758
	Iteration 18Q: 3 clusters Score -1045968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1045979.625000 Penalty: 4666.551758
	Iteration 19Q: 3 clusters Score -1045980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1045987.937500 Penalty: 4666.551758
	Iteration 20F: 3 clusters Score -1045988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1045994.625000 Penalty: 4666.551758
	Iteration 21Q: 3 clusters Score -1045995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1045998.187500 Penalty: 4666.551758
	Iteration 22Q: 3 clusters Score -1045998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1046001.875000 Penalty: 4666.551758
	Iteration 23Q: 3 clusters Score -1046002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1046004.187500 Penalty: 4666.551758
	Iteration 24Q: 3 clusters Score -1046004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1046002.375000 Penalty: 4666.551758
	Iteration 25Q: 3 clusters Score -1046002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1046006.250000 Penalty: 4666.551758
	Iteration 26Q: 3 clusters Score -1046006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1046008.687500 Penalty: 4666.551758
	Iteration 27Q: 3 clusters Score -1046009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1046009.750000 Penalty: 4666.551758
	Iteration 28Q: 3 clusters Score -1046010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1046012.500000 Penalty: 4666.551758
	Iteration 29Q: 3 clusters Score -1046012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1046013.937500 Penalty: 4666.551758
	Iteration 30Q: 3 clusters Score -1046014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1046015.625000 Penalty: 4666.551758
	Iteration 31Q: 3 clusters Score -1046016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1046018.875000 Penalty: 4666.551758
	Iteration 32Q: 3 clusters Score -1046019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1046020.062500 Penalty: 4666.551758
	Iteration 33Q: 3 clusters Score -1046020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1046019.250000 Penalty: 4666.551758
	Iteration 34Q: 3 clusters Score -1046019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1046022.437500 Penalty: 4666.551758
	Iteration 35Q: 3 clusters Score -1046022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1046023.875000 Penalty: 4666.551758
	Iteration 36Q: 3 clusters Score -1046024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1046021.375000 Penalty: 4666.551758
	Iteration 37Q: 3 clusters Score -1046021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1046019.937500 Penalty: 4666.551758
	Iteration 38Q: 3 clusters Score -1046020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1046020.812500 Penalty: 4666.551758
	Iteration 39Q: 3 clusters Score -1046021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1046022.937500 Penalty: 4666.551758
	Iteration 40F: 3 clusters Score -1046023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1046022.500000 Penalty: 4666.551758
	Iteration 41Q: 3 clusters Score -1046022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1046022.562500 Penalty: 4666.551758
	Iteration 42Q: 3 clusters Score -1046023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1046022.625000 Penalty: 4666.551758
	Iteration 43Q: 3 clusters Score -1046023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1046022.125000 Penalty: 4666.551758
	Iteration 44Q: 3 clusters Score -1046022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1046022.625000 Penalty: 4666.551758
	Iteration 45Q: 3 clusters Score -1046023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1046022.937500 Penalty: 4666.551758
	Iteration 46Q: 3 clusters Score -1046023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1046024.312500 Penalty: 4666.551758
	Iteration 47Q: 3 clusters Score -1046024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1046024.937500 Penalty: 4666.551758
	Iteration 48Q: 3 clusters Score -1046025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1046025.750000 Penalty: 4666.551758
	Iteration 49Q: 3 clusters Score -1046026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1046026.000000 Penalty: 4666.551758
	Iteration 50Q: 3 clusters Score -1046026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1046024.437500 Penalty: 4666.551758
	Iteration 51Q: 3 clusters Score -1046024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1046024.437500 Penalty: 4666.551758
	Iteration 52F: 3 clusters Score -1046024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Entering Unmasked Estep 
Score: -906359.312500 Penalty: 2291.735596
	Iteration 0F: 2 clusters Score -906359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -898498.125000 Penalty: 4583.471191
	Iteration 0F: 3 clusters Score -898498.1 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -900798.687500 Penalty: 4583.471191
	Iteration 1F: 3 clusters Score -900798.7 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -901114.562500 Penalty: 4583.471191
	Iteration 2F: 3 clusters Score -901114.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -901337.250000 Penalty: 4583.471191
	Iteration 3F: 3 clusters Score -901337.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -901497.125000 Penalty: 4583.471191
	Iteration 4Q: 3 clusters Score -901497.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -901614.125000 Penalty: 4583.471191
	Iteration 5Q: 3 clusters Score -901614.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -901717.250000 Penalty: 4583.471191
	Iteration 6Q: 3 clusters Score -901717.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -901798.312500 Penalty: 4583.471191
	Iteration 7Q: 3 clusters Score -901798.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -901882.250000 Penalty: 4583.471191
	Iteration 8Q: 3 clusters Score -901882.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -901990.250000 Penalty: 4583.471191
	Iteration 9Q: 3 clusters Score -901990.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -902110.625000 Penalty: 4583.471191
	Iteration 10Q: 3 clusters Score -902110.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -902265.250000 Penalty: 4583.471191
	Iteration 11Q: 3 clusters Score -902265.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -902446.562500 Penalty: 4583.471191
	Iteration 12Q: 3 clusters Score -902446.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -902625.625000 Penalty: 4583.471191
	Iteration 13Q: 3 clusters Score -902625.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -902815.125000 Penalty: 4583.471191
	Iteration 14Q: 3 clusters Score -902815.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -902991.812500 Penalty: 4583.471191
	Iteration 15Q: 3 clusters Score -902991.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -903153.312500 Penalty: 4583.471191
	Iteration 16Q: 3 clusters Score -903153.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -903302.812500 Penalty: 4583.471191
	Iteration 17Q: 3 clusters Score -903302.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -903441.437500 Penalty: 4583.471191
	Iteration 18Q: 3 clusters Score -903441.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -903561.125000 Penalty: 4583.471191
	Iteration 19Q: 3 clusters Score -903561.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -903686.437500 Penalty: 4583.471191
	Iteration 20F: 3 clusters Score -903686.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -903810.187500 Penalty: 4583.471191
	Iteration 21Q: 3 clusters Score -903810.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -903917.312500 Penalty: 4583.471191
	Iteration 22Q: 3 clusters Score -903917.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -903997.500000 Penalty: 4583.471191
	Iteration 23Q: 3 clusters Score -903997.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -904066.750000 Penalty: 4583.471191
	Iteration 24Q: 3 clusters Score -904066.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -904123.250000 Penalty: 4583.471191
	Iteration 25Q: 3 clusters Score -904123.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -904170.312500 Penalty: 4583.471191
	Iteration 26Q: 3 clusters Score -904170.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -904214.625000 Penalty: 4583.471191
	Iteration 27Q: 3 clusters Score -904214.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -904254.812500 Penalty: 4583.471191
	Iteration 28Q: 3 clusters Score -904254.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -904280.062500 Penalty: 4583.471191
	Iteration 29Q: 3 clusters Score -904280.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -904298.250000 Penalty: 4583.471191
	Iteration 30Q: 3 clusters Score -904298.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -904317.937500 Penalty: 4583.471191
	Iteration 31Q: 3 clusters Score -904317.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -904330.500000 Penalty: 4583.471191
	Iteration 32Q: 3 clusters Score -904330.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -904341.062500 Penalty: 4583.471191
	Iteration 33Q: 3 clusters Score -904341.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -904351.250000 Penalty: 4583.471191
	Iteration 34Q: 3 clusters Score -904351.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -904362.187500 Penalty: 4583.471191
	Iteration 35Q: 3 clusters Score -904362.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -904370.812500 Penalty: 4583.471191
	Iteration 36Q: 3 clusters Score -904370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -904375.562500 Penalty: 4583.471191
	Iteration 37Q: 3 clusters Score -904375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -904380.250000 Penalty: 4583.471191
	Iteration 38Q: 3 clusters Score -904380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -904383.937500 Penalty: 4583.471191
	Iteration 39Q: 3 clusters Score -904383.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -904388.562500 Penalty: 4583.471191
	Iteration 40F: 3 clusters Score -904388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -904393.500000 Penalty: 4583.471191
	Iteration 41Q: 3 clusters Score -904393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -904394.000000 Penalty: 4583.471191
	Iteration 42Q: 3 clusters Score -904394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -904397.312500 Penalty: 4583.471191
	Iteration 43Q: 3 clusters Score -904397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -904397.437500 Penalty: 4583.471191
	Iteration 44Q: 3 clusters Score -904397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -904399.500000 Penalty: 4583.471191
	Iteration 45Q: 3 clusters Score -904399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -904402.375000 Penalty: 4583.471191
	Iteration 46Q: 3 clusters Score -904402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -904403.062500 Penalty: 4583.471191
	Iteration 47Q: 3 clusters Score -904403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -904401.437500 Penalty: 4583.471191
	Iteration 48Q: 3 clusters Score -904401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -904402.000000 Penalty: 4583.471191
	Iteration 49Q: 3 clusters Score -904402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -904401.812500 Penalty: 4583.471191
	Iteration 50Q: 3 clusters Score -904401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -904402.812500 Penalty: 4583.471191
	Iteration 51Q: 3 clusters Score -904402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -904402.812500 Penalty: 4583.471191
	Iteration 52F: 3 clusters Score -904402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -192753.093750 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -192753.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -190022.218750 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -190022.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -190485.250000 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -190485.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -190606.406250 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -190606.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190656.125000 Penalty: 3802.910400
	Iteration 3Q: 3 clusters Score -190656.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -190695.234375 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -190695.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -190722.187500 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -190722.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -190748.359375 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -190748.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -190771.656250 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -190771.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -190782.484375 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -190782.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -190789.187500 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -190789.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -190795.281250 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -190795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -190801.125000 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -190801.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -190805.562500 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -190805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -190810.140625 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -190810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -190815.343750 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -190815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -190817.828125 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -190817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -190821.359375 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -190821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -190823.234375 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -190823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -190824.468750 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -190824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190825.343750 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -190825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -190826.578125 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -190826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -190829.218750 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -190829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -190831.031250 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -190831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -190832.468750 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -190832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190833.187500 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -190833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190834.109375 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -190834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190834.109375 Penalty: 3802.910400
	Iteration 26F: 3 clusters Score -190834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Entering Unmasked Estep 
Score: -3128628.750000 Penalty: 2598.786133
	Iteration 0F: 2 clusters Score -3128629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3104289.500000 Penalty: 5197.572266
	Iteration 0F: 3 clusters Score -3104290 nChanged 16173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3113114.250000 Penalty: 5197.572266
	Iteration 1F: 3 clusters Score -3113114 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3113590.000000 Penalty: 5197.572266
	Iteration 2Q: 3 clusters Score -3113590 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3114036.000000 Penalty: 5197.572266
	Iteration 3Q: 3 clusters Score -3114036 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3114451.750000 Penalty: 5197.572266
	Iteration 4Q: 3 clusters Score -3114452 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3114983.250000 Penalty: 5197.572266
	Iteration 5Q: 3 clusters Score -3114983 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3115619.500000 Penalty: 5197.572266
	Iteration 6Q: 3 clusters Score -3115620 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3116379.250000 Penalty: 5197.572266
	Iteration 7Q: 3 clusters Score -3116379 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3117270.750000 Penalty: 5197.572266
	Iteration 8Q: 3 clusters Score -3117271 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3118286.000000 Penalty: 5197.572266
	Iteration 9F: 3 clusters Score -3118286 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3119516.250000 Penalty: 5197.572266
	Iteration 10F: 3 clusters Score -3119516 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3120866.500000 Penalty: 5197.572266
	Iteration 11F: 3 clusters Score -3120866 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3122331.750000 Penalty: 5197.572266
	Iteration 12F: 3 clusters Score -3122332 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3123760.000000 Penalty: 5197.572266
	Iteration 13F: 3 clusters Score -3123760 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3124874.750000 Penalty: 5197.572266
	Iteration 14Q: 3 clusters Score -3124875 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3125597.250000 Penalty: 5197.572266
	Iteration 15Q: 3 clusters Score -3125597 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -3126115.000000 Penalty: 5197.572266
	Iteration 16Q: 3 clusters Score -3126115 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3126524.750000 Penalty: 5197.572266
	Iteration 17Q: 3 clusters Score -3126525 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3126884.750000 Penalty: 5197.572266
	Iteration 18Q: 3 clusters Score -3126885 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3127165.250000 Penalty: 5197.572266
	Iteration 19Q: 3 clusters Score -3127165 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3127360.250000 Penalty: 5197.572266
	Iteration 20F: 3 clusters Score -3127360 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3127481.000000 Penalty: 5197.572266
	Iteration 21Q: 3 clusters Score -3127481 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3127562.250000 Penalty: 5197.572266
	Iteration 22Q: 3 clusters Score -3127562 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3127636.500000 Penalty: 5197.572266
	Iteration 23Q: 3 clusters Score -3127636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3127678.500000 Penalty: 5197.572266
	Iteration 24Q: 3 clusters Score -3127678 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3127709.500000 Penalty: 5197.572266
	Iteration 25Q: 3 clusters Score -3127710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3127744.250000 Penalty: 5197.572266
	Iteration 26Q: 3 clusters Score -3127744 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -3127760.250000 Penalty: 5197.572266
	Iteration 27Q: 3 clusters Score -3127760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -3127772.500000 Penalty: 5197.572266
	Iteration 28Q: 3 clusters Score -3127772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3127801.250000 Penalty: 5197.572266
	Iteration 29Q: 3 clusters Score -3127801 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -3127826.500000 Penalty: 5197.572266
	Iteration 30Q: 3 clusters Score -3127826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3127826.250000 Penalty: 5197.572266
	Iteration 31Q: 3 clusters Score -3127826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3127849.250000 Penalty: 5197.572266
	Iteration 32Q: 3 clusters Score -3127849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3127853.000000 Penalty: 5197.572266
	Iteration 33Q: 3 clusters Score -3127853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3127860.000000 Penalty: 5197.572266
	Iteration 34Q: 3 clusters Score -3127860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3127858.750000 Penalty: 5197.572266
	Iteration 35Q: 3 clusters Score -3127859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3127867.500000 Penalty: 5197.572266
	Iteration 36Q: 3 clusters Score -3127868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3127864.500000 Penalty: 5197.572266
	Iteration 37Q: 3 clusters Score -3127864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3127866.000000 Penalty: 5197.572266
	Iteration 38Q: 3 clusters Score -3127866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3127864.500000 Penalty: 5197.572266
	Iteration 39Q: 3 clusters Score -3127864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3127867.000000 Penalty: 5197.572266
	Iteration 40F: 3 clusters Score -3127867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3127865.000000 Penalty: 5197.572266
	Iteration 41Q: 3 clusters Score -3127865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3127866.500000 Penalty: 5197.572266
	Iteration 42Q: 3 clusters Score -3127866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3127870.750000 Penalty: 5197.572266
	Iteration 43Q: 3 clusters Score -3127871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3127868.500000 Penalty: 5197.572266
	Iteration 44Q: 3 clusters Score -3127868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3127873.750000 Penalty: 5197.572266
	Iteration 45Q: 3 clusters Score -3127874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3127872.000000 Penalty: 5197.572266
	Iteration 46Q: 3 clusters Score -3127872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3127873.000000 Penalty: 5197.572266
	Iteration 47Q: 3 clusters Score -3127873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3127873.000000 Penalty: 5197.572266
	Iteration 48Q: 3 clusters Score -3127873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3127877.500000 Penalty: 5197.572266
	Iteration 49Q: 3 clusters Score -3127878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3127874.500000 Penalty: 5197.572266
	Iteration 50Q: 3 clusters Score -3127874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3127874.500000 Penalty: 5197.572266
	Iteration 51F: 3 clusters Score -3127874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -607561.000000 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -607561 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 3617 members 
Entering Unmasked Estep 
Score: -601573.562500 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -601573.6 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -603107.437500 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -603107.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -603384.375000 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -603384.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -603583.750000 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -603583.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -603743.062500 Penalty: 4408.959961
	Iteration 4Q: 3 clusters Score -603743.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -603888.375000 Penalty: 4408.959961
	Iteration 5Q: 3 clusters Score -603888.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -604022.562500 Penalty: 4408.959961
	Iteration 6Q: 3 clusters Score -604022.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -604143.625000 Penalty: 4408.959961
	Iteration 7Q: 3 clusters Score -604143.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -604242.625000 Penalty: 4408.959961
	Iteration 8Q: 3 clusters Score -604242.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -604341.562500 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -604341.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -604451.000000 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -604451 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -604565.625000 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -604565.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -604681.937500 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -604681.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -604804.750000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -604804.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -604941.375000 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -604941.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -605072.437500 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -605072.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -605182.000000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -605182 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -605303.500000 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -605303.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -605410.750000 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -605410.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -605534.562500 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -605534.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -605690.000000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -605690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -605866.625000 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -605866.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -606005.625000 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -606005.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -606100.125000 Penalty: 4408.959961
	Iteration 23Q: 3 clusters Score -606100.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -606177.437500 Penalty: 4408.959961
	Iteration 24Q: 3 clusters Score -606177.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -606252.625000 Penalty: 4408.959961
	Iteration 25Q: 3 clusters Score -606252.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -606327.750000 Penalty: 4408.959961
	Iteration 26Q: 3 clusters Score -606327.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -606393.750000 Penalty: 4408.959961
	Iteration 27Q: 3 clusters Score -606393.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -606460.812500 Penalty: 4408.959961
	Iteration 28Q: 3 clusters Score -606460.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -606500.375000 Penalty: 4408.959961
	Iteration 29Q: 3 clusters Score -606500.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -606531.937500 Penalty: 4408.959961
	Iteration 30Q: 3 clusters Score -606531.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -606558.562500 Penalty: 4408.959961
	Iteration 31Q: 3 clusters Score -606558.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -606582.625000 Penalty: 4408.959961
	Iteration 32Q: 3 clusters Score -606582.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -606593.375000 Penalty: 4408.959961
	Iteration 33Q: 3 clusters Score -606593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -606601.375000 Penalty: 4408.959961
	Iteration 34Q: 3 clusters Score -606601.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -606605.437500 Penalty: 4408.959961
	Iteration 35Q: 3 clusters Score -606605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -606607.500000 Penalty: 4408.959961
	Iteration 36Q: 3 clusters Score -606607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -606608.562500 Penalty: 4408.959961
	Iteration 37Q: 3 clusters Score -606608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606608.937500 Penalty: 4408.959961
	Iteration 38Q: 3 clusters Score -606608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -606610.187500 Penalty: 4408.959961
	Iteration 39Q: 3 clusters Score -606610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -606611.500000 Penalty: 4408.959961
	Iteration 40F: 3 clusters Score -606611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606611.750000 Penalty: 4408.959961
	Iteration 41Q: 3 clusters Score -606611.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606611.750000 Penalty: 4408.959961
	Iteration 42F: 3 clusters Score -606611.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -189237.031250 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -189237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -186460.921875 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -186460.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -186972.906250 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -186972.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -187149.718750 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -187149.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187264.593750 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -187264.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -187346.125000 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -187346.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187395.000000 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -187395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187433.343750 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -187433.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -187458.093750 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -187458.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187483.031250 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -187483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187507.937500 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -187507.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -187532.187500 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -187532.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -187550.593750 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -187550.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -187576.281250 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -187576.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -187593.703125 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -187593.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -187601.156250 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -187601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -187602.093750 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -187602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -187604.000000 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -187604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -187605.062500 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -187605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -187606.812500 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -187606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187607.640625 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -187607.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -187608.359375 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -187608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187609.687500 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -187609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187610.343750 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -187610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187610.343750 Penalty: 3825.372070
	Iteration 23F: 3 clusters Score -187610.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Entering Unmasked Estep 
Score: -1509436.500000 Penalty: 2411.671143
	Iteration 0F: 2 clusters Score -1509436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1497505.625000 Penalty: 4823.342285
	Iteration 0F: 3 clusters Score -1497506 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1501357.625000 Penalty: 4823.342285
	Iteration 1F: 3 clusters Score -1501358 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1501676.000000 Penalty: 4823.342285
	Iteration 2F: 3 clusters Score -1501676 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1501943.000000 Penalty: 4823.342285
	Iteration 3Q: 3 clusters Score -1501943 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1502195.000000 Penalty: 4823.342285
	Iteration 4Q: 3 clusters Score -1502195 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1502508.125000 Penalty: 4823.342285
	Iteration 5Q: 3 clusters Score -1502508 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1502889.125000 Penalty: 4823.342285
	Iteration 6Q: 3 clusters Score -1502889 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1503374.875000 Penalty: 4823.342285
	Iteration 7F: 3 clusters Score -1503375 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1504036.375000 Penalty: 4823.342285
	Iteration 8F: 3 clusters Score -1504036 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1504834.000000 Penalty: 4823.342285
	Iteration 9F: 3 clusters Score -1504834 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1505641.875000 Penalty: 4823.342285
	Iteration 10F: 3 clusters Score -1505642 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1506281.125000 Penalty: 4823.342285
	Iteration 11Q: 3 clusters Score -1506281 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1506750.625000 Penalty: 4823.342285
	Iteration 12Q: 3 clusters Score -1506751 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1507040.250000 Penalty: 4823.342285
	Iteration 13Q: 3 clusters Score -1507040 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1507204.750000 Penalty: 4823.342285
	Iteration 14Q: 3 clusters Score -1507205 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1507302.375000 Penalty: 4823.342285
	Iteration 15Q: 3 clusters Score -1507302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1507377.625000 Penalty: 4823.342285
	Iteration 16Q: 3 clusters Score -1507378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1507419.375000 Penalty: 4823.342285
	Iteration 17Q: 3 clusters Score -1507419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1507439.875000 Penalty: 4823.342285
	Iteration 18Q: 3 clusters Score -1507440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1507454.500000 Penalty: 4823.342285
	Iteration 19Q: 3 clusters Score -1507454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1507464.875000 Penalty: 4823.342285
	Iteration 20F: 3 clusters Score -1507465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1507472.875000 Penalty: 4823.342285
	Iteration 21Q: 3 clusters Score -1507473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1507473.500000 Penalty: 4823.342285
	Iteration 22Q: 3 clusters Score -1507474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1507474.000000 Penalty: 4823.342285
	Iteration 23Q: 3 clusters Score -1507474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1507476.875000 Penalty: 4823.342285
	Iteration 24Q: 3 clusters Score -1507477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -1507479.625000 Penalty: 4823.342285
	Iteration 25Q: 3 clusters Score -1507480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1507479.000000 Penalty: 4823.342285
	Iteration 26Q: 3 clusters Score -1507479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1507479.000000 Penalty: 4823.342285
	Iteration 27F: 3 clusters Score -1507479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Entering Unmasked Estep 
Score: -1192941.500000 Penalty: 2382.727783
	Iteration 0F: 2 clusters Score -1192942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1182271.625000 Penalty: 4765.455566
	Iteration 0F: 3 clusters Score -1182272 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1186540.500000 Penalty: 4765.455566
	Iteration 1F: 3 clusters Score -1186540 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1187740.375000 Penalty: 4765.455566
	Iteration 2F: 3 clusters Score -1187740 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1188981.750000 Penalty: 4765.455566
	Iteration 3F: 3 clusters Score -1188982 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1190205.375000 Penalty: 4765.455566
	Iteration 4F: 3 clusters Score -1190205 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1191097.125000 Penalty: 4765.455566
	Iteration 5F: 3 clusters Score -1191097 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1191557.500000 Penalty: 4765.455566
	Iteration 6F: 3 clusters Score -1191558 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1191766.750000 Penalty: 4765.455566
	Iteration 7Q: 3 clusters Score -1191767 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1191879.750000 Penalty: 4765.455566
	Iteration 8Q: 3 clusters Score -1191880 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1191947.125000 Penalty: 4765.455566
	Iteration 9Q: 3 clusters Score -1191947 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1191994.625000 Penalty: 4765.455566
	Iteration 10Q: 3 clusters Score -1191995 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1192031.875000 Penalty: 4765.455566
	Iteration 11Q: 3 clusters Score -1192032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1192061.750000 Penalty: 4765.455566
	Iteration 12Q: 3 clusters Score -1192062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1192089.875000 Penalty: 4765.455566
	Iteration 13Q: 3 clusters Score -1192090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1192108.375000 Penalty: 4765.455566
	Iteration 14Q: 3 clusters Score -1192108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1192123.500000 Penalty: 4765.455566
	Iteration 15Q: 3 clusters Score -1192124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1192139.875000 Penalty: 4765.455566
	Iteration 16Q: 3 clusters Score -1192140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1192148.500000 Penalty: 4765.455566
	Iteration 17Q: 3 clusters Score -1192148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1192157.375000 Penalty: 4765.455566
	Iteration 18Q: 3 clusters Score -1192157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1192168.375000 Penalty: 4765.455566
	Iteration 19Q: 3 clusters Score -1192168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1192166.250000 Penalty: 4765.455566
	Iteration 20F: 3 clusters Score -1192166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1192170.250000 Penalty: 4765.455566
	Iteration 21Q: 3 clusters Score -1192170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1192175.500000 Penalty: 4765.455566
	Iteration 22Q: 3 clusters Score -1192176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1192179.000000 Penalty: 4765.455566
	Iteration 23Q: 3 clusters Score -1192179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1192180.500000 Penalty: 4765.455566
	Iteration 24Q: 3 clusters Score -1192180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1192182.875000 Penalty: 4765.455566
	Iteration 25Q: 3 clusters Score -1192183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1192185.125000 Penalty: 4765.455566
	Iteration 26Q: 3 clusters Score -1192185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1192187.000000 Penalty: 4765.455566
	Iteration 27Q: 3 clusters Score -1192187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1192188.250000 Penalty: 4765.455566
	Iteration 28Q: 3 clusters Score -1192188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1192188.875000 Penalty: 4765.455566
	Iteration 29Q: 3 clusters Score -1192189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1192190.750000 Penalty: 4765.455566
	Iteration 30Q: 3 clusters Score -1192191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1192193.875000 Penalty: 4765.455566
	Iteration 31Q: 3 clusters Score -1192194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1192194.000000 Penalty: 4765.455566
	Iteration 32Q: 3 clusters Score -1192194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1192195.250000 Penalty: 4765.455566
	Iteration 33Q: 3 clusters Score -1192195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1192198.750000 Penalty: 4765.455566
	Iteration 34Q: 3 clusters Score -1192199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1192200.375000 Penalty: 4765.455566
	Iteration 35Q: 3 clusters Score -1192200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1192199.875000 Penalty: 4765.455566
	Iteration 36Q: 3 clusters Score -1192200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1192201.125000 Penalty: 4765.455566
	Iteration 37Q: 3 clusters Score -1192201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1192200.875000 Penalty: 4765.455566
	Iteration 38Q: 3 clusters Score -1192201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1192200.875000 Penalty: 4765.455566
	Iteration 39F: 3 clusters Score -1192201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -650242.625000 Penalty: 2246.385010
	Iteration 0F: 2 clusters Score -650242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -643536.687500 Penalty: 4492.770020
	Iteration 0F: 3 clusters Score -643536.7 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -645878.125000 Penalty: 4492.770020
	Iteration 1F: 3 clusters Score -645878.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -646603.312500 Penalty: 4492.770020
	Iteration 2F: 3 clusters Score -646603.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -647380.062500 Penalty: 4492.770020
	Iteration 3F: 3 clusters Score -647380.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -648034.437500 Penalty: 4492.770020
	Iteration 4F: 3 clusters Score -648034.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -648434.812500 Penalty: 4492.770020
	Iteration 5F: 3 clusters Score -648434.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -648656.937500 Penalty: 4492.770020
	Iteration 6Q: 3 clusters Score -648656.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -648816.562500 Penalty: 4492.770020
	Iteration 7Q: 3 clusters Score -648816.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -648941.625000 Penalty: 4492.770020
	Iteration 8Q: 3 clusters Score -648941.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -649033.687500 Penalty: 4492.770020
	Iteration 9Q: 3 clusters Score -649033.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -649112.562500 Penalty: 4492.770020
	Iteration 10Q: 3 clusters Score -649112.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -649175.937500 Penalty: 4492.770020
	Iteration 11Q: 3 clusters Score -649175.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -649229.937500 Penalty: 4492.770020
	Iteration 12Q: 3 clusters Score -649229.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -649288.000000 Penalty: 4492.770020
	Iteration 13Q: 3 clusters Score -649288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -649340.937500 Penalty: 4492.770020
	Iteration 14Q: 3 clusters Score -649340.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -649379.250000 Penalty: 4492.770020
	Iteration 15Q: 3 clusters Score -649379.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -649428.375000 Penalty: 4492.770020
	Iteration 16Q: 3 clusters Score -649428.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -649482.687500 Penalty: 4492.770020
	Iteration 17Q: 3 clusters Score -649482.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -649532.562500 Penalty: 4492.770020
	Iteration 18Q: 3 clusters Score -649532.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -649570.500000 Penalty: 4492.770020
	Iteration 19Q: 3 clusters Score -649570.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -649606.125000 Penalty: 4492.770020
	Iteration 20F: 3 clusters Score -649606.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -649629.625000 Penalty: 4492.770020
	Iteration 21Q: 3 clusters Score -649629.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -649657.812500 Penalty: 4492.770020
	Iteration 22Q: 3 clusters Score -649657.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -649683.812500 Penalty: 4492.770020
	Iteration 23Q: 3 clusters Score -649683.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -649703.375000 Penalty: 4492.770020
	Iteration 24Q: 3 clusters Score -649703.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -649728.312500 Penalty: 4492.770020
	Iteration 25Q: 3 clusters Score -649728.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -649759.812500 Penalty: 4492.770020
	Iteration 26Q: 3 clusters Score -649759.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -649790.687500 Penalty: 4492.770020
	Iteration 27Q: 3 clusters Score -649790.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -649807.500000 Penalty: 4492.770020
	Iteration 28Q: 3 clusters Score -649807.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -649826.875000 Penalty: 4492.770020
	Iteration 29Q: 3 clusters Score -649826.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -649847.500000 Penalty: 4492.770020
	Iteration 30Q: 3 clusters Score -649847.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -649869.250000 Penalty: 4492.770020
	Iteration 31Q: 3 clusters Score -649869.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -649890.250000 Penalty: 4492.770020
	Iteration 32Q: 3 clusters Score -649890.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -649899.625000 Penalty: 4492.770020
	Iteration 33Q: 3 clusters Score -649899.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -649911.000000 Penalty: 4492.770020
	Iteration 34Q: 3 clusters Score -649911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -649922.812500 Penalty: 4492.770020
	Iteration 35Q: 3 clusters Score -649922.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -649940.187500 Penalty: 4492.770020
	Iteration 36Q: 3 clusters Score -649940.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -649954.062500 Penalty: 4492.770020
	Iteration 37Q: 3 clusters Score -649954.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -649967.937500 Penalty: 4492.770020
	Iteration 38Q: 3 clusters Score -649967.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -649982.625000 Penalty: 4492.770020
	Iteration 39Q: 3 clusters Score -649982.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -649996.000000 Penalty: 4492.770020
	Iteration 40F: 3 clusters Score -649996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -650004.875000 Penalty: 4492.770020
	Iteration 41Q: 3 clusters Score -650004.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -650018.187500 Penalty: 4492.770020
	Iteration 42Q: 3 clusters Score -650018.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -650031.562500 Penalty: 4492.770020
	Iteration 43Q: 3 clusters Score -650031.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -650047.875000 Penalty: 4492.770020
	Iteration 44Q: 3 clusters Score -650047.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -650063.687500 Penalty: 4492.770020
	Iteration 45Q: 3 clusters Score -650063.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -650077.687500 Penalty: 4492.770020
	Iteration 46Q: 3 clusters Score -650077.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -650089.500000 Penalty: 4492.770020
	Iteration 47Q: 3 clusters Score -650089.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -650100.312500 Penalty: 4492.770020
	Iteration 48Q: 3 clusters Score -650100.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -650115.437500 Penalty: 4492.770020
	Iteration 49Q: 3 clusters Score -650115.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -650128.125000 Penalty: 4492.770020
	Iteration 50Q: 3 clusters Score -650128.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -650143.187500 Penalty: 4492.770020
	Iteration 51Q: 3 clusters Score -650143.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -650155.500000 Penalty: 4492.770020
	Iteration 52Q: 3 clusters Score -650155.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -650165.437500 Penalty: 4492.770020
	Iteration 53Q: 3 clusters Score -650165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -650171.187500 Penalty: 4492.770020
	Iteration 54Q: 3 clusters Score -650171.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -650175.312500 Penalty: 4492.770020
	Iteration 55Q: 3 clusters Score -650175.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -650180.187500 Penalty: 4492.770020
	Iteration 56Q: 3 clusters Score -650180.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -650184.312500 Penalty: 4492.770020
	Iteration 57Q: 3 clusters Score -650184.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -650189.562500 Penalty: 4492.770020
	Iteration 58Q: 3 clusters Score -650189.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -650193.375000 Penalty: 4492.770020
	Iteration 59Q: 3 clusters Score -650193.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -650202.312500 Penalty: 4492.770020
	Iteration 60F: 3 clusters Score -650202.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -650212.937500 Penalty: 4492.770020
	Iteration 61Q: 3 clusters Score -650212.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -650222.062500 Penalty: 4492.770020
	Iteration 62Q: 3 clusters Score -650222.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -650231.687500 Penalty: 4492.770020
	Iteration 63Q: 3 clusters Score -650231.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -650241.250000 Penalty: 4492.770020
	Iteration 64Q: 3 clusters Score -650241.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -650249.437500 Penalty: 4492.770020
	Iteration 65Q: 3 clusters Score -650249.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -650261.687500 Penalty: 4492.770020
	Iteration 66Q: 3 clusters Score -650261.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -650272.062500 Penalty: 4492.770020
	Iteration 67Q: 3 clusters Score -650272.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -650279.562500 Penalty: 4492.770020
	Iteration 68Q: 3 clusters Score -650279.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -650283.625000 Penalty: 4492.770020
	Iteration 69Q: 3 clusters Score -650283.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -650294.062500 Penalty: 4492.770020
	Iteration 70Q: 3 clusters Score -650294.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -650300.562500 Penalty: 4492.770020
	Iteration 71Q: 3 clusters Score -650300.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -650308.250000 Penalty: 4492.770020
	Iteration 72Q: 3 clusters Score -650308.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -650313.687500 Penalty: 4492.770020
	Iteration 73Q: 3 clusters Score -650313.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -650320.250000 Penalty: 4492.770020
	Iteration 74Q: 3 clusters Score -650320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -650323.937500 Penalty: 4492.770020
	Iteration 75Q: 3 clusters Score -650323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -650325.937500 Penalty: 4492.770020
	Iteration 76Q: 3 clusters Score -650325.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -650332.625000 Penalty: 4492.770020
	Iteration 77Q: 3 clusters Score -650332.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -650337.812500 Penalty: 4492.770020
	Iteration 78Q: 3 clusters Score -650337.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -650341.812500 Penalty: 4492.770020
	Iteration 79Q: 3 clusters Score -650341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -650344.875000 Penalty: 4492.770020
	Iteration 80F: 3 clusters Score -650344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -650346.937500 Penalty: 4492.770020
	Iteration 81Q: 3 clusters Score -650346.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -650350.750000 Penalty: 4492.770020
	Iteration 82Q: 3 clusters Score -650350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -650354.250000 Penalty: 4492.770020
	Iteration 83Q: 3 clusters Score -650354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -650354.187500 Penalty: 4492.770020
	Iteration 84Q: 3 clusters Score -650354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -650357.562500 Penalty: 4492.770020
	Iteration 85Q: 3 clusters Score -650357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -650358.562500 Penalty: 4492.770020
	Iteration 86Q: 3 clusters Score -650358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -650360.625000 Penalty: 4492.770020
	Iteration 87Q: 3 clusters Score -650360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -650362.062500 Penalty: 4492.770020
	Iteration 88Q: 3 clusters Score -650362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -650364.312500 Penalty: 4492.770020
	Iteration 89Q: 3 clusters Score -650364.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -650368.812500 Penalty: 4492.770020
	Iteration 90Q: 3 clusters Score -650368.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -650376.187500 Penalty: 4492.770020
	Iteration 91Q: 3 clusters Score -650376.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -650378.625000 Penalty: 4492.770020
	Iteration 92Q: 3 clusters Score -650378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -650380.437500 Penalty: 4492.770020
	Iteration 93Q: 3 clusters Score -650380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -650386.000000 Penalty: 4492.770020
	Iteration 94Q: 3 clusters Score -650386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -650390.500000 Penalty: 4492.770020
	Iteration 95Q: 3 clusters Score -650390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -650393.625000 Penalty: 4492.770020
	Iteration 96Q: 3 clusters Score -650393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -650398.125000 Penalty: 4492.770020
	Iteration 97Q: 3 clusters Score -650398.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -650402.312500 Penalty: 4492.770020
	Iteration 98Q: 3 clusters Score -650402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -650402.812500 Penalty: 4492.770020
	Iteration 99Q: 3 clusters Score -650402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -650404.375000 Penalty: 4492.770020
	Iteration 100F: 3 clusters Score -650404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -650406.625000 Penalty: 4492.770020
	Iteration 101Q: 3 clusters Score -650406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -650412.062500 Penalty: 4492.770020
	Iteration 102Q: 3 clusters Score -650412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -650414.812500 Penalty: 4492.770020
	Iteration 103Q: 3 clusters Score -650414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -650418.000000 Penalty: 4492.770020
	Iteration 104Q: 3 clusters Score -650418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -650421.187500 Penalty: 4492.770020
	Iteration 105Q: 3 clusters Score -650421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -650424.875000 Penalty: 4492.770020
	Iteration 106Q: 3 clusters Score -650424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -650424.687500 Penalty: 4492.770020
	Iteration 107Q: 3 clusters Score -650424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -650425.750000 Penalty: 4492.770020
	Iteration 108Q: 3 clusters Score -650425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -650425.937500 Penalty: 4492.770020
	Iteration 109Q: 3 clusters Score -650425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -650428.125000 Penalty: 4492.770020
	Iteration 110Q: 3 clusters Score -650428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -650429.000000 Penalty: 4492.770020
	Iteration 111Q: 3 clusters Score -650429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -650429.000000 Penalty: 4492.770020
	Iteration 112F: 3 clusters Score -650429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26481 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101501 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 1762 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 68190 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7610 members 
Mstep: Class 32 contains 25513 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29345 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 6750 members 
Mstep: Class 37 contains 6825 members 
Entering Unmasked Estep 
Score: -112997312.000000 Penalty: 129393.078125
Splitting cluster 24 changes total score from -112998416.000000 to -112997312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -147056.375000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -147056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -144529.062500 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -144529.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -145104.609375 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -145104.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -145401.546875 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -145401.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -145779.656250 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -145779.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -146283.156250 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -146283.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146778.312500 Penalty: 3745.127930
	Iteration 5F: 3 clusters Score -146778.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147177.500000 Penalty: 3745.127930
	Iteration 6F: 3 clusters Score -147177.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -147438.031250 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -147438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -147510.281250 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -147510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -147529.515625 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -147529.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -147536.562500 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -147536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -147541.375000 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -147541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -147546.921875 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -147546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -147553.062500 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -147553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -147559.718750 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -147559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147564.234375 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -147564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -147569.718750 Penalty: 3745.127930
	Iteration 16Q: 3 clusters Score -147569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147572.562500 Penalty: 3745.127930
	Iteration 17Q: 3 clusters Score -147572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147573.343750 Penalty: 3745.127930
	Iteration 18Q: 3 clusters Score -147573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -147573.343750 Penalty: 3745.127930
	Iteration 19F: 3 clusters Score -147573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26481 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101501 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 950 members 
Mstep: Class 26 contains 68190 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7610 members 
Mstep: Class 32 contains 25513 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29345 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 6750 members 
Mstep: Class 37 contains 952 members 
Entering Unmasked Estep 
Score: -112997448.000000 Penalty: 129393.078125
Splitting cluster 25 changes total score from -112998416.000000 to -112997448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (68190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Entering Unmasked Estep 
Score: -6050813.500000 Penalty: 2760.253174
	Iteration 0F: 2 clusters Score -6050814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -6005260.500000 Penalty: 5520.506348
	Iteration 0F: 3 clusters Score -6005260 nChanged 31737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -6023144.500000 Penalty: 5520.506348
	Iteration 1F: 3 clusters Score -6023144 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -6023812.000000 Penalty: 5520.506348
	Iteration 2Q: 3 clusters Score -6023812 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -6024664.000000 Penalty: 5520.506348
	Iteration 3Q: 3 clusters Score -6024664 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -6025814.500000 Penalty: 5520.506348
	Iteration 4Q: 3 clusters Score -6025814 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6027652.500000 Penalty: 5520.506348
	Iteration 5F: 3 clusters Score -6027652 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6030469.500000 Penalty: 5520.506348
	Iteration 6F: 3 clusters Score -6030470 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -6034379.000000 Penalty: 5520.506348
	Iteration 7F: 3 clusters Score -6034379 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -6038742.000000 Penalty: 5520.506348
	Iteration 8F: 3 clusters Score -6038742 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -6042447.500000 Penalty: 5520.506348
	Iteration 9F: 3 clusters Score -6042448 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -6044941.000000 Penalty: 5520.506348
	Iteration 10Q: 3 clusters Score -6044941 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -6046147.000000 Penalty: 5520.506348
	Iteration 11Q: 3 clusters Score -6046147 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -6046656.500000 Penalty: 5520.506348
	Iteration 12Q: 3 clusters Score -6046656 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -6046939.000000 Penalty: 5520.506348
	Iteration 13Q: 3 clusters Score -6046939 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -6047140.000000 Penalty: 5520.506348
	Iteration 14Q: 3 clusters Score -6047140 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -6047306.500000 Penalty: 5520.506348
	Iteration 15Q: 3 clusters Score -6047306 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6047476.000000 Penalty: 5520.506348
	Iteration 16Q: 3 clusters Score -6047476 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -6047598.500000 Penalty: 5520.506348
	Iteration 17Q: 3 clusters Score -6047598 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6047742.500000 Penalty: 5520.506348
	Iteration 18Q: 3 clusters Score -6047742 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -6047864.000000 Penalty: 5520.506348
	Iteration 19Q: 3 clusters Score -6047864 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6047953.500000 Penalty: 5520.506348
	Iteration 20F: 3 clusters Score -6047954 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6048008.500000 Penalty: 5520.506348
	Iteration 21Q: 3 clusters Score -6048008 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6048076.000000 Penalty: 5520.506348
	Iteration 22Q: 3 clusters Score -6048076 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -6048112.500000 Penalty: 5520.506348
	Iteration 23Q: 3 clusters Score -6048112 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6048162.000000 Penalty: 5520.506348
	Iteration 24Q: 3 clusters Score -6048162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6048202.000000 Penalty: 5520.506348
	Iteration 25Q: 3 clusters Score -6048202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6048212.500000 Penalty: 5520.506348
	Iteration 26Q: 3 clusters Score -6048212 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6048260.500000 Penalty: 5520.506348
	Iteration 27Q: 3 clusters Score -6048260 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -6048289.000000 Penalty: 5520.506348
	Iteration 28Q: 3 clusters Score -6048289 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6048332.000000 Penalty: 5520.506348
	Iteration 29Q: 3 clusters Score -6048332 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6048363.500000 Penalty: 5520.506348
	Iteration 30Q: 3 clusters Score -6048364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6048402.500000 Penalty: 5520.506348
	Iteration 31Q: 3 clusters Score -6048402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6048407.000000 Penalty: 5520.506348
	Iteration 32Q: 3 clusters Score -6048407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6048436.500000 Penalty: 5520.506348
	Iteration 33Q: 3 clusters Score -6048436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6048457.500000 Penalty: 5520.506348
	Iteration 34Q: 3 clusters Score -6048458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6048467.000000 Penalty: 5520.506348
	Iteration 35Q: 3 clusters Score -6048467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6048459.500000 Penalty: 5520.506348
	Iteration 36Q: 3 clusters Score -6048460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6048485.000000 Penalty: 5520.506348
	Iteration 37Q: 3 clusters Score -6048485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66179 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6048485.500000 Penalty: 5520.506348
	Iteration 38Q: 3 clusters Score -6048486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6048491.000000 Penalty: 5520.506348
	Iteration 39Q: 3 clusters Score -6048491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66237 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6048514.000000 Penalty: 5520.506348
	Iteration 40F: 3 clusters Score -6048514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66264 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6048509.000000 Penalty: 5520.506348
	Iteration 41Q: 3 clusters Score -6048509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6048510.000000 Penalty: 5520.506348
	Iteration 42Q: 3 clusters Score -6048510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6048517.500000 Penalty: 5520.506348
	Iteration 43Q: 3 clusters Score -6048518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6048522.000000 Penalty: 5520.506348
	Iteration 44Q: 3 clusters Score -6048522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6048525.000000 Penalty: 5520.506348
	Iteration 45Q: 3 clusters Score -6048525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6048546.500000 Penalty: 5520.506348
	Iteration 46Q: 3 clusters Score -6048546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6048545.500000 Penalty: 5520.506348
	Iteration 47Q: 3 clusters Score -6048546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6048556.500000 Penalty: 5520.506348
	Iteration 48Q: 3 clusters Score -6048556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6048565.500000 Penalty: 5520.506348
	Iteration 49Q: 3 clusters Score -6048566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6048558.000000 Penalty: 5520.506348
	Iteration 50Q: 3 clusters Score -6048558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6048563.000000 Penalty: 5520.506348
	Iteration 51Q: 3 clusters Score -6048563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6048563.000000 Penalty: 5520.506348
	Iteration 52Q: 3 clusters Score -6048563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6048571.500000 Penalty: 5520.506348
	Iteration 53Q: 3 clusters Score -6048572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6048571.000000 Penalty: 5520.506348
	Iteration 54Q: 3 clusters Score -6048571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6048575.000000 Penalty: 5520.506348
	Iteration 55Q: 3 clusters Score -6048575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6048581.500000 Penalty: 5520.506348
	Iteration 56Q: 3 clusters Score -6048582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6048587.000000 Penalty: 5520.506348
	Iteration 57Q: 3 clusters Score -6048587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6048591.500000 Penalty: 5520.506348
	Iteration 58Q: 3 clusters Score -6048592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6048588.500000 Penalty: 5520.506348
	Iteration 59Q: 3 clusters Score -6048588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66537 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6048592.000000 Penalty: 5520.506348
	Iteration 60F: 3 clusters Score -6048592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6048597.500000 Penalty: 5520.506348
	Iteration 61Q: 3 clusters Score -6048598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6048602.000000 Penalty: 5520.506348
	Iteration 62Q: 3 clusters Score -6048602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6048598.500000 Penalty: 5520.506348
	Iteration 63Q: 3 clusters Score -6048598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6048598.500000 Penalty: 5520.506348
	Iteration 64F: 3 clusters Score -6048598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -637016.187500 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -637016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -630756.875000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -630756.9 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -632450.562500 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -632450.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -632740.750000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -632740.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -632978.187500 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -632978.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -633181.250000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -633181.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -633361.625000 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -633361.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -633539.875000 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -633539.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -633725.937500 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -633725.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -633923.062500 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -633923.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -634084.375000 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -634084.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -634228.000000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -634228 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -634354.687500 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -634354.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -634476.062500 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -634476.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -634600.812500 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -634600.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -634741.250000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -634741.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -634898.125000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -634898.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -635036.750000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -635036.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -635149.000000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -635149 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -635228.125000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -635228.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -635299.750000 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -635299.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -635362.125000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -635362.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -635419.312500 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -635419.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -635477.312500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -635477.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -635534.937500 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -635534.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -635576.812500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -635576.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -635606.875000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -635606.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -635638.812500 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -635638.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -635666.937500 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -635666.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -635683.937500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -635683.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -635701.062500 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -635701.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -635711.437500 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -635711.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -635725.125000 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -635725.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -635733.875000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -635733.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -635747.937500 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -635747.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -635760.312500 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -635760.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -635769.062500 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -635769.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -635773.875000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -635773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -635779.250000 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -635779.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -635783.875000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -635783.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -635792.187500 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -635792.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -635795.125000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -635795.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -635799.187500 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -635799.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -635805.312500 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -635805.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -635812.187500 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -635812.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -635815.125000 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -635815.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -635818.750000 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -635818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -635821.437500 Penalty: 4438.434082
	Iteration 46Q: 3 clusters Score -635821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -635822.937500 Penalty: 4438.434082
	Iteration 47Q: 3 clusters Score -635822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -635825.625000 Penalty: 4438.434082
	Iteration 48Q: 3 clusters Score -635825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -635830.375000 Penalty: 4438.434082
	Iteration 49Q: 3 clusters Score -635830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -635829.062500 Penalty: 4438.434082
	Iteration 50Q: 3 clusters Score -635829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -635831.500000 Penalty: 4438.434082
	Iteration 51Q: 3 clusters Score -635831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -635832.500000 Penalty: 4438.434082
	Iteration 52Q: 3 clusters Score -635832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -635832.562500 Penalty: 4438.434082
	Iteration 53Q: 3 clusters Score -635832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -635830.250000 Penalty: 4438.434082
	Iteration 54Q: 3 clusters Score -635830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -635831.937500 Penalty: 4438.434082
	Iteration 55Q: 3 clusters Score -635831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -635833.687500 Penalty: 4438.434082
	Iteration 56Q: 3 clusters Score -635833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -635835.875000 Penalty: 4438.434082
	Iteration 57Q: 3 clusters Score -635835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -635835.687500 Penalty: 4438.434082
	Iteration 58Q: 3 clusters Score -635835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -635835.937500 Penalty: 4438.434082
	Iteration 59Q: 3 clusters Score -635835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -635837.500000 Penalty: 4438.434082
	Iteration 60F: 3 clusters Score -635837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -635839.062500 Penalty: 4438.434082
	Iteration 61Q: 3 clusters Score -635839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -635838.312500 Penalty: 4438.434082
	Iteration 62Q: 3 clusters Score -635838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -635842.000000 Penalty: 4438.434082
	Iteration 63Q: 3 clusters Score -635842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -635844.062500 Penalty: 4438.434082
	Iteration 64Q: 3 clusters Score -635844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -635846.062500 Penalty: 4438.434082
	Iteration 65Q: 3 clusters Score -635846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -635845.625000 Penalty: 4438.434082
	Iteration 66Q: 3 clusters Score -635845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -635845.562500 Penalty: 4438.434082
	Iteration 67Q: 3 clusters Score -635845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -635846.750000 Penalty: 4438.434082
	Iteration 68Q: 3 clusters Score -635846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -635846.750000 Penalty: 4438.434082
	Iteration 69F: 3 clusters Score -635846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -417094.281250 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -417094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -412675.406250 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -412675.4 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -413706.062500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -413706.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -413920.875000 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -413920.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -414063.593750 Penalty: 4223.733398
	Iteration 3Q: 3 clusters Score -414063.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -414177.562500 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -414177.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -414281.062500 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -414281.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -414391.156250 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -414391.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -414480.531250 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -414480.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -414570.625000 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -414570.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -414681.343750 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -414681.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -414783.625000 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -414783.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -414878.125000 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -414878.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -414963.343750 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -414963.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -415039.437500 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -415039.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -415109.718750 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -415109.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -415164.187500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -415164.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -415213.000000 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -415213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -415253.281250 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -415253.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -415286.343750 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -415286.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -415317.500000 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -415317.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -415336.500000 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -415336.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -415356.593750 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -415356.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -415371.687500 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -415371.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -415380.750000 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -415380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -415388.562500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -415388.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -415394.093750 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -415394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -415398.031250 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -415398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -415401.375000 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -415401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -415402.343750 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -415402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -415402.687500 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -415402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -415406.375000 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -415406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -415409.000000 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -415409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -415411.531250 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -415411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -415412.843750 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -415412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -415413.625000 Penalty: 4223.733398
	Iteration 34Q: 3 clusters Score -415413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -415414.250000 Penalty: 4223.733398
	Iteration 35Q: 3 clusters Score -415414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -415416.250000 Penalty: 4223.733398
	Iteration 36Q: 3 clusters Score -415416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -415416.531250 Penalty: 4223.733398
	Iteration 37Q: 3 clusters Score -415416.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -415416.750000 Penalty: 4223.733398
	Iteration 38Q: 3 clusters Score -415416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -415417.531250 Penalty: 4223.733398
	Iteration 39Q: 3 clusters Score -415417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -415417.531250 Penalty: 4223.733398
	Iteration 40F: 3 clusters Score -415417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Entering Unmasked Estep 
Score: -1642954.000000 Penalty: 2444.360107
	Iteration 0F: 2 clusters Score -1642954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1629407.875000 Penalty: 4888.720215
	Iteration 0F: 3 clusters Score -1629408 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1634032.125000 Penalty: 4888.720215
	Iteration 1F: 3 clusters Score -1634032 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1634440.250000 Penalty: 4888.720215
	Iteration 2F: 3 clusters Score -1634440 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1634792.625000 Penalty: 4888.720215
	Iteration 3Q: 3 clusters Score -1634793 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1635180.500000 Penalty: 4888.720215
	Iteration 4Q: 3 clusters Score -1635180 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1635624.375000 Penalty: 4888.720215
	Iteration 5Q: 3 clusters Score -1635624 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1636116.625000 Penalty: 4888.720215
	Iteration 6Q: 3 clusters Score -1636117 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1636632.875000 Penalty: 4888.720215
	Iteration 7Q: 3 clusters Score -1636633 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1637243.625000 Penalty: 4888.720215
	Iteration 8Q: 3 clusters Score -1637244 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1637979.125000 Penalty: 4888.720215
	Iteration 9Q: 3 clusters Score -1637979 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1638698.500000 Penalty: 4888.720215
	Iteration 10Q: 3 clusters Score -1638698 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1639404.875000 Penalty: 4888.720215
	Iteration 11Q: 3 clusters Score -1639405 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1640081.500000 Penalty: 4888.720215
	Iteration 12Q: 3 clusters Score -1640082 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1640647.125000 Penalty: 4888.720215
	Iteration 13Q: 3 clusters Score -1640647 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1641011.625000 Penalty: 4888.720215
	Iteration 14Q: 3 clusters Score -1641012 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1641203.000000 Penalty: 4888.720215
	Iteration 15Q: 3 clusters Score -1641203 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1641317.375000 Penalty: 4888.720215
	Iteration 16Q: 3 clusters Score -1641317 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1641395.375000 Penalty: 4888.720215
	Iteration 17Q: 3 clusters Score -1641395 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1641442.750000 Penalty: 4888.720215
	Iteration 18Q: 3 clusters Score -1641443 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1641479.000000 Penalty: 4888.720215
	Iteration 19Q: 3 clusters Score -1641479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1641508.125000 Penalty: 4888.720215
	Iteration 20F: 3 clusters Score -1641508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1641528.125000 Penalty: 4888.720215
	Iteration 21Q: 3 clusters Score -1641528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1641546.500000 Penalty: 4888.720215
	Iteration 22Q: 3 clusters Score -1641546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1641574.375000 Penalty: 4888.720215
	Iteration 23Q: 3 clusters Score -1641574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1641595.000000 Penalty: 4888.720215
	Iteration 24Q: 3 clusters Score -1641595 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1641608.250000 Penalty: 4888.720215
	Iteration 25Q: 3 clusters Score -1641608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1641622.375000 Penalty: 4888.720215
	Iteration 26Q: 3 clusters Score -1641622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1641637.000000 Penalty: 4888.720215
	Iteration 27Q: 3 clusters Score -1641637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1641652.875000 Penalty: 4888.720215
	Iteration 28Q: 3 clusters Score -1641653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1641663.875000 Penalty: 4888.720215
	Iteration 29Q: 3 clusters Score -1641664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1641676.500000 Penalty: 4888.720215
	Iteration 30Q: 3 clusters Score -1641676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1641684.875000 Penalty: 4888.720215
	Iteration 31Q: 3 clusters Score -1641685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1641697.000000 Penalty: 4888.720215
	Iteration 32Q: 3 clusters Score -1641697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1641701.750000 Penalty: 4888.720215
	Iteration 33Q: 3 clusters Score -1641702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1641703.375000 Penalty: 4888.720215
	Iteration 34Q: 3 clusters Score -1641703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1641709.750000 Penalty: 4888.720215
	Iteration 35Q: 3 clusters Score -1641710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1641716.125000 Penalty: 4888.720215
	Iteration 36Q: 3 clusters Score -1641716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1641716.250000 Penalty: 4888.720215
	Iteration 37Q: 3 clusters Score -1641716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1641721.125000 Penalty: 4888.720215
	Iteration 38Q: 3 clusters Score -1641721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1641718.625000 Penalty: 4888.720215
	Iteration 39Q: 3 clusters Score -1641719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1641723.625000 Penalty: 4888.720215
	Iteration 40F: 3 clusters Score -1641724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1641727.250000 Penalty: 4888.720215
	Iteration 41Q: 3 clusters Score -1641727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1641730.875000 Penalty: 4888.720215
	Iteration 42Q: 3 clusters Score -1641731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1641731.250000 Penalty: 4888.720215
	Iteration 43Q: 3 clusters Score -1641731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1641729.625000 Penalty: 4888.720215
	Iteration 44Q: 3 clusters Score -1641730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1641732.250000 Penalty: 4888.720215
	Iteration 45Q: 3 clusters Score -1641732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1641734.625000 Penalty: 4888.720215
	Iteration 46Q: 3 clusters Score -1641735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1641732.125000 Penalty: 4888.720215
	Iteration 47Q: 3 clusters Score -1641732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1641733.000000 Penalty: 4888.720215
	Iteration 48Q: 3 clusters Score -1641733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1641731.625000 Penalty: 4888.720215
	Iteration 49Q: 3 clusters Score -1641732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1641730.375000 Penalty: 4888.720215
	Iteration 50Q: 3 clusters Score -1641730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1641732.625000 Penalty: 4888.720215
	Iteration 51Q: 3 clusters Score -1641733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1641735.000000 Penalty: 4888.720215
	Iteration 52Q: 3 clusters Score -1641735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1641737.375000 Penalty: 4888.720215
	Iteration 53Q: 3 clusters Score -1641737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1641740.250000 Penalty: 4888.720215
	Iteration 54Q: 3 clusters Score -1641740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1641743.875000 Penalty: 4888.720215
	Iteration 55Q: 3 clusters Score -1641744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1641743.625000 Penalty: 4888.720215
	Iteration 56Q: 3 clusters Score -1641744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1641743.000000 Penalty: 4888.720215
	Iteration 57Q: 3 clusters Score -1641743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1641744.375000 Penalty: 4888.720215
	Iteration 58Q: 3 clusters Score -1641744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1641745.250000 Penalty: 4888.720215
	Iteration 59Q: 3 clusters Score -1641745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1641747.750000 Penalty: 4888.720215
	Iteration 60F: 3 clusters Score -1641748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1641746.625000 Penalty: 4888.720215
	Iteration 61Q: 3 clusters Score -1641747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1641748.125000 Penalty: 4888.720215
	Iteration 62Q: 3 clusters Score -1641748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1641752.125000 Penalty: 4888.720215
	Iteration 63Q: 3 clusters Score -1641752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1641750.625000 Penalty: 4888.720215
	Iteration 64Q: 3 clusters Score -1641751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1641748.500000 Penalty: 4888.720215
	Iteration 65Q: 3 clusters Score -1641748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1641748.875000 Penalty: 4888.720215
	Iteration 66Q: 3 clusters Score -1641749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1641747.500000 Penalty: 4888.720215
	Iteration 67Q: 3 clusters Score -1641748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1641751.250000 Penalty: 4888.720215
	Iteration 68Q: 3 clusters Score -1641751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1641748.500000 Penalty: 4888.720215
	Iteration 69Q: 3 clusters Score -1641748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1641748.500000 Penalty: 4888.720215
	Iteration 70Q: 3 clusters Score -1641748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1641747.875000 Penalty: 4888.720215
	Iteration 71Q: 3 clusters Score -1641748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1641750.125000 Penalty: 4888.720215
	Iteration 72Q: 3 clusters Score -1641750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1641753.375000 Penalty: 4888.720215
	Iteration 73Q: 3 clusters Score -1641753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1641755.500000 Penalty: 4888.720215
	Iteration 74Q: 3 clusters Score -1641756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1641754.125000 Penalty: 4888.720215
	Iteration 75Q: 3 clusters Score -1641754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1641756.625000 Penalty: 4888.720215
	Iteration 76Q: 3 clusters Score -1641757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1641758.375000 Penalty: 4888.720215
	Iteration 77Q: 3 clusters Score -1641758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1641757.875000 Penalty: 4888.720215
	Iteration 78Q: 3 clusters Score -1641758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1641756.500000 Penalty: 4888.720215
	Iteration 79Q: 3 clusters Score -1641756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1641757.000000 Penalty: 4888.720215
	Iteration 80F: 3 clusters Score -1641757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1641757.625000 Penalty: 4888.720215
	Iteration 81Q: 3 clusters Score -1641758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1641755.375000 Penalty: 4888.720215
	Iteration 82Q: 3 clusters Score -1641755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1641754.500000 Penalty: 4888.720215
	Iteration 83Q: 3 clusters Score -1641754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1641753.375000 Penalty: 4888.720215
	Iteration 84Q: 3 clusters Score -1641753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1641752.875000 Penalty: 4888.720215
	Iteration 85Q: 3 clusters Score -1641753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1641753.500000 Penalty: 4888.720215
	Iteration 86Q: 3 clusters Score -1641754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1641755.375000 Penalty: 4888.720215
	Iteration 87Q: 3 clusters Score -1641755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1641755.375000 Penalty: 4888.720215
	Iteration 88F: 3 clusters Score -1641755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -351929.125000 Penalty: 2075.436035
	Iteration 0F: 2 clusters Score -351929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -347884.000000 Penalty: 4150.872070
	Iteration 0F: 3 clusters Score -347884 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -348911.781250 Penalty: 4150.872070
	Iteration 1F: 3 clusters Score -348911.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -349278.000000 Penalty: 4150.872070
	Iteration 2F: 3 clusters Score -349278 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -349657.218750 Penalty: 4150.872070
	Iteration 3F: 3 clusters Score -349657.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -350162.312500 Penalty: 4150.872070
	Iteration 4F: 3 clusters Score -350162.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -350940.781250 Penalty: 4150.872070
	Iteration 5F: 3 clusters Score -350940.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -351722.000000 Penalty: 4150.872070
	Iteration 6F: 3 clusters Score -351722 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -352107.531250 Penalty: 4150.872070
	Iteration 7F: 3 clusters Score -352107.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -352249.343750 Penalty: 4150.872070
	Iteration 8Q: 3 clusters Score -352249.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -352284.187500 Penalty: 4150.872070
	Iteration 9Q: 3 clusters Score -352284.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -352300.375000 Penalty: 4150.872070
	Iteration 10Q: 3 clusters Score -352300.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -352322.406250 Penalty: 4150.872070
	Iteration 11Q: 3 clusters Score -352322.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -352341.531250 Penalty: 4150.872070
	Iteration 12Q: 3 clusters Score -352341.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -352359.593750 Penalty: 4150.872070
	Iteration 13Q: 3 clusters Score -352359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -352381.500000 Penalty: 4150.872070
	Iteration 14Q: 3 clusters Score -352381.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -352414.062500 Penalty: 4150.872070
	Iteration 15Q: 3 clusters Score -352414.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -352467.187500 Penalty: 4150.872070
	Iteration 16Q: 3 clusters Score -352467.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -352569.656250 Penalty: 4150.872070
	Iteration 17Q: 3 clusters Score -352569.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -352795.093750 Penalty: 4150.872070
	Iteration 18Q: 3 clusters Score -352795.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -353123.062500 Penalty: 4150.872070
	Iteration 19Q: 3 clusters Score -353123.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -353229.406250 Penalty: 4150.872070
	Iteration 20F: 3 clusters Score -353229.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -353255.406250 Penalty: 4150.872070
	Iteration 21Q: 3 clusters Score -353255.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -353260.281250 Penalty: 4150.872070
	Iteration 22Q: 3 clusters Score -353260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -353260.812500 Penalty: 4150.872070
	Iteration 23Q: 3 clusters Score -353260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -353261.500000 Penalty: 4150.872070
	Iteration 24Q: 3 clusters Score -353261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -353261.500000 Penalty: 4150.872070
	Iteration 25F: 3 clusters Score -353261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26481 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101501 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 68190 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 1235 members 
Mstep: Class 31 contains 7610 members 
Mstep: Class 32 contains 25513 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29345 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 6750 members 
Mstep: Class 37 contains 3075 members 
Entering Unmasked Estep 
Score: -112998216.000000 Penalty: 129393.078125
Splitting cluster 30 changes total score from -112998416.000000 to -112998216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -650628.250000 Penalty: 2216.430176
	Iteration 0F: 2 clusters Score -650628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -644523.375000 Penalty: 4432.860352
	Iteration 0F: 3 clusters Score -644523.4 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -646207.625000 Penalty: 4432.860352
	Iteration 1F: 3 clusters Score -646207.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -646484.500000 Penalty: 4432.860352
	Iteration 2F: 3 clusters Score -646484.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -646653.000000 Penalty: 4432.860352
	Iteration 3F: 3 clusters Score -646653 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -646802.500000 Penalty: 4432.860352
	Iteration 4Q: 3 clusters Score -646802.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -646963.750000 Penalty: 4432.860352
	Iteration 5Q: 3 clusters Score -646963.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -647142.375000 Penalty: 4432.860352
	Iteration 6Q: 3 clusters Score -647142.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -647302.937500 Penalty: 4432.860352
	Iteration 7Q: 3 clusters Score -647302.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -647539.562500 Penalty: 4432.860352
	Iteration 8Q: 3 clusters Score -647539.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -647845.812500 Penalty: 4432.860352
	Iteration 9F: 3 clusters Score -647845.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -648173.187500 Penalty: 4432.860352
	Iteration 10F: 3 clusters Score -648173.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -648560.000000 Penalty: 4432.860352
	Iteration 11F: 3 clusters Score -648560 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -648942.812500 Penalty: 4432.860352
	Iteration 12F: 3 clusters Score -648942.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -649277.750000 Penalty: 4432.860352
	Iteration 13Q: 3 clusters Score -649277.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -649536.500000 Penalty: 4432.860352
	Iteration 14Q: 3 clusters Score -649536.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -649736.000000 Penalty: 4432.860352
	Iteration 15Q: 3 clusters Score -649736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -649828.812500 Penalty: 4432.860352
	Iteration 16Q: 3 clusters Score -649828.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -649892.312500 Penalty: 4432.860352
	Iteration 17Q: 3 clusters Score -649892.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -649948.250000 Penalty: 4432.860352
	Iteration 18Q: 3 clusters Score -649948.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -649977.937500 Penalty: 4432.860352
	Iteration 19Q: 3 clusters Score -649977.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -649991.875000 Penalty: 4432.860352
	Iteration 20F: 3 clusters Score -649991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -649999.750000 Penalty: 4432.860352
	Iteration 21Q: 3 clusters Score -649999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -650004.187500 Penalty: 4432.860352
	Iteration 22Q: 3 clusters Score -650004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -650006.625000 Penalty: 4432.860352
	Iteration 23Q: 3 clusters Score -650006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -650007.562500 Penalty: 4432.860352
	Iteration 24Q: 3 clusters Score -650007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -650007.562500 Penalty: 4432.860352
	Iteration 25F: 3 clusters Score -650007.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Entering Unmasked Estep 
Score: -2211892.750000 Penalty: 2516.441895
	Iteration 0F: 2 clusters Score -2211893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2194274.250000 Penalty: 5032.883789
	Iteration 0F: 3 clusters Score -2194274 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2200360.750000 Penalty: 5032.883789
	Iteration 1F: 3 clusters Score -2200361 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2200785.000000 Penalty: 5032.883789
	Iteration 2Q: 3 clusters Score -2200785 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2201175.750000 Penalty: 5032.883789
	Iteration 3Q: 3 clusters Score -2201176 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2201573.750000 Penalty: 5032.883789
	Iteration 4Q: 3 clusters Score -2201574 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2201985.750000 Penalty: 5032.883789
	Iteration 5Q: 3 clusters Score -2201986 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2202464.250000 Penalty: 5032.883789
	Iteration 6Q: 3 clusters Score -2202464 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2203041.000000 Penalty: 5032.883789
	Iteration 7Q: 3 clusters Score -2203041 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2203727.000000 Penalty: 5032.883789
	Iteration 8Q: 3 clusters Score -2203727 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2204585.000000 Penalty: 5032.883789
	Iteration 9F: 3 clusters Score -2204585 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2205658.500000 Penalty: 5032.883789
	Iteration 10F: 3 clusters Score -2205658 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2206783.750000 Penalty: 5032.883789
	Iteration 11F: 3 clusters Score -2206784 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2207754.750000 Penalty: 5032.883789
	Iteration 12Q: 3 clusters Score -2207755 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2208472.500000 Penalty: 5032.883789
	Iteration 13Q: 3 clusters Score -2208472 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2208920.500000 Penalty: 5032.883789
	Iteration 14Q: 3 clusters Score -2208920 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2209284.250000 Penalty: 5032.883789
	Iteration 15Q: 3 clusters Score -2209284 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2209572.250000 Penalty: 5032.883789
	Iteration 16Q: 3 clusters Score -2209572 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2209848.500000 Penalty: 5032.883789
	Iteration 17Q: 3 clusters Score -2209848 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2210084.500000 Penalty: 5032.883789
	Iteration 18Q: 3 clusters Score -2210084 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2210250.750000 Penalty: 5032.883789
	Iteration 19Q: 3 clusters Score -2210251 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2210377.750000 Penalty: 5032.883789
	Iteration 20F: 3 clusters Score -2210378 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2210438.750000 Penalty: 5032.883789
	Iteration 21Q: 3 clusters Score -2210439 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2210492.750000 Penalty: 5032.883789
	Iteration 22Q: 3 clusters Score -2210493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2210521.000000 Penalty: 5032.883789
	Iteration 23Q: 3 clusters Score -2210521 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2210543.000000 Penalty: 5032.883789
	Iteration 24Q: 3 clusters Score -2210543 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2210561.250000 Penalty: 5032.883789
	Iteration 25Q: 3 clusters Score -2210561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2210565.500000 Penalty: 5032.883789
	Iteration 26Q: 3 clusters Score -2210566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2210582.500000 Penalty: 5032.883789
	Iteration 27Q: 3 clusters Score -2210582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2210592.750000 Penalty: 5032.883789
	Iteration 28Q: 3 clusters Score -2210593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2210595.000000 Penalty: 5032.883789
	Iteration 29Q: 3 clusters Score -2210595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2210603.250000 Penalty: 5032.883789
	Iteration 30Q: 3 clusters Score -2210603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2210597.250000 Penalty: 5032.883789
	Iteration 31Q: 3 clusters Score -2210597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2210605.250000 Penalty: 5032.883789
	Iteration 32Q: 3 clusters Score -2210605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2210608.500000 Penalty: 5032.883789
	Iteration 33Q: 3 clusters Score -2210608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2210605.000000 Penalty: 5032.883789
	Iteration 34Q: 3 clusters Score -2210605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2210604.250000 Penalty: 5032.883789
	Iteration 35Q: 3 clusters Score -2210604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2210612.250000 Penalty: 5032.883789
	Iteration 36Q: 3 clusters Score -2210612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2210615.250000 Penalty: 5032.883789
	Iteration 37Q: 3 clusters Score -2210615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2210612.750000 Penalty: 5032.883789
	Iteration 38Q: 3 clusters Score -2210613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2210612.000000 Penalty: 5032.883789
	Iteration 39Q: 3 clusters Score -2210612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2210614.500000 Penalty: 5032.883789
	Iteration 40F: 3 clusters Score -2210614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2210622.250000 Penalty: 5032.883789
	Iteration 41Q: 3 clusters Score -2210622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2210621.250000 Penalty: 5032.883789
	Iteration 42Q: 3 clusters Score -2210621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2210622.250000 Penalty: 5032.883789
	Iteration 43Q: 3 clusters Score -2210622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2210620.500000 Penalty: 5032.883789
	Iteration 44Q: 3 clusters Score -2210620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2210624.250000 Penalty: 5032.883789
	Iteration 45Q: 3 clusters Score -2210624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2210622.500000 Penalty: 5032.883789
	Iteration 46Q: 3 clusters Score -2210622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2210627.000000 Penalty: 5032.883789
	Iteration 47Q: 3 clusters Score -2210627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2210623.250000 Penalty: 5032.883789
	Iteration 48Q: 3 clusters Score -2210623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2210623.500000 Penalty: 5032.883789
	Iteration 49Q: 3 clusters Score -2210624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2210627.750000 Penalty: 5032.883789
	Iteration 50Q: 3 clusters Score -2210628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2210628.250000 Penalty: 5032.883789
	Iteration 51Q: 3 clusters Score -2210628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2210628.000000 Penalty: 5032.883789
	Iteration 52Q: 3 clusters Score -2210628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2210628.000000 Penalty: 5032.883789
	Iteration 53F: 3 clusters Score -2210628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -216932.406250 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -216932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -213982.421875 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -213982.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -214592.296875 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -214592.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -214729.921875 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -214729.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -214804.109375 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -214804.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -214859.703125 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -214859.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -214901.171875 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -214901.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -214934.703125 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -214934.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -214964.875000 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -214964.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -214992.328125 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -214992.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -215035.296875 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -215035.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -215075.750000 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -215075.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -215107.921875 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -215107.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -215145.625000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -215145.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -215184.218750 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -215184.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -215220.968750 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -215221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -215258.062500 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -215258.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -215296.562500 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -215296.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -215328.765625 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -215328.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -215350.093750 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -215350.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -215369.812500 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -215369.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -215386.781250 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -215386.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -215400.875000 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -215400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -215412.140625 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -215412.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -215422.656250 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -215422.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -215433.156250 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -215433.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -215443.515625 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -215443.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -215453.468750 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -215453.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -215463.859375 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -215463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -215476.234375 Penalty: 3898.843262
	Iteration 28Q: 3 clusters Score -215476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -215483.703125 Penalty: 3898.843262
	Iteration 29Q: 3 clusters Score -215483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -215490.546875 Penalty: 3898.843262
	Iteration 30Q: 3 clusters Score -215490.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -215501.781250 Penalty: 3898.843262
	Iteration 31Q: 3 clusters Score -215501.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -215512.718750 Penalty: 3898.843262
	Iteration 32Q: 3 clusters Score -215512.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -215517.828125 Penalty: 3898.843262
	Iteration 33Q: 3 clusters Score -215517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -215524.859375 Penalty: 3898.843262
	Iteration 34Q: 3 clusters Score -215524.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -215533.000000 Penalty: 3898.843262
	Iteration 35Q: 3 clusters Score -215533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -215539.609375 Penalty: 3898.843262
	Iteration 36Q: 3 clusters Score -215539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -215544.906250 Penalty: 3898.843262
	Iteration 37Q: 3 clusters Score -215544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -215551.109375 Penalty: 3898.843262
	Iteration 38Q: 3 clusters Score -215551.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -215556.390625 Penalty: 3898.843262
	Iteration 39Q: 3 clusters Score -215556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -215559.625000 Penalty: 3898.843262
	Iteration 40F: 3 clusters Score -215559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -215562.890625 Penalty: 3898.843262
	Iteration 41Q: 3 clusters Score -215562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -215564.625000 Penalty: 3898.843262
	Iteration 42Q: 3 clusters Score -215564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -215568.734375 Penalty: 3898.843262
	Iteration 43Q: 3 clusters Score -215568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -215573.046875 Penalty: 3898.843262
	Iteration 44Q: 3 clusters Score -215573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -215573.937500 Penalty: 3898.843262
	Iteration 45Q: 3 clusters Score -215573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -215574.421875 Penalty: 3898.843262
	Iteration 46Q: 3 clusters Score -215574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -215575.875000 Penalty: 3898.843262
	Iteration 47Q: 3 clusters Score -215575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -215576.140625 Penalty: 3898.843262
	Iteration 48Q: 3 clusters Score -215576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -215576.140625 Penalty: 3898.843262
	Iteration 49F: 3 clusters Score -215576.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Entering Unmasked Estep 
Score: -2580875.250000 Penalty: 2551.145752
	Iteration 0F: 2 clusters Score -2580875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2560672.750000 Penalty: 5102.291504
	Iteration 0F: 3 clusters Score -2560673 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2567980.250000 Penalty: 5102.291504
	Iteration 1F: 3 clusters Score -2567980 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2568433.500000 Penalty: 5102.291504
	Iteration 2Q: 3 clusters Score -2568434 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2568981.500000 Penalty: 5102.291504
	Iteration 3Q: 3 clusters Score -2568982 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2569818.750000 Penalty: 5102.291504
	Iteration 4Q: 3 clusters Score -2569819 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2571071.000000 Penalty: 5102.291504
	Iteration 5F: 3 clusters Score -2571071 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2572627.000000 Penalty: 5102.291504
	Iteration 6F: 3 clusters Score -2572627 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2574282.750000 Penalty: 5102.291504
	Iteration 7F: 3 clusters Score -2574283 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2575621.250000 Penalty: 5102.291504
	Iteration 8F: 3 clusters Score -2575621 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2576584.250000 Penalty: 5102.291504
	Iteration 9F: 3 clusters Score -2576584 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2577219.750000 Penalty: 5102.291504
	Iteration 10Q: 3 clusters Score -2577220 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2577671.000000 Penalty: 5102.291504
	Iteration 11Q: 3 clusters Score -2577671 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2578044.500000 Penalty: 5102.291504
	Iteration 12Q: 3 clusters Score -2578044 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2578340.000000 Penalty: 5102.291504
	Iteration 13Q: 3 clusters Score -2578340 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2578551.500000 Penalty: 5102.291504
	Iteration 14Q: 3 clusters Score -2578552 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2578688.000000 Penalty: 5102.291504
	Iteration 15Q: 3 clusters Score -2578688 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2578789.250000 Penalty: 5102.291504
	Iteration 16Q: 3 clusters Score -2578789 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2578870.000000 Penalty: 5102.291504
	Iteration 17Q: 3 clusters Score -2578870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2578911.500000 Penalty: 5102.291504
	Iteration 18Q: 3 clusters Score -2578912 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2578947.500000 Penalty: 5102.291504
	Iteration 19Q: 3 clusters Score -2578948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2578965.000000 Penalty: 5102.291504
	Iteration 20F: 3 clusters Score -2578965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2578977.000000 Penalty: 5102.291504
	Iteration 21Q: 3 clusters Score -2578977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2578987.250000 Penalty: 5102.291504
	Iteration 22Q: 3 clusters Score -2578987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2578994.250000 Penalty: 5102.291504
	Iteration 23Q: 3 clusters Score -2578994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2579006.000000 Penalty: 5102.291504
	Iteration 24Q: 3 clusters Score -2579006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2579011.500000 Penalty: 5102.291504
	Iteration 25Q: 3 clusters Score -2579012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2579006.750000 Penalty: 5102.291504
	Iteration 26Q: 3 clusters Score -2579007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2579013.500000 Penalty: 5102.291504
	Iteration 27Q: 3 clusters Score -2579014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2579016.000000 Penalty: 5102.291504
	Iteration 28Q: 3 clusters Score -2579016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2579022.500000 Penalty: 5102.291504
	Iteration 29Q: 3 clusters Score -2579022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2579018.000000 Penalty: 5102.291504
	Iteration 30Q: 3 clusters Score -2579018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2579018.500000 Penalty: 5102.291504
	Iteration 31Q: 3 clusters Score -2579018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2579018.750000 Penalty: 5102.291504
	Iteration 32Q: 3 clusters Score -2579019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2579018.000000 Penalty: 5102.291504
	Iteration 33Q: 3 clusters Score -2579018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2579019.750000 Penalty: 5102.291504
	Iteration 34Q: 3 clusters Score -2579020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2579022.250000 Penalty: 5102.291504
	Iteration 35Q: 3 clusters Score -2579022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2579024.750000 Penalty: 5102.291504
	Iteration 36Q: 3 clusters Score -2579025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2579022.000000 Penalty: 5102.291504
	Iteration 37Q: 3 clusters Score -2579022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2579021.000000 Penalty: 5102.291504
	Iteration 38Q: 3 clusters Score -2579021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2579025.000000 Penalty: 5102.291504
	Iteration 39Q: 3 clusters Score -2579025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2579023.500000 Penalty: 5102.291504
	Iteration 40F: 3 clusters Score -2579024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2579021.250000 Penalty: 5102.291504
	Iteration 41Q: 3 clusters Score -2579021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2579021.250000 Penalty: 5102.291504
	Iteration 42Q: 3 clusters Score -2579021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2579021.250000 Penalty: 5102.291504
	Iteration 43F: 3 clusters Score -2579021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Entering Unmasked Estep 
Score: -617268.812500 Penalty: 2208.247070
	Iteration 0F: 2 clusters Score -617268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -611313.125000 Penalty: 4416.494141
	Iteration 0F: 3 clusters Score -611313.1 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -612933.375000 Penalty: 4416.494141
	Iteration 1F: 3 clusters Score -612933.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -613263.562500 Penalty: 4416.494141
	Iteration 2F: 3 clusters Score -613263.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -613511.875000 Penalty: 4416.494141
	Iteration 3F: 3 clusters Score -613511.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -613731.125000 Penalty: 4416.494141
	Iteration 4Q: 3 clusters Score -613731.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -613916.875000 Penalty: 4416.494141
	Iteration 5Q: 3 clusters Score -613916.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -614134.875000 Penalty: 4416.494141
	Iteration 6Q: 3 clusters Score -614134.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -614364.312500 Penalty: 4416.494141
	Iteration 7Q: 3 clusters Score -614364.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -614563.000000 Penalty: 4416.494141
	Iteration 8Q: 3 clusters Score -614563 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -614733.000000 Penalty: 4416.494141
	Iteration 9Q: 3 clusters Score -614733 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -614886.312500 Penalty: 4416.494141
	Iteration 10Q: 3 clusters Score -614886.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -615047.562500 Penalty: 4416.494141
	Iteration 11Q: 3 clusters Score -615047.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -615202.937500 Penalty: 4416.494141
	Iteration 12Q: 3 clusters Score -615202.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -615339.312500 Penalty: 4416.494141
	Iteration 13Q: 3 clusters Score -615339.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -615470.500000 Penalty: 4416.494141
	Iteration 14Q: 3 clusters Score -615470.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -615558.562500 Penalty: 4416.494141
	Iteration 15Q: 3 clusters Score -615558.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -615611.375000 Penalty: 4416.494141
	Iteration 16Q: 3 clusters Score -615611.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -615648.562500 Penalty: 4416.494141
	Iteration 17Q: 3 clusters Score -615648.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -615679.437500 Penalty: 4416.494141
	Iteration 18Q: 3 clusters Score -615679.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -615695.062500 Penalty: 4416.494141
	Iteration 19Q: 3 clusters Score -615695.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -615706.312500 Penalty: 4416.494141
	Iteration 20F: 3 clusters Score -615706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -615711.875000 Penalty: 4416.494141
	Iteration 21Q: 3 clusters Score -615711.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -615719.625000 Penalty: 4416.494141
	Iteration 22Q: 3 clusters Score -615719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -615725.937500 Penalty: 4416.494141
	Iteration 23Q: 3 clusters Score -615725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -615732.062500 Penalty: 4416.494141
	Iteration 24Q: 3 clusters Score -615732.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -615738.750000 Penalty: 4416.494141
	Iteration 25Q: 3 clusters Score -615738.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -615742.875000 Penalty: 4416.494141
	Iteration 26Q: 3 clusters Score -615742.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -615753.000000 Penalty: 4416.494141
	Iteration 27Q: 3 clusters Score -615753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -615765.250000 Penalty: 4416.494141
	Iteration 28Q: 3 clusters Score -615765.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -615781.500000 Penalty: 4416.494141
	Iteration 29Q: 3 clusters Score -615781.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -615794.375000 Penalty: 4416.494141
	Iteration 30Q: 3 clusters Score -615794.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -615804.687500 Penalty: 4416.494141
	Iteration 31Q: 3 clusters Score -615804.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -615812.750000 Penalty: 4416.494141
	Iteration 32Q: 3 clusters Score -615812.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -615824.375000 Penalty: 4416.494141
	Iteration 33Q: 3 clusters Score -615824.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -615832.312500 Penalty: 4416.494141
	Iteration 34Q: 3 clusters Score -615832.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -615836.812500 Penalty: 4416.494141
	Iteration 35Q: 3 clusters Score -615836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -615836.812500 Penalty: 4416.494141
	Iteration 36Q: 3 clusters Score -615836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -615839.062500 Penalty: 4416.494141
	Iteration 37Q: 3 clusters Score -615839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -615839.500000 Penalty: 4416.494141
	Iteration 38Q: 3 clusters Score -615839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -615842.000000 Penalty: 4416.494141
	Iteration 39Q: 3 clusters Score -615842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -615845.187500 Penalty: 4416.494141
	Iteration 40F: 3 clusters Score -615845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -615845.750000 Penalty: 4416.494141
	Iteration 41Q: 3 clusters Score -615845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -615846.000000 Penalty: 4416.494141
	Iteration 42Q: 3 clusters Score -615846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -615846.500000 Penalty: 4416.494141
	Iteration 43Q: 3 clusters Score -615846.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -615847.875000 Penalty: 4416.494141
	Iteration 44Q: 3 clusters Score -615847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -615847.875000 Penalty: 4416.494141
	Iteration 45Q: 3 clusters Score -615847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -615849.125000 Penalty: 4416.494141
	Iteration 46Q: 3 clusters Score -615849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -615849.125000 Penalty: 4416.494141
	Iteration 47Q: 3 clusters Score -615849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -615849.125000 Penalty: 4416.494141
	Iteration 48F: 3 clusters Score -615849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Entering Unmasked Estep 
Score: -569446.250000 Penalty: 2186.689941
	Iteration 0F: 2 clusters Score -569446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -563845.500000 Penalty: 4373.379883
	Iteration 0F: 3 clusters Score -563845.5 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -565372.687500 Penalty: 4373.379883
	Iteration 1F: 3 clusters Score -565372.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -565770.062500 Penalty: 4373.379883
	Iteration 2F: 3 clusters Score -565770.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -566289.937500 Penalty: 4373.379883
	Iteration 3F: 3 clusters Score -566289.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -566897.937500 Penalty: 4373.379883
	Iteration 4F: 3 clusters Score -566897.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -567509.187500 Penalty: 4373.379883
	Iteration 5F: 3 clusters Score -567509.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -568026.312500 Penalty: 4373.379883
	Iteration 6F: 3 clusters Score -568026.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -568448.812500 Penalty: 4373.379883
	Iteration 7F: 3 clusters Score -568448.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -568754.812500 Penalty: 4373.379883
	Iteration 8Q: 3 clusters Score -568754.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -568943.875000 Penalty: 4373.379883
	Iteration 9Q: 3 clusters Score -568943.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -569059.375000 Penalty: 4373.379883
	Iteration 10Q: 3 clusters Score -569059.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -569144.312500 Penalty: 4373.379883
	Iteration 11Q: 3 clusters Score -569144.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -569198.437500 Penalty: 4373.379883
	Iteration 12Q: 3 clusters Score -569198.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -569231.687500 Penalty: 4373.379883
	Iteration 13Q: 3 clusters Score -569231.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -569264.750000 Penalty: 4373.379883
	Iteration 14Q: 3 clusters Score -569264.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -569308.312500 Penalty: 4373.379883
	Iteration 15Q: 3 clusters Score -569308.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -569342.937500 Penalty: 4373.379883
	Iteration 16Q: 3 clusters Score -569342.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -569360.562500 Penalty: 4373.379883
	Iteration 17Q: 3 clusters Score -569360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -569376.875000 Penalty: 4373.379883
	Iteration 18Q: 3 clusters Score -569376.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -569399.000000 Penalty: 4373.379883
	Iteration 19Q: 3 clusters Score -569399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -569425.625000 Penalty: 4373.379883
	Iteration 20F: 3 clusters Score -569425.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -569457.750000 Penalty: 4373.379883
	Iteration 21Q: 3 clusters Score -569457.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -569486.375000 Penalty: 4373.379883
	Iteration 22Q: 3 clusters Score -569486.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -569507.375000 Penalty: 4373.379883
	Iteration 23Q: 3 clusters Score -569507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -569530.312500 Penalty: 4373.379883
	Iteration 24Q: 3 clusters Score -569530.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -569554.062500 Penalty: 4373.379883
	Iteration 25Q: 3 clusters Score -569554.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -569578.250000 Penalty: 4373.379883
	Iteration 26Q: 3 clusters Score -569578.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -569598.375000 Penalty: 4373.379883
	Iteration 27Q: 3 clusters Score -569598.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -569616.312500 Penalty: 4373.379883
	Iteration 28Q: 3 clusters Score -569616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -569625.500000 Penalty: 4373.379883
	Iteration 29Q: 3 clusters Score -569625.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -569635.562500 Penalty: 4373.379883
	Iteration 30Q: 3 clusters Score -569635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -569643.187500 Penalty: 4373.379883
	Iteration 31Q: 3 clusters Score -569643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -569647.687500 Penalty: 4373.379883
	Iteration 32Q: 3 clusters Score -569647.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -569654.812500 Penalty: 4373.379883
	Iteration 33Q: 3 clusters Score -569654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -569666.312500 Penalty: 4373.379883
	Iteration 34Q: 3 clusters Score -569666.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -569673.187500 Penalty: 4373.379883
	Iteration 35Q: 3 clusters Score -569673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -569678.062500 Penalty: 4373.379883
	Iteration 36Q: 3 clusters Score -569678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -569680.312500 Penalty: 4373.379883
	Iteration 37Q: 3 clusters Score -569680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -569679.187500 Penalty: 4373.379883
	Iteration 38Q: 3 clusters Score -569679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -569680.937500 Penalty: 4373.379883
	Iteration 39Q: 3 clusters Score -569680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -569680.937500 Penalty: 4373.379883
	Iteration 40F: 3 clusters Score -569680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26481 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101501 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 68190 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7610 members 
Mstep: Class 32 contains 25513 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29345 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 6019 members 
Mstep: Class 37 contains 731 members 
Entering Unmasked Estep 
Score: -112997280.000000 Penalty: 129393.078125
Splitting cluster 36 changes total score from -112998416.000000 to -112997280.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411817 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 26481 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 9969 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 101501 members 
Mstep: Class 12 contains 5191 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35560 members 
Mstep: Class 20 contains 7252 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16722 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 1902 members 
Mstep: Class 26 contains 68190 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 4992 members 
Mstep: Class 29 contains 19078 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7610 members 
Mstep: Class 32 contains 25513 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29345 members 
Mstep: Class 35 contains 7363 members 
Mstep: Class 36 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998512.000000 Penalty: 125895.968750
Iteration 119Q: 37 clusters Score -1.129985e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411819 members 
Mstep: Class 2 contains 51562 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 5 contains 26484 members 
Mstep: Class 6 contains 18145 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 9986 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 6131 members 
Mstep: Class 11 contains 101513 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 11176 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333787 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35579 members 
Mstep: Class 20 contains 7255 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 16719 members 
Mstep: Class 23 contains 14879 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 1899 members 
Mstep: Class 26 contains 67864 members 
Mstep: Class 27 contains 7693 members 
Mstep: Class 28 contains 5039 members 
Mstep: Class 29 contains 19049 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7618 members 
Mstep: Class 32 contains 25494 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29552 members 
Mstep: Class 35 contains 7395 members 
Mstep: Class 36 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998512.000000 Penalty: 125895.968750
Iteration 120F: 37 clusters Score -1.129985e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411816 members 
Mstep: Class 2 contains 51559 members 
Mstep: Class 3 contains 14492 members 
Mstep: Class 4 contains 6622 members 
Mstep: Class 5 contains 26485 members 
Mstep: Class 6 contains 18140 members 
Mstep: Class 7 contains 16286 members 
Mstep: Class 8 contains 9999 members 
Mstep: Class 9 contains 18570 members 
Mstep: Class 10 contains 6135 members 
Mstep: Class 11 contains 101530 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333792 members 
Mstep: Class 16 contains 12191 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35596 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 2235 members 
Mstep: Class 22 contains 16720 members 
Mstep: Class 23 contains 14881 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 1898 members 
Mstep: Class 26 contains 67565 members 
Mstep: Class 27 contains 7687 members 
Mstep: Class 28 contains 5090 members 
Mstep: Class 29 contains 19023 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7621 members 
Mstep: Class 32 contains 25469 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29729 members 
Mstep: Class 35 contains 7425 members 
Mstep: Class 36 contains 6751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998328.000000 Penalty: 125895.968750
Iteration 121Q: 37 clusters Score -1.129983e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411820 members 
Mstep: Class 2 contains 51557 members 
Mstep: Class 3 contains 14496 members 
Mstep: Class 4 contains 6624 members 
Mstep: Class 5 contains 26478 members 
Mstep: Class 6 contains 18141 members 
Mstep: Class 7 contains 16282 members 
Mstep: Class 8 contains 10005 members 
Mstep: Class 9 contains 18573 members 
Mstep: Class 10 contains 6135 members 
Mstep: Class 11 contains 101528 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 11168 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333780 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 10470 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35607 members 
Mstep: Class 20 contains 7262 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 22 contains 16719 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8577 members 
Mstep: Class 25 contains 1897 members 
Mstep: Class 26 contains 67269 members 
Mstep: Class 27 contains 7681 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 19004 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7625 members 
Mstep: Class 32 contains 25455 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 29916 members 
Mstep: Class 35 contains 7459 members 
Mstep: Class 36 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998688.000000 Penalty: 125895.968750
Iteration 122Q: 37 clusters Score -1.129987e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411815 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 18149 members 
Mstep: Class 7 contains 16279 members 
Mstep: Class 8 contains 10016 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 11 contains 101542 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 11158 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333779 members 
Mstep: Class 16 contains 12191 members 
Mstep: Class 17 contains 10525 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35625 members 
Mstep: Class 20 contains 7261 members 
Mstep: Class 21 contains 2233 members 
Mstep: Class 22 contains 16718 members 
Mstep: Class 23 contains 14880 members 
Mstep: Class 24 contains 8573 members 
Mstep: Class 25 contains 1896 members 
Mstep: Class 26 contains 66942 members 
Mstep: Class 27 contains 7679 members 
Mstep: Class 28 contains 5203 members 
Mstep: Class 29 contains 18984 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25437 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 30104 members 
Mstep: Class 35 contains 7493 members 
Mstep: Class 36 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998616.000000 Penalty: 125895.968750
Iteration 123Q: 37 clusters Score -1.129986e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411814 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14499 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18151 members 
Mstep: Class 7 contains 16276 members 
Mstep: Class 8 contains 10019 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 6140 members 
Mstep: Class 11 contains 101552 members 
Mstep: Class 12 contains 5202 members 
Mstep: Class 13 contains 11160 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333790 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35642 members 
Mstep: Class 20 contains 7258 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16716 members 
Mstep: Class 23 contains 14876 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 1895 members 
Mstep: Class 26 contains 66622 members 
Mstep: Class 27 contains 7683 members 
Mstep: Class 28 contains 5264 members 
Mstep: Class 29 contains 18969 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25417 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 30286 members 
Mstep: Class 35 contains 7520 members 
Mstep: Class 36 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998800.000000 Penalty: 125895.968750
Iteration 124Q: 37 clusters Score -1.129988e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411818 members 
Mstep: Class 2 contains 51558 members 
Mstep: Class 3 contains 14514 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 26461 members 
Mstep: Class 6 contains 18148 members 
Mstep: Class 7 contains 16269 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 18559 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 101552 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 11151 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333816 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 10627 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35665 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16717 members 
Mstep: Class 23 contains 14869 members 
Mstep: Class 24 contains 8570 members 
Mstep: Class 25 contains 1894 members 
Mstep: Class 26 contains 66289 members 
Mstep: Class 27 contains 7691 members 
Mstep: Class 28 contains 5325 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 4307 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25404 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 30484 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 6748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998872.000000 Penalty: 125895.968750
Iteration 125Q: 37 clusters Score -1.129989e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411816 members 
Mstep: Class 2 contains 51560 members 
Mstep: Class 3 contains 14544 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 26457 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 18559 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 101566 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 11130 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333834 members 
Mstep: Class 16 contains 12192 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35683 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16729 members 
Mstep: Class 23 contains 14862 members 
Mstep: Class 24 contains 8567 members 
Mstep: Class 25 contains 1891 members 
Mstep: Class 26 contains 65938 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 5393 members 
Mstep: Class 29 contains 18928 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 25390 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 30663 members 
Mstep: Class 35 contains 7557 members 
Mstep: Class 36 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999168.000000 Penalty: 125895.968750
Iteration 126Q: 37 clusters Score -1.129992e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411812 members 
Mstep: Class 2 contains 51560 members 
Mstep: Class 3 contains 14567 members 
Mstep: Class 4 contains 6625 members 
Mstep: Class 5 contains 26453 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 10037 members 
Mstep: Class 9 contains 18555 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 101571 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 11117 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333853 members 
Mstep: Class 16 contains 12191 members 
Mstep: Class 17 contains 10758 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35696 members 
Mstep: Class 20 contains 7262 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16736 members 
Mstep: Class 23 contains 14856 members 
Mstep: Class 24 contains 8561 members 
Mstep: Class 25 contains 1892 members 
Mstep: Class 26 contains 65602 members 
Mstep: Class 27 contains 7699 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 18918 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25370 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 30825 members 
Mstep: Class 35 contains 7582 members 
Mstep: Class 36 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999256.000000 Penalty: 125895.968750
Iteration 127Q: 37 clusters Score -1.129993e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411805 members 
Mstep: Class 2 contains 51561 members 
Mstep: Class 3 contains 14578 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 10043 members 
Mstep: Class 9 contains 18553 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 101563 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333867 members 
Mstep: Class 16 contains 12193 members 
Mstep: Class 17 contains 10830 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35712 members 
Mstep: Class 20 contains 7267 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16748 members 
Mstep: Class 23 contains 14850 members 
Mstep: Class 24 contains 8557 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 65270 members 
Mstep: Class 27 contains 7702 members 
Mstep: Class 28 contains 5533 members 
Mstep: Class 29 contains 18910 members 
Mstep: Class 30 contains 4307 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25354 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 30988 members 
Mstep: Class 35 contains 7595 members 
Mstep: Class 36 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999224.000000 Penalty: 125895.968750
Iteration 128Q: 37 clusters Score -1.129992e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411803 members 
Mstep: Class 2 contains 51562 members 
Mstep: Class 3 contains 14585 members 
Mstep: Class 4 contains 6627 members 
Mstep: Class 5 contains 26443 members 
Mstep: Class 6 contains 18143 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 10048 members 
Mstep: Class 9 contains 18553 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 101577 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333893 members 
Mstep: Class 16 contains 12194 members 
Mstep: Class 17 contains 10897 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 35720 members 
Mstep: Class 20 contains 7272 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16752 members 
Mstep: Class 23 contains 14841 members 
Mstep: Class 24 contains 8559 members 
Mstep: Class 25 contains 1886 members 
Mstep: Class 26 contains 64941 members 
Mstep: Class 27 contains 7709 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 18899 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25340 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 31123 members 
Mstep: Class 35 contains 7608 members 
Mstep: Class 36 contains 6752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999448.000000 Penalty: 125895.968750
Iteration 129Q: 37 clusters Score -1.129994e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411800 members 
Mstep: Class 2 contains 51560 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 5 contains 26443 members 
Mstep: Class 6 contains 18144 members 
Mstep: Class 7 contains 16244 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 18551 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 101564 members 
Mstep: Class 12 contains 5206 members 
Mstep: Class 13 contains 11111 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333927 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 10970 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35727 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16764 members 
Mstep: Class 23 contains 14839 members 
Mstep: Class 24 contains 8560 members 
Mstep: Class 25 contains 1884 members 
Mstep: Class 26 contains 64641 members 
Mstep: Class 27 contains 7716 members 
Mstep: Class 28 contains 5700 members 
Mstep: Class 29 contains 18887 members 
Mstep: Class 30 contains 4301 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25322 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 31227 members 
Mstep: Class 35 contains 7635 members 
Mstep: Class 36 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999672.000000 Penalty: 125895.968750
Iteration 130Q: 37 clusters Score -1.129997e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411802 members 
Mstep: Class 2 contains 51564 members 
Mstep: Class 3 contains 14606 members 
Mstep: Class 4 contains 6631 members 
Mstep: Class 5 contains 26452 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 10041 members 
Mstep: Class 9 contains 18549 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 101566 members 
Mstep: Class 12 contains 5208 members 
Mstep: Class 13 contains 11105 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333952 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 11030 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35730 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16762 members 
Mstep: Class 23 contains 14833 members 
Mstep: Class 24 contains 8551 members 
Mstep: Class 25 contains 1884 members 
Mstep: Class 26 contains 64359 members 
Mstep: Class 27 contains 7717 members 
Mstep: Class 28 contains 5772 members 
Mstep: Class 29 contains 18874 members 
Mstep: Class 30 contains 4302 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25300 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 31346 members 
Mstep: Class 35 contains 7663 members 
Mstep: Class 36 contains 6751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000064.000000 Penalty: 125895.968750
Iteration 131Q: 37 clusters Score -1.130001e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411802 members 
Mstep: Class 2 contains 51566 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 26453 members 
Mstep: Class 6 contains 18149 members 
Mstep: Class 7 contains 16236 members 
Mstep: Class 8 contains 10037 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 101559 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 11097 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333964 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35739 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16766 members 
Mstep: Class 23 contains 14829 members 
Mstep: Class 24 contains 8554 members 
Mstep: Class 25 contains 1883 members 
Mstep: Class 26 contains 64110 members 
Mstep: Class 27 contains 7713 members 
Mstep: Class 28 contains 5853 members 
Mstep: Class 29 contains 18871 members 
Mstep: Class 30 contains 4304 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25280 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 31444 members 
Mstep: Class 35 contains 7678 members 
Mstep: Class 36 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000128.000000 Penalty: 125895.968750
Iteration 132Q: 37 clusters Score -1.130001e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411806 members 
Mstep: Class 2 contains 51567 members 
Mstep: Class 3 contains 14615 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 26457 members 
Mstep: Class 6 contains 18155 members 
Mstep: Class 7 contains 16229 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 18549 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 101558 members 
Mstep: Class 12 contains 5211 members 
Mstep: Class 13 contains 11091 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333979 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35751 members 
Mstep: Class 20 contains 7290 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16776 members 
Mstep: Class 23 contains 14823 members 
Mstep: Class 24 contains 8551 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 63875 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 5932 members 
Mstep: Class 29 contains 18862 members 
Mstep: Class 30 contains 4306 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25268 members 
Mstep: Class 33 contains 2593 members 
Mstep: Class 34 contains 31503 members 
Mstep: Class 35 contains 7700 members 
Mstep: Class 36 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000048.000000 Penalty: 125895.968750
Iteration 133Q: 37 clusters Score -1.13e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411808 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 26459 members 
Mstep: Class 6 contains 18155 members 
Mstep: Class 7 contains 16226 members 
Mstep: Class 8 contains 10044 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 6168 members 
Mstep: Class 11 contains 101565 members 
Mstep: Class 12 contains 5214 members 
Mstep: Class 13 contains 11096 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333964 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 11218 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35754 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16788 members 
Mstep: Class 23 contains 14815 members 
Mstep: Class 24 contains 8544 members 
Mstep: Class 25 contains 1877 members 
Mstep: Class 26 contains 63637 members 
Mstep: Class 27 contains 7701 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 18857 members 
Mstep: Class 30 contains 4309 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25254 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31564 members 
Mstep: Class 35 contains 7706 members 
Mstep: Class 36 contains 6743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000200.000000 Penalty: 125895.968750
Iteration 134Q: 37 clusters Score -1.130002e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411805 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18158 members 
Mstep: Class 7 contains 16223 members 
Mstep: Class 8 contains 10050 members 
Mstep: Class 9 contains 18549 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 101574 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333958 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 11255 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35756 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16792 members 
Mstep: Class 23 contains 14811 members 
Mstep: Class 24 contains 8538 members 
Mstep: Class 25 contains 1878 members 
Mstep: Class 26 contains 63423 members 
Mstep: Class 27 contains 7703 members 
Mstep: Class 28 contains 6122 members 
Mstep: Class 29 contains 18857 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25244 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31615 members 
Mstep: Class 35 contains 7717 members 
Mstep: Class 36 contains 6738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000280.000000 Penalty: 125895.968750
Iteration 135Q: 37 clusters Score -1.130003e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411805 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14640 members 
Mstep: Class 4 contains 6631 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18163 members 
Mstep: Class 7 contains 16220 members 
Mstep: Class 8 contains 10053 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 6175 members 
Mstep: Class 11 contains 101589 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333961 members 
Mstep: Class 16 contains 12197 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35759 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 14807 members 
Mstep: Class 24 contains 8533 members 
Mstep: Class 25 contains 1876 members 
Mstep: Class 26 contains 63241 members 
Mstep: Class 27 contains 7697 members 
Mstep: Class 28 contains 6220 members 
Mstep: Class 29 contains 18848 members 
Mstep: Class 30 contains 4310 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25236 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31640 members 
Mstep: Class 35 contains 7733 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000248.000000 Penalty: 125895.968750
Iteration 136Q: 37 clusters Score -1.130002e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411803 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14638 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18166 members 
Mstep: Class 7 contains 16215 members 
Mstep: Class 8 contains 10056 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 6181 members 
Mstep: Class 11 contains 101609 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 11098 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333970 members 
Mstep: Class 16 contains 12195 members 
Mstep: Class 17 contains 11304 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35762 members 
Mstep: Class 20 contains 7315 members 
Mstep: Class 21 contains 2233 members 
Mstep: Class 22 contains 16809 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 1876 members 
Mstep: Class 26 contains 63059 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 6319 members 
Mstep: Class 29 contains 18835 members 
Mstep: Class 30 contains 4308 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25226 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31672 members 
Mstep: Class 35 contains 7750 members 
Mstep: Class 36 contains 6731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000392.000000 Penalty: 125895.968750
Iteration 137Q: 37 clusters Score -1.130004e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51567 members 
Mstep: Class 3 contains 14637 members 
Mstep: Class 4 contains 6633 members 
Mstep: Class 5 contains 26472 members 
Mstep: Class 6 contains 18169 members 
Mstep: Class 7 contains 16216 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 6192 members 
Mstep: Class 11 contains 101619 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 11091 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 333982 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 35768 members 
Mstep: Class 20 contains 7319 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16811 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8539 members 
Mstep: Class 25 contains 1878 members 
Mstep: Class 26 contains 62903 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18830 members 
Mstep: Class 30 contains 4307 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25222 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31690 members 
Mstep: Class 35 contains 7753 members 
Mstep: Class 36 contains 6727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000416.000000 Penalty: 125895.968750
Iteration 138Q: 37 clusters Score -1.130004e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51566 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 6636 members 
Mstep: Class 5 contains 26474 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16214 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 18546 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 101614 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 11081 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 334001 members 
Mstep: Class 16 contains 12194 members 
Mstep: Class 17 contains 11390 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 35771 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16813 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 8539 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 62759 members 
Mstep: Class 27 contains 7691 members 
Mstep: Class 28 contains 6449 members 
Mstep: Class 29 contains 18825 members 
Mstep: Class 30 contains 4305 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25222 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31696 members 
Mstep: Class 35 contains 7763 members 
Mstep: Class 36 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000440.000000 Penalty: 125895.968750
Iteration 139Q: 37 clusters Score -1.130004e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51567 members 
Mstep: Class 3 contains 14650 members 
Mstep: Class 4 contains 6637 members 
Mstep: Class 5 contains 26472 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 16203 members 
Mstep: Class 8 contains 10062 members 
Mstep: Class 9 contains 18546 members 
Mstep: Class 10 contains 6203 members 
Mstep: Class 11 contains 101618 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 11079 members 
Mstep: Class 14 contains 3772 members 
Mstep: Class 15 contains 333982 members 
Mstep: Class 16 contains 12195 members 
Mstep: Class 17 contains 11430 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 35772 members 
Mstep: Class 20 contains 7324 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16814 members 
Mstep: Class 23 contains 14801 members 
Mstep: Class 24 contains 8538 members 
Mstep: Class 25 contains 1881 members 
Mstep: Class 26 contains 62650 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 6536 members 
Mstep: Class 29 contains 18823 members 
Mstep: Class 30 contains 4301 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25223 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31694 members 
Mstep: Class 35 contains 7765 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000304.000000 Penalty: 125895.968750
Iteration 140F: 37 clusters Score -1.130003e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411793 members 
Mstep: Class 2 contains 51568 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18174 members 
Mstep: Class 7 contains 16201 members 
Mstep: Class 8 contains 10065 members 
Mstep: Class 9 contains 18543 members 
Mstep: Class 10 contains 6206 members 
Mstep: Class 11 contains 101621 members 
Mstep: Class 12 contains 5213 members 
Mstep: Class 13 contains 11081 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 333985 members 
Mstep: Class 16 contains 12195 members 
Mstep: Class 17 contains 11478 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35768 members 
Mstep: Class 20 contains 7329 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16819 members 
Mstep: Class 23 contains 14800 members 
Mstep: Class 24 contains 8539 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 62527 members 
Mstep: Class 27 contains 7687 members 
Mstep: Class 28 contains 6643 members 
Mstep: Class 29 contains 18816 members 
Mstep: Class 30 contains 4300 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25225 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31654 members 
Mstep: Class 35 contains 7768 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000472.000000 Penalty: 125895.968750
Iteration 141Q: 37 clusters Score -1.130005e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411791 members 
Mstep: Class 2 contains 51568 members 
Mstep: Class 3 contains 14663 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 26471 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 16189 members 
Mstep: Class 8 contains 10071 members 
Mstep: Class 9 contains 18541 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 101613 members 
Mstep: Class 12 contains 5214 members 
Mstep: Class 13 contains 11076 members 
Mstep: Class 14 contains 3769 members 
Mstep: Class 15 contains 334013 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 11526 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35768 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16821 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 8535 members 
Mstep: Class 25 contains 1882 members 
Mstep: Class 26 contains 62428 members 
Mstep: Class 27 contains 7682 members 
Mstep: Class 28 contains 6733 members 
Mstep: Class 29 contains 18814 members 
Mstep: Class 30 contains 4301 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25224 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31587 members 
Mstep: Class 35 contains 7771 members 
Mstep: Class 36 contains 6737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000640.000000 Penalty: 125895.968750
Iteration 142Q: 37 clusters Score -1.130006e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411787 members 
Mstep: Class 2 contains 51568 members 
Mstep: Class 3 contains 14665 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16183 members 
Mstep: Class 8 contains 10071 members 
Mstep: Class 9 contains 18541 members 
Mstep: Class 10 contains 6217 members 
Mstep: Class 11 contains 101611 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 11078 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334022 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 11587 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35769 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16822 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8534 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 62333 members 
Mstep: Class 27 contains 7683 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 18810 members 
Mstep: Class 30 contains 4302 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25221 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31522 members 
Mstep: Class 35 contains 7776 members 
Mstep: Class 36 contains 6737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000696.000000 Penalty: 125895.968750
Iteration 143Q: 37 clusters Score -1.130007e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411789 members 
Mstep: Class 2 contains 51568 members 
Mstep: Class 3 contains 14671 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16176 members 
Mstep: Class 8 contains 10071 members 
Mstep: Class 9 contains 18540 members 
Mstep: Class 10 contains 6219 members 
Mstep: Class 11 contains 101606 members 
Mstep: Class 12 contains 5218 members 
Mstep: Class 13 contains 11076 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334023 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 11650 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35774 members 
Mstep: Class 20 contains 7348 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 16822 members 
Mstep: Class 23 contains 14801 members 
Mstep: Class 24 contains 8533 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 62248 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 6871 members 
Mstep: Class 29 contains 18803 members 
Mstep: Class 30 contains 4300 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25218 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31493 members 
Mstep: Class 35 contains 7786 members 
Mstep: Class 36 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000776.000000 Penalty: 125895.968750
Iteration 144Q: 37 clusters Score -1.130008e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411787 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14673 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 26462 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 16173 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 18540 members 
Mstep: Class 10 contains 6223 members 
Mstep: Class 11 contains 101594 members 
Mstep: Class 12 contains 5219 members 
Mstep: Class 13 contains 11077 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334009 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 11709 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35779 members 
Mstep: Class 20 contains 7351 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16827 members 
Mstep: Class 23 contains 14802 members 
Mstep: Class 24 contains 8535 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 62169 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 6916 members 
Mstep: Class 29 contains 18801 members 
Mstep: Class 30 contains 4300 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25216 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31473 members 
Mstep: Class 35 contains 7793 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000696.000000 Penalty: 125895.968750
Iteration 145Q: 37 clusters Score -1.130007e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411788 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14675 members 
Mstep: Class 4 contains 6639 members 
Mstep: Class 5 contains 26463 members 
Mstep: Class 6 contains 18174 members 
Mstep: Class 7 contains 16167 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18539 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 101592 members 
Mstep: Class 12 contains 5220 members 
Mstep: Class 13 contains 11074 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334016 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 11763 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35784 members 
Mstep: Class 20 contains 7353 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16829 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 8533 members 
Mstep: Class 25 contains 1880 members 
Mstep: Class 26 contains 62107 members 
Mstep: Class 27 contains 7683 members 
Mstep: Class 28 contains 6950 members 
Mstep: Class 29 contains 18798 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25212 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31435 members 
Mstep: Class 35 contains 7799 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000632.000000 Penalty: 125895.968750
Iteration 146Q: 37 clusters Score -1.130006e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411787 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 6639 members 
Mstep: Class 5 contains 26463 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 16163 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 18539 members 
Mstep: Class 10 contains 6231 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5222 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334026 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 11818 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35789 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16838 members 
Mstep: Class 23 contains 14807 members 
Mstep: Class 24 contains 8529 members 
Mstep: Class 25 contains 1881 members 
Mstep: Class 26 contains 62042 members 
Mstep: Class 27 contains 7681 members 
Mstep: Class 28 contains 6989 members 
Mstep: Class 29 contains 18790 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25210 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31382 members 
Mstep: Class 35 contains 7806 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000640.000000 Penalty: 125895.968750
Iteration 147Q: 37 clusters Score -1.130006e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411786 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14680 members 
Mstep: Class 4 contains 6639 members 
Mstep: Class 5 contains 26464 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 16161 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 18536 members 
Mstep: Class 10 contains 6236 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 11065 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334057 members 
Mstep: Class 16 contains 12198 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35789 members 
Mstep: Class 20 contains 7363 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16844 members 
Mstep: Class 23 contains 14808 members 
Mstep: Class 24 contains 8529 members 
Mstep: Class 25 contains 1882 members 
Mstep: Class 26 contains 61972 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 7032 members 
Mstep: Class 29 contains 18785 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25208 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31331 members 
Mstep: Class 35 contains 7809 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000696.000000 Penalty: 125895.968750
Iteration 148Q: 37 clusters Score -1.130007e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411783 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16155 members 
Mstep: Class 8 contains 10076 members 
Mstep: Class 9 contains 18537 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11066 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334068 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 11908 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35785 members 
Mstep: Class 20 contains 7364 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16846 members 
Mstep: Class 23 contains 14807 members 
Mstep: Class 24 contains 8526 members 
Mstep: Class 25 contains 1884 members 
Mstep: Class 26 contains 61926 members 
Mstep: Class 27 contains 7684 members 
Mstep: Class 28 contains 7068 members 
Mstep: Class 29 contains 18781 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25208 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31281 members 
Mstep: Class 35 contains 7810 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000664.000000 Penalty: 125895.968750
Iteration 149Q: 37 clusters Score -1.130007e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411777 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 6644 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16154 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 18538 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 101590 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11065 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334068 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35770 members 
Mstep: Class 20 contains 7365 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16853 members 
Mstep: Class 23 contains 14806 members 
Mstep: Class 24 contains 8524 members 
Mstep: Class 25 contains 1883 members 
Mstep: Class 26 contains 61880 members 
Mstep: Class 27 contains 7687 members 
Mstep: Class 28 contains 7102 members 
Mstep: Class 29 contains 18775 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25211 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31247 members 
Mstep: Class 35 contains 7809 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000632.000000 Penalty: 125895.968750
Iteration 150Q: 37 clusters Score -1.130006e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411774 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16155 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18538 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334082 members 
Mstep: Class 16 contains 12200 members 
Mstep: Class 17 contains 12007 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35763 members 
Mstep: Class 20 contains 7366 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16861 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 8524 members 
Mstep: Class 25 contains 1884 members 
Mstep: Class 26 contains 61831 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7133 members 
Mstep: Class 29 contains 18769 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25208 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31215 members 
Mstep: Class 35 contains 7810 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000712.000000 Penalty: 125895.968750
Iteration 151Q: 37 clusters Score -1.130007e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411775 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14684 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16156 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18537 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 101591 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11061 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334106 members 
Mstep: Class 16 contains 12200 members 
Mstep: Class 17 contains 12042 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35755 members 
Mstep: Class 20 contains 7366 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 16864 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 8523 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 61791 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7161 members 
Mstep: Class 29 contains 18764 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25209 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31168 members 
Mstep: Class 35 contains 7815 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000592.000000 Penalty: 125895.968750
Iteration 152Q: 37 clusters Score -1.130006e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411776 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14684 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 26464 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16154 members 
Mstep: Class 8 contains 10074 members 
Mstep: Class 9 contains 18536 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 101591 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11060 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334117 members 
Mstep: Class 16 contains 12200 members 
Mstep: Class 17 contains 12083 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35753 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16864 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 8525 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 61769 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7182 members 
Mstep: Class 29 contains 18758 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 25209 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31123 members 
Mstep: Class 35 contains 7816 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000736.000000 Penalty: 125895.968750
Iteration 153Q: 37 clusters Score -1.130007e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14682 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 26464 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16152 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18532 members 
Mstep: Class 10 contains 6249 members 
Mstep: Class 11 contains 101598 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11060 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334122 members 
Mstep: Class 16 contains 12200 members 
Mstep: Class 17 contains 12115 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35751 members 
Mstep: Class 20 contains 7370 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16865 members 
Mstep: Class 23 contains 14806 members 
Mstep: Class 24 contains 8526 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 61753 members 
Mstep: Class 27 contains 7691 members 
Mstep: Class 28 contains 7197 members 
Mstep: Class 29 contains 18755 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25207 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31084 members 
Mstep: Class 35 contains 7820 members 
Mstep: Class 36 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000824.000000 Penalty: 125895.968750
Iteration 154Q: 37 clusters Score -1.130008e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14681 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 26463 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16152 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18529 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 101602 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334121 members 
Mstep: Class 16 contains 12200 members 
Mstep: Class 17 contains 12152 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35748 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16867 members 
Mstep: Class 23 contains 14806 members 
Mstep: Class 24 contains 8524 members 
Mstep: Class 25 contains 1886 members 
Mstep: Class 26 contains 61730 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7208 members 
Mstep: Class 29 contains 18752 members 
Mstep: Class 30 contains 4299 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25206 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31056 members 
Mstep: Class 35 contains 7822 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000672.000000 Penalty: 125895.968750
Iteration 155Q: 37 clusters Score -1.130007e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411777 members 
Mstep: Class 2 contains 51569 members 
Mstep: Class 3 contains 14683 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 26464 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16150 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18529 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 101603 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334129 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12183 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35746 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16869 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 8523 members 
Mstep: Class 25 contains 1886 members 
Mstep: Class 26 contains 61694 members 
Mstep: Class 27 contains 7691 members 
Mstep: Class 28 contains 7220 members 
Mstep: Class 29 contains 18752 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25206 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31042 members 
Mstep: Class 35 contains 7824 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000520.000000 Penalty: 125895.968750
Iteration 156Q: 37 clusters Score -1.130005e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14684 members 
Mstep: Class 4 contains 6646 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16149 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18529 members 
Mstep: Class 10 contains 6253 members 
Mstep: Class 11 contains 101607 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11063 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334136 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35739 members 
Mstep: Class 20 contains 7374 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16869 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 8523 members 
Mstep: Class 25 contains 1887 members 
Mstep: Class 26 contains 61676 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 7237 members 
Mstep: Class 29 contains 18749 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25205 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 31014 members 
Mstep: Class 35 contains 7822 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000680.000000 Penalty: 125895.968750
Iteration 157Q: 37 clusters Score -1.130007e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411779 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16145 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6253 members 
Mstep: Class 11 contains 101604 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334143 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12231 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35731 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16871 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8523 members 
Mstep: Class 25 contains 1888 members 
Mstep: Class 26 contains 61663 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7254 members 
Mstep: Class 29 contains 18748 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25204 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30991 members 
Mstep: Class 35 contains 7824 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000608.000000 Penalty: 125895.968750
Iteration 158Q: 37 clusters Score -1.130006e+08 nChanged 104
Entering ConstructFrom: 
Score: -113000608.000000 Penalty: 125895.968750
Entering ConstructFrom: 
Trying to split cluster 1 (411778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411778 members 
Entering Unmasked Estep 
Score: -36387128.000000 Penalty: 3206.203369
	Iteration 0F: 2 clusters Score -3.638713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205161 members 
Mstep: Class 2 contains 206617 members 
Entering Unmasked Estep 
Score: -36109432.000000 Penalty: 6412.406738
	Iteration 0F: 3 clusters Score -3.610943e+07 nChanged 200616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 223627 members 
Entering Unmasked Estep 
Score: -36230628.000000 Penalty: 6412.406738
	Iteration 1F: 3 clusters Score -3.623063e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178495 members 
Mstep: Class 2 contains 233283 members 
Entering Unmasked Estep 
Score: -36234340.000000 Penalty: 6412.406738
	Iteration 2Q: 3 clusters Score -3.623434e+07 nChanged 15924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163483 members 
Mstep: Class 2 contains 248295 members 
Entering Unmasked Estep 
Score: -36241136.000000 Penalty: 6412.406738
	Iteration 3Q: 3 clusters Score -3.624114e+07 nChanged 23113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140586 members 
Mstep: Class 2 contains 271192 members 
Entering Unmasked Estep 
Score: -36253940.000000 Penalty: 6412.406738
	Iteration 4F: 3 clusters Score -3.625394e+07 nChanged 32794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 303968 members 
Entering Unmasked Estep 
Score: -36278128.000000 Penalty: 6412.406738
	Iteration 5F: 3 clusters Score -3.627813e+07 nChanged 40686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 344652 members 
Entering Unmasked Estep 
Score: -36316304.000000 Penalty: 6412.406738
	Iteration 6F: 3 clusters Score -3.63163e+07 nChanged 37487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 382139 members 
Entering Unmasked Estep 
Score: -36354796.000000 Penalty: 6412.406738
	Iteration 7F: 3 clusters Score -3.63548e+07 nChanged 21152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 403291 members 
Entering Unmasked Estep 
Score: -36376260.000000 Penalty: 6412.406738
	Iteration 8F: 3 clusters Score -3.637626e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 409946 members 
Entering Unmasked Estep 
Score: -36382500.000000 Penalty: 6412.406738
	Iteration 9Q: 3 clusters Score -3.63825e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 411266 members 
Entering Unmasked Estep 
Score: -36383884.000000 Penalty: 6412.406738
	Iteration 10Q: 3 clusters Score -3.638388e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 411475 members 
Entering Unmasked Estep 
Score: -36384140.000000 Penalty: 6412.406738
	Iteration 11Q: 3 clusters Score -3.638414e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411515 members 
Entering Unmasked Estep 
Score: -36384212.000000 Penalty: 6412.406738
	Iteration 12Q: 3 clusters Score -3.638421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 411531 members 
Entering Unmasked Estep 
Score: -36384256.000000 Penalty: 6412.406738
	Iteration 13Q: 3 clusters Score -3.638426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411536 members 
Entering Unmasked Estep 
Score: -36384264.000000 Penalty: 6412.406738
	Iteration 14Q: 3 clusters Score -3.638426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 411540 members 
Entering Unmasked Estep 
Score: -36384272.000000 Penalty: 6412.406738
	Iteration 15Q: 3 clusters Score -3.638427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 411546 members 
Entering Unmasked Estep 
Score: -36384300.000000 Penalty: 6412.406738
	Iteration 16Q: 3 clusters Score -3.63843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 411550 members 
Entering Unmasked Estep 
Score: -36384288.000000 Penalty: 6412.406738
	Iteration 17Q: 3 clusters Score -3.638429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 411550 members 
Entering Unmasked Estep 
Score: -36384324.000000 Penalty: 6412.406738
	Iteration 18Q: 3 clusters Score -3.638432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 411549 members 
Entering Unmasked Estep 
Score: -36384344.000000 Penalty: 6412.406738
	Iteration 19Q: 3 clusters Score -3.638434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 411549 members 
Entering Unmasked Estep 
Score: -36384344.000000 Penalty: 6412.406738
	Iteration 20F: 3 clusters Score -3.638434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Entering Unmasked Estep 
Score: -4613577.000000 Penalty: 2690.972412
	Iteration 0F: 2 clusters Score -4613577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -4578765.500000 Penalty: 5381.944824
	Iteration 0F: 3 clusters Score -4578766 nChanged 23863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4591929.000000 Penalty: 5381.944824
	Iteration 1F: 3 clusters Score -4591929 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4592352.500000 Penalty: 5381.944824
	Iteration 2Q: 3 clusters Score -4592352 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4592787.500000 Penalty: 5381.944824
	Iteration 3Q: 3 clusters Score -4592788 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4593126.500000 Penalty: 5381.944824
	Iteration 4Q: 3 clusters Score -4593126 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4593411.500000 Penalty: 5381.944824
	Iteration 5Q: 3 clusters Score -4593412 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4593716.500000 Penalty: 5381.944824
	Iteration 6Q: 3 clusters Score -4593716 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -4593892.000000 Penalty: 5381.944824
	Iteration 7Q: 3 clusters Score -4593892 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4594137.500000 Penalty: 5381.944824
	Iteration 8Q: 3 clusters Score -4594138 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4594419.500000 Penalty: 5381.944824
	Iteration 9Q: 3 clusters Score -4594420 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -4594724.500000 Penalty: 5381.944824
	Iteration 10Q: 3 clusters Score -4594724 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -4595129.500000 Penalty: 5381.944824
	Iteration 11Q: 3 clusters Score -4595130 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4595856.000000 Penalty: 5381.944824
	Iteration 12Q: 3 clusters Score -4595856 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4597052.000000 Penalty: 5381.944824
	Iteration 13Q: 3 clusters Score -4597052 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4598762.000000 Penalty: 5381.944824
	Iteration 14F: 3 clusters Score -4598762 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -4600892.000000 Penalty: 5381.944824
	Iteration 15F: 3 clusters Score -4600892 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -4603217.000000 Penalty: 5381.944824
	Iteration 16F: 3 clusters Score -4603217 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -4605417.000000 Penalty: 5381.944824
	Iteration 17F: 3 clusters Score -4605417 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -4607170.000000 Penalty: 5381.944824
	Iteration 18Q: 3 clusters Score -4607170 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -4608444.500000 Penalty: 5381.944824
	Iteration 19Q: 3 clusters Score -4608444 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -4609313.500000 Penalty: 5381.944824
	Iteration 20F: 3 clusters Score -4609314 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -4609915.000000 Penalty: 5381.944824
	Iteration 21Q: 3 clusters Score -4609915 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -4610294.500000 Penalty: 5381.944824
	Iteration 22Q: 3 clusters Score -4610294 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -4610544.500000 Penalty: 5381.944824
	Iteration 23Q: 3 clusters Score -4610544 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -4610712.500000 Penalty: 5381.944824
	Iteration 24Q: 3 clusters Score -4610712 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -4610830.500000 Penalty: 5381.944824
	Iteration 25Q: 3 clusters Score -4610830 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -4610902.000000 Penalty: 5381.944824
	Iteration 26Q: 3 clusters Score -4610902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -4610979.000000 Penalty: 5381.944824
	Iteration 27Q: 3 clusters Score -4610979 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -4611033.000000 Penalty: 5381.944824
	Iteration 28Q: 3 clusters Score -4611033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -4611072.000000 Penalty: 5381.944824
	Iteration 29Q: 3 clusters Score -4611072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -4611105.500000 Penalty: 5381.944824
	Iteration 30Q: 3 clusters Score -4611106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -4611114.500000 Penalty: 5381.944824
	Iteration 31Q: 3 clusters Score -4611114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -4611135.500000 Penalty: 5381.944824
	Iteration 32Q: 3 clusters Score -4611136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -4611143.500000 Penalty: 5381.944824
	Iteration 33Q: 3 clusters Score -4611144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -4611172.000000 Penalty: 5381.944824
	Iteration 34Q: 3 clusters Score -4611172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -4611183.500000 Penalty: 5381.944824
	Iteration 35Q: 3 clusters Score -4611184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -4611198.000000 Penalty: 5381.944824
	Iteration 36Q: 3 clusters Score -4611198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -4611204.500000 Penalty: 5381.944824
	Iteration 37Q: 3 clusters Score -4611204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -4611212.500000 Penalty: 5381.944824
	Iteration 38Q: 3 clusters Score -4611212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -4611219.000000 Penalty: 5381.944824
	Iteration 39Q: 3 clusters Score -4611219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -4611222.000000 Penalty: 5381.944824
	Iteration 40F: 3 clusters Score -4611222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -4611231.000000 Penalty: 5381.944824
	Iteration 41Q: 3 clusters Score -4611231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -4611247.500000 Penalty: 5381.944824
	Iteration 42Q: 3 clusters Score -4611248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -4611248.000000 Penalty: 5381.944824
	Iteration 43Q: 3 clusters Score -4611248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -4611248.000000 Penalty: 5381.944824
	Iteration 44Q: 3 clusters Score -4611248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -4611253.500000 Penalty: 5381.944824
	Iteration 45Q: 3 clusters Score -4611254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -4611254.500000 Penalty: 5381.944824
	Iteration 46Q: 3 clusters Score -4611254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -4611253.500000 Penalty: 5381.944824
	Iteration 47Q: 3 clusters Score -4611254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -4611253.000000 Penalty: 5381.944824
	Iteration 48Q: 3 clusters Score -4611253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -4611257.500000 Penalty: 5381.944824
	Iteration 49Q: 3 clusters Score -4611258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -4611266.500000 Penalty: 5381.944824
	Iteration 50Q: 3 clusters Score -4611266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -4611275.500000 Penalty: 5381.944824
	Iteration 51Q: 3 clusters Score -4611276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -4611280.000000 Penalty: 5381.944824
	Iteration 52Q: 3 clusters Score -4611280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -4611286.000000 Penalty: 5381.944824
	Iteration 53Q: 3 clusters Score -4611286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -4611289.500000 Penalty: 5381.944824
	Iteration 54Q: 3 clusters Score -4611290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -4611293.000000 Penalty: 5381.944824
	Iteration 55Q: 3 clusters Score -4611293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -4611293.500000 Penalty: 5381.944824
	Iteration 56Q: 3 clusters Score -4611294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -4611300.000000 Penalty: 5381.944824
	Iteration 57Q: 3 clusters Score -4611300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -4611303.000000 Penalty: 5381.944824
	Iteration 58Q: 3 clusters Score -4611303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -4611300.500000 Penalty: 5381.944824
	Iteration 59Q: 3 clusters Score -4611300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -4611303.500000 Penalty: 5381.944824
	Iteration 60F: 3 clusters Score -4611304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -4611305.000000 Penalty: 5381.944824
	Iteration 61Q: 3 clusters Score -4611305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -4611305.500000 Penalty: 5381.944824
	Iteration 62Q: 3 clusters Score -4611306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -4611305.500000 Penalty: 5381.944824
	Iteration 63F: 3 clusters Score -4611306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Entering Unmasked Estep 
Score: -1201434.375000 Penalty: 2379.456299
	Iteration 0F: 2 clusters Score -1201434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1190877.500000 Penalty: 4758.912598
	Iteration 0F: 3 clusters Score -1190878 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1194162.750000 Penalty: 4758.912598
	Iteration 1F: 3 clusters Score -1194163 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1194713.125000 Penalty: 4758.912598
	Iteration 2F: 3 clusters Score -1194713 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1195284.375000 Penalty: 4758.912598
	Iteration 3F: 3 clusters Score -1195284 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1195845.875000 Penalty: 4758.912598
	Iteration 4F: 3 clusters Score -1195846 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1196494.375000 Penalty: 4758.912598
	Iteration 5F: 3 clusters Score -1196494 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1197203.375000 Penalty: 4758.912598
	Iteration 6F: 3 clusters Score -1197203 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1197870.500000 Penalty: 4758.912598
	Iteration 7F: 3 clusters Score -1197870 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1198641.750000 Penalty: 4758.912598
	Iteration 8F: 3 clusters Score -1198642 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1199390.500000 Penalty: 4758.912598
	Iteration 9F: 3 clusters Score -1199390 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1199990.750000 Penalty: 4758.912598
	Iteration 10Q: 3 clusters Score -1199991 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1200329.625000 Penalty: 4758.912598
	Iteration 11Q: 3 clusters Score -1200330 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1200468.875000 Penalty: 4758.912598
	Iteration 12Q: 3 clusters Score -1200469 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1200539.625000 Penalty: 4758.912598
	Iteration 13Q: 3 clusters Score -1200540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1200573.875000 Penalty: 4758.912598
	Iteration 14Q: 3 clusters Score -1200574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1200596.500000 Penalty: 4758.912598
	Iteration 15Q: 3 clusters Score -1200596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1200609.625000 Penalty: 4758.912598
	Iteration 16Q: 3 clusters Score -1200610 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1200617.375000 Penalty: 4758.912598
	Iteration 17Q: 3 clusters Score -1200617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1200622.875000 Penalty: 4758.912598
	Iteration 18Q: 3 clusters Score -1200623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1200624.750000 Penalty: 4758.912598
	Iteration 19Q: 3 clusters Score -1200625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1200625.750000 Penalty: 4758.912598
	Iteration 20F: 3 clusters Score -1200626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1200627.500000 Penalty: 4758.912598
	Iteration 21Q: 3 clusters Score -1200628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1200627.250000 Penalty: 4758.912598
	Iteration 22Q: 3 clusters Score -1200627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1200630.000000 Penalty: 4758.912598
	Iteration 23Q: 3 clusters Score -1200630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1200627.125000 Penalty: 4758.912598
	Iteration 24Q: 3 clusters Score -1200627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1200627.750000 Penalty: 4758.912598
	Iteration 25Q: 3 clusters Score -1200628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1200628.375000 Penalty: 4758.912598
	Iteration 26Q: 3 clusters Score -1200628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1200628.250000 Penalty: 4758.912598
	Iteration 27Q: 3 clusters Score -1200628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1200630.875000 Penalty: 4758.912598
	Iteration 28Q: 3 clusters Score -1200631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1200630.250000 Penalty: 4758.912598
	Iteration 29Q: 3 clusters Score -1200630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1200632.125000 Penalty: 4758.912598
	Iteration 30Q: 3 clusters Score -1200632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1200632.000000 Penalty: 4758.912598
	Iteration 31Q: 3 clusters Score -1200632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1200631.875000 Penalty: 4758.912598
	Iteration 32Q: 3 clusters Score -1200632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1200633.500000 Penalty: 4758.912598
	Iteration 33Q: 3 clusters Score -1200634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1200632.500000 Penalty: 4758.912598
	Iteration 34Q: 3 clusters Score -1200632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1200630.750000 Penalty: 4758.912598
	Iteration 35Q: 3 clusters Score -1200631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1200630.875000 Penalty: 4758.912598
	Iteration 36Q: 3 clusters Score -1200631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1200630.875000 Penalty: 4758.912598
	Iteration 37F: 3 clusters Score -1200631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -559317.437500 Penalty: 2182.876465
	Iteration 0F: 2 clusters Score -559317.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -553748.875000 Penalty: 4365.752930
	Iteration 0F: 3 clusters Score -553748.9 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -555093.812500 Penalty: 4365.752930
	Iteration 1F: 3 clusters Score -555093.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -555320.312500 Penalty: 4365.752930
	Iteration 2F: 3 clusters Score -555320.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -555460.750000 Penalty: 4365.752930
	Iteration 3F: 3 clusters Score -555460.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -555553.687500 Penalty: 4365.752930
	Iteration 4Q: 3 clusters Score -555553.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -555618.000000 Penalty: 4365.752930
	Iteration 5Q: 3 clusters Score -555618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -555668.375000 Penalty: 4365.752930
	Iteration 6Q: 3 clusters Score -555668.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -555710.250000 Penalty: 4365.752930
	Iteration 7Q: 3 clusters Score -555710.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -555747.750000 Penalty: 4365.752930
	Iteration 8Q: 3 clusters Score -555747.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -555781.250000 Penalty: 4365.752930
	Iteration 9Q: 3 clusters Score -555781.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -555811.437500 Penalty: 4365.752930
	Iteration 10Q: 3 clusters Score -555811.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -555844.375000 Penalty: 4365.752930
	Iteration 11Q: 3 clusters Score -555844.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -555867.937500 Penalty: 4365.752930
	Iteration 12Q: 3 clusters Score -555867.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -555889.500000 Penalty: 4365.752930
	Iteration 13Q: 3 clusters Score -555889.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -555911.500000 Penalty: 4365.752930
	Iteration 14Q: 3 clusters Score -555911.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -555929.750000 Penalty: 4365.752930
	Iteration 15Q: 3 clusters Score -555929.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -555945.375000 Penalty: 4365.752930
	Iteration 16Q: 3 clusters Score -555945.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -555961.500000 Penalty: 4365.752930
	Iteration 17Q: 3 clusters Score -555961.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -555976.875000 Penalty: 4365.752930
	Iteration 18Q: 3 clusters Score -555976.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -555991.062500 Penalty: 4365.752930
	Iteration 19Q: 3 clusters Score -555991.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -556007.312500 Penalty: 4365.752930
	Iteration 20F: 3 clusters Score -556007.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -556029.000000 Penalty: 4365.752930
	Iteration 21Q: 3 clusters Score -556029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -556050.125000 Penalty: 4365.752930
	Iteration 22Q: 3 clusters Score -556050.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -556073.187500 Penalty: 4365.752930
	Iteration 23Q: 3 clusters Score -556073.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -556098.500000 Penalty: 4365.752930
	Iteration 24Q: 3 clusters Score -556098.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -556123.562500 Penalty: 4365.752930
	Iteration 25Q: 3 clusters Score -556123.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -556152.562500 Penalty: 4365.752930
	Iteration 26Q: 3 clusters Score -556152.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -556185.562500 Penalty: 4365.752930
	Iteration 27Q: 3 clusters Score -556185.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -556225.687500 Penalty: 4365.752930
	Iteration 28Q: 3 clusters Score -556225.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -556271.125000 Penalty: 4365.752930
	Iteration 29Q: 3 clusters Score -556271.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -556327.000000 Penalty: 4365.752930
	Iteration 30Q: 3 clusters Score -556327 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -556387.375000 Penalty: 4365.752930
	Iteration 31Q: 3 clusters Score -556387.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -556454.562500 Penalty: 4365.752930
	Iteration 32Q: 3 clusters Score -556454.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -556517.875000 Penalty: 4365.752930
	Iteration 33Q: 3 clusters Score -556517.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -556587.687500 Penalty: 4365.752930
	Iteration 34Q: 3 clusters Score -556587.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -556676.625000 Penalty: 4365.752930
	Iteration 35Q: 3 clusters Score -556676.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -556769.437500 Penalty: 4365.752930
	Iteration 36Q: 3 clusters Score -556769.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -556853.062500 Penalty: 4365.752930
	Iteration 37Q: 3 clusters Score -556853.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -556945.062500 Penalty: 4365.752930
	Iteration 38Q: 3 clusters Score -556945.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -557044.187500 Penalty: 4365.752930
	Iteration 39Q: 3 clusters Score -557044.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -557116.812500 Penalty: 4365.752930
	Iteration 40F: 3 clusters Score -557116.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -557164.875000 Penalty: 4365.752930
	Iteration 41Q: 3 clusters Score -557164.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -557199.625000 Penalty: 4365.752930
	Iteration 42Q: 3 clusters Score -557199.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -557223.187500 Penalty: 4365.752930
	Iteration 43Q: 3 clusters Score -557223.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -557247.062500 Penalty: 4365.752930
	Iteration 44Q: 3 clusters Score -557247.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -557266.937500 Penalty: 4365.752930
	Iteration 45Q: 3 clusters Score -557266.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -557288.437500 Penalty: 4365.752930
	Iteration 46Q: 3 clusters Score -557288.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -557318.250000 Penalty: 4365.752930
	Iteration 47Q: 3 clusters Score -557318.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -557343.000000 Penalty: 4365.752930
	Iteration 48Q: 3 clusters Score -557343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -557363.437500 Penalty: 4365.752930
	Iteration 49Q: 3 clusters Score -557363.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -557380.187500 Penalty: 4365.752930
	Iteration 50Q: 3 clusters Score -557380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -557392.687500 Penalty: 4365.752930
	Iteration 51Q: 3 clusters Score -557392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -557404.375000 Penalty: 4365.752930
	Iteration 52Q: 3 clusters Score -557404.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -557416.187500 Penalty: 4365.752930
	Iteration 53Q: 3 clusters Score -557416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -557422.875000 Penalty: 4365.752930
	Iteration 54Q: 3 clusters Score -557422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -557427.437500 Penalty: 4365.752930
	Iteration 55Q: 3 clusters Score -557427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -557435.812500 Penalty: 4365.752930
	Iteration 56Q: 3 clusters Score -557435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -557448.937500 Penalty: 4365.752930
	Iteration 57Q: 3 clusters Score -557448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -557457.562500 Penalty: 4365.752930
	Iteration 58Q: 3 clusters Score -557457.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -557463.875000 Penalty: 4365.752930
	Iteration 59Q: 3 clusters Score -557463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -557468.187500 Penalty: 4365.752930
	Iteration 60F: 3 clusters Score -557468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -557470.500000 Penalty: 4365.752930
	Iteration 61Q: 3 clusters Score -557470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -557472.062500 Penalty: 4365.752930
	Iteration 62Q: 3 clusters Score -557472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -557473.250000 Penalty: 4365.752930
	Iteration 63Q: 3 clusters Score -557473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -557475.750000 Penalty: 4365.752930
	Iteration 64Q: 3 clusters Score -557475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -557478.750000 Penalty: 4365.752930
	Iteration 65Q: 3 clusters Score -557478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -557478.750000 Penalty: 4365.752930
	Iteration 66F: 3 clusters Score -557478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Entering Unmasked Estep 
Score: -2281038.250000 Penalty: 2525.546143
	Iteration 0F: 2 clusters Score -2281038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2262810.000000 Penalty: 5051.092285
	Iteration 0F: 3 clusters Score -2262810 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2269397.500000 Penalty: 5051.092285
	Iteration 1F: 3 clusters Score -2269398 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2270069.500000 Penalty: 5051.092285
	Iteration 2F: 3 clusters Score -2270070 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2270781.000000 Penalty: 5051.092285
	Iteration 3F: 3 clusters Score -2270781 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2271611.500000 Penalty: 5051.092285
	Iteration 4F: 3 clusters Score -2271612 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2272610.500000 Penalty: 5051.092285
	Iteration 5F: 3 clusters Score -2272610 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2273846.250000 Penalty: 5051.092285
	Iteration 6F: 3 clusters Score -2273846 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2275116.250000 Penalty: 5051.092285
	Iteration 7F: 3 clusters Score -2275116 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2276281.750000 Penalty: 5051.092285
	Iteration 8F: 3 clusters Score -2276282 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2277135.750000 Penalty: 5051.092285
	Iteration 9Q: 3 clusters Score -2277136 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2277708.000000 Penalty: 5051.092285
	Iteration 10Q: 3 clusters Score -2277708 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2278149.500000 Penalty: 5051.092285
	Iteration 11Q: 3 clusters Score -2278150 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2278490.750000 Penalty: 5051.092285
	Iteration 12Q: 3 clusters Score -2278491 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2278807.750000 Penalty: 5051.092285
	Iteration 13Q: 3 clusters Score -2278808 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -2279043.750000 Penalty: 5051.092285
	Iteration 14Q: 3 clusters Score -2279044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2279256.750000 Penalty: 5051.092285
	Iteration 15Q: 3 clusters Score -2279257 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2279390.500000 Penalty: 5051.092285
	Iteration 16Q: 3 clusters Score -2279390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2279503.500000 Penalty: 5051.092285
	Iteration 17Q: 3 clusters Score -2279504 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2279572.250000 Penalty: 5051.092285
	Iteration 18Q: 3 clusters Score -2279572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2279622.250000 Penalty: 5051.092285
	Iteration 19Q: 3 clusters Score -2279622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2279649.250000 Penalty: 5051.092285
	Iteration 20F: 3 clusters Score -2279649 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2279663.250000 Penalty: 5051.092285
	Iteration 21Q: 3 clusters Score -2279663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2279681.500000 Penalty: 5051.092285
	Iteration 22Q: 3 clusters Score -2279682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2279690.250000 Penalty: 5051.092285
	Iteration 23Q: 3 clusters Score -2279690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2279691.000000 Penalty: 5051.092285
	Iteration 24Q: 3 clusters Score -2279691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2279694.750000 Penalty: 5051.092285
	Iteration 25Q: 3 clusters Score -2279695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2279704.750000 Penalty: 5051.092285
	Iteration 26Q: 3 clusters Score -2279705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2279708.250000 Penalty: 5051.092285
	Iteration 27Q: 3 clusters Score -2279708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2279711.500000 Penalty: 5051.092285
	Iteration 28Q: 3 clusters Score -2279712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2279718.500000 Penalty: 5051.092285
	Iteration 29Q: 3 clusters Score -2279718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2279714.250000 Penalty: 5051.092285
	Iteration 30Q: 3 clusters Score -2279714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2279715.500000 Penalty: 5051.092285
	Iteration 31Q: 3 clusters Score -2279716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2279716.000000 Penalty: 5051.092285
	Iteration 32Q: 3 clusters Score -2279716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2279720.250000 Penalty: 5051.092285
	Iteration 33Q: 3 clusters Score -2279720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -2279723.000000 Penalty: 5051.092285
	Iteration 34Q: 3 clusters Score -2279723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -2279724.750000 Penalty: 5051.092285
	Iteration 35Q: 3 clusters Score -2279725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2279727.250000 Penalty: 5051.092285
	Iteration 36Q: 3 clusters Score -2279727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -2279726.500000 Penalty: 5051.092285
	Iteration 37Q: 3 clusters Score -2279726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2279727.250000 Penalty: 5051.092285
	Iteration 38Q: 3 clusters Score -2279727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2279727.250000 Penalty: 5051.092285
	Iteration 39F: 3 clusters Score -2279727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Entering Unmasked Estep 
Score: -1573113.500000 Penalty: 2432.280273
	Iteration 0F: 2 clusters Score -1573114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1560235.625000 Penalty: 4864.560547
	Iteration 0F: 3 clusters Score -1560236 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1564541.125000 Penalty: 4864.560547
	Iteration 1F: 3 clusters Score -1564541 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1564999.875000 Penalty: 4864.560547
	Iteration 2F: 3 clusters Score -1565000 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1565477.000000 Penalty: 4864.560547
	Iteration 3F: 3 clusters Score -1565477 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1566020.500000 Penalty: 4864.560547
	Iteration 4F: 3 clusters Score -1566020 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1566596.250000 Penalty: 4864.560547
	Iteration 5F: 3 clusters Score -1566596 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1567204.500000 Penalty: 4864.560547
	Iteration 6F: 3 clusters Score -1567204 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1567804.750000 Penalty: 4864.560547
	Iteration 7F: 3 clusters Score -1567805 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1568352.625000 Penalty: 4864.560547
	Iteration 8Q: 3 clusters Score -1568353 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1568848.250000 Penalty: 4864.560547
	Iteration 9Q: 3 clusters Score -1568848 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1569300.625000 Penalty: 4864.560547
	Iteration 10Q: 3 clusters Score -1569301 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1569684.875000 Penalty: 4864.560547
	Iteration 11Q: 3 clusters Score -1569685 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1570100.750000 Penalty: 4864.560547
	Iteration 12Q: 3 clusters Score -1570101 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1570595.750000 Penalty: 4864.560547
	Iteration 13Q: 3 clusters Score -1570596 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1571133.375000 Penalty: 4864.560547
	Iteration 14Q: 3 clusters Score -1571133 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1571608.000000 Penalty: 4864.560547
	Iteration 15Q: 3 clusters Score -1571608 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1571828.500000 Penalty: 4864.560547
	Iteration 16Q: 3 clusters Score -1571828 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1571922.125000 Penalty: 4864.560547
	Iteration 17Q: 3 clusters Score -1571922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1571973.625000 Penalty: 4864.560547
	Iteration 18Q: 3 clusters Score -1571974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1572009.625000 Penalty: 4864.560547
	Iteration 19Q: 3 clusters Score -1572010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1572038.125000 Penalty: 4864.560547
	Iteration 20F: 3 clusters Score -1572038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1572064.250000 Penalty: 4864.560547
	Iteration 21Q: 3 clusters Score -1572064 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1572087.750000 Penalty: 4864.560547
	Iteration 22Q: 3 clusters Score -1572088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1572107.750000 Penalty: 4864.560547
	Iteration 23Q: 3 clusters Score -1572108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1572113.250000 Penalty: 4864.560547
	Iteration 24Q: 3 clusters Score -1572113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1572125.125000 Penalty: 4864.560547
	Iteration 25Q: 3 clusters Score -1572125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1572125.500000 Penalty: 4864.560547
	Iteration 26Q: 3 clusters Score -1572126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1572136.625000 Penalty: 4864.560547
	Iteration 27Q: 3 clusters Score -1572137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1572140.750000 Penalty: 4864.560547
	Iteration 28Q: 3 clusters Score -1572141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1572147.625000 Penalty: 4864.560547
	Iteration 29Q: 3 clusters Score -1572148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1572157.250000 Penalty: 4864.560547
	Iteration 30Q: 3 clusters Score -1572157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1572157.125000 Penalty: 4864.560547
	Iteration 31Q: 3 clusters Score -1572157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1572163.125000 Penalty: 4864.560547
	Iteration 32Q: 3 clusters Score -1572163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1572168.750000 Penalty: 4864.560547
	Iteration 33Q: 3 clusters Score -1572169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1572174.625000 Penalty: 4864.560547
	Iteration 34Q: 3 clusters Score -1572175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1572178.875000 Penalty: 4864.560547
	Iteration 35Q: 3 clusters Score -1572179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1572181.375000 Penalty: 4864.560547
	Iteration 36Q: 3 clusters Score -1572181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1572188.000000 Penalty: 4864.560547
	Iteration 37Q: 3 clusters Score -1572188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1572186.625000 Penalty: 4864.560547
	Iteration 38Q: 3 clusters Score -1572187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1572193.750000 Penalty: 4864.560547
	Iteration 39Q: 3 clusters Score -1572194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1572196.250000 Penalty: 4864.560547
	Iteration 40F: 3 clusters Score -1572196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1572194.750000 Penalty: 4864.560547
	Iteration 41Q: 3 clusters Score -1572195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1572194.500000 Penalty: 4864.560547
	Iteration 42Q: 3 clusters Score -1572194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1572193.000000 Penalty: 4864.560547
	Iteration 43Q: 3 clusters Score -1572193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1572196.500000 Penalty: 4864.560547
	Iteration 44Q: 3 clusters Score -1572196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1572199.125000 Penalty: 4864.560547
	Iteration 45Q: 3 clusters Score -1572199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1572202.750000 Penalty: 4864.560547
	Iteration 46Q: 3 clusters Score -1572203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1572202.250000 Penalty: 4864.560547
	Iteration 47Q: 3 clusters Score -1572202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1572201.750000 Penalty: 4864.560547
	Iteration 48Q: 3 clusters Score -1572202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1572202.750000 Penalty: 4864.560547
	Iteration 49Q: 3 clusters Score -1572203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1572204.500000 Penalty: 4864.560547
	Iteration 50Q: 3 clusters Score -1572204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1572203.500000 Penalty: 4864.560547
	Iteration 51Q: 3 clusters Score -1572204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1572203.875000 Penalty: 4864.560547
	Iteration 52Q: 3 clusters Score -1572204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1572205.000000 Penalty: 4864.560547
	Iteration 53Q: 3 clusters Score -1572205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1572205.750000 Penalty: 4864.560547
	Iteration 54Q: 3 clusters Score -1572206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1572202.500000 Penalty: 4864.560547
	Iteration 55Q: 3 clusters Score -1572202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1572202.000000 Penalty: 4864.560547
	Iteration 56Q: 3 clusters Score -1572202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1572206.000000 Penalty: 4864.560547
	Iteration 57Q: 3 clusters Score -1572206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1572205.375000 Penalty: 4864.560547
	Iteration 58Q: 3 clusters Score -1572205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1572209.375000 Penalty: 4864.560547
	Iteration 59Q: 3 clusters Score -1572209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1572207.750000 Penalty: 4864.560547
	Iteration 60F: 3 clusters Score -1572208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1572209.125000 Penalty: 4864.560547
	Iteration 61Q: 3 clusters Score -1572209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1572207.875000 Penalty: 4864.560547
	Iteration 62Q: 3 clusters Score -1572208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1572208.625000 Penalty: 4864.560547
	Iteration 63Q: 3 clusters Score -1572209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1572209.125000 Penalty: 4864.560547
	Iteration 64Q: 3 clusters Score -1572209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1572209.750000 Penalty: 4864.560547
	Iteration 65Q: 3 clusters Score -1572210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1572208.125000 Penalty: 4864.560547
	Iteration 66Q: 3 clusters Score -1572208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1572208.125000 Penalty: 4864.560547
	Iteration 67F: 3 clusters Score -1572208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Entering Unmasked Estep 
Score: -1298105.875000 Penalty: 2402.916504
	Iteration 0F: 2 clusters Score -1298106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1286551.625000 Penalty: 4805.833008
	Iteration 0F: 3 clusters Score -1286552 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1290718.500000 Penalty: 4805.833008
	Iteration 1F: 3 clusters Score -1290718 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1291596.625000 Penalty: 4805.833008
	Iteration 2F: 3 clusters Score -1291597 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1292440.375000 Penalty: 4805.833008
	Iteration 3F: 3 clusters Score -1292440 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1293187.375000 Penalty: 4805.833008
	Iteration 4F: 3 clusters Score -1293187 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1293733.875000 Penalty: 4805.833008
	Iteration 5F: 3 clusters Score -1293734 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1294065.625000 Penalty: 4805.833008
	Iteration 6Q: 3 clusters Score -1294066 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1294266.125000 Penalty: 4805.833008
	Iteration 7Q: 3 clusters Score -1294266 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1294414.250000 Penalty: 4805.833008
	Iteration 8Q: 3 clusters Score -1294414 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1294547.625000 Penalty: 4805.833008
	Iteration 9Q: 3 clusters Score -1294548 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1294636.500000 Penalty: 4805.833008
	Iteration 10Q: 3 clusters Score -1294636 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1294733.875000 Penalty: 4805.833008
	Iteration 11Q: 3 clusters Score -1294734 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1294824.625000 Penalty: 4805.833008
	Iteration 12Q: 3 clusters Score -1294825 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1294904.750000 Penalty: 4805.833008
	Iteration 13Q: 3 clusters Score -1294905 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1294981.375000 Penalty: 4805.833008
	Iteration 14Q: 3 clusters Score -1294981 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1295045.625000 Penalty: 4805.833008
	Iteration 15Q: 3 clusters Score -1295046 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1295107.250000 Penalty: 4805.833008
	Iteration 16Q: 3 clusters Score -1295107 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1295151.500000 Penalty: 4805.833008
	Iteration 17Q: 3 clusters Score -1295152 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1295179.500000 Penalty: 4805.833008
	Iteration 18Q: 3 clusters Score -1295180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1295209.875000 Penalty: 4805.833008
	Iteration 19Q: 3 clusters Score -1295210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1295229.375000 Penalty: 4805.833008
	Iteration 20F: 3 clusters Score -1295229 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1295251.000000 Penalty: 4805.833008
	Iteration 21Q: 3 clusters Score -1295251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1295270.875000 Penalty: 4805.833008
	Iteration 22Q: 3 clusters Score -1295271 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1295279.875000 Penalty: 4805.833008
	Iteration 23Q: 3 clusters Score -1295280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1295299.375000 Penalty: 4805.833008
	Iteration 24Q: 3 clusters Score -1295299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1295305.875000 Penalty: 4805.833008
	Iteration 25Q: 3 clusters Score -1295306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1295319.375000 Penalty: 4805.833008
	Iteration 26Q: 3 clusters Score -1295319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1295329.625000 Penalty: 4805.833008
	Iteration 27Q: 3 clusters Score -1295330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1295339.250000 Penalty: 4805.833008
	Iteration 28Q: 3 clusters Score -1295339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1295359.250000 Penalty: 4805.833008
	Iteration 29Q: 3 clusters Score -1295359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1295381.875000 Penalty: 4805.833008
	Iteration 30Q: 3 clusters Score -1295382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1295410.625000 Penalty: 4805.833008
	Iteration 31Q: 3 clusters Score -1295411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1295436.750000 Penalty: 4805.833008
	Iteration 32Q: 3 clusters Score -1295437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1295458.500000 Penalty: 4805.833008
	Iteration 33Q: 3 clusters Score -1295458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1295485.500000 Penalty: 4805.833008
	Iteration 34Q: 3 clusters Score -1295486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1295507.625000 Penalty: 4805.833008
	Iteration 35Q: 3 clusters Score -1295508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1295537.625000 Penalty: 4805.833008
	Iteration 36Q: 3 clusters Score -1295538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1295564.375000 Penalty: 4805.833008
	Iteration 37Q: 3 clusters Score -1295564 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1295598.750000 Penalty: 4805.833008
	Iteration 38Q: 3 clusters Score -1295599 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1295631.250000 Penalty: 4805.833008
	Iteration 39Q: 3 clusters Score -1295631 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1295671.250000 Penalty: 4805.833008
	Iteration 40F: 3 clusters Score -1295671 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1295727.125000 Penalty: 4805.833008
	Iteration 41Q: 3 clusters Score -1295727 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1295801.750000 Penalty: 4805.833008
	Iteration 42Q: 3 clusters Score -1295802 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1295932.750000 Penalty: 4805.833008
	Iteration 43Q: 3 clusters Score -1295933 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1296065.125000 Penalty: 4805.833008
	Iteration 44Q: 3 clusters Score -1296065 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1296155.875000 Penalty: 4805.833008
	Iteration 45Q: 3 clusters Score -1296156 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1296211.625000 Penalty: 4805.833008
	Iteration 46Q: 3 clusters Score -1296212 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1296246.125000 Penalty: 4805.833008
	Iteration 47Q: 3 clusters Score -1296246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1296279.750000 Penalty: 4805.833008
	Iteration 48Q: 3 clusters Score -1296280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1296301.875000 Penalty: 4805.833008
	Iteration 49Q: 3 clusters Score -1296302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1296319.875000 Penalty: 4805.833008
	Iteration 50Q: 3 clusters Score -1296320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1296329.750000 Penalty: 4805.833008
	Iteration 51Q: 3 clusters Score -1296330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1296341.000000 Penalty: 4805.833008
	Iteration 52Q: 3 clusters Score -1296341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1296348.750000 Penalty: 4805.833008
	Iteration 53Q: 3 clusters Score -1296349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1296354.875000 Penalty: 4805.833008
	Iteration 54Q: 3 clusters Score -1296355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1296360.625000 Penalty: 4805.833008
	Iteration 55Q: 3 clusters Score -1296361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1296368.125000 Penalty: 4805.833008
	Iteration 56Q: 3 clusters Score -1296368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1296368.500000 Penalty: 4805.833008
	Iteration 57Q: 3 clusters Score -1296368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1296371.125000 Penalty: 4805.833008
	Iteration 58Q: 3 clusters Score -1296371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1296377.000000 Penalty: 4805.833008
	Iteration 59Q: 3 clusters Score -1296377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1296382.750000 Penalty: 4805.833008
	Iteration 60F: 3 clusters Score -1296383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1296388.625000 Penalty: 4805.833008
	Iteration 61Q: 3 clusters Score -1296389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1296395.000000 Penalty: 4805.833008
	Iteration 62Q: 3 clusters Score -1296395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1296402.000000 Penalty: 4805.833008
	Iteration 63Q: 3 clusters Score -1296402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1296397.750000 Penalty: 4805.833008
	Iteration 64Q: 3 clusters Score -1296398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1296403.375000 Penalty: 4805.833008
	Iteration 65Q: 3 clusters Score -1296403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1296407.250000 Penalty: 4805.833008
	Iteration 66Q: 3 clusters Score -1296407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1296417.500000 Penalty: 4805.833008
	Iteration 67Q: 3 clusters Score -1296418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1296421.750000 Penalty: 4805.833008
	Iteration 68Q: 3 clusters Score -1296422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1296422.875000 Penalty: 4805.833008
	Iteration 69Q: 3 clusters Score -1296423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1296438.125000 Penalty: 4805.833008
	Iteration 70Q: 3 clusters Score -1296438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1296439.750000 Penalty: 4805.833008
	Iteration 71Q: 3 clusters Score -1296440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1296448.500000 Penalty: 4805.833008
	Iteration 72Q: 3 clusters Score -1296448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1296460.500000 Penalty: 4805.833008
	Iteration 73Q: 3 clusters Score -1296460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1296467.000000 Penalty: 4805.833008
	Iteration 74Q: 3 clusters Score -1296467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1296474.375000 Penalty: 4805.833008
	Iteration 75Q: 3 clusters Score -1296474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1296481.125000 Penalty: 4805.833008
	Iteration 76Q: 3 clusters Score -1296481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1296490.000000 Penalty: 4805.833008
	Iteration 77Q: 3 clusters Score -1296490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1296495.500000 Penalty: 4805.833008
	Iteration 78Q: 3 clusters Score -1296496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1296500.875000 Penalty: 4805.833008
	Iteration 79Q: 3 clusters Score -1296501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1296510.250000 Penalty: 4805.833008
	Iteration 80F: 3 clusters Score -1296510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1296513.250000 Penalty: 4805.833008
	Iteration 81Q: 3 clusters Score -1296513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1296520.000000 Penalty: 4805.833008
	Iteration 82Q: 3 clusters Score -1296520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1296519.000000 Penalty: 4805.833008
	Iteration 83Q: 3 clusters Score -1296519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1296519.750000 Penalty: 4805.833008
	Iteration 84Q: 3 clusters Score -1296520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1296518.375000 Penalty: 4805.833008
	Iteration 85Q: 3 clusters Score -1296518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1296520.000000 Penalty: 4805.833008
	Iteration 86Q: 3 clusters Score -1296520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1296517.875000 Penalty: 4805.833008
	Iteration 87Q: 3 clusters Score -1296518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1296517.125000 Penalty: 4805.833008
	Iteration 88Q: 3 clusters Score -1296517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1296520.125000 Penalty: 4805.833008
	Iteration 89Q: 3 clusters Score -1296520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1296523.250000 Penalty: 4805.833008
	Iteration 90Q: 3 clusters Score -1296523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1296524.375000 Penalty: 4805.833008
	Iteration 91Q: 3 clusters Score -1296524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1296528.625000 Penalty: 4805.833008
	Iteration 92Q: 3 clusters Score -1296529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1296526.750000 Penalty: 4805.833008
	Iteration 93Q: 3 clusters Score -1296527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1296528.875000 Penalty: 4805.833008
	Iteration 94Q: 3 clusters Score -1296529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1296530.750000 Penalty: 4805.833008
	Iteration 95Q: 3 clusters Score -1296531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1296538.500000 Penalty: 4805.833008
	Iteration 96Q: 3 clusters Score -1296538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1296546.125000 Penalty: 4805.833008
	Iteration 97Q: 3 clusters Score -1296546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1296550.500000 Penalty: 4805.833008
	Iteration 98Q: 3 clusters Score -1296550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1296561.750000 Penalty: 4805.833008
	Iteration 99Q: 3 clusters Score -1296562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1296565.375000 Penalty: 4805.833008
	Iteration 100F: 3 clusters Score -1296565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1296566.625000 Penalty: 4805.833008
	Iteration 101Q: 3 clusters Score -1296567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1296573.000000 Penalty: 4805.833008
	Iteration 102Q: 3 clusters Score -1296573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1296575.375000 Penalty: 4805.833008
	Iteration 103Q: 3 clusters Score -1296575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1296580.750000 Penalty: 4805.833008
	Iteration 104Q: 3 clusters Score -1296581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1296586.625000 Penalty: 4805.833008
	Iteration 105Q: 3 clusters Score -1296587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1296589.500000 Penalty: 4805.833008
	Iteration 106Q: 3 clusters Score -1296590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1296596.000000 Penalty: 4805.833008
	Iteration 107Q: 3 clusters Score -1296596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1296594.625000 Penalty: 4805.833008
	Iteration 108Q: 3 clusters Score -1296595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1296598.875000 Penalty: 4805.833008
	Iteration 109Q: 3 clusters Score -1296599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1296603.625000 Penalty: 4805.833008
	Iteration 110Q: 3 clusters Score -1296604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1296607.875000 Penalty: 4805.833008
	Iteration 111Q: 3 clusters Score -1296608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1296610.875000 Penalty: 4805.833008
	Iteration 112Q: 3 clusters Score -1296611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1296610.250000 Penalty: 4805.833008
	Iteration 113Q: 3 clusters Score -1296610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1296614.500000 Penalty: 4805.833008
	Iteration 114Q: 3 clusters Score -1296614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1296613.750000 Penalty: 4805.833008
	Iteration 115Q: 3 clusters Score -1296614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1296616.625000 Penalty: 4805.833008
	Iteration 116Q: 3 clusters Score -1296617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1296619.625000 Penalty: 4805.833008
	Iteration 117Q: 3 clusters Score -1296620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1296617.250000 Penalty: 4805.833008
	Iteration 118Q: 3 clusters Score -1296617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1296617.625000 Penalty: 4805.833008
	Iteration 119Q: 3 clusters Score -1296618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1296616.625000 Penalty: 4805.833008
	Iteration 120F: 3 clusters Score -1296617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1296616.250000 Penalty: 4805.833008
	Iteration 121Q: 3 clusters Score -1296616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1296615.625000 Penalty: 4805.833008
	Iteration 122Q: 3 clusters Score -1296616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1296616.375000 Penalty: 4805.833008
	Iteration 123Q: 3 clusters Score -1296616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1296616.375000 Penalty: 4805.833008
	Iteration 124F: 3 clusters Score -1296616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Entering Unmasked Estep 
Score: -809695.562500 Penalty: 2285.968262
	Iteration 0F: 2 clusters Score -809695.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -801956.687500 Penalty: 4571.936523
	Iteration 0F: 3 clusters Score -801956.7 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -804445.562500 Penalty: 4571.936523
	Iteration 1F: 3 clusters Score -804445.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -805066.750000 Penalty: 4571.936523
	Iteration 2F: 3 clusters Score -805066.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -805759.625000 Penalty: 4571.936523
	Iteration 3F: 3 clusters Score -805759.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -806442.250000 Penalty: 4571.936523
	Iteration 4F: 3 clusters Score -806442.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -807070.062500 Penalty: 4571.936523
	Iteration 5F: 3 clusters Score -807070.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -807630.625000 Penalty: 4571.936523
	Iteration 6F: 3 clusters Score -807630.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -808061.812500 Penalty: 4571.936523
	Iteration 7F: 3 clusters Score -808061.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -808328.750000 Penalty: 4571.936523
	Iteration 8Q: 3 clusters Score -808328.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -808496.312500 Penalty: 4571.936523
	Iteration 9Q: 3 clusters Score -808496.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -808569.750000 Penalty: 4571.936523
	Iteration 10Q: 3 clusters Score -808569.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -808613.812500 Penalty: 4571.936523
	Iteration 11Q: 3 clusters Score -808613.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -808642.187500 Penalty: 4571.936523
	Iteration 12Q: 3 clusters Score -808642.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -808665.625000 Penalty: 4571.936523
	Iteration 13Q: 3 clusters Score -808665.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -808682.187500 Penalty: 4571.936523
	Iteration 14Q: 3 clusters Score -808682.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -808689.875000 Penalty: 4571.936523
	Iteration 15Q: 3 clusters Score -808689.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -808693.562500 Penalty: 4571.936523
	Iteration 16Q: 3 clusters Score -808693.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -808699.687500 Penalty: 4571.936523
	Iteration 17Q: 3 clusters Score -808699.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -808705.875000 Penalty: 4571.936523
	Iteration 18Q: 3 clusters Score -808705.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -808709.750000 Penalty: 4571.936523
	Iteration 19Q: 3 clusters Score -808709.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -808709.312500 Penalty: 4571.936523
	Iteration 20F: 3 clusters Score -808709.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -808710.875000 Penalty: 4571.936523
	Iteration 21Q: 3 clusters Score -808710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -808713.562500 Penalty: 4571.936523
	Iteration 22Q: 3 clusters Score -808713.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -808714.875000 Penalty: 4571.936523
	Iteration 23Q: 3 clusters Score -808714.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -808717.125000 Penalty: 4571.936523
	Iteration 24Q: 3 clusters Score -808717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -808716.062500 Penalty: 4571.936523
	Iteration 25Q: 3 clusters Score -808716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -808716.750000 Penalty: 4571.936523
	Iteration 26Q: 3 clusters Score -808716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -808716.750000 Penalty: 4571.936523
	Iteration 27F: 3 clusters Score -808716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Entering Unmasked Estep 
Score: -1608498.000000 Penalty: 2437.132324
	Iteration 0F: 2 clusters Score -1608498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1595346.375000 Penalty: 4874.264648
	Iteration 0F: 3 clusters Score -1595346 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1599603.000000 Penalty: 4874.264648
	Iteration 1F: 3 clusters Score -1599603 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1599963.500000 Penalty: 4874.264648
	Iteration 2F: 3 clusters Score -1599964 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1600253.625000 Penalty: 4874.264648
	Iteration 3Q: 3 clusters Score -1600254 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1600512.625000 Penalty: 4874.264648
	Iteration 4Q: 3 clusters Score -1600513 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1600763.375000 Penalty: 4874.264648
	Iteration 5Q: 3 clusters Score -1600763 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1601080.500000 Penalty: 4874.264648
	Iteration 6Q: 3 clusters Score -1601080 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1601457.000000 Penalty: 4874.264648
	Iteration 7Q: 3 clusters Score -1601457 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1601879.250000 Penalty: 4874.264648
	Iteration 8Q: 3 clusters Score -1601879 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1602366.750000 Penalty: 4874.264648
	Iteration 9Q: 3 clusters Score -1602367 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1602933.250000 Penalty: 4874.264648
	Iteration 10Q: 3 clusters Score -1602933 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1603483.375000 Penalty: 4874.264648
	Iteration 11Q: 3 clusters Score -1603483 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1603986.250000 Penalty: 4874.264648
	Iteration 12Q: 3 clusters Score -1603986 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1604417.000000 Penalty: 4874.264648
	Iteration 13Q: 3 clusters Score -1604417 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1604758.125000 Penalty: 4874.264648
	Iteration 14Q: 3 clusters Score -1604758 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1605002.750000 Penalty: 4874.264648
	Iteration 15Q: 3 clusters Score -1605003 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1605203.125000 Penalty: 4874.264648
	Iteration 16Q: 3 clusters Score -1605203 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1605358.375000 Penalty: 4874.264648
	Iteration 17Q: 3 clusters Score -1605358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1605495.125000 Penalty: 4874.264648
	Iteration 18Q: 3 clusters Score -1605495 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1605617.125000 Penalty: 4874.264648
	Iteration 19Q: 3 clusters Score -1605617 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1605701.250000 Penalty: 4874.264648
	Iteration 20F: 3 clusters Score -1605701 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1605778.625000 Penalty: 4874.264648
	Iteration 21Q: 3 clusters Score -1605779 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1605853.875000 Penalty: 4874.264648
	Iteration 22Q: 3 clusters Score -1605854 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1605909.375000 Penalty: 4874.264648
	Iteration 23Q: 3 clusters Score -1605909 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1605968.875000 Penalty: 4874.264648
	Iteration 24Q: 3 clusters Score -1605969 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1606020.875000 Penalty: 4874.264648
	Iteration 25Q: 3 clusters Score -1606021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1606073.125000 Penalty: 4874.264648
	Iteration 26Q: 3 clusters Score -1606073 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1606130.750000 Penalty: 4874.264648
	Iteration 27Q: 3 clusters Score -1606131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1606182.125000 Penalty: 4874.264648
	Iteration 28Q: 3 clusters Score -1606182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1606228.375000 Penalty: 4874.264648
	Iteration 29Q: 3 clusters Score -1606228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1606255.125000 Penalty: 4874.264648
	Iteration 30Q: 3 clusters Score -1606255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1606279.875000 Penalty: 4874.264648
	Iteration 31Q: 3 clusters Score -1606280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1606299.250000 Penalty: 4874.264648
	Iteration 32Q: 3 clusters Score -1606299 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1606312.375000 Penalty: 4874.264648
	Iteration 33Q: 3 clusters Score -1606312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1606327.125000 Penalty: 4874.264648
	Iteration 34Q: 3 clusters Score -1606327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1606344.250000 Penalty: 4874.264648
	Iteration 35Q: 3 clusters Score -1606344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1606360.250000 Penalty: 4874.264648
	Iteration 36Q: 3 clusters Score -1606360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1606374.250000 Penalty: 4874.264648
	Iteration 37Q: 3 clusters Score -1606374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1606381.875000 Penalty: 4874.264648
	Iteration 38Q: 3 clusters Score -1606382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1606389.000000 Penalty: 4874.264648
	Iteration 39Q: 3 clusters Score -1606389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1606393.125000 Penalty: 4874.264648
	Iteration 40F: 3 clusters Score -1606393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1606398.500000 Penalty: 4874.264648
	Iteration 41Q: 3 clusters Score -1606398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1606400.375000 Penalty: 4874.264648
	Iteration 42Q: 3 clusters Score -1606400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1606403.000000 Penalty: 4874.264648
	Iteration 43Q: 3 clusters Score -1606403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1606403.250000 Penalty: 4874.264648
	Iteration 44Q: 3 clusters Score -1606403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1606403.625000 Penalty: 4874.264648
	Iteration 45Q: 3 clusters Score -1606404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1606407.625000 Penalty: 4874.264648
	Iteration 46Q: 3 clusters Score -1606408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1606408.625000 Penalty: 4874.264648
	Iteration 47Q: 3 clusters Score -1606409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1606408.625000 Penalty: 4874.264648
	Iteration 48Q: 3 clusters Score -1606409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1606409.750000 Penalty: 4874.264648
	Iteration 49Q: 3 clusters Score -1606410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1606410.750000 Penalty: 4874.264648
	Iteration 50Q: 3 clusters Score -1606411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1606413.875000 Penalty: 4874.264648
	Iteration 51Q: 3 clusters Score -1606414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1606415.125000 Penalty: 4874.264648
	Iteration 52Q: 3 clusters Score -1606415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1606413.625000 Penalty: 4874.264648
	Iteration 53Q: 3 clusters Score -1606414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1606413.625000 Penalty: 4874.264648
	Iteration 54F: 3 clusters Score -1606414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -424602.156250 Penalty: 2167.762207
	Iteration 0F: 2 clusters Score -424602.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -419276.468750 Penalty: 4335.524414
	Iteration 0F: 3 clusters Score -419276.5 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -421167.156250 Penalty: 4335.524414
	Iteration 1F: 3 clusters Score -421167.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -421868.812500 Penalty: 4335.524414
	Iteration 2F: 3 clusters Score -421868.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -422386.625000 Penalty: 4335.524414
	Iteration 3F: 3 clusters Score -422386.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -422854.000000 Penalty: 4335.524414
	Iteration 4F: 3 clusters Score -422854 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -423256.406250 Penalty: 4335.524414
	Iteration 5F: 3 clusters Score -423256.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -423569.625000 Penalty: 4335.524414
	Iteration 6Q: 3 clusters Score -423569.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -423756.843750 Penalty: 4335.524414
	Iteration 7Q: 3 clusters Score -423756.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -423889.250000 Penalty: 4335.524414
	Iteration 8Q: 3 clusters Score -423889.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -424022.812500 Penalty: 4335.524414
	Iteration 9Q: 3 clusters Score -424022.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -424148.531250 Penalty: 4335.524414
	Iteration 10Q: 3 clusters Score -424148.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -424277.843750 Penalty: 4335.524414
	Iteration 11Q: 3 clusters Score -424277.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -424364.250000 Penalty: 4335.524414
	Iteration 12Q: 3 clusters Score -424364.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -424415.187500 Penalty: 4335.524414
	Iteration 13Q: 3 clusters Score -424415.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -424445.187500 Penalty: 4335.524414
	Iteration 14Q: 3 clusters Score -424445.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -424465.781250 Penalty: 4335.524414
	Iteration 15Q: 3 clusters Score -424465.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -424476.562500 Penalty: 4335.524414
	Iteration 16Q: 3 clusters Score -424476.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -424483.062500 Penalty: 4335.524414
	Iteration 17Q: 3 clusters Score -424483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -424489.562500 Penalty: 4335.524414
	Iteration 18Q: 3 clusters Score -424489.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -424494.062500 Penalty: 4335.524414
	Iteration 19Q: 3 clusters Score -424494.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -424503.531250 Penalty: 4335.524414
	Iteration 20F: 3 clusters Score -424503.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -424510.375000 Penalty: 4335.524414
	Iteration 21Q: 3 clusters Score -424510.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -424514.843750 Penalty: 4335.524414
	Iteration 22Q: 3 clusters Score -424514.8 nChanged 13
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: -424516.406250 Penalty: 4335.524414
	Iteration 23Q: 3 clusters Score -424516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -424517.656250 Penalty: 4335.524414
	Iteration 24Q: 3 clusters Score -424517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -424518.875000 Penalty: 4335.524414
	Iteration 25Q: 3 clusters Score -424518.9 nChanged 2
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: -424518.625000 Penalty: 4335.524414
	Iteration 26Q: 3 clusters Score -424518.6 nChanged 0
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: -424518.625000 Penalty: 4335.524414
	Iteration 27F: 3 clusters Score -424518.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (101600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Entering Unmasked Estep 
Score: -8926024.000000 Penalty: 2859.142090
	Iteration 0F: 2 clusters Score -8926024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -8857817.000000 Penalty: 5718.284180
	Iteration 0F: 3 clusters Score -8857817 nChanged 48128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -8885402.000000 Penalty: 5718.284180
	Iteration 1F: 3 clusters Score -8885402 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -8886123.000000 Penalty: 5718.284180
	Iteration 2Q: 3 clusters Score -8886123 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -8886936.000000 Penalty: 5718.284180
	Iteration 3Q: 3 clusters Score -8886936 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -8887688.000000 Penalty: 5718.284180
	Iteration 4Q: 3 clusters Score -8887688 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -8888716.000000 Penalty: 5718.284180
	Iteration 5Q: 3 clusters Score -8888716 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -8890145.000000 Penalty: 5718.284180
	Iteration 6Q: 3 clusters Score -8890145 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 61050 members 
Entering Unmasked Estep 
Score: -8892239.000000 Penalty: 5718.284180
	Iteration 7Q: 3 clusters Score -8892239 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -8895527.000000 Penalty: 5718.284180
	Iteration 8F: 3 clusters Score -8895527 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -8900433.000000 Penalty: 5718.284180
	Iteration 9F: 3 clusters Score -8900433 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -8906405.000000 Penalty: 5718.284180
	Iteration 10F: 3 clusters Score -8906405 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -8911593.000000 Penalty: 5718.284180
	Iteration 11F: 3 clusters Score -8911593 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -8914979.000000 Penalty: 5718.284180
	Iteration 12Q: 3 clusters Score -8914979 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -8917076.000000 Penalty: 5718.284180
	Iteration 13Q: 3 clusters Score -8917076 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -8918579.000000 Penalty: 5718.284180
	Iteration 14Q: 3 clusters Score -8918579 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -8919798.000000 Penalty: 5718.284180
	Iteration 15Q: 3 clusters Score -8919798 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -8920768.000000 Penalty: 5718.284180
	Iteration 16Q: 3 clusters Score -8920768 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -8921593.000000 Penalty: 5718.284180
	Iteration 17Q: 3 clusters Score -8921593 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -8922209.000000 Penalty: 5718.284180
	Iteration 18Q: 3 clusters Score -8922209 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -8922703.000000 Penalty: 5718.284180
	Iteration 19Q: 3 clusters Score -8922703 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -8922986.000000 Penalty: 5718.284180
	Iteration 20F: 3 clusters Score -8922986 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -8923172.000000 Penalty: 5718.284180
	Iteration 21Q: 3 clusters Score -8923172 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -8923330.000000 Penalty: 5718.284180
	Iteration 22Q: 3 clusters Score -8923330 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 99208 members 
Entering Unmasked Estep 
Score: -8923444.000000 Penalty: 5718.284180
	Iteration 23Q: 3 clusters Score -8923444 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -8923574.000000 Penalty: 5718.284180
	Iteration 24Q: 3 clusters Score -8923574 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -8923656.000000 Penalty: 5718.284180
	Iteration 25Q: 3 clusters Score -8923656 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -8923780.000000 Penalty: 5718.284180
	Iteration 26Q: 3 clusters Score -8923780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -8923848.000000 Penalty: 5718.284180
	Iteration 27Q: 3 clusters Score -8923848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -8923929.000000 Penalty: 5718.284180
	Iteration 28Q: 3 clusters Score -8923929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -8923958.000000 Penalty: 5718.284180
	Iteration 29Q: 3 clusters Score -8923958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -8923984.000000 Penalty: 5718.284180
	Iteration 30Q: 3 clusters Score -8923984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
Score: -8924010.000000 Penalty: 5718.284180
	Iteration 31Q: 3 clusters Score -8924010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -8924024.000000 Penalty: 5718.284180
	Iteration 32Q: 3 clusters Score -8924024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 100220 members 
Entering Unmasked Estep 
Score: -8924027.000000 Penalty: 5718.284180
	Iteration 33Q: 3 clusters Score -8924027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -8924025.000000 Penalty: 5718.284180
	Iteration 34Q: 3 clusters Score -8924025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -8924033.000000 Penalty: 5718.284180
	Iteration 35Q: 3 clusters Score -8924033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -8924062.000000 Penalty: 5718.284180
	Iteration 36Q: 3 clusters Score -8924062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100305 members 
Entering Unmasked Estep 
Score: -8924075.000000 Penalty: 5718.284180
	Iteration 37Q: 3 clusters Score -8924075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 100323 members 
Entering Unmasked Estep 
Score: -8924088.000000 Penalty: 5718.284180
	Iteration 38Q: 3 clusters Score -8924088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -8924089.000000 Penalty: 5718.284180
	Iteration 39Q: 3 clusters Score -8924089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -8924110.000000 Penalty: 5718.284180
	Iteration 40F: 3 clusters Score -8924110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 100355 members 
Entering Unmasked Estep 
Score: -8924108.000000 Penalty: 5718.284180
	Iteration 41Q: 3 clusters Score -8924108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -8924131.000000 Penalty: 5718.284180
	Iteration 42Q: 3 clusters Score -8924131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -8924123.000000 Penalty: 5718.284180
	Iteration 43Q: 3 clusters Score -8924123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -8924115.000000 Penalty: 5718.284180
	Iteration 44Q: 3 clusters Score -8924115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -8924124.000000 Penalty: 5718.284180
	Iteration 45Q: 3 clusters Score -8924124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -8924123.000000 Penalty: 5718.284180
	Iteration 46Q: 3 clusters Score -8924123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -8924130.000000 Penalty: 5718.284180
	Iteration 47Q: 3 clusters Score -8924130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -8924134.000000 Penalty: 5718.284180
	Iteration 48Q: 3 clusters Score -8924134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -8924146.000000 Penalty: 5718.284180
	Iteration 49Q: 3 clusters Score -8924146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -8924147.000000 Penalty: 5718.284180
	Iteration 50Q: 3 clusters Score -8924147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -8924157.000000 Penalty: 5718.284180
	Iteration 51Q: 3 clusters Score -8924157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -8924155.000000 Penalty: 5718.284180
	Iteration 52Q: 3 clusters Score -8924155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -8924149.000000 Penalty: 5718.284180
	Iteration 53Q: 3 clusters Score -8924149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -8924153.000000 Penalty: 5718.284180
	Iteration 54Q: 3 clusters Score -8924153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -8924153.000000 Penalty: 5718.284180
	Iteration 55F: 3 clusters Score -8924153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -452769.250000 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -452769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -448075.656250 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -448075.7 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -449197.843750 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -449197.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -449450.750000 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -449450.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -449625.625000 Penalty: 4246.265625
	Iteration 3F: 3 clusters Score -449625.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -449784.718750 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -449784.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -449928.031250 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -449928 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -450039.000000 Penalty: 4246.265625
	Iteration 6Q: 3 clusters Score -450039 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -450156.656250 Penalty: 4246.265625
	Iteration 7Q: 3 clusters Score -450156.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -450278.562500 Penalty: 4246.265625
	Iteration 8Q: 3 clusters Score -450278.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -450421.718750 Penalty: 4246.265625
	Iteration 9Q: 3 clusters Score -450421.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -450557.062500 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -450557.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -450685.250000 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -450685.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -450794.156250 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -450794.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -450883.968750 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -450884 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -450954.593750 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -450954.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -451026.125000 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -451026.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -451093.156250 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -451093.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -451152.406250 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -451152.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -451212.875000 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -451212.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -451262.968750 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -451263 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -451310.062500 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -451310.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -451350.843750 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -451350.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -451395.125000 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -451395.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -451426.281250 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -451426.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -451456.156250 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -451456.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -451485.218750 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -451485.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -451507.843750 Penalty: 4246.265625
	Iteration 26Q: 3 clusters Score -451507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -451526.750000 Penalty: 4246.265625
	Iteration 27Q: 3 clusters Score -451526.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -451546.593750 Penalty: 4246.265625
	Iteration 28Q: 3 clusters Score -451546.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -451566.718750 Penalty: 4246.265625
	Iteration 29Q: 3 clusters Score -451566.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -451583.375000 Penalty: 4246.265625
	Iteration 30Q: 3 clusters Score -451583.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -451599.031250 Penalty: 4246.265625
	Iteration 31Q: 3 clusters Score -451599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -451608.125000 Penalty: 4246.265625
	Iteration 32Q: 3 clusters Score -451608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -451614.031250 Penalty: 4246.265625
	Iteration 33Q: 3 clusters Score -451614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -451618.593750 Penalty: 4246.265625
	Iteration 34Q: 3 clusters Score -451618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -451620.406250 Penalty: 4246.265625
	Iteration 35Q: 3 clusters Score -451620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -451620.812500 Penalty: 4246.265625
	Iteration 36Q: 3 clusters Score -451620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -451622.281250 Penalty: 4246.265625
	Iteration 37Q: 3 clusters Score -451622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -451622.562500 Penalty: 4246.265625
	Iteration 38Q: 3 clusters Score -451622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -451621.937500 Penalty: 4246.265625
	Iteration 39Q: 3 clusters Score -451621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -451621.937500 Penalty: 4246.265625
	Iteration 40F: 3 clusters Score -451621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Entering Unmasked Estep 
Score: -878535.250000 Penalty: 2309.195068
	Iteration 0F: 2 clusters Score -878535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -870113.500000 Penalty: 4618.390137
	Iteration 0F: 3 clusters Score -870113.5 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -872548.500000 Penalty: 4618.390137
	Iteration 1F: 3 clusters Score -872548.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -872906.312500 Penalty: 4618.390137
	Iteration 2F: 3 clusters Score -872906.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -873238.375000 Penalty: 4618.390137
	Iteration 3F: 3 clusters Score -873238.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -873566.187500 Penalty: 4618.390137
	Iteration 4F: 3 clusters Score -873566.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -873919.750000 Penalty: 4618.390137
	Iteration 5F: 3 clusters Score -873919.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -874257.687500 Penalty: 4618.390137
	Iteration 6Q: 3 clusters Score -874257.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -874534.250000 Penalty: 4618.390137
	Iteration 7Q: 3 clusters Score -874534.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -874820.375000 Penalty: 4618.390137
	Iteration 8Q: 3 clusters Score -874820.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -875112.625000 Penalty: 4618.390137
	Iteration 9Q: 3 clusters Score -875112.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -875369.687500 Penalty: 4618.390137
	Iteration 10Q: 3 clusters Score -875369.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -875589.312500 Penalty: 4618.390137
	Iteration 11Q: 3 clusters Score -875589.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -875825.875000 Penalty: 4618.390137
	Iteration 12Q: 3 clusters Score -875825.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -876050.187500 Penalty: 4618.390137
	Iteration 13Q: 3 clusters Score -876050.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -876257.937500 Penalty: 4618.390137
	Iteration 14Q: 3 clusters Score -876257.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -876407.062500 Penalty: 4618.390137
	Iteration 15Q: 3 clusters Score -876407.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -876524.375000 Penalty: 4618.390137
	Iteration 16Q: 3 clusters Score -876524.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -876645.750000 Penalty: 4618.390137
	Iteration 17Q: 3 clusters Score -876645.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -876749.750000 Penalty: 4618.390137
	Iteration 18Q: 3 clusters Score -876749.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -876846.625000 Penalty: 4618.390137
	Iteration 19Q: 3 clusters Score -876846.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -876932.062500 Penalty: 4618.390137
	Iteration 20F: 3 clusters Score -876932.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -877019.312500 Penalty: 4618.390137
	Iteration 21Q: 3 clusters Score -877019.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -877088.375000 Penalty: 4618.390137
	Iteration 22Q: 3 clusters Score -877088.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -877132.875000 Penalty: 4618.390137
	Iteration 23Q: 3 clusters Score -877132.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -877174.812500 Penalty: 4618.390137
	Iteration 24Q: 3 clusters Score -877174.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -877224.187500 Penalty: 4618.390137
	Iteration 25Q: 3 clusters Score -877224.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -877275.562500 Penalty: 4618.390137
	Iteration 26Q: 3 clusters Score -877275.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -877323.250000 Penalty: 4618.390137
	Iteration 27Q: 3 clusters Score -877323.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -877372.437500 Penalty: 4618.390137
	Iteration 28Q: 3 clusters Score -877372.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -877405.125000 Penalty: 4618.390137
	Iteration 29Q: 3 clusters Score -877405.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -877444.625000 Penalty: 4618.390137
	Iteration 30Q: 3 clusters Score -877444.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -877468.875000 Penalty: 4618.390137
	Iteration 31Q: 3 clusters Score -877468.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -877483.687500 Penalty: 4618.390137
	Iteration 32Q: 3 clusters Score -877483.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -877488.562500 Penalty: 4618.390137
	Iteration 33Q: 3 clusters Score -877488.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -877497.812500 Penalty: 4618.390137
	Iteration 34Q: 3 clusters Score -877497.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -877503.375000 Penalty: 4618.390137
	Iteration 35Q: 3 clusters Score -877503.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -877511.750000 Penalty: 4618.390137
	Iteration 36Q: 3 clusters Score -877511.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -877517.375000 Penalty: 4618.390137
	Iteration 37Q: 3 clusters Score -877517.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -877518.562500 Penalty: 4618.390137
	Iteration 38Q: 3 clusters Score -877518.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -877523.562500 Penalty: 4618.390137
	Iteration 39Q: 3 clusters Score -877523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -877525.812500 Penalty: 4618.390137
	Iteration 40F: 3 clusters Score -877525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -877526.000000 Penalty: 4618.390137
	Iteration 41Q: 3 clusters Score -877526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -877527.937500 Penalty: 4618.390137
	Iteration 42Q: 3 clusters Score -877527.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -877527.312500 Penalty: 4618.390137
	Iteration 43Q: 3 clusters Score -877527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -877529.562500 Penalty: 4618.390137
	Iteration 44Q: 3 clusters Score -877529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -877529.562500 Penalty: 4618.390137
	Iteration 45F: 3 clusters Score -877529.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -309512.906250 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -309512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -305796.406250 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -305796.4 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -306747.437500 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -306747.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -306999.156250 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -306999.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -307183.937500 Penalty: 4084.212646
	Iteration 3F: 3 clusters Score -307183.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -307384.250000 Penalty: 4084.212646
	Iteration 4Q: 3 clusters Score -307384.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -307658.375000 Penalty: 4084.212646
	Iteration 5Q: 3 clusters Score -307658.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -307962.406250 Penalty: 4084.212646
	Iteration 6Q: 3 clusters Score -307962.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -308245.812500 Penalty: 4084.212646
	Iteration 7F: 3 clusters Score -308245.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -308447.750000 Penalty: 4084.212646
	Iteration 8F: 3 clusters Score -308447.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -308599.750000 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -308599.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -308725.687500 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -308725.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -308824.281250 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -308824.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -308885.562500 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -308885.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -308923.562500 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -308923.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -308952.187500 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -308952.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -308987.000000 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -308987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -309017.937500 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -309017.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -309060.093750 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -309060.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -309098.843750 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -309098.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -309130.500000 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -309130.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -309156.250000 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -309156.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -309171.343750 Penalty: 4084.212646
	Iteration 21Q: 3 clusters Score -309171.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -309189.625000 Penalty: 4084.212646
	Iteration 22Q: 3 clusters Score -309189.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -309209.718750 Penalty: 4084.212646
	Iteration 23Q: 3 clusters Score -309209.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -309254.062500 Penalty: 4084.212646
	Iteration 24Q: 3 clusters Score -309254.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -309311.437500 Penalty: 4084.212646
	Iteration 25Q: 3 clusters Score -309311.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -309357.312500 Penalty: 4084.212646
	Iteration 26Q: 3 clusters Score -309357.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -309390.250000 Penalty: 4084.212646
	Iteration 27Q: 3 clusters Score -309390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -309408.375000 Penalty: 4084.212646
	Iteration 28Q: 3 clusters Score -309408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -309414.843750 Penalty: 4084.212646
	Iteration 29Q: 3 clusters Score -309414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -309417.468750 Penalty: 4084.212646
	Iteration 30Q: 3 clusters Score -309417.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309422.437500 Penalty: 4084.212646
	Iteration 31Q: 3 clusters Score -309422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -309423.968750 Penalty: 4084.212646
	Iteration 32Q: 3 clusters Score -309424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -309423.968750 Penalty: 4084.212646
	Iteration 33F: 3 clusters Score -309424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (334154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334154 members 
Entering Unmasked Estep 
Score: -29476450.000000 Penalty: 3154.400635
	Iteration 0F: 2 clusters Score -2.947645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -29252298.000000 Penalty: 6308.801270
	Iteration 0F: 3 clusters Score -2.92523e+07 nChanged 161652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -29348730.000000 Penalty: 6308.801270
	Iteration 1F: 3 clusters Score -2.934873e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183678 members 
Mstep: Class 2 contains 150476 members 
Entering Unmasked Estep 
Score: -29351020.000000 Penalty: 6308.801270
	Iteration 2Q: 3 clusters Score -2.935102e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -29355058.000000 Penalty: 6308.801270
	Iteration 3Q: 3 clusters Score -2.935506e+07 nChanged 16719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208327 members 
Mstep: Class 2 contains 125827 members 
Entering Unmasked Estep 
Score: -29363430.000000 Penalty: 6308.801270
	Iteration 4F: 3 clusters Score -2.936343e+07 nChanged 22811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229740 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -29378230.000000 Penalty: 6308.801270
	Iteration 5F: 3 clusters Score -2.937823e+07 nChanged 28098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256918 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -29401962.000000 Penalty: 6308.801270
	Iteration 6F: 3 clusters Score -2.940196e+07 nChanged 28601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284887 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -29429146.000000 Penalty: 6308.801270
	Iteration 7F: 3 clusters Score -2.942915e+07 nChanged 22175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306832 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -29450058.000000 Penalty: 6308.801270
	Iteration 8F: 3 clusters Score -2.945006e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320354 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -29462416.000000 Penalty: 6308.801270
	Iteration 9Q: 3 clusters Score -2.946242e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327605 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -29468882.000000 Penalty: 6308.801270
	Iteration 10Q: 3 clusters Score -2.946888e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331065 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -29471758.000000 Penalty: 6308.801270
	Iteration 11Q: 3 clusters Score -2.947176e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332545 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -29472736.000000 Penalty: 6308.801270
	Iteration 12Q: 3 clusters Score -2.947274e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333140 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -29473240.000000 Penalty: 6308.801270
	Iteration 13Q: 3 clusters Score -2.947324e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333371 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -29473478.000000 Penalty: 6308.801270
	Iteration 14Q: 3 clusters Score -2.947348e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333480 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -29473592.000000 Penalty: 6308.801270
	Iteration 15Q: 3 clusters Score -2.947359e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333539 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29473644.000000 Penalty: 6308.801270
	Iteration 16Q: 3 clusters Score -2.947364e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333570 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -29473726.000000 Penalty: 6308.801270
	Iteration 17Q: 3 clusters Score -2.947373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333588 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -29473714.000000 Penalty: 6308.801270
	Iteration 18Q: 3 clusters Score -2.947371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333603 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29473732.000000 Penalty: 6308.801270
	Iteration 19Q: 3 clusters Score -2.947373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333614 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29473746.000000 Penalty: 6308.801270
	Iteration 20F: 3 clusters Score -2.947375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333618 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -29473760.000000 Penalty: 6308.801270
	Iteration 21Q: 3 clusters Score -2.947376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333624 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29473784.000000 Penalty: 6308.801270
	Iteration 22Q: 3 clusters Score -2.947378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333630 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -29473758.000000 Penalty: 6308.801270
	Iteration 23Q: 3 clusters Score -2.947376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29473764.000000 Penalty: 6308.801270
	Iteration 24Q: 3 clusters Score -2.947376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333627 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -29473736.000000 Penalty: 6308.801270
	Iteration 25Q: 3 clusters Score -2.947374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333629 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29473746.000000 Penalty: 6308.801270
	Iteration 26Q: 3 clusters Score -2.947375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29473760.000000 Penalty: 6308.801270
	Iteration 27Q: 3 clusters Score -2.947376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333634 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -29473764.000000 Penalty: 6308.801270
	Iteration 28Q: 3 clusters Score -2.947376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29473790.000000 Penalty: 6308.801270
	Iteration 29Q: 3 clusters Score -2.947379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333633 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -29473752.000000 Penalty: 6308.801270
	Iteration 30Q: 3 clusters Score -2.947375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333631 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29473760.000000 Penalty: 6308.801270
	Iteration 31Q: 3 clusters Score -2.947376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333632 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29473752.000000 Penalty: 6308.801270
	Iteration 32Q: 3 clusters Score -2.947375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333633 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -29473770.000000 Penalty: 6308.801270
	Iteration 33Q: 3 clusters Score -2.947377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333636 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29473776.000000 Penalty: 6308.801270
	Iteration 34Q: 3 clusters Score -2.947378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333637 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29473776.000000 Penalty: 6308.801270
	Iteration 35Q: 3 clusters Score -2.947378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333637 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29473776.000000 Penalty: 6308.801270
	Iteration 36F: 3 clusters Score -2.947378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1047371.375000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1047371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1038389.437500 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1038389 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1041126.062500 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1041126 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1041692.250000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1041692 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1042358.500000 Penalty: 4666.917969
	Iteration 3F: 3 clusters Score -1042358 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1043167.062500 Penalty: 4666.917969
	Iteration 4F: 3 clusters Score -1043167 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1044149.562500 Penalty: 4666.917969
	Iteration 5F: 3 clusters Score -1044150 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1045179.500000 Penalty: 4666.917969
	Iteration 6F: 3 clusters Score -1045180 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1045970.562500 Penalty: 4666.917969
	Iteration 7F: 3 clusters Score -1045971 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1046399.937500 Penalty: 4666.917969
	Iteration 8Q: 3 clusters Score -1046400 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1046574.187500 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1046574 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1046652.250000 Penalty: 4666.917969
	Iteration 10Q: 3 clusters Score -1046652 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1046683.875000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1046684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1046697.750000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1046698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1046708.062500 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1046708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1046712.375000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1046712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1046716.375000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1046716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1046719.812500 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1046720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1046722.625000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1046723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1046724.312500 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1046724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1046723.687500 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1046724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1046724.937500 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1046725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1046724.750000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1046725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1046724.375000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1046724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1046723.625000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1046724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1046723.625000 Penalty: 4666.917969
	Iteration 24F: 3 clusters Score -1046724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Entering Unmasked Estep 
Score: -1077759.625000 Penalty: 2334.635498
	Iteration 0F: 2 clusters Score -1077760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1068558.375000 Penalty: 4669.270996
	Iteration 0F: 3 clusters Score -1068558 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1071449.250000 Penalty: 4669.270996
	Iteration 1F: 3 clusters Score -1071449 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1071780.375000 Penalty: 4669.270996
	Iteration 2F: 3 clusters Score -1071780 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1072072.500000 Penalty: 4669.270996
	Iteration 3F: 3 clusters Score -1072072 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1072323.750000 Penalty: 4669.270996
	Iteration 4Q: 3 clusters Score -1072324 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1072600.875000 Penalty: 4669.270996
	Iteration 5Q: 3 clusters Score -1072601 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1072926.000000 Penalty: 4669.270996
	Iteration 6Q: 3 clusters Score -1072926 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1073344.375000 Penalty: 4669.270996
	Iteration 7Q: 3 clusters Score -1073344 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1073803.375000 Penalty: 4669.270996
	Iteration 8Q: 3 clusters Score -1073803 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1074230.875000 Penalty: 4669.270996
	Iteration 9Q: 3 clusters Score -1074231 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1074600.000000 Penalty: 4669.270996
	Iteration 10Q: 3 clusters Score -1074600 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1074930.875000 Penalty: 4669.270996
	Iteration 11Q: 3 clusters Score -1074931 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1075218.500000 Penalty: 4669.270996
	Iteration 12Q: 3 clusters Score -1075218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1075414.500000 Penalty: 4669.270996
	Iteration 13Q: 3 clusters Score -1075414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1075531.250000 Penalty: 4669.270996
	Iteration 14Q: 3 clusters Score -1075531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1075603.875000 Penalty: 4669.270996
	Iteration 15Q: 3 clusters Score -1075604 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1075668.125000 Penalty: 4669.270996
	Iteration 16Q: 3 clusters Score -1075668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1075700.250000 Penalty: 4669.270996
	Iteration 17Q: 3 clusters Score -1075700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1075726.000000 Penalty: 4669.270996
	Iteration 18Q: 3 clusters Score -1075726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1075753.000000 Penalty: 4669.270996
	Iteration 19Q: 3 clusters Score -1075753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1075771.000000 Penalty: 4669.270996
	Iteration 20F: 3 clusters Score -1075771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1075781.500000 Penalty: 4669.270996
	Iteration 21Q: 3 clusters Score -1075782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1075794.500000 Penalty: 4669.270996
	Iteration 22Q: 3 clusters Score -1075794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1075802.000000 Penalty: 4669.270996
	Iteration 23Q: 3 clusters Score -1075802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1075811.500000 Penalty: 4669.270996
	Iteration 24Q: 3 clusters Score -1075812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1075812.625000 Penalty: 4669.270996
	Iteration 25Q: 3 clusters Score -1075813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1075814.000000 Penalty: 4669.270996
	Iteration 26Q: 3 clusters Score -1075814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1075817.250000 Penalty: 4669.270996
	Iteration 27Q: 3 clusters Score -1075817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1075823.875000 Penalty: 4669.270996
	Iteration 28Q: 3 clusters Score -1075824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1075829.000000 Penalty: 4669.270996
	Iteration 29Q: 3 clusters Score -1075829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1075839.750000 Penalty: 4669.270996
	Iteration 30Q: 3 clusters Score -1075840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1075848.125000 Penalty: 4669.270996
	Iteration 31Q: 3 clusters Score -1075848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1075849.625000 Penalty: 4669.270996
	Iteration 32Q: 3 clusters Score -1075850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1075849.875000 Penalty: 4669.270996
	Iteration 33Q: 3 clusters Score -1075850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1075853.750000 Penalty: 4669.270996
	Iteration 34Q: 3 clusters Score -1075854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1075854.875000 Penalty: 4669.270996
	Iteration 35Q: 3 clusters Score -1075855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1075857.000000 Penalty: 4669.270996
	Iteration 36Q: 3 clusters Score -1075857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1075860.125000 Penalty: 4669.270996
	Iteration 37Q: 3 clusters Score -1075860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1075859.625000 Penalty: 4669.270996
	Iteration 38Q: 3 clusters Score -1075860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1075859.625000 Penalty: 4669.270996
	Iteration 39F: 3 clusters Score -1075860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -192663.250000 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -192663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -189929.437500 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -189929.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -190408.953125 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -190409 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190519.765625 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -190519.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -190577.078125 Penalty: 3802.678467
	Iteration 3Q: 3 clusters Score -190577.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -190612.750000 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -190612.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -190635.062500 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -190635.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190649.203125 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -190649.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -190661.500000 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -190661.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -190675.937500 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -190675.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -190682.312500 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -190682.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -190690.203125 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -190690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -190695.937500 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -190695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -190699.765625 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -190699.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -190705.921875 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -190705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -190711.859375 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -190711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -190716.546875 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -190716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -190719.140625 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -190719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -190724.187500 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -190724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -190726.671875 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -190726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -190728.046875 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -190728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -190729.093750 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -190729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -190731.234375 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -190731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -190732.468750 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -190732.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -190734.062500 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -190734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -190735.796875 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -190735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -190737.937500 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -190737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -190740.015625 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -190740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -190740.546875 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -190740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -190741.046875 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -190741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -190741.484375 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -190741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -190742.437500 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -190742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190744.250000 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -190744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -190745.375000 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -190745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -190746.515625 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -190746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -190746.937500 Penalty: 3802.678467
	Iteration 34Q: 3 clusters Score -190746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -190746.937500 Penalty: 3802.678467
	Iteration 35F: 3 clusters Score -190746.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Entering Unmasked Estep 
Score: -3142803.000000 Penalty: 2599.947998
	Iteration 0F: 2 clusters Score -3142803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3118479.000000 Penalty: 5199.895996
	Iteration 0F: 3 clusters Score -3118479 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3127544.000000 Penalty: 5199.895996
	Iteration 1F: 3 clusters Score -3127544 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3128090.750000 Penalty: 5199.895996
	Iteration 2Q: 3 clusters Score -3128091 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3128610.250000 Penalty: 5199.895996
	Iteration 3Q: 3 clusters Score -3128610 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3129163.000000 Penalty: 5199.895996
	Iteration 4Q: 3 clusters Score -3129163 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3129818.000000 Penalty: 5199.895996
	Iteration 5Q: 3 clusters Score -3129818 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3130682.750000 Penalty: 5199.895996
	Iteration 6Q: 3 clusters Score -3130683 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3131811.000000 Penalty: 5199.895996
	Iteration 7Q: 3 clusters Score -3131811 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3133108.500000 Penalty: 5199.895996
	Iteration 8F: 3 clusters Score -3133108 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3134456.500000 Penalty: 5199.895996
	Iteration 9F: 3 clusters Score -3134456 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3135827.750000 Penalty: 5199.895996
	Iteration 10Q: 3 clusters Score -3135828 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -3136994.750000 Penalty: 5199.895996
	Iteration 11Q: 3 clusters Score -3136995 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3138032.750000 Penalty: 5199.895996
	Iteration 12Q: 3 clusters Score -3138033 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3138836.750000 Penalty: 5199.895996
	Iteration 13Q: 3 clusters Score -3138837 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3139457.750000 Penalty: 5199.895996
	Iteration 14Q: 3 clusters Score -3139458 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3139867.500000 Penalty: 5199.895996
	Iteration 15Q: 3 clusters Score -3139868 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3140118.000000 Penalty: 5199.895996
	Iteration 16Q: 3 clusters Score -3140118 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3140288.000000 Penalty: 5199.895996
	Iteration 17Q: 3 clusters Score -3140288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3140374.250000 Penalty: 5199.895996
	Iteration 18Q: 3 clusters Score -3140374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3140439.250000 Penalty: 5199.895996
	Iteration 19Q: 3 clusters Score -3140439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3140494.000000 Penalty: 5199.895996
	Iteration 20F: 3 clusters Score -3140494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3140524.500000 Penalty: 5199.895996
	Iteration 21Q: 3 clusters Score -3140524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3140546.500000 Penalty: 5199.895996
	Iteration 22Q: 3 clusters Score -3140546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3140568.750000 Penalty: 5199.895996
	Iteration 23Q: 3 clusters Score -3140569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3140591.000000 Penalty: 5199.895996
	Iteration 24Q: 3 clusters Score -3140591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3140601.250000 Penalty: 5199.895996
	Iteration 25Q: 3 clusters Score -3140601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3140606.500000 Penalty: 5199.895996
	Iteration 26Q: 3 clusters Score -3140606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3140622.000000 Penalty: 5199.895996
	Iteration 27Q: 3 clusters Score -3140622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3140627.750000 Penalty: 5199.895996
	Iteration 28Q: 3 clusters Score -3140628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3140629.250000 Penalty: 5199.895996
	Iteration 29Q: 3 clusters Score -3140629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3140633.750000 Penalty: 5199.895996
	Iteration 30Q: 3 clusters Score -3140634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3140648.000000 Penalty: 5199.895996
	Iteration 31Q: 3 clusters Score -3140648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3140648.000000 Penalty: 5199.895996
	Iteration 32Q: 3 clusters Score -3140648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3140655.500000 Penalty: 5199.895996
	Iteration 33Q: 3 clusters Score -3140656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3140660.000000 Penalty: 5199.895996
	Iteration 34Q: 3 clusters Score -3140660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3140662.250000 Penalty: 5199.895996
	Iteration 35Q: 3 clusters Score -3140662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3140661.000000 Penalty: 5199.895996
	Iteration 36Q: 3 clusters Score -3140661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3140666.500000 Penalty: 5199.895996
	Iteration 37Q: 3 clusters Score -3140666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3140670.000000 Penalty: 5199.895996
	Iteration 38Q: 3 clusters Score -3140670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3140669.750000 Penalty: 5199.895996
	Iteration 39Q: 3 clusters Score -3140670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3140671.500000 Penalty: 5199.895996
	Iteration 40F: 3 clusters Score -3140672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3140667.250000 Penalty: 5199.895996
	Iteration 41Q: 3 clusters Score -3140667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3140673.500000 Penalty: 5199.895996
	Iteration 42Q: 3 clusters Score -3140674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3140676.750000 Penalty: 5199.895996
	Iteration 43Q: 3 clusters Score -3140677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3140677.250000 Penalty: 5199.895996
	Iteration 44Q: 3 clusters Score -3140677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3140680.500000 Penalty: 5199.895996
	Iteration 45Q: 3 clusters Score -3140680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3140681.250000 Penalty: 5199.895996
	Iteration 46Q: 3 clusters Score -3140681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3140682.750000 Penalty: 5199.895996
	Iteration 47Q: 3 clusters Score -3140683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3140683.750000 Penalty: 5199.895996
	Iteration 48Q: 3 clusters Score -3140684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3140682.000000 Penalty: 5199.895996
	Iteration 49Q: 3 clusters Score -3140682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3140682.000000 Penalty: 5199.895996
	Iteration 50F: 3 clusters Score -3140682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Entering Unmasked Estep 
Score: -617300.062500 Penalty: 2208.550049
	Iteration 0F: 2 clusters Score -617300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -611281.437500 Penalty: 4417.100098
	Iteration 0F: 3 clusters Score -611281.4 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -612854.312500 Penalty: 4417.100098
	Iteration 1F: 3 clusters Score -612854.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -613147.250000 Penalty: 4417.100098
	Iteration 2F: 3 clusters Score -613147.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -613354.687500 Penalty: 4417.100098
	Iteration 3F: 3 clusters Score -613354.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -613512.937500 Penalty: 4417.100098
	Iteration 4Q: 3 clusters Score -613512.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -613651.687500 Penalty: 4417.100098
	Iteration 5Q: 3 clusters Score -613651.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -613792.500000 Penalty: 4417.100098
	Iteration 6Q: 3 clusters Score -613792.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -613922.312500 Penalty: 4417.100098
	Iteration 7Q: 3 clusters Score -613922.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -614030.312500 Penalty: 4417.100098
	Iteration 8Q: 3 clusters Score -614030.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -614136.937500 Penalty: 4417.100098
	Iteration 9Q: 3 clusters Score -614136.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -614244.437500 Penalty: 4417.100098
	Iteration 10Q: 3 clusters Score -614244.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -614352.812500 Penalty: 4417.100098
	Iteration 11Q: 3 clusters Score -614352.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -614468.375000 Penalty: 4417.100098
	Iteration 12Q: 3 clusters Score -614468.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -614566.625000 Penalty: 4417.100098
	Iteration 13Q: 3 clusters Score -614566.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -614635.625000 Penalty: 4417.100098
	Iteration 14Q: 3 clusters Score -614635.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -614695.062500 Penalty: 4417.100098
	Iteration 15Q: 3 clusters Score -614695.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -614745.250000 Penalty: 4417.100098
	Iteration 16Q: 3 clusters Score -614745.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -614794.437500 Penalty: 4417.100098
	Iteration 17Q: 3 clusters Score -614794.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -614839.875000 Penalty: 4417.100098
	Iteration 18Q: 3 clusters Score -614839.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -614887.250000 Penalty: 4417.100098
	Iteration 19Q: 3 clusters Score -614887.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -614922.125000 Penalty: 4417.100098
	Iteration 20F: 3 clusters Score -614922.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -614954.875000 Penalty: 4417.100098
	Iteration 21Q: 3 clusters Score -614954.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -614979.750000 Penalty: 4417.100098
	Iteration 22Q: 3 clusters Score -614979.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -615002.312500 Penalty: 4417.100098
	Iteration 23Q: 3 clusters Score -615002.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -615021.312500 Penalty: 4417.100098
	Iteration 24Q: 3 clusters Score -615021.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -615039.937500 Penalty: 4417.100098
	Iteration 25Q: 3 clusters Score -615039.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -615064.500000 Penalty: 4417.100098
	Iteration 26Q: 3 clusters Score -615064.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -615090.875000 Penalty: 4417.100098
	Iteration 27Q: 3 clusters Score -615090.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -615114.812500 Penalty: 4417.100098
	Iteration 28Q: 3 clusters Score -615114.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -615134.250000 Penalty: 4417.100098
	Iteration 29Q: 3 clusters Score -615134.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -615150.875000 Penalty: 4417.100098
	Iteration 30Q: 3 clusters Score -615150.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -615166.062500 Penalty: 4417.100098
	Iteration 31Q: 3 clusters Score -615166.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -615178.625000 Penalty: 4417.100098
	Iteration 32Q: 3 clusters Score -615178.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -615192.750000 Penalty: 4417.100098
	Iteration 33Q: 3 clusters Score -615192.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -615203.687500 Penalty: 4417.100098
	Iteration 34Q: 3 clusters Score -615203.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -615216.437500 Penalty: 4417.100098
	Iteration 35Q: 3 clusters Score -615216.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -615227.875000 Penalty: 4417.100098
	Iteration 36Q: 3 clusters Score -615227.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -615242.812500 Penalty: 4417.100098
	Iteration 37Q: 3 clusters Score -615242.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -615256.250000 Penalty: 4417.100098
	Iteration 38Q: 3 clusters Score -615256.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -615272.437500 Penalty: 4417.100098
	Iteration 39Q: 3 clusters Score -615272.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -615290.562500 Penalty: 4417.100098
	Iteration 40F: 3 clusters Score -615290.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -615304.625000 Penalty: 4417.100098
	Iteration 41Q: 3 clusters Score -615304.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -615317.250000 Penalty: 4417.100098
	Iteration 42Q: 3 clusters Score -615317.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -615328.625000 Penalty: 4417.100098
	Iteration 43Q: 3 clusters Score -615328.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -615358.937500 Penalty: 4417.100098
	Iteration 44Q: 3 clusters Score -615358.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -615410.750000 Penalty: 4417.100098
	Iteration 45Q: 3 clusters Score -615410.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -615471.437500 Penalty: 4417.100098
	Iteration 46Q: 3 clusters Score -615471.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -615530.562500 Penalty: 4417.100098
	Iteration 47Q: 3 clusters Score -615530.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -615576.187500 Penalty: 4417.100098
	Iteration 48Q: 3 clusters Score -615576.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -615613.750000 Penalty: 4417.100098
	Iteration 49Q: 3 clusters Score -615613.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -615648.625000 Penalty: 4417.100098
	Iteration 50Q: 3 clusters Score -615648.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -615693.062500 Penalty: 4417.100098
	Iteration 51Q: 3 clusters Score -615693.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -615759.625000 Penalty: 4417.100098
	Iteration 52Q: 3 clusters Score -615759.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -615824.562500 Penalty: 4417.100098
	Iteration 53Q: 3 clusters Score -615824.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -615864.187500 Penalty: 4417.100098
	Iteration 54Q: 3 clusters Score -615864.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -615900.375000 Penalty: 4417.100098
	Iteration 55Q: 3 clusters Score -615900.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -615919.687500 Penalty: 4417.100098
	Iteration 56Q: 3 clusters Score -615919.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -615930.625000 Penalty: 4417.100098
	Iteration 57Q: 3 clusters Score -615930.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -615936.750000 Penalty: 4417.100098
	Iteration 58Q: 3 clusters Score -615936.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -615945.562500 Penalty: 4417.100098
	Iteration 59Q: 3 clusters Score -615945.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -615950.687500 Penalty: 4417.100098
	Iteration 60F: 3 clusters Score -615950.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -615955.750000 Penalty: 4417.100098
	Iteration 61Q: 3 clusters Score -615955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -615957.062500 Penalty: 4417.100098
	Iteration 62Q: 3 clusters Score -615957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -615957.875000 Penalty: 4417.100098
	Iteration 63Q: 3 clusters Score -615957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -615956.375000 Penalty: 4417.100098
	Iteration 64Q: 3 clusters Score -615956.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -615956.875000 Penalty: 4417.100098
	Iteration 65Q: 3 clusters Score -615956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -615956.875000 Penalty: 4417.100098
	Iteration 66F: 3 clusters Score -615956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -188803.750000 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -188803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -186008.234375 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -186008.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -186530.671875 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -186530.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186679.781250 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -186679.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -186758.687500 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -186758.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -186799.171875 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -186799.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -186827.031250 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -186827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -186857.437500 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -186857.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -186887.125000 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -186887.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -186905.843750 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -186905.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -186922.093750 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -186922.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -186937.812500 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -186937.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -186956.296875 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -186956.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -186977.187500 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -186977.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -186989.750000 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -186989.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -187004.906250 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -187004.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -187022.203125 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -187022.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -187043.218750 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -187043.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -187056.406250 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -187056.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -187066.343750 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -187066.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -187071.187500 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -187071.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -187078.171875 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -187078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -187085.281250 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -187085.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -187094.578125 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -187094.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -187102.406250 Penalty: 3824.261719
	Iteration 23Q: 3 clusters Score -187102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -187106.437500 Penalty: 3824.261719
	Iteration 24Q: 3 clusters Score -187106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -187108.968750 Penalty: 3824.261719
	Iteration 25Q: 3 clusters Score -187109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -187109.906250 Penalty: 3824.261719
	Iteration 26Q: 3 clusters Score -187109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -187110.437500 Penalty: 3824.261719
	Iteration 27Q: 3 clusters Score -187110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -187110.703125 Penalty: 3824.261719
	Iteration 28Q: 3 clusters Score -187110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -187110.703125 Penalty: 3824.261719
	Iteration 29F: 3 clusters Score -187110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Entering Unmasked Estep 
Score: -1522657.375000 Penalty: 2413.915283
	Iteration 0F: 2 clusters Score -1522657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1510531.625000 Penalty: 4827.830566
	Iteration 0F: 3 clusters Score -1510532 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1514533.250000 Penalty: 4827.830566
	Iteration 1F: 3 clusters Score -1514533 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1515165.500000 Penalty: 4827.830566
	Iteration 2F: 3 clusters Score -1515166 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1516061.000000 Penalty: 4827.830566
	Iteration 3F: 3 clusters Score -1516061 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1517356.750000 Penalty: 4827.830566
	Iteration 4F: 3 clusters Score -1517357 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1519012.875000 Penalty: 4827.830566
	Iteration 5F: 3 clusters Score -1519013 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1520814.375000 Penalty: 4827.830566
	Iteration 6F: 3 clusters Score -1520814 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1522195.875000 Penalty: 4827.830566
	Iteration 7F: 3 clusters Score -1522196 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1522880.875000 Penalty: 4827.830566
	Iteration 8F: 3 clusters Score -1522881 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1523093.375000 Penalty: 4827.830566
	Iteration 9Q: 3 clusters Score -1523093 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1523172.250000 Penalty: 4827.830566
	Iteration 10Q: 3 clusters Score -1523172 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1523219.125000 Penalty: 4827.830566
	Iteration 11Q: 3 clusters Score -1523219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1523239.000000 Penalty: 4827.830566
	Iteration 12Q: 3 clusters Score -1523239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1523253.000000 Penalty: 4827.830566
	Iteration 13Q: 3 clusters Score -1523253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1523252.500000 Penalty: 4827.830566
	Iteration 14Q: 3 clusters Score -1523252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1523260.750000 Penalty: 4827.830566
	Iteration 15Q: 3 clusters Score -1523261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1523257.125000 Penalty: 4827.830566
	Iteration 16Q: 3 clusters Score -1523257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1523258.125000 Penalty: 4827.830566
	Iteration 17Q: 3 clusters Score -1523258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1523258.500000 Penalty: 4827.830566
	Iteration 18Q: 3 clusters Score -1523258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1523259.875000 Penalty: 4827.830566
	Iteration 19Q: 3 clusters Score -1523260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1523259.875000 Penalty: 4827.830566
	Iteration 20F: 3 clusters Score -1523260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 101600 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334154 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35727 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 12637 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61648 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 18749 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25204 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30961 members 
Mstep: Class 35 contains 7827 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 4237 members 
Entering Unmasked Estep 
Score: -113000280.000000 Penalty: 129393.078125
Splitting cluster 22 changes total score from -113000608.000000 to -113000280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Entering Unmasked Estep 
Score: -1186923.500000 Penalty: 2381.440918
	Iteration 0F: 2 clusters Score -1186924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1176201.750000 Penalty: 4762.881836
	Iteration 0F: 3 clusters Score -1176202 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1179827.625000 Penalty: 4762.881836
	Iteration 1F: 3 clusters Score -1179828 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1180478.000000 Penalty: 4762.881836
	Iteration 2F: 3 clusters Score -1180478 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1181228.875000 Penalty: 4762.881836
	Iteration 3F: 3 clusters Score -1181229 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1182148.875000 Penalty: 4762.881836
	Iteration 4F: 3 clusters Score -1182149 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1183282.250000 Penalty: 4762.881836
	Iteration 5F: 3 clusters Score -1183282 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1184510.625000 Penalty: 4762.881836
	Iteration 6F: 3 clusters Score -1184511 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1185498.875000 Penalty: 4762.881836
	Iteration 7F: 3 clusters Score -1185499 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1186138.500000 Penalty: 4762.881836
	Iteration 8F: 3 clusters Score -1186138 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1186466.500000 Penalty: 4762.881836
	Iteration 9Q: 3 clusters Score -1186466 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1186621.500000 Penalty: 4762.881836
	Iteration 10Q: 3 clusters Score -1186622 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1186693.000000 Penalty: 4762.881836
	Iteration 11Q: 3 clusters Score -1186693 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1186743.875000 Penalty: 4762.881836
	Iteration 12Q: 3 clusters Score -1186744 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1186775.125000 Penalty: 4762.881836
	Iteration 13Q: 3 clusters Score -1186775 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1186794.125000 Penalty: 4762.881836
	Iteration 14Q: 3 clusters Score -1186794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1186801.000000 Penalty: 4762.881836
	Iteration 15Q: 3 clusters Score -1186801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1186813.875000 Penalty: 4762.881836
	Iteration 16Q: 3 clusters Score -1186814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1186817.000000 Penalty: 4762.881836
	Iteration 17Q: 3 clusters Score -1186817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1186820.625000 Penalty: 4762.881836
	Iteration 18Q: 3 clusters Score -1186821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1186822.375000 Penalty: 4762.881836
	Iteration 19Q: 3 clusters Score -1186822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1186825.750000 Penalty: 4762.881836
	Iteration 20F: 3 clusters Score -1186826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1186826.500000 Penalty: 4762.881836
	Iteration 21Q: 3 clusters Score -1186826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1186829.125000 Penalty: 4762.881836
	Iteration 22Q: 3 clusters Score -1186829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1186827.500000 Penalty: 4762.881836
	Iteration 23Q: 3 clusters Score -1186828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1186827.750000 Penalty: 4762.881836
	Iteration 24Q: 3 clusters Score -1186828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1186828.875000 Penalty: 4762.881836
	Iteration 25Q: 3 clusters Score -1186829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1186827.000000 Penalty: 4762.881836
	Iteration 26Q: 3 clusters Score -1186827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1186828.875000 Penalty: 4762.881836
	Iteration 27Q: 3 clusters Score -1186829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1186828.875000 Penalty: 4762.881836
	Iteration 28F: 3 clusters Score -1186829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Entering Unmasked Estep 
Score: -645439.875000 Penalty: 2244.500732
	Iteration 0F: 2 clusters Score -645439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -638687.125000 Penalty: 4489.001465
	Iteration 0F: 3 clusters Score -638687.1 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -640701.000000 Penalty: 4489.001465
	Iteration 1F: 3 clusters Score -640701 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -641201.250000 Penalty: 4489.001465
	Iteration 2F: 3 clusters Score -641201.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -641690.062500 Penalty: 4489.001465
	Iteration 3F: 3 clusters Score -641690.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -642110.312500 Penalty: 4489.001465
	Iteration 4F: 3 clusters Score -642110.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -642482.500000 Penalty: 4489.001465
	Iteration 5F: 3 clusters Score -642482.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -642842.312500 Penalty: 4489.001465
	Iteration 6F: 3 clusters Score -642842.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -643172.687500 Penalty: 4489.001465
	Iteration 7F: 3 clusters Score -643172.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -643524.000000 Penalty: 4489.001465
	Iteration 8Q: 3 clusters Score -643524 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -643903.125000 Penalty: 4489.001465
	Iteration 9Q: 3 clusters Score -643903.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -644178.250000 Penalty: 4489.001465
	Iteration 10Q: 3 clusters Score -644178.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -644338.875000 Penalty: 4489.001465
	Iteration 11Q: 3 clusters Score -644338.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -644447.250000 Penalty: 4489.001465
	Iteration 12Q: 3 clusters Score -644447.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -644522.062500 Penalty: 4489.001465
	Iteration 13Q: 3 clusters Score -644522.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -644563.437500 Penalty: 4489.001465
	Iteration 14Q: 3 clusters Score -644563.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -644601.000000 Penalty: 4489.001465
	Iteration 15Q: 3 clusters Score -644601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -644632.875000 Penalty: 4489.001465
	Iteration 16Q: 3 clusters Score -644632.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -644658.125000 Penalty: 4489.001465
	Iteration 17Q: 3 clusters Score -644658.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -644690.937500 Penalty: 4489.001465
	Iteration 18Q: 3 clusters Score -644690.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -644723.937500 Penalty: 4489.001465
	Iteration 19Q: 3 clusters Score -644723.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -644747.187500 Penalty: 4489.001465
	Iteration 20F: 3 clusters Score -644747.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -644765.750000 Penalty: 4489.001465
	Iteration 21Q: 3 clusters Score -644765.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -644780.375000 Penalty: 4489.001465
	Iteration 22Q: 3 clusters Score -644780.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -644801.062500 Penalty: 4489.001465
	Iteration 23Q: 3 clusters Score -644801.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -644823.250000 Penalty: 4489.001465
	Iteration 24Q: 3 clusters Score -644823.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -644842.562500 Penalty: 4489.001465
	Iteration 25Q: 3 clusters Score -644842.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -644863.250000 Penalty: 4489.001465
	Iteration 26Q: 3 clusters Score -644863.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -644883.125000 Penalty: 4489.001465
	Iteration 27Q: 3 clusters Score -644883.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -644907.812500 Penalty: 4489.001465
	Iteration 28Q: 3 clusters Score -644907.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -644934.562500 Penalty: 4489.001465
	Iteration 29Q: 3 clusters Score -644934.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -644960.625000 Penalty: 4489.001465
	Iteration 30Q: 3 clusters Score -644960.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -644988.687500 Penalty: 4489.001465
	Iteration 31Q: 3 clusters Score -644988.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -645008.000000 Penalty: 4489.001465
	Iteration 32Q: 3 clusters Score -645008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -645026.187500 Penalty: 4489.001465
	Iteration 33Q: 3 clusters Score -645026.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -645044.875000 Penalty: 4489.001465
	Iteration 34Q: 3 clusters Score -645044.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -645060.937500 Penalty: 4489.001465
	Iteration 35Q: 3 clusters Score -645060.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -645075.875000 Penalty: 4489.001465
	Iteration 36Q: 3 clusters Score -645075.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -645089.937500 Penalty: 4489.001465
	Iteration 37Q: 3 clusters Score -645089.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -645105.375000 Penalty: 4489.001465
	Iteration 38Q: 3 clusters Score -645105.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -645116.125000 Penalty: 4489.001465
	Iteration 39Q: 3 clusters Score -645116.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -645128.312500 Penalty: 4489.001465
	Iteration 40F: 3 clusters Score -645128.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -645136.687500 Penalty: 4489.001465
	Iteration 41Q: 3 clusters Score -645136.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -645142.250000 Penalty: 4489.001465
	Iteration 42Q: 3 clusters Score -645142.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -645147.125000 Penalty: 4489.001465
	Iteration 43Q: 3 clusters Score -645147.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -645150.687500 Penalty: 4489.001465
	Iteration 44Q: 3 clusters Score -645150.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -645153.312500 Penalty: 4489.001465
	Iteration 45Q: 3 clusters Score -645153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -645153.625000 Penalty: 4489.001465
	Iteration 46Q: 3 clusters Score -645153.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -645156.125000 Penalty: 4489.001465
	Iteration 47Q: 3 clusters Score -645156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -645159.812500 Penalty: 4489.001465
	Iteration 48Q: 3 clusters Score -645159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -645158.625000 Penalty: 4489.001465
	Iteration 49Q: 3 clusters Score -645158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -645163.000000 Penalty: 4489.001465
	Iteration 50Q: 3 clusters Score -645163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -645163.000000 Penalty: 4489.001465
	Iteration 51Q: 3 clusters Score -645163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -645164.625000 Penalty: 4489.001465
	Iteration 52Q: 3 clusters Score -645164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -645166.312500 Penalty: 4489.001465
	Iteration 53Q: 3 clusters Score -645166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -645169.062500 Penalty: 4489.001465
	Iteration 54Q: 3 clusters Score -645169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -645170.687500 Penalty: 4489.001465
	Iteration 55Q: 3 clusters Score -645170.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -645171.937500 Penalty: 4489.001465
	Iteration 56Q: 3 clusters Score -645171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -645174.625000 Penalty: 4489.001465
	Iteration 57Q: 3 clusters Score -645174.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -645176.062500 Penalty: 4489.001465
	Iteration 58Q: 3 clusters Score -645176.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -645180.187500 Penalty: 4489.001465
	Iteration 59Q: 3 clusters Score -645180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -645181.812500 Penalty: 4489.001465
	Iteration 60F: 3 clusters Score -645181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -645182.562500 Penalty: 4489.001465
	Iteration 61Q: 3 clusters Score -645182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -645183.000000 Penalty: 4489.001465
	Iteration 62Q: 3 clusters Score -645183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -645183.937500 Penalty: 4489.001465
	Iteration 63Q: 3 clusters Score -645183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -645183.312500 Penalty: 4489.001465
	Iteration 64Q: 3 clusters Score -645183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -645183.750000 Penalty: 4489.001465
	Iteration 65Q: 3 clusters Score -645183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -645183.187500 Penalty: 4489.001465
	Iteration 66Q: 3 clusters Score -645183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -645184.562500 Penalty: 4489.001465
	Iteration 67Q: 3 clusters Score -645184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -645187.375000 Penalty: 4489.001465
	Iteration 68Q: 3 clusters Score -645187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -645187.437500 Penalty: 4489.001465
	Iteration 69Q: 3 clusters Score -645187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -645188.125000 Penalty: 4489.001465
	Iteration 70Q: 3 clusters Score -645188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -645188.312500 Penalty: 4489.001465
	Iteration 71Q: 3 clusters Score -645188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -645187.750000 Penalty: 4489.001465
	Iteration 72Q: 3 clusters Score -645187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -645189.437500 Penalty: 4489.001465
	Iteration 73Q: 3 clusters Score -645189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -645188.812500 Penalty: 4489.001465
	Iteration 74Q: 3 clusters Score -645188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -645189.312500 Penalty: 4489.001465
	Iteration 75Q: 3 clusters Score -645189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -645191.250000 Penalty: 4489.001465
	Iteration 76Q: 3 clusters Score -645191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -645189.687500 Penalty: 4489.001465
	Iteration 77Q: 3 clusters Score -645189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -645189.687500 Penalty: 4489.001465
	Iteration 78Q: 3 clusters Score -645189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -645189.062500 Penalty: 4489.001465
	Iteration 79Q: 3 clusters Score -645189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -645189.562500 Penalty: 4489.001465
	Iteration 80F: 3 clusters Score -645189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -645189.687500 Penalty: 4489.001465
	Iteration 81Q: 3 clusters Score -645189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -645191.500000 Penalty: 4489.001465
	Iteration 82Q: 3 clusters Score -645191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -645191.500000 Penalty: 4489.001465
	Iteration 83F: 3 clusters Score -645191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -146075.734375 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -146075.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -143549.718750 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -143549.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144012.031250 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -144012 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144147.046875 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -144147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144239.734375 Penalty: 3741.726074
	Iteration 3Q: 3 clusters Score -144239.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -144305.265625 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -144305.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144395.312500 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -144395.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -144531.671875 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -144531.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -144788.750000 Penalty: 3741.726074
	Iteration 7F: 3 clusters Score -144788.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -145175.234375 Penalty: 3741.726074
	Iteration 8F: 3 clusters Score -145175.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -145721.390625 Penalty: 3741.726074
	Iteration 9F: 3 clusters Score -145721.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -146214.187500 Penalty: 3741.726074
	Iteration 10F: 3 clusters Score -146214.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -146368.750000 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -146368.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -146421.546875 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -146421.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -146470.437500 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -146470.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -146496.500000 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -146496.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -146510.890625 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -146510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -146517.109375 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -146517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -146522.812500 Penalty: 3741.726074
	Iteration 17Q: 3 clusters Score -146522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -146528.265625 Penalty: 3741.726074
	Iteration 18Q: 3 clusters Score -146528.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -146534.296875 Penalty: 3741.726074
	Iteration 19Q: 3 clusters Score -146534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -146535.078125 Penalty: 3741.726074
	Iteration 20F: 3 clusters Score -146535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -146536.546875 Penalty: 3741.726074
	Iteration 21Q: 3 clusters Score -146536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -146539.625000 Penalty: 3741.726074
	Iteration 22Q: 3 clusters Score -146539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -146542.468750 Penalty: 3741.726074
	Iteration 23Q: 3 clusters Score -146542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -146544.093750 Penalty: 3741.726074
	Iteration 24Q: 3 clusters Score -146544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146549.828125 Penalty: 3741.726074
	Iteration 25Q: 3 clusters Score -146549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146552.359375 Penalty: 3741.726074
	Iteration 26Q: 3 clusters Score -146552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146552.984375 Penalty: 3741.726074
	Iteration 27Q: 3 clusters Score -146553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -146553.609375 Penalty: 3741.726074
	Iteration 28Q: 3 clusters Score -146553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -146553.609375 Penalty: 3741.726074
	Iteration 29F: 3 clusters Score -146553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 101600 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334154 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35727 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16874 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 61648 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 18749 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25204 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30961 members 
Mstep: Class 35 contains 7827 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 904 members 
Entering Unmasked Estep 
Score: -112999552.000000 Penalty: 129393.078125
Splitting cluster 25 changes total score from -113000608.000000 to -112999552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (61648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Entering Unmasked Estep 
Score: -5484541.500000 Penalty: 2735.240479
	Iteration 0F: 2 clusters Score -5484542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5443109.500000 Penalty: 5470.480957
	Iteration 0F: 3 clusters Score -5443110 nChanged 28724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -5459433.000000 Penalty: 5470.480957
	Iteration 1F: 3 clusters Score -5459433 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5460057.500000 Penalty: 5470.480957
	Iteration 2Q: 3 clusters Score -5460058 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5460820 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5461774 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5463024.500000 Penalty: 5470.480957
	Iteration 5Q: 3 clusters Score -5463024 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5464682 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5466681 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -5469238.000000 Penalty: 5470.480957
	Iteration 8F: 3 clusters Score -5469238 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5471911 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5473820.500000 Penalty: 5470.480957
	Iteration 10F: 3 clusters Score -5473820 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5474750 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5475255 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5475587.500000 Penalty: 5470.480957
	Iteration 13Q: 3 clusters Score -5475588 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -5475924.500000 Penalty: 5470.480957
	Iteration 14Q: 3 clusters Score -5475924 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5476230 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5476515.000000 Penalty: 5470.480957
	Iteration 16Q: 3 clusters Score -5476515 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5476811.500000 Penalty: 5470.480957
	Iteration 17Q: 3 clusters Score -5476812 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5477071 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5477302 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5477549 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5477742 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5477951 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5478084.500000 Penalty: 5470.480957
	Iteration 23Q: 3 clusters Score -5478084 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5478216.500000 Penalty: 5470.480957
	Iteration 24Q: 3 clusters Score -5478216 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5478329 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5478410 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -5478504.500000 Penalty: 5470.480957
	Iteration 27Q: 3 clusters Score -5478504 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -5478604.500000 Penalty: 5470.480957
	Iteration 28Q: 3 clusters Score -5478604 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5478735.500000 Penalty: 5470.480957
	Iteration 29Q: 3 clusters Score -5478736 nChanged 491
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -5478840.500000 Penalty: 5470.480957
	Iteration 30Q: 3 clusters Score -5478840 nChanged 519
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Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5478962 nChanged 516
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Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5479087 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -5479213.000000 Penalty: 5470.480957
	Iteration 33Q: 3 clusters Score -5479213 nChanged 535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5479310 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5479430 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5479558 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5479674 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5479810 nChanged 522
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Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5479934 nChanged 512
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -5480045.000000 Penalty: 5470.480957
	Iteration 40F: 3 clusters Score -5480045 nChanged 506
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5480178 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5480341 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5480454 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 53670 members 
Entering Unmasked Estep 
Score: -5480564.500000 Penalty: 5470.480957
	Iteration 44Q: 3 clusters Score -5480564 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -5480681.500000 Penalty: 5470.480957
	Iteration 45Q: 3 clusters Score -5480682 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5480774 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5480862 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5480964 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5481073 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5481133 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -5481201.500000 Penalty: 5470.480957
	Iteration 51Q: 3 clusters Score -5481202 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5481280 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5481344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -5481417.500000 Penalty: 5470.480957
	Iteration 54Q: 3 clusters Score -5481418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5481470 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -5481537.500000 Penalty: 5470.480957
	Iteration 56Q: 3 clusters Score -5481538 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -5481606.000000 Penalty: 5470.480957
	Iteration 57Q: 3 clusters Score -5481606 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5481680 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -5481719.500000 Penalty: 5470.480957
	Iteration 59Q: 3 clusters Score -5481720 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5481772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5481800 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 58374 members 
Entering Unmasked Estep 
Score: -5481826.000000 Penalty: 5470.480957
	Iteration 62Q: 3 clusters Score -5481826 nChanged 127
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5481875 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5481918 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5481942 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5481960 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -5481993.500000 Penalty: 5470.480957
	Iteration 67Q: 3 clusters Score -5481994 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5482028 nChanged 88
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Mstep: Class 1 contains 2501 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5482051 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5482077 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5482128 nChanged 69
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Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5482142 nChanged 46
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Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5482134 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5482134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5482152 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5482160 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5482173 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5482174 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5482189 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5482198 nChanged 24
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Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5482201 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5482200 nChanged 24
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5482213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5482212 nChanged 14
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Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5482217 nChanged 12
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Mstep: Class 1 contains 1849 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5482222 nChanged 13
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Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5482228 nChanged 17
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Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5482231 nChanged 13
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Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5482230 nChanged 11
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Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5482234 nChanged 15
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Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5482232 nChanged 10
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Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 59876 members 
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	Iteration 92Q: 3 clusters Score -5482233 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -5482249.500000 Penalty: 5470.480957
	Iteration 93Q: 3 clusters Score -5482250 nChanged 19
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Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5482248 nChanged 21
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5482262 nChanged 23
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Entering Unmasked Estep 
Score: -5482265.500000 Penalty: 5470.480957
	Iteration 96Q: 3 clusters Score -5482266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -5482259.000000 Penalty: 5470.480957
	Iteration 97Q: 3 clusters Score -5482259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -5482267.500000 Penalty: 5470.480957
	Iteration 98Q: 3 clusters Score -5482268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -5482269.500000 Penalty: 5470.480957
	Iteration 99Q: 3 clusters Score -5482270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -5482266.000000 Penalty: 5470.480957
	Iteration 100F: 3 clusters Score -5482266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
Score: -5482264.500000 Penalty: 5470.480957
	Iteration 101Q: 3 clusters Score -5482264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -5482266.500000 Penalty: 5470.480957
	Iteration 102Q: 3 clusters Score -5482266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -5482264.000000 Penalty: 5470.480957
	Iteration 103Q: 3 clusters Score -5482264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -5482268.000000 Penalty: 5470.480957
	Iteration 104Q: 3 clusters Score -5482268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -5482279.000000 Penalty: 5470.480957
	Iteration 105Q: 3 clusters Score -5482279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -5482279.000000 Penalty: 5470.480957
	Iteration 106Q: 3 clusters Score -5482279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -5482293.500000 Penalty: 5470.480957
	Iteration 107Q: 3 clusters Score -5482294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -5482291.500000 Penalty: 5470.480957
	Iteration 108Q: 3 clusters Score -5482292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -5482278.500000 Penalty: 5470.480957
	Iteration 109Q: 3 clusters Score -5482278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -5482285.000000 Penalty: 5470.480957
	Iteration 110Q: 3 clusters Score -5482285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -5482280.500000 Penalty: 5470.480957
	Iteration 111Q: 3 clusters Score -5482280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -5482282.000000 Penalty: 5470.480957
	Iteration 112Q: 3 clusters Score -5482282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -5482282.000000 Penalty: 5470.480957
	Iteration 113F: 3 clusters Score -5482282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Entering Unmasked Estep 
Score: -636255.562500 Penalty: 2218.991455
	Iteration 0F: 2 clusters Score -636255.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -630026.812500 Penalty: 4437.982910
	Iteration 0F: 3 clusters Score -630026.8 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -631723.125000 Penalty: 4437.982910
	Iteration 1F: 3 clusters Score -631723.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -632030.062500 Penalty: 4437.982910
	Iteration 2F: 3 clusters Score -632030.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -632251.812500 Penalty: 4437.982910
	Iteration 3F: 3 clusters Score -632251.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -632416.187500 Penalty: 4437.982910
	Iteration 4Q: 3 clusters Score -632416.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -632586.437500 Penalty: 4437.982910
	Iteration 5Q: 3 clusters Score -632586.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -632770.437500 Penalty: 4437.982910
	Iteration 6Q: 3 clusters Score -632770.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -632957.187500 Penalty: 4437.982910
	Iteration 7Q: 3 clusters Score -632957.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -633157.812500 Penalty: 4437.982910
	Iteration 8Q: 3 clusters Score -633157.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -633344.687500 Penalty: 4437.982910
	Iteration 9Q: 3 clusters Score -633344.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -633491.562500 Penalty: 4437.982910
	Iteration 10Q: 3 clusters Score -633491.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -633634.187500 Penalty: 4437.982910
	Iteration 11Q: 3 clusters Score -633634.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -633744.500000 Penalty: 4437.982910
	Iteration 12Q: 3 clusters Score -633744.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -633832.187500 Penalty: 4437.982910
	Iteration 13Q: 3 clusters Score -633832.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -633906.250000 Penalty: 4437.982910
	Iteration 14Q: 3 clusters Score -633906.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -633982.937500 Penalty: 4437.982910
	Iteration 15Q: 3 clusters Score -633982.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -634049.437500 Penalty: 4437.982910
	Iteration 16Q: 3 clusters Score -634049.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -634110.562500 Penalty: 4437.982910
	Iteration 17Q: 3 clusters Score -634110.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -634158.062500 Penalty: 4437.982910
	Iteration 18Q: 3 clusters Score -634158.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -634187.625000 Penalty: 4437.982910
	Iteration 19Q: 3 clusters Score -634187.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -634214.625000 Penalty: 4437.982910
	Iteration 20F: 3 clusters Score -634214.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -634231.937500 Penalty: 4437.982910
	Iteration 21Q: 3 clusters Score -634231.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -634244.000000 Penalty: 4437.982910
	Iteration 22Q: 3 clusters Score -634244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -634257.875000 Penalty: 4437.982910
	Iteration 23Q: 3 clusters Score -634257.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -634270.250000 Penalty: 4437.982910
	Iteration 24Q: 3 clusters Score -634270.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -634277.750000 Penalty: 4437.982910
	Iteration 25Q: 3 clusters Score -634277.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -634283.375000 Penalty: 4437.982910
	Iteration 26Q: 3 clusters Score -634283.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -634287.875000 Penalty: 4437.982910
	Iteration 27Q: 3 clusters Score -634287.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -634291.750000 Penalty: 4437.982910
	Iteration 28Q: 3 clusters Score -634291.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -634293.625000 Penalty: 4437.982910
	Iteration 29Q: 3 clusters Score -634293.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -634296.312500 Penalty: 4437.982910
	Iteration 30Q: 3 clusters Score -634296.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -634298.312500 Penalty: 4437.982910
	Iteration 31Q: 3 clusters Score -634298.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -634300.250000 Penalty: 4437.982910
	Iteration 32Q: 3 clusters Score -634300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -634301.312500 Penalty: 4437.982910
	Iteration 33Q: 3 clusters Score -634301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -634303.937500 Penalty: 4437.982910
	Iteration 34Q: 3 clusters Score -634303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -634303.875000 Penalty: 4437.982910
	Iteration 35Q: 3 clusters Score -634303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -634306.250000 Penalty: 4437.982910
	Iteration 36Q: 3 clusters Score -634306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -634306.937500 Penalty: 4437.982910
	Iteration 37Q: 3 clusters Score -634306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -634309.062500 Penalty: 4437.982910
	Iteration 38Q: 3 clusters Score -634309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -634309.750000 Penalty: 4437.982910
	Iteration 39Q: 3 clusters Score -634309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -634310.375000 Penalty: 4437.982910
	Iteration 40F: 3 clusters Score -634310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -634309.937500 Penalty: 4437.982910
	Iteration 41Q: 3 clusters Score -634309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -634311.375000 Penalty: 4437.982910
	Iteration 42Q: 3 clusters Score -634311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -634312.375000 Penalty: 4437.982910
	Iteration 43Q: 3 clusters Score -634312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -634312.375000 Penalty: 4437.982910
	Iteration 44Q: 3 clusters Score -634312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -634312.375000 Penalty: 4437.982910
	Iteration 45F: 3 clusters Score -634312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Entering Unmasked Estep 
Score: -613701.562500 Penalty: 2204.992432
	Iteration 0F: 2 clusters Score -613701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -607728.500000 Penalty: 4409.984863
	Iteration 0F: 3 clusters Score -607728.5 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -609476.437500 Penalty: 4409.984863
	Iteration 1F: 3 clusters Score -609476.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -609956.437500 Penalty: 4409.984863
	Iteration 2F: 3 clusters Score -609956.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -610485.000000 Penalty: 4409.984863
	Iteration 3F: 3 clusters Score -610485 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -610970.812500 Penalty: 4409.984863
	Iteration 4F: 3 clusters Score -610970.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -611357.250000 Penalty: 4409.984863
	Iteration 5F: 3 clusters Score -611357.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -611605.250000 Penalty: 4409.984863
	Iteration 6Q: 3 clusters Score -611605.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -611779.312500 Penalty: 4409.984863
	Iteration 7Q: 3 clusters Score -611779.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -611901.375000 Penalty: 4409.984863
	Iteration 8Q: 3 clusters Score -611901.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -612008.500000 Penalty: 4409.984863
	Iteration 9Q: 3 clusters Score -612008.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -612085.625000 Penalty: 4409.984863
	Iteration 10Q: 3 clusters Score -612085.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -612143.937500 Penalty: 4409.984863
	Iteration 11Q: 3 clusters Score -612143.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -612197.375000 Penalty: 4409.984863
	Iteration 12Q: 3 clusters Score -612197.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -612224.937500 Penalty: 4409.984863
	Iteration 13Q: 3 clusters Score -612224.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -612243.562500 Penalty: 4409.984863
	Iteration 14Q: 3 clusters Score -612243.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -612258.250000 Penalty: 4409.984863
	Iteration 15Q: 3 clusters Score -612258.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -612265.187500 Penalty: 4409.984863
	Iteration 16Q: 3 clusters Score -612265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -612270.687500 Penalty: 4409.984863
	Iteration 17Q: 3 clusters Score -612270.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -612275.312500 Penalty: 4409.984863
	Iteration 18Q: 3 clusters Score -612275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -612278.125000 Penalty: 4409.984863
	Iteration 19Q: 3 clusters Score -612278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -612281.312500 Penalty: 4409.984863
	Iteration 20F: 3 clusters Score -612281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -612285.062500 Penalty: 4409.984863
	Iteration 21Q: 3 clusters Score -612285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -612287.875000 Penalty: 4409.984863
	Iteration 22Q: 3 clusters Score -612287.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -612292.812500 Penalty: 4409.984863
	Iteration 23Q: 3 clusters Score -612292.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -612299.250000 Penalty: 4409.984863
	Iteration 24Q: 3 clusters Score -612299.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -612305.375000 Penalty: 4409.984863
	Iteration 25Q: 3 clusters Score -612305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -612312.312500 Penalty: 4409.984863
	Iteration 26Q: 3 clusters Score -612312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -612317.500000 Penalty: 4409.984863
	Iteration 27Q: 3 clusters Score -612317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -612318.687500 Penalty: 4409.984863
	Iteration 28Q: 3 clusters Score -612318.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -612322.000000 Penalty: 4409.984863
	Iteration 29Q: 3 clusters Score -612322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -612323.812500 Penalty: 4409.984863
	Iteration 30Q: 3 clusters Score -612323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -612324.312500 Penalty: 4409.984863
	Iteration 31Q: 3 clusters Score -612324.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -612326.125000 Penalty: 4409.984863
	Iteration 32Q: 3 clusters Score -612326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -612326.125000 Penalty: 4409.984863
	Iteration 33F: 3 clusters Score -612326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Entering Unmasked Estep 
Score: -1615493.750000 Penalty: 2440.046143
	Iteration 0F: 2 clusters Score -1615494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1602164.125000 Penalty: 4880.092285
	Iteration 0F: 3 clusters Score -1602164 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1606832.000000 Penalty: 4880.092285
	Iteration 1F: 3 clusters Score -1606832 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1607452.375000 Penalty: 4880.092285
	Iteration 2F: 3 clusters Score -1607452 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1608154.375000 Penalty: 4880.092285
	Iteration 3F: 3 clusters Score -1608154 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1608889.375000 Penalty: 4880.092285
	Iteration 4F: 3 clusters Score -1608889 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1609677.000000 Penalty: 4880.092285
	Iteration 5F: 3 clusters Score -1609677 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1610579.125000 Penalty: 4880.092285
	Iteration 6F: 3 clusters Score -1610579 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1611572.875000 Penalty: 4880.092285
	Iteration 7F: 3 clusters Score -1611573 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1612454.625000 Penalty: 4880.092285
	Iteration 8F: 3 clusters Score -1612455 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1613127.375000 Penalty: 4880.092285
	Iteration 9Q: 3 clusters Score -1613127 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1613511.375000 Penalty: 4880.092285
	Iteration 10Q: 3 clusters Score -1613511 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1613698.250000 Penalty: 4880.092285
	Iteration 11Q: 3 clusters Score -1613698 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1613782.625000 Penalty: 4880.092285
	Iteration 12Q: 3 clusters Score -1613783 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1613820.250000 Penalty: 4880.092285
	Iteration 13Q: 3 clusters Score -1613820 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1613844.250000 Penalty: 4880.092285
	Iteration 14Q: 3 clusters Score -1613844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1613862.875000 Penalty: 4880.092285
	Iteration 15Q: 3 clusters Score -1613863 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1613868.750000 Penalty: 4880.092285
	Iteration 16Q: 3 clusters Score -1613869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1613886.125000 Penalty: 4880.092285
	Iteration 17Q: 3 clusters Score -1613886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1613884.500000 Penalty: 4880.092285
	Iteration 18Q: 3 clusters Score -1613884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1613886.500000 Penalty: 4880.092285
	Iteration 19Q: 3 clusters Score -1613886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1613888.125000 Penalty: 4880.092285
	Iteration 20F: 3 clusters Score -1613888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1613896.875000 Penalty: 4880.092285
	Iteration 21Q: 3 clusters Score -1613897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1613895.750000 Penalty: 4880.092285
	Iteration 22Q: 3 clusters Score -1613896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1613900.625000 Penalty: 4880.092285
	Iteration 23Q: 3 clusters Score -1613901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1613904.000000 Penalty: 4880.092285
	Iteration 24Q: 3 clusters Score -1613904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1613901.750000 Penalty: 4880.092285
	Iteration 25Q: 3 clusters Score -1613902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1613907.750000 Penalty: 4880.092285
	Iteration 26Q: 3 clusters Score -1613908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1613903.250000 Penalty: 4880.092285
	Iteration 27Q: 3 clusters Score -1613903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1613904.875000 Penalty: 4880.092285
	Iteration 28Q: 3 clusters Score -1613905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1613906.125000 Penalty: 4880.092285
	Iteration 29Q: 3 clusters Score -1613906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1613908.250000 Penalty: 4880.092285
	Iteration 30Q: 3 clusters Score -1613908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1613909.500000 Penalty: 4880.092285
	Iteration 31Q: 3 clusters Score -1613910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1613909.875000 Penalty: 4880.092285
	Iteration 32Q: 3 clusters Score -1613910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1613910.875000 Penalty: 4880.092285
	Iteration 33Q: 3 clusters Score -1613911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1613908.750000 Penalty: 4880.092285
	Iteration 34Q: 3 clusters Score -1613909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1613911.375000 Penalty: 4880.092285
	Iteration 35Q: 3 clusters Score -1613911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1613911.125000 Penalty: 4880.092285
	Iteration 36Q: 3 clusters Score -1613911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1613910.625000 Penalty: 4880.092285
	Iteration 37Q: 3 clusters Score -1613911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1613915.375000 Penalty: 4880.092285
	Iteration 38Q: 3 clusters Score -1613915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1613916.000000 Penalty: 4880.092285
	Iteration 39Q: 3 clusters Score -1613916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1613920.250000 Penalty: 4880.092285
	Iteration 40F: 3 clusters Score -1613920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1613920.125000 Penalty: 4880.092285
	Iteration 41Q: 3 clusters Score -1613920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1613923.875000 Penalty: 4880.092285
	Iteration 42Q: 3 clusters Score -1613924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1613922.500000 Penalty: 4880.092285
	Iteration 43Q: 3 clusters Score -1613922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1613919.750000 Penalty: 4880.092285
	Iteration 44Q: 3 clusters Score -1613920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1613921.625000 Penalty: 4880.092285
	Iteration 45Q: 3 clusters Score -1613922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1613921.625000 Penalty: 4880.092285
	Iteration 46F: 3 clusters Score -1613922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -350687.375000 Penalty: 2074.686768
	Iteration 0F: 2 clusters Score -350687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -346584.500000 Penalty: 4149.373535
	Iteration 0F: 3 clusters Score -346584.5 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -347669.781250 Penalty: 4149.373535
	Iteration 1F: 3 clusters Score -347669.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -348025.968750 Penalty: 4149.373535
	Iteration 2F: 3 clusters Score -348026 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -348324.468750 Penalty: 4149.373535
	Iteration 3F: 3 clusters Score -348324.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -348625.406250 Penalty: 4149.373535
	Iteration 4F: 3 clusters Score -348625.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -348990.500000 Penalty: 4149.373535
	Iteration 5F: 3 clusters Score -348990.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -349570.250000 Penalty: 4149.373535
	Iteration 6F: 3 clusters Score -349570.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -350369.406250 Penalty: 4149.373535
	Iteration 7F: 3 clusters Score -350369.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -350660.187500 Penalty: 4149.373535
	Iteration 8F: 3 clusters Score -350660.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -350810.218750 Penalty: 4149.373535
	Iteration 9Q: 3 clusters Score -350810.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -350925.187500 Penalty: 4149.373535
	Iteration 10Q: 3 clusters Score -350925.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -351048.812500 Penalty: 4149.373535
	Iteration 11Q: 3 clusters Score -351048.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -351185.343750 Penalty: 4149.373535
	Iteration 12Q: 3 clusters Score -351185.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -351345.281250 Penalty: 4149.373535
	Iteration 13Q: 3 clusters Score -351345.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -351488.000000 Penalty: 4149.373535
	Iteration 14Q: 3 clusters Score -351488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -351609.156250 Penalty: 4149.373535
	Iteration 15Q: 3 clusters Score -351609.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -351729.656250 Penalty: 4149.373535
	Iteration 16Q: 3 clusters Score -351729.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -351815.218750 Penalty: 4149.373535
	Iteration 17Q: 3 clusters Score -351815.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -351895.093750 Penalty: 4149.373535
	Iteration 18Q: 3 clusters Score -351895.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -351929.437500 Penalty: 4149.373535
	Iteration 19Q: 3 clusters Score -351929.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -351952.812500 Penalty: 4149.373535
	Iteration 20F: 3 clusters Score -351952.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -351965.312500 Penalty: 4149.373535
	Iteration 21Q: 3 clusters Score -351965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -351970.718750 Penalty: 4149.373535
	Iteration 22Q: 3 clusters Score -351970.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -351975.281250 Penalty: 4149.373535
	Iteration 23Q: 3 clusters Score -351975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -351979.593750 Penalty: 4149.373535
	Iteration 24Q: 3 clusters Score -351979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -351983.156250 Penalty: 4149.373535
	Iteration 25Q: 3 clusters Score -351983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -351984.125000 Penalty: 4149.373535
	Iteration 26Q: 3 clusters Score -351984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351986.281250 Penalty: 4149.373535
	Iteration 27Q: 3 clusters Score -351986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -351987.156250 Penalty: 4149.373535
	Iteration 28Q: 3 clusters Score -351987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -351987.156250 Penalty: 4149.373535
	Iteration 29F: 3 clusters Score -351987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 101600 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334154 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35727 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16874 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61648 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 18749 members 
Mstep: Class 30 contains 3012 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25204 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30961 members 
Mstep: Class 35 contains 7827 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 1285 members 
Entering Unmasked Estep 
Score: -113000344.000000 Penalty: 129393.078125
Splitting cluster 30 changes total score from -113000608.000000 to -113000344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -652507.375000 Penalty: 2217.081055
	Iteration 0F: 2 clusters Score -652507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -646336.437500 Penalty: 4434.162109
	Iteration 0F: 3 clusters Score -646336.4 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -647969.125000 Penalty: 4434.162109
	Iteration 1F: 3 clusters Score -647969.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -648326.500000 Penalty: 4434.162109
	Iteration 2F: 3 clusters Score -648326.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -648653.750000 Penalty: 4434.162109
	Iteration 3F: 3 clusters Score -648653.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -649017.187500 Penalty: 4434.162109
	Iteration 4F: 3 clusters Score -649017.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -649378.312500 Penalty: 4434.162109
	Iteration 5F: 3 clusters Score -649378.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -649767.687500 Penalty: 4434.162109
	Iteration 6F: 3 clusters Score -649767.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -650197.187500 Penalty: 4434.162109
	Iteration 7F: 3 clusters Score -650197.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -650591.312500 Penalty: 4434.162109
	Iteration 8F: 3 clusters Score -650591.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -650918.437500 Penalty: 4434.162109
	Iteration 9F: 3 clusters Score -650918.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -651155.687500 Penalty: 4434.162109
	Iteration 10Q: 3 clusters Score -651155.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -651346.812500 Penalty: 4434.162109
	Iteration 11Q: 3 clusters Score -651346.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -651478.500000 Penalty: 4434.162109
	Iteration 12Q: 3 clusters Score -651478.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -651573.812500 Penalty: 4434.162109
	Iteration 13Q: 3 clusters Score -651573.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -651648.125000 Penalty: 4434.162109
	Iteration 14Q: 3 clusters Score -651648.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -651697.312500 Penalty: 4434.162109
	Iteration 15Q: 3 clusters Score -651697.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -651739.250000 Penalty: 4434.162109
	Iteration 16Q: 3 clusters Score -651739.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -651766.125000 Penalty: 4434.162109
	Iteration 17Q: 3 clusters Score -651766.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -651793.312500 Penalty: 4434.162109
	Iteration 18Q: 3 clusters Score -651793.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -651815.750000 Penalty: 4434.162109
	Iteration 19Q: 3 clusters Score -651815.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -651837.125000 Penalty: 4434.162109
	Iteration 20F: 3 clusters Score -651837.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -651849.937500 Penalty: 4434.162109
	Iteration 21Q: 3 clusters Score -651849.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -651853.750000 Penalty: 4434.162109
	Iteration 22Q: 3 clusters Score -651853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -651858.187500 Penalty: 4434.162109
	Iteration 23Q: 3 clusters Score -651858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -651861.312500 Penalty: 4434.162109
	Iteration 24Q: 3 clusters Score -651861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -651864.187500 Penalty: 4434.162109
	Iteration 25Q: 3 clusters Score -651864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -651865.625000 Penalty: 4434.162109
	Iteration 26Q: 3 clusters Score -651865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -651867.937500 Penalty: 4434.162109
	Iteration 27Q: 3 clusters Score -651867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -651870.750000 Penalty: 4434.162109
	Iteration 28Q: 3 clusters Score -651870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -651872.000000 Penalty: 4434.162109
	Iteration 29Q: 3 clusters Score -651872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -651872.000000 Penalty: 4434.162109
	Iteration 30F: 3 clusters Score -651872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Entering Unmasked Estep 
Score: -2185974.750000 Penalty: 2513.419922
	Iteration 0F: 2 clusters Score -2185975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2168490.250000 Penalty: 5026.839844
	Iteration 0F: 3 clusters Score -2168490 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2174862.500000 Penalty: 5026.839844
	Iteration 1F: 3 clusters Score -2174862 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2175440.000000 Penalty: 5026.839844
	Iteration 2F: 3 clusters Score -2175440 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2176003.500000 Penalty: 5026.839844
	Iteration 3F: 3 clusters Score -2176004 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2176628.500000 Penalty: 5026.839844
	Iteration 4Q: 3 clusters Score -2176628 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2177325.750000 Penalty: 5026.839844
	Iteration 5F: 3 clusters Score -2177326 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2178062.500000 Penalty: 5026.839844
	Iteration 6F: 3 clusters Score -2178062 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2178751.000000 Penalty: 5026.839844
	Iteration 7Q: 3 clusters Score -2178751 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2179406.250000 Penalty: 5026.839844
	Iteration 8Q: 3 clusters Score -2179406 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2180077.500000 Penalty: 5026.839844
	Iteration 9Q: 3 clusters Score -2180078 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2180760.250000 Penalty: 5026.839844
	Iteration 10Q: 3 clusters Score -2180760 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2181415.750000 Penalty: 5026.839844
	Iteration 11Q: 3 clusters Score -2181416 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2181989.750000 Penalty: 5026.839844
	Iteration 12Q: 3 clusters Score -2181990 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2182463.250000 Penalty: 5026.839844
	Iteration 13Q: 3 clusters Score -2182463 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2182819.000000 Penalty: 5026.839844
	Iteration 14Q: 3 clusters Score -2182819 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2183103.250000 Penalty: 5026.839844
	Iteration 15Q: 3 clusters Score -2183103 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2183283.750000 Penalty: 5026.839844
	Iteration 16Q: 3 clusters Score -2183284 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2183422.000000 Penalty: 5026.839844
	Iteration 17Q: 3 clusters Score -2183422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2183521.000000 Penalty: 5026.839844
	Iteration 18Q: 3 clusters Score -2183521 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2183610.000000 Penalty: 5026.839844
	Iteration 19Q: 3 clusters Score -2183610 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2183670.250000 Penalty: 5026.839844
	Iteration 20F: 3 clusters Score -2183670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2183706.250000 Penalty: 5026.839844
	Iteration 21Q: 3 clusters Score -2183706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2183739.250000 Penalty: 5026.839844
	Iteration 22Q: 3 clusters Score -2183739 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2183778.500000 Penalty: 5026.839844
	Iteration 23Q: 3 clusters Score -2183778 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -2183804.250000 Penalty: 5026.839844
	Iteration 24Q: 3 clusters Score -2183804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2183822.750000 Penalty: 5026.839844
	Iteration 25Q: 3 clusters Score -2183823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2183850.000000 Penalty: 5026.839844
	Iteration 26Q: 3 clusters Score -2183850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -2183862.250000 Penalty: 5026.839844
	Iteration 27Q: 3 clusters Score -2183862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2183889.250000 Penalty: 5026.839844
	Iteration 28Q: 3 clusters Score -2183889 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2183903.500000 Penalty: 5026.839844
	Iteration 29Q: 3 clusters Score -2183904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2183916.000000 Penalty: 5026.839844
	Iteration 30Q: 3 clusters Score -2183916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2183930.250000 Penalty: 5026.839844
	Iteration 31Q: 3 clusters Score -2183930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2183947.250000 Penalty: 5026.839844
	Iteration 32Q: 3 clusters Score -2183947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2183970.750000 Penalty: 5026.839844
	Iteration 33Q: 3 clusters Score -2183971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2183997.000000 Penalty: 5026.839844
	Iteration 34Q: 3 clusters Score -2183997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2184015.250000 Penalty: 5026.839844
	Iteration 35Q: 3 clusters Score -2184015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2184029.250000 Penalty: 5026.839844
	Iteration 36Q: 3 clusters Score -2184029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2184038.250000 Penalty: 5026.839844
	Iteration 37Q: 3 clusters Score -2184038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2184054.000000 Penalty: 5026.839844
	Iteration 38Q: 3 clusters Score -2184054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2184064.250000 Penalty: 5026.839844
	Iteration 39Q: 3 clusters Score -2184064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2184070.750000 Penalty: 5026.839844
	Iteration 40F: 3 clusters Score -2184071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2184087.250000 Penalty: 5026.839844
	Iteration 41Q: 3 clusters Score -2184087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2184099.500000 Penalty: 5026.839844
	Iteration 42Q: 3 clusters Score -2184100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2184102.250000 Penalty: 5026.839844
	Iteration 43Q: 3 clusters Score -2184102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2184116.250000 Penalty: 5026.839844
	Iteration 44Q: 3 clusters Score -2184116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2184124.000000 Penalty: 5026.839844
	Iteration 45Q: 3 clusters Score -2184124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2184133.500000 Penalty: 5026.839844
	Iteration 46Q: 3 clusters Score -2184134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2184138.750000 Penalty: 5026.839844
	Iteration 47Q: 3 clusters Score -2184139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2184142.500000 Penalty: 5026.839844
	Iteration 48Q: 3 clusters Score -2184142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2184149.500000 Penalty: 5026.839844
	Iteration 49Q: 3 clusters Score -2184150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2184161.000000 Penalty: 5026.839844
	Iteration 50Q: 3 clusters Score -2184161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2184171.000000 Penalty: 5026.839844
	Iteration 51Q: 3 clusters Score -2184171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2184184.500000 Penalty: 5026.839844
	Iteration 52Q: 3 clusters Score -2184184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2184192.000000 Penalty: 5026.839844
	Iteration 53Q: 3 clusters Score -2184192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2184200.750000 Penalty: 5026.839844
	Iteration 54Q: 3 clusters Score -2184201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2184210.750000 Penalty: 5026.839844
	Iteration 55Q: 3 clusters Score -2184211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2184221.500000 Penalty: 5026.839844
	Iteration 56Q: 3 clusters Score -2184222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2184226.500000 Penalty: 5026.839844
	Iteration 57Q: 3 clusters Score -2184226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2184227.250000 Penalty: 5026.839844
	Iteration 58Q: 3 clusters Score -2184227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2184233.500000 Penalty: 5026.839844
	Iteration 59Q: 3 clusters Score -2184234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2184234.250000 Penalty: 5026.839844
	Iteration 60F: 3 clusters Score -2184234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2184237.250000 Penalty: 5026.839844
	Iteration 61Q: 3 clusters Score -2184237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2184242.000000 Penalty: 5026.839844
	Iteration 62Q: 3 clusters Score -2184242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2184244.500000 Penalty: 5026.839844
	Iteration 63Q: 3 clusters Score -2184244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2184249.000000 Penalty: 5026.839844
	Iteration 64Q: 3 clusters Score -2184249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2184252.000000 Penalty: 5026.839844
	Iteration 65Q: 3 clusters Score -2184252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2184251.750000 Penalty: 5026.839844
	Iteration 66Q: 3 clusters Score -2184252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2184254.250000 Penalty: 5026.839844
	Iteration 67Q: 3 clusters Score -2184254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2184255.500000 Penalty: 5026.839844
	Iteration 68Q: 3 clusters Score -2184256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -2184258.750000 Penalty: 5026.839844
	Iteration 69Q: 3 clusters Score -2184259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2184255.500000 Penalty: 5026.839844
	Iteration 70Q: 3 clusters Score -2184256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2184258.250000 Penalty: 5026.839844
	Iteration 71Q: 3 clusters Score -2184258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2184261.000000 Penalty: 5026.839844
	Iteration 72Q: 3 clusters Score -2184261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2184259.000000 Penalty: 5026.839844
	Iteration 73Q: 3 clusters Score -2184259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2184258.500000 Penalty: 5026.839844
	Iteration 74Q: 3 clusters Score -2184258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2184256.500000 Penalty: 5026.839844
	Iteration 75Q: 3 clusters Score -2184256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2184257.750000 Penalty: 5026.839844
	Iteration 76Q: 3 clusters Score -2184258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2184257.000000 Penalty: 5026.839844
	Iteration 77Q: 3 clusters Score -2184257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2184260.500000 Penalty: 5026.839844
	Iteration 78Q: 3 clusters Score -2184260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2184261.000000 Penalty: 5026.839844
	Iteration 79Q: 3 clusters Score -2184261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2184265.250000 Penalty: 5026.839844
	Iteration 80F: 3 clusters Score -2184265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2184265.250000 Penalty: 5026.839844
	Iteration 81Q: 3 clusters Score -2184265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2184264.500000 Penalty: 5026.839844
	Iteration 82Q: 3 clusters Score -2184264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -2184265.750000 Penalty: 5026.839844
	Iteration 83Q: 3 clusters Score -2184266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -2184265.750000 Penalty: 5026.839844
	Iteration 84F: 3 clusters Score -2184266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -216846.609375 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -216846.6 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 1291 members 
Entering Unmasked Estep 
Score: -213825.812500 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -213825.8 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -214397.890625 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -214397.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -214566.765625 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -214566.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -214656.390625 Penalty: 3898.651855
	Iteration 3F: 3 clusters Score -214656.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -214721.062500 Penalty: 3898.651855
	Iteration 4Q: 3 clusters Score -214721.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -214777.343750 Penalty: 3898.651855
	Iteration 5Q: 3 clusters Score -214777.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -214826.984375 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -214827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -214877.609375 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -214877.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -214920.078125 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -214920.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -214973.375000 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -214973.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -215021.312500 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -215021.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215081.937500 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -215081.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215147.843750 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -215147.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -215211.078125 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -215211.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -215267.359375 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -215267.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -215303.562500 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -215303.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215337.703125 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -215337.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215359.875000 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -215359.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -215376.078125 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -215376.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -215390.281250 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -215390.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -215400.765625 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -215400.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -215404.765625 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -215404.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -215412.750000 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -215412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -215419.828125 Penalty: 3898.651855
	Iteration 23Q: 3 clusters Score -215419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -215427.343750 Penalty: 3898.651855
	Iteration 24Q: 3 clusters Score -215427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -215429.546875 Penalty: 3898.651855
	Iteration 25Q: 3 clusters Score -215429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -215431.546875 Penalty: 3898.651855
	Iteration 26Q: 3 clusters Score -215431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -215432.140625 Penalty: 3898.651855
	Iteration 27Q: 3 clusters Score -215432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215433.203125 Penalty: 3898.651855
	Iteration 28Q: 3 clusters Score -215433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215434.343750 Penalty: 3898.651855
	Iteration 29Q: 3 clusters Score -215434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -215435.984375 Penalty: 3898.651855
	Iteration 30Q: 3 clusters Score -215436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215436.125000 Penalty: 3898.651855
	Iteration 31Q: 3 clusters Score -215436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -215436.125000 Penalty: 3898.651855
	Iteration 32F: 3 clusters Score -215436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Entering Unmasked Estep 
Score: -2732440.500000 Penalty: 2564.439941
	Iteration 0F: 2 clusters Score -2732440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2711203.250000 Penalty: 5128.879883
	Iteration 0F: 3 clusters Score -2711203 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2718835.250000 Penalty: 5128.879883
	Iteration 1F: 3 clusters Score -2718835 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2719329.250000 Penalty: 5128.879883
	Iteration 2Q: 3 clusters Score -2719329 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2719779.000000 Penalty: 5128.879883
	Iteration 3Q: 3 clusters Score -2719779 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2720183.750000 Penalty: 5128.879883
	Iteration 4Q: 3 clusters Score -2720184 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2720608.500000 Penalty: 5128.879883
	Iteration 5Q: 3 clusters Score -2720608 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2721117.750000 Penalty: 5128.879883
	Iteration 6Q: 3 clusters Score -2721118 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2721773.000000 Penalty: 5128.879883
	Iteration 7Q: 3 clusters Score -2721773 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2722680.500000 Penalty: 5128.879883
	Iteration 8Q: 3 clusters Score -2722680 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2723904.250000 Penalty: 5128.879883
	Iteration 9F: 3 clusters Score -2723904 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2725272.500000 Penalty: 5128.879883
	Iteration 10F: 3 clusters Score -2725272 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2726503.250000 Penalty: 5128.879883
	Iteration 11F: 3 clusters Score -2726503 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2727401.250000 Penalty: 5128.879883
	Iteration 12Q: 3 clusters Score -2727401 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2727968.250000 Penalty: 5128.879883
	Iteration 13Q: 3 clusters Score -2727968 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2728248.500000 Penalty: 5128.879883
	Iteration 14Q: 3 clusters Score -2728248 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2728472.000000 Penalty: 5128.879883
	Iteration 15Q: 3 clusters Score -2728472 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2728609.750000 Penalty: 5128.879883
	Iteration 16Q: 3 clusters Score -2728610 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2728715.250000 Penalty: 5128.879883
	Iteration 17Q: 3 clusters Score -2728715 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2728785.000000 Penalty: 5128.879883
	Iteration 18Q: 3 clusters Score -2728785 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2728847.750000 Penalty: 5128.879883
	Iteration 19Q: 3 clusters Score -2728848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2728871.000000 Penalty: 5128.879883
	Iteration 20F: 3 clusters Score -2728871 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2728897.750000 Penalty: 5128.879883
	Iteration 21Q: 3 clusters Score -2728898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2728924.000000 Penalty: 5128.879883
	Iteration 22Q: 3 clusters Score -2728924 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2728941.250000 Penalty: 5128.879883
	Iteration 23Q: 3 clusters Score -2728941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2728958.250000 Penalty: 5128.879883
	Iteration 24Q: 3 clusters Score -2728958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2728986.000000 Penalty: 5128.879883
	Iteration 25Q: 3 clusters Score -2728986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2729004.000000 Penalty: 5128.879883
	Iteration 26Q: 3 clusters Score -2729004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2729020.250000 Penalty: 5128.879883
	Iteration 27Q: 3 clusters Score -2729020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2729046.000000 Penalty: 5128.879883
	Iteration 28Q: 3 clusters Score -2729046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2729053.250000 Penalty: 5128.879883
	Iteration 29Q: 3 clusters Score -2729053 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2729067.750000 Penalty: 5128.879883
	Iteration 30Q: 3 clusters Score -2729068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2729082.000000 Penalty: 5128.879883
	Iteration 31Q: 3 clusters Score -2729082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2729110.500000 Penalty: 5128.879883
	Iteration 32Q: 3 clusters Score -2729110 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2729116.000000 Penalty: 5128.879883
	Iteration 33Q: 3 clusters Score -2729116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2729119.500000 Penalty: 5128.879883
	Iteration 34Q: 3 clusters Score -2729120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2729131.000000 Penalty: 5128.879883
	Iteration 35Q: 3 clusters Score -2729131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2729141.250000 Penalty: 5128.879883
	Iteration 36Q: 3 clusters Score -2729141 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2729154.500000 Penalty: 5128.879883
	Iteration 37Q: 3 clusters Score -2729154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2729160.750000 Penalty: 5128.879883
	Iteration 38Q: 3 clusters Score -2729161 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2729187.000000 Penalty: 5128.879883
	Iteration 39Q: 3 clusters Score -2729187 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2729205.500000 Penalty: 5128.879883
	Iteration 40F: 3 clusters Score -2729206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2729210.750000 Penalty: 5128.879883
	Iteration 41Q: 3 clusters Score -2729211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2729222.750000 Penalty: 5128.879883
	Iteration 42Q: 3 clusters Score -2729223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2729232.000000 Penalty: 5128.879883
	Iteration 43Q: 3 clusters Score -2729232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2729245.500000 Penalty: 5128.879883
	Iteration 44Q: 3 clusters Score -2729246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2729256.500000 Penalty: 5128.879883
	Iteration 45Q: 3 clusters Score -2729256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2729265.500000 Penalty: 5128.879883
	Iteration 46Q: 3 clusters Score -2729266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2729282.500000 Penalty: 5128.879883
	Iteration 47Q: 3 clusters Score -2729282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2729297.000000 Penalty: 5128.879883
	Iteration 48Q: 3 clusters Score -2729297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2729338.000000 Penalty: 5128.879883
	Iteration 49Q: 3 clusters Score -2729338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2729348.750000 Penalty: 5128.879883
	Iteration 50Q: 3 clusters Score -2729349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2729374.500000 Penalty: 5128.879883
	Iteration 51Q: 3 clusters Score -2729374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2729395.250000 Penalty: 5128.879883
	Iteration 52Q: 3 clusters Score -2729395 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2729430.500000 Penalty: 5128.879883
	Iteration 53Q: 3 clusters Score -2729430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2729466.000000 Penalty: 5128.879883
	Iteration 54Q: 3 clusters Score -2729466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2729495.750000 Penalty: 5128.879883
	Iteration 55Q: 3 clusters Score -2729496 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2729533.750000 Penalty: 5128.879883
	Iteration 56Q: 3 clusters Score -2729534 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2729591.500000 Penalty: 5128.879883
	Iteration 57Q: 3 clusters Score -2729592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2729633.250000 Penalty: 5128.879883
	Iteration 58Q: 3 clusters Score -2729633 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2729673.000000 Penalty: 5128.879883
	Iteration 59Q: 3 clusters Score -2729673 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2729738.000000 Penalty: 5128.879883
	Iteration 60F: 3 clusters Score -2729738 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2729792.000000 Penalty: 5128.879883
	Iteration 61Q: 3 clusters Score -2729792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2729828.750000 Penalty: 5128.879883
	Iteration 62Q: 3 clusters Score -2729829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2729865.500000 Penalty: 5128.879883
	Iteration 63Q: 3 clusters Score -2729866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2729921.750000 Penalty: 5128.879883
	Iteration 64Q: 3 clusters Score -2729922 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2729958.000000 Penalty: 5128.879883
	Iteration 65Q: 3 clusters Score -2729958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2729990.250000 Penalty: 5128.879883
	Iteration 66Q: 3 clusters Score -2729990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2730015.500000 Penalty: 5128.879883
	Iteration 67Q: 3 clusters Score -2730016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2730041.000000 Penalty: 5128.879883
	Iteration 68Q: 3 clusters Score -2730041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2730066.250000 Penalty: 5128.879883
	Iteration 69Q: 3 clusters Score -2730066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2730088.000000 Penalty: 5128.879883
	Iteration 70Q: 3 clusters Score -2730088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2730106.250000 Penalty: 5128.879883
	Iteration 71Q: 3 clusters Score -2730106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2730132.750000 Penalty: 5128.879883
	Iteration 72Q: 3 clusters Score -2730133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2730155.750000 Penalty: 5128.879883
	Iteration 73Q: 3 clusters Score -2730156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2730181.000000 Penalty: 5128.879883
	Iteration 74Q: 3 clusters Score -2730181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2730213.250000 Penalty: 5128.879883
	Iteration 75Q: 3 clusters Score -2730213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2730236.000000 Penalty: 5128.879883
	Iteration 76Q: 3 clusters Score -2730236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2730261.000000 Penalty: 5128.879883
	Iteration 77Q: 3 clusters Score -2730261 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2730287.250000 Penalty: 5128.879883
	Iteration 78Q: 3 clusters Score -2730287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2730311.750000 Penalty: 5128.879883
	Iteration 79Q: 3 clusters Score -2730312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2730324.250000 Penalty: 5128.879883
	Iteration 80F: 3 clusters Score -2730324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2730344.000000 Penalty: 5128.879883
	Iteration 81Q: 3 clusters Score -2730344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2730353.250000 Penalty: 5128.879883
	Iteration 82Q: 3 clusters Score -2730353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2730358.250000 Penalty: 5128.879883
	Iteration 83Q: 3 clusters Score -2730358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2730360.750000 Penalty: 5128.879883
	Iteration 84Q: 3 clusters Score -2730361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2730365.250000 Penalty: 5128.879883
	Iteration 85Q: 3 clusters Score -2730365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2730373.250000 Penalty: 5128.879883
	Iteration 86Q: 3 clusters Score -2730373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2730379.250000 Penalty: 5128.879883
	Iteration 87Q: 3 clusters Score -2730379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2730381.500000 Penalty: 5128.879883
	Iteration 88Q: 3 clusters Score -2730382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2730384.250000 Penalty: 5128.879883
	Iteration 89Q: 3 clusters Score -2730384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2730380.750000 Penalty: 5128.879883
	Iteration 90Q: 3 clusters Score -2730381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2730381.250000 Penalty: 5128.879883
	Iteration 91Q: 3 clusters Score -2730381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2730384.500000 Penalty: 5128.879883
	Iteration 92Q: 3 clusters Score -2730384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2730387.500000 Penalty: 5128.879883
	Iteration 93Q: 3 clusters Score -2730388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2730392.750000 Penalty: 5128.879883
	Iteration 94Q: 3 clusters Score -2730393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2730394.250000 Penalty: 5128.879883
	Iteration 95Q: 3 clusters Score -2730394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2730398.000000 Penalty: 5128.879883
	Iteration 96Q: 3 clusters Score -2730398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2730404.500000 Penalty: 5128.879883
	Iteration 97Q: 3 clusters Score -2730404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2730404.000000 Penalty: 5128.879883
	Iteration 98Q: 3 clusters Score -2730404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2730407.750000 Penalty: 5128.879883
	Iteration 99Q: 3 clusters Score -2730408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2730408.250000 Penalty: 5128.879883
	Iteration 100F: 3 clusters Score -2730408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2730412.750000 Penalty: 5128.879883
	Iteration 101Q: 3 clusters Score -2730413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2730412.500000 Penalty: 5128.879883
	Iteration 102Q: 3 clusters Score -2730412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2730416.500000 Penalty: 5128.879883
	Iteration 103Q: 3 clusters Score -2730416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2730413.000000 Penalty: 5128.879883
	Iteration 104Q: 3 clusters Score -2730413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2730420.250000 Penalty: 5128.879883
	Iteration 105Q: 3 clusters Score -2730420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2730420.750000 Penalty: 5128.879883
	Iteration 106Q: 3 clusters Score -2730421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2730418.000000 Penalty: 5128.879883
	Iteration 107Q: 3 clusters Score -2730418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2730418.250000 Penalty: 5128.879883
	Iteration 108Q: 3 clusters Score -2730418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2730418.250000 Penalty: 5128.879883
	Iteration 109Q: 3 clusters Score -2730418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2730418.250000 Penalty: 5128.879883
	Iteration 110F: 3 clusters Score -2730418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -657242.875000 Penalty: 2223.403076
	Iteration 0F: 2 clusters Score -657242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -651022.375000 Penalty: 4446.806152
	Iteration 0F: 3 clusters Score -651022.4 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -652861.250000 Penalty: 4446.806152
	Iteration 1F: 3 clusters Score -652861.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -653334.437500 Penalty: 4446.806152
	Iteration 2F: 3 clusters Score -653334.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -653812.312500 Penalty: 4446.806152
	Iteration 3F: 3 clusters Score -653812.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -654183.562500 Penalty: 4446.806152
	Iteration 4F: 3 clusters Score -654183.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -654515.375000 Penalty: 4446.806152
	Iteration 5F: 3 clusters Score -654515.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -654771.000000 Penalty: 4446.806152
	Iteration 6Q: 3 clusters Score -654771 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -654940.250000 Penalty: 4446.806152
	Iteration 7Q: 3 clusters Score -654940.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -655067.750000 Penalty: 4446.806152
	Iteration 8Q: 3 clusters Score -655067.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -655169.187500 Penalty: 4446.806152
	Iteration 9Q: 3 clusters Score -655169.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -655233.875000 Penalty: 4446.806152
	Iteration 10Q: 3 clusters Score -655233.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -655287.750000 Penalty: 4446.806152
	Iteration 11Q: 3 clusters Score -655287.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -655339.750000 Penalty: 4446.806152
	Iteration 12Q: 3 clusters Score -655339.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -655377.750000 Penalty: 4446.806152
	Iteration 13Q: 3 clusters Score -655377.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -655417.812500 Penalty: 4446.806152
	Iteration 14Q: 3 clusters Score -655417.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -655452.375000 Penalty: 4446.806152
	Iteration 15Q: 3 clusters Score -655452.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -655489.250000 Penalty: 4446.806152
	Iteration 16Q: 3 clusters Score -655489.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -655520.937500 Penalty: 4446.806152
	Iteration 17Q: 3 clusters Score -655520.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -655556.187500 Penalty: 4446.806152
	Iteration 18Q: 3 clusters Score -655556.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -655591.375000 Penalty: 4446.806152
	Iteration 19Q: 3 clusters Score -655591.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -655614.187500 Penalty: 4446.806152
	Iteration 20F: 3 clusters Score -655614.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -655640.875000 Penalty: 4446.806152
	Iteration 21Q: 3 clusters Score -655640.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -655662.937500 Penalty: 4446.806152
	Iteration 22Q: 3 clusters Score -655662.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -655682.750000 Penalty: 4446.806152
	Iteration 23Q: 3 clusters Score -655682.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -655701.750000 Penalty: 4446.806152
	Iteration 24Q: 3 clusters Score -655701.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -655718.562500 Penalty: 4446.806152
	Iteration 25Q: 3 clusters Score -655718.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -655728.312500 Penalty: 4446.806152
	Iteration 26Q: 3 clusters Score -655728.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -655737.500000 Penalty: 4446.806152
	Iteration 27Q: 3 clusters Score -655737.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -655745.375000 Penalty: 4446.806152
	Iteration 28Q: 3 clusters Score -655745.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -655750.812500 Penalty: 4446.806152
	Iteration 29Q: 3 clusters Score -655750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -655753.062500 Penalty: 4446.806152
	Iteration 30Q: 3 clusters Score -655753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -655754.750000 Penalty: 4446.806152
	Iteration 31Q: 3 clusters Score -655754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -655756.000000 Penalty: 4446.806152
	Iteration 32Q: 3 clusters Score -655756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -655759.812500 Penalty: 4446.806152
	Iteration 33Q: 3 clusters Score -655759.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -655763.250000 Penalty: 4446.806152
	Iteration 34Q: 3 clusters Score -655763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -655763.750000 Penalty: 4446.806152
	Iteration 35Q: 3 clusters Score -655763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -655764.375000 Penalty: 4446.806152
	Iteration 36Q: 3 clusters Score -655764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -655764.750000 Penalty: 4446.806152
	Iteration 37Q: 3 clusters Score -655764.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -655764.062500 Penalty: 4446.806152
	Iteration 38Q: 3 clusters Score -655764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -655764.562500 Penalty: 4446.806152
	Iteration 39Q: 3 clusters Score -655764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -655766.250000 Penalty: 4446.806152
	Iteration 40F: 3 clusters Score -655766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -655765.687500 Penalty: 4446.806152
	Iteration 41Q: 3 clusters Score -655765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -655766.437500 Penalty: 4446.806152
	Iteration 42Q: 3 clusters Score -655766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -655766.125000 Penalty: 4446.806152
	Iteration 43Q: 3 clusters Score -655766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -655766.750000 Penalty: 4446.806152
	Iteration 44Q: 3 clusters Score -655766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -655769.187500 Penalty: 4446.806152
	Iteration 45Q: 3 clusters Score -655769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -655770.062500 Penalty: 4446.806152
	Iteration 46Q: 3 clusters Score -655770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -655770.062500 Penalty: 4446.806152
	Iteration 47F: 3 clusters Score -655770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -568073.562500 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -568073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -562503.062500 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -562503.1 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -564280.500000 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -564280.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -565042.375000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -565042.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -565933.500000 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -565933.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -566620.750000 Penalty: 4372.276367
	Iteration 4F: 3 clusters Score -566620.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -567114.250000 Penalty: 4372.276367
	Iteration 5F: 3 clusters Score -567114.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -567434.500000 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -567434.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -567623.250000 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -567623.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -567740.312500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -567740.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -567825.562500 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -567825.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -567881.437500 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -567881.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -567919.437500 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -567919.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -567944.875000 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -567944.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -567959.250000 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -567959.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -567978.375000 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -567978.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -567998.375000 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -567998.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -568016.937500 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -568016.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -568046.375000 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -568046.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -568095.500000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -568095.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -568151.687500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -568151.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -568184.062500 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -568184.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -568222.375000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -568222.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -568242.000000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -568242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -568247.312500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -568247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -568251.500000 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -568251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -568251.500000 Penalty: 4372.276367
	Iteration 25F: 3 clusters Score -568251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 101600 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334154 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35727 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16874 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61648 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 18749 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25204 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30961 members 
Mstep: Class 35 contains 7827 members 
Mstep: Class 36 contains 739 members 
Mstep: Class 37 contains 5996 members 
Entering Unmasked Estep 
Score: -112999392.000000 Penalty: 129393.078125
Splitting cluster 36 changes total score from -113000608.000000 to -112999392.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411778 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 14685 members 
Mstep: Class 4 contains 6647 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16142 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 101600 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334154 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12257 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35727 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16874 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61648 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7267 members 
Mstep: Class 29 contains 18749 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25204 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30961 members 
Mstep: Class 35 contains 7827 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000608.000000 Penalty: 125895.968750
Iteration 159Q: 37 clusters Score -1.130006e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411777 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6648 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16138 members 
Mstep: Class 8 contains 10076 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101595 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11058 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334163 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12277 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35721 members 
Mstep: Class 20 contains 7372 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16876 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 8521 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61634 members 
Mstep: Class 27 contains 7688 members 
Mstep: Class 28 contains 7281 members 
Mstep: Class 29 contains 18748 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25203 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30942 members 
Mstep: Class 35 contains 7830 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000568.000000 Penalty: 125895.968750
Iteration 160F: 37 clusters Score -1.130006e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411776 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 14690 members 
Mstep: Class 4 contains 6648 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16135 members 
Mstep: Class 8 contains 10076 members 
Mstep: Class 9 contains 18531 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101593 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11057 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334172 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35715 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16876 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 8520 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61617 members 
Mstep: Class 27 contains 7687 members 
Mstep: Class 28 contains 7294 members 
Mstep: Class 29 contains 18749 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25201 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30928 members 
Mstep: Class 35 contains 7834 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000584.000000 Penalty: 125895.968750
Iteration 161Q: 37 clusters Score -1.130006e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411777 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6648 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16133 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 18531 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11057 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334191 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35714 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16878 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 8519 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61601 members 
Mstep: Class 27 contains 7686 members 
Mstep: Class 28 contains 7309 members 
Mstep: Class 29 contains 18747 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25199 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30909 members 
Mstep: Class 35 contains 7837 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000552.000000 Penalty: 125895.968750
Iteration 162Q: 37 clusters Score -1.130006e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411779 members 
Mstep: Class 2 contains 51571 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6649 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16132 members 
Mstep: Class 8 contains 10076 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11054 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334206 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12313 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35708 members 
Mstep: Class 20 contains 7373 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 8517 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61596 members 
Mstep: Class 27 contains 7686 members 
Mstep: Class 28 contains 7320 members 
Mstep: Class 29 contains 18746 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7630 members 
Mstep: Class 32 contains 25198 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30897 members 
Mstep: Class 35 contains 7838 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000544.000000 Penalty: 125895.968750
Iteration 163Q: 37 clusters Score -1.130005e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411781 members 
Mstep: Class 2 contains 51572 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 18529 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334215 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35705 members 
Mstep: Class 20 contains 7374 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14804 members 
Mstep: Class 24 contains 8516 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61587 members 
Mstep: Class 27 contains 7687 members 
Mstep: Class 28 contains 7328 members 
Mstep: Class 29 contains 18745 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25198 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30882 members 
Mstep: Class 35 contains 7838 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000552.000000 Penalty: 125895.968750
Iteration 164Q: 37 clusters Score -1.130006e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411780 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 10077 members 
Mstep: Class 9 contains 18529 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11055 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334219 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12330 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35702 members 
Mstep: Class 20 contains 7375 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14807 members 
Mstep: Class 24 contains 8516 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61583 members 
Mstep: Class 27 contains 7688 members 
Mstep: Class 28 contains 7334 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25198 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30865 members 
Mstep: Class 35 contains 7838 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000608.000000 Penalty: 125895.968750
Iteration 165Q: 37 clusters Score -1.130006e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411782 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16125 members 
Mstep: Class 8 contains 10080 members 
Mstep: Class 9 contains 18530 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11054 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334223 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12341 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35699 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14808 members 
Mstep: Class 24 contains 8516 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61573 members 
Mstep: Class 27 contains 7688 members 
Mstep: Class 28 contains 7337 members 
Mstep: Class 29 contains 18742 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25198 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30856 members 
Mstep: Class 35 contains 7837 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000624.000000 Penalty: 125895.968750
Iteration 166Q: 37 clusters Score -1.130006e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411783 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14690 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16122 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 9 contains 18529 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11054 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334231 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35697 members 
Mstep: Class 20 contains 7377 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14809 members 
Mstep: Class 24 contains 8517 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61567 members 
Mstep: Class 27 contains 7688 members 
Mstep: Class 28 contains 7345 members 
Mstep: Class 29 contains 18742 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25195 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30836 members 
Mstep: Class 35 contains 7838 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000616.000000 Penalty: 125895.968750
Iteration 167Q: 37 clusters Score -1.130006e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411784 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16123 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 9 contains 18527 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11052 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334233 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35698 members 
Mstep: Class 20 contains 7378 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14809 members 
Mstep: Class 24 contains 8515 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61561 members 
Mstep: Class 27 contains 7689 members 
Mstep: Class 28 contains 7348 members 
Mstep: Class 29 contains 18742 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25190 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30829 members 
Mstep: Class 35 contains 7840 members 
Mstep: Class 36 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000744.000000 Penalty: 125895.968750
Iteration 168Q: 37 clusters Score -1.130007e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411785 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26466 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16122 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334233 members 
Mstep: Class 16 contains 12199 members 
Mstep: Class 17 contains 12364 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35698 members 
Mstep: Class 20 contains 7379 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14809 members 
Mstep: Class 24 contains 8511 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61557 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25188 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30823 members 
Mstep: Class 35 contains 7840 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000696.000000 Penalty: 125895.968750
Iteration 169Q: 37 clusters Score -1.130007e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411786 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16121 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11052 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334234 members 
Mstep: Class 16 contains 12200 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35698 members 
Mstep: Class 20 contains 7378 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14809 members 
Mstep: Class 24 contains 8510 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61551 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 7354 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25187 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30820 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000584.000000 Penalty: 125895.968750
Iteration 170Q: 37 clusters Score -1.130006e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411786 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16120 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334232 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12379 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35698 members 
Mstep: Class 20 contains 7378 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14809 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61551 members 
Mstep: Class 27 contains 7690 members 
Mstep: Class 28 contains 7355 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25187 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30815 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000568.000000 Penalty: 125895.968750
Iteration 171Q: 37 clusters Score -1.130006e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411787 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16118 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334233 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35697 members 
Mstep: Class 20 contains 7378 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61544 members 
Mstep: Class 27 contains 7691 members 
Mstep: Class 28 contains 7357 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25187 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30815 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000504.000000 Penalty: 125895.968750
Iteration 172Q: 37 clusters Score -1.130005e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411787 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16118 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334231 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12385 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35697 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61543 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7358 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25186 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30814 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000552.000000 Penalty: 125895.968750
Iteration 173Q: 37 clusters Score -1.130006e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411789 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16117 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334233 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35696 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61542 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7358 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30810 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000504.000000 Penalty: 125895.968750
Iteration 174Q: 37 clusters Score -1.130005e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411791 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11051 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334229 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12399 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35694 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14809 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61542 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30807 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000504.000000 Penalty: 125895.968750
Iteration 175Q: 37 clusters Score -1.130005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411792 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11050 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334227 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12402 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35693 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61542 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30806 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000528.000000 Penalty: 125895.968750
Iteration 176Q: 37 clusters Score -1.130005e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411792 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16116 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334230 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12404 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61542 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30803 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000528.000000 Penalty: 125895.968750
Iteration 177Q: 37 clusters Score -1.130005e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411794 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334231 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12405 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61542 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30800 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000504.000000 Penalty: 125895.968750
Iteration 178Q: 37 clusters Score -1.130005e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411795 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14686 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334231 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12406 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61541 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30800 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000528.000000 Penalty: 125895.968750
Iteration 179Q: 37 clusters Score -1.130005e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411794 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334232 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12407 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61539 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30799 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000472.000000 Penalty: 125895.968750
Iteration 180F: 37 clusters Score -1.130005e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411794 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334233 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12409 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61539 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30796 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000480.000000 Penalty: 125895.968750
Iteration 181Q: 37 clusters Score -1.130005e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411794 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14687 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334232 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12413 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61539 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30794 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000472.000000 Penalty: 125895.968750
Iteration 182Q: 37 clusters Score -1.130005e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411794 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334232 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12417 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14810 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61539 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30789 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000456.000000 Penalty: 125895.968750
Iteration 183Q: 37 clusters Score -1.130005e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411794 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16115 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334233 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12422 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35689 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16879 members 
Mstep: Class 23 contains 14811 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61540 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18741 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30781 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000560.000000 Penalty: 125895.968750
Iteration 184Q: 37 clusters Score -1.130006e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411794 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16114 members 
Mstep: Class 8 contains 10093 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334233 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12429 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35688 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16880 members 
Mstep: Class 23 contains 14811 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61538 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7357 members 
Mstep: Class 29 contains 18742 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30776 members 
Mstep: Class 35 contains 7843 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000512.000000 Penalty: 125895.968750
Iteration 185Q: 37 clusters Score -1.130005e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411795 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6650 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16111 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101587 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334234 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12436 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8508 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61536 members 
Mstep: Class 27 contains 7692 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30767 members 
Mstep: Class 35 contains 7843 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000480.000000 Penalty: 125895.968750
Iteration 186Q: 37 clusters Score -1.130005e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411796 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16107 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334238 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12443 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35683 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16882 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61533 members 
Mstep: Class 27 contains 7693 members 
Mstep: Class 28 contains 7364 members 
Mstep: Class 29 contains 18742 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30756 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000520.000000 Penalty: 125895.968750
Iteration 187Q: 37 clusters Score -1.130005e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411795 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16104 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18524 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334238 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12446 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35682 members 
Mstep: Class 20 contains 7380 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16883 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61531 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7367 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30752 members 
Mstep: Class 35 contains 7840 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000480.000000 Penalty: 125895.968750
Iteration 188Q: 37 clusters Score -1.130005e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411796 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16102 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334241 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12448 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35682 members 
Mstep: Class 20 contains 7381 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16883 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61528 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7370 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30744 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000496.000000 Penalty: 125895.968750
Iteration 189Q: 37 clusters Score -1.130005e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411797 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16101 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334239 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12450 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35682 members 
Mstep: Class 20 contains 7383 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16882 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61527 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7374 members 
Mstep: Class 29 contains 18746 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30738 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000424.000000 Penalty: 125895.968750
Iteration 190Q: 37 clusters Score -1.130004e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11049 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334242 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12460 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35682 members 
Mstep: Class 20 contains 7386 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61523 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7376 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 25186 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30729 members 
Mstep: Class 35 contains 7839 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000384.000000 Penalty: 125895.968750
Iteration 191Q: 37 clusters Score -1.130004e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14690 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101588 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334246 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35684 members 
Mstep: Class 20 contains 7388 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1889 members 
Mstep: Class 26 contains 61520 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7628 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30720 members 
Mstep: Class 35 contains 7840 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000424.000000 Penalty: 125895.968750
Iteration 192Q: 37 clusters Score -1.130004e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11047 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334251 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12470 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35685 members 
Mstep: Class 20 contains 7388 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61519 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7379 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30706 members 
Mstep: Class 35 contains 7840 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000448.000000 Penalty: 125895.968750
Iteration 193Q: 37 clusters Score -1.130004e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11046 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334259 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12478 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7388 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14812 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61518 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7381 members 
Mstep: Class 29 contains 18744 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30689 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000440.000000 Penalty: 125895.968750
Iteration 194Q: 37 clusters Score -1.130004e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11046 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334260 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12492 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7388 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14813 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61516 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7383 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30674 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000416.000000 Penalty: 125895.968750
Iteration 195Q: 37 clusters Score -1.130004e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11046 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334263 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12502 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35685 members 
Mstep: Class 20 contains 7389 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61511 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18743 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30661 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000464.000000 Penalty: 125895.968750
Iteration 196Q: 37 clusters Score -1.130005e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11043 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334269 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12506 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35685 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61508 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18739 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25185 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30658 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000416.000000 Penalty: 125895.968750
Iteration 197Q: 37 clusters Score -1.130004e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10097 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334271 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12511 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61506 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7386 members 
Mstep: Class 29 contains 18739 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30655 members 
Mstep: Class 35 contains 7841 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000432.000000 Penalty: 125895.968750
Iteration 198Q: 37 clusters Score -1.130004e+08 nChanged 12
Entering ConstructFrom: 
Score: -113000432.000000 Penalty: 125895.968750
Entering ConstructFrom: 
Trying to split cluster 1 (411798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411798 members 
Entering Unmasked Estep 
Score: -36388680.000000 Penalty: 3206.215576
	Iteration 0F: 2 clusters Score -3.638868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206266 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -36111516.000000 Penalty: 6412.431152
	Iteration 0F: 3 clusters Score -3.611152e+07 nChanged 200614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210164 members 
Mstep: Class 2 contains 201634 members 
Entering Unmasked Estep 
Score: -36231996.000000 Penalty: 6412.431152
	Iteration 1F: 3 clusters Score -3.6232e+07 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211448 members 
Mstep: Class 2 contains 200350 members 
Entering Unmasked Estep 
Score: -36235680.000000 Penalty: 6412.431152
	Iteration 2Q: 3 clusters Score -3.623568e+07 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213369 members 
Mstep: Class 2 contains 198429 members 
Entering Unmasked Estep 
Score: -36240764.000000 Penalty: 6412.431152
	Iteration 3Q: 3 clusters Score -3.624076e+07 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215988 members 
Mstep: Class 2 contains 195810 members 
Entering Unmasked Estep 
Score: -36247992.000000 Penalty: 6412.431152
	Iteration 4Q: 3 clusters Score -3.624799e+07 nChanged 21208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219638 members 
Mstep: Class 2 contains 192160 members 
Entering Unmasked Estep 
Score: -36258784.000000 Penalty: 6412.431152
	Iteration 5F: 3 clusters Score -3.625878e+07 nChanged 23553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225141 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -36271152.000000 Penalty: 6412.431152
	Iteration 6F: 3 clusters Score -3.627115e+07 nChanged 23835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232778 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -36283988.000000 Penalty: 6412.431152
	Iteration 7F: 3 clusters Score -3.628399e+07 nChanged 22319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242799 members 
Mstep: Class 2 contains 168999 members 
Entering Unmasked Estep 
Score: -36295004.000000 Penalty: 6412.431152
	Iteration 8F: 3 clusters Score -3.6295e+07 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255363 members 
Mstep: Class 2 contains 156435 members 
Entering Unmasked Estep 
Score: -36304096.000000 Penalty: 6412.431152
	Iteration 9Q: 3 clusters Score -3.63041e+07 nChanged 18697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270520 members 
Mstep: Class 2 contains 141278 members 
Entering Unmasked Estep 
Score: -36313252.000000 Penalty: 6412.431152
	Iteration 10Q: 3 clusters Score -3.631325e+07 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287746 members 
Mstep: Class 2 contains 124052 members 
Entering Unmasked Estep 
Score: -36322016.000000 Penalty: 6412.431152
	Iteration 11Q: 3 clusters Score -3.632202e+07 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306754 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -36332408.000000 Penalty: 6412.431152
	Iteration 12Q: 3 clusters Score -3.633241e+07 nChanged 19452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326162 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -36343492.000000 Penalty: 6412.431152
	Iteration 13Q: 3 clusters Score -3.634349e+07 nChanged 18387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344539 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -36354048.000000 Penalty: 6412.431152
	Iteration 14Q: 3 clusters Score -3.635405e+07 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360322 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -36363020.000000 Penalty: 6412.431152
	Iteration 15Q: 3 clusters Score -3.636302e+07 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373151 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -36369628.000000 Penalty: 6412.431152
	Iteration 16Q: 3 clusters Score -3.636963e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383134 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -36374556.000000 Penalty: 6412.431152
	Iteration 17Q: 3 clusters Score -3.637456e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390604 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -36378268.000000 Penalty: 6412.431152
	Iteration 18Q: 3 clusters Score -3.637827e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396133 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -36380396.000000 Penalty: 6412.431152
	Iteration 19Q: 3 clusters Score -3.63804e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400090 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -36382048.000000 Penalty: 6412.431152
	Iteration 20F: 3 clusters Score -3.638205e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402976 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -36383568.000000 Penalty: 6412.431152
	Iteration 21Q: 3 clusters Score -3.638357e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404956 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -36384284.000000 Penalty: 6412.431152
	Iteration 22Q: 3 clusters Score -3.638428e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406379 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -36384760.000000 Penalty: 6412.431152
	Iteration 23Q: 3 clusters Score -3.638476e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407420 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -36385248.000000 Penalty: 6412.431152
	Iteration 24Q: 3 clusters Score -3.638525e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408149 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -36385456.000000 Penalty: 6412.431152
	Iteration 25Q: 3 clusters Score -3.638546e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408652 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -36385616.000000 Penalty: 6412.431152
	Iteration 26Q: 3 clusters Score -3.638562e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409030 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -36385748.000000 Penalty: 6412.431152
	Iteration 27Q: 3 clusters Score -3.638575e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409294 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -36385780.000000 Penalty: 6412.431152
	Iteration 28Q: 3 clusters Score -3.638578e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409503 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -36385856.000000 Penalty: 6412.431152
	Iteration 29Q: 3 clusters Score -3.638586e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409641 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -36385940.000000 Penalty: 6412.431152
	Iteration 30Q: 3 clusters Score -3.638594e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409754 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -36386000.000000 Penalty: 6412.431152
	Iteration 31Q: 3 clusters Score -3.6386e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409850 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -36385956.000000 Penalty: 6412.431152
	Iteration 32Q: 3 clusters Score -3.638596e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409928 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -36386008.000000 Penalty: 6412.431152
	Iteration 33Q: 3 clusters Score -3.638601e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409984 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -36386036.000000 Penalty: 6412.431152
	Iteration 34Q: 3 clusters Score -3.638604e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410040 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -36386072.000000 Penalty: 6412.431152
	Iteration 35Q: 3 clusters Score -3.638607e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410077 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -36386100.000000 Penalty: 6412.431152
	Iteration 36Q: 3 clusters Score -3.63861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410114 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -36386120.000000 Penalty: 6412.431152
	Iteration 37Q: 3 clusters Score -3.638612e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410150 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -36386168.000000 Penalty: 6412.431152
	Iteration 38Q: 3 clusters Score -3.638617e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410185 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -36386192.000000 Penalty: 6412.431152
	Iteration 39Q: 3 clusters Score -3.638619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410214 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -36386164.000000 Penalty: 6412.431152
	Iteration 40F: 3 clusters Score -3.638616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410238 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -36386168.000000 Penalty: 6412.431152
	Iteration 41Q: 3 clusters Score -3.638617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410265 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -36386168.000000 Penalty: 6412.431152
	Iteration 42Q: 3 clusters Score -3.638617e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410288 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -36386184.000000 Penalty: 6412.431152
	Iteration 43Q: 3 clusters Score -3.638618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410303 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -36386224.000000 Penalty: 6412.431152
	Iteration 44Q: 3 clusters Score -3.638622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410319 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -36386220.000000 Penalty: 6412.431152
	Iteration 45Q: 3 clusters Score -3.638622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410334 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -36386224.000000 Penalty: 6412.431152
	Iteration 46Q: 3 clusters Score -3.638622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410343 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -36386200.000000 Penalty: 6412.431152
	Iteration 47Q: 3 clusters Score -3.63862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410349 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -36386216.000000 Penalty: 6412.431152
	Iteration 48Q: 3 clusters Score -3.638622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410351 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -36386220.000000 Penalty: 6412.431152
	Iteration 49Q: 3 clusters Score -3.638622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410358 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -36386220.000000 Penalty: 6412.431152
	Iteration 50Q: 3 clusters Score -3.638622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410362 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -36386224.000000 Penalty: 6412.431152
	Iteration 51Q: 3 clusters Score -3.638622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410368 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -36386204.000000 Penalty: 6412.431152
	Iteration 52Q: 3 clusters Score -3.63862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410370 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -36386220.000000 Penalty: 6412.431152
	Iteration 53Q: 3 clusters Score -3.638622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410372 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -36386196.000000 Penalty: 6412.431152
	Iteration 54Q: 3 clusters Score -3.63862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410374 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -36386192.000000 Penalty: 6412.431152
	Iteration 55Q: 3 clusters Score -3.638619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410374 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -36386192.000000 Penalty: 6412.431152
	Iteration 56F: 3 clusters Score -3.638619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Entering Unmasked Estep 
Score: -4613819.500000 Penalty: 2690.986816
	Iteration 0F: 2 clusters Score -4613820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4579012.000000 Penalty: 5381.973633
	Iteration 0F: 3 clusters Score -4579012 nChanged 23845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -4592245.000000 Penalty: 5381.973633
	Iteration 1F: 3 clusters Score -4592245 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4592795.000000 Penalty: 5381.973633
	Iteration 2Q: 3 clusters Score -4592795 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4593328.000000 Penalty: 5381.973633
	Iteration 3Q: 3 clusters Score -4593328 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4593930.500000 Penalty: 5381.973633
	Iteration 4Q: 3 clusters Score -4593930 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4594744.500000 Penalty: 5381.973633
	Iteration 5Q: 3 clusters Score -4594744 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -4595904.000000 Penalty: 5381.973633
	Iteration 6Q: 3 clusters Score -4595904 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4597411.500000 Penalty: 5381.973633
	Iteration 7F: 3 clusters Score -4597412 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4599362.500000 Penalty: 5381.973633
	Iteration 8F: 3 clusters Score -4599362 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -4601419.000000 Penalty: 5381.973633
	Iteration 9F: 3 clusters Score -4601419 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4603320.500000 Penalty: 5381.973633
	Iteration 10F: 3 clusters Score -4603320 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4605177.500000 Penalty: 5381.973633
	Iteration 11F: 3 clusters Score -4605178 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -4606898.500000 Penalty: 5381.973633
	Iteration 12Q: 3 clusters Score -4606898 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -4608435.000000 Penalty: 5381.973633
	Iteration 13Q: 3 clusters Score -4608435 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -4609587.500000 Penalty: 5381.973633
	Iteration 14Q: 3 clusters Score -4609588 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -4610354.500000 Penalty: 5381.973633
	Iteration 15Q: 3 clusters Score -4610354 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -4610835.000000 Penalty: 5381.973633
	Iteration 16Q: 3 clusters Score -4610835 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -4611070.000000 Penalty: 5381.973633
	Iteration 17Q: 3 clusters Score -4611070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -4611219.000000 Penalty: 5381.973633
	Iteration 18Q: 3 clusters Score -4611219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -4611300.500000 Penalty: 5381.973633
	Iteration 19Q: 3 clusters Score -4611300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -4611350.500000 Penalty: 5381.973633
	Iteration 20F: 3 clusters Score -4611350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -4611380.000000 Penalty: 5381.973633
	Iteration 21Q: 3 clusters Score -4611380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -4611404.000000 Penalty: 5381.973633
	Iteration 22Q: 3 clusters Score -4611404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -4611414.000000 Penalty: 5381.973633
	Iteration 23Q: 3 clusters Score -4611414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -4611430.500000 Penalty: 5381.973633
	Iteration 24Q: 3 clusters Score -4611430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -4611442.000000 Penalty: 5381.973633
	Iteration 25Q: 3 clusters Score -4611442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -4611438.000000 Penalty: 5381.973633
	Iteration 26Q: 3 clusters Score -4611438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -4611442.000000 Penalty: 5381.973633
	Iteration 27Q: 3 clusters Score -4611442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -4611442.500000 Penalty: 5381.973633
	Iteration 28Q: 3 clusters Score -4611442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -4611444.500000 Penalty: 5381.973633
	Iteration 29Q: 3 clusters Score -4611444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -4611448.500000 Penalty: 5381.973633
	Iteration 30Q: 3 clusters Score -4611448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -4611453.000000 Penalty: 5381.973633
	Iteration 31Q: 3 clusters Score -4611453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -4611460.500000 Penalty: 5381.973633
	Iteration 32Q: 3 clusters Score -4611460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -4611462.000000 Penalty: 5381.973633
	Iteration 33Q: 3 clusters Score -4611462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -4611468.000000 Penalty: 5381.973633
	Iteration 34Q: 3 clusters Score -4611468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -4611472.500000 Penalty: 5381.973633
	Iteration 35Q: 3 clusters Score -4611472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -4611476.000000 Penalty: 5381.973633
	Iteration 36Q: 3 clusters Score -4611476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -4611476.500000 Penalty: 5381.973633
	Iteration 37Q: 3 clusters Score -4611476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -4611476.500000 Penalty: 5381.973633
	Iteration 38F: 3 clusters Score -4611476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Entering Unmasked Estep 
Score: -1201992.000000 Penalty: 2379.574463
	Iteration 0F: 2 clusters Score -1201992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1191384.500000 Penalty: 4759.148926
	Iteration 0F: 3 clusters Score -1191384 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1194864.750000 Penalty: 4759.148926
	Iteration 1F: 3 clusters Score -1194865 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1195293.250000 Penalty: 4759.148926
	Iteration 2F: 3 clusters Score -1195293 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1195604.125000 Penalty: 4759.148926
	Iteration 3F: 3 clusters Score -1195604 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1195860.000000 Penalty: 4759.148926
	Iteration 4Q: 3 clusters Score -1195860 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1196062.875000 Penalty: 4759.148926
	Iteration 5Q: 3 clusters Score -1196063 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1196258.500000 Penalty: 4759.148926
	Iteration 6Q: 3 clusters Score -1196258 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1196455.625000 Penalty: 4759.148926
	Iteration 7Q: 3 clusters Score -1196456 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1196686.500000 Penalty: 4759.148926
	Iteration 8Q: 3 clusters Score -1196686 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1196949.125000 Penalty: 4759.148926
	Iteration 9Q: 3 clusters Score -1196949 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1197206.500000 Penalty: 4759.148926
	Iteration 10Q: 3 clusters Score -1197206 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1197438.375000 Penalty: 4759.148926
	Iteration 11Q: 3 clusters Score -1197438 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1197647.625000 Penalty: 4759.148926
	Iteration 12Q: 3 clusters Score -1197648 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1197850.000000 Penalty: 4759.148926
	Iteration 13Q: 3 clusters Score -1197850 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1198047.875000 Penalty: 4759.148926
	Iteration 14Q: 3 clusters Score -1198048 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1198244.500000 Penalty: 4759.148926
	Iteration 15Q: 3 clusters Score -1198244 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1198440.875000 Penalty: 4759.148926
	Iteration 16Q: 3 clusters Score -1198441 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1198643.375000 Penalty: 4759.148926
	Iteration 17Q: 3 clusters Score -1198643 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1198829.375000 Penalty: 4759.148926
	Iteration 18Q: 3 clusters Score -1198829 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1199021.625000 Penalty: 4759.148926
	Iteration 19Q: 3 clusters Score -1199022 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1199194.250000 Penalty: 4759.148926
	Iteration 20F: 3 clusters Score -1199194 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1199344.750000 Penalty: 4759.148926
	Iteration 21Q: 3 clusters Score -1199345 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1199469.250000 Penalty: 4759.148926
	Iteration 22Q: 3 clusters Score -1199469 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1199570.875000 Penalty: 4759.148926
	Iteration 23Q: 3 clusters Score -1199571 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1199650.500000 Penalty: 4759.148926
	Iteration 24Q: 3 clusters Score -1199650 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1199734.625000 Penalty: 4759.148926
	Iteration 25Q: 3 clusters Score -1199735 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1199814.750000 Penalty: 4759.148926
	Iteration 26Q: 3 clusters Score -1199815 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1199919.000000 Penalty: 4759.148926
	Iteration 27Q: 3 clusters Score -1199919 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1200034.625000 Penalty: 4759.148926
	Iteration 28Q: 3 clusters Score -1200035 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1200145.375000 Penalty: 4759.148926
	Iteration 29Q: 3 clusters Score -1200145 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1200259.250000 Penalty: 4759.148926
	Iteration 30Q: 3 clusters Score -1200259 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1200395.375000 Penalty: 4759.148926
	Iteration 31Q: 3 clusters Score -1200395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1200505.750000 Penalty: 4759.148926
	Iteration 32Q: 3 clusters Score -1200506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1200593.750000 Penalty: 4759.148926
	Iteration 33Q: 3 clusters Score -1200594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1200682.875000 Penalty: 4759.148926
	Iteration 34Q: 3 clusters Score -1200683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1200756.375000 Penalty: 4759.148926
	Iteration 35Q: 3 clusters Score -1200756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1200828.375000 Penalty: 4759.148926
	Iteration 36Q: 3 clusters Score -1200828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1200878.125000 Penalty: 4759.148926
	Iteration 37Q: 3 clusters Score -1200878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1200919.500000 Penalty: 4759.148926
	Iteration 38Q: 3 clusters Score -1200920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1200954.750000 Penalty: 4759.148926
	Iteration 39Q: 3 clusters Score -1200955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1200982.250000 Penalty: 4759.148926
	Iteration 40F: 3 clusters Score -1200982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1200995.875000 Penalty: 4759.148926
	Iteration 41Q: 3 clusters Score -1200996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1201010.125000 Penalty: 4759.148926
	Iteration 42Q: 3 clusters Score -1201010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1201030.375000 Penalty: 4759.148926
	Iteration 43Q: 3 clusters Score -1201030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1201046.625000 Penalty: 4759.148926
	Iteration 44Q: 3 clusters Score -1201047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1201062.500000 Penalty: 4759.148926
	Iteration 45Q: 3 clusters Score -1201062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1201067.750000 Penalty: 4759.148926
	Iteration 46Q: 3 clusters Score -1201068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1201071.500000 Penalty: 4759.148926
	Iteration 47Q: 3 clusters Score -1201072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1201076.375000 Penalty: 4759.148926
	Iteration 48Q: 3 clusters Score -1201076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1201079.125000 Penalty: 4759.148926
	Iteration 49Q: 3 clusters Score -1201079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1201082.000000 Penalty: 4759.148926
	Iteration 50Q: 3 clusters Score -1201082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1201085.000000 Penalty: 4759.148926
	Iteration 51Q: 3 clusters Score -1201085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1201087.750000 Penalty: 4759.148926
	Iteration 52Q: 3 clusters Score -1201088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1201090.625000 Penalty: 4759.148926
	Iteration 53Q: 3 clusters Score -1201091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1201094.750000 Penalty: 4759.148926
	Iteration 54Q: 3 clusters Score -1201095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1201095.125000 Penalty: 4759.148926
	Iteration 55Q: 3 clusters Score -1201095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1201094.125000 Penalty: 4759.148926
	Iteration 56Q: 3 clusters Score -1201094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1201095.250000 Penalty: 4759.148926
	Iteration 57Q: 3 clusters Score -1201095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1201095.250000 Penalty: 4759.148926
	Iteration 58F: 3 clusters Score -1201095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -559808.750000 Penalty: 2183.100098
	Iteration 0F: 2 clusters Score -559808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -554256.937500 Penalty: 4366.200195
	Iteration 0F: 3 clusters Score -554256.9 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -555718.375000 Penalty: 4366.200195
	Iteration 1F: 3 clusters Score -555718.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -555949.250000 Penalty: 4366.200195
	Iteration 2F: 3 clusters Score -555949.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -556062.375000 Penalty: 4366.200195
	Iteration 3Q: 3 clusters Score -556062.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -556139.375000 Penalty: 4366.200195
	Iteration 4Q: 3 clusters Score -556139.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -556200.812500 Penalty: 4366.200195
	Iteration 5Q: 3 clusters Score -556200.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -556247.625000 Penalty: 4366.200195
	Iteration 6Q: 3 clusters Score -556247.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -556286.062500 Penalty: 4366.200195
	Iteration 7Q: 3 clusters Score -556286.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -556314.562500 Penalty: 4366.200195
	Iteration 8Q: 3 clusters Score -556314.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -556338.250000 Penalty: 4366.200195
	Iteration 9Q: 3 clusters Score -556338.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -556365.500000 Penalty: 4366.200195
	Iteration 10Q: 3 clusters Score -556365.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -556395.625000 Penalty: 4366.200195
	Iteration 11Q: 3 clusters Score -556395.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -556426.187500 Penalty: 4366.200195
	Iteration 12Q: 3 clusters Score -556426.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -556454.375000 Penalty: 4366.200195
	Iteration 13Q: 3 clusters Score -556454.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -556485.062500 Penalty: 4366.200195
	Iteration 14Q: 3 clusters Score -556485.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -556520.562500 Penalty: 4366.200195
	Iteration 15Q: 3 clusters Score -556520.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -556557.812500 Penalty: 4366.200195
	Iteration 16Q: 3 clusters Score -556557.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -556587.312500 Penalty: 4366.200195
	Iteration 17Q: 3 clusters Score -556587.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -556618.062500 Penalty: 4366.200195
	Iteration 18Q: 3 clusters Score -556618.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -556663.375000 Penalty: 4366.200195
	Iteration 19Q: 3 clusters Score -556663.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -556713.812500 Penalty: 4366.200195
	Iteration 20F: 3 clusters Score -556713.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -556772.562500 Penalty: 4366.200195
	Iteration 21Q: 3 clusters Score -556772.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -556834.250000 Penalty: 4366.200195
	Iteration 22Q: 3 clusters Score -556834.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -556898.937500 Penalty: 4366.200195
	Iteration 23Q: 3 clusters Score -556898.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -556973.375000 Penalty: 4366.200195
	Iteration 24Q: 3 clusters Score -556973.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -557059.187500 Penalty: 4366.200195
	Iteration 25Q: 3 clusters Score -557059.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -557153.437500 Penalty: 4366.200195
	Iteration 26Q: 3 clusters Score -557153.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -557241.187500 Penalty: 4366.200195
	Iteration 27Q: 3 clusters Score -557241.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -557314.750000 Penalty: 4366.200195
	Iteration 28Q: 3 clusters Score -557314.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -557418.312500 Penalty: 4366.200195
	Iteration 29Q: 3 clusters Score -557418.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -557524.500000 Penalty: 4366.200195
	Iteration 30Q: 3 clusters Score -557524.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -557606.375000 Penalty: 4366.200195
	Iteration 31Q: 3 clusters Score -557606.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -557659.125000 Penalty: 4366.200195
	Iteration 32Q: 3 clusters Score -557659.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -557691.625000 Penalty: 4366.200195
	Iteration 33Q: 3 clusters Score -557691.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -557717.000000 Penalty: 4366.200195
	Iteration 34Q: 3 clusters Score -557717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -557736.187500 Penalty: 4366.200195
	Iteration 35Q: 3 clusters Score -557736.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -557763.375000 Penalty: 4366.200195
	Iteration 36Q: 3 clusters Score -557763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -557778.062500 Penalty: 4366.200195
	Iteration 37Q: 3 clusters Score -557778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -557788.500000 Penalty: 4366.200195
	Iteration 38Q: 3 clusters Score -557788.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -557798.937500 Penalty: 4366.200195
	Iteration 39Q: 3 clusters Score -557798.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -557807.687500 Penalty: 4366.200195
	Iteration 40F: 3 clusters Score -557807.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -557815.312500 Penalty: 4366.200195
	Iteration 41Q: 3 clusters Score -557815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -557822.312500 Penalty: 4366.200195
	Iteration 42Q: 3 clusters Score -557822.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -557826.375000 Penalty: 4366.200195
	Iteration 43Q: 3 clusters Score -557826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -557832.687500 Penalty: 4366.200195
	Iteration 44Q: 3 clusters Score -557832.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -557845.312500 Penalty: 4366.200195
	Iteration 45Q: 3 clusters Score -557845.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -557853.812500 Penalty: 4366.200195
	Iteration 46Q: 3 clusters Score -557853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -557860.812500 Penalty: 4366.200195
	Iteration 47Q: 3 clusters Score -557860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -557866.312500 Penalty: 4366.200195
	Iteration 48Q: 3 clusters Score -557866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -557870.062500 Penalty: 4366.200195
	Iteration 49Q: 3 clusters Score -557870.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -557874.750000 Penalty: 4366.200195
	Iteration 50Q: 3 clusters Score -557874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -557886.125000 Penalty: 4366.200195
	Iteration 51Q: 3 clusters Score -557886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -557894.062500 Penalty: 4366.200195
	Iteration 52Q: 3 clusters Score -557894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -557898.125000 Penalty: 4366.200195
	Iteration 53Q: 3 clusters Score -557898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -557899.562500 Penalty: 4366.200195
	Iteration 54Q: 3 clusters Score -557899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -557899.562500 Penalty: 4366.200195
	Iteration 55F: 3 clusters Score -557899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Entering Unmasked Estep 
Score: -2281297.250000 Penalty: 2525.574219
	Iteration 0F: 2 clusters Score -2281297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2263027.000000 Penalty: 5051.148438
	Iteration 0F: 3 clusters Score -2263027 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2269539.500000 Penalty: 5051.148438
	Iteration 1F: 3 clusters Score -2269540 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2270063.250000 Penalty: 5051.148438
	Iteration 2F: 3 clusters Score -2270063 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2270625.250000 Penalty: 5051.148438
	Iteration 3Q: 3 clusters Score -2270625 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2271243.250000 Penalty: 5051.148438
	Iteration 4Q: 3 clusters Score -2271243 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2272017.500000 Penalty: 5051.148438
	Iteration 5F: 3 clusters Score -2272018 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2272947.000000 Penalty: 5051.148438
	Iteration 6F: 3 clusters Score -2272947 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2274102.000000 Penalty: 5051.148438
	Iteration 7F: 3 clusters Score -2274102 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2275560.000000 Penalty: 5051.148438
	Iteration 8F: 3 clusters Score -2275560 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2276967.750000 Penalty: 5051.148438
	Iteration 9F: 3 clusters Score -2276968 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2277904.250000 Penalty: 5051.148438
	Iteration 10F: 3 clusters Score -2277904 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2278482.000000 Penalty: 5051.148438
	Iteration 11Q: 3 clusters Score -2278482 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2278854.500000 Penalty: 5051.148438
	Iteration 12Q: 3 clusters Score -2278854 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2279092.000000 Penalty: 5051.148438
	Iteration 13Q: 3 clusters Score -2279092 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2279241.500000 Penalty: 5051.148438
	Iteration 14Q: 3 clusters Score -2279242 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2279371.250000 Penalty: 5051.148438
	Iteration 15Q: 3 clusters Score -2279371 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2279491.250000 Penalty: 5051.148438
	Iteration 16Q: 3 clusters Score -2279491 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2279580.250000 Penalty: 5051.148438
	Iteration 17Q: 3 clusters Score -2279580 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2279627.750000 Penalty: 5051.148438
	Iteration 18Q: 3 clusters Score -2279628 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2279663.500000 Penalty: 5051.148438
	Iteration 19Q: 3 clusters Score -2279664 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2279697.500000 Penalty: 5051.148438
	Iteration 20F: 3 clusters Score -2279698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2279715.000000 Penalty: 5051.148438
	Iteration 21Q: 3 clusters Score -2279715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2279729.250000 Penalty: 5051.148438
	Iteration 22Q: 3 clusters Score -2279729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2279738.750000 Penalty: 5051.148438
	Iteration 23Q: 3 clusters Score -2279739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2279759.500000 Penalty: 5051.148438
	Iteration 24Q: 3 clusters Score -2279760 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2279767.000000 Penalty: 5051.148438
	Iteration 25Q: 3 clusters Score -2279767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2279786.500000 Penalty: 5051.148438
	Iteration 26Q: 3 clusters Score -2279786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2279790.500000 Penalty: 5051.148438
	Iteration 27Q: 3 clusters Score -2279790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2279787.500000 Penalty: 5051.148438
	Iteration 28Q: 3 clusters Score -2279788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2279794.250000 Penalty: 5051.148438
	Iteration 29Q: 3 clusters Score -2279794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2279800.500000 Penalty: 5051.148438
	Iteration 30Q: 3 clusters Score -2279800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2279801.000000 Penalty: 5051.148438
	Iteration 31Q: 3 clusters Score -2279801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2279804.250000 Penalty: 5051.148438
	Iteration 32Q: 3 clusters Score -2279804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2279803.500000 Penalty: 5051.148438
	Iteration 33Q: 3 clusters Score -2279804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2279800.000000 Penalty: 5051.148438
	Iteration 34Q: 3 clusters Score -2279800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2279798.750000 Penalty: 5051.148438
	Iteration 35Q: 3 clusters Score -2279799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2279800.500000 Penalty: 5051.148438
	Iteration 36Q: 3 clusters Score -2279800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2279802.000000 Penalty: 5051.148438
	Iteration 37Q: 3 clusters Score -2279802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2279804.000000 Penalty: 5051.148438
	Iteration 38Q: 3 clusters Score -2279804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2279806.250000 Penalty: 5051.148438
	Iteration 39Q: 3 clusters Score -2279806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2279804.500000 Penalty: 5051.148438
	Iteration 40F: 3 clusters Score -2279804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2279806.000000 Penalty: 5051.148438
	Iteration 41Q: 3 clusters Score -2279806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2279806.000000 Penalty: 5051.148438
	Iteration 42F: 3 clusters Score -2279806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Entering Unmasked Estep 
Score: -1573095.500000 Penalty: 2432.280273
	Iteration 0F: 2 clusters Score -1573096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1560149.375000 Penalty: 4864.560547
	Iteration 0F: 3 clusters Score -1560149 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1564579.125000 Penalty: 4864.560547
	Iteration 1F: 3 clusters Score -1564579 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1565097.625000 Penalty: 4864.560547
	Iteration 2F: 3 clusters Score -1565098 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1565626.375000 Penalty: 4864.560547
	Iteration 3F: 3 clusters Score -1565626 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1566217.250000 Penalty: 4864.560547
	Iteration 4F: 3 clusters Score -1566217 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1566833.125000 Penalty: 4864.560547
	Iteration 5F: 3 clusters Score -1566833 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1567440.625000 Penalty: 4864.560547
	Iteration 6F: 3 clusters Score -1567441 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1567987 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1568494.625000 Penalty: 4864.560547
	Iteration 8Q: 3 clusters Score -1568495 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1568907.250000 Penalty: 4864.560547
	Iteration 9Q: 3 clusters Score -1568907 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1569234.750000 Penalty: 4864.560547
	Iteration 10Q: 3 clusters Score -1569235 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1569503.750000 Penalty: 4864.560547
	Iteration 11Q: 3 clusters Score -1569504 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1569818.875000 Penalty: 4864.560547
	Iteration 12Q: 3 clusters Score -1569819 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1570159.625000 Penalty: 4864.560547
	Iteration 13Q: 3 clusters Score -1570160 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1570546.500000 Penalty: 4864.560547
	Iteration 14Q: 3 clusters Score -1570546 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1570880.500000 Penalty: 4864.560547
	Iteration 15Q: 3 clusters Score -1570880 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1571098.250000 Penalty: 4864.560547
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1571254.125000 Penalty: 4864.560547
	Iteration 17Q: 3 clusters Score -1571254 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1571358.625000 Penalty: 4864.560547
	Iteration 18Q: 3 clusters Score -1571359 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1571434.125000 Penalty: 4864.560547
	Iteration 19Q: 3 clusters Score -1571434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1571466.750000 Penalty: 4864.560547
	Iteration 20F: 3 clusters Score -1571467 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1571491.625000 Penalty: 4864.560547
	Iteration 21Q: 3 clusters Score -1571492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1571505.000000 Penalty: 4864.560547
	Iteration 22Q: 3 clusters Score -1571505 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1571515.875000 Penalty: 4864.560547
	Iteration 23Q: 3 clusters Score -1571516 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1571523.750000 Penalty: 4864.560547
	Iteration 24Q: 3 clusters Score -1571524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1571526.250000 Penalty: 4864.560547
	Iteration 25Q: 3 clusters Score -1571526 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1571533.500000 Penalty: 4864.560547
	Iteration 26Q: 3 clusters Score -1571534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1571538.125000 Penalty: 4864.560547
	Iteration 27Q: 3 clusters Score -1571538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1571544.875000 Penalty: 4864.560547
	Iteration 28Q: 3 clusters Score -1571545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1571551.750000 Penalty: 4864.560547
	Iteration 29Q: 3 clusters Score -1571552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1571551.750000 Penalty: 4864.560547
	Iteration 30Q: 3 clusters Score -1571552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1571559.500000 Penalty: 4864.560547
	Iteration 31Q: 3 clusters Score -1571560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1571563.250000 Penalty: 4864.560547
	Iteration 32Q: 3 clusters Score -1571563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1571567.750000 Penalty: 4864.560547
	Iteration 33Q: 3 clusters Score -1571568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1571573.000000 Penalty: 4864.560547
	Iteration 34Q: 3 clusters Score -1571573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1571581.000000 Penalty: 4864.560547
	Iteration 35Q: 3 clusters Score -1571581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1571581.250000 Penalty: 4864.560547
	Iteration 36Q: 3 clusters Score -1571581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1571582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1571583.500000 Penalty: 4864.560547
	Iteration 38Q: 3 clusters Score -1571584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1571586.625000 Penalty: 4864.560547
	Iteration 39Q: 3 clusters Score -1571587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1571588.750000 Penalty: 4864.560547
	Iteration 40F: 3 clusters Score -1571589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1571587.375000 Penalty: 4864.560547
	Iteration 41Q: 3 clusters Score -1571587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1571591.125000 Penalty: 4864.560547
	Iteration 42Q: 3 clusters Score -1571591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1571597.750000 Penalty: 4864.560547
	Iteration 43Q: 3 clusters Score -1571598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1571599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1571596.750000 Penalty: 4864.560547
	Iteration 45Q: 3 clusters Score -1571597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1571601.625000 Penalty: 4864.560547
	Iteration 46Q: 3 clusters Score -1571602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1571612.375000 Penalty: 4864.560547
	Iteration 47Q: 3 clusters Score -1571612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1571612.875000 Penalty: 4864.560547
	Iteration 48Q: 3 clusters Score -1571613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1571619.750000 Penalty: 4864.560547
	Iteration 49Q: 3 clusters Score -1571620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1571631.125000 Penalty: 4864.560547
	Iteration 50Q: 3 clusters Score -1571631 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1571640.250000 Penalty: 4864.560547
	Iteration 51Q: 3 clusters Score -1571640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1571661.125000 Penalty: 4864.560547
	Iteration 52Q: 3 clusters Score -1571661 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1571675.250000 Penalty: 4864.560547
	Iteration 53Q: 3 clusters Score -1571675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1571694.625000 Penalty: 4864.560547
	Iteration 54Q: 3 clusters Score -1571695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1571713.500000 Penalty: 4864.560547
	Iteration 55Q: 3 clusters Score -1571714 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1571734.875000 Penalty: 4864.560547
	Iteration 56Q: 3 clusters Score -1571735 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1571762.250000 Penalty: 4864.560547
	Iteration 57Q: 3 clusters Score -1571762 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1571791.500000 Penalty: 4864.560547
	Iteration 58Q: 3 clusters Score -1571792 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1571821.000000 Penalty: 4864.560547
	Iteration 59Q: 3 clusters Score -1571821 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1571838.875000 Penalty: 4864.560547
	Iteration 60F: 3 clusters Score -1571839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1571848.875000 Penalty: 4864.560547
	Iteration 61Q: 3 clusters Score -1571849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1571868.250000 Penalty: 4864.560547
	Iteration 62Q: 3 clusters Score -1571868 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1571891.875000 Penalty: 4864.560547
	Iteration 63Q: 3 clusters Score -1571892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1571921.500000 Penalty: 4864.560547
	Iteration 64Q: 3 clusters Score -1571922 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1571939.000000 Penalty: 4864.560547
	Iteration 65Q: 3 clusters Score -1571939 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15030 members 
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Entering Unmasked Estep 
Score: -1571966.000000 Penalty: 4864.560547
	Iteration 66Q: 3 clusters Score -1571966 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1571991.125000 Penalty: 4864.560547
	Iteration 67Q: 3 clusters Score -1571991 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1572011.375000 Penalty: 4864.560547
	Iteration 68Q: 3 clusters Score -1572011 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1572033.750000 Penalty: 4864.560547
	Iteration 69Q: 3 clusters Score -1572034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1572050.500000 Penalty: 4864.560547
	Iteration 70Q: 3 clusters Score -1572050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1572064.000000 Penalty: 4864.560547
	Iteration 71Q: 3 clusters Score -1572064 nChanged 46
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Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1572078.000000 Penalty: 4864.560547
	Iteration 72Q: 3 clusters Score -1572078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
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Entering Unmasked Estep 
Score: -1572083.375000 Penalty: 4864.560547
	Iteration 73Q: 3 clusters Score -1572083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1572094.625000 Penalty: 4864.560547
	Iteration 74Q: 3 clusters Score -1572095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1572111.750000 Penalty: 4864.560547
	Iteration 75Q: 3 clusters Score -1572112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1572111.000000 Penalty: 4864.560547
	Iteration 76Q: 3 clusters Score -1572111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1572120.875000 Penalty: 4864.560547
	Iteration 77Q: 3 clusters Score -1572121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1572126.625000 Penalty: 4864.560547
	Iteration 78Q: 3 clusters Score -1572127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1572130.875000 Penalty: 4864.560547
	Iteration 79Q: 3 clusters Score -1572131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1572134.000000 Penalty: 4864.560547
	Iteration 80F: 3 clusters Score -1572134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1572134.500000 Penalty: 4864.560547
	Iteration 81Q: 3 clusters Score -1572134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1572141.875000 Penalty: 4864.560547
	Iteration 82Q: 3 clusters Score -1572142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1572146.000000 Penalty: 4864.560547
	Iteration 83Q: 3 clusters Score -1572146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1572150.125000 Penalty: 4864.560547
	Iteration 84Q: 3 clusters Score -1572150 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1572150 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1572159.250000 Penalty: 4864.560547
	Iteration 86Q: 3 clusters Score -1572159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1572160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1572161.750000 Penalty: 4864.560547
	Iteration 88Q: 3 clusters Score -1572162 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1572159.000000 Penalty: 4864.560547
	Iteration 89Q: 3 clusters Score -1572159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1572169.125000 Penalty: 4864.560547
	Iteration 90Q: 3 clusters Score -1572169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1572174.875000 Penalty: 4864.560547
	Iteration 91Q: 3 clusters Score -1572175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1572176.750000 Penalty: 4864.560547
	Iteration 92Q: 3 clusters Score -1572177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1572176.250000 Penalty: 4864.560547
	Iteration 93Q: 3 clusters Score -1572176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1572174.250000 Penalty: 4864.560547
	Iteration 94Q: 3 clusters Score -1572174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
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Entering Unmasked Estep 
Score: -1572179.625000 Penalty: 4864.560547
	Iteration 95Q: 3 clusters Score -1572180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1572179.250000 Penalty: 4864.560547
	Iteration 96Q: 3 clusters Score -1572179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1572178.125000 Penalty: 4864.560547
	Iteration 97Q: 3 clusters Score -1572178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1572181.875000 Penalty: 4864.560547
	Iteration 98Q: 3 clusters Score -1572182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1572182.500000 Penalty: 4864.560547
	Iteration 99Q: 3 clusters Score -1572182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1572182.375000 Penalty: 4864.560547
	Iteration 100F: 3 clusters Score -1572182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Entering Unmasked Estep 
Score: -1294802.250000 Penalty: 2402.270508
	Iteration 0F: 2 clusters Score -1294802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1283297.875000 Penalty: 4804.541016
	Iteration 0F: 3 clusters Score -1283298 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1287445.750000 Penalty: 4804.541016
	Iteration 1F: 3 clusters Score -1287446 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1288359.250000 Penalty: 4804.541016
	Iteration 2F: 3 clusters Score -1288359 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1289442.750000 Penalty: 4804.541016
	Iteration 3F: 3 clusters Score -1289443 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1290500.750000 Penalty: 4804.541016
	Iteration 4F: 3 clusters Score -1290501 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1291385.625000 Penalty: 4804.541016
	Iteration 5F: 3 clusters Score -1291386 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1292050.125000 Penalty: 4804.541016
	Iteration 6F: 3 clusters Score -1292050 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1292466.750000 Penalty: 4804.541016
	Iteration 7Q: 3 clusters Score -1292467 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1292729.125000 Penalty: 4804.541016
	Iteration 8Q: 3 clusters Score -1292729 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1292907.875000 Penalty: 4804.541016
	Iteration 9Q: 3 clusters Score -1292908 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1293020.125000 Penalty: 4804.541016
	Iteration 10Q: 3 clusters Score -1293020 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1293107.000000 Penalty: 4804.541016
	Iteration 11Q: 3 clusters Score -1293107 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1293143.625000 Penalty: 4804.541016
	Iteration 12Q: 3 clusters Score -1293144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1293175.125000 Penalty: 4804.541016
	Iteration 13Q: 3 clusters Score -1293175 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1293199.875000 Penalty: 4804.541016
	Iteration 14Q: 3 clusters Score -1293200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1293204.875000 Penalty: 4804.541016
	Iteration 15Q: 3 clusters Score -1293205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1293221.000000 Penalty: 4804.541016
	Iteration 16Q: 3 clusters Score -1293221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1293224.500000 Penalty: 4804.541016
	Iteration 17Q: 3 clusters Score -1293224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1293231.500000 Penalty: 4804.541016
	Iteration 18Q: 3 clusters Score -1293232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1293241.375000 Penalty: 4804.541016
	Iteration 19Q: 3 clusters Score -1293241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1293251.375000 Penalty: 4804.541016
	Iteration 20F: 3 clusters Score -1293251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1293252.750000 Penalty: 4804.541016
	Iteration 21Q: 3 clusters Score -1293253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1293258.500000 Penalty: 4804.541016
	Iteration 22Q: 3 clusters Score -1293258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1293262.750000 Penalty: 4804.541016
	Iteration 23Q: 3 clusters Score -1293263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1293265.250000 Penalty: 4804.541016
	Iteration 24Q: 3 clusters Score -1293265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1293268.250000 Penalty: 4804.541016
	Iteration 25Q: 3 clusters Score -1293268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1293274.500000 Penalty: 4804.541016
	Iteration 26Q: 3 clusters Score -1293274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1293277.250000 Penalty: 4804.541016
	Iteration 27Q: 3 clusters Score -1293277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1293284.875000 Penalty: 4804.541016
	Iteration 28Q: 3 clusters Score -1293285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1293283.500000 Penalty: 4804.541016
	Iteration 29Q: 3 clusters Score -1293284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1293283.875000 Penalty: 4804.541016
	Iteration 30Q: 3 clusters Score -1293284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1293284.125000 Penalty: 4804.541016
	Iteration 31Q: 3 clusters Score -1293284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1293290.875000 Penalty: 4804.541016
	Iteration 32Q: 3 clusters Score -1293291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1293290.625000 Penalty: 4804.541016
	Iteration 33Q: 3 clusters Score -1293291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1293290.750000 Penalty: 4804.541016
	Iteration 34Q: 3 clusters Score -1293291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1293292.375000 Penalty: 4804.541016
	Iteration 35Q: 3 clusters Score -1293292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1293293.500000 Penalty: 4804.541016
	Iteration 36Q: 3 clusters Score -1293294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1293296.500000 Penalty: 4804.541016
	Iteration 37Q: 3 clusters Score -1293296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1293301.625000 Penalty: 4804.541016
	Iteration 38Q: 3 clusters Score -1293302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1293299.000000 Penalty: 4804.541016
	Iteration 39Q: 3 clusters Score -1293299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1293300.375000 Penalty: 4804.541016
	Iteration 40F: 3 clusters Score -1293300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1293301.500000 Penalty: 4804.541016
	Iteration 41Q: 3 clusters Score -1293302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1293305.125000 Penalty: 4804.541016
	Iteration 42Q: 3 clusters Score -1293305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1293305.000000 Penalty: 4804.541016
	Iteration 43Q: 3 clusters Score -1293305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1293307.500000 Penalty: 4804.541016
	Iteration 44Q: 3 clusters Score -1293308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1293307.750000 Penalty: 4804.541016
	Iteration 45Q: 3 clusters Score -1293308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1293308.875000 Penalty: 4804.541016
	Iteration 46Q: 3 clusters Score -1293309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1293307.000000 Penalty: 4804.541016
	Iteration 47Q: 3 clusters Score -1293307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1293309.500000 Penalty: 4804.541016
	Iteration 48Q: 3 clusters Score -1293310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1293309.500000 Penalty: 4804.541016
	Iteration 49F: 3 clusters Score -1293310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -811431.875000 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -811431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -803665.687500 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -803665.7 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -806133.812500 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -806133.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -806746.812500 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -806746.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -807352.687500 Penalty: 4573.067383
	Iteration 3F: 3 clusters Score -807352.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -807996.187500 Penalty: 4573.067383
	Iteration 4F: 3 clusters Score -807996.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -808609.125000 Penalty: 4573.067383
	Iteration 5F: 3 clusters Score -808609.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -809147.437500 Penalty: 4573.067383
	Iteration 6F: 3 clusters Score -809147.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -809554.562500 Penalty: 4573.067383
	Iteration 7F: 3 clusters Score -809554.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -809812.687500 Penalty: 4573.067383
	Iteration 8Q: 3 clusters Score -809812.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -809981.875000 Penalty: 4573.067383
	Iteration 9Q: 3 clusters Score -809981.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -810086.625000 Penalty: 4573.067383
	Iteration 10Q: 3 clusters Score -810086.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -810165.437500 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -810165.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -810216.187500 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -810216.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -810258.437500 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -810258.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -810288.937500 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -810288.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -810316.937500 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -810316.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -810338.812500 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -810338.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -810351.375000 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -810351.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -810359.750000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -810359.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -810366.937500 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -810366.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -810371.187500 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -810371.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -810376.750000 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -810376.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -810382.000000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -810382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -810389.125000 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -810389.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -810394.750000 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -810394.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -810397.312500 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -810397.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -810401.062500 Penalty: 4573.067383
	Iteration 26Q: 3 clusters Score -810401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -810403.937500 Penalty: 4573.067383
	Iteration 27Q: 3 clusters Score -810403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -810405.062500 Penalty: 4573.067383
	Iteration 28Q: 3 clusters Score -810405.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -810411.125000 Penalty: 4573.067383
	Iteration 29Q: 3 clusters Score -810411.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -810413.375000 Penalty: 4573.067383
	Iteration 30Q: 3 clusters Score -810413.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -810414.687500 Penalty: 4573.067383
	Iteration 31Q: 3 clusters Score -810414.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -810416.250000 Penalty: 4573.067383
	Iteration 32Q: 3 clusters Score -810416.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -810417.250000 Penalty: 4573.067383
	Iteration 33Q: 3 clusters Score -810417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -810421.687500 Penalty: 4573.067383
	Iteration 34Q: 3 clusters Score -810421.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -810423.125000 Penalty: 4573.067383
	Iteration 35Q: 3 clusters Score -810423.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -810427.625000 Penalty: 4573.067383
	Iteration 36Q: 3 clusters Score -810427.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -810429.000000 Penalty: 4573.067383
	Iteration 37Q: 3 clusters Score -810429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -810431.937500 Penalty: 4573.067383
	Iteration 38Q: 3 clusters Score -810431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -810434.312500 Penalty: 4573.067383
	Iteration 39Q: 3 clusters Score -810434.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -810433.500000 Penalty: 4573.067383
	Iteration 40F: 3 clusters Score -810433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -810436.000000 Penalty: 4573.067383
	Iteration 41Q: 3 clusters Score -810436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -810436.250000 Penalty: 4573.067383
	Iteration 42Q: 3 clusters Score -810436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -810435.312500 Penalty: 4573.067383
	Iteration 43Q: 3 clusters Score -810435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -810435.062500 Penalty: 4573.067383
	Iteration 44Q: 3 clusters Score -810435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -810437.375000 Penalty: 4573.067383
	Iteration 45Q: 3 clusters Score -810437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -810437.375000 Penalty: 4573.067383
	Iteration 46F: 3 clusters Score -810437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Entering Unmasked Estep 
Score: -1608025.625000 Penalty: 2437.065430
	Iteration 0F: 2 clusters Score -1608026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1594910.750000 Penalty: 4874.130859
	Iteration 0F: 3 clusters Score -1594911 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1599142.000000 Penalty: 4874.130859
	Iteration 1F: 3 clusters Score -1599142 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1599440.500000 Penalty: 4874.130859
	Iteration 2F: 3 clusters Score -1599440 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1599676.250000 Penalty: 4874.130859
	Iteration 3Q: 3 clusters Score -1599676 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1599866.125000 Penalty: 4874.130859
	Iteration 4Q: 3 clusters Score -1599866 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1600020.375000 Penalty: 4874.130859
	Iteration 5Q: 3 clusters Score -1600020 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1600157.500000 Penalty: 4874.130859
	Iteration 6Q: 3 clusters Score -1600158 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1600279.750000 Penalty: 4874.130859
	Iteration 7Q: 3 clusters Score -1600280 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1600400.750000 Penalty: 4874.130859
	Iteration 8Q: 3 clusters Score -1600401 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1600531.125000 Penalty: 4874.130859
	Iteration 9Q: 3 clusters Score -1600531 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1600724.625000 Penalty: 4874.130859
	Iteration 10Q: 3 clusters Score -1600725 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1601038.750000 Penalty: 4874.130859
	Iteration 11Q: 3 clusters Score -1601039 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1601452.750000 Penalty: 4874.130859
	Iteration 12Q: 3 clusters Score -1601453 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1602078.500000 Penalty: 4874.130859
	Iteration 13F: 3 clusters Score -1602078 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1602984.250000 Penalty: 4874.130859
	Iteration 14F: 3 clusters Score -1602984 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1604198.750000 Penalty: 4874.130859
	Iteration 15F: 3 clusters Score -1604199 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1605566.875000 Penalty: 4874.130859
	Iteration 16F: 3 clusters Score -1605567 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1606879.750000 Penalty: 4874.130859
	Iteration 17F: 3 clusters Score -1606880 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1607720.375000 Penalty: 4874.130859
	Iteration 18Q: 3 clusters Score -1607720 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1608092.000000 Penalty: 4874.130859
	Iteration 19Q: 3 clusters Score -1608092 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1608217.125000 Penalty: 4874.130859
	Iteration 20F: 3 clusters Score -1608217 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1608281.500000 Penalty: 4874.130859
	Iteration 21Q: 3 clusters Score -1608282 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1608312.625000 Penalty: 4874.130859
	Iteration 22Q: 3 clusters Score -1608313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1608330.000000 Penalty: 4874.130859
	Iteration 23Q: 3 clusters Score -1608330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1608339.500000 Penalty: 4874.130859
	Iteration 24Q: 3 clusters Score -1608340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1608341.000000 Penalty: 4874.130859
	Iteration 25Q: 3 clusters Score -1608341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1608341.750000 Penalty: 4874.130859
	Iteration 26Q: 3 clusters Score -1608342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1608341.750000 Penalty: 4874.130859
	Iteration 27Q: 3 clusters Score -1608342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1608342.875000 Penalty: 4874.130859
	Iteration 28Q: 3 clusters Score -1608343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1608342.125000 Penalty: 4874.130859
	Iteration 29Q: 3 clusters Score -1608342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1608342.125000 Penalty: 4874.130859
	Iteration 30F: 3 clusters Score -1608342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 11529 members 
Entering Unmasked Estep 
Score: -112999592.000000 Penalty: 129393.078125
Splitting cluster 9 changes total score from -113000432.000000 to -112999592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -424740.437500 Penalty: 2167.841553
	Iteration 0F: 2 clusters Score -424740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -419476.406250 Penalty: 4335.683105
	Iteration 0F: 3 clusters Score -419476.4 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -421455.218750 Penalty: 4335.683105
	Iteration 1F: 3 clusters Score -421455.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -422242.218750 Penalty: 4335.683105
	Iteration 2F: 3 clusters Score -422242.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -422775.781250 Penalty: 4335.683105
	Iteration 3F: 3 clusters Score -422775.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -423172.000000 Penalty: 4335.683105
	Iteration 4F: 3 clusters Score -423172 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -423488.031250 Penalty: 4335.683105
	Iteration 5F: 3 clusters Score -423488 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -423804.593750 Penalty: 4335.683105
	Iteration 6Q: 3 clusters Score -423804.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -424185.281250 Penalty: 4335.683105
	Iteration 7Q: 3 clusters Score -424185.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -424484.281250 Penalty: 4335.683105
	Iteration 8Q: 3 clusters Score -424484.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -424657.187500 Penalty: 4335.683105
	Iteration 9Q: 3 clusters Score -424657.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -424754.593750 Penalty: 4335.683105
	Iteration 10Q: 3 clusters Score -424754.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -424820.593750 Penalty: 4335.683105
	Iteration 11Q: 3 clusters Score -424820.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -424861.531250 Penalty: 4335.683105
	Iteration 12Q: 3 clusters Score -424861.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -424886.156250 Penalty: 4335.683105
	Iteration 13Q: 3 clusters Score -424886.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -424904.187500 Penalty: 4335.683105
	Iteration 14Q: 3 clusters Score -424904.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -424920.687500 Penalty: 4335.683105
	Iteration 15Q: 3 clusters Score -424920.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -424925.531250 Penalty: 4335.683105
	Iteration 16Q: 3 clusters Score -424925.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -424935.843750 Penalty: 4335.683105
	Iteration 17Q: 3 clusters Score -424935.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -424940.093750 Penalty: 4335.683105
	Iteration 18Q: 3 clusters Score -424940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -424943.812500 Penalty: 4335.683105
	Iteration 19Q: 3 clusters Score -424943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -424943.937500 Penalty: 4335.683105
	Iteration 20F: 3 clusters Score -424943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -424945.031250 Penalty: 4335.683105
	Iteration 21Q: 3 clusters Score -424945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -424945.093750 Penalty: 4335.683105
	Iteration 22Q: 3 clusters Score -424945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -424946.187500 Penalty: 4335.683105
	Iteration 23Q: 3 clusters Score -424946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -424946.187500 Penalty: 4335.683105
	Iteration 24F: 3 clusters Score -424946.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 2585 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 3671 members 
Entering Unmasked Estep 
Score: -112999232.000000 Penalty: 129393.078125
Splitting cluster 10 changes total score from -113000432.000000 to -112999232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (101584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Entering Unmasked Estep 
Score: -8924551.000000 Penalty: 2859.103027
	Iteration 0F: 2 clusters Score -8924551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -8856734.000000 Penalty: 5718.206055
	Iteration 0F: 3 clusters Score -8856734 nChanged 48019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -8884593.000000 Penalty: 5718.206055
	Iteration 1F: 3 clusters Score -8884593 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -8886187.000000 Penalty: 5718.206055
	Iteration 2Q: 3 clusters Score -8886187 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8888898.000000 Penalty: 5718.206055
	Iteration 3F: 3 clusters Score -8888898 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -8893531.000000 Penalty: 5718.206055
	Iteration 4F: 3 clusters Score -8893531 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -8900906.000000 Penalty: 5718.206055
	Iteration 5F: 3 clusters Score -8900906 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -8909984.000000 Penalty: 5718.206055
	Iteration 6F: 3 clusters Score -8909984 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -8917231.000000 Penalty: 5718.206055
	Iteration 7F: 3 clusters Score -8917231 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -8920469.000000 Penalty: 5718.206055
	Iteration 8Q: 3 clusters Score -8920469 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 100793 members 
Entering Unmasked Estep 
Score: -8921454.000000 Penalty: 5718.206055
	Iteration 9Q: 3 clusters Score -8921454 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 101078 members 
Entering Unmasked Estep 
Score: -8921801.000000 Penalty: 5718.206055
	Iteration 10Q: 3 clusters Score -8921801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -8921973.000000 Penalty: 5718.206055
	Iteration 11Q: 3 clusters Score -8921973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -8922066.000000 Penalty: 5718.206055
	Iteration 12Q: 3 clusters Score -8922066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -8922092.000000 Penalty: 5718.206055
	Iteration 13Q: 3 clusters Score -8922092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 101212 members 
Entering Unmasked Estep 
Score: -8922139.000000 Penalty: 5718.206055
	Iteration 14Q: 3 clusters Score -8922139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -8922159.000000 Penalty: 5718.206055
	Iteration 15Q: 3 clusters Score -8922159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -8922189.000000 Penalty: 5718.206055
	Iteration 16Q: 3 clusters Score -8922189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -8922216.000000 Penalty: 5718.206055
	Iteration 17Q: 3 clusters Score -8922216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -8922226.000000 Penalty: 5718.206055
	Iteration 18Q: 3 clusters Score -8922226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -8922224.000000 Penalty: 5718.206055
	Iteration 19Q: 3 clusters Score -8922224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -8922227.000000 Penalty: 5718.206055
	Iteration 20F: 3 clusters Score -8922227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -8922241.000000 Penalty: 5718.206055
	Iteration 21Q: 3 clusters Score -8922241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -8922239.000000 Penalty: 5718.206055
	Iteration 22Q: 3 clusters Score -8922239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -8922239.000000 Penalty: 5718.206055
	Iteration 23F: 3 clusters Score -8922239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -452769.250000 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -452769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -448125.937500 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -448125.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -449262.406250 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -449262.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -449480.968750 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -449481 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -449611.312500 Penalty: 4246.265625
	Iteration 3F: 3 clusters Score -449611.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -449716.531250 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -449716.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -449813.312500 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -449813.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -449891.781250 Penalty: 4246.265625
	Iteration 6Q: 3 clusters Score -449891.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -449961.500000 Penalty: 4246.265625
	Iteration 7Q: 3 clusters Score -449961.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -450032.187500 Penalty: 4246.265625
	Iteration 8Q: 3 clusters Score -450032.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -450097.218750 Penalty: 4246.265625
	Iteration 9Q: 3 clusters Score -450097.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -450153.875000 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -450153.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -450199.156250 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -450199.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -450240.281250 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -450240.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -450272.062500 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -450272.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -450301.937500 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -450301.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -450333.250000 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -450333.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -450361.531250 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -450361.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -450391.375000 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -450391.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -450423.687500 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -450423.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -450471.000000 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -450471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -450515.468750 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -450515.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -450566.125000 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -450566.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -450616.062500 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -450616.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -450664.937500 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -450664.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -450705.375000 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -450705.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -450744.843750 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -450744.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -450780.968750 Penalty: 4246.265625
	Iteration 26Q: 3 clusters Score -450781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -450826.437500 Penalty: 4246.265625
	Iteration 27Q: 3 clusters Score -450826.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -450887.093750 Penalty: 4246.265625
	Iteration 28Q: 3 clusters Score -450887.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -450936.687500 Penalty: 4246.265625
	Iteration 29Q: 3 clusters Score -450936.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -450978.562500 Penalty: 4246.265625
	Iteration 30Q: 3 clusters Score -450978.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -451023.281250 Penalty: 4246.265625
	Iteration 31Q: 3 clusters Score -451023.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -451081.187500 Penalty: 4246.265625
	Iteration 32Q: 3 clusters Score -451081.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -451146.437500 Penalty: 4246.265625
	Iteration 33Q: 3 clusters Score -451146.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -451198.250000 Penalty: 4246.265625
	Iteration 34Q: 3 clusters Score -451198.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -451252.718750 Penalty: 4246.265625
	Iteration 35Q: 3 clusters Score -451252.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -451312.812500 Penalty: 4246.265625
	Iteration 36Q: 3 clusters Score -451312.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -451365.500000 Penalty: 4246.265625
	Iteration 37Q: 3 clusters Score -451365.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -451418.812500 Penalty: 4246.265625
	Iteration 38Q: 3 clusters Score -451418.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -451470.843750 Penalty: 4246.265625
	Iteration 39Q: 3 clusters Score -451470.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -451526.531250 Penalty: 4246.265625
	Iteration 40F: 3 clusters Score -451526.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -451573.468750 Penalty: 4246.265625
	Iteration 41Q: 3 clusters Score -451573.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -451596.531250 Penalty: 4246.265625
	Iteration 42Q: 3 clusters Score -451596.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -451615.531250 Penalty: 4246.265625
	Iteration 43Q: 3 clusters Score -451615.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -451624.312500 Penalty: 4246.265625
	Iteration 44Q: 3 clusters Score -451624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -451628.406250 Penalty: 4246.265625
	Iteration 45Q: 3 clusters Score -451628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -451629.843750 Penalty: 4246.265625
	Iteration 46Q: 3 clusters Score -451629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -451631.718750 Penalty: 4246.265625
	Iteration 47Q: 3 clusters Score -451631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -451632.750000 Penalty: 4246.265625
	Iteration 48Q: 3 clusters Score -451632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -451632.750000 Penalty: 4246.265625
	Iteration 49F: 3 clusters Score -451632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Entering Unmasked Estep 
Score: -876863.187500 Penalty: 2308.724121
	Iteration 0F: 2 clusters Score -876863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -868506.000000 Penalty: 4617.448242
	Iteration 0F: 3 clusters Score -868506 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -871021.437500 Penalty: 4617.448242
	Iteration 1F: 3 clusters Score -871021.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -871443.250000 Penalty: 4617.448242
	Iteration 2F: 3 clusters Score -871443.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -871821.937500 Penalty: 4617.448242
	Iteration 3F: 3 clusters Score -871821.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -872178.250000 Penalty: 4617.448242
	Iteration 4F: 3 clusters Score -872178.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -872596.375000 Penalty: 4617.448242
	Iteration 5F: 3 clusters Score -872596.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -873018.062500 Penalty: 4617.448242
	Iteration 6F: 3 clusters Score -873018.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -873479.312500 Penalty: 4617.448242
	Iteration 7F: 3 clusters Score -873479.3 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -873888.062500 Penalty: 4617.448242
	Iteration 8F: 3 clusters Score -873888.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -874147.687500 Penalty: 4617.448242
	Iteration 9Q: 3 clusters Score -874147.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -874317.875000 Penalty: 4617.448242
	Iteration 10Q: 3 clusters Score -874317.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -874434.937500 Penalty: 4617.448242
	Iteration 11Q: 3 clusters Score -874434.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -874510.875000 Penalty: 4617.448242
	Iteration 12Q: 3 clusters Score -874510.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -874572.562500 Penalty: 4617.448242
	Iteration 13Q: 3 clusters Score -874572.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -874622.062500 Penalty: 4617.448242
	Iteration 14Q: 3 clusters Score -874622.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -874659.000000 Penalty: 4617.448242
	Iteration 15Q: 3 clusters Score -874659 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -874682.500000 Penalty: 4617.448242
	Iteration 16Q: 3 clusters Score -874682.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -874704.000000 Penalty: 4617.448242
	Iteration 17Q: 3 clusters Score -874704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -874724.062500 Penalty: 4617.448242
	Iteration 18Q: 3 clusters Score -874724.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -874741.875000 Penalty: 4617.448242
	Iteration 19Q: 3 clusters Score -874741.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -874763.375000 Penalty: 4617.448242
	Iteration 20F: 3 clusters Score -874763.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -874783.750000 Penalty: 4617.448242
	Iteration 21Q: 3 clusters Score -874783.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -874800.625000 Penalty: 4617.448242
	Iteration 22Q: 3 clusters Score -874800.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -874822.937500 Penalty: 4617.448242
	Iteration 23Q: 3 clusters Score -874822.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -874845.312500 Penalty: 4617.448242
	Iteration 24Q: 3 clusters Score -874845.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -874863.500000 Penalty: 4617.448242
	Iteration 25Q: 3 clusters Score -874863.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -874879.937500 Penalty: 4617.448242
	Iteration 26Q: 3 clusters Score -874879.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -874894.812500 Penalty: 4617.448242
	Iteration 27Q: 3 clusters Score -874894.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -874904.812500 Penalty: 4617.448242
	Iteration 28Q: 3 clusters Score -874904.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -874926.937500 Penalty: 4617.448242
	Iteration 29Q: 3 clusters Score -874926.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -874941.250000 Penalty: 4617.448242
	Iteration 30Q: 3 clusters Score -874941.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -874958.500000 Penalty: 4617.448242
	Iteration 31Q: 3 clusters Score -874958.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -874974.375000 Penalty: 4617.448242
	Iteration 32Q: 3 clusters Score -874974.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -875002.625000 Penalty: 4617.448242
	Iteration 33Q: 3 clusters Score -875002.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -875029.437500 Penalty: 4617.448242
	Iteration 34Q: 3 clusters Score -875029.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -875055.187500 Penalty: 4617.448242
	Iteration 35Q: 3 clusters Score -875055.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -875084.375000 Penalty: 4617.448242
	Iteration 36Q: 3 clusters Score -875084.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -875115.687500 Penalty: 4617.448242
	Iteration 37Q: 3 clusters Score -875115.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -875134.437500 Penalty: 4617.448242
	Iteration 38Q: 3 clusters Score -875134.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -875153.062500 Penalty: 4617.448242
	Iteration 39Q: 3 clusters Score -875153.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -875163.187500 Penalty: 4617.448242
	Iteration 40F: 3 clusters Score -875163.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -875170.375000 Penalty: 4617.448242
	Iteration 41Q: 3 clusters Score -875170.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -875179.812500 Penalty: 4617.448242
	Iteration 42Q: 3 clusters Score -875179.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -875187.687500 Penalty: 4617.448242
	Iteration 43Q: 3 clusters Score -875187.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -875192.937500 Penalty: 4617.448242
	Iteration 44Q: 3 clusters Score -875192.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -875195.812500 Penalty: 4617.448242
	Iteration 45Q: 3 clusters Score -875195.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -875203.187500 Penalty: 4617.448242
	Iteration 46Q: 3 clusters Score -875203.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -875206.687500 Penalty: 4617.448242
	Iteration 47Q: 3 clusters Score -875206.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -875210.875000 Penalty: 4617.448242
	Iteration 48Q: 3 clusters Score -875210.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -875215.062500 Penalty: 4617.448242
	Iteration 49Q: 3 clusters Score -875215.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -875226.812500 Penalty: 4617.448242
	Iteration 50Q: 3 clusters Score -875226.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -875233.625000 Penalty: 4617.448242
	Iteration 51Q: 3 clusters Score -875233.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -875240.750000 Penalty: 4617.448242
	Iteration 52Q: 3 clusters Score -875240.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -875248.187500 Penalty: 4617.448242
	Iteration 53Q: 3 clusters Score -875248.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -875257.062500 Penalty: 4617.448242
	Iteration 54Q: 3 clusters Score -875257.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -875264.437500 Penalty: 4617.448242
	Iteration 55Q: 3 clusters Score -875264.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -875269.125000 Penalty: 4617.448242
	Iteration 56Q: 3 clusters Score -875269.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -875282.375000 Penalty: 4617.448242
	Iteration 57Q: 3 clusters Score -875282.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -875291.875000 Penalty: 4617.448242
	Iteration 58Q: 3 clusters Score -875291.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -875298.250000 Penalty: 4617.448242
	Iteration 59Q: 3 clusters Score -875298.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -875309.625000 Penalty: 4617.448242
	Iteration 60F: 3 clusters Score -875309.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -875319.187500 Penalty: 4617.448242
	Iteration 61Q: 3 clusters Score -875319.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -875325.875000 Penalty: 4617.448242
	Iteration 62Q: 3 clusters Score -875325.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -875333.875000 Penalty: 4617.448242
	Iteration 63Q: 3 clusters Score -875333.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -875342.750000 Penalty: 4617.448242
	Iteration 64Q: 3 clusters Score -875342.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -875347.000000 Penalty: 4617.448242
	Iteration 65Q: 3 clusters Score -875347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -875349.250000 Penalty: 4617.448242
	Iteration 66Q: 3 clusters Score -875349.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -875353.062500 Penalty: 4617.448242
	Iteration 67Q: 3 clusters Score -875353.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -875357.125000 Penalty: 4617.448242
	Iteration 68Q: 3 clusters Score -875357.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -875362.687500 Penalty: 4617.448242
	Iteration 69Q: 3 clusters Score -875362.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -875369.875000 Penalty: 4617.448242
	Iteration 70Q: 3 clusters Score -875369.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -875374.437500 Penalty: 4617.448242
	Iteration 71Q: 3 clusters Score -875374.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -875381.312500 Penalty: 4617.448242
	Iteration 72Q: 3 clusters Score -875381.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -875384.250000 Penalty: 4617.448242
	Iteration 73Q: 3 clusters Score -875384.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -875390.687500 Penalty: 4617.448242
	Iteration 74Q: 3 clusters Score -875390.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -875396.437500 Penalty: 4617.448242
	Iteration 75Q: 3 clusters Score -875396.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -875401.937500 Penalty: 4617.448242
	Iteration 76Q: 3 clusters Score -875401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -875409.750000 Penalty: 4617.448242
	Iteration 77Q: 3 clusters Score -875409.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -875415.687500 Penalty: 4617.448242
	Iteration 78Q: 3 clusters Score -875415.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -875425.437500 Penalty: 4617.448242
	Iteration 79Q: 3 clusters Score -875425.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -875432.312500 Penalty: 4617.448242
	Iteration 80F: 3 clusters Score -875432.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -875435.312500 Penalty: 4617.448242
	Iteration 81Q: 3 clusters Score -875435.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -875438.625000 Penalty: 4617.448242
	Iteration 82Q: 3 clusters Score -875438.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -875444.625000 Penalty: 4617.448242
	Iteration 83Q: 3 clusters Score -875444.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -875452.375000 Penalty: 4617.448242
	Iteration 84Q: 3 clusters Score -875452.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -875459.750000 Penalty: 4617.448242
	Iteration 85Q: 3 clusters Score -875459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -875464.375000 Penalty: 4617.448242
	Iteration 86Q: 3 clusters Score -875464.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -875468.000000 Penalty: 4617.448242
	Iteration 87Q: 3 clusters Score -875468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -875471.937500 Penalty: 4617.448242
	Iteration 88Q: 3 clusters Score -875471.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -875476.250000 Penalty: 4617.448242
	Iteration 89Q: 3 clusters Score -875476.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -875477.937500 Penalty: 4617.448242
	Iteration 90Q: 3 clusters Score -875477.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -875486.812500 Penalty: 4617.448242
	Iteration 91Q: 3 clusters Score -875486.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -875495.750000 Penalty: 4617.448242
	Iteration 92Q: 3 clusters Score -875495.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -875509.937500 Penalty: 4617.448242
	Iteration 93Q: 3 clusters Score -875509.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -875517.312500 Penalty: 4617.448242
	Iteration 94Q: 3 clusters Score -875517.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -875524.875000 Penalty: 4617.448242
	Iteration 95Q: 3 clusters Score -875524.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -875533.437500 Penalty: 4617.448242
	Iteration 96Q: 3 clusters Score -875533.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -875544.687500 Penalty: 4617.448242
	Iteration 97Q: 3 clusters Score -875544.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -875556.562500 Penalty: 4617.448242
	Iteration 98Q: 3 clusters Score -875556.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -875567.625000 Penalty: 4617.448242
	Iteration 99Q: 3 clusters Score -875567.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -875578.437500 Penalty: 4617.448242
	Iteration 100F: 3 clusters Score -875578.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -875586.125000 Penalty: 4617.448242
	Iteration 101Q: 3 clusters Score -875586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -875593.375000 Penalty: 4617.448242
	Iteration 102Q: 3 clusters Score -875593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -875594.937500 Penalty: 4617.448242
	Iteration 103Q: 3 clusters Score -875594.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -875598.500000 Penalty: 4617.448242
	Iteration 104Q: 3 clusters Score -875598.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -875604.062500 Penalty: 4617.448242
	Iteration 105Q: 3 clusters Score -875604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -875605.000000 Penalty: 4617.448242
	Iteration 106Q: 3 clusters Score -875605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -875606.500000 Penalty: 4617.448242
	Iteration 107Q: 3 clusters Score -875606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -875607.500000 Penalty: 4617.448242
	Iteration 108Q: 3 clusters Score -875607.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -875610.500000 Penalty: 4617.448242
	Iteration 109Q: 3 clusters Score -875610.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -875613.625000 Penalty: 4617.448242
	Iteration 110Q: 3 clusters Score -875613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -875619.625000 Penalty: 4617.448242
	Iteration 111Q: 3 clusters Score -875619.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -875626.500000 Penalty: 4617.448242
	Iteration 112Q: 3 clusters Score -875626.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -875628.500000 Penalty: 4617.448242
	Iteration 113Q: 3 clusters Score -875628.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -875630.312500 Penalty: 4617.448242
	Iteration 114Q: 3 clusters Score -875630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -875633.562500 Penalty: 4617.448242
	Iteration 115Q: 3 clusters Score -875633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -875632.937500 Penalty: 4617.448242
	Iteration 116Q: 3 clusters Score -875632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -875632.312500 Penalty: 4617.448242
	Iteration 117Q: 3 clusters Score -875632.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -875632.312500 Penalty: 4617.448242
	Iteration 118Q: 3 clusters Score -875632.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -875632.500000 Penalty: 4617.448242
	Iteration 119Q: 3 clusters Score -875632.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -875635.250000 Penalty: 4617.448242
	Iteration 120F: 3 clusters Score -875635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -875634.312500 Penalty: 4617.448242
	Iteration 121Q: 3 clusters Score -875634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -875633.687500 Penalty: 4617.448242
	Iteration 122Q: 3 clusters Score -875633.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -875633.687500 Penalty: 4617.448242
	Iteration 123F: 3 clusters Score -875633.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -309512.906250 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -309512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -305782.375000 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -305782.4 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -306754.437500 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -306754.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -306985.437500 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -306985.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -307217.656250 Penalty: 4084.212646
	Iteration 3F: 3 clusters Score -307217.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -307469.406250 Penalty: 4084.212646
	Iteration 4F: 3 clusters Score -307469.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -307776.562500 Penalty: 4084.212646
	Iteration 5F: 3 clusters Score -307776.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -308209.625000 Penalty: 4084.212646
	Iteration 6F: 3 clusters Score -308209.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -308742.468750 Penalty: 4084.212646
	Iteration 7F: 3 clusters Score -308742.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -308936.843750 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -308936.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -309000.718750 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -309000.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -309024.437500 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -309024.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -309039.750000 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -309039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -309045.187500 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -309045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -309051.187500 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -309051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -309057.468750 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -309057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -309061.781250 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -309061.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -309068.093750 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -309068.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -309070.156250 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -309070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -309071.031250 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -309071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -309071.843750 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -309071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309072.187500 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -309072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309073.187500 Penalty: 4084.212646
	Iteration 21Q: 3 clusters Score -309073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -309074.187500 Penalty: 4084.212646
	Iteration 22Q: 3 clusters Score -309074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -309073.937500 Penalty: 4084.212646
	Iteration 23Q: 3 clusters Score -309073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -309073.937500 Penalty: 4084.212646
	Iteration 24F: 3 clusters Score -309073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (334273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334273 members 
Entering Unmasked Estep 
Score: -29486556.000000 Penalty: 3154.488770
	Iteration 0F: 2 clusters Score -2.948656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167013 members 
Mstep: Class 2 contains 167260 members 
Entering Unmasked Estep 
Score: -29262012.000000 Penalty: 6308.977539
	Iteration 0F: 3 clusters Score -2.926201e+07 nChanged 161885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -29357496.000000 Penalty: 6308.977539
	Iteration 1F: 3 clusters Score -2.93575e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 168818 members 
Entering Unmasked Estep 
Score: -29359326.000000 Penalty: 6308.977539
	Iteration 2Q: 3 clusters Score -2.935933e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165001 members 
Mstep: Class 2 contains 169272 members 
Entering Unmasked Estep 
Score: -29361352.000000 Penalty: 6308.977539
	Iteration 3Q: 3 clusters Score -2.936135e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164682 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -29364664.000000 Penalty: 6308.977539
	Iteration 4Q: 3 clusters Score -2.936466e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 169805 members 
Entering Unmasked Estep 
Score: -29369546.000000 Penalty: 6308.977539
	Iteration 5Q: 3 clusters Score -2.936955e+07 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164288 members 
Mstep: Class 2 contains 169985 members 
Entering Unmasked Estep 
Score: -29376000.000000 Penalty: 6308.977539
	Iteration 6Q: 3 clusters Score -2.9376e+07 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164014 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -29383154.000000 Penalty: 6308.977539
	Iteration 7F: 3 clusters Score -2.938315e+07 nChanged 17384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 170913 members 
Entering Unmasked Estep 
Score: -29390924.000000 Penalty: 6308.977539
	Iteration 8F: 3 clusters Score -2.939092e+07 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161790 members 
Mstep: Class 2 contains 172483 members 
Entering Unmasked Estep 
Score: -29397668.000000 Penalty: 6308.977539
	Iteration 9Q: 3 clusters Score -2.939767e+07 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Mstep: Class 2 contains 175105 members 
Entering Unmasked Estep 
Score: -29403326.000000 Penalty: 6308.977539
	Iteration 10Q: 3 clusters Score -2.940333e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155086 members 
Mstep: Class 2 contains 179187 members 
Entering Unmasked Estep 
Score: -29408506.000000 Penalty: 6308.977539
	Iteration 11Q: 3 clusters Score -2.940851e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 184998 members 
Entering Unmasked Estep 
Score: -29413156.000000 Penalty: 6308.977539
	Iteration 12Q: 3 clusters Score -2.941316e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141817 members 
Mstep: Class 2 contains 192456 members 
Entering Unmasked Estep 
Score: -29417430.000000 Penalty: 6308.977539
	Iteration 13Q: 3 clusters Score -2.941743e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132965 members 
Mstep: Class 2 contains 201308 members 
Entering Unmasked Estep 
Score: -29422312.000000 Penalty: 6308.977539
	Iteration 14Q: 3 clusters Score -2.942231e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122709 members 
Mstep: Class 2 contains 211564 members 
Entering Unmasked Estep 
Score: -29428100.000000 Penalty: 6308.977539
	Iteration 15Q: 3 clusters Score -2.94281e+07 nChanged 11426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 222542 members 
Entering Unmasked Estep 
Score: -29433998.000000 Penalty: 6308.977539
	Iteration 16Q: 3 clusters Score -2.9434e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 233774 members 
Entering Unmasked Estep 
Score: -29439840.000000 Penalty: 6308.977539
	Iteration 17Q: 3 clusters Score -2.943984e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 245020 members 
Entering Unmasked Estep 
Score: -29445256.000000 Penalty: 6308.977539
	Iteration 18Q: 3 clusters Score -2.944526e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 256077 members 
Entering Unmasked Estep 
Score: -29450154.000000 Penalty: 6308.977539
	Iteration 19Q: 3 clusters Score -2.945015e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 266985 members 
Entering Unmasked Estep 
Score: -29455104.000000 Penalty: 6308.977539
	Iteration 20F: 3 clusters Score -2.94551e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 277496 members 
Entering Unmasked Estep 
Score: -29459858.000000 Penalty: 6308.977539
	Iteration 21Q: 3 clusters Score -2.945986e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 287495 members 
Entering Unmasked Estep 
Score: -29464670.000000 Penalty: 6308.977539
	Iteration 22Q: 3 clusters Score -2.946467e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 296520 members 
Entering Unmasked Estep 
Score: -29468654.000000 Penalty: 6308.977539
	Iteration 23Q: 3 clusters Score -2.946865e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 304395 members 
Entering Unmasked Estep 
Score: -29472420.000000 Penalty: 6308.977539
	Iteration 24Q: 3 clusters Score -2.947242e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 310938 members 
Entering Unmasked Estep 
Score: -29475454.000000 Penalty: 6308.977539
	Iteration 25Q: 3 clusters Score -2.947545e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 316179 members 
Entering Unmasked Estep 
Score: -29477614.000000 Penalty: 6308.977539
	Iteration 26Q: 3 clusters Score -2.947761e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 320290 members 
Entering Unmasked Estep 
Score: -29479432.000000 Penalty: 6308.977539
	Iteration 27Q: 3 clusters Score -2.947943e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 323400 members 
Entering Unmasked Estep 
Score: -29480768.000000 Penalty: 6308.977539
	Iteration 28Q: 3 clusters Score -2.948077e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 325718 members 
Entering Unmasked Estep 
Score: -29481570.000000 Penalty: 6308.977539
	Iteration 29Q: 3 clusters Score -2.948157e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 327419 members 
Entering Unmasked Estep 
Score: -29482220.000000 Penalty: 6308.977539
	Iteration 30Q: 3 clusters Score -2.948222e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 328614 members 
Entering Unmasked Estep 
Score: -29482746.000000 Penalty: 6308.977539
	Iteration 31Q: 3 clusters Score -2.948275e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 329491 members 
Entering Unmasked Estep 
Score: -29483086.000000 Penalty: 6308.977539
	Iteration 32Q: 3 clusters Score -2.948309e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 330150 members 
Entering Unmasked Estep 
Score: -29483396.000000 Penalty: 6308.977539
	Iteration 33Q: 3 clusters Score -2.94834e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 330681 members 
Entering Unmasked Estep 
Score: -29483586.000000 Penalty: 6308.977539
	Iteration 34Q: 3 clusters Score -2.948359e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 331048 members 
Entering Unmasked Estep 
Score: -29483704.000000 Penalty: 6308.977539
	Iteration 35Q: 3 clusters Score -2.94837e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 331318 members 
Entering Unmasked Estep 
Score: -29483708.000000 Penalty: 6308.977539
	Iteration 36Q: 3 clusters Score -2.948371e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 331516 members 
Entering Unmasked Estep 
Score: -29483794.000000 Penalty: 6308.977539
	Iteration 37Q: 3 clusters Score -2.948379e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 331680 members 
Entering Unmasked Estep 
Score: -29483902.000000 Penalty: 6308.977539
	Iteration 38Q: 3 clusters Score -2.94839e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 331823 members 
Entering Unmasked Estep 
Score: -29483962.000000 Penalty: 6308.977539
	Iteration 39Q: 3 clusters Score -2.948396e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 331955 members 
Entering Unmasked Estep 
Score: -29483998.000000 Penalty: 6308.977539
	Iteration 40F: 3 clusters Score -2.9484e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 332048 members 
Entering Unmasked Estep 
Score: -29484024.000000 Penalty: 6308.977539
	Iteration 41Q: 3 clusters Score -2.948402e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 332122 members 
Entering Unmasked Estep 
Score: -29484068.000000 Penalty: 6308.977539
	Iteration 42Q: 3 clusters Score -2.948407e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 332163 members 
Entering Unmasked Estep 
Score: -29484098.000000 Penalty: 6308.977539
	Iteration 43Q: 3 clusters Score -2.94841e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 332208 members 
Entering Unmasked Estep 
Score: -29484112.000000 Penalty: 6308.977539
	Iteration 44Q: 3 clusters Score -2.948411e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 332254 members 
Entering Unmasked Estep 
Score: -29484130.000000 Penalty: 6308.977539
	Iteration 45Q: 3 clusters Score -2.948413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 332301 members 
Entering Unmasked Estep 
Score: -29484150.000000 Penalty: 6308.977539
	Iteration 46Q: 3 clusters Score -2.948415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 332338 members 
Entering Unmasked Estep 
Score: -29484158.000000 Penalty: 6308.977539
	Iteration 47Q: 3 clusters Score -2.948416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 332379 members 
Entering Unmasked Estep 
Score: -29484170.000000 Penalty: 6308.977539
	Iteration 48Q: 3 clusters Score -2.948417e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 332422 members 
Entering Unmasked Estep 
Score: -29484188.000000 Penalty: 6308.977539
	Iteration 49Q: 3 clusters Score -2.948419e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 332449 members 
Entering Unmasked Estep 
Score: -29484228.000000 Penalty: 6308.977539
	Iteration 50Q: 3 clusters Score -2.948423e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 332486 members 
Entering Unmasked Estep 
Score: -29484206.000000 Penalty: 6308.977539
	Iteration 51Q: 3 clusters Score -2.948421e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 332513 members 
Entering Unmasked Estep 
Score: -29484218.000000 Penalty: 6308.977539
	Iteration 52Q: 3 clusters Score -2.948422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 332531 members 
Entering Unmasked Estep 
Score: -29484206.000000 Penalty: 6308.977539
	Iteration 53Q: 3 clusters Score -2.948421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 332549 members 
Entering Unmasked Estep 
Score: -29484214.000000 Penalty: 6308.977539
	Iteration 54Q: 3 clusters Score -2.948421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 332565 members 
Entering Unmasked Estep 
Score: -29484214.000000 Penalty: 6308.977539
	Iteration 55Q: 3 clusters Score -2.948421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 332578 members 
Entering Unmasked Estep 
Score: -29484220.000000 Penalty: 6308.977539
	Iteration 56Q: 3 clusters Score -2.948422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 332593 members 
Entering Unmasked Estep 
Score: -29484240.000000 Penalty: 6308.977539
	Iteration 57Q: 3 clusters Score -2.948424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 332604 members 
Entering Unmasked Estep 
Score: -29484262.000000 Penalty: 6308.977539
	Iteration 58Q: 3 clusters Score -2.948426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 332617 members 
Entering Unmasked Estep 
Score: -29484246.000000 Penalty: 6308.977539
	Iteration 59Q: 3 clusters Score -2.948425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 332629 members 
Entering Unmasked Estep 
Score: -29484258.000000 Penalty: 6308.977539
	Iteration 60F: 3 clusters Score -2.948426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 332639 members 
Entering Unmasked Estep 
Score: -29484264.000000 Penalty: 6308.977539
	Iteration 61Q: 3 clusters Score -2.948426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 332652 members 
Entering Unmasked Estep 
Score: -29484244.000000 Penalty: 6308.977539
	Iteration 62Q: 3 clusters Score -2.948424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 332664 members 
Entering Unmasked Estep 
Score: -29484262.000000 Penalty: 6308.977539
	Iteration 63Q: 3 clusters Score -2.948426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 332672 members 
Entering Unmasked Estep 
Score: -29484244.000000 Penalty: 6308.977539
	Iteration 64Q: 3 clusters Score -2.948424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 332677 members 
Entering Unmasked Estep 
Score: -29484256.000000 Penalty: 6308.977539
	Iteration 65Q: 3 clusters Score -2.948426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 332683 members 
Entering Unmasked Estep 
Score: -29484280.000000 Penalty: 6308.977539
	Iteration 66Q: 3 clusters Score -2.948428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 332694 members 
Entering Unmasked Estep 
Score: -29484290.000000 Penalty: 6308.977539
	Iteration 67Q: 3 clusters Score -2.948429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 332707 members 
Entering Unmasked Estep 
Score: -29484298.000000 Penalty: 6308.977539
	Iteration 68Q: 3 clusters Score -2.94843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 332717 members 
Entering Unmasked Estep 
Score: -29484318.000000 Penalty: 6308.977539
	Iteration 69Q: 3 clusters Score -2.948432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 332725 members 
Entering Unmasked Estep 
Score: -29484282.000000 Penalty: 6308.977539
	Iteration 70Q: 3 clusters Score -2.948428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 332726 members 
Entering Unmasked Estep 
Score: -29484286.000000 Penalty: 6308.977539
	Iteration 71Q: 3 clusters Score -2.948429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 332727 members 
Entering Unmasked Estep 
Score: -29484284.000000 Penalty: 6308.977539
	Iteration 72Q: 3 clusters Score -2.948428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 332733 members 
Entering Unmasked Estep 
Score: -29484276.000000 Penalty: 6308.977539
	Iteration 73Q: 3 clusters Score -2.948428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 332737 members 
Entering Unmasked Estep 
Score: -29484290.000000 Penalty: 6308.977539
	Iteration 74Q: 3 clusters Score -2.948429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 332742 members 
Entering Unmasked Estep 
Score: -29484292.000000 Penalty: 6308.977539
	Iteration 75Q: 3 clusters Score -2.948429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 332747 members 
Entering Unmasked Estep 
Score: -29484306.000000 Penalty: 6308.977539
	Iteration 76Q: 3 clusters Score -2.948431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 332751 members 
Entering Unmasked Estep 
Score: -29484294.000000 Penalty: 6308.977539
	Iteration 77Q: 3 clusters Score -2.948429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 332756 members 
Entering Unmasked Estep 
Score: -29484290.000000 Penalty: 6308.977539
	Iteration 78Q: 3 clusters Score -2.948429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 332756 members 
Entering Unmasked Estep 
Score: -29484312.000000 Penalty: 6308.977539
	Iteration 79Q: 3 clusters Score -2.948431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 332760 members 
Entering Unmasked Estep 
Score: -29484296.000000 Penalty: 6308.977539
	Iteration 80F: 3 clusters Score -2.94843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 332763 members 
Entering Unmasked Estep 
Score: -29484282.000000 Penalty: 6308.977539
	Iteration 81Q: 3 clusters Score -2.948428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 332764 members 
Entering Unmasked Estep 
Score: -29484274.000000 Penalty: 6308.977539
	Iteration 82Q: 3 clusters Score -2.948427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 332767 members 
Entering Unmasked Estep 
Score: -29484282.000000 Penalty: 6308.977539
	Iteration 83Q: 3 clusters Score -2.948428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 332770 members 
Entering Unmasked Estep 
Score: -29484302.000000 Penalty: 6308.977539
	Iteration 84Q: 3 clusters Score -2.94843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 332773 members 
Entering Unmasked Estep 
Score: -29484286.000000 Penalty: 6308.977539
	Iteration 85Q: 3 clusters Score -2.948429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 332776 members 
Entering Unmasked Estep 
Score: -29484274.000000 Penalty: 6308.977539
	Iteration 86Q: 3 clusters Score -2.948427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 332778 members 
Entering Unmasked Estep 
Score: -29484278.000000 Penalty: 6308.977539
	Iteration 87Q: 3 clusters Score -2.948428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 332778 members 
Entering Unmasked Estep 
Score: -29484284.000000 Penalty: 6308.977539
	Iteration 88Q: 3 clusters Score -2.948428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 332780 members 
Entering Unmasked Estep 
Score: -29484294.000000 Penalty: 6308.977539
	Iteration 89Q: 3 clusters Score -2.948429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 332780 members 
Entering Unmasked Estep 
Score: -29484296.000000 Penalty: 6308.977539
	Iteration 90Q: 3 clusters Score -2.94843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 332781 members 
Entering Unmasked Estep 
Score: -29484302.000000 Penalty: 6308.977539
	Iteration 91Q: 3 clusters Score -2.94843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 332783 members 
Entering Unmasked Estep 
Score: -29484300.000000 Penalty: 6308.977539
	Iteration 92Q: 3 clusters Score -2.94843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 332786 members 
Entering Unmasked Estep 
Score: -29484318.000000 Penalty: 6308.977539
	Iteration 93Q: 3 clusters Score -2.948432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 332791 members 
Entering Unmasked Estep 
Score: -29484320.000000 Penalty: 6308.977539
	Iteration 94Q: 3 clusters Score -2.948432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 332794 members 
Entering Unmasked Estep 
Score: -29484332.000000 Penalty: 6308.977539
	Iteration 95Q: 3 clusters Score -2.948433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 332796 members 
Entering Unmasked Estep 
Score: -29484318.000000 Penalty: 6308.977539
	Iteration 96Q: 3 clusters Score -2.948432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 332796 members 
Entering Unmasked Estep 
Score: -29484318.000000 Penalty: 6308.977539
	Iteration 97F: 3 clusters Score -2.948432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Entering Unmasked Estep 
Score: -1047527.437500 Penalty: 2333.499756
	Iteration 0F: 2 clusters Score -1047527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1038422.375000 Penalty: 4666.999512
	Iteration 0F: 3 clusters Score -1038422 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1041367.437500 Penalty: 4666.999512
	Iteration 1F: 3 clusters Score -1041367 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1041828.125000 Penalty: 4666.999512
	Iteration 2F: 3 clusters Score -1041828 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1042235.812500 Penalty: 4666.999512
	Iteration 3F: 3 clusters Score -1042236 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1042660.750000 Penalty: 4666.999512
	Iteration 4F: 3 clusters Score -1042661 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1043048.687500 Penalty: 4666.999512
	Iteration 5Q: 3 clusters Score -1043049 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1043430.437500 Penalty: 4666.999512
	Iteration 6Q: 3 clusters Score -1043430 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1043838.000000 Penalty: 4666.999512
	Iteration 7Q: 3 clusters Score -1043838 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1044247.000000 Penalty: 4666.999512
	Iteration 8Q: 3 clusters Score -1044247 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1044618.500000 Penalty: 4666.999512
	Iteration 9Q: 3 clusters Score -1044618 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1044959.937500 Penalty: 4666.999512
	Iteration 10Q: 3 clusters Score -1044960 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1045228.812500 Penalty: 4666.999512
	Iteration 11Q: 3 clusters Score -1045229 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1045407.437500 Penalty: 4666.999512
	Iteration 12Q: 3 clusters Score -1045407 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1045525.812500 Penalty: 4666.999512
	Iteration 13Q: 3 clusters Score -1045526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1045626.625000 Penalty: 4666.999512
	Iteration 14Q: 3 clusters Score -1045627 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1045685.375000 Penalty: 4666.999512
	Iteration 15Q: 3 clusters Score -1045685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1045716.937500 Penalty: 4666.999512
	Iteration 16Q: 3 clusters Score -1045717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1045734.937500 Penalty: 4666.999512
	Iteration 17Q: 3 clusters Score -1045735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1045751.375000 Penalty: 4666.999512
	Iteration 18Q: 3 clusters Score -1045751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1045763.812500 Penalty: 4666.999512
	Iteration 19Q: 3 clusters Score -1045764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1045771.375000 Penalty: 4666.999512
	Iteration 20F: 3 clusters Score -1045771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1045773.000000 Penalty: 4666.999512
	Iteration 21Q: 3 clusters Score -1045773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1045777.500000 Penalty: 4666.999512
	Iteration 22Q: 3 clusters Score -1045778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1045786.125000 Penalty: 4666.999512
	Iteration 23Q: 3 clusters Score -1045786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1045792.187500 Penalty: 4666.999512
	Iteration 24Q: 3 clusters Score -1045792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1045794.312500 Penalty: 4666.999512
	Iteration 25Q: 3 clusters Score -1045794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1045796.812500 Penalty: 4666.999512
	Iteration 26Q: 3 clusters Score -1045797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1045800.500000 Penalty: 4666.999512
	Iteration 27Q: 3 clusters Score -1045800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1045803.625000 Penalty: 4666.999512
	Iteration 28Q: 3 clusters Score -1045804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1045805.937500 Penalty: 4666.999512
	Iteration 29Q: 3 clusters Score -1045806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1045804.750000 Penalty: 4666.999512
	Iteration 30Q: 3 clusters Score -1045805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1045806.812500 Penalty: 4666.999512
	Iteration 31Q: 3 clusters Score -1045807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1045806.812500 Penalty: 4666.999512
	Iteration 32F: 3 clusters Score -1045807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Entering Unmasked Estep 
Score: -1100345.625000 Penalty: 2339.781738
	Iteration 0F: 2 clusters Score -1100346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1091025.875000 Penalty: 4679.563477
	Iteration 0F: 3 clusters Score -1091026 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1093809.000000 Penalty: 4679.563477
	Iteration 1F: 3 clusters Score -1093809 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1094165.250000 Penalty: 4679.563477
	Iteration 2F: 3 clusters Score -1094165 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1094447.000000 Penalty: 4679.563477
	Iteration 3F: 3 clusters Score -1094447 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1094692.125000 Penalty: 4679.563477
	Iteration 4Q: 3 clusters Score -1094692 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1094923.375000 Penalty: 4679.563477
	Iteration 5Q: 3 clusters Score -1094923 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1095141.375000 Penalty: 4679.563477
	Iteration 6Q: 3 clusters Score -1095141 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1095370.000000 Penalty: 4679.563477
	Iteration 7Q: 3 clusters Score -1095370 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1095603.625000 Penalty: 4679.563477
	Iteration 8Q: 3 clusters Score -1095604 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1095855.250000 Penalty: 4679.563477
	Iteration 9Q: 3 clusters Score -1095855 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1096141.625000 Penalty: 4679.563477
	Iteration 10Q: 3 clusters Score -1096142 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1096498.750000 Penalty: 4679.563477
	Iteration 11Q: 3 clusters Score -1096499 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1096890.875000 Penalty: 4679.563477
	Iteration 12Q: 3 clusters Score -1096891 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1097396.625000 Penalty: 4679.563477
	Iteration 13Q: 3 clusters Score -1097397 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1097961.500000 Penalty: 4679.563477
	Iteration 14Q: 3 clusters Score -1097962 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1098410.500000 Penalty: 4679.563477
	Iteration 15Q: 3 clusters Score -1098410 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1098626.375000 Penalty: 4679.563477
	Iteration 16Q: 3 clusters Score -1098626 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1098703.875000 Penalty: 4679.563477
	Iteration 17Q: 3 clusters Score -1098704 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1098744.500000 Penalty: 4679.563477
	Iteration 18Q: 3 clusters Score -1098744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1098753.250000 Penalty: 4679.563477
	Iteration 19Q: 3 clusters Score -1098753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1098762.250000 Penalty: 4679.563477
	Iteration 20F: 3 clusters Score -1098762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1098768.250000 Penalty: 4679.563477
	Iteration 21Q: 3 clusters Score -1098768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1098768.500000 Penalty: 4679.563477
	Iteration 22Q: 3 clusters Score -1098768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1098775.500000 Penalty: 4679.563477
	Iteration 23Q: 3 clusters Score -1098776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1098775.125000 Penalty: 4679.563477
	Iteration 24Q: 3 clusters Score -1098775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1098776.125000 Penalty: 4679.563477
	Iteration 25Q: 3 clusters Score -1098776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1098775.000000 Penalty: 4679.563477
	Iteration 26Q: 3 clusters Score -1098775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1098773.625000 Penalty: 4679.563477
	Iteration 27Q: 3 clusters Score -1098774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1098774.625000 Penalty: 4679.563477
	Iteration 28Q: 3 clusters Score -1098775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1098774.625000 Penalty: 4679.563477
	Iteration 29F: 3 clusters Score -1098775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -192663.250000 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -192663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -189945.765625 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -189945.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -190385.640625 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -190385.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -190518.406250 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -190518.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -190594.375000 Penalty: 3802.678467
	Iteration 3Q: 3 clusters Score -190594.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -190649.296875 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -190649.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -190681.609375 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -190681.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -190708.875000 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -190708.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -190735.703125 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -190735.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -190749.875000 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -190749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -190758.406250 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -190758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -190764.468750 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -190764.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190770.515625 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -190770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190776.703125 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -190776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -190778.515625 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -190778.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -190780.156250 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -190780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -190780.375000 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -190780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -190781.109375 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -190781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -190782.906250 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -190782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -190784.250000 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -190784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -190784.250000 Penalty: 3802.678467
	Iteration 19F: 3 clusters Score -190784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Entering Unmasked Estep 
Score: -3139294.000000 Penalty: 2599.663330
	Iteration 0F: 2 clusters Score -3139294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3115125.750000 Penalty: 5199.326660
	Iteration 0F: 3 clusters Score -3115126 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3124082.000000 Penalty: 5199.326660
	Iteration 1F: 3 clusters Score -3124082 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3124683.250000 Penalty: 5199.326660
	Iteration 2Q: 3 clusters Score -3124683 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3125243.750000 Penalty: 5199.326660
	Iteration 3Q: 3 clusters Score -3125244 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3125892.750000 Penalty: 5199.326660
	Iteration 4Q: 3 clusters Score -3125893 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3126698.750000 Penalty: 5199.326660
	Iteration 5Q: 3 clusters Score -3126699 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3127626.000000 Penalty: 5199.326660
	Iteration 6F: 3 clusters Score -3127626 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3128843.500000 Penalty: 5199.326660
	Iteration 7F: 3 clusters Score -3128844 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3130358.750000 Penalty: 5199.326660
	Iteration 8F: 3 clusters Score -3130359 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3132252.750000 Penalty: 5199.326660
	Iteration 9F: 3 clusters Score -3132253 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3134475.250000 Penalty: 5199.326660
	Iteration 10F: 3 clusters Score -3134475 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3136184.750000 Penalty: 5199.326660
	Iteration 11Q: 3 clusters Score -3136185 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3137262.500000 Penalty: 5199.326660
	Iteration 12Q: 3 clusters Score -3137262 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3137853.750000 Penalty: 5199.326660
	Iteration 13Q: 3 clusters Score -3137854 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3138129.500000 Penalty: 5199.326660
	Iteration 14Q: 3 clusters Score -3138130 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3138302.750000 Penalty: 5199.326660
	Iteration 15Q: 3 clusters Score -3138303 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3138395.250000 Penalty: 5199.326660
	Iteration 16Q: 3 clusters Score -3138395 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3138439.750000 Penalty: 5199.326660
	Iteration 17Q: 3 clusters Score -3138440 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3138453.750000 Penalty: 5199.326660
	Iteration 18Q: 3 clusters Score -3138454 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3138481.750000 Penalty: 5199.326660
	Iteration 19Q: 3 clusters Score -3138482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3138495.500000 Penalty: 5199.326660
	Iteration 20F: 3 clusters Score -3138496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3138502.000000 Penalty: 5199.326660
	Iteration 21Q: 3 clusters Score -3138502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -3138506.000000 Penalty: 5199.326660
	Iteration 22Q: 3 clusters Score -3138506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3138504.250000 Penalty: 5199.326660
	Iteration 23Q: 3 clusters Score -3138504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3138497.250000 Penalty: 5199.326660
	Iteration 24Q: 3 clusters Score -3138497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3138503.000000 Penalty: 5199.326660
	Iteration 25Q: 3 clusters Score -3138503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3138508.750000 Penalty: 5199.326660
	Iteration 26Q: 3 clusters Score -3138509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3138517.750000 Penalty: 5199.326660
	Iteration 27Q: 3 clusters Score -3138518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3138518.750000 Penalty: 5199.326660
	Iteration 28Q: 3 clusters Score -3138519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3138517.750000 Penalty: 5199.326660
	Iteration 29Q: 3 clusters Score -3138518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3138520.000000 Penalty: 5199.326660
	Iteration 30Q: 3 clusters Score -3138520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -3138519.000000 Penalty: 5199.326660
	Iteration 31Q: 3 clusters Score -3138519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3138519.000000 Penalty: 5199.326660
	Iteration 32Q: 3 clusters Score -3138519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -3138515.250000 Penalty: 5199.326660
	Iteration 33Q: 3 clusters Score -3138515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3138510.000000 Penalty: 5199.326660
	Iteration 34Q: 3 clusters Score -3138510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3138513.000000 Penalty: 5199.326660
	Iteration 35Q: 3 clusters Score -3138513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3138511.750000 Penalty: 5199.326660
	Iteration 36Q: 3 clusters Score -3138512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3138511.750000 Penalty: 5199.326660
	Iteration 37F: 3 clusters Score -3138512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Entering Unmasked Estep 
Score: -618921.500000 Penalty: 2209.222168
	Iteration 0F: 2 clusters Score -618921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -612848.875000 Penalty: 4418.444336
	Iteration 0F: 3 clusters Score -612848.9 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -614468.625000 Penalty: 4418.444336
	Iteration 1F: 3 clusters Score -614468.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -614756.875000 Penalty: 4418.444336
	Iteration 2F: 3 clusters Score -614756.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -614953.250000 Penalty: 4418.444336
	Iteration 3F: 3 clusters Score -614953.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -615104.437500 Penalty: 4418.444336
	Iteration 4Q: 3 clusters Score -615104.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -615242.937500 Penalty: 4418.444336
	Iteration 5Q: 3 clusters Score -615242.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -615391.187500 Penalty: 4418.444336
	Iteration 6Q: 3 clusters Score -615391.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -615530.687500 Penalty: 4418.444336
	Iteration 7Q: 3 clusters Score -615530.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -615645.937500 Penalty: 4418.444336
	Iteration 8Q: 3 clusters Score -615645.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -615758.437500 Penalty: 4418.444336
	Iteration 9Q: 3 clusters Score -615758.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -615892.625000 Penalty: 4418.444336
	Iteration 10Q: 3 clusters Score -615892.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -616012.687500 Penalty: 4418.444336
	Iteration 11Q: 3 clusters Score -616012.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -616136.250000 Penalty: 4418.444336
	Iteration 12Q: 3 clusters Score -616136.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -616258.375000 Penalty: 4418.444336
	Iteration 13Q: 3 clusters Score -616258.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -616353.500000 Penalty: 4418.444336
	Iteration 14Q: 3 clusters Score -616353.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -616446.500000 Penalty: 4418.444336
	Iteration 15Q: 3 clusters Score -616446.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -616523.687500 Penalty: 4418.444336
	Iteration 16Q: 3 clusters Score -616523.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -616581.625000 Penalty: 4418.444336
	Iteration 17Q: 3 clusters Score -616581.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -616635.812500 Penalty: 4418.444336
	Iteration 18Q: 3 clusters Score -616635.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -616679.375000 Penalty: 4418.444336
	Iteration 19Q: 3 clusters Score -616679.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -616724.375000 Penalty: 4418.444336
	Iteration 20F: 3 clusters Score -616724.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -616766.312500 Penalty: 4418.444336
	Iteration 21Q: 3 clusters Score -616766.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -616799.375000 Penalty: 4418.444336
	Iteration 22Q: 3 clusters Score -616799.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -616841.562500 Penalty: 4418.444336
	Iteration 23Q: 3 clusters Score -616841.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -616877.750000 Penalty: 4418.444336
	Iteration 24Q: 3 clusters Score -616877.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -616909.187500 Penalty: 4418.444336
	Iteration 25Q: 3 clusters Score -616909.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -616939.687500 Penalty: 4418.444336
	Iteration 26Q: 3 clusters Score -616939.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -616968.250000 Penalty: 4418.444336
	Iteration 27Q: 3 clusters Score -616968.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -616992.687500 Penalty: 4418.444336
	Iteration 28Q: 3 clusters Score -616992.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -617022.812500 Penalty: 4418.444336
	Iteration 29Q: 3 clusters Score -617022.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -617050.562500 Penalty: 4418.444336
	Iteration 30Q: 3 clusters Score -617050.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -617070.437500 Penalty: 4418.444336
	Iteration 31Q: 3 clusters Score -617070.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -617090.375000 Penalty: 4418.444336
	Iteration 32Q: 3 clusters Score -617090.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -617106.125000 Penalty: 4418.444336
	Iteration 33Q: 3 clusters Score -617106.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -617117.125000 Penalty: 4418.444336
	Iteration 34Q: 3 clusters Score -617117.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -617129.875000 Penalty: 4418.444336
	Iteration 35Q: 3 clusters Score -617129.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -617138.687500 Penalty: 4418.444336
	Iteration 36Q: 3 clusters Score -617138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -617142.187500 Penalty: 4418.444336
	Iteration 37Q: 3 clusters Score -617142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -617148.250000 Penalty: 4418.444336
	Iteration 38Q: 3 clusters Score -617148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -617153.750000 Penalty: 4418.444336
	Iteration 39Q: 3 clusters Score -617153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -617159.750000 Penalty: 4418.444336
	Iteration 40F: 3 clusters Score -617159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -617164.312500 Penalty: 4418.444336
	Iteration 41Q: 3 clusters Score -617164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -617169.500000 Penalty: 4418.444336
	Iteration 42Q: 3 clusters Score -617169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -617171.500000 Penalty: 4418.444336
	Iteration 43Q: 3 clusters Score -617171.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -617172.312500 Penalty: 4418.444336
	Iteration 44Q: 3 clusters Score -617172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -617174.437500 Penalty: 4418.444336
	Iteration 45Q: 3 clusters Score -617174.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -617176.812500 Penalty: 4418.444336
	Iteration 46Q: 3 clusters Score -617176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -617178.562500 Penalty: 4418.444336
	Iteration 47Q: 3 clusters Score -617178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -617177.312500 Penalty: 4418.444336
	Iteration 48Q: 3 clusters Score -617177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -617178.562500 Penalty: 4418.444336
	Iteration 49Q: 3 clusters Score -617178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -617178.562500 Penalty: 4418.444336
	Iteration 50Q: 3 clusters Score -617178.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -617178.562500 Penalty: 4418.444336
	Iteration 51F: 3 clusters Score -617178.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -188803.750000 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -188803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -186072.765625 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -186072.8 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -186602.687500 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -186602.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -186725.609375 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -186725.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186797.812500 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -186797.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186859.015625 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -186859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186910.718750 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -186910.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186952.125000 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -186952.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186983.796875 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -186983.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -187015.578125 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -187015.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -187038.906250 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -187038.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -187058.359375 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -187058.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187075.203125 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -187075.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187100.265625 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -187100.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -187115.546875 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -187115.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -187131.781250 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -187131.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -187145.171875 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -187145.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187157.375000 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -187157.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187172.359375 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -187172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -187181.500000 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -187181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -187193.171875 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -187193.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -187206.843750 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -187206.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -187227.828125 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -187227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -187249.015625 Penalty: 3824.261719
	Iteration 22Q: 3 clusters Score -187249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -187266.718750 Penalty: 3824.261719
	Iteration 23Q: 3 clusters Score -187266.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -187282.890625 Penalty: 3824.261719
	Iteration 24Q: 3 clusters Score -187282.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -187297.093750 Penalty: 3824.261719
	Iteration 25Q: 3 clusters Score -187297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187302.312500 Penalty: 3824.261719
	Iteration 26Q: 3 clusters Score -187302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -187308.359375 Penalty: 3824.261719
	Iteration 27Q: 3 clusters Score -187308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -187310.640625 Penalty: 3824.261719
	Iteration 28Q: 3 clusters Score -187310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187313.406250 Penalty: 3824.261719
	Iteration 29Q: 3 clusters Score -187313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187314.328125 Penalty: 3824.261719
	Iteration 30Q: 3 clusters Score -187314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187315.500000 Penalty: 3824.261719
	Iteration 31Q: 3 clusters Score -187315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187316.656250 Penalty: 3824.261719
	Iteration 32Q: 3 clusters Score -187316.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187318.312500 Penalty: 3824.261719
	Iteration 33Q: 3 clusters Score -187318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187319.703125 Penalty: 3824.261719
	Iteration 34Q: 3 clusters Score -187319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187321.218750 Penalty: 3824.261719
	Iteration 35Q: 3 clusters Score -187321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187321.250000 Penalty: 3824.261719
	Iteration 36Q: 3 clusters Score -187321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187322.859375 Penalty: 3824.261719
	Iteration 37Q: 3 clusters Score -187322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187323.328125 Penalty: 3824.261719
	Iteration 38Q: 3 clusters Score -187323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187323.328125 Penalty: 3824.261719
	Iteration 39F: 3 clusters Score -187323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Entering Unmasked Estep 
Score: -1523275.750000 Penalty: 2414.018066
	Iteration 0F: 2 clusters Score -1523276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1511199.125000 Penalty: 4828.036133
	Iteration 0F: 3 clusters Score -1511199 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1515203.875000 Penalty: 4828.036133
	Iteration 1F: 3 clusters Score -1515204 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1515713.500000 Penalty: 4828.036133
	Iteration 2F: 3 clusters Score -1515714 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1516410.500000 Penalty: 4828.036133
	Iteration 3F: 3 clusters Score -1516410 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1517391.875000 Penalty: 4828.036133
	Iteration 4F: 3 clusters Score -1517392 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1518536.875000 Penalty: 4828.036133
	Iteration 5F: 3 clusters Score -1518537 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1519937.500000 Penalty: 4828.036133
	Iteration 6F: 3 clusters Score -1519938 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1521375.000000 Penalty: 4828.036133
	Iteration 7F: 3 clusters Score -1521375 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1522425.375000 Penalty: 4828.036133
	Iteration 8F: 3 clusters Score -1522425 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1523043.750000 Penalty: 4828.036133
	Iteration 9F: 3 clusters Score -1523044 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1523326.125000 Penalty: 4828.036133
	Iteration 10Q: 3 clusters Score -1523326 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1523457.500000 Penalty: 4828.036133
	Iteration 11Q: 3 clusters Score -1523458 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1523529.125000 Penalty: 4828.036133
	Iteration 12Q: 3 clusters Score -1523529 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1523578.750000 Penalty: 4828.036133
	Iteration 13Q: 3 clusters Score -1523579 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1523612.000000 Penalty: 4828.036133
	Iteration 14Q: 3 clusters Score -1523612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1523626.750000 Penalty: 4828.036133
	Iteration 15Q: 3 clusters Score -1523627 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1523652.375000 Penalty: 4828.036133
	Iteration 16Q: 3 clusters Score -1523652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1523666.500000 Penalty: 4828.036133
	Iteration 17Q: 3 clusters Score -1523666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1523681.750000 Penalty: 4828.036133
	Iteration 18Q: 3 clusters Score -1523682 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1523707.750000 Penalty: 4828.036133
	Iteration 19Q: 3 clusters Score -1523708 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1523729.375000 Penalty: 4828.036133
	Iteration 20F: 3 clusters Score -1523729 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1523744.125000 Penalty: 4828.036133
	Iteration 21Q: 3 clusters Score -1523744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1523763.250000 Penalty: 4828.036133
	Iteration 22Q: 3 clusters Score -1523763 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1523770.625000 Penalty: 4828.036133
	Iteration 23Q: 3 clusters Score -1523771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1523780.000000 Penalty: 4828.036133
	Iteration 24Q: 3 clusters Score -1523780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1523795.125000 Penalty: 4828.036133
	Iteration 25Q: 3 clusters Score -1523795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1523808.500000 Penalty: 4828.036133
	Iteration 26Q: 3 clusters Score -1523808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1523819.000000 Penalty: 4828.036133
	Iteration 27Q: 3 clusters Score -1523819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1523825.125000 Penalty: 4828.036133
	Iteration 28Q: 3 clusters Score -1523825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1523831.375000 Penalty: 4828.036133
	Iteration 29Q: 3 clusters Score -1523831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1523842.500000 Penalty: 4828.036133
	Iteration 30Q: 3 clusters Score -1523842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1523846.625000 Penalty: 4828.036133
	Iteration 31Q: 3 clusters Score -1523847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1523852.625000 Penalty: 4828.036133
	Iteration 32Q: 3 clusters Score -1523853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1523857.125000 Penalty: 4828.036133
	Iteration 33Q: 3 clusters Score -1523857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1523858.750000 Penalty: 4828.036133
	Iteration 34Q: 3 clusters Score -1523859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1523859.125000 Penalty: 4828.036133
	Iteration 35Q: 3 clusters Score -1523859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1523865.750000 Penalty: 4828.036133
	Iteration 36Q: 3 clusters Score -1523866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1523867.000000 Penalty: 4828.036133
	Iteration 37Q: 3 clusters Score -1523867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1523872.500000 Penalty: 4828.036133
	Iteration 38Q: 3 clusters Score -1523872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1523869.750000 Penalty: 4828.036133
	Iteration 39Q: 3 clusters Score -1523870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1523869.750000 Penalty: 4828.036133
	Iteration 40F: 3 clusters Score -1523870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1523876.000000 Penalty: 4828.036133
	Iteration 41Q: 3 clusters Score -1523876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1523874.750000 Penalty: 4828.036133
	Iteration 42Q: 3 clusters Score -1523875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1523876.375000 Penalty: 4828.036133
	Iteration 43Q: 3 clusters Score -1523876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1523875.875000 Penalty: 4828.036133
	Iteration 44Q: 3 clusters Score -1523876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1523877.500000 Penalty: 4828.036133
	Iteration 45Q: 3 clusters Score -1523878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1523878.750000 Penalty: 4828.036133
	Iteration 46Q: 3 clusters Score -1523879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1523877.250000 Penalty: 4828.036133
	Iteration 47Q: 3 clusters Score -1523877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1523879.750000 Penalty: 4828.036133
	Iteration 48Q: 3 clusters Score -1523880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1523879.750000 Penalty: 4828.036133
	Iteration 49F: 3 clusters Score -1523880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 12514 members 
Entering Unmasked Estep 
Score: -113000008.000000 Penalty: 129393.078125
Splitting cluster 22 changes total score from -113000432.000000 to -113000008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Entering Unmasked Estep 
Score: -1187798.625000 Penalty: 2381.625244
	Iteration 0F: 2 clusters Score -1187799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1177012.875000 Penalty: 4763.250488
	Iteration 0F: 3 clusters Score -1177013 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1180815.000000 Penalty: 4763.250488
	Iteration 1F: 3 clusters Score -1180815 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1181550.500000 Penalty: 4763.250488
	Iteration 2F: 3 clusters Score -1181550 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1182126.875000 Penalty: 4763.250488
	Iteration 3F: 3 clusters Score -1182127 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1182636.500000 Penalty: 4763.250488
	Iteration 4F: 3 clusters Score -1182636 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1183152.625000 Penalty: 4763.250488
	Iteration 5F: 3 clusters Score -1183153 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1183702.625000 Penalty: 4763.250488
	Iteration 6F: 3 clusters Score -1183703 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1184176.000000 Penalty: 4763.250488
	Iteration 7F: 3 clusters Score -1184176 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1184512.375000 Penalty: 4763.250488
	Iteration 8Q: 3 clusters Score -1184512 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1184729.875000 Penalty: 4763.250488
	Iteration 9Q: 3 clusters Score -1184730 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1184873.625000 Penalty: 4763.250488
	Iteration 10Q: 3 clusters Score -1184874 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1184996.875000 Penalty: 4763.250488
	Iteration 11Q: 3 clusters Score -1184997 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1185129.000000 Penalty: 4763.250488
	Iteration 12Q: 3 clusters Score -1185129 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1185278.500000 Penalty: 4763.250488
	Iteration 13Q: 3 clusters Score -1185278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1185472.625000 Penalty: 4763.250488
	Iteration 14Q: 3 clusters Score -1185473 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1185652.250000 Penalty: 4763.250488
	Iteration 15Q: 3 clusters Score -1185652 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1185771.375000 Penalty: 4763.250488
	Iteration 16Q: 3 clusters Score -1185771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1185857.625000 Penalty: 4763.250488
	Iteration 17Q: 3 clusters Score -1185858 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1185934.875000 Penalty: 4763.250488
	Iteration 18Q: 3 clusters Score -1185935 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1186006.125000 Penalty: 4763.250488
	Iteration 19Q: 3 clusters Score -1186006 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1186053.750000 Penalty: 4763.250488
	Iteration 20F: 3 clusters Score -1186054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1186109.125000 Penalty: 4763.250488
	Iteration 21Q: 3 clusters Score -1186109 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1186170.000000 Penalty: 4763.250488
	Iteration 22Q: 3 clusters Score -1186170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1186218.625000 Penalty: 4763.250488
	Iteration 23Q: 3 clusters Score -1186219 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1186272.125000 Penalty: 4763.250488
	Iteration 24Q: 3 clusters Score -1186272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1186324.500000 Penalty: 4763.250488
	Iteration 25Q: 3 clusters Score -1186324 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1186383.125000 Penalty: 4763.250488
	Iteration 26Q: 3 clusters Score -1186383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1186429.375000 Penalty: 4763.250488
	Iteration 27Q: 3 clusters Score -1186429 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1186471.125000 Penalty: 4763.250488
	Iteration 28Q: 3 clusters Score -1186471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1186510.500000 Penalty: 4763.250488
	Iteration 29Q: 3 clusters Score -1186510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1186543.000000 Penalty: 4763.250488
	Iteration 30Q: 3 clusters Score -1186543 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1186569.625000 Penalty: 4763.250488
	Iteration 31Q: 3 clusters Score -1186570 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1186590.500000 Penalty: 4763.250488
	Iteration 32Q: 3 clusters Score -1186590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1186610.750000 Penalty: 4763.250488
	Iteration 33Q: 3 clusters Score -1186611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1186631.875000 Penalty: 4763.250488
	Iteration 34Q: 3 clusters Score -1186632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1186648.125000 Penalty: 4763.250488
	Iteration 35Q: 3 clusters Score -1186648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1186664.875000 Penalty: 4763.250488
	Iteration 36Q: 3 clusters Score -1186665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1186680.375000 Penalty: 4763.250488
	Iteration 37Q: 3 clusters Score -1186680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1186694.375000 Penalty: 4763.250488
	Iteration 38Q: 3 clusters Score -1186694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1186705.875000 Penalty: 4763.250488
	Iteration 39Q: 3 clusters Score -1186706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1186714.625000 Penalty: 4763.250488
	Iteration 40F: 3 clusters Score -1186715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1186725.500000 Penalty: 4763.250488
	Iteration 41Q: 3 clusters Score -1186726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1186738.875000 Penalty: 4763.250488
	Iteration 42Q: 3 clusters Score -1186739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1186749.750000 Penalty: 4763.250488
	Iteration 43Q: 3 clusters Score -1186750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1186759.250000 Penalty: 4763.250488
	Iteration 44Q: 3 clusters Score -1186759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1186771.000000 Penalty: 4763.250488
	Iteration 45Q: 3 clusters Score -1186771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1186778.250000 Penalty: 4763.250488
	Iteration 46Q: 3 clusters Score -1186778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1186785.625000 Penalty: 4763.250488
	Iteration 47Q: 3 clusters Score -1186786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1186791.250000 Penalty: 4763.250488
	Iteration 48Q: 3 clusters Score -1186791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1186792.875000 Penalty: 4763.250488
	Iteration 49Q: 3 clusters Score -1186793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1186798.000000 Penalty: 4763.250488
	Iteration 50Q: 3 clusters Score -1186798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1186802.750000 Penalty: 4763.250488
	Iteration 51Q: 3 clusters Score -1186803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1186809.375000 Penalty: 4763.250488
	Iteration 52Q: 3 clusters Score -1186809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1186813.375000 Penalty: 4763.250488
	Iteration 53Q: 3 clusters Score -1186813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1186816.250000 Penalty: 4763.250488
	Iteration 54Q: 3 clusters Score -1186816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1186824.000000 Penalty: 4763.250488
	Iteration 55Q: 3 clusters Score -1186824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1186825.250000 Penalty: 4763.250488
	Iteration 56Q: 3 clusters Score -1186825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1186832.750000 Penalty: 4763.250488
	Iteration 57Q: 3 clusters Score -1186833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1186835.125000 Penalty: 4763.250488
	Iteration 58Q: 3 clusters Score -1186835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1186840.125000 Penalty: 4763.250488
	Iteration 59Q: 3 clusters Score -1186840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1186845.750000 Penalty: 4763.250488
	Iteration 60F: 3 clusters Score -1186846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1186850.625000 Penalty: 4763.250488
	Iteration 61Q: 3 clusters Score -1186851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1186853.375000 Penalty: 4763.250488
	Iteration 62Q: 3 clusters Score -1186853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1186862.500000 Penalty: 4763.250488
	Iteration 63Q: 3 clusters Score -1186862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1186863.625000 Penalty: 4763.250488
	Iteration 64Q: 3 clusters Score -1186864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1186870.500000 Penalty: 4763.250488
	Iteration 65Q: 3 clusters Score -1186870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1186876.000000 Penalty: 4763.250488
	Iteration 66Q: 3 clusters Score -1186876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1186873.625000 Penalty: 4763.250488
	Iteration 67Q: 3 clusters Score -1186874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1186875.875000 Penalty: 4763.250488
	Iteration 68Q: 3 clusters Score -1186876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1186880.875000 Penalty: 4763.250488
	Iteration 69Q: 3 clusters Score -1186881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1186880.625000 Penalty: 4763.250488
	Iteration 70Q: 3 clusters Score -1186881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1186881.875000 Penalty: 4763.250488
	Iteration 71Q: 3 clusters Score -1186882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1186880.750000 Penalty: 4763.250488
	Iteration 72Q: 3 clusters Score -1186881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1186880.750000 Penalty: 4763.250488
	Iteration 73F: 3 clusters Score -1186881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -644468.312500 Penalty: 2244.122070
	Iteration 0F: 2 clusters Score -644468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -637678.625000 Penalty: 4488.244141
	Iteration 0F: 3 clusters Score -637678.6 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -639920.812500 Penalty: 4488.244141
	Iteration 1F: 3 clusters Score -639920.8 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -640766.375000 Penalty: 4488.244141
	Iteration 2F: 3 clusters Score -640766.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -641459.875000 Penalty: 4488.244141
	Iteration 3F: 3 clusters Score -641459.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -641921.687500 Penalty: 4488.244141
	Iteration 4F: 3 clusters Score -641921.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -642238.250000 Penalty: 4488.244141
	Iteration 5F: 3 clusters Score -642238.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -642481.625000 Penalty: 4488.244141
	Iteration 6Q: 3 clusters Score -642481.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -642679.562500 Penalty: 4488.244141
	Iteration 7Q: 3 clusters Score -642679.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -642836.500000 Penalty: 4488.244141
	Iteration 8Q: 3 clusters Score -642836.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -642936.437500 Penalty: 4488.244141
	Iteration 9Q: 3 clusters Score -642936.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -643014.375000 Penalty: 4488.244141
	Iteration 10Q: 3 clusters Score -643014.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -643088.875000 Penalty: 4488.244141
	Iteration 11Q: 3 clusters Score -643088.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -643151.687500 Penalty: 4488.244141
	Iteration 12Q: 3 clusters Score -643151.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -643196.750000 Penalty: 4488.244141
	Iteration 13Q: 3 clusters Score -643196.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -643230.750000 Penalty: 4488.244141
	Iteration 14Q: 3 clusters Score -643230.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -643264.750000 Penalty: 4488.244141
	Iteration 15Q: 3 clusters Score -643264.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -643298.062500 Penalty: 4488.244141
	Iteration 16Q: 3 clusters Score -643298.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -643342.875000 Penalty: 4488.244141
	Iteration 17Q: 3 clusters Score -643342.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -643397.000000 Penalty: 4488.244141
	Iteration 18Q: 3 clusters Score -643397 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -643462.750000 Penalty: 4488.244141
	Iteration 19Q: 3 clusters Score -643462.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -643513.437500 Penalty: 4488.244141
	Iteration 20F: 3 clusters Score -643513.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -643575.812500 Penalty: 4488.244141
	Iteration 21Q: 3 clusters Score -643575.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -643627.187500 Penalty: 4488.244141
	Iteration 22Q: 3 clusters Score -643627.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -643667.500000 Penalty: 4488.244141
	Iteration 23Q: 3 clusters Score -643667.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -643695.062500 Penalty: 4488.244141
	Iteration 24Q: 3 clusters Score -643695.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -643716.812500 Penalty: 4488.244141
	Iteration 25Q: 3 clusters Score -643716.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -643735.187500 Penalty: 4488.244141
	Iteration 26Q: 3 clusters Score -643735.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -643749.125000 Penalty: 4488.244141
	Iteration 27Q: 3 clusters Score -643749.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -643762.750000 Penalty: 4488.244141
	Iteration 28Q: 3 clusters Score -643762.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -643778.437500 Penalty: 4488.244141
	Iteration 29Q: 3 clusters Score -643778.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -643791.437500 Penalty: 4488.244141
	Iteration 30Q: 3 clusters Score -643791.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -643806.250000 Penalty: 4488.244141
	Iteration 31Q: 3 clusters Score -643806.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -643824.375000 Penalty: 4488.244141
	Iteration 32Q: 3 clusters Score -643824.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -643841.812500 Penalty: 4488.244141
	Iteration 33Q: 3 clusters Score -643841.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -643873.625000 Penalty: 4488.244141
	Iteration 34Q: 3 clusters Score -643873.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -643903.875000 Penalty: 4488.244141
	Iteration 35Q: 3 clusters Score -643903.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -643932.250000 Penalty: 4488.244141
	Iteration 36Q: 3 clusters Score -643932.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -643966.375000 Penalty: 4488.244141
	Iteration 37Q: 3 clusters Score -643966.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -644000.750000 Penalty: 4488.244141
	Iteration 38Q: 3 clusters Score -644000.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -644025.625000 Penalty: 4488.244141
	Iteration 39Q: 3 clusters Score -644025.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -644046.375000 Penalty: 4488.244141
	Iteration 40F: 3 clusters Score -644046.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -644074.750000 Penalty: 4488.244141
	Iteration 41Q: 3 clusters Score -644074.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -644100.500000 Penalty: 4488.244141
	Iteration 42Q: 3 clusters Score -644100.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -644122.750000 Penalty: 4488.244141
	Iteration 43Q: 3 clusters Score -644122.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -644140.187500 Penalty: 4488.244141
	Iteration 44Q: 3 clusters Score -644140.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -644158.687500 Penalty: 4488.244141
	Iteration 45Q: 3 clusters Score -644158.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -644176.312500 Penalty: 4488.244141
	Iteration 46Q: 3 clusters Score -644176.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -644196.812500 Penalty: 4488.244141
	Iteration 47Q: 3 clusters Score -644196.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -644220.437500 Penalty: 4488.244141
	Iteration 48Q: 3 clusters Score -644220.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -644239.187500 Penalty: 4488.244141
	Iteration 49Q: 3 clusters Score -644239.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -644260.625000 Penalty: 4488.244141
	Iteration 50Q: 3 clusters Score -644260.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -644277.937500 Penalty: 4488.244141
	Iteration 51Q: 3 clusters Score -644277.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -644290.625000 Penalty: 4488.244141
	Iteration 52Q: 3 clusters Score -644290.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -644306.437500 Penalty: 4488.244141
	Iteration 53Q: 3 clusters Score -644306.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -644321.875000 Penalty: 4488.244141
	Iteration 54Q: 3 clusters Score -644321.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -644332.812500 Penalty: 4488.244141
	Iteration 55Q: 3 clusters Score -644332.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -644342.812500 Penalty: 4488.244141
	Iteration 56Q: 3 clusters Score -644342.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -644358.062500 Penalty: 4488.244141
	Iteration 57Q: 3 clusters Score -644358.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -644377.625000 Penalty: 4488.244141
	Iteration 58Q: 3 clusters Score -644377.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -644392.875000 Penalty: 4488.244141
	Iteration 59Q: 3 clusters Score -644392.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -644404.000000 Penalty: 4488.244141
	Iteration 60F: 3 clusters Score -644404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -644420.812500 Penalty: 4488.244141
	Iteration 61Q: 3 clusters Score -644420.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -644436.562500 Penalty: 4488.244141
	Iteration 62Q: 3 clusters Score -644436.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -644448.437500 Penalty: 4488.244141
	Iteration 63Q: 3 clusters Score -644448.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -644458.750000 Penalty: 4488.244141
	Iteration 64Q: 3 clusters Score -644458.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -644470.250000 Penalty: 4488.244141
	Iteration 65Q: 3 clusters Score -644470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -644481.000000 Penalty: 4488.244141
	Iteration 66Q: 3 clusters Score -644481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -644493.375000 Penalty: 4488.244141
	Iteration 67Q: 3 clusters Score -644493.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -644506.750000 Penalty: 4488.244141
	Iteration 68Q: 3 clusters Score -644506.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -644514.312500 Penalty: 4488.244141
	Iteration 69Q: 3 clusters Score -644514.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -644523.437500 Penalty: 4488.244141
	Iteration 70Q: 3 clusters Score -644523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -644525.375000 Penalty: 4488.244141
	Iteration 71Q: 3 clusters Score -644525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -644532.250000 Penalty: 4488.244141
	Iteration 72Q: 3 clusters Score -644532.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -644533.125000 Penalty: 4488.244141
	Iteration 73Q: 3 clusters Score -644533.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -644541.875000 Penalty: 4488.244141
	Iteration 74Q: 3 clusters Score -644541.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -644548.000000 Penalty: 4488.244141
	Iteration 75Q: 3 clusters Score -644548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -644556.312500 Penalty: 4488.244141
	Iteration 76Q: 3 clusters Score -644556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -644559.250000 Penalty: 4488.244141
	Iteration 77Q: 3 clusters Score -644559.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -644565.437500 Penalty: 4488.244141
	Iteration 78Q: 3 clusters Score -644565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -644566.625000 Penalty: 4488.244141
	Iteration 79Q: 3 clusters Score -644566.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -644572.625000 Penalty: 4488.244141
	Iteration 80F: 3 clusters Score -644572.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -644574.375000 Penalty: 4488.244141
	Iteration 81Q: 3 clusters Score -644574.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -644578.687500 Penalty: 4488.244141
	Iteration 82Q: 3 clusters Score -644578.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -644584.375000 Penalty: 4488.244141
	Iteration 83Q: 3 clusters Score -644584.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -644590.937500 Penalty: 4488.244141
	Iteration 84Q: 3 clusters Score -644590.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -644598.625000 Penalty: 4488.244141
	Iteration 85Q: 3 clusters Score -644598.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -644603.500000 Penalty: 4488.244141
	Iteration 86Q: 3 clusters Score -644603.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -644606.437500 Penalty: 4488.244141
	Iteration 87Q: 3 clusters Score -644606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -644607.937500 Penalty: 4488.244141
	Iteration 88Q: 3 clusters Score -644607.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -644612.187500 Penalty: 4488.244141
	Iteration 89Q: 3 clusters Score -644612.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -644618.062500 Penalty: 4488.244141
	Iteration 90Q: 3 clusters Score -644618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -644620.500000 Penalty: 4488.244141
	Iteration 91Q: 3 clusters Score -644620.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -644621.500000 Penalty: 4488.244141
	Iteration 92Q: 3 clusters Score -644621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -644623.250000 Penalty: 4488.244141
	Iteration 93Q: 3 clusters Score -644623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -644623.437500 Penalty: 4488.244141
	Iteration 94Q: 3 clusters Score -644623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -644626.562500 Penalty: 4488.244141
	Iteration 95Q: 3 clusters Score -644626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -644631.125000 Penalty: 4488.244141
	Iteration 96Q: 3 clusters Score -644631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -644634.625000 Penalty: 4488.244141
	Iteration 97Q: 3 clusters Score -644634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -644636.437500 Penalty: 4488.244141
	Iteration 98Q: 3 clusters Score -644636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -644641.125000 Penalty: 4488.244141
	Iteration 99Q: 3 clusters Score -644641.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -644644.437500 Penalty: 4488.244141
	Iteration 100F: 3 clusters Score -644644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -644646.000000 Penalty: 4488.244141
	Iteration 101Q: 3 clusters Score -644646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -644647.312500 Penalty: 4488.244141
	Iteration 102Q: 3 clusters Score -644647.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -644652.500000 Penalty: 4488.244141
	Iteration 103Q: 3 clusters Score -644652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -644653.687500 Penalty: 4488.244141
	Iteration 104Q: 3 clusters Score -644653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -644654.750000 Penalty: 4488.244141
	Iteration 105Q: 3 clusters Score -644654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -644653.812500 Penalty: 4488.244141
	Iteration 106Q: 3 clusters Score -644653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -644654.750000 Penalty: 4488.244141
	Iteration 107Q: 3 clusters Score -644654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -644656.125000 Penalty: 4488.244141
	Iteration 108Q: 3 clusters Score -644656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -644656.562500 Penalty: 4488.244141
	Iteration 109Q: 3 clusters Score -644656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -644657.000000 Penalty: 4488.244141
	Iteration 110Q: 3 clusters Score -644657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -644657.687500 Penalty: 4488.244141
	Iteration 111Q: 3 clusters Score -644657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -644659.437500 Penalty: 4488.244141
	Iteration 112Q: 3 clusters Score -644659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -644662.062500 Penalty: 4488.244141
	Iteration 113Q: 3 clusters Score -644662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -644661.875000 Penalty: 4488.244141
	Iteration 114Q: 3 clusters Score -644661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -644664.000000 Penalty: 4488.244141
	Iteration 115Q: 3 clusters Score -644664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -644663.062500 Penalty: 4488.244141
	Iteration 116Q: 3 clusters Score -644663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -644665.062500 Penalty: 4488.244141
	Iteration 117Q: 3 clusters Score -644665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -644666.687500 Penalty: 4488.244141
	Iteration 118Q: 3 clusters Score -644666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -644666.500000 Penalty: 4488.244141
	Iteration 119Q: 3 clusters Score -644666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -644665.937500 Penalty: 4488.244141
	Iteration 120F: 3 clusters Score -644665.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 6762 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 1747 members 
Entering Unmasked Estep 
Score: -112999256.000000 Penalty: 129393.078125
Splitting cluster 24 changes total score from -113000432.000000 to -112999256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -146158.500000 Penalty: 1870.994385
	Iteration 0F: 2 clusters Score -146158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -143608.546875 Penalty: 3741.988770
	Iteration 0F: 3 clusters Score -143608.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -144081.437500 Penalty: 3741.988770
	Iteration 1F: 3 clusters Score -144081.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144306.562500 Penalty: 3741.988770
	Iteration 2F: 3 clusters Score -144306.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144506.500000 Penalty: 3741.988770
	Iteration 3F: 3 clusters Score -144506.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -144764.875000 Penalty: 3741.988770
	Iteration 4F: 3 clusters Score -144764.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145001.250000 Penalty: 3741.988770
	Iteration 5F: 3 clusters Score -145001.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145239.562500 Penalty: 3741.988770
	Iteration 6F: 3 clusters Score -145239.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -145550.484375 Penalty: 3741.988770
	Iteration 7F: 3 clusters Score -145550.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -145887.953125 Penalty: 3741.988770
	Iteration 8F: 3 clusters Score -145888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -146300.062500 Penalty: 3741.988770
	Iteration 9F: 3 clusters Score -146300.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -146575.437500 Penalty: 3741.988770
	Iteration 10Q: 3 clusters Score -146575.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146645.703125 Penalty: 3741.988770
	Iteration 11Q: 3 clusters Score -146645.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -146663.734375 Penalty: 3741.988770
	Iteration 12Q: 3 clusters Score -146663.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -146675.484375 Penalty: 3741.988770
	Iteration 13Q: 3 clusters Score -146675.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -146680.015625 Penalty: 3741.988770
	Iteration 14Q: 3 clusters Score -146680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -146681.343750 Penalty: 3741.988770
	Iteration 15Q: 3 clusters Score -146681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -146682.343750 Penalty: 3741.988770
	Iteration 16Q: 3 clusters Score -146682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -146684.421875 Penalty: 3741.988770
	Iteration 17Q: 3 clusters Score -146684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -146684.734375 Penalty: 3741.988770
	Iteration 18Q: 3 clusters Score -146684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -146684.734375 Penalty: 3741.988770
	Iteration 19F: 3 clusters Score -146684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 923 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 967 members 
Entering Unmasked Estep 
Score: -112999272.000000 Penalty: 129393.078125
Splitting cluster 25 changes total score from -113000432.000000 to -112999272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (61505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Entering Unmasked Estep 
Score: -5472145.000000 Penalty: 2734.664551
	Iteration 0F: 2 clusters Score -5472145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -5430798.500000 Penalty: 5469.329102
	Iteration 0F: 3 clusters Score -5430798 nChanged 28705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -5446648.000000 Penalty: 5469.329102
	Iteration 1F: 3 clusters Score -5446648 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -5447249.500000 Penalty: 5469.329102
	Iteration 2Q: 3 clusters Score -5447250 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -5447951.000000 Penalty: 5469.329102
	Iteration 3Q: 3 clusters Score -5447951 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5448818.000000 Penalty: 5469.329102
	Iteration 4Q: 3 clusters Score -5448818 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -5450234.000000 Penalty: 5469.329102
	Iteration 5Q: 3 clusters Score -5450234 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5452466.500000 Penalty: 5469.329102
	Iteration 6F: 3 clusters Score -5452466 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -5455567.500000 Penalty: 5469.329102
	Iteration 7F: 3 clusters Score -5455568 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5459441.500000 Penalty: 5469.329102
	Iteration 8F: 3 clusters Score -5459442 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -5462990.000000 Penalty: 5469.329102
	Iteration 9F: 3 clusters Score -5462990 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -5465663.500000 Penalty: 5469.329102
	Iteration 10Q: 3 clusters Score -5465664 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -5467321.500000 Penalty: 5469.329102
	Iteration 11Q: 3 clusters Score -5467322 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5468342.000000 Penalty: 5469.329102
	Iteration 12Q: 3 clusters Score -5468342 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5468929.500000 Penalty: 5469.329102
	Iteration 13Q: 3 clusters Score -5468930 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5469199.000000 Penalty: 5469.329102
	Iteration 14Q: 3 clusters Score -5469199 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5469343.000000 Penalty: 5469.329102
	Iteration 15Q: 3 clusters Score -5469343 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5469449.500000 Penalty: 5469.329102
	Iteration 16Q: 3 clusters Score -5469450 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5469519.500000 Penalty: 5469.329102
	Iteration 17Q: 3 clusters Score -5469520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5469561.000000 Penalty: 5469.329102
	Iteration 18Q: 3 clusters Score -5469561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5469593.500000 Penalty: 5469.329102
	Iteration 19Q: 3 clusters Score -5469594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5469613.500000 Penalty: 5469.329102
	Iteration 20F: 3 clusters Score -5469614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5469634.000000 Penalty: 5469.329102
	Iteration 21Q: 3 clusters Score -5469634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5469650.500000 Penalty: 5469.329102
	Iteration 22Q: 3 clusters Score -5469650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5469677.000000 Penalty: 5469.329102
	Iteration 23Q: 3 clusters Score -5469677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5469694.500000 Penalty: 5469.329102
	Iteration 24Q: 3 clusters Score -5469694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5469715.500000 Penalty: 5469.329102
	Iteration 25Q: 3 clusters Score -5469716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5469729.500000 Penalty: 5469.329102
	Iteration 26Q: 3 clusters Score -5469730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5469747.000000 Penalty: 5469.329102
	Iteration 27Q: 3 clusters Score -5469747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5469757.500000 Penalty: 5469.329102
	Iteration 28Q: 3 clusters Score -5469758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5469772.500000 Penalty: 5469.329102
	Iteration 29Q: 3 clusters Score -5469772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5469785.000000 Penalty: 5469.329102
	Iteration 30Q: 3 clusters Score -5469785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5469791.000000 Penalty: 5469.329102
	Iteration 31Q: 3 clusters Score -5469791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5469795.000000 Penalty: 5469.329102
	Iteration 32Q: 3 clusters Score -5469795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5469801.000000 Penalty: 5469.329102
	Iteration 33Q: 3 clusters Score -5469801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5469804.500000 Penalty: 5469.329102
	Iteration 34Q: 3 clusters Score -5469804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5469810.000000 Penalty: 5469.329102
	Iteration 35Q: 3 clusters Score -5469810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5469823.000000 Penalty: 5469.329102
	Iteration 36Q: 3 clusters Score -5469823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5469820.500000 Penalty: 5469.329102
	Iteration 37Q: 3 clusters Score -5469820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5469824.500000 Penalty: 5469.329102
	Iteration 38Q: 3 clusters Score -5469824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5469821.000000 Penalty: 5469.329102
	Iteration 39Q: 3 clusters Score -5469821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5469821.000000 Penalty: 5469.329102
	Iteration 40F: 3 clusters Score -5469821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5469830.000000 Penalty: 5469.329102
	Iteration 41Q: 3 clusters Score -5469830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5469838.500000 Penalty: 5469.329102
	Iteration 42Q: 3 clusters Score -5469838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5469838.000000 Penalty: 5469.329102
	Iteration 43Q: 3 clusters Score -5469838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5469846.500000 Penalty: 5469.329102
	Iteration 44Q: 3 clusters Score -5469846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5469845.500000 Penalty: 5469.329102
	Iteration 45Q: 3 clusters Score -5469846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5469843.000000 Penalty: 5469.329102
	Iteration 46Q: 3 clusters Score -5469843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5469850.000000 Penalty: 5469.329102
	Iteration 47Q: 3 clusters Score -5469850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5469851.000000 Penalty: 5469.329102
	Iteration 48Q: 3 clusters Score -5469851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5469861.500000 Penalty: 5469.329102
	Iteration 49Q: 3 clusters Score -5469862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5469862.500000 Penalty: 5469.329102
	Iteration 50Q: 3 clusters Score -5469862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5469865.500000 Penalty: 5469.329102
	Iteration 51Q: 3 clusters Score -5469866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5469858.000000 Penalty: 5469.329102
	Iteration 52Q: 3 clusters Score -5469858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5469865.500000 Penalty: 5469.329102
	Iteration 53Q: 3 clusters Score -5469866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5469867.000000 Penalty: 5469.329102
	Iteration 54Q: 3 clusters Score -5469867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5469872.500000 Penalty: 5469.329102
	Iteration 55Q: 3 clusters Score -5469872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5469873.500000 Penalty: 5469.329102
	Iteration 56Q: 3 clusters Score -5469874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5469883.000000 Penalty: 5469.329102
	Iteration 57Q: 3 clusters Score -5469883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5469887.000000 Penalty: 5469.329102
	Iteration 58Q: 3 clusters Score -5469887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5469879.500000 Penalty: 5469.329102
	Iteration 59Q: 3 clusters Score -5469880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5469877.500000 Penalty: 5469.329102
	Iteration 60F: 3 clusters Score -5469878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Entering Unmasked Estep 
Score: -636659.125000 Penalty: 2219.152832
	Iteration 0F: 2 clusters Score -636659.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -630522.750000 Penalty: 4438.305664
	Iteration 0F: 3 clusters Score -630522.8 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -632284.625000 Penalty: 4438.305664
	Iteration 1F: 3 clusters Score -632284.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -632541.062500 Penalty: 4438.305664
	Iteration 2F: 3 clusters Score -632541.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -632720.750000 Penalty: 4438.305664
	Iteration 3Q: 3 clusters Score -632720.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -632858.062500 Penalty: 4438.305664
	Iteration 4Q: 3 clusters Score -632858.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -633015.937500 Penalty: 4438.305664
	Iteration 5Q: 3 clusters Score -633015.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -633211.312500 Penalty: 4438.305664
	Iteration 6Q: 3 clusters Score -633211.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -633418.937500 Penalty: 4438.305664
	Iteration 7Q: 3 clusters Score -633418.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -633624.812500 Penalty: 4438.305664
	Iteration 8Q: 3 clusters Score -633624.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -633831.750000 Penalty: 4438.305664
	Iteration 9Q: 3 clusters Score -633831.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -634048.875000 Penalty: 4438.305664
	Iteration 10Q: 3 clusters Score -634048.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -634277.437500 Penalty: 4438.305664
	Iteration 11Q: 3 clusters Score -634277.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -634493.000000 Penalty: 4438.305664
	Iteration 12Q: 3 clusters Score -634493 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -634694.187500 Penalty: 4438.305664
	Iteration 13Q: 3 clusters Score -634694.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -634879.375000 Penalty: 4438.305664
	Iteration 14Q: 3 clusters Score -634879.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -635003.937500 Penalty: 4438.305664
	Iteration 15Q: 3 clusters Score -635003.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -635087.312500 Penalty: 4438.305664
	Iteration 16Q: 3 clusters Score -635087.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -635148.562500 Penalty: 4438.305664
	Iteration 17Q: 3 clusters Score -635148.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -635193.250000 Penalty: 4438.305664
	Iteration 18Q: 3 clusters Score -635193.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -635234.812500 Penalty: 4438.305664
	Iteration 19Q: 3 clusters Score -635234.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -635271.500000 Penalty: 4438.305664
	Iteration 20F: 3 clusters Score -635271.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -635302.625000 Penalty: 4438.305664
	Iteration 21Q: 3 clusters Score -635302.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -635329.625000 Penalty: 4438.305664
	Iteration 22Q: 3 clusters Score -635329.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -635352.500000 Penalty: 4438.305664
	Iteration 23Q: 3 clusters Score -635352.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -635366.375000 Penalty: 4438.305664
	Iteration 24Q: 3 clusters Score -635366.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -635382.937500 Penalty: 4438.305664
	Iteration 25Q: 3 clusters Score -635382.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -635394.812500 Penalty: 4438.305664
	Iteration 26Q: 3 clusters Score -635394.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -635404.500000 Penalty: 4438.305664
	Iteration 27Q: 3 clusters Score -635404.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -635418.125000 Penalty: 4438.305664
	Iteration 28Q: 3 clusters Score -635418.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -635424.875000 Penalty: 4438.305664
	Iteration 29Q: 3 clusters Score -635424.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -635432.937500 Penalty: 4438.305664
	Iteration 30Q: 3 clusters Score -635432.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -635438.750000 Penalty: 4438.305664
	Iteration 31Q: 3 clusters Score -635438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -635444.062500 Penalty: 4438.305664
	Iteration 32Q: 3 clusters Score -635444.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -635445.937500 Penalty: 4438.305664
	Iteration 33Q: 3 clusters Score -635445.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -635449.875000 Penalty: 4438.305664
	Iteration 34Q: 3 clusters Score -635449.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -635451.875000 Penalty: 4438.305664
	Iteration 35Q: 3 clusters Score -635451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -635453.875000 Penalty: 4438.305664
	Iteration 36Q: 3 clusters Score -635453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -635456.562500 Penalty: 4438.305664
	Iteration 37Q: 3 clusters Score -635456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -635458.812500 Penalty: 4438.305664
	Iteration 38Q: 3 clusters Score -635458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -635459.625000 Penalty: 4438.305664
	Iteration 39Q: 3 clusters Score -635459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -635459.812500 Penalty: 4438.305664
	Iteration 40F: 3 clusters Score -635459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -635460.437500 Penalty: 4438.305664
	Iteration 41Q: 3 clusters Score -635460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -635460.437500 Penalty: 4438.305664
	Iteration 42F: 3 clusters Score -635460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Entering Unmasked Estep 
Score: -624012.562500 Penalty: 2209.054443
	Iteration 0F: 2 clusters Score -624012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -618007.375000 Penalty: 4418.108887
	Iteration 0F: 3 clusters Score -618007.4 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -619664.500000 Penalty: 4418.108887
	Iteration 1F: 3 clusters Score -619664.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -620078.625000 Penalty: 4418.108887
	Iteration 2F: 3 clusters Score -620078.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -620482.187500 Penalty: 4418.108887
	Iteration 3F: 3 clusters Score -620482.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -620945.875000 Penalty: 4418.108887
	Iteration 4F: 3 clusters Score -620945.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -621384.000000 Penalty: 4418.108887
	Iteration 5F: 3 clusters Score -621384 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -621755.250000 Penalty: 4418.108887
	Iteration 6F: 3 clusters Score -621755.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -622017.000000 Penalty: 4418.108887
	Iteration 7Q: 3 clusters Score -622017 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -622179.875000 Penalty: 4418.108887
	Iteration 8Q: 3 clusters Score -622179.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -622281.125000 Penalty: 4418.108887
	Iteration 9Q: 3 clusters Score -622281.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -622340.625000 Penalty: 4418.108887
	Iteration 10Q: 3 clusters Score -622340.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -622383.000000 Penalty: 4418.108887
	Iteration 11Q: 3 clusters Score -622383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -622427.062500 Penalty: 4418.108887
	Iteration 12Q: 3 clusters Score -622427.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -622467.125000 Penalty: 4418.108887
	Iteration 13Q: 3 clusters Score -622467.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -622488.312500 Penalty: 4418.108887
	Iteration 14Q: 3 clusters Score -622488.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -622507.625000 Penalty: 4418.108887
	Iteration 15Q: 3 clusters Score -622507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -622518.062500 Penalty: 4418.108887
	Iteration 16Q: 3 clusters Score -622518.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -622528.625000 Penalty: 4418.108887
	Iteration 17Q: 3 clusters Score -622528.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -622541.312500 Penalty: 4418.108887
	Iteration 18Q: 3 clusters Score -622541.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -622554.625000 Penalty: 4418.108887
	Iteration 19Q: 3 clusters Score -622554.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -622560.625000 Penalty: 4418.108887
	Iteration 20F: 3 clusters Score -622560.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -622568.937500 Penalty: 4418.108887
	Iteration 21Q: 3 clusters Score -622568.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -622573.312500 Penalty: 4418.108887
	Iteration 22Q: 3 clusters Score -622573.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -622576.187500 Penalty: 4418.108887
	Iteration 23Q: 3 clusters Score -622576.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -622578.437500 Penalty: 4418.108887
	Iteration 24Q: 3 clusters Score -622578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -622579.500000 Penalty: 4418.108887
	Iteration 25Q: 3 clusters Score -622579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -622582.812500 Penalty: 4418.108887
	Iteration 26Q: 3 clusters Score -622582.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -622588.312500 Penalty: 4418.108887
	Iteration 27Q: 3 clusters Score -622588.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -622592.187500 Penalty: 4418.108887
	Iteration 28Q: 3 clusters Score -622592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -622600.125000 Penalty: 4418.108887
	Iteration 29Q: 3 clusters Score -622600.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -622604.562500 Penalty: 4418.108887
	Iteration 30Q: 3 clusters Score -622604.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -622612.250000 Penalty: 4418.108887
	Iteration 31Q: 3 clusters Score -622612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -622618.437500 Penalty: 4418.108887
	Iteration 32Q: 3 clusters Score -622618.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -622624.875000 Penalty: 4418.108887
	Iteration 33Q: 3 clusters Score -622624.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -622627.687500 Penalty: 4418.108887
	Iteration 34Q: 3 clusters Score -622627.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -622632.250000 Penalty: 4418.108887
	Iteration 35Q: 3 clusters Score -622632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -622635.750000 Penalty: 4418.108887
	Iteration 36Q: 3 clusters Score -622635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -622635.875000 Penalty: 4418.108887
	Iteration 37Q: 3 clusters Score -622635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -622638.750000 Penalty: 4418.108887
	Iteration 38Q: 3 clusters Score -622638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -622640.812500 Penalty: 4418.108887
	Iteration 39Q: 3 clusters Score -622640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -622641.687500 Penalty: 4418.108887
	Iteration 40F: 3 clusters Score -622641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -622643.125000 Penalty: 4418.108887
	Iteration 41Q: 3 clusters Score -622643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -622646.000000 Penalty: 4418.108887
	Iteration 42Q: 3 clusters Score -622646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -622648.437500 Penalty: 4418.108887
	Iteration 43Q: 3 clusters Score -622648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -622649.312500 Penalty: 4418.108887
	Iteration 44Q: 3 clusters Score -622649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -622650.062500 Penalty: 4418.108887
	Iteration 45Q: 3 clusters Score -622650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -622650.062500 Penalty: 4418.108887
	Iteration 46F: 3 clusters Score -622650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Entering Unmasked Estep 
Score: -1614614.625000 Penalty: 2439.900635
	Iteration 0F: 2 clusters Score -1614615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1601317.750000 Penalty: 4879.801270
	Iteration 0F: 3 clusters Score -1601318 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1605856.375000 Penalty: 4879.801270
	Iteration 1F: 3 clusters Score -1605856 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1606410.500000 Penalty: 4879.801270
	Iteration 2F: 3 clusters Score -1606410 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1607029.250000 Penalty: 4879.801270
	Iteration 3F: 3 clusters Score -1607029 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1607821.125000 Penalty: 4879.801270
	Iteration 4F: 3 clusters Score -1607821 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1608900.500000 Penalty: 4879.801270
	Iteration 5F: 3 clusters Score -1608900 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1610197.875000 Penalty: 4879.801270
	Iteration 6F: 3 clusters Score -1610198 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1611243.750000 Penalty: 4879.801270
	Iteration 7F: 3 clusters Score -1611244 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1611913.375000 Penalty: 4879.801270
	Iteration 8F: 3 clusters Score -1611913 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1612297.000000 Penalty: 4879.801270
	Iteration 9Q: 3 clusters Score -1612297 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1612494.375000 Penalty: 4879.801270
	Iteration 10Q: 3 clusters Score -1612494 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1612617.250000 Penalty: 4879.801270
	Iteration 11Q: 3 clusters Score -1612617 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1612707.625000 Penalty: 4879.801270
	Iteration 12Q: 3 clusters Score -1612708 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1612782.875000 Penalty: 4879.801270
	Iteration 13Q: 3 clusters Score -1612783 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1612858.250000 Penalty: 4879.801270
	Iteration 14Q: 3 clusters Score -1612858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1612924.375000 Penalty: 4879.801270
	Iteration 15Q: 3 clusters Score -1612924 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1612983.875000 Penalty: 4879.801270
	Iteration 16Q: 3 clusters Score -1612984 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1613035.125000 Penalty: 4879.801270
	Iteration 17Q: 3 clusters Score -1613035 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1613083.625000 Penalty: 4879.801270
	Iteration 18Q: 3 clusters Score -1613084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1613116.875000 Penalty: 4879.801270
	Iteration 19Q: 3 clusters Score -1613117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1613154.500000 Penalty: 4879.801270
	Iteration 20F: 3 clusters Score -1613154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1613189.625000 Penalty: 4879.801270
	Iteration 21Q: 3 clusters Score -1613190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1613238.750000 Penalty: 4879.801270
	Iteration 22Q: 3 clusters Score -1613239 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1613281.875000 Penalty: 4879.801270
	Iteration 23Q: 3 clusters Score -1613282 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1613327.500000 Penalty: 4879.801270
	Iteration 24Q: 3 clusters Score -1613328 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1613372.000000 Penalty: 4879.801270
	Iteration 25Q: 3 clusters Score -1613372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1613413.625000 Penalty: 4879.801270
	Iteration 26Q: 3 clusters Score -1613414 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1613454.000000 Penalty: 4879.801270
	Iteration 27Q: 3 clusters Score -1613454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1613483.000000 Penalty: 4879.801270
	Iteration 28Q: 3 clusters Score -1613483 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1613511.625000 Penalty: 4879.801270
	Iteration 29Q: 3 clusters Score -1613512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1613541.750000 Penalty: 4879.801270
	Iteration 30Q: 3 clusters Score -1613542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1613562.875000 Penalty: 4879.801270
	Iteration 31Q: 3 clusters Score -1613563 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1613583.000000 Penalty: 4879.801270
	Iteration 32Q: 3 clusters Score -1613583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1613596.250000 Penalty: 4879.801270
	Iteration 33Q: 3 clusters Score -1613596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1613609.250000 Penalty: 4879.801270
	Iteration 34Q: 3 clusters Score -1613609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1613619.125000 Penalty: 4879.801270
	Iteration 35Q: 3 clusters Score -1613619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1613620.000000 Penalty: 4879.801270
	Iteration 36Q: 3 clusters Score -1613620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1613625.875000 Penalty: 4879.801270
	Iteration 37Q: 3 clusters Score -1613626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1613634.375000 Penalty: 4879.801270
	Iteration 38Q: 3 clusters Score -1613634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1613642.750000 Penalty: 4879.801270
	Iteration 39Q: 3 clusters Score -1613643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1613640.625000 Penalty: 4879.801270
	Iteration 40F: 3 clusters Score -1613641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1613640.125000 Penalty: 4879.801270
	Iteration 41Q: 3 clusters Score -1613640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1613650.250000 Penalty: 4879.801270
	Iteration 42Q: 3 clusters Score -1613650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1613649.750000 Penalty: 4879.801270
	Iteration 43Q: 3 clusters Score -1613650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1613653.375000 Penalty: 4879.801270
	Iteration 44Q: 3 clusters Score -1613653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1613655.500000 Penalty: 4879.801270
	Iteration 45Q: 3 clusters Score -1613656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1613658.250000 Penalty: 4879.801270
	Iteration 46Q: 3 clusters Score -1613658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1613659.250000 Penalty: 4879.801270
	Iteration 47Q: 3 clusters Score -1613659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1613659.375000 Penalty: 4879.801270
	Iteration 48Q: 3 clusters Score -1613659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1613662.625000 Penalty: 4879.801270
	Iteration 49Q: 3 clusters Score -1613663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1613664.250000 Penalty: 4879.801270
	Iteration 50Q: 3 clusters Score -1613664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1613664.375000 Penalty: 4879.801270
	Iteration 51Q: 3 clusters Score -1613664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1613664.375000 Penalty: 4879.801270
	Iteration 52Q: 3 clusters Score -1613664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1613664.875000 Penalty: 4879.801270
	Iteration 53Q: 3 clusters Score -1613665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1613666.750000 Penalty: 4879.801270
	Iteration 54Q: 3 clusters Score -1613667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1613666.625000 Penalty: 4879.801270
	Iteration 55Q: 3 clusters Score -1613667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1613666.000000 Penalty: 4879.801270
	Iteration 56Q: 3 clusters Score -1613666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1613667.875000 Penalty: 4879.801270
	Iteration 57Q: 3 clusters Score -1613668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1613672.625000 Penalty: 4879.801270
	Iteration 58Q: 3 clusters Score -1613673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1613673.250000 Penalty: 4879.801270
	Iteration 59Q: 3 clusters Score -1613673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1613672.875000 Penalty: 4879.801270
	Iteration 60F: 3 clusters Score -1613673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1613678.125000 Penalty: 4879.801270
	Iteration 61Q: 3 clusters Score -1613678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1613678.375000 Penalty: 4879.801270
	Iteration 62Q: 3 clusters Score -1613678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1613677.125000 Penalty: 4879.801270
	Iteration 63Q: 3 clusters Score -1613677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1613679.625000 Penalty: 4879.801270
	Iteration 64Q: 3 clusters Score -1613680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1613678.875000 Penalty: 4879.801270
	Iteration 65Q: 3 clusters Score -1613679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1613682.000000 Penalty: 4879.801270
	Iteration 66Q: 3 clusters Score -1613682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1613678.625000 Penalty: 4879.801270
	Iteration 67Q: 3 clusters Score -1613679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1613685.000000 Penalty: 4879.801270
	Iteration 68Q: 3 clusters Score -1613685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1613687.000000 Penalty: 4879.801270
	Iteration 69Q: 3 clusters Score -1613687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1613687.125000 Penalty: 4879.801270
	Iteration 70Q: 3 clusters Score -1613687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1613684.875000 Penalty: 4879.801270
	Iteration 71Q: 3 clusters Score -1613685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1613685.375000 Penalty: 4879.801270
	Iteration 72Q: 3 clusters Score -1613685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1613691.875000 Penalty: 4879.801270
	Iteration 73Q: 3 clusters Score -1613692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1613689.500000 Penalty: 4879.801270
	Iteration 74Q: 3 clusters Score -1613690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1613689.750000 Penalty: 4879.801270
	Iteration 75Q: 3 clusters Score -1613690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1613686.625000 Penalty: 4879.801270
	Iteration 76Q: 3 clusters Score -1613687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1613689.000000 Penalty: 4879.801270
	Iteration 77Q: 3 clusters Score -1613689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1613687.875000 Penalty: 4879.801270
	Iteration 78Q: 3 clusters Score -1613688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1613689.375000 Penalty: 4879.801270
	Iteration 79Q: 3 clusters Score -1613689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1613691.125000 Penalty: 4879.801270
	Iteration 80F: 3 clusters Score -1613691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1613692.250000 Penalty: 4879.801270
	Iteration 81Q: 3 clusters Score -1613692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1613690.250000 Penalty: 4879.801270
	Iteration 82Q: 3 clusters Score -1613690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1613693.500000 Penalty: 4879.801270
	Iteration 83Q: 3 clusters Score -1613694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1613693.500000 Penalty: 4879.801270
	Iteration 84Q: 3 clusters Score -1613694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1613693.500000 Penalty: 4879.801270
	Iteration 85Q: 3 clusters Score -1613694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1613692.250000 Penalty: 4879.801270
	Iteration 86Q: 3 clusters Score -1613692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1613692.000000 Penalty: 4879.801270
	Iteration 87Q: 3 clusters Score -1613692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1613691.500000 Penalty: 4879.801270
	Iteration 88Q: 3 clusters Score -1613692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1613693.125000 Penalty: 4879.801270
	Iteration 89Q: 3 clusters Score -1613693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1613691.500000 Penalty: 4879.801270
	Iteration 90Q: 3 clusters Score -1613692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1613693.125000 Penalty: 4879.801270
	Iteration 91Q: 3 clusters Score -1613693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1613693.125000 Penalty: 4879.801270
	Iteration 92F: 3 clusters Score -1613693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -350763.468750 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -350763.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -346678.187500 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -346678.2 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -347702.156250 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -347702.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -348094.281250 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -348094.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -348465.625000 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -348465.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -348814.593750 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -348814.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -349131.718750 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -349131.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -349382.750000 Penalty: 4149.488770
	Iteration 6F: 3 clusters Score -349382.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -349559.593750 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -349559.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -349712.687500 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -349712.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -349873.562500 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -349873.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -350015.468750 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -350015.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -350188.437500 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -350188.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -350452.406250 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -350452.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -350681.593750 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -350681.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -350797.656250 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -350797.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -350847.625000 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -350847.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -350871.343750 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -350871.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -350886.343750 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -350886.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -350900.468750 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -350900.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -350907.375000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -350907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -350912.218750 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -350912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -350912.812500 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -350912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -350915.031250 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -350915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -350915.031250 Penalty: 4149.488770
	Iteration 23F: 3 clusters Score -350915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 2240 members 
Entering Unmasked Estep 
Score: -112998976.000000 Penalty: 129393.078125
Splitting cluster 30 changes total score from -113000432.000000 to -112998976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (7629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Entering Unmasked Estep 
Score: -652436.500000 Penalty: 2217.048828
	Iteration 0F: 2 clusters Score -652436.5 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 3797 members 
Entering Unmasked Estep 
Score: -646330.000000 Penalty: 4434.097656
	Iteration 0F: 3 clusters Score -646330 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -647978.625000 Penalty: 4434.097656
	Iteration 1F: 3 clusters Score -647978.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -648233.812500 Penalty: 4434.097656
	Iteration 2F: 3 clusters Score -648233.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -648390.000000 Penalty: 4434.097656
	Iteration 3F: 3 clusters Score -648390 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -648497.812500 Penalty: 4434.097656
	Iteration 4Q: 3 clusters Score -648497.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -648595.437500 Penalty: 4434.097656
	Iteration 5Q: 3 clusters Score -648595.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -648704.375000 Penalty: 4434.097656
	Iteration 6Q: 3 clusters Score -648704.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -648831.000000 Penalty: 4434.097656
	Iteration 7Q: 3 clusters Score -648831 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -648982.687500 Penalty: 4434.097656
	Iteration 8Q: 3 clusters Score -648982.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -649218.312500 Penalty: 4434.097656
	Iteration 9Q: 3 clusters Score -649218.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -649748.187500 Penalty: 4434.097656
	Iteration 10Q: 3 clusters Score -649748.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -650477.437500 Penalty: 4434.097656
	Iteration 11F: 3 clusters Score -650477.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -650980.562500 Penalty: 4434.097656
	Iteration 12F: 3 clusters Score -650980.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -651308.312500 Penalty: 4434.097656
	Iteration 13Q: 3 clusters Score -651308.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -651500.062500 Penalty: 4434.097656
	Iteration 14Q: 3 clusters Score -651500.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -651603.062500 Penalty: 4434.097656
	Iteration 15Q: 3 clusters Score -651603.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -651656.500000 Penalty: 4434.097656
	Iteration 16Q: 3 clusters Score -651656.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -651694.562500 Penalty: 4434.097656
	Iteration 17Q: 3 clusters Score -651694.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -651721.312500 Penalty: 4434.097656
	Iteration 18Q: 3 clusters Score -651721.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -651740.187500 Penalty: 4434.097656
	Iteration 19Q: 3 clusters Score -651740.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -651756.312500 Penalty: 4434.097656
	Iteration 20F: 3 clusters Score -651756.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -651767.000000 Penalty: 4434.097656
	Iteration 21Q: 3 clusters Score -651767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -651774.625000 Penalty: 4434.097656
	Iteration 22Q: 3 clusters Score -651774.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -651783.187500 Penalty: 4434.097656
	Iteration 23Q: 3 clusters Score -651783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -651787.687500 Penalty: 4434.097656
	Iteration 24Q: 3 clusters Score -651787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -651792.687500 Penalty: 4434.097656
	Iteration 25Q: 3 clusters Score -651792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -651796.250000 Penalty: 4434.097656
	Iteration 26Q: 3 clusters Score -651796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -651797.875000 Penalty: 4434.097656
	Iteration 27Q: 3 clusters Score -651797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -651799.625000 Penalty: 4434.097656
	Iteration 28Q: 3 clusters Score -651799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -651802.750000 Penalty: 4434.097656
	Iteration 29Q: 3 clusters Score -651802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -651805.937500 Penalty: 4434.097656
	Iteration 30Q: 3 clusters Score -651805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -651809.375000 Penalty: 4434.097656
	Iteration 31Q: 3 clusters Score -651809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -651809.562500 Penalty: 4434.097656
	Iteration 32Q: 3 clusters Score -651809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -651811.187500 Penalty: 4434.097656
	Iteration 33Q: 3 clusters Score -651811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -651813.062500 Penalty: 4434.097656
	Iteration 34Q: 3 clusters Score -651813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -651814.750000 Penalty: 4434.097656
	Iteration 35Q: 3 clusters Score -651814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -651816.312500 Penalty: 4434.097656
	Iteration 36Q: 3 clusters Score -651816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -651817.562500 Penalty: 4434.097656
	Iteration 37Q: 3 clusters Score -651817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -651817.125000 Penalty: 4434.097656
	Iteration 38Q: 3 clusters Score -651817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -651817.125000 Penalty: 4434.097656
	Iteration 39F: 3 clusters Score -651817.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Entering Unmasked Estep 
Score: -2184273.000000 Penalty: 2513.223145
	Iteration 0F: 2 clusters Score -2184273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2166749.750000 Penalty: 5026.446289
	Iteration 0F: 3 clusters Score -2166750 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2172783.500000 Penalty: 5026.446289
	Iteration 1F: 3 clusters Score -2172784 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2173214.250000 Penalty: 5026.446289
	Iteration 2F: 3 clusters Score -2173214 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2173558.250000 Penalty: 5026.446289
	Iteration 3Q: 3 clusters Score -2173558 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2173849.750000 Penalty: 5026.446289
	Iteration 4Q: 3 clusters Score -2173850 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2174118.250000 Penalty: 5026.446289
	Iteration 5Q: 3 clusters Score -2174118 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2174377.250000 Penalty: 5026.446289
	Iteration 6Q: 3 clusters Score -2174377 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2174680.750000 Penalty: 5026.446289
	Iteration 7Q: 3 clusters Score -2174681 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2175080.500000 Penalty: 5026.446289
	Iteration 8Q: 3 clusters Score -2175080 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2175581.500000 Penalty: 5026.446289
	Iteration 9Q: 3 clusters Score -2175582 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2176185.500000 Penalty: 5026.446289
	Iteration 10Q: 3 clusters Score -2176186 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2176952.500000 Penalty: 5026.446289
	Iteration 11Q: 3 clusters Score -2176952 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2177838.500000 Penalty: 5026.446289
	Iteration 12F: 3 clusters Score -2177838 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2178790.250000 Penalty: 5026.446289
	Iteration 13F: 3 clusters Score -2178790 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2179692.000000 Penalty: 5026.446289
	Iteration 14Q: 3 clusters Score -2179692 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2180461.250000 Penalty: 5026.446289
	Iteration 15Q: 3 clusters Score -2180461 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2181117.000000 Penalty: 5026.446289
	Iteration 16Q: 3 clusters Score -2181117 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2181793.500000 Penalty: 5026.446289
	Iteration 17Q: 3 clusters Score -2181794 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2182338.500000 Penalty: 5026.446289
	Iteration 18Q: 3 clusters Score -2182338 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2182698.000000 Penalty: 5026.446289
	Iteration 19Q: 3 clusters Score -2182698 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2182898.000000 Penalty: 5026.446289
	Iteration 20F: 3 clusters Score -2182898 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2183000.250000 Penalty: 5026.446289
	Iteration 21Q: 3 clusters Score -2183000 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2183052.750000 Penalty: 5026.446289
	Iteration 22Q: 3 clusters Score -2183053 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2183088.500000 Penalty: 5026.446289
	Iteration 23Q: 3 clusters Score -2183088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2183126.000000 Penalty: 5026.446289
	Iteration 24Q: 3 clusters Score -2183126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2183139.250000 Penalty: 5026.446289
	Iteration 25Q: 3 clusters Score -2183139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2183148.750000 Penalty: 5026.446289
	Iteration 26Q: 3 clusters Score -2183149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2183161.500000 Penalty: 5026.446289
	Iteration 27Q: 3 clusters Score -2183162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2183161.750000 Penalty: 5026.446289
	Iteration 28Q: 3 clusters Score -2183162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2183165.000000 Penalty: 5026.446289
	Iteration 29Q: 3 clusters Score -2183165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2183166.500000 Penalty: 5026.446289
	Iteration 30Q: 3 clusters Score -2183166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2183174.750000 Penalty: 5026.446289
	Iteration 31Q: 3 clusters Score -2183175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2183178.250000 Penalty: 5026.446289
	Iteration 32Q: 3 clusters Score -2183178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2183178.000000 Penalty: 5026.446289
	Iteration 33Q: 3 clusters Score -2183178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2183181.000000 Penalty: 5026.446289
	Iteration 34Q: 3 clusters Score -2183181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2183183.500000 Penalty: 5026.446289
	Iteration 35Q: 3 clusters Score -2183184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2183186.000000 Penalty: 5026.446289
	Iteration 36Q: 3 clusters Score -2183186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2183186.750000 Penalty: 5026.446289
	Iteration 37Q: 3 clusters Score -2183187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2183185.500000 Penalty: 5026.446289
	Iteration 38Q: 3 clusters Score -2183186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2183189.750000 Penalty: 5026.446289
	Iteration 39Q: 3 clusters Score -2183190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2183193.000000 Penalty: 5026.446289
	Iteration 40F: 3 clusters Score -2183193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2183190.500000 Penalty: 5026.446289
	Iteration 41Q: 3 clusters Score -2183190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2183191.250000 Penalty: 5026.446289
	Iteration 42Q: 3 clusters Score -2183191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2183192.000000 Penalty: 5026.446289
	Iteration 43Q: 3 clusters Score -2183192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2183191.750000 Penalty: 5026.446289
	Iteration 44Q: 3 clusters Score -2183192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2183187.000000 Penalty: 5026.446289
	Iteration 45Q: 3 clusters Score -2183187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2183188.000000 Penalty: 5026.446289
	Iteration 46Q: 3 clusters Score -2183188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2183188.000000 Penalty: 5026.446289
	Iteration 47F: 3 clusters Score -2183188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -216846.609375 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -216846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -213856.765625 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -213856.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -214444.781250 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -214444.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -214593.187500 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -214593.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -214709.343750 Penalty: 3898.651855
	Iteration 3Q: 3 clusters Score -214709.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -214773.328125 Penalty: 3898.651855
	Iteration 4Q: 3 clusters Score -214773.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -214817.906250 Penalty: 3898.651855
	Iteration 5Q: 3 clusters Score -214817.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -214873.093750 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -214873.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -214924.546875 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -214924.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -214958.562500 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -214958.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -214987.765625 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -214987.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -215024.046875 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -215024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -215057.781250 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -215057.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -215084.031250 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -215084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -215109.203125 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -215109.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -215136.343750 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -215136.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215162.765625 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -215162.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215192.875000 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -215192.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -215223.921875 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -215223.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -215252.703125 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -215252.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -215284.015625 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -215284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -215306.687500 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -215306.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -215322.265625 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -215322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -215331.109375 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -215331.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -215339.187500 Penalty: 3898.651855
	Iteration 23Q: 3 clusters Score -215339.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -215346.000000 Penalty: 3898.651855
	Iteration 24Q: 3 clusters Score -215346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215351.687500 Penalty: 3898.651855
	Iteration 25Q: 3 clusters Score -215351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -215358.656250 Penalty: 3898.651855
	Iteration 26Q: 3 clusters Score -215358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -215362.734375 Penalty: 3898.651855
	Iteration 27Q: 3 clusters Score -215362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -215366.531250 Penalty: 3898.651855
	Iteration 28Q: 3 clusters Score -215366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -215368.125000 Penalty: 3898.651855
	Iteration 29Q: 3 clusters Score -215368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -215369.093750 Penalty: 3898.651855
	Iteration 30Q: 3 clusters Score -215369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -215370.703125 Penalty: 3898.651855
	Iteration 31Q: 3 clusters Score -215370.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -215372.046875 Penalty: 3898.651855
	Iteration 32Q: 3 clusters Score -215372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -215373.468750 Penalty: 3898.651855
	Iteration 33Q: 3 clusters Score -215373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -215374.625000 Penalty: 3898.651855
	Iteration 34Q: 3 clusters Score -215374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -215377.781250 Penalty: 3898.651855
	Iteration 35Q: 3 clusters Score -215377.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -215380.781250 Penalty: 3898.651855
	Iteration 36Q: 3 clusters Score -215380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -215385.312500 Penalty: 3898.651855
	Iteration 37Q: 3 clusters Score -215385.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -215388.265625 Penalty: 3898.651855
	Iteration 38Q: 3 clusters Score -215388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -215390.937500 Penalty: 3898.651855
	Iteration 39Q: 3 clusters Score -215390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -215391.921875 Penalty: 3898.651855
	Iteration 40F: 3 clusters Score -215391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -215393.546875 Penalty: 3898.651855
	Iteration 41Q: 3 clusters Score -215393.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -215394.437500 Penalty: 3898.651855
	Iteration 42Q: 3 clusters Score -215394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -215394.906250 Penalty: 3898.651855
	Iteration 43Q: 3 clusters Score -215394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -215394.906250 Penalty: 3898.651855
	Iteration 44F: 3 clusters Score -215394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Entering Unmasked Estep 
Score: -2706031.000000 Penalty: 2561.952393
	Iteration 0F: 2 clusters Score -2706031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2685086.250000 Penalty: 5123.904785
	Iteration 0F: 3 clusters Score -2685086 nChanged 13811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2692474.250000 Penalty: 5123.904785
	Iteration 1F: 3 clusters Score -2692474 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2692975.000000 Penalty: 5123.904785
	Iteration 2Q: 3 clusters Score -2692975 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2693432.250000 Penalty: 5123.904785
	Iteration 3Q: 3 clusters Score -2693432 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2693883.250000 Penalty: 5123.904785
	Iteration 4Q: 3 clusters Score -2693883 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2694355.750000 Penalty: 5123.904785
	Iteration 5Q: 3 clusters Score -2694356 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2694922.500000 Penalty: 5123.904785
	Iteration 6Q: 3 clusters Score -2694922 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2695606.250000 Penalty: 5123.904785
	Iteration 7Q: 3 clusters Score -2695606 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2696359.250000 Penalty: 5123.904785
	Iteration 8Q: 3 clusters Score -2696359 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2697179.750000 Penalty: 5123.904785
	Iteration 9Q: 3 clusters Score -2697180 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2698014.500000 Penalty: 5123.904785
	Iteration 10Q: 3 clusters Score -2698014 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2698780.000000 Penalty: 5123.904785
	Iteration 11Q: 3 clusters Score -2698780 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2699609.000000 Penalty: 5123.904785
	Iteration 12Q: 3 clusters Score -2699609 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2700375.250000 Penalty: 5123.904785
	Iteration 13Q: 3 clusters Score -2700375 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2701080.000000 Penalty: 5123.904785
	Iteration 14Q: 3 clusters Score -2701080 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2701615.000000 Penalty: 5123.904785
	Iteration 15Q: 3 clusters Score -2701615 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2702051.250000 Penalty: 5123.904785
	Iteration 16Q: 3 clusters Score -2702051 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2702362.000000 Penalty: 5123.904785
	Iteration 17Q: 3 clusters Score -2702362 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2702593.000000 Penalty: 5123.904785
	Iteration 18Q: 3 clusters Score -2702593 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2702804.250000 Penalty: 5123.904785
	Iteration 19Q: 3 clusters Score -2702804 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2703005.750000 Penalty: 5123.904785
	Iteration 20F: 3 clusters Score -2703006 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2703187.250000 Penalty: 5123.904785
	Iteration 21Q: 3 clusters Score -2703187 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2703339.500000 Penalty: 5123.904785
	Iteration 22Q: 3 clusters Score -2703340 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2703447.000000 Penalty: 5123.904785
	Iteration 23Q: 3 clusters Score -2703447 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2703517.500000 Penalty: 5123.904785
	Iteration 24Q: 3 clusters Score -2703518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2703582.750000 Penalty: 5123.904785
	Iteration 25Q: 3 clusters Score -2703583 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2703659.750000 Penalty: 5123.904785
	Iteration 26Q: 3 clusters Score -2703660 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2703717.000000 Penalty: 5123.904785
	Iteration 27Q: 3 clusters Score -2703717 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2703752.250000 Penalty: 5123.904785
	Iteration 28Q: 3 clusters Score -2703752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2703783.000000 Penalty: 5123.904785
	Iteration 29Q: 3 clusters Score -2703783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2703800.250000 Penalty: 5123.904785
	Iteration 30Q: 3 clusters Score -2703800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2703819.500000 Penalty: 5123.904785
	Iteration 31Q: 3 clusters Score -2703820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2703833.000000 Penalty: 5123.904785
	Iteration 32Q: 3 clusters Score -2703833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2703840.250000 Penalty: 5123.904785
	Iteration 33Q: 3 clusters Score -2703840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2703844.500000 Penalty: 5123.904785
	Iteration 34Q: 3 clusters Score -2703844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2703855.750000 Penalty: 5123.904785
	Iteration 35Q: 3 clusters Score -2703856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2703870.750000 Penalty: 5123.904785
	Iteration 36Q: 3 clusters Score -2703871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2703877.500000 Penalty: 5123.904785
	Iteration 37Q: 3 clusters Score -2703878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2703886.000000 Penalty: 5123.904785
	Iteration 38Q: 3 clusters Score -2703886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2703891.000000 Penalty: 5123.904785
	Iteration 39Q: 3 clusters Score -2703891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2703904.000000 Penalty: 5123.904785
	Iteration 40F: 3 clusters Score -2703904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2703909.000000 Penalty: 5123.904785
	Iteration 41Q: 3 clusters Score -2703909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2703922.000000 Penalty: 5123.904785
	Iteration 42Q: 3 clusters Score -2703922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2703924.250000 Penalty: 5123.904785
	Iteration 43Q: 3 clusters Score -2703924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2703926.500000 Penalty: 5123.904785
	Iteration 44Q: 3 clusters Score -2703926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2703930.000000 Penalty: 5123.904785
	Iteration 45Q: 3 clusters Score -2703930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2703931.750000 Penalty: 5123.904785
	Iteration 46Q: 3 clusters Score -2703932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2703934.000000 Penalty: 5123.904785
	Iteration 47Q: 3 clusters Score -2703934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2703936.500000 Penalty: 5123.904785
	Iteration 48Q: 3 clusters Score -2703936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2703937.000000 Penalty: 5123.904785
	Iteration 49Q: 3 clusters Score -2703937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2703943.250000 Penalty: 5123.904785
	Iteration 50Q: 3 clusters Score -2703943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2703947.250000 Penalty: 5123.904785
	Iteration 51Q: 3 clusters Score -2703947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2703947.500000 Penalty: 5123.904785
	Iteration 52Q: 3 clusters Score -2703948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2703954.000000 Penalty: 5123.904785
	Iteration 53Q: 3 clusters Score -2703954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2703964.250000 Penalty: 5123.904785
	Iteration 54Q: 3 clusters Score -2703964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2703973.000000 Penalty: 5123.904785
	Iteration 55Q: 3 clusters Score -2703973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2703978.750000 Penalty: 5123.904785
	Iteration 56Q: 3 clusters Score -2703979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2703979.750000 Penalty: 5123.904785
	Iteration 57Q: 3 clusters Score -2703980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2703982.000000 Penalty: 5123.904785
	Iteration 58Q: 3 clusters Score -2703982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2703982.250000 Penalty: 5123.904785
	Iteration 59Q: 3 clusters Score -2703982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2703981.500000 Penalty: 5123.904785
	Iteration 60F: 3 clusters Score -2703982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2703985.000000 Penalty: 5123.904785
	Iteration 61Q: 3 clusters Score -2703985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2703987.250000 Penalty: 5123.904785
	Iteration 62Q: 3 clusters Score -2703987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2703991.750000 Penalty: 5123.904785
	Iteration 63Q: 3 clusters Score -2703992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2703997.500000 Penalty: 5123.904785
	Iteration 64Q: 3 clusters Score -2703998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2703999.750000 Penalty: 5123.904785
	Iteration 65Q: 3 clusters Score -2704000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2703995.000000 Penalty: 5123.904785
	Iteration 66Q: 3 clusters Score -2703995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2703998.750000 Penalty: 5123.904785
	Iteration 67Q: 3 clusters Score -2703999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2703997.750000 Penalty: 5123.904785
	Iteration 68Q: 3 clusters Score -2703998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2704001.250000 Penalty: 5123.904785
	Iteration 69Q: 3 clusters Score -2704001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2704001.250000 Penalty: 5123.904785
	Iteration 70F: 3 clusters Score -2704001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -658554.937500 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -658554.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -652256.500000 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -652256.5 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -653946.437500 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -653946.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -654218.000000 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -654218 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -654448.125000 Penalty: 4447.755371
	Iteration 3Q: 3 clusters Score -654448.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -654677.062500 Penalty: 4447.755371
	Iteration 4Q: 3 clusters Score -654677.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -654936.687500 Penalty: 4447.755371
	Iteration 5Q: 3 clusters Score -654936.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -655208.625000 Penalty: 4447.755371
	Iteration 6Q: 3 clusters Score -655208.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -655502.562500 Penalty: 4447.755371
	Iteration 7F: 3 clusters Score -655502.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -655757.562500 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -655757.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -655990.750000 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -655990.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -656208.062500 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -656208.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -656346.562500 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -656346.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -656438.437500 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -656438.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -656518.062500 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -656518.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -656581.312500 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -656581.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -656633.625000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -656633.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -656675.062500 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -656675.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -656714.812500 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -656714.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -656748.500000 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -656748.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -656780.437500 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -656780.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -656813.000000 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -656813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -656847.687500 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -656847.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -656872.312500 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -656872.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -656890.437500 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -656890.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -656906.687500 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -656906.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -656920.250000 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -656920.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -656932.562500 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -656932.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -656938.687500 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -656938.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -656944.250000 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -656944.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -656949.812500 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -656949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -656949.937500 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -656949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -656950.875000 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -656950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -656950.312500 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -656950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -656952.312500 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -656952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -656951.562500 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -656951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -656953.125000 Penalty: 4447.755371
	Iteration 35Q: 3 clusters Score -656953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -656953.937500 Penalty: 4447.755371
	Iteration 36Q: 3 clusters Score -656953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -656955.062500 Penalty: 4447.755371
	Iteration 37Q: 3 clusters Score -656955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -656957.625000 Penalty: 4447.755371
	Iteration 38Q: 3 clusters Score -656957.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -656961.250000 Penalty: 4447.755371
	Iteration 39Q: 3 clusters Score -656961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -656964.562500 Penalty: 4447.755371
	Iteration 40F: 3 clusters Score -656964.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -656968.812500 Penalty: 4447.755371
	Iteration 41Q: 3 clusters Score -656968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -656969.562500 Penalty: 4447.755371
	Iteration 42Q: 3 clusters Score -656969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -656974.437500 Penalty: 4447.755371
	Iteration 43Q: 3 clusters Score -656974.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -656979.000000 Penalty: 4447.755371
	Iteration 44Q: 3 clusters Score -656979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -656982.000000 Penalty: 4447.755371
	Iteration 45Q: 3 clusters Score -656982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -656985.187500 Penalty: 4447.755371
	Iteration 46Q: 3 clusters Score -656985.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -656990.312500 Penalty: 4447.755371
	Iteration 47Q: 3 clusters Score -656990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -656992.812500 Penalty: 4447.755371
	Iteration 48Q: 3 clusters Score -656992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -656997.500000 Penalty: 4447.755371
	Iteration 49Q: 3 clusters Score -656997.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -656999.750000 Penalty: 4447.755371
	Iteration 50Q: 3 clusters Score -656999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -657004.062500 Penalty: 4447.755371
	Iteration 51Q: 3 clusters Score -657004.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -657005.312500 Penalty: 4447.755371
	Iteration 52Q: 3 clusters Score -657005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -657006.187500 Penalty: 4447.755371
	Iteration 53Q: 3 clusters Score -657006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -657006.750000 Penalty: 4447.755371
	Iteration 54Q: 3 clusters Score -657006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -657008.000000 Penalty: 4447.755371
	Iteration 55Q: 3 clusters Score -657008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -657008.000000 Penalty: 4447.755371
	Iteration 56F: 3 clusters Score -657008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -568063.875000 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -568063.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -562448.875000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -562448.9 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -564108.812500 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -564108.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -564929.250000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -564929.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -565839.687500 Penalty: 4372.276367
	Iteration 3F: 3 clusters Score -565839.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -566504.375000 Penalty: 4372.276367
	Iteration 4F: 3 clusters Score -566504.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -566959.500000 Penalty: 4372.276367
	Iteration 5F: 3 clusters Score -566959.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -567289.750000 Penalty: 4372.276367
	Iteration 6F: 3 clusters Score -567289.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -567501.875000 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -567501.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -567619.937500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -567619.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -567679.375000 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -567679.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -567731.500000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -567731.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -567770.312500 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -567770.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -567810.187500 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -567810.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -567848.625000 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -567848.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -567887.062500 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -567887.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -567920.562500 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -567920.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -567949.812500 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -567949.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -567969.000000 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -567969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -567986.562500 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -567986.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -567999.875000 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -567999.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -568015.875000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -568015.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -568033.875000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -568033.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -568051.250000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -568051.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -568071.250000 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -568071.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -568099.437500 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -568099.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -568123.812500 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -568123.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -568158.500000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -568158.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -568189.250000 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -568189.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -568206.562500 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -568206.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -568211.937500 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -568211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -568219.937500 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -568219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -568225.125000 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -568225.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -568227.125000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -568227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -568228.500000 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -568228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -568232.812500 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -568232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -568235.125000 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -568235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -568238.250000 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -568238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -568241.375000 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -568241.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -568245.125000 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -568245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -568246.125000 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -568246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -568247.500000 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -568247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -568254.437500 Penalty: 4372.276367
	Iteration 41Q: 3 clusters Score -568254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -568257.000000 Penalty: 4372.276367
	Iteration 42Q: 3 clusters Score -568257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -568258.562500 Penalty: 4372.276367
	Iteration 43Q: 3 clusters Score -568258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -568258.625000 Penalty: 4372.276367
	Iteration 44Q: 3 clusters Score -568258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -568258.812500 Penalty: 4372.276367
	Iteration 45Q: 3 clusters Score -568258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -568258.812500 Penalty: 4372.276367
	Iteration 46F: 3 clusters Score -568258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 5887 members 
Mstep: Class 37 contains 848 members 
Entering Unmasked Estep 
Score: -112999040.000000 Penalty: 129393.078125
Splitting cluster 36 changes total score from -113000432.000000 to -112999040.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334273 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12514 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61505 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18738 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30652 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000352.000000 Penalty: 125895.968750
Iteration 199Q: 37 clusters Score -1.130004e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26470 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101584 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334276 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12516 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35686 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61503 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18737 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30650 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000400.000000 Penalty: 125895.968750
Iteration 200F: 37 clusters Score -1.130004e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334276 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12519 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35687 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61501 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18737 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30648 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000416.000000 Penalty: 125895.968750
Iteration 201Q: 37 clusters Score -1.130004e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334279 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12523 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35689 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16881 members 
Mstep: Class 23 contains 14813 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61499 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30643 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000408.000000 Penalty: 125895.968750
Iteration 202Q: 37 clusters Score -1.130004e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334282 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12529 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16882 members 
Mstep: Class 23 contains 14813 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61496 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30634 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000392.000000 Penalty: 125895.968750
Iteration 203Q: 37 clusters Score -1.130004e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26469 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101585 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334282 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12536 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16883 members 
Mstep: Class 23 contains 14813 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61491 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7387 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30630 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000352.000000 Penalty: 125895.968750
Iteration 204Q: 37 clusters Score -1.130004e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101586 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334284 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12540 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16884 members 
Mstep: Class 23 contains 14813 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61491 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7390 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30621 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000344.000000 Penalty: 125895.968750
Iteration 205Q: 37 clusters Score -1.130003e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334287 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12547 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61491 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7392 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30611 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000304.000000 Penalty: 125895.968750
Iteration 206Q: 37 clusters Score -1.130003e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334288 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12545 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61491 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7394 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30610 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000360.000000 Penalty: 125895.968750
Iteration 207Q: 37 clusters Score -1.130004e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334290 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12545 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61490 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7395 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30608 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000344.000000 Penalty: 125895.968750
Iteration 208Q: 37 clusters Score -1.130003e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334291 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12546 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61490 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7396 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30605 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000320.000000 Penalty: 125895.968750
Iteration 209Q: 37 clusters Score -1.130003e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334291 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12547 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61491 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7397 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30601 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000336.000000 Penalty: 125895.968750
Iteration 210Q: 37 clusters Score -1.130003e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334290 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12551 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35692 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61491 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7397 members 
Mstep: Class 29 contains 18736 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000336.000000 Penalty: 125895.968750
Iteration 211Q: 37 clusters Score -1.130003e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334290 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12556 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61491 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7398 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30594 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000304.000000 Penalty: 125895.968750
Iteration 212Q: 37 clusters Score -1.130003e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14693 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334291 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12555 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35691 members 
Mstep: Class 20 contains 7393 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61489 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7400 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30594 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000304.000000 Penalty: 125895.968750
Iteration 213Q: 37 clusters Score -1.130003e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334291 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12558 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61488 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7402 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30593 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000336.000000 Penalty: 125895.968750
Iteration 214Q: 37 clusters Score -1.130003e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334290 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12561 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61486 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7402 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30593 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000312.000000 Penalty: 125895.968750
Iteration 215Q: 37 clusters Score -1.130003e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334288 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12564 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61484 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7402 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30594 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000296.000000 Penalty: 125895.968750
Iteration 216Q: 37 clusters Score -1.130003e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334287 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61482 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30593 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000336.000000 Penalty: 125895.968750
Iteration 217Q: 37 clusters Score -1.130003e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334289 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61481 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30592 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000312.000000 Penalty: 125895.968750
Iteration 218Q: 37 clusters Score -1.130003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334291 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61480 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30591 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000312.000000 Penalty: 125895.968750
Iteration 219Q: 37 clusters Score -1.130003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334292 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61478 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30592 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000328.000000 Penalty: 125895.968750
Iteration 220F: 37 clusters Score -1.130003e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334293 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61477 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30593 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000320.000000 Penalty: 125895.968750
Iteration 221Q: 37 clusters Score -1.130003e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14692 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101581 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334293 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61475 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30596 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000312.000000 Penalty: 125895.968750
Iteration 222Q: 37 clusters Score -1.130003e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334294 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61472 members 
Mstep: Class 27 contains 7694 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000344.000000 Penalty: 125895.968750
Iteration 223Q: 37 clusters Score -1.130003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26467 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101582 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334295 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61470 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000320.000000 Penalty: 125895.968750
Iteration 224Q: 37 clusters Score -1.130003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334295 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61468 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000320.000000 Penalty: 125895.968750
Iteration 225Q: 37 clusters Score -1.130003e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000336.000000 Penalty: 125895.968750
Iteration 226Q: 37 clusters Score -1.130003e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000336.000000 Penalty: 125895.968750
Iteration 227F: 37 clusters Score -1.130003e+08 nChanged 0
Entering ConstructFrom: 
Score: -113000336.000000 Penalty: 125895.968750
Entering ConstructFrom: 
Trying to split cluster 1 (411798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411798 members 
Entering Unmasked Estep 
Score: -36388680.000000 Penalty: 3206.215576
	Iteration 0F: 2 clusters Score -3.638868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206022 members 
Mstep: Class 2 contains 205776 members 
Entering Unmasked Estep 
Score: -36110724.000000 Penalty: 6412.431152
	Iteration 0F: 3 clusters Score -3.611072e+07 nChanged 200526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207340 members 
Mstep: Class 2 contains 204458 members 
Entering Unmasked Estep 
Score: -36229880.000000 Penalty: 6412.431152
	Iteration 1F: 3 clusters Score -3.622988e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207539 members 
Mstep: Class 2 contains 204259 members 
Entering Unmasked Estep 
Score: -36231304.000000 Penalty: 6412.431152
	Iteration 2Q: 3 clusters Score -3.62313e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207681 members 
Mstep: Class 2 contains 204117 members 
Entering Unmasked Estep 
Score: -36233144.000000 Penalty: 6412.431152
	Iteration 3Q: 3 clusters Score -3.623314e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207477 members 
Mstep: Class 2 contains 204321 members 
Entering Unmasked Estep 
Score: -36235960.000000 Penalty: 6412.431152
	Iteration 4Q: 3 clusters Score -3.623596e+07 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206935 members 
Mstep: Class 2 contains 204863 members 
Entering Unmasked Estep 
Score: -36238992.000000 Penalty: 6412.431152
	Iteration 5Q: 3 clusters Score -3.623899e+07 nChanged 14890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206055 members 
Mstep: Class 2 contains 205743 members 
Entering Unmasked Estep 
Score: -36243720.000000 Penalty: 6412.431152
	Iteration 6Q: 3 clusters Score -3.624372e+07 nChanged 17794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204565 members 
Mstep: Class 2 contains 207233 members 
Entering Unmasked Estep 
Score: -36250884.000000 Penalty: 6412.431152
	Iteration 7Q: 3 clusters Score -3.625088e+07 nChanged 20455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202666 members 
Mstep: Class 2 contains 209132 members 
Entering Unmasked Estep 
Score: -36259752.000000 Penalty: 6412.431152
	Iteration 8Q: 3 clusters Score -3.625975e+07 nChanged 21915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200697 members 
Mstep: Class 2 contains 211101 members 
Entering Unmasked Estep 
Score: -36269020.000000 Penalty: 6412.431152
	Iteration 9F: 3 clusters Score -3.626902e+07 nChanged 21499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199190 members 
Mstep: Class 2 contains 212608 members 
Entering Unmasked Estep 
Score: -36278020.000000 Penalty: 6412.431152
	Iteration 10F: 3 clusters Score -3.627802e+07 nChanged 19676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198470 members 
Mstep: Class 2 contains 213328 members 
Entering Unmasked Estep 
Score: -36285436.000000 Penalty: 6412.431152
	Iteration 11Q: 3 clusters Score -3.628544e+07 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198752 members 
Mstep: Class 2 contains 213046 members 
Entering Unmasked Estep 
Score: -36291436.000000 Penalty: 6412.431152
	Iteration 12Q: 3 clusters Score -3.629144e+07 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200156 members 
Mstep: Class 2 contains 211642 members 
Entering Unmasked Estep 
Score: -36295588.000000 Penalty: 6412.431152
	Iteration 13Q: 3 clusters Score -3.629559e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202623 members 
Mstep: Class 2 contains 209175 members 
Entering Unmasked Estep 
Score: -36298312.000000 Penalty: 6412.431152
	Iteration 14Q: 3 clusters Score -3.629831e+07 nChanged 9120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206001 members 
Mstep: Class 2 contains 205797 members 
Entering Unmasked Estep 
Score: -36299832.000000 Penalty: 6412.431152
	Iteration 15Q: 3 clusters Score -3.629983e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210378 members 
Mstep: Class 2 contains 201420 members 
Entering Unmasked Estep 
Score: -36301304.000000 Penalty: 6412.431152
	Iteration 16Q: 3 clusters Score -3.63013e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215684 members 
Mstep: Class 2 contains 196114 members 
Entering Unmasked Estep 
Score: -36302632.000000 Penalty: 6412.431152
	Iteration 17Q: 3 clusters Score -3.630263e+07 nChanged 7240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222150 members 
Mstep: Class 2 contains 189648 members 
Entering Unmasked Estep 
Score: -36303960.000000 Penalty: 6412.431152
	Iteration 18Q: 3 clusters Score -3.630396e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230025 members 
Mstep: Class 2 contains 181773 members 
Entering Unmasked Estep 
Score: -36305496.000000 Penalty: 6412.431152
	Iteration 19Q: 3 clusters Score -3.63055e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239767 members 
Mstep: Class 2 contains 172031 members 
Entering Unmasked Estep 
Score: -36307556.000000 Penalty: 6412.431152
	Iteration 20F: 3 clusters Score -3.630756e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251630 members 
Mstep: Class 2 contains 160168 members 
Entering Unmasked Estep 
Score: -36311140.000000 Penalty: 6412.431152
	Iteration 21Q: 3 clusters Score -3.631114e+07 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265814 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -36316048.000000 Penalty: 6412.431152
	Iteration 22Q: 3 clusters Score -3.631605e+07 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282278 members 
Mstep: Class 2 contains 129520 members 
Entering Unmasked Estep 
Score: -36322820.000000 Penalty: 6412.431152
	Iteration 23Q: 3 clusters Score -3.632282e+07 nChanged 18266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300544 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -36331484.000000 Penalty: 6412.431152
	Iteration 24Q: 3 clusters Score -3.633148e+07 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319398 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -36341664.000000 Penalty: 6412.431152
	Iteration 25Q: 3 clusters Score -3.634166e+07 nChanged 18062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337460 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -36351344.000000 Penalty: 6412.431152
	Iteration 26Q: 3 clusters Score -3.635134e+07 nChanged 16108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353568 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -36360312.000000 Penalty: 6412.431152
	Iteration 27Q: 3 clusters Score -3.636031e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367197 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -36366984.000000 Penalty: 6412.431152
	Iteration 28Q: 3 clusters Score -3.636698e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378293 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -36372264.000000 Penalty: 6412.431152
	Iteration 29Q: 3 clusters Score -3.637226e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386803 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -36376316.000000 Penalty: 6412.431152
	Iteration 30Q: 3 clusters Score -3.637632e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393233 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -36379460.000000 Penalty: 6412.431152
	Iteration 31Q: 3 clusters Score -3.637946e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397942 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -36381344.000000 Penalty: 6412.431152
	Iteration 32Q: 3 clusters Score -3.638134e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401384 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -36382776.000000 Penalty: 6412.431152
	Iteration 33Q: 3 clusters Score -3.638278e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403852 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -36383856.000000 Penalty: 6412.431152
	Iteration 34Q: 3 clusters Score -3.638386e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405573 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -36384496.000000 Penalty: 6412.431152
	Iteration 35Q: 3 clusters Score -3.63845e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406813 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -36384968.000000 Penalty: 6412.431152
	Iteration 36Q: 3 clusters Score -3.638497e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407697 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -36385280.000000 Penalty: 6412.431152
	Iteration 37Q: 3 clusters Score -3.638528e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408300 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -36385432.000000 Penalty: 6412.431152
	Iteration 38Q: 3 clusters Score -3.638543e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408740 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -36385612.000000 Penalty: 6412.431152
	Iteration 39Q: 3 clusters Score -3.638561e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409043 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -36385736.000000 Penalty: 6412.431152
	Iteration 40F: 3 clusters Score -3.638574e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409274 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -36385736.000000 Penalty: 6412.431152
	Iteration 41Q: 3 clusters Score -3.638574e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409473 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -36385844.000000 Penalty: 6412.431152
	Iteration 42Q: 3 clusters Score -3.638584e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409632 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -36385908.000000 Penalty: 6412.431152
	Iteration 43Q: 3 clusters Score -3.638591e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409746 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -36385940.000000 Penalty: 6412.431152
	Iteration 44Q: 3 clusters Score -3.638594e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409861 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -36385972.000000 Penalty: 6412.431152
	Iteration 45Q: 3 clusters Score -3.638597e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409923 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -36385996.000000 Penalty: 6412.431152
	Iteration 46Q: 3 clusters Score -3.6386e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409975 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -36386012.000000 Penalty: 6412.431152
	Iteration 47Q: 3 clusters Score -3.638601e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410026 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -36386032.000000 Penalty: 6412.431152
	Iteration 48Q: 3 clusters Score -3.638603e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410070 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -36386036.000000 Penalty: 6412.431152
	Iteration 49Q: 3 clusters Score -3.638604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410118 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -36386100.000000 Penalty: 6412.431152
	Iteration 50Q: 3 clusters Score -3.63861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410153 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -36386084.000000 Penalty: 6412.431152
	Iteration 51Q: 3 clusters Score -3.638608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410175 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -36386060.000000 Penalty: 6412.431152
	Iteration 52Q: 3 clusters Score -3.638606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410207 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -36386068.000000 Penalty: 6412.431152
	Iteration 53Q: 3 clusters Score -3.638607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410233 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -36386112.000000 Penalty: 6412.431152
	Iteration 54Q: 3 clusters Score -3.638611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410241 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -36386108.000000 Penalty: 6412.431152
	Iteration 55Q: 3 clusters Score -3.638611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410250 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -36386132.000000 Penalty: 6412.431152
	Iteration 56Q: 3 clusters Score -3.638613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410259 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -36386096.000000 Penalty: 6412.431152
	Iteration 57Q: 3 clusters Score -3.63861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410272 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -36386172.000000 Penalty: 6412.431152
	Iteration 58Q: 3 clusters Score -3.638617e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410285 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -36386160.000000 Penalty: 6412.431152
	Iteration 59Q: 3 clusters Score -3.638616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410301 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -36386168.000000 Penalty: 6412.431152
	Iteration 60F: 3 clusters Score -3.638617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410311 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -36386160.000000 Penalty: 6412.431152
	Iteration 61Q: 3 clusters Score -3.638616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410323 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -36386136.000000 Penalty: 6412.431152
	Iteration 62Q: 3 clusters Score -3.638614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410329 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -36386172.000000 Penalty: 6412.431152
	Iteration 63Q: 3 clusters Score -3.638617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410332 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -36386180.000000 Penalty: 6412.431152
	Iteration 64Q: 3 clusters Score -3.638618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410334 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -36386136.000000 Penalty: 6412.431152
	Iteration 65Q: 3 clusters Score -3.638614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410334 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -36386136.000000 Penalty: 6412.431152
	Iteration 66F: 3 clusters Score -3.638614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Entering Unmasked Estep 
Score: -4613819.500000 Penalty: 2690.986816
	Iteration 0F: 2 clusters Score -4613820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4579122.000000 Penalty: 5381.973633
	Iteration 0F: 3 clusters Score -4579122 nChanged 23841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -4592293.500000 Penalty: 5381.973633
	Iteration 1F: 3 clusters Score -4592294 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4592806.000000 Penalty: 5381.973633
	Iteration 2Q: 3 clusters Score -4592806 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4593228.000000 Penalty: 5381.973633
	Iteration 3Q: 3 clusters Score -4593228 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4593615.000000 Penalty: 5381.973633
	Iteration 4Q: 3 clusters Score -4593615 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4593955.000000 Penalty: 5381.973633
	Iteration 5Q: 3 clusters Score -4593955 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -4594332.500000 Penalty: 5381.973633
	Iteration 6Q: 3 clusters Score -4594332 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4594832.000000 Penalty: 5381.973633
	Iteration 7Q: 3 clusters Score -4594832 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4595378.000000 Penalty: 5381.973633
	Iteration 8Q: 3 clusters Score -4595378 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4597286 nChanged 2512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4598842 nChanged 2688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -4600574 nChanged 2688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -4602200 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4603164 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4603660 nChanged 1039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4603950 nChanged 787
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Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4604154 nChanged 673
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Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4604360 nChanged 671
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Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4604515 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4604673 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4604834 nChanged 608
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Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4604992 nChanged 580
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Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4605134 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4605287 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4605442 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4605610 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4605746 nChanged 562
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Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4605860 nChanged 544
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Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4606028 nChanged 561
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Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4606149 nChanged 530
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4606295 nChanged 552
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Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4606427 nChanged 514
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Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4606518 nChanged 476
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Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4606636 nChanged 479
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Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4606749 nChanged 525
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Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4606868 nChanged 514
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Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4606990 nChanged 489
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Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4607080 nChanged 469
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Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4607202 nChanged 456
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Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4607306 nChanged 458
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Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4607400 nChanged 457
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Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4607492 nChanged 468
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Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4607627 nChanged 455
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Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4607718 nChanged 492
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Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4607787 nChanged 518
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Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4607896 nChanged 503
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Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4608014 nChanged 490
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Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4608118 nChanged 489
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Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4608262 nChanged 504
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Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4608402 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4608486 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4608604 nChanged 437
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Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4608718 nChanged 460
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Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4608824 nChanged 451
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Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4608930 nChanged 424
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Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4609050 nChanged 416
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Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4609146 nChanged 379
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Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4609209 nChanged 358
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Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4609281 nChanged 354
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Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4609383 nChanged 327
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Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4609455 nChanged 335
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Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4609544 nChanged 331
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Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4609629 nChanged 348
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Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4609708 nChanged 317
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Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4609772 nChanged 319
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Mstep: Class 1 contains 8820 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4609854 nChanged 313
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Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4609914 nChanged 304
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4610002 nChanged 280
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4610074 nChanged 278
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4610153 nChanged 285
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Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4610225 nChanged 285
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Mstep: Class 1 contains 7077 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4610298 nChanged 270
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Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4610361 nChanged 273
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Mstep: Class 1 contains 6536 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4610440 nChanged 238
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Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4610514 nChanged 221
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Mstep: Class 1 contains 6077 members 
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	Iteration 76Q: 3 clusters Score -4610581 nChanged 222
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Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 45718 members 
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	Iteration 77Q: 3 clusters Score -4610628 nChanged 198
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 45916 members 
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	Iteration 78Q: 3 clusters Score -4610672 nChanged 191
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Mstep: Class 1 contains 5466 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4610752 nChanged 169
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Mstep: Class 1 contains 5297 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4610772 nChanged 157
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Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 46433 members 
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	Iteration 81Q: 3 clusters Score -4610829 nChanged 137
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Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 46570 members 
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	Iteration 82Q: 3 clusters Score -4610858 nChanged 122
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Mstep: Class 1 contains 4883 members 
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	Iteration 83Q: 3 clusters Score -4610884 nChanged 116
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Mstep: Class 1 contains 4767 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4610908 nChanged 110
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	Iteration 85Q: 3 clusters Score -4610935 nChanged 110
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	Iteration 86Q: 3 clusters Score -4610965 nChanged 96
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	Iteration 87Q: 3 clusters Score -4610981 nChanged 76
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	Iteration 88Q: 3 clusters Score -4610976 nChanged 60
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Mstep: Class 1 contains 4315 members 
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	Iteration 89Q: 3 clusters Score -4610978 nChanged 71
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Mstep: Class 2 contains 47329 members 
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	Iteration 90Q: 3 clusters Score -4610999 nChanged 64
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4611020 nChanged 71
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	Iteration 92Q: 3 clusters Score -4611015 nChanged 70
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4611036 nChanged 62
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	Iteration 94Q: 3 clusters Score -4611045 nChanged 57
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Mstep: Class 1 contains 3922 members 
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	Iteration 95Q: 3 clusters Score -4611048 nChanged 57
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	Iteration 96Q: 3 clusters Score -4611056 nChanged 58
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Mstep: Class 1 contains 3807 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4611058 nChanged 59
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	Iteration 98Q: 3 clusters Score -4611061 nChanged 58
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	Iteration 99Q: 3 clusters Score -4611087 nChanged 59
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4611098 nChanged 62
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4611111 nChanged 59
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Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -4611115.500000 Penalty: 5381.973633
	Iteration 102Q: 3 clusters Score -4611116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -4611116.000000 Penalty: 5381.973633
	Iteration 103Q: 3 clusters Score -4611116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -4611121.500000 Penalty: 5381.973633
	Iteration 104Q: 3 clusters Score -4611122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -4611125.000000 Penalty: 5381.973633
	Iteration 105Q: 3 clusters Score -4611125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -4611128.500000 Penalty: 5381.973633
	Iteration 106Q: 3 clusters Score -4611128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -4611148.500000 Penalty: 5381.973633
	Iteration 107Q: 3 clusters Score -4611148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -4611146.000000 Penalty: 5381.973633
	Iteration 108Q: 3 clusters Score -4611146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -4611154.500000 Penalty: 5381.973633
	Iteration 109Q: 3 clusters Score -4611154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -4611178.000000 Penalty: 5381.973633
	Iteration 110Q: 3 clusters Score -4611178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -4611192.000000 Penalty: 5381.973633
	Iteration 111Q: 3 clusters Score -4611192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -4611202.000000 Penalty: 5381.973633
	Iteration 112Q: 3 clusters Score -4611202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -4611198.500000 Penalty: 5381.973633
	Iteration 113Q: 3 clusters Score -4611198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -4611199.500000 Penalty: 5381.973633
	Iteration 114Q: 3 clusters Score -4611200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -4611202.500000 Penalty: 5381.973633
	Iteration 115Q: 3 clusters Score -4611202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -4611214.500000 Penalty: 5381.973633
	Iteration 116Q: 3 clusters Score -4611214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -4611220.000000 Penalty: 5381.973633
	Iteration 117Q: 3 clusters Score -4611220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -4611212.500000 Penalty: 5381.973633
	Iteration 118Q: 3 clusters Score -4611212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -4611217.000000 Penalty: 5381.973633
	Iteration 119Q: 3 clusters Score -4611217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -4611224.000000 Penalty: 5381.973633
	Iteration 120F: 3 clusters Score -4611224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -4611235.000000 Penalty: 5381.973633
	Iteration 121Q: 3 clusters Score -4611235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -4611244.000000 Penalty: 5381.973633
	Iteration 122Q: 3 clusters Score -4611244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -4611249.000000 Penalty: 5381.973633
	Iteration 123Q: 3 clusters Score -4611249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -4611272.500000 Penalty: 5381.973633
	Iteration 124Q: 3 clusters Score -4611272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -4611283.500000 Penalty: 5381.973633
	Iteration 125Q: 3 clusters Score -4611284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -4611289.500000 Penalty: 5381.973633
	Iteration 126Q: 3 clusters Score -4611290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -4611289.500000 Penalty: 5381.973633
	Iteration 127Q: 3 clusters Score -4611290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -4611311.500000 Penalty: 5381.973633
	Iteration 128Q: 3 clusters Score -4611312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -4611306.500000 Penalty: 5381.973633
	Iteration 129Q: 3 clusters Score -4611306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -4611306.500000 Penalty: 5381.973633
	Iteration 130Q: 3 clusters Score -4611306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -4611311.500000 Penalty: 5381.973633
	Iteration 131Q: 3 clusters Score -4611312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -4611319.500000 Penalty: 5381.973633
	Iteration 132Q: 3 clusters Score -4611320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -4611329.500000 Penalty: 5381.973633
	Iteration 133Q: 3 clusters Score -4611330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -4611331.000000 Penalty: 5381.973633
	Iteration 134Q: 3 clusters Score -4611331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -4611328.000000 Penalty: 5381.973633
	Iteration 135Q: 3 clusters Score -4611328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -4611331.000000 Penalty: 5381.973633
	Iteration 136Q: 3 clusters Score -4611331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -4611343.500000 Penalty: 5381.973633
	Iteration 137Q: 3 clusters Score -4611344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -4611357.000000 Penalty: 5381.973633
	Iteration 138Q: 3 clusters Score -4611357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -4611373.000000 Penalty: 5381.973633
	Iteration 139Q: 3 clusters Score -4611373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -4611396.500000 Penalty: 5381.973633
	Iteration 140F: 3 clusters Score -4611396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -4611405.000000 Penalty: 5381.973633
	Iteration 141Q: 3 clusters Score -4611405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -4611425.000000 Penalty: 5381.973633
	Iteration 142Q: 3 clusters Score -4611425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -4611444.500000 Penalty: 5381.973633
	Iteration 143Q: 3 clusters Score -4611444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -4611455.000000 Penalty: 5381.973633
	Iteration 144Q: 3 clusters Score -4611455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -4611475.000000 Penalty: 5381.973633
	Iteration 145Q: 3 clusters Score -4611475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -4611488.500000 Penalty: 5381.973633
	Iteration 146Q: 3 clusters Score -4611488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -4611509.500000 Penalty: 5381.973633
	Iteration 147Q: 3 clusters Score -4611510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -4611524.500000 Penalty: 5381.973633
	Iteration 148Q: 3 clusters Score -4611524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -4611547.500000 Penalty: 5381.973633
	Iteration 149Q: 3 clusters Score -4611548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -4611558.000000 Penalty: 5381.973633
	Iteration 150Q: 3 clusters Score -4611558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -4611576.000000 Penalty: 5381.973633
	Iteration 151Q: 3 clusters Score -4611576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -4611582.500000 Penalty: 5381.973633
	Iteration 152Q: 3 clusters Score -4611582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -4611597.500000 Penalty: 5381.973633
	Iteration 153Q: 3 clusters Score -4611598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -4611607.500000 Penalty: 5381.973633
	Iteration 154Q: 3 clusters Score -4611608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -4611607.000000 Penalty: 5381.973633
	Iteration 155Q: 3 clusters Score -4611607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -4611612.500000 Penalty: 5381.973633
	Iteration 156Q: 3 clusters Score -4611612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -4611621.500000 Penalty: 5381.973633
	Iteration 157Q: 3 clusters Score -4611622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -4611627.500000 Penalty: 5381.973633
	Iteration 158Q: 3 clusters Score -4611628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -4611622.500000 Penalty: 5381.973633
	Iteration 159Q: 3 clusters Score -4611622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -4611625.000000 Penalty: 5381.973633
	Iteration 160F: 3 clusters Score -4611625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -4611631.000000 Penalty: 5381.973633
	Iteration 161Q: 3 clusters Score -4611631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -4611624.500000 Penalty: 5381.973633
	Iteration 162Q: 3 clusters Score -4611624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -4611629.500000 Penalty: 5381.973633
	Iteration 163Q: 3 clusters Score -4611630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -4611630.500000 Penalty: 5381.973633
	Iteration 164Q: 3 clusters Score -4611630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -4611632.000000 Penalty: 5381.973633
	Iteration 165Q: 3 clusters Score -4611632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -4611636.000000 Penalty: 5381.973633
	Iteration 166Q: 3 clusters Score -4611636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -4611638.000000 Penalty: 5381.973633
	Iteration 167Q: 3 clusters Score -4611638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -4611637.500000 Penalty: 5381.973633
	Iteration 168Q: 3 clusters Score -4611638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -4611640.500000 Penalty: 5381.973633
	Iteration 169Q: 3 clusters Score -4611640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -4611643.500000 Penalty: 5381.973633
	Iteration 170Q: 3 clusters Score -4611644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -4611641.000000 Penalty: 5381.973633
	Iteration 171Q: 3 clusters Score -4611641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -4611632.500000 Penalty: 5381.973633
	Iteration 172Q: 3 clusters Score -4611632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -4611629.500000 Penalty: 5381.973633
	Iteration 173Q: 3 clusters Score -4611630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -4611632.500000 Penalty: 5381.973633
	Iteration 174Q: 3 clusters Score -4611632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -4611631.500000 Penalty: 5381.973633
	Iteration 175Q: 3 clusters Score -4611632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -4611637.000000 Penalty: 5381.973633
	Iteration 176Q: 3 clusters Score -4611637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -4611634.500000 Penalty: 5381.973633
	Iteration 177Q: 3 clusters Score -4611634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -4611636.500000 Penalty: 5381.973633
	Iteration 178Q: 3 clusters Score -4611636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -4611638.500000 Penalty: 5381.973633
	Iteration 179Q: 3 clusters Score -4611638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -4611638.500000 Penalty: 5381.973633
	Iteration 180F: 3 clusters Score -4611638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Entering Unmasked Estep 
Score: -1201914.125000 Penalty: 2379.557617
	Iteration 0F: 2 clusters Score -1201914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1191197.875000 Penalty: 4759.115234
	Iteration 0F: 3 clusters Score -1191198 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1194767.000000 Penalty: 4759.115234
	Iteration 1F: 3 clusters Score -1194767 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1195198.500000 Penalty: 4759.115234
	Iteration 2F: 3 clusters Score -1195198 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1195555.750000 Penalty: 4759.115234
	Iteration 3F: 3 clusters Score -1195556 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1195954.375000 Penalty: 4759.115234
	Iteration 4Q: 3 clusters Score -1195954 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1196416.000000 Penalty: 4759.115234
	Iteration 5Q: 3 clusters Score -1196416 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1196884.125000 Penalty: 4759.115234
	Iteration 6F: 3 clusters Score -1196884 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1197360.000000 Penalty: 4759.115234
	Iteration 7Q: 3 clusters Score -1197360 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1197819.875000 Penalty: 4759.115234
	Iteration 8Q: 3 clusters Score -1197820 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1198307.000000 Penalty: 4759.115234
	Iteration 9Q: 3 clusters Score -1198307 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1198756.250000 Penalty: 4759.115234
	Iteration 10Q: 3 clusters Score -1198756 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1199083.500000 Penalty: 4759.115234
	Iteration 11Q: 3 clusters Score -1199084 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1199360.125000 Penalty: 4759.115234
	Iteration 12Q: 3 clusters Score -1199360 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1199574.000000 Penalty: 4759.115234
	Iteration 13Q: 3 clusters Score -1199574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1199752.500000 Penalty: 4759.115234
	Iteration 14Q: 3 clusters Score -1199752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1199912.250000 Penalty: 4759.115234
	Iteration 15Q: 3 clusters Score -1199912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1200013.000000 Penalty: 4759.115234
	Iteration 16Q: 3 clusters Score -1200013 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1200086.625000 Penalty: 4759.115234
	Iteration 17Q: 3 clusters Score -1200087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1200146.375000 Penalty: 4759.115234
	Iteration 18Q: 3 clusters Score -1200146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1200183.750000 Penalty: 4759.115234
	Iteration 19Q: 3 clusters Score -1200184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1200222.500000 Penalty: 4759.115234
	Iteration 20F: 3 clusters Score -1200222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1200243.625000 Penalty: 4759.115234
	Iteration 21Q: 3 clusters Score -1200244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1200267.375000 Penalty: 4759.115234
	Iteration 22Q: 3 clusters Score -1200267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1200290.000000 Penalty: 4759.115234
	Iteration 23Q: 3 clusters Score -1200290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1200304.125000 Penalty: 4759.115234
	Iteration 24Q: 3 clusters Score -1200304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1200329.125000 Penalty: 4759.115234
	Iteration 25Q: 3 clusters Score -1200329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1200345.500000 Penalty: 4759.115234
	Iteration 26Q: 3 clusters Score -1200346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1200362.000000 Penalty: 4759.115234
	Iteration 27Q: 3 clusters Score -1200362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1200374.250000 Penalty: 4759.115234
	Iteration 28Q: 3 clusters Score -1200374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1200379.125000 Penalty: 4759.115234
	Iteration 29Q: 3 clusters Score -1200379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1200382.125000 Penalty: 4759.115234
	Iteration 30Q: 3 clusters Score -1200382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1200385.125000 Penalty: 4759.115234
	Iteration 31Q: 3 clusters Score -1200385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1200391.000000 Penalty: 4759.115234
	Iteration 32Q: 3 clusters Score -1200391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1200396.750000 Penalty: 4759.115234
	Iteration 33Q: 3 clusters Score -1200397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1200404.875000 Penalty: 4759.115234
	Iteration 34Q: 3 clusters Score -1200405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1200405.000000 Penalty: 4759.115234
	Iteration 35Q: 3 clusters Score -1200405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1200408.250000 Penalty: 4759.115234
	Iteration 36Q: 3 clusters Score -1200408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1200409.750000 Penalty: 4759.115234
	Iteration 37Q: 3 clusters Score -1200410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1200411.125000 Penalty: 4759.115234
	Iteration 38Q: 3 clusters Score -1200411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1200412.375000 Penalty: 4759.115234
	Iteration 39Q: 3 clusters Score -1200412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1200413.250000 Penalty: 4759.115234
	Iteration 40F: 3 clusters Score -1200413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1200415.750000 Penalty: 4759.115234
	Iteration 41Q: 3 clusters Score -1200416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1200415.750000 Penalty: 4759.115234
	Iteration 42F: 3 clusters Score -1200416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -559808.750000 Penalty: 2183.100098
	Iteration 0F: 2 clusters Score -559808.8 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 3321 members 
Entering Unmasked Estep 
Score: -554289.312500 Penalty: 4366.200195
	Iteration 0F: 3 clusters Score -554289.3 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -555726.500000 Penalty: 4366.200195
	Iteration 1F: 3 clusters Score -555726.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -555958.250000 Penalty: 4366.200195
	Iteration 2F: 3 clusters Score -555958.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -556094.625000 Penalty: 4366.200195
	Iteration 3Q: 3 clusters Score -556094.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -556182.750000 Penalty: 4366.200195
	Iteration 4Q: 3 clusters Score -556182.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -556236.062500 Penalty: 4366.200195
	Iteration 5Q: 3 clusters Score -556236.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -556274.562500 Penalty: 4366.200195
	Iteration 6Q: 3 clusters Score -556274.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -556302.812500 Penalty: 4366.200195
	Iteration 7Q: 3 clusters Score -556302.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -556328.812500 Penalty: 4366.200195
	Iteration 8Q: 3 clusters Score -556328.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -556353.250000 Penalty: 4366.200195
	Iteration 9Q: 3 clusters Score -556353.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -556366.687500 Penalty: 4366.200195
	Iteration 10Q: 3 clusters Score -556366.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -556382.750000 Penalty: 4366.200195
	Iteration 11Q: 3 clusters Score -556382.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -556396.375000 Penalty: 4366.200195
	Iteration 12Q: 3 clusters Score -556396.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -556409.000000 Penalty: 4366.200195
	Iteration 13Q: 3 clusters Score -556409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -556419.562500 Penalty: 4366.200195
	Iteration 14Q: 3 clusters Score -556419.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -556431.500000 Penalty: 4366.200195
	Iteration 15Q: 3 clusters Score -556431.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -556438.375000 Penalty: 4366.200195
	Iteration 16Q: 3 clusters Score -556438.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -556444.812500 Penalty: 4366.200195
	Iteration 17Q: 3 clusters Score -556444.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -556447.812500 Penalty: 4366.200195
	Iteration 18Q: 3 clusters Score -556447.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -556451.375000 Penalty: 4366.200195
	Iteration 19Q: 3 clusters Score -556451.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -556456.000000 Penalty: 4366.200195
	Iteration 20F: 3 clusters Score -556456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -556460.062500 Penalty: 4366.200195
	Iteration 21Q: 3 clusters Score -556460.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -556463.687500 Penalty: 4366.200195
	Iteration 22Q: 3 clusters Score -556463.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -556467.437500 Penalty: 4366.200195
	Iteration 23Q: 3 clusters Score -556467.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -556467.812500 Penalty: 4366.200195
	Iteration 24Q: 3 clusters Score -556467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -556469.000000 Penalty: 4366.200195
	Iteration 25Q: 3 clusters Score -556469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -556470.187500 Penalty: 4366.200195
	Iteration 26Q: 3 clusters Score -556470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -556472.125000 Penalty: 4366.200195
	Iteration 27Q: 3 clusters Score -556472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -556473.375000 Penalty: 4366.200195
	Iteration 28Q: 3 clusters Score -556473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -556475.437500 Penalty: 4366.200195
	Iteration 29Q: 3 clusters Score -556475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -556476.062500 Penalty: 4366.200195
	Iteration 30Q: 3 clusters Score -556476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -556476.687500 Penalty: 4366.200195
	Iteration 31Q: 3 clusters Score -556476.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -556479.000000 Penalty: 4366.200195
	Iteration 32Q: 3 clusters Score -556479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -556481.750000 Penalty: 4366.200195
	Iteration 33Q: 3 clusters Score -556481.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -556483.937500 Penalty: 4366.200195
	Iteration 34Q: 3 clusters Score -556483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -556485.562500 Penalty: 4366.200195
	Iteration 35Q: 3 clusters Score -556485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -556487.125000 Penalty: 4366.200195
	Iteration 36Q: 3 clusters Score -556487.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -556487.000000 Penalty: 4366.200195
	Iteration 37Q: 3 clusters Score -556487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -556488.187500 Penalty: 4366.200195
	Iteration 38Q: 3 clusters Score -556488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -556487.750000 Penalty: 4366.200195
	Iteration 39Q: 3 clusters Score -556487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -556488.937500 Penalty: 4366.200195
	Iteration 40F: 3 clusters Score -556488.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -556488.500000 Penalty: 4366.200195
	Iteration 41Q: 3 clusters Score -556488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -556488.250000 Penalty: 4366.200195
	Iteration 42Q: 3 clusters Score -556488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -556489.562500 Penalty: 4366.200195
	Iteration 43Q: 3 clusters Score -556489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -556490.187500 Penalty: 4366.200195
	Iteration 44Q: 3 clusters Score -556490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -556490.687500 Penalty: 4366.200195
	Iteration 45Q: 3 clusters Score -556490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -556490.312500 Penalty: 4366.200195
	Iteration 46Q: 3 clusters Score -556490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -556492.000000 Penalty: 4366.200195
	Iteration 47Q: 3 clusters Score -556492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -556491.250000 Penalty: 4366.200195
	Iteration 48Q: 3 clusters Score -556491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -556491.250000 Penalty: 4366.200195
	Iteration 49F: 3 clusters Score -556491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Entering Unmasked Estep 
Score: -2281124.000000 Penalty: 2525.555664
	Iteration 0F: 2 clusters Score -2281124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2262776.500000 Penalty: 5051.111328
	Iteration 0F: 3 clusters Score -2262776 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2269351.500000 Penalty: 5051.111328
	Iteration 1F: 3 clusters Score -2269352 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2270026.500000 Penalty: 5051.111328
	Iteration 2F: 3 clusters Score -2270026 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2270799.750000 Penalty: 5051.111328
	Iteration 3F: 3 clusters Score -2270800 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2271658.000000 Penalty: 5051.111328
	Iteration 4F: 3 clusters Score -2271658 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2272559.500000 Penalty: 5051.111328
	Iteration 5F: 3 clusters Score -2272560 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2273557.750000 Penalty: 5051.111328
	Iteration 6F: 3 clusters Score -2273558 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2274528.750000 Penalty: 5051.111328
	Iteration 7F: 3 clusters Score -2274529 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2275400.750000 Penalty: 5051.111328
	Iteration 8Q: 3 clusters Score -2275401 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2276209.500000 Penalty: 5051.111328
	Iteration 9Q: 3 clusters Score -2276210 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2277094.500000 Penalty: 5051.111328
	Iteration 10Q: 3 clusters Score -2277094 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2277795.500000 Penalty: 5051.111328
	Iteration 11Q: 3 clusters Score -2277796 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2278242.750000 Penalty: 5051.111328
	Iteration 12Q: 3 clusters Score -2278243 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2278475.000000 Penalty: 5051.111328
	Iteration 13Q: 3 clusters Score -2278475 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2278621.750000 Penalty: 5051.111328
	Iteration 14Q: 3 clusters Score -2278622 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2278715.000000 Penalty: 5051.111328
	Iteration 15Q: 3 clusters Score -2278715 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2278812.000000 Penalty: 5051.111328
	Iteration 16Q: 3 clusters Score -2278812 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2278904.500000 Penalty: 5051.111328
	Iteration 17Q: 3 clusters Score -2278904 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2278975.750000 Penalty: 5051.111328
	Iteration 18Q: 3 clusters Score -2278976 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2279050.000000 Penalty: 5051.111328
	Iteration 19Q: 3 clusters Score -2279050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2279114.500000 Penalty: 5051.111328
	Iteration 20F: 3 clusters Score -2279114 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2279179.500000 Penalty: 5051.111328
	Iteration 21Q: 3 clusters Score -2279180 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2279215.000000 Penalty: 5051.111328
	Iteration 22Q: 3 clusters Score -2279215 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2279250.750000 Penalty: 5051.111328
	Iteration 23Q: 3 clusters Score -2279251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2279272.500000 Penalty: 5051.111328
	Iteration 24Q: 3 clusters Score -2279272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2279273.750000 Penalty: 5051.111328
	Iteration 25Q: 3 clusters Score -2279274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2279288.250000 Penalty: 5051.111328
	Iteration 26Q: 3 clusters Score -2279288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2279288.750000 Penalty: 5051.111328
	Iteration 27Q: 3 clusters Score -2279289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2279297.500000 Penalty: 5051.111328
	Iteration 28Q: 3 clusters Score -2279298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2279307.000000 Penalty: 5051.111328
	Iteration 29Q: 3 clusters Score -2279307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2279302.750000 Penalty: 5051.111328
	Iteration 30Q: 3 clusters Score -2279303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2279310.250000 Penalty: 5051.111328
	Iteration 31Q: 3 clusters Score -2279310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2279313.500000 Penalty: 5051.111328
	Iteration 32Q: 3 clusters Score -2279314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2279317.250000 Penalty: 5051.111328
	Iteration 33Q: 3 clusters Score -2279317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2279315.000000 Penalty: 5051.111328
	Iteration 34Q: 3 clusters Score -2279315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2279310.500000 Penalty: 5051.111328
	Iteration 35Q: 3 clusters Score -2279310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2279315.750000 Penalty: 5051.111328
	Iteration 36Q: 3 clusters Score -2279316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2279317.750000 Penalty: 5051.111328
	Iteration 37Q: 3 clusters Score -2279318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2279321.000000 Penalty: 5051.111328
	Iteration 38Q: 3 clusters Score -2279321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2279324.500000 Penalty: 5051.111328
	Iteration 39Q: 3 clusters Score -2279324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2279327.000000 Penalty: 5051.111328
	Iteration 40F: 3 clusters Score -2279327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2279320.750000 Penalty: 5051.111328
	Iteration 41Q: 3 clusters Score -2279321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2279321.750000 Penalty: 5051.111328
	Iteration 42Q: 3 clusters Score -2279322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2279319.000000 Penalty: 5051.111328
	Iteration 43Q: 3 clusters Score -2279319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2279316.750000 Penalty: 5051.111328
	Iteration 44Q: 3 clusters Score -2279317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2279316.750000 Penalty: 5051.111328
	Iteration 45F: 3 clusters Score -2279317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Entering Unmasked Estep 
Score: -1573009.000000 Penalty: 2432.266846
	Iteration 0F: 2 clusters Score -1573009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1560149.375000 Penalty: 4864.533691
	Iteration 0F: 3 clusters Score -1560149 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1564433.125000 Penalty: 4864.533691
	Iteration 1F: 3 clusters Score -1564433 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1564851.500000 Penalty: 4864.533691
	Iteration 2F: 3 clusters Score -1564852 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1565225.625000 Penalty: 4864.533691
	Iteration 3Q: 3 clusters Score -1565226 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1565619.875000 Penalty: 4864.533691
	Iteration 4Q: 3 clusters Score -1565620 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1566101.750000 Penalty: 4864.533691
	Iteration 5Q: 3 clusters Score -1566102 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1566669.750000 Penalty: 4864.533691
	Iteration 6Q: 3 clusters Score -1566670 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1567382.500000 Penalty: 4864.533691
	Iteration 7F: 3 clusters Score -1567382 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1568107.375000 Penalty: 4864.533691
	Iteration 8F: 3 clusters Score -1568107 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1568797.000000 Penalty: 4864.533691
	Iteration 9F: 3 clusters Score -1568797 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1569449.250000 Penalty: 4864.533691
	Iteration 10Q: 3 clusters Score -1569449 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1570051.000000 Penalty: 4864.533691
	Iteration 11Q: 3 clusters Score -1570051 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1570618.875000 Penalty: 4864.533691
	Iteration 12Q: 3 clusters Score -1570619 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1571067.625000 Penalty: 4864.533691
	Iteration 13Q: 3 clusters Score -1571068 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1571434.250000 Penalty: 4864.533691
	Iteration 14Q: 3 clusters Score -1571434 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1571704.875000 Penalty: 4864.533691
	Iteration 15Q: 3 clusters Score -1571705 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1571932.125000 Penalty: 4864.533691
	Iteration 16Q: 3 clusters Score -1571932 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1572142.250000 Penalty: 4864.533691
	Iteration 17Q: 3 clusters Score -1572142 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1572364.625000 Penalty: 4864.533691
	Iteration 18Q: 3 clusters Score -1572365 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1572584.875000 Penalty: 4864.533691
	Iteration 19Q: 3 clusters Score -1572585 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1572771.000000 Penalty: 4864.533691
	Iteration 20F: 3 clusters Score -1572771 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1572908.750000 Penalty: 4864.533691
	Iteration 21Q: 3 clusters Score -1572909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1573004.250000 Penalty: 4864.533691
	Iteration 22Q: 3 clusters Score -1573004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1573050.625000 Penalty: 4864.533691
	Iteration 23Q: 3 clusters Score -1573051 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1573086.500000 Penalty: 4864.533691
	Iteration 24Q: 3 clusters Score -1573086 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1573115.375000 Penalty: 4864.533691
	Iteration 25Q: 3 clusters Score -1573115 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1573134.625000 Penalty: 4864.533691
	Iteration 26Q: 3 clusters Score -1573135 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1573167.375000 Penalty: 4864.533691
	Iteration 27Q: 3 clusters Score -1573167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1573190.000000 Penalty: 4864.533691
	Iteration 28Q: 3 clusters Score -1573190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1573206.250000 Penalty: 4864.533691
	Iteration 29Q: 3 clusters Score -1573206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1573219.500000 Penalty: 4864.533691
	Iteration 30Q: 3 clusters Score -1573220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1573229.125000 Penalty: 4864.533691
	Iteration 31Q: 3 clusters Score -1573229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1573236.500000 Penalty: 4864.533691
	Iteration 32Q: 3 clusters Score -1573236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1573240.125000 Penalty: 4864.533691
	Iteration 33Q: 3 clusters Score -1573240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1573240.250000 Penalty: 4864.533691
	Iteration 34Q: 3 clusters Score -1573240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1573245.625000 Penalty: 4864.533691
	Iteration 35Q: 3 clusters Score -1573246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1573248.625000 Penalty: 4864.533691
	Iteration 36Q: 3 clusters Score -1573249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1573249.625000 Penalty: 4864.533691
	Iteration 37Q: 3 clusters Score -1573250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1573248.750000 Penalty: 4864.533691
	Iteration 38Q: 3 clusters Score -1573249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1573249.000000 Penalty: 4864.533691
	Iteration 39Q: 3 clusters Score -1573249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1573248.750000 Penalty: 4864.533691
	Iteration 40F: 3 clusters Score -1573249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1573250.500000 Penalty: 4864.533691
	Iteration 41Q: 3 clusters Score -1573250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1573255.500000 Penalty: 4864.533691
	Iteration 42Q: 3 clusters Score -1573256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1573251.750000 Penalty: 4864.533691
	Iteration 43Q: 3 clusters Score -1573252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1573251.125000 Penalty: 4864.533691
	Iteration 44Q: 3 clusters Score -1573251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1573252.250000 Penalty: 4864.533691
	Iteration 45Q: 3 clusters Score -1573252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1573252.250000 Penalty: 4864.533691
	Iteration 46F: 3 clusters Score -1573252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 6796 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 11374 members 
Entering Unmasked Estep 
Score: -112999152.000000 Penalty: 129393.078125
Splitting cluster 6 changes total score from -113000336.000000 to -112999152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Entering Unmasked Estep 
Score: -1294802.250000 Penalty: 2402.270508
	Iteration 0F: 2 clusters Score -1294802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1283285.375000 Penalty: 4804.541016
	Iteration 0F: 3 clusters Score -1283285 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1287072.375000 Penalty: 4804.541016
	Iteration 1F: 3 clusters Score -1287072 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1287663.250000 Penalty: 4804.541016
	Iteration 2F: 3 clusters Score -1287663 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1288374.125000 Penalty: 4804.541016
	Iteration 3F: 3 clusters Score -1288374 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1289211.625000 Penalty: 4804.541016
	Iteration 4F: 3 clusters Score -1289212 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1290239.625000 Penalty: 4804.541016
	Iteration 5F: 3 clusters Score -1290240 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1291267.125000 Penalty: 4804.541016
	Iteration 6F: 3 clusters Score -1291267 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1292065.625000 Penalty: 4804.541016
	Iteration 7F: 3 clusters Score -1292066 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1292532.875000 Penalty: 4804.541016
	Iteration 8Q: 3 clusters Score -1292533 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1292823.625000 Penalty: 4804.541016
	Iteration 9Q: 3 clusters Score -1292824 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1292970.000000 Penalty: 4804.541016
	Iteration 10Q: 3 clusters Score -1292970 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1293049.500000 Penalty: 4804.541016
	Iteration 11Q: 3 clusters Score -1293050 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1293104.625000 Penalty: 4804.541016
	Iteration 12Q: 3 clusters Score -1293105 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1293140.375000 Penalty: 4804.541016
	Iteration 13Q: 3 clusters Score -1293140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1293168.750000 Penalty: 4804.541016
	Iteration 14Q: 3 clusters Score -1293169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1293191.000000 Penalty: 4804.541016
	Iteration 15Q: 3 clusters Score -1293191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1293203.875000 Penalty: 4804.541016
	Iteration 16Q: 3 clusters Score -1293204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1293212.875000 Penalty: 4804.541016
	Iteration 17Q: 3 clusters Score -1293213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1293223.375000 Penalty: 4804.541016
	Iteration 18Q: 3 clusters Score -1293223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1293224.875000 Penalty: 4804.541016
	Iteration 19Q: 3 clusters Score -1293225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1293231.000000 Penalty: 4804.541016
	Iteration 20F: 3 clusters Score -1293231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1293234.375000 Penalty: 4804.541016
	Iteration 21Q: 3 clusters Score -1293234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1293251.375000 Penalty: 4804.541016
	Iteration 22Q: 3 clusters Score -1293251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1293251.875000 Penalty: 4804.541016
	Iteration 23Q: 3 clusters Score -1293252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1293253.375000 Penalty: 4804.541016
	Iteration 24Q: 3 clusters Score -1293253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1293263.250000 Penalty: 4804.541016
	Iteration 25Q: 3 clusters Score -1293263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1293268.750000 Penalty: 4804.541016
	Iteration 26Q: 3 clusters Score -1293269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1293268.500000 Penalty: 4804.541016
	Iteration 27Q: 3 clusters Score -1293268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1293277.500000 Penalty: 4804.541016
	Iteration 28Q: 3 clusters Score -1293278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1293281.625000 Penalty: 4804.541016
	Iteration 29Q: 3 clusters Score -1293282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1293290.625000 Penalty: 4804.541016
	Iteration 30Q: 3 clusters Score -1293291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1293304.375000 Penalty: 4804.541016
	Iteration 31Q: 3 clusters Score -1293304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1293318.125000 Penalty: 4804.541016
	Iteration 32Q: 3 clusters Score -1293318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1293335.250000 Penalty: 4804.541016
	Iteration 33Q: 3 clusters Score -1293335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1293348.625000 Penalty: 4804.541016
	Iteration 34Q: 3 clusters Score -1293349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1293367.500000 Penalty: 4804.541016
	Iteration 35Q: 3 clusters Score -1293368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1293375.625000 Penalty: 4804.541016
	Iteration 36Q: 3 clusters Score -1293376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1293387.000000 Penalty: 4804.541016
	Iteration 37Q: 3 clusters Score -1293387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1293397.250000 Penalty: 4804.541016
	Iteration 38Q: 3 clusters Score -1293397 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1293413.625000 Penalty: 4804.541016
	Iteration 39Q: 3 clusters Score -1293414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1293422.250000 Penalty: 4804.541016
	Iteration 40F: 3 clusters Score -1293422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1293433.500000 Penalty: 4804.541016
	Iteration 41Q: 3 clusters Score -1293434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1293441.125000 Penalty: 4804.541016
	Iteration 42Q: 3 clusters Score -1293441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1293449.375000 Penalty: 4804.541016
	Iteration 43Q: 3 clusters Score -1293449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1293459.250000 Penalty: 4804.541016
	Iteration 44Q: 3 clusters Score -1293459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1293469.750000 Penalty: 4804.541016
	Iteration 45Q: 3 clusters Score -1293470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1293482.500000 Penalty: 4804.541016
	Iteration 46Q: 3 clusters Score -1293482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1293487.750000 Penalty: 4804.541016
	Iteration 47Q: 3 clusters Score -1293488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1293494.000000 Penalty: 4804.541016
	Iteration 48Q: 3 clusters Score -1293494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1293503.250000 Penalty: 4804.541016
	Iteration 49Q: 3 clusters Score -1293503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1293513.250000 Penalty: 4804.541016
	Iteration 50Q: 3 clusters Score -1293513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1293532.000000 Penalty: 4804.541016
	Iteration 51Q: 3 clusters Score -1293532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1293543.250000 Penalty: 4804.541016
	Iteration 52Q: 3 clusters Score -1293543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1293548.000000 Penalty: 4804.541016
	Iteration 53Q: 3 clusters Score -1293548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1293565.250000 Penalty: 4804.541016
	Iteration 54Q: 3 clusters Score -1293565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1293578.875000 Penalty: 4804.541016
	Iteration 55Q: 3 clusters Score -1293579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1293596.250000 Penalty: 4804.541016
	Iteration 56Q: 3 clusters Score -1293596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1293612.000000 Penalty: 4804.541016
	Iteration 57Q: 3 clusters Score -1293612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1293634.500000 Penalty: 4804.541016
	Iteration 58Q: 3 clusters Score -1293634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1293670.125000 Penalty: 4804.541016
	Iteration 59Q: 3 clusters Score -1293670 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1293714.125000 Penalty: 4804.541016
	Iteration 60F: 3 clusters Score -1293714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1293763.750000 Penalty: 4804.541016
	Iteration 61Q: 3 clusters Score -1293764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1293831.250000 Penalty: 4804.541016
	Iteration 62Q: 3 clusters Score -1293831 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1293886.375000 Penalty: 4804.541016
	Iteration 63Q: 3 clusters Score -1293886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1293931.125000 Penalty: 4804.541016
	Iteration 64Q: 3 clusters Score -1293931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1293975.750000 Penalty: 4804.541016
	Iteration 65Q: 3 clusters Score -1293976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1294004.250000 Penalty: 4804.541016
	Iteration 66Q: 3 clusters Score -1294004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1294016.750000 Penalty: 4804.541016
	Iteration 67Q: 3 clusters Score -1294017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1294022.000000 Penalty: 4804.541016
	Iteration 68Q: 3 clusters Score -1294022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1294025.125000 Penalty: 4804.541016
	Iteration 69Q: 3 clusters Score -1294025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1294025.500000 Penalty: 4804.541016
	Iteration 70Q: 3 clusters Score -1294026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1294028.875000 Penalty: 4804.541016
	Iteration 71Q: 3 clusters Score -1294029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1294029.625000 Penalty: 4804.541016
	Iteration 72Q: 3 clusters Score -1294030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1294029.125000 Penalty: 4804.541016
	Iteration 73Q: 3 clusters Score -1294029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1294028.125000 Penalty: 4804.541016
	Iteration 74Q: 3 clusters Score -1294028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1294027.375000 Penalty: 4804.541016
	Iteration 75Q: 3 clusters Score -1294027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1294027.500000 Penalty: 4804.541016
	Iteration 76Q: 3 clusters Score -1294028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1294027.500000 Penalty: 4804.541016
	Iteration 77F: 3 clusters Score -1294028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -811431.875000 Penalty: 2286.533691
	Iteration 0F: 2 clusters Score -811431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -803675.375000 Penalty: 4573.067383
	Iteration 0F: 3 clusters Score -803675.4 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -806042.125000 Penalty: 4573.067383
	Iteration 1F: 3 clusters Score -806042.1 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -806438.625000 Penalty: 4573.067383
	Iteration 2F: 3 clusters Score -806438.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -806789.875000 Penalty: 4573.067383
	Iteration 3F: 3 clusters Score -806789.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -807139.625000 Penalty: 4573.067383
	Iteration 4F: 3 clusters Score -807139.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -807504.250000 Penalty: 4573.067383
	Iteration 5F: 3 clusters Score -807504.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -807835.250000 Penalty: 4573.067383
	Iteration 6Q: 3 clusters Score -807835.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -808145.250000 Penalty: 4573.067383
	Iteration 7Q: 3 clusters Score -808145.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -808419.625000 Penalty: 4573.067383
	Iteration 8Q: 3 clusters Score -808419.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -808704.375000 Penalty: 4573.067383
	Iteration 9Q: 3 clusters Score -808704.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -808946.187500 Penalty: 4573.067383
	Iteration 10Q: 3 clusters Score -808946.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -809174.875000 Penalty: 4573.067383
	Iteration 11Q: 3 clusters Score -809174.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -809350.750000 Penalty: 4573.067383
	Iteration 12Q: 3 clusters Score -809350.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -809479.062500 Penalty: 4573.067383
	Iteration 13Q: 3 clusters Score -809479.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -809576.750000 Penalty: 4573.067383
	Iteration 14Q: 3 clusters Score -809576.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -809661.687500 Penalty: 4573.067383
	Iteration 15Q: 3 clusters Score -809661.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -809715.437500 Penalty: 4573.067383
	Iteration 16Q: 3 clusters Score -809715.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -809757.375000 Penalty: 4573.067383
	Iteration 17Q: 3 clusters Score -809757.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -809781.875000 Penalty: 4573.067383
	Iteration 18Q: 3 clusters Score -809781.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -809807.812500 Penalty: 4573.067383
	Iteration 19Q: 3 clusters Score -809807.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -809824.000000 Penalty: 4573.067383
	Iteration 20F: 3 clusters Score -809824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -809833.125000 Penalty: 4573.067383
	Iteration 21Q: 3 clusters Score -809833.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -809847.750000 Penalty: 4573.067383
	Iteration 22Q: 3 clusters Score -809847.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -809855.437500 Penalty: 4573.067383
	Iteration 23Q: 3 clusters Score -809855.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -809859.812500 Penalty: 4573.067383
	Iteration 24Q: 3 clusters Score -809859.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -809867.875000 Penalty: 4573.067383
	Iteration 25Q: 3 clusters Score -809867.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -809869.437500 Penalty: 4573.067383
	Iteration 26Q: 3 clusters Score -809869.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -809876.437500 Penalty: 4573.067383
	Iteration 27Q: 3 clusters Score -809876.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -809880.312500 Penalty: 4573.067383
	Iteration 28Q: 3 clusters Score -809880.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -809882.062500 Penalty: 4573.067383
	Iteration 29Q: 3 clusters Score -809882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -809885.187500 Penalty: 4573.067383
	Iteration 30Q: 3 clusters Score -809885.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -809888.937500 Penalty: 4573.067383
	Iteration 31Q: 3 clusters Score -809888.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -809892.062500 Penalty: 4573.067383
	Iteration 32Q: 3 clusters Score -809892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -809895.875000 Penalty: 4573.067383
	Iteration 33Q: 3 clusters Score -809895.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -809898.687500 Penalty: 4573.067383
	Iteration 34Q: 3 clusters Score -809898.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -809903.312500 Penalty: 4573.067383
	Iteration 35Q: 3 clusters Score -809903.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -809908.625000 Penalty: 4573.067383
	Iteration 36Q: 3 clusters Score -809908.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -809912.937500 Penalty: 4573.067383
	Iteration 37Q: 3 clusters Score -809912.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -809917.625000 Penalty: 4573.067383
	Iteration 38Q: 3 clusters Score -809917.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -809919.687500 Penalty: 4573.067383
	Iteration 39Q: 3 clusters Score -809919.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -809920.250000 Penalty: 4573.067383
	Iteration 40F: 3 clusters Score -809920.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -809924.000000 Penalty: 4573.067383
	Iteration 41Q: 3 clusters Score -809924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -809926.312500 Penalty: 4573.067383
	Iteration 42Q: 3 clusters Score -809926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -809928.375000 Penalty: 4573.067383
	Iteration 43Q: 3 clusters Score -809928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -809930.187500 Penalty: 4573.067383
	Iteration 44Q: 3 clusters Score -809930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -809932.875000 Penalty: 4573.067383
	Iteration 45Q: 3 clusters Score -809932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -809931.687500 Penalty: 4573.067383
	Iteration 46Q: 3 clusters Score -809931.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -809933.812500 Penalty: 4573.067383
	Iteration 47Q: 3 clusters Score -809933.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809936.750000 Penalty: 4573.067383
	Iteration 48Q: 3 clusters Score -809936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -809938.500000 Penalty: 4573.067383
	Iteration 49Q: 3 clusters Score -809938.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -809941.375000 Penalty: 4573.067383
	Iteration 50Q: 3 clusters Score -809941.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -809944.375000 Penalty: 4573.067383
	Iteration 51Q: 3 clusters Score -809944.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -809949.312500 Penalty: 4573.067383
	Iteration 52Q: 3 clusters Score -809949.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -809952.062500 Penalty: 4573.067383
	Iteration 53Q: 3 clusters Score -809952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -809952.750000 Penalty: 4573.067383
	Iteration 54Q: 3 clusters Score -809952.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -809953.187500 Penalty: 4573.067383
	Iteration 55Q: 3 clusters Score -809953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -809957.375000 Penalty: 4573.067383
	Iteration 56Q: 3 clusters Score -809957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -809960.187500 Penalty: 4573.067383
	Iteration 57Q: 3 clusters Score -809960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -809959.187500 Penalty: 4573.067383
	Iteration 58Q: 3 clusters Score -809959.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -809964.187500 Penalty: 4573.067383
	Iteration 59Q: 3 clusters Score -809964.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -809964.062500 Penalty: 4573.067383
	Iteration 60F: 3 clusters Score -809964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -809967.000000 Penalty: 4573.067383
	Iteration 61Q: 3 clusters Score -809967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -809968.187500 Penalty: 4573.067383
	Iteration 62Q: 3 clusters Score -809968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809968.875000 Penalty: 4573.067383
	Iteration 63Q: 3 clusters Score -809968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -809968.812500 Penalty: 4573.067383
	Iteration 64Q: 3 clusters Score -809968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -809969.687500 Penalty: 4573.067383
	Iteration 65Q: 3 clusters Score -809969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809968.125000 Penalty: 4573.067383
	Iteration 66Q: 3 clusters Score -809968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809968.000000 Penalty: 4573.067383
	Iteration 67Q: 3 clusters Score -809968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809968.750000 Penalty: 4573.067383
	Iteration 68Q: 3 clusters Score -809968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -809968.687500 Penalty: 4573.067383
	Iteration 69Q: 3 clusters Score -809968.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809968.125000 Penalty: 4573.067383
	Iteration 70Q: 3 clusters Score -809968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -809968.062500 Penalty: 4573.067383
	Iteration 71Q: 3 clusters Score -809968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809968.500000 Penalty: 4573.067383
	Iteration 72Q: 3 clusters Score -809968.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -809968.500000 Penalty: 4573.067383
	Iteration 73F: 3 clusters Score -809968.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Entering Unmasked Estep 
Score: -1608025.625000 Penalty: 2437.065430
	Iteration 0F: 2 clusters Score -1608026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1595010.250000 Penalty: 4874.130859
	Iteration 0F: 3 clusters Score -1595010 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1599156.750000 Penalty: 4874.130859
	Iteration 1F: 3 clusters Score -1599157 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1599495.250000 Penalty: 4874.130859
	Iteration 2F: 3 clusters Score -1599495 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1599812.625000 Penalty: 4874.130859
	Iteration 3Q: 3 clusters Score -1599813 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1600064.375000 Penalty: 4874.130859
	Iteration 4Q: 3 clusters Score -1600064 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1600301.375000 Penalty: 4874.130859
	Iteration 5Q: 3 clusters Score -1600301 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1600523.750000 Penalty: 4874.130859
	Iteration 6Q: 3 clusters Score -1600524 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1600740.000000 Penalty: 4874.130859
	Iteration 7Q: 3 clusters Score -1600740 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1601009.250000 Penalty: 4874.130859
	Iteration 8Q: 3 clusters Score -1601009 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1601322.375000 Penalty: 4874.130859
	Iteration 9Q: 3 clusters Score -1601322 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1601706.000000 Penalty: 4874.130859
	Iteration 10Q: 3 clusters Score -1601706 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1602179.625000 Penalty: 4874.130859
	Iteration 11Q: 3 clusters Score -1602180 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1602742.750000 Penalty: 4874.130859
	Iteration 12Q: 3 clusters Score -1602743 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1603372.625000 Penalty: 4874.130859
	Iteration 13Q: 3 clusters Score -1603373 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1603930.875000 Penalty: 4874.130859
	Iteration 14Q: 3 clusters Score -1603931 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1604409.500000 Penalty: 4874.130859
	Iteration 15Q: 3 clusters Score -1604410 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1604751.500000 Penalty: 4874.130859
	Iteration 16Q: 3 clusters Score -1604752 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1605054.625000 Penalty: 4874.130859
	Iteration 17Q: 3 clusters Score -1605055 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1605267.750000 Penalty: 4874.130859
	Iteration 18Q: 3 clusters Score -1605268 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1605428.375000 Penalty: 4874.130859
	Iteration 19Q: 3 clusters Score -1605428 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1605545.250000 Penalty: 4874.130859
	Iteration 20F: 3 clusters Score -1605545 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1605637.875000 Penalty: 4874.130859
	Iteration 21Q: 3 clusters Score -1605638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1605721.375000 Penalty: 4874.130859
	Iteration 22Q: 3 clusters Score -1605721 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1605773.750000 Penalty: 4874.130859
	Iteration 23Q: 3 clusters Score -1605774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1605814.125000 Penalty: 4874.130859
	Iteration 24Q: 3 clusters Score -1605814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1605850.375000 Penalty: 4874.130859
	Iteration 25Q: 3 clusters Score -1605850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1605883.875000 Penalty: 4874.130859
	Iteration 26Q: 3 clusters Score -1605884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1605911.500000 Penalty: 4874.130859
	Iteration 27Q: 3 clusters Score -1605912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1605929.875000 Penalty: 4874.130859
	Iteration 28Q: 3 clusters Score -1605930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1605950.500000 Penalty: 4874.130859
	Iteration 29Q: 3 clusters Score -1605950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1605967.625000 Penalty: 4874.130859
	Iteration 30Q: 3 clusters Score -1605968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1605990.750000 Penalty: 4874.130859
	Iteration 31Q: 3 clusters Score -1605991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1606002.000000 Penalty: 4874.130859
	Iteration 32Q: 3 clusters Score -1606002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1606013.625000 Penalty: 4874.130859
	Iteration 33Q: 3 clusters Score -1606014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1606037.375000 Penalty: 4874.130859
	Iteration 34Q: 3 clusters Score -1606037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1606049.375000 Penalty: 4874.130859
	Iteration 35Q: 3 clusters Score -1606049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1606060.375000 Penalty: 4874.130859
	Iteration 36Q: 3 clusters Score -1606060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1606070.000000 Penalty: 4874.130859
	Iteration 37Q: 3 clusters Score -1606070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1606077.625000 Penalty: 4874.130859
	Iteration 38Q: 3 clusters Score -1606078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1606082.000000 Penalty: 4874.130859
	Iteration 39Q: 3 clusters Score -1606082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1606081.375000 Penalty: 4874.130859
	Iteration 40F: 3 clusters Score -1606081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1606084.875000 Penalty: 4874.130859
	Iteration 41Q: 3 clusters Score -1606085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1606085.750000 Penalty: 4874.130859
	Iteration 42Q: 3 clusters Score -1606086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1606088.750000 Penalty: 4874.130859
	Iteration 43Q: 3 clusters Score -1606089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1606089.875000 Penalty: 4874.130859
	Iteration 44Q: 3 clusters Score -1606090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1606091.375000 Penalty: 4874.130859
	Iteration 45Q: 3 clusters Score -1606091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1606092.500000 Penalty: 4874.130859
	Iteration 46Q: 3 clusters Score -1606092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1606090.250000 Penalty: 4874.130859
	Iteration 47Q: 3 clusters Score -1606090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1606088.500000 Penalty: 4874.130859
	Iteration 48Q: 3 clusters Score -1606088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1606090.875000 Penalty: 4874.130859
	Iteration 49Q: 3 clusters Score -1606091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1606090.875000 Penalty: 4874.130859
	Iteration 50F: 3 clusters Score -1606091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -424740.437500 Penalty: 2167.841553
	Iteration 0F: 2 clusters Score -424740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -419519.468750 Penalty: 4335.683105
	Iteration 0F: 3 clusters Score -419519.5 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -421467.937500 Penalty: 4335.683105
	Iteration 1F: 3 clusters Score -421467.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -422298.062500 Penalty: 4335.683105
	Iteration 2F: 3 clusters Score -422298.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -422933.812500 Penalty: 4335.683105
	Iteration 3F: 3 clusters Score -422933.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -423314.875000 Penalty: 4335.683105
	Iteration 4F: 3 clusters Score -423314.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -423508.843750 Penalty: 4335.683105
	Iteration 5Q: 3 clusters Score -423508.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -423640.000000 Penalty: 4335.683105
	Iteration 6Q: 3 clusters Score -423640 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -423726.375000 Penalty: 4335.683105
	Iteration 7Q: 3 clusters Score -423726.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -423785.625000 Penalty: 4335.683105
	Iteration 8Q: 3 clusters Score -423785.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -423837.468750 Penalty: 4335.683105
	Iteration 9Q: 3 clusters Score -423837.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -423888.750000 Penalty: 4335.683105
	Iteration 10Q: 3 clusters Score -423888.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -423946.718750 Penalty: 4335.683105
	Iteration 11Q: 3 clusters Score -423946.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -423999.750000 Penalty: 4335.683105
	Iteration 12Q: 3 clusters Score -423999.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -424050.031250 Penalty: 4335.683105
	Iteration 13Q: 3 clusters Score -424050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -424095.281250 Penalty: 4335.683105
	Iteration 14Q: 3 clusters Score -424095.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -424131.093750 Penalty: 4335.683105
	Iteration 15Q: 3 clusters Score -424131.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -424163.875000 Penalty: 4335.683105
	Iteration 16Q: 3 clusters Score -424163.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -424186.125000 Penalty: 4335.683105
	Iteration 17Q: 3 clusters Score -424186.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -424199.562500 Penalty: 4335.683105
	Iteration 18Q: 3 clusters Score -424199.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -424214.437500 Penalty: 4335.683105
	Iteration 19Q: 3 clusters Score -424214.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -424229.187500 Penalty: 4335.683105
	Iteration 20F: 3 clusters Score -424229.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -424245.062500 Penalty: 4335.683105
	Iteration 21Q: 3 clusters Score -424245.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -424260.625000 Penalty: 4335.683105
	Iteration 22Q: 3 clusters Score -424260.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -424275.343750 Penalty: 4335.683105
	Iteration 23Q: 3 clusters Score -424275.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -424299.031250 Penalty: 4335.683105
	Iteration 24Q: 3 clusters Score -424299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -424326.812500 Penalty: 4335.683105
	Iteration 25Q: 3 clusters Score -424326.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -424366.531250 Penalty: 4335.683105
	Iteration 26Q: 3 clusters Score -424366.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -424410.156250 Penalty: 4335.683105
	Iteration 27Q: 3 clusters Score -424410.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -424464.062500 Penalty: 4335.683105
	Iteration 28Q: 3 clusters Score -424464.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -424511.468750 Penalty: 4335.683105
	Iteration 29Q: 3 clusters Score -424511.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -424561.093750 Penalty: 4335.683105
	Iteration 30Q: 3 clusters Score -424561.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -424606.375000 Penalty: 4335.683105
	Iteration 31Q: 3 clusters Score -424606.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -424638.343750 Penalty: 4335.683105
	Iteration 32Q: 3 clusters Score -424638.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -424664.312500 Penalty: 4335.683105
	Iteration 33Q: 3 clusters Score -424664.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -424687.687500 Penalty: 4335.683105
	Iteration 34Q: 3 clusters Score -424687.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -424707.843750 Penalty: 4335.683105
	Iteration 35Q: 3 clusters Score -424707.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -424721.093750 Penalty: 4335.683105
	Iteration 36Q: 3 clusters Score -424721.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -424732.187500 Penalty: 4335.683105
	Iteration 37Q: 3 clusters Score -424732.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -424738.218750 Penalty: 4335.683105
	Iteration 38Q: 3 clusters Score -424738.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -424745.593750 Penalty: 4335.683105
	Iteration 39Q: 3 clusters Score -424745.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -424752.656250 Penalty: 4335.683105
	Iteration 40F: 3 clusters Score -424752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -424757.125000 Penalty: 4335.683105
	Iteration 41Q: 3 clusters Score -424757.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -424760.468750 Penalty: 4335.683105
	Iteration 42Q: 3 clusters Score -424760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -424762.250000 Penalty: 4335.683105
	Iteration 43Q: 3 clusters Score -424762.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -424765.906250 Penalty: 4335.683105
	Iteration 44Q: 3 clusters Score -424765.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -424771.156250 Penalty: 4335.683105
	Iteration 45Q: 3 clusters Score -424771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -424775.250000 Penalty: 4335.683105
	Iteration 46Q: 3 clusters Score -424775.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -424778.031250 Penalty: 4335.683105
	Iteration 47Q: 3 clusters Score -424778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -424781.656250 Penalty: 4335.683105
	Iteration 48Q: 3 clusters Score -424781.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -424783.437500 Penalty: 4335.683105
	Iteration 49Q: 3 clusters Score -424783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -424785.687500 Penalty: 4335.683105
	Iteration 50Q: 3 clusters Score -424785.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -424788.406250 Penalty: 4335.683105
	Iteration 51Q: 3 clusters Score -424788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -424791.531250 Penalty: 4335.683105
	Iteration 52Q: 3 clusters Score -424791.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -424792.312500 Penalty: 4335.683105
	Iteration 53Q: 3 clusters Score -424792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -424793.031250 Penalty: 4335.683105
	Iteration 54Q: 3 clusters Score -424793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -424793.750000 Penalty: 4335.683105
	Iteration 55Q: 3 clusters Score -424793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -424795.343750 Penalty: 4335.683105
	Iteration 56Q: 3 clusters Score -424795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -424796.406250 Penalty: 4335.683105
	Iteration 57Q: 3 clusters Score -424796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -424796.250000 Penalty: 4335.683105
	Iteration 58Q: 3 clusters Score -424796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -424797.500000 Penalty: 4335.683105
	Iteration 59Q: 3 clusters Score -424797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -424798.125000 Penalty: 4335.683105
	Iteration 60F: 3 clusters Score -424798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -424799.781250 Penalty: 4335.683105
	Iteration 61Q: 3 clusters Score -424799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -424802.843750 Penalty: 4335.683105
	Iteration 62Q: 3 clusters Score -424802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -424803.156250 Penalty: 4335.683105
	Iteration 63Q: 3 clusters Score -424803.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -424804.562500 Penalty: 4335.683105
	Iteration 64Q: 3 clusters Score -424804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -424806.875000 Penalty: 4335.683105
	Iteration 65Q: 3 clusters Score -424806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -424808.687500 Penalty: 4335.683105
	Iteration 66Q: 3 clusters Score -424808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -424811.031250 Penalty: 4335.683105
	Iteration 67Q: 3 clusters Score -424811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -424813.562500 Penalty: 4335.683105
	Iteration 68Q: 3 clusters Score -424813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -424813.718750 Penalty: 4335.683105
	Iteration 69Q: 3 clusters Score -424813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -424813.937500 Penalty: 4335.683105
	Iteration 70Q: 3 clusters Score -424813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -424814.031250 Penalty: 4335.683105
	Iteration 71Q: 3 clusters Score -424814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -424815.843750 Penalty: 4335.683105
	Iteration 72Q: 3 clusters Score -424815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -424816.562500 Penalty: 4335.683105
	Iteration 73Q: 3 clusters Score -424816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -424818.718750 Penalty: 4335.683105
	Iteration 74Q: 3 clusters Score -424818.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -424820.593750 Penalty: 4335.683105
	Iteration 75Q: 3 clusters Score -424820.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -424823.812500 Penalty: 4335.683105
	Iteration 76Q: 3 clusters Score -424823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -424825.968750 Penalty: 4335.683105
	Iteration 77Q: 3 clusters Score -424826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -424826.937500 Penalty: 4335.683105
	Iteration 78Q: 3 clusters Score -424826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -424827.093750 Penalty: 4335.683105
	Iteration 79Q: 3 clusters Score -424827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -424827.218750 Penalty: 4335.683105
	Iteration 80F: 3 clusters Score -424827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 3920 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 2336 members 
Entering Unmasked Estep 
Score: -112998992.000000 Penalty: 129393.078125
Splitting cluster 10 changes total score from -113000336.000000 to -112998992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (101583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Entering Unmasked Estep 
Score: -8924470.000000 Penalty: 2859.100586
	Iteration 0F: 2 clusters Score -8924470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -8856348.000000 Penalty: 5718.201172
	Iteration 0F: 3 clusters Score -8856348 nChanged 48171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -8883657.000000 Penalty: 5718.201172
	Iteration 1F: 3 clusters Score -8883657 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -8884207.000000 Penalty: 5718.201172
	Iteration 2Q: 3 clusters Score -8884207 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -8884738.000000 Penalty: 5718.201172
	Iteration 3Q: 3 clusters Score -8884738 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -8885436.000000 Penalty: 5718.201172
	Iteration 4Q: 3 clusters Score -8885436 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -8886231.000000 Penalty: 5718.201172
	Iteration 5Q: 3 clusters Score -8886231 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -8887175.000000 Penalty: 5718.201172
	Iteration 6Q: 3 clusters Score -8887175 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -8888686.000000 Penalty: 5718.201172
	Iteration 7Q: 3 clusters Score -8888686 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -8890751.000000 Penalty: 5718.201172
	Iteration 8Q: 3 clusters Score -8890751 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -8894108.000000 Penalty: 5718.201172
	Iteration 9F: 3 clusters Score -8894108 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 73056 members 
Entering Unmasked Estep 
Score: -8898659.000000 Penalty: 5718.201172
	Iteration 10F: 3 clusters Score -8898659 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -8904204.000000 Penalty: 5718.201172
	Iteration 11F: 3 clusters Score -8904204 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -8909854.000000 Penalty: 5718.201172
	Iteration 12F: 3 clusters Score -8909854 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -8914454.000000 Penalty: 5718.201172
	Iteration 13F: 3 clusters Score -8914454 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 94821 members 
Entering Unmasked Estep 
Score: -8917531.000000 Penalty: 5718.201172
	Iteration 14Q: 3 clusters Score -8917531 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -8919421.000000 Penalty: 5718.201172
	Iteration 15Q: 3 clusters Score -8919421 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -8920490.000000 Penalty: 5718.201172
	Iteration 16Q: 3 clusters Score -8920490 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 99332 members 
Entering Unmasked Estep 
Score: -8921149.000000 Penalty: 5718.201172
	Iteration 17Q: 3 clusters Score -8921149 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 99839 members 
Entering Unmasked Estep 
Score: -8921507.000000 Penalty: 5718.201172
	Iteration 18Q: 3 clusters Score -8921507 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -8921708.000000 Penalty: 5718.201172
	Iteration 19Q: 3 clusters Score -8921708 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -8921831.000000 Penalty: 5718.201172
	Iteration 20F: 3 clusters Score -8921831 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -8921921.000000 Penalty: 5718.201172
	Iteration 21Q: 3 clusters Score -8921921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -8921970.000000 Penalty: 5718.201172
	Iteration 22Q: 3 clusters Score -8921970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 100614 members 
Entering Unmasked Estep 
Score: -8922027.000000 Penalty: 5718.201172
	Iteration 23Q: 3 clusters Score -8922027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -8922051.000000 Penalty: 5718.201172
	Iteration 24Q: 3 clusters Score -8922051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -8922065.000000 Penalty: 5718.201172
	Iteration 25Q: 3 clusters Score -8922065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -8922084.000000 Penalty: 5718.201172
	Iteration 26Q: 3 clusters Score -8922084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -8922126.000000 Penalty: 5718.201172
	Iteration 27Q: 3 clusters Score -8922126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -8922149.000000 Penalty: 5718.201172
	Iteration 28Q: 3 clusters Score -8922149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -8922139.000000 Penalty: 5718.201172
	Iteration 29Q: 3 clusters Score -8922139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -8922161.000000 Penalty: 5718.201172
	Iteration 30Q: 3 clusters Score -8922161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -8922176.000000 Penalty: 5718.201172
	Iteration 31Q: 3 clusters Score -8922176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 100853 members 
Entering Unmasked Estep 
Score: -8922173.000000 Penalty: 5718.201172
	Iteration 32Q: 3 clusters Score -8922173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -8922178.000000 Penalty: 5718.201172
	Iteration 33Q: 3 clusters Score -8922178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -8922192.000000 Penalty: 5718.201172
	Iteration 34Q: 3 clusters Score -8922192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -8922187.000000 Penalty: 5718.201172
	Iteration 35Q: 3 clusters Score -8922187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -8922196.000000 Penalty: 5718.201172
	Iteration 36Q: 3 clusters Score -8922196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -8922197.000000 Penalty: 5718.201172
	Iteration 37Q: 3 clusters Score -8922197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 100870 members 
Entering Unmasked Estep 
Score: -8922195.000000 Penalty: 5718.201172
	Iteration 38Q: 3 clusters Score -8922195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -8922211.000000 Penalty: 5718.201172
	Iteration 39Q: 3 clusters Score -8922211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -8922204.000000 Penalty: 5718.201172
	Iteration 40F: 3 clusters Score -8922204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -8922207.000000 Penalty: 5718.201172
	Iteration 41Q: 3 clusters Score -8922207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -8922202.000000 Penalty: 5718.201172
	Iteration 42Q: 3 clusters Score -8922202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -8922214.000000 Penalty: 5718.201172
	Iteration 43Q: 3 clusters Score -8922214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -8922208.000000 Penalty: 5718.201172
	Iteration 44Q: 3 clusters Score -8922208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -8922212.000000 Penalty: 5718.201172
	Iteration 45Q: 3 clusters Score -8922212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -8922212.000000 Penalty: 5718.201172
	Iteration 46F: 3 clusters Score -8922212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -452769.250000 Penalty: 2123.132812
	Iteration 0F: 2 clusters Score -452769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -448077.531250 Penalty: 4246.265625
	Iteration 0F: 3 clusters Score -448077.5 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -449205.656250 Penalty: 4246.265625
	Iteration 1F: 3 clusters Score -449205.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -449424.562500 Penalty: 4246.265625
	Iteration 2F: 3 clusters Score -449424.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -449565.000000 Penalty: 4246.265625
	Iteration 3Q: 3 clusters Score -449565 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -449678.656250 Penalty: 4246.265625
	Iteration 4Q: 3 clusters Score -449678.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -449791.562500 Penalty: 4246.265625
	Iteration 5Q: 3 clusters Score -449791.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -449896.875000 Penalty: 4246.265625
	Iteration 6Q: 3 clusters Score -449896.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -449993.437500 Penalty: 4246.265625
	Iteration 7Q: 3 clusters Score -449993.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -450103.468750 Penalty: 4246.265625
	Iteration 8Q: 3 clusters Score -450103.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -450205.218750 Penalty: 4246.265625
	Iteration 9Q: 3 clusters Score -450205.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -450311.875000 Penalty: 4246.265625
	Iteration 10Q: 3 clusters Score -450311.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -450423.500000 Penalty: 4246.265625
	Iteration 11Q: 3 clusters Score -450423.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -450524.781250 Penalty: 4246.265625
	Iteration 12Q: 3 clusters Score -450524.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -450627.156250 Penalty: 4246.265625
	Iteration 13Q: 3 clusters Score -450627.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -450731.468750 Penalty: 4246.265625
	Iteration 14Q: 3 clusters Score -450731.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -450822.281250 Penalty: 4246.265625
	Iteration 15Q: 3 clusters Score -450822.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -450910.531250 Penalty: 4246.265625
	Iteration 16Q: 3 clusters Score -450910.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -450993.406250 Penalty: 4246.265625
	Iteration 17Q: 3 clusters Score -450993.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -451095.000000 Penalty: 4246.265625
	Iteration 18Q: 3 clusters Score -451095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -451214.937500 Penalty: 4246.265625
	Iteration 19Q: 3 clusters Score -451214.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -451309.718750 Penalty: 4246.265625
	Iteration 20F: 3 clusters Score -451309.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -451371.468750 Penalty: 4246.265625
	Iteration 21Q: 3 clusters Score -451371.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -451419.250000 Penalty: 4246.265625
	Iteration 22Q: 3 clusters Score -451419.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -451455.968750 Penalty: 4246.265625
	Iteration 23Q: 3 clusters Score -451456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -451486.875000 Penalty: 4246.265625
	Iteration 24Q: 3 clusters Score -451486.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -451511.687500 Penalty: 4246.265625
	Iteration 25Q: 3 clusters Score -451511.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -451534.562500 Penalty: 4246.265625
	Iteration 26Q: 3 clusters Score -451534.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -451559.843750 Penalty: 4246.265625
	Iteration 27Q: 3 clusters Score -451559.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -451576.843750 Penalty: 4246.265625
	Iteration 28Q: 3 clusters Score -451576.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -451587.375000 Penalty: 4246.265625
	Iteration 29Q: 3 clusters Score -451587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -451596.718750 Penalty: 4246.265625
	Iteration 30Q: 3 clusters Score -451596.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -451607.437500 Penalty: 4246.265625
	Iteration 31Q: 3 clusters Score -451607.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -451616.718750 Penalty: 4246.265625
	Iteration 32Q: 3 clusters Score -451616.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -451626.968750 Penalty: 4246.265625
	Iteration 33Q: 3 clusters Score -451627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -451635.906250 Penalty: 4246.265625
	Iteration 34Q: 3 clusters Score -451635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -451639.562500 Penalty: 4246.265625
	Iteration 35Q: 3 clusters Score -451639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -451641.687500 Penalty: 4246.265625
	Iteration 36Q: 3 clusters Score -451641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -451642.375000 Penalty: 4246.265625
	Iteration 37Q: 3 clusters Score -451642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -451642.375000 Penalty: 4246.265625
	Iteration 38Q: 3 clusters Score -451642.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -451642.375000 Penalty: 4246.265625
	Iteration 39F: 3 clusters Score -451642.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Entering Unmasked Estep 
Score: -876863.187500 Penalty: 2308.724121
	Iteration 0F: 2 clusters Score -876863.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -868558.187500 Penalty: 4617.448242
	Iteration 0F: 3 clusters Score -868558.2 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -871056.500000 Penalty: 4617.448242
	Iteration 1F: 3 clusters Score -871056.5 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -871512.125000 Penalty: 4617.448242
	Iteration 2F: 3 clusters Score -871512.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -871900.562500 Penalty: 4617.448242
	Iteration 3F: 3 clusters Score -871900.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -872268.000000 Penalty: 4617.448242
	Iteration 4F: 3 clusters Score -872268 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -872589.312500 Penalty: 4617.448242
	Iteration 5Q: 3 clusters Score -872589.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -872939.250000 Penalty: 4617.448242
	Iteration 6Q: 3 clusters Score -872939.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -873231.125000 Penalty: 4617.448242
	Iteration 7Q: 3 clusters Score -873231.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -873487.687500 Penalty: 4617.448242
	Iteration 8Q: 3 clusters Score -873487.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -873744.875000 Penalty: 4617.448242
	Iteration 9Q: 3 clusters Score -873744.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -874009.125000 Penalty: 4617.448242
	Iteration 10Q: 3 clusters Score -874009.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -874298.750000 Penalty: 4617.448242
	Iteration 11Q: 3 clusters Score -874298.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -874621.937500 Penalty: 4617.448242
	Iteration 12Q: 3 clusters Score -874621.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -874948.500000 Penalty: 4617.448242
	Iteration 13Q: 3 clusters Score -874948.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -875211.000000 Penalty: 4617.448242
	Iteration 14Q: 3 clusters Score -875211 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -875413.562500 Penalty: 4617.448242
	Iteration 15Q: 3 clusters Score -875413.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -875557.125000 Penalty: 4617.448242
	Iteration 16Q: 3 clusters Score -875557.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -875648.062500 Penalty: 4617.448242
	Iteration 17Q: 3 clusters Score -875648.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -875705.750000 Penalty: 4617.448242
	Iteration 18Q: 3 clusters Score -875705.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -875737.812500 Penalty: 4617.448242
	Iteration 19Q: 3 clusters Score -875737.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -875762.250000 Penalty: 4617.448242
	Iteration 20F: 3 clusters Score -875762.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -875773.375000 Penalty: 4617.448242
	Iteration 21Q: 3 clusters Score -875773.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -875780.812500 Penalty: 4617.448242
	Iteration 22Q: 3 clusters Score -875780.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -875784.500000 Penalty: 4617.448242
	Iteration 23Q: 3 clusters Score -875784.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -875791.625000 Penalty: 4617.448242
	Iteration 24Q: 3 clusters Score -875791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -875792.125000 Penalty: 4617.448242
	Iteration 25Q: 3 clusters Score -875792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -875792.500000 Penalty: 4617.448242
	Iteration 26Q: 3 clusters Score -875792.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -875796.250000 Penalty: 4617.448242
	Iteration 27Q: 3 clusters Score -875796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -875798.562500 Penalty: 4617.448242
	Iteration 28Q: 3 clusters Score -875798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -875803.562500 Penalty: 4617.448242
	Iteration 29Q: 3 clusters Score -875803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -875803.687500 Penalty: 4617.448242
	Iteration 30Q: 3 clusters Score -875803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -875802.562500 Penalty: 4617.448242
	Iteration 31Q: 3 clusters Score -875802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -875802.562500 Penalty: 4617.448242
	Iteration 32F: 3 clusters Score -875802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -309512.906250 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -309512.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -305784.500000 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -305784.5 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -306605.000000 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -306605 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -306815.656250 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -306815.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -306980.625000 Penalty: 4084.212646
	Iteration 3F: 3 clusters Score -306980.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -307102.437500 Penalty: 4084.212646
	Iteration 4Q: 3 clusters Score -307102.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -307204.937500 Penalty: 4084.212646
	Iteration 5Q: 3 clusters Score -307204.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -307307.187500 Penalty: 4084.212646
	Iteration 6Q: 3 clusters Score -307307.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -307390.093750 Penalty: 4084.212646
	Iteration 7Q: 3 clusters Score -307390.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -307458.250000 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -307458.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -307527.781250 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -307527.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -307599.250000 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -307599.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -307646.812500 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -307646.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -307689.781250 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -307689.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -307728.656250 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -307728.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -307769.687500 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -307769.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -307804.656250 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -307804.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -307850.281250 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -307850.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -307903.375000 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -307903.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -307957.250000 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -307957.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -308013.187500 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -308013.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -308058.687500 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -308058.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -308101.750000 Penalty: 4084.212646
	Iteration 21Q: 3 clusters Score -308101.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -308146.656250 Penalty: 4084.212646
	Iteration 22Q: 3 clusters Score -308146.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -308175.531250 Penalty: 4084.212646
	Iteration 23Q: 3 clusters Score -308175.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -308192.062500 Penalty: 4084.212646
	Iteration 24Q: 3 clusters Score -308192.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -308207.218750 Penalty: 4084.212646
	Iteration 25Q: 3 clusters Score -308207.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -308219.531250 Penalty: 4084.212646
	Iteration 26Q: 3 clusters Score -308219.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -308229.343750 Penalty: 4084.212646
	Iteration 27Q: 3 clusters Score -308229.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -308235.312500 Penalty: 4084.212646
	Iteration 28Q: 3 clusters Score -308235.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -308243.875000 Penalty: 4084.212646
	Iteration 29Q: 3 clusters Score -308243.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -308249.500000 Penalty: 4084.212646
	Iteration 30Q: 3 clusters Score -308249.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -308256.531250 Penalty: 4084.212646
	Iteration 31Q: 3 clusters Score -308256.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -308263.687500 Penalty: 4084.212646
	Iteration 32Q: 3 clusters Score -308263.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308269.437500 Penalty: 4084.212646
	Iteration 33Q: 3 clusters Score -308269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308274.312500 Penalty: 4084.212646
	Iteration 34Q: 3 clusters Score -308274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308277.625000 Penalty: 4084.212646
	Iteration 35Q: 3 clusters Score -308277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -308279.468750 Penalty: 4084.212646
	Iteration 36Q: 3 clusters Score -308279.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308283.250000 Penalty: 4084.212646
	Iteration 37Q: 3 clusters Score -308283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -308287.468750 Penalty: 4084.212646
	Iteration 38Q: 3 clusters Score -308287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -308288.593750 Penalty: 4084.212646
	Iteration 39Q: 3 clusters Score -308288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -308288.531250 Penalty: 4084.212646
	Iteration 40F: 3 clusters Score -308288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -308288.843750 Penalty: 4084.212646
	Iteration 41Q: 3 clusters Score -308288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -308289.625000 Penalty: 4084.212646
	Iteration 42Q: 3 clusters Score -308289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308291.531250 Penalty: 4084.212646
	Iteration 43Q: 3 clusters Score -308291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -308292.156250 Penalty: 4084.212646
	Iteration 44Q: 3 clusters Score -308292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308292.593750 Penalty: 4084.212646
	Iteration 45Q: 3 clusters Score -308292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308292.656250 Penalty: 4084.212646
	Iteration 46Q: 3 clusters Score -308292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -308292.875000 Penalty: 4084.212646
	Iteration 47Q: 3 clusters Score -308292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -308292.875000 Penalty: 4084.212646
	Iteration 48F: 3 clusters Score -308292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (334297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334297 members 
Entering Unmasked Estep 
Score: -29488586.000000 Penalty: 3154.506592
	Iteration 0F: 2 clusters Score -2.948859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166805 members 
Mstep: Class 2 contains 167492 members 
Entering Unmasked Estep 
Score: -29263998.000000 Penalty: 6309.013184
	Iteration 0F: 3 clusters Score -2.9264e+07 nChanged 162348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 176994 members 
Entering Unmasked Estep 
Score: -29359818.000000 Penalty: 6309.013184
	Iteration 1F: 3 clusters Score -2.935982e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 182937 members 
Entering Unmasked Estep 
Score: -29362240.000000 Penalty: 6309.013184
	Iteration 2Q: 3 clusters Score -2.936224e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 192345 members 
Entering Unmasked Estep 
Score: -29365996.000000 Penalty: 6309.013184
	Iteration 3Q: 3 clusters Score -2.9366e+07 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 206817 members 
Entering Unmasked Estep 
Score: -29373570.000000 Penalty: 6309.013184
	Iteration 4Q: 3 clusters Score -2.937357e+07 nChanged 21996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 227815 members 
Entering Unmasked Estep 
Score: -29386822.000000 Penalty: 6309.013184
	Iteration 5F: 3 clusters Score -2.938682e+07 nChanged 28073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 255338 members 
Entering Unmasked Estep 
Score: -29409522.000000 Penalty: 6309.013184
	Iteration 6F: 3 clusters Score -2.940952e+07 nChanged 30508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 285604 members 
Entering Unmasked Estep 
Score: -29438312.000000 Penalty: 6309.013184
	Iteration 7F: 3 clusters Score -2.943831e+07 nChanged 25077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 310637 members 
Entering Unmasked Estep 
Score: -29463332.000000 Penalty: 6309.013184
	Iteration 8F: 3 clusters Score -2.946333e+07 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 325213 members 
Entering Unmasked Estep 
Score: -29477356.000000 Penalty: 6309.013184
	Iteration 9Q: 3 clusters Score -2.947736e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 331367 members 
Entering Unmasked Estep 
Score: -29482986.000000 Penalty: 6309.013184
	Iteration 10Q: 3 clusters Score -2.948299e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 333365 members 
Entering Unmasked Estep 
Score: -29484880.000000 Penalty: 6309.013184
	Iteration 11Q: 3 clusters Score -2.948488e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 333888 members 
Entering Unmasked Estep 
Score: -29485452.000000 Penalty: 6309.013184
	Iteration 12Q: 3 clusters Score -2.948545e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 334024 members 
Entering Unmasked Estep 
Score: -29485622.000000 Penalty: 6309.013184
	Iteration 13Q: 3 clusters Score -2.948562e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334063 members 
Entering Unmasked Estep 
Score: -29485716.000000 Penalty: 6309.013184
	Iteration 14Q: 3 clusters Score -2.948572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 334075 members 
Entering Unmasked Estep 
Score: -29485720.000000 Penalty: 6309.013184
	Iteration 15Q: 3 clusters Score -2.948572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 334087 members 
Entering Unmasked Estep 
Score: -29485732.000000 Penalty: 6309.013184
	Iteration 16Q: 3 clusters Score -2.948573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 334092 members 
Entering Unmasked Estep 
Score: -29485750.000000 Penalty: 6309.013184
	Iteration 17Q: 3 clusters Score -2.948575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 334096 members 
Entering Unmasked Estep 
Score: -29485760.000000 Penalty: 6309.013184
	Iteration 18Q: 3 clusters Score -2.948576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 334096 members 
Entering Unmasked Estep 
Score: -29485784.000000 Penalty: 6309.013184
	Iteration 19Q: 3 clusters Score -2.948578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 334096 members 
Entering Unmasked Estep 
Score: -29485786.000000 Penalty: 6309.013184
	Iteration 20F: 3 clusters Score -2.948579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 334097 members 
Entering Unmasked Estep 
Score: -29485804.000000 Penalty: 6309.013184
	Iteration 21Q: 3 clusters Score -2.94858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 334099 members 
Entering Unmasked Estep 
Score: -29485816.000000 Penalty: 6309.013184
	Iteration 22Q: 3 clusters Score -2.948582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 334099 members 
Entering Unmasked Estep 
Score: -29485816.000000 Penalty: 6309.013184
	Iteration 23F: 3 clusters Score -2.948582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Entering Unmasked Estep 
Score: -1047527.437500 Penalty: 2333.499756
	Iteration 0F: 2 clusters Score -1047527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1038525.937500 Penalty: 4666.999512
	Iteration 0F: 3 clusters Score -1038526 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1041419.937500 Penalty: 4666.999512
	Iteration 1F: 3 clusters Score -1041420 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1041894.125000 Penalty: 4666.999512
	Iteration 2F: 3 clusters Score -1041894 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1042441.625000 Penalty: 4666.999512
	Iteration 3F: 3 clusters Score -1042442 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1043141.812500 Penalty: 4666.999512
	Iteration 4F: 3 clusters Score -1043142 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1043960.437500 Penalty: 4666.999512
	Iteration 5F: 3 clusters Score -1043960 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1044939.750000 Penalty: 4666.999512
	Iteration 6F: 3 clusters Score -1044940 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1045840.500000 Penalty: 4666.999512
	Iteration 7F: 3 clusters Score -1045840 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1046434.500000 Penalty: 4666.999512
	Iteration 8F: 3 clusters Score -1046434 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1046690.812500 Penalty: 4666.999512
	Iteration 9Q: 3 clusters Score -1046691 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1046778.562500 Penalty: 4666.999512
	Iteration 10Q: 3 clusters Score -1046779 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1046816.937500 Penalty: 4666.999512
	Iteration 11Q: 3 clusters Score -1046817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1046834.937500 Penalty: 4666.999512
	Iteration 12Q: 3 clusters Score -1046835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1046851.687500 Penalty: 4666.999512
	Iteration 13Q: 3 clusters Score -1046852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1046856.187500 Penalty: 4666.999512
	Iteration 14Q: 3 clusters Score -1046856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1046859.937500 Penalty: 4666.999512
	Iteration 15Q: 3 clusters Score -1046860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1046862.000000 Penalty: 4666.999512
	Iteration 16Q: 3 clusters Score -1046862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1046866.937500 Penalty: 4666.999512
	Iteration 17Q: 3 clusters Score -1046867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1046868.437500 Penalty: 4666.999512
	Iteration 18Q: 3 clusters Score -1046868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1046870.875000 Penalty: 4666.999512
	Iteration 19Q: 3 clusters Score -1046871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1046872.250000 Penalty: 4666.999512
	Iteration 20F: 3 clusters Score -1046872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1046871.750000 Penalty: 4666.999512
	Iteration 21Q: 3 clusters Score -1046872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1046873.750000 Penalty: 4666.999512
	Iteration 22Q: 3 clusters Score -1046874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1046874.000000 Penalty: 4666.999512
	Iteration 23Q: 3 clusters Score -1046874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1046875.625000 Penalty: 4666.999512
	Iteration 24Q: 3 clusters Score -1046876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1046876.250000 Penalty: 4666.999512
	Iteration 25Q: 3 clusters Score -1046876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1046876.187500 Penalty: 4666.999512
	Iteration 26Q: 3 clusters Score -1046876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1046876.187500 Penalty: 4666.999512
	Iteration 27F: 3 clusters Score -1046876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Entering Unmasked Estep 
Score: -1104863.000000 Penalty: 2340.790283
	Iteration 0F: 2 clusters Score -1104863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1095550.625000 Penalty: 4681.580566
	Iteration 0F: 3 clusters Score -1095551 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1098329.875000 Penalty: 4681.580566
	Iteration 1F: 3 clusters Score -1098330 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1098585.625000 Penalty: 4681.580566
	Iteration 2F: 3 clusters Score -1098586 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1098786.125000 Penalty: 4681.580566
	Iteration 3Q: 3 clusters Score -1098786 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1098957.500000 Penalty: 4681.580566
	Iteration 4Q: 3 clusters Score -1098958 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1099097.250000 Penalty: 4681.580566
	Iteration 5Q: 3 clusters Score -1099097 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1099239.625000 Penalty: 4681.580566
	Iteration 6Q: 3 clusters Score -1099240 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1099381.500000 Penalty: 4681.580566
	Iteration 7Q: 3 clusters Score -1099382 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1099535.625000 Penalty: 4681.580566
	Iteration 8Q: 3 clusters Score -1099536 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1099726.000000 Penalty: 4681.580566
	Iteration 9Q: 3 clusters Score -1099726 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1099957.625000 Penalty: 4681.580566
	Iteration 10Q: 3 clusters Score -1099958 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1100234.375000 Penalty: 4681.580566
	Iteration 11Q: 3 clusters Score -1100234 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1100527.125000 Penalty: 4681.580566
	Iteration 12Q: 3 clusters Score -1100527 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1100838.375000 Penalty: 4681.580566
	Iteration 13Q: 3 clusters Score -1100838 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1101145.875000 Penalty: 4681.580566
	Iteration 14Q: 3 clusters Score -1101146 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1101445.625000 Penalty: 4681.580566
	Iteration 15Q: 3 clusters Score -1101446 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1101693.125000 Penalty: 4681.580566
	Iteration 16Q: 3 clusters Score -1101693 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1101889.625000 Penalty: 4681.580566
	Iteration 17Q: 3 clusters Score -1101890 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1102077.250000 Penalty: 4681.580566
	Iteration 18Q: 3 clusters Score -1102077 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1102241.125000 Penalty: 4681.580566
	Iteration 19Q: 3 clusters Score -1102241 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1102393.500000 Penalty: 4681.580566
	Iteration 20F: 3 clusters Score -1102394 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1102520.125000 Penalty: 4681.580566
	Iteration 21Q: 3 clusters Score -1102520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1102600.750000 Penalty: 4681.580566
	Iteration 22Q: 3 clusters Score -1102601 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1102657.375000 Penalty: 4681.580566
	Iteration 23Q: 3 clusters Score -1102657 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1102709.750000 Penalty: 4681.580566
	Iteration 24Q: 3 clusters Score -1102710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1102736.625000 Penalty: 4681.580566
	Iteration 25Q: 3 clusters Score -1102737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1102759.250000 Penalty: 4681.580566
	Iteration 26Q: 3 clusters Score -1102759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1102773.000000 Penalty: 4681.580566
	Iteration 27Q: 3 clusters Score -1102773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1102789.125000 Penalty: 4681.580566
	Iteration 28Q: 3 clusters Score -1102789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1102807.125000 Penalty: 4681.580566
	Iteration 29Q: 3 clusters Score -1102807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1102817.375000 Penalty: 4681.580566
	Iteration 30Q: 3 clusters Score -1102817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1102833.125000 Penalty: 4681.580566
	Iteration 31Q: 3 clusters Score -1102833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1102845.875000 Penalty: 4681.580566
	Iteration 32Q: 3 clusters Score -1102846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1102851.750000 Penalty: 4681.580566
	Iteration 33Q: 3 clusters Score -1102852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1102860.625000 Penalty: 4681.580566
	Iteration 34Q: 3 clusters Score -1102861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1102871.125000 Penalty: 4681.580566
	Iteration 35Q: 3 clusters Score -1102871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1102881.625000 Penalty: 4681.580566
	Iteration 36Q: 3 clusters Score -1102882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1102890.500000 Penalty: 4681.580566
	Iteration 37Q: 3 clusters Score -1102890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1102901.250000 Penalty: 4681.580566
	Iteration 38Q: 3 clusters Score -1102901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1102903.875000 Penalty: 4681.580566
	Iteration 39Q: 3 clusters Score -1102904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1102909.500000 Penalty: 4681.580566
	Iteration 40F: 3 clusters Score -1102910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1102914.875000 Penalty: 4681.580566
	Iteration 41Q: 3 clusters Score -1102915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1102918.500000 Penalty: 4681.580566
	Iteration 42Q: 3 clusters Score -1102918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1102925.500000 Penalty: 4681.580566
	Iteration 43Q: 3 clusters Score -1102926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1102928.125000 Penalty: 4681.580566
	Iteration 44Q: 3 clusters Score -1102928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1102931.125000 Penalty: 4681.580566
	Iteration 45Q: 3 clusters Score -1102931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1102936.875000 Penalty: 4681.580566
	Iteration 46Q: 3 clusters Score -1102937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1102940.375000 Penalty: 4681.580566
	Iteration 47Q: 3 clusters Score -1102940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1102944.375000 Penalty: 4681.580566
	Iteration 48Q: 3 clusters Score -1102944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1102945.250000 Penalty: 4681.580566
	Iteration 49Q: 3 clusters Score -1102945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1102946.375000 Penalty: 4681.580566
	Iteration 50Q: 3 clusters Score -1102946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1102949.875000 Penalty: 4681.580566
	Iteration 51Q: 3 clusters Score -1102950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1102950.500000 Penalty: 4681.580566
	Iteration 52Q: 3 clusters Score -1102950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1102951.250000 Penalty: 4681.580566
	Iteration 53Q: 3 clusters Score -1102951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1102951.250000 Penalty: 4681.580566
	Iteration 54F: 3 clusters Score -1102951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -192663.250000 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -192663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -189898.250000 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -189898.2 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -190370.406250 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -190370.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -190501.671875 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -190501.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -190560.671875 Penalty: 3802.678467
	Iteration 3Q: 3 clusters Score -190560.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -190595.812500 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -190595.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -190626.609375 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -190626.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -190652.015625 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -190652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -190673.515625 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -190673.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -190685.296875 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -190685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -190692.203125 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -190692.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -190696.625000 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -190696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190702.531250 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -190702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -190703.953125 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -190704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -190706.453125 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -190706.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190709.312500 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -190709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190710.187500 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -190710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -190713.859375 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -190713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -190715.093750 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -190715.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -190715.734375 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -190715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -190718.250000 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -190718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -190719.531250 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -190719.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190720.750000 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -190720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -190721.312500 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -190721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190722.093750 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -190722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -190722.093750 Penalty: 3802.678467
	Iteration 24F: 3 clusters Score -190722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Entering Unmasked Estep 
Score: -3139620.750000 Penalty: 2599.691162
	Iteration 0F: 2 clusters Score -3139621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3115352.500000 Penalty: 5199.382324
	Iteration 0F: 3 clusters Score -3115352 nChanged 16251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3124342.000000 Penalty: 5199.382324
	Iteration 1F: 3 clusters Score -3124342 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3125064.250000 Penalty: 5199.382324
	Iteration 2Q: 3 clusters Score -3125064 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3125920.250000 Penalty: 5199.382324
	Iteration 3Q: 3 clusters Score -3125920 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3126951.500000 Penalty: 5199.382324
	Iteration 4F: 3 clusters Score -3126952 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3128277.000000 Penalty: 5199.382324
	Iteration 5F: 3 clusters Score -3128277 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3129957.500000 Penalty: 5199.382324
	Iteration 6F: 3 clusters Score -3129958 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3132119.500000 Penalty: 5199.382324
	Iteration 7F: 3 clusters Score -3132120 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3134446.250000 Penalty: 5199.382324
	Iteration 8F: 3 clusters Score -3134446 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3136437.500000 Penalty: 5199.382324
	Iteration 9F: 3 clusters Score -3136438 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3137687.500000 Penalty: 5199.382324
	Iteration 10Q: 3 clusters Score -3137688 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3138326.750000 Penalty: 5199.382324
	Iteration 11Q: 3 clusters Score -3138327 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3138696.750000 Penalty: 5199.382324
	Iteration 12Q: 3 clusters Score -3138697 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3138910.000000 Penalty: 5199.382324
	Iteration 13Q: 3 clusters Score -3138910 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3139042.000000 Penalty: 5199.382324
	Iteration 14Q: 3 clusters Score -3139042 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3139103.500000 Penalty: 5199.382324
	Iteration 15Q: 3 clusters Score -3139104 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3139150.000000 Penalty: 5199.382324
	Iteration 16Q: 3 clusters Score -3139150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3139172.250000 Penalty: 5199.382324
	Iteration 17Q: 3 clusters Score -3139172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3139184.500000 Penalty: 5199.382324
	Iteration 18Q: 3 clusters Score -3139184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3139189.750000 Penalty: 5199.382324
	Iteration 19Q: 3 clusters Score -3139190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3139187.500000 Penalty: 5199.382324
	Iteration 20F: 3 clusters Score -3139188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3139185.000000 Penalty: 5199.382324
	Iteration 21Q: 3 clusters Score -3139185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3139196.250000 Penalty: 5199.382324
	Iteration 22Q: 3 clusters Score -3139196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3139198.500000 Penalty: 5199.382324
	Iteration 23Q: 3 clusters Score -3139198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3139201.250000 Penalty: 5199.382324
	Iteration 24Q: 3 clusters Score -3139201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3139196.500000 Penalty: 5199.382324
	Iteration 25Q: 3 clusters Score -3139196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3139202.500000 Penalty: 5199.382324
	Iteration 26Q: 3 clusters Score -3139202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -3139198.000000 Penalty: 5199.382324
	Iteration 27Q: 3 clusters Score -3139198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3139196.000000 Penalty: 5199.382324
	Iteration 28Q: 3 clusters Score -3139196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3139189.000000 Penalty: 5199.382324
	Iteration 29Q: 3 clusters Score -3139189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3139191.750000 Penalty: 5199.382324
	Iteration 30Q: 3 clusters Score -3139192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3139189.500000 Penalty: 5199.382324
	Iteration 31Q: 3 clusters Score -3139190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3139193.250000 Penalty: 5199.382324
	Iteration 32Q: 3 clusters Score -3139193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3139196.250000 Penalty: 5199.382324
	Iteration 33Q: 3 clusters Score -3139196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3139194.750000 Penalty: 5199.382324
	Iteration 34Q: 3 clusters Score -3139195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3139196.250000 Penalty: 5199.382324
	Iteration 35Q: 3 clusters Score -3139196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3139198.000000 Penalty: 5199.382324
	Iteration 36Q: 3 clusters Score -3139198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3139198.000000 Penalty: 5199.382324
	Iteration 37F: 3 clusters Score -3139198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Entering Unmasked Estep 
Score: -618920.125000 Penalty: 2209.222168
	Iteration 0F: 2 clusters Score -618920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -612920.000000 Penalty: 4418.444336
	Iteration 0F: 3 clusters Score -612920 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -614548.187500 Penalty: 4418.444336
	Iteration 1F: 3 clusters Score -614548.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -614843.125000 Penalty: 4418.444336
	Iteration 2F: 3 clusters Score -614843.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -615063.562500 Penalty: 4418.444336
	Iteration 3F: 3 clusters Score -615063.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -615229.375000 Penalty: 4418.444336
	Iteration 4Q: 3 clusters Score -615229.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -615380.375000 Penalty: 4418.444336
	Iteration 5Q: 3 clusters Score -615380.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -615512.937500 Penalty: 4418.444336
	Iteration 6Q: 3 clusters Score -615512.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -615646.687500 Penalty: 4418.444336
	Iteration 7Q: 3 clusters Score -615646.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -615771.250000 Penalty: 4418.444336
	Iteration 8Q: 3 clusters Score -615771.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -615890.625000 Penalty: 4418.444336
	Iteration 9Q: 3 clusters Score -615890.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -616007.125000 Penalty: 4418.444336
	Iteration 10Q: 3 clusters Score -616007.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -616115.750000 Penalty: 4418.444336
	Iteration 11Q: 3 clusters Score -616115.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -616207.500000 Penalty: 4418.444336
	Iteration 12Q: 3 clusters Score -616207.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -616286.250000 Penalty: 4418.444336
	Iteration 13Q: 3 clusters Score -616286.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -616346.062500 Penalty: 4418.444336
	Iteration 14Q: 3 clusters Score -616346.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -616399.937500 Penalty: 4418.444336
	Iteration 15Q: 3 clusters Score -616399.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -616450.250000 Penalty: 4418.444336
	Iteration 16Q: 3 clusters Score -616450.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -616497.125000 Penalty: 4418.444336
	Iteration 17Q: 3 clusters Score -616497.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -616536.000000 Penalty: 4418.444336
	Iteration 18Q: 3 clusters Score -616536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -616570.312500 Penalty: 4418.444336
	Iteration 19Q: 3 clusters Score -616570.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -616598.187500 Penalty: 4418.444336
	Iteration 20F: 3 clusters Score -616598.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -616619.062500 Penalty: 4418.444336
	Iteration 21Q: 3 clusters Score -616619.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -616635.187500 Penalty: 4418.444336
	Iteration 22Q: 3 clusters Score -616635.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -616655.000000 Penalty: 4418.444336
	Iteration 23Q: 3 clusters Score -616655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -616679.875000 Penalty: 4418.444336
	Iteration 24Q: 3 clusters Score -616679.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -616706.500000 Penalty: 4418.444336
	Iteration 25Q: 3 clusters Score -616706.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -616731.437500 Penalty: 4418.444336
	Iteration 26Q: 3 clusters Score -616731.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -616761.250000 Penalty: 4418.444336
	Iteration 27Q: 3 clusters Score -616761.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -616790.187500 Penalty: 4418.444336
	Iteration 28Q: 3 clusters Score -616790.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -616820.750000 Penalty: 4418.444336
	Iteration 29Q: 3 clusters Score -616820.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -616849.562500 Penalty: 4418.444336
	Iteration 30Q: 3 clusters Score -616849.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -616878.812500 Penalty: 4418.444336
	Iteration 31Q: 3 clusters Score -616878.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -616898.812500 Penalty: 4418.444336
	Iteration 32Q: 3 clusters Score -616898.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -616913.937500 Penalty: 4418.444336
	Iteration 33Q: 3 clusters Score -616913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -616929.125000 Penalty: 4418.444336
	Iteration 34Q: 3 clusters Score -616929.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -616944.437500 Penalty: 4418.444336
	Iteration 35Q: 3 clusters Score -616944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -616955.562500 Penalty: 4418.444336
	Iteration 36Q: 3 clusters Score -616955.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -616966.187500 Penalty: 4418.444336
	Iteration 37Q: 3 clusters Score -616966.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -616974.687500 Penalty: 4418.444336
	Iteration 38Q: 3 clusters Score -616974.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -616979.750000 Penalty: 4418.444336
	Iteration 39Q: 3 clusters Score -616979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -616988.250000 Penalty: 4418.444336
	Iteration 40F: 3 clusters Score -616988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -616991.562500 Penalty: 4418.444336
	Iteration 41Q: 3 clusters Score -616991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -616997.312500 Penalty: 4418.444336
	Iteration 42Q: 3 clusters Score -616997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -617004.687500 Penalty: 4418.444336
	Iteration 43Q: 3 clusters Score -617004.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -617013.625000 Penalty: 4418.444336
	Iteration 44Q: 3 clusters Score -617013.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -617019.437500 Penalty: 4418.444336
	Iteration 45Q: 3 clusters Score -617019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -617026.437500 Penalty: 4418.444336
	Iteration 46Q: 3 clusters Score -617026.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -617032.750000 Penalty: 4418.444336
	Iteration 47Q: 3 clusters Score -617032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -617033.562500 Penalty: 4418.444336
	Iteration 48Q: 3 clusters Score -617033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -617035.375000 Penalty: 4418.444336
	Iteration 49Q: 3 clusters Score -617035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -617035.000000 Penalty: 4418.444336
	Iteration 50Q: 3 clusters Score -617035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -617035.000000 Penalty: 4418.444336
	Iteration 51F: 3 clusters Score -617035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -188803.750000 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -188803.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -186054.375000 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -186054.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -186562.390625 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -186562.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -186705.937500 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -186705.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -186776.046875 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -186776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -186821.140625 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -186821.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -186855.140625 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -186855.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -186877.359375 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -186877.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -186897.656250 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -186897.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -186920.921875 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -186920.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -186947.843750 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -186947.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -186966.500000 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -186966.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -186981.421875 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -186981.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -186991.328125 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -186991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -186996.578125 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -186996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -187000.812500 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -187000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -187004.812500 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -187004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -187008.812500 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -187008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -187010.234375 Penalty: 3824.261719
	Iteration 17Q: 3 clusters Score -187010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -187011.625000 Penalty: 3824.261719
	Iteration 18Q: 3 clusters Score -187011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -187012.750000 Penalty: 3824.261719
	Iteration 19Q: 3 clusters Score -187012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -187013.078125 Penalty: 3824.261719
	Iteration 20F: 3 clusters Score -187013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -187013.484375 Penalty: 3824.261719
	Iteration 21Q: 3 clusters Score -187013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -187013.484375 Penalty: 3824.261719
	Iteration 22F: 3 clusters Score -187013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Entering Unmasked Estep 
Score: -1523731.250000 Penalty: 2414.091553
	Iteration 0F: 2 clusters Score -1523731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1511644.125000 Penalty: 4828.183105
	Iteration 0F: 3 clusters Score -1511644 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1515565.250000 Penalty: 4828.183105
	Iteration 1F: 3 clusters Score -1515565 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1515934.875000 Penalty: 4828.183105
	Iteration 2F: 3 clusters Score -1515935 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1516239.250000 Penalty: 4828.183105
	Iteration 3Q: 3 clusters Score -1516239 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1516484.750000 Penalty: 4828.183105
	Iteration 4Q: 3 clusters Score -1516485 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1516716.125000 Penalty: 4828.183105
	Iteration 5Q: 3 clusters Score -1516716 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1516944.125000 Penalty: 4828.183105
	Iteration 6Q: 3 clusters Score -1516944 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1517172.500000 Penalty: 4828.183105
	Iteration 7Q: 3 clusters Score -1517172 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1517420.125000 Penalty: 4828.183105
	Iteration 8Q: 3 clusters Score -1517420 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1517701.375000 Penalty: 4828.183105
	Iteration 9Q: 3 clusters Score -1517701 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1518009.500000 Penalty: 4828.183105
	Iteration 10Q: 3 clusters Score -1518010 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1518342.500000 Penalty: 4828.183105
	Iteration 11Q: 3 clusters Score -1518342 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1518728.375000 Penalty: 4828.183105
	Iteration 12Q: 3 clusters Score -1518728 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1519279.875000 Penalty: 4828.183105
	Iteration 13Q: 3 clusters Score -1519280 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1520061.750000 Penalty: 4828.183105
	Iteration 14F: 3 clusters Score -1520062 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1521126.000000 Penalty: 4828.183105
	Iteration 15F: 3 clusters Score -1521126 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1522220.375000 Penalty: 4828.183105
	Iteration 16F: 3 clusters Score -1522220 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1523018.250000 Penalty: 4828.183105
	Iteration 17F: 3 clusters Score -1523018 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1523459.125000 Penalty: 4828.183105
	Iteration 18Q: 3 clusters Score -1523459 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1523713.750000 Penalty: 4828.183105
	Iteration 19Q: 3 clusters Score -1523714 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1523898.875000 Penalty: 4828.183105
	Iteration 20F: 3 clusters Score -1523899 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1524007.875000 Penalty: 4828.183105
	Iteration 21Q: 3 clusters Score -1524008 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1524073.250000 Penalty: 4828.183105
	Iteration 22Q: 3 clusters Score -1524073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1524120.500000 Penalty: 4828.183105
	Iteration 23Q: 3 clusters Score -1524120 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1524154.000000 Penalty: 4828.183105
	Iteration 24Q: 3 clusters Score -1524154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1524186.125000 Penalty: 4828.183105
	Iteration 25Q: 3 clusters Score -1524186 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1524210.500000 Penalty: 4828.183105
	Iteration 26Q: 3 clusters Score -1524210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1524232.625000 Penalty: 4828.183105
	Iteration 27Q: 3 clusters Score -1524233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1524242.875000 Penalty: 4828.183105
	Iteration 28Q: 3 clusters Score -1524243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1524256.625000 Penalty: 4828.183105
	Iteration 29Q: 3 clusters Score -1524257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1524271.125000 Penalty: 4828.183105
	Iteration 30Q: 3 clusters Score -1524271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1524282.125000 Penalty: 4828.183105
	Iteration 31Q: 3 clusters Score -1524282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1524284.500000 Penalty: 4828.183105
	Iteration 32Q: 3 clusters Score -1524284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1524292.500000 Penalty: 4828.183105
	Iteration 33Q: 3 clusters Score -1524292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1524299.375000 Penalty: 4828.183105
	Iteration 34Q: 3 clusters Score -1524299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1524305.625000 Penalty: 4828.183105
	Iteration 35Q: 3 clusters Score -1524306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1524314.875000 Penalty: 4828.183105
	Iteration 36Q: 3 clusters Score -1524315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1524319.875000 Penalty: 4828.183105
	Iteration 37Q: 3 clusters Score -1524320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1524321.250000 Penalty: 4828.183105
	Iteration 38Q: 3 clusters Score -1524321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1524327.250000 Penalty: 4828.183105
	Iteration 39Q: 3 clusters Score -1524327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1524324.000000 Penalty: 4828.183105
	Iteration 40F: 3 clusters Score -1524324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1524328.125000 Penalty: 4828.183105
	Iteration 41Q: 3 clusters Score -1524328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1524328.250000 Penalty: 4828.183105
	Iteration 42Q: 3 clusters Score -1524328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1524327.750000 Penalty: 4828.183105
	Iteration 43Q: 3 clusters Score -1524328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1524326.000000 Penalty: 4828.183105
	Iteration 44Q: 3 clusters Score -1524326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1524326.375000 Penalty: 4828.183105
	Iteration 45Q: 3 clusters Score -1524326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1524326.000000 Penalty: 4828.183105
	Iteration 46Q: 3 clusters Score -1524326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1524330.250000 Penalty: 4828.183105
	Iteration 47Q: 3 clusters Score -1524330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1524330.000000 Penalty: 4828.183105
	Iteration 48Q: 3 clusters Score -1524330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1524330.000000 Penalty: 4828.183105
	Iteration 49Q: 3 clusters Score -1524330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1524331.000000 Penalty: 4828.183105
	Iteration 50Q: 3 clusters Score -1524331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1524332.625000 Penalty: 4828.183105
	Iteration 51Q: 3 clusters Score -1524333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1524333.750000 Penalty: 4828.183105
	Iteration 52Q: 3 clusters Score -1524334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1524334.750000 Penalty: 4828.183105
	Iteration 53Q: 3 clusters Score -1524335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1524335.125000 Penalty: 4828.183105
	Iteration 54Q: 3 clusters Score -1524335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1524335.500000 Penalty: 4828.183105
	Iteration 55Q: 3 clusters Score -1524336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1524336.750000 Penalty: 4828.183105
	Iteration 56Q: 3 clusters Score -1524337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1524337.875000 Penalty: 4828.183105
	Iteration 57Q: 3 clusters Score -1524338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1524340.125000 Penalty: 4828.183105
	Iteration 58Q: 3 clusters Score -1524340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1524334.750000 Penalty: 4828.183105
	Iteration 59Q: 3 clusters Score -1524335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1524338.750000 Penalty: 4828.183105
	Iteration 60F: 3 clusters Score -1524339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1524336.875000 Penalty: 4828.183105
	Iteration 61Q: 3 clusters Score -1524337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1524338.000000 Penalty: 4828.183105
	Iteration 62Q: 3 clusters Score -1524338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1524336.875000 Penalty: 4828.183105
	Iteration 63Q: 3 clusters Score -1524337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1524337.625000 Penalty: 4828.183105
	Iteration 64Q: 3 clusters Score -1524338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1524337.625000 Penalty: 4828.183105
	Iteration 65F: 3 clusters Score -1524338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 4324 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 12562 members 
Entering Unmasked Estep 
Score: -113000016.000000 Penalty: 129393.078125
Splitting cluster 22 changes total score from -113000336.000000 to -113000016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Entering Unmasked Estep 
Score: -1187794.625000 Penalty: 2381.625244
	Iteration 0F: 2 clusters Score -1187795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1177105.750000 Penalty: 4763.250488
	Iteration 0F: 3 clusters Score -1177106 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1181233.625000 Penalty: 4763.250488
	Iteration 1F: 3 clusters Score -1181234 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1182788.250000 Penalty: 4763.250488
	Iteration 2F: 3 clusters Score -1182788 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1184663.875000 Penalty: 4763.250488
	Iteration 3F: 3 clusters Score -1184664 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1186038.500000 Penalty: 4763.250488
	Iteration 4F: 3 clusters Score -1186038 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1186800.750000 Penalty: 4763.250488
	Iteration 5F: 3 clusters Score -1186801 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1187223.375000 Penalty: 4763.250488
	Iteration 6Q: 3 clusters Score -1187223 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1187452.625000 Penalty: 4763.250488
	Iteration 7Q: 3 clusters Score -1187453 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1187571.375000 Penalty: 4763.250488
	Iteration 8Q: 3 clusters Score -1187571 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1187649.750000 Penalty: 4763.250488
	Iteration 9Q: 3 clusters Score -1187650 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1187703.750000 Penalty: 4763.250488
	Iteration 10Q: 3 clusters Score -1187704 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1187742.625000 Penalty: 4763.250488
	Iteration 11Q: 3 clusters Score -1187743 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1187782.375000 Penalty: 4763.250488
	Iteration 12Q: 3 clusters Score -1187782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1187821.125000 Penalty: 4763.250488
	Iteration 13Q: 3 clusters Score -1187821 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1187859.625000 Penalty: 4763.250488
	Iteration 14Q: 3 clusters Score -1187860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1187895.125000 Penalty: 4763.250488
	Iteration 15Q: 3 clusters Score -1187895 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1187923.125000 Penalty: 4763.250488
	Iteration 16Q: 3 clusters Score -1187923 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1187954.375000 Penalty: 4763.250488
	Iteration 17Q: 3 clusters Score -1187954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1187976.500000 Penalty: 4763.250488
	Iteration 18Q: 3 clusters Score -1187976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1187996.375000 Penalty: 4763.250488
	Iteration 19Q: 3 clusters Score -1187996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1188009.500000 Penalty: 4763.250488
	Iteration 20F: 3 clusters Score -1188010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1188026.625000 Penalty: 4763.250488
	Iteration 21Q: 3 clusters Score -1188027 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1188041.000000 Penalty: 4763.250488
	Iteration 22Q: 3 clusters Score -1188041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1188047.125000 Penalty: 4763.250488
	Iteration 23Q: 3 clusters Score -1188047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1188056.125000 Penalty: 4763.250488
	Iteration 24Q: 3 clusters Score -1188056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1188059.250000 Penalty: 4763.250488
	Iteration 25Q: 3 clusters Score -1188059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1188061.750000 Penalty: 4763.250488
	Iteration 26Q: 3 clusters Score -1188062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1188068.625000 Penalty: 4763.250488
	Iteration 27Q: 3 clusters Score -1188069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1188075.750000 Penalty: 4763.250488
	Iteration 28Q: 3 clusters Score -1188076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1188078.500000 Penalty: 4763.250488
	Iteration 29Q: 3 clusters Score -1188078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1188081.125000 Penalty: 4763.250488
	Iteration 30Q: 3 clusters Score -1188081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1188082.875000 Penalty: 4763.250488
	Iteration 31Q: 3 clusters Score -1188083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1188086.500000 Penalty: 4763.250488
	Iteration 32Q: 3 clusters Score -1188086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1188093.000000 Penalty: 4763.250488
	Iteration 33Q: 3 clusters Score -1188093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1188092.125000 Penalty: 4763.250488
	Iteration 34Q: 3 clusters Score -1188092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1188092.750000 Penalty: 4763.250488
	Iteration 35Q: 3 clusters Score -1188093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1188092.250000 Penalty: 4763.250488
	Iteration 36Q: 3 clusters Score -1188092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1188093.500000 Penalty: 4763.250488
	Iteration 37Q: 3 clusters Score -1188094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1188097.875000 Penalty: 4763.250488
	Iteration 38Q: 3 clusters Score -1188098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1188098.625000 Penalty: 4763.250488
	Iteration 39Q: 3 clusters Score -1188099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1188100.250000 Penalty: 4763.250488
	Iteration 40F: 3 clusters Score -1188100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1188102.375000 Penalty: 4763.250488
	Iteration 41Q: 3 clusters Score -1188102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1188105.250000 Penalty: 4763.250488
	Iteration 42Q: 3 clusters Score -1188105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1188107.250000 Penalty: 4763.250488
	Iteration 43Q: 3 clusters Score -1188107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1188111.125000 Penalty: 4763.250488
	Iteration 44Q: 3 clusters Score -1188111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1188111.125000 Penalty: 4763.250488
	Iteration 45Q: 3 clusters Score -1188111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1188117.500000 Penalty: 4763.250488
	Iteration 46Q: 3 clusters Score -1188118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1188116.625000 Penalty: 4763.250488
	Iteration 47Q: 3 clusters Score -1188117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1188118.250000 Penalty: 4763.250488
	Iteration 48Q: 3 clusters Score -1188118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1188122.000000 Penalty: 4763.250488
	Iteration 49Q: 3 clusters Score -1188122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1188128.375000 Penalty: 4763.250488
	Iteration 50Q: 3 clusters Score -1188128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1188129.375000 Penalty: 4763.250488
	Iteration 51Q: 3 clusters Score -1188129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1188127.875000 Penalty: 4763.250488
	Iteration 52Q: 3 clusters Score -1188128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1188131.250000 Penalty: 4763.250488
	Iteration 53Q: 3 clusters Score -1188131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1188136.750000 Penalty: 4763.250488
	Iteration 54Q: 3 clusters Score -1188137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1188137.875000 Penalty: 4763.250488
	Iteration 55Q: 3 clusters Score -1188138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1188140.000000 Penalty: 4763.250488
	Iteration 56Q: 3 clusters Score -1188140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1188141.875000 Penalty: 4763.250488
	Iteration 57Q: 3 clusters Score -1188142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1188142.875000 Penalty: 4763.250488
	Iteration 58Q: 3 clusters Score -1188143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1188144.500000 Penalty: 4763.250488
	Iteration 59Q: 3 clusters Score -1188144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1188145.000000 Penalty: 4763.250488
	Iteration 60F: 3 clusters Score -1188145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1188147.500000 Penalty: 4763.250488
	Iteration 61Q: 3 clusters Score -1188148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1188149.375000 Penalty: 4763.250488
	Iteration 62Q: 3 clusters Score -1188149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1188150.625000 Penalty: 4763.250488
	Iteration 63Q: 3 clusters Score -1188151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1188155.000000 Penalty: 4763.250488
	Iteration 64Q: 3 clusters Score -1188155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1188154.375000 Penalty: 4763.250488
	Iteration 65Q: 3 clusters Score -1188154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1188155.625000 Penalty: 4763.250488
	Iteration 66Q: 3 clusters Score -1188156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1188154.500000 Penalty: 4763.250488
	Iteration 67Q: 3 clusters Score -1188154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1188157.500000 Penalty: 4763.250488
	Iteration 68Q: 3 clusters Score -1188158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1188161.000000 Penalty: 4763.250488
	Iteration 69Q: 3 clusters Score -1188161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1188164.500000 Penalty: 4763.250488
	Iteration 70Q: 3 clusters Score -1188164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1188165.125000 Penalty: 4763.250488
	Iteration 71Q: 3 clusters Score -1188165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1188165.375000 Penalty: 4763.250488
	Iteration 72Q: 3 clusters Score -1188165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1188164.875000 Penalty: 4763.250488
	Iteration 73Q: 3 clusters Score -1188165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1188164.250000 Penalty: 4763.250488
	Iteration 74Q: 3 clusters Score -1188164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1188164.250000 Penalty: 4763.250488
	Iteration 75F: 3 clusters Score -1188164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 11315 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 3499 members 
Entering Unmasked Estep 
Score: -112999208.000000 Penalty: 129393.078125
Splitting cluster 23 changes total score from -113000336.000000 to -112999208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (8509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Entering Unmasked Estep 
Score: -644468.312500 Penalty: 2244.122070
	Iteration 0F: 2 clusters Score -644468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -637698.812500 Penalty: 4488.244141
	Iteration 0F: 3 clusters Score -637698.8 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -639723.250000 Penalty: 4488.244141
	Iteration 1F: 3 clusters Score -639723.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -640497.687500 Penalty: 4488.244141
	Iteration 2F: 3 clusters Score -640497.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -641375.250000 Penalty: 4488.244141
	Iteration 3F: 3 clusters Score -641375.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -642115.000000 Penalty: 4488.244141
	Iteration 4F: 3 clusters Score -642115 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -642602.250000 Penalty: 4488.244141
	Iteration 5F: 3 clusters Score -642602.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -642909.375000 Penalty: 4488.244141
	Iteration 6F: 3 clusters Score -642909.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -643111.375000 Penalty: 4488.244141
	Iteration 7Q: 3 clusters Score -643111.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -643279.875000 Penalty: 4488.244141
	Iteration 8Q: 3 clusters Score -643279.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -643383.312500 Penalty: 4488.244141
	Iteration 9Q: 3 clusters Score -643383.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -643466.000000 Penalty: 4488.244141
	Iteration 10Q: 3 clusters Score -643466 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -643536.812500 Penalty: 4488.244141
	Iteration 11Q: 3 clusters Score -643536.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -643593.062500 Penalty: 4488.244141
	Iteration 12Q: 3 clusters Score -643593.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -643640.437500 Penalty: 4488.244141
	Iteration 13Q: 3 clusters Score -643640.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -643677.312500 Penalty: 4488.244141
	Iteration 14Q: 3 clusters Score -643677.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -643708.625000 Penalty: 4488.244141
	Iteration 15Q: 3 clusters Score -643708.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -643735.000000 Penalty: 4488.244141
	Iteration 16Q: 3 clusters Score -643735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -643760.875000 Penalty: 4488.244141
	Iteration 17Q: 3 clusters Score -643760.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -643782.812500 Penalty: 4488.244141
	Iteration 18Q: 3 clusters Score -643782.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -643797.375000 Penalty: 4488.244141
	Iteration 19Q: 3 clusters Score -643797.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -643814.687500 Penalty: 4488.244141
	Iteration 20F: 3 clusters Score -643814.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -643828.687500 Penalty: 4488.244141
	Iteration 21Q: 3 clusters Score -643828.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -643843.812500 Penalty: 4488.244141
	Iteration 22Q: 3 clusters Score -643843.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -643852.750000 Penalty: 4488.244141
	Iteration 23Q: 3 clusters Score -643852.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -643865.125000 Penalty: 4488.244141
	Iteration 24Q: 3 clusters Score -643865.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -643873.437500 Penalty: 4488.244141
	Iteration 25Q: 3 clusters Score -643873.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -643885.250000 Penalty: 4488.244141
	Iteration 26Q: 3 clusters Score -643885.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -643897.812500 Penalty: 4488.244141
	Iteration 27Q: 3 clusters Score -643897.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -643912.312500 Penalty: 4488.244141
	Iteration 28Q: 3 clusters Score -643912.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -643924.625000 Penalty: 4488.244141
	Iteration 29Q: 3 clusters Score -643924.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -643937.812500 Penalty: 4488.244141
	Iteration 30Q: 3 clusters Score -643937.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -643953.875000 Penalty: 4488.244141
	Iteration 31Q: 3 clusters Score -643953.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -643967.812500 Penalty: 4488.244141
	Iteration 32Q: 3 clusters Score -643967.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -643980.937500 Penalty: 4488.244141
	Iteration 33Q: 3 clusters Score -643980.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -643988.937500 Penalty: 4488.244141
	Iteration 34Q: 3 clusters Score -643988.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -643998.875000 Penalty: 4488.244141
	Iteration 35Q: 3 clusters Score -643998.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -644006.250000 Penalty: 4488.244141
	Iteration 36Q: 3 clusters Score -644006.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -644013.562500 Penalty: 4488.244141
	Iteration 37Q: 3 clusters Score -644013.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -644019.750000 Penalty: 4488.244141
	Iteration 38Q: 3 clusters Score -644019.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -644023.125000 Penalty: 4488.244141
	Iteration 39Q: 3 clusters Score -644023.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -644030.937500 Penalty: 4488.244141
	Iteration 40F: 3 clusters Score -644030.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -644036.062500 Penalty: 4488.244141
	Iteration 41Q: 3 clusters Score -644036.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -644041.437500 Penalty: 4488.244141
	Iteration 42Q: 3 clusters Score -644041.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -644044.625000 Penalty: 4488.244141
	Iteration 43Q: 3 clusters Score -644044.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -644046.562500 Penalty: 4488.244141
	Iteration 44Q: 3 clusters Score -644046.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -644049.000000 Penalty: 4488.244141
	Iteration 45Q: 3 clusters Score -644049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -644051.875000 Penalty: 4488.244141
	Iteration 46Q: 3 clusters Score -644051.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -644054.000000 Penalty: 4488.244141
	Iteration 47Q: 3 clusters Score -644054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -644056.687500 Penalty: 4488.244141
	Iteration 48Q: 3 clusters Score -644056.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -644059.437500 Penalty: 4488.244141
	Iteration 49Q: 3 clusters Score -644059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -644062.250000 Penalty: 4488.244141
	Iteration 50Q: 3 clusters Score -644062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -644064.000000 Penalty: 4488.244141
	Iteration 51Q: 3 clusters Score -644064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -644070.312500 Penalty: 4488.244141
	Iteration 52Q: 3 clusters Score -644070.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -644073.000000 Penalty: 4488.244141
	Iteration 53Q: 3 clusters Score -644073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -644074.250000 Penalty: 4488.244141
	Iteration 54Q: 3 clusters Score -644074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -644078.437500 Penalty: 4488.244141
	Iteration 55Q: 3 clusters Score -644078.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -644082.125000 Penalty: 4488.244141
	Iteration 56Q: 3 clusters Score -644082.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -644084.687500 Penalty: 4488.244141
	Iteration 57Q: 3 clusters Score -644084.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -644089.062500 Penalty: 4488.244141
	Iteration 58Q: 3 clusters Score -644089.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -644091.812500 Penalty: 4488.244141
	Iteration 59Q: 3 clusters Score -644091.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -644096.812500 Penalty: 4488.244141
	Iteration 60F: 3 clusters Score -644096.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -644103.750000 Penalty: 4488.244141
	Iteration 61Q: 3 clusters Score -644103.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -644108.500000 Penalty: 4488.244141
	Iteration 62Q: 3 clusters Score -644108.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -644112.062500 Penalty: 4488.244141
	Iteration 63Q: 3 clusters Score -644112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -644115.937500 Penalty: 4488.244141
	Iteration 64Q: 3 clusters Score -644115.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -644117.000000 Penalty: 4488.244141
	Iteration 65Q: 3 clusters Score -644117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -644117.562500 Penalty: 4488.244141
	Iteration 66Q: 3 clusters Score -644117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -644119.500000 Penalty: 4488.244141
	Iteration 67Q: 3 clusters Score -644119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -644121.250000 Penalty: 4488.244141
	Iteration 68Q: 3 clusters Score -644121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -644120.687500 Penalty: 4488.244141
	Iteration 69Q: 3 clusters Score -644120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -644122.125000 Penalty: 4488.244141
	Iteration 70Q: 3 clusters Score -644122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -644123.625000 Penalty: 4488.244141
	Iteration 71Q: 3 clusters Score -644123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -644126.375000 Penalty: 4488.244141
	Iteration 72Q: 3 clusters Score -644126.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -644130.625000 Penalty: 4488.244141
	Iteration 73Q: 3 clusters Score -644130.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -644134.312500 Penalty: 4488.244141
	Iteration 74Q: 3 clusters Score -644134.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -644138.687500 Penalty: 4488.244141
	Iteration 75Q: 3 clusters Score -644138.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -644138.562500 Penalty: 4488.244141
	Iteration 76Q: 3 clusters Score -644138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -644141.687500 Penalty: 4488.244141
	Iteration 77Q: 3 clusters Score -644141.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -644144.812500 Penalty: 4488.244141
	Iteration 78Q: 3 clusters Score -644144.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -644148.687500 Penalty: 4488.244141
	Iteration 79Q: 3 clusters Score -644148.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -644151.625000 Penalty: 4488.244141
	Iteration 80F: 3 clusters Score -644151.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -644153.562500 Penalty: 4488.244141
	Iteration 81Q: 3 clusters Score -644153.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -644156.375000 Penalty: 4488.244141
	Iteration 82Q: 3 clusters Score -644156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -644155.687500 Penalty: 4488.244141
	Iteration 83Q: 3 clusters Score -644155.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -644155.687500 Penalty: 4488.244141
	Iteration 84Q: 3 clusters Score -644155.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -644156.687500 Penalty: 4488.244141
	Iteration 85Q: 3 clusters Score -644156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -644159.625000 Penalty: 4488.244141
	Iteration 86Q: 3 clusters Score -644159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -644162.312500 Penalty: 4488.244141
	Iteration 87Q: 3 clusters Score -644162.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -644164.250000 Penalty: 4488.244141
	Iteration 88Q: 3 clusters Score -644164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -644165.187500 Penalty: 4488.244141
	Iteration 89Q: 3 clusters Score -644165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -644165.062500 Penalty: 4488.244141
	Iteration 90Q: 3 clusters Score -644165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -644165.750000 Penalty: 4488.244141
	Iteration 91Q: 3 clusters Score -644165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -644164.687500 Penalty: 4488.244141
	Iteration 92Q: 3 clusters Score -644164.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -644164.687500 Penalty: 4488.244141
	Iteration 93F: 3 clusters Score -644164.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -146158.500000 Penalty: 1870.994385
	Iteration 0F: 2 clusters Score -146158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143612.968750 Penalty: 3741.988770
	Iteration 0F: 3 clusters Score -143613 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144125.046875 Penalty: 3741.988770
	Iteration 1F: 3 clusters Score -144125 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144305.906250 Penalty: 3741.988770
	Iteration 2F: 3 clusters Score -144305.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -144441.156250 Penalty: 3741.988770
	Iteration 3F: 3 clusters Score -144441.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -144622.562500 Penalty: 3741.988770
	Iteration 4F: 3 clusters Score -144622.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -144865.875000 Penalty: 3741.988770
	Iteration 5F: 3 clusters Score -144865.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145177.921875 Penalty: 3741.988770
	Iteration 6F: 3 clusters Score -145177.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145545.171875 Penalty: 3741.988770
	Iteration 7F: 3 clusters Score -145545.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -145987.109375 Penalty: 3741.988770
	Iteration 8F: 3 clusters Score -145987.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -146428.265625 Penalty: 3741.988770
	Iteration 9Q: 3 clusters Score -146428.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -146603.640625 Penalty: 3741.988770
	Iteration 10Q: 3 clusters Score -146603.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -146657.015625 Penalty: 3741.988770
	Iteration 11Q: 3 clusters Score -146657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -146672.218750 Penalty: 3741.988770
	Iteration 12Q: 3 clusters Score -146672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -146677.281250 Penalty: 3741.988770
	Iteration 13Q: 3 clusters Score -146677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -146680.453125 Penalty: 3741.988770
	Iteration 14Q: 3 clusters Score -146680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -146681.359375 Penalty: 3741.988770
	Iteration 15Q: 3 clusters Score -146681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -146682.109375 Penalty: 3741.988770
	Iteration 16Q: 3 clusters Score -146682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -146682.875000 Penalty: 3741.988770
	Iteration 17Q: 3 clusters Score -146682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -146682.875000 Penalty: 3741.988770
	Iteration 18F: 3 clusters Score -146682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 960 members 
Entering Unmasked Estep 
Score: -112999280.000000 Penalty: 129393.078125
Splitting cluster 25 changes total score from -113000336.000000 to -112999280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (61466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Entering Unmasked Estep 
Score: -5468724.000000 Penalty: 2734.507324
	Iteration 0F: 2 clusters Score -5468724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -5427487.000000 Penalty: 5469.014648
	Iteration 0F: 3 clusters Score -5427487 nChanged 28735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -5443445.000000 Penalty: 5469.014648
	Iteration 1F: 3 clusters Score -5443445 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5444157.000000 Penalty: 5469.014648
	Iteration 2Q: 3 clusters Score -5444157 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -5444755.000000 Penalty: 5469.014648
	Iteration 3Q: 3 clusters Score -5444755 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -5445412.500000 Penalty: 5469.014648
	Iteration 4Q: 3 clusters Score -5445412 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5446157.000000 Penalty: 5469.014648
	Iteration 5Q: 3 clusters Score -5446157 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5446895.500000 Penalty: 5469.014648
	Iteration 6Q: 3 clusters Score -5446896 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5447650.000000 Penalty: 5469.014648
	Iteration 7Q: 3 clusters Score -5447650 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -5448310.500000 Penalty: 5469.014648
	Iteration 8Q: 3 clusters Score -5448310 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -5449016.000000 Penalty: 5469.014648
	Iteration 9Q: 3 clusters Score -5449016 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5449730.000000 Penalty: 5469.014648
	Iteration 10Q: 3 clusters Score -5449730 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5450426.000000 Penalty: 5469.014648
	Iteration 11Q: 3 clusters Score -5450426 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5451252.000000 Penalty: 5469.014648
	Iteration 12Q: 3 clusters Score -5451252 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -5452207.000000 Penalty: 5469.014648
	Iteration 13Q: 3 clusters Score -5452207 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5453433.000000 Penalty: 5469.014648
	Iteration 14Q: 3 clusters Score -5453433 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5454862.000000 Penalty: 5469.014648
	Iteration 15Q: 3 clusters Score -5454862 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -5456365.000000 Penalty: 5469.014648
	Iteration 16Q: 3 clusters Score -5456365 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -5457433.500000 Penalty: 5469.014648
	Iteration 17Q: 3 clusters Score -5457434 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -5458139.500000 Penalty: 5469.014648
	Iteration 18Q: 3 clusters Score -5458140 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -5458523.000000 Penalty: 5469.014648
	Iteration 19Q: 3 clusters Score -5458523 nChanged 1067
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5459200 nChanged 1060
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5459596 nChanged 1051
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5459963 nChanged 1040
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Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5460340 nChanged 1070
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Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5460761 nChanged 1041
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Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5461184 nChanged 1055
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Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5461636 nChanged 998
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Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5462053 nChanged 942
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Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5462483 nChanged 838
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Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5462798 nChanged 843
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Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5463136 nChanged 731
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Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5463402 nChanged 682
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Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5463648 nChanged 623
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Mstep: Class 1 contains 50983 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5463826 nChanged 612
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Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5464002 nChanged 560
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Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5464184 nChanged 539
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Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5464343 nChanged 496
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Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5464655 nChanged 425
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Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5464798 nChanged 434
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Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 6605 members 
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	Iteration 42Q: 3 clusters Score -5465051 nChanged 351
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Mstep: Class 1 contains 57036 members 
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	Iteration 50Q: 3 clusters Score -5465730 nChanged 186
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Mstep: Class 1 contains 57435 members 
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Mstep: Class 1 contains 58201 members 
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Mstep: Class 1 contains 58566 members 
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Mstep: Class 1 contains 58765 members 
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	Iteration 61Q: 3 clusters Score -5466138 nChanged 101
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Mstep: Class 1 contains 58864 members 
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Mstep: Class 1 contains 58956 members 
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Mstep: Class 1 contains 59027 members 
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	Iteration 65Q: 3 clusters Score -5466224 nChanged 68
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	Iteration 66Q: 3 clusters Score -5466246 nChanged 65
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	Iteration 67Q: 3 clusters Score -5466256 nChanged 62
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	Iteration 68Q: 3 clusters Score -5466278 nChanged 55
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	Iteration 69Q: 3 clusters Score -5466292 nChanged 46
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	Iteration 70Q: 3 clusters Score -5466306 nChanged 41
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	Iteration 71Q: 3 clusters Score -5466318 nChanged 41
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	Iteration 72Q: 3 clusters Score -5466325 nChanged 38
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	Iteration 73Q: 3 clusters Score -5466342 nChanged 31
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	Iteration 74Q: 3 clusters Score -5466352 nChanged 23
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	Iteration 75Q: 3 clusters Score -5466345 nChanged 25
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	Iteration 76Q: 3 clusters Score -5466349 nChanged 29
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	Iteration 78Q: 3 clusters Score -5466371 nChanged 16
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	Iteration 79Q: 3 clusters Score -5466372 nChanged 11
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	Iteration 80F: 3 clusters Score -5466370 nChanged 14
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	Iteration 81Q: 3 clusters Score -5466372 nChanged 17
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	Iteration 82Q: 3 clusters Score -5466375 nChanged 20
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	Iteration 83Q: 3 clusters Score -5466383 nChanged 19
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	Iteration 84Q: 3 clusters Score -5466390 nChanged 18
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	Iteration 86Q: 3 clusters Score -5466392 nChanged 19
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	Iteration 87Q: 3 clusters Score -5466394 nChanged 13
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	Iteration 88Q: 3 clusters Score -5466398 nChanged 14
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	Iteration 89Q: 3 clusters Score -5466403 nChanged 9
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	Iteration 90Q: 3 clusters Score -5466408 nChanged 6
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	Iteration 92Q: 3 clusters Score -5466418 nChanged 7
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	Iteration 93Q: 3 clusters Score -5466412 nChanged 7
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	Iteration 94Q: 3 clusters Score -5466408 nChanged 4
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	Iteration 97Q: 3 clusters Score -5466420 nChanged 5
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	Iteration 98Q: 3 clusters Score -5466422 nChanged 9
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	Iteration 101Q: 3 clusters Score -5466422 nChanged 9
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	Iteration 102Q: 3 clusters Score -5466420 nChanged 12
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	Iteration 103Q: 3 clusters Score -5466426 nChanged 6
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	Iteration 104Q: 3 clusters Score -5466428 nChanged 2
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	Iteration 105Q: 3 clusters Score -5466424 nChanged 2
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	Iteration 106Q: 3 clusters Score -5466414 nChanged 3
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	Iteration 107Q: 3 clusters Score -5466416 nChanged 3
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	Iteration 108Q: 3 clusters Score -5466423 nChanged 6
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	Iteration 109Q: 3 clusters Score -5466425 nChanged 8
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	Iteration 110Q: 3 clusters Score -5466429 nChanged 3
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	Iteration 111Q: 3 clusters Score -5466436 nChanged 1
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	Iteration 112Q: 3 clusters Score -5466436 nChanged 3
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Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5466437.000000 Penalty: 5469.014648
	Iteration 113Q: 3 clusters Score -5466437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5466438.500000 Penalty: 5469.014648
	Iteration 114Q: 3 clusters Score -5466438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5466437.000000 Penalty: 5469.014648
	Iteration 115Q: 3 clusters Score -5466437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5466443.500000 Penalty: 5469.014648
	Iteration 116Q: 3 clusters Score -5466444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5466444.000000 Penalty: 5469.014648
	Iteration 117Q: 3 clusters Score -5466444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59963 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5466449.000000 Penalty: 5469.014648
	Iteration 118Q: 3 clusters Score -5466449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5466450.000000 Penalty: 5469.014648
	Iteration 119Q: 3 clusters Score -5466450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5466450.000000 Penalty: 5469.014648
	Iteration 120F: 3 clusters Score -5466450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Entering Unmasked Estep 
Score: -636750.812500 Penalty: 2219.184814
	Iteration 0F: 2 clusters Score -636750.8 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 3811 members 
Entering Unmasked Estep 
Score: -630491.437500 Penalty: 4438.369629
	Iteration 0F: 3 clusters Score -630491.4 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -632082.125000 Penalty: 4438.369629
	Iteration 1F: 3 clusters Score -632082.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -632341.500000 Penalty: 4438.369629
	Iteration 2F: 3 clusters Score -632341.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -632514.750000 Penalty: 4438.369629
	Iteration 3Q: 3 clusters Score -632514.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -632674.000000 Penalty: 4438.369629
	Iteration 4Q: 3 clusters Score -632674 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -632814.500000 Penalty: 4438.369629
	Iteration 5Q: 3 clusters Score -632814.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -632949.937500 Penalty: 4438.369629
	Iteration 6Q: 3 clusters Score -632949.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -633111.375000 Penalty: 4438.369629
	Iteration 7Q: 3 clusters Score -633111.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -633308.062500 Penalty: 4438.369629
	Iteration 8Q: 3 clusters Score -633308.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -633495.562500 Penalty: 4438.369629
	Iteration 9Q: 3 clusters Score -633495.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -633690.812500 Penalty: 4438.369629
	Iteration 10Q: 3 clusters Score -633690.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -633902.000000 Penalty: 4438.369629
	Iteration 11Q: 3 clusters Score -633902 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -634098.750000 Penalty: 4438.369629
	Iteration 12Q: 3 clusters Score -634098.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -634278.750000 Penalty: 4438.369629
	Iteration 13Q: 3 clusters Score -634278.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -634423.875000 Penalty: 4438.369629
	Iteration 14Q: 3 clusters Score -634423.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -634533.250000 Penalty: 4438.369629
	Iteration 15Q: 3 clusters Score -634533.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -634623.750000 Penalty: 4438.369629
	Iteration 16Q: 3 clusters Score -634623.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -634679.062500 Penalty: 4438.369629
	Iteration 17Q: 3 clusters Score -634679.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -634722.437500 Penalty: 4438.369629
	Iteration 18Q: 3 clusters Score -634722.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -634768.437500 Penalty: 4438.369629
	Iteration 19Q: 3 clusters Score -634768.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -634802.187500 Penalty: 4438.369629
	Iteration 20F: 3 clusters Score -634802.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -634824.937500 Penalty: 4438.369629
	Iteration 21Q: 3 clusters Score -634824.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -634843.750000 Penalty: 4438.369629
	Iteration 22Q: 3 clusters Score -634843.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -634858.562500 Penalty: 4438.369629
	Iteration 23Q: 3 clusters Score -634858.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -634869.250000 Penalty: 4438.369629
	Iteration 24Q: 3 clusters Score -634869.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -634883.750000 Penalty: 4438.369629
	Iteration 25Q: 3 clusters Score -634883.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -634901.187500 Penalty: 4438.369629
	Iteration 26Q: 3 clusters Score -634901.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -634923.500000 Penalty: 4438.369629
	Iteration 27Q: 3 clusters Score -634923.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -634938.687500 Penalty: 4438.369629
	Iteration 28Q: 3 clusters Score -634938.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -634959.687500 Penalty: 4438.369629
	Iteration 29Q: 3 clusters Score -634959.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -634978.000000 Penalty: 4438.369629
	Iteration 30Q: 3 clusters Score -634978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -634995.312500 Penalty: 4438.369629
	Iteration 31Q: 3 clusters Score -634995.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -635013.000000 Penalty: 4438.369629
	Iteration 32Q: 3 clusters Score -635013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -635027.562500 Penalty: 4438.369629
	Iteration 33Q: 3 clusters Score -635027.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -635037.312500 Penalty: 4438.369629
	Iteration 34Q: 3 clusters Score -635037.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -635047.687500 Penalty: 4438.369629
	Iteration 35Q: 3 clusters Score -635047.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -635056.562500 Penalty: 4438.369629
	Iteration 36Q: 3 clusters Score -635056.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -635064.312500 Penalty: 4438.369629
	Iteration 37Q: 3 clusters Score -635064.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -635072.687500 Penalty: 4438.369629
	Iteration 38Q: 3 clusters Score -635072.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -635080.562500 Penalty: 4438.369629
	Iteration 39Q: 3 clusters Score -635080.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -635088.625000 Penalty: 4438.369629
	Iteration 40F: 3 clusters Score -635088.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -635094.750000 Penalty: 4438.369629
	Iteration 41Q: 3 clusters Score -635094.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -635100.812500 Penalty: 4438.369629
	Iteration 42Q: 3 clusters Score -635100.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -635108.625000 Penalty: 4438.369629
	Iteration 43Q: 3 clusters Score -635108.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -635113.187500 Penalty: 4438.369629
	Iteration 44Q: 3 clusters Score -635113.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -635121.437500 Penalty: 4438.369629
	Iteration 45Q: 3 clusters Score -635121.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -635128.687500 Penalty: 4438.369629
	Iteration 46Q: 3 clusters Score -635128.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -635137.500000 Penalty: 4438.369629
	Iteration 47Q: 3 clusters Score -635137.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -635146.375000 Penalty: 4438.369629
	Iteration 48Q: 3 clusters Score -635146.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -635156.000000 Penalty: 4438.369629
	Iteration 49Q: 3 clusters Score -635156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -635168.750000 Penalty: 4438.369629
	Iteration 50Q: 3 clusters Score -635168.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -635176.687500 Penalty: 4438.369629
	Iteration 51Q: 3 clusters Score -635176.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -635189.750000 Penalty: 4438.369629
	Iteration 52Q: 3 clusters Score -635189.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -635197.437500 Penalty: 4438.369629
	Iteration 53Q: 3 clusters Score -635197.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -635209.375000 Penalty: 4438.369629
	Iteration 54Q: 3 clusters Score -635209.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -635217.437500 Penalty: 4438.369629
	Iteration 55Q: 3 clusters Score -635217.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -635232.000000 Penalty: 4438.369629
	Iteration 56Q: 3 clusters Score -635232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -635246.937500 Penalty: 4438.369629
	Iteration 57Q: 3 clusters Score -635246.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -635261.875000 Penalty: 4438.369629
	Iteration 58Q: 3 clusters Score -635261.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -635274.312500 Penalty: 4438.369629
	Iteration 59Q: 3 clusters Score -635274.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -635287.562500 Penalty: 4438.369629
	Iteration 60F: 3 clusters Score -635287.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -635304.687500 Penalty: 4438.369629
	Iteration 61Q: 3 clusters Score -635304.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -635323.937500 Penalty: 4438.369629
	Iteration 62Q: 3 clusters Score -635323.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -635341.250000 Penalty: 4438.369629
	Iteration 63Q: 3 clusters Score -635341.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -635358.750000 Penalty: 4438.369629
	Iteration 64Q: 3 clusters Score -635358.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -635380.875000 Penalty: 4438.369629
	Iteration 65Q: 3 clusters Score -635380.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -635400.125000 Penalty: 4438.369629
	Iteration 66Q: 3 clusters Score -635400.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -635415.125000 Penalty: 4438.369629
	Iteration 67Q: 3 clusters Score -635415.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -635431.250000 Penalty: 4438.369629
	Iteration 68Q: 3 clusters Score -635431.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -635453.812500 Penalty: 4438.369629
	Iteration 69Q: 3 clusters Score -635453.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -635475.125000 Penalty: 4438.369629
	Iteration 70Q: 3 clusters Score -635475.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -635483.562500 Penalty: 4438.369629
	Iteration 71Q: 3 clusters Score -635483.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -635492.062500 Penalty: 4438.369629
	Iteration 72Q: 3 clusters Score -635492.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -635497.312500 Penalty: 4438.369629
	Iteration 73Q: 3 clusters Score -635497.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -635504.062500 Penalty: 4438.369629
	Iteration 74Q: 3 clusters Score -635504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -635506.687500 Penalty: 4438.369629
	Iteration 75Q: 3 clusters Score -635506.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -635510.875000 Penalty: 4438.369629
	Iteration 76Q: 3 clusters Score -635510.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -635515.562500 Penalty: 4438.369629
	Iteration 77Q: 3 clusters Score -635515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -635519.125000 Penalty: 4438.369629
	Iteration 78Q: 3 clusters Score -635519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -635523.312500 Penalty: 4438.369629
	Iteration 79Q: 3 clusters Score -635523.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -635528.062500 Penalty: 4438.369629
	Iteration 80F: 3 clusters Score -635528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -635530.937500 Penalty: 4438.369629
	Iteration 81Q: 3 clusters Score -635530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -635533.812500 Penalty: 4438.369629
	Iteration 82Q: 3 clusters Score -635533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -635533.125000 Penalty: 4438.369629
	Iteration 83Q: 3 clusters Score -635533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -635536.437500 Penalty: 4438.369629
	Iteration 84Q: 3 clusters Score -635536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -635536.500000 Penalty: 4438.369629
	Iteration 85Q: 3 clusters Score -635536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -635539.250000 Penalty: 4438.369629
	Iteration 86Q: 3 clusters Score -635539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -635541.062500 Penalty: 4438.369629
	Iteration 87Q: 3 clusters Score -635541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -635543.312500 Penalty: 4438.369629
	Iteration 88Q: 3 clusters Score -635543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -635542.750000 Penalty: 4438.369629
	Iteration 89Q: 3 clusters Score -635542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -635545.250000 Penalty: 4438.369629
	Iteration 90Q: 3 clusters Score -635545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -635546.500000 Penalty: 4438.369629
	Iteration 91Q: 3 clusters Score -635546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -635547.250000 Penalty: 4438.369629
	Iteration 92Q: 3 clusters Score -635547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -635546.687500 Penalty: 4438.369629
	Iteration 93Q: 3 clusters Score -635546.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -635548.437500 Penalty: 4438.369629
	Iteration 94Q: 3 clusters Score -635548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -635549.250000 Penalty: 4438.369629
	Iteration 95Q: 3 clusters Score -635549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -635549.812500 Penalty: 4438.369629
	Iteration 96Q: 3 clusters Score -635549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -635550.812500 Penalty: 4438.369629
	Iteration 97Q: 3 clusters Score -635550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -635551.375000 Penalty: 4438.369629
	Iteration 98Q: 3 clusters Score -635551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -635551.375000 Penalty: 4438.369629
	Iteration 99F: 3 clusters Score -635551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Entering Unmasked Estep 
Score: -625358.500000 Penalty: 2209.590820
	Iteration 0F: 2 clusters Score -625358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -619370.000000 Penalty: 4419.181641
	Iteration 0F: 3 clusters Score -619370 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -621090.750000 Penalty: 4419.181641
	Iteration 1F: 3 clusters Score -621090.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -621518.250000 Penalty: 4419.181641
	Iteration 2F: 3 clusters Score -621518.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -621862.250000 Penalty: 4419.181641
	Iteration 3F: 3 clusters Score -621862.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -622186.937500 Penalty: 4419.181641
	Iteration 4F: 3 clusters Score -622186.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -622493.062500 Penalty: 4419.181641
	Iteration 5F: 3 clusters Score -622493.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -622796.937500 Penalty: 4419.181641
	Iteration 6F: 3 clusters Score -622796.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -623057.812500 Penalty: 4419.181641
	Iteration 7Q: 3 clusters Score -623057.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -623282.437500 Penalty: 4419.181641
	Iteration 8Q: 3 clusters Score -623282.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -623536.187500 Penalty: 4419.181641
	Iteration 9Q: 3 clusters Score -623536.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -623830.375000 Penalty: 4419.181641
	Iteration 10Q: 3 clusters Score -623830.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -624202.250000 Penalty: 4419.181641
	Iteration 11Q: 3 clusters Score -624202.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -624532.125000 Penalty: 4419.181641
	Iteration 12Q: 3 clusters Score -624532.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -624707.000000 Penalty: 4419.181641
	Iteration 13Q: 3 clusters Score -624707 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -624790.500000 Penalty: 4419.181641
	Iteration 14Q: 3 clusters Score -624790.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -624843.437500 Penalty: 4419.181641
	Iteration 15Q: 3 clusters Score -624843.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -624890.250000 Penalty: 4419.181641
	Iteration 16Q: 3 clusters Score -624890.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -624933.312500 Penalty: 4419.181641
	Iteration 17Q: 3 clusters Score -624933.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -624984.687500 Penalty: 4419.181641
	Iteration 18Q: 3 clusters Score -624984.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -625020.187500 Penalty: 4419.181641
	Iteration 19Q: 3 clusters Score -625020.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -625057.062500 Penalty: 4419.181641
	Iteration 20F: 3 clusters Score -625057.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -625096.625000 Penalty: 4419.181641
	Iteration 21Q: 3 clusters Score -625096.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -625123.562500 Penalty: 4419.181641
	Iteration 22Q: 3 clusters Score -625123.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -625147.500000 Penalty: 4419.181641
	Iteration 23Q: 3 clusters Score -625147.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -625173.312500 Penalty: 4419.181641
	Iteration 24Q: 3 clusters Score -625173.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -625203.125000 Penalty: 4419.181641
	Iteration 25Q: 3 clusters Score -625203.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -625231.562500 Penalty: 4419.181641
	Iteration 26Q: 3 clusters Score -625231.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -625262.625000 Penalty: 4419.181641
	Iteration 27Q: 3 clusters Score -625262.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -625277.000000 Penalty: 4419.181641
	Iteration 28Q: 3 clusters Score -625277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -625289.562500 Penalty: 4419.181641
	Iteration 29Q: 3 clusters Score -625289.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -625301.750000 Penalty: 4419.181641
	Iteration 30Q: 3 clusters Score -625301.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -625308.312500 Penalty: 4419.181641
	Iteration 31Q: 3 clusters Score -625308.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -625313.375000 Penalty: 4419.181641
	Iteration 32Q: 3 clusters Score -625313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -625316.750000 Penalty: 4419.181641
	Iteration 33Q: 3 clusters Score -625316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -625318.437500 Penalty: 4419.181641
	Iteration 34Q: 3 clusters Score -625318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -625319.687500 Penalty: 4419.181641
	Iteration 35Q: 3 clusters Score -625319.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -625320.437500 Penalty: 4419.181641
	Iteration 36Q: 3 clusters Score -625320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -625323.125000 Penalty: 4419.181641
	Iteration 37Q: 3 clusters Score -625323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -625326.250000 Penalty: 4419.181641
	Iteration 38Q: 3 clusters Score -625326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -625329.437500 Penalty: 4419.181641
	Iteration 39Q: 3 clusters Score -625329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -625332.062500 Penalty: 4419.181641
	Iteration 40F: 3 clusters Score -625332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -625334.062500 Penalty: 4419.181641
	Iteration 41Q: 3 clusters Score -625334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -625335.500000 Penalty: 4419.181641
	Iteration 42Q: 3 clusters Score -625335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -625334.625000 Penalty: 4419.181641
	Iteration 43Q: 3 clusters Score -625334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -625334.625000 Penalty: 4419.181641
	Iteration 44F: 3 clusters Score -625334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Entering Unmasked Estep 
Score: -1614377.375000 Penalty: 2439.861084
	Iteration 0F: 2 clusters Score -1614377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1601192.250000 Penalty: 4879.722168
	Iteration 0F: 3 clusters Score -1601192 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1605487.250000 Penalty: 4879.722168
	Iteration 1F: 3 clusters Score -1605487 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1605890.750000 Penalty: 4879.722168
	Iteration 2F: 3 clusters Score -1605891 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1606264.250000 Penalty: 4879.722168
	Iteration 3F: 3 clusters Score -1606264 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1606647.000000 Penalty: 4879.722168
	Iteration 4Q: 3 clusters Score -1606647 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1607104.875000 Penalty: 4879.722168
	Iteration 5Q: 3 clusters Score -1607105 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1607668.000000 Penalty: 4879.722168
	Iteration 6F: 3 clusters Score -1607668 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1608357.625000 Penalty: 4879.722168
	Iteration 7F: 3 clusters Score -1608358 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1609127.125000 Penalty: 4879.722168
	Iteration 8F: 3 clusters Score -1609127 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1609990.375000 Penalty: 4879.722168
	Iteration 9F: 3 clusters Score -1609990 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1610970.375000 Penalty: 4879.722168
	Iteration 10F: 3 clusters Score -1610970 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1611791.750000 Penalty: 4879.722168
	Iteration 11Q: 3 clusters Score -1611792 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1612244.500000 Penalty: 4879.722168
	Iteration 12Q: 3 clusters Score -1612244 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1612447.750000 Penalty: 4879.722168
	Iteration 13Q: 3 clusters Score -1612448 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1612548.625000 Penalty: 4879.722168
	Iteration 14Q: 3 clusters Score -1612549 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1612594.750000 Penalty: 4879.722168
	Iteration 15Q: 3 clusters Score -1612595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1612621.750000 Penalty: 4879.722168
	Iteration 16Q: 3 clusters Score -1612622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1612643.000000 Penalty: 4879.722168
	Iteration 17Q: 3 clusters Score -1612643 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1612648.500000 Penalty: 4879.722168
	Iteration 18Q: 3 clusters Score -1612648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1612654.500000 Penalty: 4879.722168
	Iteration 19Q: 3 clusters Score -1612654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1612661.625000 Penalty: 4879.722168
	Iteration 20F: 3 clusters Score -1612662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1612668.375000 Penalty: 4879.722168
	Iteration 21Q: 3 clusters Score -1612668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1612677.500000 Penalty: 4879.722168
	Iteration 22Q: 3 clusters Score -1612678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1612680.375000 Penalty: 4879.722168
	Iteration 23Q: 3 clusters Score -1612680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1612677.875000 Penalty: 4879.722168
	Iteration 24Q: 3 clusters Score -1612678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1612680.250000 Penalty: 4879.722168
	Iteration 25Q: 3 clusters Score -1612680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1612680.125000 Penalty: 4879.722168
	Iteration 26Q: 3 clusters Score -1612680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1612680.375000 Penalty: 4879.722168
	Iteration 27Q: 3 clusters Score -1612680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1612683.125000 Penalty: 4879.722168
	Iteration 28Q: 3 clusters Score -1612683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1612683.125000 Penalty: 4879.722168
	Iteration 29Q: 3 clusters Score -1612683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1612685.625000 Penalty: 4879.722168
	Iteration 30Q: 3 clusters Score -1612686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1612683.375000 Penalty: 4879.722168
	Iteration 31Q: 3 clusters Score -1612683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1612682.375000 Penalty: 4879.722168
	Iteration 32Q: 3 clusters Score -1612682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1612681.125000 Penalty: 4879.722168
	Iteration 33Q: 3 clusters Score -1612681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1612682.000000 Penalty: 4879.722168
	Iteration 34Q: 3 clusters Score -1612682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1612682.000000 Penalty: 4879.722168
	Iteration 35F: 3 clusters Score -1612682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Entering Unmasked Estep 
Score: -350763.468750 Penalty: 2074.744385
	Iteration 0F: 2 clusters Score -350763.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -346741.218750 Penalty: 4149.488770
	Iteration 0F: 3 clusters Score -346741.2 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -347752.312500 Penalty: 4149.488770
	Iteration 1F: 3 clusters Score -347752.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -348177.875000 Penalty: 4149.488770
	Iteration 2F: 3 clusters Score -348177.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -348572.906250 Penalty: 4149.488770
	Iteration 3F: 3 clusters Score -348572.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -348916.250000 Penalty: 4149.488770
	Iteration 4F: 3 clusters Score -348916.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -349179.000000 Penalty: 4149.488770
	Iteration 5F: 3 clusters Score -349179 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -349404.125000 Penalty: 4149.488770
	Iteration 6F: 3 clusters Score -349404.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -349586.000000 Penalty: 4149.488770
	Iteration 7Q: 3 clusters Score -349586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -349719.812500 Penalty: 4149.488770
	Iteration 8Q: 3 clusters Score -349719.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -349815.781250 Penalty: 4149.488770
	Iteration 9Q: 3 clusters Score -349815.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -349887.718750 Penalty: 4149.488770
	Iteration 10Q: 3 clusters Score -349887.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -349968.218750 Penalty: 4149.488770
	Iteration 11Q: 3 clusters Score -349968.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -350044.062500 Penalty: 4149.488770
	Iteration 12Q: 3 clusters Score -350044.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -350125.406250 Penalty: 4149.488770
	Iteration 13Q: 3 clusters Score -350125.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -350265.500000 Penalty: 4149.488770
	Iteration 14Q: 3 clusters Score -350265.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -350590.718750 Penalty: 4149.488770
	Iteration 15Q: 3 clusters Score -350590.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -350945.000000 Penalty: 4149.488770
	Iteration 16Q: 3 clusters Score -350945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -351019.593750 Penalty: 4149.488770
	Iteration 17Q: 3 clusters Score -351019.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -351039.281250 Penalty: 4149.488770
	Iteration 18Q: 3 clusters Score -351039.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -351047.000000 Penalty: 4149.488770
	Iteration 19Q: 3 clusters Score -351047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -351054.093750 Penalty: 4149.488770
	Iteration 20F: 3 clusters Score -351054.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -351057.218750 Penalty: 4149.488770
	Iteration 21Q: 3 clusters Score -351057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -351059.625000 Penalty: 4149.488770
	Iteration 22Q: 3 clusters Score -351059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -351060.062500 Penalty: 4149.488770
	Iteration 23Q: 3 clusters Score -351060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -351060.343750 Penalty: 4149.488770
	Iteration 24Q: 3 clusters Score -351060.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -351060.343750 Penalty: 4149.488770
	Iteration 25F: 3 clusters Score -351060.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 2107 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 6735 members 
Mstep: Class 37 contains 2191 members 
Entering Unmasked Estep 
Score: -112999248.000000 Penalty: 129393.078125
Splitting cluster 30 changes total score from -113000336.000000 to -112999248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (7629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Entering Unmasked Estep 
Score: -652436.500000 Penalty: 2217.048828
	Iteration 0F: 2 clusters Score -652436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -646284.875000 Penalty: 4434.097656
	Iteration 0F: 3 clusters Score -646284.9 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -648205.125000 Penalty: 4434.097656
	Iteration 1F: 3 clusters Score -648205.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -648677.562500 Penalty: 4434.097656
	Iteration 2F: 3 clusters Score -648677.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -649028.562500 Penalty: 4434.097656
	Iteration 3F: 3 clusters Score -649028.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -649388.437500 Penalty: 4434.097656
	Iteration 4F: 3 clusters Score -649388.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -649820.250000 Penalty: 4434.097656
	Iteration 5F: 3 clusters Score -649820.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -650261.062500 Penalty: 4434.097656
	Iteration 6F: 3 clusters Score -650261.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -650655.375000 Penalty: 4434.097656
	Iteration 7F: 3 clusters Score -650655.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -650935.812500 Penalty: 4434.097656
	Iteration 8Q: 3 clusters Score -650935.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -651161.187500 Penalty: 4434.097656
	Iteration 9Q: 3 clusters Score -651161.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -651349.937500 Penalty: 4434.097656
	Iteration 10Q: 3 clusters Score -651349.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -651475.437500 Penalty: 4434.097656
	Iteration 11Q: 3 clusters Score -651475.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -651561.375000 Penalty: 4434.097656
	Iteration 12Q: 3 clusters Score -651561.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -651614.937500 Penalty: 4434.097656
	Iteration 13Q: 3 clusters Score -651614.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -651655.187500 Penalty: 4434.097656
	Iteration 14Q: 3 clusters Score -651655.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -651680.125000 Penalty: 4434.097656
	Iteration 15Q: 3 clusters Score -651680.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -651702.875000 Penalty: 4434.097656
	Iteration 16Q: 3 clusters Score -651702.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -651721.937500 Penalty: 4434.097656
	Iteration 17Q: 3 clusters Score -651721.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -651735.250000 Penalty: 4434.097656
	Iteration 18Q: 3 clusters Score -651735.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -651750.625000 Penalty: 4434.097656
	Iteration 19Q: 3 clusters Score -651750.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -651759.312500 Penalty: 4434.097656
	Iteration 20F: 3 clusters Score -651759.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -651768.875000 Penalty: 4434.097656
	Iteration 21Q: 3 clusters Score -651768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -651775.937500 Penalty: 4434.097656
	Iteration 22Q: 3 clusters Score -651775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -651779.562500 Penalty: 4434.097656
	Iteration 23Q: 3 clusters Score -651779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -651780.125000 Penalty: 4434.097656
	Iteration 24Q: 3 clusters Score -651780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -651781.375000 Penalty: 4434.097656
	Iteration 25Q: 3 clusters Score -651781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -651784.625000 Penalty: 4434.097656
	Iteration 26Q: 3 clusters Score -651784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -651786.937500 Penalty: 4434.097656
	Iteration 27Q: 3 clusters Score -651786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -651787.250000 Penalty: 4434.097656
	Iteration 28Q: 3 clusters Score -651787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -651789.500000 Penalty: 4434.097656
	Iteration 29Q: 3 clusters Score -651789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -651790.750000 Penalty: 4434.097656
	Iteration 30Q: 3 clusters Score -651790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -651791.875000 Penalty: 4434.097656
	Iteration 31Q: 3 clusters Score -651791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -651793.437500 Penalty: 4434.097656
	Iteration 32Q: 3 clusters Score -651793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -651792.687500 Penalty: 4434.097656
	Iteration 33Q: 3 clusters Score -651792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -651795.312500 Penalty: 4434.097656
	Iteration 34Q: 3 clusters Score -651795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -651799.125000 Penalty: 4434.097656
	Iteration 35Q: 3 clusters Score -651799.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -651800.875000 Penalty: 4434.097656
	Iteration 36Q: 3 clusters Score -651800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -651801.812500 Penalty: 4434.097656
	Iteration 37Q: 3 clusters Score -651801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -651803.125000 Penalty: 4434.097656
	Iteration 38Q: 3 clusters Score -651803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -651805.000000 Penalty: 4434.097656
	Iteration 39Q: 3 clusters Score -651805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -651807.000000 Penalty: 4434.097656
	Iteration 40F: 3 clusters Score -651807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -651810.875000 Penalty: 4434.097656
	Iteration 41Q: 3 clusters Score -651810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -651811.000000 Penalty: 4434.097656
	Iteration 42Q: 3 clusters Score -651811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -651812.250000 Penalty: 4434.097656
	Iteration 43Q: 3 clusters Score -651812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -651812.750000 Penalty: 4434.097656
	Iteration 44Q: 3 clusters Score -651812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -651813.937500 Penalty: 4434.097656
	Iteration 45Q: 3 clusters Score -651813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -651813.937500 Penalty: 4434.097656
	Iteration 46F: 3 clusters Score -651813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Entering Unmasked Estep 
Score: -2184273.000000 Penalty: 2513.223145
	Iteration 0F: 2 clusters Score -2184273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2166892.250000 Penalty: 5026.446289
	Iteration 0F: 3 clusters Score -2166892 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2173193.750000 Penalty: 5026.446289
	Iteration 1F: 3 clusters Score -2173194 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2173768.000000 Penalty: 5026.446289
	Iteration 2F: 3 clusters Score -2173768 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2174362.000000 Penalty: 5026.446289
	Iteration 3F: 3 clusters Score -2174362 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2175027.250000 Penalty: 5026.446289
	Iteration 4F: 3 clusters Score -2175027 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2175834.250000 Penalty: 5026.446289
	Iteration 5F: 3 clusters Score -2175834 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2176794.750000 Penalty: 5026.446289
	Iteration 6F: 3 clusters Score -2176795 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2177897.750000 Penalty: 5026.446289
	Iteration 7F: 3 clusters Score -2177898 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2178920.000000 Penalty: 5026.446289
	Iteration 8F: 3 clusters Score -2178920 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2179790.750000 Penalty: 5026.446289
	Iteration 9Q: 3 clusters Score -2179791 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2180476.750000 Penalty: 5026.446289
	Iteration 10Q: 3 clusters Score -2180477 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2180963.500000 Penalty: 5026.446289
	Iteration 11Q: 3 clusters Score -2180964 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2181303.000000 Penalty: 5026.446289
	Iteration 12Q: 3 clusters Score -2181303 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2181519.000000 Penalty: 5026.446289
	Iteration 13Q: 3 clusters Score -2181519 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2181652.750000 Penalty: 5026.446289
	Iteration 14Q: 3 clusters Score -2181653 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2181729.000000 Penalty: 5026.446289
	Iteration 15Q: 3 clusters Score -2181729 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2181775.250000 Penalty: 5026.446289
	Iteration 16Q: 3 clusters Score -2181775 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2181812.250000 Penalty: 5026.446289
	Iteration 17Q: 3 clusters Score -2181812 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2181826.250000 Penalty: 5026.446289
	Iteration 18Q: 3 clusters Score -2181826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2181841.500000 Penalty: 5026.446289
	Iteration 19Q: 3 clusters Score -2181842 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2181851.250000 Penalty: 5026.446289
	Iteration 20F: 3 clusters Score -2181851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2181863.250000 Penalty: 5026.446289
	Iteration 21Q: 3 clusters Score -2181863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2181871.750000 Penalty: 5026.446289
	Iteration 22Q: 3 clusters Score -2181872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2181882.500000 Penalty: 5026.446289
	Iteration 23Q: 3 clusters Score -2181882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2181886.500000 Penalty: 5026.446289
	Iteration 24Q: 3 clusters Score -2181886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2181889.750000 Penalty: 5026.446289
	Iteration 25Q: 3 clusters Score -2181890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2181894.000000 Penalty: 5026.446289
	Iteration 26Q: 3 clusters Score -2181894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2181900.750000 Penalty: 5026.446289
	Iteration 27Q: 3 clusters Score -2181901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2181913.500000 Penalty: 5026.446289
	Iteration 28Q: 3 clusters Score -2181914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2181921.500000 Penalty: 5026.446289
	Iteration 29Q: 3 clusters Score -2181922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2181923.250000 Penalty: 5026.446289
	Iteration 30Q: 3 clusters Score -2181923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2181919.750000 Penalty: 5026.446289
	Iteration 31Q: 3 clusters Score -2181920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2181927.000000 Penalty: 5026.446289
	Iteration 32Q: 3 clusters Score -2181927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2181925.500000 Penalty: 5026.446289
	Iteration 33Q: 3 clusters Score -2181926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2181935.000000 Penalty: 5026.446289
	Iteration 34Q: 3 clusters Score -2181935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2181939.500000 Penalty: 5026.446289
	Iteration 35Q: 3 clusters Score -2181940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2181942.000000 Penalty: 5026.446289
	Iteration 36Q: 3 clusters Score -2181942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2181941.750000 Penalty: 5026.446289
	Iteration 37Q: 3 clusters Score -2181942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2181948.750000 Penalty: 5026.446289
	Iteration 38Q: 3 clusters Score -2181949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2181950.250000 Penalty: 5026.446289
	Iteration 39Q: 3 clusters Score -2181950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2181952.500000 Penalty: 5026.446289
	Iteration 40F: 3 clusters Score -2181952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2181960.250000 Penalty: 5026.446289
	Iteration 41Q: 3 clusters Score -2181960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2181958.000000 Penalty: 5026.446289
	Iteration 42Q: 3 clusters Score -2181958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2181958.250000 Penalty: 5026.446289
	Iteration 43Q: 3 clusters Score -2181958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2181959.000000 Penalty: 5026.446289
	Iteration 44Q: 3 clusters Score -2181959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2181960.500000 Penalty: 5026.446289
	Iteration 45Q: 3 clusters Score -2181960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2181957.500000 Penalty: 5026.446289
	Iteration 46Q: 3 clusters Score -2181958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2181961.250000 Penalty: 5026.446289
	Iteration 47Q: 3 clusters Score -2181961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2181967.250000 Penalty: 5026.446289
	Iteration 48Q: 3 clusters Score -2181967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2181968.500000 Penalty: 5026.446289
	Iteration 49Q: 3 clusters Score -2181968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2181967.500000 Penalty: 5026.446289
	Iteration 50Q: 3 clusters Score -2181968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2181969.250000 Penalty: 5026.446289
	Iteration 51Q: 3 clusters Score -2181969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2181966.750000 Penalty: 5026.446289
	Iteration 52Q: 3 clusters Score -2181967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2181967.250000 Penalty: 5026.446289
	Iteration 53Q: 3 clusters Score -2181967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2181968.250000 Penalty: 5026.446289
	Iteration 54Q: 3 clusters Score -2181968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2181969.500000 Penalty: 5026.446289
	Iteration 55Q: 3 clusters Score -2181970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2181967.500000 Penalty: 5026.446289
	Iteration 56Q: 3 clusters Score -2181968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2181965.250000 Penalty: 5026.446289
	Iteration 57Q: 3 clusters Score -2181965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2181967.000000 Penalty: 5026.446289
	Iteration 58Q: 3 clusters Score -2181967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2181965.000000 Penalty: 5026.446289
	Iteration 59Q: 3 clusters Score -2181965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2181966.000000 Penalty: 5026.446289
	Iteration 60F: 3 clusters Score -2181966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2181965.250000 Penalty: 5026.446289
	Iteration 61Q: 3 clusters Score -2181965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2181967.500000 Penalty: 5026.446289
	Iteration 62Q: 3 clusters Score -2181968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2181969.250000 Penalty: 5026.446289
	Iteration 63Q: 3 clusters Score -2181969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2181969.250000 Penalty: 5026.446289
	Iteration 64Q: 3 clusters Score -2181969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2181969.250000 Penalty: 5026.446289
	Iteration 65F: 3 clusters Score -2181969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -216846.609375 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -216846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -213863.281250 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -213863.3 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -214442.687500 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -214442.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -214583.312500 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -214583.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -214658.359375 Penalty: 3898.651855
	Iteration 3Q: 3 clusters Score -214658.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -214715.546875 Penalty: 3898.651855
	Iteration 4Q: 3 clusters Score -214715.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -214760.359375 Penalty: 3898.651855
	Iteration 5Q: 3 clusters Score -214760.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -214799.234375 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -214799.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -214832.968750 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -214833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -214860.343750 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -214860.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -214883.671875 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -214883.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -214900.218750 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -214900.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -214913.578125 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -214913.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -214922.515625 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -214922.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -214932.781250 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -214932.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -214945.000000 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -214945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -214956.468750 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -214956.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -214967.609375 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -214967.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -214980.281250 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -214980.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -214997.859375 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -214997.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -215011.484375 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -215011.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -215028.515625 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -215028.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -215049.234375 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -215049.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -215066.953125 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -215067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -215076.937500 Penalty: 3898.651855
	Iteration 23Q: 3 clusters Score -215076.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -215093.328125 Penalty: 3898.651855
	Iteration 24Q: 3 clusters Score -215093.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -215111.937500 Penalty: 3898.651855
	Iteration 25Q: 3 clusters Score -215111.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215127.468750 Penalty: 3898.651855
	Iteration 26Q: 3 clusters Score -215127.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -215145.125000 Penalty: 3898.651855
	Iteration 27Q: 3 clusters Score -215145.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -215160.750000 Penalty: 3898.651855
	Iteration 28Q: 3 clusters Score -215160.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -215173.578125 Penalty: 3898.651855
	Iteration 29Q: 3 clusters Score -215173.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -215185.906250 Penalty: 3898.651855
	Iteration 30Q: 3 clusters Score -215185.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -215198.984375 Penalty: 3898.651855
	Iteration 31Q: 3 clusters Score -215199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -215215.859375 Penalty: 3898.651855
	Iteration 32Q: 3 clusters Score -215215.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215235.468750 Penalty: 3898.651855
	Iteration 33Q: 3 clusters Score -215235.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -215252.031250 Penalty: 3898.651855
	Iteration 34Q: 3 clusters Score -215252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -215271.046875 Penalty: 3898.651855
	Iteration 35Q: 3 clusters Score -215271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215285.031250 Penalty: 3898.651855
	Iteration 36Q: 3 clusters Score -215285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -215299.453125 Penalty: 3898.651855
	Iteration 37Q: 3 clusters Score -215299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -215317.078125 Penalty: 3898.651855
	Iteration 38Q: 3 clusters Score -215317.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -215335.593750 Penalty: 3898.651855
	Iteration 39Q: 3 clusters Score -215335.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -215345.921875 Penalty: 3898.651855
	Iteration 40F: 3 clusters Score -215345.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215362.890625 Penalty: 3898.651855
	Iteration 41Q: 3 clusters Score -215362.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -215388.546875 Penalty: 3898.651855
	Iteration 42Q: 3 clusters Score -215388.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -215409.843750 Penalty: 3898.651855
	Iteration 43Q: 3 clusters Score -215409.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -215428.703125 Penalty: 3898.651855
	Iteration 44Q: 3 clusters Score -215428.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -215439.906250 Penalty: 3898.651855
	Iteration 45Q: 3 clusters Score -215439.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -215450.234375 Penalty: 3898.651855
	Iteration 46Q: 3 clusters Score -215450.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -215460.671875 Penalty: 3898.651855
	Iteration 47Q: 3 clusters Score -215460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -215467.640625 Penalty: 3898.651855
	Iteration 48Q: 3 clusters Score -215467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -215470.359375 Penalty: 3898.651855
	Iteration 49Q: 3 clusters Score -215470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -215473.218750 Penalty: 3898.651855
	Iteration 50Q: 3 clusters Score -215473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -215476.156250 Penalty: 3898.651855
	Iteration 51Q: 3 clusters Score -215476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -215483.000000 Penalty: 3898.651855
	Iteration 52Q: 3 clusters Score -215483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -215489.328125 Penalty: 3898.651855
	Iteration 53Q: 3 clusters Score -215489.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -215497.281250 Penalty: 3898.651855
	Iteration 54Q: 3 clusters Score -215497.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -215503.140625 Penalty: 3898.651855
	Iteration 55Q: 3 clusters Score -215503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -215508.375000 Penalty: 3898.651855
	Iteration 56Q: 3 clusters Score -215508.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -215513.906250 Penalty: 3898.651855
	Iteration 57Q: 3 clusters Score -215513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -215516.421875 Penalty: 3898.651855
	Iteration 58Q: 3 clusters Score -215516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -215517.671875 Penalty: 3898.651855
	Iteration 59Q: 3 clusters Score -215517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -215517.671875 Penalty: 3898.651855
	Iteration 60F: 3 clusters Score -215517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (30598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Entering Unmasked Estep 
Score: -2701382.250000 Penalty: 2561.515137
	Iteration 0F: 2 clusters Score -2701382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2680382.500000 Penalty: 5123.030273
	Iteration 0F: 3 clusters Score -2680382 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2687954.250000 Penalty: 5123.030273
	Iteration 1F: 3 clusters Score -2687954 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2688483.750000 Penalty: 5123.030273
	Iteration 2Q: 3 clusters Score -2688484 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2688963.750000 Penalty: 5123.030273
	Iteration 3Q: 3 clusters Score -2688964 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2689419.250000 Penalty: 5123.030273
	Iteration 4Q: 3 clusters Score -2689419 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2689811.500000 Penalty: 5123.030273
	Iteration 5Q: 3 clusters Score -2689812 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2690264.250000 Penalty: 5123.030273
	Iteration 6Q: 3 clusters Score -2690264 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2690794.250000 Penalty: 5123.030273
	Iteration 7Q: 3 clusters Score -2690794 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2691513.000000 Penalty: 5123.030273
	Iteration 8Q: 3 clusters Score -2691513 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2692357.500000 Penalty: 5123.030273
	Iteration 9Q: 3 clusters Score -2692358 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2693342.250000 Penalty: 5123.030273
	Iteration 10Q: 3 clusters Score -2693342 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2694405.750000 Penalty: 5123.030273
	Iteration 11Q: 3 clusters Score -2694406 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2695450.000000 Penalty: 5123.030273
	Iteration 12Q: 3 clusters Score -2695450 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2696331.250000 Penalty: 5123.030273
	Iteration 13Q: 3 clusters Score -2696331 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2696932.750000 Penalty: 5123.030273
	Iteration 14Q: 3 clusters Score -2696933 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2697361.500000 Penalty: 5123.030273
	Iteration 15Q: 3 clusters Score -2697362 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2697664.250000 Penalty: 5123.030273
	Iteration 16Q: 3 clusters Score -2697664 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2697862.750000 Penalty: 5123.030273
	Iteration 17Q: 3 clusters Score -2697863 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2698050.750000 Penalty: 5123.030273
	Iteration 18Q: 3 clusters Score -2698051 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2698186.500000 Penalty: 5123.030273
	Iteration 19Q: 3 clusters Score -2698186 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2698316.000000 Penalty: 5123.030273
	Iteration 20F: 3 clusters Score -2698316 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2698436.500000 Penalty: 5123.030273
	Iteration 21Q: 3 clusters Score -2698436 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2698556.750000 Penalty: 5123.030273
	Iteration 22Q: 3 clusters Score -2698557 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2698659.500000 Penalty: 5123.030273
	Iteration 23Q: 3 clusters Score -2698660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2698751.750000 Penalty: 5123.030273
	Iteration 24Q: 3 clusters Score -2698752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2698844.750000 Penalty: 5123.030273
	Iteration 25Q: 3 clusters Score -2698845 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2698891.250000 Penalty: 5123.030273
	Iteration 26Q: 3 clusters Score -2698891 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2698939.750000 Penalty: 5123.030273
	Iteration 27Q: 3 clusters Score -2698940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2698988.000000 Penalty: 5123.030273
	Iteration 28Q: 3 clusters Score -2698988 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2699037.000000 Penalty: 5123.030273
	Iteration 29Q: 3 clusters Score -2699037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2699069.500000 Penalty: 5123.030273
	Iteration 30Q: 3 clusters Score -2699070 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2699107.750000 Penalty: 5123.030273
	Iteration 31Q: 3 clusters Score -2699108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2699136.750000 Penalty: 5123.030273
	Iteration 32Q: 3 clusters Score -2699137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2699157.500000 Penalty: 5123.030273
	Iteration 33Q: 3 clusters Score -2699158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2699175.750000 Penalty: 5123.030273
	Iteration 34Q: 3 clusters Score -2699176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2699186.000000 Penalty: 5123.030273
	Iteration 35Q: 3 clusters Score -2699186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2699201.750000 Penalty: 5123.030273
	Iteration 36Q: 3 clusters Score -2699202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2699215.000000 Penalty: 5123.030273
	Iteration 37Q: 3 clusters Score -2699215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2699217.250000 Penalty: 5123.030273
	Iteration 38Q: 3 clusters Score -2699217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2699226.500000 Penalty: 5123.030273
	Iteration 39Q: 3 clusters Score -2699226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2699236.000000 Penalty: 5123.030273
	Iteration 40F: 3 clusters Score -2699236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2699256.500000 Penalty: 5123.030273
	Iteration 41Q: 3 clusters Score -2699256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2699267.500000 Penalty: 5123.030273
	Iteration 42Q: 3 clusters Score -2699268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2699287.000000 Penalty: 5123.030273
	Iteration 43Q: 3 clusters Score -2699287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2699296.750000 Penalty: 5123.030273
	Iteration 44Q: 3 clusters Score -2699297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2699304.250000 Penalty: 5123.030273
	Iteration 45Q: 3 clusters Score -2699304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2699314.000000 Penalty: 5123.030273
	Iteration 46Q: 3 clusters Score -2699314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2699314.500000 Penalty: 5123.030273
	Iteration 47Q: 3 clusters Score -2699314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2699315.500000 Penalty: 5123.030273
	Iteration 48Q: 3 clusters Score -2699316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2699317.750000 Penalty: 5123.030273
	Iteration 49Q: 3 clusters Score -2699318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2699322.250000 Penalty: 5123.030273
	Iteration 50Q: 3 clusters Score -2699322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2699324.250000 Penalty: 5123.030273
	Iteration 51Q: 3 clusters Score -2699324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2699323.250000 Penalty: 5123.030273
	Iteration 52Q: 3 clusters Score -2699323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2699336.250000 Penalty: 5123.030273
	Iteration 53Q: 3 clusters Score -2699336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2699338.000000 Penalty: 5123.030273
	Iteration 54Q: 3 clusters Score -2699338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2699336.500000 Penalty: 5123.030273
	Iteration 55Q: 3 clusters Score -2699336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2699337.250000 Penalty: 5123.030273
	Iteration 56Q: 3 clusters Score -2699337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2699340.000000 Penalty: 5123.030273
	Iteration 57Q: 3 clusters Score -2699340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2699341.750000 Penalty: 5123.030273
	Iteration 58Q: 3 clusters Score -2699342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2699343.750000 Penalty: 5123.030273
	Iteration 59Q: 3 clusters Score -2699344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2699345.750000 Penalty: 5123.030273
	Iteration 60F: 3 clusters Score -2699346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Entering Unmasked Estep 
Score: -658554.937500 Penalty: 2223.877686
	Iteration 0F: 2 clusters Score -658554.9 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 3938 members 
Entering Unmasked Estep 
Score: -652221.250000 Penalty: 4447.755371
	Iteration 0F: 3 clusters Score -652221.2 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -654014.437500 Penalty: 4447.755371
	Iteration 1F: 3 clusters Score -654014.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -654380.062500 Penalty: 4447.755371
	Iteration 2F: 3 clusters Score -654380.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -654688.937500 Penalty: 4447.755371
	Iteration 3F: 3 clusters Score -654688.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -654958.937500 Penalty: 4447.755371
	Iteration 4F: 3 clusters Score -654958.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -655212.750000 Penalty: 4447.755371
	Iteration 5Q: 3 clusters Score -655212.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -655416.250000 Penalty: 4447.755371
	Iteration 6Q: 3 clusters Score -655416.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -655636.312500 Penalty: 4447.755371
	Iteration 7Q: 3 clusters Score -655636.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -655866.250000 Penalty: 4447.755371
	Iteration 8Q: 3 clusters Score -655866.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -656087.312500 Penalty: 4447.755371
	Iteration 9Q: 3 clusters Score -656087.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -656294.187500 Penalty: 4447.755371
	Iteration 10Q: 3 clusters Score -656294.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -656448.937500 Penalty: 4447.755371
	Iteration 11Q: 3 clusters Score -656448.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -656552.062500 Penalty: 4447.755371
	Iteration 12Q: 3 clusters Score -656552.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -656633.625000 Penalty: 4447.755371
	Iteration 13Q: 3 clusters Score -656633.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -656678.750000 Penalty: 4447.755371
	Iteration 14Q: 3 clusters Score -656678.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -656711.000000 Penalty: 4447.755371
	Iteration 15Q: 3 clusters Score -656711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -656735.750000 Penalty: 4447.755371
	Iteration 16Q: 3 clusters Score -656735.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -656755.562500 Penalty: 4447.755371
	Iteration 17Q: 3 clusters Score -656755.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -656781.250000 Penalty: 4447.755371
	Iteration 18Q: 3 clusters Score -656781.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -656802.562500 Penalty: 4447.755371
	Iteration 19Q: 3 clusters Score -656802.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -656818.875000 Penalty: 4447.755371
	Iteration 20F: 3 clusters Score -656818.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -656826.625000 Penalty: 4447.755371
	Iteration 21Q: 3 clusters Score -656826.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -656832.375000 Penalty: 4447.755371
	Iteration 22Q: 3 clusters Score -656832.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -656841.437500 Penalty: 4447.755371
	Iteration 23Q: 3 clusters Score -656841.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -656853.562500 Penalty: 4447.755371
	Iteration 24Q: 3 clusters Score -656853.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -656863.875000 Penalty: 4447.755371
	Iteration 25Q: 3 clusters Score -656863.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -656872.750000 Penalty: 4447.755371
	Iteration 26Q: 3 clusters Score -656872.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -656882.437500 Penalty: 4447.755371
	Iteration 27Q: 3 clusters Score -656882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -656888.437500 Penalty: 4447.755371
	Iteration 28Q: 3 clusters Score -656888.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -656896.250000 Penalty: 4447.755371
	Iteration 29Q: 3 clusters Score -656896.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -656906.437500 Penalty: 4447.755371
	Iteration 30Q: 3 clusters Score -656906.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -656919.562500 Penalty: 4447.755371
	Iteration 31Q: 3 clusters Score -656919.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -656936.875000 Penalty: 4447.755371
	Iteration 32Q: 3 clusters Score -656936.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -656952.750000 Penalty: 4447.755371
	Iteration 33Q: 3 clusters Score -656952.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -656969.187500 Penalty: 4447.755371
	Iteration 34Q: 3 clusters Score -656969.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -656983.187500 Penalty: 4447.755371
	Iteration 35Q: 3 clusters Score -656983.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -657000.062500 Penalty: 4447.755371
	Iteration 36Q: 3 clusters Score -657000.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -657017.062500 Penalty: 4447.755371
	Iteration 37Q: 3 clusters Score -657017.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -657028.250000 Penalty: 4447.755371
	Iteration 38Q: 3 clusters Score -657028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -657034.375000 Penalty: 4447.755371
	Iteration 39Q: 3 clusters Score -657034.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -657039.125000 Penalty: 4447.755371
	Iteration 40F: 3 clusters Score -657039.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -657045.062500 Penalty: 4447.755371
	Iteration 41Q: 3 clusters Score -657045.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -657047.750000 Penalty: 4447.755371
	Iteration 42Q: 3 clusters Score -657047.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -657052.375000 Penalty: 4447.755371
	Iteration 43Q: 3 clusters Score -657052.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -657053.750000 Penalty: 4447.755371
	Iteration 44Q: 3 clusters Score -657053.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -657060.812500 Penalty: 4447.755371
	Iteration 45Q: 3 clusters Score -657060.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -657064.875000 Penalty: 4447.755371
	Iteration 46Q: 3 clusters Score -657064.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -657069.437500 Penalty: 4447.755371
	Iteration 47Q: 3 clusters Score -657069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -657071.250000 Penalty: 4447.755371
	Iteration 48Q: 3 clusters Score -657071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -657073.750000 Penalty: 4447.755371
	Iteration 49Q: 3 clusters Score -657073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -657073.250000 Penalty: 4447.755371
	Iteration 50Q: 3 clusters Score -657073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -657075.812500 Penalty: 4447.755371
	Iteration 51Q: 3 clusters Score -657075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -657079.562500 Penalty: 4447.755371
	Iteration 52Q: 3 clusters Score -657079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -657080.437500 Penalty: 4447.755371
	Iteration 53Q: 3 clusters Score -657080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -657080.125000 Penalty: 4447.755371
	Iteration 54Q: 3 clusters Score -657080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -657080.000000 Penalty: 4447.755371
	Iteration 55Q: 3 clusters Score -657080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -657080.000000 Penalty: 4447.755371
	Iteration 56F: 3 clusters Score -657080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -568063.875000 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -568063.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -562477.250000 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -562477.2 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -563929.375000 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -563929.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -564183.500000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -564183.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -564337.625000 Penalty: 4372.276367
	Iteration 3Q: 3 clusters Score -564337.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -564449.687500 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -564449.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -564547.562500 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -564547.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -564646.812500 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -564646.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -564739.500000 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -564739.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -564843.937500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -564843.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -564999.187500 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -564999.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -565237.875000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -565237.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -565676.125000 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -565676.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -566446.625000 Penalty: 4372.276367
	Iteration 12F: 3 clusters Score -566446.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -567081.812500 Penalty: 4372.276367
	Iteration 13F: 3 clusters Score -567081.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -567371.437500 Penalty: 4372.276367
	Iteration 14F: 3 clusters Score -567371.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -567518.937500 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -567518.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -567628.750000 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -567628.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -567723.562500 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -567723.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -567788.625000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -567788.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -567835.500000 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -567835.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -567871.750000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -567871.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -567904.750000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -567904.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -567944.937500 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -567944.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -567971.687500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -567971.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -568006.562500 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -568006.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -568034.312500 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -568034.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -568057.125000 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -568057.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -568088.625000 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -568088.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -568121.562500 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -568121.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -568146.937500 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -568146.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -568165.750000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -568165.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -568183.375000 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -568183.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -568198.125000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -568198.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -568209.687500 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -568209.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -568219.875000 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -568219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -568223.437500 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -568223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -568226.500000 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -568226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -568228.375000 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -568228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -568231.812500 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -568231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -568234.500000 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -568234.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -568237.437500 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -568237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -568240.250000 Penalty: 4372.276367
	Iteration 41Q: 3 clusters Score -568240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -568241.625000 Penalty: 4372.276367
	Iteration 42Q: 3 clusters Score -568241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -568244.125000 Penalty: 4372.276367
	Iteration 43Q: 3 clusters Score -568244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -568244.937500 Penalty: 4372.276367
	Iteration 44Q: 3 clusters Score -568244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -568244.937500 Penalty: 4372.276367
	Iteration 45F: 3 clusters Score -568244.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 411798 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 14691 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 26468 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 16100 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 18525 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 101583 members 
Mstep: Class 12 contains 5224 members 
Mstep: Class 13 contains 11041 members 
Mstep: Class 14 contains 3768 members 
Mstep: Class 15 contains 334297 members 
Mstep: Class 16 contains 12201 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 35690 members 
Mstep: Class 20 contains 7392 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 16886 members 
Mstep: Class 23 contains 14814 members 
Mstep: Class 24 contains 8509 members 
Mstep: Class 25 contains 1890 members 
Mstep: Class 26 contains 61466 members 
Mstep: Class 27 contains 7695 members 
Mstep: Class 28 contains 7403 members 
Mstep: Class 29 contains 18735 members 
Mstep: Class 30 contains 4298 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 25184 members 
Mstep: Class 33 contains 2592 members 
Mstep: Class 34 contains 30598 members 
Mstep: Class 35 contains 7842 members 
Mstep: Class 36 contains 5877 members 
Mstep: Class 37 contains 858 members 
Entering Unmasked Estep 
Score: -112999096.000000 Penalty: 129393.078125
Splitting cluster 36 changes total score from -113000336.000000 to -112999096.000000
So it's not getting split.
22->37 Clusters: Score -113000336.000000, best is -113011984.000000

Starting from 23 clusters...
--- Clustering full data set of 1330747 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 60332 members 
Mstep: Class 3 contains 60848 members 
Mstep: Class 4 contains 60782 members 
Mstep: Class 5 contains 60161 members 
Mstep: Class 6 contains 59933 members 
Mstep: Class 7 contains 60708 members 
Mstep: Class 8 contains 60018 members 
Mstep: Class 9 contains 60449 members 
Mstep: Class 10 contains 60383 members 
Mstep: Class 11 contains 61076 members 
Mstep: Class 12 contains 60752 members 
Mstep: Class 13 contains 60086 members 
Mstep: Class 14 contains 60504 members 
Mstep: Class 15 contains 60435 members 
Mstep: Class 16 contains 60900 members 
Mstep: Class 17 contains 60623 members 
Mstep: Class 18 contains 60953 members 
Mstep: Class 19 contains 60631 members 
Mstep: Class 20 contains 60378 members 
Mstep: Class 21 contains 60469 members 
Mstep: Class 22 contains 60213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1269.471558 but Gain 3497.109375
Score: -105309888.000000 Penalty: 73439.312500
Iteration 0F: 22 clusters Score -1.053099e+08 nChanged 1262246
Entering Unmasked Mstep 
Mstep: Class 0 contains 920 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 62979 members 
Mstep: Class 3 contains 63738 members 
Mstep: Class 4 contains 56781 members 
Mstep: Class 5 contains 97469 members 
Mstep: Class 6 contains 56218 members 
Mstep: Class 7 contains 74494 members 
Mstep: Class 9 contains 45521 members 
Mstep: Class 10 contains 41276 members 
Mstep: Class 11 contains 88545 members 
Mstep: Class 12 contains 55449 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 55409 members 
Mstep: Class 15 contains 36796 members 
Mstep: Class 16 contains 140217 members 
Mstep: Class 17 contains 78698 members 
Mstep: Class 18 contains 78022 members 
Mstep: Class 19 contains 47117 members 
Mstep: Class 20 contains 56857 members 
Mstep: Class 21 contains 45432 members 
Mstep: Class 22 contains 63112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109403352.000000 Penalty: 73439.312500
Iteration 1F: 22 clusters Score -1.094034e+08 nChanged 505309
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 77895 members 
Mstep: Class 3 contains 51604 members 
Mstep: Class 4 contains 61906 members 
Mstep: Class 5 contains 128688 members 
Mstep: Class 6 contains 74330 members 
Mstep: Class 7 contains 107620 members 
Mstep: Class 9 contains 42346 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 80457 members 
Mstep: Class 12 contains 48578 members 
Mstep: Class 13 contains 27643 members 
Mstep: Class 14 contains 57456 members 
Mstep: Class 15 contains 27728 members 
Mstep: Class 16 contains 156759 members 
Mstep: Class 17 contains 78948 members 
Mstep: Class 18 contains 68683 members 
Mstep: Class 19 contains 36941 members 
Mstep: Class 20 contains 43889 members 
Mstep: Class 21 contains 28881 members 
Mstep: Class 22 contains 72431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110621864.000000 Penalty: 73439.312500
Iteration 2F: 22 clusters Score -1.106219e+08 nChanged 372012
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 81422 members 
Mstep: Class 3 contains 34014 members 
Mstep: Class 4 contains 70717 members 
Mstep: Class 5 contains 133866 members 
Mstep: Class 6 contains 80234 members 
Mstep: Class 7 contains 158002 members 
Mstep: Class 9 contains 36369 members 
Mstep: Class 10 contains 35645 members 
Mstep: Class 11 contains 76853 members 
Mstep: Class 12 contains 37229 members 
Mstep: Class 13 contains 14311 members 
Mstep: Class 14 contains 55898 members 
Mstep: Class 15 contains 25381 members 
Mstep: Class 16 contains 176371 members 
Mstep: Class 17 contains 76381 members 
Mstep: Class 18 contains 69574 members 
Mstep: Class 19 contains 22390 members 
Mstep: Class 20 contains 33713 members 
Mstep: Class 21 contains 15593 members 
Mstep: Class 22 contains 77067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212528.000000 Penalty: 73439.312500
Iteration 3F: 22 clusters Score -1.112125e+08 nChanged 257174
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 75040 members 
Mstep: Class 3 contains 21715 members 
Mstep: Class 4 contains 81572 members 
Mstep: Class 5 contains 150349 members 
Mstep: Class 6 contains 78633 members 
Mstep: Class 7 contains 199749 members 
Mstep: Class 9 contains 29074 members 
Mstep: Class 10 contains 43129 members 
Mstep: Class 11 contains 72166 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 9560 members 
Mstep: Class 14 contains 44162 members 
Mstep: Class 15 contains 27020 members 
Mstep: Class 16 contains 186819 members 
Mstep: Class 17 contains 77074 members 
Mstep: Class 18 contains 66834 members 
Mstep: Class 19 contains 13807 members 
Mstep: Class 20 contains 24613 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 74513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111514328.000000 Penalty: 73439.312500
Iteration 4F: 22 clusters Score -1.115143e+08 nChanged 203135
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 61710 members 
Mstep: Class 3 contains 16545 members 
Mstep: Class 4 contains 84708 members 
Mstep: Class 5 contains 163676 members 
Mstep: Class 6 contains 80241 members 
Mstep: Class 7 contains 236846 members 
Mstep: Class 9 contains 26968 members 
Mstep: Class 10 contains 47385 members 
Mstep: Class 11 contains 67073 members 
Mstep: Class 12 contains 19366 members 
Mstep: Class 13 contains 7896 members 
Mstep: Class 14 contains 30704 members 
Mstep: Class 15 contains 28934 members 
Mstep: Class 16 contains 192051 members 
Mstep: Class 17 contains 85273 members 
Mstep: Class 18 contains 60529 members 
Mstep: Class 19 contains 10070 members 
Mstep: Class 20 contains 18493 members 
Mstep: Class 21 contains 5124 members 
Mstep: Class 22 contains 63838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111753848.000000 Penalty: 73439.312500
Iteration 5F: 22 clusters Score -1.117538e+08 nChanged 183989
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 46399 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 85387 members 
Mstep: Class 5 contains 171360 members 
Mstep: Class 6 contains 89775 members 
Mstep: Class 7 contains 266556 members 
Mstep: Class 9 contains 26674 members 
Mstep: Class 10 contains 49245 members 
Mstep: Class 11 contains 59543 members 
Mstep: Class 12 contains 13242 members 
Mstep: Class 13 contains 7277 members 
Mstep: Class 14 contains 19209 members 
Mstep: Class 15 contains 29909 members 
Mstep: Class 16 contains 192074 members 
Mstep: Class 17 contains 100752 members 
Mstep: Class 18 contains 51452 members 
Mstep: Class 19 contains 7798 members 
Mstep: Class 20 contains 16428 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 47300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111978304.000000 Penalty: 73439.312500
Iteration 6F: 22 clusters Score -1.119783e+08 nChanged 170312
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 33973 members 
Mstep: Class 3 contains 22768 members 
Mstep: Class 4 contains 85517 members 
Mstep: Class 5 contains 184318 members 
Mstep: Class 6 contains 106451 members 
Mstep: Class 7 contains 282024 members 
Mstep: Class 9 contains 25957 members 
Mstep: Class 10 contains 49635 members 
Mstep: Class 11 contains 50021 members 
Mstep: Class 12 contains 9739 members 
Mstep: Class 13 contains 7764 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 29351 members 
Mstep: Class 16 contains 186966 members 
Mstep: Class 17 contains 113173 members 
Mstep: Class 18 contains 42121 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 15197 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 30243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112176136.000000 Penalty: 73439.312500
Iteration 7F: 22 clusters Score -1.121761e+08 nChanged 151019
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 25697 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 85195 members 
Mstep: Class 5 contains 209805 members 
Mstep: Class 6 contains 124855 members 
Mstep: Class 7 contains 278840 members 
Mstep: Class 9 contains 25039 members 
Mstep: Class 10 contains 49343 members 
Mstep: Class 11 contains 39630 members 
Mstep: Class 12 contains 8398 members 
Mstep: Class 13 contains 9099 members 
Mstep: Class 14 contains 6904 members 
Mstep: Class 15 contains 27591 members 
Mstep: Class 16 contains 179087 members 
Mstep: Class 17 contains 119406 members 
Mstep: Class 18 contains 35419 members 
Mstep: Class 19 contains 5647 members 
Mstep: Class 20 contains 14038 members 
Mstep: Class 21 contains 2227 members 
Mstep: Class 22 contains 17441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112322480.000000 Penalty: 73439.312500
Iteration 8F: 22 clusters Score -1.123225e+08 nChanged 126302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 20419 members 
Mstep: Class 3 contains 30598 members 
Mstep: Class 4 contains 84732 members 
Mstep: Class 5 contains 239994 members 
Mstep: Class 6 contains 142834 members 
Mstep: Class 7 contains 264144 members 
Mstep: Class 9 contains 24414 members 
Mstep: Class 10 contains 48865 members 
Mstep: Class 11 contains 29866 members 
Mstep: Class 12 contains 8240 members 
Mstep: Class 13 contains 10316 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 25219 members 
Mstep: Class 16 contains 168908 members 
Mstep: Class 17 contains 122379 members 
Mstep: Class 18 contains 30890 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 14201 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 9806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112426832.000000 Penalty: 73439.312500
Iteration 9F: 22 clusters Score -1.124268e+08 nChanged 102201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 16690 members 
Mstep: Class 3 contains 32353 members 
Mstep: Class 4 contains 84298 members 
Mstep: Class 5 contains 268625 members 
Mstep: Class 6 contains 160374 members 
Mstep: Class 7 contains 245581 members 
Mstep: Class 9 contains 24025 members 
Mstep: Class 10 contains 48155 members 
Mstep: Class 11 contains 21628 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 13 contains 11074 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 23162 members 
Mstep: Class 16 contains 156868 members 
Mstep: Class 17 contains 123721 members 
Mstep: Class 18 contains 27453 members 
Mstep: Class 19 contains 5408 members 
Mstep: Class 20 contains 15467 members 
Mstep: Class 21 contains 2787 members 
Mstep: Class 22 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112517144.000000 Penalty: 73439.312500
Iteration 10F: 22 clusters Score -1.125171e+08 nChanged 85689
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 13833 members 
Mstep: Class 3 contains 32600 members 
Mstep: Class 4 contains 83829 members 
Mstep: Class 5 contains 294965 members 
Mstep: Class 6 contains 177571 members 
Mstep: Class 7 contains 225938 members 
Mstep: Class 9 contains 22879 members 
Mstep: Class 10 contains 47277 members 
Mstep: Class 11 contains 15960 members 
Mstep: Class 12 contains 9299 members 
Mstep: Class 13 contains 11597 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 23613 members 
Mstep: Class 16 contains 143772 members 
Mstep: Class 17 contains 123069 members 
Mstep: Class 18 contains 24386 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 17075 members 
Mstep: Class 21 contains 3505 members 
Mstep: Class 22 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112587272.000000 Penalty: 73439.312500
Iteration 11F: 22 clusters Score -1.125873e+08 nChanged 74387
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 11634 members 
Mstep: Class 3 contains 32349 members 
Mstep: Class 4 contains 83369 members 
Mstep: Class 5 contains 319212 members 
Mstep: Class 6 contains 193836 members 
Mstep: Class 7 contains 206298 members 
Mstep: Class 9 contains 21761 members 
Mstep: Class 10 contains 46495 members 
Mstep: Class 11 contains 13111 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 11970 members 
Mstep: Class 14 contains 3068 members 
Mstep: Class 15 contains 24554 members 
Mstep: Class 16 contains 130490 members 
Mstep: Class 17 contains 120855 members 
Mstep: Class 18 contains 22041 members 
Mstep: Class 19 contains 6256 members 
Mstep: Class 20 contains 18269 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 3137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112644328.000000 Penalty: 73439.312500
Iteration 12F: 22 clusters Score -1.126443e+08 nChanged 64387
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 10583 members 
Mstep: Class 3 contains 32100 members 
Mstep: Class 4 contains 82960 members 
Mstep: Class 5 contains 341600 members 
Mstep: Class 6 contains 208402 members 
Mstep: Class 7 contains 187621 members 
Mstep: Class 9 contains 20849 members 
Mstep: Class 10 contains 45788 members 
Mstep: Class 11 contains 11491 members 
Mstep: Class 12 contains 10444 members 
Mstep: Class 13 contains 12360 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 25183 members 
Mstep: Class 16 contains 117528 members 
Mstep: Class 17 contains 118047 members 
Mstep: Class 18 contains 20346 members 
Mstep: Class 19 contains 6846 members 
Mstep: Class 20 contains 19036 members 
Mstep: Class 21 contains 5255 members 
Mstep: Class 22 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3449.995605 but Gain 3497.109375
Score: -112692280.000000 Penalty: 69942.203125
Iteration 13Q: 21 clusters Score -1.126923e+08 nChanged 57461
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 31882 members 
Mstep: Class 4 contains 82604 members 
Mstep: Class 5 contains 361354 members 
Mstep: Class 6 contains 220952 members 
Mstep: Class 7 contains 174031 members 
Mstep: Class 9 contains 20197 members 
Mstep: Class 10 contains 45113 members 
Mstep: Class 11 contains 10471 members 
Mstep: Class 12 contains 10963 members 
Mstep: Class 13 contains 12741 members 
Mstep: Class 15 contains 25614 members 
Mstep: Class 16 contains 105343 members 
Mstep: Class 17 contains 115728 members 
Mstep: Class 18 contains 19199 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 19494 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 22 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112734784.000000 Penalty: 69942.203125
Iteration 14Q: 21 clusters Score -1.127348e+08 nChanged 47291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 31721 members 
Mstep: Class 4 contains 82350 members 
Mstep: Class 5 contains 377385 members 
Mstep: Class 6 contains 229039 members 
Mstep: Class 7 contains 164683 members 
Mstep: Class 9 contains 19690 members 
Mstep: Class 10 contains 44437 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 13145 members 
Mstep: Class 15 contains 26033 members 
Mstep: Class 16 contains 93738 members 
Mstep: Class 17 contains 113509 members 
Mstep: Class 18 contains 18351 members 
Mstep: Class 19 contains 7998 members 
Mstep: Class 20 contains 19817 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112768104.000000 Penalty: 69942.203125
Iteration 15Q: 21 clusters Score -1.127681e+08 nChanged 39865
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 9263 members 
Mstep: Class 3 contains 31578 members 
Mstep: Class 4 contains 82142 members 
Mstep: Class 5 contains 389604 members 
Mstep: Class 6 contains 233360 members 
Mstep: Class 7 contains 160405 members 
Mstep: Class 9 contains 19222 members 
Mstep: Class 10 contains 43919 members 
Mstep: Class 11 contains 9346 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 13574 members 
Mstep: Class 15 contains 26450 members 
Mstep: Class 16 contains 83982 members 
Mstep: Class 17 contains 111694 members 
Mstep: Class 18 contains 17652 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 20032 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 2788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112793312.000000 Penalty: 69942.203125
Iteration 16Q: 21 clusters Score -1.127933e+08 nChanged 33098
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 8869 members 
Mstep: Class 3 contains 31523 members 
Mstep: Class 4 contains 81965 members 
Mstep: Class 5 contains 398515 members 
Mstep: Class 6 contains 235002 members 
Mstep: Class 7 contains 159564 members 
Mstep: Class 9 contains 18774 members 
Mstep: Class 10 contains 43418 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 14071 members 
Mstep: Class 15 contains 26898 members 
Mstep: Class 16 contains 76142 members 
Mstep: Class 17 contains 110340 members 
Mstep: Class 18 contains 17057 members 
Mstep: Class 19 contains 9061 members 
Mstep: Class 20 contains 20189 members 
Mstep: Class 21 contains 6616 members 
Mstep: Class 22 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112808944.000000 Penalty: 69942.203125
Iteration 17Q: 21 clusters Score -1.128089e+08 nChanged 26657
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 31522 members 
Mstep: Class 4 contains 81776 members 
Mstep: Class 5 contains 404665 members 
Mstep: Class 6 contains 235334 members 
Mstep: Class 7 contains 160565 members 
Mstep: Class 9 contains 18364 members 
Mstep: Class 10 contains 42989 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 12098 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 15 contains 27303 members 
Mstep: Class 16 contains 69988 members 
Mstep: Class 17 contains 109326 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 9613 members 
Mstep: Class 20 contains 20284 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112818304.000000 Penalty: 69942.203125
Iteration 18Q: 21 clusters Score -1.128183e+08 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 7989 members 
Mstep: Class 3 contains 31604 members 
Mstep: Class 4 contains 81630 members 
Mstep: Class 5 contains 408876 members 
Mstep: Class 6 contains 234788 members 
Mstep: Class 7 contains 162415 members 
Mstep: Class 9 contains 17967 members 
Mstep: Class 10 contains 42591 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 12281 members 
Mstep: Class 13 contains 14983 members 
Mstep: Class 15 contains 27726 members 
Mstep: Class 16 contains 65202 members 
Mstep: Class 17 contains 108581 members 
Mstep: Class 18 contains 16207 members 
Mstep: Class 19 contains 10217 members 
Mstep: Class 20 contains 20272 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 3093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112825320.000000 Penalty: 69942.203125
Iteration 19Q: 21 clusters Score -1.128253e+08 nChanged 17811
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 7502 members 
Mstep: Class 3 contains 31800 members 
Mstep: Class 4 contains 81522 members 
Mstep: Class 5 contains 411724 members 
Mstep: Class 6 contains 233786 members 
Mstep: Class 7 contains 164563 members 
Mstep: Class 9 contains 17597 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 12477 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 15 contains 28038 members 
Mstep: Class 16 contains 61599 members 
Mstep: Class 17 contains 108069 members 
Mstep: Class 18 contains 15887 members 
Mstep: Class 19 contains 10827 members 
Mstep: Class 20 contains 20209 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112829856.000000 Penalty: 69942.203125
Iteration 20F: 21 clusters Score -1.128299e+08 nChanged 15807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 32036 members 
Mstep: Class 4 contains 81418 members 
Mstep: Class 5 contains 413783 members 
Mstep: Class 6 contains 232450 members 
Mstep: Class 7 contains 166916 members 
Mstep: Class 9 contains 17173 members 
Mstep: Class 10 contains 41838 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 13 contains 15734 members 
Mstep: Class 15 contains 28355 members 
Mstep: Class 16 contains 58781 members 
Mstep: Class 17 contains 107643 members 
Mstep: Class 18 contains 15536 members 
Mstep: Class 19 contains 11449 members 
Mstep: Class 20 contains 20164 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112834872.000000 Penalty: 69942.203125
Iteration 21Q: 21 clusters Score -1.128349e+08 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 6397 members 
Mstep: Class 3 contains 32307 members 
Mstep: Class 4 contains 81330 members 
Mstep: Class 5 contains 415270 members 
Mstep: Class 6 contains 230839 members 
Mstep: Class 7 contains 169314 members 
Mstep: Class 9 contains 16762 members 
Mstep: Class 10 contains 41487 members 
Mstep: Class 11 contains 8952 members 
Mstep: Class 12 contains 12763 members 
Mstep: Class 13 contains 16055 members 
Mstep: Class 15 contains 28619 members 
Mstep: Class 16 contains 56590 members 
Mstep: Class 17 contains 107339 members 
Mstep: Class 18 contains 15242 members 
Mstep: Class 19 contains 12052 members 
Mstep: Class 20 contains 20078 members 
Mstep: Class 21 contains 7299 members 
Mstep: Class 22 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112839016.000000 Penalty: 69942.203125
Iteration 22Q: 21 clusters Score -1.12839e+08 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 5791 members 
Mstep: Class 3 contains 32603 members 
Mstep: Class 4 contains 81244 members 
Mstep: Class 5 contains 416336 members 
Mstep: Class 6 contains 228992 members 
Mstep: Class 7 contains 171805 members 
Mstep: Class 9 contains 16322 members 
Mstep: Class 10 contains 41175 members 
Mstep: Class 11 contains 9037 members 
Mstep: Class 12 contains 12922 members 
Mstep: Class 13 contains 16423 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 54805 members 
Mstep: Class 17 contains 107125 members 
Mstep: Class 18 contains 14982 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 20 contains 19992 members 
Mstep: Class 21 contains 7435 members 
Mstep: Class 22 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112843768.000000 Penalty: 69942.203125
Iteration 23Q: 21 clusters Score -1.128438e+08 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 32985 members 
Mstep: Class 4 contains 81195 members 
Mstep: Class 5 contains 417204 members 
Mstep: Class 6 contains 227003 members 
Mstep: Class 7 contains 174186 members 
Mstep: Class 9 contains 15860 members 
Mstep: Class 10 contains 40886 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 16781 members 
Mstep: Class 15 contains 29039 members 
Mstep: Class 16 contains 53486 members 
Mstep: Class 17 contains 106985 members 
Mstep: Class 18 contains 14752 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 19883 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112848168.000000 Penalty: 69942.203125
Iteration 24Q: 21 clusters Score -1.128482e+08 nChanged 12335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 33390 members 
Mstep: Class 4 contains 81143 members 
Mstep: Class 5 contains 417853 members 
Mstep: Class 6 contains 224867 members 
Mstep: Class 7 contains 176636 members 
Mstep: Class 9 contains 15523 members 
Mstep: Class 10 contains 40654 members 
Mstep: Class 11 contains 9233 members 
Mstep: Class 12 contains 13111 members 
Mstep: Class 13 contains 17123 members 
Mstep: Class 15 contains 29219 members 
Mstep: Class 16 contains 52335 members 
Mstep: Class 17 contains 106906 members 
Mstep: Class 18 contains 14579 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 19742 members 
Mstep: Class 21 contains 7666 members 
Mstep: Class 22 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112851568.000000 Penalty: 69942.203125
Iteration 25Q: 21 clusters Score -1.128516e+08 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 33835 members 
Mstep: Class 4 contains 81104 members 
Mstep: Class 5 contains 418378 members 
Mstep: Class 6 contains 222456 members 
Mstep: Class 7 contains 179147 members 
Mstep: Class 9 contains 15287 members 
Mstep: Class 10 contains 40505 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 13189 members 
Mstep: Class 13 contains 17432 members 
Mstep: Class 15 contains 29342 members 
Mstep: Class 16 contains 51391 members 
Mstep: Class 17 contains 106888 members 
Mstep: Class 18 contains 14444 members 
Mstep: Class 19 contains 13672 members 
Mstep: Class 20 contains 19595 members 
Mstep: Class 21 contains 7783 members 
Mstep: Class 22 contains 4905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112855712.000000 Penalty: 69942.203125
Iteration 26Q: 21 clusters Score -1.128557e+08 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 3478 members 
Mstep: Class 3 contains 34337 members 
Mstep: Class 4 contains 81062 members 
Mstep: Class 5 contains 418750 members 
Mstep: Class 6 contains 219909 members 
Mstep: Class 7 contains 181639 members 
Mstep: Class 9 contains 15100 members 
Mstep: Class 10 contains 40397 members 
Mstep: Class 11 contains 9394 members 
Mstep: Class 12 contains 13318 members 
Mstep: Class 13 contains 17711 members 
Mstep: Class 15 contains 29429 members 
Mstep: Class 16 contains 50668 members 
Mstep: Class 17 contains 106838 members 
Mstep: Class 18 contains 14335 members 
Mstep: Class 19 contains 13928 members 
Mstep: Class 20 contains 19445 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112858552.000000 Penalty: 69942.203125
Iteration 27Q: 21 clusters Score -1.128586e+08 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 34867 members 
Mstep: Class 4 contains 81029 members 
Mstep: Class 5 contains 419026 members 
Mstep: Class 6 contains 217264 members 
Mstep: Class 7 contains 184148 members 
Mstep: Class 9 contains 14943 members 
Mstep: Class 10 contains 40337 members 
Mstep: Class 11 contains 9479 members 
Mstep: Class 12 contains 13462 members 
Mstep: Class 13 contains 17936 members 
Mstep: Class 15 contains 29391 members 
Mstep: Class 16 contains 50094 members 
Mstep: Class 17 contains 106779 members 
Mstep: Class 18 contains 14243 members 
Mstep: Class 19 contains 14109 members 
Mstep: Class 20 contains 19297 members 
Mstep: Class 21 contains 7994 members 
Mstep: Class 22 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112861152.000000 Penalty: 69942.203125
Iteration 28Q: 21 clusters Score -1.128612e+08 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 35400 members 
Mstep: Class 4 contains 80996 members 
Mstep: Class 5 contains 419273 members 
Mstep: Class 6 contains 214442 members 
Mstep: Class 7 contains 186670 members 
Mstep: Class 9 contains 14820 members 
Mstep: Class 10 contains 40332 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 12 contains 13625 members 
Mstep: Class 13 contains 18122 members 
Mstep: Class 15 contains 29238 members 
Mstep: Class 16 contains 49616 members 
Mstep: Class 17 contains 106774 members 
Mstep: Class 18 contains 14153 members 
Mstep: Class 19 contains 14294 members 
Mstep: Class 20 contains 19146 members 
Mstep: Class 21 contains 8092 members 
Mstep: Class 22 contains 5351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112863328.000000 Penalty: 69942.203125
Iteration 29Q: 21 clusters Score -1.128633e+08 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 35962 members 
Mstep: Class 4 contains 80981 members 
Mstep: Class 5 contains 419520 members 
Mstep: Class 6 contains 211603 members 
Mstep: Class 7 contains 189138 members 
Mstep: Class 9 contains 14719 members 
Mstep: Class 10 contains 40394 members 
Mstep: Class 11 contains 9627 members 
Mstep: Class 12 contains 13836 members 
Mstep: Class 13 contains 18223 members 
Mstep: Class 15 contains 28959 members 
Mstep: Class 16 contains 49189 members 
Mstep: Class 17 contains 106758 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 14454 members 
Mstep: Class 20 contains 19026 members 
Mstep: Class 21 contains 8214 members 
Mstep: Class 22 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112865336.000000 Penalty: 69942.203125
Iteration 30Q: 21 clusters Score -1.128653e+08 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 36514 members 
Mstep: Class 4 contains 80972 members 
Mstep: Class 5 contains 419745 members 
Mstep: Class 6 contains 208606 members 
Mstep: Class 7 contains 191769 members 
Mstep: Class 9 contains 14652 members 
Mstep: Class 10 contains 40434 members 
Mstep: Class 11 contains 9694 members 
Mstep: Class 12 contains 14122 members 
Mstep: Class 13 contains 18227 members 
Mstep: Class 15 contains 28601 members 
Mstep: Class 16 contains 48822 members 
Mstep: Class 17 contains 106744 members 
Mstep: Class 18 contains 13947 members 
Mstep: Class 19 contains 14610 members 
Mstep: Class 20 contains 18897 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112867304.000000 Penalty: 69942.203125
Iteration 31Q: 21 clusters Score -1.128673e+08 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 37054 members 
Mstep: Class 4 contains 80969 members 
Mstep: Class 5 contains 419937 members 
Mstep: Class 6 contains 205476 members 
Mstep: Class 7 contains 194467 members 
Mstep: Class 9 contains 14584 members 
Mstep: Class 10 contains 40478 members 
Mstep: Class 11 contains 9758 members 
Mstep: Class 12 contains 14504 members 
Mstep: Class 13 contains 18179 members 
Mstep: Class 15 contains 28183 members 
Mstep: Class 16 contains 48464 members 
Mstep: Class 17 contains 106754 members 
Mstep: Class 18 contains 13802 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 18812 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112870120.000000 Penalty: 69942.203125
Iteration 32Q: 21 clusters Score -1.128701e+08 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 37551 members 
Mstep: Class 4 contains 80955 members 
Mstep: Class 5 contains 420142 members 
Mstep: Class 6 contains 202284 members 
Mstep: Class 7 contains 197149 members 
Mstep: Class 9 contains 14505 members 
Mstep: Class 10 contains 40540 members 
Mstep: Class 11 contains 9804 members 
Mstep: Class 12 contains 14948 members 
Mstep: Class 13 contains 18091 members 
Mstep: Class 15 contains 27698 members 
Mstep: Class 16 contains 48151 members 
Mstep: Class 17 contains 106765 members 
Mstep: Class 18 contains 13721 members 
Mstep: Class 19 contains 14939 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 5728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112872912.000000 Penalty: 69942.203125
Iteration 33Q: 21 clusters Score -1.128729e+08 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 37980 members 
Mstep: Class 4 contains 80920 members 
Mstep: Class 5 contains 420332 members 
Mstep: Class 6 contains 199062 members 
Mstep: Class 7 contains 199851 members 
Mstep: Class 9 contains 14402 members 
Mstep: Class 10 contains 40603 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 18085 members 
Mstep: Class 15 contains 27205 members 
Mstep: Class 16 contains 47869 members 
Mstep: Class 17 contains 106778 members 
Mstep: Class 18 contains 13660 members 
Mstep: Class 19 contains 15043 members 
Mstep: Class 20 contains 18701 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 22 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112875696.000000 Penalty: 69942.203125
Iteration 34Q: 21 clusters Score -1.128757e+08 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 1778 members 
Mstep: Class 3 contains 38404 members 
Mstep: Class 4 contains 80877 members 
Mstep: Class 5 contains 420522 members 
Mstep: Class 6 contains 195797 members 
Mstep: Class 7 contains 202736 members 
Mstep: Class 9 contains 14298 members 
Mstep: Class 10 contains 40656 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 15876 members 
Mstep: Class 13 contains 18106 members 
Mstep: Class 15 contains 26718 members 
Mstep: Class 16 contains 47594 members 
Mstep: Class 17 contains 106760 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 15108 members 
Mstep: Class 20 contains 18688 members 
Mstep: Class 21 contains 8945 members 
Mstep: Class 22 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112877360.000000 Penalty: 69942.203125
Iteration 35Q: 21 clusters Score -1.128774e+08 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 1738 members 
Mstep: Class 3 contains 38763 members 
Mstep: Class 4 contains 80845 members 
Mstep: Class 5 contains 420666 members 
Mstep: Class 6 contains 192524 members 
Mstep: Class 7 contains 205813 members 
Mstep: Class 9 contains 14220 members 
Mstep: Class 10 contains 40721 members 
Mstep: Class 11 contains 9988 members 
Mstep: Class 12 contains 16176 members 
Mstep: Class 13 contains 18097 members 
Mstep: Class 15 contains 26267 members 
Mstep: Class 16 contains 47363 members 
Mstep: Class 17 contains 106749 members 
Mstep: Class 18 contains 13579 members 
Mstep: Class 19 contains 15091 members 
Mstep: Class 20 contains 18696 members 
Mstep: Class 21 contains 9032 members 
Mstep: Class 22 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112878472.000000 Penalty: 69942.203125
Iteration 36Q: 21 clusters Score -1.128785e+08 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 1711 members 
Mstep: Class 3 contains 39053 members 
Mstep: Class 4 contains 80821 members 
Mstep: Class 5 contains 420780 members 
Mstep: Class 6 contains 189290 members 
Mstep: Class 7 contains 209011 members 
Mstep: Class 9 contains 14172 members 
Mstep: Class 10 contains 40790 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 16354 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 15 contains 25849 members 
Mstep: Class 16 contains 47175 members 
Mstep: Class 17 contains 106758 members 
Mstep: Class 18 contains 13573 members 
Mstep: Class 19 contains 15045 members 
Mstep: Class 20 contains 18724 members 
Mstep: Class 21 contains 9088 members 
Mstep: Class 22 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112879384.000000 Penalty: 69942.203125
Iteration 37Q: 21 clusters Score -1.128794e+08 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1692 members 
Mstep: Class 3 contains 39282 members 
Mstep: Class 4 contains 80804 members 
Mstep: Class 5 contains 420886 members 
Mstep: Class 6 contains 185988 members 
Mstep: Class 7 contains 212295 members 
Mstep: Class 9 contains 14145 members 
Mstep: Class 10 contains 40854 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 13 contains 18009 members 
Mstep: Class 15 contains 25478 members 
Mstep: Class 16 contains 46961 members 
Mstep: Class 17 contains 106780 members 
Mstep: Class 18 contains 13553 members 
Mstep: Class 19 contains 15008 members 
Mstep: Class 20 contains 18760 members 
Mstep: Class 21 contains 9142 members 
Mstep: Class 22 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112880552.000000 Penalty: 69942.203125
Iteration 38Q: 21 clusters Score -1.128806e+08 nChanged 5120
Entering ConstructFrom: 
Score: -112880552.000000 Penalty: 69942.203125
Entering ConstructFrom: 
Trying to split cluster 1 (48533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Entering Unmasked Estep 
Score: -4176312.500000 Penalty: 2675.919678
	Iteration 0F: 2 clusters Score -4176312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4143755.750000 Penalty: 5351.839355
	Iteration 0F: 3 clusters Score -4143756 nChanged 22376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -4156747.250000 Penalty: 5351.839355
	Iteration 1F: 3 clusters Score -4156747 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4158599.750000 Penalty: 5351.839355
	Iteration 2F: 3 clusters Score -4158600 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4162425.500000 Penalty: 5351.839355
	Iteration 3F: 3 clusters Score -4162426 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -4169606.750000 Penalty: 5351.839355
	Iteration 4F: 3 clusters Score -4169607 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4177562.500000 Penalty: 5351.839355
	Iteration 5F: 3 clusters Score -4177562 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4181727.250000 Penalty: 5351.839355
	Iteration 6F: 3 clusters Score -4181727 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4183410.000000 Penalty: 5351.839355
	Iteration 7Q: 3 clusters Score -4183410 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4183968.250000 Penalty: 5351.839355
	Iteration 8Q: 3 clusters Score -4183968 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4184141.750000 Penalty: 5351.839355
	Iteration 9Q: 3 clusters Score -4184142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4184236.250000 Penalty: 5351.839355
	Iteration 10Q: 3 clusters Score -4184236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -4184261.250000 Penalty: 5351.839355
	Iteration 11Q: 3 clusters Score -4184261 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -4184289.500000 Penalty: 5351.839355
	Iteration 12Q: 3 clusters Score -4184290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4184305.500000 Penalty: 5351.839355
	Iteration 13Q: 3 clusters Score -4184306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4184305.250000 Penalty: 5351.839355
	Iteration 14Q: 3 clusters Score -4184305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -4184302.750000 Penalty: 5351.839355
	Iteration 15Q: 3 clusters Score -4184303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4184304.750000 Penalty: 5351.839355
	Iteration 16Q: 3 clusters Score -4184305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4184304.250000 Penalty: 5351.839355
	Iteration 17Q: 3 clusters Score -4184304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4184302.750000 Penalty: 5351.839355
	Iteration 18Q: 3 clusters Score -4184303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4184298.000000 Penalty: 5351.839355
	Iteration 19Q: 3 clusters Score -4184298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -4184300.250000 Penalty: 5351.839355
	Iteration 20F: 3 clusters Score -4184300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4184304.750000 Penalty: 5351.839355
	Iteration 21Q: 3 clusters Score -4184305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4184304.750000 Penalty: 5351.839355
	Iteration 22F: 3 clusters Score -4184305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 39464 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 182616 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 40900 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Entering Unmasked Estep 
Score: -112887136.000000 Penalty: 73439.312500
Splitting cluster 1 changes total score from -112880552.000000 to -112887136.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -137053.531250 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -137053.5 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 834 members 
Entering Unmasked Estep 
Score: -134661.421875 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -134661.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -135093.078125 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -135093.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -135232.468750 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -135232.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -135320.281250 Penalty: 3684.748047
	Iteration 3Q: 3 clusters Score -135320.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -135394.656250 Penalty: 3684.748047
	Iteration 4Q: 3 clusters Score -135394.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -135462.781250 Penalty: 3684.748047
	Iteration 5Q: 3 clusters Score -135462.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -135516.125000 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -135516.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -135573.718750 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -135573.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -135630.125000 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -135630.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -135708.515625 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -135708.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135773.390625 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -135773.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135833.109375 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -135833.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -135892.484375 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -135892.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -135971.390625 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -135971.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -136070.484375 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -136070.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -136265.890625 Penalty: 3684.748047
	Iteration 15Q: 3 clusters Score -136265.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136727.093750 Penalty: 3684.748047
	Iteration 16F: 3 clusters Score -136727.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137598.671875 Penalty: 3684.748047
	Iteration 17F: 3 clusters Score -137598.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -138536.390625 Penalty: 3684.748047
	Iteration 18Q: 3 clusters Score -138536.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -139191.140625 Penalty: 3684.748047
	Iteration 19Q: 3 clusters Score -139191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -139285.421875 Penalty: 3684.748047
	Iteration 20F: 3 clusters Score -139285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -139293.328125 Penalty: 3684.748047
	Iteration 21Q: 3 clusters Score -139293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -139293.328125 Penalty: 3684.748047
	Iteration 22F: 3 clusters Score -139293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 39464 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 182616 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 40900 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Entering Unmasked Estep 
Score: -112888024.000000 Penalty: 76936.421875
Splitting cluster 2 changes total score from -112880552.000000 to -112888024.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (39464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Entering Unmasked Estep 
Score: -3364005.750000 Penalty: 2624.619873
	Iteration 0F: 2 clusters Score -3364006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3337230.500000 Penalty: 5249.239746
	Iteration 0F: 3 clusters Score -3337230 nChanged 18036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3347407.750000 Penalty: 5249.239746
	Iteration 1F: 3 clusters Score -3347408 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3348257.250000 Penalty: 5249.239746
	Iteration 2Q: 3 clusters Score -3348257 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3349452.250000 Penalty: 5249.239746
	Iteration 3F: 3 clusters Score -3349452 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3351087.250000 Penalty: 5249.239746
	Iteration 4F: 3 clusters Score -3351087 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3353071.250000 Penalty: 5249.239746
	Iteration 5F: 3 clusters Score -3353071 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3354951.000000 Penalty: 5249.239746
	Iteration 6F: 3 clusters Score -3354951 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3356770.500000 Penalty: 5249.239746
	Iteration 7F: 3 clusters Score -3356770 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3358428.750000 Penalty: 5249.239746
	Iteration 8F: 3 clusters Score -3358429 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3359693.250000 Penalty: 5249.239746
	Iteration 9Q: 3 clusters Score -3359693 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3360544.250000 Penalty: 5249.239746
	Iteration 10Q: 3 clusters Score -3360544 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3361098.000000 Penalty: 5249.239746
	Iteration 11Q: 3 clusters Score -3361098 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3361524.250000 Penalty: 5249.239746
	Iteration 12Q: 3 clusters Score -3361524 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3361880.000000 Penalty: 5249.239746
	Iteration 13Q: 3 clusters Score -3361880 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3362175.000000 Penalty: 5249.239746
	Iteration 14Q: 3 clusters Score -3362175 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3362424.000000 Penalty: 5249.239746
	Iteration 15Q: 3 clusters Score -3362424 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3362636.750000 Penalty: 5249.239746
	Iteration 16Q: 3 clusters Score -3362637 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3362841.000000 Penalty: 5249.239746
	Iteration 17Q: 3 clusters Score -3362841 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3362999.750000 Penalty: 5249.239746
	Iteration 18Q: 3 clusters Score -3363000 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3363143.500000 Penalty: 5249.239746
	Iteration 19Q: 3 clusters Score -3363144 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3363261.500000 Penalty: 5249.239746
	Iteration 20F: 3 clusters Score -3363262 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3363364.000000 Penalty: 5249.239746
	Iteration 21Q: 3 clusters Score -3363364 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3363451.250000 Penalty: 5249.239746
	Iteration 22Q: 3 clusters Score -3363451 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3363537.000000 Penalty: 5249.239746
	Iteration 23Q: 3 clusters Score -3363537 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3363621.250000 Penalty: 5249.239746
	Iteration 24Q: 3 clusters Score -3363621 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3363736.250000 Penalty: 5249.239746
	Iteration 25Q: 3 clusters Score -3363736 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3363887.000000 Penalty: 5249.239746
	Iteration 26Q: 3 clusters Score -3363887 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3364012.000000 Penalty: 5249.239746
	Iteration 27Q: 3 clusters Score -3364012 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3364174.000000 Penalty: 5249.239746
	Iteration 28Q: 3 clusters Score -3364174 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3364285.250000 Penalty: 5249.239746
	Iteration 29Q: 3 clusters Score -3364285 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3364363.750000 Penalty: 5249.239746
	Iteration 30Q: 3 clusters Score -3364364 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3364424.750000 Penalty: 5249.239746
	Iteration 31Q: 3 clusters Score -3364425 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3364450.250000 Penalty: 5249.239746
	Iteration 32Q: 3 clusters Score -3364450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3364462.500000 Penalty: 5249.239746
	Iteration 33Q: 3 clusters Score -3364462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3364464.250000 Penalty: 5249.239746
	Iteration 34Q: 3 clusters Score -3364464 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3364475.750000 Penalty: 5249.239746
	Iteration 35Q: 3 clusters Score -3364476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3364491.750000 Penalty: 5249.239746
	Iteration 36Q: 3 clusters Score -3364492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3364493.500000 Penalty: 5249.239746
	Iteration 37Q: 3 clusters Score -3364494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3364499.750000 Penalty: 5249.239746
	Iteration 38Q: 3 clusters Score -3364500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3364503.500000 Penalty: 5249.239746
	Iteration 39Q: 3 clusters Score -3364504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3364499.000000 Penalty: 5249.239746
	Iteration 40F: 3 clusters Score -3364499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3364498.500000 Penalty: 5249.239746
	Iteration 41Q: 3 clusters Score -3364498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3364497.000000 Penalty: 5249.239746
	Iteration 42Q: 3 clusters Score -3364497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3364504.000000 Penalty: 5249.239746
	Iteration 43Q: 3 clusters Score -3364504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3364499.750000 Penalty: 5249.239746
	Iteration 44Q: 3 clusters Score -3364500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3364500.750000 Penalty: 5249.239746
	Iteration 45Q: 3 clusters Score -3364501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3364503.500000 Penalty: 5249.239746
	Iteration 46Q: 3 clusters Score -3364504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -3364501.000000 Penalty: 5249.239746
	Iteration 47Q: 3 clusters Score -3364501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3364503.250000 Penalty: 5249.239746
	Iteration 48Q: 3 clusters Score -3364503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3364502.500000 Penalty: 5249.239746
	Iteration 49Q: 3 clusters Score -3364502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3364505.500000 Penalty: 5249.239746
	Iteration 50Q: 3 clusters Score -3364506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3364505.000000 Penalty: 5249.239746
	Iteration 51Q: 3 clusters Score -3364505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3364501.500000 Penalty: 5249.239746
	Iteration 52Q: 3 clusters Score -3364502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3364501.500000 Penalty: 5249.239746
	Iteration 53F: 3 clusters Score -3364502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 182616 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 40900 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Entering Unmasked Estep 
Score: -112887672.000000 Penalty: 80433.531250
Splitting cluster 3 changes total score from -112880552.000000 to -112887672.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (80792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Entering Unmasked Estep 
Score: -7106907.000000 Penalty: 2802.309082
	Iteration 0F: 2 clusters Score -7106907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -7052932.500000 Penalty: 5604.618164
	Iteration 0F: 3 clusters Score -7052932 nChanged 37842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7074898.000000 Penalty: 5604.618164
	Iteration 1F: 3 clusters Score -7074898 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -7076144.000000 Penalty: 5604.618164
	Iteration 2Q: 3 clusters Score -7076144 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -7078036.500000 Penalty: 5604.618164
	Iteration 3F: 3 clusters Score -7078036 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -7081082.000000 Penalty: 5604.618164
	Iteration 4F: 3 clusters Score -7081082 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7085839.500000 Penalty: 5604.618164
	Iteration 5F: 3 clusters Score -7085840 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -7091906.000000 Penalty: 5604.618164
	Iteration 6F: 3 clusters Score -7091906 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -7097152.000000 Penalty: 5604.618164
	Iteration 7F: 3 clusters Score -7097152 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -7100451.500000 Penalty: 5604.618164
	Iteration 8F: 3 clusters Score -7100452 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -7102398.000000 Penalty: 5604.618164
	Iteration 9Q: 3 clusters Score -7102398 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -7103817.000000 Penalty: 5604.618164
	Iteration 10Q: 3 clusters Score -7103817 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -7104794.000000 Penalty: 5604.618164
	Iteration 11Q: 3 clusters Score -7104794 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7105417.000000 Penalty: 5604.618164
	Iteration 12Q: 3 clusters Score -7105417 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7105758.500000 Penalty: 5604.618164
	Iteration 13Q: 3 clusters Score -7105758 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7105959.000000 Penalty: 5604.618164
	Iteration 14Q: 3 clusters Score -7105959 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7106094.500000 Penalty: 5604.618164
	Iteration 15Q: 3 clusters Score -7106094 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7106136.500000 Penalty: 5604.618164
	Iteration 16Q: 3 clusters Score -7106136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7106182.500000 Penalty: 5604.618164
	Iteration 17Q: 3 clusters Score -7106182 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7106235.000000 Penalty: 5604.618164
	Iteration 18Q: 3 clusters Score -7106235 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7106270.500000 Penalty: 5604.618164
	Iteration 19Q: 3 clusters Score -7106270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7106295.000000 Penalty: 5604.618164
	Iteration 20F: 3 clusters Score -7106295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7106306.500000 Penalty: 5604.618164
	Iteration 21Q: 3 clusters Score -7106306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78037 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7106305.500000 Penalty: 5604.618164
	Iteration 22Q: 3 clusters Score -7106306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78057 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7106312.500000 Penalty: 5604.618164
	Iteration 23Q: 3 clusters Score -7106312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7106320.000000 Penalty: 5604.618164
	Iteration 24Q: 3 clusters Score -7106320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -7106314.000000 Penalty: 5604.618164
	Iteration 25Q: 3 clusters Score -7106314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7106322.500000 Penalty: 5604.618164
	Iteration 26Q: 3 clusters Score -7106322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7106330.000000 Penalty: 5604.618164
	Iteration 27Q: 3 clusters Score -7106330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7106339.500000 Penalty: 5604.618164
	Iteration 28Q: 3 clusters Score -7106340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7106330.000000 Penalty: 5604.618164
	Iteration 29Q: 3 clusters Score -7106330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7106333.000000 Penalty: 5604.618164
	Iteration 30Q: 3 clusters Score -7106333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7106337.500000 Penalty: 5604.618164
	Iteration 31Q: 3 clusters Score -7106338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7106331.500000 Penalty: 5604.618164
	Iteration 32Q: 3 clusters Score -7106332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7106327.500000 Penalty: 5604.618164
	Iteration 33Q: 3 clusters Score -7106328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7106324.500000 Penalty: 5604.618164
	Iteration 34Q: 3 clusters Score -7106324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7106329.000000 Penalty: 5604.618164
	Iteration 35Q: 3 clusters Score -7106329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7106325.500000 Penalty: 5604.618164
	Iteration 36Q: 3 clusters Score -7106326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7106321.000000 Penalty: 5604.618164
	Iteration 37Q: 3 clusters Score -7106321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7106323.000000 Penalty: 5604.618164
	Iteration 38Q: 3 clusters Score -7106323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7106319.000000 Penalty: 5604.618164
	Iteration 39Q: 3 clusters Score -7106319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7106317.000000 Penalty: 5604.618164
	Iteration 40F: 3 clusters Score -7106317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (420961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420961 members 
Entering Unmasked Estep 
Score: -37150832.000000 Penalty: 3211.673340
	Iteration 0F: 2 clusters Score -3.715083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210240 members 
Mstep: Class 2 contains 210721 members 
Entering Unmasked Estep 
Score: -36867292.000000 Penalty: 6423.346680
	Iteration 0F: 3 clusters Score -3.686729e+07 nChanged 204456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204924 members 
Mstep: Class 2 contains 216037 members 
Entering Unmasked Estep 
Score: -36989800.000000 Penalty: 6423.346680
	Iteration 1F: 3 clusters Score -3.69898e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200892 members 
Mstep: Class 2 contains 220069 members 
Entering Unmasked Estep 
Score: -36991736.000000 Penalty: 6423.346680
	Iteration 2Q: 3 clusters Score -3.699174e+07 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194096 members 
Mstep: Class 2 contains 226865 members 
Entering Unmasked Estep 
Score: -36994768.000000 Penalty: 6423.346680
	Iteration 3Q: 3 clusters Score -3.699477e+07 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182998 members 
Mstep: Class 2 contains 237963 members 
Entering Unmasked Estep 
Score: -37000008.000000 Penalty: 6423.346680
	Iteration 4Q: 3 clusters Score -3.700001e+07 nChanged 21281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 255314 members 
Entering Unmasked Estep 
Score: -37009848.000000 Penalty: 6423.346680
	Iteration 5F: 3 clusters Score -3.700985e+07 nChanged 27867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140670 members 
Mstep: Class 2 contains 280291 members 
Entering Unmasked Estep 
Score: -37026268.000000 Penalty: 6423.346680
	Iteration 6F: 3 clusters Score -3.702627e+07 nChanged 33814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 312227 members 
Entering Unmasked Estep 
Score: -37051776.000000 Penalty: 6423.346680
	Iteration 7F: 3 clusters Score -3.705178e+07 nChanged 35401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 346702 members 
Entering Unmasked Estep 
Score: -37082420.000000 Penalty: 6423.346680
	Iteration 8F: 3 clusters Score -3.708242e+07 nChanged 30112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 376472 members 
Entering Unmasked Estep 
Score: -37109700.000000 Penalty: 6423.346680
	Iteration 9F: 3 clusters Score -3.71097e+07 nChanged 20914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 397338 members 
Entering Unmasked Estep 
Score: -37128448.000000 Penalty: 6423.346680
	Iteration 10Q: 3 clusters Score -3.712845e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 409408 members 
Entering Unmasked Estep 
Score: -37139116.000000 Penalty: 6423.346680
	Iteration 11Q: 3 clusters Score -3.713912e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 415394 members 
Entering Unmasked Estep 
Score: -37144228.000000 Penalty: 6423.346680
	Iteration 12Q: 3 clusters Score -3.714423e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 417934 members 
Entering Unmasked Estep 
Score: -37146500.000000 Penalty: 6423.346680
	Iteration 13Q: 3 clusters Score -3.71465e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 418868 members 
Entering Unmasked Estep 
Score: -37147432.000000 Penalty: 6423.346680
	Iteration 14Q: 3 clusters Score -3.714743e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 419223 members 
Entering Unmasked Estep 
Score: -37148076.000000 Penalty: 6423.346680
	Iteration 15Q: 3 clusters Score -3.714808e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 419325 members 
Entering Unmasked Estep 
Score: -37148340.000000 Penalty: 6423.346680
	Iteration 16Q: 3 clusters Score -3.714834e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 419346 members 
Entering Unmasked Estep 
Score: -37148512.000000 Penalty: 6423.346680
	Iteration 17Q: 3 clusters Score -3.714851e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 419373 members 
Entering Unmasked Estep 
Score: -37148564.000000 Penalty: 6423.346680
	Iteration 18Q: 3 clusters Score -3.714856e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 419390 members 
Entering Unmasked Estep 
Score: -37148620.000000 Penalty: 6423.346680
	Iteration 19Q: 3 clusters Score -3.714862e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 419398 members 
Entering Unmasked Estep 
Score: -37148656.000000 Penalty: 6423.346680
	Iteration 20F: 3 clusters Score -3.714866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 419411 members 
Entering Unmasked Estep 
Score: -37148688.000000 Penalty: 6423.346680
	Iteration 21Q: 3 clusters Score -3.714869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 419434 members 
Entering Unmasked Estep 
Score: -37148652.000000 Penalty: 6423.346680
	Iteration 22Q: 3 clusters Score -3.714865e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 419460 members 
Entering Unmasked Estep 
Score: -37148652.000000 Penalty: 6423.346680
	Iteration 23Q: 3 clusters Score -3.714865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 419475 members 
Entering Unmasked Estep 
Score: -37148664.000000 Penalty: 6423.346680
	Iteration 24Q: 3 clusters Score -3.714866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 419484 members 
Entering Unmasked Estep 
Score: -37148684.000000 Penalty: 6423.346680
	Iteration 25Q: 3 clusters Score -3.714868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 419483 members 
Entering Unmasked Estep 
Score: -37148680.000000 Penalty: 6423.346680
	Iteration 26Q: 3 clusters Score -3.714868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 419479 members 
Entering Unmasked Estep 
Score: -37148716.000000 Penalty: 6423.346680
	Iteration 27Q: 3 clusters Score -3.714872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 419479 members 
Entering Unmasked Estep 
Score: -37148724.000000 Penalty: 6423.346680
	Iteration 28Q: 3 clusters Score -3.714872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 419478 members 
Entering Unmasked Estep 
Score: -37148728.000000 Penalty: 6423.346680
	Iteration 29Q: 3 clusters Score -3.714873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 419477 members 
Entering Unmasked Estep 
Score: -37148740.000000 Penalty: 6423.346680
	Iteration 30Q: 3 clusters Score -3.714874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 419475 members 
Entering Unmasked Estep 
Score: -37148712.000000 Penalty: 6423.346680
	Iteration 31Q: 3 clusters Score -3.714871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 419476 members 
Entering Unmasked Estep 
Score: -37148728.000000 Penalty: 6423.346680
	Iteration 32Q: 3 clusters Score -3.714873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 419477 members 
Entering Unmasked Estep 
Score: -37148720.000000 Penalty: 6423.346680
	Iteration 33Q: 3 clusters Score -3.714872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 419477 members 
Entering Unmasked Estep 
Score: -37148748.000000 Penalty: 6423.346680
	Iteration 34Q: 3 clusters Score -3.714875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 419481 members 
Entering Unmasked Estep 
Score: -37148724.000000 Penalty: 6423.346680
	Iteration 35Q: 3 clusters Score -3.714872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 419481 members 
Entering Unmasked Estep 
Score: -37148732.000000 Penalty: 6423.346680
	Iteration 36Q: 3 clusters Score -3.714873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 419483 members 
Entering Unmasked Estep 
Score: -37148716.000000 Penalty: 6423.346680
	Iteration 37Q: 3 clusters Score -3.714872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 419485 members 
Entering Unmasked Estep 
Score: -37148724.000000 Penalty: 6423.346680
	Iteration 38Q: 3 clusters Score -3.714872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 419484 members 
Entering Unmasked Estep 
Score: -37148736.000000 Penalty: 6423.346680
	Iteration 39Q: 3 clusters Score -3.714874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 419485 members 
Entering Unmasked Estep 
Score: -37148736.000000 Penalty: 6423.346680
	Iteration 40F: 3 clusters Score -3.714874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 419487 members 
Entering Unmasked Estep 
Score: -37148716.000000 Penalty: 6423.346680
	Iteration 41Q: 3 clusters Score -3.714872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 419489 members 
Entering Unmasked Estep 
Score: -37148720.000000 Penalty: 6423.346680
	Iteration 42Q: 3 clusters Score -3.714872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 419489 members 
Entering Unmasked Estep 
Score: -37148708.000000 Penalty: 6423.346680
	Iteration 43Q: 3 clusters Score -3.714871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 419489 members 
Entering Unmasked Estep 
Score: -37148708.000000 Penalty: 6423.346680
	Iteration 44F: 3 clusters Score -3.714871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (182616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182616 members 
Entering Unmasked Estep 
Score: -16096672.000000 Penalty: 3004.554932
	Iteration 0F: 2 clusters Score -1.609667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -15974434.000000 Penalty: 6009.109863
	Iteration 0F: 3 clusters Score -1.597443e+07 nChanged 87653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -16025666.000000 Penalty: 6009.109863
	Iteration 1F: 3 clusters Score -1.602567e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -16027263.000000 Penalty: 6009.109863
	Iteration 2Q: 3 clusters Score -1.602726e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -16029882.000000 Penalty: 6009.109863
	Iteration 3Q: 3 clusters Score -1.602988e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -16034090.000000 Penalty: 6009.109863
	Iteration 4Q: 3 clusters Score -1.603409e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -16040011.000000 Penalty: 6009.109863
	Iteration 5F: 3 clusters Score -1.604001e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -16046971.000000 Penalty: 6009.109863
	Iteration 6F: 3 clusters Score -1.604697e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91214 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -16053836.000000 Penalty: 6009.109863
	Iteration 7F: 3 clusters Score -1.605384e+07 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -16059074.000000 Penalty: 6009.109863
	Iteration 8F: 3 clusters Score -1.605907e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92117 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -16062684.000000 Penalty: 6009.109863
	Iteration 9Q: 3 clusters Score -1.606268e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -16065347.000000 Penalty: 6009.109863
	Iteration 10Q: 3 clusters Score -1.606535e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -16067327.000000 Penalty: 6009.109863
	Iteration 11Q: 3 clusters Score -1.606733e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 90994 members 
Entering Unmasked Estep 
Score: -16069296.000000 Penalty: 6009.109863
	Iteration 12Q: 3 clusters Score -1.60693e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -16071439.000000 Penalty: 6009.109863
	Iteration 13Q: 3 clusters Score -1.607144e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -16073360.000000 Penalty: 6009.109863
	Iteration 14Q: 3 clusters Score -1.607336e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 89348 members 
Entering Unmasked Estep 
Score: -16074897.000000 Penalty: 6009.109863
	Iteration 15Q: 3 clusters Score -1.60749e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -16075668.000000 Penalty: 6009.109863
	Iteration 16Q: 3 clusters Score -1.607567e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -16076298.000000 Penalty: 6009.109863
	Iteration 17Q: 3 clusters Score -1.60763e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -16076675.000000 Penalty: 6009.109863
	Iteration 18Q: 3 clusters Score -1.607668e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -16077032.000000 Penalty: 6009.109863
	Iteration 19Q: 3 clusters Score -1.607703e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -16077416.000000 Penalty: 6009.109863
	Iteration 20F: 3 clusters Score -1.607742e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -16077641.000000 Penalty: 6009.109863
	Iteration 21Q: 3 clusters Score -1.607764e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -16077920.000000 Penalty: 6009.109863
	Iteration 22Q: 3 clusters Score -1.607792e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105621 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -16078164.000000 Penalty: 6009.109863
	Iteration 23Q: 3 clusters Score -1.607816e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107504 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -16078525.000000 Penalty: 6009.109863
	Iteration 24Q: 3 clusters Score -1.607852e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109394 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -16078866.000000 Penalty: 6009.109863
	Iteration 25Q: 3 clusters Score -1.607887e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -16079175.000000 Penalty: 6009.109863
	Iteration 26Q: 3 clusters Score -1.607918e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113228 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -16079588.000000 Penalty: 6009.109863
	Iteration 27Q: 3 clusters Score -1.607959e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115248 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -16080001.000000 Penalty: 6009.109863
	Iteration 28Q: 3 clusters Score -1.608e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -16080364.000000 Penalty: 6009.109863
	Iteration 29Q: 3 clusters Score -1.608036e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119513 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -16080833.000000 Penalty: 6009.109863
	Iteration 30Q: 3 clusters Score -1.608083e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121748 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -16081299.000000 Penalty: 6009.109863
	Iteration 31Q: 3 clusters Score -1.60813e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -16081749.000000 Penalty: 6009.109863
	Iteration 32Q: 3 clusters Score -1.608175e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126217 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -16082405.000000 Penalty: 6009.109863
	Iteration 33Q: 3 clusters Score -1.60824e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128568 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -16083006.000000 Penalty: 6009.109863
	Iteration 34Q: 3 clusters Score -1.608301e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130899 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -16083551.000000 Penalty: 6009.109863
	Iteration 35Q: 3 clusters Score -1.608355e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133173 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -16084114.000000 Penalty: 6009.109863
	Iteration 36Q: 3 clusters Score -1.608411e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135451 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -16084718.000000 Penalty: 6009.109863
	Iteration 37Q: 3 clusters Score -1.608472e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137692 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -16085456.000000 Penalty: 6009.109863
	Iteration 38Q: 3 clusters Score -1.608546e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139940 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -16086134.000000 Penalty: 6009.109863
	Iteration 39Q: 3 clusters Score -1.608613e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142207 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -16086908.000000 Penalty: 6009.109863
	Iteration 40F: 3 clusters Score -1.608691e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144407 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -16087677.000000 Penalty: 6009.109863
	Iteration 41Q: 3 clusters Score -1.608768e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -16088569.000000 Penalty: 6009.109863
	Iteration 42Q: 3 clusters Score -1.608857e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -16089443.000000 Penalty: 6009.109863
	Iteration 43Q: 3 clusters Score -1.608944e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -16090234.000000 Penalty: 6009.109863
	Iteration 44Q: 3 clusters Score -1.609023e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -16091340.000000 Penalty: 6009.109863
	Iteration 45Q: 3 clusters Score -1.609134e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155399 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -16092364.000000 Penalty: 6009.109863
	Iteration 46Q: 3 clusters Score -1.609236e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157395 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -16093444.000000 Penalty: 6009.109863
	Iteration 47Q: 3 clusters Score -1.609344e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159183 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -16094261.000000 Penalty: 6009.109863
	Iteration 48Q: 3 clusters Score -1.609426e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160769 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -16094969.000000 Penalty: 6009.109863
	Iteration 49Q: 3 clusters Score -1.609497e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -16095659.000000 Penalty: 6009.109863
	Iteration 50Q: 3 clusters Score -1.609566e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163417 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -16096212.000000 Penalty: 6009.109863
	Iteration 51Q: 3 clusters Score -1.609621e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -16096576.000000 Penalty: 6009.109863
	Iteration 52Q: 3 clusters Score -1.609658e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -16096924.000000 Penalty: 6009.109863
	Iteration 53Q: 3 clusters Score -1.609692e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -16097162.000000 Penalty: 6009.109863
	Iteration 54Q: 3 clusters Score -1.609716e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -16097407.000000 Penalty: 6009.109863
	Iteration 55Q: 3 clusters Score -1.609741e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -16097617.000000 Penalty: 6009.109863
	Iteration 56Q: 3 clusters Score -1.609762e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168253 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -16097819.000000 Penalty: 6009.109863
	Iteration 57Q: 3 clusters Score -1.609782e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -16097925.000000 Penalty: 6009.109863
	Iteration 58Q: 3 clusters Score -1.609792e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169091 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -16097989.000000 Penalty: 6009.109863
	Iteration 59Q: 3 clusters Score -1.609799e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169412 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -16098081.000000 Penalty: 6009.109863
	Iteration 60F: 3 clusters Score -1.609808e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -16098080.000000 Penalty: 6009.109863
	Iteration 61Q: 3 clusters Score -1.609808e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -16098102.000000 Penalty: 6009.109863
	Iteration 62Q: 3 clusters Score -1.60981e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -16098186.000000 Penalty: 6009.109863
	Iteration 63Q: 3 clusters Score -1.609819e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170291 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -16098200.000000 Penalty: 6009.109863
	Iteration 64Q: 3 clusters Score -1.60982e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -16098241.000000 Penalty: 6009.109863
	Iteration 65Q: 3 clusters Score -1.609824e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -16098269.000000 Penalty: 6009.109863
	Iteration 66Q: 3 clusters Score -1.609827e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -16098254.000000 Penalty: 6009.109863
	Iteration 67Q: 3 clusters Score -1.609825e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -16098280.000000 Penalty: 6009.109863
	Iteration 68Q: 3 clusters Score -1.609828e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170890 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -16098284.000000 Penalty: 6009.109863
	Iteration 69Q: 3 clusters Score -1.609828e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -16098301.000000 Penalty: 6009.109863
	Iteration 70Q: 3 clusters Score -1.60983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -16098339.000000 Penalty: 6009.109863
	Iteration 71Q: 3 clusters Score -1.609834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -16098329.000000 Penalty: 6009.109863
	Iteration 72Q: 3 clusters Score -1.609833e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -16098352.000000 Penalty: 6009.109863
	Iteration 73Q: 3 clusters Score -1.609835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171144 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -16098348.000000 Penalty: 6009.109863
	Iteration 74Q: 3 clusters Score -1.609835e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171175 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -16098344.000000 Penalty: 6009.109863
	Iteration 75Q: 3 clusters Score -1.609834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -16098339.000000 Penalty: 6009.109863
	Iteration 76Q: 3 clusters Score -1.609834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -16098339.000000 Penalty: 6009.109863
	Iteration 77Q: 3 clusters Score -1.609834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171252 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -16098335.000000 Penalty: 6009.109863
	Iteration 78Q: 3 clusters Score -1.609834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171275 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -16098322.000000 Penalty: 6009.109863
	Iteration 79Q: 3 clusters Score -1.609832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -16098345.000000 Penalty: 6009.109863
	Iteration 80F: 3 clusters Score -1.609834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171314 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -16098340.000000 Penalty: 6009.109863
	Iteration 81Q: 3 clusters Score -1.609834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171337 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -16098340.000000 Penalty: 6009.109863
	Iteration 82Q: 3 clusters Score -1.609834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -16098312.000000 Penalty: 6009.109863
	Iteration 83Q: 3 clusters Score -1.609831e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -16098323.000000 Penalty: 6009.109863
	Iteration 84Q: 3 clusters Score -1.609832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -16098317.000000 Penalty: 6009.109863
	Iteration 85Q: 3 clusters Score -1.609832e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -16098331.000000 Penalty: 6009.109863
	Iteration 86Q: 3 clusters Score -1.609833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171467 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -16098327.000000 Penalty: 6009.109863
	Iteration 87Q: 3 clusters Score -1.609833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -16098323.000000 Penalty: 6009.109863
	Iteration 88Q: 3 clusters Score -1.609832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -16098329.000000 Penalty: 6009.109863
	Iteration 89Q: 3 clusters Score -1.609833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -16098325.000000 Penalty: 6009.109863
	Iteration 90Q: 3 clusters Score -1.609832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -16098324.000000 Penalty: 6009.109863
	Iteration 91Q: 3 clusters Score -1.609832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171559 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -16098322.000000 Penalty: 6009.109863
	Iteration 92Q: 3 clusters Score -1.609832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171573 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -16098333.000000 Penalty: 6009.109863
	Iteration 93Q: 3 clusters Score -1.609833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171583 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -16098349.000000 Penalty: 6009.109863
	Iteration 94Q: 3 clusters Score -1.609835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -16098341.000000 Penalty: 6009.109863
	Iteration 95Q: 3 clusters Score -1.609834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -16098352.000000 Penalty: 6009.109863
	Iteration 96Q: 3 clusters Score -1.609835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171613 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -16098347.000000 Penalty: 6009.109863
	Iteration 97Q: 3 clusters Score -1.609835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171625 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -16098360.000000 Penalty: 6009.109863
	Iteration 98Q: 3 clusters Score -1.609836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171636 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -16098338.000000 Penalty: 6009.109863
	Iteration 99Q: 3 clusters Score -1.609834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -16098332.000000 Penalty: 6009.109863
	Iteration 100F: 3 clusters Score -1.609833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171654 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -16098339.000000 Penalty: 6009.109863
	Iteration 101Q: 3 clusters Score -1.609834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -16098322.000000 Penalty: 6009.109863
	Iteration 102Q: 3 clusters Score -1.609832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171660 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -16098325.000000 Penalty: 6009.109863
	Iteration 103Q: 3 clusters Score -1.609832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171663 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -16098317.000000 Penalty: 6009.109863
	Iteration 104Q: 3 clusters Score -1.609832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -16098311.000000 Penalty: 6009.109863
	Iteration 105Q: 3 clusters Score -1.609831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171672 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -16098318.000000 Penalty: 6009.109863
	Iteration 106Q: 3 clusters Score -1.609832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171676 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -16098325.000000 Penalty: 6009.109863
	Iteration 107Q: 3 clusters Score -1.609832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -16098316.000000 Penalty: 6009.109863
	Iteration 108Q: 3 clusters Score -1.609832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171681 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -16098320.000000 Penalty: 6009.109863
	Iteration 109Q: 3 clusters Score -1.609832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -16098310.000000 Penalty: 6009.109863
	Iteration 110Q: 3 clusters Score -1.609831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -16098310.000000 Penalty: 6009.109863
	Iteration 111F: 3 clusters Score -1.609831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 40900 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Entering Unmasked Estep 
Score: -112888896.000000 Penalty: 83930.640625
Splitting cluster 6 changes total score from -112880552.000000 to -112888896.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (215671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215671 members 
Entering Unmasked Estep 
Score: -19168860.000000 Penalty: 3045.814453
	Iteration 0F: 2 clusters Score -1.916886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108063 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -19024464.000000 Penalty: 6091.628906
	Iteration 0F: 3 clusters Score -1.902446e+07 nChanged 103722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -19087158.000000 Penalty: 6091.628906
	Iteration 1F: 3 clusters Score -1.908716e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -19090706.000000 Penalty: 6091.628906
	Iteration 2Q: 3 clusters Score -1.909071e+07 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129146 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -19096162.000000 Penalty: 6091.628906
	Iteration 3F: 3 clusters Score -1.909616e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138587 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -19104192.000000 Penalty: 6091.628906
	Iteration 4F: 3 clusters Score -1.910419e+07 nChanged 15367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -19114608.000000 Penalty: 6091.628906
	Iteration 5F: 3 clusters Score -1.911461e+07 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161247 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -19125244.000000 Penalty: 6091.628906
	Iteration 6F: 3 clusters Score -1.912524e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171781 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -19135066.000000 Penalty: 6091.628906
	Iteration 7F: 3 clusters Score -1.913507e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180447 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -19143982.000000 Penalty: 6091.628906
	Iteration 8Q: 3 clusters Score -1.914398e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186560 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -19151412.000000 Penalty: 6091.628906
	Iteration 9Q: 3 clusters Score -1.915141e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190219 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -19156098.000000 Penalty: 6091.628906
	Iteration 10Q: 3 clusters Score -1.91561e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192588 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -19158280.000000 Penalty: 6091.628906
	Iteration 11Q: 3 clusters Score -1.915828e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194561 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -19159328.000000 Penalty: 6091.628906
	Iteration 12Q: 3 clusters Score -1.915933e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196360 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -19160146.000000 Penalty: 6091.628906
	Iteration 13Q: 3 clusters Score -1.916015e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198077 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -19160842.000000 Penalty: 6091.628906
	Iteration 14Q: 3 clusters Score -1.916084e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199649 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -19161404.000000 Penalty: 6091.628906
	Iteration 15Q: 3 clusters Score -1.91614e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -19162080.000000 Penalty: 6091.628906
	Iteration 16Q: 3 clusters Score -1.916208e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202349 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -19162424.000000 Penalty: 6091.628906
	Iteration 17Q: 3 clusters Score -1.916242e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203470 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -19162896.000000 Penalty: 6091.628906
	Iteration 18Q: 3 clusters Score -1.91629e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204576 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -19163254.000000 Penalty: 6091.628906
	Iteration 19Q: 3 clusters Score -1.916325e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205658 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -19163766.000000 Penalty: 6091.628906
	Iteration 20F: 3 clusters Score -1.916377e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206605 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -19164096.000000 Penalty: 6091.628906
	Iteration 21Q: 3 clusters Score -1.91641e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207454 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -19164432.000000 Penalty: 6091.628906
	Iteration 22Q: 3 clusters Score -1.916443e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208218 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -19164688.000000 Penalty: 6091.628906
	Iteration 23Q: 3 clusters Score -1.916469e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208900 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -19164844.000000 Penalty: 6091.628906
	Iteration 24Q: 3 clusters Score -1.916484e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209493 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -19165076.000000 Penalty: 6091.628906
	Iteration 25Q: 3 clusters Score -1.916508e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210036 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -19165236.000000 Penalty: 6091.628906
	Iteration 26Q: 3 clusters Score -1.916524e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210462 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -19165360.000000 Penalty: 6091.628906
	Iteration 27Q: 3 clusters Score -1.916536e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210814 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -19165434.000000 Penalty: 6091.628906
	Iteration 28Q: 3 clusters Score -1.916543e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211141 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -19165586.000000 Penalty: 6091.628906
	Iteration 29Q: 3 clusters Score -1.916559e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211429 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -19165668.000000 Penalty: 6091.628906
	Iteration 30Q: 3 clusters Score -1.916567e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211704 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -19165728.000000 Penalty: 6091.628906
	Iteration 31Q: 3 clusters Score -1.916573e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211948 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -19165852.000000 Penalty: 6091.628906
	Iteration 32Q: 3 clusters Score -1.916585e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212147 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -19165884.000000 Penalty: 6091.628906
	Iteration 33Q: 3 clusters Score -1.916588e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212309 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -19165872.000000 Penalty: 6091.628906
	Iteration 34Q: 3 clusters Score -1.916587e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212461 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -19165904.000000 Penalty: 6091.628906
	Iteration 35Q: 3 clusters Score -1.91659e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212586 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -19165958.000000 Penalty: 6091.628906
	Iteration 36Q: 3 clusters Score -1.916596e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212704 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -19165990.000000 Penalty: 6091.628906
	Iteration 37Q: 3 clusters Score -1.916599e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212792 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -19166022.000000 Penalty: 6091.628906
	Iteration 38Q: 3 clusters Score -1.916602e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212869 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19166028.000000 Penalty: 6091.628906
	Iteration 39Q: 3 clusters Score -1.916603e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212956 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -19166016.000000 Penalty: 6091.628906
	Iteration 40F: 3 clusters Score -1.916602e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213034 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -19166022.000000 Penalty: 6091.628906
	Iteration 41Q: 3 clusters Score -1.916602e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213111 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -19166056.000000 Penalty: 6091.628906
	Iteration 42Q: 3 clusters Score -1.916606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213186 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -19166070.000000 Penalty: 6091.628906
	Iteration 43Q: 3 clusters Score -1.916607e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213258 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19166148.000000 Penalty: 6091.628906
	Iteration 44Q: 3 clusters Score -1.916615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213315 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19166176.000000 Penalty: 6091.628906
	Iteration 45Q: 3 clusters Score -1.916618e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213373 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -19166166.000000 Penalty: 6091.628906
	Iteration 46Q: 3 clusters Score -1.916617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213427 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -19166180.000000 Penalty: 6091.628906
	Iteration 47Q: 3 clusters Score -1.916618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213473 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -19166168.000000 Penalty: 6091.628906
	Iteration 48Q: 3 clusters Score -1.916617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213525 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19166194.000000 Penalty: 6091.628906
	Iteration 49Q: 3 clusters Score -1.916619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213566 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19166220.000000 Penalty: 6091.628906
	Iteration 50Q: 3 clusters Score -1.916622e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213611 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19166244.000000 Penalty: 6091.628906
	Iteration 51Q: 3 clusters Score -1.916624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213661 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19166242.000000 Penalty: 6091.628906
	Iteration 52Q: 3 clusters Score -1.916624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213702 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -19166222.000000 Penalty: 6091.628906
	Iteration 53Q: 3 clusters Score -1.916622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213733 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19166250.000000 Penalty: 6091.628906
	Iteration 54Q: 3 clusters Score -1.916625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213770 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -19166248.000000 Penalty: 6091.628906
	Iteration 55Q: 3 clusters Score -1.916625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213815 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -19166292.000000 Penalty: 6091.628906
	Iteration 56Q: 3 clusters Score -1.916629e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213861 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -19166296.000000 Penalty: 6091.628906
	Iteration 57Q: 3 clusters Score -1.91663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213893 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19166324.000000 Penalty: 6091.628906
	Iteration 58Q: 3 clusters Score -1.916632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213926 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -19166304.000000 Penalty: 6091.628906
	Iteration 59Q: 3 clusters Score -1.91663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213950 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -19166320.000000 Penalty: 6091.628906
	Iteration 60F: 3 clusters Score -1.916632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213975 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -19166310.000000 Penalty: 6091.628906
	Iteration 61Q: 3 clusters Score -1.916631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213998 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19166346.000000 Penalty: 6091.628906
	Iteration 62Q: 3 clusters Score -1.916635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214024 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19166342.000000 Penalty: 6091.628906
	Iteration 63Q: 3 clusters Score -1.916634e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214043 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19166380.000000 Penalty: 6091.628906
	Iteration 64Q: 3 clusters Score -1.916638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214057 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -19166362.000000 Penalty: 6091.628906
	Iteration 65Q: 3 clusters Score -1.916636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214076 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -19166338.000000 Penalty: 6091.628906
	Iteration 66Q: 3 clusters Score -1.916634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214091 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19166348.000000 Penalty: 6091.628906
	Iteration 67Q: 3 clusters Score -1.916635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214110 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19166378.000000 Penalty: 6091.628906
	Iteration 68Q: 3 clusters Score -1.916638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19166378.000000 Penalty: 6091.628906
	Iteration 69Q: 3 clusters Score -1.916638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214142 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19166396.000000 Penalty: 6091.628906
	Iteration 70Q: 3 clusters Score -1.91664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214157 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -19166400.000000 Penalty: 6091.628906
	Iteration 71Q: 3 clusters Score -1.91664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214167 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -19166390.000000 Penalty: 6091.628906
	Iteration 72Q: 3 clusters Score -1.916639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214173 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19166400.000000 Penalty: 6091.628906
	Iteration 73Q: 3 clusters Score -1.91664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214176 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -19166382.000000 Penalty: 6091.628906
	Iteration 74Q: 3 clusters Score -1.916638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214181 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -19166382.000000 Penalty: 6091.628906
	Iteration 75Q: 3 clusters Score -1.916638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214185 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -19166384.000000 Penalty: 6091.628906
	Iteration 76Q: 3 clusters Score -1.916638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214188 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19166380.000000 Penalty: 6091.628906
	Iteration 77Q: 3 clusters Score -1.916638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214191 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19166386.000000 Penalty: 6091.628906
	Iteration 78Q: 3 clusters Score -1.916639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214194 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -19166372.000000 Penalty: 6091.628906
	Iteration 79Q: 3 clusters Score -1.916637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214200 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19166386.000000 Penalty: 6091.628906
	Iteration 80F: 3 clusters Score -1.916639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214206 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19166384.000000 Penalty: 6091.628906
	Iteration 81Q: 3 clusters Score -1.916638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214212 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -19166386.000000 Penalty: 6091.628906
	Iteration 82Q: 3 clusters Score -1.916639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214213 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -19166384.000000 Penalty: 6091.628906
	Iteration 83Q: 3 clusters Score -1.916638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214216 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -19166368.000000 Penalty: 6091.628906
	Iteration 84Q: 3 clusters Score -1.916637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214221 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19166366.000000 Penalty: 6091.628906
	Iteration 85Q: 3 clusters Score -1.916637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214227 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -19166370.000000 Penalty: 6091.628906
	Iteration 86Q: 3 clusters Score -1.916637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214238 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -19166386.000000 Penalty: 6091.628906
	Iteration 87Q: 3 clusters Score -1.916639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214244 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -19166392.000000 Penalty: 6091.628906
	Iteration 88Q: 3 clusters Score -1.916639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214251 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19166374.000000 Penalty: 6091.628906
	Iteration 89Q: 3 clusters Score -1.916637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214257 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -19166406.000000 Penalty: 6091.628906
	Iteration 90Q: 3 clusters Score -1.916641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214263 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19166434.000000 Penalty: 6091.628906
	Iteration 91Q: 3 clusters Score -1.916643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214269 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19166434.000000 Penalty: 6091.628906
	Iteration 92Q: 3 clusters Score -1.916643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214272 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -19166446.000000 Penalty: 6091.628906
	Iteration 93Q: 3 clusters Score -1.916645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214274 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19166430.000000 Penalty: 6091.628906
	Iteration 94Q: 3 clusters Score -1.916643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214277 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19166436.000000 Penalty: 6091.628906
	Iteration 95Q: 3 clusters Score -1.916644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214277 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19166434.000000 Penalty: 6091.628906
	Iteration 96Q: 3 clusters Score -1.916643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214279 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -19166444.000000 Penalty: 6091.628906
	Iteration 97Q: 3 clusters Score -1.916644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214280 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -19166434.000000 Penalty: 6091.628906
	Iteration 98Q: 3 clusters Score -1.916643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214281 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -19166438.000000 Penalty: 6091.628906
	Iteration 99Q: 3 clusters Score -1.916644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214283 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -19166432.000000 Penalty: 6091.628906
	Iteration 100F: 3 clusters Score -1.916643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Entering Unmasked Estep 
Score: -1119611.375000 Penalty: 2369.866699
	Iteration 0F: 2 clusters Score -1119611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1109345.250000 Penalty: 4739.733398
	Iteration 0F: 3 clusters Score -1109345 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1114807.000000 Penalty: 4739.733398
	Iteration 1F: 3 clusters Score -1114807 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1117226.250000 Penalty: 4739.733398
	Iteration 2F: 3 clusters Score -1117226 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1119159.000000 Penalty: 4739.733398
	Iteration 3F: 3 clusters Score -1119159 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1120854.750000 Penalty: 4739.733398
	Iteration 4F: 3 clusters Score -1120855 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1122116.625000 Penalty: 4739.733398
	Iteration 5F: 3 clusters Score -1122117 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1122826.875000 Penalty: 4739.733398
	Iteration 6Q: 3 clusters Score -1122827 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1123149.750000 Penalty: 4739.733398
	Iteration 7Q: 3 clusters Score -1123150 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1123324.875000 Penalty: 4739.733398
	Iteration 8Q: 3 clusters Score -1123325 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1123427.500000 Penalty: 4739.733398
	Iteration 9Q: 3 clusters Score -1123428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1123458.750000 Penalty: 4739.733398
	Iteration 10Q: 3 clusters Score -1123459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1123483.000000 Penalty: 4739.733398
	Iteration 11Q: 3 clusters Score -1123483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1123510.875000 Penalty: 4739.733398
	Iteration 12Q: 3 clusters Score -1123511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1123566.375000 Penalty: 4739.733398
	Iteration 13Q: 3 clusters Score -1123566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1123616.875000 Penalty: 4739.733398
	Iteration 14Q: 3 clusters Score -1123617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1123643.750000 Penalty: 4739.733398
	Iteration 15Q: 3 clusters Score -1123644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1123672.250000 Penalty: 4739.733398
	Iteration 16Q: 3 clusters Score -1123672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1123705.750000 Penalty: 4739.733398
	Iteration 17Q: 3 clusters Score -1123706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1123725.875000 Penalty: 4739.733398
	Iteration 18Q: 3 clusters Score -1123726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1123742.750000 Penalty: 4739.733398
	Iteration 19Q: 3 clusters Score -1123743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1123748.625000 Penalty: 4739.733398
	Iteration 20F: 3 clusters Score -1123749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1123751.625000 Penalty: 4739.733398
	Iteration 21Q: 3 clusters Score -1123752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1123751.250000 Penalty: 4739.733398
	Iteration 22Q: 3 clusters Score -1123751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1123754.125000 Penalty: 4739.733398
	Iteration 23Q: 3 clusters Score -1123754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1123755.000000 Penalty: 4739.733398
	Iteration 24Q: 3 clusters Score -1123755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1123754.750000 Penalty: 4739.733398
	Iteration 25Q: 3 clusters Score -1123755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1123757.125000 Penalty: 4739.733398
	Iteration 26Q: 3 clusters Score -1123757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1123757.500000 Penalty: 4739.733398
	Iteration 27Q: 3 clusters Score -1123758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1123757.500000 Penalty: 4739.733398
	Iteration 28F: 3 clusters Score -1123758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 40900 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Entering Unmasked Estep 
Score: -112891864.000000 Penalty: 87427.757812
Splitting cluster 9 changes total score from -112880552.000000 to -112891864.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (40900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Entering Unmasked Estep 
Score: -3493021.750000 Penalty: 2633.483398
	Iteration 0F: 2 clusters Score -3493022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3465285.000000 Penalty: 5266.966797
	Iteration 0F: 3 clusters Score -3465285 nChanged 18714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3475711.250000 Penalty: 5266.966797
	Iteration 1F: 3 clusters Score -3475711 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3476740.750000 Penalty: 5266.966797
	Iteration 2F: 3 clusters Score -3476741 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3478354.500000 Penalty: 5266.966797
	Iteration 3F: 3 clusters Score -3478354 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3480861.000000 Penalty: 5266.966797
	Iteration 4F: 3 clusters Score -3480861 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3484492.000000 Penalty: 5266.966797
	Iteration 5F: 3 clusters Score -3484492 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3488259.500000 Penalty: 5266.966797
	Iteration 6F: 3 clusters Score -3488260 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3490819.500000 Penalty: 5266.966797
	Iteration 7F: 3 clusters Score -3490820 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3492348.250000 Penalty: 5266.966797
	Iteration 8F: 3 clusters Score -3492348 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3493187.000000 Penalty: 5266.966797
	Iteration 9Q: 3 clusters Score -3493187 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3493731.750000 Penalty: 5266.966797
	Iteration 10Q: 3 clusters Score -3493732 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3494121.250000 Penalty: 5266.966797
	Iteration 11Q: 3 clusters Score -3494121 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3494478.000000 Penalty: 5266.966797
	Iteration 12Q: 3 clusters Score -3494478 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3494804.750000 Penalty: 5266.966797
	Iteration 13Q: 3 clusters Score -3494805 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3495115.000000 Penalty: 5266.966797
	Iteration 14Q: 3 clusters Score -3495115 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3495454.750000 Penalty: 5266.966797
	Iteration 15Q: 3 clusters Score -3495455 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3495888.500000 Penalty: 5266.966797
	Iteration 16Q: 3 clusters Score -3495888 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3496364.500000 Penalty: 5266.966797
	Iteration 17Q: 3 clusters Score -3496364 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3497000.500000 Penalty: 5266.966797
	Iteration 18Q: 3 clusters Score -3497000 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3497802.250000 Penalty: 5266.966797
	Iteration 19Q: 3 clusters Score -3497802 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3498764.750000 Penalty: 5266.966797
	Iteration 20F: 3 clusters Score -3498765 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3499854.250000 Penalty: 5266.966797
	Iteration 21Q: 3 clusters Score -3499854 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3501002.750000 Penalty: 5266.966797
	Iteration 22Q: 3 clusters Score -3501003 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3501981.000000 Penalty: 5266.966797
	Iteration 23Q: 3 clusters Score -3501981 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3502652.000000 Penalty: 5266.966797
	Iteration 24Q: 3 clusters Score -3502652 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3503017.250000 Penalty: 5266.966797
	Iteration 25Q: 3 clusters Score -3503017 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3503187.250000 Penalty: 5266.966797
	Iteration 26Q: 3 clusters Score -3503187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3503264.500000 Penalty: 5266.966797
	Iteration 27Q: 3 clusters Score -3503264 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3503304.750000 Penalty: 5266.966797
	Iteration 28Q: 3 clusters Score -3503305 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3503335.750000 Penalty: 5266.966797
	Iteration 29Q: 3 clusters Score -3503336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -3503350.750000 Penalty: 5266.966797
	Iteration 30Q: 3 clusters Score -3503351 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -3503369.750000 Penalty: 5266.966797
	Iteration 31Q: 3 clusters Score -3503370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3503379.500000 Penalty: 5266.966797
	Iteration 32Q: 3 clusters Score -3503380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3503377.000000 Penalty: 5266.966797
	Iteration 33Q: 3 clusters Score -3503377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -3503381.250000 Penalty: 5266.966797
	Iteration 34Q: 3 clusters Score -3503381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3503392.000000 Penalty: 5266.966797
	Iteration 35Q: 3 clusters Score -3503392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -3503392.250000 Penalty: 5266.966797
	Iteration 36Q: 3 clusters Score -3503392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -3503408.250000 Penalty: 5266.966797
	Iteration 37Q: 3 clusters Score -3503408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -3503400.750000 Penalty: 5266.966797
	Iteration 38Q: 3 clusters Score -3503401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3503407.500000 Penalty: 5266.966797
	Iteration 39Q: 3 clusters Score -3503408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -3503413.000000 Penalty: 5266.966797
	Iteration 40F: 3 clusters Score -3503413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -3503405.500000 Penalty: 5266.966797
	Iteration 41Q: 3 clusters Score -3503406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3503406.000000 Penalty: 5266.966797
	Iteration 42Q: 3 clusters Score -3503406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3503405.250000 Penalty: 5266.966797
	Iteration 43Q: 3 clusters Score -3503405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3503402.250000 Penalty: 5266.966797
	Iteration 44Q: 3 clusters Score -3503402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3503405.750000 Penalty: 5266.966797
	Iteration 45Q: 3 clusters Score -3503406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3503404.750000 Penalty: 5266.966797
	Iteration 46Q: 3 clusters Score -3503405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3503402.500000 Penalty: 5266.966797
	Iteration 47Q: 3 clusters Score -3503402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3503407.250000 Penalty: 5266.966797
	Iteration 48Q: 3 clusters Score -3503407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3503408.000000 Penalty: 5266.966797
	Iteration 49Q: 3 clusters Score -3503408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -3503407.750000 Penalty: 5266.966797
	Iteration 50Q: 3 clusters Score -3503408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -3503405.500000 Penalty: 5266.966797
	Iteration 51Q: 3 clusters Score -3503406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -3503412.000000 Penalty: 5266.966797
	Iteration 52Q: 3 clusters Score -3503412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -3503411.000000 Penalty: 5266.966797
	Iteration 53Q: 3 clusters Score -3503411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3503410.750000 Penalty: 5266.966797
	Iteration 54Q: 3 clusters Score -3503411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -3503410.000000 Penalty: 5266.966797
	Iteration 55Q: 3 clusters Score -3503410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -3503410.000000 Penalty: 5266.966797
	Iteration 56F: 3 clusters Score -3503410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 31422 members 
Entering Unmasked Estep 
Score: -112901936.000000 Penalty: 90924.867188
Splitting cluster 10 changes total score from -112880552.000000 to -112901936.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -829976.375000 Penalty: 2286.337158
	Iteration 0F: 2 clusters Score -829976.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -822190.750000 Penalty: 4572.674316
	Iteration 0F: 3 clusters Score -822190.8 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -824547.250000 Penalty: 4572.674316
	Iteration 1F: 3 clusters Score -824547.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -824938.000000 Penalty: 4572.674316
	Iteration 2F: 3 clusters Score -824938 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -825299.437500 Penalty: 4572.674316
	Iteration 3F: 3 clusters Score -825299.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -825696.187500 Penalty: 4572.674316
	Iteration 4F: 3 clusters Score -825696.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -826170.562500 Penalty: 4572.674316
	Iteration 5F: 3 clusters Score -826170.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -826684.812500 Penalty: 4572.674316
	Iteration 6F: 3 clusters Score -826684.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -827227.062500 Penalty: 4572.674316
	Iteration 7F: 3 clusters Score -827227.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -827776.625000 Penalty: 4572.674316
	Iteration 8F: 3 clusters Score -827776.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -828386.125000 Penalty: 4572.674316
	Iteration 9F: 3 clusters Score -828386.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -829172.687500 Penalty: 4572.674316
	Iteration 10F: 3 clusters Score -829172.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -830474.812500 Penalty: 4572.674316
	Iteration 11F: 3 clusters Score -830474.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -831717.062500 Penalty: 4572.674316
	Iteration 12Q: 3 clusters Score -831717.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -831995.750000 Penalty: 4572.674316
	Iteration 13Q: 3 clusters Score -831995.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -832044.687500 Penalty: 4572.674316
	Iteration 14Q: 3 clusters Score -832044.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -832068.812500 Penalty: 4572.674316
	Iteration 15Q: 3 clusters Score -832068.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -832076.500000 Penalty: 4572.674316
	Iteration 16Q: 3 clusters Score -832076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -832078.437500 Penalty: 4572.674316
	Iteration 17Q: 3 clusters Score -832078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -832080.250000 Penalty: 4572.674316
	Iteration 18Q: 3 clusters Score -832080.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -832081.187500 Penalty: 4572.674316
	Iteration 19Q: 3 clusters Score -832081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -832082.625000 Penalty: 4572.674316
	Iteration 20F: 3 clusters Score -832082.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 31422 members 
Mstep: Class 27 contains 5990 members 
Entering Unmasked Estep 
Score: -112902472.000000 Penalty: 94421.976562
Splitting cluster 11 changes total score from -112880552.000000 to -112902472.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (16555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Entering Unmasked Estep 
Score: -1460371.750000 Penalty: 2409.181885
	Iteration 0F: 2 clusters Score -1460372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1448472.625000 Penalty: 4818.363770
	Iteration 0F: 3 clusters Score -1448473 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1452357.125000 Penalty: 4818.363770
	Iteration 1F: 3 clusters Score -1452357 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1452669.875000 Penalty: 4818.363770
	Iteration 2F: 3 clusters Score -1452670 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1452919.750000 Penalty: 4818.363770
	Iteration 3Q: 3 clusters Score -1452920 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1453097.625000 Penalty: 4818.363770
	Iteration 4Q: 3 clusters Score -1453098 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1453223.125000 Penalty: 4818.363770
	Iteration 5Q: 3 clusters Score -1453223 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1453334.875000 Penalty: 4818.363770
	Iteration 6Q: 3 clusters Score -1453335 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1453435.750000 Penalty: 4818.363770
	Iteration 7Q: 3 clusters Score -1453436 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1453516.000000 Penalty: 4818.363770
	Iteration 8Q: 3 clusters Score -1453516 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1453620.750000 Penalty: 4818.363770
	Iteration 9Q: 3 clusters Score -1453621 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1453752.125000 Penalty: 4818.363770
	Iteration 10Q: 3 clusters Score -1453752 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1453912.750000 Penalty: 4818.363770
	Iteration 11Q: 3 clusters Score -1453913 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1454107.875000 Penalty: 4818.363770
	Iteration 12Q: 3 clusters Score -1454108 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1454378.625000 Penalty: 4818.363770
	Iteration 13Q: 3 clusters Score -1454379 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1454720.125000 Penalty: 4818.363770
	Iteration 14Q: 3 clusters Score -1454720 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1455147.250000 Penalty: 4818.363770
	Iteration 15Q: 3 clusters Score -1455147 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1455644.375000 Penalty: 4818.363770
	Iteration 16Q: 3 clusters Score -1455644 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1456191.375000 Penalty: 4818.363770
	Iteration 17Q: 3 clusters Score -1456191 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1456661.375000 Penalty: 4818.363770
	Iteration 18Q: 3 clusters Score -1456661 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1457050.625000 Penalty: 4818.363770
	Iteration 19Q: 3 clusters Score -1457051 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1457313.000000 Penalty: 4818.363770
	Iteration 20F: 3 clusters Score -1457313 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1457463.000000 Penalty: 4818.363770
	Iteration 21Q: 3 clusters Score -1457463 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1457582.875000 Penalty: 4818.363770
	Iteration 22Q: 3 clusters Score -1457583 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1457677.500000 Penalty: 4818.363770
	Iteration 23Q: 3 clusters Score -1457678 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1457744.625000 Penalty: 4818.363770
	Iteration 24Q: 3 clusters Score -1457745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1457812.625000 Penalty: 4818.363770
	Iteration 25Q: 3 clusters Score -1457813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1457870.000000 Penalty: 4818.363770
	Iteration 26Q: 3 clusters Score -1457870 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1457931.125000 Penalty: 4818.363770
	Iteration 27Q: 3 clusters Score -1457931 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1457980.500000 Penalty: 4818.363770
	Iteration 28Q: 3 clusters Score -1457980 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1458022.375000 Penalty: 4818.363770
	Iteration 29Q: 3 clusters Score -1458022 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1458058.125000 Penalty: 4818.363770
	Iteration 30Q: 3 clusters Score -1458058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1458083.250000 Penalty: 4818.363770
	Iteration 31Q: 3 clusters Score -1458083 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1458123.125000 Penalty: 4818.363770
	Iteration 32Q: 3 clusters Score -1458123 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1458164.250000 Penalty: 4818.363770
	Iteration 33Q: 3 clusters Score -1458164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1458202.625000 Penalty: 4818.363770
	Iteration 34Q: 3 clusters Score -1458203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1458242.250000 Penalty: 4818.363770
	Iteration 35Q: 3 clusters Score -1458242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1458290.500000 Penalty: 4818.363770
	Iteration 36Q: 3 clusters Score -1458290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1458337.500000 Penalty: 4818.363770
	Iteration 37Q: 3 clusters Score -1458338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1458376.875000 Penalty: 4818.363770
	Iteration 38Q: 3 clusters Score -1458377 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1458421.375000 Penalty: 4818.363770
	Iteration 39Q: 3 clusters Score -1458421 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1458458.375000 Penalty: 4818.363770
	Iteration 40F: 3 clusters Score -1458458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1458501.625000 Penalty: 4818.363770
	Iteration 41Q: 3 clusters Score -1458502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1458556.500000 Penalty: 4818.363770
	Iteration 42Q: 3 clusters Score -1458556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1458600.750000 Penalty: 4818.363770
	Iteration 43Q: 3 clusters Score -1458601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1458637.875000 Penalty: 4818.363770
	Iteration 44Q: 3 clusters Score -1458638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1458675.125000 Penalty: 4818.363770
	Iteration 45Q: 3 clusters Score -1458675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1458703.875000 Penalty: 4818.363770
	Iteration 46Q: 3 clusters Score -1458704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1458740.875000 Penalty: 4818.363770
	Iteration 47Q: 3 clusters Score -1458741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1458772.500000 Penalty: 4818.363770
	Iteration 48Q: 3 clusters Score -1458772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1458797.500000 Penalty: 4818.363770
	Iteration 49Q: 3 clusters Score -1458798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1458823.625000 Penalty: 4818.363770
	Iteration 50Q: 3 clusters Score -1458824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1458839.375000 Penalty: 4818.363770
	Iteration 51Q: 3 clusters Score -1458839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1458842.000000 Penalty: 4818.363770
	Iteration 52Q: 3 clusters Score -1458842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1458853.250000 Penalty: 4818.363770
	Iteration 53Q: 3 clusters Score -1458853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1458856.375000 Penalty: 4818.363770
	Iteration 54Q: 3 clusters Score -1458856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1458857.000000 Penalty: 4818.363770
	Iteration 55Q: 3 clusters Score -1458857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1458858.000000 Penalty: 4818.363770
	Iteration 56Q: 3 clusters Score -1458858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1458857.375000 Penalty: 4818.363770
	Iteration 57Q: 3 clusters Score -1458857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1458857.375000 Penalty: 4818.363770
	Iteration 58F: 3 clusters Score -1458857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Entering Unmasked Estep 
Score: -1621974.625000 Penalty: 2429.728760
	Iteration 0F: 2 clusters Score -1621975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1609200.875000 Penalty: 4859.457520
	Iteration 0F: 3 clusters Score -1609201 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1613254.625000 Penalty: 4859.457520
	Iteration 1F: 3 clusters Score -1613255 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1613667.000000 Penalty: 4859.457520
	Iteration 2F: 3 clusters Score -1613667 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1614159.125000 Penalty: 4859.457520
	Iteration 3F: 3 clusters Score -1614159 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1614817.875000 Penalty: 4859.457520
	Iteration 4F: 3 clusters Score -1614818 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1615884.375000 Penalty: 4859.457520
	Iteration 5F: 3 clusters Score -1615884 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1617199.625000 Penalty: 4859.457520
	Iteration 6F: 3 clusters Score -1617200 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1618524.625000 Penalty: 4859.457520
	Iteration 7F: 3 clusters Score -1618525 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1619698.375000 Penalty: 4859.457520
	Iteration 8F: 3 clusters Score -1619698 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1620637.375000 Penalty: 4859.457520
	Iteration 9F: 3 clusters Score -1620637 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1621249.375000 Penalty: 4859.457520
	Iteration 10Q: 3 clusters Score -1621249 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1621582.750000 Penalty: 4859.457520
	Iteration 11Q: 3 clusters Score -1621583 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1621774.875000 Penalty: 4859.457520
	Iteration 12Q: 3 clusters Score -1621775 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1621894.250000 Penalty: 4859.457520
	Iteration 13Q: 3 clusters Score -1621894 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1621994.750000 Penalty: 4859.457520
	Iteration 14Q: 3 clusters Score -1621995 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1622081.250000 Penalty: 4859.457520
	Iteration 15Q: 3 clusters Score -1622081 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1622169.375000 Penalty: 4859.457520
	Iteration 16Q: 3 clusters Score -1622169 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1622252.500000 Penalty: 4859.457520
	Iteration 17Q: 3 clusters Score -1622252 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1622322.250000 Penalty: 4859.457520
	Iteration 18Q: 3 clusters Score -1622322 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1622377.125000 Penalty: 4859.457520
	Iteration 19Q: 3 clusters Score -1622377 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1622429.375000 Penalty: 4859.457520
	Iteration 20F: 3 clusters Score -1622429 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1622467.250000 Penalty: 4859.457520
	Iteration 21Q: 3 clusters Score -1622467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1622501.125000 Penalty: 4859.457520
	Iteration 22Q: 3 clusters Score -1622501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1622530.375000 Penalty: 4859.457520
	Iteration 23Q: 3 clusters Score -1622530 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1622550.500000 Penalty: 4859.457520
	Iteration 24Q: 3 clusters Score -1622550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1622587.750000 Penalty: 4859.457520
	Iteration 25Q: 3 clusters Score -1622588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1622597.000000 Penalty: 4859.457520
	Iteration 26Q: 3 clusters Score -1622597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1622607.500000 Penalty: 4859.457520
	Iteration 27Q: 3 clusters Score -1622608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1622620.375000 Penalty: 4859.457520
	Iteration 28Q: 3 clusters Score -1622620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1622622.250000 Penalty: 4859.457520
	Iteration 29Q: 3 clusters Score -1622622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1622627.375000 Penalty: 4859.457520
	Iteration 30Q: 3 clusters Score -1622627 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1622634.500000 Penalty: 4859.457520
	Iteration 31Q: 3 clusters Score -1622634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1622637.125000 Penalty: 4859.457520
	Iteration 32Q: 3 clusters Score -1622637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1622641.875000 Penalty: 4859.457520
	Iteration 33Q: 3 clusters Score -1622642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1622639.750000 Penalty: 4859.457520
	Iteration 34Q: 3 clusters Score -1622640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1622639.000000 Penalty: 4859.457520
	Iteration 35Q: 3 clusters Score -1622639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1622639.750000 Penalty: 4859.457520
	Iteration 36Q: 3 clusters Score -1622640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1622637.875000 Penalty: 4859.457520
	Iteration 37Q: 3 clusters Score -1622638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1622637.375000 Penalty: 4859.457520
	Iteration 38Q: 3 clusters Score -1622637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1622635.875000 Penalty: 4859.457520
	Iteration 39Q: 3 clusters Score -1622636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1622635.875000 Penalty: 4859.457520
	Iteration 40F: 3 clusters Score -1622636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 31422 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 4175 members 
Entering Unmasked Estep 
Score: -112902136.000000 Penalty: 97919.085938
Splitting cluster 13 changes total score from -112880552.000000 to -112902136.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (25153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Entering Unmasked Estep 
Score: -2118343.750000 Penalty: 2512.917725
	Iteration 0F: 2 clusters Score -2118344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2100830.750000 Penalty: 5025.835449
	Iteration 0F: 3 clusters Score -2100831 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2107734.250000 Penalty: 5025.835449
	Iteration 1F: 3 clusters Score -2107734 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2110112.500000 Penalty: 5025.835449
	Iteration 2F: 3 clusters Score -2110112 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2113393.750000 Penalty: 5025.835449
	Iteration 3F: 3 clusters Score -2113394 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2116451.250000 Penalty: 5025.835449
	Iteration 4F: 3 clusters Score -2116451 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2118633.250000 Penalty: 5025.835449
	Iteration 5F: 3 clusters Score -2118633 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2119928.750000 Penalty: 5025.835449
	Iteration 6F: 3 clusters Score -2119929 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2120808.250000 Penalty: 5025.835449
	Iteration 7Q: 3 clusters Score -2120808 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2121444.500000 Penalty: 5025.835449
	Iteration 8Q: 3 clusters Score -2121444 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2121878.500000 Penalty: 5025.835449
	Iteration 9Q: 3 clusters Score -2121878 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2122149.750000 Penalty: 5025.835449
	Iteration 10Q: 3 clusters Score -2122150 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2122316.000000 Penalty: 5025.835449
	Iteration 11Q: 3 clusters Score -2122316 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2122435.000000 Penalty: 5025.835449
	Iteration 12Q: 3 clusters Score -2122435 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2122506.250000 Penalty: 5025.835449
	Iteration 13Q: 3 clusters Score -2122506 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2122599.000000 Penalty: 5025.835449
	Iteration 14Q: 3 clusters Score -2122599 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2122703.250000 Penalty: 5025.835449
	Iteration 15Q: 3 clusters Score -2122703 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2122809.750000 Penalty: 5025.835449
	Iteration 16Q: 3 clusters Score -2122810 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2122999.250000 Penalty: 5025.835449
	Iteration 17Q: 3 clusters Score -2122999 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2123255.000000 Penalty: 5025.835449
	Iteration 18Q: 3 clusters Score -2123255 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2123561.000000 Penalty: 5025.835449
	Iteration 19Q: 3 clusters Score -2123561 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2123834.000000 Penalty: 5025.835449
	Iteration 20F: 3 clusters Score -2123834 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2123997.750000 Penalty: 5025.835449
	Iteration 21Q: 3 clusters Score -2123998 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2124103.250000 Penalty: 5025.835449
	Iteration 22Q: 3 clusters Score -2124103 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2124158.250000 Penalty: 5025.835449
	Iteration 23Q: 3 clusters Score -2124158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2124193.000000 Penalty: 5025.835449
	Iteration 24Q: 3 clusters Score -2124193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2124205.000000 Penalty: 5025.835449
	Iteration 25Q: 3 clusters Score -2124205 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2124219.250000 Penalty: 5025.835449
	Iteration 26Q: 3 clusters Score -2124219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2124228.500000 Penalty: 5025.835449
	Iteration 27Q: 3 clusters Score -2124228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2124231.750000 Penalty: 5025.835449
	Iteration 28Q: 3 clusters Score -2124232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2124249.750000 Penalty: 5025.835449
	Iteration 29Q: 3 clusters Score -2124250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2124239.250000 Penalty: 5025.835449
	Iteration 30Q: 3 clusters Score -2124239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2124252.000000 Penalty: 5025.835449
	Iteration 31Q: 3 clusters Score -2124252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2124259.500000 Penalty: 5025.835449
	Iteration 32Q: 3 clusters Score -2124260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2124257.000000 Penalty: 5025.835449
	Iteration 33Q: 3 clusters Score -2124257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2124258.250000 Penalty: 5025.835449
	Iteration 34Q: 3 clusters Score -2124258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2124256.500000 Penalty: 5025.835449
	Iteration 35Q: 3 clusters Score -2124256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2124254.250000 Penalty: 5025.835449
	Iteration 36Q: 3 clusters Score -2124254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2124256.000000 Penalty: 5025.835449
	Iteration 37Q: 3 clusters Score -2124256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2124255.250000 Penalty: 5025.835449
	Iteration 38Q: 3 clusters Score -2124255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2124256.000000 Penalty: 5025.835449
	Iteration 39Q: 3 clusters Score -2124256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2124256.250000 Penalty: 5025.835449
	Iteration 40F: 3 clusters Score -2124256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2124257.000000 Penalty: 5025.835449
	Iteration 41Q: 3 clusters Score -2124257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2124254.750000 Penalty: 5025.835449
	Iteration 42Q: 3 clusters Score -2124255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2124255.250000 Penalty: 5025.835449
	Iteration 43Q: 3 clusters Score -2124255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2124255.250000 Penalty: 5025.835449
	Iteration 44F: 3 clusters Score -2124255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 13545 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 31422 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 15997 members 
Entering Unmasked Estep 
Score: -112907600.000000 Penalty: 101416.195312
Splitting cluster 15 changes total score from -112880552.000000 to -112907600.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (46820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Entering Unmasked Estep 
Score: -3706374.250000 Penalty: 2667.008301
	Iteration 0F: 2 clusters Score -3706374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3675069.500000 Penalty: 5334.016602
	Iteration 0F: 3 clusters Score -3675070 nChanged 21543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3688240.500000 Penalty: 5334.016602
	Iteration 1F: 3 clusters Score -3688240 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3690469.500000 Penalty: 5334.016602
	Iteration 2F: 3 clusters Score -3690470 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3693065.500000 Penalty: 5334.016602
	Iteration 3F: 3 clusters Score -3693066 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3695426.000000 Penalty: 5334.016602
	Iteration 4F: 3 clusters Score -3695426 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3697164.500000 Penalty: 5334.016602
	Iteration 5F: 3 clusters Score -3697164 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3698326.000000 Penalty: 5334.016602
	Iteration 6F: 3 clusters Score -3698326 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3699112.250000 Penalty: 5334.016602
	Iteration 7Q: 3 clusters Score -3699112 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3699639.250000 Penalty: 5334.016602
	Iteration 8Q: 3 clusters Score -3699639 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3700010.750000 Penalty: 5334.016602
	Iteration 9Q: 3 clusters Score -3700011 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3700358.750000 Penalty: 5334.016602
	Iteration 10Q: 3 clusters Score -3700359 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3700682.000000 Penalty: 5334.016602
	Iteration 11Q: 3 clusters Score -3700682 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3701035.750000 Penalty: 5334.016602
	Iteration 12Q: 3 clusters Score -3701036 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3701379.000000 Penalty: 5334.016602
	Iteration 13Q: 3 clusters Score -3701379 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3701755.500000 Penalty: 5334.016602
	Iteration 14Q: 3 clusters Score -3701756 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3702164.750000 Penalty: 5334.016602
	Iteration 15Q: 3 clusters Score -3702165 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3702575.750000 Penalty: 5334.016602
	Iteration 16Q: 3 clusters Score -3702576 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3703034.250000 Penalty: 5334.016602
	Iteration 17Q: 3 clusters Score -3703034 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3703486.000000 Penalty: 5334.016602
	Iteration 18Q: 3 clusters Score -3703486 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3703840.750000 Penalty: 5334.016602
	Iteration 19Q: 3 clusters Score -3703841 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3704095.500000 Penalty: 5334.016602
	Iteration 20F: 3 clusters Score -3704096 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3704353.500000 Penalty: 5334.016602
	Iteration 21Q: 3 clusters Score -3704354 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3704603.750000 Penalty: 5334.016602
	Iteration 22Q: 3 clusters Score -3704604 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3704802.000000 Penalty: 5334.016602
	Iteration 23Q: 3 clusters Score -3704802 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3704959.500000 Penalty: 5334.016602
	Iteration 24Q: 3 clusters Score -3704960 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3705116.000000 Penalty: 5334.016602
	Iteration 25Q: 3 clusters Score -3705116 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3705280.000000 Penalty: 5334.016602
	Iteration 26Q: 3 clusters Score -3705280 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3705390.750000 Penalty: 5334.016602
	Iteration 27Q: 3 clusters Score -3705391 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3705484.750000 Penalty: 5334.016602
	Iteration 28Q: 3 clusters Score -3705485 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3705560.750000 Penalty: 5334.016602
	Iteration 29Q: 3 clusters Score -3705561 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3705638.500000 Penalty: 5334.016602
	Iteration 30Q: 3 clusters Score -3705638 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3705705.000000 Penalty: 5334.016602
	Iteration 31Q: 3 clusters Score -3705705 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3705751.250000 Penalty: 5334.016602
	Iteration 32Q: 3 clusters Score -3705751 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3705801.000000 Penalty: 5334.016602
	Iteration 33Q: 3 clusters Score -3705801 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3705844.250000 Penalty: 5334.016602
	Iteration 34Q: 3 clusters Score -3705844 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3705878.250000 Penalty: 5334.016602
	Iteration 35Q: 3 clusters Score -3705878 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3705916.000000 Penalty: 5334.016602
	Iteration 36Q: 3 clusters Score -3705916 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3705923.000000 Penalty: 5334.016602
	Iteration 37Q: 3 clusters Score -3705923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3705942.250000 Penalty: 5334.016602
	Iteration 38Q: 3 clusters Score -3705942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3705962.500000 Penalty: 5334.016602
	Iteration 39Q: 3 clusters Score -3705962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3705976.000000 Penalty: 5334.016602
	Iteration 40F: 3 clusters Score -3705976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3705987.000000 Penalty: 5334.016602
	Iteration 41Q: 3 clusters Score -3705987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -3706000.750000 Penalty: 5334.016602
	Iteration 42Q: 3 clusters Score -3706001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3706013.500000 Penalty: 5334.016602
	Iteration 43Q: 3 clusters Score -3706014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3706032.750000 Penalty: 5334.016602
	Iteration 44Q: 3 clusters Score -3706033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3706039.500000 Penalty: 5334.016602
	Iteration 45Q: 3 clusters Score -3706040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3706035.250000 Penalty: 5334.016602
	Iteration 46Q: 3 clusters Score -3706035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -3706042.000000 Penalty: 5334.016602
	Iteration 47Q: 3 clusters Score -3706042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3706048.000000 Penalty: 5334.016602
	Iteration 48Q: 3 clusters Score -3706048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3706045.000000 Penalty: 5334.016602
	Iteration 49Q: 3 clusters Score -3706045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3706055.000000 Penalty: 5334.016602
	Iteration 50Q: 3 clusters Score -3706055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3706054.750000 Penalty: 5334.016602
	Iteration 51Q: 3 clusters Score -3706055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3706050.250000 Penalty: 5334.016602
	Iteration 52Q: 3 clusters Score -3706050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3706048.250000 Penalty: 5334.016602
	Iteration 53Q: 3 clusters Score -3706048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3706054.000000 Penalty: 5334.016602
	Iteration 54Q: 3 clusters Score -3706054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3706055.750000 Penalty: 5334.016602
	Iteration 55Q: 3 clusters Score -3706056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3706051.000000 Penalty: 5334.016602
	Iteration 56Q: 3 clusters Score -3706051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3706053.500000 Penalty: 5334.016602
	Iteration 57Q: 3 clusters Score -3706054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3706053.000000 Penalty: 5334.016602
	Iteration 58Q: 3 clusters Score -3706053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3706053.250000 Penalty: 5334.016602
	Iteration 59Q: 3 clusters Score -3706053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3706053.250000 Penalty: 5334.016602
	Iteration 60F: 3 clusters Score -3706053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3706052.500000 Penalty: 5334.016602
	Iteration 61Q: 3 clusters Score -3706052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3706048.250000 Penalty: 5334.016602
	Iteration 62Q: 3 clusters Score -3706048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3706046.500000 Penalty: 5334.016602
	Iteration 63Q: 3 clusters Score -3706046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3706048.000000 Penalty: 5334.016602
	Iteration 64Q: 3 clusters Score -3706048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3706050.750000 Penalty: 5334.016602
	Iteration 65Q: 3 clusters Score -3706051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3706052.500000 Penalty: 5334.016602
	Iteration 66Q: 3 clusters Score -3706052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3706055.750000 Penalty: 5334.016602
	Iteration 67Q: 3 clusters Score -3706056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3706061.000000 Penalty: 5334.016602
	Iteration 68Q: 3 clusters Score -3706061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3706064.500000 Penalty: 5334.016602
	Iteration 69Q: 3 clusters Score -3706064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3706064.000000 Penalty: 5334.016602
	Iteration 70Q: 3 clusters Score -3706064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3706068.250000 Penalty: 5334.016602
	Iteration 71Q: 3 clusters Score -3706068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3706075.500000 Penalty: 5334.016602
	Iteration 72Q: 3 clusters Score -3706076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3706072.750000 Penalty: 5334.016602
	Iteration 73Q: 3 clusters Score -3706073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3706075.500000 Penalty: 5334.016602
	Iteration 74Q: 3 clusters Score -3706076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3706077.500000 Penalty: 5334.016602
	Iteration 75Q: 3 clusters Score -3706078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3706076.250000 Penalty: 5334.016602
	Iteration 76Q: 3 clusters Score -3706076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -3706072.000000 Penalty: 5334.016602
	Iteration 77Q: 3 clusters Score -3706072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3706075.250000 Penalty: 5334.016602
	Iteration 78Q: 3 clusters Score -3706075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3706076.250000 Penalty: 5334.016602
	Iteration 79Q: 3 clusters Score -3706076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3706071.500000 Penalty: 5334.016602
	Iteration 80F: 3 clusters Score -3706072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3706071.500000 Penalty: 5334.016602
	Iteration 81Q: 3 clusters Score -3706072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3706076.500000 Penalty: 5334.016602
	Iteration 82Q: 3 clusters Score -3706076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3706075.500000 Penalty: 5334.016602
	Iteration 83Q: 3 clusters Score -3706076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3706078.500000 Penalty: 5334.016602
	Iteration 84Q: 3 clusters Score -3706078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3706074.750000 Penalty: 5334.016602
	Iteration 85Q: 3 clusters Score -3706075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -3706077.500000 Penalty: 5334.016602
	Iteration 86Q: 3 clusters Score -3706078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3706080.000000 Penalty: 5334.016602
	Iteration 87Q: 3 clusters Score -3706080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -3706075.500000 Penalty: 5334.016602
	Iteration 88Q: 3 clusters Score -3706076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3706075.000000 Penalty: 5334.016602
	Iteration 89Q: 3 clusters Score -3706075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -3706076.250000 Penalty: 5334.016602
	Iteration 90Q: 3 clusters Score -3706076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3706072.750000 Penalty: 5334.016602
	Iteration 91Q: 3 clusters Score -3706073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3706076.000000 Penalty: 5334.016602
	Iteration 92Q: 3 clusters Score -3706076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3706080.000000 Penalty: 5334.016602
	Iteration 93Q: 3 clusters Score -3706080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3706077.750000 Penalty: 5334.016602
	Iteration 94Q: 3 clusters Score -3706078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3706077.750000 Penalty: 5334.016602
	Iteration 95Q: 3 clusters Score -3706078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3706082.500000 Penalty: 5334.016602
	Iteration 96Q: 3 clusters Score -3706082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3706083.250000 Penalty: 5334.016602
	Iteration 97Q: 3 clusters Score -3706083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3706083.250000 Penalty: 5334.016602
	Iteration 98Q: 3 clusters Score -3706083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3706083.250000 Penalty: 5334.016602
	Iteration 99Q: 3 clusters Score -3706083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3706080.750000 Penalty: 5334.016602
	Iteration 100F: 3 clusters Score -3706081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3706081.500000 Penalty: 5334.016602
	Iteration 101Q: 3 clusters Score -3706082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3706079.250000 Penalty: 5334.016602
	Iteration 102Q: 3 clusters Score -3706079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3706080.500000 Penalty: 5334.016602
	Iteration 103Q: 3 clusters Score -3706080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3706084.000000 Penalty: 5334.016602
	Iteration 104Q: 3 clusters Score -3706084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3706086.750000 Penalty: 5334.016602
	Iteration 105Q: 3 clusters Score -3706087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3706092.250000 Penalty: 5334.016602
	Iteration 106Q: 3 clusters Score -3706092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3706090.250000 Penalty: 5334.016602
	Iteration 107Q: 3 clusters Score -3706090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3706087.500000 Penalty: 5334.016602
	Iteration 108Q: 3 clusters Score -3706088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3706088.250000 Penalty: 5334.016602
	Iteration 109Q: 3 clusters Score -3706088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3706084.750000 Penalty: 5334.016602
	Iteration 110Q: 3 clusters Score -3706085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3706081.500000 Penalty: 5334.016602
	Iteration 111Q: 3 clusters Score -3706082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3706084.750000 Penalty: 5334.016602
	Iteration 112Q: 3 clusters Score -3706085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3706083.250000 Penalty: 5334.016602
	Iteration 113Q: 3 clusters Score -3706083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3706084.750000 Penalty: 5334.016602
	Iteration 114Q: 3 clusters Score -3706085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3706086.500000 Penalty: 5334.016602
	Iteration 115Q: 3 clusters Score -3706086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3706083.000000 Penalty: 5334.016602
	Iteration 116Q: 3 clusters Score -3706083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3706083.750000 Penalty: 5334.016602
	Iteration 117Q: 3 clusters Score -3706084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3706081.500000 Penalty: 5334.016602
	Iteration 118Q: 3 clusters Score -3706082 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3706081.500000 Penalty: 5334.016602
	Iteration 119F: 3 clusters Score -3706082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (106783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106783 members 
Entering Unmasked Estep 
Score: -9353546.000000 Penalty: 2871.481445
	Iteration 0F: 2 clusters Score -9353546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -9281800.000000 Penalty: 5742.962891
	Iteration 0F: 3 clusters Score -9281800 nChanged 50804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -9310812.000000 Penalty: 5742.962891
	Iteration 1F: 3 clusters Score -9310812 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -9311639.000000 Penalty: 5742.962891
	Iteration 2Q: 3 clusters Score -9311639 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -9312727.000000 Penalty: 5742.962891
	Iteration 3Q: 3 clusters Score -9312727 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -9314584.000000 Penalty: 5742.962891
	Iteration 4Q: 3 clusters Score -9314584 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -9317177.000000 Penalty: 5742.962891
	Iteration 5Q: 3 clusters Score -9317177 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -9320445.000000 Penalty: 5742.962891
	Iteration 6F: 3 clusters Score -9320445 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -9323954.000000 Penalty: 5742.962891
	Iteration 7F: 3 clusters Score -9323954 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -9326977.000000 Penalty: 5742.962891
	Iteration 8F: 3 clusters Score -9326977 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -9329572.000000 Penalty: 5742.962891
	Iteration 9F: 3 clusters Score -9329572 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 66393 members 
Entering Unmasked Estep 
Score: -9331974.000000 Penalty: 5742.962891
	Iteration 10Q: 3 clusters Score -9331974 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -9334173.000000 Penalty: 5742.962891
	Iteration 11Q: 3 clusters Score -9334173 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -9335849.000000 Penalty: 5742.962891
	Iteration 12Q: 3 clusters Score -9335849 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -9336980.000000 Penalty: 5742.962891
	Iteration 13Q: 3 clusters Score -9336980 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -9337921.000000 Penalty: 5742.962891
	Iteration 14Q: 3 clusters Score -9337921 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -9338642.000000 Penalty: 5742.962891
	Iteration 15Q: 3 clusters Score -9338642 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -9339242.000000 Penalty: 5742.962891
	Iteration 16Q: 3 clusters Score -9339242 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -9339864.000000 Penalty: 5742.962891
	Iteration 17Q: 3 clusters Score -9339864 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -9340615.000000 Penalty: 5742.962891
	Iteration 18Q: 3 clusters Score -9340615 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -9341328.000000 Penalty: 5742.962891
	Iteration 19Q: 3 clusters Score -9341328 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -9342061.000000 Penalty: 5742.962891
	Iteration 20F: 3 clusters Score -9342061 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -9342764.000000 Penalty: 5742.962891
	Iteration 21Q: 3 clusters Score -9342764 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9343440 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -9344132.000000 Penalty: 5742.962891
	Iteration 23Q: 3 clusters Score -9344132 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9344877 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -9345700.000000 Penalty: 5742.962891
	Iteration 25Q: 3 clusters Score -9345700 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -9346486.000000 Penalty: 5742.962891
	Iteration 26Q: 3 clusters Score -9346486 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -9347295.000000 Penalty: 5742.962891
	Iteration 27Q: 3 clusters Score -9347295 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9348067 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -9348762.000000 Penalty: 5742.962891
	Iteration 29Q: 3 clusters Score -9348762 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -9349315.000000 Penalty: 5742.962891
	Iteration 30Q: 3 clusters Score -9349315 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 101755 members 
Entering Unmasked Estep 
Score: -9349823.000000 Penalty: 5742.962891
	Iteration 31Q: 3 clusters Score -9349823 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -9350181.000000 Penalty: 5742.962891
	Iteration 32Q: 3 clusters Score -9350181 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9350486 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 103606 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9350709 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9350880 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -9351006.000000 Penalty: 5742.962891
	Iteration 36Q: 3 clusters Score -9351006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 104441 members 
Entering Unmasked Estep 
Score: -9351080.000000 Penalty: 5742.962891
	Iteration 37Q: 3 clusters Score -9351080 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9351167 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9351199 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -9351236.000000 Penalty: 5742.962891
	Iteration 40F: 3 clusters Score -9351236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 104904 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9351264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 104975 members 
Entering Unmasked Estep 
Score: -9351293.000000 Penalty: 5742.962891
	Iteration 42Q: 3 clusters Score -9351293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -9351304.000000 Penalty: 5742.962891
	Iteration 43Q: 3 clusters Score -9351304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 105094 members 
Entering Unmasked Estep 
Score: -9351314.000000 Penalty: 5742.962891
	Iteration 44Q: 3 clusters Score -9351314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 105132 members 
Entering Unmasked Estep 
Score: -9351339.000000 Penalty: 5742.962891
	Iteration 45Q: 3 clusters Score -9351339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 105161 members 
Entering Unmasked Estep 
Score: -9351338.000000 Penalty: 5742.962891
	Iteration 46Q: 3 clusters Score -9351338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -9351346.000000 Penalty: 5742.962891
	Iteration 47Q: 3 clusters Score -9351346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9351362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9351365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9351379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9351369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -9351384.000000 Penalty: 5742.962891
	Iteration 52Q: 3 clusters Score -9351384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 105321 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9351389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -9351415.000000 Penalty: 5742.962891
	Iteration 54Q: 3 clusters Score -9351415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -9351416.000000 Penalty: 5742.962891
	Iteration 55Q: 3 clusters Score -9351416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -9351421.000000 Penalty: 5742.962891
	Iteration 56Q: 3 clusters Score -9351421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -9351422.000000 Penalty: 5742.962891
	Iteration 57Q: 3 clusters Score -9351422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9351422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -9351424.000000 Penalty: 5742.962891
	Iteration 59Q: 3 clusters Score -9351424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -9351427.000000 Penalty: 5742.962891
	Iteration 60F: 3 clusters Score -9351427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -9351441.000000 Penalty: 5742.962891
	Iteration 61Q: 3 clusters Score -9351441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -9351445.000000 Penalty: 5742.962891
	Iteration 62Q: 3 clusters Score -9351445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -9351442.000000 Penalty: 5742.962891
	Iteration 63Q: 3 clusters Score -9351442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -9351462.000000 Penalty: 5742.962891
	Iteration 64Q: 3 clusters Score -9351462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -9351463.000000 Penalty: 5742.962891
	Iteration 65Q: 3 clusters Score -9351463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -9351466.000000 Penalty: 5742.962891
	Iteration 66Q: 3 clusters Score -9351466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9351457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9351454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9351459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9351469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -9351474.000000 Penalty: 5742.962891
	Iteration 71Q: 3 clusters Score -9351474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 105509 members 
Entering Unmasked Estep 
Score: -9351480.000000 Penalty: 5742.962891
	Iteration 72Q: 3 clusters Score -9351480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9351485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -9351482.000000 Penalty: 5742.962891
	Iteration 74Q: 3 clusters Score -9351482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9351495 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9351497 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -9351519.000000 Penalty: 5742.962891
	Iteration 77Q: 3 clusters Score -9351519 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1218 members 
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Entering Unmasked Estep 
Score: -9351512.000000 Penalty: 5742.962891
	Iteration 78Q: 3 clusters Score -9351512 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1203 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9351530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 105586 members 
Entering Unmasked Estep 
Score: -9351532.000000 Penalty: 5742.962891
	Iteration 80F: 3 clusters Score -9351532 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9351539 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9351548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -9351542.000000 Penalty: 5742.962891
	Iteration 83Q: 3 clusters Score -9351542 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105614 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9351564 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9351549 nChanged 20
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Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -9351571.000000 Penalty: 5742.962891
	Iteration 86Q: 3 clusters Score -9351571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -9351555.000000 Penalty: 5742.962891
	Iteration 87Q: 3 clusters Score -9351555 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9351590 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -9351628.000000 Penalty: 5742.962891
	Iteration 89Q: 3 clusters Score -9351628 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -9351636.000000 Penalty: 5742.962891
	Iteration 90Q: 3 clusters Score -9351636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 105716 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9351643 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1054 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9351659 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9351685 nChanged 18
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9351686 nChanged 21
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9351704 nChanged 20
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9351721 nChanged 18
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Mstep: Class 1 contains 1059 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9351732 nChanged 12
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Mstep: Class 1 contains 1057 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9351729 nChanged 7
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Mstep: Class 1 contains 1058 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9351740 nChanged 6
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Mstep: Class 1 contains 1056 members 
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Entering Unmasked Estep 
Score: -9351737.000000 Penalty: 5742.962891
	Iteration 100F: 3 clusters Score -9351737 nChanged 6
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9351739 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1051 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9351742 nChanged 10
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9351742 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9351747 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1063 members 
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Entering Unmasked Estep 
Score: -9351749.000000 Penalty: 5742.962891
	Iteration 105Q: 3 clusters Score -9351749 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 105715 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9351754 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1072 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9351757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -9351752.000000 Penalty: 5742.962891
	Iteration 108Q: 3 clusters Score -9351752 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1080 members 
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Entering Unmasked Estep 
Score: -9351755.000000 Penalty: 5742.962891
	Iteration 109Q: 3 clusters Score -9351755 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1080 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9351755 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -9351757.000000 Penalty: 5742.962891
	Iteration 111Q: 3 clusters Score -9351757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 105696 members 
Entering Unmasked Estep 
Score: -9351760.000000 Penalty: 5742.962891
	Iteration 112Q: 3 clusters Score -9351760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -9351762.000000 Penalty: 5742.962891
	Iteration 113Q: 3 clusters Score -9351762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -9351766.000000 Penalty: 5742.962891
	Iteration 114Q: 3 clusters Score -9351766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -9351767.000000 Penalty: 5742.962891
	Iteration 115Q: 3 clusters Score -9351767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -9351770.000000 Penalty: 5742.962891
	Iteration 116Q: 3 clusters Score -9351770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -9351774.000000 Penalty: 5742.962891
	Iteration 117Q: 3 clusters Score -9351774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -9351765.000000 Penalty: 5742.962891
	Iteration 118Q: 3 clusters Score -9351765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -9351778.000000 Penalty: 5742.962891
	Iteration 119Q: 3 clusters Score -9351778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -9351787.000000 Penalty: 5742.962891
	Iteration 120F: 3 clusters Score -9351787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -9351782.000000 Penalty: 5742.962891
	Iteration 121Q: 3 clusters Score -9351782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -9351789.000000 Penalty: 5742.962891
	Iteration 122Q: 3 clusters Score -9351789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -9351801.000000 Penalty: 5742.962891
	Iteration 123Q: 3 clusters Score -9351801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -9351818.000000 Penalty: 5742.962891
	Iteration 124Q: 3 clusters Score -9351818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -9351806.000000 Penalty: 5742.962891
	Iteration 125Q: 3 clusters Score -9351806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -9351814.000000 Penalty: 5742.962891
	Iteration 126Q: 3 clusters Score -9351814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -9351814.000000 Penalty: 5742.962891
	Iteration 127Q: 3 clusters Score -9351814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -9351823.000000 Penalty: 5742.962891
	Iteration 128Q: 3 clusters Score -9351823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 105665 members 
Entering Unmasked Estep 
Score: -9351822.000000 Penalty: 5742.962891
	Iteration 129Q: 3 clusters Score -9351822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 105664 members 
Entering Unmasked Estep 
Score: -9351818.000000 Penalty: 5742.962891
	Iteration 130Q: 3 clusters Score -9351818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -9351818.000000 Penalty: 5742.962891
	Iteration 131Q: 3 clusters Score -9351818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -9351818.000000 Penalty: 5742.962891
	Iteration 132F: 3 clusters Score -9351818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Entering Unmasked Estep 
Score: -945667.500000 Penalty: 2359.415771
	Iteration 0F: 2 clusters Score -945667.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -935922.937500 Penalty: 4718.831543
	Iteration 0F: 3 clusters Score -935922.9 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -941214.250000 Penalty: 4718.831543
	Iteration 1F: 3 clusters Score -941214.2 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -944753.875000 Penalty: 4718.831543
	Iteration 2F: 3 clusters Score -944753.9 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -947157.312500 Penalty: 4718.831543
	Iteration 3F: 3 clusters Score -947157.3 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -948072.625000 Penalty: 4718.831543
	Iteration 4F: 3 clusters Score -948072.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -948432.937500 Penalty: 4718.831543
	Iteration 5Q: 3 clusters Score -948432.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -948631.125000 Penalty: 4718.831543
	Iteration 6Q: 3 clusters Score -948631.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -948788.500000 Penalty: 4718.831543
	Iteration 7Q: 3 clusters Score -948788.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -948887.687500 Penalty: 4718.831543
	Iteration 8Q: 3 clusters Score -948887.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -948979.312500 Penalty: 4718.831543
	Iteration 9Q: 3 clusters Score -948979.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -949040.062500 Penalty: 4718.831543
	Iteration 10Q: 3 clusters Score -949040.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -949085.625000 Penalty: 4718.831543
	Iteration 11Q: 3 clusters Score -949085.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -949121.062500 Penalty: 4718.831543
	Iteration 12Q: 3 clusters Score -949121.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -949143.250000 Penalty: 4718.831543
	Iteration 13Q: 3 clusters Score -949143.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -949167.437500 Penalty: 4718.831543
	Iteration 14Q: 3 clusters Score -949167.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -949184.250000 Penalty: 4718.831543
	Iteration 15Q: 3 clusters Score -949184.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -949202.937500 Penalty: 4718.831543
	Iteration 16Q: 3 clusters Score -949202.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -949214.312500 Penalty: 4718.831543
	Iteration 17Q: 3 clusters Score -949214.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -949235.125000 Penalty: 4718.831543
	Iteration 18Q: 3 clusters Score -949235.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -949265.687500 Penalty: 4718.831543
	Iteration 19Q: 3 clusters Score -949265.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -949305.125000 Penalty: 4718.831543
	Iteration 20F: 3 clusters Score -949305.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -949353.500000 Penalty: 4718.831543
	Iteration 21Q: 3 clusters Score -949353.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -949399.500000 Penalty: 4718.831543
	Iteration 22Q: 3 clusters Score -949399.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -949446.562500 Penalty: 4718.831543
	Iteration 23Q: 3 clusters Score -949446.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -949490.187500 Penalty: 4718.831543
	Iteration 24Q: 3 clusters Score -949490.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -949536.562500 Penalty: 4718.831543
	Iteration 25Q: 3 clusters Score -949536.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -949568.000000 Penalty: 4718.831543
	Iteration 26Q: 3 clusters Score -949568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -949589.375000 Penalty: 4718.831543
	Iteration 27Q: 3 clusters Score -949589.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -949614.062500 Penalty: 4718.831543
	Iteration 28Q: 3 clusters Score -949614.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -949638.437500 Penalty: 4718.831543
	Iteration 29Q: 3 clusters Score -949638.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -949671.062500 Penalty: 4718.831543
	Iteration 30Q: 3 clusters Score -949671.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -949714.437500 Penalty: 4718.831543
	Iteration 31Q: 3 clusters Score -949714.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -949749.000000 Penalty: 4718.831543
	Iteration 32Q: 3 clusters Score -949749 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -949799.437500 Penalty: 4718.831543
	Iteration 33Q: 3 clusters Score -949799.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -949866.625000 Penalty: 4718.831543
	Iteration 34Q: 3 clusters Score -949866.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -949969.562500 Penalty: 4718.831543
	Iteration 35Q: 3 clusters Score -949969.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -950094.250000 Penalty: 4718.831543
	Iteration 36Q: 3 clusters Score -950094.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -950178.625000 Penalty: 4718.831543
	Iteration 37Q: 3 clusters Score -950178.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -950274.625000 Penalty: 4718.831543
	Iteration 38Q: 3 clusters Score -950274.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -950363.375000 Penalty: 4718.831543
	Iteration 39Q: 3 clusters Score -950363.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -950444.687500 Penalty: 4718.831543
	Iteration 40F: 3 clusters Score -950444.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -950519.000000 Penalty: 4718.831543
	Iteration 41Q: 3 clusters Score -950519 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -950596.875000 Penalty: 4718.831543
	Iteration 42Q: 3 clusters Score -950596.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -950673.562500 Penalty: 4718.831543
	Iteration 43Q: 3 clusters Score -950673.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -950746.312500 Penalty: 4718.831543
	Iteration 44Q: 3 clusters Score -950746.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -950843.375000 Penalty: 4718.831543
	Iteration 45Q: 3 clusters Score -950843.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -950900.937500 Penalty: 4718.831543
	Iteration 46Q: 3 clusters Score -950900.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -950933.875000 Penalty: 4718.831543
	Iteration 47Q: 3 clusters Score -950933.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -950955.937500 Penalty: 4718.831543
	Iteration 48Q: 3 clusters Score -950955.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -950976.000000 Penalty: 4718.831543
	Iteration 49Q: 3 clusters Score -950976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -950981.125000 Penalty: 4718.831543
	Iteration 50Q: 3 clusters Score -950981.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -950987.812500 Penalty: 4718.831543
	Iteration 51Q: 3 clusters Score -950987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -950991.500000 Penalty: 4718.831543
	Iteration 52Q: 3 clusters Score -950991.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -950994.500000 Penalty: 4718.831543
	Iteration 53Q: 3 clusters Score -950994.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -950998.812500 Penalty: 4718.831543
	Iteration 54Q: 3 clusters Score -950998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -950999.562500 Penalty: 4718.831543
	Iteration 55Q: 3 clusters Score -950999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -950998.812500 Penalty: 4718.831543
	Iteration 56Q: 3 clusters Score -950998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -951008.187500 Penalty: 4718.831543
	Iteration 57F: 3 clusters Score -951008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -951015.937500 Penalty: 4718.831543
	Iteration 58Q: 3 clusters Score -951015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -951015.625000 Penalty: 4718.831543
	Iteration 59Q: 3 clusters Score -951015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -951015.625000 Penalty: 4718.831543
	Iteration 60F: 3 clusters Score -951015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 14975 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 31422 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 15997 members 
Mstep: Class 30 contains 6360 members 
Entering Unmasked Estep 
Score: -112911832.000000 Penalty: 104913.304688
Splitting cluster 18 changes total score from -112880552.000000 to -112911832.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (14975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Entering Unmasked Estep 
Score: -1243730.750000 Penalty: 2384.306152
	Iteration 0F: 2 clusters Score -1243731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1232825.250000 Penalty: 4768.612305
	Iteration 0F: 3 clusters Score -1232825 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1236354.625000 Penalty: 4768.612305
	Iteration 1F: 3 clusters Score -1236355 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1236785.000000 Penalty: 4768.612305
	Iteration 2F: 3 clusters Score -1236785 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1237151.875000 Penalty: 4768.612305
	Iteration 3F: 3 clusters Score -1237152 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1237551.250000 Penalty: 4768.612305
	Iteration 4F: 3 clusters Score -1237551 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1237971.375000 Penalty: 4768.612305
	Iteration 5F: 3 clusters Score -1237971 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1238395.625000 Penalty: 4768.612305
	Iteration 6F: 3 clusters Score -1238396 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1238797.500000 Penalty: 4768.612305
	Iteration 7Q: 3 clusters Score -1238798 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1239176.625000 Penalty: 4768.612305
	Iteration 8Q: 3 clusters Score -1239177 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1239527.500000 Penalty: 4768.612305
	Iteration 9Q: 3 clusters Score -1239528 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1239877.375000 Penalty: 4768.612305
	Iteration 10Q: 3 clusters Score -1239877 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1240191.250000 Penalty: 4768.612305
	Iteration 11Q: 3 clusters Score -1240191 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1240533.875000 Penalty: 4768.612305
	Iteration 12Q: 3 clusters Score -1240534 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1240914.250000 Penalty: 4768.612305
	Iteration 13Q: 3 clusters Score -1240914 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1241289.500000 Penalty: 4768.612305
	Iteration 14Q: 3 clusters Score -1241290 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1241593.375000 Penalty: 4768.612305
	Iteration 15Q: 3 clusters Score -1241593 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1241806.875000 Penalty: 4768.612305
	Iteration 16Q: 3 clusters Score -1241807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1241934.000000 Penalty: 4768.612305
	Iteration 17Q: 3 clusters Score -1241934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1242025.625000 Penalty: 4768.612305
	Iteration 18Q: 3 clusters Score -1242026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1242085.000000 Penalty: 4768.612305
	Iteration 19Q: 3 clusters Score -1242085 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1242121.000000 Penalty: 4768.612305
	Iteration 20F: 3 clusters Score -1242121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1242161.625000 Penalty: 4768.612305
	Iteration 21Q: 3 clusters Score -1242162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1242200.125000 Penalty: 4768.612305
	Iteration 22Q: 3 clusters Score -1242200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1242226.875000 Penalty: 4768.612305
	Iteration 23Q: 3 clusters Score -1242227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1242251.750000 Penalty: 4768.612305
	Iteration 24Q: 3 clusters Score -1242252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1242275.125000 Penalty: 4768.612305
	Iteration 25Q: 3 clusters Score -1242275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1242307.625000 Penalty: 4768.612305
	Iteration 26Q: 3 clusters Score -1242308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1242352.875000 Penalty: 4768.612305
	Iteration 27Q: 3 clusters Score -1242353 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1242395.500000 Penalty: 4768.612305
	Iteration 28Q: 3 clusters Score -1242396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1242442.000000 Penalty: 4768.612305
	Iteration 29Q: 3 clusters Score -1242442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1242489.125000 Penalty: 4768.612305
	Iteration 30Q: 3 clusters Score -1242489 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1242542.500000 Penalty: 4768.612305
	Iteration 31Q: 3 clusters Score -1242542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1242591.000000 Penalty: 4768.612305
	Iteration 32Q: 3 clusters Score -1242591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1242633.250000 Penalty: 4768.612305
	Iteration 33Q: 3 clusters Score -1242633 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1242666.625000 Penalty: 4768.612305
	Iteration 34Q: 3 clusters Score -1242667 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1242694.875000 Penalty: 4768.612305
	Iteration 35Q: 3 clusters Score -1242695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1242723.500000 Penalty: 4768.612305
	Iteration 36Q: 3 clusters Score -1242724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1242755.750000 Penalty: 4768.612305
	Iteration 37Q: 3 clusters Score -1242756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1242792.250000 Penalty: 4768.612305
	Iteration 38Q: 3 clusters Score -1242792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1242835.125000 Penalty: 4768.612305
	Iteration 39Q: 3 clusters Score -1242835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1242879.375000 Penalty: 4768.612305
	Iteration 40F: 3 clusters Score -1242879 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1242915.375000 Penalty: 4768.612305
	Iteration 41Q: 3 clusters Score -1242915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1242957.750000 Penalty: 4768.612305
	Iteration 42Q: 3 clusters Score -1242958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1242998.125000 Penalty: 4768.612305
	Iteration 43Q: 3 clusters Score -1242998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1243037.750000 Penalty: 4768.612305
	Iteration 44Q: 3 clusters Score -1243038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1243074.625000 Penalty: 4768.612305
	Iteration 45Q: 3 clusters Score -1243075 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1243116.500000 Penalty: 4768.612305
	Iteration 46Q: 3 clusters Score -1243116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1243161.375000 Penalty: 4768.612305
	Iteration 47Q: 3 clusters Score -1243161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1243211.625000 Penalty: 4768.612305
	Iteration 48Q: 3 clusters Score -1243212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1243292.500000 Penalty: 4768.612305
	Iteration 49Q: 3 clusters Score -1243292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1243353.625000 Penalty: 4768.612305
	Iteration 50Q: 3 clusters Score -1243354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1243398.375000 Penalty: 4768.612305
	Iteration 51Q: 3 clusters Score -1243398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1243433.625000 Penalty: 4768.612305
	Iteration 52Q: 3 clusters Score -1243434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1243459.750000 Penalty: 4768.612305
	Iteration 53Q: 3 clusters Score -1243460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1243490.500000 Penalty: 4768.612305
	Iteration 54Q: 3 clusters Score -1243490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1243517.875000 Penalty: 4768.612305
	Iteration 55Q: 3 clusters Score -1243518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1243556.875000 Penalty: 4768.612305
	Iteration 56Q: 3 clusters Score -1243557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1243592.000000 Penalty: 4768.612305
	Iteration 57Q: 3 clusters Score -1243592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1243626.250000 Penalty: 4768.612305
	Iteration 58Q: 3 clusters Score -1243626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1243646.875000 Penalty: 4768.612305
	Iteration 59Q: 3 clusters Score -1243647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1243670.375000 Penalty: 4768.612305
	Iteration 60F: 3 clusters Score -1243670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1243688.875000 Penalty: 4768.612305
	Iteration 61Q: 3 clusters Score -1243689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1243698.125000 Penalty: 4768.612305
	Iteration 62Q: 3 clusters Score -1243698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1243711.750000 Penalty: 4768.612305
	Iteration 63Q: 3 clusters Score -1243712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1243721.750000 Penalty: 4768.612305
	Iteration 64Q: 3 clusters Score -1243722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1243730.000000 Penalty: 4768.612305
	Iteration 65Q: 3 clusters Score -1243730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1243743.625000 Penalty: 4768.612305
	Iteration 66Q: 3 clusters Score -1243744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1243755.250000 Penalty: 4768.612305
	Iteration 67Q: 3 clusters Score -1243755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1243761.000000 Penalty: 4768.612305
	Iteration 68Q: 3 clusters Score -1243761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1243769.625000 Penalty: 4768.612305
	Iteration 69Q: 3 clusters Score -1243770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1243779.125000 Penalty: 4768.612305
	Iteration 70Q: 3 clusters Score -1243779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1243784.125000 Penalty: 4768.612305
	Iteration 71Q: 3 clusters Score -1243784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1243788.750000 Penalty: 4768.612305
	Iteration 72Q: 3 clusters Score -1243789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1243802.125000 Penalty: 4768.612305
	Iteration 73Q: 3 clusters Score -1243802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1243807.000000 Penalty: 4768.612305
	Iteration 74Q: 3 clusters Score -1243807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1243811.625000 Penalty: 4768.612305
	Iteration 75Q: 3 clusters Score -1243812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1243816.500000 Penalty: 4768.612305
	Iteration 76Q: 3 clusters Score -1243816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1243821.000000 Penalty: 4768.612305
	Iteration 77Q: 3 clusters Score -1243821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1243821.875000 Penalty: 4768.612305
	Iteration 78Q: 3 clusters Score -1243822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1243825.875000 Penalty: 4768.612305
	Iteration 79Q: 3 clusters Score -1243826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1243830.750000 Penalty: 4768.612305
	Iteration 80F: 3 clusters Score -1243831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1243834.000000 Penalty: 4768.612305
	Iteration 81Q: 3 clusters Score -1243834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1243838.625000 Penalty: 4768.612305
	Iteration 82Q: 3 clusters Score -1243839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1243841.125000 Penalty: 4768.612305
	Iteration 83Q: 3 clusters Score -1243841 nChanged 14
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Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1243842.250000 Penalty: 4768.612305
	Iteration 84Q: 3 clusters Score -1243842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1243844.875000 Penalty: 4768.612305
	Iteration 85Q: 3 clusters Score -1243845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1243846.500000 Penalty: 4768.612305
	Iteration 86Q: 3 clusters Score -1243846 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1243848.125000 Penalty: 4768.612305
	Iteration 87Q: 3 clusters Score -1243848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1243849.750000 Penalty: 4768.612305
	Iteration 88Q: 3 clusters Score -1243850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1243847.875000 Penalty: 4768.612305
	Iteration 89Q: 3 clusters Score -1243848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1243851.250000 Penalty: 4768.612305
	Iteration 90Q: 3 clusters Score -1243851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1243852.375000 Penalty: 4768.612305
	Iteration 91Q: 3 clusters Score -1243852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1243855.125000 Penalty: 4768.612305
	Iteration 92Q: 3 clusters Score -1243855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1243856.000000 Penalty: 4768.612305
	Iteration 93Q: 3 clusters Score -1243856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1243862.375000 Penalty: 4768.612305
	Iteration 94Q: 3 clusters Score -1243862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1243860.625000 Penalty: 4768.612305
	Iteration 95Q: 3 clusters Score -1243861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1243864.000000 Penalty: 4768.612305
	Iteration 96Q: 3 clusters Score -1243864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1243868.500000 Penalty: 4768.612305
	Iteration 97Q: 3 clusters Score -1243868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1243868.625000 Penalty: 4768.612305
	Iteration 98Q: 3 clusters Score -1243869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1243868.000000 Penalty: 4768.612305
	Iteration 99Q: 3 clusters Score -1243868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1243872.875000 Penalty: 4768.612305
	Iteration 100F: 3 clusters Score -1243873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1243875.125000 Penalty: 4768.612305
	Iteration 101Q: 3 clusters Score -1243875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1243878.250000 Penalty: 4768.612305
	Iteration 102Q: 3 clusters Score -1243878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1243876.750000 Penalty: 4768.612305
	Iteration 103Q: 3 clusters Score -1243877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1243876.625000 Penalty: 4768.612305
	Iteration 104Q: 3 clusters Score -1243877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1243880.000000 Penalty: 4768.612305
	Iteration 105Q: 3 clusters Score -1243880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1243878.250000 Penalty: 4768.612305
	Iteration 106Q: 3 clusters Score -1243878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1243878.625000 Penalty: 4768.612305
	Iteration 107Q: 3 clusters Score -1243879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1243875.750000 Penalty: 4768.612305
	Iteration 108Q: 3 clusters Score -1243876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1243877.875000 Penalty: 4768.612305
	Iteration 109Q: 3 clusters Score -1243878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1243880.500000 Penalty: 4768.612305
	Iteration 110Q: 3 clusters Score -1243880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1243880.500000 Penalty: 4768.612305
	Iteration 111F: 3 clusters Score -1243880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 11793 members 
Mstep: Class 20 contains 18790 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 31422 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 15997 members 
Mstep: Class 30 contains 6360 members 
Mstep: Class 31 contains 3182 members 
Entering Unmasked Estep 
Score: -112910888.000000 Penalty: 108410.414062
Splitting cluster 19 changes total score from -112880552.000000 to -112910888.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (18790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Entering Unmasked Estep 
Score: -1581002.000000 Penalty: 2440.587891
	Iteration 0F: 2 clusters Score -1581002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1567711.500000 Penalty: 4881.175781
	Iteration 0F: 3 clusters Score -1567712 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1572198.125000 Penalty: 4881.175781
	Iteration 1F: 3 clusters Score -1572198 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1572802.250000 Penalty: 4881.175781
	Iteration 2F: 3 clusters Score -1572802 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1573525.750000 Penalty: 4881.175781
	Iteration 3F: 3 clusters Score -1573526 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1574522.125000 Penalty: 4881.175781
	Iteration 4F: 3 clusters Score -1574522 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1575937.125000 Penalty: 4881.175781
	Iteration 5F: 3 clusters Score -1575937 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1577535.625000 Penalty: 4881.175781
	Iteration 6F: 3 clusters Score -1577536 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1579184.375000 Penalty: 4881.175781
	Iteration 7F: 3 clusters Score -1579184 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1580689.250000 Penalty: 4881.175781
	Iteration 8F: 3 clusters Score -1580689 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1581770.500000 Penalty: 4881.175781
	Iteration 9F: 3 clusters Score -1581770 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1582308.875000 Penalty: 4881.175781
	Iteration 10Q: 3 clusters Score -1582309 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1582549.000000 Penalty: 4881.175781
	Iteration 11Q: 3 clusters Score -1582549 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1582654.375000 Penalty: 4881.175781
	Iteration 12Q: 3 clusters Score -1582654 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1582705.125000 Penalty: 4881.175781
	Iteration 13Q: 3 clusters Score -1582705 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1582729.875000 Penalty: 4881.175781
	Iteration 14Q: 3 clusters Score -1582730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1582746.750000 Penalty: 4881.175781
	Iteration 15Q: 3 clusters Score -1582747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1582759.375000 Penalty: 4881.175781
	Iteration 16Q: 3 clusters Score -1582759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1582765.500000 Penalty: 4881.175781
	Iteration 17Q: 3 clusters Score -1582766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1582765.625000 Penalty: 4881.175781
	Iteration 18Q: 3 clusters Score -1582766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1582766.125000 Penalty: 4881.175781
	Iteration 19Q: 3 clusters Score -1582766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1582770.875000 Penalty: 4881.175781
	Iteration 20F: 3 clusters Score -1582771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1582775.625000 Penalty: 4881.175781
	Iteration 21Q: 3 clusters Score -1582776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1582772.750000 Penalty: 4881.175781
	Iteration 22Q: 3 clusters Score -1582773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1582775.750000 Penalty: 4881.175781
	Iteration 23Q: 3 clusters Score -1582776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1582774.500000 Penalty: 4881.175781
	Iteration 24Q: 3 clusters Score -1582774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1582780.625000 Penalty: 4881.175781
	Iteration 25Q: 3 clusters Score -1582781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1582780.625000 Penalty: 4881.175781
	Iteration 26F: 3 clusters Score -1582781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 8 contains 37510 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 11793 members 
Mstep: Class 20 contains 9743 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Mstep: Class 23 contains 13992 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 31422 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 4175 members 
Mstep: Class 29 contains 15997 members 
Mstep: Class 30 contains 6360 members 
Mstep: Class 31 contains 3182 members 
Mstep: Class 32 contains 9047 members 
Entering Unmasked Estep 
Score: -112912304.000000 Penalty: 111907.523438
Splitting cluster 20 changes total score from -112880552.000000 to -112912304.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (9181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Entering Unmasked Estep 
Score: -732571.000000 Penalty: 2262.973145
	Iteration 0F: 2 clusters Score -732571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -725403.437500 Penalty: 4525.946289
	Iteration 0F: 3 clusters Score -725403.4 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -727811.375000 Penalty: 4525.946289
	Iteration 1F: 3 clusters Score -727811.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -728594.062500 Penalty: 4525.946289
	Iteration 2F: 3 clusters Score -728594.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -729605.500000 Penalty: 4525.946289
	Iteration 3F: 3 clusters Score -729605.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -730479.062500 Penalty: 4525.946289
	Iteration 4F: 3 clusters Score -730479.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -731133.125000 Penalty: 4525.946289
	Iteration 5F: 3 clusters Score -731133.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -731484.000000 Penalty: 4525.946289
	Iteration 6F: 3 clusters Score -731484 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -731650.875000 Penalty: 4525.946289
	Iteration 7Q: 3 clusters Score -731650.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -731734.937500 Penalty: 4525.946289
	Iteration 8Q: 3 clusters Score -731734.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -731803.187500 Penalty: 4525.946289
	Iteration 9Q: 3 clusters Score -731803.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -731848.875000 Penalty: 4525.946289
	Iteration 10Q: 3 clusters Score -731848.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -731894.062500 Penalty: 4525.946289
	Iteration 11Q: 3 clusters Score -731894.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -731929.312500 Penalty: 4525.946289
	Iteration 12Q: 3 clusters Score -731929.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -731953.437500 Penalty: 4525.946289
	Iteration 13Q: 3 clusters Score -731953.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -731977.625000 Penalty: 4525.946289
	Iteration 14Q: 3 clusters Score -731977.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -731997.312500 Penalty: 4525.946289
	Iteration 15Q: 3 clusters Score -731997.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -732014.000000 Penalty: 4525.946289
	Iteration 16Q: 3 clusters Score -732014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -732034.562500 Penalty: 4525.946289
	Iteration 17Q: 3 clusters Score -732034.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -732051.500000 Penalty: 4525.946289
	Iteration 18Q: 3 clusters Score -732051.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -732068.875000 Penalty: 4525.946289
	Iteration 19Q: 3 clusters Score -732068.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -732083.375000 Penalty: 4525.946289
	Iteration 20F: 3 clusters Score -732083.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -732094.437500 Penalty: 4525.946289
	Iteration 21Q: 3 clusters Score -732094.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -732103.187500 Penalty: 4525.946289
	Iteration 22Q: 3 clusters Score -732103.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -732110.000000 Penalty: 4525.946289
	Iteration 23Q: 3 clusters Score -732110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -732117.250000 Penalty: 4525.946289
	Iteration 24Q: 3 clusters Score -732117.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -732127.937500 Penalty: 4525.946289
	Iteration 25Q: 3 clusters Score -732127.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -732134.125000 Penalty: 4525.946289
	Iteration 26Q: 3 clusters Score -732134.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -732143.000000 Penalty: 4525.946289
	Iteration 27Q: 3 clusters Score -732143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -732151.375000 Penalty: 4525.946289
	Iteration 28Q: 3 clusters Score -732151.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -732160.687500 Penalty: 4525.946289
	Iteration 29Q: 3 clusters Score -732160.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -732170.312500 Penalty: 4525.946289
	Iteration 30Q: 3 clusters Score -732170.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -732176.750000 Penalty: 4525.946289
	Iteration 31Q: 3 clusters Score -732176.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -732186.000000 Penalty: 4525.946289
	Iteration 32Q: 3 clusters Score -732186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -732192.937500 Penalty: 4525.946289
	Iteration 33Q: 3 clusters Score -732192.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -732199.625000 Penalty: 4525.946289
	Iteration 34Q: 3 clusters Score -732199.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -732200.687500 Penalty: 4525.946289
	Iteration 35Q: 3 clusters Score -732200.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -732206.750000 Penalty: 4525.946289
	Iteration 36Q: 3 clusters Score -732206.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -732210.312500 Penalty: 4525.946289
	Iteration 37Q: 3 clusters Score -732210.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -732214.812500 Penalty: 4525.946289
	Iteration 38Q: 3 clusters Score -732214.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -732222.437500 Penalty: 4525.946289
	Iteration 39Q: 3 clusters Score -732222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -732223.812500 Penalty: 4525.946289
	Iteration 40F: 3 clusters Score -732223.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -732228.562500 Penalty: 4525.946289
	Iteration 41Q: 3 clusters Score -732228.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -732234.125000 Penalty: 4525.946289
	Iteration 42Q: 3 clusters Score -732234.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -732244.375000 Penalty: 4525.946289
	Iteration 43Q: 3 clusters Score -732244.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -732248.687500 Penalty: 4525.946289
	Iteration 44Q: 3 clusters Score -732248.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -732259.937500 Penalty: 4525.946289
	Iteration 45Q: 3 clusters Score -732259.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -732264.437500 Penalty: 4525.946289
	Iteration 46Q: 3 clusters Score -732264.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -732277.562500 Penalty: 4525.946289
	Iteration 47Q: 3 clusters Score -732277.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -732285.625000 Penalty: 4525.946289
	Iteration 48Q: 3 clusters Score -732285.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -732297.000000 Penalty: 4525.946289
	Iteration 49Q: 3 clusters Score -732297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -732310.000000 Penalty: 4525.946289
	Iteration 50Q: 3 clusters Score -732310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -732324.375000 Penalty: 4525.946289
	Iteration 51Q: 3 clusters Score -732324.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -732334.687500 Penalty: 4525.946289
	Iteration 52Q: 3 clusters Score -732334.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -732345.125000 Penalty: 4525.946289
	Iteration 53Q: 3 clusters Score -732345.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -732361.500000 Penalty: 4525.946289
	Iteration 54Q: 3 clusters Score -732361.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -732380.000000 Penalty: 4525.946289
	Iteration 55Q: 3 clusters Score -732380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -732399.000000 Penalty: 4525.946289
	Iteration 56Q: 3 clusters Score -732399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -732411.000000 Penalty: 4525.946289
	Iteration 57Q: 3 clusters Score -732411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -732417.250000 Penalty: 4525.946289
	Iteration 58Q: 3 clusters Score -732417.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -732430.312500 Penalty: 4525.946289
	Iteration 59Q: 3 clusters Score -732430.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -732435.625000 Penalty: 4525.946289
	Iteration 60F: 3 clusters Score -732435.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -732445.312500 Penalty: 4525.946289
	Iteration 61Q: 3 clusters Score -732445.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -732447.625000 Penalty: 4525.946289
	Iteration 62Q: 3 clusters Score -732447.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -732449.562500 Penalty: 4525.946289
	Iteration 63Q: 3 clusters Score -732449.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -732453.000000 Penalty: 4525.946289
	Iteration 64Q: 3 clusters Score -732453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -732456.562500 Penalty: 4525.946289
	Iteration 65Q: 3 clusters Score -732456.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -732459.375000 Penalty: 4525.946289
	Iteration 66Q: 3 clusters Score -732459.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -732461.375000 Penalty: 4525.946289
	Iteration 67Q: 3 clusters Score -732461.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -732463.000000 Penalty: 4525.946289
	Iteration 68Q: 3 clusters Score -732463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -732463.187500 Penalty: 4525.946289
	Iteration 69Q: 3 clusters Score -732463.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -732465.000000 Penalty: 4525.946289
	Iteration 70Q: 3 clusters Score -732465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -732466.437500 Penalty: 4525.946289
	Iteration 71Q: 3 clusters Score -732466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -732466.875000 Penalty: 4525.946289
	Iteration 72Q: 3 clusters Score -732466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -732467.500000 Penalty: 4525.946289
	Iteration 73Q: 3 clusters Score -732467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -732470.000000 Penalty: 4525.946289
	Iteration 74Q: 3 clusters Score -732470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -732472.437500 Penalty: 4525.946289
	Iteration 75Q: 3 clusters Score -732472.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -732471.500000 Penalty: 4525.946289
	Iteration 76Q: 3 clusters Score -732471.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -732471.750000 Penalty: 4525.946289
	Iteration 77Q: 3 clusters Score -732471.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -732473.812500 Penalty: 4525.946289
	Iteration 78Q: 3 clusters Score -732473.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -732478.062500 Penalty: 4525.946289
	Iteration 79Q: 3 clusters Score -732478.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -732479.750000 Penalty: 4525.946289
	Iteration 80F: 3 clusters Score -732479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -732482.875000 Penalty: 4525.946289
	Iteration 81Q: 3 clusters Score -732482.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -732487.750000 Penalty: 4525.946289
	Iteration 82Q: 3 clusters Score -732487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -732489.750000 Penalty: 4525.946289
	Iteration 83Q: 3 clusters Score -732489.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -732493.125000 Penalty: 4525.946289
	Iteration 84Q: 3 clusters Score -732493.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -732494.812500 Penalty: 4525.946289
	Iteration 85Q: 3 clusters Score -732494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -732494.875000 Penalty: 4525.946289
	Iteration 86Q: 3 clusters Score -732494.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -732497.562500 Penalty: 4525.946289
	Iteration 87Q: 3 clusters Score -732497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -732498.250000 Penalty: 4525.946289
	Iteration 88Q: 3 clusters Score -732498.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -732498.250000 Penalty: 4525.946289
	Iteration 89Q: 3 clusters Score -732498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -732499.062500 Penalty: 4525.946289
	Iteration 90Q: 3 clusters Score -732499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -732500.750000 Penalty: 4525.946289
	Iteration 91Q: 3 clusters Score -732500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -732501.187500 Penalty: 4525.946289
	Iteration 92Q: 3 clusters Score -732501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -732504.750000 Penalty: 4525.946289
	Iteration 93Q: 3 clusters Score -732504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -732504.562500 Penalty: 4525.946289
	Iteration 94Q: 3 clusters Score -732504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -732504.375000 Penalty: 4525.946289
	Iteration 95Q: 3 clusters Score -732504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -732504.375000 Penalty: 4525.946289
	Iteration 96F: 3 clusters Score -732504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -505869.625000 Penalty: 2161.863281
	Iteration 0F: 2 clusters Score -505869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -500699.593750 Penalty: 4323.726562
	Iteration 0F: 3 clusters Score -500699.6 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -502020.718750 Penalty: 4323.726562
	Iteration 1F: 3 clusters Score -502020.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -502242.218750 Penalty: 4323.726562
	Iteration 2F: 3 clusters Score -502242.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -502414.343750 Penalty: 4323.726562
	Iteration 3Q: 3 clusters Score -502414.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -502551.187500 Penalty: 4323.726562
	Iteration 4Q: 3 clusters Score -502551.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -502675.531250 Penalty: 4323.726562
	Iteration 5Q: 3 clusters Score -502675.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -502814.562500 Penalty: 4323.726562
	Iteration 6Q: 3 clusters Score -502814.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -502965.593750 Penalty: 4323.726562
	Iteration 7Q: 3 clusters Score -502965.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -503151.312500 Penalty: 4323.726562
	Iteration 8Q: 3 clusters Score -503151.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -503373.937500 Penalty: 4323.726562
	Iteration 9Q: 3 clusters Score -503373.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -503587.125000 Penalty: 4323.726562
	Iteration 10Q: 3 clusters Score -503587.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -503778.468750 Penalty: 4323.726562
	Iteration 11Q: 3 clusters Score -503778.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -503955.875000 Penalty: 4323.726562
	Iteration 12Q: 3 clusters Score -503955.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -504093.312500 Penalty: 4323.726562
	Iteration 13Q: 3 clusters Score -504093.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -504219.531250 Penalty: 4323.726562
	Iteration 14Q: 3 clusters Score -504219.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -504318.187500 Penalty: 4323.726562
	Iteration 15Q: 3 clusters Score -504318.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -504388.062500 Penalty: 4323.726562
	Iteration 16Q: 3 clusters Score -504388.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -504433.593750 Penalty: 4323.726562
	Iteration 17Q: 3 clusters Score -504433.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -504467.875000 Penalty: 4323.726562
	Iteration 18Q: 3 clusters Score -504467.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504489.437500 Penalty: 4323.726562
	Iteration 19Q: 3 clusters Score -504489.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504505.031250 Penalty: 4323.726562
	Iteration 20F: 3 clusters Score -504505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -504517.406250 Penalty: 4323.726562
	Iteration 21Q: 3 clusters Score -504517.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -504529.000000 Penalty: 4323.726562
	Iteration 22Q: 3 clusters Score -504529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -504541.093750 Penalty: 4323.726562
	Iteration 23Q: 3 clusters Score -504541.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504554.656250 Penalty: 4323.726562
	Iteration 24Q: 3 clusters Score -504554.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -504570.312500 Penalty: 4323.726562
	Iteration 25Q: 3 clusters Score -504570.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -504588.625000 Penalty: 4323.726562
	Iteration 26Q: 3 clusters Score -504588.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -504614.468750 Penalty: 4323.726562
	Iteration 27Q: 3 clusters Score -504614.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -504660.656250 Penalty: 4323.726562
	Iteration 28Q: 3 clusters Score -504660.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -504735.500000 Penalty: 4323.726562
	Iteration 29Q: 3 clusters Score -504735.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -504800.625000 Penalty: 4323.726562
	Iteration 30Q: 3 clusters Score -504800.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -504843.625000 Penalty: 4323.726562
	Iteration 31Q: 3 clusters Score -504843.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -504870.468750 Penalty: 4323.726562
	Iteration 32Q: 3 clusters Score -504870.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -504890.656250 Penalty: 4323.726562
	Iteration 33Q: 3 clusters Score -504890.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -504916.156250 Penalty: 4323.726562
	Iteration 34Q: 3 clusters Score -504916.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -504942.031250 Penalty: 4323.726562
	Iteration 35Q: 3 clusters Score -504942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -504959.250000 Penalty: 4323.726562
	Iteration 36Q: 3 clusters Score -504959.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -504975.812500 Penalty: 4323.726562
	Iteration 37Q: 3 clusters Score -504975.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -504987.250000 Penalty: 4323.726562
	Iteration 38Q: 3 clusters Score -504987.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -504996.937500 Penalty: 4323.726562
	Iteration 39Q: 3 clusters Score -504996.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -505006.375000 Penalty: 4323.726562
	Iteration 40F: 3 clusters Score -505006.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -505016.562500 Penalty: 4323.726562
	Iteration 41Q: 3 clusters Score -505016.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -505020.843750 Penalty: 4323.726562
	Iteration 42Q: 3 clusters Score -505020.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -505024.812500 Penalty: 4323.726562
	Iteration 43Q: 3 clusters Score -505024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -505030.187500 Penalty: 4323.726562
	Iteration 44Q: 3 clusters Score -505030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -505033.375000 Penalty: 4323.726562
	Iteration 45Q: 3 clusters Score -505033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -505036.031250 Penalty: 4323.726562
	Iteration 46Q: 3 clusters Score -505036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -505037.781250 Penalty: 4323.726562
	Iteration 47Q: 3 clusters Score -505037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -505038.406250 Penalty: 4323.726562
	Iteration 48Q: 3 clusters Score -505038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -505039.125000 Penalty: 4323.726562
	Iteration 49Q: 3 clusters Score -505039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -505039.125000 Penalty: 4323.726562
	Iteration 50F: 3 clusters Score -505039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 872 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 80792 members 
Mstep: Class 5 contains 420961 members 
Mstep: Class 6 contains 171683 members 
Mstep: Class 7 contains 215671 members 
Mstep: Class 9 contains 11589 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 16555 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 46820 members 
Mstep: Class 17 contains 106783 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 11793 members 
Mstep: Class 20 contains 9743 members 
Mstep: Class 21 contains 9181 members 
Mstep: Class 22 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112926912.000000 Penalty: 111907.523438
Iteration 39Q: 33 clusters Score -1.129269e+08 nChanged 23610
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 25647 members 
Mstep: Class 4 contains 80609 members 
Mstep: Class 5 contains 420991 members 
Mstep: Class 6 contains 166915 members 
Mstep: Class 7 contains 219574 members 
Mstep: Class 8 contains 37136 members 
Mstep: Class 9 contains 11348 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 16854 members 
Mstep: Class 13 contains 14168 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 46760 members 
Mstep: Class 17 contains 106967 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 12112 members 
Mstep: Class 20 contains 9331 members 
Mstep: Class 21 contains 9427 members 
Mstep: Class 22 contains 6237 members 
Mstep: Class 23 contains 13625 members 
Mstep: Class 24 contains 11340 members 
Mstep: Class 25 contains 2519 members 
Mstep: Class 26 contains 30838 members 
Mstep: Class 27 contains 5774 members 
Mstep: Class 28 contains 4176 members 
Mstep: Class 29 contains 15143 members 
Mstep: Class 30 contains 6213 members 
Mstep: Class 31 contains 3132 members 
Mstep: Class 32 contains 9107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112939752.000000 Penalty: 111907.523438
Iteration 40F: 33 clusters Score -1.129398e+08 nChanged 18064
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 25368 members 
Mstep: Class 4 contains 80182 members 
Mstep: Class 5 contains 420518 members 
Mstep: Class 6 contains 162159 members 
Mstep: Class 7 contains 223477 members 
Mstep: Class 8 contains 36364 members 
Mstep: Class 9 contains 10892 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 5147 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 9550 members 
Mstep: Class 16 contains 45754 members 
Mstep: Class 17 contains 106276 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 12235 members 
Mstep: Class 20 contains 9130 members 
Mstep: Class 21 contains 9393 members 
Mstep: Class 22 contains 6440 members 
Mstep: Class 23 contains 14070 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 31009 members 
Mstep: Class 27 contains 6574 members 
Mstep: Class 28 contains 4306 members 
Mstep: Class 29 contains 14845 members 
Mstep: Class 30 contains 6943 members 
Mstep: Class 31 contains 3282 members 
Mstep: Class 32 contains 9506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112945344.000000 Penalty: 111907.523438
Iteration 41Q: 33 clusters Score -1.129453e+08 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 25182 members 
Mstep: Class 4 contains 79921 members 
Mstep: Class 5 contains 420188 members 
Mstep: Class 6 contains 157628 members 
Mstep: Class 7 contains 227465 members 
Mstep: Class 8 contains 35627 members 
Mstep: Class 9 contains 10579 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 11 contains 5559 members 
Mstep: Class 12 contains 17205 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 45095 members 
Mstep: Class 17 contains 105839 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 12323 members 
Mstep: Class 20 contains 9035 members 
Mstep: Class 21 contains 9391 members 
Mstep: Class 22 contains 6576 members 
Mstep: Class 23 contains 14323 members 
Mstep: Class 24 contains 13786 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 31067 members 
Mstep: Class 27 contains 7027 members 
Mstep: Class 28 contains 4359 members 
Mstep: Class 29 contains 14511 members 
Mstep: Class 30 contains 7415 members 
Mstep: Class 31 contains 3381 members 
Mstep: Class 32 contains 9735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112948184.000000 Penalty: 111907.523438
Iteration 42Q: 33 clusters Score -1.129482e+08 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 25012 members 
Mstep: Class 4 contains 79729 members 
Mstep: Class 5 contains 419987 members 
Mstep: Class 6 contains 153250 members 
Mstep: Class 7 contains 231428 members 
Mstep: Class 8 contains 34926 members 
Mstep: Class 9 contains 10374 members 
Mstep: Class 10 contains 9348 members 
Mstep: Class 11 contains 5908 members 
Mstep: Class 12 contains 17309 members 
Mstep: Class 13 contains 14508 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 15 contains 9559 members 
Mstep: Class 16 contains 44546 members 
Mstep: Class 17 contains 105426 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 8979 members 
Mstep: Class 21 contains 9410 members 
Mstep: Class 22 contains 6687 members 
Mstep: Class 23 contains 14579 members 
Mstep: Class 24 contains 14867 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 31062 members 
Mstep: Class 27 contains 7323 members 
Mstep: Class 28 contains 4391 members 
Mstep: Class 29 contains 14235 members 
Mstep: Class 30 contains 7699 members 
Mstep: Class 31 contains 3473 members 
Mstep: Class 32 contains 9915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112950800.000000 Penalty: 111907.523438
Iteration 43Q: 33 clusters Score -1.129508e+08 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 24845 members 
Mstep: Class 4 contains 79568 members 
Mstep: Class 5 contains 419860 members 
Mstep: Class 6 contains 148963 members 
Mstep: Class 7 contains 235381 members 
Mstep: Class 8 contains 34294 members 
Mstep: Class 9 contains 10211 members 
Mstep: Class 10 contains 9318 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 17381 members 
Mstep: Class 13 contains 14560 members 
Mstep: Class 14 contains 900 members 
Mstep: Class 15 contains 9562 members 
Mstep: Class 16 contains 44099 members 
Mstep: Class 17 contains 105130 members 
Mstep: Class 18 contains 7704 members 
Mstep: Class 19 contains 12467 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 9445 members 
Mstep: Class 22 contains 6785 members 
Mstep: Class 23 contains 14780 members 
Mstep: Class 24 contains 15855 members 
Mstep: Class 25 contains 2638 members 
Mstep: Class 26 contains 31037 members 
Mstep: Class 27 contains 7533 members 
Mstep: Class 28 contains 4417 members 
Mstep: Class 29 contains 13999 members 
Mstep: Class 30 contains 7890 members 
Mstep: Class 31 contains 3582 members 
Mstep: Class 32 contains 10084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112952496.000000 Penalty: 111907.523438
Iteration 44Q: 33 clusters Score -1.129525e+08 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 24689 members 
Mstep: Class 4 contains 79423 members 
Mstep: Class 5 contains 419785 members 
Mstep: Class 6 contains 144809 members 
Mstep: Class 7 contains 239270 members 
Mstep: Class 8 contains 33707 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 17436 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 9568 members 
Mstep: Class 16 contains 43654 members 
Mstep: Class 17 contains 104860 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 12492 members 
Mstep: Class 20 contains 8939 members 
Mstep: Class 21 contains 9462 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 14980 members 
Mstep: Class 24 contains 16784 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 31011 members 
Mstep: Class 27 contains 7710 members 
Mstep: Class 28 contains 4430 members 
Mstep: Class 29 contains 13815 members 
Mstep: Class 30 contains 8035 members 
Mstep: Class 31 contains 3699 members 
Mstep: Class 32 contains 10192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112954072.000000 Penalty: 111907.523438
Iteration 45Q: 33 clusters Score -1.129541e+08 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 24517 members 
Mstep: Class 4 contains 79310 members 
Mstep: Class 5 contains 419683 members 
Mstep: Class 6 contains 140783 members 
Mstep: Class 7 contains 243085 members 
Mstep: Class 8 contains 33163 members 
Mstep: Class 9 contains 10009 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 17479 members 
Mstep: Class 13 contains 14632 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9580 members 
Mstep: Class 16 contains 43253 members 
Mstep: Class 17 contains 104667 members 
Mstep: Class 18 contains 7675 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 20 contains 8932 members 
Mstep: Class 21 contains 9480 members 
Mstep: Class 22 contains 6929 members 
Mstep: Class 23 contains 15163 members 
Mstep: Class 24 contains 17674 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 30966 members 
Mstep: Class 27 contains 7839 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 13638 members 
Mstep: Class 30 contains 8132 members 
Mstep: Class 31 contains 3802 members 
Mstep: Class 32 contains 10319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112955456.000000 Penalty: 111907.523438
Iteration 46Q: 33 clusters Score -1.129555e+08 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 24358 members 
Mstep: Class 4 contains 79206 members 
Mstep: Class 5 contains 419603 members 
Mstep: Class 6 contains 136843 members 
Mstep: Class 7 contains 246849 members 
Mstep: Class 8 contains 32643 members 
Mstep: Class 9 contains 9933 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 17488 members 
Mstep: Class 13 contains 14680 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9636 members 
Mstep: Class 16 contains 42897 members 
Mstep: Class 17 contains 104490 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 12616 members 
Mstep: Class 20 contains 8935 members 
Mstep: Class 21 contains 9492 members 
Mstep: Class 22 contains 6984 members 
Mstep: Class 23 contains 15314 members 
Mstep: Class 24 contains 18527 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 30912 members 
Mstep: Class 27 contains 7938 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 13488 members 
Mstep: Class 30 contains 8207 members 
Mstep: Class 31 contains 3895 members 
Mstep: Class 32 contains 10421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112956280.000000 Penalty: 111907.523438
Iteration 47Q: 33 clusters Score -1.129563e+08 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2052 members 
Mstep: Class 3 contains 24232 members 
Mstep: Class 4 contains 79079 members 
Mstep: Class 5 contains 419542 members 
Mstep: Class 6 contains 132970 members 
Mstep: Class 7 contains 250552 members 
Mstep: Class 8 contains 32198 members 
Mstep: Class 9 contains 9874 members 
Mstep: Class 10 contains 9189 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 17514 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 42544 members 
Mstep: Class 17 contains 104347 members 
Mstep: Class 18 contains 7641 members 
Mstep: Class 19 contains 12701 members 
Mstep: Class 20 contains 8938 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 7028 members 
Mstep: Class 23 contains 15422 members 
Mstep: Class 24 contains 19354 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 30841 members 
Mstep: Class 27 contains 8005 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 13358 members 
Mstep: Class 30 contains 8278 members 
Mstep: Class 31 contains 3984 members 
Mstep: Class 32 contains 10519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112957632.000000 Penalty: 111907.523438
Iteration 48Q: 33 clusters Score -1.129576e+08 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 78949 members 
Mstep: Class 5 contains 419475 members 
Mstep: Class 6 contains 129182 members 
Mstep: Class 7 contains 254218 members 
Mstep: Class 8 contains 31749 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 9171 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 17546 members 
Mstep: Class 13 contains 14751 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9709 members 
Mstep: Class 16 contains 42218 members 
Mstep: Class 17 contains 104213 members 
Mstep: Class 18 contains 7608 members 
Mstep: Class 19 contains 12788 members 
Mstep: Class 20 contains 8946 members 
Mstep: Class 21 contains 9501 members 
Mstep: Class 22 contains 7061 members 
Mstep: Class 23 contains 15578 members 
Mstep: Class 24 contains 20120 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 30749 members 
Mstep: Class 27 contains 8048 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 13211 members 
Mstep: Class 30 contains 8350 members 
Mstep: Class 31 contains 4065 members 
Mstep: Class 32 contains 10615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112959472.000000 Penalty: 111907.523438
Iteration 49Q: 33 clusters Score -1.129595e+08 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2154 members 
Mstep: Class 3 contains 24007 members 
Mstep: Class 4 contains 78858 members 
Mstep: Class 5 contains 419442 members 
Mstep: Class 6 contains 125623 members 
Mstep: Class 7 contains 257756 members 
Mstep: Class 8 contains 31325 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 17560 members 
Mstep: Class 13 contains 14760 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 41888 members 
Mstep: Class 17 contains 104070 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 12869 members 
Mstep: Class 20 contains 8959 members 
Mstep: Class 21 contains 9502 members 
Mstep: Class 22 contains 7092 members 
Mstep: Class 23 contains 15727 members 
Mstep: Class 24 contains 20844 members 
Mstep: Class 25 contains 2623 members 
Mstep: Class 26 contains 30623 members 
Mstep: Class 27 contains 8087 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 13088 members 
Mstep: Class 30 contains 8417 members 
Mstep: Class 31 contains 4149 members 
Mstep: Class 32 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112961040.000000 Penalty: 111907.523438
Iteration 50Q: 33 clusters Score -1.12961e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 23889 members 
Mstep: Class 4 contains 78752 members 
Mstep: Class 5 contains 419374 members 
Mstep: Class 6 contains 122167 members 
Mstep: Class 7 contains 261199 members 
Mstep: Class 8 contains 30973 members 
Mstep: Class 9 contains 9715 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 7370 members 
Mstep: Class 12 contains 17578 members 
Mstep: Class 13 contains 14771 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 41589 members 
Mstep: Class 17 contains 103958 members 
Mstep: Class 18 contains 7595 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 9506 members 
Mstep: Class 22 contains 7108 members 
Mstep: Class 23 contains 15850 members 
Mstep: Class 24 contains 21495 members 
Mstep: Class 25 contains 2618 members 
Mstep: Class 26 contains 30512 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 4491 members 
Mstep: Class 29 contains 12980 members 
Mstep: Class 30 contains 8492 members 
Mstep: Class 31 contains 4225 members 
Mstep: Class 32 contains 10755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112962008.000000 Penalty: 111907.523438
Iteration 51Q: 33 clusters Score -1.12962e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 23778 members 
Mstep: Class 4 contains 78658 members 
Mstep: Class 5 contains 419332 members 
Mstep: Class 6 contains 118780 members 
Mstep: Class 7 contains 264561 members 
Mstep: Class 8 contains 30650 members 
Mstep: Class 9 contains 9655 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 17576 members 
Mstep: Class 13 contains 14804 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 16 contains 41328 members 
Mstep: Class 17 contains 103848 members 
Mstep: Class 18 contains 7576 members 
Mstep: Class 19 contains 12989 members 
Mstep: Class 20 contains 8997 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 7144 members 
Mstep: Class 23 contains 15994 members 
Mstep: Class 24 contains 22115 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 30406 members 
Mstep: Class 27 contains 8154 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 12873 members 
Mstep: Class 30 contains 8553 members 
Mstep: Class 31 contains 4312 members 
Mstep: Class 32 contains 10795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112963656.000000 Penalty: 111907.523438
Iteration 52Q: 33 clusters Score -1.129637e+08 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 23655 members 
Mstep: Class 4 contains 78567 members 
Mstep: Class 5 contains 419290 members 
Mstep: Class 6 contains 115543 members 
Mstep: Class 7 contains 267850 members 
Mstep: Class 8 contains 30356 members 
Mstep: Class 9 contains 9576 members 
Mstep: Class 10 contains 9054 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 17568 members 
Mstep: Class 13 contains 14821 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9887 members 
Mstep: Class 16 contains 41061 members 
Mstep: Class 17 contains 103783 members 
Mstep: Class 18 contains 7567 members 
Mstep: Class 19 contains 13023 members 
Mstep: Class 20 contains 9006 members 
Mstep: Class 21 contains 9529 members 
Mstep: Class 22 contains 7159 members 
Mstep: Class 23 contains 16143 members 
Mstep: Class 24 contains 22634 members 
Mstep: Class 25 contains 2617 members 
Mstep: Class 26 contains 30305 members 
Mstep: Class 27 contains 8183 members 
Mstep: Class 28 contains 4491 members 
Mstep: Class 29 contains 12773 members 
Mstep: Class 30 contains 8637 members 
Mstep: Class 31 contains 4416 members 
Mstep: Class 32 contains 10854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112965400.000000 Penalty: 111907.523438
Iteration 53Q: 33 clusters Score -1.129654e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 23558 members 
Mstep: Class 4 contains 78498 members 
Mstep: Class 5 contains 419243 members 
Mstep: Class 6 contains 112381 members 
Mstep: Class 7 contains 271085 members 
Mstep: Class 8 contains 30108 members 
Mstep: Class 9 contains 9475 members 
Mstep: Class 10 contains 9016 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 17559 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9914 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 103694 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 13078 members 
Mstep: Class 20 contains 9020 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 7169 members 
Mstep: Class 23 contains 16296 members 
Mstep: Class 24 contains 23096 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 30213 members 
Mstep: Class 27 contains 8187 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 12678 members 
Mstep: Class 30 contains 8736 members 
Mstep: Class 31 contains 4510 members 
Mstep: Class 32 contains 10886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112966336.000000 Penalty: 111907.523438
Iteration 54Q: 33 clusters Score -1.129663e+08 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 23468 members 
Mstep: Class 4 contains 78416 members 
Mstep: Class 5 contains 419228 members 
Mstep: Class 6 contains 109247 members 
Mstep: Class 7 contains 274309 members 
Mstep: Class 8 contains 29861 members 
Mstep: Class 9 contains 9359 members 
Mstep: Class 10 contains 8961 members 
Mstep: Class 11 contains 7570 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 14855 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 9974 members 
Mstep: Class 16 contains 40497 members 
Mstep: Class 17 contains 103616 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 13156 members 
Mstep: Class 20 contains 9036 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 7179 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 23513 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 30102 members 
Mstep: Class 27 contains 8212 members 
Mstep: Class 28 contains 4492 members 
Mstep: Class 29 contains 12598 members 
Mstep: Class 30 contains 8868 members 
Mstep: Class 31 contains 4618 members 
Mstep: Class 32 contains 10899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112967448.000000 Penalty: 111907.523438
Iteration 55Q: 33 clusters Score -1.129674e+08 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2314 members 
Mstep: Class 3 contains 23382 members 
Mstep: Class 4 contains 78359 members 
Mstep: Class 5 contains 419188 members 
Mstep: Class 6 contains 106133 members 
Mstep: Class 7 contains 277531 members 
Mstep: Class 8 contains 29670 members 
Mstep: Class 9 contains 9255 members 
Mstep: Class 10 contains 8916 members 
Mstep: Class 11 contains 7591 members 
Mstep: Class 12 contains 17565 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 10037 members 
Mstep: Class 16 contains 40233 members 
Mstep: Class 17 contains 103551 members 
Mstep: Class 18 contains 7578 members 
Mstep: Class 19 contains 13224 members 
Mstep: Class 20 contains 9045 members 
Mstep: Class 21 contains 9552 members 
Mstep: Class 22 contains 7185 members 
Mstep: Class 23 contains 16566 members 
Mstep: Class 24 contains 23877 members 
Mstep: Class 25 contains 2608 members 
Mstep: Class 26 contains 29988 members 
Mstep: Class 27 contains 8229 members 
Mstep: Class 28 contains 4492 members 
Mstep: Class 29 contains 12500 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 4709 members 
Mstep: Class 32 contains 10913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112968480.000000 Penalty: 111907.523438
Iteration 56Q: 33 clusters Score -1.129685e+08 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 23333 members 
Mstep: Class 4 contains 78276 members 
Mstep: Class 5 contains 419138 members 
Mstep: Class 6 contains 103009 members 
Mstep: Class 7 contains 280797 members 
Mstep: Class 8 contains 29481 members 
Mstep: Class 9 contains 9200 members 
Mstep: Class 10 contains 8874 members 
Mstep: Class 11 contains 7614 members 
Mstep: Class 12 contains 17577 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 10098 members 
Mstep: Class 16 contains 39979 members 
Mstep: Class 17 contains 103461 members 
Mstep: Class 18 contains 7580 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 9052 members 
Mstep: Class 21 contains 9558 members 
Mstep: Class 22 contains 7184 members 
Mstep: Class 23 contains 16683 members 
Mstep: Class 24 contains 24175 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 29896 members 
Mstep: Class 27 contains 8253 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 12401 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 4800 members 
Mstep: Class 32 contains 10918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112969496.000000 Penalty: 111907.523438
Iteration 57Q: 33 clusters Score -1.129695e+08 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 23265 members 
Mstep: Class 4 contains 78208 members 
Mstep: Class 5 contains 419101 members 
Mstep: Class 6 contains 99934 members 
Mstep: Class 7 contains 284043 members 
Mstep: Class 8 contains 29305 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 8845 members 
Mstep: Class 11 contains 7629 members 
Mstep: Class 12 contains 17590 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 10159 members 
Mstep: Class 16 contains 39707 members 
Mstep: Class 17 contains 103379 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 13448 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 9554 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 16794 members 
Mstep: Class 24 contains 24430 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 29824 members 
Mstep: Class 27 contains 8269 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 9074 members 
Mstep: Class 31 contains 4879 members 
Mstep: Class 32 contains 10952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112970896.000000 Penalty: 111907.523438
Iteration 58Q: 33 clusters Score -1.129709e+08 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 23190 members 
Mstep: Class 4 contains 78152 members 
Mstep: Class 5 contains 419059 members 
Mstep: Class 6 contains 96817 members 
Mstep: Class 7 contains 287345 members 
Mstep: Class 8 contains 29107 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 7644 members 
Mstep: Class 12 contains 17588 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 10213 members 
Mstep: Class 16 contains 39432 members 
Mstep: Class 17 contains 103310 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 13590 members 
Mstep: Class 20 contains 9052 members 
Mstep: Class 21 contains 9558 members 
Mstep: Class 22 contains 7132 members 
Mstep: Class 23 contains 16905 members 
Mstep: Class 24 contains 24668 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 29762 members 
Mstep: Class 27 contains 8283 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 12196 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 4975 members 
Mstep: Class 32 contains 10974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112972160.000000 Penalty: 111907.523438
Iteration 59Q: 33 clusters Score -1.129722e+08 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 23126 members 
Mstep: Class 4 contains 78097 members 
Mstep: Class 5 contains 419015 members 
Mstep: Class 6 contains 93668 members 
Mstep: Class 7 contains 290740 members 
Mstep: Class 8 contains 28947 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 7656 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 14857 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 10249 members 
Mstep: Class 16 contains 39161 members 
Mstep: Class 17 contains 103224 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 13704 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 9585 members 
Mstep: Class 22 contains 7109 members 
Mstep: Class 23 contains 16994 members 
Mstep: Class 24 contains 24853 members 
Mstep: Class 25 contains 2601 members 
Mstep: Class 26 contains 29725 members 
Mstep: Class 27 contains 8292 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 12113 members 
Mstep: Class 30 contains 9128 members 
Mstep: Class 31 contains 5081 members 
Mstep: Class 32 contains 10996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112974000.000000 Penalty: 111907.523438
Iteration 60F: 33 clusters Score -1.12974e+08 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 23069 members 
Mstep: Class 4 contains 78046 members 
Mstep: Class 5 contains 418953 members 
Mstep: Class 6 contains 90478 members 
Mstep: Class 7 contains 294211 members 
Mstep: Class 8 contains 28714 members 
Mstep: Class 9 contains 9135 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 17529 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10298 members 
Mstep: Class 16 contains 38883 members 
Mstep: Class 17 contains 103133 members 
Mstep: Class 18 contains 7610 members 
Mstep: Class 19 contains 13776 members 
Mstep: Class 20 contains 9035 members 
Mstep: Class 21 contains 9614 members 
Mstep: Class 22 contains 7111 members 
Mstep: Class 23 contains 17070 members 
Mstep: Class 24 contains 25130 members 
Mstep: Class 25 contains 2596 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 8292 members 
Mstep: Class 28 contains 4484 members 
Mstep: Class 29 contains 12016 members 
Mstep: Class 30 contains 9122 members 
Mstep: Class 31 contains 5180 members 
Mstep: Class 32 contains 11000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112975408.000000 Penalty: 111907.523438
Iteration 61Q: 33 clusters Score -1.129754e+08 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2486 members 
Mstep: Class 3 contains 23013 members 
Mstep: Class 4 contains 77994 members 
Mstep: Class 5 contains 418882 members 
Mstep: Class 6 contains 87450 members 
Mstep: Class 7 contains 297497 members 
Mstep: Class 8 contains 28477 members 
Mstep: Class 9 contains 9143 members 
Mstep: Class 10 contains 8766 members 
Mstep: Class 11 contains 7670 members 
Mstep: Class 12 contains 17499 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 10345 members 
Mstep: Class 16 contains 38627 members 
Mstep: Class 17 contains 103042 members 
Mstep: Class 18 contains 7617 members 
Mstep: Class 19 contains 13834 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 9636 members 
Mstep: Class 22 contains 7107 members 
Mstep: Class 23 contains 17150 members 
Mstep: Class 24 contains 25395 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 29647 members 
Mstep: Class 27 contains 8299 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 11934 members 
Mstep: Class 30 contains 9119 members 
Mstep: Class 31 contains 5289 members 
Mstep: Class 32 contains 10997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112976640.000000 Penalty: 111907.523438
Iteration 62Q: 33 clusters Score -1.129766e+08 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 22946 members 
Mstep: Class 4 contains 77929 members 
Mstep: Class 5 contains 418831 members 
Mstep: Class 6 contains 84555 members 
Mstep: Class 7 contains 300598 members 
Mstep: Class 8 contains 28257 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 8754 members 
Mstep: Class 11 contains 7673 members 
Mstep: Class 12 contains 17472 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 38384 members 
Mstep: Class 17 contains 102976 members 
Mstep: Class 18 contains 7619 members 
Mstep: Class 19 contains 13918 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 9651 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 17228 members 
Mstep: Class 24 contains 25634 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 29612 members 
Mstep: Class 27 contains 8306 members 
Mstep: Class 28 contains 4479 members 
Mstep: Class 29 contains 11857 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 5397 members 
Mstep: Class 32 contains 11003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112978368.000000 Penalty: 111907.523438
Iteration 63Q: 33 clusters Score -1.129784e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 22886 members 
Mstep: Class 4 contains 77868 members 
Mstep: Class 5 contains 418744 members 
Mstep: Class 6 contains 81761 members 
Mstep: Class 7 contains 303581 members 
Mstep: Class 8 contains 28061 members 
Mstep: Class 9 contains 9171 members 
Mstep: Class 10 contains 8737 members 
Mstep: Class 11 contains 7673 members 
Mstep: Class 12 contains 17433 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 38153 members 
Mstep: Class 17 contains 102926 members 
Mstep: Class 18 contains 7597 members 
Mstep: Class 19 contains 13987 members 
Mstep: Class 20 contains 9037 members 
Mstep: Class 21 contains 9659 members 
Mstep: Class 22 contains 7073 members 
Mstep: Class 23 contains 17301 members 
Mstep: Class 24 contains 25858 members 
Mstep: Class 25 contains 2539 members 
Mstep: Class 26 contains 29589 members 
Mstep: Class 27 contains 8318 members 
Mstep: Class 28 contains 4471 members 
Mstep: Class 29 contains 11787 members 
Mstep: Class 30 contains 9156 members 
Mstep: Class 31 contains 5525 members 
Mstep: Class 32 contains 11000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979784.000000 Penalty: 111907.523438
Iteration 64Q: 33 clusters Score -1.129798e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 22830 members 
Mstep: Class 4 contains 77799 members 
Mstep: Class 5 contains 418677 members 
Mstep: Class 6 contains 79120 members 
Mstep: Class 7 contains 306338 members 
Mstep: Class 8 contains 27870 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 8717 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 17388 members 
Mstep: Class 13 contains 15001 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10479 members 
Mstep: Class 16 contains 37964 members 
Mstep: Class 17 contains 102896 members 
Mstep: Class 18 contains 7574 members 
Mstep: Class 19 contains 14068 members 
Mstep: Class 20 contains 9045 members 
Mstep: Class 21 contains 9701 members 
Mstep: Class 22 contains 7057 members 
Mstep: Class 23 contains 17374 members 
Mstep: Class 24 contains 26058 members 
Mstep: Class 25 contains 2507 members 
Mstep: Class 26 contains 29576 members 
Mstep: Class 27 contains 8319 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 11715 members 
Mstep: Class 30 contains 9157 members 
Mstep: Class 31 contains 5666 members 
Mstep: Class 32 contains 10994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980760.000000 Penalty: 111907.523438
Iteration 65Q: 33 clusters Score -1.129808e+08 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 22774 members 
Mstep: Class 4 contains 77731 members 
Mstep: Class 5 contains 418586 members 
Mstep: Class 6 contains 76872 members 
Mstep: Class 7 contains 308774 members 
Mstep: Class 8 contains 27687 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 17347 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 16 contains 37788 members 
Mstep: Class 17 contains 102852 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 14100 members 
Mstep: Class 20 contains 9057 members 
Mstep: Class 21 contains 9726 members 
Mstep: Class 22 contains 7077 members 
Mstep: Class 23 contains 17475 members 
Mstep: Class 24 contains 26229 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 29537 members 
Mstep: Class 27 contains 8330 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 11630 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 5815 members 
Mstep: Class 32 contains 10999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112981768.000000 Penalty: 111907.523438
Iteration 66Q: 33 clusters Score -1.129818e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 77652 members 
Mstep: Class 5 contains 418493 members 
Mstep: Class 6 contains 74833 members 
Mstep: Class 7 contains 310931 members 
Mstep: Class 8 contains 27547 members 
Mstep: Class 9 contains 9236 members 
Mstep: Class 10 contains 8703 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 15088 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10574 members 
Mstep: Class 16 contains 37627 members 
Mstep: Class 17 contains 102846 members 
Mstep: Class 18 contains 7521 members 
Mstep: Class 19 contains 14119 members 
Mstep: Class 20 contains 9069 members 
Mstep: Class 21 contains 9745 members 
Mstep: Class 22 contains 7123 members 
Mstep: Class 23 contains 17562 members 
Mstep: Class 24 contains 26357 members 
Mstep: Class 25 contains 2395 members 
Mstep: Class 26 contains 29515 members 
Mstep: Class 27 contains 8322 members 
Mstep: Class 28 contains 4454 members 
Mstep: Class 29 contains 11549 members 
Mstep: Class 30 contains 9182 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 11003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982824.000000 Penalty: 111907.523438
Iteration 67Q: 33 clusters Score -1.129828e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2653 members 
Mstep: Class 3 contains 22681 members 
Mstep: Class 4 contains 77584 members 
Mstep: Class 5 contains 418391 members 
Mstep: Class 6 contains 73025 members 
Mstep: Class 7 contains 312834 members 
Mstep: Class 8 contains 27403 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 10 contains 8696 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 17279 members 
Mstep: Class 13 contains 15142 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10605 members 
Mstep: Class 16 contains 37451 members 
Mstep: Class 17 contains 102838 members 
Mstep: Class 18 contains 7500 members 
Mstep: Class 19 contains 14207 members 
Mstep: Class 20 contains 9079 members 
Mstep: Class 21 contains 9758 members 
Mstep: Class 22 contains 7142 members 
Mstep: Class 23 contains 17662 members 
Mstep: Class 24 contains 26496 members 
Mstep: Class 25 contains 2376 members 
Mstep: Class 26 contains 29489 members 
Mstep: Class 27 contains 8328 members 
Mstep: Class 28 contains 4448 members 
Mstep: Class 29 contains 11447 members 
Mstep: Class 30 contains 9182 members 
Mstep: Class 31 contains 6048 members 
Mstep: Class 32 contains 11018 members 
Entering Unmasked Estep 
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Score: -112983752.000000 Penalty: 111907.523438
Iteration 68Q: 33 clusters Score -1.129838e+08 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2672 members 
Mstep: Class 3 contains 22632 members 
Mstep: Class 4 contains 77512 members 
Mstep: Class 5 contains 418299 members 
Mstep: Class 6 contains 71495 members 
Mstep: Class 7 contains 314492 members 
Mstep: Class 8 contains 27259 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 8686 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 15186 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 37257 members 
Mstep: Class 17 contains 102835 members 
Mstep: Class 18 contains 7479 members 
Mstep: Class 19 contains 14310 members 
Mstep: Class 20 contains 9094 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 7133 members 
Mstep: Class 23 contains 17741 members 
Mstep: Class 24 contains 26611 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 29463 members 
Mstep: Class 27 contains 8340 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 11369 members 
Mstep: Class 30 contains 9189 members 
Mstep: Class 31 contains 6165 members 
Mstep: Class 32 contains 11029 members 
Entering Unmasked Estep 
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Iteration 69Q: 33 clusters Score -1.129845e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 22583 members 
Mstep: Class 4 contains 77457 members 
Mstep: Class 5 contains 418184 members 
Mstep: Class 6 contains 70124 members 
Mstep: Class 7 contains 315962 members 
Mstep: Class 8 contains 27130 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 17235 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 37070 members 
Mstep: Class 17 contains 102843 members 
Mstep: Class 18 contains 7467 members 
Mstep: Class 19 contains 14442 members 
Mstep: Class 20 contains 9107 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 7140 members 
Mstep: Class 23 contains 17811 members 
Mstep: Class 24 contains 26690 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 29450 members 
Mstep: Class 27 contains 8345 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 11302 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 6284 members 
Mstep: Class 32 contains 11026 members 
Entering Unmasked Estep 
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Iteration 70Q: 33 clusters Score -1.129847e+08 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 22541 members 
Mstep: Class 4 contains 77415 members 
Mstep: Class 5 contains 418080 members 
Mstep: Class 6 contains 68993 members 
Mstep: Class 7 contains 317204 members 
Mstep: Class 8 contains 26996 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 8677 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 17219 members 
Mstep: Class 13 contains 15293 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10659 members 
Mstep: Class 16 contains 36859 members 
Mstep: Class 17 contains 102828 members 
Mstep: Class 18 contains 7468 members 
Mstep: Class 19 contains 14586 members 
Mstep: Class 20 contains 9118 members 
Mstep: Class 21 contains 9851 members 
Mstep: Class 22 contains 7110 members 
Mstep: Class 23 contains 17870 members 
Mstep: Class 24 contains 26775 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 29458 members 
Mstep: Class 27 contains 8353 members 
Mstep: Class 28 contains 4445 members 
Mstep: Class 29 contains 11237 members 
Mstep: Class 30 contains 9149 members 
Mstep: Class 31 contains 6375 members 
Mstep: Class 32 contains 11024 members 
Entering Unmasked Estep 
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Iteration 71Q: 33 clusters Score -1.129846e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2738 members 
Mstep: Class 3 contains 22496 members 
Mstep: Class 4 contains 77370 members 
Mstep: Class 5 contains 418009 members 
Mstep: Class 6 contains 68012 members 
Mstep: Class 7 contains 318302 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 9 contains 9291 members 
Mstep: Class 10 contains 8675 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 15320 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10685 members 
Mstep: Class 16 contains 36628 members 
Mstep: Class 17 contains 102821 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 14703 members 
Mstep: Class 20 contains 9131 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 7056 members 
Mstep: Class 23 contains 17937 members 
Mstep: Class 24 contains 26857 members 
Mstep: Class 25 contains 2374 members 
Mstep: Class 26 contains 29455 members 
Mstep: Class 27 contains 8365 members 
Mstep: Class 28 contains 4444 members 
Mstep: Class 29 contains 11183 members 
Mstep: Class 30 contains 9157 members 
Mstep: Class 31 contains 6447 members 
Mstep: Class 32 contains 11023 members 
Entering Unmasked Estep 
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Score: -112984800.000000 Penalty: 111907.523438
Iteration 72Q: 33 clusters Score -1.129848e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2753 members 
Mstep: Class 3 contains 22446 members 
Mstep: Class 4 contains 77314 members 
Mstep: Class 5 contains 417907 members 
Mstep: Class 6 contains 67162 members 
Mstep: Class 7 contains 319234 members 
Mstep: Class 8 contains 26804 members 
Mstep: Class 9 contains 9308 members 
Mstep: Class 10 contains 8671 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17210 members 
Mstep: Class 13 contains 15329 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10704 members 
Mstep: Class 16 contains 36416 members 
Mstep: Class 17 contains 102803 members 
Mstep: Class 18 contains 7450 members 
Mstep: Class 19 contains 14872 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 9921 members 
Mstep: Class 22 contains 7013 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 26927 members 
Mstep: Class 25 contains 2376 members 
Mstep: Class 26 contains 29454 members 
Mstep: Class 27 contains 8376 members 
Mstep: Class 28 contains 4449 members 
Mstep: Class 29 contains 11137 members 
Mstep: Class 30 contains 9159 members 
Mstep: Class 31 contains 6502 members 
Mstep: Class 32 contains 11028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985368.000000 Penalty: 111907.523438
Iteration 73Q: 33 clusters Score -1.129854e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 22391 members 
Mstep: Class 4 contains 77289 members 
Mstep: Class 5 contains 417803 members 
Mstep: Class 6 contains 66432 members 
Mstep: Class 7 contains 320033 members 
Mstep: Class 8 contains 26717 members 
Mstep: Class 9 contains 9323 members 
Mstep: Class 10 contains 8667 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 15350 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10709 members 
Mstep: Class 16 contains 36247 members 
Mstep: Class 17 contains 102790 members 
Mstep: Class 18 contains 7454 members 
Mstep: Class 19 contains 15006 members 
Mstep: Class 20 contains 9155 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 18077 members 
Mstep: Class 24 contains 26987 members 
Mstep: Class 25 contains 2375 members 
Mstep: Class 26 contains 29451 members 
Mstep: Class 27 contains 8389 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 11090 members 
Mstep: Class 30 contains 9173 members 
Mstep: Class 31 contains 6572 members 
Mstep: Class 32 contains 11032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985520.000000 Penalty: 111907.523438
Iteration 74Q: 33 clusters Score -1.129855e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 22328 members 
Mstep: Class 4 contains 77256 members 
Mstep: Class 5 contains 417724 members 
Mstep: Class 6 contains 65801 members 
Mstep: Class 7 contains 320731 members 
Mstep: Class 8 contains 26642 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 8661 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 17186 members 
Mstep: Class 13 contains 15366 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10714 members 
Mstep: Class 16 contains 36057 members 
Mstep: Class 17 contains 102795 members 
Mstep: Class 18 contains 7455 members 
Mstep: Class 19 contains 15144 members 
Mstep: Class 20 contains 9164 members 
Mstep: Class 21 contains 9963 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 18136 members 
Mstep: Class 24 contains 27039 members 
Mstep: Class 25 contains 2382 members 
Mstep: Class 26 contains 29462 members 
Mstep: Class 27 contains 8404 members 
Mstep: Class 28 contains 4452 members 
Mstep: Class 29 contains 11051 members 
Mstep: Class 30 contains 9186 members 
Mstep: Class 31 contains 6623 members 
Mstep: Class 32 contains 11044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985584.000000 Penalty: 111907.523438
Iteration 75Q: 33 clusters Score -1.129856e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 22278 members 
Mstep: Class 4 contains 77240 members 
Mstep: Class 5 contains 417666 members 
Mstep: Class 6 contains 65250 members 
Mstep: Class 7 contains 321321 members 
Mstep: Class 8 contains 26569 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 8660 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 17173 members 
Mstep: Class 13 contains 15379 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 35888 members 
Mstep: Class 17 contains 102784 members 
Mstep: Class 18 contains 7439 members 
Mstep: Class 19 contains 15293 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 9985 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 18193 members 
Mstep: Class 24 contains 27101 members 
Mstep: Class 25 contains 2383 members 
Mstep: Class 26 contains 29483 members 
Mstep: Class 27 contains 8412 members 
Mstep: Class 28 contains 4454 members 
Mstep: Class 29 contains 11017 members 
Mstep: Class 30 contains 9179 members 
Mstep: Class 31 contains 6669 members 
Mstep: Class 32 contains 11054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985920.000000 Penalty: 111907.523438
Iteration 76Q: 33 clusters Score -1.129859e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2782 members 
Mstep: Class 3 contains 22231 members 
Mstep: Class 4 contains 77215 members 
Mstep: Class 5 contains 417598 members 
Mstep: Class 6 contains 64765 members 
Mstep: Class 7 contains 321846 members 
Mstep: Class 8 contains 26506 members 
Mstep: Class 9 contains 9355 members 
Mstep: Class 10 contains 8656 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17161 members 
Mstep: Class 13 contains 15388 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10730 members 
Mstep: Class 16 contains 35714 members 
Mstep: Class 17 contains 102779 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 15476 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 6907 members 
Mstep: Class 23 contains 18247 members 
Mstep: Class 24 contains 27150 members 
Mstep: Class 25 contains 2383 members 
Mstep: Class 26 contains 29506 members 
Mstep: Class 27 contains 8422 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 10984 members 
Mstep: Class 30 contains 9183 members 
Mstep: Class 31 contains 6709 members 
Mstep: Class 32 contains 11075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986200.000000 Penalty: 111907.523438
Iteration 77Q: 33 clusters Score -1.129862e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 22193 members 
Mstep: Class 4 contains 77199 members 
Mstep: Class 5 contains 417528 members 
Mstep: Class 6 contains 64346 members 
Mstep: Class 7 contains 322289 members 
Mstep: Class 8 contains 26438 members 
Mstep: Class 9 contains 9357 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17134 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 35555 members 
Mstep: Class 17 contains 102772 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 15651 members 
Mstep: Class 20 contains 9166 members 
Mstep: Class 21 contains 10010 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 18285 members 
Mstep: Class 24 contains 27202 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 29539 members 
Mstep: Class 27 contains 8430 members 
Mstep: Class 28 contains 4453 members 
Mstep: Class 29 contains 10957 members 
Mstep: Class 30 contains 9185 members 
Mstep: Class 31 contains 6751 members 
Mstep: Class 32 contains 11090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986144.000000 Penalty: 111907.523438
Iteration 78Q: 33 clusters Score -1.129861e+08 nChanged 1489
Entering ConstructFrom: 
Score: -112986144.000000 Penalty: 111907.523438
Entering ConstructFrom: 
Trying to split cluster 1 (12350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Entering Unmasked Estep 
Score: -1066776.500000 Penalty: 2336.510010
	Iteration 0F: 2 clusters Score -1066776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1057546.500000 Penalty: 4673.020020
	Iteration 0F: 3 clusters Score -1057546 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1060469.750000 Penalty: 4673.020020
	Iteration 1F: 3 clusters Score -1060470 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1060930.375000 Penalty: 4673.020020
	Iteration 2F: 3 clusters Score -1060930 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1061515.875000 Penalty: 4673.020020
	Iteration 3F: 3 clusters Score -1061516 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1062395.500000 Penalty: 4673.020020
	Iteration 4F: 3 clusters Score -1062396 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1063748.875000 Penalty: 4673.020020
	Iteration 5F: 3 clusters Score -1063749 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1065498.875000 Penalty: 4673.020020
	Iteration 6F: 3 clusters Score -1065499 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1066622.750000 Penalty: 4673.020020
	Iteration 7F: 3 clusters Score -1066623 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1067175.375000 Penalty: 4673.020020
	Iteration 8F: 3 clusters Score -1067175 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1067402.000000 Penalty: 4673.020020
	Iteration 9Q: 3 clusters Score -1067402 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1067498.375000 Penalty: 4673.020020
	Iteration 10Q: 3 clusters Score -1067498 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1067558.875000 Penalty: 4673.020020
	Iteration 11Q: 3 clusters Score -1067559 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1067608.125000 Penalty: 4673.020020
	Iteration 12Q: 3 clusters Score -1067608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1067667.250000 Penalty: 4673.020020
	Iteration 13Q: 3 clusters Score -1067667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1067746.625000 Penalty: 4673.020020
	Iteration 14Q: 3 clusters Score -1067747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1067855.375000 Penalty: 4673.020020
	Iteration 15Q: 3 clusters Score -1067855 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1068009.250000 Penalty: 4673.020020
	Iteration 16Q: 3 clusters Score -1068009 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1068184.750000 Penalty: 4673.020020
	Iteration 17Q: 3 clusters Score -1068185 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1068276.000000 Penalty: 4673.020020
	Iteration 18Q: 3 clusters Score -1068276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1068325.750000 Penalty: 4673.020020
	Iteration 19Q: 3 clusters Score -1068326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1068358.625000 Penalty: 4673.020020
	Iteration 20F: 3 clusters Score -1068359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1068386.750000 Penalty: 4673.020020
	Iteration 21Q: 3 clusters Score -1068387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1068414.375000 Penalty: 4673.020020
	Iteration 22Q: 3 clusters Score -1068414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1068433.750000 Penalty: 4673.020020
	Iteration 23Q: 3 clusters Score -1068434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1068438.500000 Penalty: 4673.020020
	Iteration 24Q: 3 clusters Score -1068438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1068445.250000 Penalty: 4673.020020
	Iteration 25Q: 3 clusters Score -1068445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1068449.625000 Penalty: 4673.020020
	Iteration 26Q: 3 clusters Score -1068450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1068448.125000 Penalty: 4673.020020
	Iteration 27Q: 3 clusters Score -1068448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1068449.000000 Penalty: 4673.020020
	Iteration 28Q: 3 clusters Score -1068449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1068450.250000 Penalty: 4673.020020
	Iteration 29Q: 3 clusters Score -1068450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1068451.000000 Penalty: 4673.020020
	Iteration 30Q: 3 clusters Score -1068451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1068453.250000 Penalty: 4673.020020
	Iteration 31Q: 3 clusters Score -1068453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1068453.500000 Penalty: 4673.020020
	Iteration 32Q: 3 clusters Score -1068454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1068452.625000 Penalty: 4673.020020
	Iteration 33Q: 3 clusters Score -1068453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1068452.625000 Penalty: 4673.020020
	Iteration 34F: 3 clusters Score -1068453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 77181 members 
Mstep: Class 5 contains 417479 members 
Mstep: Class 6 contains 63968 members 
Mstep: Class 7 contains 322667 members 
Mstep: Class 8 contains 26387 members 
Mstep: Class 9 contains 9363 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 35377 members 
Mstep: Class 17 contains 102772 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 18326 members 
Mstep: Class 24 contains 27254 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 29579 members 
Mstep: Class 27 contains 8436 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 9201 members 
Mstep: Class 31 contains 6790 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 9661 members 
Entering Unmasked Estep 
Score: -112986616.000000 Penalty: 115404.632812
Splitting cluster 1 changes total score from -112986144.000000 to -112986616.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -245436.578125 Penalty: 1968.999756
	Iteration 0F: 2 clusters Score -245436.6 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 1388 members 
Entering Unmasked Estep 
Score: -242298.546875 Penalty: 3937.999512
	Iteration 0F: 3 clusters Score -242298.5 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -242898.046875 Penalty: 3937.999512
	Iteration 1F: 3 clusters Score -242898 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -243068.750000 Penalty: 3937.999512
	Iteration 2F: 3 clusters Score -243068.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -243160.093750 Penalty: 3937.999512
	Iteration 3Q: 3 clusters Score -243160.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -243220.484375 Penalty: 3937.999512
	Iteration 4Q: 3 clusters Score -243220.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -243274.968750 Penalty: 3937.999512
	Iteration 5Q: 3 clusters Score -243275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -243326.453125 Penalty: 3937.999512
	Iteration 6Q: 3 clusters Score -243326.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -243371.093750 Penalty: 3937.999512
	Iteration 7Q: 3 clusters Score -243371.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -243408.515625 Penalty: 3937.999512
	Iteration 8Q: 3 clusters Score -243408.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -243432.953125 Penalty: 3937.999512
	Iteration 9Q: 3 clusters Score -243433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -243461.312500 Penalty: 3937.999512
	Iteration 10Q: 3 clusters Score -243461.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -243478.859375 Penalty: 3937.999512
	Iteration 11Q: 3 clusters Score -243478.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -243497.062500 Penalty: 3937.999512
	Iteration 12Q: 3 clusters Score -243497.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -243513.343750 Penalty: 3937.999512
	Iteration 13Q: 3 clusters Score -243513.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -243531.937500 Penalty: 3937.999512
	Iteration 14Q: 3 clusters Score -243531.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -243546.156250 Penalty: 3937.999512
	Iteration 15Q: 3 clusters Score -243546.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -243554.531250 Penalty: 3937.999512
	Iteration 16Q: 3 clusters Score -243554.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -243558.609375 Penalty: 3937.999512
	Iteration 17Q: 3 clusters Score -243558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -243562.625000 Penalty: 3937.999512
	Iteration 18Q: 3 clusters Score -243562.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -243568.656250 Penalty: 3937.999512
	Iteration 19Q: 3 clusters Score -243568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -243574.140625 Penalty: 3937.999512
	Iteration 20F: 3 clusters Score -243574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -243576.937500 Penalty: 3937.999512
	Iteration 21Q: 3 clusters Score -243576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -243581.562500 Penalty: 3937.999512
	Iteration 22Q: 3 clusters Score -243581.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -243586.843750 Penalty: 3937.999512
	Iteration 23Q: 3 clusters Score -243586.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -243592.687500 Penalty: 3937.999512
	Iteration 24Q: 3 clusters Score -243592.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -243595.375000 Penalty: 3937.999512
	Iteration 25Q: 3 clusters Score -243595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -243596.437500 Penalty: 3937.999512
	Iteration 26Q: 3 clusters Score -243596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -243597.093750 Penalty: 3937.999512
	Iteration 27Q: 3 clusters Score -243597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -243597.093750 Penalty: 3937.999512
	Iteration 28F: 3 clusters Score -243597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Entering Unmasked Estep 
Score: -1898171.625000 Penalty: 2481.364746
	Iteration 0F: 2 clusters Score -1898172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1882665.250000 Penalty: 4962.729492
	Iteration 0F: 3 clusters Score -1882665 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1888441.250000 Penalty: 4962.729492
	Iteration 1F: 3 clusters Score -1888441 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1889210.250000 Penalty: 4962.729492
	Iteration 2F: 3 clusters Score -1889210 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1890015.250000 Penalty: 4962.729492
	Iteration 3F: 3 clusters Score -1890015 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1890836.125000 Penalty: 4962.729492
	Iteration 4F: 3 clusters Score -1890836 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1891599.875000 Penalty: 4962.729492
	Iteration 5F: 3 clusters Score -1891600 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1892311.875000 Penalty: 4962.729492
	Iteration 6F: 3 clusters Score -1892312 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1892939.125000 Penalty: 4962.729492
	Iteration 7Q: 3 clusters Score -1892939 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1893452.500000 Penalty: 4962.729492
	Iteration 8Q: 3 clusters Score -1893452 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1893853.750000 Penalty: 4962.729492
	Iteration 9Q: 3 clusters Score -1893854 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1894187.500000 Penalty: 4962.729492
	Iteration 10Q: 3 clusters Score -1894188 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1894462.500000 Penalty: 4962.729492
	Iteration 11Q: 3 clusters Score -1894462 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1894707.875000 Penalty: 4962.729492
	Iteration 12Q: 3 clusters Score -1894708 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1894915.125000 Penalty: 4962.729492
	Iteration 13Q: 3 clusters Score -1894915 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1895059.000000 Penalty: 4962.729492
	Iteration 14Q: 3 clusters Score -1895059 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1895194.250000 Penalty: 4962.729492
	Iteration 15Q: 3 clusters Score -1895194 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1895306.875000 Penalty: 4962.729492
	Iteration 16Q: 3 clusters Score -1895307 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1895377.625000 Penalty: 4962.729492
	Iteration 17Q: 3 clusters Score -1895378 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1895446.250000 Penalty: 4962.729492
	Iteration 18Q: 3 clusters Score -1895446 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1895487.750000 Penalty: 4962.729492
	Iteration 19Q: 3 clusters Score -1895488 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1895535.875000 Penalty: 4962.729492
	Iteration 20F: 3 clusters Score -1895536 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1895585.000000 Penalty: 4962.729492
	Iteration 21Q: 3 clusters Score -1895585 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1895621.000000 Penalty: 4962.729492
	Iteration 22Q: 3 clusters Score -1895621 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1895659.875000 Penalty: 4962.729492
	Iteration 23Q: 3 clusters Score -1895660 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1895689.875000 Penalty: 4962.729492
	Iteration 24Q: 3 clusters Score -1895690 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1895720.625000 Penalty: 4962.729492
	Iteration 25Q: 3 clusters Score -1895721 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1895762.625000 Penalty: 4962.729492
	Iteration 26Q: 3 clusters Score -1895763 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1895806.500000 Penalty: 4962.729492
	Iteration 27Q: 3 clusters Score -1895806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1895840.500000 Penalty: 4962.729492
	Iteration 28Q: 3 clusters Score -1895840 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1895880.625000 Penalty: 4962.729492
	Iteration 29Q: 3 clusters Score -1895881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1895916.500000 Penalty: 4962.729492
	Iteration 30Q: 3 clusters Score -1895916 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1895944.250000 Penalty: 4962.729492
	Iteration 31Q: 3 clusters Score -1895944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1895962.125000 Penalty: 4962.729492
	Iteration 32Q: 3 clusters Score -1895962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1895974.250000 Penalty: 4962.729492
	Iteration 33Q: 3 clusters Score -1895974 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1895998.000000 Penalty: 4962.729492
	Iteration 34Q: 3 clusters Score -1895998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1896002.000000 Penalty: 4962.729492
	Iteration 35Q: 3 clusters Score -1896002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1896026.125000 Penalty: 4962.729492
	Iteration 36Q: 3 clusters Score -1896026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1896043.625000 Penalty: 4962.729492
	Iteration 37Q: 3 clusters Score -1896044 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1896066.500000 Penalty: 4962.729492
	Iteration 38Q: 3 clusters Score -1896066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1896089.250000 Penalty: 4962.729492
	Iteration 39Q: 3 clusters Score -1896089 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1896113.000000 Penalty: 4962.729492
	Iteration 40F: 3 clusters Score -1896113 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1896122.375000 Penalty: 4962.729492
	Iteration 41Q: 3 clusters Score -1896122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1896142.875000 Penalty: 4962.729492
	Iteration 42Q: 3 clusters Score -1896143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1896157.625000 Penalty: 4962.729492
	Iteration 43Q: 3 clusters Score -1896158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1896178.125000 Penalty: 4962.729492
	Iteration 44Q: 3 clusters Score -1896178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1896200.500000 Penalty: 4962.729492
	Iteration 45Q: 3 clusters Score -1896200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1896223.500000 Penalty: 4962.729492
	Iteration 46Q: 3 clusters Score -1896224 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1896237.625000 Penalty: 4962.729492
	Iteration 47Q: 3 clusters Score -1896238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1896254.500000 Penalty: 4962.729492
	Iteration 48Q: 3 clusters Score -1896254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1896267.000000 Penalty: 4962.729492
	Iteration 49Q: 3 clusters Score -1896267 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -1896285.875000 Penalty: 4962.729492
	Iteration 50Q: 3 clusters Score -1896286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1896302.250000 Penalty: 4962.729492
	Iteration 51Q: 3 clusters Score -1896302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1896318.375000 Penalty: 4962.729492
	Iteration 52Q: 3 clusters Score -1896318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -1896335.500000 Penalty: 4962.729492
	Iteration 53Q: 3 clusters Score -1896336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1896343.000000 Penalty: 4962.729492
	Iteration 54Q: 3 clusters Score -1896343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -1896347.000000 Penalty: 4962.729492
	Iteration 55Q: 3 clusters Score -1896347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1896347.375000 Penalty: 4962.729492
	Iteration 56Q: 3 clusters Score -1896347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -1896355.875000 Penalty: 4962.729492
	Iteration 57Q: 3 clusters Score -1896356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1896365.875000 Penalty: 4962.729492
	Iteration 58Q: 3 clusters Score -1896366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1896371.375000 Penalty: 4962.729492
	Iteration 59Q: 3 clusters Score -1896371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1896386.625000 Penalty: 4962.729492
	Iteration 60F: 3 clusters Score -1896387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -1896392.625000 Penalty: 4962.729492
	Iteration 61Q: 3 clusters Score -1896393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1896408.750000 Penalty: 4962.729492
	Iteration 62Q: 3 clusters Score -1896409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -1896420.250000 Penalty: 4962.729492
	Iteration 63Q: 3 clusters Score -1896420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1896423.500000 Penalty: 4962.729492
	Iteration 64Q: 3 clusters Score -1896424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1896426.750000 Penalty: 4962.729492
	Iteration 65Q: 3 clusters Score -1896427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1896428.750000 Penalty: 4962.729492
	Iteration 66Q: 3 clusters Score -1896429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1896427.875000 Penalty: 4962.729492
	Iteration 67Q: 3 clusters Score -1896428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1896435.250000 Penalty: 4962.729492
	Iteration 68Q: 3 clusters Score -1896435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1896441.125000 Penalty: 4962.729492
	Iteration 69Q: 3 clusters Score -1896441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1896444.625000 Penalty: 4962.729492
	Iteration 70Q: 3 clusters Score -1896445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -1896452.875000 Penalty: 4962.729492
	Iteration 71Q: 3 clusters Score -1896453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1896460.875000 Penalty: 4962.729492
	Iteration 72Q: 3 clusters Score -1896461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1896475.500000 Penalty: 4962.729492
	Iteration 73Q: 3 clusters Score -1896476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1896483.000000 Penalty: 4962.729492
	Iteration 74Q: 3 clusters Score -1896483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1896483.500000 Penalty: 4962.729492
	Iteration 75Q: 3 clusters Score -1896484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1896488.375000 Penalty: 4962.729492
	Iteration 76Q: 3 clusters Score -1896488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1896488.375000 Penalty: 4962.729492
	Iteration 77Q: 3 clusters Score -1896488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1896494.125000 Penalty: 4962.729492
	Iteration 78Q: 3 clusters Score -1896494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1896496.250000 Penalty: 4962.729492
	Iteration 79Q: 3 clusters Score -1896496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1896498.750000 Penalty: 4962.729492
	Iteration 80F: 3 clusters Score -1896499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1896500.375000 Penalty: 4962.729492
	Iteration 81Q: 3 clusters Score -1896500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -1896502.625000 Penalty: 4962.729492
	Iteration 82Q: 3 clusters Score -1896503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1896505.750000 Penalty: 4962.729492
	Iteration 83Q: 3 clusters Score -1896506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1896507.375000 Penalty: 4962.729492
	Iteration 84Q: 3 clusters Score -1896507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1896512.250000 Penalty: 4962.729492
	Iteration 85Q: 3 clusters Score -1896512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1896518.375000 Penalty: 4962.729492
	Iteration 86Q: 3 clusters Score -1896518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1896521.125000 Penalty: 4962.729492
	Iteration 87Q: 3 clusters Score -1896521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -1896524.625000 Penalty: 4962.729492
	Iteration 88Q: 3 clusters Score -1896525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1896529.625000 Penalty: 4962.729492
	Iteration 89Q: 3 clusters Score -1896530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1896529.625000 Penalty: 4962.729492
	Iteration 90Q: 3 clusters Score -1896530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -1896531.625000 Penalty: 4962.729492
	Iteration 91Q: 3 clusters Score -1896532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -1896537.375000 Penalty: 4962.729492
	Iteration 92Q: 3 clusters Score -1896537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1896540.250000 Penalty: 4962.729492
	Iteration 93Q: 3 clusters Score -1896540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1896537.375000 Penalty: 4962.729492
	Iteration 94Q: 3 clusters Score -1896537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1896540.250000 Penalty: 4962.729492
	Iteration 95Q: 3 clusters Score -1896540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -1896541.750000 Penalty: 4962.729492
	Iteration 96Q: 3 clusters Score -1896542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1896543.000000 Penalty: 4962.729492
	Iteration 97Q: 3 clusters Score -1896543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1896542.375000 Penalty: 4962.729492
	Iteration 98Q: 3 clusters Score -1896542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1896548.250000 Penalty: 4962.729492
	Iteration 99Q: 3 clusters Score -1896548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -1896548.750000 Penalty: 4962.729492
	Iteration 100F: 3 clusters Score -1896549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1896548.125000 Penalty: 4962.729492
	Iteration 101Q: 3 clusters Score -1896548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -1896551.000000 Penalty: 4962.729492
	Iteration 102Q: 3 clusters Score -1896551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1896561.625000 Penalty: 4962.729492
	Iteration 103Q: 3 clusters Score -1896562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1896556.500000 Penalty: 4962.729492
	Iteration 104Q: 3 clusters Score -1896556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1896558.500000 Penalty: 4962.729492
	Iteration 105Q: 3 clusters Score -1896558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1896554.500000 Penalty: 4962.729492
	Iteration 106Q: 3 clusters Score -1896554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -1896557.500000 Penalty: 4962.729492
	Iteration 107Q: 3 clusters Score -1896558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1896557.500000 Penalty: 4962.729492
	Iteration 108Q: 3 clusters Score -1896558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -1896558.875000 Penalty: 4962.729492
	Iteration 109Q: 3 clusters Score -1896559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -1896558.875000 Penalty: 4962.729492
	Iteration 110F: 3 clusters Score -1896559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Entering Unmasked Estep 
Score: -6807239.500000 Penalty: 2790.969238
	Iteration 0F: 2 clusters Score -6807240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -6755423.500000 Penalty: 5581.938477
	Iteration 0F: 3 clusters Score -6755424 nChanged 36246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -6776276.000000 Penalty: 5581.938477
	Iteration 1F: 3 clusters Score -6776276 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6777439.000000 Penalty: 5581.938477
	Iteration 2Q: 3 clusters Score -6777439 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -6779055.500000 Penalty: 5581.938477
	Iteration 3Q: 3 clusters Score -6779056 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6781555.500000 Penalty: 5581.938477
	Iteration 4F: 3 clusters Score -6781556 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -6785507.000000 Penalty: 5581.938477
	Iteration 5F: 3 clusters Score -6785507 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -6791104.000000 Penalty: 5581.938477
	Iteration 6F: 3 clusters Score -6791104 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -6797250.000000 Penalty: 5581.938477
	Iteration 7F: 3 clusters Score -6797250 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -6801681.500000 Penalty: 5581.938477
	Iteration 8F: 3 clusters Score -6801682 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -6803701.500000 Penalty: 5581.938477
	Iteration 9Q: 3 clusters Score -6803702 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -6804442.500000 Penalty: 5581.938477
	Iteration 10Q: 3 clusters Score -6804442 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -6804678.500000 Penalty: 5581.938477
	Iteration 11Q: 3 clusters Score -6804678 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -6804789.000000 Penalty: 5581.938477
	Iteration 12Q: 3 clusters Score -6804789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -6804845.000000 Penalty: 5581.938477
	Iteration 13Q: 3 clusters Score -6804845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -6804874.500000 Penalty: 5581.938477
	Iteration 14Q: 3 clusters Score -6804874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -6804899.500000 Penalty: 5581.938477
	Iteration 15Q: 3 clusters Score -6804900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -6804908.500000 Penalty: 5581.938477
	Iteration 16Q: 3 clusters Score -6804908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -6804920.500000 Penalty: 5581.938477
	Iteration 17Q: 3 clusters Score -6804920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -6804945.000000 Penalty: 5581.938477
	Iteration 18Q: 3 clusters Score -6804945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -6804956.000000 Penalty: 5581.938477
	Iteration 19Q: 3 clusters Score -6804956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -6804960.000000 Penalty: 5581.938477
	Iteration 20F: 3 clusters Score -6804960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -6804964.500000 Penalty: 5581.938477
	Iteration 21Q: 3 clusters Score -6804964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -6804970.000000 Penalty: 5581.938477
	Iteration 22Q: 3 clusters Score -6804970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -6804970.500000 Penalty: 5581.938477
	Iteration 23Q: 3 clusters Score -6804970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -6804976.000000 Penalty: 5581.938477
	Iteration 24Q: 3 clusters Score -6804976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 76705 members 
Entering Unmasked Estep 
Score: -6804978.500000 Penalty: 5581.938477
	Iteration 25Q: 3 clusters Score -6804978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -6804973.500000 Penalty: 5581.938477
	Iteration 26Q: 3 clusters Score -6804974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -6804976.000000 Penalty: 5581.938477
	Iteration 27Q: 3 clusters Score -6804976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -6804972.000000 Penalty: 5581.938477
	Iteration 28Q: 3 clusters Score -6804972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -6804972.000000 Penalty: 5581.938477
	Iteration 29F: 3 clusters Score -6804972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (417479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417479 members 
Entering Unmasked Estep 
Score: -36855744.000000 Penalty: 3209.613525
	Iteration 0F: 2 clusters Score -3.685574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209008 members 
Mstep: Class 2 contains 208471 members 
Entering Unmasked Estep 
Score: -36574536.000000 Penalty: 6419.227051
	Iteration 0F: 3 clusters Score -3.657454e+07 nChanged 203071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215779 members 
Mstep: Class 2 contains 201700 members 
Entering Unmasked Estep 
Score: -36695260.000000 Penalty: 6419.227051
	Iteration 1F: 3 clusters Score -3.669526e+07 nChanged 9017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219902 members 
Mstep: Class 2 contains 197577 members 
Entering Unmasked Estep 
Score: -36696596.000000 Penalty: 6419.227051
	Iteration 2Q: 3 clusters Score -3.66966e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226530 members 
Mstep: Class 2 contains 190949 members 
Entering Unmasked Estep 
Score: -36698708.000000 Penalty: 6419.227051
	Iteration 3Q: 3 clusters Score -3.669871e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237103 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -36703184.000000 Penalty: 6419.227051
	Iteration 4Q: 3 clusters Score -3.670318e+07 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253465 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -36710764.000000 Penalty: 6419.227051
	Iteration 5Q: 3 clusters Score -3.671076e+07 nChanged 25684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277723 members 
Mstep: Class 2 contains 139756 members 
Entering Unmasked Estep 
Score: -36725944.000000 Penalty: 6419.227051
	Iteration 6F: 3 clusters Score -3.672594e+07 nChanged 33525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310226 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -36752364.000000 Penalty: 6419.227051
	Iteration 7F: 3 clusters Score -3.675236e+07 nChanged 36923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346581 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -36786128.000000 Penalty: 6419.227051
	Iteration 8F: 3 clusters Score -3.678613e+07 nChanged 31437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377754 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -36817244.000000 Penalty: 6419.227051
	Iteration 9F: 3 clusters Score -3.681724e+07 nChanged 20179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397809 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -36836476.000000 Penalty: 6419.227051
	Iteration 10Q: 3 clusters Score -3.683648e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408231 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -36845400.000000 Penalty: 6419.227051
	Iteration 11Q: 3 clusters Score -3.68454e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413145 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -36849604.000000 Penalty: 6419.227051
	Iteration 12Q: 3 clusters Score -3.68496e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415311 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -36851312.000000 Penalty: 6419.227051
	Iteration 13Q: 3 clusters Score -3.685131e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416210 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -36852220.000000 Penalty: 6419.227051
	Iteration 14Q: 3 clusters Score -3.685222e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416568 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -36852696.000000 Penalty: 6419.227051
	Iteration 15Q: 3 clusters Score -3.68527e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416730 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -36852864.000000 Penalty: 6419.227051
	Iteration 16Q: 3 clusters Score -3.685286e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416814 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -36852992.000000 Penalty: 6419.227051
	Iteration 17Q: 3 clusters Score -3.685299e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416853 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -36853032.000000 Penalty: 6419.227051
	Iteration 18Q: 3 clusters Score -3.685303e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416854 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -36853140.000000 Penalty: 6419.227051
	Iteration 19Q: 3 clusters Score -3.685314e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36853188.000000 Penalty: 6419.227051
	Iteration 20F: 3 clusters Score -3.685319e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416871 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -36853184.000000 Penalty: 6419.227051
	Iteration 21Q: 3 clusters Score -3.685318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416883 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -36853224.000000 Penalty: 6419.227051
	Iteration 22Q: 3 clusters Score -3.685322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416893 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -36853240.000000 Penalty: 6419.227051
	Iteration 23Q: 3 clusters Score -3.685324e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416897 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -36853316.000000 Penalty: 6419.227051
	Iteration 24Q: 3 clusters Score -3.685332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416905 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -36853320.000000 Penalty: 6419.227051
	Iteration 25Q: 3 clusters Score -3.685332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416906 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -36853344.000000 Penalty: 6419.227051
	Iteration 26Q: 3 clusters Score -3.685334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416900 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -36853328.000000 Penalty: 6419.227051
	Iteration 27Q: 3 clusters Score -3.685333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416902 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -36853344.000000 Penalty: 6419.227051
	Iteration 28Q: 3 clusters Score -3.685334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416902 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -36853336.000000 Penalty: 6419.227051
	Iteration 29Q: 3 clusters Score -3.685334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416904 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -36853356.000000 Penalty: 6419.227051
	Iteration 30Q: 3 clusters Score -3.685336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416906 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -36853352.000000 Penalty: 6419.227051
	Iteration 31Q: 3 clusters Score -3.685335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416904 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -36853384.000000 Penalty: 6419.227051
	Iteration 32Q: 3 clusters Score -3.685338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416899 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -36853372.000000 Penalty: 6419.227051
	Iteration 33Q: 3 clusters Score -3.685337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416890 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -36853360.000000 Penalty: 6419.227051
	Iteration 34Q: 3 clusters Score -3.685336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416884 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -36853356.000000 Penalty: 6419.227051
	Iteration 35Q: 3 clusters Score -3.685336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416880 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36853384.000000 Penalty: 6419.227051
	Iteration 36Q: 3 clusters Score -3.685338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416880 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36853400.000000 Penalty: 6419.227051
	Iteration 37Q: 3 clusters Score -3.68534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416879 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36853376.000000 Penalty: 6419.227051
	Iteration 38Q: 3 clusters Score -3.685338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416879 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36853412.000000 Penalty: 6419.227051
	Iteration 39Q: 3 clusters Score -3.685341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416880 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36853412.000000 Penalty: 6419.227051
	Iteration 40F: 3 clusters Score -3.685341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416880 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36853408.000000 Penalty: 6419.227051
	Iteration 41Q: 3 clusters Score -3.685341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416878 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -36853404.000000 Penalty: 6419.227051
	Iteration 42Q: 3 clusters Score -3.68534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416879 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36853420.000000 Penalty: 6419.227051
	Iteration 43Q: 3 clusters Score -3.685342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416879 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36853412.000000 Penalty: 6419.227051
	Iteration 44Q: 3 clusters Score -3.685341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416876 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36853420.000000 Penalty: 6419.227051
	Iteration 45Q: 3 clusters Score -3.685342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416876 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36853436.000000 Penalty: 6419.227051
	Iteration 46Q: 3 clusters Score -3.685344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416877 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -36853412.000000 Penalty: 6419.227051
	Iteration 47Q: 3 clusters Score -3.685341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416874 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -36853412.000000 Penalty: 6419.227051
	Iteration 48Q: 3 clusters Score -3.685341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416868 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -36853440.000000 Penalty: 6419.227051
	Iteration 49Q: 3 clusters Score -3.685344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416863 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -36853408.000000 Penalty: 6419.227051
	Iteration 50Q: 3 clusters Score -3.685341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416861 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36853420.000000 Penalty: 6419.227051
	Iteration 51Q: 3 clusters Score -3.685342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416858 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -36853436.000000 Penalty: 6419.227051
	Iteration 52Q: 3 clusters Score -3.685344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416858 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -36853436.000000 Penalty: 6419.227051
	Iteration 53F: 3 clusters Score -3.685344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Entering Unmasked Estep 
Score: -5683172.500000 Penalty: 2744.402344
	Iteration 0F: 2 clusters Score -5683172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5640639.000000 Penalty: 5488.804688
	Iteration 0F: 3 clusters Score -5640639 nChanged 29622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -5657260.000000 Penalty: 5488.804688
	Iteration 1F: 3 clusters Score -5657260 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -5657943.000000 Penalty: 5488.804688
	Iteration 2Q: 3 clusters Score -5657943 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -5658679.500000 Penalty: 5488.804688
	Iteration 3Q: 3 clusters Score -5658680 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -5659723.500000 Penalty: 5488.804688
	Iteration 4Q: 3 clusters Score -5659724 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5661445.500000 Penalty: 5488.804688
	Iteration 5F: 3 clusters Score -5661446 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5664218.000000 Penalty: 5488.804688
	Iteration 6F: 3 clusters Score -5664218 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -5668183.000000 Penalty: 5488.804688
	Iteration 7F: 3 clusters Score -5668183 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -5672531.000000 Penalty: 5488.804688
	Iteration 8F: 3 clusters Score -5672531 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5676319.500000 Penalty: 5488.804688
	Iteration 9F: 3 clusters Score -5676320 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5678540.000000 Penalty: 5488.804688
	Iteration 10Q: 3 clusters Score -5678540 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5679650.000000 Penalty: 5488.804688
	Iteration 11Q: 3 clusters Score -5679650 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5680183.500000 Penalty: 5488.804688
	Iteration 12Q: 3 clusters Score -5680184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5680505.500000 Penalty: 5488.804688
	Iteration 13Q: 3 clusters Score -5680506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5680647.500000 Penalty: 5488.804688
	Iteration 14Q: 3 clusters Score -5680648 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63363 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5680720.000000 Penalty: 5488.804688
	Iteration 15Q: 3 clusters Score -5680720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5680776.500000 Penalty: 5488.804688
	Iteration 16Q: 3 clusters Score -5680776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5680800.500000 Penalty: 5488.804688
	Iteration 17Q: 3 clusters Score -5680800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5680822.500000 Penalty: 5488.804688
	Iteration 18Q: 3 clusters Score -5680822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5680833.500000 Penalty: 5488.804688
	Iteration 19Q: 3 clusters Score -5680834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5680848.000000 Penalty: 5488.804688
	Iteration 20F: 3 clusters Score -5680848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5680853.500000 Penalty: 5488.804688
	Iteration 21Q: 3 clusters Score -5680854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5680855.500000 Penalty: 5488.804688
	Iteration 22Q: 3 clusters Score -5680856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5680885.500000 Penalty: 5488.804688
	Iteration 23Q: 3 clusters Score -5680886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5680893.500000 Penalty: 5488.804688
	Iteration 24Q: 3 clusters Score -5680894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5680904.000000 Penalty: 5488.804688
	Iteration 25Q: 3 clusters Score -5680904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5680917.500000 Penalty: 5488.804688
	Iteration 26Q: 3 clusters Score -5680918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5680916.000000 Penalty: 5488.804688
	Iteration 27Q: 3 clusters Score -5680916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5680918.500000 Penalty: 5488.804688
	Iteration 28Q: 3 clusters Score -5680918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5680919.000000 Penalty: 5488.804688
	Iteration 29Q: 3 clusters Score -5680919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5680925.500000 Penalty: 5488.804688
	Iteration 30Q: 3 clusters Score -5680926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5680921.500000 Penalty: 5488.804688
	Iteration 31Q: 3 clusters Score -5680922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5680923.500000 Penalty: 5488.804688
	Iteration 32Q: 3 clusters Score -5680924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5680923.000000 Penalty: 5488.804688
	Iteration 33Q: 3 clusters Score -5680923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5680927.000000 Penalty: 5488.804688
	Iteration 34Q: 3 clusters Score -5680927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5680925.500000 Penalty: 5488.804688
	Iteration 35Q: 3 clusters Score -5680926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5680925.500000 Penalty: 5488.804688
	Iteration 36F: 3 clusters Score -5680926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (322667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322667 members 
Entering Unmasked Estep 
Score: -28509870.000000 Penalty: 3145.725098
	Iteration 0F: 2 clusters Score -2.850987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 161023 members 
Entering Unmasked Estep 
Score: -28293462.000000 Penalty: 6291.450195
	Iteration 0F: 3 clusters Score -2.829346e+07 nChanged 156442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -28385162.000000 Penalty: 6291.450195
	Iteration 1F: 3 clusters Score -2.838516e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176864 members 
Mstep: Class 2 contains 145803 members 
Entering Unmasked Estep 
Score: -28387224.000000 Penalty: 6291.450195
	Iteration 2Q: 3 clusters Score -2.838722e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186066 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -28391070.000000 Penalty: 6291.450195
	Iteration 3Q: 3 clusters Score -2.839107e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200237 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -28398520.000000 Penalty: 6291.450195
	Iteration 4F: 3 clusters Score -2.839852e+07 nChanged 22019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220756 members 
Mstep: Class 2 contains 101911 members 
Entering Unmasked Estep 
Score: -28412422.000000 Penalty: 6291.450195
	Iteration 5F: 3 clusters Score -2.841242e+07 nChanged 27453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247389 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -28434266.000000 Penalty: 6291.450195
	Iteration 6F: 3 clusters Score -2.843427e+07 nChanged 28762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275835 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -28461430.000000 Penalty: 6291.450195
	Iteration 7F: 3 clusters Score -2.846143e+07 nChanged 23110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298883 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -28484604.000000 Penalty: 6291.450195
	Iteration 8F: 3 clusters Score -2.84846e+07 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312497 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -28497910.000000 Penalty: 6291.450195
	Iteration 9Q: 3 clusters Score -2.849791e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318570 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -28503650.000000 Penalty: 6291.450195
	Iteration 10Q: 3 clusters Score -2.850365e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320828 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -28505746.000000 Penalty: 6291.450195
	Iteration 11Q: 3 clusters Score -2.850575e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321600 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -28506522.000000 Penalty: 6291.450195
	Iteration 12Q: 3 clusters Score -2.850652e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321840 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -28506802.000000 Penalty: 6291.450195
	Iteration 13Q: 3 clusters Score -2.85068e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321943 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -28506982.000000 Penalty: 6291.450195
	Iteration 14Q: 3 clusters Score -2.850698e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321983 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -28507124.000000 Penalty: 6291.450195
	Iteration 15Q: 3 clusters Score -2.850712e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321999 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -28507170.000000 Penalty: 6291.450195
	Iteration 16Q: 3 clusters Score -2.850717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321996 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -28507210.000000 Penalty: 6291.450195
	Iteration 17Q: 3 clusters Score -2.850721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321989 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28507204.000000 Penalty: 6291.450195
	Iteration 18Q: 3 clusters Score -2.85072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321986 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -28507226.000000 Penalty: 6291.450195
	Iteration 19Q: 3 clusters Score -2.850723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321986 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -28507254.000000 Penalty: 6291.450195
	Iteration 20F: 3 clusters Score -2.850725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321984 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28507286.000000 Penalty: 6291.450195
	Iteration 21Q: 3 clusters Score -2.850729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321984 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28507300.000000 Penalty: 6291.450195
	Iteration 22Q: 3 clusters Score -2.85073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321985 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -28507300.000000 Penalty: 6291.450195
	Iteration 23Q: 3 clusters Score -2.85073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321986 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -28507322.000000 Penalty: 6291.450195
	Iteration 24Q: 3 clusters Score -2.850732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321984 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28507316.000000 Penalty: 6291.450195
	Iteration 25Q: 3 clusters Score -2.850732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321982 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -28507324.000000 Penalty: 6291.450195
	Iteration 26Q: 3 clusters Score -2.850732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321978 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -28507318.000000 Penalty: 6291.450195
	Iteration 27Q: 3 clusters Score -2.850732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -28507312.000000 Penalty: 6291.450195
	Iteration 28Q: 3 clusters Score -2.850731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321972 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -28507316.000000 Penalty: 6291.450195
	Iteration 29Q: 3 clusters Score -2.850732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321972 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -28507316.000000 Penalty: 6291.450195
	Iteration 30Q: 3 clusters Score -2.850732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321971 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -28507322.000000 Penalty: 6291.450195
	Iteration 31Q: 3 clusters Score -2.850732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321971 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -28507322.000000 Penalty: 6291.450195
	Iteration 32F: 3 clusters Score -2.850732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Entering Unmasked Estep 
Score: -2310232.750000 Penalty: 2524.795410
	Iteration 0F: 2 clusters Score -2310233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2291935.000000 Penalty: 5049.590820
	Iteration 0F: 3 clusters Score -2291935 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2298548.750000 Penalty: 5049.590820
	Iteration 1F: 3 clusters Score -2298549 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2299215.500000 Penalty: 5049.590820
	Iteration 2F: 3 clusters Score -2299216 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2299975.000000 Penalty: 5049.590820
	Iteration 3F: 3 clusters Score -2299975 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2300922.750000 Penalty: 5049.590820
	Iteration 4F: 3 clusters Score -2300923 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2302180.000000 Penalty: 5049.590820
	Iteration 5F: 3 clusters Score -2302180 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2303625.000000 Penalty: 5049.590820
	Iteration 6F: 3 clusters Score -2303625 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2305115.750000 Penalty: 5049.590820
	Iteration 7F: 3 clusters Score -2305116 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2306256.750000 Penalty: 5049.590820
	Iteration 8F: 3 clusters Score -2306257 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2306973.000000 Penalty: 5049.590820
	Iteration 9Q: 3 clusters Score -2306973 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2307430.000000 Penalty: 5049.590820
	Iteration 10Q: 3 clusters Score -2307430 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2307700.500000 Penalty: 5049.590820
	Iteration 11Q: 3 clusters Score -2307700 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2307859.500000 Penalty: 5049.590820
	Iteration 12Q: 3 clusters Score -2307860 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2307969.500000 Penalty: 5049.590820
	Iteration 13Q: 3 clusters Score -2307970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2308039.250000 Penalty: 5049.590820
	Iteration 14Q: 3 clusters Score -2308039 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2308086.000000 Penalty: 5049.590820
	Iteration 15Q: 3 clusters Score -2308086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2308126.750000 Penalty: 5049.590820
	Iteration 16Q: 3 clusters Score -2308127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2308198.750000 Penalty: 5049.590820
	Iteration 17Q: 3 clusters Score -2308199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2308240.000000 Penalty: 5049.590820
	Iteration 18Q: 3 clusters Score -2308240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2308283.000000 Penalty: 5049.590820
	Iteration 19Q: 3 clusters Score -2308283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2308301.250000 Penalty: 5049.590820
	Iteration 20F: 3 clusters Score -2308301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2308323.000000 Penalty: 5049.590820
	Iteration 21Q: 3 clusters Score -2308323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2308348.000000 Penalty: 5049.590820
	Iteration 22Q: 3 clusters Score -2308348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2308377.250000 Penalty: 5049.590820
	Iteration 23Q: 3 clusters Score -2308377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2308405.000000 Penalty: 5049.590820
	Iteration 24Q: 3 clusters Score -2308405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2308426.250000 Penalty: 5049.590820
	Iteration 25Q: 3 clusters Score -2308426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2308452.250000 Penalty: 5049.590820
	Iteration 26Q: 3 clusters Score -2308452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2308471.750000 Penalty: 5049.590820
	Iteration 27Q: 3 clusters Score -2308472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2308495.500000 Penalty: 5049.590820
	Iteration 28Q: 3 clusters Score -2308496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2308521.500000 Penalty: 5049.590820
	Iteration 29Q: 3 clusters Score -2308522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2308538.750000 Penalty: 5049.590820
	Iteration 30Q: 3 clusters Score -2308539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2308544.750000 Penalty: 5049.590820
	Iteration 31Q: 3 clusters Score -2308545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2308551.000000 Penalty: 5049.590820
	Iteration 32Q: 3 clusters Score -2308551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2308561.750000 Penalty: 5049.590820
	Iteration 33Q: 3 clusters Score -2308562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2308564.500000 Penalty: 5049.590820
	Iteration 34Q: 3 clusters Score -2308564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2308570.000000 Penalty: 5049.590820
	Iteration 35Q: 3 clusters Score -2308570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2308573.750000 Penalty: 5049.590820
	Iteration 36Q: 3 clusters Score -2308574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2308575.750000 Penalty: 5049.590820
	Iteration 37Q: 3 clusters Score -2308576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2308575.750000 Penalty: 5049.590820
	Iteration 38Q: 3 clusters Score -2308576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2308577.250000 Penalty: 5049.590820
	Iteration 39Q: 3 clusters Score -2308577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2308577.500000 Penalty: 5049.590820
	Iteration 40F: 3 clusters Score -2308578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Entering Unmasked Estep 
Score: -761461.250000 Penalty: 2267.841064
	Iteration 0F: 2 clusters Score -761461.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -754222.062500 Penalty: 4535.682129
	Iteration 0F: 3 clusters Score -754222.1 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -756583.875000 Penalty: 4535.682129
	Iteration 1F: 3 clusters Score -756583.9 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -757401.375000 Penalty: 4535.682129
	Iteration 2F: 3 clusters Score -757401.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -758436.562500 Penalty: 4535.682129
	Iteration 3F: 3 clusters Score -758436.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -759524.062500 Penalty: 4535.682129
	Iteration 4F: 3 clusters Score -759524.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -760699.187500 Penalty: 4535.682129
	Iteration 5F: 3 clusters Score -760699.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -761969.625000 Penalty: 4535.682129
	Iteration 6F: 3 clusters Score -761969.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -763369.937500 Penalty: 4535.682129
	Iteration 7F: 3 clusters Score -763369.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -764282.187500 Penalty: 4535.682129
	Iteration 8F: 3 clusters Score -764282.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -764502.562500 Penalty: 4535.682129
	Iteration 9Q: 3 clusters Score -764502.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -764549.125000 Penalty: 4535.682129
	Iteration 10Q: 3 clusters Score -764549.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -764565.125000 Penalty: 4535.682129
	Iteration 11Q: 3 clusters Score -764565.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -764578.875000 Penalty: 4535.682129
	Iteration 12Q: 3 clusters Score -764578.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -764590.000000 Penalty: 4535.682129
	Iteration 13Q: 3 clusters Score -764590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -764607.375000 Penalty: 4535.682129
	Iteration 14Q: 3 clusters Score -764607.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -764634.625000 Penalty: 4535.682129
	Iteration 15Q: 3 clusters Score -764634.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -764660.625000 Penalty: 4535.682129
	Iteration 16Q: 3 clusters Score -764660.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -764701.187500 Penalty: 4535.682129
	Iteration 17Q: 3 clusters Score -764701.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -764770.812500 Penalty: 4535.682129
	Iteration 18Q: 3 clusters Score -764770.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -764881.812500 Penalty: 4535.682129
	Iteration 19Q: 3 clusters Score -764881.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -764978.062500 Penalty: 4535.682129
	Iteration 20F: 3 clusters Score -764978.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -765025.375000 Penalty: 4535.682129
	Iteration 21Q: 3 clusters Score -765025.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -765044.062500 Penalty: 4535.682129
	Iteration 22Q: 3 clusters Score -765044.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -765057.937500 Penalty: 4535.682129
	Iteration 23Q: 3 clusters Score -765057.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -765062.000000 Penalty: 4535.682129
	Iteration 24Q: 3 clusters Score -765062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -765061.312500 Penalty: 4535.682129
	Iteration 25Q: 3 clusters Score -765061.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -765063.312500 Penalty: 4535.682129
	Iteration 26Q: 3 clusters Score -765063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -765063.250000 Penalty: 4535.682129
	Iteration 27Q: 3 clusters Score -765063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -765066.500000 Penalty: 4535.682129
	Iteration 28Q: 3 clusters Score -765066.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -765066.500000 Penalty: 4535.682129
	Iteration 29F: 3 clusters Score -765066.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 77181 members 
Mstep: Class 5 contains 417479 members 
Mstep: Class 6 contains 63968 members 
Mstep: Class 7 contains 322667 members 
Mstep: Class 8 contains 26387 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 35377 members 
Mstep: Class 17 contains 102772 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 18326 members 
Mstep: Class 24 contains 27254 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 29579 members 
Mstep: Class 27 contains 8436 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 9201 members 
Mstep: Class 31 contains 6790 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 9661 members 
Mstep: Class 34 contains 3776 members 
Entering Unmasked Estep 
Score: -112988792.000000 Penalty: 118901.742188
Splitting cluster 9 changes total score from -112986144.000000 to -112988792.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 10 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -757977.375000 Penalty: 2247.767578
	Iteration 0F: 2 clusters Score -757977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -751137.375000 Penalty: 4495.535156
	Iteration 0F: 3 clusters Score -751137.4 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -753071.375000 Penalty: 4495.535156
	Iteration 1F: 3 clusters Score -753071.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -753309.125000 Penalty: 4495.535156
	Iteration 2F: 3 clusters Score -753309.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -753475.062500 Penalty: 4495.535156
	Iteration 3Q: 3 clusters Score -753475.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -753603.500000 Penalty: 4495.535156
	Iteration 4Q: 3 clusters Score -753603.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -753742.375000 Penalty: 4495.535156
	Iteration 5Q: 3 clusters Score -753742.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -753898.750000 Penalty: 4495.535156
	Iteration 6Q: 3 clusters Score -753898.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -754080.562500 Penalty: 4495.535156
	Iteration 7Q: 3 clusters Score -754080.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -754296.625000 Penalty: 4495.535156
	Iteration 8Q: 3 clusters Score -754296.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -754542.187500 Penalty: 4495.535156
	Iteration 9Q: 3 clusters Score -754542.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -754801.187500 Penalty: 4495.535156
	Iteration 10Q: 3 clusters Score -754801.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -755031.000000 Penalty: 4495.535156
	Iteration 11Q: 3 clusters Score -755031 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -755222.437500 Penalty: 4495.535156
	Iteration 12Q: 3 clusters Score -755222.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -755409.687500 Penalty: 4495.535156
	Iteration 13Q: 3 clusters Score -755409.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -755587.187500 Penalty: 4495.535156
	Iteration 14Q: 3 clusters Score -755587.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -755736.562500 Penalty: 4495.535156
	Iteration 15Q: 3 clusters Score -755736.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -755855.875000 Penalty: 4495.535156
	Iteration 16Q: 3 clusters Score -755855.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -755933.625000 Penalty: 4495.535156
	Iteration 17Q: 3 clusters Score -755933.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -756003.250000 Penalty: 4495.535156
	Iteration 18Q: 3 clusters Score -756003.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -756049.875000 Penalty: 4495.535156
	Iteration 19Q: 3 clusters Score -756049.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -756082.875000 Penalty: 4495.535156
	Iteration 20F: 3 clusters Score -756082.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -756107.687500 Penalty: 4495.535156
	Iteration 21Q: 3 clusters Score -756107.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -756127.687500 Penalty: 4495.535156
	Iteration 22Q: 3 clusters Score -756127.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -756140.812500 Penalty: 4495.535156
	Iteration 23Q: 3 clusters Score -756140.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -756155.250000 Penalty: 4495.535156
	Iteration 24Q: 3 clusters Score -756155.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -756164.687500 Penalty: 4495.535156
	Iteration 25Q: 3 clusters Score -756164.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -756171.750000 Penalty: 4495.535156
	Iteration 26Q: 3 clusters Score -756171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -756176.562500 Penalty: 4495.535156
	Iteration 27Q: 3 clusters Score -756176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -756178.437500 Penalty: 4495.535156
	Iteration 28Q: 3 clusters Score -756178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -756178.812500 Penalty: 4495.535156
	Iteration 29Q: 3 clusters Score -756178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -756179.062500 Penalty: 4495.535156
	Iteration 30Q: 3 clusters Score -756179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -756179.500000 Penalty: 4495.535156
	Iteration 31Q: 3 clusters Score -756179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -756179.500000 Penalty: 4495.535156
	Iteration 32F: 3 clusters Score -756179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -652083.437500 Penalty: 2218.733154
	Iteration 0F: 2 clusters Score -652083.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -645937.062500 Penalty: 4437.466309
	Iteration 0F: 3 clusters Score -645937.1 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -647569.062500 Penalty: 4437.466309
	Iteration 1F: 3 clusters Score -647569.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -647831.500000 Penalty: 4437.466309
	Iteration 2F: 3 clusters Score -647831.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -648074.062500 Penalty: 4437.466309
	Iteration 3Q: 3 clusters Score -648074.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -648334.437500 Penalty: 4437.466309
	Iteration 4Q: 3 clusters Score -648334.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -648637.375000 Penalty: 4437.466309
	Iteration 5Q: 3 clusters Score -648637.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -648979.937500 Penalty: 4437.466309
	Iteration 6F: 3 clusters Score -648979.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -649383.250000 Penalty: 4437.466309
	Iteration 7F: 3 clusters Score -649383.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -649824.875000 Penalty: 4437.466309
	Iteration 8F: 3 clusters Score -649824.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -650248.437500 Penalty: 4437.466309
	Iteration 9F: 3 clusters Score -650248.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -650582.500000 Penalty: 4437.466309
	Iteration 10F: 3 clusters Score -650582.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -650844.250000 Penalty: 4437.466309
	Iteration 11Q: 3 clusters Score -650844.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -651023.750000 Penalty: 4437.466309
	Iteration 12Q: 3 clusters Score -651023.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -651146.687500 Penalty: 4437.466309
	Iteration 13Q: 3 clusters Score -651146.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -651255.000000 Penalty: 4437.466309
	Iteration 14Q: 3 clusters Score -651255 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -651345.750000 Penalty: 4437.466309
	Iteration 15Q: 3 clusters Score -651345.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -651413.562500 Penalty: 4437.466309
	Iteration 16Q: 3 clusters Score -651413.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -651455.375000 Penalty: 4437.466309
	Iteration 17Q: 3 clusters Score -651455.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -651489.125000 Penalty: 4437.466309
	Iteration 18Q: 3 clusters Score -651489.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -651515.625000 Penalty: 4437.466309
	Iteration 19Q: 3 clusters Score -651515.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -651537.812500 Penalty: 4437.466309
	Iteration 20F: 3 clusters Score -651537.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -651553.562500 Penalty: 4437.466309
	Iteration 21Q: 3 clusters Score -651553.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -651564.375000 Penalty: 4437.466309
	Iteration 22Q: 3 clusters Score -651564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -651572.625000 Penalty: 4437.466309
	Iteration 23Q: 3 clusters Score -651572.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -651578.187500 Penalty: 4437.466309
	Iteration 24Q: 3 clusters Score -651578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -651579.750000 Penalty: 4437.466309
	Iteration 25Q: 3 clusters Score -651579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -651581.875000 Penalty: 4437.466309
	Iteration 26Q: 3 clusters Score -651581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -651580.875000 Penalty: 4437.466309
	Iteration 27Q: 3 clusters Score -651580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -651582.875000 Penalty: 4437.466309
	Iteration 28Q: 3 clusters Score -651582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -651584.437500 Penalty: 4437.466309
	Iteration 29Q: 3 clusters Score -651584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -651584.875000 Penalty: 4437.466309
	Iteration 30Q: 3 clusters Score -651584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -651584.750000 Penalty: 4437.466309
	Iteration 31Q: 3 clusters Score -651584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -651584.125000 Penalty: 4437.466309
	Iteration 32Q: 3 clusters Score -651584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -651585.437500 Penalty: 4437.466309
	Iteration 33Q: 3 clusters Score -651585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -651585.250000 Penalty: 4437.466309
	Iteration 34Q: 3 clusters Score -651585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -651587.687500 Penalty: 4437.466309
	Iteration 35Q: 3 clusters Score -651587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -651588.500000 Penalty: 4437.466309
	Iteration 36Q: 3 clusters Score -651588.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -651589.125000 Penalty: 4437.466309
	Iteration 37Q: 3 clusters Score -651589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -651590.625000 Penalty: 4437.466309
	Iteration 38Q: 3 clusters Score -651590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -651590.250000 Penalty: 4437.466309
	Iteration 39Q: 3 clusters Score -651590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -651590.250000 Penalty: 4437.466309
	Iteration 40F: 3 clusters Score -651590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Entering Unmasked Estep 
Score: -1501865.250000 Penalty: 2417.243896
	Iteration 0F: 2 clusters Score -1501865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1489577.125000 Penalty: 4834.487793
	Iteration 0F: 3 clusters Score -1489577 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1493590.125000 Penalty: 4834.487793
	Iteration 1F: 3 clusters Score -1493590 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1494069.875000 Penalty: 4834.487793
	Iteration 2F: 3 clusters Score -1494070 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1494450.750000 Penalty: 4834.487793
	Iteration 3F: 3 clusters Score -1494451 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1494756.500000 Penalty: 4834.487793
	Iteration 4Q: 3 clusters Score -1494756 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1495015.250000 Penalty: 4834.487793
	Iteration 5Q: 3 clusters Score -1495015 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1495280.250000 Penalty: 4834.487793
	Iteration 6Q: 3 clusters Score -1495280 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1495562.875000 Penalty: 4834.487793
	Iteration 7Q: 3 clusters Score -1495563 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1495931.250000 Penalty: 4834.487793
	Iteration 8Q: 3 clusters Score -1495931 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1496417.500000 Penalty: 4834.487793
	Iteration 9Q: 3 clusters Score -1496418 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1497013.125000 Penalty: 4834.487793
	Iteration 10Q: 3 clusters Score -1497013 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1497663.750000 Penalty: 4834.487793
	Iteration 11F: 3 clusters Score -1497664 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1498244.375000 Penalty: 4834.487793
	Iteration 12Q: 3 clusters Score -1498244 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1498762.625000 Penalty: 4834.487793
	Iteration 13Q: 3 clusters Score -1498763 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1499143.250000 Penalty: 4834.487793
	Iteration 14Q: 3 clusters Score -1499143 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1499388.250000 Penalty: 4834.487793
	Iteration 15Q: 3 clusters Score -1499388 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1499571.250000 Penalty: 4834.487793
	Iteration 16Q: 3 clusters Score -1499571 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1499691.875000 Penalty: 4834.487793
	Iteration 17Q: 3 clusters Score -1499692 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1499774.125000 Penalty: 4834.487793
	Iteration 18Q: 3 clusters Score -1499774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1499846.625000 Penalty: 4834.487793
	Iteration 19Q: 3 clusters Score -1499847 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1499912.500000 Penalty: 4834.487793
	Iteration 20F: 3 clusters Score -1499912 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1499977.875000 Penalty: 4834.487793
	Iteration 21Q: 3 clusters Score -1499978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1500034.625000 Penalty: 4834.487793
	Iteration 22Q: 3 clusters Score -1500035 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1500096.500000 Penalty: 4834.487793
	Iteration 23Q: 3 clusters Score -1500096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1500149.125000 Penalty: 4834.487793
	Iteration 24Q: 3 clusters Score -1500149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1500187.375000 Penalty: 4834.487793
	Iteration 25Q: 3 clusters Score -1500187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1500216.875000 Penalty: 4834.487793
	Iteration 26Q: 3 clusters Score -1500217 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1500245.625000 Penalty: 4834.487793
	Iteration 27Q: 3 clusters Score -1500246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1500259.250000 Penalty: 4834.487793
	Iteration 28Q: 3 clusters Score -1500259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1500273.125000 Penalty: 4834.487793
	Iteration 29Q: 3 clusters Score -1500273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1500286.250000 Penalty: 4834.487793
	Iteration 30Q: 3 clusters Score -1500286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1500298.625000 Penalty: 4834.487793
	Iteration 31Q: 3 clusters Score -1500299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1500305.250000 Penalty: 4834.487793
	Iteration 32Q: 3 clusters Score -1500305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1500310.500000 Penalty: 4834.487793
	Iteration 33Q: 3 clusters Score -1500310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1500319.375000 Penalty: 4834.487793
	Iteration 34Q: 3 clusters Score -1500319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1500322.125000 Penalty: 4834.487793
	Iteration 35Q: 3 clusters Score -1500322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1500332.125000 Penalty: 4834.487793
	Iteration 36Q: 3 clusters Score -1500332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1500332.875000 Penalty: 4834.487793
	Iteration 37Q: 3 clusters Score -1500333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1500338.625000 Penalty: 4834.487793
	Iteration 38Q: 3 clusters Score -1500339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1500342.625000 Penalty: 4834.487793
	Iteration 39Q: 3 clusters Score -1500343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1500344.875000 Penalty: 4834.487793
	Iteration 40F: 3 clusters Score -1500345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1500350.250000 Penalty: 4834.487793
	Iteration 41Q: 3 clusters Score -1500350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1500349.625000 Penalty: 4834.487793
	Iteration 42Q: 3 clusters Score -1500350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1500350.625000 Penalty: 4834.487793
	Iteration 43Q: 3 clusters Score -1500351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1500349.750000 Penalty: 4834.487793
	Iteration 44Q: 3 clusters Score -1500350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1500355.625000 Penalty: 4834.487793
	Iteration 45Q: 3 clusters Score -1500356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1500354.250000 Penalty: 4834.487793
	Iteration 46Q: 3 clusters Score -1500354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1500355.750000 Penalty: 4834.487793
	Iteration 47Q: 3 clusters Score -1500356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1500359.250000 Penalty: 4834.487793
	Iteration 48Q: 3 clusters Score -1500359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1500359.125000 Penalty: 4834.487793
	Iteration 49Q: 3 clusters Score -1500359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1500360.375000 Penalty: 4834.487793
	Iteration 50Q: 3 clusters Score -1500360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1500361.875000 Penalty: 4834.487793
	Iteration 51Q: 3 clusters Score -1500362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1500363.500000 Penalty: 4834.487793
	Iteration 52Q: 3 clusters Score -1500364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1500363.500000 Penalty: 4834.487793
	Iteration 53F: 3 clusters Score -1500364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Entering Unmasked Estep 
Score: -1402795.250000 Penalty: 2391.310791
	Iteration 0F: 2 clusters Score -1402795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1391650.750000 Penalty: 4782.621582
	Iteration 0F: 3 clusters Score -1391651 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1395144.000000 Penalty: 4782.621582
	Iteration 1F: 3 clusters Score -1395144 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1395482.375000 Penalty: 4782.621582
	Iteration 2F: 3 clusters Score -1395482 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1395722.625000 Penalty: 4782.621582
	Iteration 3Q: 3 clusters Score -1395723 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1395900.875000 Penalty: 4782.621582
	Iteration 4Q: 3 clusters Score -1395901 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1396051.750000 Penalty: 4782.621582
	Iteration 5Q: 3 clusters Score -1396052 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1396186.750000 Penalty: 4782.621582
	Iteration 6Q: 3 clusters Score -1396187 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1396343.625000 Penalty: 4782.621582
	Iteration 7Q: 3 clusters Score -1396344 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1396518.000000 Penalty: 4782.621582
	Iteration 8Q: 3 clusters Score -1396518 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1396691.750000 Penalty: 4782.621582
	Iteration 9Q: 3 clusters Score -1396692 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1396895.125000 Penalty: 4782.621582
	Iteration 10Q: 3 clusters Score -1396895 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1397117.625000 Penalty: 4782.621582
	Iteration 11Q: 3 clusters Score -1397118 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1397391.250000 Penalty: 4782.621582
	Iteration 12Q: 3 clusters Score -1397391 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1397733.125000 Penalty: 4782.621582
	Iteration 13Q: 3 clusters Score -1397733 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1398119.750000 Penalty: 4782.621582
	Iteration 14Q: 3 clusters Score -1398120 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1398497.625000 Penalty: 4782.621582
	Iteration 15Q: 3 clusters Score -1398498 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1398835.750000 Penalty: 4782.621582
	Iteration 16Q: 3 clusters Score -1398836 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1399154.625000 Penalty: 4782.621582
	Iteration 17Q: 3 clusters Score -1399155 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1399404.125000 Penalty: 4782.621582
	Iteration 18Q: 3 clusters Score -1399404 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1399589.750000 Penalty: 4782.621582
	Iteration 19Q: 3 clusters Score -1399590 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1399752.500000 Penalty: 4782.621582
	Iteration 20F: 3 clusters Score -1399752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1399873.500000 Penalty: 4782.621582
	Iteration 21Q: 3 clusters Score -1399874 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1399979.750000 Penalty: 4782.621582
	Iteration 22Q: 3 clusters Score -1399980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1400076.500000 Penalty: 4782.621582
	Iteration 23Q: 3 clusters Score -1400076 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1400168.125000 Penalty: 4782.621582
	Iteration 24Q: 3 clusters Score -1400168 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1400237.125000 Penalty: 4782.621582
	Iteration 25Q: 3 clusters Score -1400237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1400291.000000 Penalty: 4782.621582
	Iteration 26Q: 3 clusters Score -1400291 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1400346.000000 Penalty: 4782.621582
	Iteration 27Q: 3 clusters Score -1400346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1400392.125000 Penalty: 4782.621582
	Iteration 28Q: 3 clusters Score -1400392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1400429.000000 Penalty: 4782.621582
	Iteration 29Q: 3 clusters Score -1400429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1400457.500000 Penalty: 4782.621582
	Iteration 30Q: 3 clusters Score -1400458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1400480.250000 Penalty: 4782.621582
	Iteration 31Q: 3 clusters Score -1400480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1400508.625000 Penalty: 4782.621582
	Iteration 32Q: 3 clusters Score -1400509 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1400538.625000 Penalty: 4782.621582
	Iteration 33Q: 3 clusters Score -1400539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1400551.000000 Penalty: 4782.621582
	Iteration 34Q: 3 clusters Score -1400551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1400572.875000 Penalty: 4782.621582
	Iteration 35Q: 3 clusters Score -1400573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1400596.250000 Penalty: 4782.621582
	Iteration 36Q: 3 clusters Score -1400596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1400608.750000 Penalty: 4782.621582
	Iteration 37Q: 3 clusters Score -1400609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1400617.250000 Penalty: 4782.621582
	Iteration 38Q: 3 clusters Score -1400617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1400627.125000 Penalty: 4782.621582
	Iteration 39Q: 3 clusters Score -1400627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1400633.625000 Penalty: 4782.621582
	Iteration 40F: 3 clusters Score -1400634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1400641.250000 Penalty: 4782.621582
	Iteration 41Q: 3 clusters Score -1400641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1400649.750000 Penalty: 4782.621582
	Iteration 42Q: 3 clusters Score -1400650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1400654.875000 Penalty: 4782.621582
	Iteration 43Q: 3 clusters Score -1400655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1400664.375000 Penalty: 4782.621582
	Iteration 44Q: 3 clusters Score -1400664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1400675.250000 Penalty: 4782.621582
	Iteration 45Q: 3 clusters Score -1400675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1400681.750000 Penalty: 4782.621582
	Iteration 46Q: 3 clusters Score -1400682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1400685.875000 Penalty: 4782.621582
	Iteration 47Q: 3 clusters Score -1400686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1400690.750000 Penalty: 4782.621582
	Iteration 48Q: 3 clusters Score -1400691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1400692.875000 Penalty: 4782.621582
	Iteration 49Q: 3 clusters Score -1400693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1400698.500000 Penalty: 4782.621582
	Iteration 50Q: 3 clusters Score -1400698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1400701.625000 Penalty: 4782.621582
	Iteration 51Q: 3 clusters Score -1400702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1400705.375000 Penalty: 4782.621582
	Iteration 52Q: 3 clusters Score -1400705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1400710.250000 Penalty: 4782.621582
	Iteration 53Q: 3 clusters Score -1400710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1400711.625000 Penalty: 4782.621582
	Iteration 54Q: 3 clusters Score -1400712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1400713.750000 Penalty: 4782.621582
	Iteration 55Q: 3 clusters Score -1400714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1400715.625000 Penalty: 4782.621582
	Iteration 56Q: 3 clusters Score -1400716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1400716.250000 Penalty: 4782.621582
	Iteration 57Q: 3 clusters Score -1400716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1400717.875000 Penalty: 4782.621582
	Iteration 58Q: 3 clusters Score -1400718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1400719.500000 Penalty: 4782.621582
	Iteration 59Q: 3 clusters Score -1400720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1400724.625000 Penalty: 4782.621582
	Iteration 60F: 3 clusters Score -1400725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1400725.500000 Penalty: 4782.621582
	Iteration 61Q: 3 clusters Score -1400726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1400731.625000 Penalty: 4782.621582
	Iteration 62Q: 3 clusters Score -1400732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1400738.625000 Penalty: 4782.621582
	Iteration 63Q: 3 clusters Score -1400739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1400743.000000 Penalty: 4782.621582
	Iteration 64Q: 3 clusters Score -1400743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1400748.375000 Penalty: 4782.621582
	Iteration 65Q: 3 clusters Score -1400748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1400754.000000 Penalty: 4782.621582
	Iteration 66Q: 3 clusters Score -1400754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1400758.875000 Penalty: 4782.621582
	Iteration 67Q: 3 clusters Score -1400759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1400764.125000 Penalty: 4782.621582
	Iteration 68Q: 3 clusters Score -1400764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1400772.250000 Penalty: 4782.621582
	Iteration 69Q: 3 clusters Score -1400772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1400775.250000 Penalty: 4782.621582
	Iteration 70Q: 3 clusters Score -1400775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1400780.750000 Penalty: 4782.621582
	Iteration 71Q: 3 clusters Score -1400781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1400788.125000 Penalty: 4782.621582
	Iteration 72Q: 3 clusters Score -1400788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1400795.375000 Penalty: 4782.621582
	Iteration 73Q: 3 clusters Score -1400795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1400805.375000 Penalty: 4782.621582
	Iteration 74Q: 3 clusters Score -1400805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1400808.625000 Penalty: 4782.621582
	Iteration 75Q: 3 clusters Score -1400809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1400812.250000 Penalty: 4782.621582
	Iteration 76Q: 3 clusters Score -1400812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1400811.625000 Penalty: 4782.621582
	Iteration 77Q: 3 clusters Score -1400812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1400813.625000 Penalty: 4782.621582
	Iteration 78Q: 3 clusters Score -1400814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1400813.375000 Penalty: 4782.621582
	Iteration 79Q: 3 clusters Score -1400813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1400816.625000 Penalty: 4782.621582
	Iteration 80F: 3 clusters Score -1400817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1400820.000000 Penalty: 4782.621582
	Iteration 81Q: 3 clusters Score -1400820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1400820.875000 Penalty: 4782.621582
	Iteration 82Q: 3 clusters Score -1400821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1400821.625000 Penalty: 4782.621582
	Iteration 83Q: 3 clusters Score -1400822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1400826.375000 Penalty: 4782.621582
	Iteration 84Q: 3 clusters Score -1400826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1400828.125000 Penalty: 4782.621582
	Iteration 85Q: 3 clusters Score -1400828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1400830.500000 Penalty: 4782.621582
	Iteration 86Q: 3 clusters Score -1400830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1400832.500000 Penalty: 4782.621582
	Iteration 87Q: 3 clusters Score -1400832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1400835.375000 Penalty: 4782.621582
	Iteration 88Q: 3 clusters Score -1400835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1400837.500000 Penalty: 4782.621582
	Iteration 89Q: 3 clusters Score -1400838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1400839.875000 Penalty: 4782.621582
	Iteration 90Q: 3 clusters Score -1400840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1400842.125000 Penalty: 4782.621582
	Iteration 91Q: 3 clusters Score -1400842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1400844.250000 Penalty: 4782.621582
	Iteration 92Q: 3 clusters Score -1400844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1400849.000000 Penalty: 4782.621582
	Iteration 93Q: 3 clusters Score -1400849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1400848.750000 Penalty: 4782.621582
	Iteration 94Q: 3 clusters Score -1400849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1400850.750000 Penalty: 4782.621582
	Iteration 95Q: 3 clusters Score -1400851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1400851.625000 Penalty: 4782.621582
	Iteration 96Q: 3 clusters Score -1400852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1400851.875000 Penalty: 4782.621582
	Iteration 97Q: 3 clusters Score -1400852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1400851.875000 Penalty: 4782.621582
	Iteration 98F: 3 clusters Score -1400852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -72778.539062 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -72778.54 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 463 members 
Entering Unmasked Estep 
Score: -71044.476562 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -71044.48 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -71532.031250 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -71532.03 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -71917.015625 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -71917.02 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -72278.773438 Penalty: 3381.100830
	Iteration 3F: 3 clusters Score -72278.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72501.398438 Penalty: 3381.100830
	Iteration 4F: 3 clusters Score -72501.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -72643.742188 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -72643.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -72685.710938 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -72685.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72701.921875 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -72701.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72726.148438 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -72726.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72734.726562 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -72734.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -72736.960938 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -72736.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72738.437500 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -72738.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72738.437500 Penalty: 3381.100830
	Iteration 12F: 3 clusters Score -72738.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Entering Unmasked Estep 
Score: -920387.375000 Penalty: 2302.261230
	Iteration 0F: 2 clusters Score -920387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -912183.750000 Penalty: 4604.522461
	Iteration 0F: 3 clusters Score -912183.8 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -914634.562500 Penalty: 4604.522461
	Iteration 1F: 3 clusters Score -914634.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -914992.562500 Penalty: 4604.522461
	Iteration 2F: 3 clusters Score -914992.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -915273.062500 Penalty: 4604.522461
	Iteration 3F: 3 clusters Score -915273.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -915526.000000 Penalty: 4604.522461
	Iteration 4Q: 3 clusters Score -915526 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -915770.250000 Penalty: 4604.522461
	Iteration 5Q: 3 clusters Score -915770.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -915995.000000 Penalty: 4604.522461
	Iteration 6Q: 3 clusters Score -915995 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -916231.125000 Penalty: 4604.522461
	Iteration 7Q: 3 clusters Score -916231.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -916472.062500 Penalty: 4604.522461
	Iteration 8Q: 3 clusters Score -916472.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -916695.937500 Penalty: 4604.522461
	Iteration 9Q: 3 clusters Score -916695.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -916919.125000 Penalty: 4604.522461
	Iteration 10Q: 3 clusters Score -916919.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -917142.375000 Penalty: 4604.522461
	Iteration 11Q: 3 clusters Score -917142.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -917360.687500 Penalty: 4604.522461
	Iteration 12Q: 3 clusters Score -917360.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -917563.812500 Penalty: 4604.522461
	Iteration 13Q: 3 clusters Score -917563.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -917732.750000 Penalty: 4604.522461
	Iteration 14Q: 3 clusters Score -917732.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -917883.437500 Penalty: 4604.522461
	Iteration 15Q: 3 clusters Score -917883.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -917999.062500 Penalty: 4604.522461
	Iteration 16Q: 3 clusters Score -917999.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -918083.250000 Penalty: 4604.522461
	Iteration 17Q: 3 clusters Score -918083.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -918150.500000 Penalty: 4604.522461
	Iteration 18Q: 3 clusters Score -918150.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -918215.375000 Penalty: 4604.522461
	Iteration 19Q: 3 clusters Score -918215.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -918265.750000 Penalty: 4604.522461
	Iteration 20F: 3 clusters Score -918265.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -918327.750000 Penalty: 4604.522461
	Iteration 21Q: 3 clusters Score -918327.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -918368.937500 Penalty: 4604.522461
	Iteration 22Q: 3 clusters Score -918368.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -918402.812500 Penalty: 4604.522461
	Iteration 23Q: 3 clusters Score -918402.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -918432.375000 Penalty: 4604.522461
	Iteration 24Q: 3 clusters Score -918432.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -918455.000000 Penalty: 4604.522461
	Iteration 25Q: 3 clusters Score -918455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -918478.250000 Penalty: 4604.522461
	Iteration 26Q: 3 clusters Score -918478.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -918490.687500 Penalty: 4604.522461
	Iteration 27Q: 3 clusters Score -918490.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -918506.750000 Penalty: 4604.522461
	Iteration 28Q: 3 clusters Score -918506.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -918521.187500 Penalty: 4604.522461
	Iteration 29Q: 3 clusters Score -918521.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -918532.562500 Penalty: 4604.522461
	Iteration 30Q: 3 clusters Score -918532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -918536.812500 Penalty: 4604.522461
	Iteration 31Q: 3 clusters Score -918536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -918541.812500 Penalty: 4604.522461
	Iteration 32Q: 3 clusters Score -918541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -918543.687500 Penalty: 4604.522461
	Iteration 33Q: 3 clusters Score -918543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -918543.687500 Penalty: 4604.522461
	Iteration 34Q: 3 clusters Score -918543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -918546.562500 Penalty: 4604.522461
	Iteration 35Q: 3 clusters Score -918546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -918548.562500 Penalty: 4604.522461
	Iteration 36Q: 3 clusters Score -918548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -918547.500000 Penalty: 4604.522461
	Iteration 37Q: 3 clusters Score -918547.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -918546.562500 Penalty: 4604.522461
	Iteration 38Q: 3 clusters Score -918546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -918550.062500 Penalty: 4604.522461
	Iteration 39Q: 3 clusters Score -918550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -918549.625000 Penalty: 4604.522461
	Iteration 40F: 3 clusters Score -918549.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -918550.250000 Penalty: 4604.522461
	Iteration 41Q: 3 clusters Score -918550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -918551.187500 Penalty: 4604.522461
	Iteration 42Q: 3 clusters Score -918551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -918551.187500 Penalty: 4604.522461
	Iteration 43F: 3 clusters Score -918551.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Entering Unmasked Estep 
Score: -2793632.250000 Penalty: 2597.506592
	Iteration 0F: 2 clusters Score -2793632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2769424.250000 Penalty: 5195.013184
	Iteration 0F: 3 clusters Score -2769424 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2778629.000000 Penalty: 5195.013184
	Iteration 1F: 3 clusters Score -2778629 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2779585.250000 Penalty: 5195.013184
	Iteration 2F: 3 clusters Score -2779585 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2780683.750000 Penalty: 5195.013184
	Iteration 3F: 3 clusters Score -2780684 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2782027.750000 Penalty: 5195.013184
	Iteration 4F: 3 clusters Score -2782028 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2783416.250000 Penalty: 5195.013184
	Iteration 5F: 3 clusters Score -2783416 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2784731.250000 Penalty: 5195.013184
	Iteration 6F: 3 clusters Score -2784731 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2785851.250000 Penalty: 5195.013184
	Iteration 7F: 3 clusters Score -2785851 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2786845.000000 Penalty: 5195.013184
	Iteration 8Q: 3 clusters Score -2786845 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2787722.500000 Penalty: 5195.013184
	Iteration 9Q: 3 clusters Score -2787722 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2788456.500000 Penalty: 5195.013184
	Iteration 10Q: 3 clusters Score -2788456 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2789074.750000 Penalty: 5195.013184
	Iteration 11Q: 3 clusters Score -2789075 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2789587.000000 Penalty: 5195.013184
	Iteration 12Q: 3 clusters Score -2789587 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2789965.750000 Penalty: 5195.013184
	Iteration 13Q: 3 clusters Score -2789966 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2790253.750000 Penalty: 5195.013184
	Iteration 14Q: 3 clusters Score -2790254 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2790421.250000 Penalty: 5195.013184
	Iteration 15Q: 3 clusters Score -2790421 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2790581.000000 Penalty: 5195.013184
	Iteration 16Q: 3 clusters Score -2790581 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2790682.500000 Penalty: 5195.013184
	Iteration 17Q: 3 clusters Score -2790682 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2790797.250000 Penalty: 5195.013184
	Iteration 18Q: 3 clusters Score -2790797 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2790867.500000 Penalty: 5195.013184
	Iteration 19Q: 3 clusters Score -2790868 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2790907.250000 Penalty: 5195.013184
	Iteration 20F: 3 clusters Score -2790907 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2790959.250000 Penalty: 5195.013184
	Iteration 21Q: 3 clusters Score -2790959 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2791008.500000 Penalty: 5195.013184
	Iteration 22Q: 3 clusters Score -2791008 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2791020.000000 Penalty: 5195.013184
	Iteration 23Q: 3 clusters Score -2791020 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2791050.750000 Penalty: 5195.013184
	Iteration 24Q: 3 clusters Score -2791051 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2791082.000000 Penalty: 5195.013184
	Iteration 25Q: 3 clusters Score -2791082 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2791116.000000 Penalty: 5195.013184
	Iteration 26Q: 3 clusters Score -2791116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2791141.000000 Penalty: 5195.013184
	Iteration 27Q: 3 clusters Score -2791141 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2791155.500000 Penalty: 5195.013184
	Iteration 28Q: 3 clusters Score -2791156 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2791166.000000 Penalty: 5195.013184
	Iteration 29Q: 3 clusters Score -2791166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2791180.250000 Penalty: 5195.013184
	Iteration 30Q: 3 clusters Score -2791180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2791185.250000 Penalty: 5195.013184
	Iteration 31Q: 3 clusters Score -2791185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2791215.750000 Penalty: 5195.013184
	Iteration 32Q: 3 clusters Score -2791216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2791222.000000 Penalty: 5195.013184
	Iteration 33Q: 3 clusters Score -2791222 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2791230.250000 Penalty: 5195.013184
	Iteration 34Q: 3 clusters Score -2791230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2791236.750000 Penalty: 5195.013184
	Iteration 35Q: 3 clusters Score -2791237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2791257.750000 Penalty: 5195.013184
	Iteration 36Q: 3 clusters Score -2791258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2791253.250000 Penalty: 5195.013184
	Iteration 37Q: 3 clusters Score -2791253 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2791264.500000 Penalty: 5195.013184
	Iteration 38Q: 3 clusters Score -2791264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2791271.500000 Penalty: 5195.013184
	Iteration 39Q: 3 clusters Score -2791272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2791277.750000 Penalty: 5195.013184
	Iteration 40F: 3 clusters Score -2791278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2791281.250000 Penalty: 5195.013184
	Iteration 41Q: 3 clusters Score -2791281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2791288.250000 Penalty: 5195.013184
	Iteration 42Q: 3 clusters Score -2791288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2791283.500000 Penalty: 5195.013184
	Iteration 43Q: 3 clusters Score -2791284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2791289.500000 Penalty: 5195.013184
	Iteration 44Q: 3 clusters Score -2791290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2791292.750000 Penalty: 5195.013184
	Iteration 45Q: 3 clusters Score -2791293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2791296.750000 Penalty: 5195.013184
	Iteration 46Q: 3 clusters Score -2791297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2791304.000000 Penalty: 5195.013184
	Iteration 47Q: 3 clusters Score -2791304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2791310.500000 Penalty: 5195.013184
	Iteration 48Q: 3 clusters Score -2791310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2791312.000000 Penalty: 5195.013184
	Iteration 49Q: 3 clusters Score -2791312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2791318.750000 Penalty: 5195.013184
	Iteration 50Q: 3 clusters Score -2791319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2791327.750000 Penalty: 5195.013184
	Iteration 51Q: 3 clusters Score -2791328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2791321.750000 Penalty: 5195.013184
	Iteration 52Q: 3 clusters Score -2791322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2791324.250000 Penalty: 5195.013184
	Iteration 53Q: 3 clusters Score -2791324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2791329.000000 Penalty: 5195.013184
	Iteration 54Q: 3 clusters Score -2791329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2791327.000000 Penalty: 5195.013184
	Iteration 55Q: 3 clusters Score -2791327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2791323.750000 Penalty: 5195.013184
	Iteration 56Q: 3 clusters Score -2791324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2791325.250000 Penalty: 5195.013184
	Iteration 57Q: 3 clusters Score -2791325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2791328.500000 Penalty: 5195.013184
	Iteration 58Q: 3 clusters Score -2791328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2791335.750000 Penalty: 5195.013184
	Iteration 59Q: 3 clusters Score -2791336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2791332.500000 Penalty: 5195.013184
	Iteration 60F: 3 clusters Score -2791332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2791333.500000 Penalty: 5195.013184
	Iteration 61Q: 3 clusters Score -2791334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2791331.250000 Penalty: 5195.013184
	Iteration 62Q: 3 clusters Score -2791331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2791332.500000 Penalty: 5195.013184
	Iteration 63Q: 3 clusters Score -2791332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2791333.500000 Penalty: 5195.013184
	Iteration 64Q: 3 clusters Score -2791334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2791333.500000 Penalty: 5195.013184
	Iteration 65F: 3 clusters Score -2791334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Entering Unmasked Estep 
Score: -9020344.000000 Penalty: 2861.986328
	Iteration 0F: 2 clusters Score -9020344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -8951528.000000 Penalty: 5723.972656
	Iteration 0F: 3 clusters Score -8951528 nChanged 48731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -8979379.000000 Penalty: 5723.972656
	Iteration 1F: 3 clusters Score -8979379 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -8979988.000000 Penalty: 5723.972656
	Iteration 2Q: 3 clusters Score -8979988 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -8980690.000000 Penalty: 5723.972656
	Iteration 3Q: 3 clusters Score -8980690 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -8981496.000000 Penalty: 5723.972656
	Iteration 4Q: 3 clusters Score -8981496 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -8982542.000000 Penalty: 5723.972656
	Iteration 5Q: 3 clusters Score -8982542 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -8983786.000000 Penalty: 5723.972656
	Iteration 6Q: 3 clusters Score -8983786 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -8985525.000000 Penalty: 5723.972656
	Iteration 7Q: 3 clusters Score -8985525 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8988199.000000 Penalty: 5723.972656
	Iteration 8Q: 3 clusters Score -8988199 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -8991902.000000 Penalty: 5723.972656
	Iteration 9F: 3 clusters Score -8991902 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -8996076.000000 Penalty: 5723.972656
	Iteration 10F: 3 clusters Score -8996076 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -8999812.000000 Penalty: 5723.972656
	Iteration 11F: 3 clusters Score -8999812 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -9002066.000000 Penalty: 5723.972656
	Iteration 12Q: 3 clusters Score -9002066 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69034 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -9003062.000000 Penalty: 5723.972656
	Iteration 13Q: 3 clusters Score -9003062 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -9003652.000000 Penalty: 5723.972656
	Iteration 14Q: 3 clusters Score -9003652 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -9004211.000000 Penalty: 5723.972656
	Iteration 15Q: 3 clusters Score -9004211 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -9004708.000000 Penalty: 5723.972656
	Iteration 16Q: 3 clusters Score -9004708 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -9005144.000000 Penalty: 5723.972656
	Iteration 17Q: 3 clusters Score -9005144 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -9005581.000000 Penalty: 5723.972656
	Iteration 18Q: 3 clusters Score -9005581 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -9006137.000000 Penalty: 5723.972656
	Iteration 19Q: 3 clusters Score -9006137 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9006751.000000 Penalty: 5723.972656
	Iteration 20F: 3 clusters Score -9006751 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -9007396.000000 Penalty: 5723.972656
	Iteration 21Q: 3 clusters Score -9007396 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -9008054.000000 Penalty: 5723.972656
	Iteration 22Q: 3 clusters Score -9008054 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -9008848.000000 Penalty: 5723.972656
	Iteration 23Q: 3 clusters Score -9008848 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -9009644.000000 Penalty: 5723.972656
	Iteration 24Q: 3 clusters Score -9009644 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -9010584.000000 Penalty: 5723.972656
	Iteration 25Q: 3 clusters Score -9010584 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -9011504.000000 Penalty: 5723.972656
	Iteration 26Q: 3 clusters Score -9011504 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91894 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -9012376.000000 Penalty: 5723.972656
	Iteration 27Q: 3 clusters Score -9012376 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -9013119.000000 Penalty: 5723.972656
	Iteration 28Q: 3 clusters Score -9013119 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -9013786.000000 Penalty: 5723.972656
	Iteration 29Q: 3 clusters Score -9013786 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -9014301.000000 Penalty: 5723.972656
	Iteration 30Q: 3 clusters Score -9014301 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96799 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -9014756.000000 Penalty: 5723.972656
	Iteration 31Q: 3 clusters Score -9014756 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -9015236.000000 Penalty: 5723.972656
	Iteration 32Q: 3 clusters Score -9015236 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98634 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -9015699.000000 Penalty: 5723.972656
	Iteration 33Q: 3 clusters Score -9015699 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -9016104.000000 Penalty: 5723.972656
	Iteration 34Q: 3 clusters Score -9016104 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9016448.000000 Penalty: 5723.972656
	Iteration 35Q: 3 clusters Score -9016448 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100579 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9016784.000000 Penalty: 5723.972656
	Iteration 36Q: 3 clusters Score -9016784 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9016996.000000 Penalty: 5723.972656
	Iteration 37Q: 3 clusters Score -9016996 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9017201.000000 Penalty: 5723.972656
	Iteration 38Q: 3 clusters Score -9017201 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101562 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9017355.000000 Penalty: 5723.972656
	Iteration 39Q: 3 clusters Score -9017355 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9017489.000000 Penalty: 5723.972656
	Iteration 40F: 3 clusters Score -9017489 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9017571.000000 Penalty: 5723.972656
	Iteration 41Q: 3 clusters Score -9017571 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9017629.000000 Penalty: 5723.972656
	Iteration 42Q: 3 clusters Score -9017629 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9017679.000000 Penalty: 5723.972656
	Iteration 43Q: 3 clusters Score -9017679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102083 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9017724.000000 Penalty: 5723.972656
	Iteration 44Q: 3 clusters Score -9017724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102119 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9017746.000000 Penalty: 5723.972656
	Iteration 45Q: 3 clusters Score -9017746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9017771.000000 Penalty: 5723.972656
	Iteration 46Q: 3 clusters Score -9017771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9017784.000000 Penalty: 5723.972656
	Iteration 47Q: 3 clusters Score -9017784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9017800.000000 Penalty: 5723.972656
	Iteration 48Q: 3 clusters Score -9017800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9017807.000000 Penalty: 5723.972656
	Iteration 49Q: 3 clusters Score -9017807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9017832.000000 Penalty: 5723.972656
	Iteration 50Q: 3 clusters Score -9017832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9017843.000000 Penalty: 5723.972656
	Iteration 51Q: 3 clusters Score -9017843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9017849.000000 Penalty: 5723.972656
	Iteration 52Q: 3 clusters Score -9017849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9017863.000000 Penalty: 5723.972656
	Iteration 53Q: 3 clusters Score -9017863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9017857.000000 Penalty: 5723.972656
	Iteration 54Q: 3 clusters Score -9017857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9017864.000000 Penalty: 5723.972656
	Iteration 55Q: 3 clusters Score -9017864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102248 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9017875.000000 Penalty: 5723.972656
	Iteration 56Q: 3 clusters Score -9017875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9017867.000000 Penalty: 5723.972656
	Iteration 57Q: 3 clusters Score -9017867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9017866.000000 Penalty: 5723.972656
	Iteration 58Q: 3 clusters Score -9017866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9017877.000000 Penalty: 5723.972656
	Iteration 59Q: 3 clusters Score -9017877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9017878.000000 Penalty: 5723.972656
	Iteration 60F: 3 clusters Score -9017878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9017881.000000 Penalty: 5723.972656
	Iteration 61Q: 3 clusters Score -9017881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9017877.000000 Penalty: 5723.972656
	Iteration 62Q: 3 clusters Score -9017877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102263 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9017877.000000 Penalty: 5723.972656
	Iteration 63F: 3 clusters Score -9017877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Entering Unmasked Estep 
Score: -517504.156250 Penalty: 2210.059326
	Iteration 0F: 2 clusters Score -517504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -511482.312500 Penalty: 4420.118652
	Iteration 0F: 3 clusters Score -511482.3 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -513392.250000 Penalty: 4420.118652
	Iteration 1F: 3 clusters Score -513392.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -514095.187500 Penalty: 4420.118652
	Iteration 2F: 3 clusters Score -514095.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -514798.968750 Penalty: 4420.118652
	Iteration 3F: 3 clusters Score -514799 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -515390.750000 Penalty: 4420.118652
	Iteration 4F: 3 clusters Score -515390.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -515883.312500 Penalty: 4420.118652
	Iteration 5F: 3 clusters Score -515883.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -516349.437500 Penalty: 4420.118652
	Iteration 6F: 3 clusters Score -516349.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -516908.625000 Penalty: 4420.118652
	Iteration 7F: 3 clusters Score -516908.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -517391.562500 Penalty: 4420.118652
	Iteration 8F: 3 clusters Score -517391.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -517738.531250 Penalty: 4420.118652
	Iteration 9Q: 3 clusters Score -517738.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -517933.406250 Penalty: 4420.118652
	Iteration 10Q: 3 clusters Score -517933.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -518057.281250 Penalty: 4420.118652
	Iteration 11Q: 3 clusters Score -518057.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -518149.687500 Penalty: 4420.118652
	Iteration 12Q: 3 clusters Score -518149.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -518213.656250 Penalty: 4420.118652
	Iteration 13Q: 3 clusters Score -518213.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -518261.062500 Penalty: 4420.118652
	Iteration 14Q: 3 clusters Score -518261.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -518295.375000 Penalty: 4420.118652
	Iteration 15Q: 3 clusters Score -518295.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -518314.781250 Penalty: 4420.118652
	Iteration 16Q: 3 clusters Score -518314.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -518328.156250 Penalty: 4420.118652
	Iteration 17Q: 3 clusters Score -518328.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -518341.593750 Penalty: 4420.118652
	Iteration 18Q: 3 clusters Score -518341.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -518354.625000 Penalty: 4420.118652
	Iteration 19Q: 3 clusters Score -518354.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -518361.687500 Penalty: 4420.118652
	Iteration 20F: 3 clusters Score -518361.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -518366.156250 Penalty: 4420.118652
	Iteration 21Q: 3 clusters Score -518366.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -518369.468750 Penalty: 4420.118652
	Iteration 22Q: 3 clusters Score -518369.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -518372.562500 Penalty: 4420.118652
	Iteration 23Q: 3 clusters Score -518372.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -518379.125000 Penalty: 4420.118652
	Iteration 24Q: 3 clusters Score -518379.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -518385.718750 Penalty: 4420.118652
	Iteration 25Q: 3 clusters Score -518385.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -518390.375000 Penalty: 4420.118652
	Iteration 26Q: 3 clusters Score -518390.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -518395.843750 Penalty: 4420.118652
	Iteration 27Q: 3 clusters Score -518395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -518400.906250 Penalty: 4420.118652
	Iteration 28Q: 3 clusters Score -518400.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -518404.468750 Penalty: 4420.118652
	Iteration 29Q: 3 clusters Score -518404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -518406.093750 Penalty: 4420.118652
	Iteration 30Q: 3 clusters Score -518406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -518409.375000 Penalty: 4420.118652
	Iteration 31Q: 3 clusters Score -518409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -518411.468750 Penalty: 4420.118652
	Iteration 32Q: 3 clusters Score -518411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -518410.437500 Penalty: 4420.118652
	Iteration 33Q: 3 clusters Score -518410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -518412.406250 Penalty: 4420.118652
	Iteration 34Q: 3 clusters Score -518412.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -518416.343750 Penalty: 4420.118652
	Iteration 35Q: 3 clusters Score -518416.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -518417.781250 Penalty: 4420.118652
	Iteration 36Q: 3 clusters Score -518417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -518417.781250 Penalty: 4420.118652
	Iteration 37Q: 3 clusters Score -518417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -518420.781250 Penalty: 4420.118652
	Iteration 38Q: 3 clusters Score -518420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -518421.718750 Penalty: 4420.118652
	Iteration 39Q: 3 clusters Score -518421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -518423.531250 Penalty: 4420.118652
	Iteration 40F: 3 clusters Score -518423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -518425.312500 Penalty: 4420.118652
	Iteration 41Q: 3 clusters Score -518425.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -518430.187500 Penalty: 4420.118652
	Iteration 42Q: 3 clusters Score -518430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -518435.250000 Penalty: 4420.118652
	Iteration 43Q: 3 clusters Score -518435.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -518444.062500 Penalty: 4420.118652
	Iteration 44Q: 3 clusters Score -518444.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -518452.437500 Penalty: 4420.118652
	Iteration 45Q: 3 clusters Score -518452.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -518465.656250 Penalty: 4420.118652
	Iteration 46Q: 3 clusters Score -518465.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -518484.468750 Penalty: 4420.118652
	Iteration 47Q: 3 clusters Score -518484.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -518518.250000 Penalty: 4420.118652
	Iteration 48Q: 3 clusters Score -518518.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -518540.843750 Penalty: 4420.118652
	Iteration 49Q: 3 clusters Score -518540.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -518559.187500 Penalty: 4420.118652
	Iteration 50Q: 3 clusters Score -518559.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -518571.375000 Penalty: 4420.118652
	Iteration 51Q: 3 clusters Score -518571.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -518581.093750 Penalty: 4420.118652
	Iteration 52Q: 3 clusters Score -518581.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -518587.343750 Penalty: 4420.118652
	Iteration 53Q: 3 clusters Score -518587.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -518592.437500 Penalty: 4420.118652
	Iteration 54Q: 3 clusters Score -518592.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -518596.125000 Penalty: 4420.118652
	Iteration 55Q: 3 clusters Score -518596.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -518599.468750 Penalty: 4420.118652
	Iteration 56Q: 3 clusters Score -518599.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -518602.093750 Penalty: 4420.118652
	Iteration 57Q: 3 clusters Score -518602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -518605.625000 Penalty: 4420.118652
	Iteration 58Q: 3 clusters Score -518605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -518607.875000 Penalty: 4420.118652
	Iteration 59Q: 3 clusters Score -518607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -518608.781250 Penalty: 4420.118652
	Iteration 60F: 3 clusters Score -518608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -518609.625000 Penalty: 4420.118652
	Iteration 61Q: 3 clusters Score -518609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -518610.187500 Penalty: 4420.118652
	Iteration 62Q: 3 clusters Score -518610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -518610.500000 Penalty: 4420.118652
	Iteration 63Q: 3 clusters Score -518610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -518609.718750 Penalty: 4420.118652
	Iteration 64Q: 3 clusters Score -518609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -518610.218750 Penalty: 4420.118652
	Iteration 65Q: 3 clusters Score -518610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -518610.218750 Penalty: 4420.118652
	Iteration 66F: 3 clusters Score -518610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 77181 members 
Mstep: Class 5 contains 417479 members 
Mstep: Class 6 contains 63968 members 
Mstep: Class 7 contains 322667 members 
Mstep: Class 8 contains 26387 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 35377 members 
Mstep: Class 17 contains 102772 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 18326 members 
Mstep: Class 24 contains 27254 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 29579 members 
Mstep: Class 27 contains 8436 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 9201 members 
Mstep: Class 31 contains 6790 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 9661 members 
Mstep: Class 34 contains 3776 members 
Mstep: Class 35 contains 5161 members 
Entering Unmasked Estep 
Score: -112988784.000000 Penalty: 122398.859375
Splitting cluster 18 changes total score from -112986144.000000 to -112988784.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (15824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Entering Unmasked Estep 
Score: -1315037.750000 Penalty: 2397.982178
	Iteration 0F: 2 clusters Score -1315038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1303833.375000 Penalty: 4795.964355
	Iteration 0F: 3 clusters Score -1303833 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1307532.625000 Penalty: 4795.964355
	Iteration 1F: 3 clusters Score -1307533 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1308142.125000 Penalty: 4795.964355
	Iteration 2F: 3 clusters Score -1308142 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1308764.500000 Penalty: 4795.964355
	Iteration 3F: 3 clusters Score -1308764 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1309312.875000 Penalty: 4795.964355
	Iteration 4F: 3 clusters Score -1309313 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1309848.000000 Penalty: 4795.964355
	Iteration 5F: 3 clusters Score -1309848 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1310368.250000 Penalty: 4795.964355
	Iteration 6F: 3 clusters Score -1310368 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1310964.250000 Penalty: 4795.964355
	Iteration 7F: 3 clusters Score -1310964 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1311607.000000 Penalty: 4795.964355
	Iteration 8Q: 3 clusters Score -1311607 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1312237.875000 Penalty: 4795.964355
	Iteration 9Q: 3 clusters Score -1312238 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1312710.125000 Penalty: 4795.964355
	Iteration 10Q: 3 clusters Score -1312710 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1312956.500000 Penalty: 4795.964355
	Iteration 11Q: 3 clusters Score -1312956 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1313052.750000 Penalty: 4795.964355
	Iteration 12Q: 3 clusters Score -1313053 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1313106.875000 Penalty: 4795.964355
	Iteration 13Q: 3 clusters Score -1313107 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1313141.000000 Penalty: 4795.964355
	Iteration 14Q: 3 clusters Score -1313141 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1313160.375000 Penalty: 4795.964355
	Iteration 15Q: 3 clusters Score -1313160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1313171.250000 Penalty: 4795.964355
	Iteration 16Q: 3 clusters Score -1313171 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1313188.000000 Penalty: 4795.964355
	Iteration 17Q: 3 clusters Score -1313188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1313197.000000 Penalty: 4795.964355
	Iteration 18Q: 3 clusters Score -1313197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1313197.250000 Penalty: 4795.964355
	Iteration 19Q: 3 clusters Score -1313197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1313206.875000 Penalty: 4795.964355
	Iteration 20F: 3 clusters Score -1313207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1313211.625000 Penalty: 4795.964355
	Iteration 21Q: 3 clusters Score -1313212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1313214.125000 Penalty: 4795.964355
	Iteration 22Q: 3 clusters Score -1313214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1313222.375000 Penalty: 4795.964355
	Iteration 23Q: 3 clusters Score -1313222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1313219.500000 Penalty: 4795.964355
	Iteration 24Q: 3 clusters Score -1313220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1313224.000000 Penalty: 4795.964355
	Iteration 25Q: 3 clusters Score -1313224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1313225.125000 Penalty: 4795.964355
	Iteration 26Q: 3 clusters Score -1313225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1313234.375000 Penalty: 4795.964355
	Iteration 27Q: 3 clusters Score -1313234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1313237.000000 Penalty: 4795.964355
	Iteration 28Q: 3 clusters Score -1313237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1313239.500000 Penalty: 4795.964355
	Iteration 29Q: 3 clusters Score -1313240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1313244.250000 Penalty: 4795.964355
	Iteration 30Q: 3 clusters Score -1313244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1313247.875000 Penalty: 4795.964355
	Iteration 31Q: 3 clusters Score -1313248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1313252.750000 Penalty: 4795.964355
	Iteration 32Q: 3 clusters Score -1313253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1313271.250000 Penalty: 4795.964355
	Iteration 33Q: 3 clusters Score -1313271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1313290.625000 Penalty: 4795.964355
	Iteration 34Q: 3 clusters Score -1313291 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1313305.000000 Penalty: 4795.964355
	Iteration 35Q: 3 clusters Score -1313305 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1313327.625000 Penalty: 4795.964355
	Iteration 36Q: 3 clusters Score -1313328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1313343.875000 Penalty: 4795.964355
	Iteration 37Q: 3 clusters Score -1313344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1313351.000000 Penalty: 4795.964355
	Iteration 38Q: 3 clusters Score -1313351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1313357.500000 Penalty: 4795.964355
	Iteration 39Q: 3 clusters Score -1313358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1313371.750000 Penalty: 4795.964355
	Iteration 40F: 3 clusters Score -1313372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1313379.625000 Penalty: 4795.964355
	Iteration 41Q: 3 clusters Score -1313380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1313385.625000 Penalty: 4795.964355
	Iteration 42Q: 3 clusters Score -1313386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1313390.000000 Penalty: 4795.964355
	Iteration 43Q: 3 clusters Score -1313390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1313390.000000 Penalty: 4795.964355
	Iteration 44Q: 3 clusters Score -1313390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1313391.500000 Penalty: 4795.964355
	Iteration 45Q: 3 clusters Score -1313392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1313394.000000 Penalty: 4795.964355
	Iteration 46Q: 3 clusters Score -1313394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1313395.250000 Penalty: 4795.964355
	Iteration 47Q: 3 clusters Score -1313395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1313391.875000 Penalty: 4795.964355
	Iteration 48Q: 3 clusters Score -1313392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1313394.375000 Penalty: 4795.964355
	Iteration 49Q: 3 clusters Score -1313394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1313394.250000 Penalty: 4795.964355
	Iteration 50Q: 3 clusters Score -1313394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1313391.750000 Penalty: 4795.964355
	Iteration 51Q: 3 clusters Score -1313392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1313392.500000 Penalty: 4795.964355
	Iteration 52Q: 3 clusters Score -1313392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1313393.000000 Penalty: 4795.964355
	Iteration 53Q: 3 clusters Score -1313393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1313395.750000 Penalty: 4795.964355
	Iteration 54Q: 3 clusters Score -1313396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1313395.500000 Penalty: 4795.964355
	Iteration 55Q: 3 clusters Score -1313396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1313395.375000 Penalty: 4795.964355
	Iteration 56Q: 3 clusters Score -1313395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1313393.500000 Penalty: 4795.964355
	Iteration 57Q: 3 clusters Score -1313394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1313393.500000 Penalty: 4795.964355
	Iteration 58F: 3 clusters Score -1313394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -761507.375000 Penalty: 2262.459229
	Iteration 0F: 2 clusters Score -761507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -754434.312500 Penalty: 4524.918457
	Iteration 0F: 3 clusters Score -754434.3 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -756579.500000 Penalty: 4524.918457
	Iteration 1F: 3 clusters Score -756579.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -756948.375000 Penalty: 4524.918457
	Iteration 2F: 3 clusters Score -756948.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -757228.437500 Penalty: 4524.918457
	Iteration 3F: 3 clusters Score -757228.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -757525.875000 Penalty: 4524.918457
	Iteration 4Q: 3 clusters Score -757525.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -757802.687500 Penalty: 4524.918457
	Iteration 5Q: 3 clusters Score -757802.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -758087.562500 Penalty: 4524.918457
	Iteration 6Q: 3 clusters Score -758087.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -758423.625000 Penalty: 4524.918457
	Iteration 7Q: 3 clusters Score -758423.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -758746.437500 Penalty: 4524.918457
	Iteration 8Q: 3 clusters Score -758746.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -759057.312500 Penalty: 4524.918457
	Iteration 9Q: 3 clusters Score -759057.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -759346.625000 Penalty: 4524.918457
	Iteration 10Q: 3 clusters Score -759346.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -759553.125000 Penalty: 4524.918457
	Iteration 11Q: 3 clusters Score -759553.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -759678.812500 Penalty: 4524.918457
	Iteration 12Q: 3 clusters Score -759678.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -759772.812500 Penalty: 4524.918457
	Iteration 13Q: 3 clusters Score -759772.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -759855.812500 Penalty: 4524.918457
	Iteration 14Q: 3 clusters Score -759855.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -759919.375000 Penalty: 4524.918457
	Iteration 15Q: 3 clusters Score -759919.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -759977.375000 Penalty: 4524.918457
	Iteration 16Q: 3 clusters Score -759977.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -760036.687500 Penalty: 4524.918457
	Iteration 17Q: 3 clusters Score -760036.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -760098.750000 Penalty: 4524.918457
	Iteration 18Q: 3 clusters Score -760098.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -760182.500000 Penalty: 4524.918457
	Iteration 19Q: 3 clusters Score -760182.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -760276.750000 Penalty: 4524.918457
	Iteration 20F: 3 clusters Score -760276.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -760381.062500 Penalty: 4524.918457
	Iteration 21Q: 3 clusters Score -760381.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -760451.062500 Penalty: 4524.918457
	Iteration 22Q: 3 clusters Score -760451.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -760490.625000 Penalty: 4524.918457
	Iteration 23Q: 3 clusters Score -760490.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -760511.812500 Penalty: 4524.918457
	Iteration 24Q: 3 clusters Score -760511.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -760536.437500 Penalty: 4524.918457
	Iteration 25Q: 3 clusters Score -760536.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -760552.125000 Penalty: 4524.918457
	Iteration 26Q: 3 clusters Score -760552.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -760572.937500 Penalty: 4524.918457
	Iteration 27Q: 3 clusters Score -760572.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -760584.625000 Penalty: 4524.918457
	Iteration 28Q: 3 clusters Score -760584.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -760601.500000 Penalty: 4524.918457
	Iteration 29Q: 3 clusters Score -760601.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -760614.562500 Penalty: 4524.918457
	Iteration 30Q: 3 clusters Score -760614.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -760621.812500 Penalty: 4524.918457
	Iteration 31Q: 3 clusters Score -760621.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -760627.812500 Penalty: 4524.918457
	Iteration 32Q: 3 clusters Score -760627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -760630.250000 Penalty: 4524.918457
	Iteration 33Q: 3 clusters Score -760630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -760630.687500 Penalty: 4524.918457
	Iteration 34Q: 3 clusters Score -760630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -760633.062500 Penalty: 4524.918457
	Iteration 35Q: 3 clusters Score -760633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -760632.812500 Penalty: 4524.918457
	Iteration 36Q: 3 clusters Score -760632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -760632.750000 Penalty: 4524.918457
	Iteration 37Q: 3 clusters Score -760632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -760634.312500 Penalty: 4524.918457
	Iteration 38Q: 3 clusters Score -760634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -760634.312500 Penalty: 4524.918457
	Iteration 39F: 3 clusters Score -760634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Entering Unmasked Estep 
Score: -793473.187500 Penalty: 2284.585693
	Iteration 0F: 2 clusters Score -793473.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -785803.250000 Penalty: 4569.171387
	Iteration 0F: 3 clusters Score -785803.2 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -788549.500000 Penalty: 4569.171387
	Iteration 1F: 3 clusters Score -788549.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -789976.375000 Penalty: 4569.171387
	Iteration 2F: 3 clusters Score -789976.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -791488.000000 Penalty: 4569.171387
	Iteration 3F: 3 clusters Score -791488 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -792366.500000 Penalty: 4569.171387
	Iteration 4F: 3 clusters Score -792366.5 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -792855.500000 Penalty: 4569.171387
	Iteration 5F: 3 clusters Score -792855.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -793237.250000 Penalty: 4569.171387
	Iteration 6Q: 3 clusters Score -793237.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -793535.375000 Penalty: 4569.171387
	Iteration 7Q: 3 clusters Score -793535.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -793744.625000 Penalty: 4569.171387
	Iteration 8Q: 3 clusters Score -793744.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -793876.687500 Penalty: 4569.171387
	Iteration 9Q: 3 clusters Score -793876.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -793968.250000 Penalty: 4569.171387
	Iteration 10Q: 3 clusters Score -793968.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -794022.562500 Penalty: 4569.171387
	Iteration 11Q: 3 clusters Score -794022.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -794058.937500 Penalty: 4569.171387
	Iteration 12Q: 3 clusters Score -794058.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -794109.812500 Penalty: 4569.171387
	Iteration 13Q: 3 clusters Score -794109.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -794173.625000 Penalty: 4569.171387
	Iteration 14Q: 3 clusters Score -794173.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -794229.750000 Penalty: 4569.171387
	Iteration 15Q: 3 clusters Score -794229.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -794283.875000 Penalty: 4569.171387
	Iteration 16Q: 3 clusters Score -794283.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -794332.250000 Penalty: 4569.171387
	Iteration 17Q: 3 clusters Score -794332.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -794364.812500 Penalty: 4569.171387
	Iteration 18Q: 3 clusters Score -794364.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -794389.687500 Penalty: 4569.171387
	Iteration 19Q: 3 clusters Score -794389.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -794410.437500 Penalty: 4569.171387
	Iteration 20F: 3 clusters Score -794410.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -794428.125000 Penalty: 4569.171387
	Iteration 21Q: 3 clusters Score -794428.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -794438.375000 Penalty: 4569.171387
	Iteration 22Q: 3 clusters Score -794438.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -794451.937500 Penalty: 4569.171387
	Iteration 23Q: 3 clusters Score -794451.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -794464.562500 Penalty: 4569.171387
	Iteration 24Q: 3 clusters Score -794464.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -794480.750000 Penalty: 4569.171387
	Iteration 25Q: 3 clusters Score -794480.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -794494.937500 Penalty: 4569.171387
	Iteration 26Q: 3 clusters Score -794494.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -794515.125000 Penalty: 4569.171387
	Iteration 27Q: 3 clusters Score -794515.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -794528.062500 Penalty: 4569.171387
	Iteration 28Q: 3 clusters Score -794528.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -794548.250000 Penalty: 4569.171387
	Iteration 29Q: 3 clusters Score -794548.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -794570.750000 Penalty: 4569.171387
	Iteration 30Q: 3 clusters Score -794570.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -794596.250000 Penalty: 4569.171387
	Iteration 31Q: 3 clusters Score -794596.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -794620.375000 Penalty: 4569.171387
	Iteration 32Q: 3 clusters Score -794620.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -794632.875000 Penalty: 4569.171387
	Iteration 33Q: 3 clusters Score -794632.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -794639.812500 Penalty: 4569.171387
	Iteration 34Q: 3 clusters Score -794639.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -794645.250000 Penalty: 4569.171387
	Iteration 35Q: 3 clusters Score -794645.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -794651.187500 Penalty: 4569.171387
	Iteration 36Q: 3 clusters Score -794651.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -794658.312500 Penalty: 4569.171387
	Iteration 37Q: 3 clusters Score -794658.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -794662.687500 Penalty: 4569.171387
	Iteration 38Q: 3 clusters Score -794662.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -794666.500000 Penalty: 4569.171387
	Iteration 39Q: 3 clusters Score -794666.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -794668.562500 Penalty: 4569.171387
	Iteration 40F: 3 clusters Score -794668.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -794670.437500 Penalty: 4569.171387
	Iteration 41Q: 3 clusters Score -794670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -794673.125000 Penalty: 4569.171387
	Iteration 42Q: 3 clusters Score -794673.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -794677.687500 Penalty: 4569.171387
	Iteration 43Q: 3 clusters Score -794677.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -794678.187500 Penalty: 4569.171387
	Iteration 44Q: 3 clusters Score -794678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -794679.000000 Penalty: 4569.171387
	Iteration 45Q: 3 clusters Score -794679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -794682.062500 Penalty: 4569.171387
	Iteration 46Q: 3 clusters Score -794682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -794684.875000 Penalty: 4569.171387
	Iteration 47Q: 3 clusters Score -794684.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -794687.562500 Penalty: 4569.171387
	Iteration 48Q: 3 clusters Score -794687.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -794690.000000 Penalty: 4569.171387
	Iteration 49Q: 3 clusters Score -794690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -794692.437500 Penalty: 4569.171387
	Iteration 50Q: 3 clusters Score -794692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -794694.187500 Penalty: 4569.171387
	Iteration 51Q: 3 clusters Score -794694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -794697.125000 Penalty: 4569.171387
	Iteration 52Q: 3 clusters Score -794697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -794697.812500 Penalty: 4569.171387
	Iteration 53Q: 3 clusters Score -794697.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -794700.312500 Penalty: 4569.171387
	Iteration 54Q: 3 clusters Score -794700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -794702.000000 Penalty: 4569.171387
	Iteration 55Q: 3 clusters Score -794702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -794704.125000 Penalty: 4569.171387
	Iteration 56Q: 3 clusters Score -794704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -794702.750000 Penalty: 4569.171387
	Iteration 57Q: 3 clusters Score -794702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -794703.375000 Penalty: 4569.171387
	Iteration 58Q: 3 clusters Score -794703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -794704.187500 Penalty: 4569.171387
	Iteration 59Q: 3 clusters Score -794704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -794705.000000 Penalty: 4569.171387
	Iteration 60F: 3 clusters Score -794705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -794705.562500 Penalty: 4569.171387
	Iteration 61Q: 3 clusters Score -794705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -794705.562500 Penalty: 4569.171387
	Iteration 62Q: 3 clusters Score -794705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -794704.625000 Penalty: 4569.171387
	Iteration 63Q: 3 clusters Score -794704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -794705.687500 Penalty: 4569.171387
	Iteration 64Q: 3 clusters Score -794705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -794707.562500 Penalty: 4569.171387
	Iteration 65Q: 3 clusters Score -794707.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -794706.375000 Penalty: 4569.171387
	Iteration 66Q: 3 clusters Score -794706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -794709.562500 Penalty: 4569.171387
	Iteration 67Q: 3 clusters Score -794709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -794708.875000 Penalty: 4569.171387
	Iteration 68Q: 3 clusters Score -794708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -794710.000000 Penalty: 4569.171387
	Iteration 69Q: 3 clusters Score -794710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -794712.437500 Penalty: 4569.171387
	Iteration 70Q: 3 clusters Score -794712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -794713.687500 Penalty: 4569.171387
	Iteration 71Q: 3 clusters Score -794713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -794715.187500 Penalty: 4569.171387
	Iteration 72Q: 3 clusters Score -794715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -794713.500000 Penalty: 4569.171387
	Iteration 73Q: 3 clusters Score -794713.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -794717.312500 Penalty: 4569.171387
	Iteration 74Q: 3 clusters Score -794717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -794717.312500 Penalty: 4569.171387
	Iteration 75F: 3 clusters Score -794717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 77181 members 
Mstep: Class 5 contains 417479 members 
Mstep: Class 6 contains 63968 members 
Mstep: Class 7 contains 322667 members 
Mstep: Class 8 contains 26387 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 35377 members 
Mstep: Class 17 contains 102772 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 18326 members 
Mstep: Class 24 contains 27254 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 29579 members 
Mstep: Class 27 contains 8436 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 9201 members 
Mstep: Class 31 contains 6790 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 9661 members 
Mstep: Class 34 contains 3776 members 
Mstep: Class 35 contains 5161 members 
Mstep: Class 36 contains 5643 members 
Entering Unmasked Estep 
Score: -112988776.000000 Penalty: 125895.968750
Splitting cluster 21 changes total score from -112986144.000000 to -112988776.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -566882.812500 Penalty: 2191.204346
	Iteration 0F: 2 clusters Score -566882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -561196.875000 Penalty: 4382.408691
	Iteration 0F: 3 clusters Score -561196.9 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -562725.125000 Penalty: 4382.408691
	Iteration 1F: 3 clusters Score -562725.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -563067.437500 Penalty: 4382.408691
	Iteration 2F: 3 clusters Score -563067.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -563386.125000 Penalty: 4382.408691
	Iteration 3F: 3 clusters Score -563386.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -563704.312500 Penalty: 4382.408691
	Iteration 4F: 3 clusters Score -563704.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -564016.062500 Penalty: 4382.408691
	Iteration 5F: 3 clusters Score -564016.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -564344.125000 Penalty: 4382.408691
	Iteration 6F: 3 clusters Score -564344.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -564644.437500 Penalty: 4382.408691
	Iteration 7F: 3 clusters Score -564644.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -564897.625000 Penalty: 4382.408691
	Iteration 8Q: 3 clusters Score -564897.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -565075.437500 Penalty: 4382.408691
	Iteration 9Q: 3 clusters Score -565075.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -565204.187500 Penalty: 4382.408691
	Iteration 10Q: 3 clusters Score -565204.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -565300.625000 Penalty: 4382.408691
	Iteration 11Q: 3 clusters Score -565300.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -565374.250000 Penalty: 4382.408691
	Iteration 12Q: 3 clusters Score -565374.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -565427.625000 Penalty: 4382.408691
	Iteration 13Q: 3 clusters Score -565427.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -565467.062500 Penalty: 4382.408691
	Iteration 14Q: 3 clusters Score -565467.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -565495.250000 Penalty: 4382.408691
	Iteration 15Q: 3 clusters Score -565495.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -565516.750000 Penalty: 4382.408691
	Iteration 16Q: 3 clusters Score -565516.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -565536.937500 Penalty: 4382.408691
	Iteration 17Q: 3 clusters Score -565536.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -565554.750000 Penalty: 4382.408691
	Iteration 18Q: 3 clusters Score -565554.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -565568.437500 Penalty: 4382.408691
	Iteration 19Q: 3 clusters Score -565568.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -565581.687500 Penalty: 4382.408691
	Iteration 20F: 3 clusters Score -565581.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -565592.000000 Penalty: 4382.408691
	Iteration 21Q: 3 clusters Score -565592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -565602.062500 Penalty: 4382.408691
	Iteration 22Q: 3 clusters Score -565602.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -565614.562500 Penalty: 4382.408691
	Iteration 23Q: 3 clusters Score -565614.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -565627.625000 Penalty: 4382.408691
	Iteration 24Q: 3 clusters Score -565627.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -565641.750000 Penalty: 4382.408691
	Iteration 25Q: 3 clusters Score -565641.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -565653.875000 Penalty: 4382.408691
	Iteration 26Q: 3 clusters Score -565653.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -565668.625000 Penalty: 4382.408691
	Iteration 27Q: 3 clusters Score -565668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -565677.125000 Penalty: 4382.408691
	Iteration 28Q: 3 clusters Score -565677.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -565682.250000 Penalty: 4382.408691
	Iteration 29Q: 3 clusters Score -565682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -565689.000000 Penalty: 4382.408691
	Iteration 30Q: 3 clusters Score -565689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -565693.937500 Penalty: 4382.408691
	Iteration 31Q: 3 clusters Score -565693.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -565702.312500 Penalty: 4382.408691
	Iteration 32Q: 3 clusters Score -565702.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -565709.375000 Penalty: 4382.408691
	Iteration 33Q: 3 clusters Score -565709.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -565719.750000 Penalty: 4382.408691
	Iteration 34Q: 3 clusters Score -565719.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -565730.625000 Penalty: 4382.408691
	Iteration 35Q: 3 clusters Score -565730.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -565741.812500 Penalty: 4382.408691
	Iteration 36Q: 3 clusters Score -565741.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -565755.000000 Penalty: 4382.408691
	Iteration 37Q: 3 clusters Score -565755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -565769.812500 Penalty: 4382.408691
	Iteration 38Q: 3 clusters Score -565769.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -565781.125000 Penalty: 4382.408691
	Iteration 39Q: 3 clusters Score -565781.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -565787.437500 Penalty: 4382.408691
	Iteration 40F: 3 clusters Score -565787.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -565796.562500 Penalty: 4382.408691
	Iteration 41Q: 3 clusters Score -565796.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -565801.437500 Penalty: 4382.408691
	Iteration 42Q: 3 clusters Score -565801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -565804.875000 Penalty: 4382.408691
	Iteration 43Q: 3 clusters Score -565804.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -565811.000000 Penalty: 4382.408691
	Iteration 44Q: 3 clusters Score -565811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -565817.625000 Penalty: 4382.408691
	Iteration 45Q: 3 clusters Score -565817.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -565821.125000 Penalty: 4382.408691
	Iteration 46Q: 3 clusters Score -565821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -565823.750000 Penalty: 4382.408691
	Iteration 47Q: 3 clusters Score -565823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -565824.812500 Penalty: 4382.408691
	Iteration 48Q: 3 clusters Score -565824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -565826.312500 Penalty: 4382.408691
	Iteration 49Q: 3 clusters Score -565826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -565828.312500 Penalty: 4382.408691
	Iteration 50Q: 3 clusters Score -565828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -565829.187500 Penalty: 4382.408691
	Iteration 51Q: 3 clusters Score -565829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -565827.562500 Penalty: 4382.408691
	Iteration 52Q: 3 clusters Score -565827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -565827.562500 Penalty: 4382.408691
	Iteration 53F: 3 clusters Score -565827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Entering Unmasked Estep 
Score: -1584953.625000 Penalty: 2434.386963
	Iteration 0F: 2 clusters Score -1584954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1571959.000000 Penalty: 4868.773926
	Iteration 0F: 3 clusters Score -1571959 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1576302.500000 Penalty: 4868.773926
	Iteration 1F: 3 clusters Score -1576302 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1576700.750000 Penalty: 4868.773926
	Iteration 2F: 3 clusters Score -1576701 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1577057.875000 Penalty: 4868.773926
	Iteration 3Q: 3 clusters Score -1577058 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1577452.375000 Penalty: 4868.773926
	Iteration 4Q: 3 clusters Score -1577452 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1577837.250000 Penalty: 4868.773926
	Iteration 5Q: 3 clusters Score -1577837 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1578272.250000 Penalty: 4868.773926
	Iteration 6Q: 3 clusters Score -1578272 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1578759.125000 Penalty: 4868.773926
	Iteration 7Q: 3 clusters Score -1578759 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1579296.750000 Penalty: 4868.773926
	Iteration 8Q: 3 clusters Score -1579297 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1579887.500000 Penalty: 4868.773926
	Iteration 9F: 3 clusters Score -1579888 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1580499.500000 Penalty: 4868.773926
	Iteration 10Q: 3 clusters Score -1580500 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1581060.500000 Penalty: 4868.773926
	Iteration 11Q: 3 clusters Score -1581060 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1581510.500000 Penalty: 4868.773926
	Iteration 12Q: 3 clusters Score -1581510 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1581885.625000 Penalty: 4868.773926
	Iteration 13Q: 3 clusters Score -1581886 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1582101.625000 Penalty: 4868.773926
	Iteration 14Q: 3 clusters Score -1582102 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1582257.500000 Penalty: 4868.773926
	Iteration 15Q: 3 clusters Score -1582258 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1582374.375000 Penalty: 4868.773926
	Iteration 16Q: 3 clusters Score -1582374 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1582469.750000 Penalty: 4868.773926
	Iteration 17Q: 3 clusters Score -1582470 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1582552.375000 Penalty: 4868.773926
	Iteration 18Q: 3 clusters Score -1582552 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1582633.000000 Penalty: 4868.773926
	Iteration 19Q: 3 clusters Score -1582633 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1582699.125000 Penalty: 4868.773926
	Iteration 20F: 3 clusters Score -1582699 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1582749.375000 Penalty: 4868.773926
	Iteration 21Q: 3 clusters Score -1582749 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1582783.625000 Penalty: 4868.773926
	Iteration 22Q: 3 clusters Score -1582784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1582823.875000 Penalty: 4868.773926
	Iteration 23Q: 3 clusters Score -1582824 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1582852.125000 Penalty: 4868.773926
	Iteration 24Q: 3 clusters Score -1582852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1582862.250000 Penalty: 4868.773926
	Iteration 25Q: 3 clusters Score -1582862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1582882.750000 Penalty: 4868.773926
	Iteration 26Q: 3 clusters Score -1582883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1582895.000000 Penalty: 4868.773926
	Iteration 27Q: 3 clusters Score -1582895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1582906.625000 Penalty: 4868.773926
	Iteration 28Q: 3 clusters Score -1582907 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1582912.125000 Penalty: 4868.773926
	Iteration 29Q: 3 clusters Score -1582912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1582922.750000 Penalty: 4868.773926
	Iteration 30Q: 3 clusters Score -1582923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1582927.000000 Penalty: 4868.773926
	Iteration 31Q: 3 clusters Score -1582927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1582932.250000 Penalty: 4868.773926
	Iteration 32Q: 3 clusters Score -1582932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1582938.250000 Penalty: 4868.773926
	Iteration 33Q: 3 clusters Score -1582938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1582945.625000 Penalty: 4868.773926
	Iteration 34Q: 3 clusters Score -1582946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1582950.250000 Penalty: 4868.773926
	Iteration 35Q: 3 clusters Score -1582950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1582950.625000 Penalty: 4868.773926
	Iteration 36Q: 3 clusters Score -1582951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1582951.750000 Penalty: 4868.773926
	Iteration 37Q: 3 clusters Score -1582952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1582954.500000 Penalty: 4868.773926
	Iteration 38Q: 3 clusters Score -1582954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1582958.750000 Penalty: 4868.773926
	Iteration 39Q: 3 clusters Score -1582959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1582956.625000 Penalty: 4868.773926
	Iteration 40F: 3 clusters Score -1582957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1582962.875000 Penalty: 4868.773926
	Iteration 41Q: 3 clusters Score -1582963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1582965.875000 Penalty: 4868.773926
	Iteration 42Q: 3 clusters Score -1582966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1582968.500000 Penalty: 4868.773926
	Iteration 43Q: 3 clusters Score -1582968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1582970.500000 Penalty: 4868.773926
	Iteration 44Q: 3 clusters Score -1582970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1582974.625000 Penalty: 4868.773926
	Iteration 45Q: 3 clusters Score -1582975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1582978.500000 Penalty: 4868.773926
	Iteration 46Q: 3 clusters Score -1582978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1582982.250000 Penalty: 4868.773926
	Iteration 47Q: 3 clusters Score -1582982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1582987.750000 Penalty: 4868.773926
	Iteration 48Q: 3 clusters Score -1582988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1582984.625000 Penalty: 4868.773926
	Iteration 49Q: 3 clusters Score -1582985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1582984.375000 Penalty: 4868.773926
	Iteration 50Q: 3 clusters Score -1582984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1582990.500000 Penalty: 4868.773926
	Iteration 51Q: 3 clusters Score -1582990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1582988.750000 Penalty: 4868.773926
	Iteration 52Q: 3 clusters Score -1582989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1582994.125000 Penalty: 4868.773926
	Iteration 53Q: 3 clusters Score -1582994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1582996.625000 Penalty: 4868.773926
	Iteration 54Q: 3 clusters Score -1582997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1582997.000000 Penalty: 4868.773926
	Iteration 55Q: 3 clusters Score -1582997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1583001.250000 Penalty: 4868.773926
	Iteration 56Q: 3 clusters Score -1583001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1583000.875000 Penalty: 4868.773926
	Iteration 57Q: 3 clusters Score -1583001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1583001.125000 Penalty: 4868.773926
	Iteration 58Q: 3 clusters Score -1583001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1583001.625000 Penalty: 4868.773926
	Iteration 59Q: 3 clusters Score -1583002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1582999.500000 Penalty: 4868.773926
	Iteration 60F: 3 clusters Score -1583000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1583003.000000 Penalty: 4868.773926
	Iteration 61Q: 3 clusters Score -1583003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1583004.125000 Penalty: 4868.773926
	Iteration 62Q: 3 clusters Score -1583004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1583006.125000 Penalty: 4868.773926
	Iteration 63Q: 3 clusters Score -1583006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1583004.375000 Penalty: 4868.773926
	Iteration 64Q: 3 clusters Score -1583004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1583006.500000 Penalty: 4868.773926
	Iteration 65Q: 3 clusters Score -1583006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1583005.875000 Penalty: 4868.773926
	Iteration 66Q: 3 clusters Score -1583006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1583007.750000 Penalty: 4868.773926
	Iteration 67Q: 3 clusters Score -1583008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1583007.000000 Penalty: 4868.773926
	Iteration 68Q: 3 clusters Score -1583007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1583006.125000 Penalty: 4868.773926
	Iteration 69Q: 3 clusters Score -1583006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1583005.125000 Penalty: 4868.773926
	Iteration 70Q: 3 clusters Score -1583005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1583008.125000 Penalty: 4868.773926
	Iteration 71Q: 3 clusters Score -1583008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1583007.375000 Penalty: 4868.773926
	Iteration 72Q: 3 clusters Score -1583007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1583007.125000 Penalty: 4868.773926
	Iteration 73Q: 3 clusters Score -1583007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1583005.875000 Penalty: 4868.773926
	Iteration 74Q: 3 clusters Score -1583006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1583005.875000 Penalty: 4868.773926
	Iteration 75F: 3 clusters Score -1583006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Entering Unmasked Estep 
Score: -2410158.000000 Penalty: 2532.812988
	Iteration 0F: 2 clusters Score -2410158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2391335.250000 Penalty: 5065.625977
	Iteration 0F: 3 clusters Score -2391335 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2397861.000000 Penalty: 5065.625977
	Iteration 1F: 3 clusters Score -2397861 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2398320.250000 Penalty: 5065.625977
	Iteration 2Q: 3 clusters Score -2398320 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2398798.250000 Penalty: 5065.625977
	Iteration 3Q: 3 clusters Score -2398798 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2399368.750000 Penalty: 5065.625977
	Iteration 4Q: 3 clusters Score -2399369 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2400148.500000 Penalty: 5065.625977
	Iteration 5F: 3 clusters Score -2400148 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2401266.750000 Penalty: 5065.625977
	Iteration 6F: 3 clusters Score -2401267 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2402750.000000 Penalty: 5065.625977
	Iteration 7F: 3 clusters Score -2402750 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2404296.750000 Penalty: 5065.625977
	Iteration 8F: 3 clusters Score -2404297 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2405764.750000 Penalty: 5065.625977
	Iteration 9F: 3 clusters Score -2405765 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2406725.750000 Penalty: 5065.625977
	Iteration 10Q: 3 clusters Score -2406726 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2407275.250000 Penalty: 5065.625977
	Iteration 11Q: 3 clusters Score -2407275 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2407548.250000 Penalty: 5065.625977
	Iteration 12Q: 3 clusters Score -2407548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2407703.500000 Penalty: 5065.625977
	Iteration 13Q: 3 clusters Score -2407704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2407778.250000 Penalty: 5065.625977
	Iteration 14Q: 3 clusters Score -2407778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2407820.250000 Penalty: 5065.625977
	Iteration 15Q: 3 clusters Score -2407820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2407844.500000 Penalty: 5065.625977
	Iteration 16Q: 3 clusters Score -2407844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2407869.500000 Penalty: 5065.625977
	Iteration 17Q: 3 clusters Score -2407870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2407879.500000 Penalty: 5065.625977
	Iteration 18Q: 3 clusters Score -2407880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2407891.750000 Penalty: 5065.625977
	Iteration 19Q: 3 clusters Score -2407892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2407894.250000 Penalty: 5065.625977
	Iteration 20F: 3 clusters Score -2407894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2407900.250000 Penalty: 5065.625977
	Iteration 21Q: 3 clusters Score -2407900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2407899.250000 Penalty: 5065.625977
	Iteration 22Q: 3 clusters Score -2407899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2407899.250000 Penalty: 5065.625977
	Iteration 23F: 3 clusters Score -2407899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -190418.656250 Penalty: 1927.851440
	Iteration 0F: 2 clusters Score -190418.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -187526.375000 Penalty: 3855.702881
	Iteration 0F: 3 clusters Score -187526.4 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -188078.656250 Penalty: 3855.702881
	Iteration 1F: 3 clusters Score -188078.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -188240.828125 Penalty: 3855.702881
	Iteration 2F: 3 clusters Score -188240.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -188368.375000 Penalty: 3855.702881
	Iteration 3Q: 3 clusters Score -188368.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -188492.515625 Penalty: 3855.702881
	Iteration 4Q: 3 clusters Score -188492.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -188642.328125 Penalty: 3855.702881
	Iteration 5Q: 3 clusters Score -188642.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -188831.359375 Penalty: 3855.702881
	Iteration 6F: 3 clusters Score -188831.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -189121.984375 Penalty: 3855.702881
	Iteration 7F: 3 clusters Score -189122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -189432.593750 Penalty: 3855.702881
	Iteration 8F: 3 clusters Score -189432.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -189691.187500 Penalty: 3855.702881
	Iteration 9F: 3 clusters Score -189691.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -189826.109375 Penalty: 3855.702881
	Iteration 10Q: 3 clusters Score -189826.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -189886.578125 Penalty: 3855.702881
	Iteration 11Q: 3 clusters Score -189886.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -189912.687500 Penalty: 3855.702881
	Iteration 12Q: 3 clusters Score -189912.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -189924.828125 Penalty: 3855.702881
	Iteration 13Q: 3 clusters Score -189924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -189929.750000 Penalty: 3855.702881
	Iteration 14Q: 3 clusters Score -189929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -189931.359375 Penalty: 3855.702881
	Iteration 15Q: 3 clusters Score -189931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -189933.343750 Penalty: 3855.702881
	Iteration 16Q: 3 clusters Score -189933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -189934.328125 Penalty: 3855.702881
	Iteration 17Q: 3 clusters Score -189934.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -189934.546875 Penalty: 3855.702881
	Iteration 18Q: 3 clusters Score -189934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -189934.546875 Penalty: 3855.702881
	Iteration 19F: 3 clusters Score -189934.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Entering Unmasked Estep 
Score: -2541196.250000 Penalty: 2553.115234
	Iteration 0F: 2 clusters Score -2541196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2520991.500000 Penalty: 5106.230469
	Iteration 0F: 3 clusters Score -2520992 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2528342.000000 Penalty: 5106.230469
	Iteration 1F: 3 clusters Score -2528342 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2529149.250000 Penalty: 5106.230469
	Iteration 2F: 3 clusters Score -2529149 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2530096.500000 Penalty: 5106.230469
	Iteration 3F: 3 clusters Score -2530096 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2531242.500000 Penalty: 5106.230469
	Iteration 4F: 3 clusters Score -2531242 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2532737.500000 Penalty: 5106.230469
	Iteration 5F: 3 clusters Score -2532738 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2534477.250000 Penalty: 5106.230469
	Iteration 6F: 3 clusters Score -2534477 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2536173.500000 Penalty: 5106.230469
	Iteration 7F: 3 clusters Score -2536174 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2537450.500000 Penalty: 5106.230469
	Iteration 8Q: 3 clusters Score -2537450 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2538223.750000 Penalty: 5106.230469
	Iteration 9Q: 3 clusters Score -2538224 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2538631.250000 Penalty: 5106.230469
	Iteration 10Q: 3 clusters Score -2538631 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2538860.500000 Penalty: 5106.230469
	Iteration 11Q: 3 clusters Score -2538860 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2538996.750000 Penalty: 5106.230469
	Iteration 12Q: 3 clusters Score -2538997 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2539097.250000 Penalty: 5106.230469
	Iteration 13Q: 3 clusters Score -2539097 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2539167.500000 Penalty: 5106.230469
	Iteration 14Q: 3 clusters Score -2539168 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2539256.250000 Penalty: 5106.230469
	Iteration 15Q: 3 clusters Score -2539256 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2539333.500000 Penalty: 5106.230469
	Iteration 16Q: 3 clusters Score -2539334 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2539410.750000 Penalty: 5106.230469
	Iteration 17Q: 3 clusters Score -2539411 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2539475.250000 Penalty: 5106.230469
	Iteration 18Q: 3 clusters Score -2539475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2539521.000000 Penalty: 5106.230469
	Iteration 19Q: 3 clusters Score -2539521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2539545.500000 Penalty: 5106.230469
	Iteration 20F: 3 clusters Score -2539546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2539581.250000 Penalty: 5106.230469
	Iteration 21Q: 3 clusters Score -2539581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2539603.250000 Penalty: 5106.230469
	Iteration 22Q: 3 clusters Score -2539603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2539624.250000 Penalty: 5106.230469
	Iteration 23Q: 3 clusters Score -2539624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2539646.750000 Penalty: 5106.230469
	Iteration 24Q: 3 clusters Score -2539647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2539650.000000 Penalty: 5106.230469
	Iteration 25Q: 3 clusters Score -2539650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2539660.000000 Penalty: 5106.230469
	Iteration 26Q: 3 clusters Score -2539660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2539667.250000 Penalty: 5106.230469
	Iteration 27Q: 3 clusters Score -2539667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2539664.750000 Penalty: 5106.230469
	Iteration 28Q: 3 clusters Score -2539665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2539668.250000 Penalty: 5106.230469
	Iteration 29Q: 3 clusters Score -2539668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2539665.750000 Penalty: 5106.230469
	Iteration 30Q: 3 clusters Score -2539666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2539666.750000 Penalty: 5106.230469
	Iteration 31Q: 3 clusters Score -2539667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2539671.250000 Penalty: 5106.230469
	Iteration 32Q: 3 clusters Score -2539671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2539675.750000 Penalty: 5106.230469
	Iteration 33Q: 3 clusters Score -2539676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2539678.000000 Penalty: 5106.230469
	Iteration 34Q: 3 clusters Score -2539678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2539675.000000 Penalty: 5106.230469
	Iteration 35Q: 3 clusters Score -2539675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2539678.500000 Penalty: 5106.230469
	Iteration 36Q: 3 clusters Score -2539678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2539681.000000 Penalty: 5106.230469
	Iteration 37Q: 3 clusters Score -2539681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2539682.500000 Penalty: 5106.230469
	Iteration 38Q: 3 clusters Score -2539682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2539689.500000 Penalty: 5106.230469
	Iteration 39Q: 3 clusters Score -2539690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2539692.000000 Penalty: 5106.230469
	Iteration 40F: 3 clusters Score -2539692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2539692.000000 Penalty: 5106.230469
	Iteration 41Q: 3 clusters Score -2539692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2539691.000000 Penalty: 5106.230469
	Iteration 42Q: 3 clusters Score -2539691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2539691.000000 Penalty: 5106.230469
	Iteration 43Q: 3 clusters Score -2539691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2539695.000000 Penalty: 5106.230469
	Iteration 44Q: 3 clusters Score -2539695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2539696.750000 Penalty: 5106.230469
	Iteration 45Q: 3 clusters Score -2539697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2539698.500000 Penalty: 5106.230469
	Iteration 46Q: 3 clusters Score -2539698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2539701.750000 Penalty: 5106.230469
	Iteration 47Q: 3 clusters Score -2539702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2539704.250000 Penalty: 5106.230469
	Iteration 48Q: 3 clusters Score -2539704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2539710.750000 Penalty: 5106.230469
	Iteration 49Q: 3 clusters Score -2539711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2539707.000000 Penalty: 5106.230469
	Iteration 50Q: 3 clusters Score -2539707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2539705.750000 Penalty: 5106.230469
	Iteration 51Q: 3 clusters Score -2539706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2539709.500000 Penalty: 5106.230469
	Iteration 52Q: 3 clusters Score -2539710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2539715.250000 Penalty: 5106.230469
	Iteration 53Q: 3 clusters Score -2539715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2539715.500000 Penalty: 5106.230469
	Iteration 54Q: 3 clusters Score -2539716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2539715.500000 Penalty: 5106.230469
	Iteration 55Q: 3 clusters Score -2539716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2539719.000000 Penalty: 5106.230469
	Iteration 56Q: 3 clusters Score -2539719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2539718.750000 Penalty: 5106.230469
	Iteration 57Q: 3 clusters Score -2539719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2539719.250000 Penalty: 5106.230469
	Iteration 58Q: 3 clusters Score -2539719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2539720.500000 Penalty: 5106.230469
	Iteration 59Q: 3 clusters Score -2539720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2539720.250000 Penalty: 5106.230469
	Iteration 60F: 3 clusters Score -2539720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2539723.750000 Penalty: 5106.230469
	Iteration 61Q: 3 clusters Score -2539724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2539723.500000 Penalty: 5106.230469
	Iteration 62Q: 3 clusters Score -2539724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2539722.000000 Penalty: 5106.230469
	Iteration 63Q: 3 clusters Score -2539722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2539723.250000 Penalty: 5106.230469
	Iteration 64Q: 3 clusters Score -2539723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2539721.250000 Penalty: 5106.230469
	Iteration 65Q: 3 clusters Score -2539721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2539721.750000 Penalty: 5106.230469
	Iteration 66Q: 3 clusters Score -2539722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2539723.500000 Penalty: 5106.230469
	Iteration 67Q: 3 clusters Score -2539724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2539724.750000 Penalty: 5106.230469
	Iteration 68Q: 3 clusters Score -2539725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2539724.750000 Penalty: 5106.230469
	Iteration 69F: 3 clusters Score -2539725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Entering Unmasked Estep 
Score: -702642.625000 Penalty: 2241.985352
	Iteration 0F: 2 clusters Score -702642.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -695919.000000 Penalty: 4483.970703
	Iteration 0F: 3 clusters Score -695919 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -697692.750000 Penalty: 4483.970703
	Iteration 1F: 3 clusters Score -697692.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -697945.000000 Penalty: 4483.970703
	Iteration 2F: 3 clusters Score -697945 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -698100.562500 Penalty: 4483.970703
	Iteration 3Q: 3 clusters Score -698100.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -698227.812500 Penalty: 4483.970703
	Iteration 4Q: 3 clusters Score -698227.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -698337.000000 Penalty: 4483.970703
	Iteration 5Q: 3 clusters Score -698337 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -698423.312500 Penalty: 4483.970703
	Iteration 6Q: 3 clusters Score -698423.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -698511.062500 Penalty: 4483.970703
	Iteration 7Q: 3 clusters Score -698511.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -698574.687500 Penalty: 4483.970703
	Iteration 8Q: 3 clusters Score -698574.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -698634.000000 Penalty: 4483.970703
	Iteration 9Q: 3 clusters Score -698634 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -698703.062500 Penalty: 4483.970703
	Iteration 10Q: 3 clusters Score -698703.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -698777.125000 Penalty: 4483.970703
	Iteration 11Q: 3 clusters Score -698777.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -698873.687500 Penalty: 4483.970703
	Iteration 12Q: 3 clusters Score -698873.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -698986.187500 Penalty: 4483.970703
	Iteration 13Q: 3 clusters Score -698986.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -699131.625000 Penalty: 4483.970703
	Iteration 14Q: 3 clusters Score -699131.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -699304.500000 Penalty: 4483.970703
	Iteration 15Q: 3 clusters Score -699304.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -699511.312500 Penalty: 4483.970703
	Iteration 16Q: 3 clusters Score -699511.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -699731.812500 Penalty: 4483.970703
	Iteration 17Q: 3 clusters Score -699731.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -699942.250000 Penalty: 4483.970703
	Iteration 18Q: 3 clusters Score -699942.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -700143.375000 Penalty: 4483.970703
	Iteration 19Q: 3 clusters Score -700143.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -700300.687500 Penalty: 4483.970703
	Iteration 20F: 3 clusters Score -700300.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -700422.375000 Penalty: 4483.970703
	Iteration 21Q: 3 clusters Score -700422.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -700510.750000 Penalty: 4483.970703
	Iteration 22Q: 3 clusters Score -700510.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -700564.625000 Penalty: 4483.970703
	Iteration 23Q: 3 clusters Score -700564.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -700617.000000 Penalty: 4483.970703
	Iteration 24Q: 3 clusters Score -700617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -700645.437500 Penalty: 4483.970703
	Iteration 25Q: 3 clusters Score -700645.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -700667.750000 Penalty: 4483.970703
	Iteration 26Q: 3 clusters Score -700667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -700680.687500 Penalty: 4483.970703
	Iteration 27Q: 3 clusters Score -700680.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -700686.562500 Penalty: 4483.970703
	Iteration 28Q: 3 clusters Score -700686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -700693.875000 Penalty: 4483.970703
	Iteration 29Q: 3 clusters Score -700693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -700697.375000 Penalty: 4483.970703
	Iteration 30Q: 3 clusters Score -700697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -700700.875000 Penalty: 4483.970703
	Iteration 31Q: 3 clusters Score -700700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -700706.000000 Penalty: 4483.970703
	Iteration 32Q: 3 clusters Score -700706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -700706.312500 Penalty: 4483.970703
	Iteration 33Q: 3 clusters Score -700706.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -700709.625000 Penalty: 4483.970703
	Iteration 34Q: 3 clusters Score -700709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -700713.125000 Penalty: 4483.970703
	Iteration 35Q: 3 clusters Score -700713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -700716.125000 Penalty: 4483.970703
	Iteration 36Q: 3 clusters Score -700716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -700718.562500 Penalty: 4483.970703
	Iteration 37Q: 3 clusters Score -700718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -700719.812500 Penalty: 4483.970703
	Iteration 38Q: 3 clusters Score -700719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -700721.812500 Penalty: 4483.970703
	Iteration 39Q: 3 clusters Score -700721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -700721.937500 Penalty: 4483.970703
	Iteration 40F: 3 clusters Score -700721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -397210.812500 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -397210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -393003.562500 Penalty: 4167.283691
	Iteration 0F: 3 clusters Score -393003.6 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -393979.281250 Penalty: 4167.283691
	Iteration 1F: 3 clusters Score -393979.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -394183.781250 Penalty: 4167.283691
	Iteration 2F: 3 clusters Score -394183.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -394348.031250 Penalty: 4167.283691
	Iteration 3F: 3 clusters Score -394348 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -394481.531250 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -394481.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -394605.718750 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -394605.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -394730.781250 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -394730.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -394841.468750 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -394841.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -394938.375000 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -394938.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -395014.437500 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -395014.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -395092.625000 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -395092.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -395175.281250 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -395175.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -395244.500000 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -395244.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -395312.468750 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -395312.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -395368.062500 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -395368.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395432.593750 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -395432.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -395505.750000 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -395505.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -395577.937500 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -395577.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -395632.343750 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -395632.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -395676.156250 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -395676.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -395707.937500 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -395707.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -395737.781250 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -395737.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -395763.812500 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -395763.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -395785.000000 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -395785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -395793.625000 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -395793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -395801.531250 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -395801.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -395810.937500 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -395810.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -395817.843750 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -395817.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -395826.750000 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -395826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -395834.781250 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -395834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -395839.656250 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -395839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -395842.562500 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -395842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -395844.250000 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -395844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -395845.437500 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -395845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -395847.500000 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -395847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -395849.187500 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -395849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -395849.187500 Penalty: 4167.283691
	Iteration 36F: 3 clusters Score -395849.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Entering Unmasked Estep 
Score: -933547.437500 Penalty: 2306.082031
	Iteration 0F: 2 clusters Score -933547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -925232.687500 Penalty: 4612.164062
	Iteration 0F: 3 clusters Score -925232.7 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -927775.812500 Penalty: 4612.164062
	Iteration 1F: 3 clusters Score -927775.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -928108.125000 Penalty: 4612.164062
	Iteration 2F: 3 clusters Score -928108.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -928347.250000 Penalty: 4612.164062
	Iteration 3Q: 3 clusters Score -928347.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -928552.812500 Penalty: 4612.164062
	Iteration 4Q: 3 clusters Score -928552.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -928737.187500 Penalty: 4612.164062
	Iteration 5Q: 3 clusters Score -928737.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -928909.687500 Penalty: 4612.164062
	Iteration 6Q: 3 clusters Score -928909.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -929087.187500 Penalty: 4612.164062
	Iteration 7Q: 3 clusters Score -929087.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -929262.625000 Penalty: 4612.164062
	Iteration 8Q: 3 clusters Score -929262.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -929431.250000 Penalty: 4612.164062
	Iteration 9Q: 3 clusters Score -929431.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -929609.375000 Penalty: 4612.164062
	Iteration 10Q: 3 clusters Score -929609.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -929843.312500 Penalty: 4612.164062
	Iteration 11Q: 3 clusters Score -929843.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -930108.875000 Penalty: 4612.164062
	Iteration 12Q: 3 clusters Score -930108.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -930363.937500 Penalty: 4612.164062
	Iteration 13Q: 3 clusters Score -930363.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -930579.562500 Penalty: 4612.164062
	Iteration 14Q: 3 clusters Score -930579.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -930791.562500 Penalty: 4612.164062
	Iteration 15Q: 3 clusters Score -930791.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -930977.437500 Penalty: 4612.164062
	Iteration 16Q: 3 clusters Score -930977.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -931129.875000 Penalty: 4612.164062
	Iteration 17Q: 3 clusters Score -931129.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -931259.250000 Penalty: 4612.164062
	Iteration 18Q: 3 clusters Score -931259.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -931371.625000 Penalty: 4612.164062
	Iteration 19Q: 3 clusters Score -931371.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -931497.437500 Penalty: 4612.164062
	Iteration 20F: 3 clusters Score -931497.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -931605.375000 Penalty: 4612.164062
	Iteration 21Q: 3 clusters Score -931605.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -931680.187500 Penalty: 4612.164062
	Iteration 22Q: 3 clusters Score -931680.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -931727.625000 Penalty: 4612.164062
	Iteration 23Q: 3 clusters Score -931727.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -931763.000000 Penalty: 4612.164062
	Iteration 24Q: 3 clusters Score -931763 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -931785.500000 Penalty: 4612.164062
	Iteration 25Q: 3 clusters Score -931785.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -931803.187500 Penalty: 4612.164062
	Iteration 26Q: 3 clusters Score -931803.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -931810.375000 Penalty: 4612.164062
	Iteration 27Q: 3 clusters Score -931810.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -931815.625000 Penalty: 4612.164062
	Iteration 28Q: 3 clusters Score -931815.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -931821.437500 Penalty: 4612.164062
	Iteration 29Q: 3 clusters Score -931821.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -931825.125000 Penalty: 4612.164062
	Iteration 30Q: 3 clusters Score -931825.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -931827.875000 Penalty: 4612.164062
	Iteration 31Q: 3 clusters Score -931827.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -931834.062500 Penalty: 4612.164062
	Iteration 32Q: 3 clusters Score -931834.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -931834.500000 Penalty: 4612.164062
	Iteration 33Q: 3 clusters Score -931834.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -931838.375000 Penalty: 4612.164062
	Iteration 34Q: 3 clusters Score -931838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -931839.687500 Penalty: 4612.164062
	Iteration 35Q: 3 clusters Score -931839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -931840.437500 Penalty: 4612.164062
	Iteration 36Q: 3 clusters Score -931840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -931844.312500 Penalty: 4612.164062
	Iteration 37Q: 3 clusters Score -931844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -931844.187500 Penalty: 4612.164062
	Iteration 38Q: 3 clusters Score -931844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -931845.875000 Penalty: 4612.164062
	Iteration 39Q: 3 clusters Score -931845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -931846.125000 Penalty: 4612.164062
	Iteration 40F: 3 clusters Score -931846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -931845.812500 Penalty: 4612.164062
	Iteration 41Q: 3 clusters Score -931845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -931845.812500 Penalty: 4612.164062
	Iteration 42F: 3 clusters Score -931845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Entering Unmasked Estep 
Score: -681509.375000 Penalty: 2263.512695
	Iteration 0F: 2 clusters Score -681509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -674380.687500 Penalty: 4527.025391
	Iteration 0F: 3 clusters Score -674380.7 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -676810.125000 Penalty: 4527.025391
	Iteration 1F: 3 clusters Score -676810.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -677615.687500 Penalty: 4527.025391
	Iteration 2F: 3 clusters Score -677615.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -678382.875000 Penalty: 4527.025391
	Iteration 3F: 3 clusters Score -678382.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -679108.750000 Penalty: 4527.025391
	Iteration 4F: 3 clusters Score -679108.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -679651.125000 Penalty: 4527.025391
	Iteration 5F: 3 clusters Score -679651.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -680012.750000 Penalty: 4527.025391
	Iteration 6Q: 3 clusters Score -680012.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -680282.625000 Penalty: 4527.025391
	Iteration 7Q: 3 clusters Score -680282.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -680509.875000 Penalty: 4527.025391
	Iteration 8Q: 3 clusters Score -680509.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -680687.500000 Penalty: 4527.025391
	Iteration 9Q: 3 clusters Score -680687.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -680822.375000 Penalty: 4527.025391
	Iteration 10Q: 3 clusters Score -680822.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -680947.562500 Penalty: 4527.025391
	Iteration 11Q: 3 clusters Score -680947.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -681081.250000 Penalty: 4527.025391
	Iteration 12Q: 3 clusters Score -681081.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -681194.687500 Penalty: 4527.025391
	Iteration 13Q: 3 clusters Score -681194.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -681295.250000 Penalty: 4527.025391
	Iteration 14Q: 3 clusters Score -681295.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -681423.062500 Penalty: 4527.025391
	Iteration 15Q: 3 clusters Score -681423.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -681580.562500 Penalty: 4527.025391
	Iteration 16Q: 3 clusters Score -681580.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -681758.500000 Penalty: 4527.025391
	Iteration 17Q: 3 clusters Score -681758.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -681925.812500 Penalty: 4527.025391
	Iteration 18Q: 3 clusters Score -681925.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -682054.312500 Penalty: 4527.025391
	Iteration 19Q: 3 clusters Score -682054.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -682219.312500 Penalty: 4527.025391
	Iteration 20F: 3 clusters Score -682219.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -682388.437500 Penalty: 4527.025391
	Iteration 21Q: 3 clusters Score -682388.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -682491.687500 Penalty: 4527.025391
	Iteration 22Q: 3 clusters Score -682491.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -682559.125000 Penalty: 4527.025391
	Iteration 23Q: 3 clusters Score -682559.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -682614.812500 Penalty: 4527.025391
	Iteration 24Q: 3 clusters Score -682614.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -682657.312500 Penalty: 4527.025391
	Iteration 25Q: 3 clusters Score -682657.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -682705.000000 Penalty: 4527.025391
	Iteration 26Q: 3 clusters Score -682705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -682740.687500 Penalty: 4527.025391
	Iteration 27Q: 3 clusters Score -682740.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -682769.125000 Penalty: 4527.025391
	Iteration 28Q: 3 clusters Score -682769.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -682785.312500 Penalty: 4527.025391
	Iteration 29Q: 3 clusters Score -682785.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -682792.562500 Penalty: 4527.025391
	Iteration 30Q: 3 clusters Score -682792.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -682801.875000 Penalty: 4527.025391
	Iteration 31Q: 3 clusters Score -682801.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -682806.875000 Penalty: 4527.025391
	Iteration 32Q: 3 clusters Score -682806.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -682813.750000 Penalty: 4527.025391
	Iteration 33Q: 3 clusters Score -682813.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -682814.187500 Penalty: 4527.025391
	Iteration 34Q: 3 clusters Score -682814.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -682818.562500 Penalty: 4527.025391
	Iteration 35Q: 3 clusters Score -682818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -682819.312500 Penalty: 4527.025391
	Iteration 36Q: 3 clusters Score -682819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -682821.000000 Penalty: 4527.025391
	Iteration 37Q: 3 clusters Score -682821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -682822.500000 Penalty: 4527.025391
	Iteration 38Q: 3 clusters Score -682822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -682823.937500 Penalty: 4527.025391
	Iteration 39Q: 3 clusters Score -682823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -682825.562500 Penalty: 4527.025391
	Iteration 40F: 3 clusters Score -682825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 77181 members 
Mstep: Class 5 contains 417479 members 
Mstep: Class 6 contains 63968 members 
Mstep: Class 7 contains 322667 members 
Mstep: Class 8 contains 26387 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 35377 members 
Mstep: Class 17 contains 102772 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 18326 members 
Mstep: Class 24 contains 27254 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 29579 members 
Mstep: Class 27 contains 8436 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 6555 members 
Mstep: Class 31 contains 6790 members 
Mstep: Class 32 contains 11104 members 
Mstep: Class 33 contains 9661 members 
Mstep: Class 34 contains 3776 members 
Mstep: Class 35 contains 5161 members 
Mstep: Class 36 contains 5643 members 
Mstep: Class 37 contains 2646 members 
Entering Unmasked Estep 
Score: -112989056.000000 Penalty: 129393.078125
Splitting cluster 30 changes total score from -112986144.000000 to -112989056.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 31 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -574976.437500 Penalty: 2188.155029
	Iteration 0F: 2 clusters Score -574976.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -569338.937500 Penalty: 4376.310059
	Iteration 0F: 3 clusters Score -569338.9 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -570726.062500 Penalty: 4376.310059
	Iteration 1F: 3 clusters Score -570726.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -571036.062500 Penalty: 4376.310059
	Iteration 2F: 3 clusters Score -571036.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -571263.875000 Penalty: 4376.310059
	Iteration 3F: 3 clusters Score -571263.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -571430.062500 Penalty: 4376.310059
	Iteration 4Q: 3 clusters Score -571430.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -571606.437500 Penalty: 4376.310059
	Iteration 5Q: 3 clusters Score -571606.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -571765.750000 Penalty: 4376.310059
	Iteration 6Q: 3 clusters Score -571765.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -571915.250000 Penalty: 4376.310059
	Iteration 7Q: 3 clusters Score -571915.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -572058.375000 Penalty: 4376.310059
	Iteration 8Q: 3 clusters Score -572058.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -572201.375000 Penalty: 4376.310059
	Iteration 9Q: 3 clusters Score -572201.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -572350.562500 Penalty: 4376.310059
	Iteration 10Q: 3 clusters Score -572350.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -572524.937500 Penalty: 4376.310059
	Iteration 11Q: 3 clusters Score -572524.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -572735.437500 Penalty: 4376.310059
	Iteration 12Q: 3 clusters Score -572735.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -572936.375000 Penalty: 4376.310059
	Iteration 13Q: 3 clusters Score -572936.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -573147.562500 Penalty: 4376.310059
	Iteration 14Q: 3 clusters Score -573147.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -573362.187500 Penalty: 4376.310059
	Iteration 15Q: 3 clusters Score -573362.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -573494.562500 Penalty: 4376.310059
	Iteration 16Q: 3 clusters Score -573494.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -573586.937500 Penalty: 4376.310059
	Iteration 17Q: 3 clusters Score -573586.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -573645.625000 Penalty: 4376.310059
	Iteration 18Q: 3 clusters Score -573645.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -573687.125000 Penalty: 4376.310059
	Iteration 19Q: 3 clusters Score -573687.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -573726.500000 Penalty: 4376.310059
	Iteration 20F: 3 clusters Score -573726.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -573760.875000 Penalty: 4376.310059
	Iteration 21Q: 3 clusters Score -573760.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -573775.812500 Penalty: 4376.310059
	Iteration 22Q: 3 clusters Score -573775.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -573788.000000 Penalty: 4376.310059
	Iteration 23Q: 3 clusters Score -573788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -573795.250000 Penalty: 4376.310059
	Iteration 24Q: 3 clusters Score -573795.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -573800.562500 Penalty: 4376.310059
	Iteration 25Q: 3 clusters Score -573800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -573802.250000 Penalty: 4376.310059
	Iteration 26Q: 3 clusters Score -573802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -573804.812500 Penalty: 4376.310059
	Iteration 27Q: 3 clusters Score -573804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -573809.375000 Penalty: 4376.310059
	Iteration 28Q: 3 clusters Score -573809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -573811.125000 Penalty: 4376.310059
	Iteration 29Q: 3 clusters Score -573811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -573816.625000 Penalty: 4376.310059
	Iteration 30Q: 3 clusters Score -573816.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -573820.375000 Penalty: 4376.310059
	Iteration 31Q: 3 clusters Score -573820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -573825.187500 Penalty: 4376.310059
	Iteration 32Q: 3 clusters Score -573825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -573827.125000 Penalty: 4376.310059
	Iteration 33Q: 3 clusters Score -573827.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -573830.375000 Penalty: 4376.310059
	Iteration 34Q: 3 clusters Score -573830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -573833.062500 Penalty: 4376.310059
	Iteration 35Q: 3 clusters Score -573833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -573837.750000 Penalty: 4376.310059
	Iteration 36Q: 3 clusters Score -573837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -573837.812500 Penalty: 4376.310059
	Iteration 37Q: 3 clusters Score -573837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -573840.000000 Penalty: 4376.310059
	Iteration 38Q: 3 clusters Score -573840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -573840.000000 Penalty: 4376.310059
	Iteration 39F: 3 clusters Score -573840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -962344.375000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -962344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -954018.750000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -954018.8 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -956360.250000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -956360.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -956696.250000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -956696.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -956942.937500 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -956942.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -957178.562500 Penalty: 4620.270020
	Iteration 4Q: 3 clusters Score -957178.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -957408.812500 Penalty: 4620.270020
	Iteration 5Q: 3 clusters Score -957408.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -957655.437500 Penalty: 4620.270020
	Iteration 6Q: 3 clusters Score -957655.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -957885.937500 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -957885.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -958141.687500 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -958141.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -958403.250000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -958403.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -958634.562500 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -958634.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -958831.000000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -958831 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -959020.375000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -959020.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -959184.000000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -959184 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -959297.687500 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -959297.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -959406.812500 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -959406.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -959518.625000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -959518.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -959612.875000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -959612.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -959707.562500 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -959707.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -959809.500000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -959809.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -959906.062500 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -959906.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -960010.125000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -960010.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -960128.312500 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -960128.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -960207.125000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -960207.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -960280.625000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -960280.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -960335.125000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -960335.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -960384.312500 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -960384.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -960440.937500 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -960440.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -960502.875000 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -960502.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -960578.812500 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -960578.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -960653.562500 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -960653.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -960711.937500 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -960711.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -960749.750000 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -960749.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -960773.875000 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -960773.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -960791.000000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -960791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -960797.312500 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -960797.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -960805.125000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -960805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -960808.750000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -960808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -960808.750000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -960808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -960808.437500 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -960808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -960808.437500 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -960808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 22148 members 
Mstep: Class 4 contains 77181 members 
Mstep: Class 5 contains 417479 members 
Mstep: Class 6 contains 63968 members 
Mstep: Class 7 contains 322667 members 
Mstep: Class 8 contains 26387 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10757 members 
Mstep: Class 16 contains 35377 members 
Mstep: Class 17 contains 102772 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 6874 members 
Mstep: Class 23 contains 18326 members 
Mstep: Class 24 contains 27254 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 29579 members 
Mstep: Class 27 contains 8436 members 
Mstep: Class 28 contains 4455 members 
Mstep: Class 29 contains 10924 members 
Mstep: Class 30 contains 6555 members 
Mstep: Class 31 contains 6790 members 
Mstep: Class 32 contains 11104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112991936.000000 Penalty: 129393.078125
Iteration 79Q: 38 clusters Score -1.129919e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 22053 members 
Mstep: Class 4 contains 77325 members 
Mstep: Class 5 contains 417376 members 
Mstep: Class 6 contains 63670 members 
Mstep: Class 7 contains 323039 members 
Mstep: Class 8 contains 26472 members 
Mstep: Class 9 contains 5486 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 17070 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 10780 members 
Mstep: Class 16 contains 35284 members 
Mstep: Class 17 contains 102761 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 16044 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 4654 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 18349 members 
Mstep: Class 24 contains 27311 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 29662 members 
Mstep: Class 27 contains 8469 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 10890 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 6872 members 
Mstep: Class 32 contains 11142 members 
Mstep: Class 33 contains 9313 members 
Mstep: Class 34 contains 3573 members 
Mstep: Class 35 contains 5147 members 
Mstep: Class 36 contains 5321 members 
Mstep: Class 37 contains 2598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995696.000000 Penalty: 129393.078125
Iteration 80F: 38 clusters Score -1.129957e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2823 members 
Mstep: Class 3 contains 21947 members 
Mstep: Class 4 contains 76838 members 
Mstep: Class 5 contains 417211 members 
Mstep: Class 6 contains 63388 members 
Mstep: Class 7 contains 323343 members 
Mstep: Class 8 contains 26386 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 16893 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 34778 members 
Mstep: Class 17 contains 102734 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 16163 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 4871 members 
Mstep: Class 22 contains 6991 members 
Mstep: Class 23 contains 18304 members 
Mstep: Class 24 contains 27318 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 29638 members 
Mstep: Class 27 contains 8454 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 10818 members 
Mstep: Class 30 contains 6205 members 
Mstep: Class 31 contains 6858 members 
Mstep: Class 32 contains 11095 members 
Mstep: Class 33 contains 9333 members 
Mstep: Class 34 contains 3874 members 
Mstep: Class 35 contains 5546 members 
Mstep: Class 36 contains 5495 members 
Mstep: Class 37 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997672.000000 Penalty: 129393.078125
Iteration 81Q: 38 clusters Score -1.129977e+08 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 21869 members 
Mstep: Class 4 contains 76511 members 
Mstep: Class 5 contains 417067 members 
Mstep: Class 6 contains 63165 members 
Mstep: Class 7 contains 323547 members 
Mstep: Class 8 contains 26338 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 7654 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 13 contains 15421 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 34350 members 
Mstep: Class 17 contains 102731 members 
Mstep: Class 18 contains 2716 members 
Mstep: Class 19 contains 16343 members 
Mstep: Class 20 contains 9153 members 
Mstep: Class 21 contains 5021 members 
Mstep: Class 22 contains 7002 members 
Mstep: Class 23 contains 18285 members 
Mstep: Class 24 contains 27346 members 
Mstep: Class 25 contains 2290 members 
Mstep: Class 26 contains 29664 members 
Mstep: Class 27 contains 8458 members 
Mstep: Class 28 contains 4470 members 
Mstep: Class 29 contains 10767 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 6857 members 
Mstep: Class 32 contains 11074 members 
Mstep: Class 33 contains 9316 members 
Mstep: Class 34 contains 4020 members 
Mstep: Class 35 contains 5764 members 
Mstep: Class 36 contains 5570 members 
Mstep: Class 37 contains 3622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998248.000000 Penalty: 129393.078125
Iteration 82Q: 38 clusters Score -1.129982e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 21802 members 
Mstep: Class 4 contains 76245 members 
Mstep: Class 5 contains 416970 members 
Mstep: Class 6 contains 62974 members 
Mstep: Class 7 contains 323771 members 
Mstep: Class 8 contains 26316 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 8616 members 
Mstep: Class 11 contains 7652 members 
Mstep: Class 12 contains 16648 members 
Mstep: Class 13 contains 15429 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 33962 members 
Mstep: Class 17 contains 102724 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 16528 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 5156 members 
Mstep: Class 22 contains 7001 members 
Mstep: Class 23 contains 18290 members 
Mstep: Class 24 contains 27373 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 29659 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 4476 members 
Mstep: Class 29 contains 10721 members 
Mstep: Class 30 contains 6097 members 
Mstep: Class 31 contains 6886 members 
Mstep: Class 32 contains 11071 members 
Mstep: Class 33 contains 9307 members 
Mstep: Class 34 contains 4112 members 
Mstep: Class 35 contains 5875 members 
Mstep: Class 36 contains 5601 members 
Mstep: Class 37 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998712.000000 Penalty: 129393.078125
Iteration 83Q: 38 clusters Score -1.129987e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 21767 members 
Mstep: Class 4 contains 76043 members 
Mstep: Class 5 contains 416902 members 
Mstep: Class 6 contains 62784 members 
Mstep: Class 7 contains 323999 members 
Mstep: Class 8 contains 26287 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 8606 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 16576 members 
Mstep: Class 13 contains 15429 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10766 members 
Mstep: Class 16 contains 33578 members 
Mstep: Class 17 contains 102705 members 
Mstep: Class 18 contains 2888 members 
Mstep: Class 19 contains 16704 members 
Mstep: Class 20 contains 9132 members 
Mstep: Class 21 contains 5250 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 18297 members 
Mstep: Class 24 contains 27389 members 
Mstep: Class 25 contains 2290 members 
Mstep: Class 26 contains 29650 members 
Mstep: Class 27 contains 8490 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 10674 members 
Mstep: Class 30 contains 6080 members 
Mstep: Class 31 contains 6930 members 
Mstep: Class 32 contains 11075 members 
Mstep: Class 33 contains 9310 members 
Mstep: Class 34 contains 4187 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 5632 members 
Mstep: Class 37 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998904.000000 Penalty: 129393.078125
Iteration 84Q: 38 clusters Score -1.129989e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 21730 members 
Mstep: Class 4 contains 75902 members 
Mstep: Class 5 contains 416818 members 
Mstep: Class 6 contains 62603 members 
Mstep: Class 7 contains 324195 members 
Mstep: Class 8 contains 26261 members 
Mstep: Class 9 contains 5452 members 
Mstep: Class 10 contains 8598 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 16525 members 
Mstep: Class 13 contains 15421 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10791 members 
Mstep: Class 16 contains 33194 members 
Mstep: Class 17 contains 102688 members 
Mstep: Class 18 contains 2947 members 
Mstep: Class 19 contains 16942 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 6990 members 
Mstep: Class 23 contains 18308 members 
Mstep: Class 24 contains 27402 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 29644 members 
Mstep: Class 27 contains 8508 members 
Mstep: Class 28 contains 4484 members 
Mstep: Class 29 contains 10635 members 
Mstep: Class 30 contains 6090 members 
Mstep: Class 31 contains 6965 members 
Mstep: Class 32 contains 11078 members 
Mstep: Class 33 contains 9312 members 
Mstep: Class 34 contains 4251 members 
Mstep: Class 35 contains 6001 members 
Mstep: Class 36 contains 5647 members 
Mstep: Class 37 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999304.000000 Penalty: 129393.078125
Iteration 85Q: 38 clusters Score -1.129993e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 21704 members 
Mstep: Class 4 contains 75799 members 
Mstep: Class 5 contains 416768 members 
Mstep: Class 6 contains 62432 members 
Mstep: Class 7 contains 324365 members 
Mstep: Class 8 contains 26253 members 
Mstep: Class 9 contains 5454 members 
Mstep: Class 10 contains 8591 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10818 members 
Mstep: Class 16 contains 32762 members 
Mstep: Class 17 contains 102677 members 
Mstep: Class 18 contains 3011 members 
Mstep: Class 19 contains 17199 members 
Mstep: Class 20 contains 9096 members 
Mstep: Class 21 contains 5447 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 18314 members 
Mstep: Class 24 contains 27424 members 
Mstep: Class 25 contains 2292 members 
Mstep: Class 26 contains 29633 members 
Mstep: Class 27 contains 8522 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 10612 members 
Mstep: Class 30 contains 6081 members 
Mstep: Class 31 contains 7010 members 
Mstep: Class 32 contains 11080 members 
Mstep: Class 33 contains 9311 members 
Mstep: Class 34 contains 4305 members 
Mstep: Class 35 contains 6036 members 
Mstep: Class 36 contains 5676 members 
Mstep: Class 37 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999656.000000 Penalty: 129393.078125
Iteration 86Q: 38 clusters Score -1.129997e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 21682 members 
Mstep: Class 4 contains 75705 members 
Mstep: Class 5 contains 416731 members 
Mstep: Class 6 contains 62285 members 
Mstep: Class 7 contains 324485 members 
Mstep: Class 8 contains 26251 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 16455 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 32324 members 
Mstep: Class 17 contains 102680 members 
Mstep: Class 18 contains 3059 members 
Mstep: Class 19 contains 17524 members 
Mstep: Class 20 contains 9073 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 6980 members 
Mstep: Class 23 contains 18325 members 
Mstep: Class 24 contains 27439 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 29636 members 
Mstep: Class 27 contains 8550 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 10590 members 
Mstep: Class 30 contains 6067 members 
Mstep: Class 31 contains 7041 members 
Mstep: Class 32 contains 11089 members 
Mstep: Class 33 contains 9315 members 
Mstep: Class 34 contains 4341 members 
Mstep: Class 35 contains 6051 members 
Mstep: Class 36 contains 5689 members 
Mstep: Class 37 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000568.000000 Penalty: 129393.078125
Iteration 87Q: 38 clusters Score -1.130006e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 21662 members 
Mstep: Class 4 contains 75636 members 
Mstep: Class 5 contains 416711 members 
Mstep: Class 6 contains 62152 members 
Mstep: Class 7 contains 324582 members 
Mstep: Class 8 contains 26240 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 8581 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 16432 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10848 members 
Mstep: Class 16 contains 31862 members 
Mstep: Class 17 contains 102677 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 17853 members 
Mstep: Class 20 contains 9049 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 6994 members 
Mstep: Class 23 contains 18340 members 
Mstep: Class 24 contains 27449 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 29650 members 
Mstep: Class 27 contains 8578 members 
Mstep: Class 28 contains 4491 members 
Mstep: Class 29 contains 10580 members 
Mstep: Class 30 contains 6068 members 
Mstep: Class 31 contains 7067 members 
Mstep: Class 32 contains 11093 members 
Mstep: Class 33 contains 9318 members 
Mstep: Class 34 contains 4386 members 
Mstep: Class 35 contains 6069 members 
Mstep: Class 36 contains 5711 members 
Mstep: Class 37 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000576.000000 Penalty: 129393.078125
Iteration 88Q: 38 clusters Score -1.130006e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2900 members 
Mstep: Class 3 contains 21644 members 
Mstep: Class 4 contains 75576 members 
Mstep: Class 5 contains 416678 members 
Mstep: Class 6 contains 62030 members 
Mstep: Class 7 contains 324682 members 
Mstep: Class 8 contains 26222 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 10 contains 8575 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 16426 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10868 members 
Mstep: Class 16 contains 31417 members 
Mstep: Class 17 contains 102688 members 
Mstep: Class 18 contains 3133 members 
Mstep: Class 19 contains 18161 members 
Mstep: Class 20 contains 9030 members 
Mstep: Class 21 contains 5606 members 
Mstep: Class 22 contains 6999 members 
Mstep: Class 23 contains 18346 members 
Mstep: Class 24 contains 27477 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 29643 members 
Mstep: Class 27 contains 8614 members 
Mstep: Class 28 contains 4493 members 
Mstep: Class 29 contains 10564 members 
Mstep: Class 30 contains 6067 members 
Mstep: Class 31 contains 7097 members 
Mstep: Class 32 contains 11097 members 
Mstep: Class 33 contains 9325 members 
Mstep: Class 34 contains 4422 members 
Mstep: Class 35 contains 6079 members 
Mstep: Class 36 contains 5726 members 
Mstep: Class 37 contains 4336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000720.000000 Penalty: 129393.078125
Iteration 89Q: 38 clusters Score -1.130007e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 21621 members 
Mstep: Class 4 contains 75534 members 
Mstep: Class 5 contains 416647 members 
Mstep: Class 6 contains 61900 members 
Mstep: Class 7 contains 324810 members 
Mstep: Class 8 contains 26216 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 16419 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10887 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 102692 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 18441 members 
Mstep: Class 20 contains 9016 members 
Mstep: Class 21 contains 5644 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 18366 members 
Mstep: Class 24 contains 27503 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 29644 members 
Mstep: Class 27 contains 8649 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 10546 members 
Mstep: Class 30 contains 6067 members 
Mstep: Class 31 contains 7121 members 
Mstep: Class 32 contains 11099 members 
Mstep: Class 33 contains 9335 members 
Mstep: Class 34 contains 4454 members 
Mstep: Class 35 contains 6090 members 
Mstep: Class 36 contains 5752 members 
Mstep: Class 37 contains 4351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000952.000000 Penalty: 129393.078125
Iteration 90Q: 38 clusters Score -1.13001e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 21599 members 
Mstep: Class 4 contains 75494 members 
Mstep: Class 5 contains 416635 members 
Mstep: Class 6 contains 61794 members 
Mstep: Class 7 contains 324910 members 
Mstep: Class 8 contains 26216 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 16442 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10904 members 
Mstep: Class 16 contains 30477 members 
Mstep: Class 17 contains 102688 members 
Mstep: Class 18 contains 3196 members 
Mstep: Class 19 contains 18696 members 
Mstep: Class 20 contains 8995 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 6967 members 
Mstep: Class 23 contains 18380 members 
Mstep: Class 24 contains 27532 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 29662 members 
Mstep: Class 27 contains 8691 members 
Mstep: Class 28 contains 4500 members 
Mstep: Class 29 contains 10525 members 
Mstep: Class 30 contains 6083 members 
Mstep: Class 31 contains 7143 members 
Mstep: Class 32 contains 11101 members 
Mstep: Class 33 contains 9338 members 
Mstep: Class 34 contains 4480 members 
Mstep: Class 35 contains 6123 members 
Mstep: Class 36 contains 5770 members 
Mstep: Class 37 contains 4373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001448.000000 Penalty: 129393.078125
Iteration 91Q: 38 clusters Score -1.130014e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 21578 members 
Mstep: Class 4 contains 75450 members 
Mstep: Class 5 contains 416645 members 
Mstep: Class 6 contains 61707 members 
Mstep: Class 7 contains 325003 members 
Mstep: Class 8 contains 26202 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 8558 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 16474 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10917 members 
Mstep: Class 16 contains 30034 members 
Mstep: Class 17 contains 102683 members 
Mstep: Class 18 contains 3231 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 8982 members 
Mstep: Class 21 contains 5731 members 
Mstep: Class 22 contains 6929 members 
Mstep: Class 23 contains 18402 members 
Mstep: Class 24 contains 27554 members 
Mstep: Class 25 contains 2293 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 8721 members 
Mstep: Class 28 contains 4501 members 
Mstep: Class 29 contains 10515 members 
Mstep: Class 30 contains 6080 members 
Mstep: Class 31 contains 7172 members 
Mstep: Class 32 contains 11099 members 
Mstep: Class 33 contains 9342 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 6136 members 
Mstep: Class 36 contains 5792 members 
Mstep: Class 37 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001288.000000 Penalty: 129393.078125
Iteration 92Q: 38 clusters Score -1.130013e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2914 members 
Mstep: Class 3 contains 21557 members 
Mstep: Class 4 contains 75415 members 
Mstep: Class 5 contains 416653 members 
Mstep: Class 6 contains 61637 members 
Mstep: Class 7 contains 325070 members 
Mstep: Class 8 contains 26188 members 
Mstep: Class 9 contains 5475 members 
Mstep: Class 10 contains 8559 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 16494 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10944 members 
Mstep: Class 16 contains 29597 members 
Mstep: Class 17 contains 102691 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 19137 members 
Mstep: Class 20 contains 8968 members 
Mstep: Class 21 contains 5771 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 18419 members 
Mstep: Class 24 contains 27568 members 
Mstep: Class 25 contains 2295 members 
Mstep: Class 26 contains 29687 members 
Mstep: Class 27 contains 8758 members 
Mstep: Class 28 contains 4502 members 
Mstep: Class 29 contains 10507 members 
Mstep: Class 30 contains 6080 members 
Mstep: Class 31 contains 7190 members 
Mstep: Class 32 contains 11105 members 
Mstep: Class 33 contains 9343 members 
Mstep: Class 34 contains 4523 members 
Mstep: Class 35 contains 6135 members 
Mstep: Class 36 contains 5817 members 
Mstep: Class 37 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001648.000000 Penalty: 129393.078125
Iteration 93Q: 38 clusters Score -1.130016e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 21541 members 
Mstep: Class 4 contains 75379 members 
Mstep: Class 5 contains 416675 members 
Mstep: Class 6 contains 61562 members 
Mstep: Class 7 contains 325152 members 
Mstep: Class 8 contains 26176 members 
Mstep: Class 9 contains 5477 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 16507 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10965 members 
Mstep: Class 16 contains 29204 members 
Mstep: Class 17 contains 102683 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 8960 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 6869 members 
Mstep: Class 23 contains 18436 members 
Mstep: Class 24 contains 27579 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 29694 members 
Mstep: Class 27 contains 8790 members 
Mstep: Class 28 contains 4508 members 
Mstep: Class 29 contains 10503 members 
Mstep: Class 30 contains 6098 members 
Mstep: Class 31 contains 7212 members 
Mstep: Class 32 contains 11110 members 
Mstep: Class 33 contains 9345 members 
Mstep: Class 34 contains 4543 members 
Mstep: Class 35 contains 6137 members 
Mstep: Class 36 contains 5854 members 
Mstep: Class 37 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001912.000000 Penalty: 129393.078125
Iteration 94Q: 38 clusters Score -1.130019e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 4 contains 75345 members 
Mstep: Class 5 contains 416696 members 
Mstep: Class 6 contains 61485 members 
Mstep: Class 7 contains 325254 members 
Mstep: Class 8 contains 26160 members 
Mstep: Class 9 contains 5479 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 7706 members 
Mstep: Class 12 contains 16522 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 10991 members 
Mstep: Class 16 contains 28846 members 
Mstep: Class 17 contains 102676 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 19459 members 
Mstep: Class 20 contains 8959 members 
Mstep: Class 21 contains 5833 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 27602 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 29697 members 
Mstep: Class 27 contains 8815 members 
Mstep: Class 28 contains 4511 members 
Mstep: Class 29 contains 10496 members 
Mstep: Class 30 contains 6111 members 
Mstep: Class 31 contains 7221 members 
Mstep: Class 32 contains 11112 members 
Mstep: Class 33 contains 9350 members 
Mstep: Class 34 contains 4564 members 
Mstep: Class 35 contains 6151 members 
Mstep: Class 36 contains 5886 members 
Mstep: Class 37 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002104.000000 Penalty: 129393.078125
Iteration 95Q: 38 clusters Score -1.130021e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 21480 members 
Mstep: Class 4 contains 75318 members 
Mstep: Class 5 contains 416716 members 
Mstep: Class 6 contains 61436 members 
Mstep: Class 7 contains 325310 members 
Mstep: Class 8 contains 26161 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 16527 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 11004 members 
Mstep: Class 16 contains 28492 members 
Mstep: Class 17 contains 102663 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 19578 members 
Mstep: Class 20 contains 8959 members 
Mstep: Class 21 contains 5860 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 18465 members 
Mstep: Class 24 contains 27621 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 29698 members 
Mstep: Class 27 contains 8850 members 
Mstep: Class 28 contains 4512 members 
Mstep: Class 29 contains 10485 members 
Mstep: Class 30 contains 6121 members 
Mstep: Class 31 contains 7243 members 
Mstep: Class 32 contains 11114 members 
Mstep: Class 33 contains 9349 members 
Mstep: Class 34 contains 4583 members 
Mstep: Class 35 contains 6187 members 
Mstep: Class 36 contains 5930 members 
Mstep: Class 37 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001880.000000 Penalty: 129393.078125
Iteration 96Q: 38 clusters Score -1.130019e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 21461 members 
Mstep: Class 4 contains 75303 members 
Mstep: Class 5 contains 416715 members 
Mstep: Class 6 contains 61402 members 
Mstep: Class 7 contains 325365 members 
Mstep: Class 8 contains 26149 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 8556 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 16529 members 
Mstep: Class 13 contains 15420 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 11016 members 
Mstep: Class 16 contains 28185 members 
Mstep: Class 17 contains 102654 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 19690 members 
Mstep: Class 20 contains 8948 members 
Mstep: Class 21 contains 5883 members 
Mstep: Class 22 contains 6824 members 
Mstep: Class 23 contains 18464 members 
Mstep: Class 24 contains 27633 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 29701 members 
Mstep: Class 27 contains 8882 members 
Mstep: Class 28 contains 4514 members 
Mstep: Class 29 contains 10474 members 
Mstep: Class 30 contains 6133 members 
Mstep: Class 31 contains 7270 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 9354 members 
Mstep: Class 34 contains 4604 members 
Mstep: Class 35 contains 6208 members 
Mstep: Class 36 contains 5956 members 
Mstep: Class 37 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002232.000000 Penalty: 129393.078125
Iteration 97Q: 38 clusters Score -1.130022e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 21451 members 
Mstep: Class 4 contains 75284 members 
Mstep: Class 5 contains 416708 members 
Mstep: Class 6 contains 61371 members 
Mstep: Class 7 contains 325382 members 
Mstep: Class 8 contains 26138 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 11033 members 
Mstep: Class 16 contains 27917 members 
Mstep: Class 17 contains 102655 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 19803 members 
Mstep: Class 20 contains 8945 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 6814 members 
Mstep: Class 23 contains 18462 members 
Mstep: Class 24 contains 27644 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 29695 members 
Mstep: Class 27 contains 8904 members 
Mstep: Class 28 contains 4515 members 
Mstep: Class 29 contains 10467 members 
Mstep: Class 30 contains 6128 members 
Mstep: Class 31 contains 7300 members 
Mstep: Class 32 contains 11121 members 
Mstep: Class 33 contains 9361 members 
Mstep: Class 34 contains 4625 members 
Mstep: Class 35 contains 6215 members 
Mstep: Class 36 contains 5984 members 
Mstep: Class 37 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002248.000000 Penalty: 129393.078125
Iteration 98Q: 38 clusters Score -1.130022e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 21428 members 
Mstep: Class 4 contains 75271 members 
Mstep: Class 5 contains 416701 members 
Mstep: Class 6 contains 61350 members 
Mstep: Class 7 contains 325398 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 8553 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 16533 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 11045 members 
Mstep: Class 16 contains 27665 members 
Mstep: Class 17 contains 102648 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 19898 members 
Mstep: Class 20 contains 8937 members 
Mstep: Class 21 contains 5930 members 
Mstep: Class 22 contains 6802 members 
Mstep: Class 23 contains 18463 members 
Mstep: Class 24 contains 27651 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 29694 members 
Mstep: Class 27 contains 8924 members 
Mstep: Class 28 contains 4517 members 
Mstep: Class 29 contains 10460 members 
Mstep: Class 30 contains 6122 members 
Mstep: Class 31 contains 7334 members 
Mstep: Class 32 contains 11131 members 
Mstep: Class 33 contains 9361 members 
Mstep: Class 34 contains 4645 members 
Mstep: Class 35 contains 6254 members 
Mstep: Class 36 contains 6006 members 
Mstep: Class 37 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002224.000000 Penalty: 129393.078125
Iteration 99Q: 38 clusters Score -1.130022e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 21407 members 
Mstep: Class 4 contains 75252 members 
Mstep: Class 5 contains 416681 members 
Mstep: Class 6 contains 61339 members 
Mstep: Class 7 contains 325433 members 
Mstep: Class 8 contains 26127 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 8552 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 16539 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 27430 members 
Mstep: Class 17 contains 102640 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 19953 members 
Mstep: Class 20 contains 8922 members 
Mstep: Class 21 contains 5951 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 18467 members 
Mstep: Class 24 contains 27658 members 
Mstep: Class 25 contains 2310 members 
Mstep: Class 26 contains 29684 members 
Mstep: Class 27 contains 8955 members 
Mstep: Class 28 contains 4522 members 
Mstep: Class 29 contains 10456 members 
Mstep: Class 30 contains 6137 members 
Mstep: Class 31 contains 7375 members 
Mstep: Class 32 contains 11137 members 
Mstep: Class 33 contains 9367 members 
Mstep: Class 34 contains 4662 members 
Mstep: Class 35 contains 6294 members 
Mstep: Class 36 contains 6027 members 
Mstep: Class 37 contains 4503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002392.000000 Penalty: 129393.078125
Iteration 100F: 38 clusters Score -1.130024e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 21385 members 
Mstep: Class 4 contains 75237 members 
Mstep: Class 5 contains 416658 members 
Mstep: Class 6 contains 61326 members 
Mstep: Class 7 contains 325461 members 
Mstep: Class 8 contains 26114 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 7702 members 
Mstep: Class 12 contains 16542 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 27183 members 
Mstep: Class 17 contains 102640 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 20046 members 
Mstep: Class 20 contains 8904 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 6781 members 
Mstep: Class 23 contains 18464 members 
Mstep: Class 24 contains 27676 members 
Mstep: Class 25 contains 2313 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 8982 members 
Mstep: Class 28 contains 4523 members 
Mstep: Class 29 contains 10451 members 
Mstep: Class 30 contains 6159 members 
Mstep: Class 31 contains 7404 members 
Mstep: Class 32 contains 11149 members 
Mstep: Class 33 contains 9373 members 
Mstep: Class 34 contains 4682 members 
Mstep: Class 35 contains 6316 members 
Mstep: Class 36 contains 6047 members 
Mstep: Class 37 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002616.000000 Penalty: 129393.078125
Iteration 101Q: 38 clusters Score -1.130026e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 21362 members 
Mstep: Class 4 contains 75226 members 
Mstep: Class 5 contains 416647 members 
Mstep: Class 6 contains 61309 members 
Mstep: Class 7 contains 325492 members 
Mstep: Class 8 contains 26103 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 8549 members 
Mstep: Class 11 contains 7701 members 
Mstep: Class 12 contains 16547 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 11051 members 
Mstep: Class 16 contains 26953 members 
Mstep: Class 17 contains 102641 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 20128 members 
Mstep: Class 20 contains 8883 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 27686 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 29650 members 
Mstep: Class 27 contains 9016 members 
Mstep: Class 28 contains 4523 members 
Mstep: Class 29 contains 10440 members 
Mstep: Class 30 contains 6182 members 
Mstep: Class 31 contains 7437 members 
Mstep: Class 32 contains 11165 members 
Mstep: Class 33 contains 9373 members 
Mstep: Class 34 contains 4699 members 
Mstep: Class 35 contains 6350 members 
Mstep: Class 36 contains 6053 members 
Mstep: Class 37 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002624.000000 Penalty: 129393.078125
Iteration 102Q: 38 clusters Score -1.130026e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 21348 members 
Mstep: Class 4 contains 75214 members 
Mstep: Class 5 contains 416630 members 
Mstep: Class 6 contains 61294 members 
Mstep: Class 7 contains 325518 members 
Mstep: Class 8 contains 26091 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 8543 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 16552 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 11053 members 
Mstep: Class 16 contains 26726 members 
Mstep: Class 17 contains 102633 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 20224 members 
Mstep: Class 20 contains 8868 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 6742 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 27694 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 29637 members 
Mstep: Class 27 contains 9057 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 10428 members 
Mstep: Class 30 contains 6203 members 
Mstep: Class 31 contains 7464 members 
Mstep: Class 32 contains 11174 members 
Mstep: Class 33 contains 9372 members 
Mstep: Class 34 contains 4715 members 
Mstep: Class 35 contains 6375 members 
Mstep: Class 36 contains 6075 members 
Mstep: Class 37 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002520.000000 Penalty: 129393.078125
Iteration 103Q: 38 clusters Score -1.130025e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 21330 members 
Mstep: Class 4 contains 75200 members 
Mstep: Class 5 contains 416626 members 
Mstep: Class 6 contains 61288 members 
Mstep: Class 7 contains 325543 members 
Mstep: Class 8 contains 26078 members 
Mstep: Class 9 contains 5509 members 
Mstep: Class 10 contains 8544 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 16552 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 11067 members 
Mstep: Class 16 contains 26515 members 
Mstep: Class 17 contains 102620 members 
Mstep: Class 18 contains 3618 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 18470 members 
Mstep: Class 24 contains 27697 members 
Mstep: Class 25 contains 2327 members 
Mstep: Class 26 contains 29622 members 
Mstep: Class 27 contains 9082 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 10419 members 
Mstep: Class 30 contains 6225 members 
Mstep: Class 31 contains 7490 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 9374 members 
Mstep: Class 34 contains 4733 members 
Mstep: Class 35 contains 6391 members 
Mstep: Class 36 contains 6103 members 
Mstep: Class 37 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002688.000000 Penalty: 129393.078125
Iteration 104Q: 38 clusters Score -1.130027e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 21312 members 
Mstep: Class 4 contains 75191 members 
Mstep: Class 5 contains 416618 members 
Mstep: Class 6 contains 61277 members 
Mstep: Class 7 contains 325568 members 
Mstep: Class 8 contains 26078 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 8540 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 16558 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 11075 members 
Mstep: Class 16 contains 26319 members 
Mstep: Class 17 contains 102613 members 
Mstep: Class 18 contains 3644 members 
Mstep: Class 19 contains 20368 members 
Mstep: Class 20 contains 8843 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 6697 members 
Mstep: Class 23 contains 18483 members 
Mstep: Class 24 contains 27702 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 29609 members 
Mstep: Class 27 contains 9111 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 10408 members 
Mstep: Class 30 contains 6241 members 
Mstep: Class 31 contains 7502 members 
Mstep: Class 32 contains 11181 members 
Mstep: Class 33 contains 9372 members 
Mstep: Class 34 contains 4770 members 
Mstep: Class 35 contains 6400 members 
Mstep: Class 36 contains 6137 members 
Mstep: Class 37 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002776.000000 Penalty: 129393.078125
Iteration 105Q: 38 clusters Score -1.130028e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 21293 members 
Mstep: Class 4 contains 75180 members 
Mstep: Class 5 contains 416596 members 
Mstep: Class 6 contains 61274 members 
Mstep: Class 7 contains 325580 members 
Mstep: Class 8 contains 26071 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 7706 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 11093 members 
Mstep: Class 16 contains 26128 members 
Mstep: Class 17 contains 102594 members 
Mstep: Class 18 contains 3675 members 
Mstep: Class 19 contains 20431 members 
Mstep: Class 20 contains 8836 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 6683 members 
Mstep: Class 23 contains 18490 members 
Mstep: Class 24 contains 27709 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 29604 members 
Mstep: Class 27 contains 9145 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 10405 members 
Mstep: Class 30 contains 6243 members 
Mstep: Class 31 contains 7508 members 
Mstep: Class 32 contains 11181 members 
Mstep: Class 33 contains 9371 members 
Mstep: Class 34 contains 4802 members 
Mstep: Class 35 contains 6409 members 
Mstep: Class 36 contains 6167 members 
Mstep: Class 37 contains 4544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002864.000000 Penalty: 129393.078125
Iteration 106Q: 38 clusters Score -1.130029e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 21276 members 
Mstep: Class 4 contains 75173 members 
Mstep: Class 5 contains 416577 members 
Mstep: Class 6 contains 61266 members 
Mstep: Class 7 contains 325576 members 
Mstep: Class 8 contains 26069 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 8536 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 16577 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 11094 members 
Mstep: Class 16 contains 25952 members 
Mstep: Class 17 contains 102583 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 20501 members 
Mstep: Class 20 contains 8832 members 
Mstep: Class 21 contains 6098 members 
Mstep: Class 22 contains 6667 members 
Mstep: Class 23 contains 18496 members 
Mstep: Class 24 contains 27713 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 29610 members 
Mstep: Class 27 contains 9172 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 10398 members 
Mstep: Class 30 contains 6236 members 
Mstep: Class 31 contains 7512 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 9374 members 
Mstep: Class 34 contains 4833 members 
Mstep: Class 35 contains 6428 members 
Mstep: Class 36 contains 6195 members 
Mstep: Class 37 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002664.000000 Penalty: 129393.078125
Iteration 107Q: 38 clusters Score -1.130027e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 21258 members 
Mstep: Class 4 contains 75164 members 
Mstep: Class 5 contains 416571 members 
Mstep: Class 6 contains 61259 members 
Mstep: Class 7 contains 325594 members 
Mstep: Class 8 contains 26058 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 8534 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 16582 members 
Mstep: Class 13 contains 15423 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 25787 members 
Mstep: Class 17 contains 102578 members 
Mstep: Class 18 contains 3733 members 
Mstep: Class 19 contains 20538 members 
Mstep: Class 20 contains 8820 members 
Mstep: Class 21 contains 6116 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 18506 members 
Mstep: Class 24 contains 27717 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 29596 members 
Mstep: Class 27 contains 9189 members 
Mstep: Class 28 contains 4525 members 
Mstep: Class 29 contains 10392 members 
Mstep: Class 30 contains 6253 members 
Mstep: Class 31 contains 7517 members 
Mstep: Class 32 contains 11182 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 4866 members 
Mstep: Class 35 contains 6449 members 
Mstep: Class 36 contains 6209 members 
Mstep: Class 37 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002928.000000 Penalty: 129393.078125
Iteration 108Q: 38 clusters Score -1.130029e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2965 members 
Mstep: Class 3 contains 21239 members 
Mstep: Class 4 contains 75158 members 
Mstep: Class 5 contains 416570 members 
Mstep: Class 6 contains 61256 members 
Mstep: Class 7 contains 325595 members 
Mstep: Class 8 contains 26051 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 8530 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 25643 members 
Mstep: Class 17 contains 102580 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 20580 members 
Mstep: Class 20 contains 8805 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 6651 members 
Mstep: Class 23 contains 18516 members 
Mstep: Class 24 contains 27724 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 29576 members 
Mstep: Class 27 contains 9205 members 
Mstep: Class 28 contains 4527 members 
Mstep: Class 29 contains 10388 members 
Mstep: Class 30 contains 6257 members 
Mstep: Class 31 contains 7533 members 
Mstep: Class 32 contains 11183 members 
Mstep: Class 33 contains 9376 members 
Mstep: Class 34 contains 4892 members 
Mstep: Class 35 contains 6451 members 
Mstep: Class 36 contains 6230 members 
Mstep: Class 37 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002752.000000 Penalty: 129393.078125
Iteration 109Q: 38 clusters Score -1.130028e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 21226 members 
Mstep: Class 4 contains 75146 members 
Mstep: Class 5 contains 416571 members 
Mstep: Class 6 contains 61247 members 
Mstep: Class 7 contains 325588 members 
Mstep: Class 8 contains 26043 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 908 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 25526 members 
Mstep: Class 17 contains 102573 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 20621 members 
Mstep: Class 20 contains 8787 members 
Mstep: Class 21 contains 6153 members 
Mstep: Class 22 contains 6637 members 
Mstep: Class 23 contains 18519 members 
Mstep: Class 24 contains 27731 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 29550 members 
Mstep: Class 27 contains 9218 members 
Mstep: Class 28 contains 4527 members 
Mstep: Class 29 contains 10383 members 
Mstep: Class 30 contains 6257 members 
Mstep: Class 31 contains 7558 members 
Mstep: Class 32 contains 11184 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 4913 members 
Mstep: Class 35 contains 6464 members 
Mstep: Class 36 contains 6246 members 
Mstep: Class 37 contains 4579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002968.000000 Penalty: 129393.078125
Iteration 110Q: 38 clusters Score -1.13003e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2974 members 
Mstep: Class 3 contains 21212 members 
Mstep: Class 4 contains 75135 members 
Mstep: Class 5 contains 416568 members 
Mstep: Class 6 contains 61244 members 
Mstep: Class 7 contains 325590 members 
Mstep: Class 8 contains 26029 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 8528 members 
Mstep: Class 11 contains 7703 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 13 contains 15420 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 25410 members 
Mstep: Class 17 contains 102565 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 20680 members 
Mstep: Class 20 contains 8774 members 
Mstep: Class 21 contains 6166 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 18530 members 
Mstep: Class 24 contains 27741 members 
Mstep: Class 25 contains 2362 members 
Mstep: Class 26 contains 29527 members 
Mstep: Class 27 contains 9231 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 10375 members 
Mstep: Class 30 contains 6257 members 
Mstep: Class 31 contains 7581 members 
Mstep: Class 32 contains 11184 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 4937 members 
Mstep: Class 35 contains 6474 members 
Mstep: Class 36 contains 6269 members 
Mstep: Class 37 contains 4589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003136.000000 Penalty: 129393.078125
Iteration 111Q: 38 clusters Score -1.130031e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 21202 members 
Mstep: Class 4 contains 75123 members 
Mstep: Class 5 contains 416559 members 
Mstep: Class 6 contains 61240 members 
Mstep: Class 7 contains 325595 members 
Mstep: Class 8 contains 26024 members 
Mstep: Class 9 contains 5529 members 
Mstep: Class 10 contains 8531 members 
Mstep: Class 11 contains 7701 members 
Mstep: Class 12 contains 16616 members 
Mstep: Class 13 contains 15420 members 
Mstep: Class 14 contains 906 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 25286 members 
Mstep: Class 17 contains 102561 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 20727 members 
Mstep: Class 20 contains 8765 members 
Mstep: Class 21 contains 6178 members 
Mstep: Class 22 contains 6601 members 
Mstep: Class 23 contains 18544 members 
Mstep: Class 24 contains 27749 members 
Mstep: Class 25 contains 2366 members 
Mstep: Class 26 contains 29507 members 
Mstep: Class 27 contains 9241 members 
Mstep: Class 28 contains 4529 members 
Mstep: Class 29 contains 10367 members 
Mstep: Class 30 contains 6253 members 
Mstep: Class 31 contains 7607 members 
Mstep: Class 32 contains 11188 members 
Mstep: Class 33 contains 9372 members 
Mstep: Class 34 contains 4955 members 
Mstep: Class 35 contains 6477 members 
Mstep: Class 36 contains 6288 members 
Mstep: Class 37 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003160.000000 Penalty: 129393.078125
Iteration 112Q: 38 clusters Score -1.130032e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 21188 members 
Mstep: Class 4 contains 75114 members 
Mstep: Class 5 contains 416542 members 
Mstep: Class 6 contains 61231 members 
Mstep: Class 7 contains 325598 members 
Mstep: Class 8 contains 26006 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 8532 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 15421 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11127 members 
Mstep: Class 16 contains 25173 members 
Mstep: Class 17 contains 102565 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 20792 members 
Mstep: Class 20 contains 8756 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 18546 members 
Mstep: Class 24 contains 27760 members 
Mstep: Class 25 contains 2375 members 
Mstep: Class 26 contains 29484 members 
Mstep: Class 27 contains 9250 members 
Mstep: Class 28 contains 4530 members 
Mstep: Class 29 contains 10362 members 
Mstep: Class 30 contains 6255 members 
Mstep: Class 31 contains 7618 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 9374 members 
Mstep: Class 34 contains 4976 members 
Mstep: Class 35 contains 6486 members 
Mstep: Class 36 contains 6306 members 
Mstep: Class 37 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003064.000000 Penalty: 129393.078125
Iteration 113Q: 38 clusters Score -1.130031e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 21177 members 
Mstep: Class 4 contains 75103 members 
Mstep: Class 5 contains 416539 members 
Mstep: Class 6 contains 61225 members 
Mstep: Class 7 contains 325600 members 
Mstep: Class 8 contains 26002 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 8530 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 16641 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11129 members 
Mstep: Class 16 contains 25064 members 
Mstep: Class 17 contains 102562 members 
Mstep: Class 18 contains 3864 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 20 contains 8747 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 6560 members 
Mstep: Class 23 contains 18555 members 
Mstep: Class 24 contains 27772 members 
Mstep: Class 25 contains 2384 members 
Mstep: Class 26 contains 29464 members 
Mstep: Class 27 contains 9266 members 
Mstep: Class 28 contains 4530 members 
Mstep: Class 29 contains 10351 members 
Mstep: Class 30 contains 6251 members 
Mstep: Class 31 contains 7631 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 9373 members 
Mstep: Class 34 contains 4997 members 
Mstep: Class 35 contains 6503 members 
Mstep: Class 36 contains 6322 members 
Mstep: Class 37 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003088.000000 Penalty: 129393.078125
Iteration 114Q: 38 clusters Score -1.130031e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 21169 members 
Mstep: Class 4 contains 75089 members 
Mstep: Class 5 contains 416538 members 
Mstep: Class 6 contains 61221 members 
Mstep: Class 7 contains 325607 members 
Mstep: Class 8 contains 25996 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 8529 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16651 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 24960 members 
Mstep: Class 17 contains 102559 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 20897 members 
Mstep: Class 20 contains 8733 members 
Mstep: Class 21 contains 6200 members 
Mstep: Class 22 contains 6543 members 
Mstep: Class 23 contains 18570 members 
Mstep: Class 24 contains 27776 members 
Mstep: Class 25 contains 2392 members 
Mstep: Class 26 contains 29451 members 
Mstep: Class 27 contains 9276 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 10337 members 
Mstep: Class 30 contains 6247 members 
Mstep: Class 31 contains 7635 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 9373 members 
Mstep: Class 34 contains 5027 members 
Mstep: Class 35 contains 6519 members 
Mstep: Class 36 contains 6332 members 
Mstep: Class 37 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003040.000000 Penalty: 129393.078125
Iteration 115Q: 38 clusters Score -1.13003e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 21160 members 
Mstep: Class 4 contains 75083 members 
Mstep: Class 5 contains 416532 members 
Mstep: Class 6 contains 61218 members 
Mstep: Class 7 contains 325618 members 
Mstep: Class 8 contains 25995 members 
Mstep: Class 9 contains 5534 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 16653 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11135 members 
Mstep: Class 16 contains 24885 members 
Mstep: Class 17 contains 102555 members 
Mstep: Class 18 contains 3891 members 
Mstep: Class 19 contains 20938 members 
Mstep: Class 20 contains 8726 members 
Mstep: Class 21 contains 6208 members 
Mstep: Class 22 contains 6522 members 
Mstep: Class 23 contains 18577 members 
Mstep: Class 24 contains 27778 members 
Mstep: Class 25 contains 2392 members 
Mstep: Class 26 contains 29438 members 
Mstep: Class 27 contains 9280 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 10319 members 
Mstep: Class 30 contains 6246 members 
Mstep: Class 31 contains 7644 members 
Mstep: Class 32 contains 11201 members 
Mstep: Class 33 contains 9372 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 6525 members 
Mstep: Class 36 contains 6346 members 
Mstep: Class 37 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003320.000000 Penalty: 129393.078125
Iteration 116Q: 38 clusters Score -1.130033e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3022 members 
Mstep: Class 3 contains 21150 members 
Mstep: Class 4 contains 75062 members 
Mstep: Class 5 contains 416530 members 
Mstep: Class 6 contains 61214 members 
Mstep: Class 7 contains 325622 members 
Mstep: Class 8 contains 25999 members 
Mstep: Class 9 contains 5535 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 13 contains 15408 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11130 members 
Mstep: Class 16 contains 24786 members 
Mstep: Class 17 contains 102545 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 20975 members 
Mstep: Class 20 contains 8717 members 
Mstep: Class 21 contains 6215 members 
Mstep: Class 22 contains 6507 members 
Mstep: Class 23 contains 18596 members 
Mstep: Class 24 contains 27788 members 
Mstep: Class 25 contains 2391 members 
Mstep: Class 26 contains 29428 members 
Mstep: Class 27 contains 9291 members 
Mstep: Class 28 contains 4530 members 
Mstep: Class 29 contains 10301 members 
Mstep: Class 30 contains 6257 members 
Mstep: Class 31 contains 7649 members 
Mstep: Class 32 contains 11202 members 
Mstep: Class 33 contains 9375 members 
Mstep: Class 34 contains 5096 members 
Mstep: Class 35 contains 6529 members 
Mstep: Class 36 contains 6356 members 
Mstep: Class 37 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003344.000000 Penalty: 129393.078125
Iteration 117Q: 38 clusters Score -1.130033e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3032 members 
Mstep: Class 3 contains 21138 members 
Mstep: Class 4 contains 75048 members 
Mstep: Class 5 contains 416521 members 
Mstep: Class 6 contains 61201 members 
Mstep: Class 7 contains 325622 members 
Mstep: Class 8 contains 26004 members 
Mstep: Class 9 contains 5536 members 
Mstep: Class 10 contains 8529 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11138 members 
Mstep: Class 16 contains 24708 members 
Mstep: Class 17 contains 102538 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 8712 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 6496 members 
Mstep: Class 23 contains 18615 members 
Mstep: Class 24 contains 27795 members 
Mstep: Class 25 contains 2390 members 
Mstep: Class 26 contains 29412 members 
Mstep: Class 27 contains 9306 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 10289 members 
Mstep: Class 30 contains 6254 members 
Mstep: Class 31 contains 7649 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 9380 members 
Mstep: Class 34 contains 5128 members 
Mstep: Class 35 contains 6531 members 
Mstep: Class 36 contains 6371 members 
Mstep: Class 37 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003472.000000 Penalty: 129393.078125
Iteration 118Q: 38 clusters Score -1.130035e+08 nChanged 436
Entering ConstructFrom: 
Score: -113003472.000000 Penalty: 129393.078125
Entering ConstructFrom: 
Trying to split cluster 1 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -273276.406250 Penalty: 2002.821533
	Iteration 0F: 2 clusters Score -273276.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -269870.687500 Penalty: 4005.643066
	Iteration 0F: 3 clusters Score -269870.7 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -270541.812500 Penalty: 4005.643066
	Iteration 1F: 3 clusters Score -270541.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -270701.343750 Penalty: 4005.643066
	Iteration 2F: 3 clusters Score -270701.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -270790.375000 Penalty: 4005.643066
	Iteration 3Q: 3 clusters Score -270790.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -270857.406250 Penalty: 4005.643066
	Iteration 4Q: 3 clusters Score -270857.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -270908.343750 Penalty: 4005.643066
	Iteration 5Q: 3 clusters Score -270908.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -270935.718750 Penalty: 4005.643066
	Iteration 6Q: 3 clusters Score -270935.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -270969.125000 Penalty: 4005.643066
	Iteration 7Q: 3 clusters Score -270969.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -271002.125000 Penalty: 4005.643066
	Iteration 8Q: 3 clusters Score -271002.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -271036.312500 Penalty: 4005.643066
	Iteration 9Q: 3 clusters Score -271036.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -271073.125000 Penalty: 4005.643066
	Iteration 10Q: 3 clusters Score -271073.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -271110.187500 Penalty: 4005.643066
	Iteration 11Q: 3 clusters Score -271110.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -271137.687500 Penalty: 4005.643066
	Iteration 12Q: 3 clusters Score -271137.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -271166.187500 Penalty: 4005.643066
	Iteration 13Q: 3 clusters Score -271166.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -271191.062500 Penalty: 4005.643066
	Iteration 14Q: 3 clusters Score -271191.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -271218.968750 Penalty: 4005.643066
	Iteration 15Q: 3 clusters Score -271219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271243.625000 Penalty: 4005.643066
	Iteration 16Q: 3 clusters Score -271243.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -271269.906250 Penalty: 4005.643066
	Iteration 17Q: 3 clusters Score -271269.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -271290.218750 Penalty: 4005.643066
	Iteration 18Q: 3 clusters Score -271290.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271303.875000 Penalty: 4005.643066
	Iteration 19Q: 3 clusters Score -271303.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -271316.062500 Penalty: 4005.643066
	Iteration 20F: 3 clusters Score -271316.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -271325.937500 Penalty: 4005.643066
	Iteration 21Q: 3 clusters Score -271325.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -271336.406250 Penalty: 4005.643066
	Iteration 22Q: 3 clusters Score -271336.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -271347.406250 Penalty: 4005.643066
	Iteration 23Q: 3 clusters Score -271347.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -271361.843750 Penalty: 4005.643066
	Iteration 24Q: 3 clusters Score -271361.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -271371.968750 Penalty: 4005.643066
	Iteration 25Q: 3 clusters Score -271372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -271381.406250 Penalty: 4005.643066
	Iteration 26Q: 3 clusters Score -271381.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -271388.343750 Penalty: 4005.643066
	Iteration 27Q: 3 clusters Score -271388.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271394.906250 Penalty: 4005.643066
	Iteration 28Q: 3 clusters Score -271394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -271402.093750 Penalty: 4005.643066
	Iteration 29Q: 3 clusters Score -271402.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -271410.593750 Penalty: 4005.643066
	Iteration 30Q: 3 clusters Score -271410.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -271421.687500 Penalty: 4005.643066
	Iteration 31Q: 3 clusters Score -271421.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271430.781250 Penalty: 4005.643066
	Iteration 32Q: 3 clusters Score -271430.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -271435.531250 Penalty: 4005.643066
	Iteration 33Q: 3 clusters Score -271435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -271437.843750 Penalty: 4005.643066
	Iteration 34Q: 3 clusters Score -271437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271438.625000 Penalty: 4005.643066
	Iteration 35Q: 3 clusters Score -271438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271438.625000 Penalty: 4005.643066
	Iteration 36F: 3 clusters Score -271438.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -266031.750000 Penalty: 1988.782471
	Iteration 0F: 2 clusters Score -266031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -262744.218750 Penalty: 3977.564941
	Iteration 0F: 3 clusters Score -262744.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -263417.937500 Penalty: 3977.564941
	Iteration 1F: 3 clusters Score -263417.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -263569.906250 Penalty: 3977.564941
	Iteration 2F: 3 clusters Score -263569.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -263660.375000 Penalty: 3977.564941
	Iteration 3Q: 3 clusters Score -263660.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -263727.187500 Penalty: 3977.564941
	Iteration 4Q: 3 clusters Score -263727.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -263787.062500 Penalty: 3977.564941
	Iteration 5Q: 3 clusters Score -263787.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -263836.937500 Penalty: 3977.564941
	Iteration 6Q: 3 clusters Score -263836.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -263900.125000 Penalty: 3977.564941
	Iteration 7Q: 3 clusters Score -263900.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -263947.312500 Penalty: 3977.564941
	Iteration 8Q: 3 clusters Score -263947.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -263984.625000 Penalty: 3977.564941
	Iteration 9Q: 3 clusters Score -263984.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264013.625000 Penalty: 3977.564941
	Iteration 10Q: 3 clusters Score -264013.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -264037.375000 Penalty: 3977.564941
	Iteration 11Q: 3 clusters Score -264037.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -264061.656250 Penalty: 3977.564941
	Iteration 12Q: 3 clusters Score -264061.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -264076.968750 Penalty: 3977.564941
	Iteration 13Q: 3 clusters Score -264077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -264091.875000 Penalty: 3977.564941
	Iteration 14Q: 3 clusters Score -264091.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -264106.781250 Penalty: 3977.564941
	Iteration 15Q: 3 clusters Score -264106.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -264117.562500 Penalty: 3977.564941
	Iteration 16Q: 3 clusters Score -264117.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -264127.875000 Penalty: 3977.564941
	Iteration 17Q: 3 clusters Score -264127.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -264143.187500 Penalty: 3977.564941
	Iteration 18Q: 3 clusters Score -264143.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -264163.187500 Penalty: 3977.564941
	Iteration 19Q: 3 clusters Score -264163.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -264180.468750 Penalty: 3977.564941
	Iteration 20F: 3 clusters Score -264180.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -264199.093750 Penalty: 3977.564941
	Iteration 21Q: 3 clusters Score -264199.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -264219.093750 Penalty: 3977.564941
	Iteration 22Q: 3 clusters Score -264219.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -264232.343750 Penalty: 3977.564941
	Iteration 23Q: 3 clusters Score -264232.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -264251.781250 Penalty: 3977.564941
	Iteration 24Q: 3 clusters Score -264251.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -264274.062500 Penalty: 3977.564941
	Iteration 25Q: 3 clusters Score -264274.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -264292.375000 Penalty: 3977.564941
	Iteration 26Q: 3 clusters Score -264292.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -264307.125000 Penalty: 3977.564941
	Iteration 27Q: 3 clusters Score -264307.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -264319.937500 Penalty: 3977.564941
	Iteration 28Q: 3 clusters Score -264319.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -264332.843750 Penalty: 3977.564941
	Iteration 29Q: 3 clusters Score -264332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -264339.218750 Penalty: 3977.564941
	Iteration 30Q: 3 clusters Score -264339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -264341.812500 Penalty: 3977.564941
	Iteration 31Q: 3 clusters Score -264341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -264342.312500 Penalty: 3977.564941
	Iteration 32Q: 3 clusters Score -264342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -264342.968750 Penalty: 3977.564941
	Iteration 33Q: 3 clusters Score -264343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -264344.031250 Penalty: 3977.564941
	Iteration 34Q: 3 clusters Score -264344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264344.250000 Penalty: 3977.564941
	Iteration 35Q: 3 clusters Score -264344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -264344.781250 Penalty: 3977.564941
	Iteration 36Q: 3 clusters Score -264344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -264345.343750 Penalty: 3977.564941
	Iteration 37Q: 3 clusters Score -264345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264345.750000 Penalty: 3977.564941
	Iteration 38Q: 3 clusters Score -264345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264345.750000 Penalty: 3977.564941
	Iteration 39F: 3 clusters Score -264345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Entering Unmasked Estep 
Score: -1815343.375000 Penalty: 2469.683594
	Iteration 0F: 2 clusters Score -1815343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1800507.375000 Penalty: 4939.367188
	Iteration 0F: 3 clusters Score -1800507 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1805660.000000 Penalty: 4939.367188
	Iteration 1F: 3 clusters Score -1805660 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1806203.500000 Penalty: 4939.367188
	Iteration 2F: 3 clusters Score -1806204 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1806710.375000 Penalty: 4939.367188
	Iteration 3F: 3 clusters Score -1806710 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1807247.875000 Penalty: 4939.367188
	Iteration 4F: 3 clusters Score -1807248 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1807851.750000 Penalty: 4939.367188
	Iteration 5Q: 3 clusters Score -1807852 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1808574.000000 Penalty: 4939.367188
	Iteration 6F: 3 clusters Score -1808574 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1809326.875000 Penalty: 4939.367188
	Iteration 7F: 3 clusters Score -1809327 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1810106.875000 Penalty: 4939.367188
	Iteration 8F: 3 clusters Score -1810107 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1810792.250000 Penalty: 4939.367188
	Iteration 9F: 3 clusters Score -1810792 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1811377.125000 Penalty: 4939.367188
	Iteration 10Q: 3 clusters Score -1811377 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1811791.750000 Penalty: 4939.367188
	Iteration 11Q: 3 clusters Score -1811792 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1812067.625000 Penalty: 4939.367188
	Iteration 12Q: 3 clusters Score -1812068 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1812254.500000 Penalty: 4939.367188
	Iteration 13Q: 3 clusters Score -1812254 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1812428.875000 Penalty: 4939.367188
	Iteration 14Q: 3 clusters Score -1812429 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1812614.375000 Penalty: 4939.367188
	Iteration 15Q: 3 clusters Score -1812614 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1812811.375000 Penalty: 4939.367188
	Iteration 16Q: 3 clusters Score -1812811 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1813063.125000 Penalty: 4939.367188
	Iteration 17Q: 3 clusters Score -1813063 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1813347.625000 Penalty: 4939.367188
	Iteration 18Q: 3 clusters Score -1813348 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1813591.500000 Penalty: 4939.367188
	Iteration 19Q: 3 clusters Score -1813592 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1813810.750000 Penalty: 4939.367188
	Iteration 20F: 3 clusters Score -1813811 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1813996.625000 Penalty: 4939.367188
	Iteration 21Q: 3 clusters Score -1813997 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1814124.375000 Penalty: 4939.367188
	Iteration 22Q: 3 clusters Score -1814124 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1814216.125000 Penalty: 4939.367188
	Iteration 23Q: 3 clusters Score -1814216 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1814258.375000 Penalty: 4939.367188
	Iteration 24Q: 3 clusters Score -1814258 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1814286.250000 Penalty: 4939.367188
	Iteration 25Q: 3 clusters Score -1814286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1814294.250000 Penalty: 4939.367188
	Iteration 26Q: 3 clusters Score -1814294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1814314.875000 Penalty: 4939.367188
	Iteration 27Q: 3 clusters Score -1814315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1814324.750000 Penalty: 4939.367188
	Iteration 28Q: 3 clusters Score -1814325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1814328.250000 Penalty: 4939.367188
	Iteration 29Q: 3 clusters Score -1814328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1814336.375000 Penalty: 4939.367188
	Iteration 30Q: 3 clusters Score -1814336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1814336.125000 Penalty: 4939.367188
	Iteration 31Q: 3 clusters Score -1814336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1814341.500000 Penalty: 4939.367188
	Iteration 32Q: 3 clusters Score -1814342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1814342.750000 Penalty: 4939.367188
	Iteration 33Q: 3 clusters Score -1814343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1814339.500000 Penalty: 4939.367188
	Iteration 34Q: 3 clusters Score -1814340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1814339.625000 Penalty: 4939.367188
	Iteration 35Q: 3 clusters Score -1814340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1814342.625000 Penalty: 4939.367188
	Iteration 36Q: 3 clusters Score -1814343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1814342.750000 Penalty: 4939.367188
	Iteration 37Q: 3 clusters Score -1814343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1814341.250000 Penalty: 4939.367188
	Iteration 38Q: 3 clusters Score -1814341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1814345.500000 Penalty: 4939.367188
	Iteration 39Q: 3 clusters Score -1814346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1814347.250000 Penalty: 4939.367188
	Iteration 40F: 3 clusters Score -1814347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1814345.625000 Penalty: 4939.367188
	Iteration 41Q: 3 clusters Score -1814346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1814345.375000 Penalty: 4939.367188
	Iteration 42Q: 3 clusters Score -1814345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1814345.500000 Penalty: 4939.367188
	Iteration 43Q: 3 clusters Score -1814346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1814345.500000 Penalty: 4939.367188
	Iteration 44F: 3 clusters Score -1814346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Entering Unmasked Estep 
Score: -6634309.000000 Penalty: 2783.976074
	Iteration 0F: 2 clusters Score -6634309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -6583895.000000 Penalty: 5567.952148
	Iteration 0F: 3 clusters Score -6583895 nChanged 35260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -6604034.000000 Penalty: 5567.952148
	Iteration 1F: 3 clusters Score -6604034 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -6604811.500000 Penalty: 5567.952148
	Iteration 2Q: 3 clusters Score -6604812 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -6605662.000000 Penalty: 5567.952148
	Iteration 3Q: 3 clusters Score -6605662 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -6606839.000000 Penalty: 5567.952148
	Iteration 4Q: 3 clusters Score -6606839 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -6608440.500000 Penalty: 5567.952148
	Iteration 5Q: 3 clusters Score -6608440 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -6610778.000000 Penalty: 5567.952148
	Iteration 6F: 3 clusters Score -6610778 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -6613861.500000 Penalty: 5567.952148
	Iteration 7F: 3 clusters Score -6613862 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -6617584.500000 Penalty: 5567.952148
	Iteration 8F: 3 clusters Score -6617584 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -6621247.000000 Penalty: 5567.952148
	Iteration 9F: 3 clusters Score -6621247 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -6624281.500000 Penalty: 5567.952148
	Iteration 10Q: 3 clusters Score -6624282 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -6626531.000000 Penalty: 5567.952148
	Iteration 11Q: 3 clusters Score -6626531 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -6627998.000000 Penalty: 5567.952148
	Iteration 12Q: 3 clusters Score -6627998 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -6629015.000000 Penalty: 5567.952148
	Iteration 13Q: 3 clusters Score -6629015 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -6629768.500000 Penalty: 5567.952148
	Iteration 14Q: 3 clusters Score -6629768 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -6630318.500000 Penalty: 5567.952148
	Iteration 15Q: 3 clusters Score -6630318 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -6630701.000000 Penalty: 5567.952148
	Iteration 16Q: 3 clusters Score -6630701 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -6631019.000000 Penalty: 5567.952148
	Iteration 17Q: 3 clusters Score -6631019 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -6631243.000000 Penalty: 5567.952148
	Iteration 18Q: 3 clusters Score -6631243 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -6631422.500000 Penalty: 5567.952148
	Iteration 19Q: 3 clusters Score -6631422 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -6631587.000000 Penalty: 5567.952148
	Iteration 20F: 3 clusters Score -6631587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -6631709.500000 Penalty: 5567.952148
	Iteration 21Q: 3 clusters Score -6631710 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -6631792.500000 Penalty: 5567.952148
	Iteration 22Q: 3 clusters Score -6631792 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -6631822.000000 Penalty: 5567.952148
	Iteration 23Q: 3 clusters Score -6631822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -6631887.000000 Penalty: 5567.952148
	Iteration 24Q: 3 clusters Score -6631887 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -6631908.500000 Penalty: 5567.952148
	Iteration 25Q: 3 clusters Score -6631908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -6631926.000000 Penalty: 5567.952148
	Iteration 26Q: 3 clusters Score -6631926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -6631962.500000 Penalty: 5567.952148
	Iteration 27Q: 3 clusters Score -6631962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -6631974.500000 Penalty: 5567.952148
	Iteration 28Q: 3 clusters Score -6631974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -6631989.000000 Penalty: 5567.952148
	Iteration 29Q: 3 clusters Score -6631989 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -6631993.000000 Penalty: 5567.952148
	Iteration 30Q: 3 clusters Score -6631993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -6632013.000000 Penalty: 5567.952148
	Iteration 31Q: 3 clusters Score -6632013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -6632035.000000 Penalty: 5567.952148
	Iteration 32Q: 3 clusters Score -6632035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -6632057.000000 Penalty: 5567.952148
	Iteration 33Q: 3 clusters Score -6632057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -6632064.000000 Penalty: 5567.952148
	Iteration 34Q: 3 clusters Score -6632064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -6632079.000000 Penalty: 5567.952148
	Iteration 35Q: 3 clusters Score -6632079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -6632080.000000 Penalty: 5567.952148
	Iteration 36Q: 3 clusters Score -6632080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -6632090.500000 Penalty: 5567.952148
	Iteration 37Q: 3 clusters Score -6632090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 73948 members 
Entering Unmasked Estep 
Score: -6632091.000000 Penalty: 5567.952148
	Iteration 38Q: 3 clusters Score -6632091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -6632088.000000 Penalty: 5567.952148
	Iteration 39Q: 3 clusters Score -6632088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -6632090.500000 Penalty: 5567.952148
	Iteration 40F: 3 clusters Score -6632090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (416507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416507 members 
Entering Unmasked Estep 
Score: -36774560.000000 Penalty: 3209.035156
	Iteration 0F: 2 clusters Score -3.677456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208054 members 
Mstep: Class 2 contains 208453 members 
Entering Unmasked Estep 
Score: -36493508.000000 Penalty: 6418.070312
	Iteration 0F: 3 clusters Score -3.649351e+07 nChanged 203421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205709 members 
Mstep: Class 2 contains 210798 members 
Entering Unmasked Estep 
Score: -36614320.000000 Penalty: 6418.070312
	Iteration 1F: 3 clusters Score -3.661432e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204048 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -36616028.000000 Penalty: 6418.070312
	Iteration 2Q: 3 clusters Score -3.661603e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201212 members 
Mstep: Class 2 contains 215295 members 
Entering Unmasked Estep 
Score: -36617868.000000 Penalty: 6418.070312
	Iteration 3Q: 3 clusters Score -3.661787e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196519 members 
Mstep: Class 2 contains 219988 members 
Entering Unmasked Estep 
Score: -36620408.000000 Penalty: 6418.070312
	Iteration 4Q: 3 clusters Score -3.662041e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188791 members 
Mstep: Class 2 contains 227716 members 
Entering Unmasked Estep 
Score: -36624336.000000 Penalty: 6418.070312
	Iteration 5Q: 3 clusters Score -3.662434e+07 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176577 members 
Mstep: Class 2 contains 239930 members 
Entering Unmasked Estep 
Score: -36631180.000000 Penalty: 6418.070312
	Iteration 6Q: 3 clusters Score -3.663118e+07 nChanged 22429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 258245 members 
Entering Unmasked Estep 
Score: -36643008.000000 Penalty: 6418.070312
	Iteration 7F: 3 clusters Score -3.664301e+07 nChanged 27941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133569 members 
Mstep: Class 2 contains 282938 members 
Entering Unmasked Estep 
Score: -36661884.000000 Penalty: 6418.070312
	Iteration 8F: 3 clusters Score -3.666188e+07 nChanged 31258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 311570 members 
Entering Unmasked Estep 
Score: -36685964.000000 Penalty: 6418.070312
	Iteration 9F: 3 clusters Score -3.668596e+07 nChanged 28973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 338509 members 
Entering Unmasked Estep 
Score: -36710364.000000 Penalty: 6418.070312
	Iteration 10F: 3 clusters Score -3.671036e+07 nChanged 22872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 359921 members 
Entering Unmasked Estep 
Score: -36730372.000000 Penalty: 6418.070312
	Iteration 11F: 3 clusters Score -3.673037e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 374473 members 
Entering Unmasked Estep 
Score: -36744132.000000 Penalty: 6418.070312
	Iteration 12Q: 3 clusters Score -3.674413e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 384371 members 
Entering Unmasked Estep 
Score: -36752920.000000 Penalty: 6418.070312
	Iteration 13Q: 3 clusters Score -3.675292e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 391293 members 
Entering Unmasked Estep 
Score: -36758344.000000 Penalty: 6418.070312
	Iteration 14Q: 3 clusters Score -3.675834e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 396439 members 
Entering Unmasked Estep 
Score: -36761768.000000 Penalty: 6418.070312
	Iteration 15Q: 3 clusters Score -3.676177e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 400509 members 
Entering Unmasked Estep 
Score: -36764444.000000 Penalty: 6418.070312
	Iteration 16Q: 3 clusters Score -3.676444e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 403785 members 
Entering Unmasked Estep 
Score: -36766444.000000 Penalty: 6418.070312
	Iteration 17Q: 3 clusters Score -3.676644e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 406353 members 
Entering Unmasked Estep 
Score: -36767812.000000 Penalty: 6418.070312
	Iteration 18Q: 3 clusters Score -3.676781e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 408304 members 
Entering Unmasked Estep 
Score: -36768852.000000 Penalty: 6418.070312
	Iteration 19Q: 3 clusters Score -3.676885e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 409826 members 
Entering Unmasked Estep 
Score: -36769552.000000 Penalty: 6418.070312
	Iteration 20F: 3 clusters Score -3.676955e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 411036 members 
Entering Unmasked Estep 
Score: -36770132.000000 Penalty: 6418.070312
	Iteration 21Q: 3 clusters Score -3.677013e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 411962 members 
Entering Unmasked Estep 
Score: -36770568.000000 Penalty: 6418.070312
	Iteration 22Q: 3 clusters Score -3.677057e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 412682 members 
Entering Unmasked Estep 
Score: -36770920.000000 Penalty: 6418.070312
	Iteration 23Q: 3 clusters Score -3.677092e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 413193 members 
Entering Unmasked Estep 
Score: -36771188.000000 Penalty: 6418.070312
	Iteration 24Q: 3 clusters Score -3.677119e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 413600 members 
Entering Unmasked Estep 
Score: -36771324.000000 Penalty: 6418.070312
	Iteration 25Q: 3 clusters Score -3.677132e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 413910 members 
Entering Unmasked Estep 
Score: -36771492.000000 Penalty: 6418.070312
	Iteration 26Q: 3 clusters Score -3.677149e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 414150 members 
Entering Unmasked Estep 
Score: -36771604.000000 Penalty: 6418.070312
	Iteration 27Q: 3 clusters Score -3.67716e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 414341 members 
Entering Unmasked Estep 
Score: -36771616.000000 Penalty: 6418.070312
	Iteration 28Q: 3 clusters Score -3.677162e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 414510 members 
Entering Unmasked Estep 
Score: -36771700.000000 Penalty: 6418.070312
	Iteration 29Q: 3 clusters Score -3.67717e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 414652 members 
Entering Unmasked Estep 
Score: -36771764.000000 Penalty: 6418.070312
	Iteration 30Q: 3 clusters Score -3.677176e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 414754 members 
Entering Unmasked Estep 
Score: -36771776.000000 Penalty: 6418.070312
	Iteration 31Q: 3 clusters Score -3.677178e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 414839 members 
Entering Unmasked Estep 
Score: -36771788.000000 Penalty: 6418.070312
	Iteration 32Q: 3 clusters Score -3.677179e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 414909 members 
Entering Unmasked Estep 
Score: -36771828.000000 Penalty: 6418.070312
	Iteration 33Q: 3 clusters Score -3.677183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 414973 members 
Entering Unmasked Estep 
Score: -36771864.000000 Penalty: 6418.070312
	Iteration 34Q: 3 clusters Score -3.677186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 415022 members 
Entering Unmasked Estep 
Score: -36771844.000000 Penalty: 6418.070312
	Iteration 35Q: 3 clusters Score -3.677184e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 415062 members 
Entering Unmasked Estep 
Score: -36771836.000000 Penalty: 6418.070312
	Iteration 36Q: 3 clusters Score -3.677184e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 415097 members 
Entering Unmasked Estep 
Score: -36771844.000000 Penalty: 6418.070312
	Iteration 37Q: 3 clusters Score -3.677184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 415127 members 
Entering Unmasked Estep 
Score: -36771832.000000 Penalty: 6418.070312
	Iteration 38Q: 3 clusters Score -3.677183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 415151 members 
Entering Unmasked Estep 
Score: -36771808.000000 Penalty: 6418.070312
	Iteration 39Q: 3 clusters Score -3.677181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 415173 members 
Entering Unmasked Estep 
Score: -36771860.000000 Penalty: 6418.070312
	Iteration 40F: 3 clusters Score -3.677186e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 415193 members 
Entering Unmasked Estep 
Score: -36771856.000000 Penalty: 6418.070312
	Iteration 41Q: 3 clusters Score -3.677186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 415200 members 
Entering Unmasked Estep 
Score: -36771872.000000 Penalty: 6418.070312
	Iteration 42Q: 3 clusters Score -3.677187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 415213 members 
Entering Unmasked Estep 
Score: -36771872.000000 Penalty: 6418.070312
	Iteration 43Q: 3 clusters Score -3.677187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 415221 members 
Entering Unmasked Estep 
Score: -36771872.000000 Penalty: 6418.070312
	Iteration 44Q: 3 clusters Score -3.677187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 415229 members 
Entering Unmasked Estep 
Score: -36771876.000000 Penalty: 6418.070312
	Iteration 45Q: 3 clusters Score -3.677188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 415241 members 
Entering Unmasked Estep 
Score: -36771876.000000 Penalty: 6418.070312
	Iteration 46Q: 3 clusters Score -3.677188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 415250 members 
Entering Unmasked Estep 
Score: -36771888.000000 Penalty: 6418.070312
	Iteration 47Q: 3 clusters Score -3.677189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 415259 members 
Entering Unmasked Estep 
Score: -36771884.000000 Penalty: 6418.070312
	Iteration 48Q: 3 clusters Score -3.677188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 415265 members 
Entering Unmasked Estep 
Score: -36771856.000000 Penalty: 6418.070312
	Iteration 49Q: 3 clusters Score -3.677186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 415269 members 
Entering Unmasked Estep 
Score: -36771864.000000 Penalty: 6418.070312
	Iteration 50Q: 3 clusters Score -3.677186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 415273 members 
Entering Unmasked Estep 
Score: -36771856.000000 Penalty: 6418.070312
	Iteration 51Q: 3 clusters Score -3.677186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 415273 members 
Entering Unmasked Estep 
Score: -36771876.000000 Penalty: 6418.070312
	Iteration 52Q: 3 clusters Score -3.677188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 415277 members 
Entering Unmasked Estep 
Score: -36771868.000000 Penalty: 6418.070312
	Iteration 53Q: 3 clusters Score -3.677187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 415279 members 
Entering Unmasked Estep 
Score: -36771860.000000 Penalty: 6418.070312
	Iteration 54Q: 3 clusters Score -3.677186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 415283 members 
Entering Unmasked Estep 
Score: -36771892.000000 Penalty: 6418.070312
	Iteration 55Q: 3 clusters Score -3.677189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 415287 members 
Entering Unmasked Estep 
Score: -36771908.000000 Penalty: 6418.070312
	Iteration 56Q: 3 clusters Score -3.677191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 415295 members 
Entering Unmasked Estep 
Score: -36771916.000000 Penalty: 6418.070312
	Iteration 57Q: 3 clusters Score -3.677192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 415302 members 
Entering Unmasked Estep 
Score: -36771924.000000 Penalty: 6418.070312
	Iteration 58Q: 3 clusters Score -3.677192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 415304 members 
Entering Unmasked Estep 
Score: -36771944.000000 Penalty: 6418.070312
	Iteration 59Q: 3 clusters Score -3.677194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 415308 members 
Entering Unmasked Estep 
Score: -36771944.000000 Penalty: 6418.070312
	Iteration 60F: 3 clusters Score -3.677194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 415309 members 
Entering Unmasked Estep 
Score: -36771944.000000 Penalty: 6418.070312
	Iteration 61Q: 3 clusters Score -3.677194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 415311 members 
Entering Unmasked Estep 
Score: -36771944.000000 Penalty: 6418.070312
	Iteration 62Q: 3 clusters Score -3.677194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 415311 members 
Entering Unmasked Estep 
Score: -36771944.000000 Penalty: 6418.070312
	Iteration 63F: 3 clusters Score -3.677194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Entering Unmasked Estep 
Score: -5438581.500000 Penalty: 2733.415527
	Iteration 0F: 2 clusters Score -5438582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -5397561.500000 Penalty: 5466.831055
	Iteration 0F: 3 clusters Score -5397562 nChanged 28391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -5413256.000000 Penalty: 5466.831055
	Iteration 1F: 3 clusters Score -5413256 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -5413775.500000 Penalty: 5466.831055
	Iteration 2Q: 3 clusters Score -5413776 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -5414329.500000 Penalty: 5466.831055
	Iteration 3Q: 3 clusters Score -5414330 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5415005.000000 Penalty: 5466.831055
	Iteration 4Q: 3 clusters Score -5415005 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5415879.000000 Penalty: 5466.831055
	Iteration 5Q: 3 clusters Score -5415879 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5417080.500000 Penalty: 5466.831055
	Iteration 6Q: 3 clusters Score -5417080 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -5418728.000000 Penalty: 5466.831055
	Iteration 7F: 3 clusters Score -5418728 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5421006.000000 Penalty: 5466.831055
	Iteration 8F: 3 clusters Score -5421006 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5423883.500000 Penalty: 5466.831055
	Iteration 9F: 3 clusters Score -5423884 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5427167.000000 Penalty: 5466.831055
	Iteration 10F: 3 clusters Score -5427167 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -5430268.500000 Penalty: 5466.831055
	Iteration 11F: 3 clusters Score -5430268 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5432853.500000 Penalty: 5466.831055
	Iteration 12Q: 3 clusters Score -5432854 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5434461.500000 Penalty: 5466.831055
	Iteration 13Q: 3 clusters Score -5434462 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5435310.000000 Penalty: 5466.831055
	Iteration 14Q: 3 clusters Score -5435310 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5435705.500000 Penalty: 5466.831055
	Iteration 15Q: 3 clusters Score -5435706 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5435957.500000 Penalty: 5466.831055
	Iteration 16Q: 3 clusters Score -5435958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5436084.000000 Penalty: 5466.831055
	Iteration 17Q: 3 clusters Score -5436084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60672 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5436161.500000 Penalty: 5466.831055
	Iteration 18Q: 3 clusters Score -5436162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5436201.000000 Penalty: 5466.831055
	Iteration 19Q: 3 clusters Score -5436201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5436232.500000 Penalty: 5466.831055
	Iteration 20F: 3 clusters Score -5436232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5436258.000000 Penalty: 5466.831055
	Iteration 21Q: 3 clusters Score -5436258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5436282.500000 Penalty: 5466.831055
	Iteration 22Q: 3 clusters Score -5436282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5436288.000000 Penalty: 5466.831055
	Iteration 23Q: 3 clusters Score -5436288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5436301.000000 Penalty: 5466.831055
	Iteration 24Q: 3 clusters Score -5436301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5436301.500000 Penalty: 5466.831055
	Iteration 25Q: 3 clusters Score -5436302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5436303.000000 Penalty: 5466.831055
	Iteration 26Q: 3 clusters Score -5436303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5436306.500000 Penalty: 5466.831055
	Iteration 27Q: 3 clusters Score -5436306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5436304.500000 Penalty: 5466.831055
	Iteration 28Q: 3 clusters Score -5436304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5436307.000000 Penalty: 5466.831055
	Iteration 29Q: 3 clusters Score -5436307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5436313.000000 Penalty: 5466.831055
	Iteration 30Q: 3 clusters Score -5436313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5436313.000000 Penalty: 5466.831055
	Iteration 31F: 3 clusters Score -5436313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (325613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325613 members 
Entering Unmasked Estep 
Score: -28761694.000000 Penalty: 3147.979492
	Iteration 0F: 2 clusters Score -2.876169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163124 members 
Mstep: Class 2 contains 162489 members 
Entering Unmasked Estep 
Score: -28543278.000000 Penalty: 6295.958984
	Iteration 0F: 3 clusters Score -2.854328e+07 nChanged 157840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169698 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -28636556.000000 Penalty: 6295.958984
	Iteration 1F: 3 clusters Score -2.863656e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174273 members 
Mstep: Class 2 contains 151340 members 
Entering Unmasked Estep 
Score: -28638438.000000 Penalty: 6295.958984
	Iteration 2Q: 3 clusters Score -2.863844e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181569 members 
Mstep: Class 2 contains 144044 members 
Entering Unmasked Estep 
Score: -28641054.000000 Penalty: 6295.958984
	Iteration 3Q: 3 clusters Score -2.864105e+07 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192920 members 
Mstep: Class 2 contains 132693 members 
Entering Unmasked Estep 
Score: -28646416.000000 Penalty: 6295.958984
	Iteration 4Q: 3 clusters Score -2.864642e+07 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210091 members 
Mstep: Class 2 contains 115522 members 
Entering Unmasked Estep 
Score: -28655912.000000 Penalty: 6295.958984
	Iteration 5F: 3 clusters Score -2.865591e+07 nChanged 24746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234025 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -28673400.000000 Penalty: 6295.958984
	Iteration 6F: 3 clusters Score -2.86734e+07 nChanged 29055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262712 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -28699132.000000 Penalty: 6295.958984
	Iteration 7F: 3 clusters Score -2.869913e+07 nChanged 27547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290175 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -28725418.000000 Penalty: 6295.958984
	Iteration 8F: 3 clusters Score -2.872542e+07 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309709 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -28744390.000000 Penalty: 6295.958984
	Iteration 9F: 3 clusters Score -2.874439e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319784 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -28753484.000000 Penalty: 6295.958984
	Iteration 10Q: 3 clusters Score -2.875348e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323663 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -28757200.000000 Penalty: 6295.958984
	Iteration 11Q: 3 clusters Score -2.87572e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324857 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -28758250.000000 Penalty: 6295.958984
	Iteration 12Q: 3 clusters Score -2.875825e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325197 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -28758630.000000 Penalty: 6295.958984
	Iteration 13Q: 3 clusters Score -2.875863e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325280 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28758760.000000 Penalty: 6295.958984
	Iteration 14Q: 3 clusters Score -2.875876e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325317 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28758868.000000 Penalty: 6295.958984
	Iteration 15Q: 3 clusters Score -2.875887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325337 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28758890.000000 Penalty: 6295.958984
	Iteration 16Q: 3 clusters Score -2.875889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28758938.000000 Penalty: 6295.958984
	Iteration 17Q: 3 clusters Score -2.875894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325359 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28758938.000000 Penalty: 6295.958984
	Iteration 18Q: 3 clusters Score -2.875894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325360 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28758940.000000 Penalty: 6295.958984
	Iteration 19Q: 3 clusters Score -2.875894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325363 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28758946.000000 Penalty: 6295.958984
	Iteration 20F: 3 clusters Score -2.875895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28758962.000000 Penalty: 6295.958984
	Iteration 21Q: 3 clusters Score -2.875896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325365 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28758976.000000 Penalty: 6295.958984
	Iteration 22Q: 3 clusters Score -2.875898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325365 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28758968.000000 Penalty: 6295.958984
	Iteration 23Q: 3 clusters Score -2.875897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28758964.000000 Penalty: 6295.958984
	Iteration 24Q: 3 clusters Score -2.875896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -28758964.000000 Penalty: 6295.958984
	Iteration 25F: 3 clusters Score -2.875896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Entering Unmasked Estep 
Score: -2277451.250000 Penalty: 2521.140869
	Iteration 0F: 2 clusters Score -2277451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2259535.000000 Penalty: 5042.281738
	Iteration 0F: 3 clusters Score -2259535 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2265865.250000 Penalty: 5042.281738
	Iteration 1F: 3 clusters Score -2265865 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2266241.750000 Penalty: 5042.281738
	Iteration 2Q: 3 clusters Score -2266242 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2266570.000000 Penalty: 5042.281738
	Iteration 3Q: 3 clusters Score -2266570 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2266874.250000 Penalty: 5042.281738
	Iteration 4Q: 3 clusters Score -2266874 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2267214.250000 Penalty: 5042.281738
	Iteration 5Q: 3 clusters Score -2267214 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2267578.500000 Penalty: 5042.281738
	Iteration 6Q: 3 clusters Score -2267578 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2268029.500000 Penalty: 5042.281738
	Iteration 7Q: 3 clusters Score -2268030 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2268663.250000 Penalty: 5042.281738
	Iteration 8Q: 3 clusters Score -2268663 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2269488.750000 Penalty: 5042.281738
	Iteration 9F: 3 clusters Score -2269489 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2270504.000000 Penalty: 5042.281738
	Iteration 10F: 3 clusters Score -2270504 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2271647.000000 Penalty: 5042.281738
	Iteration 11F: 3 clusters Score -2271647 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2272716.000000 Penalty: 5042.281738
	Iteration 12F: 3 clusters Score -2272716 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2273565.750000 Penalty: 5042.281738
	Iteration 13Q: 3 clusters Score -2273566 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2274193.500000 Penalty: 5042.281738
	Iteration 14Q: 3 clusters Score -2274194 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2274663.250000 Penalty: 5042.281738
	Iteration 15Q: 3 clusters Score -2274663 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2274928.500000 Penalty: 5042.281738
	Iteration 16Q: 3 clusters Score -2274928 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2275072.250000 Penalty: 5042.281738
	Iteration 17Q: 3 clusters Score -2275072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2275153.250000 Penalty: 5042.281738
	Iteration 18Q: 3 clusters Score -2275153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2275205.250000 Penalty: 5042.281738
	Iteration 19Q: 3 clusters Score -2275205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2275238.000000 Penalty: 5042.281738
	Iteration 20F: 3 clusters Score -2275238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2275260.250000 Penalty: 5042.281738
	Iteration 21Q: 3 clusters Score -2275260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -2275282.250000 Penalty: 5042.281738
	Iteration 22Q: 3 clusters Score -2275282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2275302.000000 Penalty: 5042.281738
	Iteration 23Q: 3 clusters Score -2275302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2275322.250000 Penalty: 5042.281738
	Iteration 24Q: 3 clusters Score -2275322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -2275334.500000 Penalty: 5042.281738
	Iteration 25Q: 3 clusters Score -2275334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -2275352.250000 Penalty: 5042.281738
	Iteration 26Q: 3 clusters Score -2275352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2275354.500000 Penalty: 5042.281738
	Iteration 27Q: 3 clusters Score -2275354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2275358.500000 Penalty: 5042.281738
	Iteration 28Q: 3 clusters Score -2275358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -2275361.250000 Penalty: 5042.281738
	Iteration 29Q: 3 clusters Score -2275361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2275361.000000 Penalty: 5042.281738
	Iteration 30Q: 3 clusters Score -2275361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -2275361.250000 Penalty: 5042.281738
	Iteration 31Q: 3 clusters Score -2275361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2275362.500000 Penalty: 5042.281738
	Iteration 32Q: 3 clusters Score -2275362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2275364.750000 Penalty: 5042.281738
	Iteration 33Q: 3 clusters Score -2275365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2275365.500000 Penalty: 5042.281738
	Iteration 34Q: 3 clusters Score -2275366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2275365.500000 Penalty: 5042.281738
	Iteration 35Q: 3 clusters Score -2275366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2275365.500000 Penalty: 5042.281738
	Iteration 36F: 3 clusters Score -2275366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -455042.781250 Penalty: 2137.653076
	Iteration 0F: 2 clusters Score -455042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -450173.187500 Penalty: 4275.306152
	Iteration 0F: 3 clusters Score -450173.2 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -451355.656250 Penalty: 4275.306152
	Iteration 1F: 3 clusters Score -451355.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -451566.968750 Penalty: 4275.306152
	Iteration 2F: 3 clusters Score -451567 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -451709.281250 Penalty: 4275.306152
	Iteration 3Q: 3 clusters Score -451709.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -451849.718750 Penalty: 4275.306152
	Iteration 4Q: 3 clusters Score -451849.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -451960.625000 Penalty: 4275.306152
	Iteration 5Q: 3 clusters Score -451960.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -452096.218750 Penalty: 4275.306152
	Iteration 6Q: 3 clusters Score -452096.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -452280.843750 Penalty: 4275.306152
	Iteration 7Q: 3 clusters Score -452280.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -452526.218750 Penalty: 4275.306152
	Iteration 8Q: 3 clusters Score -452526.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -452809.062500 Penalty: 4275.306152
	Iteration 9F: 3 clusters Score -452809.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -453097.562500 Penalty: 4275.306152
	Iteration 10F: 3 clusters Score -453097.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -453323.312500 Penalty: 4275.306152
	Iteration 11Q: 3 clusters Score -453323.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -453494.093750 Penalty: 4275.306152
	Iteration 12Q: 3 clusters Score -453494.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -453622.593750 Penalty: 4275.306152
	Iteration 13Q: 3 clusters Score -453622.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -453718.218750 Penalty: 4275.306152
	Iteration 14Q: 3 clusters Score -453718.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -453796.718750 Penalty: 4275.306152
	Iteration 15Q: 3 clusters Score -453796.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -453861.468750 Penalty: 4275.306152
	Iteration 16Q: 3 clusters Score -453861.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -453914.593750 Penalty: 4275.306152
	Iteration 17Q: 3 clusters Score -453914.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -453957.093750 Penalty: 4275.306152
	Iteration 18Q: 3 clusters Score -453957.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -453992.937500 Penalty: 4275.306152
	Iteration 19Q: 3 clusters Score -453992.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -454027.593750 Penalty: 4275.306152
	Iteration 20F: 3 clusters Score -454027.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -454052.000000 Penalty: 4275.306152
	Iteration 21Q: 3 clusters Score -454052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -454075.687500 Penalty: 4275.306152
	Iteration 22Q: 3 clusters Score -454075.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -454091.625000 Penalty: 4275.306152
	Iteration 23Q: 3 clusters Score -454091.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -454104.687500 Penalty: 4275.306152
	Iteration 24Q: 3 clusters Score -454104.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -454118.750000 Penalty: 4275.306152
	Iteration 25Q: 3 clusters Score -454118.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -454127.718750 Penalty: 4275.306152
	Iteration 26Q: 3 clusters Score -454127.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -454138.875000 Penalty: 4275.306152
	Iteration 27Q: 3 clusters Score -454138.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -454154.218750 Penalty: 4275.306152
	Iteration 28Q: 3 clusters Score -454154.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -454177.750000 Penalty: 4275.306152
	Iteration 29Q: 3 clusters Score -454177.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -454198.562500 Penalty: 4275.306152
	Iteration 30Q: 3 clusters Score -454198.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -454231.218750 Penalty: 4275.306152
	Iteration 31Q: 3 clusters Score -454231.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -454260.375000 Penalty: 4275.306152
	Iteration 32Q: 3 clusters Score -454260.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -454276.531250 Penalty: 4275.306152
	Iteration 33Q: 3 clusters Score -454276.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -454290.406250 Penalty: 4275.306152
	Iteration 34Q: 3 clusters Score -454290.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -454309.125000 Penalty: 4275.306152
	Iteration 35Q: 3 clusters Score -454309.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -454323.625000 Penalty: 4275.306152
	Iteration 36Q: 3 clusters Score -454323.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -454330.843750 Penalty: 4275.306152
	Iteration 37Q: 3 clusters Score -454330.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -454335.500000 Penalty: 4275.306152
	Iteration 38Q: 3 clusters Score -454335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -454337.562500 Penalty: 4275.306152
	Iteration 39Q: 3 clusters Score -454337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -454339.062500 Penalty: 4275.306152
	Iteration 40F: 3 clusters Score -454339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -454340.281250 Penalty: 4275.306152
	Iteration 41Q: 3 clusters Score -454340.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -454342.062500 Penalty: 4275.306152
	Iteration 42Q: 3 clusters Score -454342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -454345.125000 Penalty: 4275.306152
	Iteration 43Q: 3 clusters Score -454345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -454344.218750 Penalty: 4275.306152
	Iteration 44Q: 3 clusters Score -454344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -454344.218750 Penalty: 4275.306152
	Iteration 45F: 3 clusters Score -454344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Entering Unmasked Estep 
Score: -749396.125000 Penalty: 2244.820557
	Iteration 0F: 2 clusters Score -749396.1 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 4249 members 
Entering Unmasked Estep 
Score: -742616.375000 Penalty: 4489.641113
	Iteration 0F: 3 clusters Score -742616.4 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -744445.812500 Penalty: 4489.641113
	Iteration 1F: 3 clusters Score -744445.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -744714.187500 Penalty: 4489.641113
	Iteration 2F: 3 clusters Score -744714.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -744957.250000 Penalty: 4489.641113
	Iteration 3F: 3 clusters Score -744957.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -745135.687500 Penalty: 4489.641113
	Iteration 4Q: 3 clusters Score -745135.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -745299.312500 Penalty: 4489.641113
	Iteration 5Q: 3 clusters Score -745299.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -745476.125000 Penalty: 4489.641113
	Iteration 6Q: 3 clusters Score -745476.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -745676.250000 Penalty: 4489.641113
	Iteration 7Q: 3 clusters Score -745676.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -745884.125000 Penalty: 4489.641113
	Iteration 8Q: 3 clusters Score -745884.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -746128.250000 Penalty: 4489.641113
	Iteration 9Q: 3 clusters Score -746128.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -746399.062500 Penalty: 4489.641113
	Iteration 10Q: 3 clusters Score -746399.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -746643.062500 Penalty: 4489.641113
	Iteration 11Q: 3 clusters Score -746643.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -746832.375000 Penalty: 4489.641113
	Iteration 12Q: 3 clusters Score -746832.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -746999.625000 Penalty: 4489.641113
	Iteration 13Q: 3 clusters Score -746999.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -747128.875000 Penalty: 4489.641113
	Iteration 14Q: 3 clusters Score -747128.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -747239.375000 Penalty: 4489.641113
	Iteration 15Q: 3 clusters Score -747239.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -747347.187500 Penalty: 4489.641113
	Iteration 16Q: 3 clusters Score -747347.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -747437.187500 Penalty: 4489.641113
	Iteration 17Q: 3 clusters Score -747437.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -747519.500000 Penalty: 4489.641113
	Iteration 18Q: 3 clusters Score -747519.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -747580.562500 Penalty: 4489.641113
	Iteration 19Q: 3 clusters Score -747580.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -747620.687500 Penalty: 4489.641113
	Iteration 20F: 3 clusters Score -747620.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -747643.312500 Penalty: 4489.641113
	Iteration 21Q: 3 clusters Score -747643.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -747660.125000 Penalty: 4489.641113
	Iteration 22Q: 3 clusters Score -747660.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -747668.500000 Penalty: 4489.641113
	Iteration 23Q: 3 clusters Score -747668.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -747679.875000 Penalty: 4489.641113
	Iteration 24Q: 3 clusters Score -747679.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -747687.250000 Penalty: 4489.641113
	Iteration 25Q: 3 clusters Score -747687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -747693.250000 Penalty: 4489.641113
	Iteration 26Q: 3 clusters Score -747693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -747706.000000 Penalty: 4489.641113
	Iteration 27Q: 3 clusters Score -747706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -747717.750000 Penalty: 4489.641113
	Iteration 28Q: 3 clusters Score -747717.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -747726.937500 Penalty: 4489.641113
	Iteration 29Q: 3 clusters Score -747726.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -747734.937500 Penalty: 4489.641113
	Iteration 30Q: 3 clusters Score -747734.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -747740.750000 Penalty: 4489.641113
	Iteration 31Q: 3 clusters Score -747740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -747743.750000 Penalty: 4489.641113
	Iteration 32Q: 3 clusters Score -747743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -747749.125000 Penalty: 4489.641113
	Iteration 33Q: 3 clusters Score -747749.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -747758.250000 Penalty: 4489.641113
	Iteration 34Q: 3 clusters Score -747758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -747761.687500 Penalty: 4489.641113
	Iteration 35Q: 3 clusters Score -747761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -747761.437500 Penalty: 4489.641113
	Iteration 36Q: 3 clusters Score -747761.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -747762.875000 Penalty: 4489.641113
	Iteration 37Q: 3 clusters Score -747762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -747764.937500 Penalty: 4489.641113
	Iteration 38Q: 3 clusters Score -747764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -747764.937500 Penalty: 4489.641113
	Iteration 39F: 3 clusters Score -747764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Entering Unmasked Estep 
Score: -655479.187500 Penalty: 2219.313721
	Iteration 0F: 2 clusters Score -655479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -649278.125000 Penalty: 4438.627441
	Iteration 0F: 3 clusters Score -649278.1 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -651370.437500 Penalty: 4438.627441
	Iteration 1F: 3 clusters Score -651370.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -652051.000000 Penalty: 4438.627441
	Iteration 2F: 3 clusters Score -652051 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -652663.187500 Penalty: 4438.627441
	Iteration 3F: 3 clusters Score -652663.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -653165.187500 Penalty: 4438.627441
	Iteration 4F: 3 clusters Score -653165.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -653596.937500 Penalty: 4438.627441
	Iteration 5F: 3 clusters Score -653596.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -653979.250000 Penalty: 4438.627441
	Iteration 6F: 3 clusters Score -653979.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -654243.625000 Penalty: 4438.627441
	Iteration 7Q: 3 clusters Score -654243.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -654411.875000 Penalty: 4438.627441
	Iteration 8Q: 3 clusters Score -654411.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -654542.500000 Penalty: 4438.627441
	Iteration 9Q: 3 clusters Score -654542.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -654620.625000 Penalty: 4438.627441
	Iteration 10Q: 3 clusters Score -654620.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -654681.562500 Penalty: 4438.627441
	Iteration 11Q: 3 clusters Score -654681.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -654717.750000 Penalty: 4438.627441
	Iteration 12Q: 3 clusters Score -654717.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -654748.500000 Penalty: 4438.627441
	Iteration 13Q: 3 clusters Score -654748.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -654769.625000 Penalty: 4438.627441
	Iteration 14Q: 3 clusters Score -654769.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -654790.500000 Penalty: 4438.627441
	Iteration 15Q: 3 clusters Score -654790.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -654806.312500 Penalty: 4438.627441
	Iteration 16Q: 3 clusters Score -654806.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -654817.062500 Penalty: 4438.627441
	Iteration 17Q: 3 clusters Score -654817.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -654825.750000 Penalty: 4438.627441
	Iteration 18Q: 3 clusters Score -654825.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -654832.500000 Penalty: 4438.627441
	Iteration 19Q: 3 clusters Score -654832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -654836.687500 Penalty: 4438.627441
	Iteration 20F: 3 clusters Score -654836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -654842.312500 Penalty: 4438.627441
	Iteration 21Q: 3 clusters Score -654842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -654846.500000 Penalty: 4438.627441
	Iteration 22Q: 3 clusters Score -654846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -654851.437500 Penalty: 4438.627441
	Iteration 23Q: 3 clusters Score -654851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -654857.375000 Penalty: 4438.627441
	Iteration 24Q: 3 clusters Score -654857.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -654861.375000 Penalty: 4438.627441
	Iteration 25Q: 3 clusters Score -654861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -654866.187500 Penalty: 4438.627441
	Iteration 26Q: 3 clusters Score -654866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -654868.750000 Penalty: 4438.627441
	Iteration 27Q: 3 clusters Score -654868.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -654873.437500 Penalty: 4438.627441
	Iteration 28Q: 3 clusters Score -654873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -654876.625000 Penalty: 4438.627441
	Iteration 29Q: 3 clusters Score -654876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -654878.875000 Penalty: 4438.627441
	Iteration 30Q: 3 clusters Score -654878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -654882.625000 Penalty: 4438.627441
	Iteration 31Q: 3 clusters Score -654882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -654883.937500 Penalty: 4438.627441
	Iteration 32Q: 3 clusters Score -654883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -654884.812500 Penalty: 4438.627441
	Iteration 33Q: 3 clusters Score -654884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -654886.312500 Penalty: 4438.627441
	Iteration 34Q: 3 clusters Score -654886.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -654886.312500 Penalty: 4438.627441
	Iteration 35F: 3 clusters Score -654886.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -1466239.375000 Penalty: 2411.002930
	Iteration 0F: 2 clusters Score -1466239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1454257.625000 Penalty: 4822.005859
	Iteration 0F: 3 clusters Score -1454258 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1458198.750000 Penalty: 4822.005859
	Iteration 1F: 3 clusters Score -1458199 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1458636.875000 Penalty: 4822.005859
	Iteration 2F: 3 clusters Score -1458637 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1459043.750000 Penalty: 4822.005859
	Iteration 3Q: 3 clusters Score -1459044 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1459446.250000 Penalty: 4822.005859
	Iteration 4Q: 3 clusters Score -1459446 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1459857.750000 Penalty: 4822.005859
	Iteration 5Q: 3 clusters Score -1459858 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1460303.000000 Penalty: 4822.005859
	Iteration 6Q: 3 clusters Score -1460303 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1460778.000000 Penalty: 4822.005859
	Iteration 7Q: 3 clusters Score -1460778 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1461226.625000 Penalty: 4822.005859
	Iteration 8Q: 3 clusters Score -1461227 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1461625.375000 Penalty: 4822.005859
	Iteration 9Q: 3 clusters Score -1461625 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1461940.000000 Penalty: 4822.005859
	Iteration 10Q: 3 clusters Score -1461940 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1462175.125000 Penalty: 4822.005859
	Iteration 11Q: 3 clusters Score -1462175 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1462370.000000 Penalty: 4822.005859
	Iteration 12Q: 3 clusters Score -1462370 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1462528.375000 Penalty: 4822.005859
	Iteration 13Q: 3 clusters Score -1462528 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1462652.125000 Penalty: 4822.005859
	Iteration 14Q: 3 clusters Score -1462652 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1462741.375000 Penalty: 4822.005859
	Iteration 15Q: 3 clusters Score -1462741 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1462842.500000 Penalty: 4822.005859
	Iteration 16Q: 3 clusters Score -1462842 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1462926.250000 Penalty: 4822.005859
	Iteration 17Q: 3 clusters Score -1462926 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1463022.625000 Penalty: 4822.005859
	Iteration 18Q: 3 clusters Score -1463023 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1463126.375000 Penalty: 4822.005859
	Iteration 19Q: 3 clusters Score -1463126 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1463229.125000 Penalty: 4822.005859
	Iteration 20F: 3 clusters Score -1463229 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1463352.500000 Penalty: 4822.005859
	Iteration 21Q: 3 clusters Score -1463352 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1463470.625000 Penalty: 4822.005859
	Iteration 22Q: 3 clusters Score -1463471 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1463631.750000 Penalty: 4822.005859
	Iteration 23Q: 3 clusters Score -1463632 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1463786.750000 Penalty: 4822.005859
	Iteration 24Q: 3 clusters Score -1463787 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1463917.125000 Penalty: 4822.005859
	Iteration 25Q: 3 clusters Score -1463917 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1464029.000000 Penalty: 4822.005859
	Iteration 26Q: 3 clusters Score -1464029 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1464097.375000 Penalty: 4822.005859
	Iteration 27Q: 3 clusters Score -1464097 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1464136.750000 Penalty: 4822.005859
	Iteration 28Q: 3 clusters Score -1464137 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1464169.875000 Penalty: 4822.005859
	Iteration 29Q: 3 clusters Score -1464170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1464187.125000 Penalty: 4822.005859
	Iteration 30Q: 3 clusters Score -1464187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1464208.375000 Penalty: 4822.005859
	Iteration 31Q: 3 clusters Score -1464208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1464214.750000 Penalty: 4822.005859
	Iteration 32Q: 3 clusters Score -1464215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1464223.000000 Penalty: 4822.005859
	Iteration 33Q: 3 clusters Score -1464223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1464230.750000 Penalty: 4822.005859
	Iteration 34Q: 3 clusters Score -1464231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1464235.750000 Penalty: 4822.005859
	Iteration 35Q: 3 clusters Score -1464236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1464240.875000 Penalty: 4822.005859
	Iteration 36Q: 3 clusters Score -1464241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1464242.250000 Penalty: 4822.005859
	Iteration 37Q: 3 clusters Score -1464242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1464242.375000 Penalty: 4822.005859
	Iteration 38Q: 3 clusters Score -1464242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1464244.125000 Penalty: 4822.005859
	Iteration 39Q: 3 clusters Score -1464244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1464241.125000 Penalty: 4822.005859
	Iteration 40F: 3 clusters Score -1464241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1464243.500000 Penalty: 4822.005859
	Iteration 41Q: 3 clusters Score -1464244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1464241.875000 Penalty: 4822.005859
	Iteration 42Q: 3 clusters Score -1464242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1464241.875000 Penalty: 4822.005859
	Iteration 43F: 3 clusters Score -1464242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -1402879.125000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -1402879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1391816.000000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -1391816 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1395288.500000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -1395288 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1395620.750000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -1395621 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1395848.625000 Penalty: 4782.686035
	Iteration 3Q: 3 clusters Score -1395849 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1396003.750000 Penalty: 4782.686035
	Iteration 4Q: 3 clusters Score -1396004 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1396136.875000 Penalty: 4782.686035
	Iteration 5Q: 3 clusters Score -1396137 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1396253.625000 Penalty: 4782.686035
	Iteration 6Q: 3 clusters Score -1396254 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1396368.625000 Penalty: 4782.686035
	Iteration 7Q: 3 clusters Score -1396369 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1396512.125000 Penalty: 4782.686035
	Iteration 8Q: 3 clusters Score -1396512 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1396667.375000 Penalty: 4782.686035
	Iteration 9Q: 3 clusters Score -1396667 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1396873.625000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -1396874 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1397170.875000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -1397171 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1397564.250000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -1397564 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1398124.000000 Penalty: 4782.686035
	Iteration 13F: 3 clusters Score -1398124 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1398785.000000 Penalty: 4782.686035
	Iteration 14F: 3 clusters Score -1398785 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1399449.250000 Penalty: 4782.686035
	Iteration 15F: 3 clusters Score -1399449 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1399967.500000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -1399968 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1400290.875000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -1400291 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1400491.000000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -1400491 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1400614.000000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -1400614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1400696.250000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -1400696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1400744.375000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -1400744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1400781.500000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -1400782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1400810.000000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -1400810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1400829.625000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -1400830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1400838.375000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -1400838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1400846.000000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -1400846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1400849.625000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -1400850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1400853.875000 Penalty: 4782.686035
	Iteration 28Q: 3 clusters Score -1400854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1400853.875000 Penalty: 4782.686035
	Iteration 29F: 3 clusters Score -1400854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -72428.039062 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -72428.04 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 435 members 
Entering Unmasked Estep 
Score: -70672.101562 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -70672.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71103.164062 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -71103.16 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71523.218750 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -71523.22 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -71833.343750 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -71833.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72016.398438 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -72016.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72100.250000 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -72100.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72129.289062 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -72129.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72151.976562 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -72151.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -72202.750000 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -72202.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72236.257812 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -72236.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -72255.335938 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -72255.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -72258.523438 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -72258.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -72258.523438 Penalty: 3376.735596
	Iteration 12F: 3 clusters Score -72258.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Entering Unmasked Estep 
Score: -956938.687500 Penalty: 2311.026855
	Iteration 0F: 2 clusters Score -956938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -948562.875000 Penalty: 4622.053711
	Iteration 0F: 3 clusters Score -948562.9 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -951001.375000 Penalty: 4622.053711
	Iteration 1F: 3 clusters Score -951001.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -951327.562500 Penalty: 4622.053711
	Iteration 2F: 3 clusters Score -951327.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -951580.375000 Penalty: 4622.053711
	Iteration 3F: 3 clusters Score -951580.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -951781.000000 Penalty: 4622.053711
	Iteration 4Q: 3 clusters Score -951781 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -951969.312500 Penalty: 4622.053711
	Iteration 5Q: 3 clusters Score -951969.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -952161.812500 Penalty: 4622.053711
	Iteration 6Q: 3 clusters Score -952161.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -952381.937500 Penalty: 4622.053711
	Iteration 7Q: 3 clusters Score -952381.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -952655.000000 Penalty: 4622.053711
	Iteration 8Q: 3 clusters Score -952655 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -952949.625000 Penalty: 4622.053711
	Iteration 9Q: 3 clusters Score -952949.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -953261.000000 Penalty: 4622.053711
	Iteration 10Q: 3 clusters Score -953261 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -953551.875000 Penalty: 4622.053711
	Iteration 11Q: 3 clusters Score -953551.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -953798.937500 Penalty: 4622.053711
	Iteration 12Q: 3 clusters Score -953798.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -953997.687500 Penalty: 4622.053711
	Iteration 13Q: 3 clusters Score -953997.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -954191.437500 Penalty: 4622.053711
	Iteration 14Q: 3 clusters Score -954191.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -954363.375000 Penalty: 4622.053711
	Iteration 15Q: 3 clusters Score -954363.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -954499.625000 Penalty: 4622.053711
	Iteration 16Q: 3 clusters Score -954499.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -954629.750000 Penalty: 4622.053711
	Iteration 17Q: 3 clusters Score -954629.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -954720.625000 Penalty: 4622.053711
	Iteration 18Q: 3 clusters Score -954720.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -954794.312500 Penalty: 4622.053711
	Iteration 19Q: 3 clusters Score -954794.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -954878.750000 Penalty: 4622.053711
	Iteration 20F: 3 clusters Score -954878.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -954972.437500 Penalty: 4622.053711
	Iteration 21Q: 3 clusters Score -954972.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -955079.875000 Penalty: 4622.053711
	Iteration 22Q: 3 clusters Score -955079.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -955148.250000 Penalty: 4622.053711
	Iteration 23Q: 3 clusters Score -955148.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -955195.500000 Penalty: 4622.053711
	Iteration 24Q: 3 clusters Score -955195.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -955235.875000 Penalty: 4622.053711
	Iteration 25Q: 3 clusters Score -955235.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -955264.500000 Penalty: 4622.053711
	Iteration 26Q: 3 clusters Score -955264.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -955281.812500 Penalty: 4622.053711
	Iteration 27Q: 3 clusters Score -955281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -955299.875000 Penalty: 4622.053711
	Iteration 28Q: 3 clusters Score -955299.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -955312.625000 Penalty: 4622.053711
	Iteration 29Q: 3 clusters Score -955312.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -955321.875000 Penalty: 4622.053711
	Iteration 30Q: 3 clusters Score -955321.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -955335.250000 Penalty: 4622.053711
	Iteration 31Q: 3 clusters Score -955335.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -955348.375000 Penalty: 4622.053711
	Iteration 32Q: 3 clusters Score -955348.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -955360.562500 Penalty: 4622.053711
	Iteration 33Q: 3 clusters Score -955360.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -955370.000000 Penalty: 4622.053711
	Iteration 34Q: 3 clusters Score -955370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -955377.875000 Penalty: 4622.053711
	Iteration 35Q: 3 clusters Score -955377.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -955387.062500 Penalty: 4622.053711
	Iteration 36Q: 3 clusters Score -955387.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -955398.562500 Penalty: 4622.053711
	Iteration 37Q: 3 clusters Score -955398.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -955411.125000 Penalty: 4622.053711
	Iteration 38Q: 3 clusters Score -955411.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -955425.125000 Penalty: 4622.053711
	Iteration 39Q: 3 clusters Score -955425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -955432.875000 Penalty: 4622.053711
	Iteration 40F: 3 clusters Score -955432.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -955444.562500 Penalty: 4622.053711
	Iteration 41Q: 3 clusters Score -955444.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -955456.125000 Penalty: 4622.053711
	Iteration 42Q: 3 clusters Score -955456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -955468.125000 Penalty: 4622.053711
	Iteration 43Q: 3 clusters Score -955468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -955474.750000 Penalty: 4622.053711
	Iteration 44Q: 3 clusters Score -955474.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -955482.687500 Penalty: 4622.053711
	Iteration 45Q: 3 clusters Score -955482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -955487.312500 Penalty: 4622.053711
	Iteration 46Q: 3 clusters Score -955487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -955488.687500 Penalty: 4622.053711
	Iteration 47Q: 3 clusters Score -955488.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -955489.437500 Penalty: 4622.053711
	Iteration 48Q: 3 clusters Score -955489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -955493.000000 Penalty: 4622.053711
	Iteration 49Q: 3 clusters Score -955493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -955496.687500 Penalty: 4622.053711
	Iteration 50Q: 3 clusters Score -955496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -955496.875000 Penalty: 4622.053711
	Iteration 51Q: 3 clusters Score -955496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -955497.312500 Penalty: 4622.053711
	Iteration 52Q: 3 clusters Score -955497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -955499.312500 Penalty: 4622.053711
	Iteration 53Q: 3 clusters Score -955499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -955500.500000 Penalty: 4622.053711
	Iteration 54Q: 3 clusters Score -955500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -955501.187500 Penalty: 4622.053711
	Iteration 55Q: 3 clusters Score -955501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -955501.562500 Penalty: 4622.053711
	Iteration 56Q: 3 clusters Score -955501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -955502.937500 Penalty: 4622.053711
	Iteration 57Q: 3 clusters Score -955502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -955504.187500 Penalty: 4622.053711
	Iteration 58Q: 3 clusters Score -955504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -955508.812500 Penalty: 4622.053711
	Iteration 59Q: 3 clusters Score -955508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -955511.875000 Penalty: 4622.053711
	Iteration 60F: 3 clusters Score -955511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -955514.562500 Penalty: 4622.053711
	Iteration 61Q: 3 clusters Score -955514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -955518.375000 Penalty: 4622.053711
	Iteration 62Q: 3 clusters Score -955518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -955517.687500 Penalty: 4622.053711
	Iteration 63Q: 3 clusters Score -955517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -955518.125000 Penalty: 4622.053711
	Iteration 64Q: 3 clusters Score -955518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -955518.500000 Penalty: 4622.053711
	Iteration 65Q: 3 clusters Score -955518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -955520.312500 Penalty: 4622.053711
	Iteration 66Q: 3 clusters Score -955520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -955520.437500 Penalty: 4622.053711
	Iteration 67Q: 3 clusters Score -955520.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -955521.750000 Penalty: 4622.053711
	Iteration 68Q: 3 clusters Score -955521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -955522.750000 Penalty: 4622.053711
	Iteration 69Q: 3 clusters Score -955522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -955526.312500 Penalty: 4622.053711
	Iteration 70Q: 3 clusters Score -955526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -955525.437500 Penalty: 4622.053711
	Iteration 71Q: 3 clusters Score -955525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -955525.437500 Penalty: 4622.053711
	Iteration 72F: 3 clusters Score -955525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Entering Unmasked Estep 
Score: -1946702.250000 Penalty: 2507.706543
	Iteration 0F: 2 clusters Score -1946702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1929759.000000 Penalty: 5015.413086
	Iteration 0F: 3 clusters Score -1929759 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1935981.750000 Penalty: 5015.413086
	Iteration 1F: 3 clusters Score -1935982 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1936657.875000 Penalty: 5015.413086
	Iteration 2F: 3 clusters Score -1936658 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1937378.375000 Penalty: 5015.413086
	Iteration 3F: 3 clusters Score -1937378 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1938148.000000 Penalty: 5015.413086
	Iteration 4F: 3 clusters Score -1938148 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1938997.125000 Penalty: 5015.413086
	Iteration 5F: 3 clusters Score -1938997 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1939926.375000 Penalty: 5015.413086
	Iteration 6F: 3 clusters Score -1939926 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1940877.750000 Penalty: 5015.413086
	Iteration 7F: 3 clusters Score -1940878 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1941743.750000 Penalty: 5015.413086
	Iteration 8Q: 3 clusters Score -1941744 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -1942501.625000 Penalty: 5015.413086
	Iteration 9Q: 3 clusters Score -1942502 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -1943038.625000 Penalty: 5015.413086
	Iteration 10Q: 3 clusters Score -1943039 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -1943419.375000 Penalty: 5015.413086
	Iteration 11Q: 3 clusters Score -1943419 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -1943738.250000 Penalty: 5015.413086
	Iteration 12Q: 3 clusters Score -1943738 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -1944050.750000 Penalty: 5015.413086
	Iteration 13Q: 3 clusters Score -1944051 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -1944343.875000 Penalty: 5015.413086
	Iteration 14Q: 3 clusters Score -1944344 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -1944553.750000 Penalty: 5015.413086
	Iteration 15Q: 3 clusters Score -1944554 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -1944721.750000 Penalty: 5015.413086
	Iteration 16Q: 3 clusters Score -1944722 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -1944870.625000 Penalty: 5015.413086
	Iteration 17Q: 3 clusters Score -1944871 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -1944988.250000 Penalty: 5015.413086
	Iteration 18Q: 3 clusters Score -1944988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -1945076.750000 Penalty: 5015.413086
	Iteration 19Q: 3 clusters Score -1945077 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -1945148.250000 Penalty: 5015.413086
	Iteration 20F: 3 clusters Score -1945148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -1945223.750000 Penalty: 5015.413086
	Iteration 21Q: 3 clusters Score -1945224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -1945277.375000 Penalty: 5015.413086
	Iteration 22Q: 3 clusters Score -1945277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -1945322.125000 Penalty: 5015.413086
	Iteration 23Q: 3 clusters Score -1945322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -1945348.125000 Penalty: 5015.413086
	Iteration 24Q: 3 clusters Score -1945348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -1945368.750000 Penalty: 5015.413086
	Iteration 25Q: 3 clusters Score -1945369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -1945390.125000 Penalty: 5015.413086
	Iteration 26Q: 3 clusters Score -1945390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1945406.500000 Penalty: 5015.413086
	Iteration 27Q: 3 clusters Score -1945406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -1945419.625000 Penalty: 5015.413086
	Iteration 28Q: 3 clusters Score -1945420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1945420.500000 Penalty: 5015.413086
	Iteration 29Q: 3 clusters Score -1945420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -1945424.750000 Penalty: 5015.413086
	Iteration 30Q: 3 clusters Score -1945425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -1945422.875000 Penalty: 5015.413086
	Iteration 31Q: 3 clusters Score -1945423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -1945422.875000 Penalty: 5015.413086
	Iteration 32F: 3 clusters Score -1945423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Entering Unmasked Estep 
Score: -8999131.000000 Penalty: 2861.401855
	Iteration 0F: 2 clusters Score -8999131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -8930742.000000 Penalty: 5722.803711
	Iteration 0F: 3 clusters Score -8930742 nChanged 48363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -8958340.000000 Penalty: 5722.803711
	Iteration 1F: 3 clusters Score -8958340 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -8959299.000000 Penalty: 5722.803711
	Iteration 2Q: 3 clusters Score -8959299 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -8960651.000000 Penalty: 5722.803711
	Iteration 3Q: 3 clusters Score -8960651 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -8962886.000000 Penalty: 5722.803711
	Iteration 4Q: 3 clusters Score -8962886 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -8967035.000000 Penalty: 5722.803711
	Iteration 5F: 3 clusters Score -8967035 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -8973730.000000 Penalty: 5722.803711
	Iteration 6F: 3 clusters Score -8973730 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -8982510.000000 Penalty: 5722.803711
	Iteration 7F: 3 clusters Score -8982510 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -8990234.000000 Penalty: 5722.803711
	Iteration 8F: 3 clusters Score -8990234 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -8994341.000000 Penalty: 5722.803711
	Iteration 9Q: 3 clusters Score -8994341 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
Score: -8995793.000000 Penalty: 5722.803711
	Iteration 10Q: 3 clusters Score -8995793 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 101957 members 
Entering Unmasked Estep 
Score: -8996346.000000 Penalty: 5722.803711
	Iteration 11Q: 3 clusters Score -8996346 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -8996506.000000 Penalty: 5722.803711
	Iteration 12Q: 3 clusters Score -8996506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -8996578.000000 Penalty: 5722.803711
	Iteration 13Q: 3 clusters Score -8996578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -8996626.000000 Penalty: 5722.803711
	Iteration 14Q: 3 clusters Score -8996626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 102216 members 
Entering Unmasked Estep 
Score: -8996655.000000 Penalty: 5722.803711
	Iteration 15Q: 3 clusters Score -8996655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -8996678.000000 Penalty: 5722.803711
	Iteration 16Q: 3 clusters Score -8996678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
Score: -8996688.000000 Penalty: 5722.803711
	Iteration 17Q: 3 clusters Score -8996688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -8996698.000000 Penalty: 5722.803711
	Iteration 18Q: 3 clusters Score -8996698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -8996699.000000 Penalty: 5722.803711
	Iteration 19Q: 3 clusters Score -8996699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 102232 members 
Entering Unmasked Estep 
Score: -8996700.000000 Penalty: 5722.803711
	Iteration 20F: 3 clusters Score -8996700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -264370.281250 Penalty: 2052.166992
	Iteration 0F: 2 clusters Score -264370.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -260594.171875 Penalty: 4104.333984
	Iteration 0F: 3 clusters Score -260594.2 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -261733.640625 Penalty: 4104.333984
	Iteration 1F: 3 clusters Score -261733.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -262078.125000 Penalty: 4104.333984
	Iteration 2F: 3 clusters Score -262078.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -262295.281250 Penalty: 4104.333984
	Iteration 3F: 3 clusters Score -262295.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -262425.625000 Penalty: 4104.333984
	Iteration 4Q: 3 clusters Score -262425.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -262536.656250 Penalty: 4104.333984
	Iteration 5Q: 3 clusters Score -262536.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -262652.906250 Penalty: 4104.333984
	Iteration 6Q: 3 clusters Score -262652.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -262757.218750 Penalty: 4104.333984
	Iteration 7Q: 3 clusters Score -262757.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -262846.312500 Penalty: 4104.333984
	Iteration 8Q: 3 clusters Score -262846.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -262940.562500 Penalty: 4104.333984
	Iteration 9Q: 3 clusters Score -262940.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -263036.062500 Penalty: 4104.333984
	Iteration 10Q: 3 clusters Score -263036.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -263116.312500 Penalty: 4104.333984
	Iteration 11Q: 3 clusters Score -263116.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -263179.000000 Penalty: 4104.333984
	Iteration 12Q: 3 clusters Score -263179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -263241.187500 Penalty: 4104.333984
	Iteration 13Q: 3 clusters Score -263241.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -263315.125000 Penalty: 4104.333984
	Iteration 14Q: 3 clusters Score -263315.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -263390.031250 Penalty: 4104.333984
	Iteration 15Q: 3 clusters Score -263390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -263463.343750 Penalty: 4104.333984
	Iteration 16Q: 3 clusters Score -263463.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -263510.031250 Penalty: 4104.333984
	Iteration 17Q: 3 clusters Score -263510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -263549.000000 Penalty: 4104.333984
	Iteration 18Q: 3 clusters Score -263549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -263588.343750 Penalty: 4104.333984
	Iteration 19Q: 3 clusters Score -263588.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -263614.656250 Penalty: 4104.333984
	Iteration 20F: 3 clusters Score -263614.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -263637.781250 Penalty: 4104.333984
	Iteration 21Q: 3 clusters Score -263637.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -263662.968750 Penalty: 4104.333984
	Iteration 22Q: 3 clusters Score -263663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -263692.406250 Penalty: 4104.333984
	Iteration 23Q: 3 clusters Score -263692.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -263710.562500 Penalty: 4104.333984
	Iteration 24Q: 3 clusters Score -263710.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -263724.312500 Penalty: 4104.333984
	Iteration 25Q: 3 clusters Score -263724.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -263740.062500 Penalty: 4104.333984
	Iteration 26Q: 3 clusters Score -263740.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -263751.625000 Penalty: 4104.333984
	Iteration 27Q: 3 clusters Score -263751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -263755.750000 Penalty: 4104.333984
	Iteration 28Q: 3 clusters Score -263755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -263759.375000 Penalty: 4104.333984
	Iteration 29Q: 3 clusters Score -263759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -263759.156250 Penalty: 4104.333984
	Iteration 30Q: 3 clusters Score -263759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -263760.125000 Penalty: 4104.333984
	Iteration 31Q: 3 clusters Score -263760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -263761.062500 Penalty: 4104.333984
	Iteration 32Q: 3 clusters Score -263761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -263761.093750 Penalty: 4104.333984
	Iteration 33Q: 3 clusters Score -263761.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -263761.093750 Penalty: 4104.333984
	Iteration 34F: 3 clusters Score -263761.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -1744432.625000 Penalty: 2468.954834
	Iteration 0F: 2 clusters Score -1744433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1729751.625000 Penalty: 4937.909668
	Iteration 0F: 3 clusters Score -1729752 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1734855.375000 Penalty: 4937.909668
	Iteration 1F: 3 clusters Score -1734855 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1735750.500000 Penalty: 4937.909668
	Iteration 2F: 3 clusters Score -1735750 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1737085.875000 Penalty: 4937.909668
	Iteration 3F: 3 clusters Score -1737086 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1738492.125000 Penalty: 4937.909668
	Iteration 4F: 3 clusters Score -1738492 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1739674.750000 Penalty: 4937.909668
	Iteration 5F: 3 clusters Score -1739675 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1740552.875000 Penalty: 4937.909668
	Iteration 6F: 3 clusters Score -1740553 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1741109.500000 Penalty: 4937.909668
	Iteration 7Q: 3 clusters Score -1741110 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1741538.375000 Penalty: 4937.909668
	Iteration 8Q: 3 clusters Score -1741538 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -1741881.875000 Penalty: 4937.909668
	Iteration 9Q: 3 clusters Score -1741882 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1742166.625000 Penalty: 4937.909668
	Iteration 10Q: 3 clusters Score -1742167 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -1742367.375000 Penalty: 4937.909668
	Iteration 11Q: 3 clusters Score -1742367 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1742504.625000 Penalty: 4937.909668
	Iteration 12Q: 3 clusters Score -1742505 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1742589.625000 Penalty: 4937.909668
	Iteration 13Q: 3 clusters Score -1742590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1742656.750000 Penalty: 4937.909668
	Iteration 14Q: 3 clusters Score -1742657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1742715.125000 Penalty: 4937.909668
	Iteration 15Q: 3 clusters Score -1742715 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1742741.000000 Penalty: 4937.909668
	Iteration 16Q: 3 clusters Score -1742741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1742774.250000 Penalty: 4937.909668
	Iteration 17Q: 3 clusters Score -1742774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1742803.125000 Penalty: 4937.909668
	Iteration 18Q: 3 clusters Score -1742803 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1742818.250000 Penalty: 4937.909668
	Iteration 19Q: 3 clusters Score -1742818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -1742833.125000 Penalty: 4937.909668
	Iteration 20F: 3 clusters Score -1742833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1742855.125000 Penalty: 4937.909668
	Iteration 21Q: 3 clusters Score -1742855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1742873.875000 Penalty: 4937.909668
	Iteration 22Q: 3 clusters Score -1742874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1742886.750000 Penalty: 4937.909668
	Iteration 23Q: 3 clusters Score -1742887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -1742901.875000 Penalty: 4937.909668
	Iteration 24Q: 3 clusters Score -1742902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1742922.375000 Penalty: 4937.909668
	Iteration 25Q: 3 clusters Score -1742922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1742932.750000 Penalty: 4937.909668
	Iteration 26Q: 3 clusters Score -1742933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1742953.625000 Penalty: 4937.909668
	Iteration 27Q: 3 clusters Score -1742954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1742971.250000 Penalty: 4937.909668
	Iteration 28Q: 3 clusters Score -1742971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1742987.375000 Penalty: 4937.909668
	Iteration 29Q: 3 clusters Score -1742987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1743010.875000 Penalty: 4937.909668
	Iteration 30Q: 3 clusters Score -1743011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1743052.000000 Penalty: 4937.909668
	Iteration 31Q: 3 clusters Score -1743052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1743084.250000 Penalty: 4937.909668
	Iteration 32Q: 3 clusters Score -1743084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1743117.625000 Penalty: 4937.909668
	Iteration 33Q: 3 clusters Score -1743118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1743138.750000 Penalty: 4937.909668
	Iteration 34Q: 3 clusters Score -1743139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -1743150.875000 Penalty: 4937.909668
	Iteration 35Q: 3 clusters Score -1743151 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -1743161.875000 Penalty: 4937.909668
	Iteration 36Q: 3 clusters Score -1743162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1743168.875000 Penalty: 4937.909668
	Iteration 37Q: 3 clusters Score -1743169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1743168.750000 Penalty: 4937.909668
	Iteration 38Q: 3 clusters Score -1743169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1743174.625000 Penalty: 4937.909668
	Iteration 39Q: 3 clusters Score -1743175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1743177.125000 Penalty: 4937.909668
	Iteration 40F: 3 clusters Score -1743177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1743182.125000 Penalty: 4937.909668
	Iteration 41Q: 3 clusters Score -1743182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1743187.250000 Penalty: 4937.909668
	Iteration 42Q: 3 clusters Score -1743187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1743190.250000 Penalty: 4937.909668
	Iteration 43Q: 3 clusters Score -1743190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -1743192.375000 Penalty: 4937.909668
	Iteration 44Q: 3 clusters Score -1743192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -1743195.250000 Penalty: 4937.909668
	Iteration 45Q: 3 clusters Score -1743195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1743193.875000 Penalty: 4937.909668
	Iteration 46Q: 3 clusters Score -1743194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1743194.875000 Penalty: 4937.909668
	Iteration 47Q: 3 clusters Score -1743195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1743194.875000 Penalty: 4937.909668
	Iteration 48F: 3 clusters Score -1743195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -726579.437500 Penalty: 2249.684326
	Iteration 0F: 2 clusters Score -726579.4 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 4369 members 
Entering Unmasked Estep 
Score: -719810.312500 Penalty: 4499.368652
	Iteration 0F: 3 clusters Score -719810.3 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -721875.437500 Penalty: 4499.368652
	Iteration 1F: 3 clusters Score -721875.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -722345.375000 Penalty: 4499.368652
	Iteration 2F: 3 clusters Score -722345.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -722729.437500 Penalty: 4499.368652
	Iteration 3F: 3 clusters Score -722729.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -723104.375000 Penalty: 4499.368652
	Iteration 4F: 3 clusters Score -723104.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -723480.187500 Penalty: 4499.368652
	Iteration 5F: 3 clusters Score -723480.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -723830.250000 Penalty: 4499.368652
	Iteration 6F: 3 clusters Score -723830.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -724133.625000 Penalty: 4499.368652
	Iteration 7Q: 3 clusters Score -724133.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -724371.687500 Penalty: 4499.368652
	Iteration 8Q: 3 clusters Score -724371.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -724543.875000 Penalty: 4499.368652
	Iteration 9Q: 3 clusters Score -724543.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -724668.250000 Penalty: 4499.368652
	Iteration 10Q: 3 clusters Score -724668.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -724755.750000 Penalty: 4499.368652
	Iteration 11Q: 3 clusters Score -724755.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -724821.187500 Penalty: 4499.368652
	Iteration 12Q: 3 clusters Score -724821.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -724860.000000 Penalty: 4499.368652
	Iteration 13Q: 3 clusters Score -724860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -724890.312500 Penalty: 4499.368652
	Iteration 14Q: 3 clusters Score -724890.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -724930.562500 Penalty: 4499.368652
	Iteration 15Q: 3 clusters Score -724930.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -724959.562500 Penalty: 4499.368652
	Iteration 16Q: 3 clusters Score -724959.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -724979.250000 Penalty: 4499.368652
	Iteration 17Q: 3 clusters Score -724979.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -725005.125000 Penalty: 4499.368652
	Iteration 18Q: 3 clusters Score -725005.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -725029.875000 Penalty: 4499.368652
	Iteration 19Q: 3 clusters Score -725029.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -725061.625000 Penalty: 4499.368652
	Iteration 20F: 3 clusters Score -725061.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -725105.625000 Penalty: 4499.368652
	Iteration 21Q: 3 clusters Score -725105.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -725150.062500 Penalty: 4499.368652
	Iteration 22Q: 3 clusters Score -725150.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -725189.625000 Penalty: 4499.368652
	Iteration 23Q: 3 clusters Score -725189.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -725222.125000 Penalty: 4499.368652
	Iteration 24Q: 3 clusters Score -725222.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -725254.187500 Penalty: 4499.368652
	Iteration 25Q: 3 clusters Score -725254.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -725299.187500 Penalty: 4499.368652
	Iteration 26Q: 3 clusters Score -725299.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -725338.312500 Penalty: 4499.368652
	Iteration 27Q: 3 clusters Score -725338.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -725380.500000 Penalty: 4499.368652
	Iteration 28Q: 3 clusters Score -725380.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -725414.687500 Penalty: 4499.368652
	Iteration 29Q: 3 clusters Score -725414.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -725443.250000 Penalty: 4499.368652
	Iteration 30Q: 3 clusters Score -725443.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -725459.875000 Penalty: 4499.368652
	Iteration 31Q: 3 clusters Score -725459.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -725470.000000 Penalty: 4499.368652
	Iteration 32Q: 3 clusters Score -725470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -725477.500000 Penalty: 4499.368652
	Iteration 33Q: 3 clusters Score -725477.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -725482.437500 Penalty: 4499.368652
	Iteration 34Q: 3 clusters Score -725482.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -725485.250000 Penalty: 4499.368652
	Iteration 35Q: 3 clusters Score -725485.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -725483.250000 Penalty: 4499.368652
	Iteration 36Q: 3 clusters Score -725483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -725488.062500 Penalty: 4499.368652
	Iteration 37Q: 3 clusters Score -725488.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -725488.937500 Penalty: 4499.368652
	Iteration 38Q: 3 clusters Score -725488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -725491.562500 Penalty: 4499.368652
	Iteration 39Q: 3 clusters Score -725491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -725492.625000 Penalty: 4499.368652
	Iteration 40F: 3 clusters Score -725492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -725493.750000 Penalty: 4499.368652
	Iteration 41Q: 3 clusters Score -725493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -725493.250000 Penalty: 4499.368652
	Iteration 42Q: 3 clusters Score -725493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -725492.812500 Penalty: 4499.368652
	Iteration 43Q: 3 clusters Score -725492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -725492.812500 Penalty: 4499.368652
	Iteration 44F: 3 clusters Score -725492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -503900.750000 Penalty: 2167.126953
	Iteration 0F: 2 clusters Score -503900.8 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 3235 members 
Entering Unmasked Estep 
Score: -498617.062500 Penalty: 4334.253906
	Iteration 0F: 3 clusters Score -498617.1 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -500036.968750 Penalty: 4334.253906
	Iteration 1F: 3 clusters Score -500037 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -500428.937500 Penalty: 4334.253906
	Iteration 2F: 3 clusters Score -500428.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -500886.312500 Penalty: 4334.253906
	Iteration 3F: 3 clusters Score -500886.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -501393.406250 Penalty: 4334.253906
	Iteration 4F: 3 clusters Score -501393.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -501892.281250 Penalty: 4334.253906
	Iteration 5F: 3 clusters Score -501892.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -502349.187500 Penalty: 4334.253906
	Iteration 6F: 3 clusters Score -502349.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -502732.375000 Penalty: 4334.253906
	Iteration 7Q: 3 clusters Score -502732.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -503081.468750 Penalty: 4334.253906
	Iteration 8Q: 3 clusters Score -503081.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -503360.000000 Penalty: 4334.253906
	Iteration 9Q: 3 clusters Score -503360 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -503613.406250 Penalty: 4334.253906
	Iteration 10Q: 3 clusters Score -503613.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -503807.562500 Penalty: 4334.253906
	Iteration 11Q: 3 clusters Score -503807.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -503895.437500 Penalty: 4334.253906
	Iteration 12Q: 3 clusters Score -503895.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -503941.250000 Penalty: 4334.253906
	Iteration 13Q: 3 clusters Score -503941.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -503969.250000 Penalty: 4334.253906
	Iteration 14Q: 3 clusters Score -503969.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -503983.312500 Penalty: 4334.253906
	Iteration 15Q: 3 clusters Score -503983.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -504001.656250 Penalty: 4334.253906
	Iteration 16Q: 3 clusters Score -504001.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -504033.562500 Penalty: 4334.253906
	Iteration 17Q: 3 clusters Score -504033.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -504060.781250 Penalty: 4334.253906
	Iteration 18Q: 3 clusters Score -504060.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -504082.000000 Penalty: 4334.253906
	Iteration 19Q: 3 clusters Score -504082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -504104.531250 Penalty: 4334.253906
	Iteration 20F: 3 clusters Score -504104.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -504121.031250 Penalty: 4334.253906
	Iteration 21Q: 3 clusters Score -504121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -504134.593750 Penalty: 4334.253906
	Iteration 22Q: 3 clusters Score -504134.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -504146.937500 Penalty: 4334.253906
	Iteration 23Q: 3 clusters Score -504146.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -504156.125000 Penalty: 4334.253906
	Iteration 24Q: 3 clusters Score -504156.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -504162.062500 Penalty: 4334.253906
	Iteration 25Q: 3 clusters Score -504162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -504171.500000 Penalty: 4334.253906
	Iteration 26Q: 3 clusters Score -504171.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -504177.875000 Penalty: 4334.253906
	Iteration 27Q: 3 clusters Score -504177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -504182.625000 Penalty: 4334.253906
	Iteration 28Q: 3 clusters Score -504182.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -504187.562500 Penalty: 4334.253906
	Iteration 29Q: 3 clusters Score -504187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -504188.875000 Penalty: 4334.253906
	Iteration 30Q: 3 clusters Score -504188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -504190.218750 Penalty: 4334.253906
	Iteration 31Q: 3 clusters Score -504190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -504190.218750 Penalty: 4334.253906
	Iteration 32F: 3 clusters Score -504190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 75035 members 
Mstep: Class 5 contains 416507 members 
Mstep: Class 6 contains 61196 members 
Mstep: Class 7 contains 325613 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 8533 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 24630 members 
Mstep: Class 17 contains 102530 members 
Mstep: Class 18 contains 3924 members 
Mstep: Class 19 contains 21067 members 
Mstep: Class 20 contains 8702 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 6469 members 
Mstep: Class 23 contains 18633 members 
Mstep: Class 24 contains 27808 members 
Mstep: Class 25 contains 2390 members 
Mstep: Class 26 contains 29387 members 
Mstep: Class 27 contains 9323 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 10277 members 
Mstep: Class 30 contains 6252 members 
Mstep: Class 31 contains 7667 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 9383 members 
Mstep: Class 34 contains 5149 members 
Mstep: Class 35 contains 6529 members 
Mstep: Class 36 contains 6382 members 
Mstep: Class 37 contains 4624 members 
Mstep: Class 38 contains 4937 members 
Entering Unmasked Estep 
Score: -113002160.000000 Penalty: 132890.187500
Splitting cluster 21 changes total score from -113003472.000000 to -113002160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -533468.750000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -533468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -527987.125000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -527987.1 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -529378.000000 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -529378 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -529661.250000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -529661.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -529884.625000 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -529884.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -530074.187500 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -530074.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -530231.375000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -530231.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -530395.000000 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -530395 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -530561.562500 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -530561.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -530740.687500 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -530740.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -530907.562500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -530907.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -531072.250000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -531072.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -531203.000000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -531203 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -531331.812500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -531331.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -531459.250000 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -531459.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -531580.562500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -531580.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -531737.437500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -531737.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -531898.437500 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -531898.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -532040.437500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -532040.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -532145.062500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -532145.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -532199.937500 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -532199.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -532233.312500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -532233.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -532252.312500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -532252.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -532261.062500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -532261.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -532269.000000 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -532269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -532273.437500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -532273.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -532275.687500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -532275.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -532277.625000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -532277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -532280.750000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -532280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -532281.062500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -532281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -532282.500000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -532282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -532282.312500 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -532282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -532282.625000 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -532282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -532282.625000 Penalty: 4352.289062
	Iteration 32F: 3 clusters Score -532282.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Entering Unmasked Estep 
Score: -1614496.625000 Penalty: 2438.506836
	Iteration 0F: 2 clusters Score -1614497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1601343.000000 Penalty: 4877.013672
	Iteration 0F: 3 clusters Score -1601343 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1605867.000000 Penalty: 4877.013672
	Iteration 1F: 3 clusters Score -1605867 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1606422.125000 Penalty: 4877.013672
	Iteration 2F: 3 clusters Score -1606422 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1606915.500000 Penalty: 4877.013672
	Iteration 3F: 3 clusters Score -1606916 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1607475.875000 Penalty: 4877.013672
	Iteration 4F: 3 clusters Score -1607476 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1608090.875000 Penalty: 4877.013672
	Iteration 5F: 3 clusters Score -1608091 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1608744.250000 Penalty: 4877.013672
	Iteration 6F: 3 clusters Score -1608744 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1609361.125000 Penalty: 4877.013672
	Iteration 7F: 3 clusters Score -1609361 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1609923.375000 Penalty: 4877.013672
	Iteration 8Q: 3 clusters Score -1609923 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1610352.375000 Penalty: 4877.013672
	Iteration 9Q: 3 clusters Score -1610352 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1610671.000000 Penalty: 4877.013672
	Iteration 10Q: 3 clusters Score -1610671 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1610965.375000 Penalty: 4877.013672
	Iteration 11Q: 3 clusters Score -1610965 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1611245.750000 Penalty: 4877.013672
	Iteration 12Q: 3 clusters Score -1611246 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1611472.000000 Penalty: 4877.013672
	Iteration 13Q: 3 clusters Score -1611472 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1611674.250000 Penalty: 4877.013672
	Iteration 14Q: 3 clusters Score -1611674 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1611862.625000 Penalty: 4877.013672
	Iteration 15Q: 3 clusters Score -1611863 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1612056.500000 Penalty: 4877.013672
	Iteration 16Q: 3 clusters Score -1612056 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1612212.250000 Penalty: 4877.013672
	Iteration 17Q: 3 clusters Score -1612212 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1612352.625000 Penalty: 4877.013672
	Iteration 18Q: 3 clusters Score -1612353 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1612506.250000 Penalty: 4877.013672
	Iteration 19Q: 3 clusters Score -1612506 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1612632.250000 Penalty: 4877.013672
	Iteration 20F: 3 clusters Score -1612632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1612723.125000 Penalty: 4877.013672
	Iteration 21Q: 3 clusters Score -1612723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1612780.500000 Penalty: 4877.013672
	Iteration 22Q: 3 clusters Score -1612780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1612826.000000 Penalty: 4877.013672
	Iteration 23Q: 3 clusters Score -1612826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1612854.000000 Penalty: 4877.013672
	Iteration 24Q: 3 clusters Score -1612854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1612880.000000 Penalty: 4877.013672
	Iteration 25Q: 3 clusters Score -1612880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1612897.500000 Penalty: 4877.013672
	Iteration 26Q: 3 clusters Score -1612898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1612905.750000 Penalty: 4877.013672
	Iteration 27Q: 3 clusters Score -1612906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1612912.125000 Penalty: 4877.013672
	Iteration 28Q: 3 clusters Score -1612912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1612921.625000 Penalty: 4877.013672
	Iteration 29Q: 3 clusters Score -1612922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1612931.500000 Penalty: 4877.013672
	Iteration 30Q: 3 clusters Score -1612932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1612943.250000 Penalty: 4877.013672
	Iteration 31Q: 3 clusters Score -1612943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1612952.250000 Penalty: 4877.013672
	Iteration 32Q: 3 clusters Score -1612952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1612965.375000 Penalty: 4877.013672
	Iteration 33Q: 3 clusters Score -1612965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1612976.125000 Penalty: 4877.013672
	Iteration 34Q: 3 clusters Score -1612976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1612988.750000 Penalty: 4877.013672
	Iteration 35Q: 3 clusters Score -1612989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1612997.750000 Penalty: 4877.013672
	Iteration 36Q: 3 clusters Score -1612998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1612997.125000 Penalty: 4877.013672
	Iteration 37Q: 3 clusters Score -1612997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1613000.125000 Penalty: 4877.013672
	Iteration 38Q: 3 clusters Score -1613000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1612997.875000 Penalty: 4877.013672
	Iteration 39Q: 3 clusters Score -1612998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1613002.125000 Penalty: 4877.013672
	Iteration 40F: 3 clusters Score -1613002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1613004.750000 Penalty: 4877.013672
	Iteration 41Q: 3 clusters Score -1613005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1613005.375000 Penalty: 4877.013672
	Iteration 42Q: 3 clusters Score -1613005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1613006.250000 Penalty: 4877.013672
	Iteration 43Q: 3 clusters Score -1613006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1613004.250000 Penalty: 4877.013672
	Iteration 44Q: 3 clusters Score -1613004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1613006.500000 Penalty: 4877.013672
	Iteration 45Q: 3 clusters Score -1613006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1613006.125000 Penalty: 4877.013672
	Iteration 46Q: 3 clusters Score -1613006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1613008.000000 Penalty: 4877.013672
	Iteration 47Q: 3 clusters Score -1613008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1613007.875000 Penalty: 4877.013672
	Iteration 48Q: 3 clusters Score -1613008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1613008.875000 Penalty: 4877.013672
	Iteration 49Q: 3 clusters Score -1613009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1613011.500000 Penalty: 4877.013672
	Iteration 50Q: 3 clusters Score -1613012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1613013.625000 Penalty: 4877.013672
	Iteration 51Q: 3 clusters Score -1613014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1613014.000000 Penalty: 4877.013672
	Iteration 52Q: 3 clusters Score -1613014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1613014.875000 Penalty: 4877.013672
	Iteration 53Q: 3 clusters Score -1613015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1613014.875000 Penalty: 4877.013672
	Iteration 54F: 3 clusters Score -1613015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Entering Unmasked Estep 
Score: -2456309.250000 Penalty: 2537.803467
	Iteration 0F: 2 clusters Score -2456309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2437167.000000 Penalty: 5075.606934
	Iteration 0F: 3 clusters Score -2437167 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2443871.500000 Penalty: 5075.606934
	Iteration 1F: 3 clusters Score -2443872 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2444331.250000 Penalty: 5075.606934
	Iteration 2F: 3 clusters Score -2444331 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2444762.500000 Penalty: 5075.606934
	Iteration 3Q: 3 clusters Score -2444762 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2445140.250000 Penalty: 5075.606934
	Iteration 4Q: 3 clusters Score -2445140 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2445622.250000 Penalty: 5075.606934
	Iteration 5Q: 3 clusters Score -2445622 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2446272.750000 Penalty: 5075.606934
	Iteration 6Q: 3 clusters Score -2446273 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2447238.500000 Penalty: 5075.606934
	Iteration 7F: 3 clusters Score -2447238 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2448654.500000 Penalty: 5075.606934
	Iteration 8F: 3 clusters Score -2448654 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2450304.750000 Penalty: 5075.606934
	Iteration 9F: 3 clusters Score -2450305 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -2451882.750000 Penalty: 5075.606934
	Iteration 10F: 3 clusters Score -2451883 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -2452975.000000 Penalty: 5075.606934
	Iteration 11Q: 3 clusters Score -2452975 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -2453490.000000 Penalty: 5075.606934
	Iteration 12Q: 3 clusters Score -2453490 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -2453768.250000 Penalty: 5075.606934
	Iteration 13Q: 3 clusters Score -2453768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2453872.000000 Penalty: 5075.606934
	Iteration 14Q: 3 clusters Score -2453872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2453932.750000 Penalty: 5075.606934
	Iteration 15Q: 3 clusters Score -2453933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2453969.750000 Penalty: 5075.606934
	Iteration 16Q: 3 clusters Score -2453970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -2453999.250000 Penalty: 5075.606934
	Iteration 17Q: 3 clusters Score -2453999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2454026.250000 Penalty: 5075.606934
	Iteration 18Q: 3 clusters Score -2454026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2454040.250000 Penalty: 5075.606934
	Iteration 19Q: 3 clusters Score -2454040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2454062.000000 Penalty: 5075.606934
	Iteration 20F: 3 clusters Score -2454062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2454075.000000 Penalty: 5075.606934
	Iteration 21Q: 3 clusters Score -2454075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2454075.250000 Penalty: 5075.606934
	Iteration 22Q: 3 clusters Score -2454075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2454077.250000 Penalty: 5075.606934
	Iteration 23Q: 3 clusters Score -2454077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2454077.250000 Penalty: 5075.606934
	Iteration 24Q: 3 clusters Score -2454077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2454077.250000 Penalty: 5075.606934
	Iteration 25F: 3 clusters Score -2454077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -192738.125000 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -192738.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -189842.718750 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -189842.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190420.953125 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -190421 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -190567.875000 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -190567.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -190671.578125 Penalty: 3858.407959
	Iteration 3F: 3 clusters Score -190671.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -190758.906250 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -190758.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -190832.656250 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -190832.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -190915.437500 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -190915.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -190995.953125 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -190996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -191099.546875 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -191099.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -191226.937500 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -191226.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -191366.296875 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -191366.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -191519.531250 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -191519.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -191681.890625 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -191681.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -191816.453125 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -191816.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -191927.609375 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -191927.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -191995.046875 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -191995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -192036.750000 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -192036.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -192068.468750 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -192068.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -192089.406250 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -192089.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -192102.250000 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -192102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -192111.953125 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -192112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -192123.062500 Penalty: 3858.407959
	Iteration 21Q: 3 clusters Score -192123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -192131.000000 Penalty: 3858.407959
	Iteration 22Q: 3 clusters Score -192131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -192139.781250 Penalty: 3858.407959
	Iteration 23Q: 3 clusters Score -192139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -192144.312500 Penalty: 3858.407959
	Iteration 24Q: 3 clusters Score -192144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -192144.687500 Penalty: 3858.407959
	Iteration 25Q: 3 clusters Score -192144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -192146.203125 Penalty: 3858.407959
	Iteration 26Q: 3 clusters Score -192146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -192146.812500 Penalty: 3858.407959
	Iteration 27Q: 3 clusters Score -192146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -192147.171875 Penalty: 3858.407959
	Iteration 28Q: 3 clusters Score -192147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -192148.250000 Penalty: 3858.407959
	Iteration 29Q: 3 clusters Score -192148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -192148.250000 Penalty: 3858.407959
	Iteration 30F: 3 clusters Score -192148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Entering Unmasked Estep 
Score: -2524741.250000 Penalty: 2551.500488
	Iteration 0F: 2 clusters Score -2524741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2504499.250000 Penalty: 5103.000977
	Iteration 0F: 3 clusters Score -2504499 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2511928.000000 Penalty: 5103.000977
	Iteration 1F: 3 clusters Score -2511928 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2512403.750000 Penalty: 5103.000977
	Iteration 2Q: 3 clusters Score -2512404 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2512783.750000 Penalty: 5103.000977
	Iteration 3Q: 3 clusters Score -2512784 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2513218.750000 Penalty: 5103.000977
	Iteration 4Q: 3 clusters Score -2513219 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2513695.250000 Penalty: 5103.000977
	Iteration 5Q: 3 clusters Score -2513695 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2514232.250000 Penalty: 5103.000977
	Iteration 6Q: 3 clusters Score -2514232 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2514889.750000 Penalty: 5103.000977
	Iteration 7Q: 3 clusters Score -2514890 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2515695.250000 Penalty: 5103.000977
	Iteration 8Q: 3 clusters Score -2515695 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2516740.750000 Penalty: 5103.000977
	Iteration 9Q: 3 clusters Score -2516741 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2517999.750000 Penalty: 5103.000977
	Iteration 10F: 3 clusters Score -2518000 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2519330.250000 Penalty: 5103.000977
	Iteration 11F: 3 clusters Score -2519330 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2520531.750000 Penalty: 5103.000977
	Iteration 12Q: 3 clusters Score -2520532 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2521460.000000 Penalty: 5103.000977
	Iteration 13Q: 3 clusters Score -2521460 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2521997.500000 Penalty: 5103.000977
	Iteration 14Q: 3 clusters Score -2521998 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2522300.000000 Penalty: 5103.000977
	Iteration 15Q: 3 clusters Score -2522300 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2522485.000000 Penalty: 5103.000977
	Iteration 16Q: 3 clusters Score -2522485 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2522601.250000 Penalty: 5103.000977
	Iteration 17Q: 3 clusters Score -2522601 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2522711.250000 Penalty: 5103.000977
	Iteration 18Q: 3 clusters Score -2522711 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2522781.500000 Penalty: 5103.000977
	Iteration 19Q: 3 clusters Score -2522782 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2522833.000000 Penalty: 5103.000977
	Iteration 20F: 3 clusters Score -2522833 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2522864.500000 Penalty: 5103.000977
	Iteration 21Q: 3 clusters Score -2522864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2522894.000000 Penalty: 5103.000977
	Iteration 22Q: 3 clusters Score -2522894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2522913.750000 Penalty: 5103.000977
	Iteration 23Q: 3 clusters Score -2522914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2522933.250000 Penalty: 5103.000977
	Iteration 24Q: 3 clusters Score -2522933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2522950.000000 Penalty: 5103.000977
	Iteration 25Q: 3 clusters Score -2522950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2522955.750000 Penalty: 5103.000977
	Iteration 26Q: 3 clusters Score -2522956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2522956.500000 Penalty: 5103.000977
	Iteration 27Q: 3 clusters Score -2522956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2522957.250000 Penalty: 5103.000977
	Iteration 28Q: 3 clusters Score -2522957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2522963.250000 Penalty: 5103.000977
	Iteration 29Q: 3 clusters Score -2522963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2522974.000000 Penalty: 5103.000977
	Iteration 30Q: 3 clusters Score -2522974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2522980.000000 Penalty: 5103.000977
	Iteration 31Q: 3 clusters Score -2522980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2522975.750000 Penalty: 5103.000977
	Iteration 32Q: 3 clusters Score -2522976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2522979.500000 Penalty: 5103.000977
	Iteration 33Q: 3 clusters Score -2522980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2522977.500000 Penalty: 5103.000977
	Iteration 34Q: 3 clusters Score -2522978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2522976.250000 Penalty: 5103.000977
	Iteration 35Q: 3 clusters Score -2522976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2522977.000000 Penalty: 5103.000977
	Iteration 36Q: 3 clusters Score -2522977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2522979.250000 Penalty: 5103.000977
	Iteration 37Q: 3 clusters Score -2522979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2522979.000000 Penalty: 5103.000977
	Iteration 38Q: 3 clusters Score -2522979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2522981.750000 Penalty: 5103.000977
	Iteration 39Q: 3 clusters Score -2522982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2522980.750000 Penalty: 5103.000977
	Iteration 40F: 3 clusters Score -2522981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2522985.500000 Penalty: 5103.000977
	Iteration 41Q: 3 clusters Score -2522986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2522985.250000 Penalty: 5103.000977
	Iteration 42Q: 3 clusters Score -2522985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2522993.250000 Penalty: 5103.000977
	Iteration 43Q: 3 clusters Score -2522993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2522991.000000 Penalty: 5103.000977
	Iteration 44Q: 3 clusters Score -2522991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2522991.250000 Penalty: 5103.000977
	Iteration 45Q: 3 clusters Score -2522991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2522993.500000 Penalty: 5103.000977
	Iteration 46Q: 3 clusters Score -2522994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2522992.750000 Penalty: 5103.000977
	Iteration 47Q: 3 clusters Score -2522993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2522993.500000 Penalty: 5103.000977
	Iteration 48Q: 3 clusters Score -2522994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2522995.500000 Penalty: 5103.000977
	Iteration 49Q: 3 clusters Score -2522996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2522998.750000 Penalty: 5103.000977
	Iteration 50Q: 3 clusters Score -2522999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2523004.000000 Penalty: 5103.000977
	Iteration 51Q: 3 clusters Score -2523004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2523002.250000 Penalty: 5103.000977
	Iteration 52Q: 3 clusters Score -2523002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2523009.250000 Penalty: 5103.000977
	Iteration 53Q: 3 clusters Score -2523009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2523012.750000 Penalty: 5103.000977
	Iteration 54Q: 3 clusters Score -2523013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2523018.500000 Penalty: 5103.000977
	Iteration 55Q: 3 clusters Score -2523018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2523018.500000 Penalty: 5103.000977
	Iteration 56Q: 3 clusters Score -2523018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2523022.750000 Penalty: 5103.000977
	Iteration 57Q: 3 clusters Score -2523023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2523020.750000 Penalty: 5103.000977
	Iteration 58Q: 3 clusters Score -2523021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2523025.500000 Penalty: 5103.000977
	Iteration 59Q: 3 clusters Score -2523026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2523025.250000 Penalty: 5103.000977
	Iteration 60F: 3 clusters Score -2523025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2523026.250000 Penalty: 5103.000977
	Iteration 61Q: 3 clusters Score -2523026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2523026.500000 Penalty: 5103.000977
	Iteration 62Q: 3 clusters Score -2523026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2523027.250000 Penalty: 5103.000977
	Iteration 63Q: 3 clusters Score -2523027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2523033.000000 Penalty: 5103.000977
	Iteration 64Q: 3 clusters Score -2523033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2523030.750000 Penalty: 5103.000977
	Iteration 65Q: 3 clusters Score -2523031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2523030.750000 Penalty: 5103.000977
	Iteration 66F: 3 clusters Score -2523031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Entering Unmasked Estep 
Score: -773168.250000 Penalty: 2266.779541
	Iteration 0F: 2 clusters Score -773168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -765894.250000 Penalty: 4533.559082
	Iteration 0F: 3 clusters Score -765894.2 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -767948.687500 Penalty: 4533.559082
	Iteration 1F: 3 clusters Score -767948.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -768235.500000 Penalty: 4533.559082
	Iteration 2F: 3 clusters Score -768235.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -768485.000000 Penalty: 4533.559082
	Iteration 3F: 3 clusters Score -768485 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -768685.375000 Penalty: 4533.559082
	Iteration 4Q: 3 clusters Score -768685.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -768883.937500 Penalty: 4533.559082
	Iteration 5Q: 3 clusters Score -768883.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -769076.750000 Penalty: 4533.559082
	Iteration 6Q: 3 clusters Score -769076.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -769275.125000 Penalty: 4533.559082
	Iteration 7Q: 3 clusters Score -769275.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -769491.062500 Penalty: 4533.559082
	Iteration 8Q: 3 clusters Score -769491.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -769715.875000 Penalty: 4533.559082
	Iteration 9Q: 3 clusters Score -769715.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -769977.062500 Penalty: 4533.559082
	Iteration 10Q: 3 clusters Score -769977.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -770244.125000 Penalty: 4533.559082
	Iteration 11Q: 3 clusters Score -770244.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -770487.812500 Penalty: 4533.559082
	Iteration 12Q: 3 clusters Score -770487.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -770683.750000 Penalty: 4533.559082
	Iteration 13Q: 3 clusters Score -770683.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -770831.125000 Penalty: 4533.559082
	Iteration 14Q: 3 clusters Score -770831.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -770936.312500 Penalty: 4533.559082
	Iteration 15Q: 3 clusters Score -770936.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -771013.750000 Penalty: 4533.559082
	Iteration 16Q: 3 clusters Score -771013.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -771077.125000 Penalty: 4533.559082
	Iteration 17Q: 3 clusters Score -771077.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -771120.875000 Penalty: 4533.559082
	Iteration 18Q: 3 clusters Score -771120.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -771154.187500 Penalty: 4533.559082
	Iteration 19Q: 3 clusters Score -771154.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -771181.625000 Penalty: 4533.559082
	Iteration 20F: 3 clusters Score -771181.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -771198.687500 Penalty: 4533.559082
	Iteration 21Q: 3 clusters Score -771198.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -771208.375000 Penalty: 4533.559082
	Iteration 22Q: 3 clusters Score -771208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -771215.437500 Penalty: 4533.559082
	Iteration 23Q: 3 clusters Score -771215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -771221.687500 Penalty: 4533.559082
	Iteration 24Q: 3 clusters Score -771221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -771224.062500 Penalty: 4533.559082
	Iteration 25Q: 3 clusters Score -771224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -771225.812500 Penalty: 4533.559082
	Iteration 26Q: 3 clusters Score -771225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -771227.937500 Penalty: 4533.559082
	Iteration 27Q: 3 clusters Score -771227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -771229.750000 Penalty: 4533.559082
	Iteration 28Q: 3 clusters Score -771229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -771229.750000 Penalty: 4533.559082
	Iteration 29F: 3 clusters Score -771229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -403490.125000 Penalty: 2087.837158
	Iteration 0F: 2 clusters Score -403490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -399244.593750 Penalty: 4175.674316
	Iteration 0F: 3 clusters Score -399244.6 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -400180.781250 Penalty: 4175.674316
	Iteration 1F: 3 clusters Score -400180.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -400408.250000 Penalty: 4175.674316
	Iteration 2F: 3 clusters Score -400408.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -400586.781250 Penalty: 4175.674316
	Iteration 3F: 3 clusters Score -400586.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -400706.812500 Penalty: 4175.674316
	Iteration 4Q: 3 clusters Score -400706.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -400787.625000 Penalty: 4175.674316
	Iteration 5Q: 3 clusters Score -400787.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -400841.781250 Penalty: 4175.674316
	Iteration 6Q: 3 clusters Score -400841.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -400885.406250 Penalty: 4175.674316
	Iteration 7Q: 3 clusters Score -400885.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -400925.781250 Penalty: 4175.674316
	Iteration 8Q: 3 clusters Score -400925.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -400963.812500 Penalty: 4175.674316
	Iteration 9Q: 3 clusters Score -400963.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -401000.281250 Penalty: 4175.674316
	Iteration 10Q: 3 clusters Score -401000.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -401043.031250 Penalty: 4175.674316
	Iteration 11Q: 3 clusters Score -401043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -401084.031250 Penalty: 4175.674316
	Iteration 12Q: 3 clusters Score -401084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -401138.343750 Penalty: 4175.674316
	Iteration 13Q: 3 clusters Score -401138.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -401202.156250 Penalty: 4175.674316
	Iteration 14Q: 3 clusters Score -401202.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -401269.156250 Penalty: 4175.674316
	Iteration 15Q: 3 clusters Score -401269.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -401333.500000 Penalty: 4175.674316
	Iteration 16Q: 3 clusters Score -401333.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -401393.218750 Penalty: 4175.674316
	Iteration 17Q: 3 clusters Score -401393.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -401456.031250 Penalty: 4175.674316
	Iteration 18Q: 3 clusters Score -401456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -401510.093750 Penalty: 4175.674316
	Iteration 19Q: 3 clusters Score -401510.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -401561.031250 Penalty: 4175.674316
	Iteration 20F: 3 clusters Score -401561 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -401616.593750 Penalty: 4175.674316
	Iteration 21Q: 3 clusters Score -401616.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -401675.937500 Penalty: 4175.674316
	Iteration 22Q: 3 clusters Score -401675.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -401730.062500 Penalty: 4175.674316
	Iteration 23Q: 3 clusters Score -401730.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -401798.968750 Penalty: 4175.674316
	Iteration 24Q: 3 clusters Score -401799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -401889.718750 Penalty: 4175.674316
	Iteration 25Q: 3 clusters Score -401889.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -401971.531250 Penalty: 4175.674316
	Iteration 26Q: 3 clusters Score -401971.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -402024.187500 Penalty: 4175.674316
	Iteration 27Q: 3 clusters Score -402024.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -402061.843750 Penalty: 4175.674316
	Iteration 28Q: 3 clusters Score -402061.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -402086.500000 Penalty: 4175.674316
	Iteration 29Q: 3 clusters Score -402086.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -402099.750000 Penalty: 4175.674316
	Iteration 30Q: 3 clusters Score -402099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -402116.750000 Penalty: 4175.674316
	Iteration 31Q: 3 clusters Score -402116.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -402137.875000 Penalty: 4175.674316
	Iteration 32Q: 3 clusters Score -402137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -402153.437500 Penalty: 4175.674316
	Iteration 33Q: 3 clusters Score -402153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -402160.312500 Penalty: 4175.674316
	Iteration 34Q: 3 clusters Score -402160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -402164.312500 Penalty: 4175.674316
	Iteration 35Q: 3 clusters Score -402164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -402168.093750 Penalty: 4175.674316
	Iteration 36Q: 3 clusters Score -402168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -402170.531250 Penalty: 4175.674316
	Iteration 37Q: 3 clusters Score -402170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -402172.750000 Penalty: 4175.674316
	Iteration 38Q: 3 clusters Score -402172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -402183.281250 Penalty: 4175.674316
	Iteration 39F: 3 clusters Score -402183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -402188.406250 Penalty: 4175.674316
	Iteration 40F: 3 clusters Score -402188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -402189.875000 Penalty: 4175.674316
	Iteration 41Q: 3 clusters Score -402189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -402191.250000 Penalty: 4175.674316
	Iteration 42Q: 3 clusters Score -402191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -402193.562500 Penalty: 4175.674316
	Iteration 43Q: 3 clusters Score -402193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -402195.281250 Penalty: 4175.674316
	Iteration 44Q: 3 clusters Score -402195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -402195.281250 Penalty: 4175.674316
	Iteration 45F: 3 clusters Score -402195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -881148.812500 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -881148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -873286.625000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -873286.6 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -875541.062500 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -875541.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -875873.312500 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -875873.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -876147.500000 Penalty: 4581.880859
	Iteration 3F: 3 clusters Score -876147.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -876363.125000 Penalty: 4581.880859
	Iteration 4Q: 3 clusters Score -876363.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -876521.562500 Penalty: 4581.880859
	Iteration 5Q: 3 clusters Score -876521.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -876692.937500 Penalty: 4581.880859
	Iteration 6Q: 3 clusters Score -876692.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -876870.625000 Penalty: 4581.880859
	Iteration 7Q: 3 clusters Score -876870.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -877068.312500 Penalty: 4581.880859
	Iteration 8Q: 3 clusters Score -877068.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -877300.750000 Penalty: 4581.880859
	Iteration 9Q: 3 clusters Score -877300.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -877524.500000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -877524.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -877737.687500 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -877737.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -877925.187500 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -877925.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -878090.812500 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -878090.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -878225.812500 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -878225.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -878311.312500 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -878311.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -878377.187500 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -878377.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -878445.062500 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -878445.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -878504.500000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -878504.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -878554.312500 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -878554.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -878598.187500 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -878598.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -878634.000000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -878634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -878678.625000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -878678.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -878722.000000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -878722 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -878769.000000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -878769 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -878815.750000 Penalty: 4581.880859
	Iteration 25Q: 3 clusters Score -878815.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -878853.062500 Penalty: 4581.880859
	Iteration 26Q: 3 clusters Score -878853.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -878885.375000 Penalty: 4581.880859
	Iteration 27Q: 3 clusters Score -878885.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -878906.250000 Penalty: 4581.880859
	Iteration 28Q: 3 clusters Score -878906.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -878928.250000 Penalty: 4581.880859
	Iteration 29Q: 3 clusters Score -878928.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -878939.312500 Penalty: 4581.880859
	Iteration 30Q: 3 clusters Score -878939.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -878947.125000 Penalty: 4581.880859
	Iteration 31Q: 3 clusters Score -878947.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -878951.312500 Penalty: 4581.880859
	Iteration 32Q: 3 clusters Score -878951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -878954.062500 Penalty: 4581.880859
	Iteration 33Q: 3 clusters Score -878954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -878957.187500 Penalty: 4581.880859
	Iteration 34Q: 3 clusters Score -878957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -878961.812500 Penalty: 4581.880859
	Iteration 35Q: 3 clusters Score -878961.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -878963.125000 Penalty: 4581.880859
	Iteration 36Q: 3 clusters Score -878963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -878970.750000 Penalty: 4581.880859
	Iteration 37Q: 3 clusters Score -878970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -878973.812500 Penalty: 4581.880859
	Iteration 38Q: 3 clusters Score -878973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -878983.500000 Penalty: 4581.880859
	Iteration 39Q: 3 clusters Score -878983.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -878989.500000 Penalty: 4581.880859
	Iteration 40F: 3 clusters Score -878989.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -878998.312500 Penalty: 4581.880859
	Iteration 41Q: 3 clusters Score -878998.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -879005.312500 Penalty: 4581.880859
	Iteration 42Q: 3 clusters Score -879005.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -879012.812500 Penalty: 4581.880859
	Iteration 43Q: 3 clusters Score -879012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -879023.062500 Penalty: 4581.880859
	Iteration 44Q: 3 clusters Score -879023.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -879029.812500 Penalty: 4581.880859
	Iteration 45Q: 3 clusters Score -879029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -879035.687500 Penalty: 4581.880859
	Iteration 46Q: 3 clusters Score -879035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -879041.187500 Penalty: 4581.880859
	Iteration 47Q: 3 clusters Score -879041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -879045.375000 Penalty: 4581.880859
	Iteration 48Q: 3 clusters Score -879045.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -879049.062500 Penalty: 4581.880859
	Iteration 49Q: 3 clusters Score -879049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -879051.312500 Penalty: 4581.880859
	Iteration 50Q: 3 clusters Score -879051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -879052.562500 Penalty: 4581.880859
	Iteration 51Q: 3 clusters Score -879052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -879052.437500 Penalty: 4581.880859
	Iteration 52Q: 3 clusters Score -879052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -879053.437500 Penalty: 4581.880859
	Iteration 53Q: 3 clusters Score -879053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -879054.875000 Penalty: 4581.880859
	Iteration 54Q: 3 clusters Score -879054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -879056.250000 Penalty: 4581.880859
	Iteration 55Q: 3 clusters Score -879056.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -879058.312500 Penalty: 4581.880859
	Iteration 56Q: 3 clusters Score -879058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -879057.875000 Penalty: 4581.880859
	Iteration 57Q: 3 clusters Score -879057.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -879060.437500 Penalty: 4581.880859
	Iteration 58Q: 3 clusters Score -879060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -879062.062500 Penalty: 4581.880859
	Iteration 59Q: 3 clusters Score -879062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -879066.750000 Penalty: 4581.880859
	Iteration 60F: 3 clusters Score -879066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -879069.750000 Penalty: 4581.880859
	Iteration 61Q: 3 clusters Score -879069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -879074.937500 Penalty: 4581.880859
	Iteration 62Q: 3 clusters Score -879074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -879076.312500 Penalty: 4581.880859
	Iteration 63Q: 3 clusters Score -879076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -879076.125000 Penalty: 4581.880859
	Iteration 64Q: 3 clusters Score -879076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -879077.000000 Penalty: 4581.880859
	Iteration 65Q: 3 clusters Score -879077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -879078.562500 Penalty: 4581.880859
	Iteration 66Q: 3 clusters Score -879078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -879079.062500 Penalty: 4581.880859
	Iteration 67Q: 3 clusters Score -879079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -879079.500000 Penalty: 4581.880859
	Iteration 68Q: 3 clusters Score -879079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -879082.062500 Penalty: 4581.880859
	Iteration 69Q: 3 clusters Score -879082.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -879082.562500 Penalty: 4581.880859
	Iteration 70Q: 3 clusters Score -879082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -879081.937500 Penalty: 4581.880859
	Iteration 71Q: 3 clusters Score -879081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -879083.562500 Penalty: 4581.880859
	Iteration 72Q: 3 clusters Score -879083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -879083.562500 Penalty: 4581.880859
	Iteration 73F: 3 clusters Score -879083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -468774.843750 Penalty: 2167.682861
	Iteration 0F: 2 clusters Score -468774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -463488.000000 Penalty: 4335.365723
	Iteration 0F: 3 clusters Score -463488 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -465025.218750 Penalty: 4335.365723
	Iteration 1F: 3 clusters Score -465025.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -465528.625000 Penalty: 4335.365723
	Iteration 2F: 3 clusters Score -465528.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -465949.906250 Penalty: 4335.365723
	Iteration 3F: 3 clusters Score -465949.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -466301.000000 Penalty: 4335.365723
	Iteration 4F: 3 clusters Score -466301 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -466594.656250 Penalty: 4335.365723
	Iteration 5F: 3 clusters Score -466594.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -466797.218750 Penalty: 4335.365723
	Iteration 6Q: 3 clusters Score -466797.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -466936.312500 Penalty: 4335.365723
	Iteration 7Q: 3 clusters Score -466936.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -467030.343750 Penalty: 4335.365723
	Iteration 8Q: 3 clusters Score -467030.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -467114.000000 Penalty: 4335.365723
	Iteration 9Q: 3 clusters Score -467114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -467183.062500 Penalty: 4335.365723
	Iteration 10Q: 3 clusters Score -467183.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -467242.281250 Penalty: 4335.365723
	Iteration 11Q: 3 clusters Score -467242.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -467287.343750 Penalty: 4335.365723
	Iteration 12Q: 3 clusters Score -467287.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -467319.093750 Penalty: 4335.365723
	Iteration 13Q: 3 clusters Score -467319.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -467343.250000 Penalty: 4335.365723
	Iteration 14Q: 3 clusters Score -467343.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -467362.312500 Penalty: 4335.365723
	Iteration 15Q: 3 clusters Score -467362.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -467378.062500 Penalty: 4335.365723
	Iteration 16Q: 3 clusters Score -467378.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -467389.687500 Penalty: 4335.365723
	Iteration 17Q: 3 clusters Score -467389.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -467397.343750 Penalty: 4335.365723
	Iteration 18Q: 3 clusters Score -467397.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -467405.562500 Penalty: 4335.365723
	Iteration 19Q: 3 clusters Score -467405.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -467412.968750 Penalty: 4335.365723
	Iteration 20F: 3 clusters Score -467413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -467417.937500 Penalty: 4335.365723
	Iteration 21Q: 3 clusters Score -467417.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -467422.531250 Penalty: 4335.365723
	Iteration 22Q: 3 clusters Score -467422.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -467426.968750 Penalty: 4335.365723
	Iteration 23Q: 3 clusters Score -467427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -467436.031250 Penalty: 4335.365723
	Iteration 24Q: 3 clusters Score -467436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -467442.531250 Penalty: 4335.365723
	Iteration 25Q: 3 clusters Score -467442.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -467448.812500 Penalty: 4335.365723
	Iteration 26Q: 3 clusters Score -467448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -467452.687500 Penalty: 4335.365723
	Iteration 27Q: 3 clusters Score -467452.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -467456.937500 Penalty: 4335.365723
	Iteration 28Q: 3 clusters Score -467456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -467460.718750 Penalty: 4335.365723
	Iteration 29Q: 3 clusters Score -467460.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -467462.968750 Penalty: 4335.365723
	Iteration 30Q: 3 clusters Score -467463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -467464.781250 Penalty: 4335.365723
	Iteration 31Q: 3 clusters Score -467464.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -467467.562500 Penalty: 4335.365723
	Iteration 32Q: 3 clusters Score -467467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -467468.875000 Penalty: 4335.365723
	Iteration 33Q: 3 clusters Score -467468.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -467471.750000 Penalty: 4335.365723
	Iteration 34Q: 3 clusters Score -467471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -467472.687500 Penalty: 4335.365723
	Iteration 35Q: 3 clusters Score -467472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -467474.093750 Penalty: 4335.365723
	Iteration 36Q: 3 clusters Score -467474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -467476.031250 Penalty: 4335.365723
	Iteration 37Q: 3 clusters Score -467476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -467478.687500 Penalty: 4335.365723
	Iteration 38Q: 3 clusters Score -467478.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -467480.375000 Penalty: 4335.365723
	Iteration 39Q: 3 clusters Score -467480.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -467481.843750 Penalty: 4335.365723
	Iteration 40F: 3 clusters Score -467481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -467482.250000 Penalty: 4335.365723
	Iteration 41Q: 3 clusters Score -467482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -467484.593750 Penalty: 4335.365723
	Iteration 42Q: 3 clusters Score -467484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -467486.312500 Penalty: 4335.365723
	Iteration 43Q: 3 clusters Score -467486.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -467490.031250 Penalty: 4335.365723
	Iteration 44Q: 3 clusters Score -467490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -467493.843750 Penalty: 4335.365723
	Iteration 45Q: 3 clusters Score -467493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -467496.531250 Penalty: 4335.365723
	Iteration 46Q: 3 clusters Score -467496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -467499.562500 Penalty: 4335.365723
	Iteration 47Q: 3 clusters Score -467499.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -467502.375000 Penalty: 4335.365723
	Iteration 48Q: 3 clusters Score -467502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -467504.875000 Penalty: 4335.365723
	Iteration 49Q: 3 clusters Score -467504.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -467508.375000 Penalty: 4335.365723
	Iteration 50Q: 3 clusters Score -467508.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -467510.875000 Penalty: 4335.365723
	Iteration 51Q: 3 clusters Score -467510.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -467515.093750 Penalty: 4335.365723
	Iteration 52Q: 3 clusters Score -467515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -467519.375000 Penalty: 4335.365723
	Iteration 53Q: 3 clusters Score -467519.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -467525.000000 Penalty: 4335.365723
	Iteration 54Q: 3 clusters Score -467525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -467530.468750 Penalty: 4335.365723
	Iteration 55Q: 3 clusters Score -467530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -467534.593750 Penalty: 4335.365723
	Iteration 56Q: 3 clusters Score -467534.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -467539.625000 Penalty: 4335.365723
	Iteration 57Q: 3 clusters Score -467539.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -467543.218750 Penalty: 4335.365723
	Iteration 58Q: 3 clusters Score -467543.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -467546.500000 Penalty: 4335.365723
	Iteration 59Q: 3 clusters Score -467546.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -467549.250000 Penalty: 4335.365723
	Iteration 60F: 3 clusters Score -467549.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -467552.968750 Penalty: 4335.365723
	Iteration 61Q: 3 clusters Score -467553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -467554.625000 Penalty: 4335.365723
	Iteration 62Q: 3 clusters Score -467554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -467557.250000 Penalty: 4335.365723
	Iteration 63Q: 3 clusters Score -467557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -467560.125000 Penalty: 4335.365723
	Iteration 64Q: 3 clusters Score -467560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -467562.000000 Penalty: 4335.365723
	Iteration 65Q: 3 clusters Score -467562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -467565.000000 Penalty: 4335.365723
	Iteration 66Q: 3 clusters Score -467565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -467567.875000 Penalty: 4335.365723
	Iteration 67Q: 3 clusters Score -467567.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -467573.875000 Penalty: 4335.365723
	Iteration 68Q: 3 clusters Score -467573.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -467576.500000 Penalty: 4335.365723
	Iteration 69Q: 3 clusters Score -467576.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -467579.500000 Penalty: 4335.365723
	Iteration 70Q: 3 clusters Score -467579.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -467583.718750 Penalty: 4335.365723
	Iteration 71Q: 3 clusters Score -467583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -467587.156250 Penalty: 4335.365723
	Iteration 72Q: 3 clusters Score -467587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -467587.750000 Penalty: 4335.365723
	Iteration 73Q: 3 clusters Score -467587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -467589.531250 Penalty: 4335.365723
	Iteration 74Q: 3 clusters Score -467589.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -467589.906250 Penalty: 4335.365723
	Iteration 75Q: 3 clusters Score -467589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -467592.250000 Penalty: 4335.365723
	Iteration 76Q: 3 clusters Score -467592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -467593.375000 Penalty: 4335.365723
	Iteration 77Q: 3 clusters Score -467593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -467595.562500 Penalty: 4335.365723
	Iteration 78Q: 3 clusters Score -467595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -467596.812500 Penalty: 4335.365723
	Iteration 79Q: 3 clusters Score -467596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -467599.031250 Penalty: 4335.365723
	Iteration 80F: 3 clusters Score -467599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -467601.625000 Penalty: 4335.365723
	Iteration 81Q: 3 clusters Score -467601.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -467603.125000 Penalty: 4335.365723
	Iteration 82Q: 3 clusters Score -467603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -467605.000000 Penalty: 4335.365723
	Iteration 83Q: 3 clusters Score -467605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -467605.750000 Penalty: 4335.365723
	Iteration 84Q: 3 clusters Score -467605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -467606.625000 Penalty: 4335.365723
	Iteration 85Q: 3 clusters Score -467606.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -467607.062500 Penalty: 4335.365723
	Iteration 86Q: 3 clusters Score -467607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -467608.750000 Penalty: 4335.365723
	Iteration 87Q: 3 clusters Score -467608.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -467610.000000 Penalty: 4335.365723
	Iteration 88Q: 3 clusters Score -467610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -467611.093750 Penalty: 4335.365723
	Iteration 89Q: 3 clusters Score -467611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -467611.125000 Penalty: 4335.365723
	Iteration 90Q: 3 clusters Score -467611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -467611.968750 Penalty: 4335.365723
	Iteration 91Q: 3 clusters Score -467612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -467611.406250 Penalty: 4335.365723
	Iteration 92Q: 3 clusters Score -467611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -467611.406250 Penalty: 4335.365723
	Iteration 93F: 3 clusters Score -467611.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -644508.187500 Penalty: 2218.280762
	Iteration 0F: 2 clusters Score -644508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -638303.750000 Penalty: 4436.561523
	Iteration 0F: 3 clusters Score -638303.8 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -639960.125000 Penalty: 4436.561523
	Iteration 1F: 3 clusters Score -639960.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -640294.625000 Penalty: 4436.561523
	Iteration 2F: 3 clusters Score -640294.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -640630.562500 Penalty: 4436.561523
	Iteration 3F: 3 clusters Score -640630.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -640997.125000 Penalty: 4436.561523
	Iteration 4F: 3 clusters Score -640997.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -641429.875000 Penalty: 4436.561523
	Iteration 5F: 3 clusters Score -641429.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -641877.937500 Penalty: 4436.561523
	Iteration 6F: 3 clusters Score -641877.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -642206.000000 Penalty: 4436.561523
	Iteration 7F: 3 clusters Score -642206 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -642433.812500 Penalty: 4436.561523
	Iteration 8Q: 3 clusters Score -642433.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -642606.187500 Penalty: 4436.561523
	Iteration 9Q: 3 clusters Score -642606.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -642755.437500 Penalty: 4436.561523
	Iteration 10Q: 3 clusters Score -642755.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -642916.062500 Penalty: 4436.561523
	Iteration 11Q: 3 clusters Score -642916.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -643059.500000 Penalty: 4436.561523
	Iteration 12Q: 3 clusters Score -643059.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -643195.187500 Penalty: 4436.561523
	Iteration 13Q: 3 clusters Score -643195.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -643322.625000 Penalty: 4436.561523
	Iteration 14Q: 3 clusters Score -643322.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -643458.250000 Penalty: 4436.561523
	Iteration 15Q: 3 clusters Score -643458.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -643599.562500 Penalty: 4436.561523
	Iteration 16Q: 3 clusters Score -643599.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -643687.875000 Penalty: 4436.561523
	Iteration 17Q: 3 clusters Score -643687.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -643735.625000 Penalty: 4436.561523
	Iteration 18Q: 3 clusters Score -643735.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -643758.562500 Penalty: 4436.561523
	Iteration 19Q: 3 clusters Score -643758.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -643779.312500 Penalty: 4436.561523
	Iteration 20F: 3 clusters Score -643779.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -643793.687500 Penalty: 4436.561523
	Iteration 21Q: 3 clusters Score -643793.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -643802.250000 Penalty: 4436.561523
	Iteration 22Q: 3 clusters Score -643802.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -643811.187500 Penalty: 4436.561523
	Iteration 23Q: 3 clusters Score -643811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -643809.812500 Penalty: 4436.561523
	Iteration 24Q: 3 clusters Score -643809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -643811.375000 Penalty: 4436.561523
	Iteration 25Q: 3 clusters Score -643811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -643812.250000 Penalty: 4436.561523
	Iteration 26Q: 3 clusters Score -643812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -643812.187500 Penalty: 4436.561523
	Iteration 27Q: 3 clusters Score -643812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -643812.187500 Penalty: 4436.561523
	Iteration 28F: 3 clusters Score -643812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -969540.062500 Penalty: 2312.270020
	Iteration 0F: 2 clusters Score -969540.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -961105.687500 Penalty: 4624.540039
	Iteration 0F: 3 clusters Score -961105.7 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -963606.500000 Penalty: 4624.540039
	Iteration 1F: 3 clusters Score -963606.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -963926.750000 Penalty: 4624.540039
	Iteration 2F: 3 clusters Score -963926.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -964151.812500 Penalty: 4624.540039
	Iteration 3Q: 3 clusters Score -964151.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -964316.375000 Penalty: 4624.540039
	Iteration 4Q: 3 clusters Score -964316.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -964456.875000 Penalty: 4624.540039
	Iteration 5Q: 3 clusters Score -964456.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -964591.437500 Penalty: 4624.540039
	Iteration 6Q: 3 clusters Score -964591.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -964719.250000 Penalty: 4624.540039
	Iteration 7Q: 3 clusters Score -964719.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -964846.500000 Penalty: 4624.540039
	Iteration 8Q: 3 clusters Score -964846.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -964982.187500 Penalty: 4624.540039
	Iteration 9Q: 3 clusters Score -964982.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -965155.437500 Penalty: 4624.540039
	Iteration 10Q: 3 clusters Score -965155.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -965350.250000 Penalty: 4624.540039
	Iteration 11Q: 3 clusters Score -965350.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -965555.687500 Penalty: 4624.540039
	Iteration 12Q: 3 clusters Score -965555.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -965751.812500 Penalty: 4624.540039
	Iteration 13Q: 3 clusters Score -965751.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -965950.187500 Penalty: 4624.540039
	Iteration 14Q: 3 clusters Score -965950.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -966106.312500 Penalty: 4624.540039
	Iteration 15Q: 3 clusters Score -966106.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -966270.875000 Penalty: 4624.540039
	Iteration 16Q: 3 clusters Score -966270.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -966414.187500 Penalty: 4624.540039
	Iteration 17Q: 3 clusters Score -966414.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -966561.562500 Penalty: 4624.540039
	Iteration 18Q: 3 clusters Score -966561.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -966718.625000 Penalty: 4624.540039
	Iteration 19Q: 3 clusters Score -966718.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -966891.187500 Penalty: 4624.540039
	Iteration 20F: 3 clusters Score -966891.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -967086.625000 Penalty: 4624.540039
	Iteration 21Q: 3 clusters Score -967086.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -967258.625000 Penalty: 4624.540039
	Iteration 22Q: 3 clusters Score -967258.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -967379.500000 Penalty: 4624.540039
	Iteration 23Q: 3 clusters Score -967379.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -967473.750000 Penalty: 4624.540039
	Iteration 24Q: 3 clusters Score -967473.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -967545.187500 Penalty: 4624.540039
	Iteration 25Q: 3 clusters Score -967545.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -967591.062500 Penalty: 4624.540039
	Iteration 26Q: 3 clusters Score -967591.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -967621.750000 Penalty: 4624.540039
	Iteration 27Q: 3 clusters Score -967621.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -967640.812500 Penalty: 4624.540039
	Iteration 28Q: 3 clusters Score -967640.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -967653.000000 Penalty: 4624.540039
	Iteration 29Q: 3 clusters Score -967653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -967668.125000 Penalty: 4624.540039
	Iteration 30Q: 3 clusters Score -967668.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -967680.250000 Penalty: 4624.540039
	Iteration 31Q: 3 clusters Score -967680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -967687.312500 Penalty: 4624.540039
	Iteration 32Q: 3 clusters Score -967687.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -967698.000000 Penalty: 4624.540039
	Iteration 33Q: 3 clusters Score -967698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -967707.687500 Penalty: 4624.540039
	Iteration 34Q: 3 clusters Score -967707.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -967713.875000 Penalty: 4624.540039
	Iteration 35Q: 3 clusters Score -967713.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -967719.000000 Penalty: 4624.540039
	Iteration 36Q: 3 clusters Score -967719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -967721.687500 Penalty: 4624.540039
	Iteration 37Q: 3 clusters Score -967721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -967723.312500 Penalty: 4624.540039
	Iteration 38Q: 3 clusters Score -967723.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -967725.687500 Penalty: 4624.540039
	Iteration 39Q: 3 clusters Score -967725.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -967729.375000 Penalty: 4624.540039
	Iteration 40F: 3 clusters Score -967729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -967733.562500 Penalty: 4624.540039
	Iteration 41Q: 3 clusters Score -967733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -967736.625000 Penalty: 4624.540039
	Iteration 42Q: 3 clusters Score -967736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -967738.625000 Penalty: 4624.540039
	Iteration 43Q: 3 clusters Score -967738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -967740.875000 Penalty: 4624.540039
	Iteration 44Q: 3 clusters Score -967740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -967740.375000 Penalty: 4624.540039
	Iteration 45Q: 3 clusters Score -967740.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -967746.625000 Penalty: 4624.540039
	Iteration 46Q: 3 clusters Score -967746.6 nChanged 13
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: -967749.875000 Penalty: 4624.540039
	Iteration 47Q: 3 clusters Score -967749.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -967755.437500 Penalty: 4624.540039
	Iteration 48Q: 3 clusters Score -967755.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -967758.500000 Penalty: 4624.540039
	Iteration 49Q: 3 clusters Score -967758.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -967764.562500 Penalty: 4624.540039
	Iteration 50Q: 3 clusters Score -967764.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -967768.375000 Penalty: 4624.540039
	Iteration 51Q: 3 clusters Score -967768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -967768.687500 Penalty: 4624.540039
	Iteration 52Q: 3 clusters Score -967768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -967768.875000 Penalty: 4624.540039
	Iteration 53Q: 3 clusters Score -967768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -967769.812500 Penalty: 4624.540039
	Iteration 54Q: 3 clusters Score -967769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -967769.750000 Penalty: 4624.540039
	Iteration 55Q: 3 clusters Score -967769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -967771.062500 Penalty: 4624.540039
	Iteration 56Q: 3 clusters Score -967771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -967772.312500 Penalty: 4624.540039
	Iteration 57Q: 3 clusters Score -967772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -967771.812500 Penalty: 4624.540039
	Iteration 58Q: 3 clusters Score -967771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -967775.687500 Penalty: 4624.540039
	Iteration 59Q: 3 clusters Score -967775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -967773.500000 Penalty: 4624.540039
	Iteration 60F: 3 clusters Score -967773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -967775.000000 Penalty: 4624.540039
	Iteration 61Q: 3 clusters Score -967775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -967774.625000 Penalty: 4624.540039
	Iteration 62Q: 3 clusters Score -967774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -967776.625000 Penalty: 4624.540039
	Iteration 63Q: 3 clusters Score -967776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -967777.437500 Penalty: 4624.540039
	Iteration 64Q: 3 clusters Score -967777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -967779.562500 Penalty: 4624.540039
	Iteration 65Q: 3 clusters Score -967779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -967781.000000 Penalty: 4624.540039
	Iteration 66Q: 3 clusters Score -967781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -967779.937500 Penalty: 4624.540039
	Iteration 67Q: 3 clusters Score -967779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -967780.562500 Penalty: 4624.540039
	Iteration 68Q: 3 clusters Score -967780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -967782.687500 Penalty: 4624.540039
	Iteration 69Q: 3 clusters Score -967782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -967782.937500 Penalty: 4624.540039
	Iteration 70Q: 3 clusters Score -967782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -967781.812500 Penalty: 4624.540039
	Iteration 71Q: 3 clusters Score -967781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -967782.937500 Penalty: 4624.540039
	Iteration 72Q: 3 clusters Score -967782.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -967782.937500 Penalty: 4624.540039
	Iteration 73F: 3 clusters Score -967782.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Entering Unmasked Estep 
Score: -824821.062500 Penalty: 2268.370361
	Iteration 0F: 2 clusters Score -824821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -817573.875000 Penalty: 4536.740723
	Iteration 0F: 3 clusters Score -817573.9 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -819665.937500 Penalty: 4536.740723
	Iteration 1F: 3 clusters Score -819665.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -819945.375000 Penalty: 4536.740723
	Iteration 2F: 3 clusters Score -819945.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -820106.750000 Penalty: 4536.740723
	Iteration 3Q: 3 clusters Score -820106.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -820208.312500 Penalty: 4536.740723
	Iteration 4Q: 3 clusters Score -820208.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -820286.000000 Penalty: 4536.740723
	Iteration 5Q: 3 clusters Score -820286 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -820348.125000 Penalty: 4536.740723
	Iteration 6Q: 3 clusters Score -820348.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -820399.937500 Penalty: 4536.740723
	Iteration 7Q: 3 clusters Score -820399.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -820444.875000 Penalty: 4536.740723
	Iteration 8Q: 3 clusters Score -820444.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -820487.625000 Penalty: 4536.740723
	Iteration 9Q: 3 clusters Score -820487.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -820529.562500 Penalty: 4536.740723
	Iteration 10Q: 3 clusters Score -820529.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -820564.687500 Penalty: 4536.740723
	Iteration 11Q: 3 clusters Score -820564.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -820601.750000 Penalty: 4536.740723
	Iteration 12Q: 3 clusters Score -820601.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -820653.625000 Penalty: 4536.740723
	Iteration 13Q: 3 clusters Score -820653.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -820705.687500 Penalty: 4536.740723
	Iteration 14Q: 3 clusters Score -820705.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -820786.312500 Penalty: 4536.740723
	Iteration 15Q: 3 clusters Score -820786.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -820892.312500 Penalty: 4536.740723
	Iteration 16Q: 3 clusters Score -820892.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -821023.187500 Penalty: 4536.740723
	Iteration 17Q: 3 clusters Score -821023.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -821190.562500 Penalty: 4536.740723
	Iteration 18Q: 3 clusters Score -821190.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -821380.187500 Penalty: 4536.740723
	Iteration 19Q: 3 clusters Score -821380.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -821565.375000 Penalty: 4536.740723
	Iteration 20F: 3 clusters Score -821565.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -821784.687500 Penalty: 4536.740723
	Iteration 21Q: 3 clusters Score -821784.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -822002.125000 Penalty: 4536.740723
	Iteration 22Q: 3 clusters Score -822002.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -822208.062500 Penalty: 4536.740723
	Iteration 23Q: 3 clusters Score -822208.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -822406.062500 Penalty: 4536.740723
	Iteration 24Q: 3 clusters Score -822406.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -822558.437500 Penalty: 4536.740723
	Iteration 25Q: 3 clusters Score -822558.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -822646.437500 Penalty: 4536.740723
	Iteration 26Q: 3 clusters Score -822646.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -822710.250000 Penalty: 4536.740723
	Iteration 27Q: 3 clusters Score -822710.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -822751.000000 Penalty: 4536.740723
	Iteration 28Q: 3 clusters Score -822751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -822778.437500 Penalty: 4536.740723
	Iteration 29Q: 3 clusters Score -822778.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -822800.375000 Penalty: 4536.740723
	Iteration 30Q: 3 clusters Score -822800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -822820.312500 Penalty: 4536.740723
	Iteration 31Q: 3 clusters Score -822820.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -822832.937500 Penalty: 4536.740723
	Iteration 32Q: 3 clusters Score -822832.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -822842.000000 Penalty: 4536.740723
	Iteration 33Q: 3 clusters Score -822842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -822846.500000 Penalty: 4536.740723
	Iteration 34Q: 3 clusters Score -822846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -822851.312500 Penalty: 4536.740723
	Iteration 35Q: 3 clusters Score -822851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -822855.937500 Penalty: 4536.740723
	Iteration 36Q: 3 clusters Score -822855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -822858.125000 Penalty: 4536.740723
	Iteration 37Q: 3 clusters Score -822858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -822861.562500 Penalty: 4536.740723
	Iteration 38Q: 3 clusters Score -822861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -822864.187500 Penalty: 4536.740723
	Iteration 39Q: 3 clusters Score -822864.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -822864.187500 Penalty: 4536.740723
	Iteration 40F: 3 clusters Score -822864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Entering Unmasked Estep 
Score: -431575.593750 Penalty: 2119.546143
	Iteration 0F: 2 clusters Score -431575.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -427001.625000 Penalty: 4239.092285
	Iteration 0F: 3 clusters Score -427001.6 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -428060.562500 Penalty: 4239.092285
	Iteration 1F: 3 clusters Score -428060.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -428315.468750 Penalty: 4239.092285
	Iteration 2F: 3 clusters Score -428315.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -428457.781250 Penalty: 4239.092285
	Iteration 3F: 3 clusters Score -428457.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -428564.343750 Penalty: 4239.092285
	Iteration 4Q: 3 clusters Score -428564.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -428670.781250 Penalty: 4239.092285
	Iteration 5Q: 3 clusters Score -428670.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -428761.781250 Penalty: 4239.092285
	Iteration 6Q: 3 clusters Score -428761.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -428845.843750 Penalty: 4239.092285
	Iteration 7Q: 3 clusters Score -428845.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -428926.312500 Penalty: 4239.092285
	Iteration 8Q: 3 clusters Score -428926.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -429014.031250 Penalty: 4239.092285
	Iteration 9Q: 3 clusters Score -429014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -429084.750000 Penalty: 4239.092285
	Iteration 10Q: 3 clusters Score -429084.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -429161.156250 Penalty: 4239.092285
	Iteration 11Q: 3 clusters Score -429161.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -429249.812500 Penalty: 4239.092285
	Iteration 12Q: 3 clusters Score -429249.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -429319.156250 Penalty: 4239.092285
	Iteration 13Q: 3 clusters Score -429319.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -429376.625000 Penalty: 4239.092285
	Iteration 14Q: 3 clusters Score -429376.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -429427.968750 Penalty: 4239.092285
	Iteration 15Q: 3 clusters Score -429428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -429481.093750 Penalty: 4239.092285
	Iteration 16Q: 3 clusters Score -429481.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -429531.250000 Penalty: 4239.092285
	Iteration 17Q: 3 clusters Score -429531.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -429585.218750 Penalty: 4239.092285
	Iteration 18Q: 3 clusters Score -429585.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -429631.187500 Penalty: 4239.092285
	Iteration 19Q: 3 clusters Score -429631.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -429658.500000 Penalty: 4239.092285
	Iteration 20F: 3 clusters Score -429658.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -429678.593750 Penalty: 4239.092285
	Iteration 21Q: 3 clusters Score -429678.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -429695.000000 Penalty: 4239.092285
	Iteration 22Q: 3 clusters Score -429695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -429703.593750 Penalty: 4239.092285
	Iteration 23Q: 3 clusters Score -429703.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -429710.718750 Penalty: 4239.092285
	Iteration 24Q: 3 clusters Score -429710.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -429715.187500 Penalty: 4239.092285
	Iteration 25Q: 3 clusters Score -429715.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -429723.125000 Penalty: 4239.092285
	Iteration 26Q: 3 clusters Score -429723.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -429729.812500 Penalty: 4239.092285
	Iteration 27Q: 3 clusters Score -429729.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -429739.156250 Penalty: 4239.092285
	Iteration 28Q: 3 clusters Score -429739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -429745.312500 Penalty: 4239.092285
	Iteration 29Q: 3 clusters Score -429745.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -429751.468750 Penalty: 4239.092285
	Iteration 30Q: 3 clusters Score -429751.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -429755.843750 Penalty: 4239.092285
	Iteration 31Q: 3 clusters Score -429755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -429760.156250 Penalty: 4239.092285
	Iteration 32Q: 3 clusters Score -429760.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -429763.656250 Penalty: 4239.092285
	Iteration 33Q: 3 clusters Score -429763.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -429766.781250 Penalty: 4239.092285
	Iteration 34Q: 3 clusters Score -429766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -429771.062500 Penalty: 4239.092285
	Iteration 35Q: 3 clusters Score -429771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -429774.406250 Penalty: 4239.092285
	Iteration 36Q: 3 clusters Score -429774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -429776.281250 Penalty: 4239.092285
	Iteration 37Q: 3 clusters Score -429776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -429778.406250 Penalty: 4239.092285
	Iteration 38Q: 3 clusters Score -429778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -429780.218750 Penalty: 4239.092285
	Iteration 39Q: 3 clusters Score -429780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -429781.343750 Penalty: 4239.092285
	Iteration 40F: 3 clusters Score -429781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -429782.812500 Penalty: 4239.092285
	Iteration 41Q: 3 clusters Score -429782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -429783.781250 Penalty: 4239.092285
	Iteration 42Q: 3 clusters Score -429783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -429785.343750 Penalty: 4239.092285
	Iteration 43Q: 3 clusters Score -429785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -429785.250000 Penalty: 4239.092285
	Iteration 44Q: 3 clusters Score -429785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -429786.000000 Penalty: 4239.092285
	Iteration 45Q: 3 clusters Score -429786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -429787.062500 Penalty: 4239.092285
	Iteration 46Q: 3 clusters Score -429787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -429787.906250 Penalty: 4239.092285
	Iteration 47Q: 3 clusters Score -429787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -429787.687500 Penalty: 4239.092285
	Iteration 48Q: 3 clusters Score -429787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -429787.687500 Penalty: 4239.092285
	Iteration 49F: 3 clusters Score -429787.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -483237.625000 Penalty: 2178.434326
	Iteration 0F: 2 clusters Score -483237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -477713.750000 Penalty: 4356.868652
	Iteration 0F: 3 clusters Score -477713.8 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -479262.906250 Penalty: 4356.868652
	Iteration 1F: 3 clusters Score -479262.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -479631.500000 Penalty: 4356.868652
	Iteration 2F: 3 clusters Score -479631.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -479993.375000 Penalty: 4356.868652
	Iteration 3F: 3 clusters Score -479993.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -480387.218750 Penalty: 4356.868652
	Iteration 4F: 3 clusters Score -480387.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -480771.343750 Penalty: 4356.868652
	Iteration 5F: 3 clusters Score -480771.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -481127.218750 Penalty: 4356.868652
	Iteration 6F: 3 clusters Score -481127.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -481433.875000 Penalty: 4356.868652
	Iteration 7Q: 3 clusters Score -481433.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -481638.718750 Penalty: 4356.868652
	Iteration 8Q: 3 clusters Score -481638.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -481800.156250 Penalty: 4356.868652
	Iteration 9Q: 3 clusters Score -481800.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -481921.968750 Penalty: 4356.868652
	Iteration 10Q: 3 clusters Score -481922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -481997.968750 Penalty: 4356.868652
	Iteration 11Q: 3 clusters Score -481998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -482058.781250 Penalty: 4356.868652
	Iteration 12Q: 3 clusters Score -482058.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -482112.343750 Penalty: 4356.868652
	Iteration 13Q: 3 clusters Score -482112.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -482144.281250 Penalty: 4356.868652
	Iteration 14Q: 3 clusters Score -482144.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -482168.125000 Penalty: 4356.868652
	Iteration 15Q: 3 clusters Score -482168.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -482192.437500 Penalty: 4356.868652
	Iteration 16Q: 3 clusters Score -482192.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -482205.781250 Penalty: 4356.868652
	Iteration 17Q: 3 clusters Score -482205.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -482215.781250 Penalty: 4356.868652
	Iteration 18Q: 3 clusters Score -482215.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -482222.093750 Penalty: 4356.868652
	Iteration 19Q: 3 clusters Score -482222.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -482228.968750 Penalty: 4356.868652
	Iteration 20F: 3 clusters Score -482229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -482232.687500 Penalty: 4356.868652
	Iteration 21Q: 3 clusters Score -482232.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -482235.625000 Penalty: 4356.868652
	Iteration 22Q: 3 clusters Score -482235.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -482238.093750 Penalty: 4356.868652
	Iteration 23Q: 3 clusters Score -482238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -482242.531250 Penalty: 4356.868652
	Iteration 24Q: 3 clusters Score -482242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -482244.531250 Penalty: 4356.868652
	Iteration 25Q: 3 clusters Score -482244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -482246.375000 Penalty: 4356.868652
	Iteration 26Q: 3 clusters Score -482246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -482247.062500 Penalty: 4356.868652
	Iteration 27Q: 3 clusters Score -482247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -482248.031250 Penalty: 4356.868652
	Iteration 28Q: 3 clusters Score -482248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -482248.343750 Penalty: 4356.868652
	Iteration 29Q: 3 clusters Score -482248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -482248.468750 Penalty: 4356.868652
	Iteration 30Q: 3 clusters Score -482248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -482248.468750 Penalty: 4356.868652
	Iteration 31F: 3 clusters Score -482248.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -509276.312500 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -509276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -503883.562500 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -503883.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -505331.625000 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -505331.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -505666.125000 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -505666.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -505952.156250 Penalty: 4345.573730
	Iteration 3F: 3 clusters Score -505952.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -506248.656250 Penalty: 4345.573730
	Iteration 4F: 3 clusters Score -506248.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -506634.750000 Penalty: 4345.573730
	Iteration 5F: 3 clusters Score -506634.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -507205.125000 Penalty: 4345.573730
	Iteration 6F: 3 clusters Score -507205.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -507921.562500 Penalty: 4345.573730
	Iteration 7F: 3 clusters Score -507921.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -508465.125000 Penalty: 4345.573730
	Iteration 8F: 3 clusters Score -508465.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -508784.968750 Penalty: 4345.573730
	Iteration 9F: 3 clusters Score -508785 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -508960.656250 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -508960.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -509081.125000 Penalty: 4345.573730
	Iteration 11Q: 3 clusters Score -509081.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -509175.781250 Penalty: 4345.573730
	Iteration 12Q: 3 clusters Score -509175.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -509231.781250 Penalty: 4345.573730
	Iteration 13Q: 3 clusters Score -509231.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -509278.000000 Penalty: 4345.573730
	Iteration 14Q: 3 clusters Score -509278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -509314.281250 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -509314.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -509346.187500 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -509346.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -509367.187500 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -509367.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -509385.218750 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -509385.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -509404.125000 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -509404.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -509420.656250 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -509420.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -509433.031250 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -509433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -509441.312500 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -509441.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -509447.281250 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -509447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -509449.875000 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -509449.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -509454.593750 Penalty: 4345.573730
	Iteration 25Q: 3 clusters Score -509454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -509455.468750 Penalty: 4345.573730
	Iteration 26Q: 3 clusters Score -509455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -509457.812500 Penalty: 4345.573730
	Iteration 27Q: 3 clusters Score -509457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -509459.468750 Penalty: 4345.573730
	Iteration 28Q: 3 clusters Score -509459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -509461.843750 Penalty: 4345.573730
	Iteration 29Q: 3 clusters Score -509461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -509462.281250 Penalty: 4345.573730
	Iteration 30Q: 3 clusters Score -509462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -509462.375000 Penalty: 4345.573730
	Iteration 31Q: 3 clusters Score -509462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -509462.375000 Penalty: 4345.573730
	Iteration 32F: 3 clusters Score -509462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 75035 members 
Mstep: Class 5 contains 416507 members 
Mstep: Class 6 contains 61196 members 
Mstep: Class 7 contains 325613 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 8533 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 24630 members 
Mstep: Class 17 contains 102530 members 
Mstep: Class 18 contains 3924 members 
Mstep: Class 19 contains 21067 members 
Mstep: Class 20 contains 8702 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 6469 members 
Mstep: Class 23 contains 18633 members 
Mstep: Class 24 contains 27808 members 
Mstep: Class 25 contains 2390 members 
Mstep: Class 26 contains 29387 members 
Mstep: Class 27 contains 9323 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 10277 members 
Mstep: Class 30 contains 6252 members 
Mstep: Class 31 contains 7667 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 9383 members 
Mstep: Class 34 contains 5149 members 
Mstep: Class 35 contains 6529 members 
Mstep: Class 36 contains 4386 members 
Mstep: Class 37 contains 4624 members 
Mstep: Class 38 contains 1996 members 
Entering Unmasked Estep 
Score: -113002352.000000 Penalty: 132890.187500
Splitting cluster 36 changes total score from -113003472.000000 to -113002352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -373583.343750 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -373583.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -369293.906250 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -369293.9 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -370416.500000 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -370416.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -370699.906250 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -370699.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -370921.312500 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -370921.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -371119.125000 Penalty: 4185.751465
	Iteration 4F: 3 clusters Score -371119.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -371254.343750 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -371254.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -371360.343750 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -371360.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -371486.343750 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -371486.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -371598.125000 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -371598.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -371693.687500 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -371693.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -371795.718750 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -371795.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -371870.000000 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -371870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -371924.406250 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -371924.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -371966.000000 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -371966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -372000.281250 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -372000.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -372025.031250 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -372025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -372043.156250 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -372043.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -372059.281250 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -372059.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -372071.937500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -372071.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -372082.031250 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -372082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -372089.750000 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -372089.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -372098.031250 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -372098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -372105.375000 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -372105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -372107.687500 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -372107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -372109.781250 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -372109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -372110.937500 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -372110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -372112.062500 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -372112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -372112.093750 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -372112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -372112.562500 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -372112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -372113.312500 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -372113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -372113.937500 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -372113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -372113.937500 Penalty: 4185.751465
	Iteration 31F: 3 clusters Score -372113.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 21129 members 
Mstep: Class 4 contains 75035 members 
Mstep: Class 5 contains 416507 members 
Mstep: Class 6 contains 61196 members 
Mstep: Class 7 contains 325613 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 8533 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 24630 members 
Mstep: Class 17 contains 102530 members 
Mstep: Class 18 contains 3924 members 
Mstep: Class 19 contains 21067 members 
Mstep: Class 20 contains 8702 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 6469 members 
Mstep: Class 23 contains 18633 members 
Mstep: Class 24 contains 27808 members 
Mstep: Class 25 contains 2390 members 
Mstep: Class 26 contains 29387 members 
Mstep: Class 27 contains 9323 members 
Mstep: Class 28 contains 4531 members 
Mstep: Class 29 contains 10277 members 
Mstep: Class 30 contains 6252 members 
Mstep: Class 31 contains 7667 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 9383 members 
Mstep: Class 34 contains 5149 members 
Mstep: Class 35 contains 6529 members 
Mstep: Class 36 contains 6382 members 
Mstep: Class 37 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003536.000000 Penalty: 129393.078125
Iteration 119Q: 38 clusters Score -1.130035e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 21124 members 
Mstep: Class 4 contains 75027 members 
Mstep: Class 5 contains 416495 members 
Mstep: Class 6 contains 61191 members 
Mstep: Class 7 contains 325608 members 
Mstep: Class 8 contains 26010 members 
Mstep: Class 9 contains 5541 members 
Mstep: Class 10 contains 8537 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16687 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11142 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 102523 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 21090 members 
Mstep: Class 20 contains 8693 members 
Mstep: Class 21 contains 6260 members 
Mstep: Class 22 contains 6445 members 
Mstep: Class 23 contains 18651 members 
Mstep: Class 24 contains 27812 members 
Mstep: Class 25 contains 2389 members 
Mstep: Class 26 contains 29370 members 
Mstep: Class 27 contains 9333 members 
Mstep: Class 28 contains 4532 members 
Mstep: Class 29 contains 10270 members 
Mstep: Class 30 contains 6250 members 
Mstep: Class 31 contains 7686 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 9386 members 
Mstep: Class 34 contains 5169 members 
Mstep: Class 35 contains 6531 members 
Mstep: Class 36 contains 6391 members 
Mstep: Class 37 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003528.000000 Penalty: 129393.078125
Iteration 120F: 38 clusters Score -1.130035e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 21110 members 
Mstep: Class 4 contains 75020 members 
Mstep: Class 5 contains 416488 members 
Mstep: Class 6 contains 61187 members 
Mstep: Class 7 contains 325601 members 
Mstep: Class 8 contains 26015 members 
Mstep: Class 9 contains 5541 members 
Mstep: Class 10 contains 8535 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 16689 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11142 members 
Mstep: Class 16 contains 24479 members 
Mstep: Class 17 contains 102522 members 
Mstep: Class 18 contains 3944 members 
Mstep: Class 19 contains 21124 members 
Mstep: Class 20 contains 8690 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 18665 members 
Mstep: Class 24 contains 27817 members 
Mstep: Class 25 contains 2390 members 
Mstep: Class 26 contains 29346 members 
Mstep: Class 27 contains 9347 members 
Mstep: Class 28 contains 4534 members 
Mstep: Class 29 contains 10267 members 
Mstep: Class 30 contains 6247 members 
Mstep: Class 31 contains 7719 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 9388 members 
Mstep: Class 34 contains 5187 members 
Mstep: Class 35 contains 6540 members 
Mstep: Class 36 contains 6406 members 
Mstep: Class 37 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003408.000000 Penalty: 129393.078125
Iteration 121Q: 38 clusters Score -1.130034e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 21101 members 
Mstep: Class 4 contains 75012 members 
Mstep: Class 5 contains 416471 members 
Mstep: Class 6 contains 61187 members 
Mstep: Class 7 contains 325602 members 
Mstep: Class 8 contains 26016 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 8538 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 24412 members 
Mstep: Class 17 contains 102518 members 
Mstep: Class 18 contains 3951 members 
Mstep: Class 19 contains 21147 members 
Mstep: Class 20 contains 8689 members 
Mstep: Class 21 contains 6291 members 
Mstep: Class 22 contains 6415 members 
Mstep: Class 23 contains 18674 members 
Mstep: Class 24 contains 27818 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 29324 members 
Mstep: Class 27 contains 9360 members 
Mstep: Class 28 contains 4535 members 
Mstep: Class 29 contains 10263 members 
Mstep: Class 30 contains 6246 members 
Mstep: Class 31 contains 7738 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 9391 members 
Mstep: Class 34 contains 5203 members 
Mstep: Class 35 contains 6547 members 
Mstep: Class 36 contains 6408 members 
Mstep: Class 37 contains 4629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003592.000000 Penalty: 129393.078125
Iteration 122Q: 38 clusters Score -1.130036e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 21094 members 
Mstep: Class 4 contains 75006 members 
Mstep: Class 5 contains 416468 members 
Mstep: Class 6 contains 61187 members 
Mstep: Class 7 contains 325587 members 
Mstep: Class 8 contains 26015 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16702 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11146 members 
Mstep: Class 16 contains 24354 members 
Mstep: Class 17 contains 102511 members 
Mstep: Class 18 contains 3955 members 
Mstep: Class 19 contains 21174 members 
Mstep: Class 20 contains 8686 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 18679 members 
Mstep: Class 24 contains 27821 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 29302 members 
Mstep: Class 27 contains 9373 members 
Mstep: Class 28 contains 4535 members 
Mstep: Class 29 contains 10258 members 
Mstep: Class 30 contains 6251 members 
Mstep: Class 31 contains 7771 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 9393 members 
Mstep: Class 34 contains 5209 members 
Mstep: Class 35 contains 6552 members 
Mstep: Class 36 contains 6414 members 
Mstep: Class 37 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003536.000000 Penalty: 129393.078125
Iteration 123Q: 38 clusters Score -1.130035e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 21082 members 
Mstep: Class 4 contains 75000 members 
Mstep: Class 5 contains 416455 members 
Mstep: Class 6 contains 61189 members 
Mstep: Class 7 contains 325585 members 
Mstep: Class 8 contains 26016 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16709 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11148 members 
Mstep: Class 16 contains 24288 members 
Mstep: Class 17 contains 102507 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 21197 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 6329 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 18686 members 
Mstep: Class 24 contains 27824 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 29268 members 
Mstep: Class 27 contains 9383 members 
Mstep: Class 28 contains 4534 members 
Mstep: Class 29 contains 10261 members 
Mstep: Class 30 contains 6240 members 
Mstep: Class 31 contains 7809 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 5216 members 
Mstep: Class 35 contains 6564 members 
Mstep: Class 36 contains 6419 members 
Mstep: Class 37 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003504.000000 Penalty: 129393.078125
Iteration 124Q: 38 clusters Score -1.130035e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 21074 members 
Mstep: Class 4 contains 74992 members 
Mstep: Class 5 contains 416442 members 
Mstep: Class 6 contains 61189 members 
Mstep: Class 7 contains 325578 members 
Mstep: Class 8 contains 26017 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16711 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 24241 members 
Mstep: Class 17 contains 102505 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 21192 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 6343 members 
Mstep: Class 22 contains 6367 members 
Mstep: Class 23 contains 18691 members 
Mstep: Class 24 contains 27827 members 
Mstep: Class 25 contains 2414 members 
Mstep: Class 26 contains 29232 members 
Mstep: Class 27 contains 9397 members 
Mstep: Class 28 contains 4535 members 
Mstep: Class 29 contains 10260 members 
Mstep: Class 30 contains 6240 members 
Mstep: Class 31 contains 7862 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5225 members 
Mstep: Class 35 contains 6572 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003368.000000 Penalty: 129393.078125
Iteration 125Q: 38 clusters Score -1.130034e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 21062 members 
Mstep: Class 4 contains 74982 members 
Mstep: Class 5 contains 416434 members 
Mstep: Class 6 contains 61187 members 
Mstep: Class 7 contains 325578 members 
Mstep: Class 8 contains 26016 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16710 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 24185 members 
Mstep: Class 17 contains 102500 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 21199 members 
Mstep: Class 20 contains 8665 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 18702 members 
Mstep: Class 24 contains 27836 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 29191 members 
Mstep: Class 27 contains 9401 members 
Mstep: Class 28 contains 4536 members 
Mstep: Class 29 contains 10257 members 
Mstep: Class 30 contains 6242 members 
Mstep: Class 31 contains 7926 members 
Mstep: Class 32 contains 11205 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5239 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 6437 members 
Mstep: Class 37 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003288.000000 Penalty: 129393.078125
Iteration 126Q: 38 clusters Score -1.130033e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3042 members 
Mstep: Class 3 contains 21049 members 
Mstep: Class 4 contains 74978 members 
Mstep: Class 5 contains 416433 members 
Mstep: Class 6 contains 61186 members 
Mstep: Class 7 contains 325577 members 
Mstep: Class 8 contains 26016 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 8542 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16714 members 
Mstep: Class 13 contains 15399 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 24146 members 
Mstep: Class 17 contains 102492 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 21186 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 6351 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 18714 members 
Mstep: Class 24 contains 27838 members 
Mstep: Class 25 contains 2419 members 
Mstep: Class 26 contains 29150 members 
Mstep: Class 27 contains 9408 members 
Mstep: Class 28 contains 4537 members 
Mstep: Class 29 contains 10251 members 
Mstep: Class 30 contains 6245 members 
Mstep: Class 31 contains 8002 members 
Mstep: Class 32 contains 11205 members 
Mstep: Class 33 contains 9393 members 
Mstep: Class 34 contains 5252 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 6447 members 
Mstep: Class 37 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003496.000000 Penalty: 129393.078125
Iteration 127Q: 38 clusters Score -1.130035e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 21033 members 
Mstep: Class 4 contains 74975 members 
Mstep: Class 5 contains 416422 members 
Mstep: Class 6 contains 61183 members 
Mstep: Class 7 contains 325585 members 
Mstep: Class 8 contains 26012 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 8543 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16721 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11156 members 
Mstep: Class 16 contains 24099 members 
Mstep: Class 17 contains 102491 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 21171 members 
Mstep: Class 20 contains 8661 members 
Mstep: Class 21 contains 6359 members 
Mstep: Class 22 contains 6325 members 
Mstep: Class 23 contains 18730 members 
Mstep: Class 24 contains 27840 members 
Mstep: Class 25 contains 2420 members 
Mstep: Class 26 contains 29095 members 
Mstep: Class 27 contains 9415 members 
Mstep: Class 28 contains 4538 members 
Mstep: Class 29 contains 10248 members 
Mstep: Class 30 contains 6236 members 
Mstep: Class 31 contains 8084 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 9389 members 
Mstep: Class 34 contains 5268 members 
Mstep: Class 35 contains 6603 members 
Mstep: Class 36 contains 6455 members 
Mstep: Class 37 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003472.000000 Penalty: 129393.078125
Iteration 128Q: 38 clusters Score -1.130035e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3045 members 
Mstep: Class 3 contains 21026 members 
Mstep: Class 4 contains 74970 members 
Mstep: Class 5 contains 416405 members 
Mstep: Class 6 contains 61186 members 
Mstep: Class 7 contains 325592 members 
Mstep: Class 8 contains 26009 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 8547 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16719 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11156 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 102488 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 21164 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 6368 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 18741 members 
Mstep: Class 24 contains 27842 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 29031 members 
Mstep: Class 27 contains 9423 members 
Mstep: Class 28 contains 4540 members 
Mstep: Class 29 contains 10244 members 
Mstep: Class 30 contains 6237 members 
Mstep: Class 31 contains 8161 members 
Mstep: Class 32 contains 11205 members 
Mstep: Class 33 contains 9391 members 
Mstep: Class 34 contains 5284 members 
Mstep: Class 35 contains 6614 members 
Mstep: Class 36 contains 6465 members 
Mstep: Class 37 contains 4655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003472.000000 Penalty: 129393.078125
Iteration 129Q: 38 clusters Score -1.130035e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 21013 members 
Mstep: Class 4 contains 74962 members 
Mstep: Class 5 contains 416378 members 
Mstep: Class 6 contains 61193 members 
Mstep: Class 7 contains 325586 members 
Mstep: Class 8 contains 26008 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 8547 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16718 members 
Mstep: Class 13 contains 15397 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11155 members 
Mstep: Class 16 contains 24006 members 
Mstep: Class 17 contains 102486 members 
Mstep: Class 18 contains 3989 members 
Mstep: Class 19 contains 21163 members 
Mstep: Class 20 contains 8657 members 
Mstep: Class 21 contains 6372 members 
Mstep: Class 22 contains 6298 members 
Mstep: Class 23 contains 18750 members 
Mstep: Class 24 contains 27844 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 28984 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 4544 members 
Mstep: Class 29 contains 10243 members 
Mstep: Class 30 contains 6232 members 
Mstep: Class 31 contains 8245 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 9391 members 
Mstep: Class 34 contains 5300 members 
Mstep: Class 35 contains 6619 members 
Mstep: Class 36 contains 6472 members 
Mstep: Class 37 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003336.000000 Penalty: 129393.078125
Iteration 130Q: 38 clusters Score -1.130033e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 21002 members 
Mstep: Class 4 contains 74956 members 
Mstep: Class 5 contains 416356 members 
Mstep: Class 6 contains 61185 members 
Mstep: Class 7 contains 325589 members 
Mstep: Class 8 contains 26008 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 8550 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16724 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 23973 members 
Mstep: Class 17 contains 102483 members 
Mstep: Class 18 contains 3995 members 
Mstep: Class 19 contains 21150 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 6374 members 
Mstep: Class 22 contains 6277 members 
Mstep: Class 23 contains 18757 members 
Mstep: Class 24 contains 27847 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 28933 members 
Mstep: Class 27 contains 9432 members 
Mstep: Class 28 contains 4546 members 
Mstep: Class 29 contains 10241 members 
Mstep: Class 30 contains 6238 members 
Mstep: Class 31 contains 8323 members 
Mstep: Class 32 contains 11211 members 
Mstep: Class 33 contains 9391 members 
Mstep: Class 34 contains 5322 members 
Mstep: Class 35 contains 6617 members 
Mstep: Class 36 contains 6482 members 
Mstep: Class 37 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003464.000000 Penalty: 129393.078125
Iteration 131Q: 38 clusters Score -1.130035e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3050 members 
Mstep: Class 3 contains 20991 members 
Mstep: Class 4 contains 74946 members 
Mstep: Class 5 contains 416328 members 
Mstep: Class 6 contains 61184 members 
Mstep: Class 7 contains 325581 members 
Mstep: Class 8 contains 26005 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11165 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 102484 members 
Mstep: Class 18 contains 4000 members 
Mstep: Class 19 contains 21143 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 6377 members 
Mstep: Class 22 contains 6261 members 
Mstep: Class 23 contains 18767 members 
Mstep: Class 24 contains 27848 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 28865 members 
Mstep: Class 27 contains 9441 members 
Mstep: Class 28 contains 4545 members 
Mstep: Class 29 contains 10239 members 
Mstep: Class 30 contains 6239 members 
Mstep: Class 31 contains 8426 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9391 members 
Mstep: Class 34 contains 5342 members 
Mstep: Class 35 contains 6609 members 
Mstep: Class 36 contains 6497 members 
Mstep: Class 37 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003504.000000 Penalty: 129393.078125
Iteration 132Q: 38 clusters Score -1.130035e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 20981 members 
Mstep: Class 4 contains 74942 members 
Mstep: Class 5 contains 416327 members 
Mstep: Class 6 contains 61175 members 
Mstep: Class 7 contains 325573 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8551 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 23912 members 
Mstep: Class 17 contains 102488 members 
Mstep: Class 18 contains 4007 members 
Mstep: Class 19 contains 21134 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 6381 members 
Mstep: Class 22 contains 6246 members 
Mstep: Class 23 contains 18776 members 
Mstep: Class 24 contains 27849 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 28792 members 
Mstep: Class 27 contains 9447 members 
Mstep: Class 28 contains 4546 members 
Mstep: Class 29 contains 10236 members 
Mstep: Class 30 contains 6230 members 
Mstep: Class 31 contains 8527 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9393 members 
Mstep: Class 34 contains 5357 members 
Mstep: Class 35 contains 6608 members 
Mstep: Class 36 contains 6506 members 
Mstep: Class 37 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003736.000000 Penalty: 129393.078125
Iteration 133Q: 38 clusters Score -1.130037e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3053 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 74943 members 
Mstep: Class 5 contains 416306 members 
Mstep: Class 6 contains 61169 members 
Mstep: Class 7 contains 325567 members 
Mstep: Class 8 contains 26002 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 8554 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16726 members 
Mstep: Class 13 contains 15391 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11183 members 
Mstep: Class 16 contains 23888 members 
Mstep: Class 17 contains 102490 members 
Mstep: Class 18 contains 4016 members 
Mstep: Class 19 contains 21129 members 
Mstep: Class 20 contains 8655 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 6232 members 
Mstep: Class 23 contains 18786 members 
Mstep: Class 24 contains 27850 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 28717 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 4546 members 
Mstep: Class 29 contains 10237 members 
Mstep: Class 30 contains 6227 members 
Mstep: Class 31 contains 8626 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5375 members 
Mstep: Class 35 contains 6608 members 
Mstep: Class 36 contains 6512 members 
Mstep: Class 37 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003848.000000 Penalty: 129393.078125
Iteration 134Q: 38 clusters Score -1.130038e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 74940 members 
Mstep: Class 5 contains 416298 members 
Mstep: Class 6 contains 61161 members 
Mstep: Class 7 contains 325572 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 8563 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 15390 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11179 members 
Mstep: Class 16 contains 23847 members 
Mstep: Class 17 contains 102493 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 21114 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 6220 members 
Mstep: Class 23 contains 18798 members 
Mstep: Class 24 contains 27850 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 28649 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 4546 members 
Mstep: Class 29 contains 10240 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 8704 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5396 members 
Mstep: Class 35 contains 6611 members 
Mstep: Class 36 contains 6518 members 
Mstep: Class 37 contains 4673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004040.000000 Penalty: 129393.078125
Iteration 135Q: 38 clusters Score -1.13004e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 20954 members 
Mstep: Class 4 contains 74936 members 
Mstep: Class 5 contains 416284 members 
Mstep: Class 6 contains 61154 members 
Mstep: Class 7 contains 325568 members 
Mstep: Class 8 contains 25995 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 8565 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16735 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11185 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 102490 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 21099 members 
Mstep: Class 20 contains 8653 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 6217 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 27854 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 28554 members 
Mstep: Class 27 contains 9476 members 
Mstep: Class 28 contains 4549 members 
Mstep: Class 29 contains 10236 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 8813 members 
Mstep: Class 32 contains 11219 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 5411 members 
Mstep: Class 35 contains 6614 members 
Mstep: Class 36 contains 6522 members 
Mstep: Class 37 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003992.000000 Penalty: 129393.078125
Iteration 136Q: 38 clusters Score -1.13004e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 20945 members 
Mstep: Class 4 contains 74937 members 
Mstep: Class 5 contains 416265 members 
Mstep: Class 6 contains 61153 members 
Mstep: Class 7 contains 325581 members 
Mstep: Class 8 contains 25993 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11191 members 
Mstep: Class 16 contains 23787 members 
Mstep: Class 17 contains 102488 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 21070 members 
Mstep: Class 20 contains 8655 members 
Mstep: Class 21 contains 6402 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 18824 members 
Mstep: Class 24 contains 27853 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 28463 members 
Mstep: Class 27 contains 9484 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 10233 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 8926 members 
Mstep: Class 32 contains 11219 members 
Mstep: Class 33 contains 9393 members 
Mstep: Class 34 contains 5426 members 
Mstep: Class 35 contains 6625 members 
Mstep: Class 36 contains 6526 members 
Mstep: Class 37 contains 4680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003656.000000 Penalty: 129393.078125
Iteration 137Q: 38 clusters Score -1.130037e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 20937 members 
Mstep: Class 4 contains 74936 members 
Mstep: Class 5 contains 416262 members 
Mstep: Class 6 contains 61154 members 
Mstep: Class 7 contains 325581 members 
Mstep: Class 8 contains 25993 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 8562 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 16744 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11198 members 
Mstep: Class 16 contains 23768 members 
Mstep: Class 17 contains 102487 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 8656 members 
Mstep: Class 21 contains 6410 members 
Mstep: Class 22 contains 6207 members 
Mstep: Class 23 contains 18831 members 
Mstep: Class 24 contains 27857 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 28379 members 
Mstep: Class 27 contains 9485 members 
Mstep: Class 28 contains 4550 members 
Mstep: Class 29 contains 10224 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 9023 members 
Mstep: Class 32 contains 11218 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 5442 members 
Mstep: Class 35 contains 6638 members 
Mstep: Class 36 contains 6532 members 
Mstep: Class 37 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003816.000000 Penalty: 129393.078125
Iteration 138Q: 38 clusters Score -1.130038e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 74938 members 
Mstep: Class 5 contains 416261 members 
Mstep: Class 6 contains 61154 members 
Mstep: Class 7 contains 325584 members 
Mstep: Class 8 contains 25989 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 8556 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11198 members 
Mstep: Class 16 contains 23743 members 
Mstep: Class 17 contains 102484 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 20991 members 
Mstep: Class 20 contains 8652 members 
Mstep: Class 21 contains 6415 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 18839 members 
Mstep: Class 24 contains 27856 members 
Mstep: Class 25 contains 2427 members 
Mstep: Class 26 contains 28289 members 
Mstep: Class 27 contains 9491 members 
Mstep: Class 28 contains 4554 members 
Mstep: Class 29 contains 10216 members 
Mstep: Class 30 contains 6223 members 
Mstep: Class 31 contains 9131 members 
Mstep: Class 32 contains 11221 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5452 members 
Mstep: Class 35 contains 6651 members 
Mstep: Class 36 contains 6536 members 
Mstep: Class 37 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003936.000000 Penalty: 129393.078125
Iteration 139Q: 38 clusters Score -1.130039e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 20939 members 
Mstep: Class 4 contains 74936 members 
Mstep: Class 5 contains 416252 members 
Mstep: Class 6 contains 61145 members 
Mstep: Class 7 contains 325599 members 
Mstep: Class 8 contains 25989 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 8553 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11200 members 
Mstep: Class 16 contains 23728 members 
Mstep: Class 17 contains 102482 members 
Mstep: Class 18 contains 4025 members 
Mstep: Class 19 contains 20952 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 6202 members 
Mstep: Class 23 contains 18846 members 
Mstep: Class 24 contains 27859 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 28189 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 4557 members 
Mstep: Class 29 contains 10210 members 
Mstep: Class 30 contains 6224 members 
Mstep: Class 31 contains 9243 members 
Mstep: Class 32 contains 11220 members 
Mstep: Class 33 contains 9397 members 
Mstep: Class 34 contains 5457 members 
Mstep: Class 35 contains 6660 members 
Mstep: Class 36 contains 6542 members 
Mstep: Class 37 contains 4694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003744.000000 Penalty: 129393.078125
Iteration 140F: 38 clusters Score -1.130037e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 20937 members 
Mstep: Class 4 contains 74932 members 
Mstep: Class 5 contains 416242 members 
Mstep: Class 6 contains 61148 members 
Mstep: Class 7 contains 325612 members 
Mstep: Class 8 contains 25990 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 8547 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11204 members 
Mstep: Class 16 contains 23700 members 
Mstep: Class 17 contains 102479 members 
Mstep: Class 18 contains 4026 members 
Mstep: Class 19 contains 20937 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 18850 members 
Mstep: Class 24 contains 27862 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 28084 members 
Mstep: Class 27 contains 9503 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10206 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 9349 members 
Mstep: Class 32 contains 11222 members 
Mstep: Class 33 contains 9397 members 
Mstep: Class 34 contains 5466 members 
Mstep: Class 35 contains 6670 members 
Mstep: Class 36 contains 6543 members 
Mstep: Class 37 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003736.000000 Penalty: 129393.078125
Iteration 141Q: 38 clusters Score -1.130037e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3072 members 
Mstep: Class 3 contains 20937 members 
Mstep: Class 4 contains 74931 members 
Mstep: Class 5 contains 416230 members 
Mstep: Class 6 contains 61149 members 
Mstep: Class 7 contains 325630 members 
Mstep: Class 8 contains 25989 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 8535 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 15393 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11204 members 
Mstep: Class 16 contains 23680 members 
Mstep: Class 17 contains 102479 members 
Mstep: Class 18 contains 4024 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 8648 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 6195 members 
Mstep: Class 23 contains 18850 members 
Mstep: Class 24 contains 27868 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 27972 members 
Mstep: Class 27 contains 9504 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10203 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 9479 members 
Mstep: Class 32 contains 11222 members 
Mstep: Class 33 contains 9397 members 
Mstep: Class 34 contains 5472 members 
Mstep: Class 35 contains 6682 members 
Mstep: Class 36 contains 6548 members 
Mstep: Class 37 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003840.000000 Penalty: 129393.078125
Iteration 142Q: 38 clusters Score -1.130038e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 74929 members 
Mstep: Class 5 contains 416213 members 
Mstep: Class 6 contains 61139 members 
Mstep: Class 7 contains 325638 members 
Mstep: Class 8 contains 25990 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16750 members 
Mstep: Class 13 contains 15394 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11210 members 
Mstep: Class 16 contains 23675 members 
Mstep: Class 17 contains 102483 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 6445 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 18852 members 
Mstep: Class 24 contains 27871 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 27843 members 
Mstep: Class 27 contains 9507 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 10201 members 
Mstep: Class 30 contains 6231 members 
Mstep: Class 31 contains 9610 members 
Mstep: Class 32 contains 11221 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5476 members 
Mstep: Class 35 contains 6685 members 
Mstep: Class 36 contains 6552 members 
Mstep: Class 37 contains 4697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003872.000000 Penalty: 129393.078125
Iteration 143Q: 38 clusters Score -1.130039e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 74925 members 
Mstep: Class 5 contains 416202 members 
Mstep: Class 6 contains 61132 members 
Mstep: Class 7 contains 325646 members 
Mstep: Class 8 contains 25994 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 8517 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16749 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11216 members 
Mstep: Class 16 contains 23657 members 
Mstep: Class 17 contains 102481 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 20897 members 
Mstep: Class 20 contains 8645 members 
Mstep: Class 21 contains 6454 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 18853 members 
Mstep: Class 24 contains 27871 members 
Mstep: Class 25 contains 2428 members 
Mstep: Class 26 contains 27745 members 
Mstep: Class 27 contains 9507 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 10199 members 
Mstep: Class 30 contains 6237 members 
Mstep: Class 31 contains 9723 members 
Mstep: Class 32 contains 11217 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5485 members 
Mstep: Class 35 contains 6695 members 
Mstep: Class 36 contains 6557 members 
Mstep: Class 37 contains 4700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004112.000000 Penalty: 129393.078125
Iteration 144Q: 38 clusters Score -1.130041e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 20941 members 
Mstep: Class 4 contains 74924 members 
Mstep: Class 5 contains 416187 members 
Mstep: Class 6 contains 61127 members 
Mstep: Class 7 contains 325650 members 
Mstep: Class 8 contains 25996 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 7698 members 
Mstep: Class 12 contains 16750 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11228 members 
Mstep: Class 16 contains 23650 members 
Mstep: Class 17 contains 102478 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 20898 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 6167 members 
Mstep: Class 23 contains 18858 members 
Mstep: Class 24 contains 27870 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 27624 members 
Mstep: Class 27 contains 9509 members 
Mstep: Class 28 contains 4556 members 
Mstep: Class 29 contains 10197 members 
Mstep: Class 30 contains 6239 members 
Mstep: Class 31 contains 9836 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5498 members 
Mstep: Class 35 contains 6697 members 
Mstep: Class 36 contains 6563 members 
Mstep: Class 37 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004136.000000 Penalty: 129393.078125
Iteration 145Q: 38 clusters Score -1.130041e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 20937 members 
Mstep: Class 4 contains 74923 members 
Mstep: Class 5 contains 416177 members 
Mstep: Class 6 contains 61131 members 
Mstep: Class 7 contains 325642 members 
Mstep: Class 8 contains 25995 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8514 members 
Mstep: Class 11 contains 7698 members 
Mstep: Class 12 contains 16750 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11235 members 
Mstep: Class 16 contains 23639 members 
Mstep: Class 17 contains 102477 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 20895 members 
Mstep: Class 20 contains 8642 members 
Mstep: Class 21 contains 6461 members 
Mstep: Class 22 contains 6158 members 
Mstep: Class 23 contains 18866 members 
Mstep: Class 24 contains 27867 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 27522 members 
Mstep: Class 27 contains 9508 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 10192 members 
Mstep: Class 30 contains 6245 members 
Mstep: Class 31 contains 9944 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5509 members 
Mstep: Class 35 contains 6702 members 
Mstep: Class 36 contains 6567 members 
Mstep: Class 37 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004112.000000 Penalty: 129393.078125
Iteration 146Q: 38 clusters Score -1.130041e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3080 members 
Mstep: Class 3 contains 20931 members 
Mstep: Class 4 contains 74923 members 
Mstep: Class 5 contains 416173 members 
Mstep: Class 6 contains 61129 members 
Mstep: Class 7 contains 325647 members 
Mstep: Class 8 contains 25995 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8515 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11233 members 
Mstep: Class 16 contains 23633 members 
Mstep: Class 17 contains 102470 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 20886 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 6144 members 
Mstep: Class 23 contains 18873 members 
Mstep: Class 24 contains 27869 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 27451 members 
Mstep: Class 27 contains 9506 members 
Mstep: Class 28 contains 4549 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 6252 members 
Mstep: Class 31 contains 10022 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 5520 members 
Mstep: Class 35 contains 6709 members 
Mstep: Class 36 contains 6569 members 
Mstep: Class 37 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004112.000000 Penalty: 129393.078125
Iteration 147Q: 38 clusters Score -1.130041e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 20930 members 
Mstep: Class 4 contains 74922 members 
Mstep: Class 5 contains 416173 members 
Mstep: Class 6 contains 61119 members 
Mstep: Class 7 contains 325651 members 
Mstep: Class 8 contains 25996 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8514 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 16741 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11231 members 
Mstep: Class 16 contains 23637 members 
Mstep: Class 17 contains 102468 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 20872 members 
Mstep: Class 20 contains 8640 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 6139 members 
Mstep: Class 23 contains 18874 members 
Mstep: Class 24 contains 27869 members 
Mstep: Class 25 contains 2433 members 
Mstep: Class 26 contains 27377 members 
Mstep: Class 27 contains 9506 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 10188 members 
Mstep: Class 30 contains 6252 members 
Mstep: Class 31 contains 10106 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5532 members 
Mstep: Class 35 contains 6711 members 
Mstep: Class 36 contains 6569 members 
Mstep: Class 37 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004056.000000 Penalty: 129393.078125
Iteration 148Q: 38 clusters Score -1.130041e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 74919 members 
Mstep: Class 5 contains 416170 members 
Mstep: Class 6 contains 61121 members 
Mstep: Class 7 contains 325660 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 8510 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 15404 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11230 members 
Mstep: Class 16 contains 23631 members 
Mstep: Class 17 contains 102472 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 20861 members 
Mstep: Class 20 contains 8638 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 6133 members 
Mstep: Class 23 contains 18871 members 
Mstep: Class 24 contains 27868 members 
Mstep: Class 25 contains 2428 members 
Mstep: Class 26 contains 27300 members 
Mstep: Class 27 contains 9506 members 
Mstep: Class 28 contains 4552 members 
Mstep: Class 29 contains 10187 members 
Mstep: Class 30 contains 6255 members 
Mstep: Class 31 contains 10187 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 5547 members 
Mstep: Class 35 contains 6714 members 
Mstep: Class 36 contains 6574 members 
Mstep: Class 37 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003984.000000 Penalty: 129393.078125
Iteration 149Q: 38 clusters Score -1.13004e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3084 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 74920 members 
Mstep: Class 5 contains 416167 members 
Mstep: Class 6 contains 61117 members 
Mstep: Class 7 contains 325676 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 8500 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11231 members 
Mstep: Class 16 contains 23613 members 
Mstep: Class 17 contains 102469 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 20862 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 6469 members 
Mstep: Class 22 contains 6124 members 
Mstep: Class 23 contains 18871 members 
Mstep: Class 24 contains 27869 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 27230 members 
Mstep: Class 27 contains 9507 members 
Mstep: Class 28 contains 4554 members 
Mstep: Class 29 contains 10185 members 
Mstep: Class 30 contains 6261 members 
Mstep: Class 31 contains 10263 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 5565 members 
Mstep: Class 35 contains 6717 members 
Mstep: Class 36 contains 6574 members 
Mstep: Class 37 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004096.000000 Penalty: 129393.078125
Iteration 150Q: 38 clusters Score -1.130041e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20926 members 
Mstep: Class 4 contains 74920 members 
Mstep: Class 5 contains 416164 members 
Mstep: Class 6 contains 61118 members 
Mstep: Class 7 contains 325690 members 
Mstep: Class 8 contains 25999 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 8489 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11228 members 
Mstep: Class 16 contains 23610 members 
Mstep: Class 17 contains 102462 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 20859 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 6115 members 
Mstep: Class 23 contains 18870 members 
Mstep: Class 24 contains 27868 members 
Mstep: Class 25 contains 2423 members 
Mstep: Class 26 contains 27157 members 
Mstep: Class 27 contains 9508 members 
Mstep: Class 28 contains 4555 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6266 members 
Mstep: Class 31 contains 10330 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9394 members 
Mstep: Class 34 contains 5580 members 
Mstep: Class 35 contains 6720 members 
Mstep: Class 36 contains 6580 members 
Mstep: Class 37 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004120.000000 Penalty: 129393.078125
Iteration 151Q: 38 clusters Score -1.130041e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20926 members 
Mstep: Class 4 contains 74922 members 
Mstep: Class 5 contains 416157 members 
Mstep: Class 6 contains 61113 members 
Mstep: Class 7 contains 325693 members 
Mstep: Class 8 contains 25998 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8486 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16733 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11230 members 
Mstep: Class 16 contains 23606 members 
Mstep: Class 17 contains 102462 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 20868 members 
Mstep: Class 20 contains 8635 members 
Mstep: Class 21 contains 6472 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 18870 members 
Mstep: Class 24 contains 27868 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 27094 members 
Mstep: Class 27 contains 9509 members 
Mstep: Class 28 contains 4556 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6270 members 
Mstep: Class 31 contains 10392 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 6723 members 
Mstep: Class 36 contains 6582 members 
Mstep: Class 37 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004032.000000 Penalty: 129393.078125
Iteration 152Q: 38 clusters Score -1.13004e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 74922 members 
Mstep: Class 5 contains 416146 members 
Mstep: Class 6 contains 61115 members 
Mstep: Class 7 contains 325698 members 
Mstep: Class 8 contains 26000 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 7698 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 13 contains 15401 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11230 members 
Mstep: Class 16 contains 23598 members 
Mstep: Class 17 contains 102462 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 20889 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6470 members 
Mstep: Class 22 contains 6081 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27869 members 
Mstep: Class 25 contains 2427 members 
Mstep: Class 26 contains 27047 members 
Mstep: Class 27 contains 9510 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6272 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 6727 members 
Mstep: Class 36 contains 6581 members 
Mstep: Class 37 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004072.000000 Penalty: 129393.078125
Iteration 153Q: 38 clusters Score -1.130041e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20925 members 
Mstep: Class 4 contains 74918 members 
Mstep: Class 5 contains 416139 members 
Mstep: Class 6 contains 61111 members 
Mstep: Class 7 contains 325702 members 
Mstep: Class 8 contains 26001 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8470 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11227 members 
Mstep: Class 16 contains 23603 members 
Mstep: Class 17 contains 102460 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 20901 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 6472 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27867 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 27003 members 
Mstep: Class 27 contains 9510 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6275 members 
Mstep: Class 31 contains 10498 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9397 members 
Mstep: Class 34 contains 5592 members 
Mstep: Class 35 contains 6731 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003936.000000 Penalty: 129393.078125
Iteration 154Q: 38 clusters Score -1.130039e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20926 members 
Mstep: Class 4 contains 74918 members 
Mstep: Class 5 contains 416131 members 
Mstep: Class 6 contains 61104 members 
Mstep: Class 7 contains 325705 members 
Mstep: Class 8 contains 25997 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8456 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11223 members 
Mstep: Class 16 contains 23601 members 
Mstep: Class 17 contains 102462 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 8633 members 
Mstep: Class 21 contains 6473 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27870 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 26964 members 
Mstep: Class 27 contains 9512 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6279 members 
Mstep: Class 31 contains 10558 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5592 members 
Mstep: Class 35 contains 6735 members 
Mstep: Class 36 contains 6578 members 
Mstep: Class 37 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003760.000000 Penalty: 129393.078125
Iteration 155Q: 38 clusters Score -1.130038e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 74915 members 
Mstep: Class 5 contains 416136 members 
Mstep: Class 6 contains 61098 members 
Mstep: Class 7 contains 325719 members 
Mstep: Class 8 contains 25993 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8446 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11220 members 
Mstep: Class 16 contains 23594 members 
Mstep: Class 17 contains 102460 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 6474 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27873 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 26932 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6284 members 
Mstep: Class 31 contains 10602 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 9395 members 
Mstep: Class 34 contains 5594 members 
Mstep: Class 35 contains 6737 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003768.000000 Penalty: 129393.078125
Iteration 156Q: 38 clusters Score -1.130038e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 74908 members 
Mstep: Class 5 contains 416136 members 
Mstep: Class 6 contains 61095 members 
Mstep: Class 7 contains 325725 members 
Mstep: Class 8 contains 25992 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8438 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 15403 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11218 members 
Mstep: Class 16 contains 23588 members 
Mstep: Class 17 contains 102458 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 6476 members 
Mstep: Class 22 contains 6038 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27876 members 
Mstep: Class 25 contains 2428 members 
Mstep: Class 26 contains 26899 members 
Mstep: Class 27 contains 9514 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 10644 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5600 members 
Mstep: Class 35 contains 6740 members 
Mstep: Class 36 contains 6576 members 
Mstep: Class 37 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003888.000000 Penalty: 129393.078125
Iteration 157Q: 38 clusters Score -1.130039e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 74906 members 
Mstep: Class 5 contains 416133 members 
Mstep: Class 6 contains 61093 members 
Mstep: Class 7 contains 325721 members 
Mstep: Class 8 contains 25990 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8432 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11218 members 
Mstep: Class 16 contains 23581 members 
Mstep: Class 17 contains 102458 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 6477 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27878 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 26871 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6288 members 
Mstep: Class 31 contains 10681 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5600 members 
Mstep: Class 35 contains 6741 members 
Mstep: Class 36 contains 6576 members 
Mstep: Class 37 contains 4714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003896.000000 Penalty: 129393.078125
Iteration 158Q: 38 clusters Score -1.130039e+08 nChanged 97
Entering ConstructFrom: 
Score: -113003896.000000 Penalty: 129393.078125
Entering ConstructFrom: 
Trying to split cluster 1 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -278250.375000 Penalty: 2007.330200
	Iteration 0F: 2 clusters Score -278250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -274843.125000 Penalty: 4014.660400
	Iteration 0F: 3 clusters Score -274843.1 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -275589.906250 Penalty: 4014.660400
	Iteration 1F: 3 clusters Score -275589.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -275815.218750 Penalty: 4014.660400
	Iteration 2F: 3 clusters Score -275815.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -275978.843750 Penalty: 4014.660400
	Iteration 3F: 3 clusters Score -275978.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -276092.531250 Penalty: 4014.660400
	Iteration 4Q: 3 clusters Score -276092.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -276180.375000 Penalty: 4014.660400
	Iteration 5Q: 3 clusters Score -276180.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -276246.125000 Penalty: 4014.660400
	Iteration 6Q: 3 clusters Score -276246.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -276304.156250 Penalty: 4014.660400
	Iteration 7Q: 3 clusters Score -276304.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -276353.437500 Penalty: 4014.660400
	Iteration 8Q: 3 clusters Score -276353.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -276396.625000 Penalty: 4014.660400
	Iteration 9Q: 3 clusters Score -276396.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -276425.125000 Penalty: 4014.660400
	Iteration 10Q: 3 clusters Score -276425.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -276447.156250 Penalty: 4014.660400
	Iteration 11Q: 3 clusters Score -276447.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -276463.468750 Penalty: 4014.660400
	Iteration 12Q: 3 clusters Score -276463.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -276478.031250 Penalty: 4014.660400
	Iteration 13Q: 3 clusters Score -276478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -276488.875000 Penalty: 4014.660400
	Iteration 14Q: 3 clusters Score -276488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -276503.031250 Penalty: 4014.660400
	Iteration 15Q: 3 clusters Score -276503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -276518.593750 Penalty: 4014.660400
	Iteration 16Q: 3 clusters Score -276518.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -276535.531250 Penalty: 4014.660400
	Iteration 17Q: 3 clusters Score -276535.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -276547.687500 Penalty: 4014.660400
	Iteration 18Q: 3 clusters Score -276547.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -276558.312500 Penalty: 4014.660400
	Iteration 19Q: 3 clusters Score -276558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -276567.343750 Penalty: 4014.660400
	Iteration 20F: 3 clusters Score -276567.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -276573.281250 Penalty: 4014.660400
	Iteration 21Q: 3 clusters Score -276573.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -276580.093750 Penalty: 4014.660400
	Iteration 22Q: 3 clusters Score -276580.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -276589.937500 Penalty: 4014.660400
	Iteration 23Q: 3 clusters Score -276589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -276595.562500 Penalty: 4014.660400
	Iteration 24Q: 3 clusters Score -276595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -276598.812500 Penalty: 4014.660400
	Iteration 25Q: 3 clusters Score -276598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -276602.812500 Penalty: 4014.660400
	Iteration 26Q: 3 clusters Score -276602.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -276608.031250 Penalty: 4014.660400
	Iteration 27Q: 3 clusters Score -276608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -276614.656250 Penalty: 4014.660400
	Iteration 28Q: 3 clusters Score -276614.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -276621.437500 Penalty: 4014.660400
	Iteration 29Q: 3 clusters Score -276621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -276627.000000 Penalty: 4014.660400
	Iteration 30Q: 3 clusters Score -276627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -276633.468750 Penalty: 4014.660400
	Iteration 31Q: 3 clusters Score -276633.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -276641.593750 Penalty: 4014.660400
	Iteration 32Q: 3 clusters Score -276641.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -276648.531250 Penalty: 4014.660400
	Iteration 33Q: 3 clusters Score -276648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -276651.843750 Penalty: 4014.660400
	Iteration 34Q: 3 clusters Score -276651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -276661.125000 Penalty: 4014.660400
	Iteration 35Q: 3 clusters Score -276661.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -276669.937500 Penalty: 4014.660400
	Iteration 36Q: 3 clusters Score -276669.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -276680.968750 Penalty: 4014.660400
	Iteration 37Q: 3 clusters Score -276681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -276696.156250 Penalty: 4014.660400
	Iteration 38Q: 3 clusters Score -276696.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -276711.781250 Penalty: 4014.660400
	Iteration 39Q: 3 clusters Score -276711.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -276726.187500 Penalty: 4014.660400
	Iteration 40F: 3 clusters Score -276726.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -276739.687500 Penalty: 4014.660400
	Iteration 41Q: 3 clusters Score -276739.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -276750.281250 Penalty: 4014.660400
	Iteration 42Q: 3 clusters Score -276750.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -276762.312500 Penalty: 4014.660400
	Iteration 43Q: 3 clusters Score -276762.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -276778.937500 Penalty: 4014.660400
	Iteration 44Q: 3 clusters Score -276778.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -276797.218750 Penalty: 4014.660400
	Iteration 45Q: 3 clusters Score -276797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -276813.312500 Penalty: 4014.660400
	Iteration 46Q: 3 clusters Score -276813.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -276823.406250 Penalty: 4014.660400
	Iteration 47Q: 3 clusters Score -276823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -276832.562500 Penalty: 4014.660400
	Iteration 48Q: 3 clusters Score -276832.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -276843.000000 Penalty: 4014.660400
	Iteration 49Q: 3 clusters Score -276843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -276850.156250 Penalty: 4014.660400
	Iteration 50Q: 3 clusters Score -276850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -276853.468750 Penalty: 4014.660400
	Iteration 51Q: 3 clusters Score -276853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -276857.875000 Penalty: 4014.660400
	Iteration 52Q: 3 clusters Score -276857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -276860.937500 Penalty: 4014.660400
	Iteration 53Q: 3 clusters Score -276860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -276863.468750 Penalty: 4014.660400
	Iteration 54Q: 3 clusters Score -276863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -276866.093750 Penalty: 4014.660400
	Iteration 55Q: 3 clusters Score -276866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -276867.843750 Penalty: 4014.660400
	Iteration 56Q: 3 clusters Score -276867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -276867.843750 Penalty: 4014.660400
	Iteration 57F: 3 clusters Score -276867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -270160.625000 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -270160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -266829.937500 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -266829.9 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -267496.468750 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -267496.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -267644.968750 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -267645 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -267718.468750 Penalty: 3985.176758
	Iteration 3Q: 3 clusters Score -267718.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -267768.312500 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -267768.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -267805.062500 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -267805.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -267838.625000 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -267838.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -267862.812500 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -267862.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -267885.593750 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -267885.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -267904.031250 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -267904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -267919.968750 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -267920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -267940.593750 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -267940.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -267961.437500 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -267961.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -267980.656250 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -267980.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -267997.500000 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -267997.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -268008.687500 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -268008.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -268017.156250 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -268017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -268024.500000 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -268024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -268036.125000 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -268036.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -268050.937500 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -268050.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -268065.250000 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -268065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -268072.750000 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -268072.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -268080.687500 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -268080.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -268089.125000 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -268089.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -268097.093750 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -268097.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -268109.406250 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -268109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -268125.531250 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -268125.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -268139.281250 Penalty: 3985.176758
	Iteration 27Q: 3 clusters Score -268139.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -268152.343750 Penalty: 3985.176758
	Iteration 28Q: 3 clusters Score -268152.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -268164.125000 Penalty: 3985.176758
	Iteration 29Q: 3 clusters Score -268164.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -268176.312500 Penalty: 3985.176758
	Iteration 30Q: 3 clusters Score -268176.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -268187.531250 Penalty: 3985.176758
	Iteration 31Q: 3 clusters Score -268187.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -268205.375000 Penalty: 3985.176758
	Iteration 32Q: 3 clusters Score -268205.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -268218.718750 Penalty: 3985.176758
	Iteration 33Q: 3 clusters Score -268218.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -268228.750000 Penalty: 3985.176758
	Iteration 34Q: 3 clusters Score -268228.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -268234.812500 Penalty: 3985.176758
	Iteration 35Q: 3 clusters Score -268234.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -268241.812500 Penalty: 3985.176758
	Iteration 36Q: 3 clusters Score -268241.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -268247.875000 Penalty: 3985.176758
	Iteration 37Q: 3 clusters Score -268247.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -268255.312500 Penalty: 3985.176758
	Iteration 38Q: 3 clusters Score -268255.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -268261.812500 Penalty: 3985.176758
	Iteration 39Q: 3 clusters Score -268261.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -268271.687500 Penalty: 3985.176758
	Iteration 40F: 3 clusters Score -268271.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -268282.875000 Penalty: 3985.176758
	Iteration 41Q: 3 clusters Score -268282.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -268291.812500 Penalty: 3985.176758
	Iteration 42Q: 3 clusters Score -268291.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -268300.687500 Penalty: 3985.176758
	Iteration 43Q: 3 clusters Score -268300.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -268311.531250 Penalty: 3985.176758
	Iteration 44Q: 3 clusters Score -268311.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -268324.281250 Penalty: 3985.176758
	Iteration 45Q: 3 clusters Score -268324.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -268343.500000 Penalty: 3985.176758
	Iteration 46Q: 3 clusters Score -268343.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -268358.375000 Penalty: 3985.176758
	Iteration 47Q: 3 clusters Score -268358.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -268372.593750 Penalty: 3985.176758
	Iteration 48Q: 3 clusters Score -268372.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -268385.437500 Penalty: 3985.176758
	Iteration 49Q: 3 clusters Score -268385.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -268396.625000 Penalty: 3985.176758
	Iteration 50Q: 3 clusters Score -268396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -268408.093750 Penalty: 3985.176758
	Iteration 51Q: 3 clusters Score -268408.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -268420.281250 Penalty: 3985.176758
	Iteration 52Q: 3 clusters Score -268420.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -268428.968750 Penalty: 3985.176758
	Iteration 53Q: 3 clusters Score -268429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -268438.812500 Penalty: 3985.176758
	Iteration 54Q: 3 clusters Score -268438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -268445.718750 Penalty: 3985.176758
	Iteration 55Q: 3 clusters Score -268445.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -268451.468750 Penalty: 3985.176758
	Iteration 56Q: 3 clusters Score -268451.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -268457.937500 Penalty: 3985.176758
	Iteration 57Q: 3 clusters Score -268457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -268460.062500 Penalty: 3985.176758
	Iteration 58Q: 3 clusters Score -268460.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -268465.500000 Penalty: 3985.176758
	Iteration 59Q: 3 clusters Score -268465.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -268471.250000 Penalty: 3985.176758
	Iteration 60F: 3 clusters Score -268471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -268476.156250 Penalty: 3985.176758
	Iteration 61Q: 3 clusters Score -268476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -268479.031250 Penalty: 3985.176758
	Iteration 62Q: 3 clusters Score -268479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268482.718750 Penalty: 3985.176758
	Iteration 63Q: 3 clusters Score -268482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -268485.843750 Penalty: 3985.176758
	Iteration 64Q: 3 clusters Score -268485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -268488.843750 Penalty: 3985.176758
	Iteration 65Q: 3 clusters Score -268488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -268489.968750 Penalty: 3985.176758
	Iteration 66Q: 3 clusters Score -268490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268490.875000 Penalty: 3985.176758
	Iteration 67Q: 3 clusters Score -268490.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268491.781250 Penalty: 3985.176758
	Iteration 68Q: 3 clusters Score -268491.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268492.375000 Penalty: 3985.176758
	Iteration 69Q: 3 clusters Score -268492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -268492.250000 Penalty: 3985.176758
	Iteration 70Q: 3 clusters Score -268492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268492.750000 Penalty: 3985.176758
	Iteration 71Q: 3 clusters Score -268492.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268492.750000 Penalty: 3985.176758
	Iteration 72F: 3 clusters Score -268492.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Entering Unmasked Estep 
Score: -1798367.750000 Penalty: 2467.312988
	Iteration 0F: 2 clusters Score -1798368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1783693.250000 Penalty: 4934.625977
	Iteration 0F: 3 clusters Score -1783693 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1788769.875000 Penalty: 4934.625977
	Iteration 1F: 3 clusters Score -1788770 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1789402.125000 Penalty: 4934.625977
	Iteration 2F: 3 clusters Score -1789402 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1790121.750000 Penalty: 4934.625977
	Iteration 3F: 3 clusters Score -1790122 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1790959.625000 Penalty: 4934.625977
	Iteration 4F: 3 clusters Score -1790960 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1791952.000000 Penalty: 4934.625977
	Iteration 5F: 3 clusters Score -1791952 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1792964.625000 Penalty: 4934.625977
	Iteration 6F: 3 clusters Score -1792965 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1794082.375000 Penalty: 4934.625977
	Iteration 7F: 3 clusters Score -1794082 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1795053.125000 Penalty: 4934.625977
	Iteration 8F: 3 clusters Score -1795053 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1795696.750000 Penalty: 4934.625977
	Iteration 9Q: 3 clusters Score -1795697 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1796168.500000 Penalty: 4934.625977
	Iteration 10Q: 3 clusters Score -1796168 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1796498.750000 Penalty: 4934.625977
	Iteration 11Q: 3 clusters Score -1796499 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1796767.375000 Penalty: 4934.625977
	Iteration 12Q: 3 clusters Score -1796767 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1797011.000000 Penalty: 4934.625977
	Iteration 13Q: 3 clusters Score -1797011 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1797236.750000 Penalty: 4934.625977
	Iteration 14Q: 3 clusters Score -1797237 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1797378.000000 Penalty: 4934.625977
	Iteration 15Q: 3 clusters Score -1797378 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1797458.000000 Penalty: 4934.625977
	Iteration 16Q: 3 clusters Score -1797458 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1797522.750000 Penalty: 4934.625977
	Iteration 17Q: 3 clusters Score -1797523 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1797571.000000 Penalty: 4934.625977
	Iteration 18Q: 3 clusters Score -1797571 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1797601.375000 Penalty: 4934.625977
	Iteration 19Q: 3 clusters Score -1797601 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1797628.250000 Penalty: 4934.625977
	Iteration 20F: 3 clusters Score -1797628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -1797659.500000 Penalty: 4934.625977
	Iteration 21Q: 3 clusters Score -1797660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1797683.625000 Penalty: 4934.625977
	Iteration 22Q: 3 clusters Score -1797684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1797688.875000 Penalty: 4934.625977
	Iteration 23Q: 3 clusters Score -1797689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1797696.125000 Penalty: 4934.625977
	Iteration 24Q: 3 clusters Score -1797696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -1797710.375000 Penalty: 4934.625977
	Iteration 25Q: 3 clusters Score -1797710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1797714.750000 Penalty: 4934.625977
	Iteration 26Q: 3 clusters Score -1797715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1797723.875000 Penalty: 4934.625977
	Iteration 27Q: 3 clusters Score -1797724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1797731.125000 Penalty: 4934.625977
	Iteration 28Q: 3 clusters Score -1797731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1797728.375000 Penalty: 4934.625977
	Iteration 29Q: 3 clusters Score -1797728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1797734.750000 Penalty: 4934.625977
	Iteration 30Q: 3 clusters Score -1797735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1797731.125000 Penalty: 4934.625977
	Iteration 31Q: 3 clusters Score -1797731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1797730.625000 Penalty: 4934.625977
	Iteration 32Q: 3 clusters Score -1797731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1797731.875000 Penalty: 4934.625977
	Iteration 33Q: 3 clusters Score -1797732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1797737.125000 Penalty: 4934.625977
	Iteration 34Q: 3 clusters Score -1797737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1797735.125000 Penalty: 4934.625977
	Iteration 35Q: 3 clusters Score -1797735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1797734.875000 Penalty: 4934.625977
	Iteration 36Q: 3 clusters Score -1797735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1797734.875000 Penalty: 4934.625977
	Iteration 37F: 3 clusters Score -1797735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (74906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Entering Unmasked Estep 
Score: -6623611.000000 Penalty: 2783.549316
	Iteration 0F: 2 clusters Score -6623611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -6573143.000000 Penalty: 5567.098633
	Iteration 0F: 3 clusters Score -6573143 nChanged 35153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -6593284.000000 Penalty: 5567.098633
	Iteration 1F: 3 clusters Score -6593284 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -6593874.000000 Penalty: 5567.098633
	Iteration 2Q: 3 clusters Score -6593874 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -6594547.500000 Penalty: 5567.098633
	Iteration 3Q: 3 clusters Score -6594548 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -6595171.500000 Penalty: 5567.098633
	Iteration 4Q: 3 clusters Score -6595172 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -6596020.500000 Penalty: 5567.098633
	Iteration 5Q: 3 clusters Score -6596020 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -6597100.500000 Penalty: 5567.098633
	Iteration 6Q: 3 clusters Score -6597100 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -6598827.500000 Penalty: 5567.098633
	Iteration 7Q: 3 clusters Score -6598828 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -6601578.500000 Penalty: 5567.098633
	Iteration 8F: 3 clusters Score -6601578 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -6605556.000000 Penalty: 5567.098633
	Iteration 9F: 3 clusters Score -6605556 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -6610223.000000 Penalty: 5567.098633
	Iteration 10F: 3 clusters Score -6610223 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -6613890.000000 Penalty: 5567.098633
	Iteration 11F: 3 clusters Score -6613890 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -6616320.500000 Penalty: 5567.098633
	Iteration 12F: 3 clusters Score -6616320 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -6618168.000000 Penalty: 5567.098633
	Iteration 13Q: 3 clusters Score -6618168 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -6619768.000000 Penalty: 5567.098633
	Iteration 14Q: 3 clusters Score -6619768 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -6621248.500000 Penalty: 5567.098633
	Iteration 15Q: 3 clusters Score -6621248 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -6622384.000000 Penalty: 5567.098633
	Iteration 16Q: 3 clusters Score -6622384 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -6623289.000000 Penalty: 5567.098633
	Iteration 17Q: 3 clusters Score -6623289 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -6623862.500000 Penalty: 5567.098633
	Iteration 18Q: 3 clusters Score -6623862 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -6624269.500000 Penalty: 5567.098633
	Iteration 19Q: 3 clusters Score -6624270 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -6624586.000000 Penalty: 5567.098633
	Iteration 20F: 3 clusters Score -6624586 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6624881.000000 Penalty: 5567.098633
	Iteration 21Q: 3 clusters Score -6624881 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -6625002.000000 Penalty: 5567.098633
	Iteration 22Q: 3 clusters Score -6625002 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -6625093.000000 Penalty: 5567.098633
	Iteration 23Q: 3 clusters Score -6625093 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6625177.500000 Penalty: 5567.098633
	Iteration 24Q: 3 clusters Score -6625178 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6625237.500000 Penalty: 5567.098633
	Iteration 25Q: 3 clusters Score -6625238 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -6625266.500000 Penalty: 5567.098633
	Iteration 26Q: 3 clusters Score -6625266 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -6625321.500000 Penalty: 5567.098633
	Iteration 27Q: 3 clusters Score -6625322 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -6625339.500000 Penalty: 5567.098633
	Iteration 28Q: 3 clusters Score -6625340 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -6625366.500000 Penalty: 5567.098633
	Iteration 29Q: 3 clusters Score -6625366 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -6625387.500000 Penalty: 5567.098633
	Iteration 30Q: 3 clusters Score -6625388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -6625404.000000 Penalty: 5567.098633
	Iteration 31Q: 3 clusters Score -6625404 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -6625434.000000 Penalty: 5567.098633
	Iteration 32Q: 3 clusters Score -6625434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -6625449.000000 Penalty: 5567.098633
	Iteration 33Q: 3 clusters Score -6625449 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6625477.500000 Penalty: 5567.098633
	Iteration 34Q: 3 clusters Score -6625478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6625485.000000 Penalty: 5567.098633
	Iteration 35Q: 3 clusters Score -6625485 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -6625489.500000 Penalty: 5567.098633
	Iteration 36Q: 3 clusters Score -6625490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6625489.000000 Penalty: 5567.098633
	Iteration 37Q: 3 clusters Score -6625489 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -6625481.500000 Penalty: 5567.098633
	Iteration 38Q: 3 clusters Score -6625482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -6625472.500000 Penalty: 5567.098633
	Iteration 39Q: 3 clusters Score -6625472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -6625468.500000 Penalty: 5567.098633
	Iteration 40F: 3 clusters Score -6625468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -6625470.500000 Penalty: 5567.098633
	Iteration 41Q: 3 clusters Score -6625470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -6625470.500000 Penalty: 5567.098633
	Iteration 42Q: 3 clusters Score -6625470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -6625466.500000 Penalty: 5567.098633
	Iteration 43Q: 3 clusters Score -6625466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -6625470.000000 Penalty: 5567.098633
	Iteration 44Q: 3 clusters Score -6625470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -6625482.500000 Penalty: 5567.098633
	Iteration 45Q: 3 clusters Score -6625482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6625482.000000 Penalty: 5567.098633
	Iteration 46Q: 3 clusters Score -6625482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6625489.000000 Penalty: 5567.098633
	Iteration 47Q: 3 clusters Score -6625489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -6625492.000000 Penalty: 5567.098633
	Iteration 48Q: 3 clusters Score -6625492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -6625501.000000 Penalty: 5567.098633
	Iteration 49Q: 3 clusters Score -6625501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -6625505.500000 Penalty: 5567.098633
	Iteration 50Q: 3 clusters Score -6625506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -6625498.500000 Penalty: 5567.098633
	Iteration 51Q: 3 clusters Score -6625498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -6625490.000000 Penalty: 5567.098633
	Iteration 52Q: 3 clusters Score -6625490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -6625499.000000 Penalty: 5567.098633
	Iteration 53Q: 3 clusters Score -6625499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -6625493.500000 Penalty: 5567.098633
	Iteration 54Q: 3 clusters Score -6625494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -6625511.000000 Penalty: 5567.098633
	Iteration 55Q: 3 clusters Score -6625511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -6625529.500000 Penalty: 5567.098633
	Iteration 56Q: 3 clusters Score -6625530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -6625527.500000 Penalty: 5567.098633
	Iteration 57Q: 3 clusters Score -6625528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -6625525.000000 Penalty: 5567.098633
	Iteration 58Q: 3 clusters Score -6625525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -6625531.000000 Penalty: 5567.098633
	Iteration 59Q: 3 clusters Score -6625531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -6625530.500000 Penalty: 5567.098633
	Iteration 60F: 3 clusters Score -6625530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -6625545.500000 Penalty: 5567.098633
	Iteration 61Q: 3 clusters Score -6625546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -6625534.500000 Penalty: 5567.098633
	Iteration 62Q: 3 clusters Score -6625534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -6625543.500000 Penalty: 5567.098633
	Iteration 63Q: 3 clusters Score -6625544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -6625533.500000 Penalty: 5567.098633
	Iteration 64Q: 3 clusters Score -6625534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -6625545.500000 Penalty: 5567.098633
	Iteration 65Q: 3 clusters Score -6625546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -6625542.500000 Penalty: 5567.098633
	Iteration 66Q: 3 clusters Score -6625542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -6625538.500000 Penalty: 5567.098633
	Iteration 67Q: 3 clusters Score -6625538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -6625536.000000 Penalty: 5567.098633
	Iteration 68Q: 3 clusters Score -6625536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -6625532.500000 Penalty: 5567.098633
	Iteration 69Q: 3 clusters Score -6625532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -6625534.000000 Penalty: 5567.098633
	Iteration 70Q: 3 clusters Score -6625534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -6625533.000000 Penalty: 5567.098633
	Iteration 71Q: 3 clusters Score -6625533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -6625529.000000 Penalty: 5567.098633
	Iteration 72Q: 3 clusters Score -6625529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -6625526.500000 Penalty: 5567.098633
	Iteration 73Q: 3 clusters Score -6625526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -6625527.000000 Penalty: 5567.098633
	Iteration 74Q: 3 clusters Score -6625527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -6625531.500000 Penalty: 5567.098633
	Iteration 75Q: 3 clusters Score -6625532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6625528.500000 Penalty: 5567.098633
	Iteration 76Q: 3 clusters Score -6625528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -6625530.000000 Penalty: 5567.098633
	Iteration 77Q: 3 clusters Score -6625530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -6625525.000000 Penalty: 5567.098633
	Iteration 78Q: 3 clusters Score -6625525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -6625529.000000 Penalty: 5567.098633
	Iteration 79Q: 3 clusters Score -6625529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -6625528.500000 Penalty: 5567.098633
	Iteration 80F: 3 clusters Score -6625528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -6625529.500000 Penalty: 5567.098633
	Iteration 81Q: 3 clusters Score -6625530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -6625529.500000 Penalty: 5567.098633
	Iteration 82Q: 3 clusters Score -6625530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6625525.500000 Penalty: 5567.098633
	Iteration 83Q: 3 clusters Score -6625526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -6625528.500000 Penalty: 5567.098633
	Iteration 84Q: 3 clusters Score -6625528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -6625540.500000 Penalty: 5567.098633
	Iteration 85Q: 3 clusters Score -6625540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -6625535.500000 Penalty: 5567.098633
	Iteration 86Q: 3 clusters Score -6625536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -6625532.000000 Penalty: 5567.098633
	Iteration 87Q: 3 clusters Score -6625532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -6625528.000000 Penalty: 5567.098633
	Iteration 88Q: 3 clusters Score -6625528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -6625536.000000 Penalty: 5567.098633
	Iteration 89Q: 3 clusters Score -6625536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -6625539.000000 Penalty: 5567.098633
	Iteration 90Q: 3 clusters Score -6625539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -6625539.000000 Penalty: 5567.098633
	Iteration 91Q: 3 clusters Score -6625539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -6625542.000000 Penalty: 5567.098633
	Iteration 92Q: 3 clusters Score -6625542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -6625538.500000 Penalty: 5567.098633
	Iteration 93Q: 3 clusters Score -6625538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -6625538.500000 Penalty: 5567.098633
	Iteration 94Q: 3 clusters Score -6625538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -6625540.500000 Penalty: 5567.098633
	Iteration 95Q: 3 clusters Score -6625540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -6625539.500000 Penalty: 5567.098633
	Iteration 96Q: 3 clusters Score -6625540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -6625535.000000 Penalty: 5567.098633
	Iteration 97Q: 3 clusters Score -6625535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -6625530.000000 Penalty: 5567.098633
	Iteration 98Q: 3 clusters Score -6625530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 54370 members 
Entering Unmasked Estep 
Score: -6625538.000000 Penalty: 5567.098633
	Iteration 99Q: 3 clusters Score -6625538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -6625538.000000 Penalty: 5567.098633
	Iteration 100F: 3 clusters Score -6625538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -6625538.500000 Penalty: 5567.098633
	Iteration 101Q: 3 clusters Score -6625538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -6625541.500000 Penalty: 5567.098633
	Iteration 102Q: 3 clusters Score -6625542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -6625542.500000 Penalty: 5567.098633
	Iteration 103Q: 3 clusters Score -6625542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -6625538.000000 Penalty: 5567.098633
	Iteration 104Q: 3 clusters Score -6625538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -6625541.500000 Penalty: 5567.098633
	Iteration 105Q: 3 clusters Score -6625542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6625543.500000 Penalty: 5567.098633
	Iteration 106Q: 3 clusters Score -6625544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6625543.500000 Penalty: 5567.098633
	Iteration 107F: 3 clusters Score -6625544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 20524 members 
Mstep: Class 5 contains 416126 members 
Mstep: Class 6 contains 61092 members 
Mstep: Class 7 contains 325728 members 
Mstep: Class 8 contains 25993 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8432 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 102457 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 6479 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 18867 members 
Mstep: Class 24 contains 27878 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 26851 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 10708 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 6744 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 4716 members 
Mstep: Class 38 contains 54382 members 
Entering Unmasked Estep 
Score: -113005536.000000 Penalty: 132890.187500
Splitting cluster 4 changes total score from -113003896.000000 to -113005536.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (416126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416126 members 
Entering Unmasked Estep 
Score: -36743240.000000 Penalty: 3208.808350
	Iteration 0F: 2 clusters Score -3.674324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207477 members 
Mstep: Class 2 contains 208649 members 
Entering Unmasked Estep 
Score: -36462772.000000 Penalty: 6417.616699
	Iteration 0F: 3 clusters Score -3.646277e+07 nChanged 202594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191735 members 
Mstep: Class 2 contains 224391 members 
Entering Unmasked Estep 
Score: -36585740.000000 Penalty: 6417.616699
	Iteration 1F: 3 clusters Score -3.658574e+07 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180753 members 
Mstep: Class 2 contains 235373 members 
Entering Unmasked Estep 
Score: -36591040.000000 Penalty: 6417.616699
	Iteration 2Q: 3 clusters Score -3.659104e+07 nChanged 21047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Mstep: Class 2 contains 252848 members 
Entering Unmasked Estep 
Score: -36601020.000000 Penalty: 6417.616699
	Iteration 3F: 3 clusters Score -3.660102e+07 nChanged 29152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 278660 members 
Entering Unmasked Estep 
Score: -36620392.000000 Penalty: 6417.616699
	Iteration 4F: 3 clusters Score -3.662039e+07 nChanged 35910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 311332 members 
Entering Unmasked Estep 
Score: -36649672.000000 Penalty: 6417.616699
	Iteration 5F: 3 clusters Score -3.664967e+07 nChanged 35805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 344591 members 
Entering Unmasked Estep 
Score: -36680240.000000 Penalty: 6417.616699
	Iteration 6F: 3 clusters Score -3.668024e+07 nChanged 28660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 372023 members 
Entering Unmasked Estep 
Score: -36705048.000000 Penalty: 6417.616699
	Iteration 7F: 3 clusters Score -3.670505e+07 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 390994 members 
Entering Unmasked Estep 
Score: -36721448.000000 Penalty: 6417.616699
	Iteration 8Q: 3 clusters Score -3.672145e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 402671 members 
Entering Unmasked Estep 
Score: -36730664.000000 Penalty: 6417.616699
	Iteration 9Q: 3 clusters Score -3.673066e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 409128 members 
Entering Unmasked Estep 
Score: -36735916.000000 Penalty: 6417.616699
	Iteration 10Q: 3 clusters Score -3.673592e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 412304 members 
Entering Unmasked Estep 
Score: -36738372.000000 Penalty: 6417.616699
	Iteration 11Q: 3 clusters Score -3.673837e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 413712 members 
Entering Unmasked Estep 
Score: -36739416.000000 Penalty: 6417.616699
	Iteration 12Q: 3 clusters Score -3.673942e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 414413 members 
Entering Unmasked Estep 
Score: -36739908.000000 Penalty: 6417.616699
	Iteration 13Q: 3 clusters Score -3.673991e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 414726 members 
Entering Unmasked Estep 
Score: -36740200.000000 Penalty: 6417.616699
	Iteration 14Q: 3 clusters Score -3.67402e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 414900 members 
Entering Unmasked Estep 
Score: -36740280.000000 Penalty: 6417.616699
	Iteration 15Q: 3 clusters Score -3.674028e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 415012 members 
Entering Unmasked Estep 
Score: -36740432.000000 Penalty: 6417.616699
	Iteration 16Q: 3 clusters Score -3.674043e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 415090 members 
Entering Unmasked Estep 
Score: -36740544.000000 Penalty: 6417.616699
	Iteration 17Q: 3 clusters Score -3.674054e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 415134 members 
Entering Unmasked Estep 
Score: -36740584.000000 Penalty: 6417.616699
	Iteration 18Q: 3 clusters Score -3.674058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 415159 members 
Entering Unmasked Estep 
Score: -36740620.000000 Penalty: 6417.616699
	Iteration 19Q: 3 clusters Score -3.674062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 415180 members 
Entering Unmasked Estep 
Score: -36740636.000000 Penalty: 6417.616699
	Iteration 20F: 3 clusters Score -3.674064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 415203 members 
Entering Unmasked Estep 
Score: -36740640.000000 Penalty: 6417.616699
	Iteration 21Q: 3 clusters Score -3.674064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 415219 members 
Entering Unmasked Estep 
Score: -36740696.000000 Penalty: 6417.616699
	Iteration 22Q: 3 clusters Score -3.67407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 415228 members 
Entering Unmasked Estep 
Score: -36740688.000000 Penalty: 6417.616699
	Iteration 23Q: 3 clusters Score -3.674069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 415237 members 
Entering Unmasked Estep 
Score: -36740716.000000 Penalty: 6417.616699
	Iteration 24Q: 3 clusters Score -3.674072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 415238 members 
Entering Unmasked Estep 
Score: -36740740.000000 Penalty: 6417.616699
	Iteration 25Q: 3 clusters Score -3.674074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 415242 members 
Entering Unmasked Estep 
Score: -36740772.000000 Penalty: 6417.616699
	Iteration 26Q: 3 clusters Score -3.674077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 415250 members 
Entering Unmasked Estep 
Score: -36740740.000000 Penalty: 6417.616699
	Iteration 27Q: 3 clusters Score -3.674074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 415257 members 
Entering Unmasked Estep 
Score: -36740744.000000 Penalty: 6417.616699
	Iteration 28Q: 3 clusters Score -3.674074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 415263 members 
Entering Unmasked Estep 
Score: -36740760.000000 Penalty: 6417.616699
	Iteration 29Q: 3 clusters Score -3.674076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 415267 members 
Entering Unmasked Estep 
Score: -36740768.000000 Penalty: 6417.616699
	Iteration 30Q: 3 clusters Score -3.674077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 415271 members 
Entering Unmasked Estep 
Score: -36740780.000000 Penalty: 6417.616699
	Iteration 31Q: 3 clusters Score -3.674078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 415277 members 
Entering Unmasked Estep 
Score: -36740780.000000 Penalty: 6417.616699
	Iteration 32Q: 3 clusters Score -3.674078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 415280 members 
Entering Unmasked Estep 
Score: -36740768.000000 Penalty: 6417.616699
	Iteration 33Q: 3 clusters Score -3.674077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 415283 members 
Entering Unmasked Estep 
Score: -36740784.000000 Penalty: 6417.616699
	Iteration 34Q: 3 clusters Score -3.674078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 415284 members 
Entering Unmasked Estep 
Score: -36740772.000000 Penalty: 6417.616699
	Iteration 35Q: 3 clusters Score -3.674077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 415284 members 
Entering Unmasked Estep 
Score: -36740784.000000 Penalty: 6417.616699
	Iteration 36Q: 3 clusters Score -3.674078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 415283 members 
Entering Unmasked Estep 
Score: -36740764.000000 Penalty: 6417.616699
	Iteration 37Q: 3 clusters Score -3.674076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 415281 members 
Entering Unmasked Estep 
Score: -36740764.000000 Penalty: 6417.616699
	Iteration 38Q: 3 clusters Score -3.674076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 415282 members 
Entering Unmasked Estep 
Score: -36740760.000000 Penalty: 6417.616699
	Iteration 39Q: 3 clusters Score -3.674076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 415282 members 
Entering Unmasked Estep 
Score: -36740760.000000 Penalty: 6417.616699
	Iteration 40F: 3 clusters Score -3.674076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Entering Unmasked Estep 
Score: -5428879.500000 Penalty: 2732.993652
	Iteration 0F: 2 clusters Score -5428880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5387833.500000 Penalty: 5465.987305
	Iteration 0F: 3 clusters Score -5387834 nChanged 28374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -5403463.500000 Penalty: 5465.987305
	Iteration 1F: 3 clusters Score -5403464 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -5404046.000000 Penalty: 5465.987305
	Iteration 2Q: 3 clusters Score -5404046 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -5404612.000000 Penalty: 5465.987305
	Iteration 3Q: 3 clusters Score -5404612 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -5405181.500000 Penalty: 5465.987305
	Iteration 4Q: 3 clusters Score -5405182 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5405782.000000 Penalty: 5465.987305
	Iteration 5Q: 3 clusters Score -5405782 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5406523.500000 Penalty: 5465.987305
	Iteration 6Q: 3 clusters Score -5406524 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -5407570.000000 Penalty: 5465.987305
	Iteration 7Q: 3 clusters Score -5407570 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5409164.500000 Penalty: 5465.987305
	Iteration 8F: 3 clusters Score -5409164 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -5411584.500000 Penalty: 5465.987305
	Iteration 9F: 3 clusters Score -5411584 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -5415110.000000 Penalty: 5465.987305
	Iteration 10F: 3 clusters Score -5415110 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -5419298.000000 Penalty: 5465.987305
	Iteration 11F: 3 clusters Score -5419298 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -5422712.500000 Penalty: 5465.987305
	Iteration 12F: 3 clusters Score -5422712 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5424791.500000 Penalty: 5465.987305
	Iteration 13Q: 3 clusters Score -5424792 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5425763.000000 Penalty: 5465.987305
	Iteration 14Q: 3 clusters Score -5425763 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5426131.500000 Penalty: 5465.987305
	Iteration 15Q: 3 clusters Score -5426132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60732 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5426259.000000 Penalty: 5465.987305
	Iteration 16Q: 3 clusters Score -5426259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5426335.000000 Penalty: 5465.987305
	Iteration 17Q: 3 clusters Score -5426335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5426363.000000 Penalty: 5465.987305
	Iteration 18Q: 3 clusters Score -5426363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5426389.500000 Penalty: 5465.987305
	Iteration 19Q: 3 clusters Score -5426390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60829 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5426407.500000 Penalty: 5465.987305
	Iteration 20F: 3 clusters Score -5426408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5426427.000000 Penalty: 5465.987305
	Iteration 21Q: 3 clusters Score -5426427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5426432.000000 Penalty: 5465.987305
	Iteration 22Q: 3 clusters Score -5426432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5426431.000000 Penalty: 5465.987305
	Iteration 23Q: 3 clusters Score -5426431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5426429.000000 Penalty: 5465.987305
	Iteration 24Q: 3 clusters Score -5426429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5426429.000000 Penalty: 5465.987305
	Iteration 25Q: 3 clusters Score -5426429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5426429.000000 Penalty: 5465.987305
	Iteration 26F: 3 clusters Score -5426429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (325728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325728 members 
Entering Unmasked Estep 
Score: -28771390.000000 Penalty: 3148.066895
	Iteration 0F: 2 clusters Score -2.877139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162471 members 
Mstep: Class 2 contains 163257 members 
Entering Unmasked Estep 
Score: -28553208.000000 Penalty: 6296.133789
	Iteration 0F: 3 clusters Score -2.855321e+07 nChanged 157790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153597 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -28646438.000000 Penalty: 6296.133789
	Iteration 1F: 3 clusters Score -2.864644e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 178384 members 
Entering Unmasked Estep 
Score: -28648802.000000 Penalty: 6296.133789
	Iteration 2Q: 3 clusters Score -2.86488e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137440 members 
Mstep: Class 2 contains 188288 members 
Entering Unmasked Estep 
Score: -28652730.000000 Penalty: 6296.133789
	Iteration 3Q: 3 clusters Score -2.865273e+07 nChanged 16745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122063 members 
Mstep: Class 2 contains 203665 members 
Entering Unmasked Estep 
Score: -28660246.000000 Penalty: 6296.133789
	Iteration 4F: 3 clusters Score -2.866025e+07 nChanged 23182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99829 members 
Mstep: Class 2 contains 225899 members 
Entering Unmasked Estep 
Score: -28675274.000000 Penalty: 6296.133789
	Iteration 5F: 3 clusters Score -2.867527e+07 nChanged 29287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 254588 members 
Entering Unmasked Estep 
Score: -28700218.000000 Penalty: 6296.133789
	Iteration 6F: 3 clusters Score -2.870022e+07 nChanged 29817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 284213 members 
Entering Unmasked Estep 
Score: -28728368.000000 Penalty: 6296.133789
	Iteration 7F: 3 clusters Score -2.872837e+07 nChanged 22174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 306341 members 
Entering Unmasked Estep 
Score: -28750064.000000 Penalty: 6296.133789
	Iteration 8F: 3 clusters Score -2.875006e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 318357 members 
Entering Unmasked Estep 
Score: -28761870.000000 Penalty: 6296.133789
	Iteration 9Q: 3 clusters Score -2.876187e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 323322 members 
Entering Unmasked Estep 
Score: -28766428.000000 Penalty: 6296.133789
	Iteration 10Q: 3 clusters Score -2.876643e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 324931 members 
Entering Unmasked Estep 
Score: -28767844.000000 Penalty: 6296.133789
	Iteration 11Q: 3 clusters Score -2.876784e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 325334 members 
Entering Unmasked Estep 
Score: -28768246.000000 Penalty: 6296.133789
	Iteration 12Q: 3 clusters Score -2.876825e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 325424 members 
Entering Unmasked Estep 
Score: -28768396.000000 Penalty: 6296.133789
	Iteration 13Q: 3 clusters Score -2.87684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 325452 members 
Entering Unmasked Estep 
Score: -28768460.000000 Penalty: 6296.133789
	Iteration 14Q: 3 clusters Score -2.876846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 325468 members 
Entering Unmasked Estep 
Score: -28768546.000000 Penalty: 6296.133789
	Iteration 15Q: 3 clusters Score -2.876855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 325472 members 
Entering Unmasked Estep 
Score: -28768542.000000 Penalty: 6296.133789
	Iteration 16Q: 3 clusters Score -2.876854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 325474 members 
Entering Unmasked Estep 
Score: -28768564.000000 Penalty: 6296.133789
	Iteration 17Q: 3 clusters Score -2.876856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 325476 members 
Entering Unmasked Estep 
Score: -28768576.000000 Penalty: 6296.133789
	Iteration 18Q: 3 clusters Score -2.876858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325477 members 
Entering Unmasked Estep 
Score: -28768588.000000 Penalty: 6296.133789
	Iteration 19Q: 3 clusters Score -2.876859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 325479 members 
Entering Unmasked Estep 
Score: -28768582.000000 Penalty: 6296.133789
	Iteration 20F: 3 clusters Score -2.876858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 325480 members 
Entering Unmasked Estep 
Score: -28768610.000000 Penalty: 6296.133789
	Iteration 21Q: 3 clusters Score -2.876861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 325480 members 
Entering Unmasked Estep 
Score: -28768596.000000 Penalty: 6296.133789
	Iteration 22Q: 3 clusters Score -2.87686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 325481 members 
Entering Unmasked Estep 
Score: -28768602.000000 Penalty: 6296.133789
	Iteration 23Q: 3 clusters Score -2.87686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 325479 members 
Entering Unmasked Estep 
Score: -28768600.000000 Penalty: 6296.133789
	Iteration 24Q: 3 clusters Score -2.87686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325478 members 
Entering Unmasked Estep 
Score: -28768574.000000 Penalty: 6296.133789
	Iteration 25Q: 3 clusters Score -2.876857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325477 members 
Entering Unmasked Estep 
Score: -28768584.000000 Penalty: 6296.133789
	Iteration 26Q: 3 clusters Score -2.876858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325478 members 
Entering Unmasked Estep 
Score: -28768586.000000 Penalty: 6296.133789
	Iteration 27Q: 3 clusters Score -2.876859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325478 members 
Entering Unmasked Estep 
Score: -28768590.000000 Penalty: 6296.133789
	Iteration 28Q: 3 clusters Score -2.876859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 325480 members 
Entering Unmasked Estep 
Score: -28768588.000000 Penalty: 6296.133789
	Iteration 29Q: 3 clusters Score -2.876859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325478 members 
Entering Unmasked Estep 
Score: -28768580.000000 Penalty: 6296.133789
	Iteration 30Q: 3 clusters Score -2.876858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325477 members 
Entering Unmasked Estep 
Score: -28768582.000000 Penalty: 6296.133789
	Iteration 31Q: 3 clusters Score -2.876858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 325477 members 
Entering Unmasked Estep 
Score: -28768582.000000 Penalty: 6296.133789
	Iteration 32F: 3 clusters Score -2.876858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Entering Unmasked Estep 
Score: -2276982.000000 Penalty: 2521.064453
	Iteration 0F: 2 clusters Score -2276982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2258912.000000 Penalty: 5042.128906
	Iteration 0F: 3 clusters Score -2258912 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2265036.750000 Penalty: 5042.128906
	Iteration 1F: 3 clusters Score -2265037 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2265402.250000 Penalty: 5042.128906
	Iteration 2Q: 3 clusters Score -2265402 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2265701.000000 Penalty: 5042.128906
	Iteration 3Q: 3 clusters Score -2265701 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2265952.000000 Penalty: 5042.128906
	Iteration 4Q: 3 clusters Score -2265952 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2266177.750000 Penalty: 5042.128906
	Iteration 5Q: 3 clusters Score -2266178 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2266433.750000 Penalty: 5042.128906
	Iteration 6Q: 3 clusters Score -2266434 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2266697.000000 Penalty: 5042.128906
	Iteration 7Q: 3 clusters Score -2266697 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2267022.750000 Penalty: 5042.128906
	Iteration 8Q: 3 clusters Score -2267023 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2267449.750000 Penalty: 5042.128906
	Iteration 9Q: 3 clusters Score -2267450 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2267975.750000 Penalty: 5042.128906
	Iteration 10Q: 3 clusters Score -2267976 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2268740.500000 Penalty: 5042.128906
	Iteration 11Q: 3 clusters Score -2268740 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2269784.250000 Penalty: 5042.128906
	Iteration 12F: 3 clusters Score -2269784 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2271043.500000 Penalty: 5042.128906
	Iteration 13F: 3 clusters Score -2271044 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2272266.750000 Penalty: 5042.128906
	Iteration 14F: 3 clusters Score -2272267 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2273204.500000 Penalty: 5042.128906
	Iteration 15Q: 3 clusters Score -2273204 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2273884.250000 Penalty: 5042.128906
	Iteration 16Q: 3 clusters Score -2273884 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2274284.250000 Penalty: 5042.128906
	Iteration 17Q: 3 clusters Score -2274284 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2274494.000000 Penalty: 5042.128906
	Iteration 18Q: 3 clusters Score -2274494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2274616.750000 Penalty: 5042.128906
	Iteration 19Q: 3 clusters Score -2274617 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2274682.000000 Penalty: 5042.128906
	Iteration 20F: 3 clusters Score -2274682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2274725.500000 Penalty: 5042.128906
	Iteration 21Q: 3 clusters Score -2274726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2274751.250000 Penalty: 5042.128906
	Iteration 22Q: 3 clusters Score -2274751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2274763.000000 Penalty: 5042.128906
	Iteration 23Q: 3 clusters Score -2274763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2274769.250000 Penalty: 5042.128906
	Iteration 24Q: 3 clusters Score -2274769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2274773.500000 Penalty: 5042.128906
	Iteration 25Q: 3 clusters Score -2274774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2274781.000000 Penalty: 5042.128906
	Iteration 26Q: 3 clusters Score -2274781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2274787.500000 Penalty: 5042.128906
	Iteration 27Q: 3 clusters Score -2274788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2274797.750000 Penalty: 5042.128906
	Iteration 28Q: 3 clusters Score -2274798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2274805.500000 Penalty: 5042.128906
	Iteration 29Q: 3 clusters Score -2274806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2274810.250000 Penalty: 5042.128906
	Iteration 30Q: 3 clusters Score -2274810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2274817.500000 Penalty: 5042.128906
	Iteration 31Q: 3 clusters Score -2274818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2274821.000000 Penalty: 5042.128906
	Iteration 32Q: 3 clusters Score -2274821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2274821.000000 Penalty: 5042.128906
	Iteration 33Q: 3 clusters Score -2274821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2274821.000000 Penalty: 5042.128906
	Iteration 34F: 3 clusters Score -2274821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -456179.062500 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -456179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -451424.968750 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -451425 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -452722.468750 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -452722.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -452978.875000 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -452978.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -453170.750000 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -453170.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -453339.000000 Penalty: 4276.647461
	Iteration 4Q: 3 clusters Score -453339 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -453482.593750 Penalty: 4276.647461
	Iteration 5Q: 3 clusters Score -453482.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -453609.593750 Penalty: 4276.647461
	Iteration 6Q: 3 clusters Score -453609.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -453713.812500 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -453713.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -453802.312500 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -453802.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -453883.281250 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -453883.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -453948.781250 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -453948.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -454018.843750 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -454018.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -454082.281250 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -454082.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -454156.375000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -454156.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -454224.375000 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -454224.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -454283.625000 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -454283.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -454344.468750 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -454344.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -454386.687500 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -454386.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -454423.875000 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -454423.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -454460.687500 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -454460.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -454499.031250 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -454499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -454532.375000 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -454532.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -454560.531250 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -454560.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -454589.250000 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -454589.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -454622.906250 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -454622.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -454643.656250 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -454643.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -454666.625000 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -454666.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -454689.406250 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -454689.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -454701.687500 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -454701.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -454712.531250 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -454712.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -454724.218750 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -454724.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -454730.093750 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -454730.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -454738.125000 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -454738.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -454745.531250 Penalty: 4276.647461
	Iteration 33Q: 3 clusters Score -454745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -454751.906250 Penalty: 4276.647461
	Iteration 34Q: 3 clusters Score -454751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -454756.937500 Penalty: 4276.647461
	Iteration 35Q: 3 clusters Score -454756.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -454761.281250 Penalty: 4276.647461
	Iteration 36Q: 3 clusters Score -454761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -454763.781250 Penalty: 4276.647461
	Iteration 37Q: 3 clusters Score -454763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -454767.812500 Penalty: 4276.647461
	Iteration 38Q: 3 clusters Score -454767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -454772.593750 Penalty: 4276.647461
	Iteration 39Q: 3 clusters Score -454772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -454775.750000 Penalty: 4276.647461
	Iteration 40F: 3 clusters Score -454775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -454781.250000 Penalty: 4276.647461
	Iteration 41Q: 3 clusters Score -454781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -454786.656250 Penalty: 4276.647461
	Iteration 42Q: 3 clusters Score -454786.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -454789.812500 Penalty: 4276.647461
	Iteration 43Q: 3 clusters Score -454789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -454793.500000 Penalty: 4276.647461
	Iteration 44Q: 3 clusters Score -454793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -454796.250000 Penalty: 4276.647461
	Iteration 45Q: 3 clusters Score -454796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -454797.781250 Penalty: 4276.647461
	Iteration 46Q: 3 clusters Score -454797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -454797.375000 Penalty: 4276.647461
	Iteration 47Q: 3 clusters Score -454797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -454798.750000 Penalty: 4276.647461
	Iteration 48Q: 3 clusters Score -454798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -454798.750000 Penalty: 4276.647461
	Iteration 49F: 3 clusters Score -454798.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -740950.000000 Penalty: 2241.867676
	Iteration 0F: 2 clusters Score -740950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -734320.062500 Penalty: 4483.735352
	Iteration 0F: 3 clusters Score -734320.1 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -736108.625000 Penalty: 4483.735352
	Iteration 1F: 3 clusters Score -736108.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -736421.812500 Penalty: 4483.735352
	Iteration 2F: 3 clusters Score -736421.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -736665.625000 Penalty: 4483.735352
	Iteration 3F: 3 clusters Score -736665.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -736886.000000 Penalty: 4483.735352
	Iteration 4Q: 3 clusters Score -736886 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -737096.125000 Penalty: 4483.735352
	Iteration 5Q: 3 clusters Score -737096.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -737299.562500 Penalty: 4483.735352
	Iteration 6Q: 3 clusters Score -737299.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -737512.062500 Penalty: 4483.735352
	Iteration 7Q: 3 clusters Score -737512.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -737733.000000 Penalty: 4483.735352
	Iteration 8Q: 3 clusters Score -737733 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -737952.750000 Penalty: 4483.735352
	Iteration 9Q: 3 clusters Score -737952.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -738193.187500 Penalty: 4483.735352
	Iteration 10Q: 3 clusters Score -738193.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -738422.812500 Penalty: 4483.735352
	Iteration 11Q: 3 clusters Score -738422.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -738626.875000 Penalty: 4483.735352
	Iteration 12Q: 3 clusters Score -738626.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -738790.062500 Penalty: 4483.735352
	Iteration 13Q: 3 clusters Score -738790.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -738895.375000 Penalty: 4483.735352
	Iteration 14Q: 3 clusters Score -738895.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -738989.187500 Penalty: 4483.735352
	Iteration 15Q: 3 clusters Score -738989.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -739065.000000 Penalty: 4483.735352
	Iteration 16Q: 3 clusters Score -739065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -739123.500000 Penalty: 4483.735352
	Iteration 17Q: 3 clusters Score -739123.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -739166.687500 Penalty: 4483.735352
	Iteration 18Q: 3 clusters Score -739166.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -739202.000000 Penalty: 4483.735352
	Iteration 19Q: 3 clusters Score -739202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -739223.625000 Penalty: 4483.735352
	Iteration 20F: 3 clusters Score -739223.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -739239.250000 Penalty: 4483.735352
	Iteration 21Q: 3 clusters Score -739239.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -739248.937500 Penalty: 4483.735352
	Iteration 22Q: 3 clusters Score -739248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -739256.687500 Penalty: 4483.735352
	Iteration 23Q: 3 clusters Score -739256.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -739264.562500 Penalty: 4483.735352
	Iteration 24Q: 3 clusters Score -739264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -739270.250000 Penalty: 4483.735352
	Iteration 25Q: 3 clusters Score -739270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -739275.187500 Penalty: 4483.735352
	Iteration 26Q: 3 clusters Score -739275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -739278.125000 Penalty: 4483.735352
	Iteration 27Q: 3 clusters Score -739278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -739278.500000 Penalty: 4483.735352
	Iteration 28Q: 3 clusters Score -739278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -739279.687500 Penalty: 4483.735352
	Iteration 29Q: 3 clusters Score -739279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -739279.687500 Penalty: 4483.735352
	Iteration 30F: 3 clusters Score -739279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Entering Unmasked Estep 
Score: -655621.125000 Penalty: 2219.313721
	Iteration 0F: 2 clusters Score -655621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -649530.375000 Penalty: 4438.627441
	Iteration 0F: 3 clusters Score -649530.4 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -651347.312500 Penalty: 4438.627441
	Iteration 1F: 3 clusters Score -651347.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -652016.250000 Penalty: 4438.627441
	Iteration 2F: 3 clusters Score -652016.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -652827.812500 Penalty: 4438.627441
	Iteration 3F: 3 clusters Score -652827.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -653513.062500 Penalty: 4438.627441
	Iteration 4F: 3 clusters Score -653513.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -654045.437500 Penalty: 4438.627441
	Iteration 5F: 3 clusters Score -654045.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -654360.812500 Penalty: 4438.627441
	Iteration 6F: 3 clusters Score -654360.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -654564.812500 Penalty: 4438.627441
	Iteration 7Q: 3 clusters Score -654564.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -654679.437500 Penalty: 4438.627441
	Iteration 8Q: 3 clusters Score -654679.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -654751.250000 Penalty: 4438.627441
	Iteration 9Q: 3 clusters Score -654751.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -654806.187500 Penalty: 4438.627441
	Iteration 10Q: 3 clusters Score -654806.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -654845.250000 Penalty: 4438.627441
	Iteration 11Q: 3 clusters Score -654845.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -654873.750000 Penalty: 4438.627441
	Iteration 12Q: 3 clusters Score -654873.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -654893.062500 Penalty: 4438.627441
	Iteration 13Q: 3 clusters Score -654893.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -654913.562500 Penalty: 4438.627441
	Iteration 14Q: 3 clusters Score -654913.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -654934.500000 Penalty: 4438.627441
	Iteration 15Q: 3 clusters Score -654934.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -654948.375000 Penalty: 4438.627441
	Iteration 16Q: 3 clusters Score -654948.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -654958.812500 Penalty: 4438.627441
	Iteration 17Q: 3 clusters Score -654958.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -654969.562500 Penalty: 4438.627441
	Iteration 18Q: 3 clusters Score -654969.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -654976.812500 Penalty: 4438.627441
	Iteration 19Q: 3 clusters Score -654976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -654984.625000 Penalty: 4438.627441
	Iteration 20F: 3 clusters Score -654984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -654990.812500 Penalty: 4438.627441
	Iteration 21Q: 3 clusters Score -654990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -654992.500000 Penalty: 4438.627441
	Iteration 22Q: 3 clusters Score -654992.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -654995.625000 Penalty: 4438.627441
	Iteration 23Q: 3 clusters Score -654995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -654996.062500 Penalty: 4438.627441
	Iteration 24Q: 3 clusters Score -654996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -654997.562500 Penalty: 4438.627441
	Iteration 25Q: 3 clusters Score -654997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -654997.562500 Penalty: 4438.627441
	Iteration 26F: 3 clusters Score -654997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Entering Unmasked Estep 
Score: -1470946.625000 Penalty: 2411.774902
	Iteration 0F: 2 clusters Score -1470947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1458954.250000 Penalty: 4823.549805
	Iteration 0F: 3 clusters Score -1458954 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1462936.875000 Penalty: 4823.549805
	Iteration 1F: 3 clusters Score -1462937 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1463354.000000 Penalty: 4823.549805
	Iteration 2F: 3 clusters Score -1463354 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1463667.875000 Penalty: 4823.549805
	Iteration 3Q: 3 clusters Score -1463668 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1463946.875000 Penalty: 4823.549805
	Iteration 4Q: 3 clusters Score -1463947 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1464201.375000 Penalty: 4823.549805
	Iteration 5Q: 3 clusters Score -1464201 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1464452.625000 Penalty: 4823.549805
	Iteration 6Q: 3 clusters Score -1464453 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1464736.625000 Penalty: 4823.549805
	Iteration 7Q: 3 clusters Score -1464737 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1465059.875000 Penalty: 4823.549805
	Iteration 8Q: 3 clusters Score -1465060 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1465428.250000 Penalty: 4823.549805
	Iteration 9Q: 3 clusters Score -1465428 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1465863.375000 Penalty: 4823.549805
	Iteration 10Q: 3 clusters Score -1465863 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1466338.625000 Penalty: 4823.549805
	Iteration 11Q: 3 clusters Score -1466339 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1466813.875000 Penalty: 4823.549805
	Iteration 12Q: 3 clusters Score -1466814 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1467241.375000 Penalty: 4823.549805
	Iteration 13Q: 3 clusters Score -1467241 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1467546.250000 Penalty: 4823.549805
	Iteration 14Q: 3 clusters Score -1467546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1467822.750000 Penalty: 4823.549805
	Iteration 15Q: 3 clusters Score -1467823 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1468017.000000 Penalty: 4823.549805
	Iteration 16Q: 3 clusters Score -1468017 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1468176.000000 Penalty: 4823.549805
	Iteration 17Q: 3 clusters Score -1468176 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1468321.500000 Penalty: 4823.549805
	Iteration 18Q: 3 clusters Score -1468322 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1468421.875000 Penalty: 4823.549805
	Iteration 19Q: 3 clusters Score -1468422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1468506.250000 Penalty: 4823.549805
	Iteration 20F: 3 clusters Score -1468506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1468571.875000 Penalty: 4823.549805
	Iteration 21Q: 3 clusters Score -1468572 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1468619.125000 Penalty: 4823.549805
	Iteration 22Q: 3 clusters Score -1468619 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1468663.250000 Penalty: 4823.549805
	Iteration 23Q: 3 clusters Score -1468663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1468683.500000 Penalty: 4823.549805
	Iteration 24Q: 3 clusters Score -1468684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1468712.750000 Penalty: 4823.549805
	Iteration 25Q: 3 clusters Score -1468713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1468733.875000 Penalty: 4823.549805
	Iteration 26Q: 3 clusters Score -1468734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1468758.625000 Penalty: 4823.549805
	Iteration 27Q: 3 clusters Score -1468759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1468770.250000 Penalty: 4823.549805
	Iteration 28Q: 3 clusters Score -1468770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1468786.375000 Penalty: 4823.549805
	Iteration 29Q: 3 clusters Score -1468786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1468796.750000 Penalty: 4823.549805
	Iteration 30Q: 3 clusters Score -1468797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1468807.250000 Penalty: 4823.549805
	Iteration 31Q: 3 clusters Score -1468807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1468817.875000 Penalty: 4823.549805
	Iteration 32Q: 3 clusters Score -1468818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1468824.250000 Penalty: 4823.549805
	Iteration 33Q: 3 clusters Score -1468824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1468827.250000 Penalty: 4823.549805
	Iteration 34Q: 3 clusters Score -1468827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -1468837.250000 Penalty: 4823.549805
	Iteration 35Q: 3 clusters Score -1468837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1468845.750000 Penalty: 4823.549805
	Iteration 36Q: 3 clusters Score -1468846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1468852.000000 Penalty: 4823.549805
	Iteration 37Q: 3 clusters Score -1468852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1468866.000000 Penalty: 4823.549805
	Iteration 38Q: 3 clusters Score -1468866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1468879.125000 Penalty: 4823.549805
	Iteration 39Q: 3 clusters Score -1468879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1468887.875000 Penalty: 4823.549805
	Iteration 40F: 3 clusters Score -1468888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1468893.750000 Penalty: 4823.549805
	Iteration 41Q: 3 clusters Score -1468894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -1468898.250000 Penalty: 4823.549805
	Iteration 42Q: 3 clusters Score -1468898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1468901.875000 Penalty: 4823.549805
	Iteration 43Q: 3 clusters Score -1468902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1468906.375000 Penalty: 4823.549805
	Iteration 44Q: 3 clusters Score -1468906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1468907.875000 Penalty: 4823.549805
	Iteration 45Q: 3 clusters Score -1468908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1468914.500000 Penalty: 4823.549805
	Iteration 46Q: 3 clusters Score -1468914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1468916.500000 Penalty: 4823.549805
	Iteration 47Q: 3 clusters Score -1468916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1468920.250000 Penalty: 4823.549805
	Iteration 48Q: 3 clusters Score -1468920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1468921.750000 Penalty: 4823.549805
	Iteration 49Q: 3 clusters Score -1468922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1468922.250000 Penalty: 4823.549805
	Iteration 50Q: 3 clusters Score -1468922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1468922.625000 Penalty: 4823.549805
	Iteration 51Q: 3 clusters Score -1468923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1468924.750000 Penalty: 4823.549805
	Iteration 52Q: 3 clusters Score -1468925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1468924.750000 Penalty: 4823.549805
	Iteration 53F: 3 clusters Score -1468925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Entering Unmasked Estep 
Score: -1402779.750000 Penalty: 2391.343018
	Iteration 0F: 2 clusters Score -1402780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1391725.625000 Penalty: 4782.686035
	Iteration 0F: 3 clusters Score -1391726 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1395078.250000 Penalty: 4782.686035
	Iteration 1F: 3 clusters Score -1395078 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1395400.750000 Penalty: 4782.686035
	Iteration 2F: 3 clusters Score -1395401 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1395640.000000 Penalty: 4782.686035
	Iteration 3Q: 3 clusters Score -1395640 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1395802.500000 Penalty: 4782.686035
	Iteration 4Q: 3 clusters Score -1395802 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1395943.875000 Penalty: 4782.686035
	Iteration 5Q: 3 clusters Score -1395944 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1396085.000000 Penalty: 4782.686035
	Iteration 6Q: 3 clusters Score -1396085 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1396211.375000 Penalty: 4782.686035
	Iteration 7Q: 3 clusters Score -1396211 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1396331.750000 Penalty: 4782.686035
	Iteration 8Q: 3 clusters Score -1396332 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1396468.500000 Penalty: 4782.686035
	Iteration 9Q: 3 clusters Score -1396468 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1396617.250000 Penalty: 4782.686035
	Iteration 10Q: 3 clusters Score -1396617 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1396804.625000 Penalty: 4782.686035
	Iteration 11Q: 3 clusters Score -1396805 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1397044.875000 Penalty: 4782.686035
	Iteration 12Q: 3 clusters Score -1397045 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1397323.000000 Penalty: 4782.686035
	Iteration 13Q: 3 clusters Score -1397323 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1397674.375000 Penalty: 4782.686035
	Iteration 14Q: 3 clusters Score -1397674 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1398100.000000 Penalty: 4782.686035
	Iteration 15Q: 3 clusters Score -1398100 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1398557.750000 Penalty: 4782.686035
	Iteration 16Q: 3 clusters Score -1398558 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1398997.375000 Penalty: 4782.686035
	Iteration 17Q: 3 clusters Score -1398997 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1399437.500000 Penalty: 4782.686035
	Iteration 18Q: 3 clusters Score -1399438 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1399818.500000 Penalty: 4782.686035
	Iteration 19Q: 3 clusters Score -1399818 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1400073.500000 Penalty: 4782.686035
	Iteration 20F: 3 clusters Score -1400074 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1400280.125000 Penalty: 4782.686035
	Iteration 21Q: 3 clusters Score -1400280 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1400401.750000 Penalty: 4782.686035
	Iteration 22Q: 3 clusters Score -1400402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1400482.875000 Penalty: 4782.686035
	Iteration 23Q: 3 clusters Score -1400483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1400539.250000 Penalty: 4782.686035
	Iteration 24Q: 3 clusters Score -1400539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1400580.875000 Penalty: 4782.686035
	Iteration 25Q: 3 clusters Score -1400581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1400612.875000 Penalty: 4782.686035
	Iteration 26Q: 3 clusters Score -1400613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1400642.750000 Penalty: 4782.686035
	Iteration 27Q: 3 clusters Score -1400643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1400660.500000 Penalty: 4782.686035
	Iteration 28Q: 3 clusters Score -1400660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1400671.625000 Penalty: 4782.686035
	Iteration 29Q: 3 clusters Score -1400672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1400674.500000 Penalty: 4782.686035
	Iteration 30Q: 3 clusters Score -1400674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1400677.125000 Penalty: 4782.686035
	Iteration 31Q: 3 clusters Score -1400677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1400677.750000 Penalty: 4782.686035
	Iteration 32Q: 3 clusters Score -1400678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1400682.500000 Penalty: 4782.686035
	Iteration 33Q: 3 clusters Score -1400682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1400684.625000 Penalty: 4782.686035
	Iteration 34Q: 3 clusters Score -1400685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1400688.625000 Penalty: 4782.686035
	Iteration 35Q: 3 clusters Score -1400689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1400693.500000 Penalty: 4782.686035
	Iteration 36Q: 3 clusters Score -1400694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1400692.625000 Penalty: 4782.686035
	Iteration 37Q: 3 clusters Score -1400693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1400691.750000 Penalty: 4782.686035
	Iteration 38Q: 3 clusters Score -1400692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1400695.125000 Penalty: 4782.686035
	Iteration 39Q: 3 clusters Score -1400695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1400695.625000 Penalty: 4782.686035
	Iteration 40F: 3 clusters Score -1400696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1400698.125000 Penalty: 4782.686035
	Iteration 41Q: 3 clusters Score -1400698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1400698.125000 Penalty: 4782.686035
	Iteration 42F: 3 clusters Score -1400698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -72428.039062 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -72428.04 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 449 members 
Entering Unmasked Estep 
Score: -70580.359375 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -70580.36 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70939.992188 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -70939.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71094.421875 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -71094.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71214.187500 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -71214.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -71371.945312 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -71371.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -71580.679688 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -71580.68 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71800.828125 Penalty: 3376.735596
	Iteration 6F: 3 clusters Score -71800.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -71997.906250 Penalty: 3376.735596
	Iteration 7F: 3 clusters Score -71997.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72091.367188 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -72091.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72122.890625 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -72122.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -72159.867188 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -72159.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -72206.898438 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -72206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72246.351562 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -72246.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -72258.976562 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -72258.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -72260.273438 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -72260.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72262.148438 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -72262.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72262.148438 Penalty: 3376.735596
	Iteration 16F: 3 clusters Score -72262.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Entering Unmasked Estep 
Score: -963131.062500 Penalty: 2312.645996
	Iteration 0F: 2 clusters Score -963131.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -954621.062500 Penalty: 4625.291992
	Iteration 0F: 3 clusters Score -954621.1 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -957218.562500 Penalty: 4625.291992
	Iteration 1F: 3 clusters Score -957218.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -957676.937500 Penalty: 4625.291992
	Iteration 2F: 3 clusters Score -957676.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -958142.437500 Penalty: 4625.291992
	Iteration 3F: 3 clusters Score -958142.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -958605.250000 Penalty: 4625.291992
	Iteration 4F: 3 clusters Score -958605.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -959073.937500 Penalty: 4625.291992
	Iteration 5F: 3 clusters Score -959073.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -959587.500000 Penalty: 4625.291992
	Iteration 6F: 3 clusters Score -959587.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -960101.812500 Penalty: 4625.291992
	Iteration 7F: 3 clusters Score -960101.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -960681.312500 Penalty: 4625.291992
	Iteration 8F: 3 clusters Score -960681.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -961324.875000 Penalty: 4625.291992
	Iteration 9F: 3 clusters Score -961324.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -961852.000000 Penalty: 4625.291992
	Iteration 10F: 3 clusters Score -961852 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -962229.875000 Penalty: 4625.291992
	Iteration 11Q: 3 clusters Score -962229.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -962457.750000 Penalty: 4625.291992
	Iteration 12Q: 3 clusters Score -962457.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -962544.750000 Penalty: 4625.291992
	Iteration 13Q: 3 clusters Score -962544.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -962591.500000 Penalty: 4625.291992
	Iteration 14Q: 3 clusters Score -962591.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -962624.125000 Penalty: 4625.291992
	Iteration 15Q: 3 clusters Score -962624.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -962649.875000 Penalty: 4625.291992
	Iteration 16Q: 3 clusters Score -962649.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -962664.562500 Penalty: 4625.291992
	Iteration 17Q: 3 clusters Score -962664.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -962673.250000 Penalty: 4625.291992
	Iteration 18Q: 3 clusters Score -962673.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -962682.437500 Penalty: 4625.291992
	Iteration 19Q: 3 clusters Score -962682.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -962693.000000 Penalty: 4625.291992
	Iteration 20F: 3 clusters Score -962693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -962699.562500 Penalty: 4625.291992
	Iteration 21Q: 3 clusters Score -962699.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -962707.875000 Penalty: 4625.291992
	Iteration 22Q: 3 clusters Score -962707.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -962715.250000 Penalty: 4625.291992
	Iteration 23Q: 3 clusters Score -962715.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -962718.937500 Penalty: 4625.291992
	Iteration 24Q: 3 clusters Score -962718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -962722.312500 Penalty: 4625.291992
	Iteration 25Q: 3 clusters Score -962722.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -962722.875000 Penalty: 4625.291992
	Iteration 26Q: 3 clusters Score -962722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -962722.250000 Penalty: 4625.291992
	Iteration 27Q: 3 clusters Score -962722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -962724.750000 Penalty: 4625.291992
	Iteration 28Q: 3 clusters Score -962724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -962724.750000 Penalty: 4625.291992
	Iteration 29Q: 3 clusters Score -962724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -962723.562500 Penalty: 4625.291992
	Iteration 30Q: 3 clusters Score -962723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -962726.812500 Penalty: 4625.291992
	Iteration 31Q: 3 clusters Score -962726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -962726.625000 Penalty: 4625.291992
	Iteration 32Q: 3 clusters Score -962726.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -962726.625000 Penalty: 4625.291992
	Iteration 33F: 3 clusters Score -962726.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Entering Unmasked Estep 
Score: -1865323.375000 Penalty: 2496.860107
	Iteration 0F: 2 clusters Score -1865323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1849037.750000 Penalty: 4993.720215
	Iteration 0F: 3 clusters Score -1849038 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1855226.875000 Penalty: 4993.720215
	Iteration 1F: 3 clusters Score -1855227 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1856328.250000 Penalty: 4993.720215
	Iteration 2F: 3 clusters Score -1856328 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1857529.000000 Penalty: 4993.720215
	Iteration 3F: 3 clusters Score -1857529 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1858820.750000 Penalty: 4993.720215
	Iteration 4F: 3 clusters Score -1858821 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1860216.250000 Penalty: 4993.720215
	Iteration 5F: 3 clusters Score -1860216 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1861556.000000 Penalty: 4993.720215
	Iteration 6F: 3 clusters Score -1861556 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1862566.500000 Penalty: 4993.720215
	Iteration 7F: 3 clusters Score -1862566 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1863240.000000 Penalty: 4993.720215
	Iteration 8Q: 3 clusters Score -1863240 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1863633.000000 Penalty: 4993.720215
	Iteration 9Q: 3 clusters Score -1863633 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1863840.500000 Penalty: 4993.720215
	Iteration 10Q: 3 clusters Score -1863840 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1863926.125000 Penalty: 4993.720215
	Iteration 11Q: 3 clusters Score -1863926 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1863976.000000 Penalty: 4993.720215
	Iteration 12Q: 3 clusters Score -1863976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1864000.250000 Penalty: 4993.720215
	Iteration 13Q: 3 clusters Score -1864000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1864017.250000 Penalty: 4993.720215
	Iteration 14Q: 3 clusters Score -1864017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1864028.875000 Penalty: 4993.720215
	Iteration 15Q: 3 clusters Score -1864029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1864033.250000 Penalty: 4993.720215
	Iteration 16Q: 3 clusters Score -1864033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1864044.750000 Penalty: 4993.720215
	Iteration 17Q: 3 clusters Score -1864045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1864048.625000 Penalty: 4993.720215
	Iteration 18Q: 3 clusters Score -1864049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1864051.125000 Penalty: 4993.720215
	Iteration 19Q: 3 clusters Score -1864051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1864051.625000 Penalty: 4993.720215
	Iteration 20F: 3 clusters Score -1864052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1864054.500000 Penalty: 4993.720215
	Iteration 21Q: 3 clusters Score -1864054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1864051.000000 Penalty: 4993.720215
	Iteration 22Q: 3 clusters Score -1864051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1864056.750000 Penalty: 4993.720215
	Iteration 23Q: 3 clusters Score -1864057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1864054.000000 Penalty: 4993.720215
	Iteration 24Q: 3 clusters Score -1864054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1864052.250000 Penalty: 4993.720215
	Iteration 25Q: 3 clusters Score -1864052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1864055.750000 Penalty: 4993.720215
	Iteration 26Q: 3 clusters Score -1864056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1864057.625000 Penalty: 4993.720215
	Iteration 27Q: 3 clusters Score -1864058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1864056.500000 Penalty: 4993.720215
	Iteration 28Q: 3 clusters Score -1864056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1864059.000000 Penalty: 4993.720215
	Iteration 29Q: 3 clusters Score -1864059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1864054.625000 Penalty: 4993.720215
	Iteration 30Q: 3 clusters Score -1864055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1864056.250000 Penalty: 4993.720215
	Iteration 31Q: 3 clusters Score -1864056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1864059.125000 Penalty: 4993.720215
	Iteration 32Q: 3 clusters Score -1864059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1864060.375000 Penalty: 4993.720215
	Iteration 33Q: 3 clusters Score -1864060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1864057.875000 Penalty: 4993.720215
	Iteration 34Q: 3 clusters Score -1864058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1864058.250000 Penalty: 4993.720215
	Iteration 35Q: 3 clusters Score -1864058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1864056.000000 Penalty: 4993.720215
	Iteration 36Q: 3 clusters Score -1864056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1864056.000000 Penalty: 4993.720215
	Iteration 37F: 3 clusters Score -1864056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102457 members 
Entering Unmasked Estep 
Score: -8992945.000000 Penalty: 2861.225098
	Iteration 0F: 2 clusters Score -8992945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -8924187.000000 Penalty: 5722.450195
	Iteration 0F: 3 clusters Score -8924187 nChanged 48629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -8952257.000000 Penalty: 5722.450195
	Iteration 1F: 3 clusters Score -8952257 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -8953012.000000 Penalty: 5722.450195
	Iteration 2Q: 3 clusters Score -8953012 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -8954005.000000 Penalty: 5722.450195
	Iteration 3Q: 3 clusters Score -8954005 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -8955121.000000 Penalty: 5722.450195
	Iteration 4Q: 3 clusters Score -8955121 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -8956504.000000 Penalty: 5722.450195
	Iteration 5Q: 3 clusters Score -8956504 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -8958344.000000 Penalty: 5722.450195
	Iteration 6Q: 3 clusters Score -8958344 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8960793.000000 Penalty: 5722.450195
	Iteration 7Q: 3 clusters Score -8960793 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8964151.000000 Penalty: 5722.450195
	Iteration 8F: 3 clusters Score -8964151 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -8968157.000000 Penalty: 5722.450195
	Iteration 9F: 3 clusters Score -8968157 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -8971765.000000 Penalty: 5722.450195
	Iteration 10F: 3 clusters Score -8971765 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -8974144.000000 Penalty: 5722.450195
	Iteration 11Q: 3 clusters Score -8974144 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65997 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -8975445.000000 Penalty: 5722.450195
	Iteration 12Q: 3 clusters Score -8975445 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -8975981.000000 Penalty: 5722.450195
	Iteration 13Q: 3 clusters Score -8975981 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -8976487.000000 Penalty: 5722.450195
	Iteration 14Q: 3 clusters Score -8976487 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -8976854.000000 Penalty: 5722.450195
	Iteration 15Q: 3 clusters Score -8976854 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -8977303.000000 Penalty: 5722.450195
	Iteration 16Q: 3 clusters Score -8977303 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -8977665.000000 Penalty: 5722.450195
	Iteration 17Q: 3 clusters Score -8977665 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -8978041.000000 Penalty: 5722.450195
	Iteration 18Q: 3 clusters Score -8978041 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -8978438.000000 Penalty: 5722.450195
	Iteration 19Q: 3 clusters Score -8978438 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -8978917.000000 Penalty: 5722.450195
	Iteration 20F: 3 clusters Score -8978917 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8979471.000000 Penalty: 5722.450195
	Iteration 21Q: 3 clusters Score -8979471 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8980141.000000 Penalty: 5722.450195
	Iteration 22Q: 3 clusters Score -8980141 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -8980776.000000 Penalty: 5722.450195
	Iteration 23Q: 3 clusters Score -8980776 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85289 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -8981550.000000 Penalty: 5722.450195
	Iteration 24Q: 3 clusters Score -8981550 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -8982302.000000 Penalty: 5722.450195
	Iteration 25Q: 3 clusters Score -8982302 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -8983102.000000 Penalty: 5722.450195
	Iteration 26Q: 3 clusters Score -8983102 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -8983964.000000 Penalty: 5722.450195
	Iteration 27Q: 3 clusters Score -8983964 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -8984934.000000 Penalty: 5722.450195
	Iteration 28Q: 3 clusters Score -8984934 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -8985891.000000 Penalty: 5722.450195
	Iteration 29Q: 3 clusters Score -8985891 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -8986853.000000 Penalty: 5722.450195
	Iteration 30Q: 3 clusters Score -8986853 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8987849.000000 Penalty: 5722.450195
	Iteration 31Q: 3 clusters Score -8987849 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8988599.000000 Penalty: 5722.450195
	Iteration 32Q: 3 clusters Score -8988599 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8989136.000000 Penalty: 5722.450195
	Iteration 33Q: 3 clusters Score -8989136 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8989594.000000 Penalty: 5722.450195
	Iteration 34Q: 3 clusters Score -8989594 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8989886.000000 Penalty: 5722.450195
	Iteration 35Q: 3 clusters Score -8989886 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8990148.000000 Penalty: 5722.450195
	Iteration 36Q: 3 clusters Score -8990148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8990313.000000 Penalty: 5722.450195
	Iteration 37Q: 3 clusters Score -8990313 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8990385.000000 Penalty: 5722.450195
	Iteration 38Q: 3 clusters Score -8990385 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8990444.000000 Penalty: 5722.450195
	Iteration 39Q: 3 clusters Score -8990444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8990458.000000 Penalty: 5722.450195
	Iteration 40F: 3 clusters Score -8990458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8990479.000000 Penalty: 5722.450195
	Iteration 41Q: 3 clusters Score -8990479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8990525.000000 Penalty: 5722.450195
	Iteration 42Q: 3 clusters Score -8990525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8990537.000000 Penalty: 5722.450195
	Iteration 43Q: 3 clusters Score -8990537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8990558.000000 Penalty: 5722.450195
	Iteration 44Q: 3 clusters Score -8990558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8990567.000000 Penalty: 5722.450195
	Iteration 45Q: 3 clusters Score -8990567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8990604.000000 Penalty: 5722.450195
	Iteration 46Q: 3 clusters Score -8990604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8990606.000000 Penalty: 5722.450195
	Iteration 47Q: 3 clusters Score -8990606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8990616.000000 Penalty: 5722.450195
	Iteration 48Q: 3 clusters Score -8990616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101783 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8990613.000000 Penalty: 5722.450195
	Iteration 49Q: 3 clusters Score -8990613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8990623.000000 Penalty: 5722.450195
	Iteration 50Q: 3 clusters Score -8990623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8990629.000000 Penalty: 5722.450195
	Iteration 51Q: 3 clusters Score -8990629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8990621.000000 Penalty: 5722.450195
	Iteration 52Q: 3 clusters Score -8990621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8990623.000000 Penalty: 5722.450195
	Iteration 53Q: 3 clusters Score -8990623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8990629.000000 Penalty: 5722.450195
	Iteration 54Q: 3 clusters Score -8990629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8990636.000000 Penalty: 5722.450195
	Iteration 55Q: 3 clusters Score -8990636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8990636.000000 Penalty: 5722.450195
	Iteration 56F: 3 clusters Score -8990636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -272502.000000 Penalty: 2059.882568
	Iteration 0F: 2 clusters Score -272502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -268638.625000 Penalty: 4119.765137
	Iteration 0F: 3 clusters Score -268638.6 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -269799.281250 Penalty: 4119.765137
	Iteration 1F: 3 clusters Score -269799.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -270300.625000 Penalty: 4119.765137
	Iteration 2F: 3 clusters Score -270300.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -270760.062500 Penalty: 4119.765137
	Iteration 3F: 3 clusters Score -270760.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -271133.031250 Penalty: 4119.765137
	Iteration 4F: 3 clusters Score -271133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -271399.875000 Penalty: 4119.765137
	Iteration 5F: 3 clusters Score -271399.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -271592.093750 Penalty: 4119.765137
	Iteration 6Q: 3 clusters Score -271592.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -271697.781250 Penalty: 4119.765137
	Iteration 7Q: 3 clusters Score -271697.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -271761.375000 Penalty: 4119.765137
	Iteration 8Q: 3 clusters Score -271761.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -271809.062500 Penalty: 4119.765137
	Iteration 9Q: 3 clusters Score -271809.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -271848.750000 Penalty: 4119.765137
	Iteration 10Q: 3 clusters Score -271848.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -271871.000000 Penalty: 4119.765137
	Iteration 11Q: 3 clusters Score -271871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -271892.000000 Penalty: 4119.765137
	Iteration 12Q: 3 clusters Score -271892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -271901.718750 Penalty: 4119.765137
	Iteration 13Q: 3 clusters Score -271901.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -271910.125000 Penalty: 4119.765137
	Iteration 14Q: 3 clusters Score -271910.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -271923.375000 Penalty: 4119.765137
	Iteration 15Q: 3 clusters Score -271923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -271931.000000 Penalty: 4119.765137
	Iteration 16Q: 3 clusters Score -271931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -271936.906250 Penalty: 4119.765137
	Iteration 17Q: 3 clusters Score -271936.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -271940.375000 Penalty: 4119.765137
	Iteration 18Q: 3 clusters Score -271940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -271943.625000 Penalty: 4119.765137
	Iteration 19Q: 3 clusters Score -271943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -271948.031250 Penalty: 4119.765137
	Iteration 20F: 3 clusters Score -271948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -271951.750000 Penalty: 4119.765137
	Iteration 21Q: 3 clusters Score -271951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -271955.281250 Penalty: 4119.765137
	Iteration 22Q: 3 clusters Score -271955.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -271957.656250 Penalty: 4119.765137
	Iteration 23Q: 3 clusters Score -271957.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -271958.843750 Penalty: 4119.765137
	Iteration 24Q: 3 clusters Score -271958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -271959.375000 Penalty: 4119.765137
	Iteration 25Q: 3 clusters Score -271959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -271959.843750 Penalty: 4119.765137
	Iteration 26Q: 3 clusters Score -271959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -271960.718750 Penalty: 4119.765137
	Iteration 27Q: 3 clusters Score -271960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -271960.781250 Penalty: 4119.765137
	Iteration 28Q: 3 clusters Score -271960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -271960.781250 Penalty: 4119.765137
	Iteration 29F: 3 clusters Score -271960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Entering Unmasked Estep 
Score: -1734395.000000 Penalty: 2467.123291
	Iteration 0F: 2 clusters Score -1734395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1719614.625000 Penalty: 4934.246582
	Iteration 0F: 3 clusters Score -1719615 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1724572.875000 Penalty: 4934.246582
	Iteration 1F: 3 clusters Score -1724573 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1725001.500000 Penalty: 4934.246582
	Iteration 2F: 3 clusters Score -1725002 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1725429.000000 Penalty: 4934.246582
	Iteration 3Q: 3 clusters Score -1725429 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1725875.875000 Penalty: 4934.246582
	Iteration 4Q: 3 clusters Score -1725876 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1726390.500000 Penalty: 4934.246582
	Iteration 5Q: 3 clusters Score -1726390 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1727037.000000 Penalty: 4934.246582
	Iteration 6F: 3 clusters Score -1727037 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1727777.250000 Penalty: 4934.246582
	Iteration 7F: 3 clusters Score -1727777 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1728612.000000 Penalty: 4934.246582
	Iteration 8F: 3 clusters Score -1728612 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1729464.500000 Penalty: 4934.246582
	Iteration 9F: 3 clusters Score -1729464 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -1730209.750000 Penalty: 4934.246582
	Iteration 10Q: 3 clusters Score -1730210 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1730819.875000 Penalty: 4934.246582
	Iteration 11Q: 3 clusters Score -1730820 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -1731303.000000 Penalty: 4934.246582
	Iteration 12Q: 3 clusters Score -1731303 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1731669.125000 Penalty: 4934.246582
	Iteration 13Q: 3 clusters Score -1731669 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1731948.250000 Penalty: 4934.246582
	Iteration 14Q: 3 clusters Score -1731948 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1732172.375000 Penalty: 4934.246582
	Iteration 15Q: 3 clusters Score -1732172 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -1732336.125000 Penalty: 4934.246582
	Iteration 16Q: 3 clusters Score -1732336 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -1732489.250000 Penalty: 4934.246582
	Iteration 17Q: 3 clusters Score -1732489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -1732586.750000 Penalty: 4934.246582
	Iteration 18Q: 3 clusters Score -1732587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -1732660.250000 Penalty: 4934.246582
	Iteration 19Q: 3 clusters Score -1732660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -1732724.000000 Penalty: 4934.246582
	Iteration 20F: 3 clusters Score -1732724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1732753.375000 Penalty: 4934.246582
	Iteration 21Q: 3 clusters Score -1732753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1732779.000000 Penalty: 4934.246582
	Iteration 22Q: 3 clusters Score -1732779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1732805.375000 Penalty: 4934.246582
	Iteration 23Q: 3 clusters Score -1732805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1732812.500000 Penalty: 4934.246582
	Iteration 24Q: 3 clusters Score -1732812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -1732819.375000 Penalty: 4934.246582
	Iteration 25Q: 3 clusters Score -1732819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1732830.750000 Penalty: 4934.246582
	Iteration 26Q: 3 clusters Score -1732831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1732836.750000 Penalty: 4934.246582
	Iteration 27Q: 3 clusters Score -1732837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -1732838.375000 Penalty: 4934.246582
	Iteration 28Q: 3 clusters Score -1732838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1732842.000000 Penalty: 4934.246582
	Iteration 29Q: 3 clusters Score -1732842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1732845.000000 Penalty: 4934.246582
	Iteration 30Q: 3 clusters Score -1732845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1732847.375000 Penalty: 4934.246582
	Iteration 31Q: 3 clusters Score -1732847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1732849.000000 Penalty: 4934.246582
	Iteration 32Q: 3 clusters Score -1732849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1732847.500000 Penalty: 4934.246582
	Iteration 33Q: 3 clusters Score -1732848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1732849.625000 Penalty: 4934.246582
	Iteration 34Q: 3 clusters Score -1732850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1732847.875000 Penalty: 4934.246582
	Iteration 35Q: 3 clusters Score -1732848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1732849.875000 Penalty: 4934.246582
	Iteration 36Q: 3 clusters Score -1732850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1732849.000000 Penalty: 4934.246582
	Iteration 37Q: 3 clusters Score -1732849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1732849.375000 Penalty: 4934.246582
	Iteration 38Q: 3 clusters Score -1732849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1732848.250000 Penalty: 4934.246582
	Iteration 39Q: 3 clusters Score -1732848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1732852.000000 Penalty: 4934.246582
	Iteration 40F: 3 clusters Score -1732852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -1732851.250000 Penalty: 4934.246582
	Iteration 41Q: 3 clusters Score -1732851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1732851.125000 Penalty: 4934.246582
	Iteration 42Q: 3 clusters Score -1732851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1732851.125000 Penalty: 4934.246582
	Iteration 43F: 3 clusters Score -1732851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Entering Unmasked Estep 
Score: -721103.250000 Penalty: 2247.681396
	Iteration 0F: 2 clusters Score -721103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -714306.687500 Penalty: 4495.362793
	Iteration 0F: 3 clusters Score -714306.7 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -716250.125000 Penalty: 4495.362793
	Iteration 1F: 3 clusters Score -716250.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -716673.062500 Penalty: 4495.362793
	Iteration 2F: 3 clusters Score -716673.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -717052.687500 Penalty: 4495.362793
	Iteration 3F: 3 clusters Score -717052.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -717435.687500 Penalty: 4495.362793
	Iteration 4F: 3 clusters Score -717435.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -717825.062500 Penalty: 4495.362793
	Iteration 5F: 3 clusters Score -717825.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -718160.562500 Penalty: 4495.362793
	Iteration 6F: 3 clusters Score -718160.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -718458.000000 Penalty: 4495.362793
	Iteration 7Q: 3 clusters Score -718458 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -718689.500000 Penalty: 4495.362793
	Iteration 8Q: 3 clusters Score -718689.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -718861.812500 Penalty: 4495.362793
	Iteration 9Q: 3 clusters Score -718861.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -719006.687500 Penalty: 4495.362793
	Iteration 10Q: 3 clusters Score -719006.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -719146.875000 Penalty: 4495.362793
	Iteration 11Q: 3 clusters Score -719146.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -719244.562500 Penalty: 4495.362793
	Iteration 12Q: 3 clusters Score -719244.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -719318.125000 Penalty: 4495.362793
	Iteration 13Q: 3 clusters Score -719318.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -719378.750000 Penalty: 4495.362793
	Iteration 14Q: 3 clusters Score -719378.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -719441.062500 Penalty: 4495.362793
	Iteration 15Q: 3 clusters Score -719441.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -719484.312500 Penalty: 4495.362793
	Iteration 16Q: 3 clusters Score -719484.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -719517.250000 Penalty: 4495.362793
	Iteration 17Q: 3 clusters Score -719517.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -719539.000000 Penalty: 4495.362793
	Iteration 18Q: 3 clusters Score -719539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -719554.625000 Penalty: 4495.362793
	Iteration 19Q: 3 clusters Score -719554.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -719572.625000 Penalty: 4495.362793
	Iteration 20F: 3 clusters Score -719572.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -719585.375000 Penalty: 4495.362793
	Iteration 21Q: 3 clusters Score -719585.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -719591.375000 Penalty: 4495.362793
	Iteration 22Q: 3 clusters Score -719591.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -719596.875000 Penalty: 4495.362793
	Iteration 23Q: 3 clusters Score -719596.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -719599.937500 Penalty: 4495.362793
	Iteration 24Q: 3 clusters Score -719599.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -719600.687500 Penalty: 4495.362793
	Iteration 25Q: 3 clusters Score -719600.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -719605.687500 Penalty: 4495.362793
	Iteration 26Q: 3 clusters Score -719605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -719606.187500 Penalty: 4495.362793
	Iteration 27Q: 3 clusters Score -719606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -719609.937500 Penalty: 4495.362793
	Iteration 28Q: 3 clusters Score -719609.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -719612.687500 Penalty: 4495.362793
	Iteration 29Q: 3 clusters Score -719612.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -719617.562500 Penalty: 4495.362793
	Iteration 30Q: 3 clusters Score -719617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -719617.437500 Penalty: 4495.362793
	Iteration 31Q: 3 clusters Score -719617.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -719622.875000 Penalty: 4495.362793
	Iteration 32Q: 3 clusters Score -719622.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -719624.437500 Penalty: 4495.362793
	Iteration 33Q: 3 clusters Score -719624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -719626.937500 Penalty: 4495.362793
	Iteration 34Q: 3 clusters Score -719626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -719630.250000 Penalty: 4495.362793
	Iteration 35Q: 3 clusters Score -719630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -719630.312500 Penalty: 4495.362793
	Iteration 36Q: 3 clusters Score -719630.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -719637.500000 Penalty: 4495.362793
	Iteration 37Q: 3 clusters Score -719637.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -719645.625000 Penalty: 4495.362793
	Iteration 38Q: 3 clusters Score -719645.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -719649.187500 Penalty: 4495.362793
	Iteration 39Q: 3 clusters Score -719649.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -719652.437500 Penalty: 4495.362793
	Iteration 40F: 3 clusters Score -719652.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -719656.750000 Penalty: 4495.362793
	Iteration 41Q: 3 clusters Score -719656.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -719659.000000 Penalty: 4495.362793
	Iteration 42Q: 3 clusters Score -719659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -719666.875000 Penalty: 4495.362793
	Iteration 43Q: 3 clusters Score -719666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -719668.125000 Penalty: 4495.362793
	Iteration 44Q: 3 clusters Score -719668.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -719673.500000 Penalty: 4495.362793
	Iteration 45Q: 3 clusters Score -719673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -719675.750000 Penalty: 4495.362793
	Iteration 46Q: 3 clusters Score -719675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -719679.437500 Penalty: 4495.362793
	Iteration 47Q: 3 clusters Score -719679.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -719682.062500 Penalty: 4495.362793
	Iteration 48Q: 3 clusters Score -719682.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -719688.500000 Penalty: 4495.362793
	Iteration 49Q: 3 clusters Score -719688.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -719690.062500 Penalty: 4495.362793
	Iteration 50Q: 3 clusters Score -719690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -719693.937500 Penalty: 4495.362793
	Iteration 51Q: 3 clusters Score -719693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -719696.250000 Penalty: 4495.362793
	Iteration 52Q: 3 clusters Score -719696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -719697.562500 Penalty: 4495.362793
	Iteration 53Q: 3 clusters Score -719697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -719701.000000 Penalty: 4495.362793
	Iteration 54Q: 3 clusters Score -719701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -719702.000000 Penalty: 4495.362793
	Iteration 55Q: 3 clusters Score -719702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -719704.500000 Penalty: 4495.362793
	Iteration 56Q: 3 clusters Score -719704.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -719706.062500 Penalty: 4495.362793
	Iteration 57Q: 3 clusters Score -719706.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -719708.062500 Penalty: 4495.362793
	Iteration 58Q: 3 clusters Score -719708.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -719710.562500 Penalty: 4495.362793
	Iteration 59Q: 3 clusters Score -719710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -719711.625000 Penalty: 4495.362793
	Iteration 60F: 3 clusters Score -719711.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -719714.500000 Penalty: 4495.362793
	Iteration 61Q: 3 clusters Score -719714.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -719715.312500 Penalty: 4495.362793
	Iteration 62Q: 3 clusters Score -719715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -719718.750000 Penalty: 4495.362793
	Iteration 63Q: 3 clusters Score -719718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -719721.312500 Penalty: 4495.362793
	Iteration 64Q: 3 clusters Score -719721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -719722.687500 Penalty: 4495.362793
	Iteration 65Q: 3 clusters Score -719722.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -719722.562500 Penalty: 4495.362793
	Iteration 66Q: 3 clusters Score -719722.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -719725.375000 Penalty: 4495.362793
	Iteration 67Q: 3 clusters Score -719725.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -719730.562500 Penalty: 4495.362793
	Iteration 68Q: 3 clusters Score -719730.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -719731.812500 Penalty: 4495.362793
	Iteration 69Q: 3 clusters Score -719731.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -719732.125000 Penalty: 4495.362793
	Iteration 70Q: 3 clusters Score -719732.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -719737.187500 Penalty: 4495.362793
	Iteration 71Q: 3 clusters Score -719737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -719735.812500 Penalty: 4495.362793
	Iteration 72Q: 3 clusters Score -719735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -719740.250000 Penalty: 4495.362793
	Iteration 73Q: 3 clusters Score -719740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -719742.062500 Penalty: 4495.362793
	Iteration 74Q: 3 clusters Score -719742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -719742.687500 Penalty: 4495.362793
	Iteration 75Q: 3 clusters Score -719742.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -719744.187500 Penalty: 4495.362793
	Iteration 76Q: 3 clusters Score -719744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -719747.125000 Penalty: 4495.362793
	Iteration 77Q: 3 clusters Score -719747.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -719752.062500 Penalty: 4495.362793
	Iteration 78Q: 3 clusters Score -719752.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -719757.125000 Penalty: 4495.362793
	Iteration 79Q: 3 clusters Score -719757.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -719760.687500 Penalty: 4495.362793
	Iteration 80F: 3 clusters Score -719760.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -719772.312500 Penalty: 4495.362793
	Iteration 81Q: 3 clusters Score -719772.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -719784.625000 Penalty: 4495.362793
	Iteration 82Q: 3 clusters Score -719784.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -719795.937500 Penalty: 4495.362793
	Iteration 83Q: 3 clusters Score -719795.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -719803.812500 Penalty: 4495.362793
	Iteration 84Q: 3 clusters Score -719803.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -719816.562500 Penalty: 4495.362793
	Iteration 85Q: 3 clusters Score -719816.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -719822.687500 Penalty: 4495.362793
	Iteration 86Q: 3 clusters Score -719822.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -719832.625000 Penalty: 4495.362793
	Iteration 87Q: 3 clusters Score -719832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -719834.500000 Penalty: 4495.362793
	Iteration 88Q: 3 clusters Score -719834.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -719842.500000 Penalty: 4495.362793
	Iteration 89Q: 3 clusters Score -719842.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -719850.437500 Penalty: 4495.362793
	Iteration 90Q: 3 clusters Score -719850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -719859.437500 Penalty: 4495.362793
	Iteration 91Q: 3 clusters Score -719859.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -719862.875000 Penalty: 4495.362793
	Iteration 92Q: 3 clusters Score -719862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -719865.437500 Penalty: 4495.362793
	Iteration 93Q: 3 clusters Score -719865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -719868.625000 Penalty: 4495.362793
	Iteration 94Q: 3 clusters Score -719868.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -719868.437500 Penalty: 4495.362793
	Iteration 95Q: 3 clusters Score -719868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -719871.562500 Penalty: 4495.362793
	Iteration 96Q: 3 clusters Score -719871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -719873.125000 Penalty: 4495.362793
	Iteration 97Q: 3 clusters Score -719873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -719874.750000 Penalty: 4495.362793
	Iteration 98Q: 3 clusters Score -719874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -719874.437500 Penalty: 4495.362793
	Iteration 99Q: 3 clusters Score -719874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -719876.937500 Penalty: 4495.362793
	Iteration 100F: 3 clusters Score -719876.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -719879.062500 Penalty: 4495.362793
	Iteration 101Q: 3 clusters Score -719879.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -719880.562500 Penalty: 4495.362793
	Iteration 102Q: 3 clusters Score -719880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -719878.312500 Penalty: 4495.362793
	Iteration 103Q: 3 clusters Score -719878.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -719881.000000 Penalty: 4495.362793
	Iteration 104Q: 3 clusters Score -719881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -719881.625000 Penalty: 4495.362793
	Iteration 105Q: 3 clusters Score -719881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -719880.812500 Penalty: 4495.362793
	Iteration 106Q: 3 clusters Score -719880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -719882.687500 Penalty: 4495.362793
	Iteration 107Q: 3 clusters Score -719882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -719884.562500 Penalty: 4495.362793
	Iteration 108Q: 3 clusters Score -719884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -719885.500000 Penalty: 4495.362793
	Iteration 109Q: 3 clusters Score -719885.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -719886.062500 Penalty: 4495.362793
	Iteration 110Q: 3 clusters Score -719886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -719886.312500 Penalty: 4495.362793
	Iteration 111Q: 3 clusters Score -719886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -719889.437500 Penalty: 4495.362793
	Iteration 112Q: 3 clusters Score -719889.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -719890.750000 Penalty: 4495.362793
	Iteration 113Q: 3 clusters Score -719890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -719891.437500 Penalty: 4495.362793
	Iteration 114Q: 3 clusters Score -719891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -719894.500000 Penalty: 4495.362793
	Iteration 115Q: 3 clusters Score -719894.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -719892.375000 Penalty: 4495.362793
	Iteration 116Q: 3 clusters Score -719892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -719894.187500 Penalty: 4495.362793
	Iteration 117Q: 3 clusters Score -719894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -719894.187500 Penalty: 4495.362793
	Iteration 118F: 3 clusters Score -719894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Entering Unmasked Estep 
Score: -523066.437500 Penalty: 2176.527832
	Iteration 0F: 2 clusters Score -523066.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -517598.781250 Penalty: 4353.055664
	Iteration 0F: 3 clusters Score -517598.8 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -519121.281250 Penalty: 4353.055664
	Iteration 1F: 3 clusters Score -519121.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -519497.437500 Penalty: 4353.055664
	Iteration 2F: 3 clusters Score -519497.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -519838.156250 Penalty: 4353.055664
	Iteration 3F: 3 clusters Score -519838.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -520210.625000 Penalty: 4353.055664
	Iteration 4F: 3 clusters Score -520210.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -520552.906250 Penalty: 4353.055664
	Iteration 5F: 3 clusters Score -520552.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -520869.781250 Penalty: 4353.055664
	Iteration 6F: 3 clusters Score -520869.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -521178.531250 Penalty: 4353.055664
	Iteration 7F: 3 clusters Score -521178.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -521443.218750 Penalty: 4353.055664
	Iteration 8Q: 3 clusters Score -521443.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -521726.343750 Penalty: 4353.055664
	Iteration 9Q: 3 clusters Score -521726.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -522015.937500 Penalty: 4353.055664
	Iteration 10Q: 3 clusters Score -522015.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -522270.375000 Penalty: 4353.055664
	Iteration 11Q: 3 clusters Score -522270.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -522446.750000 Penalty: 4353.055664
	Iteration 12Q: 3 clusters Score -522446.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -522568.500000 Penalty: 4353.055664
	Iteration 13Q: 3 clusters Score -522568.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -522632.000000 Penalty: 4353.055664
	Iteration 14Q: 3 clusters Score -522632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -522667.937500 Penalty: 4353.055664
	Iteration 15Q: 3 clusters Score -522667.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -522691.718750 Penalty: 4353.055664
	Iteration 16Q: 3 clusters Score -522691.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -522711.062500 Penalty: 4353.055664
	Iteration 17Q: 3 clusters Score -522711.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -522723.937500 Penalty: 4353.055664
	Iteration 18Q: 3 clusters Score -522723.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -522736.937500 Penalty: 4353.055664
	Iteration 19Q: 3 clusters Score -522736.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -522748.656250 Penalty: 4353.055664
	Iteration 20F: 3 clusters Score -522748.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -522756.187500 Penalty: 4353.055664
	Iteration 21Q: 3 clusters Score -522756.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -522761.156250 Penalty: 4353.055664
	Iteration 22Q: 3 clusters Score -522761.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -522766.062500 Penalty: 4353.055664
	Iteration 23Q: 3 clusters Score -522766.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -522772.625000 Penalty: 4353.055664
	Iteration 24Q: 3 clusters Score -522772.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -522776.781250 Penalty: 4353.055664
	Iteration 25Q: 3 clusters Score -522776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -522781.000000 Penalty: 4353.055664
	Iteration 26Q: 3 clusters Score -522781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -522782.718750 Penalty: 4353.055664
	Iteration 27Q: 3 clusters Score -522782.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -522785.281250 Penalty: 4353.055664
	Iteration 28Q: 3 clusters Score -522785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -522786.656250 Penalty: 4353.055664
	Iteration 29Q: 3 clusters Score -522786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -522787.406250 Penalty: 4353.055664
	Iteration 30Q: 3 clusters Score -522787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -522788.000000 Penalty: 4353.055664
	Iteration 31Q: 3 clusters Score -522788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -522788.906250 Penalty: 4353.055664
	Iteration 32Q: 3 clusters Score -522788.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -522788.906250 Penalty: 4353.055664
	Iteration 33F: 3 clusters Score -522788.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -498077.312500 Penalty: 2158.675293
	Iteration 0F: 2 clusters Score -498077.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -492949.468750 Penalty: 4317.350586
	Iteration 0F: 3 clusters Score -492949.5 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -494265.875000 Penalty: 4317.350586
	Iteration 1F: 3 clusters Score -494265.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -494543.000000 Penalty: 4317.350586
	Iteration 2F: 3 clusters Score -494543 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -494746.718750 Penalty: 4317.350586
	Iteration 3F: 3 clusters Score -494746.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -494954.312500 Penalty: 4317.350586
	Iteration 4Q: 3 clusters Score -494954.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -495128.468750 Penalty: 4317.350586
	Iteration 5Q: 3 clusters Score -495128.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -495263.250000 Penalty: 4317.350586
	Iteration 6Q: 3 clusters Score -495263.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -495357.937500 Penalty: 4317.350586
	Iteration 7Q: 3 clusters Score -495357.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -495458.343750 Penalty: 4317.350586
	Iteration 8Q: 3 clusters Score -495458.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -495545.250000 Penalty: 4317.350586
	Iteration 9Q: 3 clusters Score -495545.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -495632.000000 Penalty: 4317.350586
	Iteration 10Q: 3 clusters Score -495632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -495709.625000 Penalty: 4317.350586
	Iteration 11Q: 3 clusters Score -495709.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -495779.937500 Penalty: 4317.350586
	Iteration 12Q: 3 clusters Score -495779.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -495855.437500 Penalty: 4317.350586
	Iteration 13Q: 3 clusters Score -495855.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -495925.375000 Penalty: 4317.350586
	Iteration 14Q: 3 clusters Score -495925.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -495997.718750 Penalty: 4317.350586
	Iteration 15Q: 3 clusters Score -495997.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -496052.937500 Penalty: 4317.350586
	Iteration 16Q: 3 clusters Score -496052.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -496097.250000 Penalty: 4317.350586
	Iteration 17Q: 3 clusters Score -496097.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -496139.000000 Penalty: 4317.350586
	Iteration 18Q: 3 clusters Score -496139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -496186.625000 Penalty: 4317.350586
	Iteration 19Q: 3 clusters Score -496186.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -496230.750000 Penalty: 4317.350586
	Iteration 20F: 3 clusters Score -496230.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -496271.593750 Penalty: 4317.350586
	Iteration 21Q: 3 clusters Score -496271.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -496314.062500 Penalty: 4317.350586
	Iteration 22Q: 3 clusters Score -496314.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -496359.125000 Penalty: 4317.350586
	Iteration 23Q: 3 clusters Score -496359.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -496408.093750 Penalty: 4317.350586
	Iteration 24Q: 3 clusters Score -496408.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -496456.093750 Penalty: 4317.350586
	Iteration 25Q: 3 clusters Score -496456.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -496497.062500 Penalty: 4317.350586
	Iteration 26Q: 3 clusters Score -496497.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -496524.250000 Penalty: 4317.350586
	Iteration 27Q: 3 clusters Score -496524.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -496543.906250 Penalty: 4317.350586
	Iteration 28Q: 3 clusters Score -496543.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -496560.375000 Penalty: 4317.350586
	Iteration 29Q: 3 clusters Score -496560.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -496581.000000 Penalty: 4317.350586
	Iteration 30Q: 3 clusters Score -496581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -496600.718750 Penalty: 4317.350586
	Iteration 31Q: 3 clusters Score -496600.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -496620.375000 Penalty: 4317.350586
	Iteration 32Q: 3 clusters Score -496620.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -496654.281250 Penalty: 4317.350586
	Iteration 33Q: 3 clusters Score -496654.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -496694.468750 Penalty: 4317.350586
	Iteration 34Q: 3 clusters Score -496694.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -496730.156250 Penalty: 4317.350586
	Iteration 35Q: 3 clusters Score -496730.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -496760.218750 Penalty: 4317.350586
	Iteration 36Q: 3 clusters Score -496760.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -496776.781250 Penalty: 4317.350586
	Iteration 37Q: 3 clusters Score -496776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -496786.875000 Penalty: 4317.350586
	Iteration 38Q: 3 clusters Score -496786.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -496792.125000 Penalty: 4317.350586
	Iteration 39Q: 3 clusters Score -496792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -496795.406250 Penalty: 4317.350586
	Iteration 40F: 3 clusters Score -496795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -496800.281250 Penalty: 4317.350586
	Iteration 41Q: 3 clusters Score -496800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -496805.500000 Penalty: 4317.350586
	Iteration 42Q: 3 clusters Score -496805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -496811.875000 Penalty: 4317.350586
	Iteration 43Q: 3 clusters Score -496811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -496814.593750 Penalty: 4317.350586
	Iteration 44Q: 3 clusters Score -496814.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -496814.656250 Penalty: 4317.350586
	Iteration 45Q: 3 clusters Score -496814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -496815.968750 Penalty: 4317.350586
	Iteration 46Q: 3 clusters Score -496816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -496816.687500 Penalty: 4317.350586
	Iteration 47Q: 3 clusters Score -496816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -496816.687500 Penalty: 4317.350586
	Iteration 48F: 3 clusters Score -496816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Entering Unmasked Estep 
Score: -1634624.125000 Penalty: 2441.602051
	Iteration 0F: 2 clusters Score -1634624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1621368.750000 Penalty: 4883.204102
	Iteration 0F: 3 clusters Score -1621369 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1625727.500000 Penalty: 4883.204102
	Iteration 1F: 3 clusters Score -1625728 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1626149.500000 Penalty: 4883.204102
	Iteration 2F: 3 clusters Score -1626150 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1626549.000000 Penalty: 4883.204102
	Iteration 3Q: 3 clusters Score -1626549 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1626917.875000 Penalty: 4883.204102
	Iteration 4Q: 3 clusters Score -1626918 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1627299.125000 Penalty: 4883.204102
	Iteration 5Q: 3 clusters Score -1627299 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1627702.250000 Penalty: 4883.204102
	Iteration 6Q: 3 clusters Score -1627702 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1628210.000000 Penalty: 4883.204102
	Iteration 7F: 3 clusters Score -1628210 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1628769.625000 Penalty: 4883.204102
	Iteration 8F: 3 clusters Score -1628770 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1629331.750000 Penalty: 4883.204102
	Iteration 9F: 3 clusters Score -1629332 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1629845.875000 Penalty: 4883.204102
	Iteration 10Q: 3 clusters Score -1629846 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1630287.625000 Penalty: 4883.204102
	Iteration 11Q: 3 clusters Score -1630288 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1630639.250000 Penalty: 4883.204102
	Iteration 12Q: 3 clusters Score -1630639 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1630984.375000 Penalty: 4883.204102
	Iteration 13Q: 3 clusters Score -1630984 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1631288.750000 Penalty: 4883.204102
	Iteration 14Q: 3 clusters Score -1631289 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1631543.875000 Penalty: 4883.204102
	Iteration 15Q: 3 clusters Score -1631544 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1631761.250000 Penalty: 4883.204102
	Iteration 16Q: 3 clusters Score -1631761 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1631963.125000 Penalty: 4883.204102
	Iteration 17Q: 3 clusters Score -1631963 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1632129.250000 Penalty: 4883.204102
	Iteration 18Q: 3 clusters Score -1632129 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1632255.250000 Penalty: 4883.204102
	Iteration 19Q: 3 clusters Score -1632255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1632362.625000 Penalty: 4883.204102
	Iteration 20F: 3 clusters Score -1632363 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1632464.250000 Penalty: 4883.204102
	Iteration 21Q: 3 clusters Score -1632464 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1632537.000000 Penalty: 4883.204102
	Iteration 22Q: 3 clusters Score -1632537 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1632596.125000 Penalty: 4883.204102
	Iteration 23Q: 3 clusters Score -1632596 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1632643.750000 Penalty: 4883.204102
	Iteration 24Q: 3 clusters Score -1632644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1632680.125000 Penalty: 4883.204102
	Iteration 25Q: 3 clusters Score -1632680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1632722.625000 Penalty: 4883.204102
	Iteration 26Q: 3 clusters Score -1632723 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1632761.750000 Penalty: 4883.204102
	Iteration 27Q: 3 clusters Score -1632762 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1632792.000000 Penalty: 4883.204102
	Iteration 28Q: 3 clusters Score -1632792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1632823.750000 Penalty: 4883.204102
	Iteration 29Q: 3 clusters Score -1632824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1632855.875000 Penalty: 4883.204102
	Iteration 30Q: 3 clusters Score -1632856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1632879.375000 Penalty: 4883.204102
	Iteration 31Q: 3 clusters Score -1632879 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1632915.750000 Penalty: 4883.204102
	Iteration 32Q: 3 clusters Score -1632916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1632934.250000 Penalty: 4883.204102
	Iteration 33Q: 3 clusters Score -1632934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1632954.250000 Penalty: 4883.204102
	Iteration 34Q: 3 clusters Score -1632954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1632979.000000 Penalty: 4883.204102
	Iteration 35Q: 3 clusters Score -1632979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1633013.250000 Penalty: 4883.204102
	Iteration 36Q: 3 clusters Score -1633013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1633035.750000 Penalty: 4883.204102
	Iteration 37Q: 3 clusters Score -1633036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1633046.250000 Penalty: 4883.204102
	Iteration 38Q: 3 clusters Score -1633046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1633053.750000 Penalty: 4883.204102
	Iteration 39Q: 3 clusters Score -1633054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1633057.250000 Penalty: 4883.204102
	Iteration 40F: 3 clusters Score -1633057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1633059.875000 Penalty: 4883.204102
	Iteration 41Q: 3 clusters Score -1633060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1633062.500000 Penalty: 4883.204102
	Iteration 42Q: 3 clusters Score -1633062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1633068.875000 Penalty: 4883.204102
	Iteration 43Q: 3 clusters Score -1633069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1633071.500000 Penalty: 4883.204102
	Iteration 44Q: 3 clusters Score -1633072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1633076.250000 Penalty: 4883.204102
	Iteration 45Q: 3 clusters Score -1633076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1633077.375000 Penalty: 4883.204102
	Iteration 46Q: 3 clusters Score -1633077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1633076.250000 Penalty: 4883.204102
	Iteration 47Q: 3 clusters Score -1633076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1633084.250000 Penalty: 4883.204102
	Iteration 48Q: 3 clusters Score -1633084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1633083.125000 Penalty: 4883.204102
	Iteration 49Q: 3 clusters Score -1633083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1633083.625000 Penalty: 4883.204102
	Iteration 50Q: 3 clusters Score -1633084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1633083.375000 Penalty: 4883.204102
	Iteration 51Q: 3 clusters Score -1633083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1633087.375000 Penalty: 4883.204102
	Iteration 52Q: 3 clusters Score -1633087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1633087.125000 Penalty: 4883.204102
	Iteration 53Q: 3 clusters Score -1633087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1633088.500000 Penalty: 4883.204102
	Iteration 54Q: 3 clusters Score -1633088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1633090.000000 Penalty: 4883.204102
	Iteration 55Q: 3 clusters Score -1633090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1633094.625000 Penalty: 4883.204102
	Iteration 56Q: 3 clusters Score -1633095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1633094.000000 Penalty: 4883.204102
	Iteration 57Q: 3 clusters Score -1633094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1633091.125000 Penalty: 4883.204102
	Iteration 58Q: 3 clusters Score -1633091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1633095.500000 Penalty: 4883.204102
	Iteration 59Q: 3 clusters Score -1633096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1633096.375000 Penalty: 4883.204102
	Iteration 60F: 3 clusters Score -1633096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1633093.750000 Penalty: 4883.204102
	Iteration 61Q: 3 clusters Score -1633094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1633094.250000 Penalty: 4883.204102
	Iteration 62Q: 3 clusters Score -1633094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1633097.625000 Penalty: 4883.204102
	Iteration 63Q: 3 clusters Score -1633098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1633096.250000 Penalty: 4883.204102
	Iteration 64Q: 3 clusters Score -1633096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1633097.750000 Penalty: 4883.204102
	Iteration 65Q: 3 clusters Score -1633098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1633098.500000 Penalty: 4883.204102
	Iteration 66Q: 3 clusters Score -1633098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1633100.625000 Penalty: 4883.204102
	Iteration 67Q: 3 clusters Score -1633101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1633102.625000 Penalty: 4883.204102
	Iteration 68Q: 3 clusters Score -1633103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1633102.000000 Penalty: 4883.204102
	Iteration 69Q: 3 clusters Score -1633102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1633100.750000 Penalty: 4883.204102
	Iteration 70Q: 3 clusters Score -1633101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1633103.625000 Penalty: 4883.204102
	Iteration 71Q: 3 clusters Score -1633104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1633104.375000 Penalty: 4883.204102
	Iteration 72Q: 3 clusters Score -1633104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1633103.750000 Penalty: 4883.204102
	Iteration 73Q: 3 clusters Score -1633104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1633111.500000 Penalty: 4883.204102
	Iteration 74Q: 3 clusters Score -1633112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1633109.500000 Penalty: 4883.204102
	Iteration 75Q: 3 clusters Score -1633110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1633109.500000 Penalty: 4883.204102
	Iteration 76Q: 3 clusters Score -1633110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1633110.250000 Penalty: 4883.204102
	Iteration 77Q: 3 clusters Score -1633110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1633110.250000 Penalty: 4883.204102
	Iteration 78F: 3 clusters Score -1633110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Entering Unmasked Estep 
Score: -2462333.750000 Penalty: 2538.427002
	Iteration 0F: 2 clusters Score -2462334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2443067.750000 Penalty: 5076.854004
	Iteration 0F: 3 clusters Score -2443068 nChanged 12565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2449891.750000 Penalty: 5076.854004
	Iteration 1F: 3 clusters Score -2449892 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2450286.000000 Penalty: 5076.854004
	Iteration 2Q: 3 clusters Score -2450286 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2450604.000000 Penalty: 5076.854004
	Iteration 3Q: 3 clusters Score -2450604 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2450890.500000 Penalty: 5076.854004
	Iteration 4Q: 3 clusters Score -2450890 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2451185.500000 Penalty: 5076.854004
	Iteration 5Q: 3 clusters Score -2451186 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2451475.500000 Penalty: 5076.854004
	Iteration 6Q: 3 clusters Score -2451476 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2451838.250000 Penalty: 5076.854004
	Iteration 7Q: 3 clusters Score -2451838 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2452308.000000 Penalty: 5076.854004
	Iteration 8Q: 3 clusters Score -2452308 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2452813.750000 Penalty: 5076.854004
	Iteration 9Q: 3 clusters Score -2452814 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2453413.000000 Penalty: 5076.854004
	Iteration 10Q: 3 clusters Score -2453413 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2454089.750000 Penalty: 5076.854004
	Iteration 11Q: 3 clusters Score -2454090 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2454764.750000 Penalty: 5076.854004
	Iteration 12Q: 3 clusters Score -2454765 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2455424.750000 Penalty: 5076.854004
	Iteration 13Q: 3 clusters Score -2455425 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2455997.250000 Penalty: 5076.854004
	Iteration 14Q: 3 clusters Score -2455997 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2456487.750000 Penalty: 5076.854004
	Iteration 15Q: 3 clusters Score -2456488 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2456877.250000 Penalty: 5076.854004
	Iteration 16Q: 3 clusters Score -2456877 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2457210.000000 Penalty: 5076.854004
	Iteration 17Q: 3 clusters Score -2457210 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2457550.750000 Penalty: 5076.854004
	Iteration 18Q: 3 clusters Score -2457551 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2457859.750000 Penalty: 5076.854004
	Iteration 19Q: 3 clusters Score -2457860 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2458183.250000 Penalty: 5076.854004
	Iteration 20F: 3 clusters Score -2458183 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2458471.500000 Penalty: 5076.854004
	Iteration 21Q: 3 clusters Score -2458472 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -2458729.250000 Penalty: 5076.854004
	Iteration 22Q: 3 clusters Score -2458729 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2458960.250000 Penalty: 5076.854004
	Iteration 23Q: 3 clusters Score -2458960 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2459155.000000 Penalty: 5076.854004
	Iteration 24Q: 3 clusters Score -2459155 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -2459351.250000 Penalty: 5076.854004
	Iteration 25Q: 3 clusters Score -2459351 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2459506.500000 Penalty: 5076.854004
	Iteration 26Q: 3 clusters Score -2459506 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -2459628.500000 Penalty: 5076.854004
	Iteration 27Q: 3 clusters Score -2459628 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2459724.750000 Penalty: 5076.854004
	Iteration 28Q: 3 clusters Score -2459725 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -2459809.750000 Penalty: 5076.854004
	Iteration 29Q: 3 clusters Score -2459810 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2459871.500000 Penalty: 5076.854004
	Iteration 30Q: 3 clusters Score -2459872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -2459936.500000 Penalty: 5076.854004
	Iteration 31Q: 3 clusters Score -2459936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2460007.000000 Penalty: 5076.854004
	Iteration 32Q: 3 clusters Score -2460007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2460054.250000 Penalty: 5076.854004
	Iteration 33Q: 3 clusters Score -2460054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2460092.000000 Penalty: 5076.854004
	Iteration 34Q: 3 clusters Score -2460092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2460110.500000 Penalty: 5076.854004
	Iteration 35Q: 3 clusters Score -2460110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -2460132.000000 Penalty: 5076.854004
	Iteration 36Q: 3 clusters Score -2460132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -2460149.500000 Penalty: 5076.854004
	Iteration 37Q: 3 clusters Score -2460150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -2460174.000000 Penalty: 5076.854004
	Iteration 38Q: 3 clusters Score -2460174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -2460198.500000 Penalty: 5076.854004
	Iteration 39Q: 3 clusters Score -2460198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -2460211.000000 Penalty: 5076.854004
	Iteration 40F: 3 clusters Score -2460211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -2460236.250000 Penalty: 5076.854004
	Iteration 41Q: 3 clusters Score -2460236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -2460248.000000 Penalty: 5076.854004
	Iteration 42Q: 3 clusters Score -2460248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -2460260.500000 Penalty: 5076.854004
	Iteration 43Q: 3 clusters Score -2460260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -2460259.750000 Penalty: 5076.854004
	Iteration 44Q: 3 clusters Score -2460260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -2460267.000000 Penalty: 5076.854004
	Iteration 45Q: 3 clusters Score -2460267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -2460273.000000 Penalty: 5076.854004
	Iteration 46Q: 3 clusters Score -2460273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2460277.000000 Penalty: 5076.854004
	Iteration 47Q: 3 clusters Score -2460277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -2460282.000000 Penalty: 5076.854004
	Iteration 48Q: 3 clusters Score -2460282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2460281.250000 Penalty: 5076.854004
	Iteration 49Q: 3 clusters Score -2460281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -2460282.500000 Penalty: 5076.854004
	Iteration 50Q: 3 clusters Score -2460282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -2460284.250000 Penalty: 5076.854004
	Iteration 51Q: 3 clusters Score -2460284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -2460285.500000 Penalty: 5076.854004
	Iteration 52Q: 3 clusters Score -2460286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -2460290.000000 Penalty: 5076.854004
	Iteration 53Q: 3 clusters Score -2460290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -2460292.750000 Penalty: 5076.854004
	Iteration 54Q: 3 clusters Score -2460293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2460297.750000 Penalty: 5076.854004
	Iteration 55Q: 3 clusters Score -2460298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2460304.750000 Penalty: 5076.854004
	Iteration 56Q: 3 clusters Score -2460305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -2460306.500000 Penalty: 5076.854004
	Iteration 57Q: 3 clusters Score -2460306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -2460303.500000 Penalty: 5076.854004
	Iteration 58Q: 3 clusters Score -2460304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -2460307.500000 Penalty: 5076.854004
	Iteration 59Q: 3 clusters Score -2460308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -2460313.000000 Penalty: 5076.854004
	Iteration 60F: 3 clusters Score -2460313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -2460313.750000 Penalty: 5076.854004
	Iteration 61Q: 3 clusters Score -2460314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -2460313.750000 Penalty: 5076.854004
	Iteration 62Q: 3 clusters Score -2460314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2460314.000000 Penalty: 5076.854004
	Iteration 63Q: 3 clusters Score -2460314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -2460315.000000 Penalty: 5076.854004
	Iteration 64Q: 3 clusters Score -2460315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2460318.750000 Penalty: 5076.854004
	Iteration 65Q: 3 clusters Score -2460319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -2460318.750000 Penalty: 5076.854004
	Iteration 66F: 3 clusters Score -2460319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -196324.984375 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -196325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -193356.765625 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -193356.8 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -193965.171875 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -193965.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -194214.281250 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -194214.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -194392.437500 Penalty: 3867.048828
	Iteration 3F: 3 clusters Score -194392.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -194528.968750 Penalty: 3867.048828
	Iteration 4Q: 3 clusters Score -194529 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -194633.203125 Penalty: 3867.048828
	Iteration 5Q: 3 clusters Score -194633.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -194699.234375 Penalty: 3867.048828
	Iteration 6Q: 3 clusters Score -194699.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -194742.937500 Penalty: 3867.048828
	Iteration 7Q: 3 clusters Score -194742.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -194781.125000 Penalty: 3867.048828
	Iteration 8Q: 3 clusters Score -194781.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -194803.109375 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -194803.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -194821.468750 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -194821.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -194841.500000 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -194841.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -194854.546875 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -194854.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -194866.890625 Penalty: 3867.048828
	Iteration 13Q: 3 clusters Score -194866.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -194875.796875 Penalty: 3867.048828
	Iteration 14Q: 3 clusters Score -194875.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -194882.890625 Penalty: 3867.048828
	Iteration 15Q: 3 clusters Score -194882.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -194887.406250 Penalty: 3867.048828
	Iteration 16Q: 3 clusters Score -194887.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194889.359375 Penalty: 3867.048828
	Iteration 17Q: 3 clusters Score -194889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -194891.312500 Penalty: 3867.048828
	Iteration 18Q: 3 clusters Score -194891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -194892.734375 Penalty: 3867.048828
	Iteration 19Q: 3 clusters Score -194892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -194894.984375 Penalty: 3867.048828
	Iteration 20F: 3 clusters Score -194895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -194896.296875 Penalty: 3867.048828
	Iteration 21Q: 3 clusters Score -194896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -194896.796875 Penalty: 3867.048828
	Iteration 22Q: 3 clusters Score -194896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -194897.828125 Penalty: 3867.048828
	Iteration 23Q: 3 clusters Score -194897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -194897.968750 Penalty: 3867.048828
	Iteration 24Q: 3 clusters Score -194898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -194897.968750 Penalty: 3867.048828
	Iteration 25F: 3 clusters Score -194898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Entering Unmasked Estep 
Score: -2316131.500000 Penalty: 2529.118408
	Iteration 0F: 2 clusters Score -2316132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2297682.500000 Penalty: 5058.236816
	Iteration 0F: 3 clusters Score -2297682 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2304486.250000 Penalty: 5058.236816
	Iteration 1F: 3 clusters Score -2304486 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2305319.500000 Penalty: 5058.236816
	Iteration 2F: 3 clusters Score -2305320 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2306114.500000 Penalty: 5058.236816
	Iteration 3F: 3 clusters Score -2306114 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2306994.250000 Penalty: 5058.236816
	Iteration 4F: 3 clusters Score -2306994 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2307911.250000 Penalty: 5058.236816
	Iteration 5F: 3 clusters Score -2307911 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2308882.000000 Penalty: 5058.236816
	Iteration 6F: 3 clusters Score -2308882 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2309913.500000 Penalty: 5058.236816
	Iteration 7F: 3 clusters Score -2309914 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2310959.000000 Penalty: 5058.236816
	Iteration 8F: 3 clusters Score -2310959 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2311849.000000 Penalty: 5058.236816
	Iteration 9Q: 3 clusters Score -2311849 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2312428.000000 Penalty: 5058.236816
	Iteration 10Q: 3 clusters Score -2312428 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2312686.750000 Penalty: 5058.236816
	Iteration 11Q: 3 clusters Score -2312687 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2312846.250000 Penalty: 5058.236816
	Iteration 12Q: 3 clusters Score -2312846 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2312938.000000 Penalty: 5058.236816
	Iteration 13Q: 3 clusters Score -2312938 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2313009.500000 Penalty: 5058.236816
	Iteration 14Q: 3 clusters Score -2313010 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2313068.000000 Penalty: 5058.236816
	Iteration 15Q: 3 clusters Score -2313068 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2313105.750000 Penalty: 5058.236816
	Iteration 16Q: 3 clusters Score -2313106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2313130.500000 Penalty: 5058.236816
	Iteration 17Q: 3 clusters Score -2313130 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2313131.750000 Penalty: 5058.236816
	Iteration 18Q: 3 clusters Score -2313132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2313156.750000 Penalty: 5058.236816
	Iteration 19Q: 3 clusters Score -2313157 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2313177.750000 Penalty: 5058.236816
	Iteration 20F: 3 clusters Score -2313178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2313179.500000 Penalty: 5058.236816
	Iteration 21Q: 3 clusters Score -2313180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2313183.750000 Penalty: 5058.236816
	Iteration 22Q: 3 clusters Score -2313184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2313190.500000 Penalty: 5058.236816
	Iteration 23Q: 3 clusters Score -2313190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2313196.750000 Penalty: 5058.236816
	Iteration 24Q: 3 clusters Score -2313197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2313207.750000 Penalty: 5058.236816
	Iteration 25Q: 3 clusters Score -2313208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2313210.000000 Penalty: 5058.236816
	Iteration 26Q: 3 clusters Score -2313210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2313219.500000 Penalty: 5058.236816
	Iteration 27Q: 3 clusters Score -2313220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2313220.250000 Penalty: 5058.236816
	Iteration 28Q: 3 clusters Score -2313220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2313233.000000 Penalty: 5058.236816
	Iteration 29Q: 3 clusters Score -2313233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2313239.250000 Penalty: 5058.236816
	Iteration 30Q: 3 clusters Score -2313239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2313242.250000 Penalty: 5058.236816
	Iteration 31Q: 3 clusters Score -2313242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2313244.750000 Penalty: 5058.236816
	Iteration 32Q: 3 clusters Score -2313245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2313249.500000 Penalty: 5058.236816
	Iteration 33Q: 3 clusters Score -2313250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2313255.000000 Penalty: 5058.236816
	Iteration 34Q: 3 clusters Score -2313255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2313256.500000 Penalty: 5058.236816
	Iteration 35Q: 3 clusters Score -2313256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2313261.250000 Penalty: 5058.236816
	Iteration 36Q: 3 clusters Score -2313261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2313260.250000 Penalty: 5058.236816
	Iteration 37Q: 3 clusters Score -2313260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2313269.000000 Penalty: 5058.236816
	Iteration 38Q: 3 clusters Score -2313269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2313268.750000 Penalty: 5058.236816
	Iteration 39Q: 3 clusters Score -2313269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2313267.250000 Penalty: 5058.236816
	Iteration 40F: 3 clusters Score -2313267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2313267.500000 Penalty: 5058.236816
	Iteration 41Q: 3 clusters Score -2313268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2313276.000000 Penalty: 5058.236816
	Iteration 42Q: 3 clusters Score -2313276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2313286.000000 Penalty: 5058.236816
	Iteration 43Q: 3 clusters Score -2313286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2313287.250000 Penalty: 5058.236816
	Iteration 44Q: 3 clusters Score -2313287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2313289.250000 Penalty: 5058.236816
	Iteration 45Q: 3 clusters Score -2313289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2313296.750000 Penalty: 5058.236816
	Iteration 46Q: 3 clusters Score -2313297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2313301.500000 Penalty: 5058.236816
	Iteration 47Q: 3 clusters Score -2313302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2313309.250000 Penalty: 5058.236816
	Iteration 48Q: 3 clusters Score -2313309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2313314.750000 Penalty: 5058.236816
	Iteration 49Q: 3 clusters Score -2313315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2313327.250000 Penalty: 5058.236816
	Iteration 50Q: 3 clusters Score -2313327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2313336.250000 Penalty: 5058.236816
	Iteration 51Q: 3 clusters Score -2313336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2313347.000000 Penalty: 5058.236816
	Iteration 52Q: 3 clusters Score -2313347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2313354.250000 Penalty: 5058.236816
	Iteration 53Q: 3 clusters Score -2313354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2313372.000000 Penalty: 5058.236816
	Iteration 54Q: 3 clusters Score -2313372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2313387.750000 Penalty: 5058.236816
	Iteration 55Q: 3 clusters Score -2313388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2313402.000000 Penalty: 5058.236816
	Iteration 56Q: 3 clusters Score -2313402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2313420.250000 Penalty: 5058.236816
	Iteration 57Q: 3 clusters Score -2313420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2313435.000000 Penalty: 5058.236816
	Iteration 58Q: 3 clusters Score -2313435 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2313460.500000 Penalty: 5058.236816
	Iteration 59Q: 3 clusters Score -2313460 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2313472.750000 Penalty: 5058.236816
	Iteration 60F: 3 clusters Score -2313473 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2313488.000000 Penalty: 5058.236816
	Iteration 61Q: 3 clusters Score -2313488 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2313499.750000 Penalty: 5058.236816
	Iteration 62Q: 3 clusters Score -2313500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2313506.500000 Penalty: 5058.236816
	Iteration 63Q: 3 clusters Score -2313506 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2313520.250000 Penalty: 5058.236816
	Iteration 64Q: 3 clusters Score -2313520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2313545.500000 Penalty: 5058.236816
	Iteration 65Q: 3 clusters Score -2313546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2313558.250000 Penalty: 5058.236816
	Iteration 66Q: 3 clusters Score -2313558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2313568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2313587.500000 Penalty: 5058.236816
	Iteration 68Q: 3 clusters Score -2313588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2313608.500000 Penalty: 5058.236816
	Iteration 69Q: 3 clusters Score -2313608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -2313616.000000 Penalty: 5058.236816
	Iteration 70Q: 3 clusters Score -2313616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2313641.500000 Penalty: 5058.236816
	Iteration 71Q: 3 clusters Score -2313642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2313656.000000 Penalty: 5058.236816
	Iteration 72Q: 3 clusters Score -2313656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2313673.250000 Penalty: 5058.236816
	Iteration 73Q: 3 clusters Score -2313673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2313685.250000 Penalty: 5058.236816
	Iteration 74Q: 3 clusters Score -2313685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2313692.000000 Penalty: 5058.236816
	Iteration 75Q: 3 clusters Score -2313692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2313712.000000 Penalty: 5058.236816
	Iteration 76Q: 3 clusters Score -2313712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2313720.000000 Penalty: 5058.236816
	Iteration 77Q: 3 clusters Score -2313720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2313728.500000 Penalty: 5058.236816
	Iteration 78Q: 3 clusters Score -2313728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2313743.500000 Penalty: 5058.236816
	Iteration 79Q: 3 clusters Score -2313744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2313764.250000 Penalty: 5058.236816
	Iteration 80F: 3 clusters Score -2313764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2313775.500000 Penalty: 5058.236816
	Iteration 81Q: 3 clusters Score -2313776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2313781.000000 Penalty: 5058.236816
	Iteration 82Q: 3 clusters Score -2313781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2313799.750000 Penalty: 5058.236816
	Iteration 83Q: 3 clusters Score -2313800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2313814.500000 Penalty: 5058.236816
	Iteration 84Q: 3 clusters Score -2313814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2313816.000000 Penalty: 5058.236816
	Iteration 85Q: 3 clusters Score -2313816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2313818.250000 Penalty: 5058.236816
	Iteration 86Q: 3 clusters Score -2313818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2313829.500000 Penalty: 5058.236816
	Iteration 87Q: 3 clusters Score -2313830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2313839.500000 Penalty: 5058.236816
	Iteration 88Q: 3 clusters Score -2313840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -2313843.250000 Penalty: 5058.236816
	Iteration 89Q: 3 clusters Score -2313843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2313850.000000 Penalty: 5058.236816
	Iteration 90Q: 3 clusters Score -2313850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2313853.500000 Penalty: 5058.236816
	Iteration 91Q: 3 clusters Score -2313854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2313857.750000 Penalty: 5058.236816
	Iteration 92Q: 3 clusters Score -2313858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
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Entering Unmasked Estep 
Score: -2313852.250000 Penalty: 5058.236816
	Iteration 93Q: 3 clusters Score -2313852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2313853.500000 Penalty: 5058.236816
	Iteration 94Q: 3 clusters Score -2313854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
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Entering Unmasked Estep 
Score: -2313862.250000 Penalty: 5058.236816
	Iteration 95Q: 3 clusters Score -2313862 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2313866.000000 Penalty: 5058.236816
	Iteration 96Q: 3 clusters Score -2313866 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3828 members 
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Entering Unmasked Estep 
Score: -2313871.000000 Penalty: 5058.236816
	Iteration 97Q: 3 clusters Score -2313871 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2313874.750000 Penalty: 5058.236816
	Iteration 98Q: 3 clusters Score -2313875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2313876.250000 Penalty: 5058.236816
	Iteration 99Q: 3 clusters Score -2313876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2313882.000000 Penalty: 5058.236816
	Iteration 100F: 3 clusters Score -2313882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2313884.750000 Penalty: 5058.236816
	Iteration 101Q: 3 clusters Score -2313885 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2313885.750000 Penalty: 5058.236816
	Iteration 102Q: 3 clusters Score -2313886 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3728 members 
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Entering Unmasked Estep 
Score: -2313882.250000 Penalty: 5058.236816
	Iteration 103Q: 3 clusters Score -2313882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2313889.750000 Penalty: 5058.236816
	Iteration 104Q: 3 clusters Score -2313890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2313890.500000 Penalty: 5058.236816
	Iteration 105Q: 3 clusters Score -2313890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -2313892.000000 Penalty: 5058.236816
	Iteration 106Q: 3 clusters Score -2313892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2313888.250000 Penalty: 5058.236816
	Iteration 107Q: 3 clusters Score -2313888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2313892.500000 Penalty: 5058.236816
	Iteration 108Q: 3 clusters Score -2313892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -2313897.250000 Penalty: 5058.236816
	Iteration 109Q: 3 clusters Score -2313897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2313895.000000 Penalty: 5058.236816
	Iteration 110Q: 3 clusters Score -2313895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2313899.000000 Penalty: 5058.236816
	Iteration 111Q: 3 clusters Score -2313899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2313900.500000 Penalty: 5058.236816
	Iteration 112Q: 3 clusters Score -2313900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2313898.000000 Penalty: 5058.236816
	Iteration 113Q: 3 clusters Score -2313898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2313899.000000 Penalty: 5058.236816
	Iteration 114Q: 3 clusters Score -2313899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2313899.000000 Penalty: 5058.236816
	Iteration 115F: 3 clusters Score -2313899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Entering Unmasked Estep 
Score: -788148.562500 Penalty: 2271.782959
	Iteration 0F: 2 clusters Score -788148.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -780756.562500 Penalty: 4543.565918
	Iteration 0F: 3 clusters Score -780756.6 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -782843.125000 Penalty: 4543.565918
	Iteration 1F: 3 clusters Score -782843.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -783083.812500 Penalty: 4543.565918
	Iteration 2F: 3 clusters Score -783083.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -783250.687500 Penalty: 4543.565918
	Iteration 3Q: 3 clusters Score -783250.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -783403.250000 Penalty: 4543.565918
	Iteration 4Q: 3 clusters Score -783403.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -783528.625000 Penalty: 4543.565918
	Iteration 5Q: 3 clusters Score -783528.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -783672.875000 Penalty: 4543.565918
	Iteration 6Q: 3 clusters Score -783672.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -783828.062500 Penalty: 4543.565918
	Iteration 7Q: 3 clusters Score -783828.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -784017.375000 Penalty: 4543.565918
	Iteration 8Q: 3 clusters Score -784017.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -784225.562500 Penalty: 4543.565918
	Iteration 9Q: 3 clusters Score -784225.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -784458.562500 Penalty: 4543.565918
	Iteration 10Q: 3 clusters Score -784458.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -784754.500000 Penalty: 4543.565918
	Iteration 11Q: 3 clusters Score -784754.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -785088.625000 Penalty: 4543.565918
	Iteration 12Q: 3 clusters Score -785088.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -785428.750000 Penalty: 4543.565918
	Iteration 13Q: 3 clusters Score -785428.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -785711.250000 Penalty: 4543.565918
	Iteration 14Q: 3 clusters Score -785711.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -785904.625000 Penalty: 4543.565918
	Iteration 15Q: 3 clusters Score -785904.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -786019.062500 Penalty: 4543.565918
	Iteration 16Q: 3 clusters Score -786019.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -786120.062500 Penalty: 4543.565918
	Iteration 17Q: 3 clusters Score -786120.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -786195.062500 Penalty: 4543.565918
	Iteration 18Q: 3 clusters Score -786195.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -786266.187500 Penalty: 4543.565918
	Iteration 19Q: 3 clusters Score -786266.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -786317.062500 Penalty: 4543.565918
	Iteration 20F: 3 clusters Score -786317.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -786355.375000 Penalty: 4543.565918
	Iteration 21Q: 3 clusters Score -786355.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -786383.875000 Penalty: 4543.565918
	Iteration 22Q: 3 clusters Score -786383.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -786402.562500 Penalty: 4543.565918
	Iteration 23Q: 3 clusters Score -786402.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -786411.812500 Penalty: 4543.565918
	Iteration 24Q: 3 clusters Score -786411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -786420.187500 Penalty: 4543.565918
	Iteration 25Q: 3 clusters Score -786420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -786420.750000 Penalty: 4543.565918
	Iteration 26Q: 3 clusters Score -786420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -786427.000000 Penalty: 4543.565918
	Iteration 27Q: 3 clusters Score -786427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -786430.812500 Penalty: 4543.565918
	Iteration 28Q: 3 clusters Score -786430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -786436.312500 Penalty: 4543.565918
	Iteration 29Q: 3 clusters Score -786436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -786437.375000 Penalty: 4543.565918
	Iteration 30Q: 3 clusters Score -786437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -786439.000000 Penalty: 4543.565918
	Iteration 31Q: 3 clusters Score -786439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -786442.250000 Penalty: 4543.565918
	Iteration 32Q: 3 clusters Score -786442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -786444.687500 Penalty: 4543.565918
	Iteration 33Q: 3 clusters Score -786444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -786444.875000 Penalty: 4543.565918
	Iteration 34Q: 3 clusters Score -786444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -786444.875000 Penalty: 4543.565918
	Iteration 35F: 3 clusters Score -786444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -405993.718750 Penalty: 2089.364990
	Iteration 0F: 2 clusters Score -405993.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -401756.312500 Penalty: 4178.729980
	Iteration 0F: 3 clusters Score -401756.3 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -402746.750000 Penalty: 4178.729980
	Iteration 1F: 3 clusters Score -402746.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -403011.875000 Penalty: 4178.729980
	Iteration 2F: 3 clusters Score -403011.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -403200.625000 Penalty: 4178.729980
	Iteration 3F: 3 clusters Score -403200.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -403392.000000 Penalty: 4178.729980
	Iteration 4Q: 3 clusters Score -403392 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -403589.250000 Penalty: 4178.729980
	Iteration 5F: 3 clusters Score -403589.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -403779.656250 Penalty: 4178.729980
	Iteration 6F: 3 clusters Score -403779.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -403979.562500 Penalty: 4178.729980
	Iteration 7F: 3 clusters Score -403979.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -404155.187500 Penalty: 4178.729980
	Iteration 8Q: 3 clusters Score -404155.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -404288.843750 Penalty: 4178.729980
	Iteration 9Q: 3 clusters Score -404288.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -404403.906250 Penalty: 4178.729980
	Iteration 10Q: 3 clusters Score -404403.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -404483.937500 Penalty: 4178.729980
	Iteration 11Q: 3 clusters Score -404483.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -404540.125000 Penalty: 4178.729980
	Iteration 12Q: 3 clusters Score -404540.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -404575.593750 Penalty: 4178.729980
	Iteration 13Q: 3 clusters Score -404575.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -404605.875000 Penalty: 4178.729980
	Iteration 14Q: 3 clusters Score -404605.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -404623.531250 Penalty: 4178.729980
	Iteration 15Q: 3 clusters Score -404623.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -404632.875000 Penalty: 4178.729980
	Iteration 16Q: 3 clusters Score -404632.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -404639.250000 Penalty: 4178.729980
	Iteration 17Q: 3 clusters Score -404639.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -404645.375000 Penalty: 4178.729980
	Iteration 18Q: 3 clusters Score -404645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -404650.937500 Penalty: 4178.729980
	Iteration 19Q: 3 clusters Score -404650.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -404655.656250 Penalty: 4178.729980
	Iteration 20F: 3 clusters Score -404655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -404660.281250 Penalty: 4178.729980
	Iteration 21Q: 3 clusters Score -404660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -404670.156250 Penalty: 4178.729980
	Iteration 22Q: 3 clusters Score -404670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -404674.000000 Penalty: 4178.729980
	Iteration 23Q: 3 clusters Score -404674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -404678.812500 Penalty: 4178.729980
	Iteration 24Q: 3 clusters Score -404678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -404681.468750 Penalty: 4178.729980
	Iteration 25Q: 3 clusters Score -404681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -404682.500000 Penalty: 4178.729980
	Iteration 26Q: 3 clusters Score -404682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -404682.375000 Penalty: 4178.729980
	Iteration 27Q: 3 clusters Score -404682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -404683.687500 Penalty: 4178.729980
	Iteration 28Q: 3 clusters Score -404683.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -404683.125000 Penalty: 4178.729980
	Iteration 29Q: 3 clusters Score -404683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -404684.593750 Penalty: 4178.729980
	Iteration 30Q: 3 clusters Score -404684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -404684.656250 Penalty: 4178.729980
	Iteration 31Q: 3 clusters Score -404684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -404685.500000 Penalty: 4178.729980
	Iteration 32Q: 3 clusters Score -404685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -404685.625000 Penalty: 4178.729980
	Iteration 33Q: 3 clusters Score -404685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -404685.906250 Penalty: 4178.729980
	Iteration 34Q: 3 clusters Score -404685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -404686.656250 Penalty: 4178.729980
	Iteration 35Q: 3 clusters Score -404686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -404687.250000 Penalty: 4178.729980
	Iteration 36Q: 3 clusters Score -404687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -404686.750000 Penalty: 4178.729980
	Iteration 37Q: 3 clusters Score -404686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -404686.750000 Penalty: 4178.729980
	Iteration 38F: 3 clusters Score -404686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Entering Unmasked Estep 
Score: -872989.375000 Penalty: 2288.637451
	Iteration 0F: 2 clusters Score -872989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -865181.125000 Penalty: 4577.274902
	Iteration 0F: 3 clusters Score -865181.1 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -867473.375000 Penalty: 4577.274902
	Iteration 1F: 3 clusters Score -867473.4 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -867964.875000 Penalty: 4577.274902
	Iteration 2F: 3 clusters Score -867964.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -868434.500000 Penalty: 4577.274902
	Iteration 3F: 3 clusters Score -868434.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -868827.562500 Penalty: 4577.274902
	Iteration 4F: 3 clusters Score -868827.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -869171.062500 Penalty: 4577.274902
	Iteration 5F: 3 clusters Score -869171.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -869483.312500 Penalty: 4577.274902
	Iteration 6Q: 3 clusters Score -869483.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -869748.687500 Penalty: 4577.274902
	Iteration 7Q: 3 clusters Score -869748.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -869937.687500 Penalty: 4577.274902
	Iteration 8Q: 3 clusters Score -869937.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -870052.937500 Penalty: 4577.274902
	Iteration 9Q: 3 clusters Score -870052.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -870145.375000 Penalty: 4577.274902
	Iteration 10Q: 3 clusters Score -870145.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -870201.000000 Penalty: 4577.274902
	Iteration 11Q: 3 clusters Score -870201 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -870243.437500 Penalty: 4577.274902
	Iteration 12Q: 3 clusters Score -870243.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -870270.625000 Penalty: 4577.274902
	Iteration 13Q: 3 clusters Score -870270.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -870285.937500 Penalty: 4577.274902
	Iteration 14Q: 3 clusters Score -870285.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -870299.500000 Penalty: 4577.274902
	Iteration 15Q: 3 clusters Score -870299.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -870307.750000 Penalty: 4577.274902
	Iteration 16Q: 3 clusters Score -870307.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -870312.750000 Penalty: 4577.274902
	Iteration 17Q: 3 clusters Score -870312.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -870320.187500 Penalty: 4577.274902
	Iteration 18Q: 3 clusters Score -870320.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -870322.437500 Penalty: 4577.274902
	Iteration 19Q: 3 clusters Score -870322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -870324.562500 Penalty: 4577.274902
	Iteration 20F: 3 clusters Score -870324.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -870327.187500 Penalty: 4577.274902
	Iteration 21Q: 3 clusters Score -870327.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -870328.750000 Penalty: 4577.274902
	Iteration 22Q: 3 clusters Score -870328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -870331.187500 Penalty: 4577.274902
	Iteration 23Q: 3 clusters Score -870331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -870330.687500 Penalty: 4577.274902
	Iteration 24Q: 3 clusters Score -870330.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -870333.625000 Penalty: 4577.274902
	Iteration 25Q: 3 clusters Score -870333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -870332.437500 Penalty: 4577.274902
	Iteration 26Q: 3 clusters Score -870332.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -870333.250000 Penalty: 4577.274902
	Iteration 27Q: 3 clusters Score -870333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -870334.062500 Penalty: 4577.274902
	Iteration 28Q: 3 clusters Score -870334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -870332.937500 Penalty: 4577.274902
	Iteration 29Q: 3 clusters Score -870332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -870333.937500 Penalty: 4577.274902
	Iteration 30Q: 3 clusters Score -870333.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -870333.937500 Penalty: 4577.274902
	Iteration 31F: 3 clusters Score -870333.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -472960.562500 Penalty: 2169.185791
	Iteration 0F: 2 clusters Score -472960.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -467666.812500 Penalty: 4338.371582
	Iteration 0F: 3 clusters Score -467666.8 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -469336.625000 Penalty: 4338.371582
	Iteration 1F: 3 clusters Score -469336.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -469944.062500 Penalty: 4338.371582
	Iteration 2F: 3 clusters Score -469944.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -470467.375000 Penalty: 4338.371582
	Iteration 3F: 3 clusters Score -470467.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -470841.156250 Penalty: 4338.371582
	Iteration 4F: 3 clusters Score -470841.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -471107.343750 Penalty: 4338.371582
	Iteration 5Q: 3 clusters Score -471107.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -471288.250000 Penalty: 4338.371582
	Iteration 6Q: 3 clusters Score -471288.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -471434.906250 Penalty: 4338.371582
	Iteration 7Q: 3 clusters Score -471434.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -471568.343750 Penalty: 4338.371582
	Iteration 8Q: 3 clusters Score -471568.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -471659.843750 Penalty: 4338.371582
	Iteration 9Q: 3 clusters Score -471659.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -471713.968750 Penalty: 4338.371582
	Iteration 10Q: 3 clusters Score -471714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -471746.250000 Penalty: 4338.371582
	Iteration 11Q: 3 clusters Score -471746.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -471771.218750 Penalty: 4338.371582
	Iteration 12Q: 3 clusters Score -471771.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -471788.750000 Penalty: 4338.371582
	Iteration 13Q: 3 clusters Score -471788.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -471801.031250 Penalty: 4338.371582
	Iteration 14Q: 3 clusters Score -471801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -471819.531250 Penalty: 4338.371582
	Iteration 15Q: 3 clusters Score -471819.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -471834.875000 Penalty: 4338.371582
	Iteration 16Q: 3 clusters Score -471834.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -471846.687500 Penalty: 4338.371582
	Iteration 17Q: 3 clusters Score -471846.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -471857.062500 Penalty: 4338.371582
	Iteration 18Q: 3 clusters Score -471857.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -471870.875000 Penalty: 4338.371582
	Iteration 19Q: 3 clusters Score -471870.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -471880.656250 Penalty: 4338.371582
	Iteration 20F: 3 clusters Score -471880.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -471889.281250 Penalty: 4338.371582
	Iteration 21Q: 3 clusters Score -471889.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -471896.187500 Penalty: 4338.371582
	Iteration 22Q: 3 clusters Score -471896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -471901.156250 Penalty: 4338.371582
	Iteration 23Q: 3 clusters Score -471901.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -471904.875000 Penalty: 4338.371582
	Iteration 24Q: 3 clusters Score -471904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -471908.250000 Penalty: 4338.371582
	Iteration 25Q: 3 clusters Score -471908.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -471910.906250 Penalty: 4338.371582
	Iteration 26Q: 3 clusters Score -471910.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -471911.968750 Penalty: 4338.371582
	Iteration 27Q: 3 clusters Score -471912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -471914.125000 Penalty: 4338.371582
	Iteration 28Q: 3 clusters Score -471914.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -471918.312500 Penalty: 4338.371582
	Iteration 29Q: 3 clusters Score -471918.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -471923.562500 Penalty: 4338.371582
	Iteration 30Q: 3 clusters Score -471923.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -471925.343750 Penalty: 4338.371582
	Iteration 31Q: 3 clusters Score -471925.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -471927.531250 Penalty: 4338.371582
	Iteration 32Q: 3 clusters Score -471927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -471928.187500 Penalty: 4338.371582
	Iteration 33Q: 3 clusters Score -471928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -471931.062500 Penalty: 4338.371582
	Iteration 34Q: 3 clusters Score -471931.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -471934.718750 Penalty: 4338.371582
	Iteration 35Q: 3 clusters Score -471934.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -471936.062500 Penalty: 4338.371582
	Iteration 36Q: 3 clusters Score -471936.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -471938.437500 Penalty: 4338.371582
	Iteration 37Q: 3 clusters Score -471938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -471939.718750 Penalty: 4338.371582
	Iteration 38Q: 3 clusters Score -471939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -471940.656250 Penalty: 4338.371582
	Iteration 39Q: 3 clusters Score -471940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -471943.843750 Penalty: 4338.371582
	Iteration 40F: 3 clusters Score -471943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -471944.312500 Penalty: 4338.371582
	Iteration 41Q: 3 clusters Score -471944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -471944.000000 Penalty: 4338.371582
	Iteration 42Q: 3 clusters Score -471944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -471945.000000 Penalty: 4338.371582
	Iteration 43Q: 3 clusters Score -471945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -471945.000000 Penalty: 4338.371582
	Iteration 44F: 3 clusters Score -471945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Entering Unmasked Estep 
Score: -896464.625000 Penalty: 2301.129150
	Iteration 0F: 2 clusters Score -896464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -888382.812500 Penalty: 4602.258301
	Iteration 0F: 3 clusters Score -888382.8 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -890803.500000 Penalty: 4602.258301
	Iteration 1F: 3 clusters Score -890803.5 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -891207.312500 Penalty: 4602.258301
	Iteration 2F: 3 clusters Score -891207.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -891571.750000 Penalty: 4602.258301
	Iteration 3F: 3 clusters Score -891571.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -891885.187500 Penalty: 4602.258301
	Iteration 4F: 3 clusters Score -891885.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -892183.312500 Penalty: 4602.258301
	Iteration 5Q: 3 clusters Score -892183.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -892462.875000 Penalty: 4602.258301
	Iteration 6Q: 3 clusters Score -892462.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -892757.937500 Penalty: 4602.258301
	Iteration 7Q: 3 clusters Score -892757.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -893036.375000 Penalty: 4602.258301
	Iteration 8Q: 3 clusters Score -893036.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -893285.500000 Penalty: 4602.258301
	Iteration 9Q: 3 clusters Score -893285.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -893502.062500 Penalty: 4602.258301
	Iteration 10Q: 3 clusters Score -893502.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -893707.812500 Penalty: 4602.258301
	Iteration 11Q: 3 clusters Score -893707.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -893936.125000 Penalty: 4602.258301
	Iteration 12Q: 3 clusters Score -893936.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -894137.312500 Penalty: 4602.258301
	Iteration 13Q: 3 clusters Score -894137.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -894351.250000 Penalty: 4602.258301
	Iteration 14Q: 3 clusters Score -894351.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -894538.312500 Penalty: 4602.258301
	Iteration 15Q: 3 clusters Score -894538.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -894686.187500 Penalty: 4602.258301
	Iteration 16Q: 3 clusters Score -894686.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -894830.812500 Penalty: 4602.258301
	Iteration 17Q: 3 clusters Score -894830.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -894937.437500 Penalty: 4602.258301
	Iteration 18Q: 3 clusters Score -894937.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -895022.125000 Penalty: 4602.258301
	Iteration 19Q: 3 clusters Score -895022.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -895105.312500 Penalty: 4602.258301
	Iteration 20F: 3 clusters Score -895105.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -895180.687500 Penalty: 4602.258301
	Iteration 21Q: 3 clusters Score -895180.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -895227.562500 Penalty: 4602.258301
	Iteration 22Q: 3 clusters Score -895227.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -895255.937500 Penalty: 4602.258301
	Iteration 23Q: 3 clusters Score -895255.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -895273.687500 Penalty: 4602.258301
	Iteration 24Q: 3 clusters Score -895273.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -895280.312500 Penalty: 4602.258301
	Iteration 25Q: 3 clusters Score -895280.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -895291.250000 Penalty: 4602.258301
	Iteration 26Q: 3 clusters Score -895291.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -895303.937500 Penalty: 4602.258301
	Iteration 27Q: 3 clusters Score -895303.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -895312.937500 Penalty: 4602.258301
	Iteration 28Q: 3 clusters Score -895312.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -895320.500000 Penalty: 4602.258301
	Iteration 29Q: 3 clusters Score -895320.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -895319.812500 Penalty: 4602.258301
	Iteration 30Q: 3 clusters Score -895319.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -895323.812500 Penalty: 4602.258301
	Iteration 31Q: 3 clusters Score -895323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -895329.562500 Penalty: 4602.258301
	Iteration 32Q: 3 clusters Score -895329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -895327.812500 Penalty: 4602.258301
	Iteration 33Q: 3 clusters Score -895327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -895330.250000 Penalty: 4602.258301
	Iteration 34Q: 3 clusters Score -895330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -895329.375000 Penalty: 4602.258301
	Iteration 35Q: 3 clusters Score -895329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -895331.125000 Penalty: 4602.258301
	Iteration 36Q: 3 clusters Score -895331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -895329.875000 Penalty: 4602.258301
	Iteration 37Q: 3 clusters Score -895329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -895331.062500 Penalty: 4602.258301
	Iteration 38Q: 3 clusters Score -895331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -895332.312500 Penalty: 4602.258301
	Iteration 39Q: 3 clusters Score -895332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -895333.625000 Penalty: 4602.258301
	Iteration 40F: 3 clusters Score -895333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -895333.312500 Penalty: 4602.258301
	Iteration 41Q: 3 clusters Score -895333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -895334.375000 Penalty: 4602.258301
	Iteration 42Q: 3 clusters Score -895334.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -895337.250000 Penalty: 4602.258301
	Iteration 43Q: 3 clusters Score -895337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -895339.062500 Penalty: 4602.258301
	Iteration 44Q: 3 clusters Score -895339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -895342.312500 Penalty: 4602.258301
	Iteration 45Q: 3 clusters Score -895342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -895342.250000 Penalty: 4602.258301
	Iteration 46Q: 3 clusters Score -895342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -895342.250000 Penalty: 4602.258301
	Iteration 47Q: 3 clusters Score -895342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -895344.687500 Penalty: 4602.258301
	Iteration 48Q: 3 clusters Score -895344.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -895343.750000 Penalty: 4602.258301
	Iteration 49Q: 3 clusters Score -895343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -895344.187500 Penalty: 4602.258301
	Iteration 50Q: 3 clusters Score -895344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -895346.437500 Penalty: 4602.258301
	Iteration 51Q: 3 clusters Score -895346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -895346.625000 Penalty: 4602.258301
	Iteration 52Q: 3 clusters Score -895346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -895345.937500 Penalty: 4602.258301
	Iteration 53Q: 3 clusters Score -895345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -895346.750000 Penalty: 4602.258301
	Iteration 54Q: 3 clusters Score -895346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -895348.625000 Penalty: 4602.258301
	Iteration 55Q: 3 clusters Score -895348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -895350.062500 Penalty: 4602.258301
	Iteration 56Q: 3 clusters Score -895350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -895350.875000 Penalty: 4602.258301
	Iteration 57Q: 3 clusters Score -895350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -895350.937500 Penalty: 4602.258301
	Iteration 58Q: 3 clusters Score -895350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -895350.937500 Penalty: 4602.258301
	Iteration 59F: 3 clusters Score -895350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Entering Unmasked Estep 
Score: -970469.375000 Penalty: 2312.579834
	Iteration 0F: 2 clusters Score -970469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -961961.812500 Penalty: 4625.159668
	Iteration 0F: 3 clusters Score -961961.8 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -964529.375000 Penalty: 4625.159668
	Iteration 1F: 3 clusters Score -964529.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -964831.062500 Penalty: 4625.159668
	Iteration 2F: 3 clusters Score -964831.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -965029.562500 Penalty: 4625.159668
	Iteration 3Q: 3 clusters Score -965029.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -965167.000000 Penalty: 4625.159668
	Iteration 4Q: 3 clusters Score -965167 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -965270.937500 Penalty: 4625.159668
	Iteration 5Q: 3 clusters Score -965270.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -965358.375000 Penalty: 4625.159668
	Iteration 6Q: 3 clusters Score -965358.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -965435.937500 Penalty: 4625.159668
	Iteration 7Q: 3 clusters Score -965435.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -965504.000000 Penalty: 4625.159668
	Iteration 8Q: 3 clusters Score -965504 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -965575.062500 Penalty: 4625.159668
	Iteration 9Q: 3 clusters Score -965575.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -965643.000000 Penalty: 4625.159668
	Iteration 10Q: 3 clusters Score -965643 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -965708.562500 Penalty: 4625.159668
	Iteration 11Q: 3 clusters Score -965708.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -965784.812500 Penalty: 4625.159668
	Iteration 12Q: 3 clusters Score -965784.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -965869.500000 Penalty: 4625.159668
	Iteration 13Q: 3 clusters Score -965869.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -965969.937500 Penalty: 4625.159668
	Iteration 14Q: 3 clusters Score -965969.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -966096.500000 Penalty: 4625.159668
	Iteration 15Q: 3 clusters Score -966096.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -966247.062500 Penalty: 4625.159668
	Iteration 16Q: 3 clusters Score -966247.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -966404.562500 Penalty: 4625.159668
	Iteration 17Q: 3 clusters Score -966404.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -966604.875000 Penalty: 4625.159668
	Iteration 18Q: 3 clusters Score -966604.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -966880.750000 Penalty: 4625.159668
	Iteration 19Q: 3 clusters Score -966880.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -967210.000000 Penalty: 4625.159668
	Iteration 20F: 3 clusters Score -967210 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -967537.437500 Penalty: 4625.159668
	Iteration 21Q: 3 clusters Score -967537.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -967840.375000 Penalty: 4625.159668
	Iteration 22Q: 3 clusters Score -967840.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -968050.375000 Penalty: 4625.159668
	Iteration 23Q: 3 clusters Score -968050.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -968194.937500 Penalty: 4625.159668
	Iteration 24Q: 3 clusters Score -968194.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -968290.062500 Penalty: 4625.159668
	Iteration 25Q: 3 clusters Score -968290.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -968354.812500 Penalty: 4625.159668
	Iteration 26Q: 3 clusters Score -968354.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -968393.312500 Penalty: 4625.159668
	Iteration 27Q: 3 clusters Score -968393.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -968420.250000 Penalty: 4625.159668
	Iteration 28Q: 3 clusters Score -968420.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -968439.812500 Penalty: 4625.159668
	Iteration 29Q: 3 clusters Score -968439.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -968458.000000 Penalty: 4625.159668
	Iteration 30Q: 3 clusters Score -968458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -968470.812500 Penalty: 4625.159668
	Iteration 31Q: 3 clusters Score -968470.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -968479.312500 Penalty: 4625.159668
	Iteration 32Q: 3 clusters Score -968479.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -968490.687500 Penalty: 4625.159668
	Iteration 33Q: 3 clusters Score -968490.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -968504.062500 Penalty: 4625.159668
	Iteration 34Q: 3 clusters Score -968504.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -968514.062500 Penalty: 4625.159668
	Iteration 35Q: 3 clusters Score -968514.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -968519.562500 Penalty: 4625.159668
	Iteration 36Q: 3 clusters Score -968519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -968519.812500 Penalty: 4625.159668
	Iteration 37Q: 3 clusters Score -968519.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -968524.062500 Penalty: 4625.159668
	Iteration 38Q: 3 clusters Score -968524.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -968533.875000 Penalty: 4625.159668
	Iteration 39Q: 3 clusters Score -968533.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -968532.250000 Penalty: 4625.159668
	Iteration 40F: 3 clusters Score -968532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -968532.687500 Penalty: 4625.159668
	Iteration 41Q: 3 clusters Score -968532.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -968537.562500 Penalty: 4625.159668
	Iteration 42Q: 3 clusters Score -968537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -968543.000000 Penalty: 4625.159668
	Iteration 43Q: 3 clusters Score -968543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -968542.562500 Penalty: 4625.159668
	Iteration 44Q: 3 clusters Score -968542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -968544.062500 Penalty: 4625.159668
	Iteration 45Q: 3 clusters Score -968544.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -968543.000000 Penalty: 4625.159668
	Iteration 46Q: 3 clusters Score -968543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -968545.625000 Penalty: 4625.159668
	Iteration 47Q: 3 clusters Score -968545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -968544.687500 Penalty: 4625.159668
	Iteration 48Q: 3 clusters Score -968544.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -968545.375000 Penalty: 4625.159668
	Iteration 49Q: 3 clusters Score -968545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -968544.125000 Penalty: 4625.159668
	Iteration 50Q: 3 clusters Score -968544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -968545.312500 Penalty: 4625.159668
	Iteration 51Q: 3 clusters Score -968545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -968545.250000 Penalty: 4625.159668
	Iteration 52Q: 3 clusters Score -968545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -968545.187500 Penalty: 4625.159668
	Iteration 53Q: 3 clusters Score -968545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -968545.187500 Penalty: 4625.159668
	Iteration 54F: 3 clusters Score -968545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Entering Unmasked Estep 
Score: -826016.875000 Penalty: 2268.713623
	Iteration 0F: 2 clusters Score -826016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -818716.562500 Penalty: 4537.427246
	Iteration 0F: 3 clusters Score -818716.6 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -820712.812500 Penalty: 4537.427246
	Iteration 1F: 3 clusters Score -820712.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -821015.750000 Penalty: 4537.427246
	Iteration 2F: 3 clusters Score -821015.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -821204.562500 Penalty: 4537.427246
	Iteration 3F: 3 clusters Score -821204.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -821335.062500 Penalty: 4537.427246
	Iteration 4Q: 3 clusters Score -821335.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -821436.937500 Penalty: 4537.427246
	Iteration 5Q: 3 clusters Score -821436.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -821516.062500 Penalty: 4537.427246
	Iteration 6Q: 3 clusters Score -821516.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -821585.062500 Penalty: 4537.427246
	Iteration 7Q: 3 clusters Score -821585.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -821645.750000 Penalty: 4537.427246
	Iteration 8Q: 3 clusters Score -821645.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -821709.000000 Penalty: 4537.427246
	Iteration 9Q: 3 clusters Score -821709 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -821763.437500 Penalty: 4537.427246
	Iteration 10Q: 3 clusters Score -821763.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -821825.125000 Penalty: 4537.427246
	Iteration 11Q: 3 clusters Score -821825.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -821893.937500 Penalty: 4537.427246
	Iteration 12Q: 3 clusters Score -821893.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -821976.687500 Penalty: 4537.427246
	Iteration 13Q: 3 clusters Score -821976.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -822069.812500 Penalty: 4537.427246
	Iteration 14Q: 3 clusters Score -822069.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -822182.562500 Penalty: 4537.427246
	Iteration 15Q: 3 clusters Score -822182.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -822335.812500 Penalty: 4537.427246
	Iteration 16Q: 3 clusters Score -822335.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -822514.812500 Penalty: 4537.427246
	Iteration 17Q: 3 clusters Score -822514.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -822702.500000 Penalty: 4537.427246
	Iteration 18Q: 3 clusters Score -822702.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -822887.250000 Penalty: 4537.427246
	Iteration 19Q: 3 clusters Score -822887.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -823072.062500 Penalty: 4537.427246
	Iteration 20F: 3 clusters Score -823072.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -823236.687500 Penalty: 4537.427246
	Iteration 21Q: 3 clusters Score -823236.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -823389.687500 Penalty: 4537.427246
	Iteration 22Q: 3 clusters Score -823389.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -823516.937500 Penalty: 4537.427246
	Iteration 23Q: 3 clusters Score -823516.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -823616.625000 Penalty: 4537.427246
	Iteration 24Q: 3 clusters Score -823616.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -823716.937500 Penalty: 4537.427246
	Iteration 25Q: 3 clusters Score -823716.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -823799.125000 Penalty: 4537.427246
	Iteration 26Q: 3 clusters Score -823799.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -823853.812500 Penalty: 4537.427246
	Iteration 27Q: 3 clusters Score -823853.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -823890.062500 Penalty: 4537.427246
	Iteration 28Q: 3 clusters Score -823890.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -823919.062500 Penalty: 4537.427246
	Iteration 29Q: 3 clusters Score -823919.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -823943.875000 Penalty: 4537.427246
	Iteration 30Q: 3 clusters Score -823943.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -823969.562500 Penalty: 4537.427246
	Iteration 31Q: 3 clusters Score -823969.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -823983.500000 Penalty: 4537.427246
	Iteration 32Q: 3 clusters Score -823983.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -823996.187500 Penalty: 4537.427246
	Iteration 33Q: 3 clusters Score -823996.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -824009.312500 Penalty: 4537.427246
	Iteration 34Q: 3 clusters Score -824009.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -824022.375000 Penalty: 4537.427246
	Iteration 35Q: 3 clusters Score -824022.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -824038.125000 Penalty: 4537.427246
	Iteration 36Q: 3 clusters Score -824038.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -824044.750000 Penalty: 4537.427246
	Iteration 37Q: 3 clusters Score -824044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -824053.375000 Penalty: 4537.427246
	Iteration 38Q: 3 clusters Score -824053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -824055.937500 Penalty: 4537.427246
	Iteration 39Q: 3 clusters Score -824055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -824060.437500 Penalty: 4537.427246
	Iteration 40F: 3 clusters Score -824060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -824062.125000 Penalty: 4537.427246
	Iteration 41Q: 3 clusters Score -824062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -824065.437500 Penalty: 4537.427246
	Iteration 42Q: 3 clusters Score -824065.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -824068.312500 Penalty: 4537.427246
	Iteration 43Q: 3 clusters Score -824068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -824073.437500 Penalty: 4537.427246
	Iteration 44Q: 3 clusters Score -824073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -824079.375000 Penalty: 4537.427246
	Iteration 45Q: 3 clusters Score -824079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -824082.625000 Penalty: 4537.427246
	Iteration 46Q: 3 clusters Score -824082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -824089.125000 Penalty: 4537.427246
	Iteration 47Q: 3 clusters Score -824089.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -824096.062500 Penalty: 4537.427246
	Iteration 48Q: 3 clusters Score -824096.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -824104.125000 Penalty: 4537.427246
	Iteration 49Q: 3 clusters Score -824104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -824114.062500 Penalty: 4537.427246
	Iteration 50Q: 3 clusters Score -824114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -824120.000000 Penalty: 4537.427246
	Iteration 51Q: 3 clusters Score -824120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -824127.062500 Penalty: 4537.427246
	Iteration 52Q: 3 clusters Score -824127.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -824129.250000 Penalty: 4537.427246
	Iteration 53Q: 3 clusters Score -824129.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -824133.875000 Penalty: 4537.427246
	Iteration 54Q: 3 clusters Score -824133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -824138.937500 Penalty: 4537.427246
	Iteration 55Q: 3 clusters Score -824138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -824140.250000 Penalty: 4537.427246
	Iteration 56Q: 3 clusters Score -824140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -824144.125000 Penalty: 4537.427246
	Iteration 57Q: 3 clusters Score -824144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -824146.750000 Penalty: 4537.427246
	Iteration 58Q: 3 clusters Score -824146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -824150.875000 Penalty: 4537.427246
	Iteration 59Q: 3 clusters Score -824150.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -824160.375000 Penalty: 4537.427246
	Iteration 60F: 3 clusters Score -824160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -824161.062500 Penalty: 4537.427246
	Iteration 61Q: 3 clusters Score -824161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -824162.125000 Penalty: 4537.427246
	Iteration 62Q: 3 clusters Score -824162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -824162.125000 Penalty: 4537.427246
	Iteration 63F: 3 clusters Score -824162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -468545.093750 Penalty: 2140.281006
	Iteration 0F: 2 clusters Score -468545.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -463659.968750 Penalty: 4280.562012
	Iteration 0F: 3 clusters Score -463660 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -464855.875000 Penalty: 4280.562012
	Iteration 1F: 3 clusters Score -464855.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -465078.062500 Penalty: 4280.562012
	Iteration 2F: 3 clusters Score -465078.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -465246.781250 Penalty: 4280.562012
	Iteration 3F: 3 clusters Score -465246.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -465397.468750 Penalty: 4280.562012
	Iteration 4Q: 3 clusters Score -465397.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -465530.031250 Penalty: 4280.562012
	Iteration 5Q: 3 clusters Score -465530 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -465654.281250 Penalty: 4280.562012
	Iteration 6Q: 3 clusters Score -465654.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -465777.687500 Penalty: 4280.562012
	Iteration 7Q: 3 clusters Score -465777.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -465917.562500 Penalty: 4280.562012
	Iteration 8Q: 3 clusters Score -465917.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -466023.562500 Penalty: 4280.562012
	Iteration 9Q: 3 clusters Score -466023.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -466118.281250 Penalty: 4280.562012
	Iteration 10Q: 3 clusters Score -466118.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -466243.062500 Penalty: 4280.562012
	Iteration 11Q: 3 clusters Score -466243.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -466339.750000 Penalty: 4280.562012
	Iteration 12Q: 3 clusters Score -466339.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -466431.343750 Penalty: 4280.562012
	Iteration 13Q: 3 clusters Score -466431.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -466513.500000 Penalty: 4280.562012
	Iteration 14Q: 3 clusters Score -466513.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -466585.031250 Penalty: 4280.562012
	Iteration 15Q: 3 clusters Score -466585 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -466672.531250 Penalty: 4280.562012
	Iteration 16Q: 3 clusters Score -466672.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -466768.968750 Penalty: 4280.562012
	Iteration 17Q: 3 clusters Score -466769 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -466896.687500 Penalty: 4280.562012
	Iteration 18Q: 3 clusters Score -466896.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -467027.875000 Penalty: 4280.562012
	Iteration 19Q: 3 clusters Score -467027.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -467128.468750 Penalty: 4280.562012
	Iteration 20F: 3 clusters Score -467128.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -467188.500000 Penalty: 4280.562012
	Iteration 21Q: 3 clusters Score -467188.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -467228.531250 Penalty: 4280.562012
	Iteration 22Q: 3 clusters Score -467228.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -467256.375000 Penalty: 4280.562012
	Iteration 23Q: 3 clusters Score -467256.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -467272.187500 Penalty: 4280.562012
	Iteration 24Q: 3 clusters Score -467272.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -467279.812500 Penalty: 4280.562012
	Iteration 25Q: 3 clusters Score -467279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -467284.937500 Penalty: 4280.562012
	Iteration 26Q: 3 clusters Score -467284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -467289.531250 Penalty: 4280.562012
	Iteration 27Q: 3 clusters Score -467289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -467295.000000 Penalty: 4280.562012
	Iteration 28Q: 3 clusters Score -467295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -467299.812500 Penalty: 4280.562012
	Iteration 29Q: 3 clusters Score -467299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -467302.531250 Penalty: 4280.562012
	Iteration 30Q: 3 clusters Score -467302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -467303.625000 Penalty: 4280.562012
	Iteration 31Q: 3 clusters Score -467303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -467304.343750 Penalty: 4280.562012
	Iteration 32Q: 3 clusters Score -467304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -467305.625000 Penalty: 4280.562012
	Iteration 33Q: 3 clusters Score -467305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -467304.937500 Penalty: 4280.562012
	Iteration 34Q: 3 clusters Score -467304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -467305.687500 Penalty: 4280.562012
	Iteration 35Q: 3 clusters Score -467305.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -467305.687500 Penalty: 4280.562012
	Iteration 36F: 3 clusters Score -467305.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -500336.968750 Penalty: 2186.469238
	Iteration 0F: 2 clusters Score -500337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -494738.812500 Penalty: 4372.938477
	Iteration 0F: 3 clusters Score -494738.8 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -496385.812500 Penalty: 4372.938477
	Iteration 1F: 3 clusters Score -496385.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -496760.687500 Penalty: 4372.938477
	Iteration 2F: 3 clusters Score -496760.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -497098.968750 Penalty: 4372.938477
	Iteration 3F: 3 clusters Score -497099 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -497396.968750 Penalty: 4372.938477
	Iteration 4F: 3 clusters Score -497397 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -497749.375000 Penalty: 4372.938477
	Iteration 5F: 3 clusters Score -497749.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -498064.531250 Penalty: 4372.938477
	Iteration 6F: 3 clusters Score -498064.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -498335.500000 Penalty: 4372.938477
	Iteration 7Q: 3 clusters Score -498335.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -498572.156250 Penalty: 4372.938477
	Iteration 8Q: 3 clusters Score -498572.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -498747.812500 Penalty: 4372.938477
	Iteration 9Q: 3 clusters Score -498747.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -498879.531250 Penalty: 4372.938477
	Iteration 10Q: 3 clusters Score -498879.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -498979.750000 Penalty: 4372.938477
	Iteration 11Q: 3 clusters Score -498979.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -499034.781250 Penalty: 4372.938477
	Iteration 12Q: 3 clusters Score -499034.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -499067.625000 Penalty: 4372.938477
	Iteration 13Q: 3 clusters Score -499067.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -499091.437500 Penalty: 4372.938477
	Iteration 14Q: 3 clusters Score -499091.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -499107.843750 Penalty: 4372.938477
	Iteration 15Q: 3 clusters Score -499107.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -499119.500000 Penalty: 4372.938477
	Iteration 16Q: 3 clusters Score -499119.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -499130.000000 Penalty: 4372.938477
	Iteration 17Q: 3 clusters Score -499130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -499138.593750 Penalty: 4372.938477
	Iteration 18Q: 3 clusters Score -499138.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -499144.062500 Penalty: 4372.938477
	Iteration 19Q: 3 clusters Score -499144.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -499148.375000 Penalty: 4372.938477
	Iteration 20F: 3 clusters Score -499148.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -499150.812500 Penalty: 4372.938477
	Iteration 21Q: 3 clusters Score -499150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -499151.906250 Penalty: 4372.938477
	Iteration 22Q: 3 clusters Score -499151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -499152.062500 Penalty: 4372.938477
	Iteration 23Q: 3 clusters Score -499152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -499153.750000 Penalty: 4372.938477
	Iteration 24Q: 3 clusters Score -499153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -499153.687500 Penalty: 4372.938477
	Iteration 25Q: 3 clusters Score -499153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -499154.000000 Penalty: 4372.938477
	Iteration 26Q: 3 clusters Score -499154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -499154.000000 Penalty: 4372.938477
	Iteration 27F: 3 clusters Score -499154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Entering Unmasked Estep 
Score: -524803.062500 Penalty: 2180.250977
	Iteration 0F: 2 clusters Score -524803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -519372.531250 Penalty: 4360.501953
	Iteration 0F: 3 clusters Score -519372.5 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -520863.250000 Penalty: 4360.501953
	Iteration 1F: 3 clusters Score -520863.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -521190.281250 Penalty: 4360.501953
	Iteration 2F: 3 clusters Score -521190.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -521453.593750 Penalty: 4360.501953
	Iteration 3F: 3 clusters Score -521453.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -521676.968750 Penalty: 4360.501953
	Iteration 4Q: 3 clusters Score -521677 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -521887.406250 Penalty: 4360.501953
	Iteration 5Q: 3 clusters Score -521887.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -522070.187500 Penalty: 4360.501953
	Iteration 6Q: 3 clusters Score -522070.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -522262.281250 Penalty: 4360.501953
	Iteration 7Q: 3 clusters Score -522262.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -522439.843750 Penalty: 4360.501953
	Iteration 8Q: 3 clusters Score -522439.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -522621.312500 Penalty: 4360.501953
	Iteration 9Q: 3 clusters Score -522621.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -522799.250000 Penalty: 4360.501953
	Iteration 10Q: 3 clusters Score -522799.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -522954.218750 Penalty: 4360.501953
	Iteration 11Q: 3 clusters Score -522954.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -523053.718750 Penalty: 4360.501953
	Iteration 12Q: 3 clusters Score -523053.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -523119.468750 Penalty: 4360.501953
	Iteration 13Q: 3 clusters Score -523119.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -523184.531250 Penalty: 4360.501953
	Iteration 14Q: 3 clusters Score -523184.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -523220.812500 Penalty: 4360.501953
	Iteration 15Q: 3 clusters Score -523220.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -523252.000000 Penalty: 4360.501953
	Iteration 16Q: 3 clusters Score -523252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -523283.031250 Penalty: 4360.501953
	Iteration 17Q: 3 clusters Score -523283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -523303.250000 Penalty: 4360.501953
	Iteration 18Q: 3 clusters Score -523303.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -523316.375000 Penalty: 4360.501953
	Iteration 19Q: 3 clusters Score -523316.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -523333.031250 Penalty: 4360.501953
	Iteration 20F: 3 clusters Score -523333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -523353.468750 Penalty: 4360.501953
	Iteration 21Q: 3 clusters Score -523353.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -523375.468750 Penalty: 4360.501953
	Iteration 22Q: 3 clusters Score -523375.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -523396.781250 Penalty: 4360.501953
	Iteration 23Q: 3 clusters Score -523396.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -523404.937500 Penalty: 4360.501953
	Iteration 24Q: 3 clusters Score -523404.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -523413.093750 Penalty: 4360.501953
	Iteration 25Q: 3 clusters Score -523413.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -523420.281250 Penalty: 4360.501953
	Iteration 26Q: 3 clusters Score -523420.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -523423.781250 Penalty: 4360.501953
	Iteration 27Q: 3 clusters Score -523423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -523429.375000 Penalty: 4360.501953
	Iteration 28Q: 3 clusters Score -523429.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -523435.406250 Penalty: 4360.501953
	Iteration 29Q: 3 clusters Score -523435.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -523440.343750 Penalty: 4360.501953
	Iteration 30Q: 3 clusters Score -523440.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -523444.687500 Penalty: 4360.501953
	Iteration 31Q: 3 clusters Score -523444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -523445.718750 Penalty: 4360.501953
	Iteration 32Q: 3 clusters Score -523445.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -523447.968750 Penalty: 4360.501953
	Iteration 33Q: 3 clusters Score -523448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -523450.187500 Penalty: 4360.501953
	Iteration 34Q: 3 clusters Score -523450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -523450.343750 Penalty: 4360.501953
	Iteration 35Q: 3 clusters Score -523450.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -523450.343750 Penalty: 4360.501953
	Iteration 36F: 3 clusters Score -523450.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -380870.375000 Penalty: 2097.761719
	Iteration 0F: 2 clusters Score -380870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -376487.187500 Penalty: 4195.523438
	Iteration 0F: 3 clusters Score -376487.2 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -377413.875000 Penalty: 4195.523438
	Iteration 1F: 3 clusters Score -377413.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -377656.937500 Penalty: 4195.523438
	Iteration 2F: 3 clusters Score -377656.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -377838.031250 Penalty: 4195.523438
	Iteration 3F: 3 clusters Score -377838 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -377949.000000 Penalty: 4195.523438
	Iteration 4Q: 3 clusters Score -377949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -378058.500000 Penalty: 4195.523438
	Iteration 5Q: 3 clusters Score -378058.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -378174.000000 Penalty: 4195.523438
	Iteration 6Q: 3 clusters Score -378174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -378280.500000 Penalty: 4195.523438
	Iteration 7Q: 3 clusters Score -378280.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -378375.687500 Penalty: 4195.523438
	Iteration 8Q: 3 clusters Score -378375.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -378471.875000 Penalty: 4195.523438
	Iteration 9Q: 3 clusters Score -378471.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -378547.250000 Penalty: 4195.523438
	Iteration 10Q: 3 clusters Score -378547.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -378612.687500 Penalty: 4195.523438
	Iteration 11Q: 3 clusters Score -378612.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -378680.343750 Penalty: 4195.523438
	Iteration 12Q: 3 clusters Score -378680.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -378750.375000 Penalty: 4195.523438
	Iteration 13Q: 3 clusters Score -378750.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -378809.562500 Penalty: 4195.523438
	Iteration 14Q: 3 clusters Score -378809.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -378860.562500 Penalty: 4195.523438
	Iteration 15Q: 3 clusters Score -378860.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -378901.312500 Penalty: 4195.523438
	Iteration 16Q: 3 clusters Score -378901.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -378940.593750 Penalty: 4195.523438
	Iteration 17Q: 3 clusters Score -378940.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -378983.312500 Penalty: 4195.523438
	Iteration 18Q: 3 clusters Score -378983.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -379031.406250 Penalty: 4195.523438
	Iteration 19Q: 3 clusters Score -379031.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -379075.750000 Penalty: 4195.523438
	Iteration 20F: 3 clusters Score -379075.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -379116.187500 Penalty: 4195.523438
	Iteration 21Q: 3 clusters Score -379116.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -379155.781250 Penalty: 4195.523438
	Iteration 22Q: 3 clusters Score -379155.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -379187.343750 Penalty: 4195.523438
	Iteration 23Q: 3 clusters Score -379187.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -379221.625000 Penalty: 4195.523438
	Iteration 24Q: 3 clusters Score -379221.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -379258.843750 Penalty: 4195.523438
	Iteration 25Q: 3 clusters Score -379258.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -379297.625000 Penalty: 4195.523438
	Iteration 26Q: 3 clusters Score -379297.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -379332.656250 Penalty: 4195.523438
	Iteration 27Q: 3 clusters Score -379332.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -379363.531250 Penalty: 4195.523438
	Iteration 28Q: 3 clusters Score -379363.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -379393.750000 Penalty: 4195.523438
	Iteration 29Q: 3 clusters Score -379393.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -379423.031250 Penalty: 4195.523438
	Iteration 30Q: 3 clusters Score -379423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -379438.062500 Penalty: 4195.523438
	Iteration 31Q: 3 clusters Score -379438.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -379448.906250 Penalty: 4195.523438
	Iteration 32Q: 3 clusters Score -379448.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -379466.406250 Penalty: 4195.523438
	Iteration 33Q: 3 clusters Score -379466.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -379478.843750 Penalty: 4195.523438
	Iteration 34Q: 3 clusters Score -379478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -379484.781250 Penalty: 4195.523438
	Iteration 35Q: 3 clusters Score -379484.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -379492.562500 Penalty: 4195.523438
	Iteration 36Q: 3 clusters Score -379492.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -379497.593750 Penalty: 4195.523438
	Iteration 37Q: 3 clusters Score -379497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -379502.718750 Penalty: 4195.523438
	Iteration 38Q: 3 clusters Score -379502.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -379505.906250 Penalty: 4195.523438
	Iteration 39Q: 3 clusters Score -379505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -379507.312500 Penalty: 4195.523438
	Iteration 40F: 3 clusters Score -379507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -379508.718750 Penalty: 4195.523438
	Iteration 41Q: 3 clusters Score -379508.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -379512.437500 Penalty: 4195.523438
	Iteration 42Q: 3 clusters Score -379512.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -379514.843750 Penalty: 4195.523438
	Iteration 43Q: 3 clusters Score -379514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -379517.937500 Penalty: 4195.523438
	Iteration 44Q: 3 clusters Score -379517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -379518.625000 Penalty: 4195.523438
	Iteration 45Q: 3 clusters Score -379518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -379518.875000 Penalty: 4195.523438
	Iteration 46Q: 3 clusters Score -379518.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -379519.750000 Penalty: 4195.523438
	Iteration 47Q: 3 clusters Score -379519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -379520.875000 Penalty: 4195.523438
	Iteration 48Q: 3 clusters Score -379520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -379521.062500 Penalty: 4195.523438
	Iteration 49Q: 3 clusters Score -379521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -379522.687500 Penalty: 4195.523438
	Iteration 50Q: 3 clusters Score -379522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -379523.968750 Penalty: 4195.523438
	Iteration 51Q: 3 clusters Score -379524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -379525.656250 Penalty: 4195.523438
	Iteration 52Q: 3 clusters Score -379525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -379526.906250 Penalty: 4195.523438
	Iteration 53Q: 3 clusters Score -379526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -379527.437500 Penalty: 4195.523438
	Iteration 54Q: 3 clusters Score -379527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -379527.437500 Penalty: 4195.523438
	Iteration 55F: 3 clusters Score -379527.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 20524 members 
Mstep: Class 5 contains 416126 members 
Mstep: Class 6 contains 61092 members 
Mstep: Class 7 contains 325728 members 
Mstep: Class 8 contains 25993 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 8432 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 23576 members 
Mstep: Class 17 contains 102457 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 8632 members 
Mstep: Class 21 contains 6479 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 18867 members 
Mstep: Class 24 contains 27878 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 26851 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 10708 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9396 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 6744 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 4716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006760.000000 Penalty: 132890.187500
Iteration 159Q: 39 clusters Score -1.130068e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20929 members 
Mstep: Class 4 contains 21211 members 
Mstep: Class 5 contains 416125 members 
Mstep: Class 6 contains 61088 members 
Mstep: Class 7 contains 325738 members 
Mstep: Class 8 contains 25669 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 8430 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16692 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11217 members 
Mstep: Class 16 contains 23558 members 
Mstep: Class 17 contains 102456 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 20910 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 6479 members 
Mstep: Class 22 contains 6153 members 
Mstep: Class 23 contains 18867 members 
Mstep: Class 24 contains 27881 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 26829 members 
Mstep: Class 27 contains 9513 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 10734 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9401 members 
Mstep: Class 34 contains 5613 members 
Mstep: Class 35 contains 6753 members 
Mstep: Class 36 contains 6576 members 
Mstep: Class 37 contains 4738 members 
Mstep: Class 38 contains 53877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007104.000000 Penalty: 132890.187500
Iteration 160F: 39 clusters Score -1.130071e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20929 members 
Mstep: Class 4 contains 21533 members 
Mstep: Class 5 contains 416122 members 
Mstep: Class 6 contains 61085 members 
Mstep: Class 7 contains 325763 members 
Mstep: Class 8 contains 25387 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 8427 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16664 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11215 members 
Mstep: Class 16 contains 23552 members 
Mstep: Class 17 contains 102455 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 6484 members 
Mstep: Class 22 contains 6155 members 
Mstep: Class 23 contains 18865 members 
Mstep: Class 24 contains 27885 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 26807 members 
Mstep: Class 27 contains 9514 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10182 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 10759 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9415 members 
Mstep: Class 34 contains 5618 members 
Mstep: Class 35 contains 6756 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 4738 members 
Mstep: Class 38 contains 53815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007432.000000 Penalty: 132890.187500
Iteration 161Q: 39 clusters Score -1.130074e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20930 members 
Mstep: Class 4 contains 21772 members 
Mstep: Class 5 contains 416124 members 
Mstep: Class 6 contains 61082 members 
Mstep: Class 7 contains 325781 members 
Mstep: Class 8 contains 25143 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 8425 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16638 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11212 members 
Mstep: Class 16 contains 23551 members 
Mstep: Class 17 contains 102455 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 8631 members 
Mstep: Class 21 contains 6488 members 
Mstep: Class 22 contains 6162 members 
Mstep: Class 23 contains 18865 members 
Mstep: Class 24 contains 27890 members 
Mstep: Class 25 contains 2428 members 
Mstep: Class 26 contains 26789 members 
Mstep: Class 27 contains 9518 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10181 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 10783 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 9440 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 6759 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 4718 members 
Mstep: Class 38 contains 53797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007304.000000 Penalty: 132890.187500
Iteration 162Q: 39 clusters Score -1.130073e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20931 members 
Mstep: Class 4 contains 21932 members 
Mstep: Class 5 contains 416128 members 
Mstep: Class 6 contains 61082 members 
Mstep: Class 7 contains 325814 members 
Mstep: Class 8 contains 24921 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 8422 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 102454 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 8629 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 6165 members 
Mstep: Class 23 contains 18867 members 
Mstep: Class 24 contains 27900 members 
Mstep: Class 25 contains 2429 members 
Mstep: Class 26 contains 26768 members 
Mstep: Class 27 contains 9518 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 6307 members 
Mstep: Class 31 contains 10803 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9475 members 
Mstep: Class 34 contains 5633 members 
Mstep: Class 35 contains 6761 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 4717 members 
Mstep: Class 38 contains 53796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007328.000000 Penalty: 132890.187500
Iteration 163Q: 39 clusters Score -1.130073e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 22065 members 
Mstep: Class 5 contains 416140 members 
Mstep: Class 6 contains 61078 members 
Mstep: Class 7 contains 325843 members 
Mstep: Class 8 contains 24734 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 8416 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16593 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11205 members 
Mstep: Class 16 contains 23532 members 
Mstep: Class 17 contains 102456 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 8628 members 
Mstep: Class 21 contains 6498 members 
Mstep: Class 22 contains 6164 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27910 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 26746 members 
Mstep: Class 27 contains 9520 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10825 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9504 members 
Mstep: Class 34 contains 5641 members 
Mstep: Class 35 contains 6764 members 
Mstep: Class 36 contains 6576 members 
Mstep: Class 37 contains 4725 members 
Mstep: Class 38 contains 53793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007400.000000 Penalty: 132890.187500
Iteration 164Q: 39 clusters Score -1.130074e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 22173 members 
Mstep: Class 5 contains 416139 members 
Mstep: Class 6 contains 61078 members 
Mstep: Class 7 contains 325859 members 
Mstep: Class 8 contains 24591 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 8412 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16580 members 
Mstep: Class 13 contains 15406 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 23523 members 
Mstep: Class 17 contains 102456 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 8627 members 
Mstep: Class 21 contains 6504 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 27906 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 9528 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 6302 members 
Mstep: Class 31 contains 10842 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 9526 members 
Mstep: Class 34 contains 5646 members 
Mstep: Class 35 contains 6764 members 
Mstep: Class 36 contains 6575 members 
Mstep: Class 37 contains 4730 members 
Mstep: Class 38 contains 53798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007544.000000 Penalty: 132890.187500
Iteration 165Q: 39 clusters Score -1.130075e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 22248 members 
Mstep: Class 5 contains 416134 members 
Mstep: Class 6 contains 61079 members 
Mstep: Class 7 contains 325870 members 
Mstep: Class 8 contains 24458 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 8410 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11202 members 
Mstep: Class 16 contains 23519 members 
Mstep: Class 17 contains 102457 members 
Mstep: Class 18 contains 4060 members 
Mstep: Class 19 contains 20918 members 
Mstep: Class 20 contains 8625 members 
Mstep: Class 21 contains 6508 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 18869 members 
Mstep: Class 24 contains 27905 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 26712 members 
Mstep: Class 27 contains 9535 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 10860 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9555 members 
Mstep: Class 34 contains 5649 members 
Mstep: Class 35 contains 6765 members 
Mstep: Class 36 contains 6576 members 
Mstep: Class 37 contains 4733 members 
Mstep: Class 38 contains 53800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007752.000000 Penalty: 132890.187500
Iteration 166Q: 39 clusters Score -1.130078e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 22313 members 
Mstep: Class 5 contains 416129 members 
Mstep: Class 6 contains 61078 members 
Mstep: Class 7 contains 325877 members 
Mstep: Class 8 contains 24359 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 16581 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 23503 members 
Mstep: Class 17 contains 102458 members 
Mstep: Class 18 contains 4059 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 8627 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 6169 members 
Mstep: Class 23 contains 18869 members 
Mstep: Class 24 contains 27910 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 26702 members 
Mstep: Class 27 contains 9539 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 6297 members 
Mstep: Class 31 contains 10870 members 
Mstep: Class 32 contains 11212 members 
Mstep: Class 33 contains 9584 members 
Mstep: Class 34 contains 5657 members 
Mstep: Class 35 contains 6770 members 
Mstep: Class 36 contains 6575 members 
Mstep: Class 37 contains 4741 members 
Mstep: Class 38 contains 53787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007640.000000 Penalty: 132890.187500
Iteration 167Q: 39 clusters Score -1.130076e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20936 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 416126 members 
Mstep: Class 6 contains 61077 members 
Mstep: Class 7 contains 325883 members 
Mstep: Class 8 contains 24282 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 15405 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 23491 members 
Mstep: Class 17 contains 102462 members 
Mstep: Class 18 contains 4064 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 8627 members 
Mstep: Class 21 contains 6523 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 18870 members 
Mstep: Class 24 contains 27904 members 
Mstep: Class 25 contains 2434 members 
Mstep: Class 26 contains 26686 members 
Mstep: Class 27 contains 9547 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10180 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 10879 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 9605 members 
Mstep: Class 34 contains 5663 members 
Mstep: Class 35 contains 6771 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 4750 members 
Mstep: Class 38 contains 53784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007680.000000 Penalty: 132890.187500
Iteration 168Q: 39 clusters Score -1.130077e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20935 members 
Mstep: Class 4 contains 22413 members 
Mstep: Class 5 contains 416123 members 
Mstep: Class 6 contains 61079 members 
Mstep: Class 7 contains 325891 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8408 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 15407 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 23485 members 
Mstep: Class 17 contains 102466 members 
Mstep: Class 18 contains 4065 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 8626 members 
Mstep: Class 21 contains 6527 members 
Mstep: Class 22 contains 6175 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 27903 members 
Mstep: Class 25 contains 2435 members 
Mstep: Class 26 contains 26673 members 
Mstep: Class 27 contains 9555 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10179 members 
Mstep: Class 30 contains 6282 members 
Mstep: Class 31 contains 10879 members 
Mstep: Class 32 contains 11211 members 
Mstep: Class 33 contains 9620 members 
Mstep: Class 34 contains 5669 members 
Mstep: Class 35 contains 6770 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 4759 members 
Mstep: Class 38 contains 53777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007648.000000 Penalty: 132890.187500
Iteration 169Q: 39 clusters Score -1.130076e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 22448 members 
Mstep: Class 5 contains 416125 members 
Mstep: Class 6 contains 61080 members 
Mstep: Class 7 contains 325895 members 
Mstep: Class 8 contains 24160 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8407 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 16578 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 23474 members 
Mstep: Class 17 contains 102462 members 
Mstep: Class 18 contains 4067 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 6530 members 
Mstep: Class 22 contains 6178 members 
Mstep: Class 23 contains 18874 members 
Mstep: Class 24 contains 27911 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 26664 members 
Mstep: Class 27 contains 9563 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10177 members 
Mstep: Class 30 contains 6272 members 
Mstep: Class 31 contains 10885 members 
Mstep: Class 32 contains 11212 members 
Mstep: Class 33 contains 9630 members 
Mstep: Class 34 contains 5675 members 
Mstep: Class 35 contains 6767 members 
Mstep: Class 36 contains 6577 members 
Mstep: Class 37 contains 4771 members 
Mstep: Class 38 contains 53767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007640.000000 Penalty: 132890.187500
Iteration 170Q: 39 clusters Score -1.130076e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 22481 members 
Mstep: Class 5 contains 416126 members 
Mstep: Class 6 contains 61079 members 
Mstep: Class 7 contains 325903 members 
Mstep: Class 8 contains 24107 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8404 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 16570 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 23463 members 
Mstep: Class 17 contains 102456 members 
Mstep: Class 18 contains 4068 members 
Mstep: Class 19 contains 20915 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 6532 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18876 members 
Mstep: Class 24 contains 27915 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 26648 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6266 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 11212 members 
Mstep: Class 33 contains 9647 members 
Mstep: Class 34 contains 5683 members 
Mstep: Class 35 contains 6763 members 
Mstep: Class 36 contains 6578 members 
Mstep: Class 37 contains 4778 members 
Mstep: Class 38 contains 53757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007728.000000 Penalty: 132890.187500
Iteration 171Q: 39 clusters Score -1.130077e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 22512 members 
Mstep: Class 5 contains 416118 members 
Mstep: Class 6 contains 61076 members 
Mstep: Class 7 contains 325905 members 
Mstep: Class 8 contains 24068 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8402 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 16571 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11203 members 
Mstep: Class 16 contains 23452 members 
Mstep: Class 17 contains 102458 members 
Mstep: Class 18 contains 4073 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 18877 members 
Mstep: Class 24 contains 27920 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 26636 members 
Mstep: Class 27 contains 9589 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6256 members 
Mstep: Class 31 contains 10907 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9655 members 
Mstep: Class 34 contains 5687 members 
Mstep: Class 35 contains 6762 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 4782 members 
Mstep: Class 38 contains 53756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007840.000000 Penalty: 132890.187500
Iteration 172Q: 39 clusters Score -1.130078e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20930 members 
Mstep: Class 4 contains 22528 members 
Mstep: Class 5 contains 416117 members 
Mstep: Class 6 contains 61077 members 
Mstep: Class 7 contains 325905 members 
Mstep: Class 8 contains 24031 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8402 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16570 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11202 members 
Mstep: Class 16 contains 23441 members 
Mstep: Class 17 contains 102454 members 
Mstep: Class 18 contains 4078 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 6538 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 18878 members 
Mstep: Class 24 contains 27926 members 
Mstep: Class 25 contains 2438 members 
Mstep: Class 26 contains 26625 members 
Mstep: Class 27 contains 9600 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6254 members 
Mstep: Class 31 contains 10915 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9665 members 
Mstep: Class 34 contains 5696 members 
Mstep: Class 35 contains 6762 members 
Mstep: Class 36 contains 6579 members 
Mstep: Class 37 contains 4783 members 
Mstep: Class 38 contains 53755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007880.000000 Penalty: 132890.187500
Iteration 173Q: 39 clusters Score -1.130079e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 22548 members 
Mstep: Class 5 contains 416114 members 
Mstep: Class 6 contains 61079 members 
Mstep: Class 7 contains 325903 members 
Mstep: Class 8 contains 24008 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8402 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16565 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11201 members 
Mstep: Class 16 contains 23424 members 
Mstep: Class 17 contains 102452 members 
Mstep: Class 18 contains 4084 members 
Mstep: Class 19 contains 20911 members 
Mstep: Class 20 contains 8619 members 
Mstep: Class 21 contains 6540 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 18881 members 
Mstep: Class 24 contains 27925 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 26618 members 
Mstep: Class 27 contains 9614 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6248 members 
Mstep: Class 31 contains 10916 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 9676 members 
Mstep: Class 34 contains 5701 members 
Mstep: Class 35 contains 6762 members 
Mstep: Class 36 contains 6584 members 
Mstep: Class 37 contains 4787 members 
Mstep: Class 38 contains 53751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007880.000000 Penalty: 132890.187500
Iteration 174Q: 39 clusters Score -1.130079e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 22574 members 
Mstep: Class 5 contains 416112 members 
Mstep: Class 6 contains 61081 members 
Mstep: Class 7 contains 325904 members 
Mstep: Class 8 contains 23978 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8400 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16567 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11201 members 
Mstep: Class 16 contains 23405 members 
Mstep: Class 17 contains 102450 members 
Mstep: Class 18 contains 4090 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 8613 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 18881 members 
Mstep: Class 24 contains 27930 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 26611 members 
Mstep: Class 27 contains 9617 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6235 members 
Mstep: Class 31 contains 10918 members 
Mstep: Class 32 contains 11216 members 
Mstep: Class 33 contains 9688 members 
Mstep: Class 34 contains 5706 members 
Mstep: Class 35 contains 6765 members 
Mstep: Class 36 contains 6592 members 
Mstep: Class 37 contains 4793 members 
Mstep: Class 38 contains 53742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008000.000000 Penalty: 132890.187500
Iteration 175Q: 39 clusters Score -1.13008e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 416106 members 
Mstep: Class 6 contains 61078 members 
Mstep: Class 7 contains 325907 members 
Mstep: Class 8 contains 23955 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8400 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16567 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11201 members 
Mstep: Class 16 contains 23396 members 
Mstep: Class 17 contains 102451 members 
Mstep: Class 18 contains 4092 members 
Mstep: Class 19 contains 20921 members 
Mstep: Class 20 contains 8609 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 18881 members 
Mstep: Class 24 contains 27934 members 
Mstep: Class 25 contains 2444 members 
Mstep: Class 26 contains 26600 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6220 members 
Mstep: Class 31 contains 10928 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9701 members 
Mstep: Class 34 contains 5709 members 
Mstep: Class 35 contains 6770 members 
Mstep: Class 36 contains 6598 members 
Mstep: Class 37 contains 4810 members 
Mstep: Class 38 contains 53729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007992.000000 Penalty: 132890.187500
Iteration 176Q: 39 clusters Score -1.13008e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20923 members 
Mstep: Class 4 contains 22602 members 
Mstep: Class 5 contains 416095 members 
Mstep: Class 6 contains 61076 members 
Mstep: Class 7 contains 325914 members 
Mstep: Class 8 contains 23928 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11199 members 
Mstep: Class 16 contains 23386 members 
Mstep: Class 17 contains 102446 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 20924 members 
Mstep: Class 20 contains 8607 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 6189 members 
Mstep: Class 23 contains 18883 members 
Mstep: Class 24 contains 27942 members 
Mstep: Class 25 contains 2445 members 
Mstep: Class 26 contains 26594 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6196 members 
Mstep: Class 31 contains 10934 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9707 members 
Mstep: Class 34 contains 5714 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 6605 members 
Mstep: Class 37 contains 4831 members 
Mstep: Class 38 contains 53721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007896.000000 Penalty: 132890.187500
Iteration 177Q: 39 clusters Score -1.130079e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20920 members 
Mstep: Class 4 contains 22616 members 
Mstep: Class 5 contains 416090 members 
Mstep: Class 6 contains 61071 members 
Mstep: Class 7 contains 325925 members 
Mstep: Class 8 contains 23904 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16570 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11197 members 
Mstep: Class 16 contains 23377 members 
Mstep: Class 17 contains 102446 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 20924 members 
Mstep: Class 20 contains 8605 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 18885 members 
Mstep: Class 24 contains 27945 members 
Mstep: Class 25 contains 2447 members 
Mstep: Class 26 contains 26593 members 
Mstep: Class 27 contains 9630 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10175 members 
Mstep: Class 30 contains 6187 members 
Mstep: Class 31 contains 10937 members 
Mstep: Class 32 contains 11212 members 
Mstep: Class 33 contains 9713 members 
Mstep: Class 34 contains 5715 members 
Mstep: Class 35 contains 6775 members 
Mstep: Class 36 contains 6611 members 
Mstep: Class 37 contains 4850 members 
Mstep: Class 38 contains 53707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007616.000000 Penalty: 132890.187500
Iteration 178Q: 39 clusters Score -1.130076e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20919 members 
Mstep: Class 4 contains 22641 members 
Mstep: Class 5 contains 416088 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 325923 members 
Mstep: Class 8 contains 23881 members 
Mstep: Class 9 contains 5547 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16567 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11193 members 
Mstep: Class 16 contains 23365 members 
Mstep: Class 17 contains 102443 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 20920 members 
Mstep: Class 20 contains 8603 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18889 members 
Mstep: Class 24 contains 27945 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 26587 members 
Mstep: Class 27 contains 9637 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 6169 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9722 members 
Mstep: Class 34 contains 5717 members 
Mstep: Class 35 contains 6779 members 
Mstep: Class 36 contains 6618 members 
Mstep: Class 37 contains 4870 members 
Mstep: Class 38 contains 53698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007744.000000 Penalty: 132890.187500
Iteration 179Q: 39 clusters Score -1.130077e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20917 members 
Mstep: Class 4 contains 22662 members 
Mstep: Class 5 contains 416085 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 325922 members 
Mstep: Class 8 contains 23850 members 
Mstep: Class 9 contains 5548 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 23362 members 
Mstep: Class 17 contains 102440 members 
Mstep: Class 18 contains 4113 members 
Mstep: Class 19 contains 20921 members 
Mstep: Class 20 contains 8602 members 
Mstep: Class 21 contains 6549 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 18892 members 
Mstep: Class 24 contains 27943 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 26584 members 
Mstep: Class 27 contains 9644 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 6150 members 
Mstep: Class 31 contains 10946 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9733 members 
Mstep: Class 34 contains 5718 members 
Mstep: Class 35 contains 6781 members 
Mstep: Class 36 contains 6622 members 
Mstep: Class 37 contains 4888 members 
Mstep: Class 38 contains 53689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007544.000000 Penalty: 132890.187500
Iteration 180F: 39 clusters Score -1.130075e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20912 members 
Mstep: Class 4 contains 22689 members 
Mstep: Class 5 contains 416078 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 325925 members 
Mstep: Class 8 contains 23817 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16572 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 23363 members 
Mstep: Class 17 contains 102434 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 20913 members 
Mstep: Class 20 contains 8600 members 
Mstep: Class 21 contains 6551 members 
Mstep: Class 22 contains 6181 members 
Mstep: Class 23 contains 18895 members 
Mstep: Class 24 contains 27946 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 26582 members 
Mstep: Class 27 contains 9649 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 10173 members 
Mstep: Class 30 contains 6136 members 
Mstep: Class 31 contains 10951 members 
Mstep: Class 32 contains 11215 members 
Mstep: Class 33 contains 9741 members 
Mstep: Class 34 contains 5717 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 6626 members 
Mstep: Class 37 contains 4909 members 
Mstep: Class 38 contains 53673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007760.000000 Penalty: 132890.187500
Iteration 181Q: 39 clusters Score -1.130078e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 22717 members 
Mstep: Class 5 contains 416072 members 
Mstep: Class 6 contains 61066 members 
Mstep: Class 7 contains 325926 members 
Mstep: Class 8 contains 23787 members 
Mstep: Class 9 contains 5552 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16570 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11189 members 
Mstep: Class 16 contains 23362 members 
Mstep: Class 17 contains 102431 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 8598 members 
Mstep: Class 21 contains 6554 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 18898 members 
Mstep: Class 24 contains 27948 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 26579 members 
Mstep: Class 27 contains 9652 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 10174 members 
Mstep: Class 30 contains 6126 members 
Mstep: Class 31 contains 10951 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 9744 members 
Mstep: Class 34 contains 5721 members 
Mstep: Class 35 contains 6787 members 
Mstep: Class 36 contains 6628 members 
Mstep: Class 37 contains 4928 members 
Mstep: Class 38 contains 53656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007872.000000 Penalty: 132890.187500
Iteration 182Q: 39 clusters Score -1.130079e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20908 members 
Mstep: Class 4 contains 22749 members 
Mstep: Class 5 contains 416066 members 
Mstep: Class 6 contains 61067 members 
Mstep: Class 7 contains 325928 members 
Mstep: Class 8 contains 23761 members 
Mstep: Class 9 contains 5555 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11188 members 
Mstep: Class 16 contains 23363 members 
Mstep: Class 17 contains 102430 members 
Mstep: Class 18 contains 4115 members 
Mstep: Class 19 contains 20917 members 
Mstep: Class 20 contains 8594 members 
Mstep: Class 21 contains 6555 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18901 members 
Mstep: Class 24 contains 27950 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 26578 members 
Mstep: Class 27 contains 9655 members 
Mstep: Class 28 contains 4565 members 
Mstep: Class 29 contains 10172 members 
Mstep: Class 30 contains 6120 members 
Mstep: Class 31 contains 10956 members 
Mstep: Class 32 contains 11212 members 
Mstep: Class 33 contains 9746 members 
Mstep: Class 34 contains 5721 members 
Mstep: Class 35 contains 6785 members 
Mstep: Class 36 contains 6634 members 
Mstep: Class 37 contains 4940 members 
Mstep: Class 38 contains 53636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007824.000000 Penalty: 132890.187500
Iteration 183Q: 39 clusters Score -1.130078e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 22768 members 
Mstep: Class 5 contains 416065 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 325928 members 
Mstep: Class 8 contains 23739 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 16571 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11186 members 
Mstep: Class 16 contains 23357 members 
Mstep: Class 17 contains 102431 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 20916 members 
Mstep: Class 20 contains 8589 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18903 members 
Mstep: Class 24 contains 27951 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 26577 members 
Mstep: Class 27 contains 9656 members 
Mstep: Class 28 contains 4564 members 
Mstep: Class 29 contains 10171 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 10960 members 
Mstep: Class 32 contains 11212 members 
Mstep: Class 33 contains 9750 members 
Mstep: Class 34 contains 5722 members 
Mstep: Class 35 contains 6784 members 
Mstep: Class 36 contains 6637 members 
Mstep: Class 37 contains 4961 members 
Mstep: Class 38 contains 53623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007824.000000 Penalty: 132890.187500
Iteration 184Q: 39 clusters Score -1.130078e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 22798 members 
Mstep: Class 5 contains 416058 members 
Mstep: Class 6 contains 61069 members 
Mstep: Class 7 contains 325927 members 
Mstep: Class 8 contains 23712 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16574 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11183 members 
Mstep: Class 16 contains 23350 members 
Mstep: Class 17 contains 102430 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 20917 members 
Mstep: Class 20 contains 8586 members 
Mstep: Class 21 contains 6561 members 
Mstep: Class 22 contains 6183 members 
Mstep: Class 23 contains 18904 members 
Mstep: Class 24 contains 27952 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 26570 members 
Mstep: Class 27 contains 9662 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 10169 members 
Mstep: Class 30 contains 6094 members 
Mstep: Class 31 contains 10961 members 
Mstep: Class 32 contains 11211 members 
Mstep: Class 33 contains 9752 members 
Mstep: Class 34 contains 5725 members 
Mstep: Class 35 contains 6793 members 
Mstep: Class 36 contains 6638 members 
Mstep: Class 37 contains 4980 members 
Mstep: Class 38 contains 53607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007720.000000 Penalty: 132890.187500
Iteration 185Q: 39 clusters Score -1.130077e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20909 members 
Mstep: Class 4 contains 22833 members 
Mstep: Class 5 contains 416055 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 325926 members 
Mstep: Class 8 contains 23676 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 8398 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16580 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11182 members 
Mstep: Class 16 contains 23346 members 
Mstep: Class 17 contains 102430 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 20921 members 
Mstep: Class 20 contains 8580 members 
Mstep: Class 21 contains 6565 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 18904 members 
Mstep: Class 24 contains 27953 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 26565 members 
Mstep: Class 27 contains 9660 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 10169 members 
Mstep: Class 30 contains 6083 members 
Mstep: Class 31 contains 10966 members 
Mstep: Class 32 contains 11211 members 
Mstep: Class 33 contains 9754 members 
Mstep: Class 34 contains 5725 members 
Mstep: Class 35 contains 6801 members 
Mstep: Class 36 contains 6639 members 
Mstep: Class 37 contains 4993 members 
Mstep: Class 38 contains 53599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007680.000000 Penalty: 132890.187500
Iteration 186Q: 39 clusters Score -1.130077e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 22859 members 
Mstep: Class 5 contains 416053 members 
Mstep: Class 6 contains 61069 members 
Mstep: Class 7 contains 325931 members 
Mstep: Class 8 contains 23641 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16580 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11179 members 
Mstep: Class 16 contains 23332 members 
Mstep: Class 17 contains 102429 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 20923 members 
Mstep: Class 20 contains 8574 members 
Mstep: Class 21 contains 6566 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 18902 members 
Mstep: Class 24 contains 27953 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 26563 members 
Mstep: Class 27 contains 9665 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 10170 members 
Mstep: Class 30 contains 6079 members 
Mstep: Class 31 contains 10971 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 9757 members 
Mstep: Class 34 contains 5727 members 
Mstep: Class 35 contains 6807 members 
Mstep: Class 36 contains 6640 members 
Mstep: Class 37 contains 5005 members 
Mstep: Class 38 contains 53595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007808.000000 Penalty: 132890.187500
Iteration 187Q: 39 clusters Score -1.130078e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 22875 members 
Mstep: Class 5 contains 416052 members 
Mstep: Class 6 contains 61071 members 
Mstep: Class 7 contains 325932 members 
Mstep: Class 8 contains 23612 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 8395 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16585 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11177 members 
Mstep: Class 16 contains 23308 members 
Mstep: Class 17 contains 102430 members 
Mstep: Class 18 contains 4127 members 
Mstep: Class 19 contains 20929 members 
Mstep: Class 20 contains 8568 members 
Mstep: Class 21 contains 6567 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18903 members 
Mstep: Class 24 contains 27951 members 
Mstep: Class 25 contains 2456 members 
Mstep: Class 26 contains 26562 members 
Mstep: Class 27 contains 9668 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 10167 members 
Mstep: Class 30 contains 6071 members 
Mstep: Class 31 contains 10974 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 9760 members 
Mstep: Class 34 contains 5731 members 
Mstep: Class 35 contains 6817 members 
Mstep: Class 36 contains 6640 members 
Mstep: Class 37 contains 5019 members 
Mstep: Class 38 contains 53593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007808.000000 Penalty: 132890.187500
Iteration 188Q: 39 clusters Score -1.130078e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 20913 members 
Mstep: Class 4 contains 22899 members 
Mstep: Class 5 contains 416049 members 
Mstep: Class 6 contains 61072 members 
Mstep: Class 7 contains 325936 members 
Mstep: Class 8 contains 23585 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 8395 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16590 members 
Mstep: Class 13 contains 15420 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11176 members 
Mstep: Class 16 contains 23297 members 
Mstep: Class 17 contains 102424 members 
Mstep: Class 18 contains 4131 members 
Mstep: Class 19 contains 20933 members 
Mstep: Class 20 contains 8560 members 
Mstep: Class 21 contains 6570 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 18905 members 
Mstep: Class 24 contains 27951 members 
Mstep: Class 25 contains 2457 members 
Mstep: Class 26 contains 26560 members 
Mstep: Class 27 contains 9673 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 10165 members 
Mstep: Class 30 contains 6061 members 
Mstep: Class 31 contains 10976 members 
Mstep: Class 32 contains 11211 members 
Mstep: Class 33 contains 9764 members 
Mstep: Class 34 contains 5737 members 
Mstep: Class 35 contains 6817 members 
Mstep: Class 36 contains 6639 members 
Mstep: Class 37 contains 5031 members 
Mstep: Class 38 contains 53583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007712.000000 Penalty: 132890.187500
Iteration 189Q: 39 clusters Score -1.130077e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 22926 members 
Mstep: Class 5 contains 416044 members 
Mstep: Class 6 contains 61072 members 
Mstep: Class 7 contains 325943 members 
Mstep: Class 8 contains 23554 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 8395 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16594 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11177 members 
Mstep: Class 16 contains 23281 members 
Mstep: Class 17 contains 102421 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 20934 members 
Mstep: Class 20 contains 8554 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 6185 members 
Mstep: Class 23 contains 18905 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 26553 members 
Mstep: Class 27 contains 9682 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 10164 members 
Mstep: Class 30 contains 6054 members 
Mstep: Class 31 contains 10982 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 9767 members 
Mstep: Class 34 contains 5740 members 
Mstep: Class 35 contains 6818 members 
Mstep: Class 36 contains 6637 members 
Mstep: Class 37 contains 5041 members 
Mstep: Class 38 contains 53579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007976.000000 Penalty: 132890.187500
Iteration 190Q: 39 clusters Score -1.13008e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 22945 members 
Mstep: Class 5 contains 416036 members 
Mstep: Class 6 contains 61072 members 
Mstep: Class 7 contains 325944 members 
Mstep: Class 8 contains 23536 members 
Mstep: Class 9 contains 5558 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 23277 members 
Mstep: Class 17 contains 102418 members 
Mstep: Class 18 contains 4134 members 
Mstep: Class 19 contains 20936 members 
Mstep: Class 20 contains 8545 members 
Mstep: Class 21 contains 6578 members 
Mstep: Class 22 contains 6187 members 
Mstep: Class 23 contains 18904 members 
Mstep: Class 24 contains 27952 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 26549 members 
Mstep: Class 27 contains 9690 members 
Mstep: Class 28 contains 4563 members 
Mstep: Class 29 contains 10161 members 
Mstep: Class 30 contains 6047 members 
Mstep: Class 31 contains 10980 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9774 members 
Mstep: Class 34 contains 5743 members 
Mstep: Class 35 contains 6817 members 
Mstep: Class 36 contains 6637 members 
Mstep: Class 37 contains 5057 members 
Mstep: Class 38 contains 53570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007792.000000 Penalty: 132890.187500
Iteration 191Q: 39 clusters Score -1.130078e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 20914 members 
Mstep: Class 4 contains 22963 members 
Mstep: Class 5 contains 416029 members 
Mstep: Class 6 contains 61069 members 
Mstep: Class 7 contains 325949 members 
Mstep: Class 8 contains 23513 members 
Mstep: Class 9 contains 5559 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16607 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11172 members 
Mstep: Class 16 contains 23267 members 
Mstep: Class 17 contains 102418 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 20935 members 
Mstep: Class 20 contains 8534 members 
Mstep: Class 21 contains 6587 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 18904 members 
Mstep: Class 24 contains 27956 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 26552 members 
Mstep: Class 27 contains 9698 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10158 members 
Mstep: Class 30 contains 6046 members 
Mstep: Class 31 contains 10982 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9778 members 
Mstep: Class 34 contains 5745 members 
Mstep: Class 35 contains 6812 members 
Mstep: Class 36 contains 6637 members 
Mstep: Class 37 contains 5074 members 
Mstep: Class 38 contains 53556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007840.000000 Penalty: 132890.187500
Iteration 192Q: 39 clusters Score -1.130078e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 20914 members 
Mstep: Class 4 contains 22982 members 
Mstep: Class 5 contains 416018 members 
Mstep: Class 6 contains 61067 members 
Mstep: Class 7 contains 325953 members 
Mstep: Class 8 contains 23492 members 
Mstep: Class 9 contains 5561 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11170 members 
Mstep: Class 16 contains 23255 members 
Mstep: Class 17 contains 102415 members 
Mstep: Class 18 contains 4130 members 
Mstep: Class 19 contains 20941 members 
Mstep: Class 20 contains 8529 members 
Mstep: Class 21 contains 6598 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 18906 members 
Mstep: Class 24 contains 27959 members 
Mstep: Class 25 contains 2451 members 
Mstep: Class 26 contains 26545 members 
Mstep: Class 27 contains 9709 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10155 members 
Mstep: Class 30 contains 6036 members 
Mstep: Class 31 contains 10988 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9780 members 
Mstep: Class 34 contains 5748 members 
Mstep: Class 35 contains 6809 members 
Mstep: Class 36 contains 6636 members 
Mstep: Class 37 contains 5091 members 
Mstep: Class 38 contains 53546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008008.000000 Penalty: 132890.187500
Iteration 193Q: 39 clusters Score -1.13008e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3101 members 
Mstep: Class 3 contains 20916 members 
Mstep: Class 4 contains 23004 members 
Mstep: Class 5 contains 416010 members 
Mstep: Class 6 contains 61067 members 
Mstep: Class 7 contains 325959 members 
Mstep: Class 8 contains 23468 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 16620 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11170 members 
Mstep: Class 16 contains 23247 members 
Mstep: Class 17 contains 102411 members 
Mstep: Class 18 contains 4132 members 
Mstep: Class 19 contains 20941 members 
Mstep: Class 20 contains 8520 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 6186 members 
Mstep: Class 23 contains 18906 members 
Mstep: Class 24 contains 27961 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 26535 members 
Mstep: Class 27 contains 9717 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10151 members 
Mstep: Class 30 contains 6016 members 
Mstep: Class 31 contains 10994 members 
Mstep: Class 32 contains 11211 members 
Mstep: Class 33 contains 9784 members 
Mstep: Class 34 contains 5754 members 
Mstep: Class 35 contains 6815 members 
Mstep: Class 36 contains 6636 members 
Mstep: Class 37 contains 5118 members 
Mstep: Class 38 contains 53525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007992.000000 Penalty: 132890.187500
Iteration 194Q: 39 clusters Score -1.13008e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 20913 members 
Mstep: Class 4 contains 23023 members 
Mstep: Class 5 contains 415996 members 
Mstep: Class 6 contains 61067 members 
Mstep: Class 7 contains 325967 members 
Mstep: Class 8 contains 23449 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11170 members 
Mstep: Class 16 contains 23225 members 
Mstep: Class 17 contains 102406 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 20946 members 
Mstep: Class 20 contains 8512 members 
Mstep: Class 21 contains 6621 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 18909 members 
Mstep: Class 24 contains 27961 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 26529 members 
Mstep: Class 27 contains 9730 members 
Mstep: Class 28 contains 4562 members 
Mstep: Class 29 contains 10144 members 
Mstep: Class 30 contains 5989 members 
Mstep: Class 31 contains 10996 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9787 members 
Mstep: Class 34 contains 5762 members 
Mstep: Class 35 contains 6819 members 
Mstep: Class 36 contains 6640 members 
Mstep: Class 37 contains 5142 members 
Mstep: Class 38 contains 53508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008064.000000 Penalty: 132890.187500
Iteration 195Q: 39 clusters Score -1.130081e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3112 members 
Mstep: Class 3 contains 20913 members 
Mstep: Class 4 contains 23034 members 
Mstep: Class 5 contains 415987 members 
Mstep: Class 6 contains 61069 members 
Mstep: Class 7 contains 325973 members 
Mstep: Class 8 contains 23442 members 
Mstep: Class 9 contains 5563 members 
Mstep: Class 10 contains 8396 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11168 members 
Mstep: Class 16 contains 23206 members 
Mstep: Class 17 contains 102404 members 
Mstep: Class 18 contains 4141 members 
Mstep: Class 19 contains 20953 members 
Mstep: Class 20 contains 8505 members 
Mstep: Class 21 contains 6635 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 18909 members 
Mstep: Class 24 contains 27962 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 26522 members 
Mstep: Class 27 contains 9737 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10139 members 
Mstep: Class 30 contains 5962 members 
Mstep: Class 31 contains 11002 members 
Mstep: Class 32 contains 11207 members 
Mstep: Class 33 contains 9788 members 
Mstep: Class 34 contains 5764 members 
Mstep: Class 35 contains 6831 members 
Mstep: Class 36 contains 6641 members 
Mstep: Class 37 contains 5168 members 
Mstep: Class 38 contains 53491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008168.000000 Penalty: 132890.187500
Iteration 196Q: 39 clusters Score -1.130082e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 20910 members 
Mstep: Class 4 contains 23041 members 
Mstep: Class 5 contains 415981 members 
Mstep: Class 6 contains 61071 members 
Mstep: Class 7 contains 325977 members 
Mstep: Class 8 contains 23430 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 8395 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11165 members 
Mstep: Class 16 contains 23187 members 
Mstep: Class 17 contains 102403 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 20957 members 
Mstep: Class 20 contains 8501 members 
Mstep: Class 21 contains 6643 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 18915 members 
Mstep: Class 24 contains 27964 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 26519 members 
Mstep: Class 27 contains 9744 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10131 members 
Mstep: Class 30 contains 5940 members 
Mstep: Class 31 contains 11006 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 5770 members 
Mstep: Class 35 contains 6835 members 
Mstep: Class 36 contains 6644 members 
Mstep: Class 37 contains 5201 members 
Mstep: Class 38 contains 53475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008136.000000 Penalty: 132890.187500
Iteration 197Q: 39 clusters Score -1.130081e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20907 members 
Mstep: Class 4 contains 23059 members 
Mstep: Class 5 contains 415970 members 
Mstep: Class 6 contains 61075 members 
Mstep: Class 7 contains 325979 members 
Mstep: Class 8 contains 23418 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11163 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 102404 members 
Mstep: Class 18 contains 4142 members 
Mstep: Class 19 contains 20964 members 
Mstep: Class 20 contains 8497 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 18918 members 
Mstep: Class 24 contains 27962 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 26518 members 
Mstep: Class 27 contains 9744 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10128 members 
Mstep: Class 30 contains 5909 members 
Mstep: Class 31 contains 11008 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9791 members 
Mstep: Class 34 contains 5774 members 
Mstep: Class 35 contains 6834 members 
Mstep: Class 36 contains 6645 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 53455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008216.000000 Penalty: 132890.187500
Iteration 198Q: 39 clusters Score -1.130082e+08 nChanged 181
Entering ConstructFrom: 
Score: -113008216.000000 Penalty: 132890.187500
Entering ConstructFrom: 
Trying to split cluster 1 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -279158.968750 Penalty: 2008.161743
	Iteration 0F: 2 clusters Score -279159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -275701.937500 Penalty: 4016.323486
	Iteration 0F: 3 clusters Score -275701.9 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -276418.468750 Penalty: 4016.323486
	Iteration 1F: 3 clusters Score -276418.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -276648.937500 Penalty: 4016.323486
	Iteration 2F: 3 clusters Score -276648.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -276787.687500 Penalty: 4016.323486
	Iteration 3F: 3 clusters Score -276787.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -276876.281250 Penalty: 4016.323486
	Iteration 4Q: 3 clusters Score -276876.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -276942.875000 Penalty: 4016.323486
	Iteration 5Q: 3 clusters Score -276942.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -277003.000000 Penalty: 4016.323486
	Iteration 6Q: 3 clusters Score -277003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277059.281250 Penalty: 4016.323486
	Iteration 7Q: 3 clusters Score -277059.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -277102.781250 Penalty: 4016.323486
	Iteration 8Q: 3 clusters Score -277102.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -277156.062500 Penalty: 4016.323486
	Iteration 9Q: 3 clusters Score -277156.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -277190.093750 Penalty: 4016.323486
	Iteration 10Q: 3 clusters Score -277190.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -277223.812500 Penalty: 4016.323486
	Iteration 11Q: 3 clusters Score -277223.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -277262.531250 Penalty: 4016.323486
	Iteration 12Q: 3 clusters Score -277262.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -277310.500000 Penalty: 4016.323486
	Iteration 13Q: 3 clusters Score -277310.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -277352.656250 Penalty: 4016.323486
	Iteration 14Q: 3 clusters Score -277352.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -277390.718750 Penalty: 4016.323486
	Iteration 15Q: 3 clusters Score -277390.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -277424.750000 Penalty: 4016.323486
	Iteration 16Q: 3 clusters Score -277424.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -277458.593750 Penalty: 4016.323486
	Iteration 17Q: 3 clusters Score -277458.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -277485.093750 Penalty: 4016.323486
	Iteration 18Q: 3 clusters Score -277485.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -277515.375000 Penalty: 4016.323486
	Iteration 19Q: 3 clusters Score -277515.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -277555.531250 Penalty: 4016.323486
	Iteration 20F: 3 clusters Score -277555.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -277584.531250 Penalty: 4016.323486
	Iteration 21Q: 3 clusters Score -277584.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -277611.437500 Penalty: 4016.323486
	Iteration 22Q: 3 clusters Score -277611.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -277631.125000 Penalty: 4016.323486
	Iteration 23Q: 3 clusters Score -277631.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -277651.781250 Penalty: 4016.323486
	Iteration 24Q: 3 clusters Score -277651.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -277677.031250 Penalty: 4016.323486
	Iteration 25Q: 3 clusters Score -277677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -277699.125000 Penalty: 4016.323486
	Iteration 26Q: 3 clusters Score -277699.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -277714.187500 Penalty: 4016.323486
	Iteration 27Q: 3 clusters Score -277714.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277724.250000 Penalty: 4016.323486
	Iteration 28Q: 3 clusters Score -277724.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -277733.437500 Penalty: 4016.323486
	Iteration 29Q: 3 clusters Score -277733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -277741.218750 Penalty: 4016.323486
	Iteration 30Q: 3 clusters Score -277741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -277749.781250 Penalty: 4016.323486
	Iteration 31Q: 3 clusters Score -277749.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -277757.218750 Penalty: 4016.323486
	Iteration 32Q: 3 clusters Score -277757.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -277768.187500 Penalty: 4016.323486
	Iteration 33Q: 3 clusters Score -277768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -277773.125000 Penalty: 4016.323486
	Iteration 34Q: 3 clusters Score -277773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -277776.468750 Penalty: 4016.323486
	Iteration 35Q: 3 clusters Score -277776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -277779.250000 Penalty: 4016.323486
	Iteration 36Q: 3 clusters Score -277779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -277785.281250 Penalty: 4016.323486
	Iteration 37Q: 3 clusters Score -277785.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -277789.906250 Penalty: 4016.323486
	Iteration 38Q: 3 clusters Score -277789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -277791.312500 Penalty: 4016.323486
	Iteration 39Q: 3 clusters Score -277791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -277792.187500 Penalty: 4016.323486
	Iteration 40F: 3 clusters Score -277792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Entering Unmasked Estep 
Score: -273374.468750 Penalty: 1995.464844
	Iteration 0F: 2 clusters Score -273374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -270034.250000 Penalty: 3990.929688
	Iteration 0F: 3 clusters Score -270034.2 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -270668.500000 Penalty: 3990.929688
	Iteration 1F: 3 clusters Score -270668.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -270823.343750 Penalty: 3990.929688
	Iteration 2F: 3 clusters Score -270823.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -270900.281250 Penalty: 3990.929688
	Iteration 3Q: 3 clusters Score -270900.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -270947.656250 Penalty: 3990.929688
	Iteration 4Q: 3 clusters Score -270947.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -270988.406250 Penalty: 3990.929688
	Iteration 5Q: 3 clusters Score -270988.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -271020.937500 Penalty: 3990.929688
	Iteration 6Q: 3 clusters Score -271020.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -271054.406250 Penalty: 3990.929688
	Iteration 7Q: 3 clusters Score -271054.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -271078.937500 Penalty: 3990.929688
	Iteration 8Q: 3 clusters Score -271078.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -271094.718750 Penalty: 3990.929688
	Iteration 9Q: 3 clusters Score -271094.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -271105.343750 Penalty: 3990.929688
	Iteration 10Q: 3 clusters Score -271105.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -271113.593750 Penalty: 3990.929688
	Iteration 11Q: 3 clusters Score -271113.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -271123.250000 Penalty: 3990.929688
	Iteration 12Q: 3 clusters Score -271123.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -271131.937500 Penalty: 3990.929688
	Iteration 13Q: 3 clusters Score -271131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -271139.656250 Penalty: 3990.929688
	Iteration 14Q: 3 clusters Score -271139.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -271147.875000 Penalty: 3990.929688
	Iteration 15Q: 3 clusters Score -271147.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -271159.062500 Penalty: 3990.929688
	Iteration 16Q: 3 clusters Score -271159.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -271173.343750 Penalty: 3990.929688
	Iteration 17Q: 3 clusters Score -271173.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -271185.093750 Penalty: 3990.929688
	Iteration 18Q: 3 clusters Score -271185.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -271195.000000 Penalty: 3990.929688
	Iteration 19Q: 3 clusters Score -271195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -271203.406250 Penalty: 3990.929688
	Iteration 20F: 3 clusters Score -271203.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -271212.093750 Penalty: 3990.929688
	Iteration 21Q: 3 clusters Score -271212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -271218.218750 Penalty: 3990.929688
	Iteration 22Q: 3 clusters Score -271218.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -271224.156250 Penalty: 3990.929688
	Iteration 23Q: 3 clusters Score -271224.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -271227.687500 Penalty: 3990.929688
	Iteration 24Q: 3 clusters Score -271227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -271231.812500 Penalty: 3990.929688
	Iteration 25Q: 3 clusters Score -271231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -271234.562500 Penalty: 3990.929688
	Iteration 26Q: 3 clusters Score -271234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -271236.812500 Penalty: 3990.929688
	Iteration 27Q: 3 clusters Score -271236.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -271237.593750 Penalty: 3990.929688
	Iteration 28Q: 3 clusters Score -271237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -271239.156250 Penalty: 3990.929688
	Iteration 29Q: 3 clusters Score -271239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -271241.312500 Penalty: 3990.929688
	Iteration 30Q: 3 clusters Score -271241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -271242.500000 Penalty: 3990.929688
	Iteration 31Q: 3 clusters Score -271242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -271243.406250 Penalty: 3990.929688
	Iteration 32Q: 3 clusters Score -271243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -271244.031250 Penalty: 3990.929688
	Iteration 33Q: 3 clusters Score -271244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -271244.031250 Penalty: 3990.929688
	Iteration 34F: 3 clusters Score -271244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Entering Unmasked Estep 
Score: -1796531.125000 Penalty: 2467.040283
	Iteration 0F: 2 clusters Score -1796531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1781938.750000 Penalty: 4934.080566
	Iteration 0F: 3 clusters Score -1781939 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1786964.500000 Penalty: 4934.080566
	Iteration 1F: 3 clusters Score -1786964 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1787432.250000 Penalty: 4934.080566
	Iteration 2F: 3 clusters Score -1787432 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1787860.375000 Penalty: 4934.080566
	Iteration 3Q: 3 clusters Score -1787860 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1788280.250000 Penalty: 4934.080566
	Iteration 4Q: 3 clusters Score -1788280 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1788724.125000 Penalty: 4934.080566
	Iteration 5Q: 3 clusters Score -1788724 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1789278.250000 Penalty: 4934.080566
	Iteration 6Q: 3 clusters Score -1789278 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1790016.125000 Penalty: 4934.080566
	Iteration 7F: 3 clusters Score -1790016 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1790886.500000 Penalty: 4934.080566
	Iteration 8F: 3 clusters Score -1790886 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1791726 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1792378.250000 Penalty: 4934.080566
	Iteration 10Q: 3 clusters Score -1792378 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1793088 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1793245.125000 Penalty: 4934.080566
	Iteration 13Q: 3 clusters Score -1793245 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1793338 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1793438 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1793499.625000 Penalty: 4934.080566
	Iteration 16Q: 3 clusters Score -1793500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1793549.250000 Penalty: 4934.080566
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1793598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1793632.000000 Penalty: 4934.080566
	Iteration 19Q: 3 clusters Score -1793632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1793672 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1793730 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1793800 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1793862.250000 Penalty: 4934.080566
	Iteration 23Q: 3 clusters Score -1793862 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1793908.750000 Penalty: 4934.080566
	Iteration 24Q: 3 clusters Score -1793909 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1793952.375000 Penalty: 4934.080566
	Iteration 25Q: 3 clusters Score -1793952 nChanged 151
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Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1793987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1794042.875000 Penalty: 4934.080566
	Iteration 27Q: 3 clusters Score -1794043 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1794098 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1794139.250000 Penalty: 4934.080566
	Iteration 29Q: 3 clusters Score -1794139 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1794184.875000 Penalty: 4934.080566
	Iteration 30Q: 3 clusters Score -1794185 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1794221.000000 Penalty: 4934.080566
	Iteration 31Q: 3 clusters Score -1794221 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1794256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1794280.625000 Penalty: 4934.080566
	Iteration 33Q: 3 clusters Score -1794281 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1794314.750000 Penalty: 4934.080566
	Iteration 34Q: 3 clusters Score -1794315 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1794356.000000 Penalty: 4934.080566
	Iteration 35Q: 3 clusters Score -1794356 nChanged 128
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Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1794377.000000 Penalty: 4934.080566
	Iteration 36Q: 3 clusters Score -1794377 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1794427 nChanged 161
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Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1794476 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1794525.625000 Penalty: 4934.080566
	Iteration 39Q: 3 clusters Score -1794526 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1794577 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1794633.750000 Penalty: 4934.080566
	Iteration 41Q: 3 clusters Score -1794634 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1794688 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1794744.875000 Penalty: 4934.080566
	Iteration 43Q: 3 clusters Score -1794745 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1794805.625000 Penalty: 4934.080566
	Iteration 44Q: 3 clusters Score -1794806 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1794867.250000 Penalty: 4934.080566
	Iteration 45Q: 3 clusters Score -1794867 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1794947 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1795031.625000 Penalty: 4934.080566
	Iteration 47Q: 3 clusters Score -1795032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1795102.250000 Penalty: 4934.080566
	Iteration 48Q: 3 clusters Score -1795102 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1795168.750000 Penalty: 4934.080566
	Iteration 49Q: 3 clusters Score -1795169 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1795234.250000 Penalty: 4934.080566
	Iteration 50Q: 3 clusters Score -1795234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1795282.875000 Penalty: 4934.080566
	Iteration 51Q: 3 clusters Score -1795283 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1795313.500000 Penalty: 4934.080566
	Iteration 52Q: 3 clusters Score -1795314 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1795347.250000 Penalty: 4934.080566
	Iteration 53Q: 3 clusters Score -1795347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1795372.750000 Penalty: 4934.080566
	Iteration 54Q: 3 clusters Score -1795373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1795394.625000 Penalty: 4934.080566
	Iteration 55Q: 3 clusters Score -1795395 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1795412.000000 Penalty: 4934.080566
	Iteration 56Q: 3 clusters Score -1795412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1795434.500000 Penalty: 4934.080566
	Iteration 57Q: 3 clusters Score -1795434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1795451.125000 Penalty: 4934.080566
	Iteration 58Q: 3 clusters Score -1795451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1795469.500000 Penalty: 4934.080566
	Iteration 59Q: 3 clusters Score -1795470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1795479.250000 Penalty: 4934.080566
	Iteration 60F: 3 clusters Score -1795479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1795498.875000 Penalty: 4934.080566
	Iteration 61Q: 3 clusters Score -1795499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1795514.625000 Penalty: 4934.080566
	Iteration 62Q: 3 clusters Score -1795515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1795534.500000 Penalty: 4934.080566
	Iteration 63Q: 3 clusters Score -1795534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1795550.250000 Penalty: 4934.080566
	Iteration 64Q: 3 clusters Score -1795550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1795567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1795578.000000 Penalty: 4934.080566
	Iteration 66Q: 3 clusters Score -1795578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1795601.750000 Penalty: 4934.080566
	Iteration 67Q: 3 clusters Score -1795602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1795613.125000 Penalty: 4934.080566
	Iteration 68Q: 3 clusters Score -1795613 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1795634.875000 Penalty: 4934.080566
	Iteration 69Q: 3 clusters Score -1795635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1795658.000000 Penalty: 4934.080566
	Iteration 70Q: 3 clusters Score -1795658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1795675.000000 Penalty: 4934.080566
	Iteration 71Q: 3 clusters Score -1795675 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1795699.250000 Penalty: 4934.080566
	Iteration 72Q: 3 clusters Score -1795699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1795708.750000 Penalty: 4934.080566
	Iteration 73Q: 3 clusters Score -1795709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1795721.250000 Penalty: 4934.080566
	Iteration 74Q: 3 clusters Score -1795721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1795741.375000 Penalty: 4934.080566
	Iteration 75Q: 3 clusters Score -1795741 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1795760.500000 Penalty: 4934.080566
	Iteration 76Q: 3 clusters Score -1795760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1795785.125000 Penalty: 4934.080566
	Iteration 77Q: 3 clusters Score -1795785 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1795821.625000 Penalty: 4934.080566
	Iteration 78Q: 3 clusters Score -1795822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1795837.875000 Penalty: 4934.080566
	Iteration 79Q: 3 clusters Score -1795838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1795863.875000 Penalty: 4934.080566
	Iteration 80F: 3 clusters Score -1795864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1795885.500000 Penalty: 4934.080566
	Iteration 81Q: 3 clusters Score -1795886 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1795917.750000 Penalty: 4934.080566
	Iteration 82Q: 3 clusters Score -1795918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -1795953.250000 Penalty: 4934.080566
	Iteration 83Q: 3 clusters Score -1795953 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1795976.875000 Penalty: 4934.080566
	Iteration 84Q: 3 clusters Score -1795977 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1795983.750000 Penalty: 4934.080566
	Iteration 85Q: 3 clusters Score -1795984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1795995.250000 Penalty: 4934.080566
	Iteration 86Q: 3 clusters Score -1795995 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1796004.250000 Penalty: 4934.080566
	Iteration 87Q: 3 clusters Score -1796004 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1796019.250000 Penalty: 4934.080566
	Iteration 88Q: 3 clusters Score -1796019 nChanged 38
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1796019.125000 Penalty: 4934.080566
	Iteration 89Q: 3 clusters Score -1796019 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1796028.000000 Penalty: 4934.080566
	Iteration 90Q: 3 clusters Score -1796028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1796036.625000 Penalty: 4934.080566
	Iteration 91Q: 3 clusters Score -1796037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1796035.875000 Penalty: 4934.080566
	Iteration 92Q: 3 clusters Score -1796036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1796044.875000 Penalty: 4934.080566
	Iteration 93Q: 3 clusters Score -1796045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1796051.375000 Penalty: 4934.080566
	Iteration 94Q: 3 clusters Score -1796051 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1796058.250000 Penalty: 4934.080566
	Iteration 95Q: 3 clusters Score -1796058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1796056.875000 Penalty: 4934.080566
	Iteration 96Q: 3 clusters Score -1796057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1796064.750000 Penalty: 4934.080566
	Iteration 97Q: 3 clusters Score -1796065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1796064.375000 Penalty: 4934.080566
	Iteration 98Q: 3 clusters Score -1796064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1796074.125000 Penalty: 4934.080566
	Iteration 99Q: 3 clusters Score -1796074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1796071.000000 Penalty: 4934.080566
	Iteration 100F: 3 clusters Score -1796071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1796079.625000 Penalty: 4934.080566
	Iteration 101Q: 3 clusters Score -1796080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1796082.125000 Penalty: 4934.080566
	Iteration 102Q: 3 clusters Score -1796082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1796087.500000 Penalty: 4934.080566
	Iteration 103Q: 3 clusters Score -1796088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1796094.250000 Penalty: 4934.080566
	Iteration 104Q: 3 clusters Score -1796094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1796094.000000 Penalty: 4934.080566
	Iteration 105Q: 3 clusters Score -1796094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1796098.000000 Penalty: 4934.080566
	Iteration 106Q: 3 clusters Score -1796098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1796097.625000 Penalty: 4934.080566
	Iteration 107Q: 3 clusters Score -1796098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1796095.000000 Penalty: 4934.080566
	Iteration 108Q: 3 clusters Score -1796095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1796099.875000 Penalty: 4934.080566
	Iteration 109Q: 3 clusters Score -1796100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1796096.875000 Penalty: 4934.080566
	Iteration 110Q: 3 clusters Score -1796097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1796100.625000 Penalty: 4934.080566
	Iteration 111Q: 3 clusters Score -1796101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1796102.750000 Penalty: 4934.080566
	Iteration 112Q: 3 clusters Score -1796103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1796105.750000 Penalty: 4934.080566
	Iteration 113Q: 3 clusters Score -1796106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1796110.500000 Penalty: 4934.080566
	Iteration 114Q: 3 clusters Score -1796110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1796105.375000 Penalty: 4934.080566
	Iteration 115Q: 3 clusters Score -1796105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1796112.125000 Penalty: 4934.080566
	Iteration 116Q: 3 clusters Score -1796112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1796108.250000 Penalty: 4934.080566
	Iteration 117Q: 3 clusters Score -1796108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1796112.625000 Penalty: 4934.080566
	Iteration 118Q: 3 clusters Score -1796113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1796115.250000 Penalty: 4934.080566
	Iteration 119Q: 3 clusters Score -1796115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1796116.125000 Penalty: 4934.080566
	Iteration 120F: 3 clusters Score -1796116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1796117.000000 Penalty: 4934.080566
	Iteration 121Q: 3 clusters Score -1796117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1796115.125000 Penalty: 4934.080566
	Iteration 122Q: 3 clusters Score -1796115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1796115.125000 Penalty: 4934.080566
	Iteration 123F: 3 clusters Score -1796115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Entering Unmasked Estep 
Score: -2043017.125000 Penalty: 2491.576172
	Iteration 0F: 2 clusters Score -2043017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2026869.000000 Penalty: 4983.152344
	Iteration 0F: 3 clusters Score -2026869 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2032368.625000 Penalty: 4983.152344
	Iteration 1F: 3 clusters Score -2032369 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2032705.125000 Penalty: 4983.152344
	Iteration 2Q: 3 clusters Score -2032705 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2032976.750000 Penalty: 4983.152344
	Iteration 3Q: 3 clusters Score -2032977 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2033218.750000 Penalty: 4983.152344
	Iteration 4Q: 3 clusters Score -2033219 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2033422.125000 Penalty: 4983.152344
	Iteration 5Q: 3 clusters Score -2033422 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2033624.625000 Penalty: 4983.152344
	Iteration 6Q: 3 clusters Score -2033625 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2033858.875000 Penalty: 4983.152344
	Iteration 7Q: 3 clusters Score -2033859 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2034163.500000 Penalty: 4983.152344
	Iteration 8Q: 3 clusters Score -2034164 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2034601.375000 Penalty: 4983.152344
	Iteration 9Q: 3 clusters Score -2034601 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2035235.500000 Penalty: 4983.152344
	Iteration 10Q: 3 clusters Score -2035236 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2036039.625000 Penalty: 4983.152344
	Iteration 11F: 3 clusters Score -2036040 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2037079.000000 Penalty: 4983.152344
	Iteration 12F: 3 clusters Score -2037079 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2038204.000000 Penalty: 4983.152344
	Iteration 13F: 3 clusters Score -2038204 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2039191.750000 Penalty: 4983.152344
	Iteration 14Q: 3 clusters Score -2039192 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2039891.750000 Penalty: 4983.152344
	Iteration 15Q: 3 clusters Score -2039892 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2040324.625000 Penalty: 4983.152344
	Iteration 16Q: 3 clusters Score -2040325 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2040548.375000 Penalty: 4983.152344
	Iteration 17Q: 3 clusters Score -2040548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2040670.750000 Penalty: 4983.152344
	Iteration 18Q: 3 clusters Score -2040671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2040746.625000 Penalty: 4983.152344
	Iteration 19Q: 3 clusters Score -2040747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2040790.250000 Penalty: 4983.152344
	Iteration 20F: 3 clusters Score -2040790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2040826.125000 Penalty: 4983.152344
	Iteration 21Q: 3 clusters Score -2040826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2040849.000000 Penalty: 4983.152344
	Iteration 22Q: 3 clusters Score -2040849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2040856.750000 Penalty: 4983.152344
	Iteration 23Q: 3 clusters Score -2040857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2040863.750000 Penalty: 4983.152344
	Iteration 24Q: 3 clusters Score -2040864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2040864.625000 Penalty: 4983.152344
	Iteration 25Q: 3 clusters Score -2040865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2040867.625000 Penalty: 4983.152344
	Iteration 26Q: 3 clusters Score -2040868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2040867.625000 Penalty: 4983.152344
	Iteration 27F: 3 clusters Score -2040868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (415963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415963 members 
Entering Unmasked Estep 
Score: -36730500.000000 Penalty: 3208.711182
	Iteration 0F: 2 clusters Score -3.67305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208046 members 
Mstep: Class 2 contains 207917 members 
Entering Unmasked Estep 
Score: -36450488.000000 Penalty: 6417.422363
	Iteration 0F: 3 clusters Score -3.645049e+07 nChanged 202417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205029 members 
Mstep: Class 2 contains 210934 members 
Entering Unmasked Estep 
Score: -36570552.000000 Penalty: 6417.422363
	Iteration 1F: 3 clusters Score -3.657055e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202771 members 
Mstep: Class 2 contains 213192 members 
Entering Unmasked Estep 
Score: -36572440.000000 Penalty: 6417.422363
	Iteration 2Q: 3 clusters Score -3.657244e+07 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198881 members 
Mstep: Class 2 contains 217082 members 
Entering Unmasked Estep 
Score: -36575996.000000 Penalty: 6417.422363
	Iteration 3Q: 3 clusters Score -3.6576e+07 nChanged 15259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192674 members 
Mstep: Class 2 contains 223289 members 
Entering Unmasked Estep 
Score: -36581468.000000 Penalty: 6417.422363
	Iteration 4Q: 3 clusters Score -3.658147e+07 nChanged 19429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183067 members 
Mstep: Class 2 contains 232896 members 
Entering Unmasked Estep 
Score: -36589404.000000 Penalty: 6417.422363
	Iteration 5Q: 3 clusters Score -3.65894e+07 nChanged 23982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169139 members 
Mstep: Class 2 contains 246824 members 
Entering Unmasked Estep 
Score: -36601384.000000 Penalty: 6417.422363
	Iteration 6F: 3 clusters Score -3.660138e+07 nChanged 27572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 264930 members 
Entering Unmasked Estep 
Score: -36616560.000000 Penalty: 6417.422363
	Iteration 7F: 3 clusters Score -3.661656e+07 nChanged 28966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129559 members 
Mstep: Class 2 contains 286404 members 
Entering Unmasked Estep 
Score: -36634756.000000 Penalty: 6417.422363
	Iteration 8F: 3 clusters Score -3.663476e+07 nChanged 27775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 309411 members 
Entering Unmasked Estep 
Score: -36652240.000000 Penalty: 6417.422363
	Iteration 9F: 3 clusters Score -3.665224e+07 nChanged 24425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 331718 members 
Entering Unmasked Estep 
Score: -36667864.000000 Penalty: 6417.422363
	Iteration 10F: 3 clusters Score -3.666786e+07 nChanged 20950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 352120 members 
Entering Unmasked Estep 
Score: -36681904.000000 Penalty: 6417.422363
	Iteration 11F: 3 clusters Score -3.66819e+07 nChanged 18076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 370146 members 
Entering Unmasked Estep 
Score: -36694008.000000 Penalty: 6417.422363
	Iteration 12Q: 3 clusters Score -3.669401e+07 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 385342 members 
Entering Unmasked Estep 
Score: -36705056.000000 Penalty: 6417.422363
	Iteration 13Q: 3 clusters Score -3.670506e+07 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 397140 members 
Entering Unmasked Estep 
Score: -36713920.000000 Penalty: 6417.422363
	Iteration 14Q: 3 clusters Score -3.671392e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 405366 members 
Entering Unmasked Estep 
Score: -36720364.000000 Penalty: 6417.422363
	Iteration 15Q: 3 clusters Score -3.672036e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 410285 members 
Entering Unmasked Estep 
Score: -36724052.000000 Penalty: 6417.422363
	Iteration 16Q: 3 clusters Score -3.672405e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 412746 members 
Entering Unmasked Estep 
Score: -36725892.000000 Penalty: 6417.422363
	Iteration 17Q: 3 clusters Score -3.672589e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 413908 members 
Entering Unmasked Estep 
Score: -36726696.000000 Penalty: 6417.422363
	Iteration 18Q: 3 clusters Score -3.67267e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 414423 members 
Entering Unmasked Estep 
Score: -36727176.000000 Penalty: 6417.422363
	Iteration 19Q: 3 clusters Score -3.672718e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 414694 members 
Entering Unmasked Estep 
Score: -36727332.000000 Penalty: 6417.422363
	Iteration 20F: 3 clusters Score -3.672733e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 414843 members 
Entering Unmasked Estep 
Score: -36727516.000000 Penalty: 6417.422363
	Iteration 21Q: 3 clusters Score -3.672752e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 414933 members 
Entering Unmasked Estep 
Score: -36727656.000000 Penalty: 6417.422363
	Iteration 22Q: 3 clusters Score -3.672766e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 414990 members 
Entering Unmasked Estep 
Score: -36727732.000000 Penalty: 6417.422363
	Iteration 23Q: 3 clusters Score -3.672773e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 415032 members 
Entering Unmasked Estep 
Score: -36727828.000000 Penalty: 6417.422363
	Iteration 24Q: 3 clusters Score -3.672783e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 415067 members 
Entering Unmasked Estep 
Score: -36727828.000000 Penalty: 6417.422363
	Iteration 25Q: 3 clusters Score -3.672783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 415094 members 
Entering Unmasked Estep 
Score: -36727816.000000 Penalty: 6417.422363
	Iteration 26Q: 3 clusters Score -3.672782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 415111 members 
Entering Unmasked Estep 
Score: -36727864.000000 Penalty: 6417.422363
	Iteration 27Q: 3 clusters Score -3.672786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 415113 members 
Entering Unmasked Estep 
Score: -36727848.000000 Penalty: 6417.422363
	Iteration 28Q: 3 clusters Score -3.672785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 415113 members 
Entering Unmasked Estep 
Score: -36727876.000000 Penalty: 6417.422363
	Iteration 29Q: 3 clusters Score -3.672788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 415119 members 
Entering Unmasked Estep 
Score: -36727912.000000 Penalty: 6417.422363
	Iteration 30Q: 3 clusters Score -3.672791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 415119 members 
Entering Unmasked Estep 
Score: -36727916.000000 Penalty: 6417.422363
	Iteration 31Q: 3 clusters Score -3.672792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 415120 members 
Entering Unmasked Estep 
Score: -36727900.000000 Penalty: 6417.422363
	Iteration 32Q: 3 clusters Score -3.67279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 415125 members 
Entering Unmasked Estep 
Score: -36727924.000000 Penalty: 6417.422363
	Iteration 33Q: 3 clusters Score -3.672792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 415131 members 
Entering Unmasked Estep 
Score: -36727920.000000 Penalty: 6417.422363
	Iteration 34Q: 3 clusters Score -3.672792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 415136 members 
Entering Unmasked Estep 
Score: -36727936.000000 Penalty: 6417.422363
	Iteration 35Q: 3 clusters Score -3.672794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 415139 members 
Entering Unmasked Estep 
Score: -36727948.000000 Penalty: 6417.422363
	Iteration 36Q: 3 clusters Score -3.672795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 415139 members 
Entering Unmasked Estep 
Score: -36727952.000000 Penalty: 6417.422363
	Iteration 37Q: 3 clusters Score -3.672795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 415141 members 
Entering Unmasked Estep 
Score: -36727944.000000 Penalty: 6417.422363
	Iteration 38Q: 3 clusters Score -3.672794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 415140 members 
Entering Unmasked Estep 
Score: -36727960.000000 Penalty: 6417.422363
	Iteration 39Q: 3 clusters Score -3.672796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 415144 members 
Entering Unmasked Estep 
Score: -36728000.000000 Penalty: 6417.422363
	Iteration 40F: 3 clusters Score -3.6728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 415146 members 
Entering Unmasked Estep 
Score: -36727984.000000 Penalty: 6417.422363
	Iteration 41Q: 3 clusters Score -3.672798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 415148 members 
Entering Unmasked Estep 
Score: -36728000.000000 Penalty: 6417.422363
	Iteration 42Q: 3 clusters Score -3.6728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 415149 members 
Entering Unmasked Estep 
Score: -36728004.000000 Penalty: 6417.422363
	Iteration 43Q: 3 clusters Score -3.6728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 415149 members 
Entering Unmasked Estep 
Score: -36728004.000000 Penalty: 6417.422363
	Iteration 44F: 3 clusters Score -3.6728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Entering Unmasked Estep 
Score: -5427084.000000 Penalty: 2732.916504
	Iteration 0F: 2 clusters Score -5427084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5386099.500000 Penalty: 5465.833008
	Iteration 0F: 3 clusters Score -5386100 nChanged 28497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -5402072.500000 Penalty: 5465.833008
	Iteration 1F: 3 clusters Score -5402072 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5402742.500000 Penalty: 5465.833008
	Iteration 2Q: 3 clusters Score -5402742 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -5403506.500000 Penalty: 5465.833008
	Iteration 3Q: 3 clusters Score -5403506 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -5404380.500000 Penalty: 5465.833008
	Iteration 4Q: 3 clusters Score -5404380 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5405495.000000 Penalty: 5465.833008
	Iteration 5Q: 3 clusters Score -5405495 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5406901.000000 Penalty: 5465.833008
	Iteration 6Q: 3 clusters Score -5406901 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5408741.000000 Penalty: 5465.833008
	Iteration 7F: 3 clusters Score -5408741 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5411168.500000 Penalty: 5465.833008
	Iteration 8F: 3 clusters Score -5411168 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5413897.000000 Penalty: 5465.833008
	Iteration 9F: 3 clusters Score -5413897 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -5416022.000000 Penalty: 5465.833008
	Iteration 10F: 3 clusters Score -5416022 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -5417172.500000 Penalty: 5465.833008
	Iteration 11Q: 3 clusters Score -5417172 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5417815.000000 Penalty: 5465.833008
	Iteration 12Q: 3 clusters Score -5417815 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -5418351.500000 Penalty: 5465.833008
	Iteration 13Q: 3 clusters Score -5418352 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -5418940.500000 Penalty: 5465.833008
	Iteration 14Q: 3 clusters Score -5418940 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -5419453.000000 Penalty: 5465.833008
	Iteration 15Q: 3 clusters Score -5419453 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -5419956.500000 Penalty: 5465.833008
	Iteration 16Q: 3 clusters Score -5419956 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5420360.500000 Penalty: 5465.833008
	Iteration 17Q: 3 clusters Score -5420360 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5420728.500000 Penalty: 5465.833008
	Iteration 18Q: 3 clusters Score -5420728 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5421050.000000 Penalty: 5465.833008
	Iteration 19Q: 3 clusters Score -5421050 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -5421331.000000 Penalty: 5465.833008
	Iteration 20F: 3 clusters Score -5421331 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -5421575.500000 Penalty: 5465.833008
	Iteration 21Q: 3 clusters Score -5421576 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5421747.000000 Penalty: 5465.833008
	Iteration 22Q: 3 clusters Score -5421747 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -5421944.000000 Penalty: 5465.833008
	Iteration 23Q: 3 clusters Score -5421944 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -5422153.000000 Penalty: 5465.833008
	Iteration 24Q: 3 clusters Score -5422153 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -5422339.500000 Penalty: 5465.833008
	Iteration 25Q: 3 clusters Score -5422340 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5422519.500000 Penalty: 5465.833008
	Iteration 26Q: 3 clusters Score -5422520 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -5422710.500000 Penalty: 5465.833008
	Iteration 27Q: 3 clusters Score -5422710 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -5422890.000000 Penalty: 5465.833008
	Iteration 28Q: 3 clusters Score -5422890 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -5423053.500000 Penalty: 5465.833008
	Iteration 29Q: 3 clusters Score -5423054 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5423224.500000 Penalty: 5465.833008
	Iteration 30Q: 3 clusters Score -5423224 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5423352.500000 Penalty: 5465.833008
	Iteration 31Q: 3 clusters Score -5423352 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -5423492.500000 Penalty: 5465.833008
	Iteration 32Q: 3 clusters Score -5423492 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -5423591.000000 Penalty: 5465.833008
	Iteration 33Q: 3 clusters Score -5423591 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5423700.500000 Penalty: 5465.833008
	Iteration 34Q: 3 clusters Score -5423700 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -5423837.500000 Penalty: 5465.833008
	Iteration 35Q: 3 clusters Score -5423838 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -5423932.500000 Penalty: 5465.833008
	Iteration 36Q: 3 clusters Score -5423932 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5424006.000000 Penalty: 5465.833008
	Iteration 37Q: 3 clusters Score -5424006 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -5424096.000000 Penalty: 5465.833008
	Iteration 38Q: 3 clusters Score -5424096 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5424161.500000 Penalty: 5465.833008
	Iteration 39Q: 3 clusters Score -5424162 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5424237.000000 Penalty: 5465.833008
	Iteration 40F: 3 clusters Score -5424237 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -5424283.500000 Penalty: 5465.833008
	Iteration 41Q: 3 clusters Score -5424284 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5424330.000000 Penalty: 5465.833008
	Iteration 42Q: 3 clusters Score -5424330 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5424373.000000 Penalty: 5465.833008
	Iteration 43Q: 3 clusters Score -5424373 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5424434.000000 Penalty: 5465.833008
	Iteration 44Q: 3 clusters Score -5424434 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5424467.000000 Penalty: 5465.833008
	Iteration 45Q: 3 clusters Score -5424467 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5424502.000000 Penalty: 5465.833008
	Iteration 46Q: 3 clusters Score -5424502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5424547.000000 Penalty: 5465.833008
	Iteration 47Q: 3 clusters Score -5424547 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5424583.000000 Penalty: 5465.833008
	Iteration 48Q: 3 clusters Score -5424583 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5424634.000000 Penalty: 5465.833008
	Iteration 49Q: 3 clusters Score -5424634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5424648.500000 Penalty: 5465.833008
	Iteration 50Q: 3 clusters Score -5424648 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5424672.500000 Penalty: 5465.833008
	Iteration 51Q: 3 clusters Score -5424672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5424709.000000 Penalty: 5465.833008
	Iteration 52Q: 3 clusters Score -5424709 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5424731.000000 Penalty: 5465.833008
	Iteration 53Q: 3 clusters Score -5424731 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5424748.500000 Penalty: 5465.833008
	Iteration 54Q: 3 clusters Score -5424748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5424748.000000 Penalty: 5465.833008
	Iteration 55Q: 3 clusters Score -5424748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5424743.000000 Penalty: 5465.833008
	Iteration 56Q: 3 clusters Score -5424743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5424766.000000 Penalty: 5465.833008
	Iteration 57Q: 3 clusters Score -5424766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5424779.500000 Penalty: 5465.833008
	Iteration 58Q: 3 clusters Score -5424780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5424795.000000 Penalty: 5465.833008
	Iteration 59Q: 3 clusters Score -5424795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5424793.500000 Penalty: 5465.833008
	Iteration 60F: 3 clusters Score -5424794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5424813.000000 Penalty: 5465.833008
	Iteration 61Q: 3 clusters Score -5424813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5424821.500000 Penalty: 5465.833008
	Iteration 62Q: 3 clusters Score -5424822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5424821.000000 Penalty: 5465.833008
	Iteration 63Q: 3 clusters Score -5424821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5424831.500000 Penalty: 5465.833008
	Iteration 64Q: 3 clusters Score -5424832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5424844.000000 Penalty: 5465.833008
	Iteration 65Q: 3 clusters Score -5424844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5424848.500000 Penalty: 5465.833008
	Iteration 66Q: 3 clusters Score -5424848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5424844.500000 Penalty: 5465.833008
	Iteration 67Q: 3 clusters Score -5424844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5424856.500000 Penalty: 5465.833008
	Iteration 68Q: 3 clusters Score -5424856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5424869.500000 Penalty: 5465.833008
	Iteration 69Q: 3 clusters Score -5424870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5424869.000000 Penalty: 5465.833008
	Iteration 70Q: 3 clusters Score -5424869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5424873.000000 Penalty: 5465.833008
	Iteration 71Q: 3 clusters Score -5424873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5424881.500000 Penalty: 5465.833008
	Iteration 72Q: 3 clusters Score -5424882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5424879.500000 Penalty: 5465.833008
	Iteration 73Q: 3 clusters Score -5424880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5424881.000000 Penalty: 5465.833008
	Iteration 74Q: 3 clusters Score -5424881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5424886.500000 Penalty: 5465.833008
	Iteration 75Q: 3 clusters Score -5424886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5424895.500000 Penalty: 5465.833008
	Iteration 76Q: 3 clusters Score -5424896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5424902.500000 Penalty: 5465.833008
	Iteration 77Q: 3 clusters Score -5424902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5424901.000000 Penalty: 5465.833008
	Iteration 78Q: 3 clusters Score -5424901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5424897.500000 Penalty: 5465.833008
	Iteration 79Q: 3 clusters Score -5424898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5424900.000000 Penalty: 5465.833008
	Iteration 80F: 3 clusters Score -5424900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5424907.500000 Penalty: 5465.833008
	Iteration 81Q: 3 clusters Score -5424908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5424908.000000 Penalty: 5465.833008
	Iteration 82Q: 3 clusters Score -5424908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5424908.000000 Penalty: 5465.833008
	Iteration 83F: 3 clusters Score -5424908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (325983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325983 members 
Entering Unmasked Estep 
Score: -28792822.000000 Penalty: 3148.260742
	Iteration 0F: 2 clusters Score -2.879282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162863 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -28574524.000000 Penalty: 6296.521484
	Iteration 0F: 3 clusters Score -2.857452e+07 nChanged 158180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163267 members 
Mstep: Class 2 contains 162716 members 
Entering Unmasked Estep 
Score: -28667298.000000 Penalty: 6296.521484
	Iteration 1F: 3 clusters Score -2.86673e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163545 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -28669000.000000 Penalty: 6296.521484
	Iteration 2Q: 3 clusters Score -2.8669e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 161823 members 
Entering Unmasked Estep 
Score: -28671298.000000 Penalty: 6296.521484
	Iteration 3Q: 3 clusters Score -2.86713e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -28674654.000000 Penalty: 6296.521484
	Iteration 4Q: 3 clusters Score -2.867465e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 158532 members 
Entering Unmasked Estep 
Score: -28679190.000000 Penalty: 6296.521484
	Iteration 5Q: 3 clusters Score -2.867919e+07 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170473 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -28685290.000000 Penalty: 6296.521484
	Iteration 6Q: 3 clusters Score -2.868529e+07 nChanged 16924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174341 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -28692292.000000 Penalty: 6296.521484
	Iteration 7F: 3 clusters Score -2.869229e+07 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -28699458.000000 Penalty: 6296.521484
	Iteration 8F: 3 clusters Score -2.869946e+07 nChanged 16360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183429 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -28705532.000000 Penalty: 6296.521484
	Iteration 9F: 3 clusters Score -2.870553e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187927 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -28711142.000000 Penalty: 6296.521484
	Iteration 10Q: 3 clusters Score -2.871114e+07 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191988 members 
Mstep: Class 2 contains 133995 members 
Entering Unmasked Estep 
Score: -28715768.000000 Penalty: 6296.521484
	Iteration 11Q: 3 clusters Score -2.871577e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195649 members 
Mstep: Class 2 contains 130334 members 
Entering Unmasked Estep 
Score: -28719658.000000 Penalty: 6296.521484
	Iteration 12Q: 3 clusters Score -2.871966e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199218 members 
Mstep: Class 2 contains 126765 members 
Entering Unmasked Estep 
Score: -28723428.000000 Penalty: 6296.521484
	Iteration 13Q: 3 clusters Score -2.872343e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202681 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -28727718.000000 Penalty: 6296.521484
	Iteration 14Q: 3 clusters Score -2.872772e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206071 members 
Mstep: Class 2 contains 119912 members 
Entering Unmasked Estep 
Score: -28733390.000000 Penalty: 6296.521484
	Iteration 15Q: 3 clusters Score -2.873339e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209506 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -28741806.000000 Penalty: 6296.521484
	Iteration 16Q: 3 clusters Score -2.874181e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212711 members 
Mstep: Class 2 contains 113272 members 
Entering Unmasked Estep 
Score: -28752016.000000 Penalty: 6296.521484
	Iteration 17Q: 3 clusters Score -2.875202e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215474 members 
Mstep: Class 2 contains 110509 members 
Entering Unmasked Estep 
Score: -28759724.000000 Penalty: 6296.521484
	Iteration 18Q: 3 clusters Score -2.875972e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218076 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
Score: -28763322.000000 Penalty: 6296.521484
	Iteration 19Q: 3 clusters Score -2.876332e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220751 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -28764606.000000 Penalty: 6296.521484
	Iteration 20F: 3 clusters Score -2.876461e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223430 members 
Mstep: Class 2 contains 102553 members 
Entering Unmasked Estep 
Score: -28765378.000000 Penalty: 6296.521484
	Iteration 21Q: 3 clusters Score -2.876538e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226038 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -28765958.000000 Penalty: 6296.521484
	Iteration 22Q: 3 clusters Score -2.876596e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228530 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
Score: -28766572.000000 Penalty: 6296.521484
	Iteration 23Q: 3 clusters Score -2.876657e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230992 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -28767024.000000 Penalty: 6296.521484
	Iteration 24Q: 3 clusters Score -2.876702e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233454 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -28767490.000000 Penalty: 6296.521484
	Iteration 25Q: 3 clusters Score -2.876749e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235828 members 
Mstep: Class 2 contains 90155 members 
Entering Unmasked Estep 
Score: -28767762.000000 Penalty: 6296.521484
	Iteration 26Q: 3 clusters Score -2.876776e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238139 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -28768154.000000 Penalty: 6296.521484
	Iteration 27Q: 3 clusters Score -2.876815e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240405 members 
Mstep: Class 2 contains 85578 members 
Entering Unmasked Estep 
Score: -28768502.000000 Penalty: 6296.521484
	Iteration 28Q: 3 clusters Score -2.87685e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242746 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -28768840.000000 Penalty: 6296.521484
	Iteration 29Q: 3 clusters Score -2.876884e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245117 members 
Mstep: Class 2 contains 80866 members 
Entering Unmasked Estep 
Score: -28769104.000000 Penalty: 6296.521484
	Iteration 30Q: 3 clusters Score -2.87691e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247509 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -28769502.000000 Penalty: 6296.521484
	Iteration 31Q: 3 clusters Score -2.87695e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249953 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -28769894.000000 Penalty: 6296.521484
	Iteration 32Q: 3 clusters Score -2.876989e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252323 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -28770364.000000 Penalty: 6296.521484
	Iteration 33Q: 3 clusters Score -2.877036e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254777 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -28770852.000000 Penalty: 6296.521484
	Iteration 34Q: 3 clusters Score -2.877085e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257124 members 
Mstep: Class 2 contains 68859 members 
Entering Unmasked Estep 
Score: -28771314.000000 Penalty: 6296.521484
	Iteration 35Q: 3 clusters Score -2.877131e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259553 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -28771790.000000 Penalty: 6296.521484
	Iteration 36Q: 3 clusters Score -2.877179e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262020 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -28772226.000000 Penalty: 6296.521484
	Iteration 37Q: 3 clusters Score -2.877223e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264483 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -28772702.000000 Penalty: 6296.521484
	Iteration 38Q: 3 clusters Score -2.87727e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266907 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -28773212.000000 Penalty: 6296.521484
	Iteration 39Q: 3 clusters Score -2.877321e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269372 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -28773704.000000 Penalty: 6296.521484
	Iteration 40F: 3 clusters Score -2.87737e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271784 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -28774220.000000 Penalty: 6296.521484
	Iteration 41Q: 3 clusters Score -2.877422e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274273 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -28774742.000000 Penalty: 6296.521484
	Iteration 42Q: 3 clusters Score -2.877474e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276785 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -28775548.000000 Penalty: 6296.521484
	Iteration 43Q: 3 clusters Score -2.877555e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279323 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -28776184.000000 Penalty: 6296.521484
	Iteration 44Q: 3 clusters Score -2.877618e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281783 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -28776792.000000 Penalty: 6296.521484
	Iteration 45Q: 3 clusters Score -2.877679e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284195 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -28777460.000000 Penalty: 6296.521484
	Iteration 46Q: 3 clusters Score -2.877746e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286571 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -28778246.000000 Penalty: 6296.521484
	Iteration 47Q: 3 clusters Score -2.877825e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288870 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -28778676.000000 Penalty: 6296.521484
	Iteration 48Q: 3 clusters Score -2.877868e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291115 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -28779270.000000 Penalty: 6296.521484
	Iteration 49Q: 3 clusters Score -2.877927e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293346 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -28779848.000000 Penalty: 6296.521484
	Iteration 50Q: 3 clusters Score -2.877985e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295529 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -28780538.000000 Penalty: 6296.521484
	Iteration 51Q: 3 clusters Score -2.878054e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297615 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -28781112.000000 Penalty: 6296.521484
	Iteration 52Q: 3 clusters Score -2.878111e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299699 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -28781546.000000 Penalty: 6296.521484
	Iteration 53Q: 3 clusters Score -2.878155e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301796 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -28782230.000000 Penalty: 6296.521484
	Iteration 54Q: 3 clusters Score -2.878223e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303882 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -28783032.000000 Penalty: 6296.521484
	Iteration 55Q: 3 clusters Score -2.878303e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305814 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -28783510.000000 Penalty: 6296.521484
	Iteration 56Q: 3 clusters Score -2.878351e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307599 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -28783922.000000 Penalty: 6296.521484
	Iteration 57Q: 3 clusters Score -2.878392e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309279 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -28784314.000000 Penalty: 6296.521484
	Iteration 58Q: 3 clusters Score -2.878431e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310882 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -28784952.000000 Penalty: 6296.521484
	Iteration 59Q: 3 clusters Score -2.878495e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312444 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -28785404.000000 Penalty: 6296.521484
	Iteration 60F: 3 clusters Score -2.87854e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313861 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -28785858.000000 Penalty: 6296.521484
	Iteration 61Q: 3 clusters Score -2.878586e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315178 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -28786410.000000 Penalty: 6296.521484
	Iteration 62Q: 3 clusters Score -2.878641e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316422 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -28786862.000000 Penalty: 6296.521484
	Iteration 63Q: 3 clusters Score -2.878686e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317593 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -28787174.000000 Penalty: 6296.521484
	Iteration 64Q: 3 clusters Score -2.878717e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318612 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -28787436.000000 Penalty: 6296.521484
	Iteration 65Q: 3 clusters Score -2.878744e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319515 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -28787904.000000 Penalty: 6296.521484
	Iteration 66Q: 3 clusters Score -2.87879e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320364 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -28788282.000000 Penalty: 6296.521484
	Iteration 67Q: 3 clusters Score -2.878828e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321104 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -28788512.000000 Penalty: 6296.521484
	Iteration 68Q: 3 clusters Score -2.878851e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321722 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -28788774.000000 Penalty: 6296.521484
	Iteration 69Q: 3 clusters Score -2.878877e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322225 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -28788910.000000 Penalty: 6296.521484
	Iteration 70Q: 3 clusters Score -2.878891e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322660 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -28789112.000000 Penalty: 6296.521484
	Iteration 71Q: 3 clusters Score -2.878911e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323013 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -28789278.000000 Penalty: 6296.521484
	Iteration 72Q: 3 clusters Score -2.878928e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323342 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -28789412.000000 Penalty: 6296.521484
	Iteration 73Q: 3 clusters Score -2.878941e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323604 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -28789492.000000 Penalty: 6296.521484
	Iteration 74Q: 3 clusters Score -2.878949e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323814 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -28789582.000000 Penalty: 6296.521484
	Iteration 75Q: 3 clusters Score -2.878958e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323992 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -28789640.000000 Penalty: 6296.521484
	Iteration 76Q: 3 clusters Score -2.878964e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324147 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -28789722.000000 Penalty: 6296.521484
	Iteration 77Q: 3 clusters Score -2.878972e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324263 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -28789800.000000 Penalty: 6296.521484
	Iteration 78Q: 3 clusters Score -2.87898e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324356 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -28789810.000000 Penalty: 6296.521484
	Iteration 79Q: 3 clusters Score -2.878981e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324447 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -28789894.000000 Penalty: 6296.521484
	Iteration 80F: 3 clusters Score -2.878989e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324521 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -28789940.000000 Penalty: 6296.521484
	Iteration 81Q: 3 clusters Score -2.878994e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324598 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -28789984.000000 Penalty: 6296.521484
	Iteration 82Q: 3 clusters Score -2.878998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324666 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -28790016.000000 Penalty: 6296.521484
	Iteration 83Q: 3 clusters Score -2.879002e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324719 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -28790040.000000 Penalty: 6296.521484
	Iteration 84Q: 3 clusters Score -2.879004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324767 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -28790056.000000 Penalty: 6296.521484
	Iteration 85Q: 3 clusters Score -2.879006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324801 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -28790074.000000 Penalty: 6296.521484
	Iteration 86Q: 3 clusters Score -2.879007e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324831 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -28790072.000000 Penalty: 6296.521484
	Iteration 87Q: 3 clusters Score -2.879007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324857 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -28790098.000000 Penalty: 6296.521484
	Iteration 88Q: 3 clusters Score -2.87901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324879 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -28790094.000000 Penalty: 6296.521484
	Iteration 89Q: 3 clusters Score -2.879009e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324897 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -28790126.000000 Penalty: 6296.521484
	Iteration 90Q: 3 clusters Score -2.879013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324908 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -28790122.000000 Penalty: 6296.521484
	Iteration 91Q: 3 clusters Score -2.879012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324925 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -28790140.000000 Penalty: 6296.521484
	Iteration 92Q: 3 clusters Score -2.879014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324938 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -28790134.000000 Penalty: 6296.521484
	Iteration 93Q: 3 clusters Score -2.879013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324951 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -28790136.000000 Penalty: 6296.521484
	Iteration 94Q: 3 clusters Score -2.879014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324960 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -28790142.000000 Penalty: 6296.521484
	Iteration 95Q: 3 clusters Score -2.879014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324968 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -28790140.000000 Penalty: 6296.521484
	Iteration 96Q: 3 clusters Score -2.879014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324977 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -28790142.000000 Penalty: 6296.521484
	Iteration 97Q: 3 clusters Score -2.879014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324974 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -28790164.000000 Penalty: 6296.521484
	Iteration 98Q: 3 clusters Score -2.879016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324977 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -28790132.000000 Penalty: 6296.521484
	Iteration 99Q: 3 clusters Score -2.879013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324979 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -28790142.000000 Penalty: 6296.521484
	Iteration 100F: 3 clusters Score -2.879014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324981 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -28790148.000000 Penalty: 6296.521484
	Iteration 101Q: 3 clusters Score -2.879015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324984 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -28790152.000000 Penalty: 6296.521484
	Iteration 102Q: 3 clusters Score -2.879015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324986 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -28790150.000000 Penalty: 6296.521484
	Iteration 103Q: 3 clusters Score -2.879015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324987 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -28790146.000000 Penalty: 6296.521484
	Iteration 104Q: 3 clusters Score -2.879015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324987 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -28790146.000000 Penalty: 6296.521484
	Iteration 105F: 3 clusters Score -2.879015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Entering Unmasked Estep 
Score: -2053235.125000 Penalty: 2495.086670
	Iteration 0F: 2 clusters Score -2053235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2036925.125000 Penalty: 4990.173340
	Iteration 0F: 3 clusters Score -2036925 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2042708.125000 Penalty: 4990.173340
	Iteration 1F: 3 clusters Score -2042708 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2043206.625000 Penalty: 4990.173340
	Iteration 2F: 3 clusters Score -2043207 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2043645.000000 Penalty: 4990.173340
	Iteration 3Q: 3 clusters Score -2043645 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2044037.375000 Penalty: 4990.173340
	Iteration 4Q: 3 clusters Score -2044037 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2044415.375000 Penalty: 4990.173340
	Iteration 5Q: 3 clusters Score -2044415 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2044831.125000 Penalty: 4990.173340
	Iteration 6Q: 3 clusters Score -2044831 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2045339.875000 Penalty: 4990.173340
	Iteration 7Q: 3 clusters Score -2045340 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2045953.125000 Penalty: 4990.173340
	Iteration 8Q: 3 clusters Score -2045953 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2046596.250000 Penalty: 4990.173340
	Iteration 9Q: 3 clusters Score -2046596 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2047283.750000 Penalty: 4990.173340
	Iteration 10Q: 3 clusters Score -2047284 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2047910.625000 Penalty: 4990.173340
	Iteration 11Q: 3 clusters Score -2047911 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2048512.375000 Penalty: 4990.173340
	Iteration 12Q: 3 clusters Score -2048512 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2049046.000000 Penalty: 4990.173340
	Iteration 13Q: 3 clusters Score -2049046 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2049522.375000 Penalty: 4990.173340
	Iteration 14Q: 3 clusters Score -2049522 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2049932.875000 Penalty: 4990.173340
	Iteration 15Q: 3 clusters Score -2049933 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2050239.875000 Penalty: 4990.173340
	Iteration 16Q: 3 clusters Score -2050240 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2050447.750000 Penalty: 4990.173340
	Iteration 17Q: 3 clusters Score -2050448 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2050629.875000 Penalty: 4990.173340
	Iteration 18Q: 3 clusters Score -2050630 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2050744.625000 Penalty: 4990.173340
	Iteration 19Q: 3 clusters Score -2050745 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2050844.250000 Penalty: 4990.173340
	Iteration 20F: 3 clusters Score -2050844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2050920.375000 Penalty: 4990.173340
	Iteration 21Q: 3 clusters Score -2050920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2050992.875000 Penalty: 4990.173340
	Iteration 22Q: 3 clusters Score -2050993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2051074.000000 Penalty: 4990.173340
	Iteration 23Q: 3 clusters Score -2051074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2051161.000000 Penalty: 4990.173340
	Iteration 24Q: 3 clusters Score -2051161 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2051260.375000 Penalty: 4990.173340
	Iteration 25Q: 3 clusters Score -2051260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2051343.875000 Penalty: 4990.173340
	Iteration 26Q: 3 clusters Score -2051344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2051428.000000 Penalty: 4990.173340
	Iteration 27Q: 3 clusters Score -2051428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2051489.875000 Penalty: 4990.173340
	Iteration 28Q: 3 clusters Score -2051490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2051525.500000 Penalty: 4990.173340
	Iteration 29Q: 3 clusters Score -2051526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2051548.375000 Penalty: 4990.173340
	Iteration 30Q: 3 clusters Score -2051548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2051567.500000 Penalty: 4990.173340
	Iteration 31Q: 3 clusters Score -2051568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2051586.250000 Penalty: 4990.173340
	Iteration 32Q: 3 clusters Score -2051586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2051604.875000 Penalty: 4990.173340
	Iteration 33Q: 3 clusters Score -2051605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2051612.000000 Penalty: 4990.173340
	Iteration 34Q: 3 clusters Score -2051612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2051619.250000 Penalty: 4990.173340
	Iteration 35Q: 3 clusters Score -2051619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2051626.500000 Penalty: 4990.173340
	Iteration 36Q: 3 clusters Score -2051626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2051633.625000 Penalty: 4990.173340
	Iteration 37Q: 3 clusters Score -2051634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2051637.750000 Penalty: 4990.173340
	Iteration 38Q: 3 clusters Score -2051638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2051642.250000 Penalty: 4990.173340
	Iteration 39Q: 3 clusters Score -2051642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2051644.875000 Penalty: 4990.173340
	Iteration 40F: 3 clusters Score -2051645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2051650.250000 Penalty: 4990.173340
	Iteration 41Q: 3 clusters Score -2051650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2051650.625000 Penalty: 4990.173340
	Iteration 42Q: 3 clusters Score -2051651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2051651.750000 Penalty: 4990.173340
	Iteration 43Q: 3 clusters Score -2051652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2051648.875000 Penalty: 4990.173340
	Iteration 44Q: 3 clusters Score -2051649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2051648.875000 Penalty: 4990.173340
	Iteration 45F: 3 clusters Score -2051649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Entering Unmasked Estep 
Score: -456729.343750 Penalty: 2138.680908
	Iteration 0F: 2 clusters Score -456729.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -451890.718750 Penalty: 4277.361816
	Iteration 0F: 3 clusters Score -451890.7 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -453193.968750 Penalty: 4277.361816
	Iteration 1F: 3 clusters Score -453194 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -453577.218750 Penalty: 4277.361816
	Iteration 2F: 3 clusters Score -453577.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -453998.375000 Penalty: 4277.361816
	Iteration 3F: 3 clusters Score -453998.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -454399.937500 Penalty: 4277.361816
	Iteration 4F: 3 clusters Score -454399.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -454793.281250 Penalty: 4277.361816
	Iteration 5F: 3 clusters Score -454793.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -455093.968750 Penalty: 4277.361816
	Iteration 6F: 3 clusters Score -455094 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -455281.375000 Penalty: 4277.361816
	Iteration 7Q: 3 clusters Score -455281.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -455436.156250 Penalty: 4277.361816
	Iteration 8Q: 3 clusters Score -455436.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -455562.875000 Penalty: 4277.361816
	Iteration 9Q: 3 clusters Score -455562.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -455720.718750 Penalty: 4277.361816
	Iteration 10Q: 3 clusters Score -455720.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -456028.843750 Penalty: 4277.361816
	Iteration 11Q: 3 clusters Score -456028.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -456646.281250 Penalty: 4277.361816
	Iteration 12Q: 3 clusters Score -456646.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -457431.437500 Penalty: 4277.361816
	Iteration 13F: 3 clusters Score -457431.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -458248.625000 Penalty: 4277.361816
	Iteration 14F: 3 clusters Score -458248.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -458918.343750 Penalty: 4277.361816
	Iteration 15Q: 3 clusters Score -458918.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -459294.500000 Penalty: 4277.361816
	Iteration 16Q: 3 clusters Score -459294.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -459358.343750 Penalty: 4277.361816
	Iteration 17Q: 3 clusters Score -459358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -459364.718750 Penalty: 4277.361816
	Iteration 18Q: 3 clusters Score -459364.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -459367.531250 Penalty: 4277.361816
	Iteration 19Q: 3 clusters Score -459367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -459367.531250 Penalty: 4277.361816
	Iteration 20F: 3 clusters Score -459367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 20905 members 
Mstep: Class 4 contains 23079 members 
Mstep: Class 5 contains 415963 members 
Mstep: Class 6 contains 61073 members 
Mstep: Class 7 contains 325983 members 
Mstep: Class 8 contains 23408 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16629 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11161 members 
Mstep: Class 16 contains 23164 members 
Mstep: Class 17 contains 102403 members 
Mstep: Class 18 contains 4146 members 
Mstep: Class 19 contains 20965 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18924 members 
Mstep: Class 24 contains 27961 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 26517 members 
Mstep: Class 27 contains 9746 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 5877 members 
Mstep: Class 31 contains 11009 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9793 members 
Mstep: Class 34 contains 5780 members 
Mstep: Class 35 contains 6836 members 
Mstep: Class 36 contains 6648 members 
Mstep: Class 37 contains 5277 members 
Mstep: Class 38 contains 53434 members 
Mstep: Class 39 contains 2665 members 
Entering Unmasked Estep 
Score: -113009496.000000 Penalty: 136387.296875
Splitting cluster 9 changes total score from -113008216.000000 to -113009496.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (8394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Entering Unmasked Estep 
Score: -737800.625000 Penalty: 2240.747559
	Iteration 0F: 2 clusters Score -737800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -731169.625000 Penalty: 4481.495117
	Iteration 0F: 3 clusters Score -731169.6 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -733013.812500 Penalty: 4481.495117
	Iteration 1F: 3 clusters Score -733013.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -733331.500000 Penalty: 4481.495117
	Iteration 2F: 3 clusters Score -733331.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -733520.312500 Penalty: 4481.495117
	Iteration 3Q: 3 clusters Score -733520.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -733691.312500 Penalty: 4481.495117
	Iteration 4Q: 3 clusters Score -733691.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -733823.250000 Penalty: 4481.495117
	Iteration 5Q: 3 clusters Score -733823.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -733934.812500 Penalty: 4481.495117
	Iteration 6Q: 3 clusters Score -733934.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -734052.312500 Penalty: 4481.495117
	Iteration 7Q: 3 clusters Score -734052.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -734206.687500 Penalty: 4481.495117
	Iteration 8Q: 3 clusters Score -734206.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -734397.812500 Penalty: 4481.495117
	Iteration 9Q: 3 clusters Score -734397.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -734634.500000 Penalty: 4481.495117
	Iteration 10Q: 3 clusters Score -734634.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -734885.000000 Penalty: 4481.495117
	Iteration 11Q: 3 clusters Score -734885 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -735130.000000 Penalty: 4481.495117
	Iteration 12Q: 3 clusters Score -735130 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -735378.875000 Penalty: 4481.495117
	Iteration 13Q: 3 clusters Score -735378.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -735584.125000 Penalty: 4481.495117
	Iteration 14Q: 3 clusters Score -735584.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -735740.687500 Penalty: 4481.495117
	Iteration 15Q: 3 clusters Score -735740.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -735854.750000 Penalty: 4481.495117
	Iteration 16Q: 3 clusters Score -735854.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -735939.062500 Penalty: 4481.495117
	Iteration 17Q: 3 clusters Score -735939.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -735988.000000 Penalty: 4481.495117
	Iteration 18Q: 3 clusters Score -735988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -736017.312500 Penalty: 4481.495117
	Iteration 19Q: 3 clusters Score -736017.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -736034.437500 Penalty: 4481.495117
	Iteration 20F: 3 clusters Score -736034.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -736048.750000 Penalty: 4481.495117
	Iteration 21Q: 3 clusters Score -736048.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -736069.812500 Penalty: 4481.495117
	Iteration 22Q: 3 clusters Score -736069.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -736085.500000 Penalty: 4481.495117
	Iteration 23Q: 3 clusters Score -736085.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -736096.562500 Penalty: 4481.495117
	Iteration 24Q: 3 clusters Score -736096.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -736107.000000 Penalty: 4481.495117
	Iteration 25Q: 3 clusters Score -736107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -736113.250000 Penalty: 4481.495117
	Iteration 26Q: 3 clusters Score -736113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -736119.250000 Penalty: 4481.495117
	Iteration 27Q: 3 clusters Score -736119.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -736124.812500 Penalty: 4481.495117
	Iteration 28Q: 3 clusters Score -736124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -736124.562500 Penalty: 4481.495117
	Iteration 29Q: 3 clusters Score -736124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -736127.062500 Penalty: 4481.495117
	Iteration 30Q: 3 clusters Score -736127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -736128.187500 Penalty: 4481.495117
	Iteration 31Q: 3 clusters Score -736128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -736130.000000 Penalty: 4481.495117
	Iteration 32Q: 3 clusters Score -736130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -736130.000000 Penalty: 4481.495117
	Iteration 33F: 3 clusters Score -736130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -654326.625000 Penalty: 2218.700928
	Iteration 0F: 2 clusters Score -654326.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -648219.437500 Penalty: 4437.401855
	Iteration 0F: 3 clusters Score -648219.4 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -650261.250000 Penalty: 4437.401855
	Iteration 1F: 3 clusters Score -650261.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -650860.437500 Penalty: 4437.401855
	Iteration 2F: 3 clusters Score -650860.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -651475.812500 Penalty: 4437.401855
	Iteration 3F: 3 clusters Score -651475.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -652073.750000 Penalty: 4437.401855
	Iteration 4F: 3 clusters Score -652073.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -652595.625000 Penalty: 4437.401855
	Iteration 5F: 3 clusters Score -652595.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -652960.062500 Penalty: 4437.401855
	Iteration 6F: 3 clusters Score -652960.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -653168.437500 Penalty: 4437.401855
	Iteration 7Q: 3 clusters Score -653168.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -653306.562500 Penalty: 4437.401855
	Iteration 8Q: 3 clusters Score -653306.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -653397.187500 Penalty: 4437.401855
	Iteration 9Q: 3 clusters Score -653397.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -653464.187500 Penalty: 4437.401855
	Iteration 10Q: 3 clusters Score -653464.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -653512.625000 Penalty: 4437.401855
	Iteration 11Q: 3 clusters Score -653512.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -653553.437500 Penalty: 4437.401855
	Iteration 12Q: 3 clusters Score -653553.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -653584.125000 Penalty: 4437.401855
	Iteration 13Q: 3 clusters Score -653584.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -653609.062500 Penalty: 4437.401855
	Iteration 14Q: 3 clusters Score -653609.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -653627.187500 Penalty: 4437.401855
	Iteration 15Q: 3 clusters Score -653627.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -653641.375000 Penalty: 4437.401855
	Iteration 16Q: 3 clusters Score -653641.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -653651.875000 Penalty: 4437.401855
	Iteration 17Q: 3 clusters Score -653651.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -653659.437500 Penalty: 4437.401855
	Iteration 18Q: 3 clusters Score -653659.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -653670.312500 Penalty: 4437.401855
	Iteration 19Q: 3 clusters Score -653670.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -653680.375000 Penalty: 4437.401855
	Iteration 20F: 3 clusters Score -653680.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -653688.812500 Penalty: 4437.401855
	Iteration 21Q: 3 clusters Score -653688.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -653695.500000 Penalty: 4437.401855
	Iteration 22Q: 3 clusters Score -653695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -653700.187500 Penalty: 4437.401855
	Iteration 23Q: 3 clusters Score -653700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -653705.312500 Penalty: 4437.401855
	Iteration 24Q: 3 clusters Score -653705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -653708.937500 Penalty: 4437.401855
	Iteration 25Q: 3 clusters Score -653708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -653710.437500 Penalty: 4437.401855
	Iteration 26Q: 3 clusters Score -653710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -653711.750000 Penalty: 4437.401855
	Iteration 27Q: 3 clusters Score -653711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -653711.500000 Penalty: 4437.401855
	Iteration 28Q: 3 clusters Score -653711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -653712.687500 Penalty: 4437.401855
	Iteration 29Q: 3 clusters Score -653712.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -653712.687500 Penalty: 4437.401855
	Iteration 30F: 3 clusters Score -653712.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Entering Unmasked Estep 
Score: -1462351.625000 Penalty: 2410.288086
	Iteration 0F: 2 clusters Score -1462352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1450308.375000 Penalty: 4820.576172
	Iteration 0F: 3 clusters Score -1450308 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1454145.125000 Penalty: 4820.576172
	Iteration 1F: 3 clusters Score -1454145 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1454476.875000 Penalty: 4820.576172
	Iteration 2F: 3 clusters Score -1454477 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1454716.875000 Penalty: 4820.576172
	Iteration 3Q: 3 clusters Score -1454717 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1454923.625000 Penalty: 4820.576172
	Iteration 4Q: 3 clusters Score -1454924 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1455127.125000 Penalty: 4820.576172
	Iteration 5Q: 3 clusters Score -1455127 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1455360.000000 Penalty: 4820.576172
	Iteration 6Q: 3 clusters Score -1455360 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1455575.500000 Penalty: 4820.576172
	Iteration 7Q: 3 clusters Score -1455576 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1455805.500000 Penalty: 4820.576172
	Iteration 8Q: 3 clusters Score -1455806 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1456061.500000 Penalty: 4820.576172
	Iteration 9Q: 3 clusters Score -1456062 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1456359.750000 Penalty: 4820.576172
	Iteration 10Q: 3 clusters Score -1456360 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1456708.625000 Penalty: 4820.576172
	Iteration 11Q: 3 clusters Score -1456709 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1457096.000000 Penalty: 4820.576172
	Iteration 12Q: 3 clusters Score -1457096 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1457498.750000 Penalty: 4820.576172
	Iteration 13Q: 3 clusters Score -1457499 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1457882.000000 Penalty: 4820.576172
	Iteration 14Q: 3 clusters Score -1457882 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1458168.875000 Penalty: 4820.576172
	Iteration 15Q: 3 clusters Score -1458169 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1458363.000000 Penalty: 4820.576172
	Iteration 16Q: 3 clusters Score -1458363 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1458521.500000 Penalty: 4820.576172
	Iteration 17Q: 3 clusters Score -1458522 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1458635.250000 Penalty: 4820.576172
	Iteration 18Q: 3 clusters Score -1458635 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1458730.875000 Penalty: 4820.576172
	Iteration 19Q: 3 clusters Score -1458731 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1458810.125000 Penalty: 4820.576172
	Iteration 20F: 3 clusters Score -1458810 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1458872.500000 Penalty: 4820.576172
	Iteration 21Q: 3 clusters Score -1458872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1458921.375000 Penalty: 4820.576172
	Iteration 22Q: 3 clusters Score -1458921 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1458983.875000 Penalty: 4820.576172
	Iteration 23Q: 3 clusters Score -1458984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1459040.250000 Penalty: 4820.576172
	Iteration 24Q: 3 clusters Score -1459040 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1459093.500000 Penalty: 4820.576172
	Iteration 25Q: 3 clusters Score -1459094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1459147.000000 Penalty: 4820.576172
	Iteration 26Q: 3 clusters Score -1459147 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1459221.500000 Penalty: 4820.576172
	Iteration 27Q: 3 clusters Score -1459222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1459274.250000 Penalty: 4820.576172
	Iteration 28Q: 3 clusters Score -1459274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1459327.750000 Penalty: 4820.576172
	Iteration 29Q: 3 clusters Score -1459328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1459378.250000 Penalty: 4820.576172
	Iteration 30Q: 3 clusters Score -1459378 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1459438.625000 Penalty: 4820.576172
	Iteration 31Q: 3 clusters Score -1459439 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1459506.000000 Penalty: 4820.576172
	Iteration 32Q: 3 clusters Score -1459506 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1459569.875000 Penalty: 4820.576172
	Iteration 33Q: 3 clusters Score -1459570 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1459636.875000 Penalty: 4820.576172
	Iteration 34Q: 3 clusters Score -1459637 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1459716.875000 Penalty: 4820.576172
	Iteration 35Q: 3 clusters Score -1459717 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1459782.125000 Penalty: 4820.576172
	Iteration 36Q: 3 clusters Score -1459782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1459830.375000 Penalty: 4820.576172
	Iteration 37Q: 3 clusters Score -1459830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1459864.625000 Penalty: 4820.576172
	Iteration 38Q: 3 clusters Score -1459865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1459893.250000 Penalty: 4820.576172
	Iteration 39Q: 3 clusters Score -1459893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1459911.125000 Penalty: 4820.576172
	Iteration 40F: 3 clusters Score -1459911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1459930.750000 Penalty: 4820.576172
	Iteration 41Q: 3 clusters Score -1459931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1459949.625000 Penalty: 4820.576172
	Iteration 42Q: 3 clusters Score -1459950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1459964.250000 Penalty: 4820.576172
	Iteration 43Q: 3 clusters Score -1459964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1459986.250000 Penalty: 4820.576172
	Iteration 44Q: 3 clusters Score -1459986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1460005.875000 Penalty: 4820.576172
	Iteration 45Q: 3 clusters Score -1460006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1460018.625000 Penalty: 4820.576172
	Iteration 46Q: 3 clusters Score -1460019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1460028.750000 Penalty: 4820.576172
	Iteration 47Q: 3 clusters Score -1460029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1460037.500000 Penalty: 4820.576172
	Iteration 48Q: 3 clusters Score -1460038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1460044.125000 Penalty: 4820.576172
	Iteration 49Q: 3 clusters Score -1460044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1460052.875000 Penalty: 4820.576172
	Iteration 50Q: 3 clusters Score -1460053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1460072.250000 Penalty: 4820.576172
	Iteration 51Q: 3 clusters Score -1460072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1460081.125000 Penalty: 4820.576172
	Iteration 52Q: 3 clusters Score -1460081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1460090.875000 Penalty: 4820.576172
	Iteration 53Q: 3 clusters Score -1460091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1460105.500000 Penalty: 4820.576172
	Iteration 54Q: 3 clusters Score -1460106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1460117.125000 Penalty: 4820.576172
	Iteration 55Q: 3 clusters Score -1460117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1460130.250000 Penalty: 4820.576172
	Iteration 56Q: 3 clusters Score -1460130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1460147.625000 Penalty: 4820.576172
	Iteration 57Q: 3 clusters Score -1460148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1460147.125000 Penalty: 4820.576172
	Iteration 58Q: 3 clusters Score -1460147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1460153.750000 Penalty: 4820.576172
	Iteration 59Q: 3 clusters Score -1460154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1460158.875000 Penalty: 4820.576172
	Iteration 60F: 3 clusters Score -1460159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1460161.750000 Penalty: 4820.576172
	Iteration 61Q: 3 clusters Score -1460162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1460165.375000 Penalty: 4820.576172
	Iteration 62Q: 3 clusters Score -1460165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1460169.375000 Penalty: 4820.576172
	Iteration 63Q: 3 clusters Score -1460169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1460175.125000 Penalty: 4820.576172
	Iteration 64Q: 3 clusters Score -1460175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1460179.125000 Penalty: 4820.576172
	Iteration 65Q: 3 clusters Score -1460179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1460177.875000 Penalty: 4820.576172
	Iteration 66Q: 3 clusters Score -1460178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1460180.625000 Penalty: 4820.576172
	Iteration 67Q: 3 clusters Score -1460181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1460181.500000 Penalty: 4820.576172
	Iteration 68Q: 3 clusters Score -1460182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1460184.000000 Penalty: 4820.576172
	Iteration 69Q: 3 clusters Score -1460184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1460184.625000 Penalty: 4820.576172
	Iteration 70Q: 3 clusters Score -1460185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1460186.125000 Penalty: 4820.576172
	Iteration 71Q: 3 clusters Score -1460186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1460188.875000 Penalty: 4820.576172
	Iteration 72Q: 3 clusters Score -1460189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1460190.750000 Penalty: 4820.576172
	Iteration 73Q: 3 clusters Score -1460191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1460194.500000 Penalty: 4820.576172
	Iteration 74Q: 3 clusters Score -1460194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1460195.625000 Penalty: 4820.576172
	Iteration 75Q: 3 clusters Score -1460196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1460195.750000 Penalty: 4820.576172
	Iteration 76Q: 3 clusters Score -1460196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1460198.250000 Penalty: 4820.576172
	Iteration 77Q: 3 clusters Score -1460198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1460195.750000 Penalty: 4820.576172
	Iteration 78Q: 3 clusters Score -1460196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1460195.125000 Penalty: 4820.576172
	Iteration 79Q: 3 clusters Score -1460195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1460196.000000 Penalty: 4820.576172
	Iteration 80F: 3 clusters Score -1460196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1460195.625000 Penalty: 4820.576172
	Iteration 81Q: 3 clusters Score -1460196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1460198.500000 Penalty: 4820.576172
	Iteration 82Q: 3 clusters Score -1460198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1460195.750000 Penalty: 4820.576172
	Iteration 83Q: 3 clusters Score -1460196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1460194.000000 Penalty: 4820.576172
	Iteration 84Q: 3 clusters Score -1460194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1460196.750000 Penalty: 4820.576172
	Iteration 85Q: 3 clusters Score -1460197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1460200.625000 Penalty: 4820.576172
	Iteration 86Q: 3 clusters Score -1460201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1460200.875000 Penalty: 4820.576172
	Iteration 87Q: 3 clusters Score -1460201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1460202.500000 Penalty: 4820.576172
	Iteration 88Q: 3 clusters Score -1460202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1460200.625000 Penalty: 4820.576172
	Iteration 89Q: 3 clusters Score -1460201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1460200.625000 Penalty: 4820.576172
	Iteration 90F: 3 clusters Score -1460201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Entering Unmasked Estep 
Score: -1403144.000000 Penalty: 2391.423584
	Iteration 0F: 2 clusters Score -1403144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1391940.250000 Penalty: 4782.847168
	Iteration 0F: 3 clusters Score -1391940 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1395485.125000 Penalty: 4782.847168
	Iteration 1F: 3 clusters Score -1395485 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1395819.375000 Penalty: 4782.847168
	Iteration 2F: 3 clusters Score -1395819 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1396065.000000 Penalty: 4782.847168
	Iteration 3Q: 3 clusters Score -1396065 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1396245.750000 Penalty: 4782.847168
	Iteration 4Q: 3 clusters Score -1396246 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1396417.500000 Penalty: 4782.847168
	Iteration 5Q: 3 clusters Score -1396418 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1396602.000000 Penalty: 4782.847168
	Iteration 6Q: 3 clusters Score -1396602 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1396815.125000 Penalty: 4782.847168
	Iteration 7Q: 3 clusters Score -1396815 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1397097.125000 Penalty: 4782.847168
	Iteration 8Q: 3 clusters Score -1397097 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1397429.500000 Penalty: 4782.847168
	Iteration 9Q: 3 clusters Score -1397430 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1397871.125000 Penalty: 4782.847168
	Iteration 10Q: 3 clusters Score -1397871 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1398436.625000 Penalty: 4782.847168
	Iteration 11F: 3 clusters Score -1398437 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1399057.750000 Penalty: 4782.847168
	Iteration 12F: 3 clusters Score -1399058 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1399673.625000 Penalty: 4782.847168
	Iteration 13Q: 3 clusters Score -1399674 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1400181.875000 Penalty: 4782.847168
	Iteration 14Q: 3 clusters Score -1400182 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1400516.375000 Penalty: 4782.847168
	Iteration 15Q: 3 clusters Score -1400516 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1400705.625000 Penalty: 4782.847168
	Iteration 16Q: 3 clusters Score -1400706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1400824.750000 Penalty: 4782.847168
	Iteration 17Q: 3 clusters Score -1400825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1400886.875000 Penalty: 4782.847168
	Iteration 18Q: 3 clusters Score -1400887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1400937.500000 Penalty: 4782.847168
	Iteration 19Q: 3 clusters Score -1400938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1400971.875000 Penalty: 4782.847168
	Iteration 20F: 3 clusters Score -1400972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1400993.250000 Penalty: 4782.847168
	Iteration 21Q: 3 clusters Score -1400993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1400996.875000 Penalty: 4782.847168
	Iteration 22Q: 3 clusters Score -1400997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1400998.250000 Penalty: 4782.847168
	Iteration 23Q: 3 clusters Score -1400998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1401004.250000 Penalty: 4782.847168
	Iteration 24Q: 3 clusters Score -1401004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1401006.500000 Penalty: 4782.847168
	Iteration 25Q: 3 clusters Score -1401006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1401007.375000 Penalty: 4782.847168
	Iteration 26Q: 3 clusters Score -1401007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1401007.375000 Penalty: 4782.847168
	Iteration 27F: 3 clusters Score -1401007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -72428.039062 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -72428.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70604.382812 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -70604.38 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -70906.539062 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -70906.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71015.078125 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -71015.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71113.210938 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -71113.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71216.234375 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -71216.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -71323.382812 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -71323.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -71440.406250 Penalty: 3376.735596
	Iteration 6F: 3 clusters Score -71440.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71640.078125 Penalty: 3376.735596
	Iteration 7F: 3 clusters Score -71640.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -71865.648438 Penalty: 3376.735596
	Iteration 8F: 3 clusters Score -71865.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72033.703125 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -72033.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72122.757812 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -72122.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72154.617188 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -72154.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -72176.000000 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -72176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72178.242188 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -72178.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72178.242188 Penalty: 3376.735596
	Iteration 14F: 3 clusters Score -72178.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Entering Unmasked Estep 
Score: -958377.250000 Penalty: 2311.404785
	Iteration 0F: 2 clusters Score -958377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -949987.375000 Penalty: 4622.809570
	Iteration 0F: 3 clusters Score -949987.4 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -952467.875000 Penalty: 4622.809570
	Iteration 1F: 3 clusters Score -952467.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -952820.812500 Penalty: 4622.809570
	Iteration 2F: 3 clusters Score -952820.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -953071.562500 Penalty: 4622.809570
	Iteration 3F: 3 clusters Score -953071.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -953267.687500 Penalty: 4622.809570
	Iteration 4Q: 3 clusters Score -953267.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -953426.937500 Penalty: 4622.809570
	Iteration 5Q: 3 clusters Score -953426.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -953568.375000 Penalty: 4622.809570
	Iteration 6Q: 3 clusters Score -953568.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -953694.125000 Penalty: 4622.809570
	Iteration 7Q: 3 clusters Score -953694.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -953852.687500 Penalty: 4622.809570
	Iteration 8Q: 3 clusters Score -953852.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -954036.125000 Penalty: 4622.809570
	Iteration 9Q: 3 clusters Score -954036.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -954229.375000 Penalty: 4622.809570
	Iteration 10Q: 3 clusters Score -954229.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -954433.250000 Penalty: 4622.809570
	Iteration 11Q: 3 clusters Score -954433.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -954664.437500 Penalty: 4622.809570
	Iteration 12Q: 3 clusters Score -954664.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -954912.062500 Penalty: 4622.809570
	Iteration 13Q: 3 clusters Score -954912.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -955192.625000 Penalty: 4622.809570
	Iteration 14Q: 3 clusters Score -955192.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -955504.937500 Penalty: 4622.809570
	Iteration 15Q: 3 clusters Score -955504.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -955729.000000 Penalty: 4622.809570
	Iteration 16Q: 3 clusters Score -955729 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -955898.437500 Penalty: 4622.809570
	Iteration 17Q: 3 clusters Score -955898.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -956039.437500 Penalty: 4622.809570
	Iteration 18Q: 3 clusters Score -956039.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -956175.437500 Penalty: 4622.809570
	Iteration 19Q: 3 clusters Score -956175.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -956310.250000 Penalty: 4622.809570
	Iteration 20F: 3 clusters Score -956310.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -956409.062500 Penalty: 4622.809570
	Iteration 21Q: 3 clusters Score -956409.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -956489.500000 Penalty: 4622.809570
	Iteration 22Q: 3 clusters Score -956489.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -956561.750000 Penalty: 4622.809570
	Iteration 23Q: 3 clusters Score -956561.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -956621.125000 Penalty: 4622.809570
	Iteration 24Q: 3 clusters Score -956621.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -956668.937500 Penalty: 4622.809570
	Iteration 25Q: 3 clusters Score -956668.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -956717.687500 Penalty: 4622.809570
	Iteration 26Q: 3 clusters Score -956717.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -956762.187500 Penalty: 4622.809570
	Iteration 27Q: 3 clusters Score -956762.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -956791.062500 Penalty: 4622.809570
	Iteration 28Q: 3 clusters Score -956791.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -956822.875000 Penalty: 4622.809570
	Iteration 29Q: 3 clusters Score -956822.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -956853.187500 Penalty: 4622.809570
	Iteration 30Q: 3 clusters Score -956853.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -956878.000000 Penalty: 4622.809570
	Iteration 31Q: 3 clusters Score -956878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -956899.000000 Penalty: 4622.809570
	Iteration 32Q: 3 clusters Score -956899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -956917.875000 Penalty: 4622.809570
	Iteration 33Q: 3 clusters Score -956917.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -956934.125000 Penalty: 4622.809570
	Iteration 34Q: 3 clusters Score -956934.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -956948.437500 Penalty: 4622.809570
	Iteration 35Q: 3 clusters Score -956948.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -956961.875000 Penalty: 4622.809570
	Iteration 36Q: 3 clusters Score -956961.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -956973.875000 Penalty: 4622.809570
	Iteration 37Q: 3 clusters Score -956973.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -956982.250000 Penalty: 4622.809570
	Iteration 38Q: 3 clusters Score -956982.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -956985.812500 Penalty: 4622.809570
	Iteration 39Q: 3 clusters Score -956985.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -956990.625000 Penalty: 4622.809570
	Iteration 40F: 3 clusters Score -956990.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -956994.687500 Penalty: 4622.809570
	Iteration 41Q: 3 clusters Score -956994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -956997.687500 Penalty: 4622.809570
	Iteration 42Q: 3 clusters Score -956997.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -957000.375000 Penalty: 4622.809570
	Iteration 43Q: 3 clusters Score -957000.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -957002.000000 Penalty: 4622.809570
	Iteration 44Q: 3 clusters Score -957002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -957003.062500 Penalty: 4622.809570
	Iteration 45Q: 3 clusters Score -957003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -957006.187500 Penalty: 4622.809570
	Iteration 46Q: 3 clusters Score -957006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -957006.687500 Penalty: 4622.809570
	Iteration 47Q: 3 clusters Score -957006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -957007.500000 Penalty: 4622.809570
	Iteration 48Q: 3 clusters Score -957007.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -957010.937500 Penalty: 4622.809570
	Iteration 49Q: 3 clusters Score -957010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -957011.875000 Penalty: 4622.809570
	Iteration 50Q: 3 clusters Score -957011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -957013.875000 Penalty: 4622.809570
	Iteration 51Q: 3 clusters Score -957013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -957015.250000 Penalty: 4622.809570
	Iteration 52Q: 3 clusters Score -957015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -957014.687500 Penalty: 4622.809570
	Iteration 53Q: 3 clusters Score -957014.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -957019.937500 Penalty: 4622.809570
	Iteration 54Q: 3 clusters Score -957019.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -957021.187500 Penalty: 4622.809570
	Iteration 55Q: 3 clusters Score -957021.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -957021.875000 Penalty: 4622.809570
	Iteration 56Q: 3 clusters Score -957021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -957023.250000 Penalty: 4622.809570
	Iteration 57Q: 3 clusters Score -957023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -957024.562500 Penalty: 4622.809570
	Iteration 58Q: 3 clusters Score -957024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -957025.250000 Penalty: 4622.809570
	Iteration 59Q: 3 clusters Score -957025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -957026.312500 Penalty: 4622.809570
	Iteration 60F: 3 clusters Score -957026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -957026.687500 Penalty: 4622.809570
	Iteration 61Q: 3 clusters Score -957026.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -957026.687500 Penalty: 4622.809570
	Iteration 62F: 3 clusters Score -957026.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Entering Unmasked Estep 
Score: -1833932.500000 Penalty: 2492.488037
	Iteration 0F: 2 clusters Score -1833932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1817919.000000 Penalty: 4984.976074
	Iteration 0F: 3 clusters Score -1817919 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1823727.875000 Penalty: 4984.976074
	Iteration 1F: 3 clusters Score -1823728 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1824532.500000 Penalty: 4984.976074
	Iteration 2F: 3 clusters Score -1824532 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1825335.375000 Penalty: 4984.976074
	Iteration 3F: 3 clusters Score -1825335 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1826214.625000 Penalty: 4984.976074
	Iteration 4F: 3 clusters Score -1826215 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1827055.000000 Penalty: 4984.976074
	Iteration 5F: 3 clusters Score -1827055 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1827853.375000 Penalty: 4984.976074
	Iteration 6F: 3 clusters Score -1827853 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1828604.375000 Penalty: 4984.976074
	Iteration 7F: 3 clusters Score -1828604 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1829251.625000 Penalty: 4984.976074
	Iteration 8Q: 3 clusters Score -1829252 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1829747.375000 Penalty: 4984.976074
	Iteration 9Q: 3 clusters Score -1829747 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1830154.500000 Penalty: 4984.976074
	Iteration 10Q: 3 clusters Score -1830154 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1830534.750000 Penalty: 4984.976074
	Iteration 11Q: 3 clusters Score -1830535 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1830833.000000 Penalty: 4984.976074
	Iteration 12Q: 3 clusters Score -1830833 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1831072.000000 Penalty: 4984.976074
	Iteration 13Q: 3 clusters Score -1831072 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1831274.000000 Penalty: 4984.976074
	Iteration 14Q: 3 clusters Score -1831274 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1831474.875000 Penalty: 4984.976074
	Iteration 15Q: 3 clusters Score -1831475 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1831669.500000 Penalty: 4984.976074
	Iteration 16Q: 3 clusters Score -1831670 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1831796.250000 Penalty: 4984.976074
	Iteration 17Q: 3 clusters Score -1831796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1831891.625000 Penalty: 4984.976074
	Iteration 18Q: 3 clusters Score -1831892 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1831976.500000 Penalty: 4984.976074
	Iteration 19Q: 3 clusters Score -1831976 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1832035.875000 Penalty: 4984.976074
	Iteration 20F: 3 clusters Score -1832036 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1832079.250000 Penalty: 4984.976074
	Iteration 21Q: 3 clusters Score -1832079 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1832127.125000 Penalty: 4984.976074
	Iteration 22Q: 3 clusters Score -1832127 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1832186.000000 Penalty: 4984.976074
	Iteration 23Q: 3 clusters Score -1832186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1832228.750000 Penalty: 4984.976074
	Iteration 24Q: 3 clusters Score -1832229 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1832261.500000 Penalty: 4984.976074
	Iteration 25Q: 3 clusters Score -1832262 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1832293.000000 Penalty: 4984.976074
	Iteration 26Q: 3 clusters Score -1832293 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1832322.375000 Penalty: 4984.976074
	Iteration 27Q: 3 clusters Score -1832322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1832356.750000 Penalty: 4984.976074
	Iteration 28Q: 3 clusters Score -1832357 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1832396.250000 Penalty: 4984.976074
	Iteration 29Q: 3 clusters Score -1832396 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1832420.750000 Penalty: 4984.976074
	Iteration 30Q: 3 clusters Score -1832421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1832436.250000 Penalty: 4984.976074
	Iteration 31Q: 3 clusters Score -1832436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1832453.375000 Penalty: 4984.976074
	Iteration 32Q: 3 clusters Score -1832453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1832460.625000 Penalty: 4984.976074
	Iteration 33Q: 3 clusters Score -1832461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1832472.750000 Penalty: 4984.976074
	Iteration 34Q: 3 clusters Score -1832473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1832480.875000 Penalty: 4984.976074
	Iteration 35Q: 3 clusters Score -1832481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1832489.500000 Penalty: 4984.976074
	Iteration 36Q: 3 clusters Score -1832490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1832494.750000 Penalty: 4984.976074
	Iteration 37Q: 3 clusters Score -1832495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1832498.000000 Penalty: 4984.976074
	Iteration 38Q: 3 clusters Score -1832498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1832507.125000 Penalty: 4984.976074
	Iteration 39Q: 3 clusters Score -1832507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1832515.375000 Penalty: 4984.976074
	Iteration 40F: 3 clusters Score -1832515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1832521.750000 Penalty: 4984.976074
	Iteration 41Q: 3 clusters Score -1832522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1832522.875000 Penalty: 4984.976074
	Iteration 42Q: 3 clusters Score -1832523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1832527.875000 Penalty: 4984.976074
	Iteration 43Q: 3 clusters Score -1832528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1832536.875000 Penalty: 4984.976074
	Iteration 44Q: 3 clusters Score -1832537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1832541.500000 Penalty: 4984.976074
	Iteration 45Q: 3 clusters Score -1832542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1832547.250000 Penalty: 4984.976074
	Iteration 46Q: 3 clusters Score -1832547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1832547.375000 Penalty: 4984.976074
	Iteration 47Q: 3 clusters Score -1832547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1832554.375000 Penalty: 4984.976074
	Iteration 48Q: 3 clusters Score -1832554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1832563.750000 Penalty: 4984.976074
	Iteration 49Q: 3 clusters Score -1832564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1832563.375000 Penalty: 4984.976074
	Iteration 50Q: 3 clusters Score -1832563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1832572.250000 Penalty: 4984.976074
	Iteration 51Q: 3 clusters Score -1832572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1832579.875000 Penalty: 4984.976074
	Iteration 52Q: 3 clusters Score -1832580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1832587.000000 Penalty: 4984.976074
	Iteration 53Q: 3 clusters Score -1832587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1832599.375000 Penalty: 4984.976074
	Iteration 54Q: 3 clusters Score -1832599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1832604.625000 Penalty: 4984.976074
	Iteration 55Q: 3 clusters Score -1832605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1832608.750000 Penalty: 4984.976074
	Iteration 56Q: 3 clusters Score -1832609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1832609.000000 Penalty: 4984.976074
	Iteration 57Q: 3 clusters Score -1832609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1832613.375000 Penalty: 4984.976074
	Iteration 58Q: 3 clusters Score -1832613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1832612.375000 Penalty: 4984.976074
	Iteration 59Q: 3 clusters Score -1832612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1832616.875000 Penalty: 4984.976074
	Iteration 60F: 3 clusters Score -1832617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1832618.000000 Penalty: 4984.976074
	Iteration 61Q: 3 clusters Score -1832618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1832619.750000 Penalty: 4984.976074
	Iteration 62Q: 3 clusters Score -1832620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1832619.125000 Penalty: 4984.976074
	Iteration 63Q: 3 clusters Score -1832619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1832618.125000 Penalty: 4984.976074
	Iteration 64Q: 3 clusters Score -1832618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1832618.250000 Penalty: 4984.976074
	Iteration 65Q: 3 clusters Score -1832618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1832616.750000 Penalty: 4984.976074
	Iteration 66Q: 3 clusters Score -1832617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1832625.000000 Penalty: 4984.976074
	Iteration 67Q: 3 clusters Score -1832625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1832632.750000 Penalty: 4984.976074
	Iteration 68Q: 3 clusters Score -1832633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1832631.250000 Penalty: 4984.976074
	Iteration 69Q: 3 clusters Score -1832631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1832632.625000 Penalty: 4984.976074
	Iteration 70Q: 3 clusters Score -1832633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1832632.625000 Penalty: 4984.976074
	Iteration 71F: 3 clusters Score -1832633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Entering Unmasked Estep 
Score: -8988367.000000 Penalty: 2861.094482
	Iteration 0F: 2 clusters Score -8988367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -8919726.000000 Penalty: 5722.188965
	Iteration 0F: 3 clusters Score -8919726 nChanged 48516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -8947664.000000 Penalty: 5722.188965
	Iteration 1F: 3 clusters Score -8947664 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -8948315.000000 Penalty: 5722.188965
	Iteration 2Q: 3 clusters Score -8948315 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -8949107.000000 Penalty: 5722.188965
	Iteration 3Q: 3 clusters Score -8949107 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -8949983.000000 Penalty: 5722.188965
	Iteration 4Q: 3 clusters Score -8949983 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -8950916.000000 Penalty: 5722.188965
	Iteration 5Q: 3 clusters Score -8950916 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8952089.000000 Penalty: 5722.188965
	Iteration 6Q: 3 clusters Score -8952089 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -8953463.000000 Penalty: 5722.188965
	Iteration 7Q: 3 clusters Score -8953463 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -8955351.000000 Penalty: 5722.188965
	Iteration 8Q: 3 clusters Score -8955351 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -8957957.000000 Penalty: 5722.188965
	Iteration 9Q: 3 clusters Score -8957957 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -8961192.000000 Penalty: 5722.188965
	Iteration 10F: 3 clusters Score -8961192 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -8964619.000000 Penalty: 5722.188965
	Iteration 11F: 3 clusters Score -8964619 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -8966901.000000 Penalty: 5722.188965
	Iteration 12Q: 3 clusters Score -8966901 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -8967967.000000 Penalty: 5722.188965
	Iteration 13Q: 3 clusters Score -8967967 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -8968406.000000 Penalty: 5722.188965
	Iteration 14Q: 3 clusters Score -8968406 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -8968567.000000 Penalty: 5722.188965
	Iteration 15Q: 3 clusters Score -8968567 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -8968693.000000 Penalty: 5722.188965
	Iteration 16Q: 3 clusters Score -8968693 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -8968771.000000 Penalty: 5722.188965
	Iteration 17Q: 3 clusters Score -8968771 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 57656 members 
Entering Unmasked Estep 
Score: -8968868.000000 Penalty: 5722.188965
	Iteration 18Q: 3 clusters Score -8968868 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -8968954.000000 Penalty: 5722.188965
	Iteration 19Q: 3 clusters Score -8968954 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -8969030.000000 Penalty: 5722.188965
	Iteration 20F: 3 clusters Score -8969030 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -8969113.000000 Penalty: 5722.188965
	Iteration 21Q: 3 clusters Score -8969113 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -8969193.000000 Penalty: 5722.188965
	Iteration 22Q: 3 clusters Score -8969193 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -8969285.000000 Penalty: 5722.188965
	Iteration 23Q: 3 clusters Score -8969285 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -8969395.000000 Penalty: 5722.188965
	Iteration 24Q: 3 clusters Score -8969395 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -8969543.000000 Penalty: 5722.188965
	Iteration 25Q: 3 clusters Score -8969543 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -8969664.000000 Penalty: 5722.188965
	Iteration 26Q: 3 clusters Score -8969664 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -8969798.000000 Penalty: 5722.188965
	Iteration 27Q: 3 clusters Score -8969798 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -8969957.000000 Penalty: 5722.188965
	Iteration 28Q: 3 clusters Score -8969957 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -8970107.000000 Penalty: 5722.188965
	Iteration 29Q: 3 clusters Score -8970107 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -8970374.000000 Penalty: 5722.188965
	Iteration 30Q: 3 clusters Score -8970374 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -8970614.000000 Penalty: 5722.188965
	Iteration 31Q: 3 clusters Score -8970614 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -8970885.000000 Penalty: 5722.188965
	Iteration 32Q: 3 clusters Score -8970885 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -8971184.000000 Penalty: 5722.188965
	Iteration 33Q: 3 clusters Score -8971184 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -8971512.000000 Penalty: 5722.188965
	Iteration 34Q: 3 clusters Score -8971512 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -8971918.000000 Penalty: 5722.188965
	Iteration 35Q: 3 clusters Score -8971918 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -8972379.000000 Penalty: 5722.188965
	Iteration 36Q: 3 clusters Score -8972379 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -8972914.000000 Penalty: 5722.188965
	Iteration 37Q: 3 clusters Score -8972914 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -8973570.000000 Penalty: 5722.188965
	Iteration 38Q: 3 clusters Score -8973570 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -8974376.000000 Penalty: 5722.188965
	Iteration 39Q: 3 clusters Score -8974376 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -8975124.000000 Penalty: 5722.188965
	Iteration 40F: 3 clusters Score -8975124 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -8976194.000000 Penalty: 5722.188965
	Iteration 41Q: 3 clusters Score -8976194 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -8977316.000000 Penalty: 5722.188965
	Iteration 42Q: 3 clusters Score -8977316 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -8978492.000000 Penalty: 5722.188965
	Iteration 43Q: 3 clusters Score -8978492 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -8979651.000000 Penalty: 5722.188965
	Iteration 44Q: 3 clusters Score -8979651 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -8980764.000000 Penalty: 5722.188965
	Iteration 45Q: 3 clusters Score -8980764 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -8981828.000000 Penalty: 5722.188965
	Iteration 46Q: 3 clusters Score -8981828 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -8982800.000000 Penalty: 5722.188965
	Iteration 47Q: 3 clusters Score -8982800 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -8983632.000000 Penalty: 5722.188965
	Iteration 48Q: 3 clusters Score -8983632 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 99143 members 
Entering Unmasked Estep 
Score: -8984304.000000 Penalty: 5722.188965
	Iteration 49Q: 3 clusters Score -8984304 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -8984816.000000 Penalty: 5722.188965
	Iteration 50Q: 3 clusters Score -8984816 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -8985180.000000 Penalty: 5722.188965
	Iteration 51Q: 3 clusters Score -8985180 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -8985455.000000 Penalty: 5722.188965
	Iteration 52Q: 3 clusters Score -8985455 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 101058 members 
Entering Unmasked Estep 
Score: -8985640.000000 Penalty: 5722.188965
	Iteration 53Q: 3 clusters Score -8985640 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -8985755.000000 Penalty: 5722.188965
	Iteration 54Q: 3 clusters Score -8985755 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 101327 members 
Entering Unmasked Estep 
Score: -8985867.000000 Penalty: 5722.188965
	Iteration 55Q: 3 clusters Score -8985867 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -8985940.000000 Penalty: 5722.188965
	Iteration 56Q: 3 clusters Score -8985940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -8985988.000000 Penalty: 5722.188965
	Iteration 57Q: 3 clusters Score -8985988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -8986031.000000 Penalty: 5722.188965
	Iteration 58Q: 3 clusters Score -8986031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -8986062.000000 Penalty: 5722.188965
	Iteration 59Q: 3 clusters Score -8986062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -8986081.000000 Penalty: 5722.188965
	Iteration 60F: 3 clusters Score -8986081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -8986105.000000 Penalty: 5722.188965
	Iteration 61Q: 3 clusters Score -8986105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 101594 members 
Entering Unmasked Estep 
Score: -8986119.000000 Penalty: 5722.188965
	Iteration 62Q: 3 clusters Score -8986119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -8986132.000000 Penalty: 5722.188965
	Iteration 63Q: 3 clusters Score -8986132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 101611 members 
Entering Unmasked Estep 
Score: -8986133.000000 Penalty: 5722.188965
	Iteration 64Q: 3 clusters Score -8986133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 101615 members 
Entering Unmasked Estep 
Score: -8986135.000000 Penalty: 5722.188965
	Iteration 65Q: 3 clusters Score -8986135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -8986140.000000 Penalty: 5722.188965
	Iteration 66Q: 3 clusters Score -8986140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -8986141.000000 Penalty: 5722.188965
	Iteration 67Q: 3 clusters Score -8986141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -8986147.000000 Penalty: 5722.188965
	Iteration 68Q: 3 clusters Score -8986147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 101625 members 
Entering Unmasked Estep 
Score: -8986153.000000 Penalty: 5722.188965
	Iteration 69Q: 3 clusters Score -8986153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -8986158.000000 Penalty: 5722.188965
	Iteration 70Q: 3 clusters Score -8986158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -8986156.000000 Penalty: 5722.188965
	Iteration 71Q: 3 clusters Score -8986156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -8986161.000000 Penalty: 5722.188965
	Iteration 72Q: 3 clusters Score -8986161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -8986164.000000 Penalty: 5722.188965
	Iteration 73Q: 3 clusters Score -8986164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 101647 members 
Entering Unmasked Estep 
Score: -8986168.000000 Penalty: 5722.188965
	Iteration 74Q: 3 clusters Score -8986168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -8986167.000000 Penalty: 5722.188965
	Iteration 75Q: 3 clusters Score -8986167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 101655 members 
Entering Unmasked Estep 
Score: -8986179.000000 Penalty: 5722.188965
	Iteration 76Q: 3 clusters Score -8986179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 101658 members 
Entering Unmasked Estep 
Score: -8986177.000000 Penalty: 5722.188965
	Iteration 77Q: 3 clusters Score -8986177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -8986165.000000 Penalty: 5722.188965
	Iteration 78Q: 3 clusters Score -8986165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -8986171.000000 Penalty: 5722.188965
	Iteration 79Q: 3 clusters Score -8986171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -8986173.000000 Penalty: 5722.188965
	Iteration 80F: 3 clusters Score -8986173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -8986179.000000 Penalty: 5722.188965
	Iteration 81Q: 3 clusters Score -8986179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -8986174.000000 Penalty: 5722.188965
	Iteration 82Q: 3 clusters Score -8986174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 101665 members 
Entering Unmasked Estep 
Score: -8986180.000000 Penalty: 5722.188965
	Iteration 83Q: 3 clusters Score -8986180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 101668 members 
Entering Unmasked Estep 
Score: -8986182.000000 Penalty: 5722.188965
	Iteration 84Q: 3 clusters Score -8986182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 101669 members 
Entering Unmasked Estep 
Score: -8986178.000000 Penalty: 5722.188965
	Iteration 85Q: 3 clusters Score -8986178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -8986165.000000 Penalty: 5722.188965
	Iteration 86Q: 3 clusters Score -8986165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 101673 members 
Entering Unmasked Estep 
Score: -8986168.000000 Penalty: 5722.188965
	Iteration 87Q: 3 clusters Score -8986168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -8986172.000000 Penalty: 5722.188965
	Iteration 88Q: 3 clusters Score -8986172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 101675 members 
Entering Unmasked Estep 
Score: -8986170.000000 Penalty: 5722.188965
	Iteration 89Q: 3 clusters Score -8986170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -8986168.000000 Penalty: 5722.188965
	Iteration 90Q: 3 clusters Score -8986168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -8986168.000000 Penalty: 5722.188965
	Iteration 91F: 3 clusters Score -8986168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -279023.468750 Penalty: 2065.814941
	Iteration 0F: 2 clusters Score -279023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -275003.343750 Penalty: 4131.629883
	Iteration 0F: 3 clusters Score -275003.3 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -276167.562500 Penalty: 4131.629883
	Iteration 1F: 3 clusters Score -276167.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -276540.906250 Penalty: 4131.629883
	Iteration 2F: 3 clusters Score -276540.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -276817.406250 Penalty: 4131.629883
	Iteration 3F: 3 clusters Score -276817.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -276993.875000 Penalty: 4131.629883
	Iteration 4F: 3 clusters Score -276993.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -277127.875000 Penalty: 4131.629883
	Iteration 5Q: 3 clusters Score -277127.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -277258.937500 Penalty: 4131.629883
	Iteration 6Q: 3 clusters Score -277258.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -277364.156250 Penalty: 4131.629883
	Iteration 7Q: 3 clusters Score -277364.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -277449.281250 Penalty: 4131.629883
	Iteration 8Q: 3 clusters Score -277449.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -277520.625000 Penalty: 4131.629883
	Iteration 9Q: 3 clusters Score -277520.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -277598.000000 Penalty: 4131.629883
	Iteration 10Q: 3 clusters Score -277598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -277664.843750 Penalty: 4131.629883
	Iteration 11Q: 3 clusters Score -277664.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -277733.062500 Penalty: 4131.629883
	Iteration 12Q: 3 clusters Score -277733.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -277832.750000 Penalty: 4131.629883
	Iteration 13Q: 3 clusters Score -277832.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -277907.875000 Penalty: 4131.629883
	Iteration 14Q: 3 clusters Score -277907.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -277958.156250 Penalty: 4131.629883
	Iteration 15Q: 3 clusters Score -277958.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -277997.156250 Penalty: 4131.629883
	Iteration 16Q: 3 clusters Score -277997.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -278035.187500 Penalty: 4131.629883
	Iteration 17Q: 3 clusters Score -278035.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -278059.125000 Penalty: 4131.629883
	Iteration 18Q: 3 clusters Score -278059.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -278078.718750 Penalty: 4131.629883
	Iteration 19Q: 3 clusters Score -278078.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -278093.718750 Penalty: 4131.629883
	Iteration 20F: 3 clusters Score -278093.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -278105.781250 Penalty: 4131.629883
	Iteration 21Q: 3 clusters Score -278105.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -278117.593750 Penalty: 4131.629883
	Iteration 22Q: 3 clusters Score -278117.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -278126.531250 Penalty: 4131.629883
	Iteration 23Q: 3 clusters Score -278126.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -278138.218750 Penalty: 4131.629883
	Iteration 24Q: 3 clusters Score -278138.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -278153.437500 Penalty: 4131.629883
	Iteration 25Q: 3 clusters Score -278153.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -278162.531250 Penalty: 4131.629883
	Iteration 26Q: 3 clusters Score -278162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -278167.718750 Penalty: 4131.629883
	Iteration 27Q: 3 clusters Score -278167.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -278175.812500 Penalty: 4131.629883
	Iteration 28Q: 3 clusters Score -278175.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -278182.968750 Penalty: 4131.629883
	Iteration 29Q: 3 clusters Score -278183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -278195.343750 Penalty: 4131.629883
	Iteration 30Q: 3 clusters Score -278195.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -278211.437500 Penalty: 4131.629883
	Iteration 31Q: 3 clusters Score -278211.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -278230.718750 Penalty: 4131.629883
	Iteration 32Q: 3 clusters Score -278230.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -278246.500000 Penalty: 4131.629883
	Iteration 33Q: 3 clusters Score -278246.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -278260.375000 Penalty: 4131.629883
	Iteration 34Q: 3 clusters Score -278260.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -278272.812500 Penalty: 4131.629883
	Iteration 35Q: 3 clusters Score -278272.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -278280.125000 Penalty: 4131.629883
	Iteration 36Q: 3 clusters Score -278280.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -278286.250000 Penalty: 4131.629883
	Iteration 37Q: 3 clusters Score -278286.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -278290.125000 Penalty: 4131.629883
	Iteration 38Q: 3 clusters Score -278290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -278294.812500 Penalty: 4131.629883
	Iteration 39Q: 3 clusters Score -278294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -278297.406250 Penalty: 4131.629883
	Iteration 40F: 3 clusters Score -278297.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -278301.218750 Penalty: 4131.629883
	Iteration 41Q: 3 clusters Score -278301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -278304.500000 Penalty: 4131.629883
	Iteration 42Q: 3 clusters Score -278304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -278307.156250 Penalty: 4131.629883
	Iteration 43Q: 3 clusters Score -278307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -278310.687500 Penalty: 4131.629883
	Iteration 44Q: 3 clusters Score -278310.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -278313.812500 Penalty: 4131.629883
	Iteration 45Q: 3 clusters Score -278313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -278315.250000 Penalty: 4131.629883
	Iteration 46Q: 3 clusters Score -278315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -278316.687500 Penalty: 4131.629883
	Iteration 47Q: 3 clusters Score -278316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -278317.625000 Penalty: 4131.629883
	Iteration 48Q: 3 clusters Score -278317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -278319.187500 Penalty: 4131.629883
	Iteration 49Q: 3 clusters Score -278319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -278326.937500 Penalty: 4131.629883
	Iteration 50Q: 3 clusters Score -278326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -278330.562500 Penalty: 4131.629883
	Iteration 51Q: 3 clusters Score -278330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -278331.656250 Penalty: 4131.629883
	Iteration 52Q: 3 clusters Score -278331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -278333.281250 Penalty: 4131.629883
	Iteration 53Q: 3 clusters Score -278333.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -278333.281250 Penalty: 4131.629883
	Iteration 54F: 3 clusters Score -278333.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Entering Unmasked Estep 
Score: -1738668.500000 Penalty: 2467.750977
	Iteration 0F: 2 clusters Score -1738668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1724022.000000 Penalty: 4935.501953
	Iteration 0F: 3 clusters Score -1724022 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1729108.250000 Penalty: 4935.501953
	Iteration 1F: 3 clusters Score -1729108 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1729656.750000 Penalty: 4935.501953
	Iteration 2F: 3 clusters Score -1729657 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1730163.375000 Penalty: 4935.501953
	Iteration 3F: 3 clusters Score -1730163 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1730654.875000 Penalty: 4935.501953
	Iteration 4Q: 3 clusters Score -1730655 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1731123.625000 Penalty: 4935.501953
	Iteration 5Q: 3 clusters Score -1731124 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1731585.250000 Penalty: 4935.501953
	Iteration 6Q: 3 clusters Score -1731585 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1732058.500000 Penalty: 4935.501953
	Iteration 7Q: 3 clusters Score -1732058 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1732566.875000 Penalty: 4935.501953
	Iteration 8Q: 3 clusters Score -1732567 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1733099.875000 Penalty: 4935.501953
	Iteration 9Q: 3 clusters Score -1733100 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1733628.250000 Penalty: 4935.501953
	Iteration 10Q: 3 clusters Score -1733628 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1734054.750000 Penalty: 4935.501953
	Iteration 11Q: 3 clusters Score -1734055 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1734371.375000 Penalty: 4935.501953
	Iteration 12Q: 3 clusters Score -1734371 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1734617.625000 Penalty: 4935.501953
	Iteration 13Q: 3 clusters Score -1734618 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1734775.375000 Penalty: 4935.501953
	Iteration 14Q: 3 clusters Score -1734775 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1734895.750000 Penalty: 4935.501953
	Iteration 15Q: 3 clusters Score -1734896 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1734991.250000 Penalty: 4935.501953
	Iteration 16Q: 3 clusters Score -1734991 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1735049.125000 Penalty: 4935.501953
	Iteration 17Q: 3 clusters Score -1735049 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1735093.375000 Penalty: 4935.501953
	Iteration 18Q: 3 clusters Score -1735093 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1735125.125000 Penalty: 4935.501953
	Iteration 19Q: 3 clusters Score -1735125 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1735142.375000 Penalty: 4935.501953
	Iteration 20F: 3 clusters Score -1735142 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1735161.375000 Penalty: 4935.501953
	Iteration 21Q: 3 clusters Score -1735161 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1735181.000000 Penalty: 4935.501953
	Iteration 22Q: 3 clusters Score -1735181 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1735185.875000 Penalty: 4935.501953
	Iteration 23Q: 3 clusters Score -1735186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1735192.000000 Penalty: 4935.501953
	Iteration 24Q: 3 clusters Score -1735192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1735197.375000 Penalty: 4935.501953
	Iteration 25Q: 3 clusters Score -1735197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1735194.750000 Penalty: 4935.501953
	Iteration 26Q: 3 clusters Score -1735195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1735200.250000 Penalty: 4935.501953
	Iteration 27Q: 3 clusters Score -1735200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1735200.375000 Penalty: 4935.501953
	Iteration 28Q: 3 clusters Score -1735200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1735201.125000 Penalty: 4935.501953
	Iteration 29Q: 3 clusters Score -1735201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1735203.750000 Penalty: 4935.501953
	Iteration 30Q: 3 clusters Score -1735204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1735208.750000 Penalty: 4935.501953
	Iteration 31Q: 3 clusters Score -1735209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1735214.750000 Penalty: 4935.501953
	Iteration 32Q: 3 clusters Score -1735215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1735220.500000 Penalty: 4935.501953
	Iteration 33Q: 3 clusters Score -1735220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1735223.500000 Penalty: 4935.501953
	Iteration 34Q: 3 clusters Score -1735224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1735226.625000 Penalty: 4935.501953
	Iteration 35Q: 3 clusters Score -1735227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1735225.250000 Penalty: 4935.501953
	Iteration 36Q: 3 clusters Score -1735225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1735233.000000 Penalty: 4935.501953
	Iteration 37Q: 3 clusters Score -1735233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1735231.375000 Penalty: 4935.501953
	Iteration 38Q: 3 clusters Score -1735231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1735233.500000 Penalty: 4935.501953
	Iteration 39Q: 3 clusters Score -1735234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1735234.375000 Penalty: 4935.501953
	Iteration 40F: 3 clusters Score -1735234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1735235.375000 Penalty: 4935.501953
	Iteration 41Q: 3 clusters Score -1735235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1735236.750000 Penalty: 4935.501953
	Iteration 42Q: 3 clusters Score -1735237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1735238.375000 Penalty: 4935.501953
	Iteration 43Q: 3 clusters Score -1735238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1735247.000000 Penalty: 4935.501953
	Iteration 44Q: 3 clusters Score -1735247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1735246.500000 Penalty: 4935.501953
	Iteration 45Q: 3 clusters Score -1735246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1735247.250000 Penalty: 4935.501953
	Iteration 46Q: 3 clusters Score -1735247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1735247.250000 Penalty: 4935.501953
	Iteration 47Q: 3 clusters Score -1735247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1735248.000000 Penalty: 4935.501953
	Iteration 48Q: 3 clusters Score -1735248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1735248.500000 Penalty: 4935.501953
	Iteration 49Q: 3 clusters Score -1735248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1735249.875000 Penalty: 4935.501953
	Iteration 50Q: 3 clusters Score -1735250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1735248.625000 Penalty: 4935.501953
	Iteration 51Q: 3 clusters Score -1735249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1735248.250000 Penalty: 4935.501953
	Iteration 52Q: 3 clusters Score -1735248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1735249.125000 Penalty: 4935.501953
	Iteration 53Q: 3 clusters Score -1735249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1735251.750000 Penalty: 4935.501953
	Iteration 54Q: 3 clusters Score -1735252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1735252.750000 Penalty: 4935.501953
	Iteration 55Q: 3 clusters Score -1735253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1735253.375000 Penalty: 4935.501953
	Iteration 56Q: 3 clusters Score -1735253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1735251.875000 Penalty: 4935.501953
	Iteration 57Q: 3 clusters Score -1735252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1735251.875000 Penalty: 4935.501953
	Iteration 58Q: 3 clusters Score -1735252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1735253.500000 Penalty: 4935.501953
	Iteration 59Q: 3 clusters Score -1735254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1735255.250000 Penalty: 4935.501953
	Iteration 60F: 3 clusters Score -1735255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1735255.875000 Penalty: 4935.501953
	Iteration 61Q: 3 clusters Score -1735256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1735253.750000 Penalty: 4935.501953
	Iteration 62Q: 3 clusters Score -1735254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1735258.500000 Penalty: 4935.501953
	Iteration 63Q: 3 clusters Score -1735258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1735259.500000 Penalty: 4935.501953
	Iteration 64Q: 3 clusters Score -1735260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1735257.875000 Penalty: 4935.501953
	Iteration 65Q: 3 clusters Score -1735258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1735256.375000 Penalty: 4935.501953
	Iteration 66Q: 3 clusters Score -1735256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1735256.375000 Penalty: 4935.501953
	Iteration 67F: 3 clusters Score -1735256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Entering Unmasked Estep 
Score: -710012.875000 Penalty: 2243.597168
	Iteration 0F: 2 clusters Score -710012.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -703252.812500 Penalty: 4487.194336
	Iteration 0F: 3 clusters Score -703252.8 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -705241.125000 Penalty: 4487.194336
	Iteration 1F: 3 clusters Score -705241.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -705633.312500 Penalty: 4487.194336
	Iteration 2F: 3 clusters Score -705633.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -705947.187500 Penalty: 4487.194336
	Iteration 3F: 3 clusters Score -705947.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -706197.375000 Penalty: 4487.194336
	Iteration 4Q: 3 clusters Score -706197.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -706415.812500 Penalty: 4487.194336
	Iteration 5Q: 3 clusters Score -706415.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -706651.375000 Penalty: 4487.194336
	Iteration 6Q: 3 clusters Score -706651.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -706861.375000 Penalty: 4487.194336
	Iteration 7Q: 3 clusters Score -706861.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -707058.562500 Penalty: 4487.194336
	Iteration 8Q: 3 clusters Score -707058.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -707287.250000 Penalty: 4487.194336
	Iteration 9Q: 3 clusters Score -707287.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -707535.562500 Penalty: 4487.194336
	Iteration 10Q: 3 clusters Score -707535.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -707802.312500 Penalty: 4487.194336
	Iteration 11Q: 3 clusters Score -707802.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -708108.312500 Penalty: 4487.194336
	Iteration 12Q: 3 clusters Score -708108.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -708458.875000 Penalty: 4487.194336
	Iteration 13Q: 3 clusters Score -708458.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -708759.875000 Penalty: 4487.194336
	Iteration 14Q: 3 clusters Score -708759.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -708943.625000 Penalty: 4487.194336
	Iteration 15Q: 3 clusters Score -708943.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -709034.687500 Penalty: 4487.194336
	Iteration 16Q: 3 clusters Score -709034.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -709085.125000 Penalty: 4487.194336
	Iteration 17Q: 3 clusters Score -709085.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -709103.250000 Penalty: 4487.194336
	Iteration 18Q: 3 clusters Score -709103.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -709110.062500 Penalty: 4487.194336
	Iteration 19Q: 3 clusters Score -709110.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -709116.500000 Penalty: 4487.194336
	Iteration 20F: 3 clusters Score -709116.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -709121.250000 Penalty: 4487.194336
	Iteration 21Q: 3 clusters Score -709121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -709123.187500 Penalty: 4487.194336
	Iteration 22Q: 3 clusters Score -709123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -709124.625000 Penalty: 4487.194336
	Iteration 23Q: 3 clusters Score -709124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -709124.562500 Penalty: 4487.194336
	Iteration 24Q: 3 clusters Score -709124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -709125.562500 Penalty: 4487.194336
	Iteration 25Q: 3 clusters Score -709125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -709127.062500 Penalty: 4487.194336
	Iteration 26Q: 3 clusters Score -709127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -709127.062500 Penalty: 4487.194336
	Iteration 27F: 3 clusters Score -709127.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -538269.500000 Penalty: 2183.844727
	Iteration 0F: 2 clusters Score -538269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -532645.562500 Penalty: 4367.689453
	Iteration 0F: 3 clusters Score -532645.6 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -534205.500000 Penalty: 4367.689453
	Iteration 1F: 3 clusters Score -534205.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -534543.687500 Penalty: 4367.689453
	Iteration 2F: 3 clusters Score -534543.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -534822.625000 Penalty: 4367.689453
	Iteration 3F: 3 clusters Score -534822.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -535107.125000 Penalty: 4367.689453
	Iteration 4F: 3 clusters Score -535107.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -535488.875000 Penalty: 4367.689453
	Iteration 5F: 3 clusters Score -535488.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -535967.750000 Penalty: 4367.689453
	Iteration 6F: 3 clusters Score -535967.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -536339.812500 Penalty: 4367.689453
	Iteration 7F: 3 clusters Score -536339.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -536639.125000 Penalty: 4367.689453
	Iteration 8Q: 3 clusters Score -536639.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -536883.625000 Penalty: 4367.689453
	Iteration 9Q: 3 clusters Score -536883.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -537075.812500 Penalty: 4367.689453
	Iteration 10Q: 3 clusters Score -537075.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -537215.250000 Penalty: 4367.689453
	Iteration 11Q: 3 clusters Score -537215.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -537315.187500 Penalty: 4367.689453
	Iteration 12Q: 3 clusters Score -537315.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -537393.625000 Penalty: 4367.689453
	Iteration 13Q: 3 clusters Score -537393.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -537467.062500 Penalty: 4367.689453
	Iteration 14Q: 3 clusters Score -537467.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -537536.625000 Penalty: 4367.689453
	Iteration 15Q: 3 clusters Score -537536.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -537600.250000 Penalty: 4367.689453
	Iteration 16Q: 3 clusters Score -537600.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -537663.687500 Penalty: 4367.689453
	Iteration 17Q: 3 clusters Score -537663.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -537734.937500 Penalty: 4367.689453
	Iteration 18Q: 3 clusters Score -537734.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -537818.375000 Penalty: 4367.689453
	Iteration 19Q: 3 clusters Score -537818.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -537890.062500 Penalty: 4367.689453
	Iteration 20F: 3 clusters Score -537890.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -537937.000000 Penalty: 4367.689453
	Iteration 21Q: 3 clusters Score -537937 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -537961.937500 Penalty: 4367.689453
	Iteration 22Q: 3 clusters Score -537961.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -537985.250000 Penalty: 4367.689453
	Iteration 23Q: 3 clusters Score -537985.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -538006.812500 Penalty: 4367.689453
	Iteration 24Q: 3 clusters Score -538006.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -538018.750000 Penalty: 4367.689453
	Iteration 25Q: 3 clusters Score -538018.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -538026.500000 Penalty: 4367.689453
	Iteration 26Q: 3 clusters Score -538026.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -538034.812500 Penalty: 4367.689453
	Iteration 27Q: 3 clusters Score -538034.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -538042.125000 Penalty: 4367.689453
	Iteration 28Q: 3 clusters Score -538042.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -538047.250000 Penalty: 4367.689453
	Iteration 29Q: 3 clusters Score -538047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -538052.937500 Penalty: 4367.689453
	Iteration 30Q: 3 clusters Score -538052.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -538059.562500 Penalty: 4367.689453
	Iteration 31Q: 3 clusters Score -538059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -538063.000000 Penalty: 4367.689453
	Iteration 32Q: 3 clusters Score -538063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -538064.875000 Penalty: 4367.689453
	Iteration 33Q: 3 clusters Score -538064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -538067.687500 Penalty: 4367.689453
	Iteration 34Q: 3 clusters Score -538067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -538068.875000 Penalty: 4367.689453
	Iteration 35Q: 3 clusters Score -538068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -538069.437500 Penalty: 4367.689453
	Iteration 36Q: 3 clusters Score -538069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -538069.500000 Penalty: 4367.689453
	Iteration 37Q: 3 clusters Score -538069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -538070.875000 Penalty: 4367.689453
	Iteration 38Q: 3 clusters Score -538070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -538070.875000 Penalty: 4367.689453
	Iteration 39F: 3 clusters Score -538070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -510617.718750 Penalty: 2164.970703
	Iteration 0F: 2 clusters Score -510617.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -505378.968750 Penalty: 4329.941406
	Iteration 0F: 3 clusters Score -505379 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -506766.625000 Penalty: 4329.941406
	Iteration 1F: 3 clusters Score -506766.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -506995.562500 Penalty: 4329.941406
	Iteration 2F: 3 clusters Score -506995.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -507151.968750 Penalty: 4329.941406
	Iteration 3F: 3 clusters Score -507152 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -507253.968750 Penalty: 4329.941406
	Iteration 4Q: 3 clusters Score -507254 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -507347.375000 Penalty: 4329.941406
	Iteration 5Q: 3 clusters Score -507347.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -507428.750000 Penalty: 4329.941406
	Iteration 6Q: 3 clusters Score -507428.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -507510.250000 Penalty: 4329.941406
	Iteration 7Q: 3 clusters Score -507510.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -507588.000000 Penalty: 4329.941406
	Iteration 8Q: 3 clusters Score -507588 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -507669.750000 Penalty: 4329.941406
	Iteration 9Q: 3 clusters Score -507669.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -507740.187500 Penalty: 4329.941406
	Iteration 10Q: 3 clusters Score -507740.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -507817.843750 Penalty: 4329.941406
	Iteration 11Q: 3 clusters Score -507817.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -507887.843750 Penalty: 4329.941406
	Iteration 12Q: 3 clusters Score -507887.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -507954.437500 Penalty: 4329.941406
	Iteration 13Q: 3 clusters Score -507954.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -508012.375000 Penalty: 4329.941406
	Iteration 14Q: 3 clusters Score -508012.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -508069.906250 Penalty: 4329.941406
	Iteration 15Q: 3 clusters Score -508069.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -508141.687500 Penalty: 4329.941406
	Iteration 16Q: 3 clusters Score -508141.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -508221.312500 Penalty: 4329.941406
	Iteration 17Q: 3 clusters Score -508221.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -508283.437500 Penalty: 4329.941406
	Iteration 18Q: 3 clusters Score -508283.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -508323.687500 Penalty: 4329.941406
	Iteration 19Q: 3 clusters Score -508323.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -508355.687500 Penalty: 4329.941406
	Iteration 20F: 3 clusters Score -508355.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -508382.437500 Penalty: 4329.941406
	Iteration 21Q: 3 clusters Score -508382.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -508409.593750 Penalty: 4329.941406
	Iteration 22Q: 3 clusters Score -508409.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -508437.906250 Penalty: 4329.941406
	Iteration 23Q: 3 clusters Score -508437.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -508461.031250 Penalty: 4329.941406
	Iteration 24Q: 3 clusters Score -508461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -508484.937500 Penalty: 4329.941406
	Iteration 25Q: 3 clusters Score -508484.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -508511.250000 Penalty: 4329.941406
	Iteration 26Q: 3 clusters Score -508511.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -508531.875000 Penalty: 4329.941406
	Iteration 27Q: 3 clusters Score -508531.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -508550.625000 Penalty: 4329.941406
	Iteration 28Q: 3 clusters Score -508550.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -508563.812500 Penalty: 4329.941406
	Iteration 29Q: 3 clusters Score -508563.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -508575.781250 Penalty: 4329.941406
	Iteration 30Q: 3 clusters Score -508575.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -508590.875000 Penalty: 4329.941406
	Iteration 31Q: 3 clusters Score -508590.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -508601.187500 Penalty: 4329.941406
	Iteration 32Q: 3 clusters Score -508601.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -508613.406250 Penalty: 4329.941406
	Iteration 33Q: 3 clusters Score -508613.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -508628.343750 Penalty: 4329.941406
	Iteration 34Q: 3 clusters Score -508628.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -508638.156250 Penalty: 4329.941406
	Iteration 35Q: 3 clusters Score -508638.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -508646.093750 Penalty: 4329.941406
	Iteration 36Q: 3 clusters Score -508646.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -508650.000000 Penalty: 4329.941406
	Iteration 37Q: 3 clusters Score -508650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -508652.218750 Penalty: 4329.941406
	Iteration 38Q: 3 clusters Score -508652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -508653.531250 Penalty: 4329.941406
	Iteration 39Q: 3 clusters Score -508653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -508656.593750 Penalty: 4329.941406
	Iteration 40F: 3 clusters Score -508656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -508658.625000 Penalty: 4329.941406
	Iteration 41Q: 3 clusters Score -508658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -508663.062500 Penalty: 4329.941406
	Iteration 42Q: 3 clusters Score -508663.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -508666.062500 Penalty: 4329.941406
	Iteration 43Q: 3 clusters Score -508666.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -508671.656250 Penalty: 4329.941406
	Iteration 44Q: 3 clusters Score -508671.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -508678.406250 Penalty: 4329.941406
	Iteration 45Q: 3 clusters Score -508678.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -508683.375000 Penalty: 4329.941406
	Iteration 46Q: 3 clusters Score -508683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -508688.250000 Penalty: 4329.941406
	Iteration 47Q: 3 clusters Score -508688.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -508694.750000 Penalty: 4329.941406
	Iteration 48Q: 3 clusters Score -508694.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -508703.437500 Penalty: 4329.941406
	Iteration 49Q: 3 clusters Score -508703.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -508716.281250 Penalty: 4329.941406
	Iteration 50Q: 3 clusters Score -508716.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -508731.000000 Penalty: 4329.941406
	Iteration 51Q: 3 clusters Score -508731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -508748.250000 Penalty: 4329.941406
	Iteration 52Q: 3 clusters Score -508748.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -508765.468750 Penalty: 4329.941406
	Iteration 53Q: 3 clusters Score -508765.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -508781.031250 Penalty: 4329.941406
	Iteration 54Q: 3 clusters Score -508781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -508799.000000 Penalty: 4329.941406
	Iteration 55Q: 3 clusters Score -508799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -508811.750000 Penalty: 4329.941406
	Iteration 56Q: 3 clusters Score -508811.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -508825.812500 Penalty: 4329.941406
	Iteration 57Q: 3 clusters Score -508825.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -508843.281250 Penalty: 4329.941406
	Iteration 58Q: 3 clusters Score -508843.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -508859.093750 Penalty: 4329.941406
	Iteration 59Q: 3 clusters Score -508859.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -508878.000000 Penalty: 4329.941406
	Iteration 60F: 3 clusters Score -508878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -508890.968750 Penalty: 4329.941406
	Iteration 61Q: 3 clusters Score -508891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -508898.343750 Penalty: 4329.941406
	Iteration 62Q: 3 clusters Score -508898.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -508904.312500 Penalty: 4329.941406
	Iteration 63Q: 3 clusters Score -508904.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -508908.031250 Penalty: 4329.941406
	Iteration 64Q: 3 clusters Score -508908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -508912.406250 Penalty: 4329.941406
	Iteration 65Q: 3 clusters Score -508912.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -508916.125000 Penalty: 4329.941406
	Iteration 66Q: 3 clusters Score -508916.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -508921.656250 Penalty: 4329.941406
	Iteration 67Q: 3 clusters Score -508921.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -508923.968750 Penalty: 4329.941406
	Iteration 68Q: 3 clusters Score -508924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -508926.343750 Penalty: 4329.941406
	Iteration 69Q: 3 clusters Score -508926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -508926.781250 Penalty: 4329.941406
	Iteration 70Q: 3 clusters Score -508926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -508929.718750 Penalty: 4329.941406
	Iteration 71Q: 3 clusters Score -508929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -508931.218750 Penalty: 4329.941406
	Iteration 72Q: 3 clusters Score -508931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -508932.500000 Penalty: 4329.941406
	Iteration 73Q: 3 clusters Score -508932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -508932.656250 Penalty: 4329.941406
	Iteration 74Q: 3 clusters Score -508932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -508933.968750 Penalty: 4329.941406
	Iteration 75Q: 3 clusters Score -508934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -508933.593750 Penalty: 4329.941406
	Iteration 76Q: 3 clusters Score -508933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -508933.625000 Penalty: 4329.941406
	Iteration 77Q: 3 clusters Score -508933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -508933.656250 Penalty: 4329.941406
	Iteration 78Q: 3 clusters Score -508933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -508933.687500 Penalty: 4329.941406
	Iteration 79Q: 3 clusters Score -508933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -508934.812500 Penalty: 4329.941406
	Iteration 80F: 3 clusters Score -508934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -508935.593750 Penalty: 4329.941406
	Iteration 81Q: 3 clusters Score -508935.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -508935.593750 Penalty: 4329.941406
	Iteration 82F: 3 clusters Score -508935.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Entering Unmasked Estep 
Score: -1639509.500000 Penalty: 2442.350342
	Iteration 0F: 2 clusters Score -1639510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1626113.250000 Penalty: 4884.700684
	Iteration 0F: 3 clusters Score -1626113 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1630759.500000 Penalty: 4884.700684
	Iteration 1F: 3 clusters Score -1630760 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1631463.125000 Penalty: 4884.700684
	Iteration 2F: 3 clusters Score -1631463 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1632177.125000 Penalty: 4884.700684
	Iteration 3F: 3 clusters Score -1632177 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1632917.750000 Penalty: 4884.700684
	Iteration 4F: 3 clusters Score -1632918 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1633667.750000 Penalty: 4884.700684
	Iteration 5F: 3 clusters Score -1633668 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1634339.625000 Penalty: 4884.700684
	Iteration 6F: 3 clusters Score -1634340 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1634835.750000 Penalty: 4884.700684
	Iteration 7Q: 3 clusters Score -1634836 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1635136.000000 Penalty: 4884.700684
	Iteration 8Q: 3 clusters Score -1635136 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1635341.750000 Penalty: 4884.700684
	Iteration 9Q: 3 clusters Score -1635342 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1635513.375000 Penalty: 4884.700684
	Iteration 10Q: 3 clusters Score -1635513 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1635672.875000 Penalty: 4884.700684
	Iteration 11Q: 3 clusters Score -1635673 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1635808.875000 Penalty: 4884.700684
	Iteration 12Q: 3 clusters Score -1635809 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1635934.500000 Penalty: 4884.700684
	Iteration 13Q: 3 clusters Score -1635934 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1636079.125000 Penalty: 4884.700684
	Iteration 14Q: 3 clusters Score -1636079 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1636208.875000 Penalty: 4884.700684
	Iteration 15Q: 3 clusters Score -1636209 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1636325.375000 Penalty: 4884.700684
	Iteration 16Q: 3 clusters Score -1636325 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1636454.250000 Penalty: 4884.700684
	Iteration 17Q: 3 clusters Score -1636454 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1636559.750000 Penalty: 4884.700684
	Iteration 18Q: 3 clusters Score -1636560 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1636679.750000 Penalty: 4884.700684
	Iteration 19Q: 3 clusters Score -1636680 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1636768.750000 Penalty: 4884.700684
	Iteration 20F: 3 clusters Score -1636769 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1636864.125000 Penalty: 4884.700684
	Iteration 21Q: 3 clusters Score -1636864 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1636957.375000 Penalty: 4884.700684
	Iteration 22Q: 3 clusters Score -1636957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1637029.000000 Penalty: 4884.700684
	Iteration 23Q: 3 clusters Score -1637029 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1637086.375000 Penalty: 4884.700684
	Iteration 24Q: 3 clusters Score -1637086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1637126.375000 Penalty: 4884.700684
	Iteration 25Q: 3 clusters Score -1637126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1637168.625000 Penalty: 4884.700684
	Iteration 26Q: 3 clusters Score -1637169 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1637211.750000 Penalty: 4884.700684
	Iteration 27Q: 3 clusters Score -1637212 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1637261.375000 Penalty: 4884.700684
	Iteration 28Q: 3 clusters Score -1637261 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -1637293.000000 Penalty: 4884.700684
	Iteration 29Q: 3 clusters Score -1637293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1637338.375000 Penalty: 4884.700684
	Iteration 30Q: 3 clusters Score -1637338 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1637357.250000 Penalty: 4884.700684
	Iteration 31Q: 3 clusters Score -1637357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1637389.250000 Penalty: 4884.700684
	Iteration 32Q: 3 clusters Score -1637389 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1637407.000000 Penalty: 4884.700684
	Iteration 33Q: 3 clusters Score -1637407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1637430.875000 Penalty: 4884.700684
	Iteration 34Q: 3 clusters Score -1637431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1637457.500000 Penalty: 4884.700684
	Iteration 35Q: 3 clusters Score -1637458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1637478.500000 Penalty: 4884.700684
	Iteration 36Q: 3 clusters Score -1637478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1637503.875000 Penalty: 4884.700684
	Iteration 37Q: 3 clusters Score -1637504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1637529.750000 Penalty: 4884.700684
	Iteration 38Q: 3 clusters Score -1637530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1637553.250000 Penalty: 4884.700684
	Iteration 39Q: 3 clusters Score -1637553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -1637575.250000 Penalty: 4884.700684
	Iteration 40F: 3 clusters Score -1637575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1637586.500000 Penalty: 4884.700684
	Iteration 41Q: 3 clusters Score -1637586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -1637604.875000 Penalty: 4884.700684
	Iteration 42Q: 3 clusters Score -1637605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1637614.125000 Penalty: 4884.700684
	Iteration 43Q: 3 clusters Score -1637614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -1637626.500000 Penalty: 4884.700684
	Iteration 44Q: 3 clusters Score -1637626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1637633.250000 Penalty: 4884.700684
	Iteration 45Q: 3 clusters Score -1637633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1637640.000000 Penalty: 4884.700684
	Iteration 46Q: 3 clusters Score -1637640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1637647.125000 Penalty: 4884.700684
	Iteration 47Q: 3 clusters Score -1637647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1637656.375000 Penalty: 4884.700684
	Iteration 48Q: 3 clusters Score -1637656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1637666.500000 Penalty: 4884.700684
	Iteration 49Q: 3 clusters Score -1637666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1637676.250000 Penalty: 4884.700684
	Iteration 50Q: 3 clusters Score -1637676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1637686.250000 Penalty: 4884.700684
	Iteration 51Q: 3 clusters Score -1637686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1637699.500000 Penalty: 4884.700684
	Iteration 52Q: 3 clusters Score -1637700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1637707.125000 Penalty: 4884.700684
	Iteration 53Q: 3 clusters Score -1637707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1637711.500000 Penalty: 4884.700684
	Iteration 54Q: 3 clusters Score -1637712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1637717.375000 Penalty: 4884.700684
	Iteration 55Q: 3 clusters Score -1637717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -1637720.375000 Penalty: 4884.700684
	Iteration 56Q: 3 clusters Score -1637720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1637722.625000 Penalty: 4884.700684
	Iteration 57Q: 3 clusters Score -1637723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1637723.125000 Penalty: 4884.700684
	Iteration 58Q: 3 clusters Score -1637723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -1637724.625000 Penalty: 4884.700684
	Iteration 59Q: 3 clusters Score -1637725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1637725.750000 Penalty: 4884.700684
	Iteration 60F: 3 clusters Score -1637726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1637729.625000 Penalty: 4884.700684
	Iteration 61Q: 3 clusters Score -1637730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1637734.125000 Penalty: 4884.700684
	Iteration 62Q: 3 clusters Score -1637734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1637736.500000 Penalty: 4884.700684
	Iteration 63Q: 3 clusters Score -1637736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1637738.500000 Penalty: 4884.700684
	Iteration 64Q: 3 clusters Score -1637738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1637739.750000 Penalty: 4884.700684
	Iteration 65Q: 3 clusters Score -1637740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1637740.125000 Penalty: 4884.700684
	Iteration 66Q: 3 clusters Score -1637740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1637742.875000 Penalty: 4884.700684
	Iteration 67Q: 3 clusters Score -1637743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1637742.875000 Penalty: 4884.700684
	Iteration 68F: 3 clusters Score -1637743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Entering Unmasked Estep 
Score: -2469052.000000 Penalty: 2539.164551
	Iteration 0F: 2 clusters Score -2469052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2449737.750000 Penalty: 5078.329102
	Iteration 0F: 3 clusters Score -2449738 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2456627.250000 Penalty: 5078.329102
	Iteration 1F: 3 clusters Score -2456627 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2457182.500000 Penalty: 5078.329102
	Iteration 2F: 3 clusters Score -2457182 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2457729.500000 Penalty: 5078.329102
	Iteration 3F: 3 clusters Score -2457730 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2458267.250000 Penalty: 5078.329102
	Iteration 4Q: 3 clusters Score -2458267 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2458795.250000 Penalty: 5078.329102
	Iteration 5Q: 3 clusters Score -2458795 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2459367.250000 Penalty: 5078.329102
	Iteration 6Q: 3 clusters Score -2459367 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2460011.000000 Penalty: 5078.329102
	Iteration 7Q: 3 clusters Score -2460011 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2460703.250000 Penalty: 5078.329102
	Iteration 8Q: 3 clusters Score -2460703 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2461445.250000 Penalty: 5078.329102
	Iteration 9Q: 3 clusters Score -2461445 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2462129.000000 Penalty: 5078.329102
	Iteration 10Q: 3 clusters Score -2462129 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2462810.250000 Penalty: 5078.329102
	Iteration 11Q: 3 clusters Score -2462810 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2463410.250000 Penalty: 5078.329102
	Iteration 12Q: 3 clusters Score -2463410 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2463923.500000 Penalty: 5078.329102
	Iteration 13Q: 3 clusters Score -2463924 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2464368.250000 Penalty: 5078.329102
	Iteration 14Q: 3 clusters Score -2464368 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2464709.250000 Penalty: 5078.329102
	Iteration 15Q: 3 clusters Score -2464709 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2464973.750000 Penalty: 5078.329102
	Iteration 16Q: 3 clusters Score -2464974 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2465206.250000 Penalty: 5078.329102
	Iteration 17Q: 3 clusters Score -2465206 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2465432.250000 Penalty: 5078.329102
	Iteration 18Q: 3 clusters Score -2465432 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2465624.250000 Penalty: 5078.329102
	Iteration 19Q: 3 clusters Score -2465624 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2465794.000000 Penalty: 5078.329102
	Iteration 20F: 3 clusters Score -2465794 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2465932.250000 Penalty: 5078.329102
	Iteration 21Q: 3 clusters Score -2465932 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2466041.250000 Penalty: 5078.329102
	Iteration 22Q: 3 clusters Score -2466041 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2466118.750000 Penalty: 5078.329102
	Iteration 23Q: 3 clusters Score -2466119 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2466234.750000 Penalty: 5078.329102
	Iteration 24Q: 3 clusters Score -2466235 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2466327.000000 Penalty: 5078.329102
	Iteration 25Q: 3 clusters Score -2466327 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2466432.500000 Penalty: 5078.329102
	Iteration 26Q: 3 clusters Score -2466432 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -2466519.500000 Penalty: 5078.329102
	Iteration 27Q: 3 clusters Score -2466520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2466598.250000 Penalty: 5078.329102
	Iteration 28Q: 3 clusters Score -2466598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2466656.500000 Penalty: 5078.329102
	Iteration 29Q: 3 clusters Score -2466656 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -2466713.250000 Penalty: 5078.329102
	Iteration 30Q: 3 clusters Score -2466713 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -2466747.250000 Penalty: 5078.329102
	Iteration 31Q: 3 clusters Score -2466747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2466777.000000 Penalty: 5078.329102
	Iteration 32Q: 3 clusters Score -2466777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -2466805.250000 Penalty: 5078.329102
	Iteration 33Q: 3 clusters Score -2466805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -2466823.750000 Penalty: 5078.329102
	Iteration 34Q: 3 clusters Score -2466824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2466846.000000 Penalty: 5078.329102
	Iteration 35Q: 3 clusters Score -2466846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -2466860.250000 Penalty: 5078.329102
	Iteration 36Q: 3 clusters Score -2466860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2466882.500000 Penalty: 5078.329102
	Iteration 37Q: 3 clusters Score -2466882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2466902.750000 Penalty: 5078.329102
	Iteration 38Q: 3 clusters Score -2466903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2466920.250000 Penalty: 5078.329102
	Iteration 39Q: 3 clusters Score -2466920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -2466940.250000 Penalty: 5078.329102
	Iteration 40F: 3 clusters Score -2466940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -2466960.000000 Penalty: 5078.329102
	Iteration 41Q: 3 clusters Score -2466960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -2466976.250000 Penalty: 5078.329102
	Iteration 42Q: 3 clusters Score -2466976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -2466989.750000 Penalty: 5078.329102
	Iteration 43Q: 3 clusters Score -2466990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -2467000.000000 Penalty: 5078.329102
	Iteration 44Q: 3 clusters Score -2467000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -2467017.500000 Penalty: 5078.329102
	Iteration 45Q: 3 clusters Score -2467018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -2467027.000000 Penalty: 5078.329102
	Iteration 46Q: 3 clusters Score -2467027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -2467033.250000 Penalty: 5078.329102
	Iteration 47Q: 3 clusters Score -2467033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -2467040.500000 Penalty: 5078.329102
	Iteration 48Q: 3 clusters Score -2467040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2467044.750000 Penalty: 5078.329102
	Iteration 49Q: 3 clusters Score -2467045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -2467044.750000 Penalty: 5078.329102
	Iteration 50Q: 3 clusters Score -2467045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -2467049.500000 Penalty: 5078.329102
	Iteration 51Q: 3 clusters Score -2467050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -2467050.750000 Penalty: 5078.329102
	Iteration 52Q: 3 clusters Score -2467051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -2467052.500000 Penalty: 5078.329102
	Iteration 53Q: 3 clusters Score -2467052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -2467052.750000 Penalty: 5078.329102
	Iteration 54Q: 3 clusters Score -2467053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -2467052.750000 Penalty: 5078.329102
	Iteration 55Q: 3 clusters Score -2467053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -2467052.750000 Penalty: 5078.329102
	Iteration 56F: 3 clusters Score -2467053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -197818.859375 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -197818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -194908.812500 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -194908.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -195465.875000 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -195465.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -195603.078125 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -195603.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -195696.843750 Penalty: 3870.503662
	Iteration 3Q: 3 clusters Score -195696.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -195764.859375 Penalty: 3870.503662
	Iteration 4Q: 3 clusters Score -195764.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -195822.156250 Penalty: 3870.503662
	Iteration 5Q: 3 clusters Score -195822.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -195862.515625 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -195862.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -195901.671875 Penalty: 3870.503662
	Iteration 7Q: 3 clusters Score -195901.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -195933.031250 Penalty: 3870.503662
	Iteration 8Q: 3 clusters Score -195933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -195977.406250 Penalty: 3870.503662
	Iteration 9Q: 3 clusters Score -195977.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -196018.609375 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -196018.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -196063.390625 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -196063.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -196114.890625 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -196114.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -196168.234375 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -196168.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -196241.515625 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -196241.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -196324.593750 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -196324.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -196407.281250 Penalty: 3870.503662
	Iteration 16Q: 3 clusters Score -196407.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -196494.171875 Penalty: 3870.503662
	Iteration 17Q: 3 clusters Score -196494.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -196622.593750 Penalty: 3870.503662
	Iteration 18Q: 3 clusters Score -196622.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -196734.468750 Penalty: 3870.503662
	Iteration 19Q: 3 clusters Score -196734.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -196858.953125 Penalty: 3870.503662
	Iteration 20F: 3 clusters Score -196859 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -196964.109375 Penalty: 3870.503662
	Iteration 21Q: 3 clusters Score -196964.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -197032.468750 Penalty: 3870.503662
	Iteration 22Q: 3 clusters Score -197032.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -197076.640625 Penalty: 3870.503662
	Iteration 23Q: 3 clusters Score -197076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -197108.593750 Penalty: 3870.503662
	Iteration 24Q: 3 clusters Score -197108.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -197130.859375 Penalty: 3870.503662
	Iteration 25Q: 3 clusters Score -197130.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -197149.093750 Penalty: 3870.503662
	Iteration 26Q: 3 clusters Score -197149.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -197159.078125 Penalty: 3870.503662
	Iteration 27Q: 3 clusters Score -197159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -197162.718750 Penalty: 3870.503662
	Iteration 28Q: 3 clusters Score -197162.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -197167.250000 Penalty: 3870.503662
	Iteration 29Q: 3 clusters Score -197167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -197173.078125 Penalty: 3870.503662
	Iteration 30Q: 3 clusters Score -197173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -197177.812500 Penalty: 3870.503662
	Iteration 31Q: 3 clusters Score -197177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -197179.328125 Penalty: 3870.503662
	Iteration 32Q: 3 clusters Score -197179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -197180.421875 Penalty: 3870.503662
	Iteration 33Q: 3 clusters Score -197180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -197180.625000 Penalty: 3870.503662
	Iteration 34Q: 3 clusters Score -197180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -197180.625000 Penalty: 3870.503662
	Iteration 35F: 3 clusters Score -197180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Entering Unmasked Estep 
Score: -2288266.000000 Penalty: 2526.014160
	Iteration 0F: 2 clusters Score -2288266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2270130.750000 Penalty: 5052.028320
	Iteration 0F: 3 clusters Score -2270131 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2276593.750000 Penalty: 5052.028320
	Iteration 1F: 3 clusters Score -2276594 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2277042.500000 Penalty: 5052.028320
	Iteration 2Q: 3 clusters Score -2277042 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2277468.500000 Penalty: 5052.028320
	Iteration 3Q: 3 clusters Score -2277468 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2277892.500000 Penalty: 5052.028320
	Iteration 4Q: 3 clusters Score -2277892 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2278279.750000 Penalty: 5052.028320
	Iteration 5Q: 3 clusters Score -2278280 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2278712.500000 Penalty: 5052.028320
	Iteration 6Q: 3 clusters Score -2278712 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2279235.000000 Penalty: 5052.028320
	Iteration 7Q: 3 clusters Score -2279235 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2279893.250000 Penalty: 5052.028320
	Iteration 8Q: 3 clusters Score -2279893 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2280651.750000 Penalty: 5052.028320
	Iteration 9Q: 3 clusters Score -2280652 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2281528.250000 Penalty: 5052.028320
	Iteration 10Q: 3 clusters Score -2281528 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2282465.500000 Penalty: 5052.028320
	Iteration 11Q: 3 clusters Score -2282466 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2283421.750000 Penalty: 5052.028320
	Iteration 12Q: 3 clusters Score -2283422 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2284194.500000 Penalty: 5052.028320
	Iteration 13Q: 3 clusters Score -2284194 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2284795.000000 Penalty: 5052.028320
	Iteration 14Q: 3 clusters Score -2284795 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2285229.250000 Penalty: 5052.028320
	Iteration 15Q: 3 clusters Score -2285229 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2285539.500000 Penalty: 5052.028320
	Iteration 16Q: 3 clusters Score -2285540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2285754.750000 Penalty: 5052.028320
	Iteration 17Q: 3 clusters Score -2285755 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2285920.000000 Penalty: 5052.028320
	Iteration 18Q: 3 clusters Score -2285920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2286078.000000 Penalty: 5052.028320
	Iteration 19Q: 3 clusters Score -2286078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2286224.500000 Penalty: 5052.028320
	Iteration 20F: 3 clusters Score -2286224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2286324.250000 Penalty: 5052.028320
	Iteration 21Q: 3 clusters Score -2286324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2286391.500000 Penalty: 5052.028320
	Iteration 22Q: 3 clusters Score -2286392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2286435.250000 Penalty: 5052.028320
	Iteration 23Q: 3 clusters Score -2286435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2286461.500000 Penalty: 5052.028320
	Iteration 24Q: 3 clusters Score -2286462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2286473.250000 Penalty: 5052.028320
	Iteration 25Q: 3 clusters Score -2286473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2286487.500000 Penalty: 5052.028320
	Iteration 26Q: 3 clusters Score -2286488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2286491.750000 Penalty: 5052.028320
	Iteration 27Q: 3 clusters Score -2286492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2286495.750000 Penalty: 5052.028320
	Iteration 28Q: 3 clusters Score -2286496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2286502.750000 Penalty: 5052.028320
	Iteration 29Q: 3 clusters Score -2286503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2286505.750000 Penalty: 5052.028320
	Iteration 30Q: 3 clusters Score -2286506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2286505.250000 Penalty: 5052.028320
	Iteration 31Q: 3 clusters Score -2286505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2286503.000000 Penalty: 5052.028320
	Iteration 32Q: 3 clusters Score -2286503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2286503.000000 Penalty: 5052.028320
	Iteration 33F: 3 clusters Score -2286503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -806697.375000 Penalty: 2277.783936
	Iteration 0F: 2 clusters Score -806697.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -799213.375000 Penalty: 4555.567871
	Iteration 0F: 3 clusters Score -799213.4 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -801324.812500 Penalty: 4555.567871
	Iteration 1F: 3 clusters Score -801324.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -801608.750000 Penalty: 4555.567871
	Iteration 2F: 3 clusters Score -801608.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -801795.562500 Penalty: 4555.567871
	Iteration 3Q: 3 clusters Score -801795.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -801945.562500 Penalty: 4555.567871
	Iteration 4Q: 3 clusters Score -801945.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -802066.125000 Penalty: 4555.567871
	Iteration 5Q: 3 clusters Score -802066.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -802168.875000 Penalty: 4555.567871
	Iteration 6Q: 3 clusters Score -802168.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -802276.125000 Penalty: 4555.567871
	Iteration 7Q: 3 clusters Score -802276.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -802413.125000 Penalty: 4555.567871
	Iteration 8Q: 3 clusters Score -802413.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -802582.437500 Penalty: 4555.567871
	Iteration 9Q: 3 clusters Score -802582.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -802772.187500 Penalty: 4555.567871
	Iteration 10Q: 3 clusters Score -802772.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -803006.000000 Penalty: 4555.567871
	Iteration 11Q: 3 clusters Score -803006 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -803271.750000 Penalty: 4555.567871
	Iteration 12Q: 3 clusters Score -803271.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -803591.312500 Penalty: 4555.567871
	Iteration 13Q: 3 clusters Score -803591.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -803909.875000 Penalty: 4555.567871
	Iteration 14Q: 3 clusters Score -803909.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -804165.812500 Penalty: 4555.567871
	Iteration 15Q: 3 clusters Score -804165.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -804352.500000 Penalty: 4555.567871
	Iteration 16Q: 3 clusters Score -804352.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -804464.750000 Penalty: 4555.567871
	Iteration 17Q: 3 clusters Score -804464.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -804537.937500 Penalty: 4555.567871
	Iteration 18Q: 3 clusters Score -804537.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -804575.312500 Penalty: 4555.567871
	Iteration 19Q: 3 clusters Score -804575.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -804607.875000 Penalty: 4555.567871
	Iteration 20F: 3 clusters Score -804607.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -804635.375000 Penalty: 4555.567871
	Iteration 21Q: 3 clusters Score -804635.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -804647.375000 Penalty: 4555.567871
	Iteration 22Q: 3 clusters Score -804647.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -804667.312500 Penalty: 4555.567871
	Iteration 23Q: 3 clusters Score -804667.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -804681.562500 Penalty: 4555.567871
	Iteration 24Q: 3 clusters Score -804681.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -804692.375000 Penalty: 4555.567871
	Iteration 25Q: 3 clusters Score -804692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -804704.937500 Penalty: 4555.567871
	Iteration 26Q: 3 clusters Score -804704.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -804712.937500 Penalty: 4555.567871
	Iteration 27Q: 3 clusters Score -804712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -804716.000000 Penalty: 4555.567871
	Iteration 28Q: 3 clusters Score -804716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -804722.625000 Penalty: 4555.567871
	Iteration 29Q: 3 clusters Score -804722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -804731.062500 Penalty: 4555.567871
	Iteration 30Q: 3 clusters Score -804731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -804736.062500 Penalty: 4555.567871
	Iteration 31Q: 3 clusters Score -804736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -804744.187500 Penalty: 4555.567871
	Iteration 32Q: 3 clusters Score -804744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -804748.062500 Penalty: 4555.567871
	Iteration 33Q: 3 clusters Score -804748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -804750.312500 Penalty: 4555.567871
	Iteration 34Q: 3 clusters Score -804750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -804750.812500 Penalty: 4555.567871
	Iteration 35Q: 3 clusters Score -804750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -804751.562500 Penalty: 4555.567871
	Iteration 36Q: 3 clusters Score -804751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -804751.562500 Penalty: 4555.567871
	Iteration 37F: 3 clusters Score -804751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Entering Unmasked Estep 
Score: -406133.093750 Penalty: 2089.473633
	Iteration 0F: 2 clusters Score -406133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -401879.718750 Penalty: 4178.947266
	Iteration 0F: 3 clusters Score -401879.7 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -402937.781250 Penalty: 4178.947266
	Iteration 1F: 3 clusters Score -402937.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -403379.000000 Penalty: 4178.947266
	Iteration 2F: 3 clusters Score -403379 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -403732.812500 Penalty: 4178.947266
	Iteration 3F: 3 clusters Score -403732.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -404030.093750 Penalty: 4178.947266
	Iteration 4F: 3 clusters Score -404030.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -404235.968750 Penalty: 4178.947266
	Iteration 5F: 3 clusters Score -404236 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -404388.218750 Penalty: 4178.947266
	Iteration 6Q: 3 clusters Score -404388.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -404489.343750 Penalty: 4178.947266
	Iteration 7Q: 3 clusters Score -404489.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -404550.250000 Penalty: 4178.947266
	Iteration 8Q: 3 clusters Score -404550.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -404586.812500 Penalty: 4178.947266
	Iteration 9Q: 3 clusters Score -404586.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -404629.562500 Penalty: 4178.947266
	Iteration 10Q: 3 clusters Score -404629.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -404653.187500 Penalty: 4178.947266
	Iteration 11Q: 3 clusters Score -404653.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -404672.406250 Penalty: 4178.947266
	Iteration 12Q: 3 clusters Score -404672.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -404684.468750 Penalty: 4178.947266
	Iteration 13Q: 3 clusters Score -404684.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -404690.031250 Penalty: 4178.947266
	Iteration 14Q: 3 clusters Score -404690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -404697.718750 Penalty: 4178.947266
	Iteration 15Q: 3 clusters Score -404697.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -404702.406250 Penalty: 4178.947266
	Iteration 16Q: 3 clusters Score -404702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -404705.812500 Penalty: 4178.947266
	Iteration 17Q: 3 clusters Score -404705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -404709.437500 Penalty: 4178.947266
	Iteration 18Q: 3 clusters Score -404709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -404710.781250 Penalty: 4178.947266
	Iteration 19Q: 3 clusters Score -404710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -404712.343750 Penalty: 4178.947266
	Iteration 20F: 3 clusters Score -404712.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -404717.562500 Penalty: 4178.947266
	Iteration 21Q: 3 clusters Score -404717.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -404721.093750 Penalty: 4178.947266
	Iteration 22Q: 3 clusters Score -404721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -404724.062500 Penalty: 4178.947266
	Iteration 23Q: 3 clusters Score -404724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -404726.281250 Penalty: 4178.947266
	Iteration 24Q: 3 clusters Score -404726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -404728.687500 Penalty: 4178.947266
	Iteration 25Q: 3 clusters Score -404728.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -404729.500000 Penalty: 4178.947266
	Iteration 26Q: 3 clusters Score -404729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -404729.625000 Penalty: 4178.947266
	Iteration 27Q: 3 clusters Score -404729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -404730.093750 Penalty: 4178.947266
	Iteration 28Q: 3 clusters Score -404730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -404731.343750 Penalty: 4178.947266
	Iteration 29Q: 3 clusters Score -404731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -404731.593750 Penalty: 4178.947266
	Iteration 30Q: 3 clusters Score -404731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -404732.562500 Penalty: 4178.947266
	Iteration 31Q: 3 clusters Score -404732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -404733.093750 Penalty: 4178.947266
	Iteration 32Q: 3 clusters Score -404733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -404732.750000 Penalty: 4178.947266
	Iteration 33Q: 3 clusters Score -404732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -404734.250000 Penalty: 4178.947266
	Iteration 34Q: 3 clusters Score -404734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -404736.625000 Penalty: 4178.947266
	Iteration 35Q: 3 clusters Score -404736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -404739.812500 Penalty: 4178.947266
	Iteration 36Q: 3 clusters Score -404739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -404741.250000 Penalty: 4178.947266
	Iteration 37Q: 3 clusters Score -404741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -404742.375000 Penalty: 4178.947266
	Iteration 38Q: 3 clusters Score -404742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -404743.375000 Penalty: 4178.947266
	Iteration 39Q: 3 clusters Score -404743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -404744.218750 Penalty: 4178.947266
	Iteration 40F: 3 clusters Score -404744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -404745.093750 Penalty: 4178.947266
	Iteration 41Q: 3 clusters Score -404745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -404744.875000 Penalty: 4178.947266
	Iteration 42Q: 3 clusters Score -404744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -404744.875000 Penalty: 4178.947266
	Iteration 43F: 3 clusters Score -404744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Entering Unmasked Estep 
Score: -868245.375000 Penalty: 2287.294189
	Iteration 0F: 2 clusters Score -868245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -860530.500000 Penalty: 4574.588379
	Iteration 0F: 3 clusters Score -860530.5 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -862812.187500 Penalty: 4574.588379
	Iteration 1F: 3 clusters Score -862812.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -863176.875000 Penalty: 4574.588379
	Iteration 2F: 3 clusters Score -863176.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -863482.875000 Penalty: 4574.588379
	Iteration 3F: 3 clusters Score -863482.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -863745.687500 Penalty: 4574.588379
	Iteration 4Q: 3 clusters Score -863745.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -863994.125000 Penalty: 4574.588379
	Iteration 5Q: 3 clusters Score -863994.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -864250.562500 Penalty: 4574.588379
	Iteration 6Q: 3 clusters Score -864250.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -864506.562500 Penalty: 4574.588379
	Iteration 7Q: 3 clusters Score -864506.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -864722.437500 Penalty: 4574.588379
	Iteration 8Q: 3 clusters Score -864722.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -864909.062500 Penalty: 4574.588379
	Iteration 9Q: 3 clusters Score -864909.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -865065.062500 Penalty: 4574.588379
	Iteration 10Q: 3 clusters Score -865065.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -865189.500000 Penalty: 4574.588379
	Iteration 11Q: 3 clusters Score -865189.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -865281.625000 Penalty: 4574.588379
	Iteration 12Q: 3 clusters Score -865281.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -865354.125000 Penalty: 4574.588379
	Iteration 13Q: 3 clusters Score -865354.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -865408.375000 Penalty: 4574.588379
	Iteration 14Q: 3 clusters Score -865408.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -865462.625000 Penalty: 4574.588379
	Iteration 15Q: 3 clusters Score -865462.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -865495.000000 Penalty: 4574.588379
	Iteration 16Q: 3 clusters Score -865495 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -865523.562500 Penalty: 4574.588379
	Iteration 17Q: 3 clusters Score -865523.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -865555.437500 Penalty: 4574.588379
	Iteration 18Q: 3 clusters Score -865555.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -865582.125000 Penalty: 4574.588379
	Iteration 19Q: 3 clusters Score -865582.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -865604.312500 Penalty: 4574.588379
	Iteration 20F: 3 clusters Score -865604.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -865621.000000 Penalty: 4574.588379
	Iteration 21Q: 3 clusters Score -865621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -865632.875000 Penalty: 4574.588379
	Iteration 22Q: 3 clusters Score -865632.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -865640.750000 Penalty: 4574.588379
	Iteration 23Q: 3 clusters Score -865640.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -865649.250000 Penalty: 4574.588379
	Iteration 24Q: 3 clusters Score -865649.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -865655.812500 Penalty: 4574.588379
	Iteration 25Q: 3 clusters Score -865655.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -865662.687500 Penalty: 4574.588379
	Iteration 26Q: 3 clusters Score -865662.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -865665.625000 Penalty: 4574.588379
	Iteration 27Q: 3 clusters Score -865665.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -865668.062500 Penalty: 4574.588379
	Iteration 28Q: 3 clusters Score -865668.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -865672.000000 Penalty: 4574.588379
	Iteration 29Q: 3 clusters Score -865672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -865678.062500 Penalty: 4574.588379
	Iteration 30Q: 3 clusters Score -865678.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -865681.375000 Penalty: 4574.588379
	Iteration 31Q: 3 clusters Score -865681.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -865680.625000 Penalty: 4574.588379
	Iteration 32Q: 3 clusters Score -865680.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -865682.625000 Penalty: 4574.588379
	Iteration 33Q: 3 clusters Score -865682.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -865688.187500 Penalty: 4574.588379
	Iteration 34Q: 3 clusters Score -865688.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -865696.750000 Penalty: 4574.588379
	Iteration 35Q: 3 clusters Score -865696.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -865698.687500 Penalty: 4574.588379
	Iteration 36Q: 3 clusters Score -865698.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -865703.500000 Penalty: 4574.588379
	Iteration 37Q: 3 clusters Score -865703.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -865707.750000 Penalty: 4574.588379
	Iteration 38Q: 3 clusters Score -865707.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -865707.187500 Penalty: 4574.588379
	Iteration 39Q: 3 clusters Score -865707.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -865709.625000 Penalty: 4574.588379
	Iteration 40F: 3 clusters Score -865709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -865711.312500 Penalty: 4574.588379
	Iteration 41Q: 3 clusters Score -865711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -865712.125000 Penalty: 4574.588379
	Iteration 42Q: 3 clusters Score -865712.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -865713.500000 Penalty: 4574.588379
	Iteration 43Q: 3 clusters Score -865713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -865712.687500 Penalty: 4574.588379
	Iteration 44Q: 3 clusters Score -865712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -865714.687500 Penalty: 4574.588379
	Iteration 45Q: 3 clusters Score -865714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -865715.500000 Penalty: 4574.588379
	Iteration 46Q: 3 clusters Score -865715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -865715.500000 Penalty: 4574.588379
	Iteration 47F: 3 clusters Score -865715.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -441815.218750 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -441815.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -436694.875000 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -436694.9 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -438022.718750 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -438022.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -438284.093750 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -438284.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -438475.406250 Penalty: 4304.685547
	Iteration 3F: 3 clusters Score -438475.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -438689.687500 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -438689.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -438930.406250 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -438930.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -439170.781250 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -439170.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -439396.906250 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -439396.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -439609.875000 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -439609.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -439797.343750 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -439797.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -439954.000000 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -439954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -440092.656250 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -440092.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -440206.281250 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -440206.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -440315.281250 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -440315.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -440429.812500 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -440429.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -440519.343750 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -440519.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -440594.937500 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -440594.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -440682.875000 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -440682.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -440779.218750 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -440779.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -440874.312500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -440874.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -440961.406250 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -440961.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -441012.656250 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -441012.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -441056.156250 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -441056.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -441101.156250 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -441101.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -441137.937500 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -441137.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -441160.000000 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -441160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -441173.093750 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -441173.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -441180.937500 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -441180.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -441185.375000 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -441185.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -441189.031250 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -441189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -441190.781250 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -441190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -441193.437500 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -441193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -441194.656250 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -441194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -441197.968750 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -441198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -441200.281250 Penalty: 4304.685547
	Iteration 34Q: 3 clusters Score -441200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -441200.312500 Penalty: 4304.685547
	Iteration 35Q: 3 clusters Score -441200.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -441201.375000 Penalty: 4304.685547
	Iteration 36Q: 3 clusters Score -441201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -441201.375000 Penalty: 4304.685547
	Iteration 37F: 3 clusters Score -441201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -921794.750000 Penalty: 2308.004150
	Iteration 0F: 2 clusters Score -921794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -913516.312500 Penalty: 4616.008301
	Iteration 0F: 3 clusters Score -913516.3 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -916105.937500 Penalty: 4616.008301
	Iteration 1F: 3 clusters Score -916105.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -916517.500000 Penalty: 4616.008301
	Iteration 2F: 3 clusters Score -916517.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -916901.625000 Penalty: 4616.008301
	Iteration 3F: 3 clusters Score -916901.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -917316.187500 Penalty: 4616.008301
	Iteration 4F: 3 clusters Score -917316.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -917775.250000 Penalty: 4616.008301
	Iteration 5F: 3 clusters Score -917775.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -918194.500000 Penalty: 4616.008301
	Iteration 6F: 3 clusters Score -918194.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -918555.562500 Penalty: 4616.008301
	Iteration 7F: 3 clusters Score -918555.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -918880.437500 Penalty: 4616.008301
	Iteration 8Q: 3 clusters Score -918880.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -919179.437500 Penalty: 4616.008301
	Iteration 9Q: 3 clusters Score -919179.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -919446.187500 Penalty: 4616.008301
	Iteration 10Q: 3 clusters Score -919446.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -919667.437500 Penalty: 4616.008301
	Iteration 11Q: 3 clusters Score -919667.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -919834.000000 Penalty: 4616.008301
	Iteration 12Q: 3 clusters Score -919834 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -919949.312500 Penalty: 4616.008301
	Iteration 13Q: 3 clusters Score -919949.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -920026.562500 Penalty: 4616.008301
	Iteration 14Q: 3 clusters Score -920026.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -920083.125000 Penalty: 4616.008301
	Iteration 15Q: 3 clusters Score -920083.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -920138.750000 Penalty: 4616.008301
	Iteration 16Q: 3 clusters Score -920138.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -920181.000000 Penalty: 4616.008301
	Iteration 17Q: 3 clusters Score -920181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -920213.937500 Penalty: 4616.008301
	Iteration 18Q: 3 clusters Score -920213.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -920252.312500 Penalty: 4616.008301
	Iteration 19Q: 3 clusters Score -920252.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -920297.187500 Penalty: 4616.008301
	Iteration 20F: 3 clusters Score -920297.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -920351.187500 Penalty: 4616.008301
	Iteration 21Q: 3 clusters Score -920351.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -920406.562500 Penalty: 4616.008301
	Iteration 22Q: 3 clusters Score -920406.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -920446.312500 Penalty: 4616.008301
	Iteration 23Q: 3 clusters Score -920446.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -920473.625000 Penalty: 4616.008301
	Iteration 24Q: 3 clusters Score -920473.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -920488.562500 Penalty: 4616.008301
	Iteration 25Q: 3 clusters Score -920488.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -920501.812500 Penalty: 4616.008301
	Iteration 26Q: 3 clusters Score -920501.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -920522.937500 Penalty: 4616.008301
	Iteration 27Q: 3 clusters Score -920522.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -920529.687500 Penalty: 4616.008301
	Iteration 28Q: 3 clusters Score -920529.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -920541.625000 Penalty: 4616.008301
	Iteration 29Q: 3 clusters Score -920541.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -920550.875000 Penalty: 4616.008301
	Iteration 30Q: 3 clusters Score -920550.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -920565.312500 Penalty: 4616.008301
	Iteration 31Q: 3 clusters Score -920565.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -920578.250000 Penalty: 4616.008301
	Iteration 32Q: 3 clusters Score -920578.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -920590.812500 Penalty: 4616.008301
	Iteration 33Q: 3 clusters Score -920590.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -920602.437500 Penalty: 4616.008301
	Iteration 34Q: 3 clusters Score -920602.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -920616.500000 Penalty: 4616.008301
	Iteration 35Q: 3 clusters Score -920616.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -920628.437500 Penalty: 4616.008301
	Iteration 36Q: 3 clusters Score -920628.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -920635.812500 Penalty: 4616.008301
	Iteration 37Q: 3 clusters Score -920635.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -920642.625000 Penalty: 4616.008301
	Iteration 38Q: 3 clusters Score -920642.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -920650.062500 Penalty: 4616.008301
	Iteration 39Q: 3 clusters Score -920650.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -920655.500000 Penalty: 4616.008301
	Iteration 40F: 3 clusters Score -920655.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -920661.000000 Penalty: 4616.008301
	Iteration 41Q: 3 clusters Score -920661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -920664.187500 Penalty: 4616.008301
	Iteration 42Q: 3 clusters Score -920664.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -920665.375000 Penalty: 4616.008301
	Iteration 43Q: 3 clusters Score -920665.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -920668.187500 Penalty: 4616.008301
	Iteration 44Q: 3 clusters Score -920668.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -920674.312500 Penalty: 4616.008301
	Iteration 45Q: 3 clusters Score -920674.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -920677.875000 Penalty: 4616.008301
	Iteration 46Q: 3 clusters Score -920677.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -920679.437500 Penalty: 4616.008301
	Iteration 47Q: 3 clusters Score -920679.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -920682.562500 Penalty: 4616.008301
	Iteration 48Q: 3 clusters Score -920682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -920683.375000 Penalty: 4616.008301
	Iteration 49Q: 3 clusters Score -920683.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -920687.250000 Penalty: 4616.008301
	Iteration 50Q: 3 clusters Score -920687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -920692.937500 Penalty: 4616.008301
	Iteration 51Q: 3 clusters Score -920692.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -920696.562500 Penalty: 4616.008301
	Iteration 52Q: 3 clusters Score -920696.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -920699.750000 Penalty: 4616.008301
	Iteration 53Q: 3 clusters Score -920699.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -920704.875000 Penalty: 4616.008301
	Iteration 54Q: 3 clusters Score -920704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -920709.937500 Penalty: 4616.008301
	Iteration 55Q: 3 clusters Score -920709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -920711.437500 Penalty: 4616.008301
	Iteration 56Q: 3 clusters Score -920711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -920712.625000 Penalty: 4616.008301
	Iteration 57Q: 3 clusters Score -920712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -920714.437500 Penalty: 4616.008301
	Iteration 58Q: 3 clusters Score -920714.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -920718.125000 Penalty: 4616.008301
	Iteration 59Q: 3 clusters Score -920718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -920721.625000 Penalty: 4616.008301
	Iteration 60F: 3 clusters Score -920721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -920723.500000 Penalty: 4616.008301
	Iteration 61Q: 3 clusters Score -920723.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -920728.812500 Penalty: 4616.008301
	Iteration 62Q: 3 clusters Score -920728.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -920732.500000 Penalty: 4616.008301
	Iteration 63Q: 3 clusters Score -920732.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -920735.500000 Penalty: 4616.008301
	Iteration 64Q: 3 clusters Score -920735.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -920740.750000 Penalty: 4616.008301
	Iteration 65Q: 3 clusters Score -920740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -920746.312500 Penalty: 4616.008301
	Iteration 66Q: 3 clusters Score -920746.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -920747.875000 Penalty: 4616.008301
	Iteration 67Q: 3 clusters Score -920747.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -920751.687500 Penalty: 4616.008301
	Iteration 68Q: 3 clusters Score -920751.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -920755.812500 Penalty: 4616.008301
	Iteration 69Q: 3 clusters Score -920755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -920757.437500 Penalty: 4616.008301
	Iteration 70Q: 3 clusters Score -920757.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -920758.250000 Penalty: 4616.008301
	Iteration 71Q: 3 clusters Score -920758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -920757.812500 Penalty: 4616.008301
	Iteration 72Q: 3 clusters Score -920757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -920759.937500 Penalty: 4616.008301
	Iteration 73Q: 3 clusters Score -920759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -920758.437500 Penalty: 4616.008301
	Iteration 74Q: 3 clusters Score -920758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -920759.437500 Penalty: 4616.008301
	Iteration 75Q: 3 clusters Score -920759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -920760.250000 Penalty: 4616.008301
	Iteration 76Q: 3 clusters Score -920760.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -920761.687500 Penalty: 4616.008301
	Iteration 77Q: 3 clusters Score -920761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -920761.125000 Penalty: 4616.008301
	Iteration 78Q: 3 clusters Score -920761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -920761.312500 Penalty: 4616.008301
	Iteration 79Q: 3 clusters Score -920761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -920761.875000 Penalty: 4616.008301
	Iteration 80F: 3 clusters Score -920761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -920760.937500 Penalty: 4616.008301
	Iteration 81Q: 3 clusters Score -920760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -920760.937500 Penalty: 4616.008301
	Iteration 82F: 3 clusters Score -920760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Entering Unmasked Estep 
Score: -969880.000000 Penalty: 2312.447021
	Iteration 0F: 2 clusters Score -969880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -961416.750000 Penalty: 4624.894043
	Iteration 0F: 3 clusters Score -961416.8 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -963967.062500 Penalty: 4624.894043
	Iteration 1F: 3 clusters Score -963967.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -964319.875000 Penalty: 4624.894043
	Iteration 2F: 3 clusters Score -964319.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -964604.562500 Penalty: 4624.894043
	Iteration 3F: 3 clusters Score -964604.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -964829.375000 Penalty: 4624.894043
	Iteration 4Q: 3 clusters Score -964829.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -965038.750000 Penalty: 4624.894043
	Iteration 5Q: 3 clusters Score -965038.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -965262.562500 Penalty: 4624.894043
	Iteration 6Q: 3 clusters Score -965262.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -965487.687500 Penalty: 4624.894043
	Iteration 7Q: 3 clusters Score -965487.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -965738.375000 Penalty: 4624.894043
	Iteration 8Q: 3 clusters Score -965738.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -965983.937500 Penalty: 4624.894043
	Iteration 9Q: 3 clusters Score -965983.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -966197.562500 Penalty: 4624.894043
	Iteration 10Q: 3 clusters Score -966197.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -966384.312500 Penalty: 4624.894043
	Iteration 11Q: 3 clusters Score -966384.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -966544.125000 Penalty: 4624.894043
	Iteration 12Q: 3 clusters Score -966544.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -966682.062500 Penalty: 4624.894043
	Iteration 13Q: 3 clusters Score -966682.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -966793.562500 Penalty: 4624.894043
	Iteration 14Q: 3 clusters Score -966793.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -966890.437500 Penalty: 4624.894043
	Iteration 15Q: 3 clusters Score -966890.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -966972.562500 Penalty: 4624.894043
	Iteration 16Q: 3 clusters Score -966972.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -967053.125000 Penalty: 4624.894043
	Iteration 17Q: 3 clusters Score -967053.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -967115.562500 Penalty: 4624.894043
	Iteration 18Q: 3 clusters Score -967115.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -967169.062500 Penalty: 4624.894043
	Iteration 19Q: 3 clusters Score -967169.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -967207.687500 Penalty: 4624.894043
	Iteration 20F: 3 clusters Score -967207.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -967252.125000 Penalty: 4624.894043
	Iteration 21Q: 3 clusters Score -967252.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -967295.125000 Penalty: 4624.894043
	Iteration 22Q: 3 clusters Score -967295.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -967343.687500 Penalty: 4624.894043
	Iteration 23Q: 3 clusters Score -967343.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -967391.562500 Penalty: 4624.894043
	Iteration 24Q: 3 clusters Score -967391.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -967445.562500 Penalty: 4624.894043
	Iteration 25Q: 3 clusters Score -967445.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -967500.312500 Penalty: 4624.894043
	Iteration 26Q: 3 clusters Score -967500.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -967546.187500 Penalty: 4624.894043
	Iteration 27Q: 3 clusters Score -967546.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -967594.750000 Penalty: 4624.894043
	Iteration 28Q: 3 clusters Score -967594.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -967640.875000 Penalty: 4624.894043
	Iteration 29Q: 3 clusters Score -967640.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -967678.875000 Penalty: 4624.894043
	Iteration 30Q: 3 clusters Score -967678.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -967717.375000 Penalty: 4624.894043
	Iteration 31Q: 3 clusters Score -967717.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -967763.250000 Penalty: 4624.894043
	Iteration 32Q: 3 clusters Score -967763.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -967804.812500 Penalty: 4624.894043
	Iteration 33Q: 3 clusters Score -967804.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -967838.562500 Penalty: 4624.894043
	Iteration 34Q: 3 clusters Score -967838.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -967864.375000 Penalty: 4624.894043
	Iteration 35Q: 3 clusters Score -967864.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -967885.312500 Penalty: 4624.894043
	Iteration 36Q: 3 clusters Score -967885.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -967908.375000 Penalty: 4624.894043
	Iteration 37Q: 3 clusters Score -967908.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -967917.062500 Penalty: 4624.894043
	Iteration 38Q: 3 clusters Score -967917.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -967926.812500 Penalty: 4624.894043
	Iteration 39Q: 3 clusters Score -967926.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -967934.437500 Penalty: 4624.894043
	Iteration 40F: 3 clusters Score -967934.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -967944.687500 Penalty: 4624.894043
	Iteration 41Q: 3 clusters Score -967944.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -967952.250000 Penalty: 4624.894043
	Iteration 42Q: 3 clusters Score -967952.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -967959.625000 Penalty: 4624.894043
	Iteration 43Q: 3 clusters Score -967959.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -967963.750000 Penalty: 4624.894043
	Iteration 44Q: 3 clusters Score -967963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -967968.812500 Penalty: 4624.894043
	Iteration 45Q: 3 clusters Score -967968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -967974.937500 Penalty: 4624.894043
	Iteration 46Q: 3 clusters Score -967974.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -967979.812500 Penalty: 4624.894043
	Iteration 47Q: 3 clusters Score -967979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -967981.500000 Penalty: 4624.894043
	Iteration 48Q: 3 clusters Score -967981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -967982.312500 Penalty: 4624.894043
	Iteration 49Q: 3 clusters Score -967982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -967984.250000 Penalty: 4624.894043
	Iteration 50Q: 3 clusters Score -967984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -967984.250000 Penalty: 4624.894043
	Iteration 51F: 3 clusters Score -967984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Entering Unmasked Estep 
Score: -860224.000000 Penalty: 2278.977051
	Iteration 0F: 2 clusters Score -860224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -852765.437500 Penalty: 4557.954102
	Iteration 0F: 3 clusters Score -852765.4 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -854869.062500 Penalty: 4557.954102
	Iteration 1F: 3 clusters Score -854869.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -855161.375000 Penalty: 4557.954102
	Iteration 2F: 3 clusters Score -855161.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -855370.062500 Penalty: 4557.954102
	Iteration 3F: 3 clusters Score -855370.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -855530.062500 Penalty: 4557.954102
	Iteration 4Q: 3 clusters Score -855530.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -855647.125000 Penalty: 4557.954102
	Iteration 5Q: 3 clusters Score -855647.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -855750.625000 Penalty: 4557.954102
	Iteration 6Q: 3 clusters Score -855750.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -855853.250000 Penalty: 4557.954102
	Iteration 7Q: 3 clusters Score -855853.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -855962.562500 Penalty: 4557.954102
	Iteration 8Q: 3 clusters Score -855962.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -856086.750000 Penalty: 4557.954102
	Iteration 9Q: 3 clusters Score -856086.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -856219.562500 Penalty: 4557.954102
	Iteration 10Q: 3 clusters Score -856219.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -856342.375000 Penalty: 4557.954102
	Iteration 11Q: 3 clusters Score -856342.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -856479.687500 Penalty: 4557.954102
	Iteration 12Q: 3 clusters Score -856479.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -856644.875000 Penalty: 4557.954102
	Iteration 13Q: 3 clusters Score -856644.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -856831.375000 Penalty: 4557.954102
	Iteration 14Q: 3 clusters Score -856831.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -857013.437500 Penalty: 4557.954102
	Iteration 15Q: 3 clusters Score -857013.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -857206.687500 Penalty: 4557.954102
	Iteration 16Q: 3 clusters Score -857206.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -857403.000000 Penalty: 4557.954102
	Iteration 17Q: 3 clusters Score -857403 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -857583.812500 Penalty: 4557.954102
	Iteration 18Q: 3 clusters Score -857583.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -857730.437500 Penalty: 4557.954102
	Iteration 19Q: 3 clusters Score -857730.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -857850.937500 Penalty: 4557.954102
	Iteration 20F: 3 clusters Score -857850.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -857952.312500 Penalty: 4557.954102
	Iteration 21Q: 3 clusters Score -857952.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -858032.812500 Penalty: 4557.954102
	Iteration 22Q: 3 clusters Score -858032.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -858096.125000 Penalty: 4557.954102
	Iteration 23Q: 3 clusters Score -858096.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -858157.937500 Penalty: 4557.954102
	Iteration 24Q: 3 clusters Score -858157.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -858200.000000 Penalty: 4557.954102
	Iteration 25Q: 3 clusters Score -858200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -858227.062500 Penalty: 4557.954102
	Iteration 26Q: 3 clusters Score -858227.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -858249.187500 Penalty: 4557.954102
	Iteration 27Q: 3 clusters Score -858249.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -858259.312500 Penalty: 4557.954102
	Iteration 28Q: 3 clusters Score -858259.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -858271.937500 Penalty: 4557.954102
	Iteration 29Q: 3 clusters Score -858271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -858284.500000 Penalty: 4557.954102
	Iteration 30Q: 3 clusters Score -858284.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -858296.437500 Penalty: 4557.954102
	Iteration 31Q: 3 clusters Score -858296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -858301.937500 Penalty: 4557.954102
	Iteration 32Q: 3 clusters Score -858301.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -858304.437500 Penalty: 4557.954102
	Iteration 33Q: 3 clusters Score -858304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -858313.250000 Penalty: 4557.954102
	Iteration 34Q: 3 clusters Score -858313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -858322.562500 Penalty: 4557.954102
	Iteration 35Q: 3 clusters Score -858322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -858327.250000 Penalty: 4557.954102
	Iteration 36Q: 3 clusters Score -858327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -858329.375000 Penalty: 4557.954102
	Iteration 37Q: 3 clusters Score -858329.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -858329.562500 Penalty: 4557.954102
	Iteration 38Q: 3 clusters Score -858329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -858329.562500 Penalty: 4557.954102
	Iteration 39F: 3 clusters Score -858329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -483236.125000 Penalty: 2148.215332
	Iteration 0F: 2 clusters Score -483236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -478220.781250 Penalty: 4296.430664
	Iteration 0F: 3 clusters Score -478220.8 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -479504.625000 Penalty: 4296.430664
	Iteration 1F: 3 clusters Score -479504.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -479760.500000 Penalty: 4296.430664
	Iteration 2F: 3 clusters Score -479760.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -479949.468750 Penalty: 4296.430664
	Iteration 3F: 3 clusters Score -479949.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -480109.281250 Penalty: 4296.430664
	Iteration 4Q: 3 clusters Score -480109.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -480246.468750 Penalty: 4296.430664
	Iteration 5Q: 3 clusters Score -480246.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -480383.093750 Penalty: 4296.430664
	Iteration 6Q: 3 clusters Score -480383.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -480504.218750 Penalty: 4296.430664
	Iteration 7Q: 3 clusters Score -480504.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -480614.843750 Penalty: 4296.430664
	Iteration 8Q: 3 clusters Score -480614.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -480726.593750 Penalty: 4296.430664
	Iteration 9Q: 3 clusters Score -480726.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -480830.343750 Penalty: 4296.430664
	Iteration 10Q: 3 clusters Score -480830.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -480916.843750 Penalty: 4296.430664
	Iteration 11Q: 3 clusters Score -480916.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -481002.843750 Penalty: 4296.430664
	Iteration 12Q: 3 clusters Score -481002.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -481084.312500 Penalty: 4296.430664
	Iteration 13Q: 3 clusters Score -481084.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -481152.281250 Penalty: 4296.430664
	Iteration 14Q: 3 clusters Score -481152.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -481204.281250 Penalty: 4296.430664
	Iteration 15Q: 3 clusters Score -481204.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -481242.250000 Penalty: 4296.430664
	Iteration 16Q: 3 clusters Score -481242.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -481268.406250 Penalty: 4296.430664
	Iteration 17Q: 3 clusters Score -481268.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -481283.093750 Penalty: 4296.430664
	Iteration 18Q: 3 clusters Score -481283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -481293.781250 Penalty: 4296.430664
	Iteration 19Q: 3 clusters Score -481293.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -481303.062500 Penalty: 4296.430664
	Iteration 20F: 3 clusters Score -481303.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -481310.125000 Penalty: 4296.430664
	Iteration 21Q: 3 clusters Score -481310.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -481316.812500 Penalty: 4296.430664
	Iteration 22Q: 3 clusters Score -481316.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -481322.937500 Penalty: 4296.430664
	Iteration 23Q: 3 clusters Score -481322.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -481330.125000 Penalty: 4296.430664
	Iteration 24Q: 3 clusters Score -481330.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -481335.343750 Penalty: 4296.430664
	Iteration 25Q: 3 clusters Score -481335.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -481337.406250 Penalty: 4296.430664
	Iteration 26Q: 3 clusters Score -481337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -481336.718750 Penalty: 4296.430664
	Iteration 27Q: 3 clusters Score -481336.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -481336.718750 Penalty: 4296.430664
	Iteration 28F: 3 clusters Score -481336.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -507827.343750 Penalty: 2189.829590
	Iteration 0F: 2 clusters Score -507827.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -502178.187500 Penalty: 4379.659180
	Iteration 0F: 3 clusters Score -502178.2 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -503800.093750 Penalty: 4379.659180
	Iteration 1F: 3 clusters Score -503800.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -504148.625000 Penalty: 4379.659180
	Iteration 2F: 3 clusters Score -504148.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -504464.843750 Penalty: 4379.659180
	Iteration 3F: 3 clusters Score -504464.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -504755.781250 Penalty: 4379.659180
	Iteration 4F: 3 clusters Score -504755.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -504992.625000 Penalty: 4379.659180
	Iteration 5Q: 3 clusters Score -504992.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -505280.437500 Penalty: 4379.659180
	Iteration 6Q: 3 clusters Score -505280.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -505587.125000 Penalty: 4379.659180
	Iteration 7Q: 3 clusters Score -505587.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -505859.968750 Penalty: 4379.659180
	Iteration 8Q: 3 clusters Score -505860 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -506096.062500 Penalty: 4379.659180
	Iteration 9Q: 3 clusters Score -506096.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -506290.031250 Penalty: 4379.659180
	Iteration 10Q: 3 clusters Score -506290 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -506442.406250 Penalty: 4379.659180
	Iteration 11Q: 3 clusters Score -506442.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -506551.937500 Penalty: 4379.659180
	Iteration 12Q: 3 clusters Score -506551.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -506628.593750 Penalty: 4379.659180
	Iteration 13Q: 3 clusters Score -506628.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -506676.562500 Penalty: 4379.659180
	Iteration 14Q: 3 clusters Score -506676.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -506699.750000 Penalty: 4379.659180
	Iteration 15Q: 3 clusters Score -506699.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -506715.750000 Penalty: 4379.659180
	Iteration 16Q: 3 clusters Score -506715.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -506727.000000 Penalty: 4379.659180
	Iteration 17Q: 3 clusters Score -506727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -506737.031250 Penalty: 4379.659180
	Iteration 18Q: 3 clusters Score -506737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -506744.750000 Penalty: 4379.659180
	Iteration 19Q: 3 clusters Score -506744.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -506749.875000 Penalty: 4379.659180
	Iteration 20F: 3 clusters Score -506749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -506754.843750 Penalty: 4379.659180
	Iteration 21Q: 3 clusters Score -506754.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -506760.406250 Penalty: 4379.659180
	Iteration 22Q: 3 clusters Score -506760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -506766.562500 Penalty: 4379.659180
	Iteration 23Q: 3 clusters Score -506766.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -506768.968750 Penalty: 4379.659180
	Iteration 24Q: 3 clusters Score -506769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -506772.468750 Penalty: 4379.659180
	Iteration 25Q: 3 clusters Score -506772.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -506774.062500 Penalty: 4379.659180
	Iteration 26Q: 3 clusters Score -506774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -506775.625000 Penalty: 4379.659180
	Iteration 27Q: 3 clusters Score -506775.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -506775.906250 Penalty: 4379.659180
	Iteration 28Q: 3 clusters Score -506775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -506778.406250 Penalty: 4379.659180
	Iteration 29Q: 3 clusters Score -506778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -506779.031250 Penalty: 4379.659180
	Iteration 30Q: 3 clusters Score -506779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -506780.562500 Penalty: 4379.659180
	Iteration 31Q: 3 clusters Score -506780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -506781.531250 Penalty: 4379.659180
	Iteration 32Q: 3 clusters Score -506781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -506782.156250 Penalty: 4379.659180
	Iteration 33Q: 3 clusters Score -506782.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -506784.937500 Penalty: 4379.659180
	Iteration 34Q: 3 clusters Score -506784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -506785.750000 Penalty: 4379.659180
	Iteration 35Q: 3 clusters Score -506785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -506788.093750 Penalty: 4379.659180
	Iteration 36Q: 3 clusters Score -506788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -506789.062500 Penalty: 4379.659180
	Iteration 37Q: 3 clusters Score -506789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -506789.218750 Penalty: 4379.659180
	Iteration 38Q: 3 clusters Score -506789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -506789.843750 Penalty: 4379.659180
	Iteration 39Q: 3 clusters Score -506789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -506789.187500 Penalty: 4379.659180
	Iteration 40F: 3 clusters Score -506789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -506790.000000 Penalty: 4379.659180
	Iteration 41Q: 3 clusters Score -506790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -506789.875000 Penalty: 4379.659180
	Iteration 42Q: 3 clusters Score -506789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -506792.687500 Penalty: 4379.659180
	Iteration 43Q: 3 clusters Score -506792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -506792.968750 Penalty: 4379.659180
	Iteration 44Q: 3 clusters Score -506793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -506792.968750 Penalty: 4379.659180
	Iteration 45F: 3 clusters Score -506793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Entering Unmasked Estep 
Score: -530519.937500 Penalty: 2182.913818
	Iteration 0F: 2 clusters Score -530519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -524995.187500 Penalty: 4365.827637
	Iteration 0F: 3 clusters Score -524995.2 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -526482.937500 Penalty: 4365.827637
	Iteration 1F: 3 clusters Score -526482.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -526824.562500 Penalty: 4365.827637
	Iteration 2F: 3 clusters Score -526824.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -527114.500000 Penalty: 4365.827637
	Iteration 3F: 3 clusters Score -527114.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -527427.625000 Penalty: 4365.827637
	Iteration 4F: 3 clusters Score -527427.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -527765.187500 Penalty: 4365.827637
	Iteration 5F: 3 clusters Score -527765.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -528138.250000 Penalty: 4365.827637
	Iteration 6F: 3 clusters Score -528138.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -528561.375000 Penalty: 4365.827637
	Iteration 7F: 3 clusters Score -528561.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -528976.000000 Penalty: 4365.827637
	Iteration 8F: 3 clusters Score -528976 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -529345.875000 Penalty: 4365.827637
	Iteration 9Q: 3 clusters Score -529345.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -529680.187500 Penalty: 4365.827637
	Iteration 10Q: 3 clusters Score -529680.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -529983.687500 Penalty: 4365.827637
	Iteration 11Q: 3 clusters Score -529983.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -530250.625000 Penalty: 4365.827637
	Iteration 12Q: 3 clusters Score -530250.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -530398.000000 Penalty: 4365.827637
	Iteration 13Q: 3 clusters Score -530398 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -530459.375000 Penalty: 4365.827637
	Iteration 14Q: 3 clusters Score -530459.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -530501.125000 Penalty: 4365.827637
	Iteration 15Q: 3 clusters Score -530501.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -530526.187500 Penalty: 4365.827637
	Iteration 16Q: 3 clusters Score -530526.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -530546.937500 Penalty: 4365.827637
	Iteration 17Q: 3 clusters Score -530546.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -530558.187500 Penalty: 4365.827637
	Iteration 18Q: 3 clusters Score -530558.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -530564.312500 Penalty: 4365.827637
	Iteration 19Q: 3 clusters Score -530564.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -530570.687500 Penalty: 4365.827637
	Iteration 20F: 3 clusters Score -530570.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -530578.500000 Penalty: 4365.827637
	Iteration 21Q: 3 clusters Score -530578.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -530582.312500 Penalty: 4365.827637
	Iteration 22Q: 3 clusters Score -530582.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -530588.125000 Penalty: 4365.827637
	Iteration 23Q: 3 clusters Score -530588.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -530589.937500 Penalty: 4365.827637
	Iteration 24Q: 3 clusters Score -530589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -530591.875000 Penalty: 4365.827637
	Iteration 25Q: 3 clusters Score -530591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -530592.687500 Penalty: 4365.827637
	Iteration 26Q: 3 clusters Score -530592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -530593.312500 Penalty: 4365.827637
	Iteration 27Q: 3 clusters Score -530593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -530594.187500 Penalty: 4365.827637
	Iteration 28Q: 3 clusters Score -530594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -530595.625000 Penalty: 4365.827637
	Iteration 29Q: 3 clusters Score -530595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -530595.562500 Penalty: 4365.827637
	Iteration 30Q: 3 clusters Score -530595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -530597.125000 Penalty: 4365.827637
	Iteration 31Q: 3 clusters Score -530597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -530596.625000 Penalty: 4365.827637
	Iteration 32Q: 3 clusters Score -530596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -530598.562500 Penalty: 4365.827637
	Iteration 33Q: 3 clusters Score -530598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -530598.000000 Penalty: 4365.827637
	Iteration 34Q: 3 clusters Score -530598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -530597.875000 Penalty: 4365.827637
	Iteration 35Q: 3 clusters Score -530597.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -530601.000000 Penalty: 4365.827637
	Iteration 36Q: 3 clusters Score -530601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -530601.875000 Penalty: 4365.827637
	Iteration 37Q: 3 clusters Score -530601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -530602.187500 Penalty: 4365.827637
	Iteration 38Q: 3 clusters Score -530602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -530604.312500 Penalty: 4365.827637
	Iteration 39Q: 3 clusters Score -530604.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -530605.312500 Penalty: 4365.827637
	Iteration 40F: 3 clusters Score -530605.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -530606.625000 Penalty: 4365.827637
	Iteration 41Q: 3 clusters Score -530606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -530606.937500 Penalty: 4365.827637
	Iteration 42Q: 3 clusters Score -530606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -530607.500000 Penalty: 4365.827637
	Iteration 43Q: 3 clusters Score -530607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -530607.500000 Penalty: 4365.827637
	Iteration 44F: 3 clusters Score -530607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 20905 members 
Mstep: Class 4 contains 23079 members 
Mstep: Class 5 contains 415963 members 
Mstep: Class 6 contains 61073 members 
Mstep: Class 7 contains 325983 members 
Mstep: Class 8 contains 23408 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16629 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11161 members 
Mstep: Class 16 contains 23164 members 
Mstep: Class 17 contains 102403 members 
Mstep: Class 18 contains 4146 members 
Mstep: Class 19 contains 20965 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18924 members 
Mstep: Class 24 contains 27961 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 26517 members 
Mstep: Class 27 contains 9746 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 5877 members 
Mstep: Class 31 contains 11009 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9793 members 
Mstep: Class 34 contains 5780 members 
Mstep: Class 35 contains 6836 members 
Mstep: Class 36 contains 4077 members 
Mstep: Class 37 contains 5277 members 
Mstep: Class 38 contains 53434 members 
Mstep: Class 39 contains 2665 members 
Mstep: Class 40 contains 2571 members 
Entering Unmasked Estep 
Score: -113008128.000000 Penalty: 139884.406250
Splitting cluster 36 changes total score from -113008216.000000 to -113008128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -426317.125000 Penalty: 2125.635986
	Iteration 0F: 2 clusters Score -426317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -421600.000000 Penalty: 4251.271973
	Iteration 0F: 3 clusters Score -421600 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -422786.968750 Penalty: 4251.271973
	Iteration 1F: 3 clusters Score -422787 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -423054.500000 Penalty: 4251.271973
	Iteration 2F: 3 clusters Score -423054.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -423229.031250 Penalty: 4251.271973
	Iteration 3F: 3 clusters Score -423229 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -423351.406250 Penalty: 4251.271973
	Iteration 4Q: 3 clusters Score -423351.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -423442.093750 Penalty: 4251.271973
	Iteration 5Q: 3 clusters Score -423442.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -423523.781250 Penalty: 4251.271973
	Iteration 6Q: 3 clusters Score -423523.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -423603.562500 Penalty: 4251.271973
	Iteration 7Q: 3 clusters Score -423603.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -423688.187500 Penalty: 4251.271973
	Iteration 8Q: 3 clusters Score -423688.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -423782.156250 Penalty: 4251.271973
	Iteration 9Q: 3 clusters Score -423782.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -423860.843750 Penalty: 4251.271973
	Iteration 10Q: 3 clusters Score -423860.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -423911.437500 Penalty: 4251.271973
	Iteration 11Q: 3 clusters Score -423911.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -423957.062500 Penalty: 4251.271973
	Iteration 12Q: 3 clusters Score -423957.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -424012.906250 Penalty: 4251.271973
	Iteration 13Q: 3 clusters Score -424012.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -424062.375000 Penalty: 4251.271973
	Iteration 14Q: 3 clusters Score -424062.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -424117.562500 Penalty: 4251.271973
	Iteration 15Q: 3 clusters Score -424117.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -424162.375000 Penalty: 4251.271973
	Iteration 16Q: 3 clusters Score -424162.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -424203.218750 Penalty: 4251.271973
	Iteration 17Q: 3 clusters Score -424203.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -424239.718750 Penalty: 4251.271973
	Iteration 18Q: 3 clusters Score -424239.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -424273.812500 Penalty: 4251.271973
	Iteration 19Q: 3 clusters Score -424273.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -424305.812500 Penalty: 4251.271973
	Iteration 20F: 3 clusters Score -424305.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -424345.281250 Penalty: 4251.271973
	Iteration 21Q: 3 clusters Score -424345.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -424378.875000 Penalty: 4251.271973
	Iteration 22Q: 3 clusters Score -424378.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -424412.531250 Penalty: 4251.271973
	Iteration 23Q: 3 clusters Score -424412.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -424454.968750 Penalty: 4251.271973
	Iteration 24Q: 3 clusters Score -424455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -424510.875000 Penalty: 4251.271973
	Iteration 25Q: 3 clusters Score -424510.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -424559.968750 Penalty: 4251.271973
	Iteration 26Q: 3 clusters Score -424560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -424602.593750 Penalty: 4251.271973
	Iteration 27Q: 3 clusters Score -424602.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -424635.187500 Penalty: 4251.271973
	Iteration 28Q: 3 clusters Score -424635.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -424653.187500 Penalty: 4251.271973
	Iteration 29Q: 3 clusters Score -424653.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -424666.843750 Penalty: 4251.271973
	Iteration 30Q: 3 clusters Score -424666.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -424677.093750 Penalty: 4251.271973
	Iteration 31Q: 3 clusters Score -424677.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -424690.718750 Penalty: 4251.271973
	Iteration 32Q: 3 clusters Score -424690.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -424704.218750 Penalty: 4251.271973
	Iteration 33Q: 3 clusters Score -424704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -424711.906250 Penalty: 4251.271973
	Iteration 34Q: 3 clusters Score -424711.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -424719.281250 Penalty: 4251.271973
	Iteration 35Q: 3 clusters Score -424719.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -424725.500000 Penalty: 4251.271973
	Iteration 36Q: 3 clusters Score -424725.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -424729.281250 Penalty: 4251.271973
	Iteration 37Q: 3 clusters Score -424729.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -424733.875000 Penalty: 4251.271973
	Iteration 38Q: 3 clusters Score -424733.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -424740.437500 Penalty: 4251.271973
	Iteration 39Q: 3 clusters Score -424740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -424748.687500 Penalty: 4251.271973
	Iteration 40F: 3 clusters Score -424748.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -424758.625000 Penalty: 4251.271973
	Iteration 41Q: 3 clusters Score -424758.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -424764.156250 Penalty: 4251.271973
	Iteration 42Q: 3 clusters Score -424764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -424774.781250 Penalty: 4251.271973
	Iteration 43Q: 3 clusters Score -424774.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -424780.500000 Penalty: 4251.271973
	Iteration 44Q: 3 clusters Score -424780.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -424788.781250 Penalty: 4251.271973
	Iteration 45Q: 3 clusters Score -424788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -424789.468750 Penalty: 4251.271973
	Iteration 46Q: 3 clusters Score -424789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -424791.875000 Penalty: 4251.271973
	Iteration 47Q: 3 clusters Score -424791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -424793.500000 Penalty: 4251.271973
	Iteration 48Q: 3 clusters Score -424793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -424796.062500 Penalty: 4251.271973
	Iteration 49Q: 3 clusters Score -424796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -424797.218750 Penalty: 4251.271973
	Iteration 50Q: 3 clusters Score -424797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -424797.156250 Penalty: 4251.271973
	Iteration 51Q: 3 clusters Score -424797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -424797.281250 Penalty: 4251.271973
	Iteration 52Q: 3 clusters Score -424797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -424797.281250 Penalty: 4251.271973
	Iteration 53F: 3 clusters Score -424797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (53434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Entering Unmasked Estep 
Score: -4772139.500000 Penalty: 2699.778320
	Iteration 0F: 2 clusters Score -4772140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -4736151.500000 Penalty: 5399.556641
	Iteration 0F: 3 clusters Score -4736152 nChanged 24768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4750002.500000 Penalty: 5399.556641
	Iteration 1F: 3 clusters Score -4750002 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4750598.000000 Penalty: 5399.556641
	Iteration 2Q: 3 clusters Score -4750598 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -4751184.500000 Penalty: 5399.556641
	Iteration 3Q: 3 clusters Score -4751184 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4751876.500000 Penalty: 5399.556641
	Iteration 4Q: 3 clusters Score -4751876 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -4752707.500000 Penalty: 5399.556641
	Iteration 5Q: 3 clusters Score -4752708 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4753762.000000 Penalty: 5399.556641
	Iteration 6Q: 3 clusters Score -4753762 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4755188.500000 Penalty: 5399.556641
	Iteration 7Q: 3 clusters Score -4755188 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4756886.000000 Penalty: 5399.556641
	Iteration 8F: 3 clusters Score -4756886 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4758808.000000 Penalty: 5399.556641
	Iteration 9F: 3 clusters Score -4758808 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4760658.000000 Penalty: 5399.556641
	Iteration 10F: 3 clusters Score -4760658 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4762083.000000 Penalty: 5399.556641
	Iteration 11Q: 3 clusters Score -4762083 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4762915.500000 Penalty: 5399.556641
	Iteration 12Q: 3 clusters Score -4762916 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -4763422.000000 Penalty: 5399.556641
	Iteration 13Q: 3 clusters Score -4763422 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -4763770.000000 Penalty: 5399.556641
	Iteration 14Q: 3 clusters Score -4763770 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -4764118.000000 Penalty: 5399.556641
	Iteration 15Q: 3 clusters Score -4764118 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4764496.000000 Penalty: 5399.556641
	Iteration 16Q: 3 clusters Score -4764496 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -4764925.500000 Penalty: 5399.556641
	Iteration 17Q: 3 clusters Score -4764926 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -4765343.500000 Penalty: 5399.556641
	Iteration 18Q: 3 clusters Score -4765344 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -4765741.500000 Penalty: 5399.556641
	Iteration 19Q: 3 clusters Score -4765742 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -4766196.000000 Penalty: 5399.556641
	Iteration 20F: 3 clusters Score -4766196 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -4766632.000000 Penalty: 5399.556641
	Iteration 21Q: 3 clusters Score -4766632 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -4767046.500000 Penalty: 5399.556641
	Iteration 22Q: 3 clusters Score -4767046 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -4767446.000000 Penalty: 5399.556641
	Iteration 23Q: 3 clusters Score -4767446 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -4767792.000000 Penalty: 5399.556641
	Iteration 24Q: 3 clusters Score -4767792 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -4768078.500000 Penalty: 5399.556641
	Iteration 25Q: 3 clusters Score -4768078 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -4768304.500000 Penalty: 5399.556641
	Iteration 26Q: 3 clusters Score -4768304 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -4768518.500000 Penalty: 5399.556641
	Iteration 27Q: 3 clusters Score -4768518 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -4768678.000000 Penalty: 5399.556641
	Iteration 28Q: 3 clusters Score -4768678 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -4768822.000000 Penalty: 5399.556641
	Iteration 29Q: 3 clusters Score -4768822 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -4768950.000000 Penalty: 5399.556641
	Iteration 30Q: 3 clusters Score -4768950 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -4769058.000000 Penalty: 5399.556641
	Iteration 31Q: 3 clusters Score -4769058 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -4769173.500000 Penalty: 5399.556641
	Iteration 32Q: 3 clusters Score -4769174 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -4769269.500000 Penalty: 5399.556641
	Iteration 33Q: 3 clusters Score -4769270 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -4769322.000000 Penalty: 5399.556641
	Iteration 34Q: 3 clusters Score -4769322 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -4769381.000000 Penalty: 5399.556641
	Iteration 35Q: 3 clusters Score -4769381 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -4769442.000000 Penalty: 5399.556641
	Iteration 36Q: 3 clusters Score -4769442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -4769485.000000 Penalty: 5399.556641
	Iteration 37Q: 3 clusters Score -4769485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -4769516.500000 Penalty: 5399.556641
	Iteration 38Q: 3 clusters Score -4769516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -4769534.500000 Penalty: 5399.556641
	Iteration 39Q: 3 clusters Score -4769534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -4769544.000000 Penalty: 5399.556641
	Iteration 40F: 3 clusters Score -4769544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -4769553.000000 Penalty: 5399.556641
	Iteration 41Q: 3 clusters Score -4769553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -4769567.500000 Penalty: 5399.556641
	Iteration 42Q: 3 clusters Score -4769568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -4769582.500000 Penalty: 5399.556641
	Iteration 43Q: 3 clusters Score -4769582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -4769595.000000 Penalty: 5399.556641
	Iteration 44Q: 3 clusters Score -4769595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -4769603.500000 Penalty: 5399.556641
	Iteration 45Q: 3 clusters Score -4769604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -4769612.000000 Penalty: 5399.556641
	Iteration 46Q: 3 clusters Score -4769612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -4769618.000000 Penalty: 5399.556641
	Iteration 47Q: 3 clusters Score -4769618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -4769629.000000 Penalty: 5399.556641
	Iteration 48Q: 3 clusters Score -4769629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -4769634.500000 Penalty: 5399.556641
	Iteration 49Q: 3 clusters Score -4769634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -4769643.500000 Penalty: 5399.556641
	Iteration 50Q: 3 clusters Score -4769644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -4769647.500000 Penalty: 5399.556641
	Iteration 51Q: 3 clusters Score -4769648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -4769643.500000 Penalty: 5399.556641
	Iteration 52Q: 3 clusters Score -4769644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -4769654.500000 Penalty: 5399.556641
	Iteration 53Q: 3 clusters Score -4769654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -4769657.500000 Penalty: 5399.556641
	Iteration 54Q: 3 clusters Score -4769658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -4769659.000000 Penalty: 5399.556641
	Iteration 55Q: 3 clusters Score -4769659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -4769662.000000 Penalty: 5399.556641
	Iteration 56Q: 3 clusters Score -4769662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -4769662.000000 Penalty: 5399.556641
	Iteration 57Q: 3 clusters Score -4769662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -4769659.000000 Penalty: 5399.556641
	Iteration 58Q: 3 clusters Score -4769659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -4769660.000000 Penalty: 5399.556641
	Iteration 59Q: 3 clusters Score -4769660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -4769657.000000 Penalty: 5399.556641
	Iteration 60F: 3 clusters Score -4769657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -4769661.500000 Penalty: 5399.556641
	Iteration 61Q: 3 clusters Score -4769662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -4769661.500000 Penalty: 5399.556641
	Iteration 62F: 3 clusters Score -4769662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 20905 members 
Mstep: Class 4 contains 23079 members 
Mstep: Class 5 contains 415963 members 
Mstep: Class 6 contains 61073 members 
Mstep: Class 7 contains 325983 members 
Mstep: Class 8 contains 23408 members 
Mstep: Class 9 contains 2897 members 
Mstep: Class 10 contains 8394 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16629 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11161 members 
Mstep: Class 16 contains 23164 members 
Mstep: Class 17 contains 102403 members 
Mstep: Class 18 contains 4146 members 
Mstep: Class 19 contains 20965 members 
Mstep: Class 20 contains 8491 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 18924 members 
Mstep: Class 24 contains 27961 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 26517 members 
Mstep: Class 27 contains 9746 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 5877 members 
Mstep: Class 31 contains 11009 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9793 members 
Mstep: Class 34 contains 5780 members 
Mstep: Class 35 contains 6836 members 
Mstep: Class 36 contains 6648 members 
Mstep: Class 37 contains 5277 members 
Mstep: Class 38 contains 53434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009736.000000 Penalty: 136387.296875
Iteration 199Q: 40 clusters Score -1.130097e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20903 members 
Mstep: Class 4 contains 23093 members 
Mstep: Class 5 contains 415956 members 
Mstep: Class 6 contains 61074 members 
Mstep: Class 7 contains 325983 members 
Mstep: Class 8 contains 23398 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 8395 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16626 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 23139 members 
Mstep: Class 17 contains 102404 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 20968 members 
Mstep: Class 20 contains 8486 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 18928 members 
Mstep: Class 24 contains 27961 members 
Mstep: Class 25 contains 2395 members 
Mstep: Class 26 contains 26516 members 
Mstep: Class 27 contains 9751 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 5840 members 
Mstep: Class 31 contains 11012 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9796 members 
Mstep: Class 34 contains 5799 members 
Mstep: Class 35 contains 6837 members 
Mstep: Class 36 contains 6649 members 
Mstep: Class 37 contains 5340 members 
Mstep: Class 38 contains 53397 members 
Mstep: Class 39 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010024.000000 Penalty: 136387.296875
Iteration 200F: 40 clusters Score -1.1301e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20901 members 
Mstep: Class 4 contains 23112 members 
Mstep: Class 5 contains 415951 members 
Mstep: Class 6 contains 61072 members 
Mstep: Class 7 contains 325989 members 
Mstep: Class 8 contains 23380 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 8393 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16629 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11158 members 
Mstep: Class 16 contains 23120 members 
Mstep: Class 17 contains 102405 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 20966 members 
Mstep: Class 20 contains 8480 members 
Mstep: Class 21 contains 6692 members 
Mstep: Class 22 contains 6195 members 
Mstep: Class 23 contains 18931 members 
Mstep: Class 24 contains 27965 members 
Mstep: Class 25 contains 2380 members 
Mstep: Class 26 contains 26513 members 
Mstep: Class 27 contains 9753 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10127 members 
Mstep: Class 30 contains 5775 members 
Mstep: Class 31 contains 11007 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 9801 members 
Mstep: Class 34 contains 5812 members 
Mstep: Class 35 contains 6839 members 
Mstep: Class 36 contains 6655 members 
Mstep: Class 37 contains 5419 members 
Mstep: Class 38 contains 53369 members 
Mstep: Class 39 contains 2687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010024.000000 Penalty: 136387.296875
Iteration 201Q: 40 clusters Score -1.1301e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20900 members 
Mstep: Class 4 contains 23143 members 
Mstep: Class 5 contains 415948 members 
Mstep: Class 6 contains 61071 members 
Mstep: Class 7 contains 325993 members 
Mstep: Class 8 contains 23356 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 8392 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16631 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 102405 members 
Mstep: Class 18 contains 4107 members 
Mstep: Class 19 contains 20963 members 
Mstep: Class 20 contains 8473 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 6201 members 
Mstep: Class 23 contains 18935 members 
Mstep: Class 24 contains 27964 members 
Mstep: Class 25 contains 2377 members 
Mstep: Class 26 contains 26511 members 
Mstep: Class 27 contains 9757 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10125 members 
Mstep: Class 30 contains 5665 members 
Mstep: Class 31 contains 11000 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 9808 members 
Mstep: Class 34 contains 5827 members 
Mstep: Class 35 contains 6840 members 
Mstep: Class 36 contains 6665 members 
Mstep: Class 37 contains 5550 members 
Mstep: Class 38 contains 53331 members 
Mstep: Class 39 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010248.000000 Penalty: 136387.296875
Iteration 202Q: 40 clusters Score -1.130102e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20900 members 
Mstep: Class 4 contains 23161 members 
Mstep: Class 5 contains 415947 members 
Mstep: Class 6 contains 61069 members 
Mstep: Class 7 contains 325994 members 
Mstep: Class 8 contains 23347 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 8390 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 23087 members 
Mstep: Class 17 contains 102407 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 20958 members 
Mstep: Class 20 contains 8460 members 
Mstep: Class 21 contains 6706 members 
Mstep: Class 22 contains 6218 members 
Mstep: Class 23 contains 18936 members 
Mstep: Class 24 contains 27968 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 26511 members 
Mstep: Class 27 contains 9765 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10123 members 
Mstep: Class 30 contains 5526 members 
Mstep: Class 31 contains 11000 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 9809 members 
Mstep: Class 34 contains 5839 members 
Mstep: Class 35 contains 6837 members 
Mstep: Class 36 contains 6672 members 
Mstep: Class 37 contains 5693 members 
Mstep: Class 38 contains 53299 members 
Mstep: Class 39 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010456.000000 Penalty: 136387.296875
Iteration 203Q: 40 clusters Score -1.130105e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20903 members 
Mstep: Class 4 contains 23179 members 
Mstep: Class 5 contains 415946 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 326005 members 
Mstep: Class 8 contains 23340 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 8389 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16634 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11152 members 
Mstep: Class 16 contains 23056 members 
Mstep: Class 17 contains 102406 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 20959 members 
Mstep: Class 20 contains 8444 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 6235 members 
Mstep: Class 23 contains 18939 members 
Mstep: Class 24 contains 27969 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 26512 members 
Mstep: Class 27 contains 9779 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10121 members 
Mstep: Class 30 contains 5417 members 
Mstep: Class 31 contains 10997 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 9819 members 
Mstep: Class 34 contains 5851 members 
Mstep: Class 35 contains 6830 members 
Mstep: Class 36 contains 6673 members 
Mstep: Class 37 contains 5809 members 
Mstep: Class 38 contains 53263 members 
Mstep: Class 39 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010624.000000 Penalty: 136387.296875
Iteration 204Q: 40 clusters Score -1.130106e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20901 members 
Mstep: Class 4 contains 23225 members 
Mstep: Class 5 contains 415931 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 326011 members 
Mstep: Class 8 contains 23319 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11152 members 
Mstep: Class 16 contains 23040 members 
Mstep: Class 17 contains 102402 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 6242 members 
Mstep: Class 23 contains 18942 members 
Mstep: Class 24 contains 27971 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 26513 members 
Mstep: Class 27 contains 9794 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10121 members 
Mstep: Class 30 contains 5370 members 
Mstep: Class 31 contains 10996 members 
Mstep: Class 32 contains 11211 members 
Mstep: Class 33 contains 9824 members 
Mstep: Class 34 contains 5867 members 
Mstep: Class 35 contains 6818 members 
Mstep: Class 36 contains 6670 members 
Mstep: Class 37 contains 5869 members 
Mstep: Class 38 contains 53226 members 
Mstep: Class 39 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010760.000000 Penalty: 136387.296875
Iteration 205Q: 40 clusters Score -1.130108e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20896 members 
Mstep: Class 4 contains 23259 members 
Mstep: Class 5 contains 415921 members 
Mstep: Class 6 contains 61070 members 
Mstep: Class 7 contains 326017 members 
Mstep: Class 8 contains 23288 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16638 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11151 members 
Mstep: Class 16 contains 23002 members 
Mstep: Class 17 contains 102401 members 
Mstep: Class 18 contains 4102 members 
Mstep: Class 19 contains 20958 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 6734 members 
Mstep: Class 22 contains 6249 members 
Mstep: Class 23 contains 18947 members 
Mstep: Class 24 contains 27974 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 26512 members 
Mstep: Class 27 contains 9817 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10121 members 
Mstep: Class 30 contains 5351 members 
Mstep: Class 31 contains 10991 members 
Mstep: Class 32 contains 11213 members 
Mstep: Class 33 contains 9831 members 
Mstep: Class 34 contains 5880 members 
Mstep: Class 35 contains 6815 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 5906 members 
Mstep: Class 38 contains 53200 members 
Mstep: Class 39 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010920.000000 Penalty: 136387.296875
Iteration 206Q: 40 clusters Score -1.130109e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 23302 members 
Mstep: Class 5 contains 415909 members 
Mstep: Class 6 contains 61070 members 
Mstep: Class 7 contains 326020 members 
Mstep: Class 8 contains 23259 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8387 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16640 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11152 members 
Mstep: Class 16 contains 22980 members 
Mstep: Class 17 contains 102400 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 20960 members 
Mstep: Class 20 contains 8413 members 
Mstep: Class 21 contains 6745 members 
Mstep: Class 22 contains 6249 members 
Mstep: Class 23 contains 18949 members 
Mstep: Class 24 contains 27973 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26514 members 
Mstep: Class 27 contains 9832 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 5322 members 
Mstep: Class 31 contains 10991 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 9840 members 
Mstep: Class 34 contains 5889 members 
Mstep: Class 35 contains 6822 members 
Mstep: Class 36 contains 6671 members 
Mstep: Class 37 contains 5939 members 
Mstep: Class 38 contains 53176 members 
Mstep: Class 39 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011008.000000 Penalty: 136387.296875
Iteration 207Q: 40 clusters Score -1.13011e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20893 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 415897 members 
Mstep: Class 6 contains 61067 members 
Mstep: Class 7 contains 326024 members 
Mstep: Class 8 contains 23236 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8386 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16637 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11150 members 
Mstep: Class 16 contains 22963 members 
Mstep: Class 17 contains 102399 members 
Mstep: Class 18 contains 4097 members 
Mstep: Class 19 contains 20954 members 
Mstep: Class 20 contains 8407 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 6247 members 
Mstep: Class 23 contains 18949 members 
Mstep: Class 24 contains 27973 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26512 members 
Mstep: Class 27 contains 9850 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 5316 members 
Mstep: Class 31 contains 10991 members 
Mstep: Class 32 contains 11205 members 
Mstep: Class 33 contains 9846 members 
Mstep: Class 34 contains 5900 members 
Mstep: Class 35 contains 6812 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 5961 members 
Mstep: Class 38 contains 53149 members 
Mstep: Class 39 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010904.000000 Penalty: 136387.296875
Iteration 208Q: 40 clusters Score -1.130109e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20890 members 
Mstep: Class 4 contains 23394 members 
Mstep: Class 5 contains 415891 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 326025 members 
Mstep: Class 8 contains 23204 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8386 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16634 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11148 members 
Mstep: Class 16 contains 22947 members 
Mstep: Class 17 contains 102392 members 
Mstep: Class 18 contains 4091 members 
Mstep: Class 19 contains 20947 members 
Mstep: Class 20 contains 8392 members 
Mstep: Class 21 contains 6774 members 
Mstep: Class 22 contains 6249 members 
Mstep: Class 23 contains 18950 members 
Mstep: Class 24 contains 27976 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 26512 members 
Mstep: Class 27 contains 9872 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 5322 members 
Mstep: Class 31 contains 10989 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 9850 members 
Mstep: Class 34 contains 5903 members 
Mstep: Class 35 contains 6808 members 
Mstep: Class 36 contains 6680 members 
Mstep: Class 37 contains 5989 members 
Mstep: Class 38 contains 53117 members 
Mstep: Class 39 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011088.000000 Penalty: 136387.296875
Iteration 209Q: 40 clusters Score -1.130111e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 20889 members 
Mstep: Class 4 contains 23440 members 
Mstep: Class 5 contains 415885 members 
Mstep: Class 6 contains 61070 members 
Mstep: Class 7 contains 326025 members 
Mstep: Class 8 contains 23165 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8386 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16631 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 22911 members 
Mstep: Class 17 contains 102388 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 20947 members 
Mstep: Class 20 contains 8379 members 
Mstep: Class 21 contains 6792 members 
Mstep: Class 22 contains 6242 members 
Mstep: Class 23 contains 18951 members 
Mstep: Class 24 contains 27977 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 26508 members 
Mstep: Class 27 contains 9897 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 5333 members 
Mstep: Class 31 contains 10990 members 
Mstep: Class 32 contains 11206 members 
Mstep: Class 33 contains 9853 members 
Mstep: Class 34 contains 5913 members 
Mstep: Class 35 contains 6807 members 
Mstep: Class 36 contains 6683 members 
Mstep: Class 37 contains 6016 members 
Mstep: Class 38 contains 53087 members 
Mstep: Class 39 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011384.000000 Penalty: 136387.296875
Iteration 210Q: 40 clusters Score -1.130114e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 20891 members 
Mstep: Class 4 contains 23490 members 
Mstep: Class 5 contains 415867 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 326033 members 
Mstep: Class 8 contains 23116 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8385 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16634 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11143 members 
Mstep: Class 16 contains 22889 members 
Mstep: Class 17 contains 102384 members 
Mstep: Class 18 contains 4094 members 
Mstep: Class 19 contains 20951 members 
Mstep: Class 20 contains 8371 members 
Mstep: Class 21 contains 6809 members 
Mstep: Class 22 contains 6243 members 
Mstep: Class 23 contains 18951 members 
Mstep: Class 24 contains 27975 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 26504 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10120 members 
Mstep: Class 30 contains 5318 members 
Mstep: Class 31 contains 10995 members 
Mstep: Class 32 contains 11206 members 
Mstep: Class 33 contains 9858 members 
Mstep: Class 34 contains 5921 members 
Mstep: Class 35 contains 6806 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 6041 members 
Mstep: Class 38 contains 53070 members 
Mstep: Class 39 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011408.000000 Penalty: 136387.296875
Iteration 211Q: 40 clusters Score -1.130114e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 23552 members 
Mstep: Class 5 contains 415858 members 
Mstep: Class 6 contains 61066 members 
Mstep: Class 7 contains 326032 members 
Mstep: Class 8 contains 23058 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8384 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16634 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 22864 members 
Mstep: Class 17 contains 102383 members 
Mstep: Class 18 contains 4099 members 
Mstep: Class 19 contains 20947 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 22 contains 6242 members 
Mstep: Class 23 contains 18952 members 
Mstep: Class 24 contains 27976 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26502 members 
Mstep: Class 27 contains 9928 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10121 members 
Mstep: Class 30 contains 5301 members 
Mstep: Class 31 contains 10994 members 
Mstep: Class 32 contains 11205 members 
Mstep: Class 33 contains 9863 members 
Mstep: Class 34 contains 5935 members 
Mstep: Class 35 contains 6800 members 
Mstep: Class 36 contains 6684 members 
Mstep: Class 37 contains 6070 members 
Mstep: Class 38 contains 53052 members 
Mstep: Class 39 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011480.000000 Penalty: 136387.296875
Iteration 212Q: 40 clusters Score -1.130115e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20899 members 
Mstep: Class 4 contains 23625 members 
Mstep: Class 5 contains 415842 members 
Mstep: Class 6 contains 61067 members 
Mstep: Class 7 contains 326037 members 
Mstep: Class 8 contains 22988 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8384 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 13 contains 15412 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 22843 members 
Mstep: Class 17 contains 102377 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 20947 members 
Mstep: Class 20 contains 8351 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 6238 members 
Mstep: Class 23 contains 18950 members 
Mstep: Class 24 contains 27976 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 26502 members 
Mstep: Class 27 contains 9940 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10120 members 
Mstep: Class 30 contains 5281 members 
Mstep: Class 31 contains 10995 members 
Mstep: Class 32 contains 11202 members 
Mstep: Class 33 contains 9872 members 
Mstep: Class 34 contains 5941 members 
Mstep: Class 35 contains 6799 members 
Mstep: Class 36 contains 6692 members 
Mstep: Class 37 contains 6091 members 
Mstep: Class 38 contains 53036 members 
Mstep: Class 39 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011600.000000 Penalty: 136387.296875
Iteration 213Q: 40 clusters Score -1.130116e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20900 members 
Mstep: Class 4 contains 23692 members 
Mstep: Class 5 contains 415839 members 
Mstep: Class 6 contains 61066 members 
Mstep: Class 7 contains 326038 members 
Mstep: Class 8 contains 22916 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11143 members 
Mstep: Class 16 contains 22822 members 
Mstep: Class 17 contains 102375 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 20948 members 
Mstep: Class 20 contains 8340 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 6239 members 
Mstep: Class 23 contains 18953 members 
Mstep: Class 24 contains 27979 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 26501 members 
Mstep: Class 27 contains 9946 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10120 members 
Mstep: Class 30 contains 5264 members 
Mstep: Class 31 contains 10998 members 
Mstep: Class 32 contains 11200 members 
Mstep: Class 33 contains 9879 members 
Mstep: Class 34 contains 5944 members 
Mstep: Class 35 contains 6795 members 
Mstep: Class 36 contains 6695 members 
Mstep: Class 37 contains 6119 members 
Mstep: Class 38 contains 53019 members 
Mstep: Class 39 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011488.000000 Penalty: 136387.296875
Iteration 214Q: 40 clusters Score -1.130115e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20902 members 
Mstep: Class 4 contains 23773 members 
Mstep: Class 5 contains 415829 members 
Mstep: Class 6 contains 61065 members 
Mstep: Class 7 contains 326036 members 
Mstep: Class 8 contains 22837 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 12 contains 16643 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11141 members 
Mstep: Class 16 contains 22797 members 
Mstep: Class 17 contains 102369 members 
Mstep: Class 18 contains 4138 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 8332 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 6242 members 
Mstep: Class 23 contains 18956 members 
Mstep: Class 24 contains 27989 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 26499 members 
Mstep: Class 27 contains 9956 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10120 members 
Mstep: Class 30 contains 5248 members 
Mstep: Class 31 contains 10999 members 
Mstep: Class 32 contains 11196 members 
Mstep: Class 33 contains 9886 members 
Mstep: Class 34 contains 5943 members 
Mstep: Class 35 contains 6786 members 
Mstep: Class 36 contains 6698 members 
Mstep: Class 37 contains 6142 members 
Mstep: Class 38 contains 52996 members 
Mstep: Class 39 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011512.000000 Penalty: 136387.296875
Iteration 215Q: 40 clusters Score -1.130115e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20906 members 
Mstep: Class 4 contains 23878 members 
Mstep: Class 5 contains 415819 members 
Mstep: Class 6 contains 61066 members 
Mstep: Class 7 contains 326050 members 
Mstep: Class 8 contains 22756 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11138 members 
Mstep: Class 16 contains 22778 members 
Mstep: Class 17 contains 102364 members 
Mstep: Class 18 contains 4145 members 
Mstep: Class 19 contains 20956 members 
Mstep: Class 20 contains 8319 members 
Mstep: Class 21 contains 6897 members 
Mstep: Class 22 contains 6247 members 
Mstep: Class 23 contains 18961 members 
Mstep: Class 24 contains 27987 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 26499 members 
Mstep: Class 27 contains 9956 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10120 members 
Mstep: Class 30 contains 5230 members 
Mstep: Class 31 contains 11000 members 
Mstep: Class 32 contains 11195 members 
Mstep: Class 33 contains 9892 members 
Mstep: Class 34 contains 5948 members 
Mstep: Class 35 contains 6779 members 
Mstep: Class 36 contains 6699 members 
Mstep: Class 37 contains 6162 members 
Mstep: Class 38 contains 52964 members 
Mstep: Class 39 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011552.000000 Penalty: 136387.296875
Iteration 216Q: 40 clusters Score -1.130116e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20904 members 
Mstep: Class 4 contains 24004 members 
Mstep: Class 5 contains 415815 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 326056 members 
Mstep: Class 8 contains 22656 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 16652 members 
Mstep: Class 13 contains 15409 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11136 members 
Mstep: Class 16 contains 22761 members 
Mstep: Class 17 contains 102362 members 
Mstep: Class 18 contains 4154 members 
Mstep: Class 19 contains 20958 members 
Mstep: Class 20 contains 8310 members 
Mstep: Class 21 contains 6909 members 
Mstep: Class 22 contains 6252 members 
Mstep: Class 23 contains 18963 members 
Mstep: Class 24 contains 27988 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26499 members 
Mstep: Class 27 contains 9965 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 5204 members 
Mstep: Class 31 contains 11003 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 9896 members 
Mstep: Class 34 contains 5950 members 
Mstep: Class 35 contains 6772 members 
Mstep: Class 36 contains 6703 members 
Mstep: Class 37 contains 6187 members 
Mstep: Class 38 contains 52922 members 
Mstep: Class 39 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011624.000000 Penalty: 136387.296875
Iteration 217Q: 40 clusters Score -1.130116e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20899 members 
Mstep: Class 4 contains 24130 members 
Mstep: Class 5 contains 415811 members 
Mstep: Class 6 contains 61065 members 
Mstep: Class 7 contains 326059 members 
Mstep: Class 8 contains 22565 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16659 members 
Mstep: Class 13 contains 15410 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11132 members 
Mstep: Class 16 contains 22741 members 
Mstep: Class 17 contains 102358 members 
Mstep: Class 18 contains 4160 members 
Mstep: Class 19 contains 20961 members 
Mstep: Class 20 contains 8297 members 
Mstep: Class 21 contains 6916 members 
Mstep: Class 22 contains 6258 members 
Mstep: Class 23 contains 18968 members 
Mstep: Class 24 contains 27985 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 26498 members 
Mstep: Class 27 contains 9976 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 11006 members 
Mstep: Class 32 contains 11201 members 
Mstep: Class 33 contains 9898 members 
Mstep: Class 34 contains 5952 members 
Mstep: Class 35 contains 6765 members 
Mstep: Class 36 contains 6707 members 
Mstep: Class 37 contains 6202 members 
Mstep: Class 38 contains 52872 members 
Mstep: Class 39 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011640.000000 Penalty: 136387.296875
Iteration 218Q: 40 clusters Score -1.130116e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20895 members 
Mstep: Class 4 contains 24289 members 
Mstep: Class 5 contains 415801 members 
Mstep: Class 6 contains 61066 members 
Mstep: Class 7 contains 326069 members 
Mstep: Class 8 contains 22450 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 16663 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11129 members 
Mstep: Class 16 contains 22720 members 
Mstep: Class 17 contains 102357 members 
Mstep: Class 18 contains 4166 members 
Mstep: Class 19 contains 20965 members 
Mstep: Class 20 contains 8288 members 
Mstep: Class 21 contains 6931 members 
Mstep: Class 22 contains 6265 members 
Mstep: Class 23 contains 18974 members 
Mstep: Class 24 contains 27986 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 26493 members 
Mstep: Class 27 contains 9981 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10119 members 
Mstep: Class 30 contains 5187 members 
Mstep: Class 31 contains 11011 members 
Mstep: Class 32 contains 11202 members 
Mstep: Class 33 contains 9898 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 6757 members 
Mstep: Class 36 contains 6713 members 
Mstep: Class 37 contains 6210 members 
Mstep: Class 38 contains 52814 members 
Mstep: Class 39 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011600.000000 Penalty: 136387.296875
Iteration 219Q: 40 clusters Score -1.130116e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20890 members 
Mstep: Class 4 contains 24465 members 
Mstep: Class 5 contains 415797 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 326081 members 
Mstep: Class 8 contains 22319 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7683 members 
Mstep: Class 12 contains 16662 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11128 members 
Mstep: Class 16 contains 22699 members 
Mstep: Class 17 contains 102360 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 20967 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 6273 members 
Mstep: Class 23 contains 18979 members 
Mstep: Class 24 contains 27982 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 26493 members 
Mstep: Class 27 contains 9987 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10118 members 
Mstep: Class 30 contains 5191 members 
Mstep: Class 31 contains 11014 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 9902 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 6747 members 
Mstep: Class 36 contains 6714 members 
Mstep: Class 37 contains 6212 members 
Mstep: Class 38 contains 52751 members 
Mstep: Class 39 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011744.000000 Penalty: 136387.296875
Iteration 220F: 40 clusters Score -1.130117e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 20886 members 
Mstep: Class 4 contains 24675 members 
Mstep: Class 5 contains 415794 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 326089 members 
Mstep: Class 8 contains 22176 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 22680 members 
Mstep: Class 17 contains 102360 members 
Mstep: Class 18 contains 4178 members 
Mstep: Class 19 contains 20972 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 6947 members 
Mstep: Class 22 contains 6281 members 
Mstep: Class 23 contains 18983 members 
Mstep: Class 24 contains 27981 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 26490 members 
Mstep: Class 27 contains 9989 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10114 members 
Mstep: Class 30 contains 5185 members 
Mstep: Class 31 contains 11017 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 9904 members 
Mstep: Class 34 contains 5953 members 
Mstep: Class 35 contains 6749 members 
Mstep: Class 36 contains 6715 members 
Mstep: Class 37 contains 6221 members 
Mstep: Class 38 contains 52670 members 
Mstep: Class 39 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011728.000000 Penalty: 136387.296875
Iteration 221Q: 40 clusters Score -1.130117e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 20884 members 
Mstep: Class 4 contains 24880 members 
Mstep: Class 5 contains 415792 members 
Mstep: Class 6 contains 61067 members 
Mstep: Class 7 contains 326089 members 
Mstep: Class 8 contains 22039 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 22669 members 
Mstep: Class 17 contains 102358 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 20973 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 6294 members 
Mstep: Class 23 contains 18984 members 
Mstep: Class 24 contains 27988 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26489 members 
Mstep: Class 27 contains 9991 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10109 members 
Mstep: Class 30 contains 5180 members 
Mstep: Class 31 contains 11018 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 9907 members 
Mstep: Class 34 contains 5953 members 
Mstep: Class 35 contains 6747 members 
Mstep: Class 36 contains 6715 members 
Mstep: Class 37 contains 6232 members 
Mstep: Class 38 contains 52583 members 
Mstep: Class 39 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011680.000000 Penalty: 136387.296875
Iteration 222Q: 40 clusters Score -1.130117e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 20887 members 
Mstep: Class 4 contains 25106 members 
Mstep: Class 5 contains 415790 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 326083 members 
Mstep: Class 8 contains 21899 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 16674 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11123 members 
Mstep: Class 16 contains 22655 members 
Mstep: Class 17 contains 102355 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 20971 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 6958 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 18986 members 
Mstep: Class 24 contains 27987 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26489 members 
Mstep: Class 27 contains 9996 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10105 members 
Mstep: Class 30 contains 5167 members 
Mstep: Class 31 contains 11020 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 9918 members 
Mstep: Class 34 contains 5953 members 
Mstep: Class 35 contains 6747 members 
Mstep: Class 36 contains 6715 members 
Mstep: Class 37 contains 6245 members 
Mstep: Class 38 contains 52491 members 
Mstep: Class 39 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011720.000000 Penalty: 136387.296875
Iteration 223Q: 40 clusters Score -1.130117e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 25342 members 
Mstep: Class 5 contains 415790 members 
Mstep: Class 6 contains 61070 members 
Mstep: Class 7 contains 326083 members 
Mstep: Class 8 contains 21760 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11120 members 
Mstep: Class 16 contains 22639 members 
Mstep: Class 17 contains 102353 members 
Mstep: Class 18 contains 4199 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 18989 members 
Mstep: Class 24 contains 27986 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26489 members 
Mstep: Class 27 contains 9997 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10101 members 
Mstep: Class 30 contains 5154 members 
Mstep: Class 31 contains 11021 members 
Mstep: Class 32 contains 11204 members 
Mstep: Class 33 contains 9926 members 
Mstep: Class 34 contains 5955 members 
Mstep: Class 35 contains 6749 members 
Mstep: Class 36 contains 6714 members 
Mstep: Class 37 contains 6260 members 
Mstep: Class 38 contains 52394 members 
Mstep: Class 39 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011504.000000 Penalty: 136387.296875
Iteration 224Q: 40 clusters Score -1.130115e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20880 members 
Mstep: Class 4 contains 25570 members 
Mstep: Class 5 contains 415785 members 
Mstep: Class 6 contains 61070 members 
Mstep: Class 7 contains 326083 members 
Mstep: Class 8 contains 21632 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 13 contains 15411 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11123 members 
Mstep: Class 16 contains 22628 members 
Mstep: Class 17 contains 102353 members 
Mstep: Class 18 contains 4212 members 
Mstep: Class 19 contains 20969 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 6315 members 
Mstep: Class 23 contains 18989 members 
Mstep: Class 24 contains 27981 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26486 members 
Mstep: Class 27 contains 9999 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10100 members 
Mstep: Class 30 contains 5151 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 9929 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 6744 members 
Mstep: Class 36 contains 6715 members 
Mstep: Class 37 contains 6271 members 
Mstep: Class 38 contains 52301 members 
Mstep: Class 39 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011528.000000 Penalty: 136387.296875
Iteration 225Q: 40 clusters Score -1.130115e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20876 members 
Mstep: Class 4 contains 25805 members 
Mstep: Class 5 contains 415780 members 
Mstep: Class 6 contains 61069 members 
Mstep: Class 7 contains 326082 members 
Mstep: Class 8 contains 21499 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16674 members 
Mstep: Class 13 contains 15413 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 22616 members 
Mstep: Class 17 contains 102352 members 
Mstep: Class 18 contains 4219 members 
Mstep: Class 19 contains 20966 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 6977 members 
Mstep: Class 22 contains 6322 members 
Mstep: Class 23 contains 18989 members 
Mstep: Class 24 contains 27974 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26484 members 
Mstep: Class 27 contains 10004 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10100 members 
Mstep: Class 30 contains 5151 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 11202 members 
Mstep: Class 33 contains 9939 members 
Mstep: Class 34 contains 5956 members 
Mstep: Class 35 contains 6740 members 
Mstep: Class 36 contains 6714 members 
Mstep: Class 37 contains 6279 members 
Mstep: Class 38 contains 52194 members 
Mstep: Class 39 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011752.000000 Penalty: 136387.296875
Iteration 226Q: 40 clusters Score -1.130118e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20873 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 415775 members 
Mstep: Class 6 contains 61071 members 
Mstep: Class 7 contains 326081 members 
Mstep: Class 8 contains 21361 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16670 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 11127 members 
Mstep: Class 16 contains 22604 members 
Mstep: Class 17 contains 102350 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 20967 members 
Mstep: Class 20 contains 8239 members 
Mstep: Class 21 contains 6985 members 
Mstep: Class 22 contains 6326 members 
Mstep: Class 23 contains 18991 members 
Mstep: Class 24 contains 27973 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 26482 members 
Mstep: Class 27 contains 10008 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10099 members 
Mstep: Class 30 contains 5148 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 9949 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 6735 members 
Mstep: Class 36 contains 6716 members 
Mstep: Class 37 contains 6292 members 
Mstep: Class 38 contains 52079 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011848.000000 Penalty: 136387.296875
Iteration 227Q: 40 clusters Score -1.130118e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20873 members 
Mstep: Class 4 contains 26284 members 
Mstep: Class 5 contains 415772 members 
Mstep: Class 6 contains 61068 members 
Mstep: Class 7 contains 326089 members 
Mstep: Class 8 contains 21219 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 15414 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 11126 members 
Mstep: Class 16 contains 22585 members 
Mstep: Class 17 contains 102348 members 
Mstep: Class 18 contains 4240 members 
Mstep: Class 19 contains 20975 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 6997 members 
Mstep: Class 22 contains 6327 members 
Mstep: Class 23 contains 18992 members 
Mstep: Class 24 contains 27972 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 26481 members 
Mstep: Class 27 contains 10021 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10098 members 
Mstep: Class 30 contains 5138 members 
Mstep: Class 31 contains 11022 members 
Mstep: Class 32 contains 11201 members 
Mstep: Class 33 contains 9957 members 
Mstep: Class 34 contains 5954 members 
Mstep: Class 35 contains 6729 members 
Mstep: Class 36 contains 6716 members 
Mstep: Class 37 contains 6304 members 
Mstep: Class 38 contains 51973 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011976.000000 Penalty: 136387.296875
Iteration 228Q: 40 clusters Score -1.13012e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20874 members 
Mstep: Class 4 contains 26503 members 
Mstep: Class 5 contains 415766 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 326086 members 
Mstep: Class 8 contains 21107 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16680 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 22563 members 
Mstep: Class 17 contains 102348 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 20982 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 6319 members 
Mstep: Class 23 contains 18992 members 
Mstep: Class 24 contains 27966 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 26479 members 
Mstep: Class 27 contains 10024 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10097 members 
Mstep: Class 30 contains 5143 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 11197 members 
Mstep: Class 33 contains 9969 members 
Mstep: Class 34 contains 5955 members 
Mstep: Class 35 contains 6725 members 
Mstep: Class 36 contains 6716 members 
Mstep: Class 37 contains 6311 members 
Mstep: Class 38 contains 51877 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011872.000000 Penalty: 136387.296875
Iteration 229Q: 40 clusters Score -1.130119e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 26728 members 
Mstep: Class 5 contains 415769 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 326080 members 
Mstep: Class 8 contains 20995 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16680 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 11122 members 
Mstep: Class 16 contains 22550 members 
Mstep: Class 17 contains 102348 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 20988 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 18995 members 
Mstep: Class 24 contains 27963 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10028 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10097 members 
Mstep: Class 30 contains 5139 members 
Mstep: Class 31 contains 11022 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 9979 members 
Mstep: Class 34 contains 5959 members 
Mstep: Class 35 contains 6720 members 
Mstep: Class 36 contains 6718 members 
Mstep: Class 37 contains 6312 members 
Mstep: Class 38 contains 51770 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011800.000000 Penalty: 136387.296875
Iteration 230Q: 40 clusters Score -1.130118e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 26940 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61062 members 
Mstep: Class 7 contains 326078 members 
Mstep: Class 8 contains 20879 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16682 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 11123 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 17 contains 102346 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 20996 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6322 members 
Mstep: Class 23 contains 18995 members 
Mstep: Class 24 contains 27968 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 26475 members 
Mstep: Class 27 contains 10028 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10097 members 
Mstep: Class 30 contains 5127 members 
Mstep: Class 31 contains 11021 members 
Mstep: Class 32 contains 11191 members 
Mstep: Class 33 contains 9990 members 
Mstep: Class 34 contains 5962 members 
Mstep: Class 35 contains 6711 members 
Mstep: Class 36 contains 6721 members 
Mstep: Class 37 contains 6319 members 
Mstep: Class 38 contains 51654 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011912.000000 Penalty: 136387.296875
Iteration 231Q: 40 clusters Score -1.130119e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 20873 members 
Mstep: Class 4 contains 27135 members 
Mstep: Class 5 contains 415766 members 
Mstep: Class 6 contains 61061 members 
Mstep: Class 7 contains 326069 members 
Mstep: Class 8 contains 20779 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16686 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 11121 members 
Mstep: Class 16 contains 22539 members 
Mstep: Class 17 contains 102346 members 
Mstep: Class 18 contains 4288 members 
Mstep: Class 19 contains 21004 members 
Mstep: Class 20 contains 8175 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 18997 members 
Mstep: Class 24 contains 27968 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 26476 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10097 members 
Mstep: Class 30 contains 5124 members 
Mstep: Class 31 contains 11023 members 
Mstep: Class 32 contains 11188 members 
Mstep: Class 33 contains 9997 members 
Mstep: Class 34 contains 5962 members 
Mstep: Class 35 contains 6709 members 
Mstep: Class 36 contains 6720 members 
Mstep: Class 37 contains 6319 members 
Mstep: Class 38 contains 51558 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011968.000000 Penalty: 136387.296875
Iteration 232Q: 40 clusters Score -1.13012e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 20875 members 
Mstep: Class 4 contains 27284 members 
Mstep: Class 5 contains 415764 members 
Mstep: Class 6 contains 61062 members 
Mstep: Class 7 contains 326071 members 
Mstep: Class 8 contains 20708 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16690 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 11118 members 
Mstep: Class 16 contains 22526 members 
Mstep: Class 17 contains 102345 members 
Mstep: Class 18 contains 4293 members 
Mstep: Class 19 contains 21012 members 
Mstep: Class 20 contains 8161 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6328 members 
Mstep: Class 23 contains 18996 members 
Mstep: Class 24 contains 27963 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 26476 members 
Mstep: Class 27 contains 10027 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10097 members 
Mstep: Class 30 contains 5130 members 
Mstep: Class 31 contains 11026 members 
Mstep: Class 32 contains 11189 members 
Mstep: Class 33 contains 10003 members 
Mstep: Class 34 contains 5961 members 
Mstep: Class 35 contains 6704 members 
Mstep: Class 36 contains 6721 members 
Mstep: Class 37 contains 6328 members 
Mstep: Class 38 contains 51480 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012232.000000 Penalty: 136387.296875
Iteration 233Q: 40 clusters Score -1.130122e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 20877 members 
Mstep: Class 4 contains 27423 members 
Mstep: Class 5 contains 415768 members 
Mstep: Class 6 contains 61063 members 
Mstep: Class 7 contains 326060 members 
Mstep: Class 8 contains 20647 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 22511 members 
Mstep: Class 17 contains 102342 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 21015 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6317 members 
Mstep: Class 23 contains 18998 members 
Mstep: Class 24 contains 27963 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26476 members 
Mstep: Class 27 contains 10028 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10096 members 
Mstep: Class 30 contains 5145 members 
Mstep: Class 31 contains 11027 members 
Mstep: Class 32 contains 11190 members 
Mstep: Class 33 contains 10007 members 
Mstep: Class 34 contains 5960 members 
Mstep: Class 35 contains 6700 members 
Mstep: Class 36 contains 6721 members 
Mstep: Class 37 contains 6328 members 
Mstep: Class 38 contains 51414 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012280.000000 Penalty: 136387.296875
Iteration 234Q: 40 clusters Score -1.130123e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3133 members 
Mstep: Class 3 contains 20875 members 
Mstep: Class 4 contains 27539 members 
Mstep: Class 5 contains 415775 members 
Mstep: Class 6 contains 61061 members 
Mstep: Class 7 contains 326055 members 
Mstep: Class 8 contains 20596 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16692 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 22505 members 
Mstep: Class 17 contains 102341 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 21016 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 6315 members 
Mstep: Class 23 contains 19001 members 
Mstep: Class 24 contains 27960 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 26477 members 
Mstep: Class 27 contains 10031 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10096 members 
Mstep: Class 30 contains 5158 members 
Mstep: Class 31 contains 11028 members 
Mstep: Class 32 contains 11190 members 
Mstep: Class 33 contains 10009 members 
Mstep: Class 34 contains 5960 members 
Mstep: Class 35 contains 6696 members 
Mstep: Class 36 contains 6722 members 
Mstep: Class 37 contains 6325 members 
Mstep: Class 38 contains 51351 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012168.000000 Penalty: 136387.296875
Iteration 235Q: 40 clusters Score -1.130122e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 20874 members 
Mstep: Class 4 contains 27631 members 
Mstep: Class 5 contains 415775 members 
Mstep: Class 6 contains 61061 members 
Mstep: Class 7 contains 326045 members 
Mstep: Class 8 contains 20575 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16694 members 
Mstep: Class 13 contains 15416 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 22496 members 
Mstep: Class 17 contains 102339 members 
Mstep: Class 18 contains 4306 members 
Mstep: Class 19 contains 21019 members 
Mstep: Class 20 contains 8130 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 19004 members 
Mstep: Class 24 contains 27960 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10032 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10096 members 
Mstep: Class 30 contains 5171 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 11190 members 
Mstep: Class 33 contains 10012 members 
Mstep: Class 34 contains 5960 members 
Mstep: Class 35 contains 6688 members 
Mstep: Class 36 contains 6725 members 
Mstep: Class 37 contains 6328 members 
Mstep: Class 38 contains 51294 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012192.000000 Penalty: 136387.296875
Iteration 236Q: 40 clusters Score -1.130122e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 20871 members 
Mstep: Class 4 contains 27704 members 
Mstep: Class 5 contains 415776 members 
Mstep: Class 6 contains 61064 members 
Mstep: Class 7 contains 326044 members 
Mstep: Class 8 contains 20550 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 15417 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22486 members 
Mstep: Class 17 contains 102341 members 
Mstep: Class 18 contains 4307 members 
Mstep: Class 19 contains 21023 members 
Mstep: Class 20 contains 8116 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 19005 members 
Mstep: Class 24 contains 27957 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10036 members 
Mstep: Class 28 contains 4561 members 
Mstep: Class 29 contains 10095 members 
Mstep: Class 30 contains 5182 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 11195 members 
Mstep: Class 33 contains 10017 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 6681 members 
Mstep: Class 36 contains 6725 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 51242 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012192.000000 Penalty: 136387.296875
Iteration 237Q: 40 clusters Score -1.130122e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 27770 members 
Mstep: Class 5 contains 415775 members 
Mstep: Class 6 contains 61062 members 
Mstep: Class 7 contains 326045 members 
Mstep: Class 8 contains 20523 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22479 members 
Mstep: Class 17 contains 102343 members 
Mstep: Class 18 contains 4309 members 
Mstep: Class 19 contains 21026 members 
Mstep: Class 20 contains 8102 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 19006 members 
Mstep: Class 24 contains 27955 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10036 members 
Mstep: Class 28 contains 4560 members 
Mstep: Class 29 contains 10095 members 
Mstep: Class 30 contains 5194 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 10021 members 
Mstep: Class 34 contains 5964 members 
Mstep: Class 35 contains 6676 members 
Mstep: Class 36 contains 6728 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 51207 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012256.000000 Penalty: 136387.296875
Iteration 238Q: 40 clusters Score -1.130123e+08 nChanged 146
Entering ConstructFrom: 
Score: -113012256.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (3239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Entering Unmasked Estep 
Score: -275491.718750 Penalty: 2004.588989
	Iteration 0F: 2 clusters Score -275491.7 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 1618 members 
Entering Unmasked Estep 
Score: -272073.968750 Penalty: 4009.177979
	Iteration 0F: 3 clusters Score -272074 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -272907.781250 Penalty: 4009.177979
	Iteration 1F: 3 clusters Score -272907.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -273124.031250 Penalty: 4009.177979
	Iteration 2F: 3 clusters Score -273124 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -273251.156250 Penalty: 4009.177979
	Iteration 3F: 3 clusters Score -273251.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -273341.906250 Penalty: 4009.177979
	Iteration 4Q: 3 clusters Score -273341.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -273403.875000 Penalty: 4009.177979
	Iteration 5Q: 3 clusters Score -273403.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -273443.375000 Penalty: 4009.177979
	Iteration 6Q: 3 clusters Score -273443.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -273486.750000 Penalty: 4009.177979
	Iteration 7Q: 3 clusters Score -273486.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273525.156250 Penalty: 4009.177979
	Iteration 8Q: 3 clusters Score -273525.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -273569.500000 Penalty: 4009.177979
	Iteration 9Q: 3 clusters Score -273569.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -273613.468750 Penalty: 4009.177979
	Iteration 10Q: 3 clusters Score -273613.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -273649.281250 Penalty: 4009.177979
	Iteration 11Q: 3 clusters Score -273649.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -273681.031250 Penalty: 4009.177979
	Iteration 12Q: 3 clusters Score -273681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -273701.093750 Penalty: 4009.177979
	Iteration 13Q: 3 clusters Score -273701.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -273721.906250 Penalty: 4009.177979
	Iteration 14Q: 3 clusters Score -273721.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -273743.093750 Penalty: 4009.177979
	Iteration 15Q: 3 clusters Score -273743.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -273765.875000 Penalty: 4009.177979
	Iteration 16Q: 3 clusters Score -273765.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -273784.375000 Penalty: 4009.177979
	Iteration 17Q: 3 clusters Score -273784.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -273804.718750 Penalty: 4009.177979
	Iteration 18Q: 3 clusters Score -273804.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -273815.343750 Penalty: 4009.177979
	Iteration 19Q: 3 clusters Score -273815.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -273827.968750 Penalty: 4009.177979
	Iteration 20F: 3 clusters Score -273828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -273838.406250 Penalty: 4009.177979
	Iteration 21Q: 3 clusters Score -273838.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -273845.312500 Penalty: 4009.177979
	Iteration 22Q: 3 clusters Score -273845.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -273852.312500 Penalty: 4009.177979
	Iteration 23Q: 3 clusters Score -273852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -273861.281250 Penalty: 4009.177979
	Iteration 24Q: 3 clusters Score -273861.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -273866.593750 Penalty: 4009.177979
	Iteration 25Q: 3 clusters Score -273866.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -273871.531250 Penalty: 4009.177979
	Iteration 26Q: 3 clusters Score -273871.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -273880.062500 Penalty: 4009.177979
	Iteration 27Q: 3 clusters Score -273880.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -273886.812500 Penalty: 4009.177979
	Iteration 28Q: 3 clusters Score -273886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -273892.593750 Penalty: 4009.177979
	Iteration 29Q: 3 clusters Score -273892.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -273897.656250 Penalty: 4009.177979
	Iteration 30Q: 3 clusters Score -273897.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -273907.406250 Penalty: 4009.177979
	Iteration 31Q: 3 clusters Score -273907.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -273917.500000 Penalty: 4009.177979
	Iteration 32Q: 3 clusters Score -273917.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -273926.156250 Penalty: 4009.177979
	Iteration 33Q: 3 clusters Score -273926.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -273935.750000 Penalty: 4009.177979
	Iteration 34Q: 3 clusters Score -273935.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -273948.875000 Penalty: 4009.177979
	Iteration 35Q: 3 clusters Score -273948.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -273960.500000 Penalty: 4009.177979
	Iteration 36Q: 3 clusters Score -273960.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -273974.343750 Penalty: 4009.177979
	Iteration 37Q: 3 clusters Score -273974.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -273987.656250 Penalty: 4009.177979
	Iteration 38Q: 3 clusters Score -273987.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -273999.656250 Penalty: 4009.177979
	Iteration 39Q: 3 clusters Score -273999.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -274007.781250 Penalty: 4009.177979
	Iteration 40F: 3 clusters Score -274007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -274015.250000 Penalty: 4009.177979
	Iteration 41Q: 3 clusters Score -274015.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -274022.156250 Penalty: 4009.177979
	Iteration 42Q: 3 clusters Score -274022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -274032.062500 Penalty: 4009.177979
	Iteration 43Q: 3 clusters Score -274032.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -274039.031250 Penalty: 4009.177979
	Iteration 44Q: 3 clusters Score -274039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -274042.437500 Penalty: 4009.177979
	Iteration 45Q: 3 clusters Score -274042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -274047.687500 Penalty: 4009.177979
	Iteration 46Q: 3 clusters Score -274047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -274055.000000 Penalty: 4009.177979
	Iteration 47Q: 3 clusters Score -274055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -274064.906250 Penalty: 4009.177979
	Iteration 48Q: 3 clusters Score -274064.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -274075.875000 Penalty: 4009.177979
	Iteration 49Q: 3 clusters Score -274075.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -274084.656250 Penalty: 4009.177979
	Iteration 50Q: 3 clusters Score -274084.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -274091.812500 Penalty: 4009.177979
	Iteration 51Q: 3 clusters Score -274091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -274097.937500 Penalty: 4009.177979
	Iteration 52Q: 3 clusters Score -274097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -274104.625000 Penalty: 4009.177979
	Iteration 53Q: 3 clusters Score -274104.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -274109.843750 Penalty: 4009.177979
	Iteration 54Q: 3 clusters Score -274109.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -274113.500000 Penalty: 4009.177979
	Iteration 55Q: 3 clusters Score -274113.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -274115.375000 Penalty: 4009.177979
	Iteration 56Q: 3 clusters Score -274115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -274118.781250 Penalty: 4009.177979
	Iteration 57Q: 3 clusters Score -274118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -274120.750000 Penalty: 4009.177979
	Iteration 58Q: 3 clusters Score -274120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -274121.312500 Penalty: 4009.177979
	Iteration 59Q: 3 clusters Score -274121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -274122.562500 Penalty: 4009.177979
	Iteration 60F: 3 clusters Score -274122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -274124.375000 Penalty: 4009.177979
	Iteration 61Q: 3 clusters Score -274124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -274124.500000 Penalty: 4009.177979
	Iteration 62Q: 3 clusters Score -274124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -274125.000000 Penalty: 4009.177979
	Iteration 63Q: 3 clusters Score -274125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -274125.062500 Penalty: 4009.177979
	Iteration 64Q: 3 clusters Score -274125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -274125.062500 Penalty: 4009.177979
	Iteration 65Q: 3 clusters Score -274125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -274125.625000 Penalty: 4009.177979
	Iteration 66Q: 3 clusters Score -274125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -274125.625000 Penalty: 4009.177979
	Iteration 67F: 3 clusters Score -274125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -274655.718750 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -274655.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -271279.906250 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -271279.9 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -271967.156250 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -271967.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -272139.875000 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -272139.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -272233.281250 Penalty: 3993.307129
	Iteration 3Q: 3 clusters Score -272233.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -272293.625000 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -272293.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -272337.375000 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -272337.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -272361.687500 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -272361.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -272383.906250 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -272383.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -272397.375000 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -272397.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -272410.281250 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -272410.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -272424.625000 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -272424.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -272436.968750 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -272437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -272447.125000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -272447.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -272457.937500 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -272457.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -272471.093750 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -272471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -272484.031250 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -272484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -272495.031250 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -272495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -272504.531250 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -272504.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -272515.093750 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -272515.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272527.562500 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -272527.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -272540.375000 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -272540.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -272553.093750 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -272553.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -272567.375000 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -272567.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272581.656250 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -272581.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -272598.250000 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -272598.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -272610.281250 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -272610.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -272625.062500 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -272625.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -272637.093750 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -272637.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -272646.656250 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -272646.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -272658.093750 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -272658.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -272672.875000 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -272672.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -272690.093750 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -272690.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -272710.062500 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -272710.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -272728.187500 Penalty: 3993.307129
	Iteration 33Q: 3 clusters Score -272728.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -272743.000000 Penalty: 3993.307129
	Iteration 34Q: 3 clusters Score -272743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -272751.187500 Penalty: 3993.307129
	Iteration 35Q: 3 clusters Score -272751.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -272759.875000 Penalty: 3993.307129
	Iteration 36Q: 3 clusters Score -272759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272765.062500 Penalty: 3993.307129
	Iteration 37Q: 3 clusters Score -272765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -272769.343750 Penalty: 3993.307129
	Iteration 38Q: 3 clusters Score -272769.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -272776.156250 Penalty: 3993.307129
	Iteration 39Q: 3 clusters Score -272776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -272789.687500 Penalty: 3993.307129
	Iteration 40F: 3 clusters Score -272789.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -272803.218750 Penalty: 3993.307129
	Iteration 41Q: 3 clusters Score -272803.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -272811.843750 Penalty: 3993.307129
	Iteration 42Q: 3 clusters Score -272811.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -272817.500000 Penalty: 3993.307129
	Iteration 43Q: 3 clusters Score -272817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -272820.968750 Penalty: 3993.307129
	Iteration 44Q: 3 clusters Score -272821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -272826.093750 Penalty: 3993.307129
	Iteration 45Q: 3 clusters Score -272826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -272831.500000 Penalty: 3993.307129
	Iteration 46Q: 3 clusters Score -272831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -272836.531250 Penalty: 3993.307129
	Iteration 47Q: 3 clusters Score -272836.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -272841.375000 Penalty: 3993.307129
	Iteration 48Q: 3 clusters Score -272841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -272843.750000 Penalty: 3993.307129
	Iteration 49Q: 3 clusters Score -272843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -272847.125000 Penalty: 3993.307129
	Iteration 50Q: 3 clusters Score -272847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -272848.500000 Penalty: 3993.307129
	Iteration 51Q: 3 clusters Score -272848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -272849.343750 Penalty: 3993.307129
	Iteration 52Q: 3 clusters Score -272849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -272849.875000 Penalty: 3993.307129
	Iteration 53Q: 3 clusters Score -272849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -272849.875000 Penalty: 3993.307129
	Iteration 54F: 3 clusters Score -272849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Entering Unmasked Estep 
Score: -1793707.250000 Penalty: 2466.648682
	Iteration 0F: 2 clusters Score -1793707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1779075.000000 Penalty: 4933.297363
	Iteration 0F: 3 clusters Score -1779075 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1784097.500000 Penalty: 4933.297363
	Iteration 1F: 3 clusters Score -1784098 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1784601.125000 Penalty: 4933.297363
	Iteration 2F: 3 clusters Score -1784601 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1785141.125000 Penalty: 4933.297363
	Iteration 3F: 3 clusters Score -1785141 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1785781.250000 Penalty: 4933.297363
	Iteration 4F: 3 clusters Score -1785781 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1786572.375000 Penalty: 4933.297363
	Iteration 5F: 3 clusters Score -1786572 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1787629.250000 Penalty: 4933.297363
	Iteration 6F: 3 clusters Score -1787629 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1789028.625000 Penalty: 4933.297363
	Iteration 7F: 3 clusters Score -1789029 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1790504.250000 Penalty: 4933.297363
	Iteration 8F: 3 clusters Score -1790504 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1791658.750000 Penalty: 4933.297363
	Iteration 9F: 3 clusters Score -1791659 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1792260.750000 Penalty: 4933.297363
	Iteration 10Q: 3 clusters Score -1792261 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1792470.875000 Penalty: 4933.297363
	Iteration 11Q: 3 clusters Score -1792471 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1792583.750000 Penalty: 4933.297363
	Iteration 12Q: 3 clusters Score -1792584 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1792635.500000 Penalty: 4933.297363
	Iteration 13Q: 3 clusters Score -1792636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1792676.750000 Penalty: 4933.297363
	Iteration 14Q: 3 clusters Score -1792677 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1792694.750000 Penalty: 4933.297363
	Iteration 15Q: 3 clusters Score -1792695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1792708.875000 Penalty: 4933.297363
	Iteration 16Q: 3 clusters Score -1792709 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1792717.750000 Penalty: 4933.297363
	Iteration 17Q: 3 clusters Score -1792718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1792728.375000 Penalty: 4933.297363
	Iteration 18Q: 3 clusters Score -1792728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1792731.875000 Penalty: 4933.297363
	Iteration 19Q: 3 clusters Score -1792732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1792735.875000 Penalty: 4933.297363
	Iteration 20F: 3 clusters Score -1792736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1792739.750000 Penalty: 4933.297363
	Iteration 21Q: 3 clusters Score -1792740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1792741.750000 Penalty: 4933.297363
	Iteration 22Q: 3 clusters Score -1792742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1792742.125000 Penalty: 4933.297363
	Iteration 23Q: 3 clusters Score -1792742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1792744.250000 Penalty: 4933.297363
	Iteration 24Q: 3 clusters Score -1792744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1792740.375000 Penalty: 4933.297363
	Iteration 25Q: 3 clusters Score -1792740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1792740.250000 Penalty: 4933.297363
	Iteration 26Q: 3 clusters Score -1792740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1792737.875000 Penalty: 4933.297363
	Iteration 27Q: 3 clusters Score -1792738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1792737.875000 Penalty: 4933.297363
	Iteration 28F: 3 clusters Score -1792738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Entering Unmasked Estep 
Score: -2456338.750000 Penalty: 2538.017578
	Iteration 0F: 2 clusters Score -2456339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2437303.500000 Penalty: 5076.035156
	Iteration 0F: 3 clusters Score -2437304 nChanged 12414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2443839.000000 Penalty: 5076.035156
	Iteration 1F: 3 clusters Score -2443839 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2444278.750000 Penalty: 5076.035156
	Iteration 2Q: 3 clusters Score -2444279 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2444663.250000 Penalty: 5076.035156
	Iteration 3Q: 3 clusters Score -2444663 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2444999.250000 Penalty: 5076.035156
	Iteration 4Q: 3 clusters Score -2444999 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2445338.000000 Penalty: 5076.035156
	Iteration 5Q: 3 clusters Score -2445338 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2445766.250000 Penalty: 5076.035156
	Iteration 6Q: 3 clusters Score -2445766 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2446259.000000 Penalty: 5076.035156
	Iteration 7Q: 3 clusters Score -2446259 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2446840.500000 Penalty: 5076.035156
	Iteration 8Q: 3 clusters Score -2446840 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2447543.750000 Penalty: 5076.035156
	Iteration 9Q: 3 clusters Score -2447544 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2448324.750000 Penalty: 5076.035156
	Iteration 10Q: 3 clusters Score -2448325 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2449254.750000 Penalty: 5076.035156
	Iteration 11F: 3 clusters Score -2449255 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2450197.750000 Penalty: 5076.035156
	Iteration 12Q: 3 clusters Score -2450198 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2451142.000000 Penalty: 5076.035156
	Iteration 13Q: 3 clusters Score -2451142 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2451980.750000 Penalty: 5076.035156
	Iteration 14Q: 3 clusters Score -2451981 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2452649.750000 Penalty: 5076.035156
	Iteration 15Q: 3 clusters Score -2452650 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -2453082.750000 Penalty: 5076.035156
	Iteration 16Q: 3 clusters Score -2453083 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2453414.000000 Penalty: 5076.035156
	Iteration 17Q: 3 clusters Score -2453414 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2453666.750000 Penalty: 5076.035156
	Iteration 18Q: 3 clusters Score -2453667 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -2453837.250000 Penalty: 5076.035156
	Iteration 19Q: 3 clusters Score -2453837 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -2453950.500000 Penalty: 5076.035156
	Iteration 20F: 3 clusters Score -2453950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -2454037.750000 Penalty: 5076.035156
	Iteration 21Q: 3 clusters Score -2454038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -2454094.000000 Penalty: 5076.035156
	Iteration 22Q: 3 clusters Score -2454094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -2454126.500000 Penalty: 5076.035156
	Iteration 23Q: 3 clusters Score -2454126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -2454149.750000 Penalty: 5076.035156
	Iteration 24Q: 3 clusters Score -2454150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2454162.750000 Penalty: 5076.035156
	Iteration 25Q: 3 clusters Score -2454163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2454177.000000 Penalty: 5076.035156
	Iteration 26Q: 3 clusters Score -2454177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2454186.750000 Penalty: 5076.035156
	Iteration 27Q: 3 clusters Score -2454187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -2454190.250000 Penalty: 5076.035156
	Iteration 28Q: 3 clusters Score -2454190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -2454199.750000 Penalty: 5076.035156
	Iteration 29Q: 3 clusters Score -2454200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -2454203.250000 Penalty: 5076.035156
	Iteration 30Q: 3 clusters Score -2454203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -2454207.500000 Penalty: 5076.035156
	Iteration 31Q: 3 clusters Score -2454208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -2454215.500000 Penalty: 5076.035156
	Iteration 32Q: 3 clusters Score -2454216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -2454217.250000 Penalty: 5076.035156
	Iteration 33Q: 3 clusters Score -2454217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -2454223.250000 Penalty: 5076.035156
	Iteration 34Q: 3 clusters Score -2454223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -2454220.250000 Penalty: 5076.035156
	Iteration 35Q: 3 clusters Score -2454220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2454223.500000 Penalty: 5076.035156
	Iteration 36Q: 3 clusters Score -2454224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2454221.500000 Penalty: 5076.035156
	Iteration 37Q: 3 clusters Score -2454222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -2454226.250000 Penalty: 5076.035156
	Iteration 38Q: 3 clusters Score -2454226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -2454228.250000 Penalty: 5076.035156
	Iteration 39Q: 3 clusters Score -2454228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -2454228.250000 Penalty: 5076.035156
	Iteration 40F: 3 clusters Score -2454228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2454228.500000 Penalty: 5076.035156
	Iteration 41Q: 3 clusters Score -2454228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2454228.500000 Penalty: 5076.035156
	Iteration 42Q: 3 clusters Score -2454228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2454229.750000 Penalty: 5076.035156
	Iteration 43Q: 3 clusters Score -2454230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2454229.750000 Penalty: 5076.035156
	Iteration 44F: 3 clusters Score -2454230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (415773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415773 members 
Entering Unmasked Estep 
Score: -36715456.000000 Penalty: 3208.597900
	Iteration 0F: 2 clusters Score -3.671546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207244 members 
Mstep: Class 2 contains 208529 members 
Entering Unmasked Estep 
Score: -36435356.000000 Penalty: 6417.195801
	Iteration 0F: 3 clusters Score -3.643536e+07 nChanged 202405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187847 members 
Mstep: Class 2 contains 227926 members 
Entering Unmasked Estep 
Score: -36557820.000000 Penalty: 6417.195801
	Iteration 1F: 3 clusters Score -3.655782e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175767 members 
Mstep: Class 2 contains 240006 members 
Entering Unmasked Estep 
Score: -36562048.000000 Penalty: 6417.195801
	Iteration 2Q: 3 clusters Score -3.656205e+07 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 259009 members 
Entering Unmasked Estep 
Score: -36570848.000000 Penalty: 6417.195801
	Iteration 3Q: 3 clusters Score -3.657085e+07 nChanged 28798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128586 members 
Mstep: Class 2 contains 287187 members 
Entering Unmasked Estep 
Score: -36589108.000000 Penalty: 6417.195801
	Iteration 4F: 3 clusters Score -3.658911e+07 nChanged 37672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 324593 members 
Entering Unmasked Estep 
Score: -36621104.000000 Penalty: 6417.195801
	Iteration 5F: 3 clusters Score -3.66211e+07 nChanged 40253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 364676 members 
Entering Unmasked Estep 
Score: -36661820.000000 Penalty: 6417.195801
	Iteration 6F: 3 clusters Score -3.666182e+07 nChanged 29603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 394197 members 
Entering Unmasked Estep 
Score: -36692396.000000 Penalty: 6417.195801
	Iteration 7F: 3 clusters Score -3.66924e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 408280 members 
Entering Unmasked Estep 
Score: -36705948.000000 Penalty: 6417.195801
	Iteration 8Q: 3 clusters Score -3.670595e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 413344 members 
Entering Unmasked Estep 
Score: -36710560.000000 Penalty: 6417.195801
	Iteration 9Q: 3 clusters Score -3.671056e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 414850 members 
Entering Unmasked Estep 
Score: -36711828.000000 Penalty: 6417.195801
	Iteration 10Q: 3 clusters Score -3.671183e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 415223 members 
Entering Unmasked Estep 
Score: -36712268.000000 Penalty: 6417.195801
	Iteration 11Q: 3 clusters Score -3.671227e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 415331 members 
Entering Unmasked Estep 
Score: -36712380.000000 Penalty: 6417.195801
	Iteration 12Q: 3 clusters Score -3.671238e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 415368 members 
Entering Unmasked Estep 
Score: -36712512.000000 Penalty: 6417.195801
	Iteration 13Q: 3 clusters Score -3.671251e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 415399 members 
Entering Unmasked Estep 
Score: -36712540.000000 Penalty: 6417.195801
	Iteration 14Q: 3 clusters Score -3.671254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 415407 members 
Entering Unmasked Estep 
Score: -36712544.000000 Penalty: 6417.195801
	Iteration 15Q: 3 clusters Score -3.671254e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 415418 members 
Entering Unmasked Estep 
Score: -36712584.000000 Penalty: 6417.195801
	Iteration 16Q: 3 clusters Score -3.671258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 415424 members 
Entering Unmasked Estep 
Score: -36712600.000000 Penalty: 6417.195801
	Iteration 17Q: 3 clusters Score -3.67126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 415430 members 
Entering Unmasked Estep 
Score: -36712636.000000 Penalty: 6417.195801
	Iteration 18Q: 3 clusters Score -3.671264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 415430 members 
Entering Unmasked Estep 
Score: -36712632.000000 Penalty: 6417.195801
	Iteration 19Q: 3 clusters Score -3.671263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 415430 members 
Entering Unmasked Estep 
Score: -36712656.000000 Penalty: 6417.195801
	Iteration 20F: 3 clusters Score -3.671266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 415428 members 
Entering Unmasked Estep 
Score: -36712680.000000 Penalty: 6417.195801
	Iteration 21Q: 3 clusters Score -3.671268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 415431 members 
Entering Unmasked Estep 
Score: -36712676.000000 Penalty: 6417.195801
	Iteration 22Q: 3 clusters Score -3.671268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 415432 members 
Entering Unmasked Estep 
Score: -36712712.000000 Penalty: 6417.195801
	Iteration 23Q: 3 clusters Score -3.671271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 415431 members 
Entering Unmasked Estep 
Score: -36712720.000000 Penalty: 6417.195801
	Iteration 24Q: 3 clusters Score -3.671272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 415433 members 
Entering Unmasked Estep 
Score: -36712720.000000 Penalty: 6417.195801
	Iteration 25Q: 3 clusters Score -3.671272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 415436 members 
Entering Unmasked Estep 
Score: -36712736.000000 Penalty: 6417.195801
	Iteration 26Q: 3 clusters Score -3.671274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 415437 members 
Entering Unmasked Estep 
Score: -36712752.000000 Penalty: 6417.195801
	Iteration 27Q: 3 clusters Score -3.671275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 415435 members 
Entering Unmasked Estep 
Score: -36712748.000000 Penalty: 6417.195801
	Iteration 28Q: 3 clusters Score -3.671275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 415435 members 
Entering Unmasked Estep 
Score: -36712748.000000 Penalty: 6417.195801
	Iteration 29F: 3 clusters Score -3.671275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Entering Unmasked Estep 
Score: -5425739.500000 Penalty: 2732.863770
	Iteration 0F: 2 clusters Score -5425740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -5384599.000000 Penalty: 5465.727539
	Iteration 0F: 3 clusters Score -5384599 nChanged 28464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5400545.500000 Penalty: 5465.727539
	Iteration 1F: 3 clusters Score -5400546 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5401164.500000 Penalty: 5465.727539
	Iteration 2Q: 3 clusters Score -5401164 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -5401902.500000 Penalty: 5465.727539
	Iteration 3Q: 3 clusters Score -5401902 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -5402916.000000 Penalty: 5465.727539
	Iteration 4Q: 3 clusters Score -5402916 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -5404424.500000 Penalty: 5465.727539
	Iteration 5F: 3 clusters Score -5404424 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5406779.500000 Penalty: 5465.727539
	Iteration 6F: 3 clusters Score -5406780 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -5410088.000000 Penalty: 5465.727539
	Iteration 7F: 3 clusters Score -5410088 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -5413837.500000 Penalty: 5465.727539
	Iteration 8F: 3 clusters Score -5413838 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -5417147.500000 Penalty: 5465.727539
	Iteration 9F: 3 clusters Score -5417148 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -5419601.500000 Penalty: 5465.727539
	Iteration 10Q: 3 clusters Score -5419602 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -5421267.500000 Penalty: 5465.727539
	Iteration 11Q: 3 clusters Score -5421268 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -5422129.000000 Penalty: 5465.727539
	Iteration 12Q: 3 clusters Score -5422129 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -5422558.500000 Penalty: 5465.727539
	Iteration 13Q: 3 clusters Score -5422558 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -5422796.000000 Penalty: 5465.727539
	Iteration 14Q: 3 clusters Score -5422796 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -5422943.000000 Penalty: 5465.727539
	Iteration 15Q: 3 clusters Score -5422943 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -5423055.500000 Penalty: 5465.727539
	Iteration 16Q: 3 clusters Score -5423056 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -5423128.500000 Penalty: 5465.727539
	Iteration 17Q: 3 clusters Score -5423128 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -5423158.000000 Penalty: 5465.727539
	Iteration 18Q: 3 clusters Score -5423158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -5423190.000000 Penalty: 5465.727539
	Iteration 19Q: 3 clusters Score -5423190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -5423211.500000 Penalty: 5465.727539
	Iteration 20F: 3 clusters Score -5423212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -5423245.000000 Penalty: 5465.727539
	Iteration 21Q: 3 clusters Score -5423245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -5423274.500000 Penalty: 5465.727539
	Iteration 22Q: 3 clusters Score -5423274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -5423307.500000 Penalty: 5465.727539
	Iteration 23Q: 3 clusters Score -5423308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 58641 members 
Entering Unmasked Estep 
Score: -5423357.500000 Penalty: 5465.727539
	Iteration 24Q: 3 clusters Score -5423358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -5423393.000000 Penalty: 5465.727539
	Iteration 25Q: 3 clusters Score -5423393 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -5423426.000000 Penalty: 5465.727539
	Iteration 26Q: 3 clusters Score -5423426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -5423424.000000 Penalty: 5465.727539
	Iteration 27Q: 3 clusters Score -5423424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -5423445.500000 Penalty: 5465.727539
	Iteration 28Q: 3 clusters Score -5423446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -5423455.000000 Penalty: 5465.727539
	Iteration 29Q: 3 clusters Score -5423455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -5423459.000000 Penalty: 5465.727539
	Iteration 30Q: 3 clusters Score -5423459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -5423465.000000 Penalty: 5465.727539
	Iteration 31Q: 3 clusters Score -5423465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -5423464.500000 Penalty: 5465.727539
	Iteration 32Q: 3 clusters Score -5423464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -5423471.500000 Penalty: 5465.727539
	Iteration 33Q: 3 clusters Score -5423472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -5423479.000000 Penalty: 5465.727539
	Iteration 34Q: 3 clusters Score -5423479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -5423478.000000 Penalty: 5465.727539
	Iteration 35Q: 3 clusters Score -5423478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -5423482.500000 Penalty: 5465.727539
	Iteration 36Q: 3 clusters Score -5423482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -5423487.500000 Penalty: 5465.727539
	Iteration 37Q: 3 clusters Score -5423488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -5423488.500000 Penalty: 5465.727539
	Iteration 38Q: 3 clusters Score -5423488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -5423492.000000 Penalty: 5465.727539
	Iteration 39Q: 3 clusters Score -5423492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -5423496.000000 Penalty: 5465.727539
	Iteration 40F: 3 clusters Score -5423496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -5423497.500000 Penalty: 5465.727539
	Iteration 41Q: 3 clusters Score -5423498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -5423505.500000 Penalty: 5465.727539
	Iteration 42Q: 3 clusters Score -5423506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -5423516.000000 Penalty: 5465.727539
	Iteration 43Q: 3 clusters Score -5423516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -5423515.500000 Penalty: 5465.727539
	Iteration 44Q: 3 clusters Score -5423516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -5423525.500000 Penalty: 5465.727539
	Iteration 45Q: 3 clusters Score -5423526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -5423527.500000 Penalty: 5465.727539
	Iteration 46Q: 3 clusters Score -5423528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -5423531.500000 Penalty: 5465.727539
	Iteration 47Q: 3 clusters Score -5423532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -5423531.000000 Penalty: 5465.727539
	Iteration 48Q: 3 clusters Score -5423531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -5423542.000000 Penalty: 5465.727539
	Iteration 49Q: 3 clusters Score -5423542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -5423546.500000 Penalty: 5465.727539
	Iteration 50Q: 3 clusters Score -5423546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -5423539.500000 Penalty: 5465.727539
	Iteration 51Q: 3 clusters Score -5423540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -5423542.000000 Penalty: 5465.727539
	Iteration 52Q: 3 clusters Score -5423542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -5423549.500000 Penalty: 5465.727539
	Iteration 53Q: 3 clusters Score -5423550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -5423556.000000 Penalty: 5465.727539
	Iteration 54Q: 3 clusters Score -5423556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -5423550.500000 Penalty: 5465.727539
	Iteration 55Q: 3 clusters Score -5423550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -5423552.000000 Penalty: 5465.727539
	Iteration 56Q: 3 clusters Score -5423552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -5423556.500000 Penalty: 5465.727539
	Iteration 57Q: 3 clusters Score -5423556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -5423557.500000 Penalty: 5465.727539
	Iteration 58Q: 3 clusters Score -5423558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -5423554.500000 Penalty: 5465.727539
	Iteration 59Q: 3 clusters Score -5423554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -5423547.000000 Penalty: 5465.727539
	Iteration 60F: 3 clusters Score -5423547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -5423550.500000 Penalty: 5465.727539
	Iteration 61Q: 3 clusters Score -5423550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -5423551.500000 Penalty: 5465.727539
	Iteration 62Q: 3 clusters Score -5423552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 59461 members 
Entering Unmasked Estep 
Score: -5423544.500000 Penalty: 5465.727539
	Iteration 63Q: 3 clusters Score -5423544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 59468 members 
Entering Unmasked Estep 
Score: -5423549.000000 Penalty: 5465.727539
	Iteration 64Q: 3 clusters Score -5423549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -5423547.000000 Penalty: 5465.727539
	Iteration 65Q: 3 clusters Score -5423547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -5423550.500000 Penalty: 5465.727539
	Iteration 66Q: 3 clusters Score -5423550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -5423549.000000 Penalty: 5465.727539
	Iteration 67Q: 3 clusters Score -5423549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -5423546.000000 Penalty: 5465.727539
	Iteration 68Q: 3 clusters Score -5423546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -5423546.000000 Penalty: 5465.727539
	Iteration 69F: 3 clusters Score -5423546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (326049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326049 members 
Entering Unmasked Estep 
Score: -28798208.000000 Penalty: 3148.311279
	Iteration 0F: 2 clusters Score -2.879821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163099 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -28579262.000000 Penalty: 6296.622559
	Iteration 0F: 3 clusters Score -2.857926e+07 nChanged 157886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164343 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -28672346.000000 Penalty: 6296.622559
	Iteration 1F: 3 clusters Score -2.867235e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165481 members 
Mstep: Class 2 contains 160568 members 
Entering Unmasked Estep 
Score: -28673418.000000 Penalty: 6296.622559
	Iteration 2Q: 3 clusters Score -2.867342e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -28675296.000000 Penalty: 6296.622559
	Iteration 3Q: 3 clusters Score -2.86753e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170577 members 
Mstep: Class 2 contains 155472 members 
Entering Unmasked Estep 
Score: -28677982.000000 Penalty: 6296.622559
	Iteration 4Q: 3 clusters Score -2.867798e+07 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175398 members 
Mstep: Class 2 contains 150651 members 
Entering Unmasked Estep 
Score: -28682940.000000 Penalty: 6296.622559
	Iteration 5Q: 3 clusters Score -2.868294e+07 nChanged 15871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182189 members 
Mstep: Class 2 contains 143860 members 
Entering Unmasked Estep 
Score: -28690086.000000 Penalty: 6296.622559
	Iteration 6Q: 3 clusters Score -2.869009e+07 nChanged 18654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190703 members 
Mstep: Class 2 contains 135346 members 
Entering Unmasked Estep 
Score: -28699668.000000 Penalty: 6296.622559
	Iteration 7F: 3 clusters Score -2.869967e+07 nChanged 20233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200196 members 
Mstep: Class 2 contains 125853 members 
Entering Unmasked Estep 
Score: -28711048.000000 Penalty: 6296.622559
	Iteration 8F: 3 clusters Score -2.871105e+07 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209551 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -28722122.000000 Penalty: 6296.622559
	Iteration 9F: 3 clusters Score -2.872212e+07 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217826 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -28731874.000000 Penalty: 6296.622559
	Iteration 10F: 3 clusters Score -2.873187e+07 nChanged 14456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224562 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -28740390.000000 Penalty: 6296.622559
	Iteration 11Q: 3 clusters Score -2.874039e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229706 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -28747832.000000 Penalty: 6296.622559
	Iteration 12Q: 3 clusters Score -2.874783e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -28754710.000000 Penalty: 6296.622559
	Iteration 13Q: 3 clusters Score -2.875471e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237330 members 
Mstep: Class 2 contains 88719 members 
Entering Unmasked Estep 
Score: -28759060.000000 Penalty: 6296.622559
	Iteration 14Q: 3 clusters Score -2.875906e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240921 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -28762024.000000 Penalty: 6296.622559
	Iteration 15Q: 3 clusters Score -2.876202e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244695 members 
Mstep: Class 2 contains 81354 members 
Entering Unmasked Estep 
Score: -28765044.000000 Penalty: 6296.622559
	Iteration 16Q: 3 clusters Score -2.876504e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248508 members 
Mstep: Class 2 contains 77541 members 
Entering Unmasked Estep 
Score: -28767712.000000 Penalty: 6296.622559
	Iteration 17Q: 3 clusters Score -2.876771e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252297 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -28770266.000000 Penalty: 6296.622559
	Iteration 18Q: 3 clusters Score -2.877027e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255881 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -28772504.000000 Penalty: 6296.622559
	Iteration 19Q: 3 clusters Score -2.87725e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259175 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -28774370.000000 Penalty: 6296.622559
	Iteration 20F: 3 clusters Score -2.877437e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262273 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -28775974.000000 Penalty: 6296.622559
	Iteration 21Q: 3 clusters Score -2.877597e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265249 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -28777358.000000 Penalty: 6296.622559
	Iteration 22Q: 3 clusters Score -2.877736e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268002 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -28778318.000000 Penalty: 6296.622559
	Iteration 23Q: 3 clusters Score -2.877832e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270661 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -28779394.000000 Penalty: 6296.622559
	Iteration 24Q: 3 clusters Score -2.877939e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273274 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -28780146.000000 Penalty: 6296.622559
	Iteration 25Q: 3 clusters Score -2.878015e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275920 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -28780744.000000 Penalty: 6296.622559
	Iteration 26Q: 3 clusters Score -2.878074e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278541 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -28781316.000000 Penalty: 6296.622559
	Iteration 27Q: 3 clusters Score -2.878132e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281126 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -28781922.000000 Penalty: 6296.622559
	Iteration 28Q: 3 clusters Score -2.878192e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283622 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -28782486.000000 Penalty: 6296.622559
	Iteration 29Q: 3 clusters Score -2.878249e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286062 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -28783244.000000 Penalty: 6296.622559
	Iteration 30Q: 3 clusters Score -2.878324e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288501 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -28783816.000000 Penalty: 6296.622559
	Iteration 31Q: 3 clusters Score -2.878382e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290785 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -28784570.000000 Penalty: 6296.622559
	Iteration 32Q: 3 clusters Score -2.878457e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293040 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -28785246.000000 Penalty: 6296.622559
	Iteration 33Q: 3 clusters Score -2.878525e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295194 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -28785962.000000 Penalty: 6296.622559
	Iteration 34Q: 3 clusters Score -2.878596e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297350 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -28786446.000000 Penalty: 6296.622559
	Iteration 35Q: 3 clusters Score -2.878645e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299500 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -28786988.000000 Penalty: 6296.622559
	Iteration 36Q: 3 clusters Score -2.878699e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301600 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -28787598.000000 Penalty: 6296.622559
	Iteration 37Q: 3 clusters Score -2.87876e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303669 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -28788408.000000 Penalty: 6296.622559
	Iteration 38Q: 3 clusters Score -2.878841e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305580 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -28788828.000000 Penalty: 6296.622559
	Iteration 39Q: 3 clusters Score -2.878883e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307437 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -28789256.000000 Penalty: 6296.622559
	Iteration 40F: 3 clusters Score -2.878926e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309141 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -28789646.000000 Penalty: 6296.622559
	Iteration 41Q: 3 clusters Score -2.878965e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310734 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -28790120.000000 Penalty: 6296.622559
	Iteration 42Q: 3 clusters Score -2.879012e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312243 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -28790802.000000 Penalty: 6296.622559
	Iteration 43Q: 3 clusters Score -2.87908e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313688 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -28791192.000000 Penalty: 6296.622559
	Iteration 44Q: 3 clusters Score -2.879119e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315015 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -28791626.000000 Penalty: 6296.622559
	Iteration 45Q: 3 clusters Score -2.879163e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316260 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -28792162.000000 Penalty: 6296.622559
	Iteration 46Q: 3 clusters Score -2.879216e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317409 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -28792464.000000 Penalty: 6296.622559
	Iteration 47Q: 3 clusters Score -2.879246e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318449 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -28792764.000000 Penalty: 6296.622559
	Iteration 48Q: 3 clusters Score -2.879276e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319416 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -28793150.000000 Penalty: 6296.622559
	Iteration 49Q: 3 clusters Score -2.879315e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320311 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -28793538.000000 Penalty: 6296.622559
	Iteration 50Q: 3 clusters Score -2.879354e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321093 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -28793912.000000 Penalty: 6296.622559
	Iteration 51Q: 3 clusters Score -2.879391e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321733 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -28794118.000000 Penalty: 6296.622559
	Iteration 52Q: 3 clusters Score -2.879412e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322258 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -28794238.000000 Penalty: 6296.622559
	Iteration 53Q: 3 clusters Score -2.879424e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322682 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -28794426.000000 Penalty: 6296.622559
	Iteration 54Q: 3 clusters Score -2.879443e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323087 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -28794622.000000 Penalty: 6296.622559
	Iteration 55Q: 3 clusters Score -2.879462e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323400 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -28794758.000000 Penalty: 6296.622559
	Iteration 56Q: 3 clusters Score -2.879476e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323645 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -28794850.000000 Penalty: 6296.622559
	Iteration 57Q: 3 clusters Score -2.879485e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323860 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -28794936.000000 Penalty: 6296.622559
	Iteration 58Q: 3 clusters Score -2.879494e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324036 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -28795016.000000 Penalty: 6296.622559
	Iteration 59Q: 3 clusters Score -2.879502e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324193 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -28795076.000000 Penalty: 6296.622559
	Iteration 60F: 3 clusters Score -2.879508e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324333 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -28795148.000000 Penalty: 6296.622559
	Iteration 61Q: 3 clusters Score -2.879515e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324445 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -28795224.000000 Penalty: 6296.622559
	Iteration 62Q: 3 clusters Score -2.879522e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324534 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -28795248.000000 Penalty: 6296.622559
	Iteration 63Q: 3 clusters Score -2.879525e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324608 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -28795320.000000 Penalty: 6296.622559
	Iteration 64Q: 3 clusters Score -2.879532e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324660 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -28795318.000000 Penalty: 6296.622559
	Iteration 65Q: 3 clusters Score -2.879532e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324690 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -28795358.000000 Penalty: 6296.622559
	Iteration 66Q: 3 clusters Score -2.879536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324723 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -28795362.000000 Penalty: 6296.622559
	Iteration 67Q: 3 clusters Score -2.879536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324752 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -28795408.000000 Penalty: 6296.622559
	Iteration 68Q: 3 clusters Score -2.879541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324789 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -28795370.000000 Penalty: 6296.622559
	Iteration 69Q: 3 clusters Score -2.879537e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324823 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -28795420.000000 Penalty: 6296.622559
	Iteration 70Q: 3 clusters Score -2.879542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324854 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -28795420.000000 Penalty: 6296.622559
	Iteration 71Q: 3 clusters Score -2.879542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324873 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -28795428.000000 Penalty: 6296.622559
	Iteration 72Q: 3 clusters Score -2.879543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324895 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -28795420.000000 Penalty: 6296.622559
	Iteration 73Q: 3 clusters Score -2.879542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324910 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -28795416.000000 Penalty: 6296.622559
	Iteration 74Q: 3 clusters Score -2.879542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324922 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -28795420.000000 Penalty: 6296.622559
	Iteration 75Q: 3 clusters Score -2.879542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324933 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -28795426.000000 Penalty: 6296.622559
	Iteration 76Q: 3 clusters Score -2.879543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324942 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -28795446.000000 Penalty: 6296.622559
	Iteration 77Q: 3 clusters Score -2.879545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324948 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -28795440.000000 Penalty: 6296.622559
	Iteration 78Q: 3 clusters Score -2.879544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324950 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -28795452.000000 Penalty: 6296.622559
	Iteration 79Q: 3 clusters Score -2.879545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324951 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -28795456.000000 Penalty: 6296.622559
	Iteration 80F: 3 clusters Score -2.879546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324953 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -28795442.000000 Penalty: 6296.622559
	Iteration 81Q: 3 clusters Score -2.879544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324953 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -28795442.000000 Penalty: 6296.622559
	Iteration 82F: 3 clusters Score -2.879544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Entering Unmasked Estep 
Score: -1801478.500000 Penalty: 2462.188477
	Iteration 0F: 2 clusters Score -1801478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1787107.625000 Penalty: 4924.376953
	Iteration 0F: 3 clusters Score -1787108 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1792011.500000 Penalty: 4924.376953
	Iteration 1F: 3 clusters Score -1792012 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1792461.250000 Penalty: 4924.376953
	Iteration 2F: 3 clusters Score -1792461 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1792856.250000 Penalty: 4924.376953
	Iteration 3Q: 3 clusters Score -1792856 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1793270.750000 Penalty: 4924.376953
	Iteration 4Q: 3 clusters Score -1793271 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1793724.625000 Penalty: 4924.376953
	Iteration 5Q: 3 clusters Score -1793725 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1794234.125000 Penalty: 4924.376953
	Iteration 6Q: 3 clusters Score -1794234 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1794830.375000 Penalty: 4924.376953
	Iteration 7Q: 3 clusters Score -1794830 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1795526.625000 Penalty: 4924.376953
	Iteration 8Q: 3 clusters Score -1795527 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1796198.750000 Penalty: 4924.376953
	Iteration 9Q: 3 clusters Score -1796199 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1796770.250000 Penalty: 4924.376953
	Iteration 10Q: 3 clusters Score -1796770 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1797207.875000 Penalty: 4924.376953
	Iteration 11Q: 3 clusters Score -1797208 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1797550.125000 Penalty: 4924.376953
	Iteration 12Q: 3 clusters Score -1797550 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1797839.000000 Penalty: 4924.376953
	Iteration 13Q: 3 clusters Score -1797839 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1798065.375000 Penalty: 4924.376953
	Iteration 14Q: 3 clusters Score -1798065 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1798286.875000 Penalty: 4924.376953
	Iteration 15Q: 3 clusters Score -1798287 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1798500.500000 Penalty: 4924.376953
	Iteration 16Q: 3 clusters Score -1798500 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1798678.375000 Penalty: 4924.376953
	Iteration 17Q: 3 clusters Score -1798678 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1798822.875000 Penalty: 4924.376953
	Iteration 18Q: 3 clusters Score -1798823 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -1798937.500000 Penalty: 4924.376953
	Iteration 19Q: 3 clusters Score -1798938 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1799037.875000 Penalty: 4924.376953
	Iteration 20F: 3 clusters Score -1799038 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -1799134.500000 Penalty: 4924.376953
	Iteration 21Q: 3 clusters Score -1799134 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1799203.000000 Penalty: 4924.376953
	Iteration 22Q: 3 clusters Score -1799203 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -1799262.625000 Penalty: 4924.376953
	Iteration 23Q: 3 clusters Score -1799263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1799324.875000 Penalty: 4924.376953
	Iteration 24Q: 3 clusters Score -1799325 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1799383.500000 Penalty: 4924.376953
	Iteration 25Q: 3 clusters Score -1799384 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1799448.875000 Penalty: 4924.376953
	Iteration 26Q: 3 clusters Score -1799449 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1799498.125000 Penalty: 4924.376953
	Iteration 27Q: 3 clusters Score -1799498 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1799549.250000 Penalty: 4924.376953
	Iteration 28Q: 3 clusters Score -1799549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1799594.250000 Penalty: 4924.376953
	Iteration 29Q: 3 clusters Score -1799594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1799629.000000 Penalty: 4924.376953
	Iteration 30Q: 3 clusters Score -1799629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -1799657.500000 Penalty: 4924.376953
	Iteration 31Q: 3 clusters Score -1799658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1799687.500000 Penalty: 4924.376953
	Iteration 32Q: 3 clusters Score -1799688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1799704.875000 Penalty: 4924.376953
	Iteration 33Q: 3 clusters Score -1799705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1799713.375000 Penalty: 4924.376953
	Iteration 34Q: 3 clusters Score -1799713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1799724.375000 Penalty: 4924.376953
	Iteration 35Q: 3 clusters Score -1799724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1799739.250000 Penalty: 4924.376953
	Iteration 36Q: 3 clusters Score -1799739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -1799742.875000 Penalty: 4924.376953
	Iteration 37Q: 3 clusters Score -1799743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1799757.750000 Penalty: 4924.376953
	Iteration 38Q: 3 clusters Score -1799758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1799760.750000 Penalty: 4924.376953
	Iteration 39Q: 3 clusters Score -1799761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1799775.875000 Penalty: 4924.376953
	Iteration 40F: 3 clusters Score -1799776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1799781.375000 Penalty: 4924.376953
	Iteration 41Q: 3 clusters Score -1799781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1799787.250000 Penalty: 4924.376953
	Iteration 42Q: 3 clusters Score -1799787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1799790.375000 Penalty: 4924.376953
	Iteration 43Q: 3 clusters Score -1799790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1799793.000000 Penalty: 4924.376953
	Iteration 44Q: 3 clusters Score -1799793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1799797.750000 Penalty: 4924.376953
	Iteration 45Q: 3 clusters Score -1799798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1799801.500000 Penalty: 4924.376953
	Iteration 46Q: 3 clusters Score -1799802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -1799804.625000 Penalty: 4924.376953
	Iteration 47Q: 3 clusters Score -1799805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1799805.500000 Penalty: 4924.376953
	Iteration 48Q: 3 clusters Score -1799806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1799806.500000 Penalty: 4924.376953
	Iteration 49Q: 3 clusters Score -1799806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1799806.250000 Penalty: 4924.376953
	Iteration 50Q: 3 clusters Score -1799806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1799803.125000 Penalty: 4924.376953
	Iteration 51Q: 3 clusters Score -1799803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1799806.375000 Penalty: 4924.376953
	Iteration 52Q: 3 clusters Score -1799806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1799806.500000 Penalty: 4924.376953
	Iteration 53Q: 3 clusters Score -1799806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1799804.625000 Penalty: 4924.376953
	Iteration 54Q: 3 clusters Score -1799805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1799804.625000 Penalty: 4924.376953
	Iteration 55F: 3 clusters Score -1799805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -246974.375000 Penalty: 1983.503784
	Iteration 0F: 2 clusters Score -246974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -243750.906250 Penalty: 3967.007568
	Iteration 0F: 3 clusters Score -243750.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -244511.406250 Penalty: 3967.007568
	Iteration 1F: 3 clusters Score -244511.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -244802.171875 Penalty: 3967.007568
	Iteration 2F: 3 clusters Score -244802.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -244992.593750 Penalty: 3967.007568
	Iteration 3F: 3 clusters Score -244992.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -245134.656250 Penalty: 3967.007568
	Iteration 4F: 3 clusters Score -245134.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -245245.703125 Penalty: 3967.007568
	Iteration 5Q: 3 clusters Score -245245.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -245349.890625 Penalty: 3967.007568
	Iteration 6Q: 3 clusters Score -245349.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -245442.718750 Penalty: 3967.007568
	Iteration 7Q: 3 clusters Score -245442.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -245505.343750 Penalty: 3967.007568
	Iteration 8Q: 3 clusters Score -245505.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -245562.640625 Penalty: 3967.007568
	Iteration 9Q: 3 clusters Score -245562.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -245602.593750 Penalty: 3967.007568
	Iteration 10Q: 3 clusters Score -245602.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -245637.015625 Penalty: 3967.007568
	Iteration 11Q: 3 clusters Score -245637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -245665.109375 Penalty: 3967.007568
	Iteration 12Q: 3 clusters Score -245665.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -245683.187500 Penalty: 3967.007568
	Iteration 13Q: 3 clusters Score -245683.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -245695.265625 Penalty: 3967.007568
	Iteration 14Q: 3 clusters Score -245695.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -245704.562500 Penalty: 3967.007568
	Iteration 15Q: 3 clusters Score -245704.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -245712.937500 Penalty: 3967.007568
	Iteration 16Q: 3 clusters Score -245712.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -245718.328125 Penalty: 3967.007568
	Iteration 17Q: 3 clusters Score -245718.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -245725.406250 Penalty: 3967.007568
	Iteration 18Q: 3 clusters Score -245725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -245729.359375 Penalty: 3967.007568
	Iteration 19Q: 3 clusters Score -245729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -245730.890625 Penalty: 3967.007568
	Iteration 20F: 3 clusters Score -245730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -245732.593750 Penalty: 3967.007568
	Iteration 21Q: 3 clusters Score -245732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -245732.640625 Penalty: 3967.007568
	Iteration 22Q: 3 clusters Score -245732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -245733.109375 Penalty: 3967.007568
	Iteration 23Q: 3 clusters Score -245733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -245733.375000 Penalty: 3967.007568
	Iteration 24Q: 3 clusters Score -245733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -245734.343750 Penalty: 3967.007568
	Iteration 25Q: 3 clusters Score -245734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -245735.437500 Penalty: 3967.007568
	Iteration 26Q: 3 clusters Score -245735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -245735.437500 Penalty: 3967.007568
	Iteration 27F: 3 clusters Score -245735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Entering Unmasked Estep 
Score: -736698.937500 Penalty: 2240.363281
	Iteration 0F: 2 clusters Score -736698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -730076.187500 Penalty: 4480.726562
	Iteration 0F: 3 clusters Score -730076.2 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -731909.812500 Penalty: 4480.726562
	Iteration 1F: 3 clusters Score -731909.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -732154.687500 Penalty: 4480.726562
	Iteration 2F: 3 clusters Score -732154.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -732320.125000 Penalty: 4480.726562
	Iteration 3Q: 3 clusters Score -732320.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -732453.062500 Penalty: 4480.726562
	Iteration 4Q: 3 clusters Score -732453.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -732611.937500 Penalty: 4480.726562
	Iteration 5Q: 3 clusters Score -732611.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -732780.937500 Penalty: 4480.726562
	Iteration 6Q: 3 clusters Score -732780.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -732967.875000 Penalty: 4480.726562
	Iteration 7Q: 3 clusters Score -732967.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -733179.250000 Penalty: 4480.726562
	Iteration 8Q: 3 clusters Score -733179.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -733396.187500 Penalty: 4480.726562
	Iteration 9Q: 3 clusters Score -733396.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -733648.000000 Penalty: 4480.726562
	Iteration 10Q: 3 clusters Score -733648 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -733872.562500 Penalty: 4480.726562
	Iteration 11Q: 3 clusters Score -733872.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -734080.437500 Penalty: 4480.726562
	Iteration 12Q: 3 clusters Score -734080.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -734268.625000 Penalty: 4480.726562
	Iteration 13Q: 3 clusters Score -734268.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -734442.250000 Penalty: 4480.726562
	Iteration 14Q: 3 clusters Score -734442.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -734596.812500 Penalty: 4480.726562
	Iteration 15Q: 3 clusters Score -734596.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -734701.625000 Penalty: 4480.726562
	Iteration 16Q: 3 clusters Score -734701.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -734790.750000 Penalty: 4480.726562
	Iteration 17Q: 3 clusters Score -734790.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -734851.125000 Penalty: 4480.726562
	Iteration 18Q: 3 clusters Score -734851.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -734888.250000 Penalty: 4480.726562
	Iteration 19Q: 3 clusters Score -734888.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -734923.375000 Penalty: 4480.726562
	Iteration 20F: 3 clusters Score -734923.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -734949.250000 Penalty: 4480.726562
	Iteration 21Q: 3 clusters Score -734949.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -734962.875000 Penalty: 4480.726562
	Iteration 22Q: 3 clusters Score -734962.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -734977.937500 Penalty: 4480.726562
	Iteration 23Q: 3 clusters Score -734977.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -734986.875000 Penalty: 4480.726562
	Iteration 24Q: 3 clusters Score -734986.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -734991.312500 Penalty: 4480.726562
	Iteration 25Q: 3 clusters Score -734991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -734995.187500 Penalty: 4480.726562
	Iteration 26Q: 3 clusters Score -734995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -735005.562500 Penalty: 4480.726562
	Iteration 27Q: 3 clusters Score -735005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -735007.062500 Penalty: 4480.726562
	Iteration 28Q: 3 clusters Score -735007.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -735012.750000 Penalty: 4480.726562
	Iteration 29Q: 3 clusters Score -735012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -735016.937500 Penalty: 4480.726562
	Iteration 30Q: 3 clusters Score -735016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -735020.875000 Penalty: 4480.726562
	Iteration 31Q: 3 clusters Score -735020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -735027.937500 Penalty: 4480.726562
	Iteration 32Q: 3 clusters Score -735027.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -735035.000000 Penalty: 4480.726562
	Iteration 33Q: 3 clusters Score -735035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -735037.250000 Penalty: 4480.726562
	Iteration 34Q: 3 clusters Score -735037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -735040.875000 Penalty: 4480.726562
	Iteration 35Q: 3 clusters Score -735040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -735043.875000 Penalty: 4480.726562
	Iteration 36Q: 3 clusters Score -735043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -735048.500000 Penalty: 4480.726562
	Iteration 37Q: 3 clusters Score -735048.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -735054.812500 Penalty: 4480.726562
	Iteration 38Q: 3 clusters Score -735054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -735058.625000 Penalty: 4480.726562
	Iteration 39Q: 3 clusters Score -735058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -735060.562500 Penalty: 4480.726562
	Iteration 40F: 3 clusters Score -735060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -735064.875000 Penalty: 4480.726562
	Iteration 41Q: 3 clusters Score -735064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -735065.750000 Penalty: 4480.726562
	Iteration 42Q: 3 clusters Score -735065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -735069.562500 Penalty: 4480.726562
	Iteration 43Q: 3 clusters Score -735069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -735070.312500 Penalty: 4480.726562
	Iteration 44Q: 3 clusters Score -735070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -735071.125000 Penalty: 4480.726562
	Iteration 45Q: 3 clusters Score -735071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -735071.125000 Penalty: 4480.726562
	Iteration 46F: 3 clusters Score -735071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -654646.312500 Penalty: 2218.765625
	Iteration 0F: 2 clusters Score -654646.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -648458.312500 Penalty: 4437.531250
	Iteration 0F: 3 clusters Score -648458.3 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -650182.812500 Penalty: 4437.531250
	Iteration 1F: 3 clusters Score -650182.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -650654.375000 Penalty: 4437.531250
	Iteration 2F: 3 clusters Score -650654.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -651051.437500 Penalty: 4437.531250
	Iteration 3F: 3 clusters Score -651051.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -651416.812500 Penalty: 4437.531250
	Iteration 4F: 3 clusters Score -651416.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -651776.125000 Penalty: 4437.531250
	Iteration 5F: 3 clusters Score -651776.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -652106.187500 Penalty: 4437.531250
	Iteration 6F: 3 clusters Score -652106.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -652475.250000 Penalty: 4437.531250
	Iteration 7F: 3 clusters Score -652475.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -652811.500000 Penalty: 4437.531250
	Iteration 8F: 3 clusters Score -652811.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -653116.437500 Penalty: 4437.531250
	Iteration 9Q: 3 clusters Score -653116.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -653351.250000 Penalty: 4437.531250
	Iteration 10Q: 3 clusters Score -653351.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -653531.062500 Penalty: 4437.531250
	Iteration 11Q: 3 clusters Score -653531.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -653642.000000 Penalty: 4437.531250
	Iteration 12Q: 3 clusters Score -653642 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -653724.625000 Penalty: 4437.531250
	Iteration 13Q: 3 clusters Score -653724.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -653782.625000 Penalty: 4437.531250
	Iteration 14Q: 3 clusters Score -653782.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -653830.187500 Penalty: 4437.531250
	Iteration 15Q: 3 clusters Score -653830.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -653860.187500 Penalty: 4437.531250
	Iteration 16Q: 3 clusters Score -653860.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -653882.375000 Penalty: 4437.531250
	Iteration 17Q: 3 clusters Score -653882.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -653897.812500 Penalty: 4437.531250
	Iteration 18Q: 3 clusters Score -653897.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -653910.812500 Penalty: 4437.531250
	Iteration 19Q: 3 clusters Score -653910.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -653924.375000 Penalty: 4437.531250
	Iteration 20F: 3 clusters Score -653924.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -653940.562500 Penalty: 4437.531250
	Iteration 21Q: 3 clusters Score -653940.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -653955.875000 Penalty: 4437.531250
	Iteration 22Q: 3 clusters Score -653955.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -653966.312500 Penalty: 4437.531250
	Iteration 23Q: 3 clusters Score -653966.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -653976.875000 Penalty: 4437.531250
	Iteration 24Q: 3 clusters Score -653976.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -653989.687500 Penalty: 4437.531250
	Iteration 25Q: 3 clusters Score -653989.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -654000.687500 Penalty: 4437.531250
	Iteration 26Q: 3 clusters Score -654000.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -654010.187500 Penalty: 4437.531250
	Iteration 27Q: 3 clusters Score -654010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -654014.625000 Penalty: 4437.531250
	Iteration 28Q: 3 clusters Score -654014.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -654018.562500 Penalty: 4437.531250
	Iteration 29Q: 3 clusters Score -654018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -654019.687500 Penalty: 4437.531250
	Iteration 30Q: 3 clusters Score -654019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -654020.625000 Penalty: 4437.531250
	Iteration 31Q: 3 clusters Score -654020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -654022.625000 Penalty: 4437.531250
	Iteration 32Q: 3 clusters Score -654022.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -654024.187500 Penalty: 4437.531250
	Iteration 33Q: 3 clusters Score -654024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -654024.750000 Penalty: 4437.531250
	Iteration 34Q: 3 clusters Score -654024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -654025.812500 Penalty: 4437.531250
	Iteration 35Q: 3 clusters Score -654025.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -654025.812500 Penalty: 4437.531250
	Iteration 36F: 3 clusters Score -654025.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Entering Unmasked Estep 
Score: -1468406.375000 Penalty: 2411.285156
	Iteration 0F: 2 clusters Score -1468406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1456415.250000 Penalty: 4822.570312
	Iteration 0F: 3 clusters Score -1456415 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1460279.875000 Penalty: 4822.570312
	Iteration 1F: 3 clusters Score -1460280 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1460591.625000 Penalty: 4822.570312
	Iteration 2F: 3 clusters Score -1460592 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1460825.500000 Penalty: 4822.570312
	Iteration 3Q: 3 clusters Score -1460826 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1461036.000000 Penalty: 4822.570312
	Iteration 4Q: 3 clusters Score -1461036 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1461227.375000 Penalty: 4822.570312
	Iteration 5Q: 3 clusters Score -1461227 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1461397.250000 Penalty: 4822.570312
	Iteration 6Q: 3 clusters Score -1461397 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1461608.000000 Penalty: 4822.570312
	Iteration 7Q: 3 clusters Score -1461608 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1461862.750000 Penalty: 4822.570312
	Iteration 8Q: 3 clusters Score -1461863 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1462212.750000 Penalty: 4822.570312
	Iteration 9Q: 3 clusters Score -1462213 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1462671.000000 Penalty: 4822.570312
	Iteration 10Q: 3 clusters Score -1462671 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1463193.375000 Penalty: 4822.570312
	Iteration 11Q: 3 clusters Score -1463193 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1463778.125000 Penalty: 4822.570312
	Iteration 12Q: 3 clusters Score -1463778 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1464344.875000 Penalty: 4822.570312
	Iteration 13Q: 3 clusters Score -1464345 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1464820.500000 Penalty: 4822.570312
	Iteration 14Q: 3 clusters Score -1464820 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1465178.875000 Penalty: 4822.570312
	Iteration 15Q: 3 clusters Score -1465179 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1465408.875000 Penalty: 4822.570312
	Iteration 16Q: 3 clusters Score -1465409 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1465610.375000 Penalty: 4822.570312
	Iteration 17Q: 3 clusters Score -1465610 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1465786.625000 Penalty: 4822.570312
	Iteration 18Q: 3 clusters Score -1465787 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1465922.000000 Penalty: 4822.570312
	Iteration 19Q: 3 clusters Score -1465922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1466002.250000 Penalty: 4822.570312
	Iteration 20F: 3 clusters Score -1466002 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1466056.500000 Penalty: 4822.570312
	Iteration 21Q: 3 clusters Score -1466056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1466100.500000 Penalty: 4822.570312
	Iteration 22Q: 3 clusters Score -1466100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1466144.375000 Penalty: 4822.570312
	Iteration 23Q: 3 clusters Score -1466144 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1466191.375000 Penalty: 4822.570312
	Iteration 24Q: 3 clusters Score -1466191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1466233.500000 Penalty: 4822.570312
	Iteration 25Q: 3 clusters Score -1466234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1466264.250000 Penalty: 4822.570312
	Iteration 26Q: 3 clusters Score -1466264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1466286.875000 Penalty: 4822.570312
	Iteration 27Q: 3 clusters Score -1466287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1466321.625000 Penalty: 4822.570312
	Iteration 28Q: 3 clusters Score -1466322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1466335.875000 Penalty: 4822.570312
	Iteration 29Q: 3 clusters Score -1466336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1466354.375000 Penalty: 4822.570312
	Iteration 30Q: 3 clusters Score -1466354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1466370.125000 Penalty: 4822.570312
	Iteration 31Q: 3 clusters Score -1466370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1466379.875000 Penalty: 4822.570312
	Iteration 32Q: 3 clusters Score -1466380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1466387.500000 Penalty: 4822.570312
	Iteration 33Q: 3 clusters Score -1466388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1466393.875000 Penalty: 4822.570312
	Iteration 34Q: 3 clusters Score -1466394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1466400.250000 Penalty: 4822.570312
	Iteration 35Q: 3 clusters Score -1466400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1466406.750000 Penalty: 4822.570312
	Iteration 36Q: 3 clusters Score -1466407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1466417.625000 Penalty: 4822.570312
	Iteration 37Q: 3 clusters Score -1466418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1466423.375000 Penalty: 4822.570312
	Iteration 38Q: 3 clusters Score -1466423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -1466432.375000 Penalty: 4822.570312
	Iteration 39Q: 3 clusters Score -1466432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -1466436.875000 Penalty: 4822.570312
	Iteration 40F: 3 clusters Score -1466437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -1466449.875000 Penalty: 4822.570312
	Iteration 41Q: 3 clusters Score -1466450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1466453.625000 Penalty: 4822.570312
	Iteration 42Q: 3 clusters Score -1466454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1466460.250000 Penalty: 4822.570312
	Iteration 43Q: 3 clusters Score -1466460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1466459.750000 Penalty: 4822.570312
	Iteration 44Q: 3 clusters Score -1466460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1466464.500000 Penalty: 4822.570312
	Iteration 45Q: 3 clusters Score -1466464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1466469.750000 Penalty: 4822.570312
	Iteration 46Q: 3 clusters Score -1466470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1466471.500000 Penalty: 4822.570312
	Iteration 47Q: 3 clusters Score -1466472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1466470.000000 Penalty: 4822.570312
	Iteration 48Q: 3 clusters Score -1466470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1466473.625000 Penalty: 4822.570312
	Iteration 49Q: 3 clusters Score -1466474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1466476.875000 Penalty: 4822.570312
	Iteration 50Q: 3 clusters Score -1466477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1466480.000000 Penalty: 4822.570312
	Iteration 51Q: 3 clusters Score -1466480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1466480.000000 Penalty: 4822.570312
	Iteration 52Q: 3 clusters Score -1466480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1466481.875000 Penalty: 4822.570312
	Iteration 53Q: 3 clusters Score -1466482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1466480.000000 Penalty: 4822.570312
	Iteration 54Q: 3 clusters Score -1466480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1466480.750000 Penalty: 4822.570312
	Iteration 55Q: 3 clusters Score -1466481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1466479.250000 Penalty: 4822.570312
	Iteration 56Q: 3 clusters Score -1466479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1466479.250000 Penalty: 4822.570312
	Iteration 57F: 3 clusters Score -1466479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -1403812.250000 Penalty: 2391.552246
	Iteration 0F: 2 clusters Score -1403812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1392669.125000 Penalty: 4783.104492
	Iteration 0F: 3 clusters Score -1392669 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1396199.125000 Penalty: 4783.104492
	Iteration 1F: 3 clusters Score -1396199 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1396515.250000 Penalty: 4783.104492
	Iteration 2F: 3 clusters Score -1396515 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1396727.875000 Penalty: 4783.104492
	Iteration 3Q: 3 clusters Score -1396728 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1396880.375000 Penalty: 4783.104492
	Iteration 4Q: 3 clusters Score -1396880 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1397022.875000 Penalty: 4783.104492
	Iteration 5Q: 3 clusters Score -1397023 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1397172.750000 Penalty: 4783.104492
	Iteration 6Q: 3 clusters Score -1397173 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1397336.625000 Penalty: 4783.104492
	Iteration 7Q: 3 clusters Score -1397337 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1397523.625000 Penalty: 4783.104492
	Iteration 8Q: 3 clusters Score -1397524 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1397757.125000 Penalty: 4783.104492
	Iteration 9Q: 3 clusters Score -1397757 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1398084.875000 Penalty: 4783.104492
	Iteration 10Q: 3 clusters Score -1398085 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1398490.375000 Penalty: 4783.104492
	Iteration 11Q: 3 clusters Score -1398490 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1398984.625000 Penalty: 4783.104492
	Iteration 12Q: 3 clusters Score -1398985 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1399556.500000 Penalty: 4783.104492
	Iteration 13Q: 3 clusters Score -1399556 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1400105.500000 Penalty: 4783.104492
	Iteration 14Q: 3 clusters Score -1400106 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1400600.375000 Penalty: 4783.104492
	Iteration 15Q: 3 clusters Score -1400600 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1400972.875000 Penalty: 4783.104492
	Iteration 16Q: 3 clusters Score -1400973 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1401227.250000 Penalty: 4783.104492
	Iteration 17Q: 3 clusters Score -1401227 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1401403.750000 Penalty: 4783.104492
	Iteration 18Q: 3 clusters Score -1401404 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1401528.000000 Penalty: 4783.104492
	Iteration 19Q: 3 clusters Score -1401528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1401605.625000 Penalty: 4783.104492
	Iteration 20F: 3 clusters Score -1401606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1401650.875000 Penalty: 4783.104492
	Iteration 21Q: 3 clusters Score -1401651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1401680.375000 Penalty: 4783.104492
	Iteration 22Q: 3 clusters Score -1401680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1401696.000000 Penalty: 4783.104492
	Iteration 23Q: 3 clusters Score -1401696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1401714.250000 Penalty: 4783.104492
	Iteration 24Q: 3 clusters Score -1401714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1401729.875000 Penalty: 4783.104492
	Iteration 25Q: 3 clusters Score -1401730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1401745.125000 Penalty: 4783.104492
	Iteration 26Q: 3 clusters Score -1401745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1401755.125000 Penalty: 4783.104492
	Iteration 27Q: 3 clusters Score -1401755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1401756.625000 Penalty: 4783.104492
	Iteration 28Q: 3 clusters Score -1401757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1401757.750000 Penalty: 4783.104492
	Iteration 29Q: 3 clusters Score -1401758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1401759.000000 Penalty: 4783.104492
	Iteration 30Q: 3 clusters Score -1401759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1401759.000000 Penalty: 4783.104492
	Iteration 31F: 3 clusters Score -1401759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -72466.632812 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -72466.63 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 435 members 
Entering Unmasked Estep 
Score: -70701.734375 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -70701.73 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71064.601562 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -71064.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71374.625000 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -71374.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -71641.703125 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -71641.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71970.757812 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -71970.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -72163.328125 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -72163.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -72248.429688 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -72248.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72269.640625 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -72269.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72273.796875 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -72273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72279.218750 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -72279.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72280.226562 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -72280.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72280.226562 Penalty: 3376.735596
	Iteration 11F: 3 clusters Score -72280.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -954346.812500 Penalty: 2310.291260
	Iteration 0F: 2 clusters Score -954346.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -946030.812500 Penalty: 4620.582520
	Iteration 0F: 3 clusters Score -946030.8 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -948386.312500 Penalty: 4620.582520
	Iteration 1F: 3 clusters Score -948386.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -948789.875000 Penalty: 4620.582520
	Iteration 2F: 3 clusters Score -948789.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -949103.375000 Penalty: 4620.582520
	Iteration 3F: 3 clusters Score -949103.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -949355.250000 Penalty: 4620.582520
	Iteration 4Q: 3 clusters Score -949355.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -949597.437500 Penalty: 4620.582520
	Iteration 5Q: 3 clusters Score -949597.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -949837.750000 Penalty: 4620.582520
	Iteration 6Q: 3 clusters Score -949837.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -950092.187500 Penalty: 4620.582520
	Iteration 7Q: 3 clusters Score -950092.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -950322.125000 Penalty: 4620.582520
	Iteration 8Q: 3 clusters Score -950322.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -950536.500000 Penalty: 4620.582520
	Iteration 9Q: 3 clusters Score -950536.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -950784.562500 Penalty: 4620.582520
	Iteration 10Q: 3 clusters Score -950784.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -951045.125000 Penalty: 4620.582520
	Iteration 11Q: 3 clusters Score -951045.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -951353.125000 Penalty: 4620.582520
	Iteration 12Q: 3 clusters Score -951353.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -951669.812500 Penalty: 4620.582520
	Iteration 13Q: 3 clusters Score -951669.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -951971.625000 Penalty: 4620.582520
	Iteration 14Q: 3 clusters Score -951971.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -952173.312500 Penalty: 4620.582520
	Iteration 15Q: 3 clusters Score -952173.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -952320.562500 Penalty: 4620.582520
	Iteration 16Q: 3 clusters Score -952320.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -952441.125000 Penalty: 4620.582520
	Iteration 17Q: 3 clusters Score -952441.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -952526.625000 Penalty: 4620.582520
	Iteration 18Q: 3 clusters Score -952526.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -952597.500000 Penalty: 4620.582520
	Iteration 19Q: 3 clusters Score -952597.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -952667.375000 Penalty: 4620.582520
	Iteration 20F: 3 clusters Score -952667.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -952723.750000 Penalty: 4620.582520
	Iteration 21Q: 3 clusters Score -952723.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -952775.812500 Penalty: 4620.582520
	Iteration 22Q: 3 clusters Score -952775.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -952821.437500 Penalty: 4620.582520
	Iteration 23Q: 3 clusters Score -952821.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -952856.500000 Penalty: 4620.582520
	Iteration 24Q: 3 clusters Score -952856.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -952881.187500 Penalty: 4620.582520
	Iteration 25Q: 3 clusters Score -952881.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -952904.062500 Penalty: 4620.582520
	Iteration 26Q: 3 clusters Score -952904.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -952925.312500 Penalty: 4620.582520
	Iteration 27Q: 3 clusters Score -952925.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -952941.937500 Penalty: 4620.582520
	Iteration 28Q: 3 clusters Score -952941.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -952946.937500 Penalty: 4620.582520
	Iteration 29Q: 3 clusters Score -952946.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -952953.875000 Penalty: 4620.582520
	Iteration 30Q: 3 clusters Score -952953.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -952959.750000 Penalty: 4620.582520
	Iteration 31Q: 3 clusters Score -952959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -952966.937500 Penalty: 4620.582520
	Iteration 32Q: 3 clusters Score -952966.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -952971.500000 Penalty: 4620.582520
	Iteration 33Q: 3 clusters Score -952971.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -952975.687500 Penalty: 4620.582520
	Iteration 34Q: 3 clusters Score -952975.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -952976.125000 Penalty: 4620.582520
	Iteration 35Q: 3 clusters Score -952976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -952980.437500 Penalty: 4620.582520
	Iteration 36Q: 3 clusters Score -952980.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -952980.750000 Penalty: 4620.582520
	Iteration 37Q: 3 clusters Score -952980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -952980.500000 Penalty: 4620.582520
	Iteration 38Q: 3 clusters Score -952980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -952982.125000 Penalty: 4620.582520
	Iteration 39Q: 3 clusters Score -952982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -952983.187500 Penalty: 4620.582520
	Iteration 40F: 3 clusters Score -952983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Entering Unmasked Estep 
Score: -1781272.625000 Penalty: 2485.010498
	Iteration 0F: 2 clusters Score -1781273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1765520.125000 Penalty: 4970.020996
	Iteration 0F: 3 clusters Score -1765520 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1771734.125000 Penalty: 4970.020996
	Iteration 1F: 3 clusters Score -1771734 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1772914.375000 Penalty: 4970.020996
	Iteration 2F: 3 clusters Score -1772914 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1774143.625000 Penalty: 4970.020996
	Iteration 3F: 3 clusters Score -1774144 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1775255.250000 Penalty: 4970.020996
	Iteration 4F: 3 clusters Score -1775255 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1776031.125000 Penalty: 4970.020996
	Iteration 5F: 3 clusters Score -1776031 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1776527.000000 Penalty: 4970.020996
	Iteration 6Q: 3 clusters Score -1776527 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1776789.250000 Penalty: 4970.020996
	Iteration 7Q: 3 clusters Score -1776789 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1776962.000000 Penalty: 4970.020996
	Iteration 8Q: 3 clusters Score -1776962 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1777092.250000 Penalty: 4970.020996
	Iteration 9Q: 3 clusters Score -1777092 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1777194.000000 Penalty: 4970.020996
	Iteration 10Q: 3 clusters Score -1777194 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1777278.750000 Penalty: 4970.020996
	Iteration 11Q: 3 clusters Score -1777279 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1777333.375000 Penalty: 4970.020996
	Iteration 12Q: 3 clusters Score -1777333 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1777385.500000 Penalty: 4970.020996
	Iteration 13Q: 3 clusters Score -1777386 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1777436.500000 Penalty: 4970.020996
	Iteration 14Q: 3 clusters Score -1777436 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1777478.875000 Penalty: 4970.020996
	Iteration 15Q: 3 clusters Score -1777479 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1777522.500000 Penalty: 4970.020996
	Iteration 16Q: 3 clusters Score -1777522 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1777563.625000 Penalty: 4970.020996
	Iteration 17Q: 3 clusters Score -1777564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1777599.375000 Penalty: 4970.020996
	Iteration 18Q: 3 clusters Score -1777599 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1777647.750000 Penalty: 4970.020996
	Iteration 19Q: 3 clusters Score -1777648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1777697.625000 Penalty: 4970.020996
	Iteration 20F: 3 clusters Score -1777698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1777753.375000 Penalty: 4970.020996
	Iteration 21Q: 3 clusters Score -1777753 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1777793.625000 Penalty: 4970.020996
	Iteration 22Q: 3 clusters Score -1777794 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1777833.500000 Penalty: 4970.020996
	Iteration 23Q: 3 clusters Score -1777834 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1777883.625000 Penalty: 4970.020996
	Iteration 24Q: 3 clusters Score -1777884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1777932.875000 Penalty: 4970.020996
	Iteration 25Q: 3 clusters Score -1777933 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1777975.375000 Penalty: 4970.020996
	Iteration 26Q: 3 clusters Score -1777975 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1778012.750000 Penalty: 4970.020996
	Iteration 27Q: 3 clusters Score -1778013 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1778039.375000 Penalty: 4970.020996
	Iteration 28Q: 3 clusters Score -1778039 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1778069.750000 Penalty: 4970.020996
	Iteration 29Q: 3 clusters Score -1778070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1778126.875000 Penalty: 4970.020996
	Iteration 30Q: 3 clusters Score -1778127 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1778171.000000 Penalty: 4970.020996
	Iteration 31Q: 3 clusters Score -1778171 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1778228.375000 Penalty: 4970.020996
	Iteration 32Q: 3 clusters Score -1778228 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1778295.625000 Penalty: 4970.020996
	Iteration 33Q: 3 clusters Score -1778296 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -1778359.250000 Penalty: 4970.020996
	Iteration 34Q: 3 clusters Score -1778359 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -1778432.625000 Penalty: 4970.020996
	Iteration 35Q: 3 clusters Score -1778433 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1778502.875000 Penalty: 4970.020996
	Iteration 36Q: 3 clusters Score -1778503 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -1778592.625000 Penalty: 4970.020996
	Iteration 37Q: 3 clusters Score -1778593 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -1778701.625000 Penalty: 4970.020996
	Iteration 38Q: 3 clusters Score -1778702 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -1778810.750000 Penalty: 4970.020996
	Iteration 39Q: 3 clusters Score -1778811 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1778919.375000 Penalty: 4970.020996
	Iteration 40F: 3 clusters Score -1778919 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1779033.250000 Penalty: 4970.020996
	Iteration 41Q: 3 clusters Score -1779033 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1779142.125000 Penalty: 4970.020996
	Iteration 42Q: 3 clusters Score -1779142 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -1779217.250000 Penalty: 4970.020996
	Iteration 43Q: 3 clusters Score -1779217 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1779280.125000 Penalty: 4970.020996
	Iteration 44Q: 3 clusters Score -1779280 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1779333.375000 Penalty: 4970.020996
	Iteration 45Q: 3 clusters Score -1779333 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1779401.375000 Penalty: 4970.020996
	Iteration 46Q: 3 clusters Score -1779401 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1779462.375000 Penalty: 4970.020996
	Iteration 47Q: 3 clusters Score -1779462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -1779529.375000 Penalty: 4970.020996
	Iteration 48Q: 3 clusters Score -1779529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -1779600.375000 Penalty: 4970.020996
	Iteration 49Q: 3 clusters Score -1779600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -1779683.875000 Penalty: 4970.020996
	Iteration 50Q: 3 clusters Score -1779684 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1779743.750000 Penalty: 4970.020996
	Iteration 51Q: 3 clusters Score -1779744 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1779801.500000 Penalty: 4970.020996
	Iteration 52Q: 3 clusters Score -1779802 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -1779841.000000 Penalty: 4970.020996
	Iteration 53Q: 3 clusters Score -1779841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -1779870.375000 Penalty: 4970.020996
	Iteration 54Q: 3 clusters Score -1779870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -1779890.875000 Penalty: 4970.020996
	Iteration 55Q: 3 clusters Score -1779891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -1779911.500000 Penalty: 4970.020996
	Iteration 56Q: 3 clusters Score -1779912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1779927.125000 Penalty: 4970.020996
	Iteration 57Q: 3 clusters Score -1779927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1779936.375000 Penalty: 4970.020996
	Iteration 58Q: 3 clusters Score -1779936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -1779959.625000 Penalty: 4970.020996
	Iteration 59Q: 3 clusters Score -1779960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1779986.875000 Penalty: 4970.020996
	Iteration 60F: 3 clusters Score -1779987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1780006.500000 Penalty: 4970.020996
	Iteration 61Q: 3 clusters Score -1780006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1780024.250000 Penalty: 4970.020996
	Iteration 62Q: 3 clusters Score -1780024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1780049.500000 Penalty: 4970.020996
	Iteration 63Q: 3 clusters Score -1780050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1780079.875000 Penalty: 4970.020996
	Iteration 64Q: 3 clusters Score -1780080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -1780100.625000 Penalty: 4970.020996
	Iteration 65Q: 3 clusters Score -1780101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1780119.125000 Penalty: 4970.020996
	Iteration 66Q: 3 clusters Score -1780119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1780123.500000 Penalty: 4970.020996
	Iteration 67Q: 3 clusters Score -1780124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1780135.625000 Penalty: 4970.020996
	Iteration 68Q: 3 clusters Score -1780136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -1780145.875000 Penalty: 4970.020996
	Iteration 69Q: 3 clusters Score -1780146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -1780155.500000 Penalty: 4970.020996
	Iteration 70Q: 3 clusters Score -1780156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1780165.625000 Penalty: 4970.020996
	Iteration 71Q: 3 clusters Score -1780166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -1780172.375000 Penalty: 4970.020996
	Iteration 72Q: 3 clusters Score -1780172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -1780179.875000 Penalty: 4970.020996
	Iteration 73Q: 3 clusters Score -1780180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -1780183.750000 Penalty: 4970.020996
	Iteration 74Q: 3 clusters Score -1780184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1780184.500000 Penalty: 4970.020996
	Iteration 75Q: 3 clusters Score -1780184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -1780189.000000 Penalty: 4970.020996
	Iteration 76Q: 3 clusters Score -1780189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1780194.875000 Penalty: 4970.020996
	Iteration 77Q: 3 clusters Score -1780195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1780200.750000 Penalty: 4970.020996
	Iteration 78Q: 3 clusters Score -1780201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1780203.375000 Penalty: 4970.020996
	Iteration 79Q: 3 clusters Score -1780203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1780206.375000 Penalty: 4970.020996
	Iteration 80F: 3 clusters Score -1780206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1780206.500000 Penalty: 4970.020996
	Iteration 81Q: 3 clusters Score -1780206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -1780204.500000 Penalty: 4970.020996
	Iteration 82Q: 3 clusters Score -1780204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1780205.250000 Penalty: 4970.020996
	Iteration 83Q: 3 clusters Score -1780205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -1780209.125000 Penalty: 4970.020996
	Iteration 84Q: 3 clusters Score -1780209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1780211.000000 Penalty: 4970.020996
	Iteration 85Q: 3 clusters Score -1780211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1780209.625000 Penalty: 4970.020996
	Iteration 86Q: 3 clusters Score -1780210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1780207.375000 Penalty: 4970.020996
	Iteration 87Q: 3 clusters Score -1780207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1780206.875000 Penalty: 4970.020996
	Iteration 88Q: 3 clusters Score -1780207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1780209.875000 Penalty: 4970.020996
	Iteration 89Q: 3 clusters Score -1780210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1780211.375000 Penalty: 4970.020996
	Iteration 90Q: 3 clusters Score -1780211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1780213.125000 Penalty: 4970.020996
	Iteration 91Q: 3 clusters Score -1780213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1780212.500000 Penalty: 4970.020996
	Iteration 92Q: 3 clusters Score -1780212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1780212.500000 Penalty: 4970.020996
	Iteration 93F: 3 clusters Score -1780212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Entering Unmasked Estep 
Score: -8983326.000000 Penalty: 2860.949219
	Iteration 0F: 2 clusters Score -8983326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -8914641.000000 Penalty: 5721.898438
	Iteration 0F: 3 clusters Score -8914641 nChanged 48548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -8942530.000000 Penalty: 5721.898438
	Iteration 1F: 3 clusters Score -8942530 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -8943146.000000 Penalty: 5721.898438
	Iteration 2Q: 3 clusters Score -8943146 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -8943727.000000 Penalty: 5721.898438
	Iteration 3Q: 3 clusters Score -8943727 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -8944300.000000 Penalty: 5721.898438
	Iteration 4Q: 3 clusters Score -8944300 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -8945029.000000 Penalty: 5721.898438
	Iteration 5Q: 3 clusters Score -8945029 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -8946002.000000 Penalty: 5721.898438
	Iteration 6Q: 3 clusters Score -8946002 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8947316.000000 Penalty: 5721.898438
	Iteration 7Q: 3 clusters Score -8947316 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -8949483.000000 Penalty: 5721.898438
	Iteration 8Q: 3 clusters Score -8949483 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -8953097.000000 Penalty: 5721.898438
	Iteration 9F: 3 clusters Score -8953097 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -8958328.000000 Penalty: 5721.898438
	Iteration 10F: 3 clusters Score -8958328 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -8964814.000000 Penalty: 5721.898438
	Iteration 11F: 3 clusters Score -8964814 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -8971002.000000 Penalty: 5721.898438
	Iteration 12F: 3 clusters Score -8971002 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -8975477.000000 Penalty: 5721.898438
	Iteration 13F: 3 clusters Score -8975477 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8978020.000000 Penalty: 5721.898438
	Iteration 14Q: 3 clusters Score -8978020 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8979445.000000 Penalty: 5721.898438
	Iteration 15Q: 3 clusters Score -8979445 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8980111.000000 Penalty: 5721.898438
	Iteration 16Q: 3 clusters Score -8980111 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101312 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8980481.000000 Penalty: 5721.898438
	Iteration 17Q: 3 clusters Score -8980481 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8980671.000000 Penalty: 5721.898438
	Iteration 18Q: 3 clusters Score -8980671 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8980764.000000 Penalty: 5721.898438
	Iteration 19Q: 3 clusters Score -8980764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101672 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8980820.000000 Penalty: 5721.898438
	Iteration 20F: 3 clusters Score -8980820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101705 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8980849.000000 Penalty: 5721.898438
	Iteration 21Q: 3 clusters Score -8980849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8980888.000000 Penalty: 5721.898438
	Iteration 22Q: 3 clusters Score -8980888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8980916.000000 Penalty: 5721.898438
	Iteration 23Q: 3 clusters Score -8980916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8980963.000000 Penalty: 5721.898438
	Iteration 24Q: 3 clusters Score -8980963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8980974.000000 Penalty: 5721.898438
	Iteration 25Q: 3 clusters Score -8980974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8980984.000000 Penalty: 5721.898438
	Iteration 26Q: 3 clusters Score -8980984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8980988.000000 Penalty: 5721.898438
	Iteration 27Q: 3 clusters Score -8980988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8981012.000000 Penalty: 5721.898438
	Iteration 28Q: 3 clusters Score -8981012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8981023.000000 Penalty: 5721.898438
	Iteration 29Q: 3 clusters Score -8981023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101813 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8981027.000000 Penalty: 5721.898438
	Iteration 30Q: 3 clusters Score -8981027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8981033.000000 Penalty: 5721.898438
	Iteration 31Q: 3 clusters Score -8981033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8981034.000000 Penalty: 5721.898438
	Iteration 32Q: 3 clusters Score -8981034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8981059.000000 Penalty: 5721.898438
	Iteration 33Q: 3 clusters Score -8981059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8981055.000000 Penalty: 5721.898438
	Iteration 34Q: 3 clusters Score -8981055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101830 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8981059.000000 Penalty: 5721.898438
	Iteration 35Q: 3 clusters Score -8981059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8981057.000000 Penalty: 5721.898438
	Iteration 36Q: 3 clusters Score -8981057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101830 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8981066.000000 Penalty: 5721.898438
	Iteration 37Q: 3 clusters Score -8981066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8981066.000000 Penalty: 5721.898438
	Iteration 38Q: 3 clusters Score -8981066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8981066.000000 Penalty: 5721.898438
	Iteration 39F: 3 clusters Score -8981066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -290886.843750 Penalty: 2075.608398
	Iteration 0F: 2 clusters Score -290886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -286911.125000 Penalty: 4151.216797
	Iteration 0F: 3 clusters Score -286911.1 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -288229.937500 Penalty: 4151.216797
	Iteration 1F: 3 clusters Score -288229.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -288763.906250 Penalty: 4151.216797
	Iteration 2F: 3 clusters Score -288763.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -289139.375000 Penalty: 4151.216797
	Iteration 3F: 3 clusters Score -289139.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -289382.406250 Penalty: 4151.216797
	Iteration 4F: 3 clusters Score -289382.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -289528.687500 Penalty: 4151.216797
	Iteration 5Q: 3 clusters Score -289528.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -289624.562500 Penalty: 4151.216797
	Iteration 6Q: 3 clusters Score -289624.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -289705.468750 Penalty: 4151.216797
	Iteration 7Q: 3 clusters Score -289705.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -289788.781250 Penalty: 4151.216797
	Iteration 8Q: 3 clusters Score -289788.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -289841.312500 Penalty: 4151.216797
	Iteration 9Q: 3 clusters Score -289841.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -289880.687500 Penalty: 4151.216797
	Iteration 10Q: 3 clusters Score -289880.7 nChanged 61
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: -289921.031250 Penalty: 4151.216797
	Iteration 11Q: 3 clusters Score -289921 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -289954.781250 Penalty: 4151.216797
	Iteration 12Q: 3 clusters Score -289954.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -289983.406250 Penalty: 4151.216797
	Iteration 13Q: 3 clusters Score -289983.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -290007.593750 Penalty: 4151.216797
	Iteration 14Q: 3 clusters Score -290007.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -290030.593750 Penalty: 4151.216797
	Iteration 15Q: 3 clusters Score -290030.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -290052.312500 Penalty: 4151.216797
	Iteration 16Q: 3 clusters Score -290052.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -290073.625000 Penalty: 4151.216797
	Iteration 17Q: 3 clusters Score -290073.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -290086.906250 Penalty: 4151.216797
	Iteration 18Q: 3 clusters Score -290086.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -290098.437500 Penalty: 4151.216797
	Iteration 19Q: 3 clusters Score -290098.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -290108.718750 Penalty: 4151.216797
	Iteration 20F: 3 clusters Score -290108.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -290119.312500 Penalty: 4151.216797
	Iteration 21Q: 3 clusters Score -290119.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -290124.125000 Penalty: 4151.216797
	Iteration 22Q: 3 clusters Score -290124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -290127.531250 Penalty: 4151.216797
	Iteration 23Q: 3 clusters Score -290127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -290131.937500 Penalty: 4151.216797
	Iteration 24Q: 3 clusters Score -290131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -290134.593750 Penalty: 4151.216797
	Iteration 25Q: 3 clusters Score -290134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -290136.125000 Penalty: 4151.216797
	Iteration 26Q: 3 clusters Score -290136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -290137.718750 Penalty: 4151.216797
	Iteration 27Q: 3 clusters Score -290137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -290139.625000 Penalty: 4151.216797
	Iteration 28Q: 3 clusters Score -290139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -290141.000000 Penalty: 4151.216797
	Iteration 29Q: 3 clusters Score -290141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -290142.343750 Penalty: 4151.216797
	Iteration 30Q: 3 clusters Score -290142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -290144.281250 Penalty: 4151.216797
	Iteration 31Q: 3 clusters Score -290144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -290146.000000 Penalty: 4151.216797
	Iteration 32Q: 3 clusters Score -290146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -290146.531250 Penalty: 4151.216797
	Iteration 33Q: 3 clusters Score -290146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -290148.093750 Penalty: 4151.216797
	Iteration 34Q: 3 clusters Score -290148.1 nChanged 5
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: -290149.531250 Penalty: 4151.216797
	Iteration 35Q: 3 clusters Score -290149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -290150.906250 Penalty: 4151.216797
	Iteration 36Q: 3 clusters Score -290150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -290152.906250 Penalty: 4151.216797
	Iteration 37Q: 3 clusters Score -290152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -290154.375000 Penalty: 4151.216797
	Iteration 38Q: 3 clusters Score -290154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -290157.187500 Penalty: 4151.216797
	Iteration 39Q: 3 clusters Score -290157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -290159.031250 Penalty: 4151.216797
	Iteration 40F: 3 clusters Score -290159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -290161.500000 Penalty: 4151.216797
	Iteration 41Q: 3 clusters Score -290161.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -290162.218750 Penalty: 4151.216797
	Iteration 42Q: 3 clusters Score -290162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -290165.218750 Penalty: 4151.216797
	Iteration 43Q: 3 clusters Score -290165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -290167.312500 Penalty: 4151.216797
	Iteration 44Q: 3 clusters Score -290167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -290170.031250 Penalty: 4151.216797
	Iteration 45Q: 3 clusters Score -290170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -290174.875000 Penalty: 4151.216797
	Iteration 46Q: 3 clusters Score -290174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -290177.593750 Penalty: 4151.216797
	Iteration 47Q: 3 clusters Score -290177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -290182.906250 Penalty: 4151.216797
	Iteration 48Q: 3 clusters Score -290182.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -290186.437500 Penalty: 4151.216797
	Iteration 49Q: 3 clusters Score -290186.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -290187.968750 Penalty: 4151.216797
	Iteration 50Q: 3 clusters Score -290188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -290190.500000 Penalty: 4151.216797
	Iteration 51Q: 3 clusters Score -290190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -290194.218750 Penalty: 4151.216797
	Iteration 52Q: 3 clusters Score -290194.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -290197.968750 Penalty: 4151.216797
	Iteration 53Q: 3 clusters Score -290198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -290201.125000 Penalty: 4151.216797
	Iteration 54Q: 3 clusters Score -290201.1 nChanged 7
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: -290204.500000 Penalty: 4151.216797
	Iteration 55Q: 3 clusters Score -290204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -290205.593750 Penalty: 4151.216797
	Iteration 56Q: 3 clusters Score -290205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -290206.750000 Penalty: 4151.216797
	Iteration 57Q: 3 clusters Score -290206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -290207.156250 Penalty: 4151.216797
	Iteration 58Q: 3 clusters Score -290207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -290208.406250 Penalty: 4151.216797
	Iteration 59Q: 3 clusters Score -290208.4 nChanged 1
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: -290208.500000 Penalty: 4151.216797
	Iteration 60F: 3 clusters Score -290208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -290208.468750 Penalty: 4151.216797
	Iteration 61Q: 3 clusters Score -290208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -290208.468750 Penalty: 4151.216797
	Iteration 62F: 3 clusters Score -290208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Entering Unmasked Estep 
Score: -1743818.750000 Penalty: 2468.483643
	Iteration 0F: 2 clusters Score -1743819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1729010.750000 Penalty: 4936.967285
	Iteration 0F: 3 clusters Score -1729011 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1733890.125000 Penalty: 4936.967285
	Iteration 1F: 3 clusters Score -1733890 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1734320.625000 Penalty: 4936.967285
	Iteration 2F: 3 clusters Score -1734321 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1734750.250000 Penalty: 4936.967285
	Iteration 3Q: 3 clusters Score -1734750 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1735236.875000 Penalty: 4936.967285
	Iteration 4Q: 3 clusters Score -1735237 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1735721.375000 Penalty: 4936.967285
	Iteration 5Q: 3 clusters Score -1735721 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1736276.625000 Penalty: 4936.967285
	Iteration 6Q: 3 clusters Score -1736277 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1736962.750000 Penalty: 4936.967285
	Iteration 7F: 3 clusters Score -1736963 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1737774.875000 Penalty: 4936.967285
	Iteration 8F: 3 clusters Score -1737775 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1738571.375000 Penalty: 4936.967285
	Iteration 9F: 3 clusters Score -1738571 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1739348.125000 Penalty: 4936.967285
	Iteration 10Q: 3 clusters Score -1739348 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1740039.750000 Penalty: 4936.967285
	Iteration 11Q: 3 clusters Score -1740040 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1740608.750000 Penalty: 4936.967285
	Iteration 12Q: 3 clusters Score -1740609 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1741012.750000 Penalty: 4936.967285
	Iteration 13Q: 3 clusters Score -1741013 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1741291.750000 Penalty: 4936.967285
	Iteration 14Q: 3 clusters Score -1741292 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1741445.250000 Penalty: 4936.967285
	Iteration 15Q: 3 clusters Score -1741445 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1741540.750000 Penalty: 4936.967285
	Iteration 16Q: 3 clusters Score -1741541 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1741620.125000 Penalty: 4936.967285
	Iteration 17Q: 3 clusters Score -1741620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1741674.875000 Penalty: 4936.967285
	Iteration 18Q: 3 clusters Score -1741675 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1741721.875000 Penalty: 4936.967285
	Iteration 19Q: 3 clusters Score -1741722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1741753.500000 Penalty: 4936.967285
	Iteration 20F: 3 clusters Score -1741754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1741790.125000 Penalty: 4936.967285
	Iteration 21Q: 3 clusters Score -1741790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1741809.750000 Penalty: 4936.967285
	Iteration 22Q: 3 clusters Score -1741810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1741833.000000 Penalty: 4936.967285
	Iteration 23Q: 3 clusters Score -1741833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -1741851.000000 Penalty: 4936.967285
	Iteration 24Q: 3 clusters Score -1741851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1741875.625000 Penalty: 4936.967285
	Iteration 25Q: 3 clusters Score -1741876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1741891.250000 Penalty: 4936.967285
	Iteration 26Q: 3 clusters Score -1741891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -1741902.000000 Penalty: 4936.967285
	Iteration 27Q: 3 clusters Score -1741902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -1741920.000000 Penalty: 4936.967285
	Iteration 28Q: 3 clusters Score -1741920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1741933.250000 Penalty: 4936.967285
	Iteration 29Q: 3 clusters Score -1741933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1741943.125000 Penalty: 4936.967285
	Iteration 30Q: 3 clusters Score -1741943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1741951.125000 Penalty: 4936.967285
	Iteration 31Q: 3 clusters Score -1741951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1741956.000000 Penalty: 4936.967285
	Iteration 32Q: 3 clusters Score -1741956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1741963.750000 Penalty: 4936.967285
	Iteration 33Q: 3 clusters Score -1741964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1741960.000000 Penalty: 4936.967285
	Iteration 34Q: 3 clusters Score -1741960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1741963.125000 Penalty: 4936.967285
	Iteration 35Q: 3 clusters Score -1741963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1741969.125000 Penalty: 4936.967285
	Iteration 36Q: 3 clusters Score -1741969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1741973.250000 Penalty: 4936.967285
	Iteration 37Q: 3 clusters Score -1741973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1741978.250000 Penalty: 4936.967285
	Iteration 38Q: 3 clusters Score -1741978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -1741981.875000 Penalty: 4936.967285
	Iteration 39Q: 3 clusters Score -1741982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1741985.875000 Penalty: 4936.967285
	Iteration 40F: 3 clusters Score -1741986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1741988.875000 Penalty: 4936.967285
	Iteration 41Q: 3 clusters Score -1741989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -1741991.000000 Penalty: 4936.967285
	Iteration 42Q: 3 clusters Score -1741991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -1741995.750000 Penalty: 4936.967285
	Iteration 43Q: 3 clusters Score -1741996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1741998.000000 Penalty: 4936.967285
	Iteration 44Q: 3 clusters Score -1741998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1742002.375000 Penalty: 4936.967285
	Iteration 45Q: 3 clusters Score -1742002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1742003.375000 Penalty: 4936.967285
	Iteration 46Q: 3 clusters Score -1742003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -1742004.375000 Penalty: 4936.967285
	Iteration 47Q: 3 clusters Score -1742004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1742007.625000 Penalty: 4936.967285
	Iteration 48Q: 3 clusters Score -1742008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -1742011.250000 Penalty: 4936.967285
	Iteration 49Q: 3 clusters Score -1742011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -1742013.500000 Penalty: 4936.967285
	Iteration 50Q: 3 clusters Score -1742014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1742012.750000 Penalty: 4936.967285
	Iteration 51Q: 3 clusters Score -1742013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -1742014.500000 Penalty: 4936.967285
	Iteration 52Q: 3 clusters Score -1742014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1742012.375000 Penalty: 4936.967285
	Iteration 53Q: 3 clusters Score -1742012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1742018.750000 Penalty: 4936.967285
	Iteration 54Q: 3 clusters Score -1742019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1742020.375000 Penalty: 4936.967285
	Iteration 55Q: 3 clusters Score -1742020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -1742023.250000 Penalty: 4936.967285
	Iteration 56Q: 3 clusters Score -1742023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -1742023.500000 Penalty: 4936.967285
	Iteration 57Q: 3 clusters Score -1742024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1742027.125000 Penalty: 4936.967285
	Iteration 58Q: 3 clusters Score -1742027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -1742024.625000 Penalty: 4936.967285
	Iteration 59Q: 3 clusters Score -1742025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1742026.625000 Penalty: 4936.967285
	Iteration 60F: 3 clusters Score -1742027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1742030.250000 Penalty: 4936.967285
	Iteration 61Q: 3 clusters Score -1742030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1742030.000000 Penalty: 4936.967285
	Iteration 62Q: 3 clusters Score -1742030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1742033.000000 Penalty: 4936.967285
	Iteration 63Q: 3 clusters Score -1742033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1742033.000000 Penalty: 4936.967285
	Iteration 64F: 3 clusters Score -1742033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -678046.187500 Penalty: 2231.568604
	Iteration 0F: 2 clusters Score -678046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -671568.625000 Penalty: 4463.137207
	Iteration 0F: 3 clusters Score -671568.6 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -673494.250000 Penalty: 4463.137207
	Iteration 1F: 3 clusters Score -673494.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -673935.187500 Penalty: 4463.137207
	Iteration 2F: 3 clusters Score -673935.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -674377.500000 Penalty: 4463.137207
	Iteration 3F: 3 clusters Score -674377.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -674801.687500 Penalty: 4463.137207
	Iteration 4F: 3 clusters Score -674801.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -675231.375000 Penalty: 4463.137207
	Iteration 5F: 3 clusters Score -675231.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -675651.312500 Penalty: 4463.137207
	Iteration 6F: 3 clusters Score -675651.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -676000.312500 Penalty: 4463.137207
	Iteration 7Q: 3 clusters Score -676000.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -676252.062500 Penalty: 4463.137207
	Iteration 8Q: 3 clusters Score -676252.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -676408.500000 Penalty: 4463.137207
	Iteration 9Q: 3 clusters Score -676408.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -676492.000000 Penalty: 4463.137207
	Iteration 10Q: 3 clusters Score -676492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -676545.437500 Penalty: 4463.137207
	Iteration 11Q: 3 clusters Score -676545.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -676579.250000 Penalty: 4463.137207
	Iteration 12Q: 3 clusters Score -676579.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -676597.625000 Penalty: 4463.137207
	Iteration 13Q: 3 clusters Score -676597.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -676613.625000 Penalty: 4463.137207
	Iteration 14Q: 3 clusters Score -676613.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -676623.187500 Penalty: 4463.137207
	Iteration 15Q: 3 clusters Score -676623.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -676636.812500 Penalty: 4463.137207
	Iteration 16Q: 3 clusters Score -676636.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -676650.000000 Penalty: 4463.137207
	Iteration 17Q: 3 clusters Score -676650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -676684.125000 Penalty: 4463.137207
	Iteration 18Q: 3 clusters Score -676684.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -676728.687500 Penalty: 4463.137207
	Iteration 19Q: 3 clusters Score -676728.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -676802.062500 Penalty: 4463.137207
	Iteration 20F: 3 clusters Score -676802.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -676877.312500 Penalty: 4463.137207
	Iteration 21Q: 3 clusters Score -676877.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -676916.562500 Penalty: 4463.137207
	Iteration 22Q: 3 clusters Score -676916.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -676942.187500 Penalty: 4463.137207
	Iteration 23Q: 3 clusters Score -676942.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -676957.062500 Penalty: 4463.137207
	Iteration 24Q: 3 clusters Score -676957.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -676965.437500 Penalty: 4463.137207
	Iteration 25Q: 3 clusters Score -676965.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -676977.125000 Penalty: 4463.137207
	Iteration 26Q: 3 clusters Score -676977.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -676986.625000 Penalty: 4463.137207
	Iteration 27Q: 3 clusters Score -676986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -676989.062500 Penalty: 4463.137207
	Iteration 28Q: 3 clusters Score -676989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -676990.000000 Penalty: 4463.137207
	Iteration 29Q: 3 clusters Score -676990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -676992.750000 Penalty: 4463.137207
	Iteration 30Q: 3 clusters Score -676992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -676994.375000 Penalty: 4463.137207
	Iteration 31Q: 3 clusters Score -676994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -676994.937500 Penalty: 4463.137207
	Iteration 32Q: 3 clusters Score -676994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -676994.875000 Penalty: 4463.137207
	Iteration 33Q: 3 clusters Score -676994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -676995.062500 Penalty: 4463.137207
	Iteration 34Q: 3 clusters Score -676995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -676996.187500 Penalty: 4463.137207
	Iteration 35Q: 3 clusters Score -676996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -676995.812500 Penalty: 4463.137207
	Iteration 36Q: 3 clusters Score -676995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -676995.812500 Penalty: 4463.137207
	Iteration 37F: 3 clusters Score -676995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Entering Unmasked Estep 
Score: -566480.625000 Penalty: 2196.840332
	Iteration 0F: 2 clusters Score -566480.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -560692.562500 Penalty: 4393.680664
	Iteration 0F: 3 clusters Score -560692.6 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -562337.125000 Penalty: 4393.680664
	Iteration 1F: 3 clusters Score -562337.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -562918.500000 Penalty: 4393.680664
	Iteration 2F: 3 clusters Score -562918.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -563669.312500 Penalty: 4393.680664
	Iteration 3F: 3 clusters Score -563669.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -564513.000000 Penalty: 4393.680664
	Iteration 4F: 3 clusters Score -564513 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -565339.812500 Penalty: 4393.680664
	Iteration 5F: 3 clusters Score -565339.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -566020.812500 Penalty: 4393.680664
	Iteration 6F: 3 clusters Score -566020.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -566439.625000 Penalty: 4393.680664
	Iteration 7Q: 3 clusters Score -566439.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -566635.125000 Penalty: 4393.680664
	Iteration 8Q: 3 clusters Score -566635.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -566730.125000 Penalty: 4393.680664
	Iteration 9Q: 3 clusters Score -566730.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -566776.812500 Penalty: 4393.680664
	Iteration 10Q: 3 clusters Score -566776.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -566801.625000 Penalty: 4393.680664
	Iteration 11Q: 3 clusters Score -566801.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -566817.500000 Penalty: 4393.680664
	Iteration 12Q: 3 clusters Score -566817.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -566824.125000 Penalty: 4393.680664
	Iteration 13Q: 3 clusters Score -566824.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -566828.312500 Penalty: 4393.680664
	Iteration 14Q: 3 clusters Score -566828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -566834.875000 Penalty: 4393.680664
	Iteration 15Q: 3 clusters Score -566834.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -566841.562500 Penalty: 4393.680664
	Iteration 16Q: 3 clusters Score -566841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -566851.375000 Penalty: 4393.680664
	Iteration 17Q: 3 clusters Score -566851.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -566862.625000 Penalty: 4393.680664
	Iteration 18Q: 3 clusters Score -566862.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -566867.250000 Penalty: 4393.680664
	Iteration 19Q: 3 clusters Score -566867.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -566871.812500 Penalty: 4393.680664
	Iteration 20F: 3 clusters Score -566871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -566878.250000 Penalty: 4393.680664
	Iteration 21Q: 3 clusters Score -566878.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -566885.750000 Penalty: 4393.680664
	Iteration 22Q: 3 clusters Score -566885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -566887.875000 Penalty: 4393.680664
	Iteration 23Q: 3 clusters Score -566887.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -566893.625000 Penalty: 4393.680664
	Iteration 24Q: 3 clusters Score -566893.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -566896.750000 Penalty: 4393.680664
	Iteration 25Q: 3 clusters Score -566896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -566899.812500 Penalty: 4393.680664
	Iteration 26Q: 3 clusters Score -566899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -566904.062500 Penalty: 4393.680664
	Iteration 27Q: 3 clusters Score -566904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -566910.250000 Penalty: 4393.680664
	Iteration 28Q: 3 clusters Score -566910.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -566920.562500 Penalty: 4393.680664
	Iteration 29Q: 3 clusters Score -566920.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -566926.125000 Penalty: 4393.680664
	Iteration 30Q: 3 clusters Score -566926.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -566935.562500 Penalty: 4393.680664
	Iteration 31Q: 3 clusters Score -566935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -566942.687500 Penalty: 4393.680664
	Iteration 32Q: 3 clusters Score -566942.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -566954.250000 Penalty: 4393.680664
	Iteration 33Q: 3 clusters Score -566954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -566958.687500 Penalty: 4393.680664
	Iteration 34Q: 3 clusters Score -566958.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -566962.000000 Penalty: 4393.680664
	Iteration 35Q: 3 clusters Score -566962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -566962.500000 Penalty: 4393.680664
	Iteration 36Q: 3 clusters Score -566962.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -566962.562500 Penalty: 4393.680664
	Iteration 37Q: 3 clusters Score -566962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -566962.562500 Penalty: 4393.680664
	Iteration 38F: 3 clusters Score -566962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 27832 members 
Mstep: Class 5 contains 415773 members 
Mstep: Class 6 contains 61060 members 
Mstep: Class 7 contains 326049 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22476 members 
Mstep: Class 17 contains 102343 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 8089 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 19006 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10038 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10094 members 
Mstep: Class 30 contains 5196 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 10024 members 
Mstep: Class 34 contains 5964 members 
Mstep: Class 35 contains 6671 members 
Mstep: Class 36 contains 6729 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 51175 members 
Mstep: Class 39 contains 2716 members 
Mstep: Class 40 contains 5673 members 
Entering Unmasked Estep 
Score: -113011232.000000 Penalty: 139884.406250
Splitting cluster 21 changes total score from -113012256.000000 to -113011232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Entering Unmasked Estep 
Score: -520645.156250 Penalty: 2169.776367
	Iteration 0F: 2 clusters Score -520645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -515323.093750 Penalty: 4339.552734
	Iteration 0F: 3 clusters Score -515323.1 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -516725.937500 Penalty: 4339.552734
	Iteration 1F: 3 clusters Score -516725.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -517034.156250 Penalty: 4339.552734
	Iteration 2F: 3 clusters Score -517034.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -517248.687500 Penalty: 4339.552734
	Iteration 3F: 3 clusters Score -517248.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -517408.218750 Penalty: 4339.552734
	Iteration 4Q: 3 clusters Score -517408.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -517534.781250 Penalty: 4339.552734
	Iteration 5Q: 3 clusters Score -517534.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -517627.812500 Penalty: 4339.552734
	Iteration 6Q: 3 clusters Score -517627.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -517707.031250 Penalty: 4339.552734
	Iteration 7Q: 3 clusters Score -517707 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -517784.906250 Penalty: 4339.552734
	Iteration 8Q: 3 clusters Score -517784.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -517856.093750 Penalty: 4339.552734
	Iteration 9Q: 3 clusters Score -517856.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -517923.375000 Penalty: 4339.552734
	Iteration 10Q: 3 clusters Score -517923.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -518005.125000 Penalty: 4339.552734
	Iteration 11Q: 3 clusters Score -518005.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -518086.781250 Penalty: 4339.552734
	Iteration 12Q: 3 clusters Score -518086.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -518155.250000 Penalty: 4339.552734
	Iteration 13Q: 3 clusters Score -518155.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -518231.593750 Penalty: 4339.552734
	Iteration 14Q: 3 clusters Score -518231.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -518298.343750 Penalty: 4339.552734
	Iteration 15Q: 3 clusters Score -518298.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -518360.562500 Penalty: 4339.552734
	Iteration 16Q: 3 clusters Score -518360.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -518423.218750 Penalty: 4339.552734
	Iteration 17Q: 3 clusters Score -518423.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -518482.875000 Penalty: 4339.552734
	Iteration 18Q: 3 clusters Score -518482.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -518535.187500 Penalty: 4339.552734
	Iteration 19Q: 3 clusters Score -518535.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -518582.937500 Penalty: 4339.552734
	Iteration 20F: 3 clusters Score -518582.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -518630.562500 Penalty: 4339.552734
	Iteration 21Q: 3 clusters Score -518630.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -518682.250000 Penalty: 4339.552734
	Iteration 22Q: 3 clusters Score -518682.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -518730.781250 Penalty: 4339.552734
	Iteration 23Q: 3 clusters Score -518730.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -518769.500000 Penalty: 4339.552734
	Iteration 24Q: 3 clusters Score -518769.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -518807.875000 Penalty: 4339.552734
	Iteration 25Q: 3 clusters Score -518807.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -518843.312500 Penalty: 4339.552734
	Iteration 26Q: 3 clusters Score -518843.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -518872.750000 Penalty: 4339.552734
	Iteration 27Q: 3 clusters Score -518872.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -518893.093750 Penalty: 4339.552734
	Iteration 28Q: 3 clusters Score -518893.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -518916.750000 Penalty: 4339.552734
	Iteration 29Q: 3 clusters Score -518916.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -518944.718750 Penalty: 4339.552734
	Iteration 30Q: 3 clusters Score -518944.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -518970.781250 Penalty: 4339.552734
	Iteration 31Q: 3 clusters Score -518970.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -518992.156250 Penalty: 4339.552734
	Iteration 32Q: 3 clusters Score -518992.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -519017.218750 Penalty: 4339.552734
	Iteration 33Q: 3 clusters Score -519017.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -519048.937500 Penalty: 4339.552734
	Iteration 34Q: 3 clusters Score -519048.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -519066.937500 Penalty: 4339.552734
	Iteration 35Q: 3 clusters Score -519066.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -519080.468750 Penalty: 4339.552734
	Iteration 36Q: 3 clusters Score -519080.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -519090.625000 Penalty: 4339.552734
	Iteration 37Q: 3 clusters Score -519090.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -519104.312500 Penalty: 4339.552734
	Iteration 38Q: 3 clusters Score -519104.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -519117.500000 Penalty: 4339.552734
	Iteration 39Q: 3 clusters Score -519117.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -519134.531250 Penalty: 4339.552734
	Iteration 40F: 3 clusters Score -519134.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -519164.156250 Penalty: 4339.552734
	Iteration 41Q: 3 clusters Score -519164.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -519204.468750 Penalty: 4339.552734
	Iteration 42Q: 3 clusters Score -519204.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -519253.125000 Penalty: 4339.552734
	Iteration 43Q: 3 clusters Score -519253.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -519302.875000 Penalty: 4339.552734
	Iteration 44Q: 3 clusters Score -519302.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -519342.718750 Penalty: 4339.552734
	Iteration 45Q: 3 clusters Score -519342.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -519381.500000 Penalty: 4339.552734
	Iteration 46Q: 3 clusters Score -519381.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -519408.843750 Penalty: 4339.552734
	Iteration 47Q: 3 clusters Score -519408.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -519434.625000 Penalty: 4339.552734
	Iteration 48Q: 3 clusters Score -519434.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -519444.656250 Penalty: 4339.552734
	Iteration 49Q: 3 clusters Score -519444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -519451.000000 Penalty: 4339.552734
	Iteration 50Q: 3 clusters Score -519451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -519455.468750 Penalty: 4339.552734
	Iteration 51Q: 3 clusters Score -519455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -519455.468750 Penalty: 4339.552734
	Iteration 52F: 3 clusters Score -519455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Entering Unmasked Estep 
Score: -1646796.750000 Penalty: 2443.422607
	Iteration 0F: 2 clusters Score -1646797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1633314.500000 Penalty: 4886.845215
	Iteration 0F: 3 clusters Score -1633314 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1637774.875000 Penalty: 4886.845215
	Iteration 1F: 3 clusters Score -1637775 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1638212.125000 Penalty: 4886.845215
	Iteration 2F: 3 clusters Score -1638212 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1638568.375000 Penalty: 4886.845215
	Iteration 3Q: 3 clusters Score -1638568 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1638903.125000 Penalty: 4886.845215
	Iteration 4Q: 3 clusters Score -1638903 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1639303.125000 Penalty: 4886.845215
	Iteration 5Q: 3 clusters Score -1639303 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1639732.125000 Penalty: 4886.845215
	Iteration 6Q: 3 clusters Score -1639732 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1640249.750000 Penalty: 4886.845215
	Iteration 7Q: 3 clusters Score -1640250 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1640842.000000 Penalty: 4886.845215
	Iteration 8Q: 3 clusters Score -1640842 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1641498.375000 Penalty: 4886.845215
	Iteration 9F: 3 clusters Score -1641498 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1642203.625000 Penalty: 4886.845215
	Iteration 10F: 3 clusters Score -1642204 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1642832.875000 Penalty: 4886.845215
	Iteration 11Q: 3 clusters Score -1642833 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1643351.000000 Penalty: 4886.845215
	Iteration 12Q: 3 clusters Score -1643351 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1643805.875000 Penalty: 4886.845215
	Iteration 13Q: 3 clusters Score -1643806 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1644191.250000 Penalty: 4886.845215
	Iteration 14Q: 3 clusters Score -1644191 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1644511.750000 Penalty: 4886.845215
	Iteration 15Q: 3 clusters Score -1644512 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1644742.875000 Penalty: 4886.845215
	Iteration 16Q: 3 clusters Score -1644743 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1644901.375000 Penalty: 4886.845215
	Iteration 17Q: 3 clusters Score -1644901 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1644986.000000 Penalty: 4886.845215
	Iteration 18Q: 3 clusters Score -1644986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1645045.125000 Penalty: 4886.845215
	Iteration 19Q: 3 clusters Score -1645045 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1645072.750000 Penalty: 4886.845215
	Iteration 20F: 3 clusters Score -1645073 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1645091.625000 Penalty: 4886.845215
	Iteration 21Q: 3 clusters Score -1645092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1645110.875000 Penalty: 4886.845215
	Iteration 22Q: 3 clusters Score -1645111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1645125.500000 Penalty: 4886.845215
	Iteration 23Q: 3 clusters Score -1645126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1645137.000000 Penalty: 4886.845215
	Iteration 24Q: 3 clusters Score -1645137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1645148.750000 Penalty: 4886.845215
	Iteration 25Q: 3 clusters Score -1645149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1645156.125000 Penalty: 4886.845215
	Iteration 26Q: 3 clusters Score -1645156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1645160.750000 Penalty: 4886.845215
	Iteration 27Q: 3 clusters Score -1645161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1645161.750000 Penalty: 4886.845215
	Iteration 28Q: 3 clusters Score -1645162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1645159.875000 Penalty: 4886.845215
	Iteration 29Q: 3 clusters Score -1645160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1645164.875000 Penalty: 4886.845215
	Iteration 30Q: 3 clusters Score -1645165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1645168.625000 Penalty: 4886.845215
	Iteration 31Q: 3 clusters Score -1645169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -1645170.500000 Penalty: 4886.845215
	Iteration 32Q: 3 clusters Score -1645170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1645172.750000 Penalty: 4886.845215
	Iteration 33Q: 3 clusters Score -1645173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1645173.000000 Penalty: 4886.845215
	Iteration 34Q: 3 clusters Score -1645173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1645173.375000 Penalty: 4886.845215
	Iteration 35Q: 3 clusters Score -1645173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1645176.500000 Penalty: 4886.845215
	Iteration 36Q: 3 clusters Score -1645176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1645174.750000 Penalty: 4886.845215
	Iteration 37Q: 3 clusters Score -1645175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1645174.750000 Penalty: 4886.845215
	Iteration 38F: 3 clusters Score -1645175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Entering Unmasked Estep 
Score: -2468122.750000 Penalty: 2539.102295
	Iteration 0F: 2 clusters Score -2468123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2448862.500000 Penalty: 5078.204590
	Iteration 0F: 3 clusters Score -2448862 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2455698.500000 Penalty: 5078.204590
	Iteration 1F: 3 clusters Score -2455698 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2456144.000000 Penalty: 5078.204590
	Iteration 2Q: 3 clusters Score -2456144 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2456551.500000 Penalty: 5078.204590
	Iteration 3Q: 3 clusters Score -2456552 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2456937.250000 Penalty: 5078.204590
	Iteration 4Q: 3 clusters Score -2456937 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2457288.500000 Penalty: 5078.204590
	Iteration 5Q: 3 clusters Score -2457288 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2457712.250000 Penalty: 5078.204590
	Iteration 6Q: 3 clusters Score -2457712 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2458300.500000 Penalty: 5078.204590
	Iteration 7Q: 3 clusters Score -2458300 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2459111.250000 Penalty: 5078.204590
	Iteration 8Q: 3 clusters Score -2459111 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2460227.250000 Penalty: 5078.204590
	Iteration 9F: 3 clusters Score -2460227 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2461545.500000 Penalty: 5078.204590
	Iteration 10F: 3 clusters Score -2461546 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2462929.000000 Penalty: 5078.204590
	Iteration 11F: 3 clusters Score -2462929 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2464133.250000 Penalty: 5078.204590
	Iteration 12Q: 3 clusters Score -2464133 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2464944.750000 Penalty: 5078.204590
	Iteration 13Q: 3 clusters Score -2464945 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2465412.500000 Penalty: 5078.204590
	Iteration 14Q: 3 clusters Score -2465412 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2465645.000000 Penalty: 5078.204590
	Iteration 15Q: 3 clusters Score -2465645 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2465773.750000 Penalty: 5078.204590
	Iteration 16Q: 3 clusters Score -2465774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2465849.750000 Penalty: 5078.204590
	Iteration 17Q: 3 clusters Score -2465850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2465900.500000 Penalty: 5078.204590
	Iteration 18Q: 3 clusters Score -2465900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2465949.500000 Penalty: 5078.204590
	Iteration 19Q: 3 clusters Score -2465950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2465974.250000 Penalty: 5078.204590
	Iteration 20F: 3 clusters Score -2465974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2465990.500000 Penalty: 5078.204590
	Iteration 21Q: 3 clusters Score -2465990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2465998.750000 Penalty: 5078.204590
	Iteration 22Q: 3 clusters Score -2465999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2466009.750000 Penalty: 5078.204590
	Iteration 23Q: 3 clusters Score -2466010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2466019.500000 Penalty: 5078.204590
	Iteration 24Q: 3 clusters Score -2466020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2466028.750000 Penalty: 5078.204590
	Iteration 25Q: 3 clusters Score -2466029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2466032.500000 Penalty: 5078.204590
	Iteration 26Q: 3 clusters Score -2466032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2466035.750000 Penalty: 5078.204590
	Iteration 27Q: 3 clusters Score -2466036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2466038.500000 Penalty: 5078.204590
	Iteration 28Q: 3 clusters Score -2466038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2466039.750000 Penalty: 5078.204590
	Iteration 29Q: 3 clusters Score -2466040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2466039.500000 Penalty: 5078.204590
	Iteration 30Q: 3 clusters Score -2466040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2466045.250000 Penalty: 5078.204590
	Iteration 31Q: 3 clusters Score -2466045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2466046.250000 Penalty: 5078.204590
	Iteration 32Q: 3 clusters Score -2466046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2466041.500000 Penalty: 5078.204590
	Iteration 33Q: 3 clusters Score -2466042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2466041.500000 Penalty: 5078.204590
	Iteration 34F: 3 clusters Score -2466042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -189952.593750 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -189952.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -187120.437500 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -187120.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -187652.656250 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -187652.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -187792.171875 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -187792.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -187888.125000 Penalty: 3850.669434
	Iteration 3Q: 3 clusters Score -187888.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -187964.734375 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -187964.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -188036.312500 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -188036.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -188094.796875 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -188094.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -188150.000000 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -188150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -188212.843750 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -188212.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -188271.531250 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -188271.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -188338.062500 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -188338.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -188408.500000 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -188408.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -188476.984375 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -188477 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -188567.453125 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -188567.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -188672.890625 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -188672.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -188767.781250 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -188767.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -188838.046875 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -188838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -188886.453125 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -188886.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -188918.171875 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -188918.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -188953.500000 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -188953.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -189008.218750 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -189008.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -189084.546875 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -189084.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -189168.046875 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -189168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -189245.468750 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -189245.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -189319.250000 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -189319.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -189399.281250 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -189399.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -189436.109375 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -189436.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -189448.921875 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -189448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -189456.609375 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -189456.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -189465.140625 Penalty: 3850.669434
	Iteration 29Q: 3 clusters Score -189465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -189473.140625 Penalty: 3850.669434
	Iteration 30Q: 3 clusters Score -189473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -189485.359375 Penalty: 3850.669434
	Iteration 31Q: 3 clusters Score -189485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -189496.390625 Penalty: 3850.669434
	Iteration 32Q: 3 clusters Score -189496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -189506.015625 Penalty: 3850.669434
	Iteration 33Q: 3 clusters Score -189506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -189507.437500 Penalty: 3850.669434
	Iteration 34Q: 3 clusters Score -189507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -189509.093750 Penalty: 3850.669434
	Iteration 35Q: 3 clusters Score -189509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -189511.109375 Penalty: 3850.669434
	Iteration 36Q: 3 clusters Score -189511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -189511.859375 Penalty: 3850.669434
	Iteration 37Q: 3 clusters Score -189511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -189514.343750 Penalty: 3850.669434
	Iteration 38Q: 3 clusters Score -189514.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -189514.843750 Penalty: 3850.669434
	Iteration 39Q: 3 clusters Score -189514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -189520.687500 Penalty: 3850.669434
	Iteration 40F: 3 clusters Score -189520.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -189525.500000 Penalty: 3850.669434
	Iteration 41Q: 3 clusters Score -189525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -189531.359375 Penalty: 3850.669434
	Iteration 42Q: 3 clusters Score -189531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -189540.734375 Penalty: 3850.669434
	Iteration 43Q: 3 clusters Score -189540.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -189554.875000 Penalty: 3850.669434
	Iteration 44Q: 3 clusters Score -189554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -189566.281250 Penalty: 3850.669434
	Iteration 45Q: 3 clusters Score -189566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -189589.406250 Penalty: 3850.669434
	Iteration 46Q: 3 clusters Score -189589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -189603.390625 Penalty: 3850.669434
	Iteration 47Q: 3 clusters Score -189603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -189609.109375 Penalty: 3850.669434
	Iteration 48Q: 3 clusters Score -189609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -189613.500000 Penalty: 3850.669434
	Iteration 49Q: 3 clusters Score -189613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -189617.109375 Penalty: 3850.669434
	Iteration 50Q: 3 clusters Score -189617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -189619.265625 Penalty: 3850.669434
	Iteration 51Q: 3 clusters Score -189619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -189620.906250 Penalty: 3850.669434
	Iteration 52Q: 3 clusters Score -189620.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -189620.906250 Penalty: 3850.669434
	Iteration 53F: 3 clusters Score -189620.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Entering Unmasked Estep 
Score: -2284933.250000 Penalty: 2525.649170
	Iteration 0F: 2 clusters Score -2284933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2266683.250000 Penalty: 5051.298340
	Iteration 0F: 3 clusters Score -2266683 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2273062.500000 Penalty: 5051.298340
	Iteration 1F: 3 clusters Score -2273062 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2273461.000000 Penalty: 5051.298340
	Iteration 2Q: 3 clusters Score -2273461 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2273791.000000 Penalty: 5051.298340
	Iteration 3Q: 3 clusters Score -2273791 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2274089.250000 Penalty: 5051.298340
	Iteration 4Q: 3 clusters Score -2274089 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2274347.250000 Penalty: 5051.298340
	Iteration 5Q: 3 clusters Score -2274347 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2274604.750000 Penalty: 5051.298340
	Iteration 6Q: 3 clusters Score -2274605 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2274865.750000 Penalty: 5051.298340
	Iteration 7Q: 3 clusters Score -2274866 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2275117.750000 Penalty: 5051.298340
	Iteration 8Q: 3 clusters Score -2275118 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2275364.500000 Penalty: 5051.298340
	Iteration 9Q: 3 clusters Score -2275364 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2275617.750000 Penalty: 5051.298340
	Iteration 10Q: 3 clusters Score -2275618 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2275852.750000 Penalty: 5051.298340
	Iteration 11Q: 3 clusters Score -2275853 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2276124.000000 Penalty: 5051.298340
	Iteration 12Q: 3 clusters Score -2276124 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2276375.500000 Penalty: 5051.298340
	Iteration 13Q: 3 clusters Score -2276376 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2276613.750000 Penalty: 5051.298340
	Iteration 14Q: 3 clusters Score -2276614 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2276888.000000 Penalty: 5051.298340
	Iteration 15Q: 3 clusters Score -2276888 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2277153.500000 Penalty: 5051.298340
	Iteration 16Q: 3 clusters Score -2277154 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2277464.000000 Penalty: 5051.298340
	Iteration 17Q: 3 clusters Score -2277464 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2277808.500000 Penalty: 5051.298340
	Iteration 18Q: 3 clusters Score -2277808 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2278272.000000 Penalty: 5051.298340
	Iteration 19Q: 3 clusters Score -2278272 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2278814.000000 Penalty: 5051.298340
	Iteration 20F: 3 clusters Score -2278814 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2279449.250000 Penalty: 5051.298340
	Iteration 21Q: 3 clusters Score -2279449 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2280167.000000 Penalty: 5051.298340
	Iteration 22Q: 3 clusters Score -2280167 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2280907.500000 Penalty: 5051.298340
	Iteration 23Q: 3 clusters Score -2280908 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2281523.750000 Penalty: 5051.298340
	Iteration 24Q: 3 clusters Score -2281524 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2281979.500000 Penalty: 5051.298340
	Iteration 25Q: 3 clusters Score -2281980 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2282267.000000 Penalty: 5051.298340
	Iteration 26Q: 3 clusters Score -2282267 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2282462.500000 Penalty: 5051.298340
	Iteration 27Q: 3 clusters Score -2282462 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2282605.500000 Penalty: 5051.298340
	Iteration 28Q: 3 clusters Score -2282606 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2282697.000000 Penalty: 5051.298340
	Iteration 29Q: 3 clusters Score -2282697 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2282780.250000 Penalty: 5051.298340
	Iteration 30Q: 3 clusters Score -2282780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2282866.250000 Penalty: 5051.298340
	Iteration 31Q: 3 clusters Score -2282866 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2282952.750000 Penalty: 5051.298340
	Iteration 32Q: 3 clusters Score -2282953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2283027.250000 Penalty: 5051.298340
	Iteration 33Q: 3 clusters Score -2283027 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2283098.500000 Penalty: 5051.298340
	Iteration 34Q: 3 clusters Score -2283098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2283151.750000 Penalty: 5051.298340
	Iteration 35Q: 3 clusters Score -2283152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2283193.500000 Penalty: 5051.298340
	Iteration 36Q: 3 clusters Score -2283194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2283217.750000 Penalty: 5051.298340
	Iteration 37Q: 3 clusters Score -2283218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2283232.250000 Penalty: 5051.298340
	Iteration 38Q: 3 clusters Score -2283232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2283245.000000 Penalty: 5051.298340
	Iteration 39Q: 3 clusters Score -2283245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2283259.000000 Penalty: 5051.298340
	Iteration 40F: 3 clusters Score -2283259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2283266.750000 Penalty: 5051.298340
	Iteration 41Q: 3 clusters Score -2283267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2283273.750000 Penalty: 5051.298340
	Iteration 42Q: 3 clusters Score -2283274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2283276.250000 Penalty: 5051.298340
	Iteration 43Q: 3 clusters Score -2283276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2283284.500000 Penalty: 5051.298340
	Iteration 44Q: 3 clusters Score -2283284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2283292.000000 Penalty: 5051.298340
	Iteration 45Q: 3 clusters Score -2283292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2283298.500000 Penalty: 5051.298340
	Iteration 46Q: 3 clusters Score -2283298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2283301.500000 Penalty: 5051.298340
	Iteration 47Q: 3 clusters Score -2283302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2283301.500000 Penalty: 5051.298340
	Iteration 48F: 3 clusters Score -2283302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Entering Unmasked Estep 
Score: -829569.000000 Penalty: 2285.104980
	Iteration 0F: 2 clusters Score -829569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -821897.375000 Penalty: 4570.209961
	Iteration 0F: 3 clusters Score -821897.4 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -824140.187500 Penalty: 4570.209961
	Iteration 1F: 3 clusters Score -824140.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -824446.437500 Penalty: 4570.209961
	Iteration 2F: 3 clusters Score -824446.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -824702.625000 Penalty: 4570.209961
	Iteration 3F: 3 clusters Score -824702.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -824904.687500 Penalty: 4570.209961
	Iteration 4Q: 3 clusters Score -824904.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -825109.375000 Penalty: 4570.209961
	Iteration 5Q: 3 clusters Score -825109.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -825298.750000 Penalty: 4570.209961
	Iteration 6Q: 3 clusters Score -825298.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -825515.375000 Penalty: 4570.209961
	Iteration 7Q: 3 clusters Score -825515.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -825797.437500 Penalty: 4570.209961
	Iteration 8Q: 3 clusters Score -825797.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -826136.187500 Penalty: 4570.209961
	Iteration 9Q: 3 clusters Score -826136.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -826600.875000 Penalty: 4570.209961
	Iteration 10Q: 3 clusters Score -826600.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -827233.000000 Penalty: 4570.209961
	Iteration 11F: 3 clusters Score -827233 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -827967.000000 Penalty: 4570.209961
	Iteration 12F: 3 clusters Score -827967 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -828602.937500 Penalty: 4570.209961
	Iteration 13Q: 3 clusters Score -828602.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -828892.000000 Penalty: 4570.209961
	Iteration 14Q: 3 clusters Score -828892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -828990.562500 Penalty: 4570.209961
	Iteration 15Q: 3 clusters Score -828990.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -829021.625000 Penalty: 4570.209961
	Iteration 16Q: 3 clusters Score -829021.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -829032.562500 Penalty: 4570.209961
	Iteration 17Q: 3 clusters Score -829032.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -829035.375000 Penalty: 4570.209961
	Iteration 18Q: 3 clusters Score -829035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -829036.437500 Penalty: 4570.209961
	Iteration 19Q: 3 clusters Score -829036.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -829037.625000 Penalty: 4570.209961
	Iteration 20F: 3 clusters Score -829037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -829038.437500 Penalty: 4570.209961
	Iteration 21Q: 3 clusters Score -829038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -829038.437500 Penalty: 4570.209961
	Iteration 22F: 3 clusters Score -829038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -405951.687500 Penalty: 2089.364990
	Iteration 0F: 2 clusters Score -405951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -401697.718750 Penalty: 4178.729980
	Iteration 0F: 3 clusters Score -401697.7 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -402664.125000 Penalty: 4178.729980
	Iteration 1F: 3 clusters Score -402664.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -402925.406250 Penalty: 4178.729980
	Iteration 2F: 3 clusters Score -402925.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -403139.000000 Penalty: 4178.729980
	Iteration 3F: 3 clusters Score -403139 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -403404.562500 Penalty: 4178.729980
	Iteration 4F: 3 clusters Score -403404.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -403629.593750 Penalty: 4178.729980
	Iteration 5F: 3 clusters Score -403629.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -403805.843750 Penalty: 4178.729980
	Iteration 6F: 3 clusters Score -403805.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -403964.312500 Penalty: 4178.729980
	Iteration 7Q: 3 clusters Score -403964.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -404097.312500 Penalty: 4178.729980
	Iteration 8Q: 3 clusters Score -404097.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -404200.718750 Penalty: 4178.729980
	Iteration 9Q: 3 clusters Score -404200.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -404284.093750 Penalty: 4178.729980
	Iteration 10Q: 3 clusters Score -404284.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -404340.750000 Penalty: 4178.729980
	Iteration 11Q: 3 clusters Score -404340.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -404379.437500 Penalty: 4178.729980
	Iteration 12Q: 3 clusters Score -404379.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -404415.593750 Penalty: 4178.729980
	Iteration 13Q: 3 clusters Score -404415.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -404446.531250 Penalty: 4178.729980
	Iteration 14Q: 3 clusters Score -404446.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -404474.718750 Penalty: 4178.729980
	Iteration 15Q: 3 clusters Score -404474.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -404496.468750 Penalty: 4178.729980
	Iteration 16Q: 3 clusters Score -404496.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -404515.093750 Penalty: 4178.729980
	Iteration 17Q: 3 clusters Score -404515.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -404530.781250 Penalty: 4178.729980
	Iteration 18Q: 3 clusters Score -404530.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -404541.625000 Penalty: 4178.729980
	Iteration 19Q: 3 clusters Score -404541.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -404552.906250 Penalty: 4178.729980
	Iteration 20F: 3 clusters Score -404552.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404559.843750 Penalty: 4178.729980
	Iteration 21Q: 3 clusters Score -404559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -404566.218750 Penalty: 4178.729980
	Iteration 22Q: 3 clusters Score -404566.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -404573.000000 Penalty: 4178.729980
	Iteration 23Q: 3 clusters Score -404573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -404577.625000 Penalty: 4178.729980
	Iteration 24Q: 3 clusters Score -404577.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -404581.906250 Penalty: 4178.729980
	Iteration 25Q: 3 clusters Score -404581.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -404585.656250 Penalty: 4178.729980
	Iteration 26Q: 3 clusters Score -404585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -404590.406250 Penalty: 4178.729980
	Iteration 27Q: 3 clusters Score -404590.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -404592.500000 Penalty: 4178.729980
	Iteration 28Q: 3 clusters Score -404592.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -404596.531250 Penalty: 4178.729980
	Iteration 29Q: 3 clusters Score -404596.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -404599.437500 Penalty: 4178.729980
	Iteration 30Q: 3 clusters Score -404599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -404599.906250 Penalty: 4178.729980
	Iteration 31Q: 3 clusters Score -404599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -404599.843750 Penalty: 4178.729980
	Iteration 32Q: 3 clusters Score -404599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -404600.968750 Penalty: 4178.729980
	Iteration 33Q: 3 clusters Score -404601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -404601.468750 Penalty: 4178.729980
	Iteration 34Q: 3 clusters Score -404601.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -404601.468750 Penalty: 4178.729980
	Iteration 35F: 3 clusters Score -404601.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Entering Unmasked Estep 
Score: -865508.125000 Penalty: 2286.484619
	Iteration 0F: 2 clusters Score -865508.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -857794.062500 Penalty: 4572.969238
	Iteration 0F: 3 clusters Score -857794.1 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -860127.750000 Penalty: 4572.969238
	Iteration 1F: 3 clusters Score -860127.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -860481.687500 Penalty: 4572.969238
	Iteration 2F: 3 clusters Score -860481.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -860800.250000 Penalty: 4572.969238
	Iteration 3F: 3 clusters Score -860800.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -861132.750000 Penalty: 4572.969238
	Iteration 4F: 3 clusters Score -861132.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -861484.375000 Penalty: 4572.969238
	Iteration 5F: 3 clusters Score -861484.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -861837.062500 Penalty: 4572.969238
	Iteration 6F: 3 clusters Score -861837.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -862149.250000 Penalty: 4572.969238
	Iteration 7Q: 3 clusters Score -862149.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -862370.500000 Penalty: 4572.969238
	Iteration 8Q: 3 clusters Score -862370.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -862534.312500 Penalty: 4572.969238
	Iteration 9Q: 3 clusters Score -862534.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -862653.875000 Penalty: 4572.969238
	Iteration 10Q: 3 clusters Score -862653.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -862748.500000 Penalty: 4572.969238
	Iteration 11Q: 3 clusters Score -862748.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -862819.250000 Penalty: 4572.969238
	Iteration 12Q: 3 clusters Score -862819.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -862875.937500 Penalty: 4572.969238
	Iteration 13Q: 3 clusters Score -862875.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -862913.125000 Penalty: 4572.969238
	Iteration 14Q: 3 clusters Score -862913.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -862944.812500 Penalty: 4572.969238
	Iteration 15Q: 3 clusters Score -862944.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -862967.687500 Penalty: 4572.969238
	Iteration 16Q: 3 clusters Score -862967.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -862985.187500 Penalty: 4572.969238
	Iteration 17Q: 3 clusters Score -862985.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -863006.687500 Penalty: 4572.969238
	Iteration 18Q: 3 clusters Score -863006.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -863025.250000 Penalty: 4572.969238
	Iteration 19Q: 3 clusters Score -863025.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -863047.500000 Penalty: 4572.969238
	Iteration 20F: 3 clusters Score -863047.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -863065.187500 Penalty: 4572.969238
	Iteration 21Q: 3 clusters Score -863065.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -863084.062500 Penalty: 4572.969238
	Iteration 22Q: 3 clusters Score -863084.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -863100.437500 Penalty: 4572.969238
	Iteration 23Q: 3 clusters Score -863100.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -863125.625000 Penalty: 4572.969238
	Iteration 24Q: 3 clusters Score -863125.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -863145.750000 Penalty: 4572.969238
	Iteration 25Q: 3 clusters Score -863145.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -863172.875000 Penalty: 4572.969238
	Iteration 26Q: 3 clusters Score -863172.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -863187.875000 Penalty: 4572.969238
	Iteration 27Q: 3 clusters Score -863187.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -863196.562500 Penalty: 4572.969238
	Iteration 28Q: 3 clusters Score -863196.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -863206.187500 Penalty: 4572.969238
	Iteration 29Q: 3 clusters Score -863206.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -863219.750000 Penalty: 4572.969238
	Iteration 30Q: 3 clusters Score -863219.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -863235.437500 Penalty: 4572.969238
	Iteration 31Q: 3 clusters Score -863235.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -863254.812500 Penalty: 4572.969238
	Iteration 32Q: 3 clusters Score -863254.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -863269.937500 Penalty: 4572.969238
	Iteration 33Q: 3 clusters Score -863269.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -863286.312500 Penalty: 4572.969238
	Iteration 34Q: 3 clusters Score -863286.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -863301.437500 Penalty: 4572.969238
	Iteration 35Q: 3 clusters Score -863301.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -863310.187500 Penalty: 4572.969238
	Iteration 36Q: 3 clusters Score -863310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -863321.875000 Penalty: 4572.969238
	Iteration 37Q: 3 clusters Score -863321.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -863329.562500 Penalty: 4572.969238
	Iteration 38Q: 3 clusters Score -863329.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -863340.500000 Penalty: 4572.969238
	Iteration 39Q: 3 clusters Score -863340.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -863350.187500 Penalty: 4572.969238
	Iteration 40F: 3 clusters Score -863350.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -863360.500000 Penalty: 4572.969238
	Iteration 41Q: 3 clusters Score -863360.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -863374.250000 Penalty: 4572.969238
	Iteration 42Q: 3 clusters Score -863374.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -863384.500000 Penalty: 4572.969238
	Iteration 43Q: 3 clusters Score -863384.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -863406.375000 Penalty: 4572.969238
	Iteration 44Q: 3 clusters Score -863406.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -863427.750000 Penalty: 4572.969238
	Iteration 45Q: 3 clusters Score -863427.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -863447.375000 Penalty: 4572.969238
	Iteration 46Q: 3 clusters Score -863447.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -863466.000000 Penalty: 4572.969238
	Iteration 47Q: 3 clusters Score -863466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -863491.937500 Penalty: 4572.969238
	Iteration 48Q: 3 clusters Score -863491.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -863515.187500 Penalty: 4572.969238
	Iteration 49Q: 3 clusters Score -863515.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -863535.187500 Penalty: 4572.969238
	Iteration 50Q: 3 clusters Score -863535.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -863553.750000 Penalty: 4572.969238
	Iteration 51Q: 3 clusters Score -863553.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -863574.375000 Penalty: 4572.969238
	Iteration 52Q: 3 clusters Score -863574.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -863596.125000 Penalty: 4572.969238
	Iteration 53Q: 3 clusters Score -863596.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -863619.250000 Penalty: 4572.969238
	Iteration 54Q: 3 clusters Score -863619.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -863636.937500 Penalty: 4572.969238
	Iteration 55Q: 3 clusters Score -863636.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -863650.562500 Penalty: 4572.969238
	Iteration 56Q: 3 clusters Score -863650.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -863662.687500 Penalty: 4572.969238
	Iteration 57Q: 3 clusters Score -863662.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -863669.562500 Penalty: 4572.969238
	Iteration 58Q: 3 clusters Score -863669.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -863681.375000 Penalty: 4572.969238
	Iteration 59Q: 3 clusters Score -863681.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -863691.312500 Penalty: 4572.969238
	Iteration 60F: 3 clusters Score -863691.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -863694.750000 Penalty: 4572.969238
	Iteration 61Q: 3 clusters Score -863694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -863695.437500 Penalty: 4572.969238
	Iteration 62Q: 3 clusters Score -863695.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -863696.375000 Penalty: 4572.969238
	Iteration 63Q: 3 clusters Score -863696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -863698.750000 Penalty: 4572.969238
	Iteration 64Q: 3 clusters Score -863698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -863701.062500 Penalty: 4572.969238
	Iteration 65Q: 3 clusters Score -863701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -863703.625000 Penalty: 4572.969238
	Iteration 66Q: 3 clusters Score -863703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -863705.375000 Penalty: 4572.969238
	Iteration 67Q: 3 clusters Score -863705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -863703.375000 Penalty: 4572.969238
	Iteration 68Q: 3 clusters Score -863703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -863703.125000 Penalty: 4572.969238
	Iteration 69Q: 3 clusters Score -863703.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -863704.187500 Penalty: 4572.969238
	Iteration 70Q: 3 clusters Score -863704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -863704.187500 Penalty: 4572.969238
	Iteration 71F: 3 clusters Score -863704.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -390524.437500 Penalty: 2121.799805
	Iteration 0F: 2 clusters Score -390524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -385858.781250 Penalty: 4243.599609
	Iteration 0F: 3 clusters Score -385858.8 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -387065.656250 Penalty: 4243.599609
	Iteration 1F: 3 clusters Score -387065.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -387382.531250 Penalty: 4243.599609
	Iteration 2F: 3 clusters Score -387382.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -387668.937500 Penalty: 4243.599609
	Iteration 3F: 3 clusters Score -387668.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -387948.781250 Penalty: 4243.599609
	Iteration 4F: 3 clusters Score -387948.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -388184.625000 Penalty: 4243.599609
	Iteration 5F: 3 clusters Score -388184.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -388366.750000 Penalty: 4243.599609
	Iteration 6Q: 3 clusters Score -388366.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -388532.281250 Penalty: 4243.599609
	Iteration 7Q: 3 clusters Score -388532.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -388658.968750 Penalty: 4243.599609
	Iteration 8Q: 3 clusters Score -388659 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -388760.437500 Penalty: 4243.599609
	Iteration 9Q: 3 clusters Score -388760.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -388857.937500 Penalty: 4243.599609
	Iteration 10Q: 3 clusters Score -388857.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -388933.750000 Penalty: 4243.599609
	Iteration 11Q: 3 clusters Score -388933.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -389016.312500 Penalty: 4243.599609
	Iteration 12Q: 3 clusters Score -389016.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -389086.625000 Penalty: 4243.599609
	Iteration 13Q: 3 clusters Score -389086.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -389152.687500 Penalty: 4243.599609
	Iteration 14Q: 3 clusters Score -389152.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -389221.437500 Penalty: 4243.599609
	Iteration 15Q: 3 clusters Score -389221.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -389295.500000 Penalty: 4243.599609
	Iteration 16Q: 3 clusters Score -389295.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -389360.718750 Penalty: 4243.599609
	Iteration 17Q: 3 clusters Score -389360.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -389414.093750 Penalty: 4243.599609
	Iteration 18Q: 3 clusters Score -389414.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -389444.406250 Penalty: 4243.599609
	Iteration 19Q: 3 clusters Score -389444.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -389466.656250 Penalty: 4243.599609
	Iteration 20F: 3 clusters Score -389466.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -389482.750000 Penalty: 4243.599609
	Iteration 21Q: 3 clusters Score -389482.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -389497.812500 Penalty: 4243.599609
	Iteration 22Q: 3 clusters Score -389497.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -389509.343750 Penalty: 4243.599609
	Iteration 23Q: 3 clusters Score -389509.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -389520.843750 Penalty: 4243.599609
	Iteration 24Q: 3 clusters Score -389520.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -389528.312500 Penalty: 4243.599609
	Iteration 25Q: 3 clusters Score -389528.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -389534.187500 Penalty: 4243.599609
	Iteration 26Q: 3 clusters Score -389534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -389537.125000 Penalty: 4243.599609
	Iteration 27Q: 3 clusters Score -389537.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -389541.781250 Penalty: 4243.599609
	Iteration 28Q: 3 clusters Score -389541.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -389544.937500 Penalty: 4243.599609
	Iteration 29Q: 3 clusters Score -389544.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -389548.281250 Penalty: 4243.599609
	Iteration 30Q: 3 clusters Score -389548.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -389550.125000 Penalty: 4243.599609
	Iteration 31Q: 3 clusters Score -389550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -389552.468750 Penalty: 4243.599609
	Iteration 32Q: 3 clusters Score -389552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -389553.093750 Penalty: 4243.599609
	Iteration 33Q: 3 clusters Score -389553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -389555.000000 Penalty: 4243.599609
	Iteration 34Q: 3 clusters Score -389555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -389555.218750 Penalty: 4243.599609
	Iteration 35Q: 3 clusters Score -389555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -389556.343750 Penalty: 4243.599609
	Iteration 36Q: 3 clusters Score -389556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -389558.562500 Penalty: 4243.599609
	Iteration 37Q: 3 clusters Score -389558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -389559.125000 Penalty: 4243.599609
	Iteration 38Q: 3 clusters Score -389559.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -389560.375000 Penalty: 4243.599609
	Iteration 39Q: 3 clusters Score -389560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -389562.125000 Penalty: 4243.599609
	Iteration 40F: 3 clusters Score -389562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -389562.281250 Penalty: 4243.599609
	Iteration 41Q: 3 clusters Score -389562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -389563.093750 Penalty: 4243.599609
	Iteration 42Q: 3 clusters Score -389563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -389562.281250 Penalty: 4243.599609
	Iteration 43Q: 3 clusters Score -389562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -389562.906250 Penalty: 4243.599609
	Iteration 44Q: 3 clusters Score -389562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -389563.062500 Penalty: 4243.599609
	Iteration 45Q: 3 clusters Score -389563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -389563.062500 Penalty: 4243.599609
	Iteration 46F: 3 clusters Score -389563.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Entering Unmasked Estep 
Score: -923872.937500 Penalty: 2308.476807
	Iteration 0F: 2 clusters Score -923872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -915497.687500 Penalty: 4616.953613
	Iteration 0F: 3 clusters Score -915497.7 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -918027.312500 Penalty: 4616.953613
	Iteration 1F: 3 clusters Score -918027.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -918554.250000 Penalty: 4616.953613
	Iteration 2F: 3 clusters Score -918554.2 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -919040.750000 Penalty: 4616.953613
	Iteration 3F: 3 clusters Score -919040.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -919430.562500 Penalty: 4616.953613
	Iteration 4F: 3 clusters Score -919430.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -919792.812500 Penalty: 4616.953613
	Iteration 5F: 3 clusters Score -919792.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -920159.562500 Penalty: 4616.953613
	Iteration 6F: 3 clusters Score -920159.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -920483.312500 Penalty: 4616.953613
	Iteration 7Q: 3 clusters Score -920483.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -920730.500000 Penalty: 4616.953613
	Iteration 8Q: 3 clusters Score -920730.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -920937.562500 Penalty: 4616.953613
	Iteration 9Q: 3 clusters Score -920937.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -921091.437500 Penalty: 4616.953613
	Iteration 10Q: 3 clusters Score -921091.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -921198.750000 Penalty: 4616.953613
	Iteration 11Q: 3 clusters Score -921198.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -921268.000000 Penalty: 4616.953613
	Iteration 12Q: 3 clusters Score -921268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -921319.750000 Penalty: 4616.953613
	Iteration 13Q: 3 clusters Score -921319.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -921352.875000 Penalty: 4616.953613
	Iteration 14Q: 3 clusters Score -921352.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -921371.187500 Penalty: 4616.953613
	Iteration 15Q: 3 clusters Score -921371.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -921386.125000 Penalty: 4616.953613
	Iteration 16Q: 3 clusters Score -921386.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -921397.625000 Penalty: 4616.953613
	Iteration 17Q: 3 clusters Score -921397.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -921403.375000 Penalty: 4616.953613
	Iteration 18Q: 3 clusters Score -921403.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -921410.937500 Penalty: 4616.953613
	Iteration 19Q: 3 clusters Score -921410.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -921421.500000 Penalty: 4616.953613
	Iteration 20F: 3 clusters Score -921421.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -921428.375000 Penalty: 4616.953613
	Iteration 21Q: 3 clusters Score -921428.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -921437.812500 Penalty: 4616.953613
	Iteration 22Q: 3 clusters Score -921437.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -921442.937500 Penalty: 4616.953613
	Iteration 23Q: 3 clusters Score -921442.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -921449.312500 Penalty: 4616.953613
	Iteration 24Q: 3 clusters Score -921449.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -921459.625000 Penalty: 4616.953613
	Iteration 25Q: 3 clusters Score -921459.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -921475.312500 Penalty: 4616.953613
	Iteration 26Q: 3 clusters Score -921475.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -921487.937500 Penalty: 4616.953613
	Iteration 27Q: 3 clusters Score -921487.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -921500.812500 Penalty: 4616.953613
	Iteration 28Q: 3 clusters Score -921500.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -921518.937500 Penalty: 4616.953613
	Iteration 29Q: 3 clusters Score -921518.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -921536.437500 Penalty: 4616.953613
	Iteration 30Q: 3 clusters Score -921536.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -921551.937500 Penalty: 4616.953613
	Iteration 31Q: 3 clusters Score -921551.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -921580.312500 Penalty: 4616.953613
	Iteration 32Q: 3 clusters Score -921580.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -921608.500000 Penalty: 4616.953613
	Iteration 33Q: 3 clusters Score -921608.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -921650.812500 Penalty: 4616.953613
	Iteration 34Q: 3 clusters Score -921650.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -921686.562500 Penalty: 4616.953613
	Iteration 35Q: 3 clusters Score -921686.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -921720.312500 Penalty: 4616.953613
	Iteration 36Q: 3 clusters Score -921720.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -921751.500000 Penalty: 4616.953613
	Iteration 37Q: 3 clusters Score -921751.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -921777.812500 Penalty: 4616.953613
	Iteration 38Q: 3 clusters Score -921777.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -921808.500000 Penalty: 4616.953613
	Iteration 39Q: 3 clusters Score -921808.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -921840.375000 Penalty: 4616.953613
	Iteration 40F: 3 clusters Score -921840.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -921878.187500 Penalty: 4616.953613
	Iteration 41Q: 3 clusters Score -921878.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -921936.500000 Penalty: 4616.953613
	Iteration 42Q: 3 clusters Score -921936.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -922037.250000 Penalty: 4616.953613
	Iteration 43Q: 3 clusters Score -922037.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -922235.437500 Penalty: 4616.953613
	Iteration 44Q: 3 clusters Score -922235.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -922470.687500 Penalty: 4616.953613
	Iteration 45Q: 3 clusters Score -922470.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -922676.125000 Penalty: 4616.953613
	Iteration 46Q: 3 clusters Score -922676.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -922773.312500 Penalty: 4616.953613
	Iteration 47Q: 3 clusters Score -922773.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -922810.687500 Penalty: 4616.953613
	Iteration 48Q: 3 clusters Score -922810.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -922827.812500 Penalty: 4616.953613
	Iteration 49Q: 3 clusters Score -922827.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -922840.000000 Penalty: 4616.953613
	Iteration 50Q: 3 clusters Score -922840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -922847.000000 Penalty: 4616.953613
	Iteration 51Q: 3 clusters Score -922847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -922852.937500 Penalty: 4616.953613
	Iteration 52Q: 3 clusters Score -922852.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -922855.625000 Penalty: 4616.953613
	Iteration 53Q: 3 clusters Score -922855.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -922857.312500 Penalty: 4616.953613
	Iteration 54Q: 3 clusters Score -922857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -922858.812500 Penalty: 4616.953613
	Iteration 55Q: 3 clusters Score -922858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -922863.125000 Penalty: 4616.953613
	Iteration 56Q: 3 clusters Score -922863.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -922864.562500 Penalty: 4616.953613
	Iteration 57Q: 3 clusters Score -922864.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -922871.375000 Penalty: 4616.953613
	Iteration 58Q: 3 clusters Score -922871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -922870.125000 Penalty: 4616.953613
	Iteration 59Q: 3 clusters Score -922870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -922873.625000 Penalty: 4616.953613
	Iteration 60F: 3 clusters Score -922873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -922876.187500 Penalty: 4616.953613
	Iteration 61Q: 3 clusters Score -922876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -922879.187500 Penalty: 4616.953613
	Iteration 62Q: 3 clusters Score -922879.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -922879.500000 Penalty: 4616.953613
	Iteration 63Q: 3 clusters Score -922879.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -922880.562500 Penalty: 4616.953613
	Iteration 64Q: 3 clusters Score -922880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -922881.562500 Penalty: 4616.953613
	Iteration 65Q: 3 clusters Score -922881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -922880.625000 Penalty: 4616.953613
	Iteration 66Q: 3 clusters Score -922880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -922885.500000 Penalty: 4616.953613
	Iteration 67Q: 3 clusters Score -922885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -922887.312500 Penalty: 4616.953613
	Iteration 68Q: 3 clusters Score -922887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -922888.250000 Penalty: 4616.953613
	Iteration 69Q: 3 clusters Score -922888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -922891.625000 Penalty: 4616.953613
	Iteration 70Q: 3 clusters Score -922891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -922892.062500 Penalty: 4616.953613
	Iteration 71Q: 3 clusters Score -922892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -922890.375000 Penalty: 4616.953613
	Iteration 72Q: 3 clusters Score -922890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -922890.375000 Penalty: 4616.953613
	Iteration 73F: 3 clusters Score -922890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Entering Unmasked Estep 
Score: -968892.812500 Penalty: 2312.247803
	Iteration 0F: 2 clusters Score -968892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -960420.875000 Penalty: 4624.495605
	Iteration 0F: 3 clusters Score -960420.9 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -962902.187500 Penalty: 4624.495605
	Iteration 1F: 3 clusters Score -962902.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -963218.812500 Penalty: 4624.495605
	Iteration 2F: 3 clusters Score -963218.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -963490.375000 Penalty: 4624.495605
	Iteration 3F: 3 clusters Score -963490.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -963740.062500 Penalty: 4624.495605
	Iteration 4Q: 3 clusters Score -963740.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -963995.250000 Penalty: 4624.495605
	Iteration 5Q: 3 clusters Score -963995.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -964289.875000 Penalty: 4624.495605
	Iteration 6Q: 3 clusters Score -964289.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -964650.750000 Penalty: 4624.495605
	Iteration 7Q: 3 clusters Score -964650.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -965037.375000 Penalty: 4624.495605
	Iteration 8Q: 3 clusters Score -965037.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -965458.687500 Penalty: 4624.495605
	Iteration 9Q: 3 clusters Score -965458.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -965844.875000 Penalty: 4624.495605
	Iteration 10Q: 3 clusters Score -965844.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -966185.125000 Penalty: 4624.495605
	Iteration 11Q: 3 clusters Score -966185.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -966471.750000 Penalty: 4624.495605
	Iteration 12Q: 3 clusters Score -966471.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -966632.687500 Penalty: 4624.495605
	Iteration 13Q: 3 clusters Score -966632.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -966731.937500 Penalty: 4624.495605
	Iteration 14Q: 3 clusters Score -966731.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -966803.062500 Penalty: 4624.495605
	Iteration 15Q: 3 clusters Score -966803.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -966858.375000 Penalty: 4624.495605
	Iteration 16Q: 3 clusters Score -966858.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -966887.187500 Penalty: 4624.495605
	Iteration 17Q: 3 clusters Score -966887.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -966901.937500 Penalty: 4624.495605
	Iteration 18Q: 3 clusters Score -966901.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -966914.437500 Penalty: 4624.495605
	Iteration 19Q: 3 clusters Score -966914.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -966927.625000 Penalty: 4624.495605
	Iteration 20F: 3 clusters Score -966927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -966940.000000 Penalty: 4624.495605
	Iteration 21Q: 3 clusters Score -966940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -966945.875000 Penalty: 4624.495605
	Iteration 22Q: 3 clusters Score -966945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -966948.562500 Penalty: 4624.495605
	Iteration 23Q: 3 clusters Score -966948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -966951.000000 Penalty: 4624.495605
	Iteration 24Q: 3 clusters Score -966951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -966953.875000 Penalty: 4624.495605
	Iteration 25Q: 3 clusters Score -966953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -966954.187500 Penalty: 4624.495605
	Iteration 26Q: 3 clusters Score -966954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -966955.687500 Penalty: 4624.495605
	Iteration 27Q: 3 clusters Score -966955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -966958.625000 Penalty: 4624.495605
	Iteration 28Q: 3 clusters Score -966958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -966961.000000 Penalty: 4624.495605
	Iteration 29Q: 3 clusters Score -966961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -966961.000000 Penalty: 4624.495605
	Iteration 30F: 3 clusters Score -966961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Entering Unmasked Estep 
Score: -879850.937500 Penalty: 2284.758789
	Iteration 0F: 2 clusters Score -879850.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -872097.312500 Penalty: 4569.517578
	Iteration 0F: 3 clusters Score -872097.3 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -874295.250000 Penalty: 4569.517578
	Iteration 1F: 3 clusters Score -874295.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -874588.937500 Penalty: 4569.517578
	Iteration 2F: 3 clusters Score -874588.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -874783.687500 Penalty: 4569.517578
	Iteration 3Q: 3 clusters Score -874783.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -874940.125000 Penalty: 4569.517578
	Iteration 4Q: 3 clusters Score -874940.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -875070.062500 Penalty: 4569.517578
	Iteration 5Q: 3 clusters Score -875070.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -875193.250000 Penalty: 4569.517578
	Iteration 6Q: 3 clusters Score -875193.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -875323.687500 Penalty: 4569.517578
	Iteration 7Q: 3 clusters Score -875323.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -875452.312500 Penalty: 4569.517578
	Iteration 8Q: 3 clusters Score -875452.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -875603.062500 Penalty: 4569.517578
	Iteration 9Q: 3 clusters Score -875603.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -875756.875000 Penalty: 4569.517578
	Iteration 10Q: 3 clusters Score -875756.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -875921.750000 Penalty: 4569.517578
	Iteration 11Q: 3 clusters Score -875921.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -876129.375000 Penalty: 4569.517578
	Iteration 12Q: 3 clusters Score -876129.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -876367.125000 Penalty: 4569.517578
	Iteration 13Q: 3 clusters Score -876367.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -876626.187500 Penalty: 4569.517578
	Iteration 14Q: 3 clusters Score -876626.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -876898.062500 Penalty: 4569.517578
	Iteration 15Q: 3 clusters Score -876898.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -877134.000000 Penalty: 4569.517578
	Iteration 16Q: 3 clusters Score -877134 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -877322.500000 Penalty: 4569.517578
	Iteration 17Q: 3 clusters Score -877322.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -877473.000000 Penalty: 4569.517578
	Iteration 18Q: 3 clusters Score -877473 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -877587.812500 Penalty: 4569.517578
	Iteration 19Q: 3 clusters Score -877587.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -877661.812500 Penalty: 4569.517578
	Iteration 20F: 3 clusters Score -877661.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -877724.000000 Penalty: 4569.517578
	Iteration 21Q: 3 clusters Score -877724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -877757.812500 Penalty: 4569.517578
	Iteration 22Q: 3 clusters Score -877757.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -877778.750000 Penalty: 4569.517578
	Iteration 23Q: 3 clusters Score -877778.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -877791.375000 Penalty: 4569.517578
	Iteration 24Q: 3 clusters Score -877791.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -877800.437500 Penalty: 4569.517578
	Iteration 25Q: 3 clusters Score -877800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -877812.125000 Penalty: 4569.517578
	Iteration 26Q: 3 clusters Score -877812.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -877821.250000 Penalty: 4569.517578
	Iteration 27Q: 3 clusters Score -877821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -877823.312500 Penalty: 4569.517578
	Iteration 28Q: 3 clusters Score -877823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -877830.125000 Penalty: 4569.517578
	Iteration 29Q: 3 clusters Score -877830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -877836.062500 Penalty: 4569.517578
	Iteration 30Q: 3 clusters Score -877836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -877844.125000 Penalty: 4569.517578
	Iteration 31Q: 3 clusters Score -877844.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -877846.937500 Penalty: 4569.517578
	Iteration 32Q: 3 clusters Score -877846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -877849.750000 Penalty: 4569.517578
	Iteration 33Q: 3 clusters Score -877849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -877853.937500 Penalty: 4569.517578
	Iteration 34Q: 3 clusters Score -877853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -877854.875000 Penalty: 4569.517578
	Iteration 35Q: 3 clusters Score -877854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -877857.000000 Penalty: 4569.517578
	Iteration 36Q: 3 clusters Score -877857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -877858.937500 Penalty: 4569.517578
	Iteration 37Q: 3 clusters Score -877858.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -877858.437500 Penalty: 4569.517578
	Iteration 38Q: 3 clusters Score -877858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -877858.437500 Penalty: 4569.517578
	Iteration 39F: 3 clusters Score -877858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -497568.718750 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -497568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -492453.125000 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -492453.1 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -493801.968750 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -493802 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -494105.750000 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -494105.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -494329.812500 Penalty: 4311.974609
	Iteration 3F: 3 clusters Score -494329.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -494564.500000 Penalty: 4311.974609
	Iteration 4F: 3 clusters Score -494564.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -494761.343750 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -494761.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -494929.656250 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -494929.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -495069.031250 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -495069 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -495207.593750 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -495207.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -495342.312500 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -495342.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -495438.687500 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -495438.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -495508.562500 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -495508.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -495563.781250 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -495563.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -495606.406250 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -495606.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -495628.125000 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -495628.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -495641.687500 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -495641.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -495652.750000 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -495652.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -495657.687500 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -495657.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -495662.250000 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -495662.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -495666.406250 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -495666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -495669.656250 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -495669.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -495672.000000 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -495672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -495677.187500 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -495677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -495680.875000 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -495680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -495683.531250 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -495683.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -495687.250000 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -495687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -495688.375000 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -495688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -495689.312500 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -495689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -495691.593750 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -495691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -495691.062500 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -495691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -495691.093750 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -495691.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -495691.750000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -495691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -495691.250000 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -495691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -495691.250000 Penalty: 4311.974609
	Iteration 33F: 3 clusters Score -495691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -496643.156250 Penalty: 2183.770264
	Iteration 0F: 2 clusters Score -496643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -491040.062500 Penalty: 4367.540527
	Iteration 0F: 3 clusters Score -491040.1 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -492711.937500 Penalty: 4367.540527
	Iteration 1F: 3 clusters Score -492711.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -493209.250000 Penalty: 4367.540527
	Iteration 2F: 3 clusters Score -493209.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -493663.375000 Penalty: 4367.540527
	Iteration 3F: 3 clusters Score -493663.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -494107.656250 Penalty: 4367.540527
	Iteration 4F: 3 clusters Score -494107.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -494563.156250 Penalty: 4367.540527
	Iteration 5F: 3 clusters Score -494563.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -494925.093750 Penalty: 4367.540527
	Iteration 6F: 3 clusters Score -494925.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -495202.125000 Penalty: 4367.540527
	Iteration 7Q: 3 clusters Score -495202.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -495361.187500 Penalty: 4367.540527
	Iteration 8Q: 3 clusters Score -495361.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -495429.281250 Penalty: 4367.540527
	Iteration 9Q: 3 clusters Score -495429.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -495476.843750 Penalty: 4367.540527
	Iteration 10Q: 3 clusters Score -495476.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -495508.125000 Penalty: 4367.540527
	Iteration 11Q: 3 clusters Score -495508.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -495535.625000 Penalty: 4367.540527
	Iteration 12Q: 3 clusters Score -495535.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -495553.562500 Penalty: 4367.540527
	Iteration 13Q: 3 clusters Score -495553.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -495568.750000 Penalty: 4367.540527
	Iteration 14Q: 3 clusters Score -495568.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -495577.312500 Penalty: 4367.540527
	Iteration 15Q: 3 clusters Score -495577.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -495584.281250 Penalty: 4367.540527
	Iteration 16Q: 3 clusters Score -495584.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -495589.968750 Penalty: 4367.540527
	Iteration 17Q: 3 clusters Score -495590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -495594.406250 Penalty: 4367.540527
	Iteration 18Q: 3 clusters Score -495594.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -495599.687500 Penalty: 4367.540527
	Iteration 19Q: 3 clusters Score -495599.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -495600.625000 Penalty: 4367.540527
	Iteration 20F: 3 clusters Score -495600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -495603.093750 Penalty: 4367.540527
	Iteration 21Q: 3 clusters Score -495603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -495604.062500 Penalty: 4367.540527
	Iteration 22Q: 3 clusters Score -495604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -495607.625000 Penalty: 4367.540527
	Iteration 23Q: 3 clusters Score -495607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -495611.593750 Penalty: 4367.540527
	Iteration 24Q: 3 clusters Score -495611.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -495613.375000 Penalty: 4367.540527
	Iteration 25Q: 3 clusters Score -495613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -495615.156250 Penalty: 4367.540527
	Iteration 26Q: 3 clusters Score -495615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -495616.000000 Penalty: 4367.540527
	Iteration 27Q: 3 clusters Score -495616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -495618.531250 Penalty: 4367.540527
	Iteration 28Q: 3 clusters Score -495618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -495617.312500 Penalty: 4367.540527
	Iteration 29Q: 3 clusters Score -495617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -495616.843750 Penalty: 4367.540527
	Iteration 30Q: 3 clusters Score -495616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -495619.218750 Penalty: 4367.540527
	Iteration 31Q: 3 clusters Score -495619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -495620.718750 Penalty: 4367.540527
	Iteration 32Q: 3 clusters Score -495620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -495620.593750 Penalty: 4367.540527
	Iteration 33Q: 3 clusters Score -495620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -495621.593750 Penalty: 4367.540527
	Iteration 34Q: 3 clusters Score -495621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -495623.968750 Penalty: 4367.540527
	Iteration 35Q: 3 clusters Score -495624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -495627.062500 Penalty: 4367.540527
	Iteration 36Q: 3 clusters Score -495627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -495630.343750 Penalty: 4367.540527
	Iteration 37Q: 3 clusters Score -495630.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -495633.125000 Penalty: 4367.540527
	Iteration 38Q: 3 clusters Score -495633.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -495635.718750 Penalty: 4367.540527
	Iteration 39Q: 3 clusters Score -495635.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -495638.687500 Penalty: 4367.540527
	Iteration 40F: 3 clusters Score -495638.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -495642.281250 Penalty: 4367.540527
	Iteration 41Q: 3 clusters Score -495642.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -495646.437500 Penalty: 4367.540527
	Iteration 42Q: 3 clusters Score -495646.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -495648.968750 Penalty: 4367.540527
	Iteration 43Q: 3 clusters Score -495649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -495652.656250 Penalty: 4367.540527
	Iteration 44Q: 3 clusters Score -495652.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -495653.250000 Penalty: 4367.540527
	Iteration 45Q: 3 clusters Score -495653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -495657.687500 Penalty: 4367.540527
	Iteration 46Q: 3 clusters Score -495657.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -495663.375000 Penalty: 4367.540527
	Iteration 47Q: 3 clusters Score -495663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -495665.531250 Penalty: 4367.540527
	Iteration 48Q: 3 clusters Score -495665.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -495669.250000 Penalty: 4367.540527
	Iteration 49Q: 3 clusters Score -495669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -495673.187500 Penalty: 4367.540527
	Iteration 50Q: 3 clusters Score -495673.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -495678.343750 Penalty: 4367.540527
	Iteration 51Q: 3 clusters Score -495678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -495681.812500 Penalty: 4367.540527
	Iteration 52Q: 3 clusters Score -495681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -495684.218750 Penalty: 4367.540527
	Iteration 53Q: 3 clusters Score -495684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -495686.187500 Penalty: 4367.540527
	Iteration 54Q: 3 clusters Score -495686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -495687.468750 Penalty: 4367.540527
	Iteration 55Q: 3 clusters Score -495687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -495688.812500 Penalty: 4367.540527
	Iteration 56Q: 3 clusters Score -495688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -495689.187500 Penalty: 4367.540527
	Iteration 57Q: 3 clusters Score -495689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -495690.468750 Penalty: 4367.540527
	Iteration 58Q: 3 clusters Score -495690.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -495690.875000 Penalty: 4367.540527
	Iteration 59Q: 3 clusters Score -495690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -495690.375000 Penalty: 4367.540527
	Iteration 60F: 3 clusters Score -495690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -495690.468750 Penalty: 4367.540527
	Iteration 61Q: 3 clusters Score -495690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -495690.468750 Penalty: 4367.540527
	Iteration 62F: 3 clusters Score -495690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Entering Unmasked Estep 
Score: -536906.750000 Penalty: 2185.917236
	Iteration 0F: 2 clusters Score -536906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -531337.937500 Penalty: 4371.834473
	Iteration 0F: 3 clusters Score -531337.9 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -532938.125000 Penalty: 4371.834473
	Iteration 1F: 3 clusters Score -532938.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -533345.062500 Penalty: 4371.834473
	Iteration 2F: 3 clusters Score -533345.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -533754.312500 Penalty: 4371.834473
	Iteration 3F: 3 clusters Score -533754.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -534272.250000 Penalty: 4371.834473
	Iteration 4F: 3 clusters Score -534272.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -534839.187500 Penalty: 4371.834473
	Iteration 5F: 3 clusters Score -534839.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -535356.625000 Penalty: 4371.834473
	Iteration 6F: 3 clusters Score -535356.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -535813.437500 Penalty: 4371.834473
	Iteration 7F: 3 clusters Score -535813.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -536228.062500 Penalty: 4371.834473
	Iteration 8Q: 3 clusters Score -536228.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -536640.062500 Penalty: 4371.834473
	Iteration 9Q: 3 clusters Score -536640.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -536864.250000 Penalty: 4371.834473
	Iteration 10Q: 3 clusters Score -536864.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -536974.750000 Penalty: 4371.834473
	Iteration 11Q: 3 clusters Score -536974.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -537020.000000 Penalty: 4371.834473
	Iteration 12Q: 3 clusters Score -537020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -537050.250000 Penalty: 4371.834473
	Iteration 13Q: 3 clusters Score -537050.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -537064.937500 Penalty: 4371.834473
	Iteration 14Q: 3 clusters Score -537064.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -537078.500000 Penalty: 4371.834473
	Iteration 15Q: 3 clusters Score -537078.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -537084.687500 Penalty: 4371.834473
	Iteration 16Q: 3 clusters Score -537084.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -537087.250000 Penalty: 4371.834473
	Iteration 17Q: 3 clusters Score -537087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -537089.750000 Penalty: 4371.834473
	Iteration 18Q: 3 clusters Score -537089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -537091.500000 Penalty: 4371.834473
	Iteration 19Q: 3 clusters Score -537091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -537094.000000 Penalty: 4371.834473
	Iteration 20F: 3 clusters Score -537094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -537095.250000 Penalty: 4371.834473
	Iteration 21Q: 3 clusters Score -537095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -537096.750000 Penalty: 4371.834473
	Iteration 22Q: 3 clusters Score -537096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -537097.562500 Penalty: 4371.834473
	Iteration 23Q: 3 clusters Score -537097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -537097.687500 Penalty: 4371.834473
	Iteration 24Q: 3 clusters Score -537097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -537097.125000 Penalty: 4371.834473
	Iteration 25Q: 3 clusters Score -537097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -537097.125000 Penalty: 4371.834473
	Iteration 26F: 3 clusters Score -537097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 27832 members 
Mstep: Class 5 contains 415773 members 
Mstep: Class 6 contains 61060 members 
Mstep: Class 7 contains 326049 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22476 members 
Mstep: Class 17 contains 102343 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 8089 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 19006 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10038 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10094 members 
Mstep: Class 30 contains 5196 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 10024 members 
Mstep: Class 34 contains 5964 members 
Mstep: Class 35 contains 6671 members 
Mstep: Class 36 contains 4703 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 51175 members 
Mstep: Class 39 contains 2716 members 
Mstep: Class 40 contains 2026 members 
Entering Unmasked Estep 
Score: -113011160.000000 Penalty: 139884.406250
Splitting cluster 36 changes total score from -113012256.000000 to -113011160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -508576.781250 Penalty: 2170.836182
	Iteration 0F: 2 clusters Score -508576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -503176.500000 Penalty: 4341.672363
	Iteration 0F: 3 clusters Score -503176.5 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -504817.781250 Penalty: 4341.672363
	Iteration 1F: 3 clusters Score -504817.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -505463.906250 Penalty: 4341.672363
	Iteration 2F: 3 clusters Score -505463.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -505946.218750 Penalty: 4341.672363
	Iteration 3F: 3 clusters Score -505946.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -506287.531250 Penalty: 4341.672363
	Iteration 4F: 3 clusters Score -506287.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -506574.531250 Penalty: 4341.672363
	Iteration 5F: 3 clusters Score -506574.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -506788.718750 Penalty: 4341.672363
	Iteration 6Q: 3 clusters Score -506788.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -506953.406250 Penalty: 4341.672363
	Iteration 7Q: 3 clusters Score -506953.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -507085.250000 Penalty: 4341.672363
	Iteration 8Q: 3 clusters Score -507085.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -507192.781250 Penalty: 4341.672363
	Iteration 9Q: 3 clusters Score -507192.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -507272.812500 Penalty: 4341.672363
	Iteration 10Q: 3 clusters Score -507272.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -507315.625000 Penalty: 4341.672363
	Iteration 11Q: 3 clusters Score -507315.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -507344.687500 Penalty: 4341.672363
	Iteration 12Q: 3 clusters Score -507344.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -507368.500000 Penalty: 4341.672363
	Iteration 13Q: 3 clusters Score -507368.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -507385.093750 Penalty: 4341.672363
	Iteration 14Q: 3 clusters Score -507385.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -507406.062500 Penalty: 4341.672363
	Iteration 15Q: 3 clusters Score -507406.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -507423.531250 Penalty: 4341.672363
	Iteration 16Q: 3 clusters Score -507423.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -507437.187500 Penalty: 4341.672363
	Iteration 17Q: 3 clusters Score -507437.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -507454.656250 Penalty: 4341.672363
	Iteration 18Q: 3 clusters Score -507454.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -507468.937500 Penalty: 4341.672363
	Iteration 19Q: 3 clusters Score -507468.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -507486.375000 Penalty: 4341.672363
	Iteration 20F: 3 clusters Score -507486.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -507505.656250 Penalty: 4341.672363
	Iteration 21Q: 3 clusters Score -507505.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -507520.281250 Penalty: 4341.672363
	Iteration 22Q: 3 clusters Score -507520.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -507530.000000 Penalty: 4341.672363
	Iteration 23Q: 3 clusters Score -507530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -507538.125000 Penalty: 4341.672363
	Iteration 24Q: 3 clusters Score -507538.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -507547.937500 Penalty: 4341.672363
	Iteration 25Q: 3 clusters Score -507547.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -507557.312500 Penalty: 4341.672363
	Iteration 26Q: 3 clusters Score -507557.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -507566.031250 Penalty: 4341.672363
	Iteration 27Q: 3 clusters Score -507566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -507571.437500 Penalty: 4341.672363
	Iteration 28Q: 3 clusters Score -507571.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -507574.687500 Penalty: 4341.672363
	Iteration 29Q: 3 clusters Score -507574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -507577.968750 Penalty: 4341.672363
	Iteration 30Q: 3 clusters Score -507578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -507581.093750 Penalty: 4341.672363
	Iteration 31Q: 3 clusters Score -507581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -507582.406250 Penalty: 4341.672363
	Iteration 32Q: 3 clusters Score -507582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -507582.562500 Penalty: 4341.672363
	Iteration 33Q: 3 clusters Score -507582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -507584.218750 Penalty: 4341.672363
	Iteration 34Q: 3 clusters Score -507584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -507586.593750 Penalty: 4341.672363
	Iteration 35Q: 3 clusters Score -507586.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -507588.218750 Penalty: 4341.672363
	Iteration 36Q: 3 clusters Score -507588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -507593.031250 Penalty: 4341.672363
	Iteration 37Q: 3 clusters Score -507593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -507596.906250 Penalty: 4341.672363
	Iteration 38Q: 3 clusters Score -507596.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -507598.625000 Penalty: 4341.672363
	Iteration 39Q: 3 clusters Score -507598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -507603.000000 Penalty: 4341.672363
	Iteration 40F: 3 clusters Score -507603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -507603.468750 Penalty: 4341.672363
	Iteration 41Q: 3 clusters Score -507603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -507606.562500 Penalty: 4341.672363
	Iteration 42Q: 3 clusters Score -507606.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -507610.500000 Penalty: 4341.672363
	Iteration 43Q: 3 clusters Score -507610.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -507614.843750 Penalty: 4341.672363
	Iteration 44Q: 3 clusters Score -507614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -507619.187500 Penalty: 4341.672363
	Iteration 45Q: 3 clusters Score -507619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -507621.343750 Penalty: 4341.672363
	Iteration 46Q: 3 clusters Score -507621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -507626.875000 Penalty: 4341.672363
	Iteration 47Q: 3 clusters Score -507626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -507629.156250 Penalty: 4341.672363
	Iteration 48Q: 3 clusters Score -507629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -507632.343750 Penalty: 4341.672363
	Iteration 49Q: 3 clusters Score -507632.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -507636.437500 Penalty: 4341.672363
	Iteration 50Q: 3 clusters Score -507636.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -507640.937500 Penalty: 4341.672363
	Iteration 51Q: 3 clusters Score -507640.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -507648.750000 Penalty: 4341.672363
	Iteration 52Q: 3 clusters Score -507648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -507655.875000 Penalty: 4341.672363
	Iteration 53Q: 3 clusters Score -507655.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -507658.843750 Penalty: 4341.672363
	Iteration 54Q: 3 clusters Score -507658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -507662.250000 Penalty: 4341.672363
	Iteration 55Q: 3 clusters Score -507662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -507665.093750 Penalty: 4341.672363
	Iteration 56Q: 3 clusters Score -507665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -507667.968750 Penalty: 4341.672363
	Iteration 57Q: 3 clusters Score -507668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -507670.000000 Penalty: 4341.672363
	Iteration 58Q: 3 clusters Score -507670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -507671.000000 Penalty: 4341.672363
	Iteration 59Q: 3 clusters Score -507671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -507672.656250 Penalty: 4341.672363
	Iteration 60F: 3 clusters Score -507672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -507674.531250 Penalty: 4341.672363
	Iteration 61Q: 3 clusters Score -507674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -507674.218750 Penalty: 4341.672363
	Iteration 62Q: 3 clusters Score -507674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -507676.875000 Penalty: 4341.672363
	Iteration 63Q: 3 clusters Score -507676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -507677.156250 Penalty: 4341.672363
	Iteration 64Q: 3 clusters Score -507677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -507678.312500 Penalty: 4341.672363
	Iteration 65Q: 3 clusters Score -507678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -507680.875000 Penalty: 4341.672363
	Iteration 66Q: 3 clusters Score -507680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -507680.468750 Penalty: 4341.672363
	Iteration 67Q: 3 clusters Score -507680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -507679.718750 Penalty: 4341.672363
	Iteration 68Q: 3 clusters Score -507679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -507680.312500 Penalty: 4341.672363
	Iteration 69Q: 3 clusters Score -507680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -507681.031250 Penalty: 4341.672363
	Iteration 70Q: 3 clusters Score -507681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -507680.781250 Penalty: 4341.672363
	Iteration 71Q: 3 clusters Score -507680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -507682.062500 Penalty: 4341.672363
	Iteration 72Q: 3 clusters Score -507682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -507682.375000 Penalty: 4341.672363
	Iteration 73Q: 3 clusters Score -507682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -507682.093750 Penalty: 4341.672363
	Iteration 74Q: 3 clusters Score -507682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -507682.281250 Penalty: 4341.672363
	Iteration 75Q: 3 clusters Score -507682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -507682.937500 Penalty: 4341.672363
	Iteration 76Q: 3 clusters Score -507682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -507683.781250 Penalty: 4341.672363
	Iteration 77Q: 3 clusters Score -507683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -507683.781250 Penalty: 4341.672363
	Iteration 78F: 3 clusters Score -507683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (51175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Entering Unmasked Estep 
Score: -4578292.500000 Penalty: 2689.065430
	Iteration 0F: 2 clusters Score -4578292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4543800.500000 Penalty: 5378.130859
	Iteration 0F: 3 clusters Score -4543800 nChanged 23733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4556838.500000 Penalty: 5378.130859
	Iteration 1F: 3 clusters Score -4556838 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -4557300.500000 Penalty: 5378.130859
	Iteration 2Q: 3 clusters Score -4557300 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4557722.500000 Penalty: 5378.130859
	Iteration 3Q: 3 clusters Score -4557722 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4558066.500000 Penalty: 5378.130859
	Iteration 4Q: 3 clusters Score -4558066 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4558417.000000 Penalty: 5378.130859
	Iteration 5Q: 3 clusters Score -4558417 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -4558820.500000 Penalty: 5378.130859
	Iteration 6Q: 3 clusters Score -4558820 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -4559342.500000 Penalty: 5378.130859
	Iteration 7Q: 3 clusters Score -4559342 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -4559938.000000 Penalty: 5378.130859
	Iteration 8Q: 3 clusters Score -4559938 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4560704.000000 Penalty: 5378.130859
	Iteration 9Q: 3 clusters Score -4560704 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4561793.000000 Penalty: 5378.130859
	Iteration 10Q: 3 clusters Score -4561793 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4562992.000000 Penalty: 5378.130859
	Iteration 11Q: 3 clusters Score -4562992 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -4564319.500000 Penalty: 5378.130859
	Iteration 12Q: 3 clusters Score -4564320 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4565625.500000 Penalty: 5378.130859
	Iteration 13Q: 3 clusters Score -4565626 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4566925.000000 Penalty: 5378.130859
	Iteration 14Q: 3 clusters Score -4566925 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4568279.000000 Penalty: 5378.130859
	Iteration 15Q: 3 clusters Score -4568279 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4569515.500000 Penalty: 5378.130859
	Iteration 16Q: 3 clusters Score -4569516 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4570675.500000 Penalty: 5378.130859
	Iteration 17Q: 3 clusters Score -4570676 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -4571794.500000 Penalty: 5378.130859
	Iteration 18Q: 3 clusters Score -4571794 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -4572731.000000 Penalty: 5378.130859
	Iteration 19Q: 3 clusters Score -4572731 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -4573635.500000 Penalty: 5378.130859
	Iteration 20F: 3 clusters Score -4573636 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -4574323.000000 Penalty: 5378.130859
	Iteration 21Q: 3 clusters Score -4574323 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -4574890.500000 Penalty: 5378.130859
	Iteration 22Q: 3 clusters Score -4574890 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -4575264.500000 Penalty: 5378.130859
	Iteration 23Q: 3 clusters Score -4575264 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -4575546.000000 Penalty: 5378.130859
	Iteration 24Q: 3 clusters Score -4575546 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -4575726.500000 Penalty: 5378.130859
	Iteration 25Q: 3 clusters Score -4575726 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -4575864.500000 Penalty: 5378.130859
	Iteration 26Q: 3 clusters Score -4575864 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -4575976.500000 Penalty: 5378.130859
	Iteration 27Q: 3 clusters Score -4575976 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -4576051.500000 Penalty: 5378.130859
	Iteration 28Q: 3 clusters Score -4576052 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -4576136.000000 Penalty: 5378.130859
	Iteration 29Q: 3 clusters Score -4576136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -4576223.000000 Penalty: 5378.130859
	Iteration 30Q: 3 clusters Score -4576223 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -4576310.000000 Penalty: 5378.130859
	Iteration 31Q: 3 clusters Score -4576310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -4576394.500000 Penalty: 5378.130859
	Iteration 32Q: 3 clusters Score -4576394 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -4576477.000000 Penalty: 5378.130859
	Iteration 33Q: 3 clusters Score -4576477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -4576536.500000 Penalty: 5378.130859
	Iteration 34Q: 3 clusters Score -4576536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -4576565.000000 Penalty: 5378.130859
	Iteration 35Q: 3 clusters Score -4576565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -4576597.500000 Penalty: 5378.130859
	Iteration 36Q: 3 clusters Score -4576598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -4576601.000000 Penalty: 5378.130859
	Iteration 37Q: 3 clusters Score -4576601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -4576608.500000 Penalty: 5378.130859
	Iteration 38Q: 3 clusters Score -4576608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -4576619.500000 Penalty: 5378.130859
	Iteration 39Q: 3 clusters Score -4576620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -4576625.500000 Penalty: 5378.130859
	Iteration 40F: 3 clusters Score -4576626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -4576631.500000 Penalty: 5378.130859
	Iteration 41Q: 3 clusters Score -4576632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -4576631.000000 Penalty: 5378.130859
	Iteration 42Q: 3 clusters Score -4576631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -4576638.000000 Penalty: 5378.130859
	Iteration 43Q: 3 clusters Score -4576638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -4576644.500000 Penalty: 5378.130859
	Iteration 44Q: 3 clusters Score -4576644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -4576640.500000 Penalty: 5378.130859
	Iteration 45Q: 3 clusters Score -4576640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -4576637.500000 Penalty: 5378.130859
	Iteration 46Q: 3 clusters Score -4576638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -4576638.500000 Penalty: 5378.130859
	Iteration 47Q: 3 clusters Score -4576638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -4576639.000000 Penalty: 5378.130859
	Iteration 48Q: 3 clusters Score -4576639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -4576639.500000 Penalty: 5378.130859
	Iteration 49Q: 3 clusters Score -4576640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -4576639.500000 Penalty: 5378.130859
	Iteration 50F: 3 clusters Score -4576640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -227271.281250 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -227271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -224170.812500 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -224170.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -224788.359375 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -224788.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -224977.406250 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -224977.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -225122.484375 Penalty: 3921.830078
	Iteration 3F: 3 clusters Score -225122.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -225226.968750 Penalty: 3921.830078
	Iteration 4Q: 3 clusters Score -225227 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -225304.734375 Penalty: 3921.830078
	Iteration 5Q: 3 clusters Score -225304.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -225357.750000 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -225357.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -225398.171875 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -225398.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -225433.203125 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -225433.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -225464.953125 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -225465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -225486.468750 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -225486.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -225507.250000 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -225507.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -225524.765625 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -225524.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -225537.484375 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -225537.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -225548.609375 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -225548.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -225559.890625 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -225559.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -225571.484375 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -225571.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -225586.109375 Penalty: 3921.830078
	Iteration 17Q: 3 clusters Score -225586.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -225602.890625 Penalty: 3921.830078
	Iteration 18Q: 3 clusters Score -225602.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -225620.437500 Penalty: 3921.830078
	Iteration 19Q: 3 clusters Score -225620.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225636.656250 Penalty: 3921.830078
	Iteration 20F: 3 clusters Score -225636.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -225648.187500 Penalty: 3921.830078
	Iteration 21Q: 3 clusters Score -225648.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -225658.062500 Penalty: 3921.830078
	Iteration 22Q: 3 clusters Score -225658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -225665.187500 Penalty: 3921.830078
	Iteration 23Q: 3 clusters Score -225665.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225670.359375 Penalty: 3921.830078
	Iteration 24Q: 3 clusters Score -225670.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -225675.234375 Penalty: 3921.830078
	Iteration 25Q: 3 clusters Score -225675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -225677.921875 Penalty: 3921.830078
	Iteration 26Q: 3 clusters Score -225677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -225681.109375 Penalty: 3921.830078
	Iteration 27Q: 3 clusters Score -225681.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -225685.531250 Penalty: 3921.830078
	Iteration 28Q: 3 clusters Score -225685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -225688.468750 Penalty: 3921.830078
	Iteration 29Q: 3 clusters Score -225688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -225690.531250 Penalty: 3921.830078
	Iteration 30Q: 3 clusters Score -225690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -225692.421875 Penalty: 3921.830078
	Iteration 31Q: 3 clusters Score -225692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -225693.718750 Penalty: 3921.830078
	Iteration 32Q: 3 clusters Score -225693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -225694.796875 Penalty: 3921.830078
	Iteration 33Q: 3 clusters Score -225694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -225698.468750 Penalty: 3921.830078
	Iteration 34Q: 3 clusters Score -225698.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -225706.062500 Penalty: 3921.830078
	Iteration 35Q: 3 clusters Score -225706.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -225714.218750 Penalty: 3921.830078
	Iteration 36Q: 3 clusters Score -225714.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -225724.250000 Penalty: 3921.830078
	Iteration 37Q: 3 clusters Score -225724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -225728.500000 Penalty: 3921.830078
	Iteration 38Q: 3 clusters Score -225728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -225733.687500 Penalty: 3921.830078
	Iteration 39Q: 3 clusters Score -225733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -225739.437500 Penalty: 3921.830078
	Iteration 40F: 3 clusters Score -225739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -225742.000000 Penalty: 3921.830078
	Iteration 41Q: 3 clusters Score -225742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -225742.953125 Penalty: 3921.830078
	Iteration 42Q: 3 clusters Score -225743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -225744.796875 Penalty: 3921.830078
	Iteration 43Q: 3 clusters Score -225744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -225748.718750 Penalty: 3921.830078
	Iteration 44Q: 3 clusters Score -225748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -225752.437500 Penalty: 3921.830078
	Iteration 45Q: 3 clusters Score -225752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -225754.890625 Penalty: 3921.830078
	Iteration 46Q: 3 clusters Score -225754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -225756.171875 Penalty: 3921.830078
	Iteration 47Q: 3 clusters Score -225756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -225756.171875 Penalty: 3921.830078
	Iteration 48F: 3 clusters Score -225756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 27832 members 
Mstep: Class 5 contains 415773 members 
Mstep: Class 6 contains 61060 members 
Mstep: Class 7 contains 326049 members 
Mstep: Class 8 contains 20500 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22476 members 
Mstep: Class 17 contains 102343 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 8089 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 19006 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10038 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10094 members 
Mstep: Class 30 contains 5196 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 10024 members 
Mstep: Class 34 contains 5964 members 
Mstep: Class 35 contains 6671 members 
Mstep: Class 36 contains 6729 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 51175 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012216.000000 Penalty: 136387.296875
Iteration 239Q: 40 clusters Score -1.130122e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3139 members 
Mstep: Class 3 contains 20873 members 
Mstep: Class 4 contains 27882 members 
Mstep: Class 5 contains 415775 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326053 members 
Mstep: Class 8 contains 20478 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 16697 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22470 members 
Mstep: Class 17 contains 102342 members 
Mstep: Class 18 contains 4319 members 
Mstep: Class 19 contains 21028 members 
Mstep: Class 20 contains 8085 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 19005 members 
Mstep: Class 24 contains 27954 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26477 members 
Mstep: Class 27 contains 10040 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 10024 members 
Mstep: Class 34 contains 5965 members 
Mstep: Class 35 contains 6671 members 
Mstep: Class 36 contains 6731 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 51155 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012296.000000 Penalty: 136387.296875
Iteration 240F: 40 clusters Score -1.130123e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20870 members 
Mstep: Class 4 contains 27933 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326053 members 
Mstep: Class 8 contains 20456 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16697 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22459 members 
Mstep: Class 17 contains 102342 members 
Mstep: Class 18 contains 4321 members 
Mstep: Class 19 contains 21028 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6300 members 
Mstep: Class 23 contains 19007 members 
Mstep: Class 24 contains 27953 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26478 members 
Mstep: Class 27 contains 10042 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10089 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11029 members 
Mstep: Class 32 contains 11199 members 
Mstep: Class 33 contains 10026 members 
Mstep: Class 34 contains 5965 members 
Mstep: Class 35 contains 6669 members 
Mstep: Class 36 contains 6734 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 51129 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012240.000000 Penalty: 136387.296875
Iteration 241Q: 40 clusters Score -1.130122e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20871 members 
Mstep: Class 4 contains 27978 members 
Mstep: Class 5 contains 415777 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326053 members 
Mstep: Class 8 contains 20436 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22457 members 
Mstep: Class 17 contains 102342 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6300 members 
Mstep: Class 23 contains 19008 members 
Mstep: Class 24 contains 27952 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26476 members 
Mstep: Class 27 contains 10046 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10089 members 
Mstep: Class 30 contains 5196 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 11196 members 
Mstep: Class 33 contains 10029 members 
Mstep: Class 34 contains 5965 members 
Mstep: Class 35 contains 6667 members 
Mstep: Class 36 contains 6737 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 51107 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012280.000000 Penalty: 136387.296875
Iteration 242Q: 40 clusters Score -1.130123e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 28029 members 
Mstep: Class 5 contains 415776 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326052 members 
Mstep: Class 8 contains 20418 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22454 members 
Mstep: Class 17 contains 102341 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 21026 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 19008 members 
Mstep: Class 24 contains 27946 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26475 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11196 members 
Mstep: Class 33 contains 10029 members 
Mstep: Class 34 contains 5966 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6739 members 
Mstep: Class 37 contains 6329 members 
Mstep: Class 38 contains 51084 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012432.000000 Penalty: 136387.296875
Iteration 243Q: 40 clusters Score -1.130124e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20873 members 
Mstep: Class 4 contains 28070 members 
Mstep: Class 5 contains 415776 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326059 members 
Mstep: Class 8 contains 20391 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16702 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22451 members 
Mstep: Class 17 contains 102340 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 8071 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6303 members 
Mstep: Class 23 contains 19007 members 
Mstep: Class 24 contains 27943 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26475 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5191 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11196 members 
Mstep: Class 33 contains 10029 members 
Mstep: Class 34 contains 5967 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6740 members 
Mstep: Class 37 contains 6328 members 
Mstep: Class 38 contains 51069 members 
Mstep: Class 39 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012376.000000 Penalty: 136387.296875
Iteration 244Q: 40 clusters Score -1.130124e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20873 members 
Mstep: Class 4 contains 28108 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326055 members 
Mstep: Class 8 contains 20370 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22450 members 
Mstep: Class 17 contains 102339 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 21027 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 19008 members 
Mstep: Class 24 contains 27943 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10028 members 
Mstep: Class 34 contains 5969 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6740 members 
Mstep: Class 37 contains 6327 members 
Mstep: Class 38 contains 51058 members 
Mstep: Class 39 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012312.000000 Penalty: 136387.296875
Iteration 245Q: 40 clusters Score -1.130123e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 28147 members 
Mstep: Class 5 contains 415777 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326054 members 
Mstep: Class 8 contains 20344 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22447 members 
Mstep: Class 17 contains 102338 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 21029 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 19009 members 
Mstep: Class 24 contains 27940 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10029 members 
Mstep: Class 34 contains 5970 members 
Mstep: Class 35 contains 6665 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 6329 members 
Mstep: Class 38 contains 51045 members 
Mstep: Class 39 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012360.000000 Penalty: 136387.296875
Iteration 246Q: 40 clusters Score -1.130124e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 28190 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61055 members 
Mstep: Class 7 contains 326051 members 
Mstep: Class 8 contains 20322 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16708 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22440 members 
Mstep: Class 17 contains 102336 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 21031 members 
Mstep: Class 20 contains 8072 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6301 members 
Mstep: Class 23 contains 19009 members 
Mstep: Class 24 contains 27938 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10029 members 
Mstep: Class 34 contains 5970 members 
Mstep: Class 35 contains 6665 members 
Mstep: Class 36 contains 6742 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 51026 members 
Mstep: Class 39 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012392.000000 Penalty: 136387.296875
Iteration 247Q: 40 clusters Score -1.130124e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20871 members 
Mstep: Class 4 contains 28222 members 
Mstep: Class 5 contains 415779 members 
Mstep: Class 6 contains 61056 members 
Mstep: Class 7 contains 326051 members 
Mstep: Class 8 contains 20302 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16710 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22431 members 
Mstep: Class 17 contains 102335 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8073 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 19009 members 
Mstep: Class 24 contains 27935 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10030 members 
Mstep: Class 34 contains 5971 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 6744 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 51012 members 
Mstep: Class 39 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012352.000000 Penalty: 136387.296875
Iteration 248Q: 40 clusters Score -1.130124e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20869 members 
Mstep: Class 4 contains 28250 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61056 members 
Mstep: Class 7 contains 326049 members 
Mstep: Class 8 contains 20285 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16707 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22428 members 
Mstep: Class 17 contains 102335 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 8071 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 6303 members 
Mstep: Class 23 contains 19009 members 
Mstep: Class 24 contains 27931 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10031 members 
Mstep: Class 34 contains 5974 members 
Mstep: Class 35 contains 6665 members 
Mstep: Class 36 contains 6745 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 51006 members 
Mstep: Class 39 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012472.000000 Penalty: 136387.296875
Iteration 249Q: 40 clusters Score -1.130125e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20869 members 
Mstep: Class 4 contains 28275 members 
Mstep: Class 5 contains 415777 members 
Mstep: Class 6 contains 61056 members 
Mstep: Class 7 contains 326046 members 
Mstep: Class 8 contains 20269 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16705 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22427 members 
Mstep: Class 17 contains 102335 members 
Mstep: Class 18 contains 4328 members 
Mstep: Class 19 contains 21035 members 
Mstep: Class 20 contains 8068 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 19010 members 
Mstep: Class 24 contains 27929 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5202 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11193 members 
Mstep: Class 33 contains 10032 members 
Mstep: Class 34 contains 5977 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6747 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 51002 members 
Mstep: Class 39 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012416.000000 Penalty: 136387.296875
Iteration 250Q: 40 clusters Score -1.130124e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20867 members 
Mstep: Class 4 contains 28301 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61056 members 
Mstep: Class 7 contains 326052 members 
Mstep: Class 8 contains 20243 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22422 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 21036 members 
Mstep: Class 20 contains 8065 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 6305 members 
Mstep: Class 23 contains 19012 members 
Mstep: Class 24 contains 27927 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5203 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10033 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 6749 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 50996 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012464.000000 Penalty: 136387.296875
Iteration 251Q: 40 clusters Score -1.130125e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20864 members 
Mstep: Class 4 contains 28332 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61056 members 
Mstep: Class 7 contains 326053 members 
Mstep: Class 8 contains 20220 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22422 members 
Mstep: Class 17 contains 102333 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21036 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 6306 members 
Mstep: Class 23 contains 19016 members 
Mstep: Class 24 contains 27924 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26473 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10091 members 
Mstep: Class 30 contains 5202 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11197 members 
Mstep: Class 33 contains 10033 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 6749 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 50987 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012456.000000 Penalty: 136387.296875
Iteration 252Q: 40 clusters Score -1.130125e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20858 members 
Mstep: Class 4 contains 28362 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61055 members 
Mstep: Class 7 contains 326057 members 
Mstep: Class 8 contains 20194 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16702 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22421 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21035 members 
Mstep: Class 20 contains 8062 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 6307 members 
Mstep: Class 23 contains 19024 members 
Mstep: Class 24 contains 27922 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26472 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10090 members 
Mstep: Class 30 contains 5202 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11197 members 
Mstep: Class 33 contains 10036 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 6749 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 50982 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012496.000000 Penalty: 136387.296875
Iteration 253Q: 40 clusters Score -1.130125e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 20856 members 
Mstep: Class 4 contains 28393 members 
Mstep: Class 5 contains 415779 members 
Mstep: Class 6 contains 61055 members 
Mstep: Class 7 contains 326060 members 
Mstep: Class 8 contains 20161 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16701 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22420 members 
Mstep: Class 17 contains 102335 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21035 members 
Mstep: Class 20 contains 8062 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 6310 members 
Mstep: Class 23 contains 19033 members 
Mstep: Class 24 contains 27920 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10087 members 
Mstep: Class 30 contains 5201 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11196 members 
Mstep: Class 33 contains 10039 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 50977 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012472.000000 Penalty: 136387.296875
Iteration 254Q: 40 clusters Score -1.130125e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20854 members 
Mstep: Class 4 contains 28419 members 
Mstep: Class 5 contains 415778 members 
Mstep: Class 6 contains 61055 members 
Mstep: Class 7 contains 326064 members 
Mstep: Class 8 contains 20141 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11111 members 
Mstep: Class 16 contains 22415 members 
Mstep: Class 17 contains 102336 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21035 members 
Mstep: Class 20 contains 8061 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 19038 members 
Mstep: Class 24 contains 27917 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10085 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10043 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 50973 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012368.000000 Penalty: 136387.296875
Iteration 255Q: 40 clusters Score -1.130124e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20853 members 
Mstep: Class 4 contains 28445 members 
Mstep: Class 5 contains 415777 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326066 members 
Mstep: Class 8 contains 20118 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102335 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21035 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19046 members 
Mstep: Class 24 contains 27914 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6663 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 50971 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012296.000000 Penalty: 136387.296875
Iteration 256Q: 40 clusters Score -1.130123e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28466 members 
Mstep: Class 5 contains 415776 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326064 members 
Mstep: Class 8 contains 20108 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102335 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27912 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10045 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 50966 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012344.000000 Penalty: 136387.296875
Iteration 257Q: 40 clusters Score -1.130123e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 415774 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326063 members 
Mstep: Class 8 contains 20102 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27911 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10045 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 50961 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012328.000000 Penalty: 136387.296875
Iteration 258Q: 40 clusters Score -1.130123e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28495 members 
Mstep: Class 5 contains 415772 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326062 members 
Mstep: Class 8 contains 20094 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27911 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6333 members 
Mstep: Class 38 contains 50957 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012320.000000 Penalty: 136387.296875
Iteration 259Q: 40 clusters Score -1.130123e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 415770 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326061 members 
Mstep: Class 8 contains 20087 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7042 members 
Mstep: Class 22 contains 6310 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27912 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6332 members 
Mstep: Class 38 contains 50955 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012264.000000 Penalty: 136387.296875
Iteration 260F: 40 clusters Score -1.130123e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28515 members 
Mstep: Class 5 contains 415769 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326062 members 
Mstep: Class 8 contains 20079 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27913 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 50952 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012344.000000 Penalty: 136387.296875
Iteration 261Q: 40 clusters Score -1.130123e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28524 members 
Mstep: Class 5 contains 415769 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326062 members 
Mstep: Class 8 contains 20077 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6312 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27910 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26470 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11193 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 50947 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012320.000000 Penalty: 136387.296875
Iteration 262Q: 40 clusters Score -1.130123e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28529 members 
Mstep: Class 5 contains 415769 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326063 members 
Mstep: Class 8 contains 20073 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16698 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27910 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11193 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012368.000000 Penalty: 136387.296875
Iteration 263Q: 40 clusters Score -1.130124e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28535 members 
Mstep: Class 5 contains 415769 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326062 members 
Mstep: Class 8 contains 20070 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11033 members 
Mstep: Class 32 contains 11193 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012392.000000 Penalty: 136387.296875
Iteration 264Q: 40 clusters Score -1.130124e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28539 members 
Mstep: Class 5 contains 415768 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326061 members 
Mstep: Class 8 contains 20065 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22413 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21031 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11193 members 
Mstep: Class 33 contains 10045 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6331 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012368.000000 Penalty: 136387.296875
Iteration 265Q: 40 clusters Score -1.130124e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28545 members 
Mstep: Class 5 contains 415768 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 326063 members 
Mstep: Class 8 contains 20059 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15418 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22412 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21031 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10044 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012384.000000 Penalty: 136387.296875
Iteration 266Q: 40 clusters Score -1.130124e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28549 members 
Mstep: Class 5 contains 415768 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326063 members 
Mstep: Class 8 contains 20054 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21032 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10045 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012360.000000 Penalty: 136387.296875
Iteration 267Q: 40 clusters Score -1.130124e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28552 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326063 members 
Mstep: Class 8 contains 20051 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10045 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012424.000000 Penalty: 136387.296875
Iteration 268Q: 40 clusters Score -1.130124e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28556 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326063 members 
Mstep: Class 8 contains 20047 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5200 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012400.000000 Penalty: 136387.296875
Iteration 269Q: 40 clusters Score -1.130124e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28556 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326064 members 
Mstep: Class 8 contains 20047 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012424.000000 Penalty: 136387.296875
Iteration 270Q: 40 clusters Score -1.130124e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28557 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326065 members 
Mstep: Class 8 contains 20045 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012440.000000 Penalty: 136387.296875
Iteration 271Q: 40 clusters Score -1.130124e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326065 members 
Mstep: Class 8 contains 20043 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8382 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16705 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012440.000000 Penalty: 136387.296875
Iteration 272Q: 40 clusters Score -1.130124e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326066 members 
Mstep: Class 8 contains 20042 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012432.000000 Penalty: 136387.296875
Iteration 273Q: 40 clusters Score -1.130124e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326067 members 
Mstep: Class 8 contains 20042 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012416.000000 Penalty: 136387.296875
Iteration 274Q: 40 clusters Score -1.130124e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326067 members 
Mstep: Class 8 contains 20042 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113012416.000000 Penalty: 136387.296875
Iteration 275F: 40 clusters Score -1.130124e+08 nChanged 0
Entering ConstructFrom: 
Score: -113012416.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (3234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Entering Unmasked Estep 
Score: -275060.812500 Penalty: 2004.205811
	Iteration 0F: 2 clusters Score -275060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -271643.000000 Penalty: 4008.411621
	Iteration 0F: 3 clusters Score -271643 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -272436.937500 Penalty: 4008.411621
	Iteration 1F: 3 clusters Score -272436.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -272657.062500 Penalty: 4008.411621
	Iteration 2F: 3 clusters Score -272657.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -272784.468750 Penalty: 4008.411621
	Iteration 3F: 3 clusters Score -272784.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -272873.218750 Penalty: 4008.411621
	Iteration 4Q: 3 clusters Score -272873.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -272929.406250 Penalty: 4008.411621
	Iteration 5Q: 3 clusters Score -272929.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -272967.906250 Penalty: 4008.411621
	Iteration 6Q: 3 clusters Score -272967.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -273000.312500 Penalty: 4008.411621
	Iteration 7Q: 3 clusters Score -273000.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -273030.437500 Penalty: 4008.411621
	Iteration 8Q: 3 clusters Score -273030.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -273053.312500 Penalty: 4008.411621
	Iteration 9Q: 3 clusters Score -273053.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -273082.000000 Penalty: 4008.411621
	Iteration 10Q: 3 clusters Score -273082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -273103.343750 Penalty: 4008.411621
	Iteration 11Q: 3 clusters Score -273103.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -273119.718750 Penalty: 4008.411621
	Iteration 12Q: 3 clusters Score -273119.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -273140.531250 Penalty: 4008.411621
	Iteration 13Q: 3 clusters Score -273140.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -273159.250000 Penalty: 4008.411621
	Iteration 14Q: 3 clusters Score -273159.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -273178.312500 Penalty: 4008.411621
	Iteration 15Q: 3 clusters Score -273178.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -273196.031250 Penalty: 4008.411621
	Iteration 16Q: 3 clusters Score -273196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -273215.531250 Penalty: 4008.411621
	Iteration 17Q: 3 clusters Score -273215.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -273235.781250 Penalty: 4008.411621
	Iteration 18Q: 3 clusters Score -273235.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -273260.812500 Penalty: 4008.411621
	Iteration 19Q: 3 clusters Score -273260.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -273285.562500 Penalty: 4008.411621
	Iteration 20F: 3 clusters Score -273285.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -273307.687500 Penalty: 4008.411621
	Iteration 21Q: 3 clusters Score -273307.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -273327.031250 Penalty: 4008.411621
	Iteration 22Q: 3 clusters Score -273327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -273352.562500 Penalty: 4008.411621
	Iteration 23Q: 3 clusters Score -273352.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -273377.531250 Penalty: 4008.411621
	Iteration 24Q: 3 clusters Score -273377.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -273400.000000 Penalty: 4008.411621
	Iteration 25Q: 3 clusters Score -273400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -273422.250000 Penalty: 4008.411621
	Iteration 26Q: 3 clusters Score -273422.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -273446.562500 Penalty: 4008.411621
	Iteration 27Q: 3 clusters Score -273446.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -273473.218750 Penalty: 4008.411621
	Iteration 28Q: 3 clusters Score -273473.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -273498.875000 Penalty: 4008.411621
	Iteration 29Q: 3 clusters Score -273498.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -273524.468750 Penalty: 4008.411621
	Iteration 30Q: 3 clusters Score -273524.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -273547.343750 Penalty: 4008.411621
	Iteration 31Q: 3 clusters Score -273547.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -273568.031250 Penalty: 4008.411621
	Iteration 32Q: 3 clusters Score -273568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -273596.656250 Penalty: 4008.411621
	Iteration 33Q: 3 clusters Score -273596.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -273620.437500 Penalty: 4008.411621
	Iteration 34Q: 3 clusters Score -273620.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -273634.343750 Penalty: 4008.411621
	Iteration 35Q: 3 clusters Score -273634.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -273648.000000 Penalty: 4008.411621
	Iteration 36Q: 3 clusters Score -273648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -273657.593750 Penalty: 4008.411621
	Iteration 37Q: 3 clusters Score -273657.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -273667.468750 Penalty: 4008.411621
	Iteration 38Q: 3 clusters Score -273667.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -273674.125000 Penalty: 4008.411621
	Iteration 39Q: 3 clusters Score -273674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -273680.031250 Penalty: 4008.411621
	Iteration 40F: 3 clusters Score -273680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -273683.156250 Penalty: 4008.411621
	Iteration 41Q: 3 clusters Score -273683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -273686.156250 Penalty: 4008.411621
	Iteration 42Q: 3 clusters Score -273686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -273689.187500 Penalty: 4008.411621
	Iteration 43Q: 3 clusters Score -273689.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -273696.500000 Penalty: 4008.411621
	Iteration 44Q: 3 clusters Score -273696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -273700.968750 Penalty: 4008.411621
	Iteration 45Q: 3 clusters Score -273701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -273705.875000 Penalty: 4008.411621
	Iteration 46Q: 3 clusters Score -273705.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -273708.562500 Penalty: 4008.411621
	Iteration 47Q: 3 clusters Score -273708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -273711.437500 Penalty: 4008.411621
	Iteration 48Q: 3 clusters Score -273711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -273712.218750 Penalty: 4008.411621
	Iteration 49Q: 3 clusters Score -273712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -273712.906250 Penalty: 4008.411621
	Iteration 50Q: 3 clusters Score -273712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -273712.906250 Penalty: 4008.411621
	Iteration 51F: 3 clusters Score -273712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -275001.468750 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -275001.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -271616.531250 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -271616.5 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -272305.718750 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -272305.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -272459.937500 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -272459.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -272562.500000 Penalty: 3993.939209
	Iteration 3Q: 3 clusters Score -272562.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -272657.250000 Penalty: 3993.939209
	Iteration 4Q: 3 clusters Score -272657.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -272726.562500 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -272726.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -272777.843750 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -272777.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -272827.406250 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -272827.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -272869.312500 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -272869.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -272906.062500 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -272906.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -272930.500000 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -272930.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -272957.437500 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -272957.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -272982.468750 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -272982.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -273004.000000 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -273004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -273023.312500 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -273023.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -273032.031250 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -273032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -273038.968750 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -273039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -273043.156250 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -273043.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -273051.437500 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -273051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -273057.718750 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -273057.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -273065.687500 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -273065.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -273071.250000 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -273071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -273078.312500 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -273078.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -273083.812500 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -273083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -273088.156250 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -273088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -273091.625000 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -273091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -273094.031250 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -273094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -273098.187500 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -273098.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -273103.875000 Penalty: 3993.939209
	Iteration 28Q: 3 clusters Score -273103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -273105.968750 Penalty: 3993.939209
	Iteration 29Q: 3 clusters Score -273106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -273108.968750 Penalty: 3993.939209
	Iteration 30Q: 3 clusters Score -273109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -273110.781250 Penalty: 3993.939209
	Iteration 31Q: 3 clusters Score -273110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -273110.656250 Penalty: 3993.939209
	Iteration 32Q: 3 clusters Score -273110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -273110.656250 Penalty: 3993.939209
	Iteration 33F: 3 clusters Score -273110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Entering Unmasked Estep 
Score: -1791839.750000 Penalty: 2466.387207
	Iteration 0F: 2 clusters Score -1791840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1777187.250000 Penalty: 4932.774414
	Iteration 0F: 3 clusters Score -1777187 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1782445.000000 Penalty: 4932.774414
	Iteration 1F: 3 clusters Score -1782445 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1783293.875000 Penalty: 4932.774414
	Iteration 2F: 3 clusters Score -1783294 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1784331.250000 Penalty: 4932.774414
	Iteration 3F: 3 clusters Score -1784331 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1785409.500000 Penalty: 4932.774414
	Iteration 4F: 3 clusters Score -1785410 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1786462.500000 Penalty: 4932.774414
	Iteration 5F: 3 clusters Score -1786462 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1787308.000000 Penalty: 4932.774414
	Iteration 6F: 3 clusters Score -1787308 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1787995.250000 Penalty: 4932.774414
	Iteration 7Q: 3 clusters Score -1787995 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1788603.500000 Penalty: 4932.774414
	Iteration 8Q: 3 clusters Score -1788604 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1789171.125000 Penalty: 4932.774414
	Iteration 9Q: 3 clusters Score -1789171 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1789649.375000 Penalty: 4932.774414
	Iteration 10Q: 3 clusters Score -1789649 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1789992.000000 Penalty: 4932.774414
	Iteration 11Q: 3 clusters Score -1789992 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1790236.250000 Penalty: 4932.774414
	Iteration 12Q: 3 clusters Score -1790236 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1790423.500000 Penalty: 4932.774414
	Iteration 13Q: 3 clusters Score -1790424 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1790565.000000 Penalty: 4932.774414
	Iteration 14Q: 3 clusters Score -1790565 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1790642.000000 Penalty: 4932.774414
	Iteration 15Q: 3 clusters Score -1790642 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1790697.250000 Penalty: 4932.774414
	Iteration 16Q: 3 clusters Score -1790697 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1790735.875000 Penalty: 4932.774414
	Iteration 17Q: 3 clusters Score -1790736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1790749.375000 Penalty: 4932.774414
	Iteration 18Q: 3 clusters Score -1790749 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1790780.375000 Penalty: 4932.774414
	Iteration 19Q: 3 clusters Score -1790780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1790791.875000 Penalty: 4932.774414
	Iteration 20F: 3 clusters Score -1790792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1790799.375000 Penalty: 4932.774414
	Iteration 21Q: 3 clusters Score -1790799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1790802.750000 Penalty: 4932.774414
	Iteration 22Q: 3 clusters Score -1790803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1790810.625000 Penalty: 4932.774414
	Iteration 23Q: 3 clusters Score -1790811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1790812.000000 Penalty: 4932.774414
	Iteration 24Q: 3 clusters Score -1790812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1790816.375000 Penalty: 4932.774414
	Iteration 25Q: 3 clusters Score -1790816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1790820.250000 Penalty: 4932.774414
	Iteration 26Q: 3 clusters Score -1790820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1790822.500000 Penalty: 4932.774414
	Iteration 27Q: 3 clusters Score -1790822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1790825.625000 Penalty: 4932.774414
	Iteration 28Q: 3 clusters Score -1790826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1790824.500000 Penalty: 4932.774414
	Iteration 29Q: 3 clusters Score -1790824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1790826.000000 Penalty: 4932.774414
	Iteration 30Q: 3 clusters Score -1790826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1790825.500000 Penalty: 4932.774414
	Iteration 31Q: 3 clusters Score -1790826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1790826.625000 Penalty: 4932.774414
	Iteration 32Q: 3 clusters Score -1790827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1790830.500000 Penalty: 4932.774414
	Iteration 33Q: 3 clusters Score -1790830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1790829.750000 Penalty: 4932.774414
	Iteration 34Q: 3 clusters Score -1790830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1790831.000000 Penalty: 4932.774414
	Iteration 35Q: 3 clusters Score -1790831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1790829.000000 Penalty: 4932.774414
	Iteration 36Q: 3 clusters Score -1790829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1790830.500000 Penalty: 4932.774414
	Iteration 37Q: 3 clusters Score -1790830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1790830.500000 Penalty: 4932.774414
	Iteration 38F: 3 clusters Score -1790830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Entering Unmasked Estep 
Score: -2519350.250000 Penalty: 2544.403564
	Iteration 0F: 2 clusters Score -2519350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2499794.750000 Penalty: 5088.807129
	Iteration 0F: 3 clusters Score -2499795 nChanged 12823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2506673.250000 Penalty: 5088.807129
	Iteration 1F: 3 clusters Score -2506673 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2507137.750000 Penalty: 5088.807129
	Iteration 2Q: 3 clusters Score -2507138 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2507569.000000 Penalty: 5088.807129
	Iteration 3Q: 3 clusters Score -2507569 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2507987.500000 Penalty: 5088.807129
	Iteration 4Q: 3 clusters Score -2507988 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2508377.250000 Penalty: 5088.807129
	Iteration 5Q: 3 clusters Score -2508377 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2508891.750000 Penalty: 5088.807129
	Iteration 6Q: 3 clusters Score -2508892 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2509537.250000 Penalty: 5088.807129
	Iteration 7Q: 3 clusters Score -2509537 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2510479.750000 Penalty: 5088.807129
	Iteration 8F: 3 clusters Score -2510480 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2511752.250000 Penalty: 5088.807129
	Iteration 9F: 3 clusters Score -2511752 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2513225.000000 Penalty: 5088.807129
	Iteration 10F: 3 clusters Score -2513225 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2514681.750000 Penalty: 5088.807129
	Iteration 11F: 3 clusters Score -2514682 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -2515811.750000 Penalty: 5088.807129
	Iteration 12Q: 3 clusters Score -2515812 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -2516429.500000 Penalty: 5088.807129
	Iteration 13Q: 3 clusters Score -2516430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -2516759.500000 Penalty: 5088.807129
	Iteration 14Q: 3 clusters Score -2516760 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -2516917.750000 Penalty: 5088.807129
	Iteration 15Q: 3 clusters Score -2516918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -2517004.250000 Penalty: 5088.807129
	Iteration 16Q: 3 clusters Score -2517004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -2517042.000000 Penalty: 5088.807129
	Iteration 17Q: 3 clusters Score -2517042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -2517081.000000 Penalty: 5088.807129
	Iteration 18Q: 3 clusters Score -2517081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -2517103.250000 Penalty: 5088.807129
	Iteration 19Q: 3 clusters Score -2517103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -2517124.500000 Penalty: 5088.807129
	Iteration 20F: 3 clusters Score -2517124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -2517144.000000 Penalty: 5088.807129
	Iteration 21Q: 3 clusters Score -2517144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -2517151.750000 Penalty: 5088.807129
	Iteration 22Q: 3 clusters Score -2517152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -2517165.250000 Penalty: 5088.807129
	Iteration 23Q: 3 clusters Score -2517165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -2517172.250000 Penalty: 5088.807129
	Iteration 24Q: 3 clusters Score -2517172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -2517187.750000 Penalty: 5088.807129
	Iteration 25Q: 3 clusters Score -2517188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -2517191.750000 Penalty: 5088.807129
	Iteration 26Q: 3 clusters Score -2517192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -2517195.000000 Penalty: 5088.807129
	Iteration 27Q: 3 clusters Score -2517195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -2517201.250000 Penalty: 5088.807129
	Iteration 28Q: 3 clusters Score -2517201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -2517205.750000 Penalty: 5088.807129
	Iteration 29Q: 3 clusters Score -2517206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -2517207.500000 Penalty: 5088.807129
	Iteration 30Q: 3 clusters Score -2517208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -2517207.500000 Penalty: 5088.807129
	Iteration 31F: 3 clusters Score -2517208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (415767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415767 members 
Entering Unmasked Estep 
Score: -36714988.000000 Penalty: 3208.594482
	Iteration 0F: 2 clusters Score -3.671499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208357 members 
Mstep: Class 2 contains 207410 members 
Entering Unmasked Estep 
Score: -36434588.000000 Penalty: 6417.188965
	Iteration 0F: 3 clusters Score -3.643459e+07 nChanged 202424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223511 members 
Mstep: Class 2 contains 192256 members 
Entering Unmasked Estep 
Score: -36556232.000000 Penalty: 6417.188965
	Iteration 1F: 3 clusters Score -3.655623e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232357 members 
Mstep: Class 2 contains 183410 members 
Entering Unmasked Estep 
Score: -36558600.000000 Penalty: 6417.188965
	Iteration 2Q: 3 clusters Score -3.65586e+07 nChanged 14555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246182 members 
Mstep: Class 2 contains 169585 members 
Entering Unmasked Estep 
Score: -36563268.000000 Penalty: 6417.188965
	Iteration 3Q: 3 clusters Score -3.656327e+07 nChanged 21426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267422 members 
Mstep: Class 2 contains 148345 members 
Entering Unmasked Estep 
Score: -36573724.000000 Penalty: 6417.188965
	Iteration 4F: 3 clusters Score -3.657372e+07 nChanged 31169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298561 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -36594724.000000 Penalty: 6417.188965
	Iteration 5F: 3 clusters Score -3.659472e+07 nChanged 40568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339127 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -36631476.000000 Penalty: 6417.188965
	Iteration 6F: 3 clusters Score -3.663148e+07 nChanged 40709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379836 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -36674440.000000 Penalty: 6417.188965
	Iteration 7F: 3 clusters Score -3.667444e+07 nChanged 25458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405294 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -36701588.000000 Penalty: 6417.188965
	Iteration 8F: 3 clusters Score -3.670159e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413737 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -36710072.000000 Penalty: 6417.188965
	Iteration 9Q: 3 clusters Score -3.671007e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415307 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -36711548.000000 Penalty: 6417.188965
	Iteration 10Q: 3 clusters Score -3.671155e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415526 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36711864.000000 Penalty: 6417.188965
	Iteration 11Q: 3 clusters Score -3.671186e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415567 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36711956.000000 Penalty: 6417.188965
	Iteration 12Q: 3 clusters Score -3.671196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415579 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36712016.000000 Penalty: 6417.188965
	Iteration 13Q: 3 clusters Score -3.671202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415587 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36712024.000000 Penalty: 6417.188965
	Iteration 14Q: 3 clusters Score -3.671202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415589 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36712000.000000 Penalty: 6417.188965
	Iteration 15Q: 3 clusters Score -3.6712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415589 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36712032.000000 Penalty: 6417.188965
	Iteration 16Q: 3 clusters Score -3.671203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415586 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36712056.000000 Penalty: 6417.188965
	Iteration 17Q: 3 clusters Score -3.671206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415588 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36712056.000000 Penalty: 6417.188965
	Iteration 18Q: 3 clusters Score -3.671206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415590 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36712060.000000 Penalty: 6417.188965
	Iteration 19Q: 3 clusters Score -3.671206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415592 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36712056.000000 Penalty: 6417.188965
	Iteration 20F: 3 clusters Score -3.671206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415592 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36712052.000000 Penalty: 6417.188965
	Iteration 21Q: 3 clusters Score -3.671205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415593 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36712060.000000 Penalty: 6417.188965
	Iteration 22Q: 3 clusters Score -3.671206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415593 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36712076.000000 Penalty: 6417.188965
	Iteration 23Q: 3 clusters Score -3.671208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415593 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36712076.000000 Penalty: 6417.188965
	Iteration 24F: 3 clusters Score -3.671208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Entering Unmasked Estep 
Score: -5425103.000000 Penalty: 2732.835449
	Iteration 0F: 2 clusters Score -5425103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -5384123.000000 Penalty: 5465.670898
	Iteration 0F: 3 clusters Score -5384123 nChanged 28518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5400557.000000 Penalty: 5465.670898
	Iteration 1F: 3 clusters Score -5400557 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -5401943.500000 Penalty: 5465.670898
	Iteration 2F: 3 clusters Score -5401944 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5404130.500000 Penalty: 5465.670898
	Iteration 3F: 3 clusters Score -5404130 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -5407273.500000 Penalty: 5465.670898
	Iteration 4F: 3 clusters Score -5407274 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5411273.500000 Penalty: 5465.670898
	Iteration 5F: 3 clusters Score -5411274 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -5415101.000000 Penalty: 5465.670898
	Iteration 6F: 3 clusters Score -5415101 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5418111.000000 Penalty: 5465.670898
	Iteration 7F: 3 clusters Score -5418111 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -5420182.500000 Penalty: 5465.670898
	Iteration 8Q: 3 clusters Score -5420182 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5421389.500000 Penalty: 5465.670898
	Iteration 9Q: 3 clusters Score -5421390 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5422051.000000 Penalty: 5465.670898
	Iteration 10Q: 3 clusters Score -5422051 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5422390.000000 Penalty: 5465.670898
	Iteration 11Q: 3 clusters Score -5422390 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5422551.500000 Penalty: 5465.670898
	Iteration 12Q: 3 clusters Score -5422552 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5422646.500000 Penalty: 5465.670898
	Iteration 13Q: 3 clusters Score -5422646 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5422726.000000 Penalty: 5465.670898
	Iteration 14Q: 3 clusters Score -5422726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5422773.500000 Penalty: 5465.670898
	Iteration 15Q: 3 clusters Score -5422774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5422804.000000 Penalty: 5465.670898
	Iteration 16Q: 3 clusters Score -5422804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5422828.000000 Penalty: 5465.670898
	Iteration 17Q: 3 clusters Score -5422828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5422844.500000 Penalty: 5465.670898
	Iteration 18Q: 3 clusters Score -5422844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5422850.500000 Penalty: 5465.670898
	Iteration 19Q: 3 clusters Score -5422850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5422872.500000 Penalty: 5465.670898
	Iteration 20F: 3 clusters Score -5422872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5422885.500000 Penalty: 5465.670898
	Iteration 21Q: 3 clusters Score -5422886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5422894.000000 Penalty: 5465.670898
	Iteration 22Q: 3 clusters Score -5422894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5422893.500000 Penalty: 5465.670898
	Iteration 23Q: 3 clusters Score -5422894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5422891.500000 Penalty: 5465.670898
	Iteration 24Q: 3 clusters Score -5422892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5422905.000000 Penalty: 5465.670898
	Iteration 25Q: 3 clusters Score -5422905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5422903.000000 Penalty: 5465.670898
	Iteration 26Q: 3 clusters Score -5422903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5422909.500000 Penalty: 5465.670898
	Iteration 27Q: 3 clusters Score -5422910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5422910.000000 Penalty: 5465.670898
	Iteration 28Q: 3 clusters Score -5422910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5422910.000000 Penalty: 5465.670898
	Iteration 29Q: 3 clusters Score -5422910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5422916.500000 Penalty: 5465.670898
	Iteration 30Q: 3 clusters Score -5422916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5422920.500000 Penalty: 5465.670898
	Iteration 31Q: 3 clusters Score -5422920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5422912.500000 Penalty: 5465.670898
	Iteration 32Q: 3 clusters Score -5422912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5422916.500000 Penalty: 5465.670898
	Iteration 33Q: 3 clusters Score -5422916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5422916.000000 Penalty: 5465.670898
	Iteration 34Q: 3 clusters Score -5422916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5422914.500000 Penalty: 5465.670898
	Iteration 35Q: 3 clusters Score -5422914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5422919.000000 Penalty: 5465.670898
	Iteration 36Q: 3 clusters Score -5422919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5422920.000000 Penalty: 5465.670898
	Iteration 37Q: 3 clusters Score -5422920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5422916.000000 Penalty: 5465.670898
	Iteration 38Q: 3 clusters Score -5422916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5422913.000000 Penalty: 5465.670898
	Iteration 39Q: 3 clusters Score -5422913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5422912.500000 Penalty: 5465.670898
	Iteration 40F: 3 clusters Score -5422912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5422916.000000 Penalty: 5465.670898
	Iteration 41Q: 3 clusters Score -5422916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5422912.500000 Penalty: 5465.670898
	Iteration 42Q: 3 clusters Score -5422912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5422915.500000 Penalty: 5465.670898
	Iteration 43Q: 3 clusters Score -5422916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5422915.000000 Penalty: 5465.670898
	Iteration 44Q: 3 clusters Score -5422915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5422914.000000 Penalty: 5465.670898
	Iteration 45Q: 3 clusters Score -5422914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5422917.500000 Penalty: 5465.670898
	Iteration 46Q: 3 clusters Score -5422918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5422924.500000 Penalty: 5465.670898
	Iteration 47Q: 3 clusters Score -5422924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5422919.500000 Penalty: 5465.670898
	Iteration 48Q: 3 clusters Score -5422920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5422917.000000 Penalty: 5465.670898
	Iteration 49Q: 3 clusters Score -5422917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5422917.500000 Penalty: 5465.670898
	Iteration 50Q: 3 clusters Score -5422918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5422923.500000 Penalty: 5465.670898
	Iteration 51Q: 3 clusters Score -5422924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5422920.500000 Penalty: 5465.670898
	Iteration 52Q: 3 clusters Score -5422920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5422918.500000 Penalty: 5465.670898
	Iteration 53Q: 3 clusters Score -5422918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5422926.000000 Penalty: 5465.670898
	Iteration 54Q: 3 clusters Score -5422926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5422916.500000 Penalty: 5465.670898
	Iteration 55Q: 3 clusters Score -5422916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5422913.000000 Penalty: 5465.670898
	Iteration 56Q: 3 clusters Score -5422913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5422910.500000 Penalty: 5465.670898
	Iteration 57Q: 3 clusters Score -5422910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5422912.000000 Penalty: 5465.670898
	Iteration 58Q: 3 clusters Score -5422912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5422910.000000 Penalty: 5465.670898
	Iteration 59Q: 3 clusters Score -5422910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5422908.000000 Penalty: 5465.670898
	Iteration 60F: 3 clusters Score -5422908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (326067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326067 members 
Entering Unmasked Estep 
Score: -28799764.000000 Penalty: 3148.324951
	Iteration 0F: 2 clusters Score -2.879976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -28581396.000000 Penalty: 6296.649902
	Iteration 0F: 3 clusters Score -2.85814e+07 nChanged 158023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170463 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -28674176.000000 Penalty: 6296.649902
	Iteration 1F: 3 clusters Score -2.867418e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174806 members 
Mstep: Class 2 contains 151261 members 
Entering Unmasked Estep 
Score: -28675786.000000 Penalty: 6296.649902
	Iteration 2Q: 3 clusters Score -2.867579e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181630 members 
Mstep: Class 2 contains 144437 members 
Entering Unmasked Estep 
Score: -28678874.000000 Penalty: 6296.649902
	Iteration 3Q: 3 clusters Score -2.867887e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192082 members 
Mstep: Class 2 contains 133985 members 
Entering Unmasked Estep 
Score: -28683592.000000 Penalty: 6296.649902
	Iteration 4Q: 3 clusters Score -2.868359e+07 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207822 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -28692470.000000 Penalty: 6296.649902
	Iteration 5Q: 3 clusters Score -2.869247e+07 nChanged 22611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -28708368.000000 Penalty: 6296.649902
	Iteration 6F: 3 clusters Score -2.870837e+07 nChanged 28455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258754 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -28733062.000000 Penalty: 6296.649902
	Iteration 7F: 3 clusters Score -2.873306e+07 nChanged 29379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288133 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -28761110.000000 Penalty: 6296.649902
	Iteration 8F: 3 clusters Score -2.876111e+07 nChanged 21669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309802 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -28781998.000000 Penalty: 6296.649902
	Iteration 9F: 3 clusters Score -2.8782e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320749 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -28792084.000000 Penalty: 6296.649902
	Iteration 10Q: 3 clusters Score -2.879208e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324554 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -28795526.000000 Penalty: 6296.649902
	Iteration 11Q: 3 clusters Score -2.879553e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325549 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -28796472.000000 Penalty: 6296.649902
	Iteration 12Q: 3 clusters Score -2.879647e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325766 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28796768.000000 Penalty: 6296.649902
	Iteration 13Q: 3 clusters Score -2.879677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325822 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28796846.000000 Penalty: 6296.649902
	Iteration 14Q: 3 clusters Score -2.879685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325840 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28796876.000000 Penalty: 6296.649902
	Iteration 15Q: 3 clusters Score -2.879688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325848 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28796940.000000 Penalty: 6296.649902
	Iteration 16Q: 3 clusters Score -2.879694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325847 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28796944.000000 Penalty: 6296.649902
	Iteration 17Q: 3 clusters Score -2.879694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325849 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28796948.000000 Penalty: 6296.649902
	Iteration 18Q: 3 clusters Score -2.879695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325850 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28796948.000000 Penalty: 6296.649902
	Iteration 19Q: 3 clusters Score -2.879695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325850 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28796964.000000 Penalty: 6296.649902
	Iteration 20F: 3 clusters Score -2.879696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325850 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28796960.000000 Penalty: 6296.649902
	Iteration 21Q: 3 clusters Score -2.879696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325850 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28796960.000000 Penalty: 6296.649902
	Iteration 22F: 3 clusters Score -2.879696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Entering Unmasked Estep 
Score: -1761795.500000 Penalty: 2456.585205
	Iteration 0F: 2 clusters Score -1761796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1747671.875000 Penalty: 4913.170410
	Iteration 0F: 3 clusters Score -1747672 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1752356.500000 Penalty: 4913.170410
	Iteration 1F: 3 clusters Score -1752356 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1752728.500000 Penalty: 4913.170410
	Iteration 2F: 3 clusters Score -1752728 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1753032.375000 Penalty: 4913.170410
	Iteration 3Q: 3 clusters Score -1753032 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1753307.625000 Penalty: 4913.170410
	Iteration 4Q: 3 clusters Score -1753308 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1753579.125000 Penalty: 4913.170410
	Iteration 5Q: 3 clusters Score -1753579 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1753853.375000 Penalty: 4913.170410
	Iteration 6Q: 3 clusters Score -1753853 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1754130.875000 Penalty: 4913.170410
	Iteration 7Q: 3 clusters Score -1754131 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1754430.500000 Penalty: 4913.170410
	Iteration 8Q: 3 clusters Score -1754430 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1754770.625000 Penalty: 4913.170410
	Iteration 9Q: 3 clusters Score -1754771 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1755160.750000 Penalty: 4913.170410
	Iteration 10Q: 3 clusters Score -1755161 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1755648.500000 Penalty: 4913.170410
	Iteration 11Q: 3 clusters Score -1755648 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1756293.125000 Penalty: 4913.170410
	Iteration 12Q: 3 clusters Score -1756293 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1757030.625000 Penalty: 4913.170410
	Iteration 13Q: 3 clusters Score -1757031 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1757790.875000 Penalty: 4913.170410
	Iteration 14Q: 3 clusters Score -1757791 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1758309.875000 Penalty: 4913.170410
	Iteration 15Q: 3 clusters Score -1758310 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1758635.500000 Penalty: 4913.170410
	Iteration 16Q: 3 clusters Score -1758636 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1758840.375000 Penalty: 4913.170410
	Iteration 17Q: 3 clusters Score -1758840 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1758978.000000 Penalty: 4913.170410
	Iteration 18Q: 3 clusters Score -1758978 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1759078.875000 Penalty: 4913.170410
	Iteration 19Q: 3 clusters Score -1759079 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1759164.375000 Penalty: 4913.170410
	Iteration 20F: 3 clusters Score -1759164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1759234.375000 Penalty: 4913.170410
	Iteration 21Q: 3 clusters Score -1759234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1759301.750000 Penalty: 4913.170410
	Iteration 22Q: 3 clusters Score -1759302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1759362.625000 Penalty: 4913.170410
	Iteration 23Q: 3 clusters Score -1759363 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1759416.375000 Penalty: 4913.170410
	Iteration 24Q: 3 clusters Score -1759416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1759459.500000 Penalty: 4913.170410
	Iteration 25Q: 3 clusters Score -1759460 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1759499.875000 Penalty: 4913.170410
	Iteration 26Q: 3 clusters Score -1759500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1759533.875000 Penalty: 4913.170410
	Iteration 27Q: 3 clusters Score -1759534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1759573.750000 Penalty: 4913.170410
	Iteration 28Q: 3 clusters Score -1759574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1759610.625000 Penalty: 4913.170410
	Iteration 29Q: 3 clusters Score -1759611 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1759638.500000 Penalty: 4913.170410
	Iteration 30Q: 3 clusters Score -1759638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1759670.500000 Penalty: 4913.170410
	Iteration 31Q: 3 clusters Score -1759670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1759710.250000 Penalty: 4913.170410
	Iteration 32Q: 3 clusters Score -1759710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1759761.375000 Penalty: 4913.170410
	Iteration 33Q: 3 clusters Score -1759761 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1759808.500000 Penalty: 4913.170410
	Iteration 34Q: 3 clusters Score -1759808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1759835.625000 Penalty: 4913.170410
	Iteration 35Q: 3 clusters Score -1759836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1759858.125000 Penalty: 4913.170410
	Iteration 36Q: 3 clusters Score -1759858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1759876.375000 Penalty: 4913.170410
	Iteration 37Q: 3 clusters Score -1759876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1759894.625000 Penalty: 4913.170410
	Iteration 38Q: 3 clusters Score -1759895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1759909.875000 Penalty: 4913.170410
	Iteration 39Q: 3 clusters Score -1759910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1759919.000000 Penalty: 4913.170410
	Iteration 40F: 3 clusters Score -1759919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1759925.375000 Penalty: 4913.170410
	Iteration 41Q: 3 clusters Score -1759925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1759932.875000 Penalty: 4913.170410
	Iteration 42Q: 3 clusters Score -1759933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1759941.375000 Penalty: 4913.170410
	Iteration 43Q: 3 clusters Score -1759941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1759944.000000 Penalty: 4913.170410
	Iteration 44Q: 3 clusters Score -1759944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1759943.000000 Penalty: 4913.170410
	Iteration 45Q: 3 clusters Score -1759943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1759948.875000 Penalty: 4913.170410
	Iteration 46Q: 3 clusters Score -1759949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1759950.500000 Penalty: 4913.170410
	Iteration 47Q: 3 clusters Score -1759950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1759950.500000 Penalty: 4913.170410
	Iteration 48F: 3 clusters Score -1759950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -246974.375000 Penalty: 1983.503784
	Iteration 0F: 2 clusters Score -246974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -243722.390625 Penalty: 3967.007568
	Iteration 0F: 3 clusters Score -243722.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -244314.328125 Penalty: 3967.007568
	Iteration 1F: 3 clusters Score -244314.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -244479.890625 Penalty: 3967.007568
	Iteration 2F: 3 clusters Score -244479.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -244571.015625 Penalty: 3967.007568
	Iteration 3Q: 3 clusters Score -244571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -244627.203125 Penalty: 3967.007568
	Iteration 4Q: 3 clusters Score -244627.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -244688.093750 Penalty: 3967.007568
	Iteration 5Q: 3 clusters Score -244688.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -244737.734375 Penalty: 3967.007568
	Iteration 6Q: 3 clusters Score -244737.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -244771.406250 Penalty: 3967.007568
	Iteration 7Q: 3 clusters Score -244771.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -244800.109375 Penalty: 3967.007568
	Iteration 8Q: 3 clusters Score -244800.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -244826.593750 Penalty: 3967.007568
	Iteration 9Q: 3 clusters Score -244826.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -244852.984375 Penalty: 3967.007568
	Iteration 10Q: 3 clusters Score -244853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -244882.453125 Penalty: 3967.007568
	Iteration 11Q: 3 clusters Score -244882.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -244913.218750 Penalty: 3967.007568
	Iteration 12Q: 3 clusters Score -244913.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -244958.203125 Penalty: 3967.007568
	Iteration 13Q: 3 clusters Score -244958.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -245010.796875 Penalty: 3967.007568
	Iteration 14Q: 3 clusters Score -245010.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -245075.437500 Penalty: 3967.007568
	Iteration 15Q: 3 clusters Score -245075.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -245157.937500 Penalty: 3967.007568
	Iteration 16Q: 3 clusters Score -245157.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245244.625000 Penalty: 3967.007568
	Iteration 17Q: 3 clusters Score -245244.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -245322.984375 Penalty: 3967.007568
	Iteration 18Q: 3 clusters Score -245323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -245398.562500 Penalty: 3967.007568
	Iteration 19Q: 3 clusters Score -245398.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -245458.609375 Penalty: 3967.007568
	Iteration 20F: 3 clusters Score -245458.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -245509.421875 Penalty: 3967.007568
	Iteration 21Q: 3 clusters Score -245509.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -245547.500000 Penalty: 3967.007568
	Iteration 22Q: 3 clusters Score -245547.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -245570.046875 Penalty: 3967.007568
	Iteration 23Q: 3 clusters Score -245570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -245584.281250 Penalty: 3967.007568
	Iteration 24Q: 3 clusters Score -245584.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -245595.359375 Penalty: 3967.007568
	Iteration 25Q: 3 clusters Score -245595.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -245602.156250 Penalty: 3967.007568
	Iteration 26Q: 3 clusters Score -245602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -245606.484375 Penalty: 3967.007568
	Iteration 27Q: 3 clusters Score -245606.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -245615.078125 Penalty: 3967.007568
	Iteration 28Q: 3 clusters Score -245615.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -245618.843750 Penalty: 3967.007568
	Iteration 29Q: 3 clusters Score -245618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -245624.531250 Penalty: 3967.007568
	Iteration 30Q: 3 clusters Score -245624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -245628.593750 Penalty: 3967.007568
	Iteration 31Q: 3 clusters Score -245628.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -245636.718750 Penalty: 3967.007568
	Iteration 32Q: 3 clusters Score -245636.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -245643.562500 Penalty: 3967.007568
	Iteration 33Q: 3 clusters Score -245643.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -245651.625000 Penalty: 3967.007568
	Iteration 34Q: 3 clusters Score -245651.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -245660.078125 Penalty: 3967.007568
	Iteration 35Q: 3 clusters Score -245660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -245664.218750 Penalty: 3967.007568
	Iteration 36Q: 3 clusters Score -245664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -245668.046875 Penalty: 3967.007568
	Iteration 37Q: 3 clusters Score -245668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -245670.000000 Penalty: 3967.007568
	Iteration 38Q: 3 clusters Score -245670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -245671.187500 Penalty: 3967.007568
	Iteration 39Q: 3 clusters Score -245671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -245673.078125 Penalty: 3967.007568
	Iteration 40F: 3 clusters Score -245673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -245674.312500 Penalty: 3967.007568
	Iteration 41Q: 3 clusters Score -245674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -245675.765625 Penalty: 3967.007568
	Iteration 42Q: 3 clusters Score -245675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -245677.015625 Penalty: 3967.007568
	Iteration 43Q: 3 clusters Score -245677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -245677.437500 Penalty: 3967.007568
	Iteration 44Q: 3 clusters Score -245677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -245677.562500 Penalty: 3967.007568
	Iteration 45Q: 3 clusters Score -245677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -245677.562500 Penalty: 3967.007568
	Iteration 46F: 3 clusters Score -245677.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Entering Unmasked Estep 
Score: -736872.312500 Penalty: 2240.422363
	Iteration 0F: 2 clusters Score -736872.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -730290.500000 Penalty: 4480.844727
	Iteration 0F: 3 clusters Score -730290.5 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -732052.375000 Penalty: 4480.844727
	Iteration 1F: 3 clusters Score -732052.4 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -732341.875000 Penalty: 4480.844727
	Iteration 2F: 3 clusters Score -732341.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -732565.937500 Penalty: 4480.844727
	Iteration 3F: 3 clusters Score -732565.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -732768.812500 Penalty: 4480.844727
	Iteration 4Q: 3 clusters Score -732768.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -732959.062500 Penalty: 4480.844727
	Iteration 5Q: 3 clusters Score -732959.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -733152.375000 Penalty: 4480.844727
	Iteration 6Q: 3 clusters Score -733152.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -733367.437500 Penalty: 4480.844727
	Iteration 7Q: 3 clusters Score -733367.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -733610.812500 Penalty: 4480.844727
	Iteration 8Q: 3 clusters Score -733610.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -733847.625000 Penalty: 4480.844727
	Iteration 9Q: 3 clusters Score -733847.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -734076.937500 Penalty: 4480.844727
	Iteration 10Q: 3 clusters Score -734076.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -734302.250000 Penalty: 4480.844727
	Iteration 11Q: 3 clusters Score -734302.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -734498.062500 Penalty: 4480.844727
	Iteration 12Q: 3 clusters Score -734498.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -734639.937500 Penalty: 4480.844727
	Iteration 13Q: 3 clusters Score -734639.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -734765.875000 Penalty: 4480.844727
	Iteration 14Q: 3 clusters Score -734765.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -734872.437500 Penalty: 4480.844727
	Iteration 15Q: 3 clusters Score -734872.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -734946.375000 Penalty: 4480.844727
	Iteration 16Q: 3 clusters Score -734946.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -735006.250000 Penalty: 4480.844727
	Iteration 17Q: 3 clusters Score -735006.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -735060.312500 Penalty: 4480.844727
	Iteration 18Q: 3 clusters Score -735060.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -735097.937500 Penalty: 4480.844727
	Iteration 19Q: 3 clusters Score -735097.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -735117.125000 Penalty: 4480.844727
	Iteration 20F: 3 clusters Score -735117.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -735129.875000 Penalty: 4480.844727
	Iteration 21Q: 3 clusters Score -735129.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -735140.625000 Penalty: 4480.844727
	Iteration 22Q: 3 clusters Score -735140.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -735148.750000 Penalty: 4480.844727
	Iteration 23Q: 3 clusters Score -735148.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -735154.375000 Penalty: 4480.844727
	Iteration 24Q: 3 clusters Score -735154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -735160.750000 Penalty: 4480.844727
	Iteration 25Q: 3 clusters Score -735160.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -735168.500000 Penalty: 4480.844727
	Iteration 26Q: 3 clusters Score -735168.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -735177.375000 Penalty: 4480.844727
	Iteration 27Q: 3 clusters Score -735177.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -735182.937500 Penalty: 4480.844727
	Iteration 28Q: 3 clusters Score -735182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -735185.812500 Penalty: 4480.844727
	Iteration 29Q: 3 clusters Score -735185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -735190.375000 Penalty: 4480.844727
	Iteration 30Q: 3 clusters Score -735190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -735190.312500 Penalty: 4480.844727
	Iteration 31Q: 3 clusters Score -735190.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -735195.812500 Penalty: 4480.844727
	Iteration 32Q: 3 clusters Score -735195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -735197.000000 Penalty: 4480.844727
	Iteration 33Q: 3 clusters Score -735197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -735196.437500 Penalty: 4480.844727
	Iteration 34Q: 3 clusters Score -735196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -735198.687500 Penalty: 4480.844727
	Iteration 35Q: 3 clusters Score -735198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -735197.562500 Penalty: 4480.844727
	Iteration 36Q: 3 clusters Score -735197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -735197.562500 Penalty: 4480.844727
	Iteration 37F: 3 clusters Score -735197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Entering Unmasked Estep 
Score: -654656.812500 Penalty: 2218.765625
	Iteration 0F: 2 clusters Score -654656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -648468.000000 Penalty: 4437.531250
	Iteration 0F: 3 clusters Score -648468 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -650098.437500 Penalty: 4437.531250
	Iteration 1F: 3 clusters Score -650098.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -650441.750000 Penalty: 4437.531250
	Iteration 2F: 3 clusters Score -650441.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -650775.312500 Penalty: 4437.531250
	Iteration 3F: 3 clusters Score -650775.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -651092.312500 Penalty: 4437.531250
	Iteration 4F: 3 clusters Score -651092.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -651346.812500 Penalty: 4437.531250
	Iteration 5Q: 3 clusters Score -651346.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -651540.500000 Penalty: 4437.531250
	Iteration 6Q: 3 clusters Score -651540.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -651683.937500 Penalty: 4437.531250
	Iteration 7Q: 3 clusters Score -651683.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -651813.812500 Penalty: 4437.531250
	Iteration 8Q: 3 clusters Score -651813.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -651976.312500 Penalty: 4437.531250
	Iteration 9Q: 3 clusters Score -651976.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -652187.062500 Penalty: 4437.531250
	Iteration 10Q: 3 clusters Score -652187.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -652397.187500 Penalty: 4437.531250
	Iteration 11Q: 3 clusters Score -652397.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -652640.187500 Penalty: 4437.531250
	Iteration 12Q: 3 clusters Score -652640.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -652905.625000 Penalty: 4437.531250
	Iteration 13Q: 3 clusters Score -652905.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -653157.437500 Penalty: 4437.531250
	Iteration 14Q: 3 clusters Score -653157.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -653367.062500 Penalty: 4437.531250
	Iteration 15Q: 3 clusters Score -653367.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -653540.000000 Penalty: 4437.531250
	Iteration 16Q: 3 clusters Score -653540 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -653657.125000 Penalty: 4437.531250
	Iteration 17Q: 3 clusters Score -653657.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -653744.500000 Penalty: 4437.531250
	Iteration 18Q: 3 clusters Score -653744.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -653796.187500 Penalty: 4437.531250
	Iteration 19Q: 3 clusters Score -653796.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -653833.000000 Penalty: 4437.531250
	Iteration 20F: 3 clusters Score -653833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -653867.687500 Penalty: 4437.531250
	Iteration 21Q: 3 clusters Score -653867.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -653892.187500 Penalty: 4437.531250
	Iteration 22Q: 3 clusters Score -653892.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -653908.062500 Penalty: 4437.531250
	Iteration 23Q: 3 clusters Score -653908.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -653929.000000 Penalty: 4437.531250
	Iteration 24Q: 3 clusters Score -653929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -653951.250000 Penalty: 4437.531250
	Iteration 25Q: 3 clusters Score -653951.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -653973.812500 Penalty: 4437.531250
	Iteration 26Q: 3 clusters Score -653973.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -653988.812500 Penalty: 4437.531250
	Iteration 27Q: 3 clusters Score -653988.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -654001.062500 Penalty: 4437.531250
	Iteration 28Q: 3 clusters Score -654001.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -654013.250000 Penalty: 4437.531250
	Iteration 29Q: 3 clusters Score -654013.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -654030.750000 Penalty: 4437.531250
	Iteration 30Q: 3 clusters Score -654030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -654039.687500 Penalty: 4437.531250
	Iteration 31Q: 3 clusters Score -654039.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -654046.937500 Penalty: 4437.531250
	Iteration 32Q: 3 clusters Score -654046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -654049.687500 Penalty: 4437.531250
	Iteration 33Q: 3 clusters Score -654049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -654049.687500 Penalty: 4437.531250
	Iteration 34F: 3 clusters Score -654049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Entering Unmasked Estep 
Score: -1469039.375000 Penalty: 2411.389160
	Iteration 0F: 2 clusters Score -1469039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1457136.375000 Penalty: 4822.778320
	Iteration 0F: 3 clusters Score -1457136 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1461119.500000 Penalty: 4822.778320
	Iteration 1F: 3 clusters Score -1461120 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1461586.625000 Penalty: 4822.778320
	Iteration 2F: 3 clusters Score -1461587 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1462058.000000 Penalty: 4822.778320
	Iteration 3F: 3 clusters Score -1462058 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1462579.000000 Penalty: 4822.778320
	Iteration 4F: 3 clusters Score -1462579 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1463158.000000 Penalty: 4822.778320
	Iteration 5F: 3 clusters Score -1463158 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1463856.000000 Penalty: 4822.778320
	Iteration 6F: 3 clusters Score -1463856 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1464587.000000 Penalty: 4822.778320
	Iteration 7F: 3 clusters Score -1464587 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1465319.500000 Penalty: 4822.778320
	Iteration 8F: 3 clusters Score -1465320 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1465885.500000 Penalty: 4822.778320
	Iteration 9Q: 3 clusters Score -1465886 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1466274.875000 Penalty: 4822.778320
	Iteration 10Q: 3 clusters Score -1466275 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1466526.125000 Penalty: 4822.778320
	Iteration 11Q: 3 clusters Score -1466526 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1466685.125000 Penalty: 4822.778320
	Iteration 12Q: 3 clusters Score -1466685 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1466777.500000 Penalty: 4822.778320
	Iteration 13Q: 3 clusters Score -1466778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1466844.625000 Penalty: 4822.778320
	Iteration 14Q: 3 clusters Score -1466845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1466875.250000 Penalty: 4822.778320
	Iteration 15Q: 3 clusters Score -1466875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1466902.750000 Penalty: 4822.778320
	Iteration 16Q: 3 clusters Score -1466903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1466922.375000 Penalty: 4822.778320
	Iteration 17Q: 3 clusters Score -1466922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1466932.750000 Penalty: 4822.778320
	Iteration 18Q: 3 clusters Score -1466933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1466941.375000 Penalty: 4822.778320
	Iteration 19Q: 3 clusters Score -1466941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1466947.625000 Penalty: 4822.778320
	Iteration 20F: 3 clusters Score -1466948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1466949.250000 Penalty: 4822.778320
	Iteration 21Q: 3 clusters Score -1466949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1466949.250000 Penalty: 4822.778320
	Iteration 22F: 3 clusters Score -1466949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -1403815.750000 Penalty: 2391.552246
	Iteration 0F: 2 clusters Score -1403816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1392589.000000 Penalty: 4783.104492
	Iteration 0F: 3 clusters Score -1392589 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1396105.625000 Penalty: 4783.104492
	Iteration 1F: 3 clusters Score -1396106 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1396440.125000 Penalty: 4783.104492
	Iteration 2F: 3 clusters Score -1396440 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1396677.125000 Penalty: 4783.104492
	Iteration 3Q: 3 clusters Score -1396677 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1396877.250000 Penalty: 4783.104492
	Iteration 4Q: 3 clusters Score -1396877 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1397059.125000 Penalty: 4783.104492
	Iteration 5Q: 3 clusters Score -1397059 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1397287.375000 Penalty: 4783.104492
	Iteration 6Q: 3 clusters Score -1397287 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1397557.000000 Penalty: 4783.104492
	Iteration 7Q: 3 clusters Score -1397557 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1397899.625000 Penalty: 4783.104492
	Iteration 8Q: 3 clusters Score -1397900 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1398372.500000 Penalty: 4783.104492
	Iteration 9Q: 3 clusters Score -1398372 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1398944.375000 Penalty: 4783.104492
	Iteration 10F: 3 clusters Score -1398944 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1399641.125000 Penalty: 4783.104492
	Iteration 11F: 3 clusters Score -1399641 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1400305.000000 Penalty: 4783.104492
	Iteration 12F: 3 clusters Score -1400305 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1400845.375000 Penalty: 4783.104492
	Iteration 13Q: 3 clusters Score -1400845 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1401214.750000 Penalty: 4783.104492
	Iteration 14Q: 3 clusters Score -1401215 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1401429.375000 Penalty: 4783.104492
	Iteration 15Q: 3 clusters Score -1401429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1401570.500000 Penalty: 4783.104492
	Iteration 16Q: 3 clusters Score -1401570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1401637.000000 Penalty: 4783.104492
	Iteration 17Q: 3 clusters Score -1401637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1401676.250000 Penalty: 4783.104492
	Iteration 18Q: 3 clusters Score -1401676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1401698.500000 Penalty: 4783.104492
	Iteration 19Q: 3 clusters Score -1401698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1401723.625000 Penalty: 4783.104492
	Iteration 20F: 3 clusters Score -1401724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1401731.375000 Penalty: 4783.104492
	Iteration 21Q: 3 clusters Score -1401731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1401734.375000 Penalty: 4783.104492
	Iteration 22Q: 3 clusters Score -1401734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1401738.000000 Penalty: 4783.104492
	Iteration 23Q: 3 clusters Score -1401738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1401739.375000 Penalty: 4783.104492
	Iteration 24Q: 3 clusters Score -1401739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1401739.375000 Penalty: 4783.104492
	Iteration 25F: 3 clusters Score -1401739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -72466.632812 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -72466.63 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 486 members 
Entering Unmasked Estep 
Score: -70666.664062 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -70666.66 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70972.203125 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -70972.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71182.226562 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -71182.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71379.882812 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -71379.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71591.828125 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -71591.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71789.976562 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -71789.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71957.929688 Penalty: 3376.735596
	Iteration 6F: 3 clusters Score -71957.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72051.570312 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -72051.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72174.085938 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -72174.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72224.062500 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -72224.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72248.781250 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -72248.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72260.726562 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -72260.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72264.851562 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -72264.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72264.851562 Penalty: 3376.735596
	Iteration 13F: 3 clusters Score -72264.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Entering Unmasked Estep 
Score: -954255.875000 Penalty: 2310.269043
	Iteration 0F: 2 clusters Score -954255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -945801.437500 Penalty: 4620.538086
	Iteration 0F: 3 clusters Score -945801.4 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -948521.187500 Penalty: 4620.538086
	Iteration 1F: 3 clusters Score -948521.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -949013.375000 Penalty: 4620.538086
	Iteration 2F: 3 clusters Score -949013.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -949415.375000 Penalty: 4620.538086
	Iteration 3F: 3 clusters Score -949415.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -949832.875000 Penalty: 4620.538086
	Iteration 4F: 3 clusters Score -949832.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -950249.625000 Penalty: 4620.538086
	Iteration 5F: 3 clusters Score -950249.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -950684.625000 Penalty: 4620.538086
	Iteration 6F: 3 clusters Score -950684.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -951087.062500 Penalty: 4620.538086
	Iteration 7Q: 3 clusters Score -951087.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -951538.187500 Penalty: 4620.538086
	Iteration 8F: 3 clusters Score -951538.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -952012.875000 Penalty: 4620.538086
	Iteration 9F: 3 clusters Score -952012.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -952455.875000 Penalty: 4620.538086
	Iteration 10Q: 3 clusters Score -952455.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -952819.375000 Penalty: 4620.538086
	Iteration 11Q: 3 clusters Score -952819.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -953066.875000 Penalty: 4620.538086
	Iteration 12Q: 3 clusters Score -953066.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -953226.687500 Penalty: 4620.538086
	Iteration 13Q: 3 clusters Score -953226.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -953318.187500 Penalty: 4620.538086
	Iteration 14Q: 3 clusters Score -953318.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -953373.562500 Penalty: 4620.538086
	Iteration 15Q: 3 clusters Score -953373.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -953410.750000 Penalty: 4620.538086
	Iteration 16Q: 3 clusters Score -953410.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -953429.562500 Penalty: 4620.538086
	Iteration 17Q: 3 clusters Score -953429.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -953451.875000 Penalty: 4620.538086
	Iteration 18Q: 3 clusters Score -953451.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -953471.312500 Penalty: 4620.538086
	Iteration 19Q: 3 clusters Score -953471.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -953484.812500 Penalty: 4620.538086
	Iteration 20F: 3 clusters Score -953484.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -953498.562500 Penalty: 4620.538086
	Iteration 21Q: 3 clusters Score -953498.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -953511.750000 Penalty: 4620.538086
	Iteration 22Q: 3 clusters Score -953511.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -953522.937500 Penalty: 4620.538086
	Iteration 23Q: 3 clusters Score -953522.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -953528.312500 Penalty: 4620.538086
	Iteration 24Q: 3 clusters Score -953528.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -953537.437500 Penalty: 4620.538086
	Iteration 25Q: 3 clusters Score -953537.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -953547.250000 Penalty: 4620.538086
	Iteration 26Q: 3 clusters Score -953547.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -953557.125000 Penalty: 4620.538086
	Iteration 27Q: 3 clusters Score -953557.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -953560.750000 Penalty: 4620.538086
	Iteration 28Q: 3 clusters Score -953560.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -953565.250000 Penalty: 4620.538086
	Iteration 29Q: 3 clusters Score -953565.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -953578.625000 Penalty: 4620.538086
	Iteration 30Q: 3 clusters Score -953578.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -953590.875000 Penalty: 4620.538086
	Iteration 31Q: 3 clusters Score -953590.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -953604.187500 Penalty: 4620.538086
	Iteration 32Q: 3 clusters Score -953604.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -953617.375000 Penalty: 4620.538086
	Iteration 33Q: 3 clusters Score -953617.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -953629.812500 Penalty: 4620.538086
	Iteration 34Q: 3 clusters Score -953629.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -953641.000000 Penalty: 4620.538086
	Iteration 35Q: 3 clusters Score -953641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -953650.687500 Penalty: 4620.538086
	Iteration 36Q: 3 clusters Score -953650.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -953655.000000 Penalty: 4620.538086
	Iteration 37Q: 3 clusters Score -953655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -953661.687500 Penalty: 4620.538086
	Iteration 38Q: 3 clusters Score -953661.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -953673.187500 Penalty: 4620.538086
	Iteration 39Q: 3 clusters Score -953673.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -953677.187500 Penalty: 4620.538086
	Iteration 40F: 3 clusters Score -953677.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -953684.187500 Penalty: 4620.538086
	Iteration 41Q: 3 clusters Score -953684.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -953690.562500 Penalty: 4620.538086
	Iteration 42Q: 3 clusters Score -953690.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -953696.687500 Penalty: 4620.538086
	Iteration 43Q: 3 clusters Score -953696.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -953699.125000 Penalty: 4620.538086
	Iteration 44Q: 3 clusters Score -953699.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -953705.625000 Penalty: 4620.538086
	Iteration 45Q: 3 clusters Score -953705.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -953709.062500 Penalty: 4620.538086
	Iteration 46Q: 3 clusters Score -953709.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -953715.250000 Penalty: 4620.538086
	Iteration 47Q: 3 clusters Score -953715.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -953718.312500 Penalty: 4620.538086
	Iteration 48Q: 3 clusters Score -953718.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -953723.375000 Penalty: 4620.538086
	Iteration 49Q: 3 clusters Score -953723.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -953730.062500 Penalty: 4620.538086
	Iteration 50Q: 3 clusters Score -953730.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -953737.062500 Penalty: 4620.538086
	Iteration 51Q: 3 clusters Score -953737.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -953751.187500 Penalty: 4620.538086
	Iteration 52Q: 3 clusters Score -953751.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -953755.375000 Penalty: 4620.538086
	Iteration 53Q: 3 clusters Score -953755.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -953759.687500 Penalty: 4620.538086
	Iteration 54Q: 3 clusters Score -953759.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -953766.125000 Penalty: 4620.538086
	Iteration 55Q: 3 clusters Score -953766.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -953767.312500 Penalty: 4620.538086
	Iteration 56Q: 3 clusters Score -953767.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -953771.562500 Penalty: 4620.538086
	Iteration 57Q: 3 clusters Score -953771.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -953777.000000 Penalty: 4620.538086
	Iteration 58Q: 3 clusters Score -953777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -953777.312500 Penalty: 4620.538086
	Iteration 59Q: 3 clusters Score -953777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -953783.812500 Penalty: 4620.538086
	Iteration 60F: 3 clusters Score -953783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -953783.687500 Penalty: 4620.538086
	Iteration 61Q: 3 clusters Score -953783.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -953785.250000 Penalty: 4620.538086
	Iteration 62Q: 3 clusters Score -953785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -953787.875000 Penalty: 4620.538086
	Iteration 63Q: 3 clusters Score -953787.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -953791.437500 Penalty: 4620.538086
	Iteration 64Q: 3 clusters Score -953791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -953790.562500 Penalty: 4620.538086
	Iteration 65Q: 3 clusters Score -953790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -953790.250000 Penalty: 4620.538086
	Iteration 66Q: 3 clusters Score -953790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -953793.187500 Penalty: 4620.538086
	Iteration 67Q: 3 clusters Score -953793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -953799.625000 Penalty: 4620.538086
	Iteration 68Q: 3 clusters Score -953799.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -953801.562500 Penalty: 4620.538086
	Iteration 69Q: 3 clusters Score -953801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -953803.562500 Penalty: 4620.538086
	Iteration 70Q: 3 clusters Score -953803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -953801.062500 Penalty: 4620.538086
	Iteration 71Q: 3 clusters Score -953801.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -953801.625000 Penalty: 4620.538086
	Iteration 72Q: 3 clusters Score -953801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -953802.250000 Penalty: 4620.538086
	Iteration 73Q: 3 clusters Score -953802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -953803.625000 Penalty: 4620.538086
	Iteration 74Q: 3 clusters Score -953803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -953802.687500 Penalty: 4620.538086
	Iteration 75Q: 3 clusters Score -953802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -953805.625000 Penalty: 4620.538086
	Iteration 76Q: 3 clusters Score -953805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -953805.812500 Penalty: 4620.538086
	Iteration 77Q: 3 clusters Score -953805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -953811.125000 Penalty: 4620.538086
	Iteration 78Q: 3 clusters Score -953811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -953812.625000 Penalty: 4620.538086
	Iteration 79Q: 3 clusters Score -953812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -953812.625000 Penalty: 4620.538086
	Iteration 80F: 3 clusters Score -953812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -953811.187500 Penalty: 4620.538086
	Iteration 81Q: 3 clusters Score -953811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -953813.125000 Penalty: 4620.538086
	Iteration 82Q: 3 clusters Score -953813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -953813.125000 Penalty: 4620.538086
	Iteration 83F: 3 clusters Score -953813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Entering Unmasked Estep 
Score: -1776187.125000 Penalty: 2484.292236
	Iteration 0F: 2 clusters Score -1776187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1760561.000000 Penalty: 4968.584473
	Iteration 0F: 3 clusters Score -1760561 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1766056.875000 Penalty: 4968.584473
	Iteration 1F: 3 clusters Score -1766057 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1766628.500000 Penalty: 4968.584473
	Iteration 2F: 3 clusters Score -1766628 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1767117.750000 Penalty: 4968.584473
	Iteration 3F: 3 clusters Score -1767118 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1767654.000000 Penalty: 4968.584473
	Iteration 4F: 3 clusters Score -1767654 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1768207.500000 Penalty: 4968.584473
	Iteration 5F: 3 clusters Score -1768208 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1768807.625000 Penalty: 4968.584473
	Iteration 6Q: 3 clusters Score -1768808 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1769552.500000 Penalty: 4968.584473
	Iteration 7F: 3 clusters Score -1769552 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1770410.875000 Penalty: 4968.584473
	Iteration 8F: 3 clusters Score -1770411 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1771273.125000 Penalty: 4968.584473
	Iteration 9F: 3 clusters Score -1771273 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1771982.625000 Penalty: 4968.584473
	Iteration 10Q: 3 clusters Score -1771983 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1772516.500000 Penalty: 4968.584473
	Iteration 11Q: 3 clusters Score -1772516 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1772970.000000 Penalty: 4968.584473
	Iteration 12Q: 3 clusters Score -1772970 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1773358.875000 Penalty: 4968.584473
	Iteration 13Q: 3 clusters Score -1773359 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -1773685.000000 Penalty: 4968.584473
	Iteration 14Q: 3 clusters Score -1773685 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1773908.500000 Penalty: 4968.584473
	Iteration 15Q: 3 clusters Score -1773908 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1774057.750000 Penalty: 4968.584473
	Iteration 16Q: 3 clusters Score -1774058 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1774161.375000 Penalty: 4968.584473
	Iteration 17Q: 3 clusters Score -1774161 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -1774243.500000 Penalty: 4968.584473
	Iteration 18Q: 3 clusters Score -1774244 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -1774327.500000 Penalty: 4968.584473
	Iteration 19Q: 3 clusters Score -1774328 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -1774405.000000 Penalty: 4968.584473
	Iteration 20F: 3 clusters Score -1774405 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1774477.750000 Penalty: 4968.584473
	Iteration 21Q: 3 clusters Score -1774478 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1774529.500000 Penalty: 4968.584473
	Iteration 22Q: 3 clusters Score -1774530 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1774557.250000 Penalty: 4968.584473
	Iteration 23Q: 3 clusters Score -1774557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -1774603.375000 Penalty: 4968.584473
	Iteration 24Q: 3 clusters Score -1774603 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1774640.750000 Penalty: 4968.584473
	Iteration 25Q: 3 clusters Score -1774641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -1774667.625000 Penalty: 4968.584473
	Iteration 26Q: 3 clusters Score -1774668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1774688.375000 Penalty: 4968.584473
	Iteration 27Q: 3 clusters Score -1774688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -1774709.375000 Penalty: 4968.584473
	Iteration 28Q: 3 clusters Score -1774709 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1774723.250000 Penalty: 4968.584473
	Iteration 29Q: 3 clusters Score -1774723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1774746.375000 Penalty: 4968.584473
	Iteration 30Q: 3 clusters Score -1774746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -1774749.875000 Penalty: 4968.584473
	Iteration 31Q: 3 clusters Score -1774750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -1774753.625000 Penalty: 4968.584473
	Iteration 32Q: 3 clusters Score -1774754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1774759.375000 Penalty: 4968.584473
	Iteration 33Q: 3 clusters Score -1774759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1774767.750000 Penalty: 4968.584473
	Iteration 34Q: 3 clusters Score -1774768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1774771.000000 Penalty: 4968.584473
	Iteration 35Q: 3 clusters Score -1774771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -1774781.500000 Penalty: 4968.584473
	Iteration 36Q: 3 clusters Score -1774782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1774783.750000 Penalty: 4968.584473
	Iteration 37Q: 3 clusters Score -1774784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -1774786.000000 Penalty: 4968.584473
	Iteration 38Q: 3 clusters Score -1774786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1774792.250000 Penalty: 4968.584473
	Iteration 39Q: 3 clusters Score -1774792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -1774797.750000 Penalty: 4968.584473
	Iteration 40F: 3 clusters Score -1774798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -1774804.500000 Penalty: 4968.584473
	Iteration 41Q: 3 clusters Score -1774804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -1774807.750000 Penalty: 4968.584473
	Iteration 42Q: 3 clusters Score -1774808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -1774809.875000 Penalty: 4968.584473
	Iteration 43Q: 3 clusters Score -1774810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -1774808.375000 Penalty: 4968.584473
	Iteration 44Q: 3 clusters Score -1774808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1774810.625000 Penalty: 4968.584473
	Iteration 45Q: 3 clusters Score -1774811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1774815.250000 Penalty: 4968.584473
	Iteration 46Q: 3 clusters Score -1774815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -1774817.500000 Penalty: 4968.584473
	Iteration 47Q: 3 clusters Score -1774818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1774822.750000 Penalty: 4968.584473
	Iteration 48Q: 3 clusters Score -1774823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -1774829.750000 Penalty: 4968.584473
	Iteration 49Q: 3 clusters Score -1774830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -1774832.750000 Penalty: 4968.584473
	Iteration 50Q: 3 clusters Score -1774833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1774837.125000 Penalty: 4968.584473
	Iteration 51Q: 3 clusters Score -1774837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -1774836.000000 Penalty: 4968.584473
	Iteration 52Q: 3 clusters Score -1774836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1774841.125000 Penalty: 4968.584473
	Iteration 53Q: 3 clusters Score -1774841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -1774837.375000 Penalty: 4968.584473
	Iteration 54Q: 3 clusters Score -1774837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1774839.500000 Penalty: 4968.584473
	Iteration 55Q: 3 clusters Score -1774840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -1774839.125000 Penalty: 4968.584473
	Iteration 56Q: 3 clusters Score -1774839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -1774842.500000 Penalty: 4968.584473
	Iteration 57Q: 3 clusters Score -1774842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1774845.250000 Penalty: 4968.584473
	Iteration 58Q: 3 clusters Score -1774845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -1774845.875000 Penalty: 4968.584473
	Iteration 59Q: 3 clusters Score -1774846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -1774848.875000 Penalty: 4968.584473
	Iteration 60F: 3 clusters Score -1774849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1774848.875000 Penalty: 4968.584473
	Iteration 61Q: 3 clusters Score -1774849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -1774848.125000 Penalty: 4968.584473
	Iteration 62Q: 3 clusters Score -1774848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1774849.125000 Penalty: 4968.584473
	Iteration 63Q: 3 clusters Score -1774849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -1774852.250000 Penalty: 4968.584473
	Iteration 64Q: 3 clusters Score -1774852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1774860.000000 Penalty: 4968.584473
	Iteration 65Q: 3 clusters Score -1774860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -1774858.750000 Penalty: 4968.584473
	Iteration 66Q: 3 clusters Score -1774859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1774862.250000 Penalty: 4968.584473
	Iteration 67Q: 3 clusters Score -1774862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1774864.875000 Penalty: 4968.584473
	Iteration 68Q: 3 clusters Score -1774865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1774863.375000 Penalty: 4968.584473
	Iteration 69Q: 3 clusters Score -1774863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1774867.125000 Penalty: 4968.584473
	Iteration 70Q: 3 clusters Score -1774867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1774871.250000 Penalty: 4968.584473
	Iteration 71Q: 3 clusters Score -1774871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1774874.500000 Penalty: 4968.584473
	Iteration 72Q: 3 clusters Score -1774874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -1774876.250000 Penalty: 4968.584473
	Iteration 73Q: 3 clusters Score -1774876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1774877.375000 Penalty: 4968.584473
	Iteration 74Q: 3 clusters Score -1774877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -1774878.125000 Penalty: 4968.584473
	Iteration 75Q: 3 clusters Score -1774878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -1774877.750000 Penalty: 4968.584473
	Iteration 76Q: 3 clusters Score -1774878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1774877.375000 Penalty: 4968.584473
	Iteration 77Q: 3 clusters Score -1774877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1774877.375000 Penalty: 4968.584473
	Iteration 78F: 3 clusters Score -1774877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Entering Unmasked Estep 
Score: -8982536.000000 Penalty: 2860.927246
	Iteration 0F: 2 clusters Score -8982536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -8913977.000000 Penalty: 5721.854492
	Iteration 0F: 3 clusters Score -8913977 nChanged 48208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -8941460.000000 Penalty: 5721.854492
	Iteration 1F: 3 clusters Score -8941460 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -8942031.000000 Penalty: 5721.854492
	Iteration 2Q: 3 clusters Score -8942031 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -8942724.000000 Penalty: 5721.854492
	Iteration 3Q: 3 clusters Score -8942724 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 57134 members 
Entering Unmasked Estep 
Score: -8943704.000000 Penalty: 5721.854492
	Iteration 4Q: 3 clusters Score -8943704 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -8945162.000000 Penalty: 5721.854492
	Iteration 5Q: 3 clusters Score -8945162 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -8947657.000000 Penalty: 5721.854492
	Iteration 6Q: 3 clusters Score -8947657 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -8951829.000000 Penalty: 5721.854492
	Iteration 7F: 3 clusters Score -8951829 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -8958645.000000 Penalty: 5721.854492
	Iteration 8F: 3 clusters Score -8958645 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -8967063.000000 Penalty: 5721.854492
	Iteration 9F: 3 clusters Score -8967063 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 96063 members 
Entering Unmasked Estep 
Score: -8974365.000000 Penalty: 5721.854492
	Iteration 10F: 3 clusters Score -8974365 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 99966 members 
Entering Unmasked Estep 
Score: -8978068.000000 Penalty: 5721.854492
	Iteration 11Q: 3 clusters Score -8978068 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 101418 members 
Entering Unmasked Estep 
Score: -8979425.000000 Penalty: 5721.854492
	Iteration 12Q: 3 clusters Score -8979425 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -8979796.000000 Penalty: 5721.854492
	Iteration 13Q: 3 clusters Score -8979796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101944 members 
Entering Unmasked Estep 
Score: -8979918.000000 Penalty: 5721.854492
	Iteration 14Q: 3 clusters Score -8979918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -8979984.000000 Penalty: 5721.854492
	Iteration 15Q: 3 clusters Score -8979984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -8980013.000000 Penalty: 5721.854492
	Iteration 16Q: 3 clusters Score -8980013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -8980031.000000 Penalty: 5721.854492
	Iteration 17Q: 3 clusters Score -8980031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 102038 members 
Entering Unmasked Estep 
Score: -8980051.000000 Penalty: 5721.854492
	Iteration 18Q: 3 clusters Score -8980051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -8980050.000000 Penalty: 5721.854492
	Iteration 19Q: 3 clusters Score -8980050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -8980063.000000 Penalty: 5721.854492
	Iteration 20F: 3 clusters Score -8980063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -8980059.000000 Penalty: 5721.854492
	Iteration 21Q: 3 clusters Score -8980059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -8980077.000000 Penalty: 5721.854492
	Iteration 22Q: 3 clusters Score -8980077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -8980085.000000 Penalty: 5721.854492
	Iteration 23Q: 3 clusters Score -8980085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -8980079.000000 Penalty: 5721.854492
	Iteration 24Q: 3 clusters Score -8980079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 102058 members 
Entering Unmasked Estep 
Score: -8980086.000000 Penalty: 5721.854492
	Iteration 25Q: 3 clusters Score -8980086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 102059 members 
Entering Unmasked Estep 
Score: -8980079.000000 Penalty: 5721.854492
	Iteration 26Q: 3 clusters Score -8980079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 102060 members 
Entering Unmasked Estep 
Score: -8980089.000000 Penalty: 5721.854492
	Iteration 27Q: 3 clusters Score -8980089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 102061 members 
Entering Unmasked Estep 
Score: -8980083.000000 Penalty: 5721.854492
	Iteration 28Q: 3 clusters Score -8980083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -8980090.000000 Penalty: 5721.854492
	Iteration 29Q: 3 clusters Score -8980090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -8980091.000000 Penalty: 5721.854492
	Iteration 30Q: 3 clusters Score -8980091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -8980095.000000 Penalty: 5721.854492
	Iteration 31Q: 3 clusters Score -8980095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -8980102.000000 Penalty: 5721.854492
	Iteration 32Q: 3 clusters Score -8980102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -8980096.000000 Penalty: 5721.854492
	Iteration 33Q: 3 clusters Score -8980096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 102064 members 
Entering Unmasked Estep 
Score: -8980113.000000 Penalty: 5721.854492
	Iteration 34Q: 3 clusters Score -8980113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -8980116.000000 Penalty: 5721.854492
	Iteration 35Q: 3 clusters Score -8980116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -8980112.000000 Penalty: 5721.854492
	Iteration 36Q: 3 clusters Score -8980112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -8980124.000000 Penalty: 5721.854492
	Iteration 37Q: 3 clusters Score -8980124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 102066 members 
Entering Unmasked Estep 
Score: -8980124.000000 Penalty: 5721.854492
	Iteration 38F: 3 clusters Score -8980124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -292069.406250 Penalty: 2076.583984
	Iteration 0F: 2 clusters Score -292069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -287966.812500 Penalty: 4153.167969
	Iteration 0F: 3 clusters Score -287966.8 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -289130.468750 Penalty: 4153.167969
	Iteration 1F: 3 clusters Score -289130.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -289502.718750 Penalty: 4153.167969
	Iteration 2F: 3 clusters Score -289502.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -289796.593750 Penalty: 4153.167969
	Iteration 3F: 3 clusters Score -289796.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -290033.687500 Penalty: 4153.167969
	Iteration 4F: 3 clusters Score -290033.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -290209.250000 Penalty: 4153.167969
	Iteration 5Q: 3 clusters Score -290209.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -290387.687500 Penalty: 4153.167969
	Iteration 6Q: 3 clusters Score -290387.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -290544.375000 Penalty: 4153.167969
	Iteration 7Q: 3 clusters Score -290544.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -290643.843750 Penalty: 4153.167969
	Iteration 8Q: 3 clusters Score -290643.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -290724.062500 Penalty: 4153.167969
	Iteration 9Q: 3 clusters Score -290724.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -290789.531250 Penalty: 4153.167969
	Iteration 10Q: 3 clusters Score -290789.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -290852.750000 Penalty: 4153.167969
	Iteration 11Q: 3 clusters Score -290852.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -290909.375000 Penalty: 4153.167969
	Iteration 12Q: 3 clusters Score -290909.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -290948.468750 Penalty: 4153.167969
	Iteration 13Q: 3 clusters Score -290948.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -290974.343750 Penalty: 4153.167969
	Iteration 14Q: 3 clusters Score -290974.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -290989.625000 Penalty: 4153.167969
	Iteration 15Q: 3 clusters Score -290989.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -291004.718750 Penalty: 4153.167969
	Iteration 16Q: 3 clusters Score -291004.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -291015.156250 Penalty: 4153.167969
	Iteration 17Q: 3 clusters Score -291015.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -291020.437500 Penalty: 4153.167969
	Iteration 18Q: 3 clusters Score -291020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -291022.062500 Penalty: 4153.167969
	Iteration 19Q: 3 clusters Score -291022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -291027.687500 Penalty: 4153.167969
	Iteration 20F: 3 clusters Score -291027.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -291035.687500 Penalty: 4153.167969
	Iteration 21Q: 3 clusters Score -291035.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -291042.593750 Penalty: 4153.167969
	Iteration 22Q: 3 clusters Score -291042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -291047.687500 Penalty: 4153.167969
	Iteration 23Q: 3 clusters Score -291047.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -291052.687500 Penalty: 4153.167969
	Iteration 24Q: 3 clusters Score -291052.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -291059.812500 Penalty: 4153.167969
	Iteration 25Q: 3 clusters Score -291059.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -291068.062500 Penalty: 4153.167969
	Iteration 26Q: 3 clusters Score -291068.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -291077.281250 Penalty: 4153.167969
	Iteration 27Q: 3 clusters Score -291077.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -291083.000000 Penalty: 4153.167969
	Iteration 28Q: 3 clusters Score -291083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -291089.343750 Penalty: 4153.167969
	Iteration 29Q: 3 clusters Score -291089.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -291098.156250 Penalty: 4153.167969
	Iteration 30Q: 3 clusters Score -291098.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -291103.250000 Penalty: 4153.167969
	Iteration 31Q: 3 clusters Score -291103.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -291106.875000 Penalty: 4153.167969
	Iteration 32Q: 3 clusters Score -291106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -291110.531250 Penalty: 4153.167969
	Iteration 33Q: 3 clusters Score -291110.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -291116.156250 Penalty: 4153.167969
	Iteration 34Q: 3 clusters Score -291116.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -291123.125000 Penalty: 4153.167969
	Iteration 35Q: 3 clusters Score -291123.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -291128.687500 Penalty: 4153.167969
	Iteration 36Q: 3 clusters Score -291128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -291131.375000 Penalty: 4153.167969
	Iteration 37Q: 3 clusters Score -291131.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -291135.156250 Penalty: 4153.167969
	Iteration 38Q: 3 clusters Score -291135.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -291141.562500 Penalty: 4153.167969
	Iteration 39Q: 3 clusters Score -291141.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -291148.906250 Penalty: 4153.167969
	Iteration 40F: 3 clusters Score -291148.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -291158.687500 Penalty: 4153.167969
	Iteration 41Q: 3 clusters Score -291158.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -291181.468750 Penalty: 4153.167969
	Iteration 42Q: 3 clusters Score -291181.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -291209.281250 Penalty: 4153.167969
	Iteration 43Q: 3 clusters Score -291209.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -291231.562500 Penalty: 4153.167969
	Iteration 44Q: 3 clusters Score -291231.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -291255.781250 Penalty: 4153.167969
	Iteration 45Q: 3 clusters Score -291255.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -291273.468750 Penalty: 4153.167969
	Iteration 46Q: 3 clusters Score -291273.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -291291.500000 Penalty: 4153.167969
	Iteration 47Q: 3 clusters Score -291291.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -291306.093750 Penalty: 4153.167969
	Iteration 48Q: 3 clusters Score -291306.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -291322.187500 Penalty: 4153.167969
	Iteration 49Q: 3 clusters Score -291322.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -291338.093750 Penalty: 4153.167969
	Iteration 50Q: 3 clusters Score -291338.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -291350.375000 Penalty: 4153.167969
	Iteration 51Q: 3 clusters Score -291350.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -291360.406250 Penalty: 4153.167969
	Iteration 52Q: 3 clusters Score -291360.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -291369.468750 Penalty: 4153.167969
	Iteration 53Q: 3 clusters Score -291369.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -291376.437500 Penalty: 4153.167969
	Iteration 54Q: 3 clusters Score -291376.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -291383.625000 Penalty: 4153.167969
	Iteration 55Q: 3 clusters Score -291383.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -291389.812500 Penalty: 4153.167969
	Iteration 56Q: 3 clusters Score -291389.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -291399.718750 Penalty: 4153.167969
	Iteration 57Q: 3 clusters Score -291399.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -291404.968750 Penalty: 4153.167969
	Iteration 58Q: 3 clusters Score -291405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -291409.625000 Penalty: 4153.167969
	Iteration 59Q: 3 clusters Score -291409.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -291414.687500 Penalty: 4153.167969
	Iteration 60F: 3 clusters Score -291414.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -291418.937500 Penalty: 4153.167969
	Iteration 61Q: 3 clusters Score -291418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -291424.000000 Penalty: 4153.167969
	Iteration 62Q: 3 clusters Score -291424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -291427.656250 Penalty: 4153.167969
	Iteration 63Q: 3 clusters Score -291427.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -291430.625000 Penalty: 4153.167969
	Iteration 64Q: 3 clusters Score -291430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -291433.312500 Penalty: 4153.167969
	Iteration 65Q: 3 clusters Score -291433.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -291436.656250 Penalty: 4153.167969
	Iteration 66Q: 3 clusters Score -291436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -291438.968750 Penalty: 4153.167969
	Iteration 67Q: 3 clusters Score -291439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -291443.218750 Penalty: 4153.167969
	Iteration 68Q: 3 clusters Score -291443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -291447.781250 Penalty: 4153.167969
	Iteration 69Q: 3 clusters Score -291447.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -291448.781250 Penalty: 4153.167969
	Iteration 70Q: 3 clusters Score -291448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -291449.843750 Penalty: 4153.167969
	Iteration 71Q: 3 clusters Score -291449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -291451.468750 Penalty: 4153.167969
	Iteration 72Q: 3 clusters Score -291451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -291452.500000 Penalty: 4153.167969
	Iteration 73Q: 3 clusters Score -291452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -291453.156250 Penalty: 4153.167969
	Iteration 74Q: 3 clusters Score -291453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -291453.437500 Penalty: 4153.167969
	Iteration 75Q: 3 clusters Score -291453.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -291454.437500 Penalty: 4153.167969
	Iteration 76Q: 3 clusters Score -291454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -291454.937500 Penalty: 4153.167969
	Iteration 77Q: 3 clusters Score -291454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -291455.187500 Penalty: 4153.167969
	Iteration 78Q: 3 clusters Score -291455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -291455.437500 Penalty: 4153.167969
	Iteration 79Q: 3 clusters Score -291455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -291455.750000 Penalty: 4153.167969
	Iteration 80F: 3 clusters Score -291455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -291456.250000 Penalty: 4153.167969
	Iteration 81Q: 3 clusters Score -291456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -291456.250000 Penalty: 4153.167969
	Iteration 82F: 3 clusters Score -291456.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Entering Unmasked Estep 
Score: -1744334.250000 Penalty: 2468.554199
	Iteration 0F: 2 clusters Score -1744334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1729690.750000 Penalty: 4937.108398
	Iteration 0F: 3 clusters Score -1729691 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1734685.875000 Penalty: 4937.108398
	Iteration 1F: 3 clusters Score -1734686 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1735175.625000 Penalty: 4937.108398
	Iteration 2F: 3 clusters Score -1735176 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1735675.375000 Penalty: 4937.108398
	Iteration 3F: 3 clusters Score -1735675 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1736312.500000 Penalty: 4937.108398
	Iteration 4F: 3 clusters Score -1736312 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1737154.125000 Penalty: 4937.108398
	Iteration 5F: 3 clusters Score -1737154 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1738186.375000 Penalty: 4937.108398
	Iteration 6F: 3 clusters Score -1738186 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1739223.750000 Penalty: 4937.108398
	Iteration 7F: 3 clusters Score -1739224 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1740087.125000 Penalty: 4937.108398
	Iteration 8F: 3 clusters Score -1740087 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -1740726.125000 Penalty: 4937.108398
	Iteration 9Q: 3 clusters Score -1740726 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1741184.875000 Penalty: 4937.108398
	Iteration 10Q: 3 clusters Score -1741185 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -1741503.500000 Penalty: 4937.108398
	Iteration 11Q: 3 clusters Score -1741504 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1741751.875000 Penalty: 4937.108398
	Iteration 12Q: 3 clusters Score -1741752 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1741964.250000 Penalty: 4937.108398
	Iteration 13Q: 3 clusters Score -1741964 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1742195.375000 Penalty: 4937.108398
	Iteration 14Q: 3 clusters Score -1742195 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1742426.875000 Penalty: 4937.108398
	Iteration 15Q: 3 clusters Score -1742427 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1742590.000000 Penalty: 4937.108398
	Iteration 16Q: 3 clusters Score -1742590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -1742744.375000 Penalty: 4937.108398
	Iteration 17Q: 3 clusters Score -1742744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -1742871.250000 Penalty: 4937.108398
	Iteration 18Q: 3 clusters Score -1742871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1742968.750000 Penalty: 4937.108398
	Iteration 19Q: 3 clusters Score -1742969 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -1743035.125000 Penalty: 4937.108398
	Iteration 20F: 3 clusters Score -1743035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1743079.750000 Penalty: 4937.108398
	Iteration 21Q: 3 clusters Score -1743080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1743106.500000 Penalty: 4937.108398
	Iteration 22Q: 3 clusters Score -1743106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -1743117.125000 Penalty: 4937.108398
	Iteration 23Q: 3 clusters Score -1743117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1743131.875000 Penalty: 4937.108398
	Iteration 24Q: 3 clusters Score -1743132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1743131.000000 Penalty: 4937.108398
	Iteration 25Q: 3 clusters Score -1743131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1743132.500000 Penalty: 4937.108398
	Iteration 26Q: 3 clusters Score -1743132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1743139.125000 Penalty: 4937.108398
	Iteration 27Q: 3 clusters Score -1743139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1743143.750000 Penalty: 4937.108398
	Iteration 28Q: 3 clusters Score -1743144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1743140.375000 Penalty: 4937.108398
	Iteration 29Q: 3 clusters Score -1743140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1743142.500000 Penalty: 4937.108398
	Iteration 30Q: 3 clusters Score -1743142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1743141.625000 Penalty: 4937.108398
	Iteration 31Q: 3 clusters Score -1743142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1743140.875000 Penalty: 4937.108398
	Iteration 32Q: 3 clusters Score -1743141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1743142.000000 Penalty: 4937.108398
	Iteration 33Q: 3 clusters Score -1743142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1743140.875000 Penalty: 4937.108398
	Iteration 34Q: 3 clusters Score -1743141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -1743140.875000 Penalty: 4937.108398
	Iteration 35F: 3 clusters Score -1743141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Entering Unmasked Estep 
Score: -675594.562500 Penalty: 2230.647217
	Iteration 0F: 2 clusters Score -675594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -669111.000000 Penalty: 4461.294434
	Iteration 0F: 3 clusters Score -669111 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -670978.687500 Penalty: 4461.294434
	Iteration 1F: 3 clusters Score -670978.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -671302.687500 Penalty: 4461.294434
	Iteration 2F: 3 clusters Score -671302.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -671552.187500 Penalty: 4461.294434
	Iteration 3F: 3 clusters Score -671552.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -671767.812500 Penalty: 4461.294434
	Iteration 4Q: 3 clusters Score -671767.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -671985.687500 Penalty: 4461.294434
	Iteration 5Q: 3 clusters Score -671985.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -672213.000000 Penalty: 4461.294434
	Iteration 6Q: 3 clusters Score -672213 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -672410.125000 Penalty: 4461.294434
	Iteration 7Q: 3 clusters Score -672410.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -672588.000000 Penalty: 4461.294434
	Iteration 8Q: 3 clusters Score -672588 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -672769.750000 Penalty: 4461.294434
	Iteration 9Q: 3 clusters Score -672769.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -672929.187500 Penalty: 4461.294434
	Iteration 10Q: 3 clusters Score -672929.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -673058.062500 Penalty: 4461.294434
	Iteration 11Q: 3 clusters Score -673058.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -673202.375000 Penalty: 4461.294434
	Iteration 12Q: 3 clusters Score -673202.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -673343.500000 Penalty: 4461.294434
	Iteration 13Q: 3 clusters Score -673343.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -673436.625000 Penalty: 4461.294434
	Iteration 14Q: 3 clusters Score -673436.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -673526.812500 Penalty: 4461.294434
	Iteration 15Q: 3 clusters Score -673526.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -673607.562500 Penalty: 4461.294434
	Iteration 16Q: 3 clusters Score -673607.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -673668.125000 Penalty: 4461.294434
	Iteration 17Q: 3 clusters Score -673668.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -673715.562500 Penalty: 4461.294434
	Iteration 18Q: 3 clusters Score -673715.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -673758.375000 Penalty: 4461.294434
	Iteration 19Q: 3 clusters Score -673758.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -673799.312500 Penalty: 4461.294434
	Iteration 20F: 3 clusters Score -673799.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -673837.187500 Penalty: 4461.294434
	Iteration 21Q: 3 clusters Score -673837.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -673861.750000 Penalty: 4461.294434
	Iteration 22Q: 3 clusters Score -673861.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -673886.312500 Penalty: 4461.294434
	Iteration 23Q: 3 clusters Score -673886.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -673900.625000 Penalty: 4461.294434
	Iteration 24Q: 3 clusters Score -673900.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -673910.000000 Penalty: 4461.294434
	Iteration 25Q: 3 clusters Score -673910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -673921.625000 Penalty: 4461.294434
	Iteration 26Q: 3 clusters Score -673921.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -673931.500000 Penalty: 4461.294434
	Iteration 27Q: 3 clusters Score -673931.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -673936.250000 Penalty: 4461.294434
	Iteration 28Q: 3 clusters Score -673936.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -673938.187500 Penalty: 4461.294434
	Iteration 29Q: 3 clusters Score -673938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -673938.875000 Penalty: 4461.294434
	Iteration 30Q: 3 clusters Score -673938.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -673941.812500 Penalty: 4461.294434
	Iteration 31Q: 3 clusters Score -673941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -673943.187500 Penalty: 4461.294434
	Iteration 32Q: 3 clusters Score -673943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -673944.562500 Penalty: 4461.294434
	Iteration 33Q: 3 clusters Score -673944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -673945.187500 Penalty: 4461.294434
	Iteration 34Q: 3 clusters Score -673945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -673946.625000 Penalty: 4461.294434
	Iteration 35Q: 3 clusters Score -673946.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -673946.375000 Penalty: 4461.294434
	Iteration 36Q: 3 clusters Score -673946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -673946.375000 Penalty: 4461.294434
	Iteration 37F: 3 clusters Score -673946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Entering Unmasked Estep 
Score: -567424.250000 Penalty: 2197.263184
	Iteration 0F: 2 clusters Score -567424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -561672.937500 Penalty: 4394.526367
	Iteration 0F: 3 clusters Score -561672.9 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -563468.000000 Penalty: 4394.526367
	Iteration 1F: 3 clusters Score -563468 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -564117.187500 Penalty: 4394.526367
	Iteration 2F: 3 clusters Score -564117.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -564738.000000 Penalty: 4394.526367
	Iteration 3F: 3 clusters Score -564738 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -565176.500000 Penalty: 4394.526367
	Iteration 4F: 3 clusters Score -565176.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -565498.437500 Penalty: 4394.526367
	Iteration 5F: 3 clusters Score -565498.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -565718.625000 Penalty: 4394.526367
	Iteration 6Q: 3 clusters Score -565718.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -565863.937500 Penalty: 4394.526367
	Iteration 7Q: 3 clusters Score -565863.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -565970.875000 Penalty: 4394.526367
	Iteration 8Q: 3 clusters Score -565970.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -566056.437500 Penalty: 4394.526367
	Iteration 9Q: 3 clusters Score -566056.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -566142.562500 Penalty: 4394.526367
	Iteration 10Q: 3 clusters Score -566142.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -566198.500000 Penalty: 4394.526367
	Iteration 11Q: 3 clusters Score -566198.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -566224.062500 Penalty: 4394.526367
	Iteration 12Q: 3 clusters Score -566224.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -566250.437500 Penalty: 4394.526367
	Iteration 13Q: 3 clusters Score -566250.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -566271.562500 Penalty: 4394.526367
	Iteration 14Q: 3 clusters Score -566271.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -566286.187500 Penalty: 4394.526367
	Iteration 15Q: 3 clusters Score -566286.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -566303.375000 Penalty: 4394.526367
	Iteration 16Q: 3 clusters Score -566303.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -566320.750000 Penalty: 4394.526367
	Iteration 17Q: 3 clusters Score -566320.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -566339.250000 Penalty: 4394.526367
	Iteration 18Q: 3 clusters Score -566339.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -566351.875000 Penalty: 4394.526367
	Iteration 19Q: 3 clusters Score -566351.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -566368.187500 Penalty: 4394.526367
	Iteration 20F: 3 clusters Score -566368.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -566379.187500 Penalty: 4394.526367
	Iteration 21Q: 3 clusters Score -566379.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -566384.750000 Penalty: 4394.526367
	Iteration 22Q: 3 clusters Score -566384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -566389.375000 Penalty: 4394.526367
	Iteration 23Q: 3 clusters Score -566389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -566393.875000 Penalty: 4394.526367
	Iteration 24Q: 3 clusters Score -566393.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -566398.875000 Penalty: 4394.526367
	Iteration 25Q: 3 clusters Score -566398.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -566403.937500 Penalty: 4394.526367
	Iteration 26Q: 3 clusters Score -566403.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -566410.437500 Penalty: 4394.526367
	Iteration 27Q: 3 clusters Score -566410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -566415.437500 Penalty: 4394.526367
	Iteration 28Q: 3 clusters Score -566415.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -566420.312500 Penalty: 4394.526367
	Iteration 29Q: 3 clusters Score -566420.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -566426.625000 Penalty: 4394.526367
	Iteration 30Q: 3 clusters Score -566426.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -566435.250000 Penalty: 4394.526367
	Iteration 31Q: 3 clusters Score -566435.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -566443.625000 Penalty: 4394.526367
	Iteration 32Q: 3 clusters Score -566443.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -566449.687500 Penalty: 4394.526367
	Iteration 33Q: 3 clusters Score -566449.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -566455.125000 Penalty: 4394.526367
	Iteration 34Q: 3 clusters Score -566455.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -566462.000000 Penalty: 4394.526367
	Iteration 35Q: 3 clusters Score -566462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -566470.187500 Penalty: 4394.526367
	Iteration 36Q: 3 clusters Score -566470.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -566476.500000 Penalty: 4394.526367
	Iteration 37Q: 3 clusters Score -566476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -566479.500000 Penalty: 4394.526367
	Iteration 38Q: 3 clusters Score -566479.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -566482.875000 Penalty: 4394.526367
	Iteration 39Q: 3 clusters Score -566482.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -566486.062500 Penalty: 4394.526367
	Iteration 40F: 3 clusters Score -566486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -566488.187500 Penalty: 4394.526367
	Iteration 41Q: 3 clusters Score -566488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -566491.750000 Penalty: 4394.526367
	Iteration 42Q: 3 clusters Score -566491.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -566496.312500 Penalty: 4394.526367
	Iteration 43Q: 3 clusters Score -566496.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -566504.062500 Penalty: 4394.526367
	Iteration 44Q: 3 clusters Score -566504.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -566514.125000 Penalty: 4394.526367
	Iteration 45Q: 3 clusters Score -566514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -566524.875000 Penalty: 4394.526367
	Iteration 46Q: 3 clusters Score -566524.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -566538.187500 Penalty: 4394.526367
	Iteration 47Q: 3 clusters Score -566538.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -566550.937500 Penalty: 4394.526367
	Iteration 48Q: 3 clusters Score -566550.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -566564.687500 Penalty: 4394.526367
	Iteration 49Q: 3 clusters Score -566564.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -566581.562500 Penalty: 4394.526367
	Iteration 50Q: 3 clusters Score -566581.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -566598.437500 Penalty: 4394.526367
	Iteration 51Q: 3 clusters Score -566598.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -566621.562500 Penalty: 4394.526367
	Iteration 52Q: 3 clusters Score -566621.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -566658.375000 Penalty: 4394.526367
	Iteration 53Q: 3 clusters Score -566658.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -566718.437500 Penalty: 4394.526367
	Iteration 54Q: 3 clusters Score -566718.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -566814.125000 Penalty: 4394.526367
	Iteration 55Q: 3 clusters Score -566814.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -566935.437500 Penalty: 4394.526367
	Iteration 56Q: 3 clusters Score -566935.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -567117.125000 Penalty: 4394.526367
	Iteration 57Q: 3 clusters Score -567117.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -567297.437500 Penalty: 4394.526367
	Iteration 58Q: 3 clusters Score -567297.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -567526.500000 Penalty: 4394.526367
	Iteration 59Q: 3 clusters Score -567526.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -567777.875000 Penalty: 4394.526367
	Iteration 60F: 3 clusters Score -567777.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -567841.812500 Penalty: 4394.526367
	Iteration 61Q: 3 clusters Score -567841.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -567863.937500 Penalty: 4394.526367
	Iteration 62Q: 3 clusters Score -567863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -567877.687500 Penalty: 4394.526367
	Iteration 63Q: 3 clusters Score -567877.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -567888.000000 Penalty: 4394.526367
	Iteration 64Q: 3 clusters Score -567888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -567893.937500 Penalty: 4394.526367
	Iteration 65Q: 3 clusters Score -567893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -567902.625000 Penalty: 4394.526367
	Iteration 66Q: 3 clusters Score -567902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -567909.062500 Penalty: 4394.526367
	Iteration 67Q: 3 clusters Score -567909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -567911.750000 Penalty: 4394.526367
	Iteration 68Q: 3 clusters Score -567911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -567912.937500 Penalty: 4394.526367
	Iteration 69Q: 3 clusters Score -567912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -567914.625000 Penalty: 4394.526367
	Iteration 70Q: 3 clusters Score -567914.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -567914.812500 Penalty: 4394.526367
	Iteration 71Q: 3 clusters Score -567914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -567915.187500 Penalty: 4394.526367
	Iteration 72Q: 3 clusters Score -567915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -567915.187500 Penalty: 4394.526367
	Iteration 73F: 3 clusters Score -567915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326067 members 
Mstep: Class 8 contains 20042 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 5742 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 6748 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Mstep: Class 40 contains 1302 members 
Entering Unmasked Estep 
Score: -113011384.000000 Penalty: 139884.406250
Splitting cluster 21 changes total score from -113012416.000000 to -113011384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Entering Unmasked Estep 
Score: -521315.750000 Penalty: 2170.090820
	Iteration 0F: 2 clusters Score -521315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -516001.468750 Penalty: 4340.181641
	Iteration 0F: 3 clusters Score -516001.5 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -517340.968750 Penalty: 4340.181641
	Iteration 1F: 3 clusters Score -517341 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -517560.531250 Penalty: 4340.181641
	Iteration 2F: 3 clusters Score -517560.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -517708.656250 Penalty: 4340.181641
	Iteration 3Q: 3 clusters Score -517708.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -517836.875000 Penalty: 4340.181641
	Iteration 4Q: 3 clusters Score -517836.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -517974.937500 Penalty: 4340.181641
	Iteration 5Q: 3 clusters Score -517974.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -518121.312500 Penalty: 4340.181641
	Iteration 6Q: 3 clusters Score -518121.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -518302.375000 Penalty: 4340.181641
	Iteration 7Q: 3 clusters Score -518302.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -518524.187500 Penalty: 4340.181641
	Iteration 8Q: 3 clusters Score -518524.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -518733.187500 Penalty: 4340.181641
	Iteration 9Q: 3 clusters Score -518733.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -518907.500000 Penalty: 4340.181641
	Iteration 10Q: 3 clusters Score -518907.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -519078.062500 Penalty: 4340.181641
	Iteration 11Q: 3 clusters Score -519078.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -519211.187500 Penalty: 4340.181641
	Iteration 12Q: 3 clusters Score -519211.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -519325.218750 Penalty: 4340.181641
	Iteration 13Q: 3 clusters Score -519325.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -519415.812500 Penalty: 4340.181641
	Iteration 14Q: 3 clusters Score -519415.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -519495.406250 Penalty: 4340.181641
	Iteration 15Q: 3 clusters Score -519495.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -519577.406250 Penalty: 4340.181641
	Iteration 16Q: 3 clusters Score -519577.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -519665.750000 Penalty: 4340.181641
	Iteration 17Q: 3 clusters Score -519665.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -519732.812500 Penalty: 4340.181641
	Iteration 18Q: 3 clusters Score -519732.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -519771.125000 Penalty: 4340.181641
	Iteration 19Q: 3 clusters Score -519771.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -519817.343750 Penalty: 4340.181641
	Iteration 20F: 3 clusters Score -519817.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -519859.906250 Penalty: 4340.181641
	Iteration 21Q: 3 clusters Score -519859.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -519910.750000 Penalty: 4340.181641
	Iteration 22Q: 3 clusters Score -519910.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -519947.156250 Penalty: 4340.181641
	Iteration 23Q: 3 clusters Score -519947.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -519991.500000 Penalty: 4340.181641
	Iteration 24Q: 3 clusters Score -519991.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -520017.937500 Penalty: 4340.181641
	Iteration 25Q: 3 clusters Score -520017.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -520040.593750 Penalty: 4340.181641
	Iteration 26Q: 3 clusters Score -520040.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -520051.531250 Penalty: 4340.181641
	Iteration 27Q: 3 clusters Score -520051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -520061.187500 Penalty: 4340.181641
	Iteration 28Q: 3 clusters Score -520061.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -520067.750000 Penalty: 4340.181641
	Iteration 29Q: 3 clusters Score -520067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -520071.375000 Penalty: 4340.181641
	Iteration 30Q: 3 clusters Score -520071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -520073.531250 Penalty: 4340.181641
	Iteration 31Q: 3 clusters Score -520073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -520078.906250 Penalty: 4340.181641
	Iteration 32Q: 3 clusters Score -520078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -520084.500000 Penalty: 4340.181641
	Iteration 33Q: 3 clusters Score -520084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -520086.906250 Penalty: 4340.181641
	Iteration 34Q: 3 clusters Score -520086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -520087.062500 Penalty: 4340.181641
	Iteration 35Q: 3 clusters Score -520087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -520088.906250 Penalty: 4340.181641
	Iteration 36Q: 3 clusters Score -520088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -520090.406250 Penalty: 4340.181641
	Iteration 37Q: 3 clusters Score -520090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -520090.468750 Penalty: 4340.181641
	Iteration 38Q: 3 clusters Score -520090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -520090.468750 Penalty: 4340.181641
	Iteration 39F: 3 clusters Score -520090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Entering Unmasked Estep 
Score: -1650413.500000 Penalty: 2443.969971
	Iteration 0F: 2 clusters Score -1650414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1636969.250000 Penalty: 4887.939941
	Iteration 0F: 3 clusters Score -1636969 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1641504.125000 Penalty: 4887.939941
	Iteration 1F: 3 clusters Score -1641504 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1642066.875000 Penalty: 4887.939941
	Iteration 2F: 3 clusters Score -1642067 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1642571.250000 Penalty: 4887.939941
	Iteration 3F: 3 clusters Score -1642571 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1643122.125000 Penalty: 4887.939941
	Iteration 4F: 3 clusters Score -1643122 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1643735.750000 Penalty: 4887.939941
	Iteration 5F: 3 clusters Score -1643736 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1644373.500000 Penalty: 4887.939941
	Iteration 6F: 3 clusters Score -1644374 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1644944.000000 Penalty: 4887.939941
	Iteration 7F: 3 clusters Score -1644944 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1645405.125000 Penalty: 4887.939941
	Iteration 8Q: 3 clusters Score -1645405 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1645818.375000 Penalty: 4887.939941
	Iteration 9Q: 3 clusters Score -1645818 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1646179.375000 Penalty: 4887.939941
	Iteration 10Q: 3 clusters Score -1646179 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1646525.125000 Penalty: 4887.939941
	Iteration 11Q: 3 clusters Score -1646525 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1646896.750000 Penalty: 4887.939941
	Iteration 12Q: 3 clusters Score -1646897 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1647195.750000 Penalty: 4887.939941
	Iteration 13Q: 3 clusters Score -1647196 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1647453.000000 Penalty: 4887.939941
	Iteration 14Q: 3 clusters Score -1647453 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1647671.000000 Penalty: 4887.939941
	Iteration 15Q: 3 clusters Score -1647671 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1647837.625000 Penalty: 4887.939941
	Iteration 16Q: 3 clusters Score -1647838 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1647965.000000 Penalty: 4887.939941
	Iteration 17Q: 3 clusters Score -1647965 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1648035.750000 Penalty: 4887.939941
	Iteration 18Q: 3 clusters Score -1648036 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1648086.000000 Penalty: 4887.939941
	Iteration 19Q: 3 clusters Score -1648086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1648119.625000 Penalty: 4887.939941
	Iteration 20F: 3 clusters Score -1648120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1648149.000000 Penalty: 4887.939941
	Iteration 21Q: 3 clusters Score -1648149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1648187.000000 Penalty: 4887.939941
	Iteration 22Q: 3 clusters Score -1648187 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1648206.000000 Penalty: 4887.939941
	Iteration 23Q: 3 clusters Score -1648206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1648227.500000 Penalty: 4887.939941
	Iteration 24Q: 3 clusters Score -1648228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1648245.250000 Penalty: 4887.939941
	Iteration 25Q: 3 clusters Score -1648245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1648272.125000 Penalty: 4887.939941
	Iteration 26Q: 3 clusters Score -1648272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1648298.000000 Penalty: 4887.939941
	Iteration 27Q: 3 clusters Score -1648298 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1648317.125000 Penalty: 4887.939941
	Iteration 28Q: 3 clusters Score -1648317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1648331.875000 Penalty: 4887.939941
	Iteration 29Q: 3 clusters Score -1648332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1648348.875000 Penalty: 4887.939941
	Iteration 30Q: 3 clusters Score -1648349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1648372.500000 Penalty: 4887.939941
	Iteration 31Q: 3 clusters Score -1648372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1648393.625000 Penalty: 4887.939941
	Iteration 32Q: 3 clusters Score -1648394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1648431.250000 Penalty: 4887.939941
	Iteration 33Q: 3 clusters Score -1648431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1648452.375000 Penalty: 4887.939941
	Iteration 34Q: 3 clusters Score -1648452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1648482.750000 Penalty: 4887.939941
	Iteration 35Q: 3 clusters Score -1648483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1648511.875000 Penalty: 4887.939941
	Iteration 36Q: 3 clusters Score -1648512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1648543.625000 Penalty: 4887.939941
	Iteration 37Q: 3 clusters Score -1648544 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1648570.875000 Penalty: 4887.939941
	Iteration 38Q: 3 clusters Score -1648571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1648595.500000 Penalty: 4887.939941
	Iteration 39Q: 3 clusters Score -1648596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1648619.125000 Penalty: 4887.939941
	Iteration 40F: 3 clusters Score -1648619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1648642.875000 Penalty: 4887.939941
	Iteration 41Q: 3 clusters Score -1648643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1648651.750000 Penalty: 4887.939941
	Iteration 42Q: 3 clusters Score -1648652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1648677.125000 Penalty: 4887.939941
	Iteration 43Q: 3 clusters Score -1648677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1648691.875000 Penalty: 4887.939941
	Iteration 44Q: 3 clusters Score -1648692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1648705.625000 Penalty: 4887.939941
	Iteration 45Q: 3 clusters Score -1648706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1648721.250000 Penalty: 4887.939941
	Iteration 46Q: 3 clusters Score -1648721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1648725.875000 Penalty: 4887.939941
	Iteration 47Q: 3 clusters Score -1648726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1648725.375000 Penalty: 4887.939941
	Iteration 48Q: 3 clusters Score -1648725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1648729.500000 Penalty: 4887.939941
	Iteration 49Q: 3 clusters Score -1648730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1648738.500000 Penalty: 4887.939941
	Iteration 50Q: 3 clusters Score -1648738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1648737.750000 Penalty: 4887.939941
	Iteration 51Q: 3 clusters Score -1648738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1648745.125000 Penalty: 4887.939941
	Iteration 52Q: 3 clusters Score -1648745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1648749.250000 Penalty: 4887.939941
	Iteration 53Q: 3 clusters Score -1648749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1648752.875000 Penalty: 4887.939941
	Iteration 54Q: 3 clusters Score -1648753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1648755.500000 Penalty: 4887.939941
	Iteration 55Q: 3 clusters Score -1648756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1648762.125000 Penalty: 4887.939941
	Iteration 56Q: 3 clusters Score -1648762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1648768.750000 Penalty: 4887.939941
	Iteration 57Q: 3 clusters Score -1648769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1648771.625000 Penalty: 4887.939941
	Iteration 58Q: 3 clusters Score -1648772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1648780.250000 Penalty: 4887.939941
	Iteration 59Q: 3 clusters Score -1648780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1648776.750000 Penalty: 4887.939941
	Iteration 60F: 3 clusters Score -1648777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1648784.750000 Penalty: 4887.939941
	Iteration 61Q: 3 clusters Score -1648785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1648785.125000 Penalty: 4887.939941
	Iteration 62Q: 3 clusters Score -1648785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1648789.250000 Penalty: 4887.939941
	Iteration 63Q: 3 clusters Score -1648789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1648786.250000 Penalty: 4887.939941
	Iteration 64Q: 3 clusters Score -1648786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1648791.625000 Penalty: 4887.939941
	Iteration 65Q: 3 clusters Score -1648792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1648793.000000 Penalty: 4887.939941
	Iteration 66Q: 3 clusters Score -1648793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1648798.000000 Penalty: 4887.939941
	Iteration 67Q: 3 clusters Score -1648798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1648797.250000 Penalty: 4887.939941
	Iteration 68Q: 3 clusters Score -1648797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1648799.625000 Penalty: 4887.939941
	Iteration 69Q: 3 clusters Score -1648800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1648801.500000 Penalty: 4887.939941
	Iteration 70Q: 3 clusters Score -1648802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1648806.875000 Penalty: 4887.939941
	Iteration 71Q: 3 clusters Score -1648807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1648810.500000 Penalty: 4887.939941
	Iteration 72Q: 3 clusters Score -1648810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1648814.500000 Penalty: 4887.939941
	Iteration 73Q: 3 clusters Score -1648814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1648817.375000 Penalty: 4887.939941
	Iteration 74Q: 3 clusters Score -1648817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1648820.875000 Penalty: 4887.939941
	Iteration 75Q: 3 clusters Score -1648821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1648821.750000 Penalty: 4887.939941
	Iteration 76Q: 3 clusters Score -1648822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1648825.000000 Penalty: 4887.939941
	Iteration 77Q: 3 clusters Score -1648825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1648828.375000 Penalty: 4887.939941
	Iteration 78Q: 3 clusters Score -1648828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1648831.125000 Penalty: 4887.939941
	Iteration 79Q: 3 clusters Score -1648831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1648834.000000 Penalty: 4887.939941
	Iteration 80F: 3 clusters Score -1648834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1648833.500000 Penalty: 4887.939941
	Iteration 81Q: 3 clusters Score -1648834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1648833.250000 Penalty: 4887.939941
	Iteration 82Q: 3 clusters Score -1648833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1648836.000000 Penalty: 4887.939941
	Iteration 83Q: 3 clusters Score -1648836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1648836.750000 Penalty: 4887.939941
	Iteration 84Q: 3 clusters Score -1648837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1648838.250000 Penalty: 4887.939941
	Iteration 85Q: 3 clusters Score -1648838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1648839.000000 Penalty: 4887.939941
	Iteration 86Q: 3 clusters Score -1648839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1648838.000000 Penalty: 4887.939941
	Iteration 87Q: 3 clusters Score -1648838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1648838.000000 Penalty: 4887.939941
	Iteration 88F: 3 clusters Score -1648838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Entering Unmasked Estep 
Score: -2463991.500000 Penalty: 2538.693848
	Iteration 0F: 2 clusters Score -2463992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2444718.750000 Penalty: 5077.387695
	Iteration 0F: 3 clusters Score -2444719 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2451501.500000 Penalty: 5077.387695
	Iteration 1F: 3 clusters Score -2451502 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2451899.500000 Penalty: 5077.387695
	Iteration 2Q: 3 clusters Score -2451900 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2452228.750000 Penalty: 5077.387695
	Iteration 3Q: 3 clusters Score -2452229 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2452564.500000 Penalty: 5077.387695
	Iteration 4Q: 3 clusters Score -2452564 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2452846.000000 Penalty: 5077.387695
	Iteration 5Q: 3 clusters Score -2452846 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2453205.750000 Penalty: 5077.387695
	Iteration 6Q: 3 clusters Score -2453206 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2453639.000000 Penalty: 5077.387695
	Iteration 7Q: 3 clusters Score -2453639 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2454274.000000 Penalty: 5077.387695
	Iteration 8Q: 3 clusters Score -2454274 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2455142.250000 Penalty: 5077.387695
	Iteration 9F: 3 clusters Score -2455142 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2456352.000000 Penalty: 5077.387695
	Iteration 10F: 3 clusters Score -2456352 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2457720.250000 Penalty: 5077.387695
	Iteration 11F: 3 clusters Score -2457720 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2458971.750000 Penalty: 5077.387695
	Iteration 12F: 3 clusters Score -2458972 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2459878.000000 Penalty: 5077.387695
	Iteration 13Q: 3 clusters Score -2459878 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2460355.750000 Penalty: 5077.387695
	Iteration 14Q: 3 clusters Score -2460356 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2460644.000000 Penalty: 5077.387695
	Iteration 15Q: 3 clusters Score -2460644 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2460811.750000 Penalty: 5077.387695
	Iteration 16Q: 3 clusters Score -2460812 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -2460925.250000 Penalty: 5077.387695
	Iteration 17Q: 3 clusters Score -2460925 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2461018.000000 Penalty: 5077.387695
	Iteration 18Q: 3 clusters Score -2461018 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -2461101.500000 Penalty: 5077.387695
	Iteration 19Q: 3 clusters Score -2461102 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -2461181.250000 Penalty: 5077.387695
	Iteration 20F: 3 clusters Score -2461181 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -2461238.750000 Penalty: 5077.387695
	Iteration 21Q: 3 clusters Score -2461239 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2461299.500000 Penalty: 5077.387695
	Iteration 22Q: 3 clusters Score -2461300 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2461350.500000 Penalty: 5077.387695
	Iteration 23Q: 3 clusters Score -2461350 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -2461378.750000 Penalty: 5077.387695
	Iteration 24Q: 3 clusters Score -2461379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -2461410.000000 Penalty: 5077.387695
	Iteration 25Q: 3 clusters Score -2461410 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2461442.750000 Penalty: 5077.387695
	Iteration 26Q: 3 clusters Score -2461443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2461470.500000 Penalty: 5077.387695
	Iteration 27Q: 3 clusters Score -2461470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2461501.250000 Penalty: 5077.387695
	Iteration 28Q: 3 clusters Score -2461501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2461522.250000 Penalty: 5077.387695
	Iteration 29Q: 3 clusters Score -2461522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -2461543.500000 Penalty: 5077.387695
	Iteration 30Q: 3 clusters Score -2461544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -2461557.750000 Penalty: 5077.387695
	Iteration 31Q: 3 clusters Score -2461558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2461563.500000 Penalty: 5077.387695
	Iteration 32Q: 3 clusters Score -2461564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2461578.500000 Penalty: 5077.387695
	Iteration 33Q: 3 clusters Score -2461578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -2461585.250000 Penalty: 5077.387695
	Iteration 34Q: 3 clusters Score -2461585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -2461590.750000 Penalty: 5077.387695
	Iteration 35Q: 3 clusters Score -2461591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -2461601.250000 Penalty: 5077.387695
	Iteration 36Q: 3 clusters Score -2461601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2461611.500000 Penalty: 5077.387695
	Iteration 37Q: 3 clusters Score -2461612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -2461621.750000 Penalty: 5077.387695
	Iteration 38Q: 3 clusters Score -2461622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2461639.750000 Penalty: 5077.387695
	Iteration 39Q: 3 clusters Score -2461640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -2461644.000000 Penalty: 5077.387695
	Iteration 40F: 3 clusters Score -2461644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -2461645.750000 Penalty: 5077.387695
	Iteration 41Q: 3 clusters Score -2461646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -2461647.500000 Penalty: 5077.387695
	Iteration 42Q: 3 clusters Score -2461648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -2461656.000000 Penalty: 5077.387695
	Iteration 43Q: 3 clusters Score -2461656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2461665.000000 Penalty: 5077.387695
	Iteration 44Q: 3 clusters Score -2461665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2461671.000000 Penalty: 5077.387695
	Iteration 45Q: 3 clusters Score -2461671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -2461675.500000 Penalty: 5077.387695
	Iteration 46Q: 3 clusters Score -2461676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -2461686.000000 Penalty: 5077.387695
	Iteration 47Q: 3 clusters Score -2461686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2461693.250000 Penalty: 5077.387695
	Iteration 48Q: 3 clusters Score -2461693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2461698.250000 Penalty: 5077.387695
	Iteration 49Q: 3 clusters Score -2461698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -2461703.750000 Penalty: 5077.387695
	Iteration 50Q: 3 clusters Score -2461704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2461701.500000 Penalty: 5077.387695
	Iteration 51Q: 3 clusters Score -2461702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -2461700.000000 Penalty: 5077.387695
	Iteration 52Q: 3 clusters Score -2461700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -2461702.000000 Penalty: 5077.387695
	Iteration 53Q: 3 clusters Score -2461702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -2461709.500000 Penalty: 5077.387695
	Iteration 54Q: 3 clusters Score -2461710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -2461705.500000 Penalty: 5077.387695
	Iteration 55Q: 3 clusters Score -2461706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2461716.000000 Penalty: 5077.387695
	Iteration 56Q: 3 clusters Score -2461716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2461716.250000 Penalty: 5077.387695
	Iteration 57Q: 3 clusters Score -2461716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -2461718.250000 Penalty: 5077.387695
	Iteration 58Q: 3 clusters Score -2461718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -2461723.000000 Penalty: 5077.387695
	Iteration 59Q: 3 clusters Score -2461723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -2461722.500000 Penalty: 5077.387695
	Iteration 60F: 3 clusters Score -2461722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -2461725.250000 Penalty: 5077.387695
	Iteration 61Q: 3 clusters Score -2461725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -2461724.750000 Penalty: 5077.387695
	Iteration 62Q: 3 clusters Score -2461725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -2461727.250000 Penalty: 5077.387695
	Iteration 63Q: 3 clusters Score -2461727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -2461729.500000 Penalty: 5077.387695
	Iteration 64Q: 3 clusters Score -2461730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2461729.500000 Penalty: 5077.387695
	Iteration 65Q: 3 clusters Score -2461730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -2461733.000000 Penalty: 5077.387695
	Iteration 66Q: 3 clusters Score -2461733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -2461742.750000 Penalty: 5077.387695
	Iteration 67Q: 3 clusters Score -2461743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2461744.750000 Penalty: 5077.387695
	Iteration 68Q: 3 clusters Score -2461745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -2461745.750000 Penalty: 5077.387695
	Iteration 69Q: 3 clusters Score -2461746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -2461744.000000 Penalty: 5077.387695
	Iteration 70Q: 3 clusters Score -2461744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -2461745.750000 Penalty: 5077.387695
	Iteration 71Q: 3 clusters Score -2461746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -2461745.500000 Penalty: 5077.387695
	Iteration 72Q: 3 clusters Score -2461746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2461748.750000 Penalty: 5077.387695
	Iteration 73Q: 3 clusters Score -2461749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2461748.500000 Penalty: 5077.387695
	Iteration 74Q: 3 clusters Score -2461748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2461752.750000 Penalty: 5077.387695
	Iteration 75Q: 3 clusters Score -2461753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2461754.250000 Penalty: 5077.387695
	Iteration 76Q: 3 clusters Score -2461754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2461754.250000 Penalty: 5077.387695
	Iteration 77Q: 3 clusters Score -2461754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -2461754.500000 Penalty: 5077.387695
	Iteration 78Q: 3 clusters Score -2461754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -2461755.000000 Penalty: 5077.387695
	Iteration 79Q: 3 clusters Score -2461755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2461754.250000 Penalty: 5077.387695
	Iteration 80F: 3 clusters Score -2461754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2461757.750000 Penalty: 5077.387695
	Iteration 81Q: 3 clusters Score -2461758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2461763.250000 Penalty: 5077.387695
	Iteration 82Q: 3 clusters Score -2461763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -2461758.250000 Penalty: 5077.387695
	Iteration 83Q: 3 clusters Score -2461758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2461758.250000 Penalty: 5077.387695
	Iteration 84Q: 3 clusters Score -2461758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2461758.000000 Penalty: 5077.387695
	Iteration 85Q: 3 clusters Score -2461758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -2461760.500000 Penalty: 5077.387695
	Iteration 86Q: 3 clusters Score -2461760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2461758.000000 Penalty: 5077.387695
	Iteration 87Q: 3 clusters Score -2461758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2461763.000000 Penalty: 5077.387695
	Iteration 88Q: 3 clusters Score -2461763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -2461763.750000 Penalty: 5077.387695
	Iteration 89Q: 3 clusters Score -2461764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2461765.750000 Penalty: 5077.387695
	Iteration 90Q: 3 clusters Score -2461766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -2461765.000000 Penalty: 5077.387695
	Iteration 91Q: 3 clusters Score -2461765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -2461766.750000 Penalty: 5077.387695
	Iteration 92Q: 3 clusters Score -2461767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -2461771.750000 Penalty: 5077.387695
	Iteration 93Q: 3 clusters Score -2461772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2461770.250000 Penalty: 5077.387695
	Iteration 94Q: 3 clusters Score -2461770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2461772.000000 Penalty: 5077.387695
	Iteration 95Q: 3 clusters Score -2461772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2461770.750000 Penalty: 5077.387695
	Iteration 96Q: 3 clusters Score -2461771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -2461773.500000 Penalty: 5077.387695
	Iteration 97Q: 3 clusters Score -2461774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -2461775.000000 Penalty: 5077.387695
	Iteration 98Q: 3 clusters Score -2461775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -2461776.500000 Penalty: 5077.387695
	Iteration 99Q: 3 clusters Score -2461776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -2461775.000000 Penalty: 5077.387695
	Iteration 100F: 3 clusters Score -2461775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -2461777.500000 Penalty: 5077.387695
	Iteration 101Q: 3 clusters Score -2461778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2461778.750000 Penalty: 5077.387695
	Iteration 102Q: 3 clusters Score -2461779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -2461778.500000 Penalty: 5077.387695
	Iteration 103Q: 3 clusters Score -2461778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -2461780.250000 Penalty: 5077.387695
	Iteration 104Q: 3 clusters Score -2461780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2461779.000000 Penalty: 5077.387695
	Iteration 105Q: 3 clusters Score -2461779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -2461777.750000 Penalty: 5077.387695
	Iteration 106Q: 3 clusters Score -2461778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2461779.000000 Penalty: 5077.387695
	Iteration 107Q: 3 clusters Score -2461779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2461781.250000 Penalty: 5077.387695
	Iteration 108Q: 3 clusters Score -2461781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2461779.000000 Penalty: 5077.387695
	Iteration 109Q: 3 clusters Score -2461779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -2461779.000000 Penalty: 5077.387695
	Iteration 110F: 3 clusters Score -2461779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -189952.593750 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -189952.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -187137.859375 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -187137.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -187668.703125 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -187668.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -187808.546875 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -187808.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -187920.531250 Penalty: 3850.669434
	Iteration 3Q: 3 clusters Score -187920.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -188006.046875 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -188006 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -188071.953125 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -188072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -188153.218750 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -188153.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -188237.203125 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -188237.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -188329.531250 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -188329.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -188419.812500 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -188419.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -188482.578125 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -188482.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -188547.250000 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -188547.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -188614.484375 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -188614.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -188678.562500 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -188678.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -188740.359375 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -188740.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -188784.234375 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -188784.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188812.000000 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -188812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -188826.468750 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -188826.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -188838.609375 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -188838.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -188844.953125 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -188845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -188855.875000 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -188855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -188866.359375 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -188866.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -188874.718750 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -188874.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -188881.609375 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -188881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188887.140625 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -188887.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -188897.406250 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -188897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -188902.953125 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -188903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -188905.281250 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -188905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -188905.406250 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -188905.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -188905.406250 Penalty: 3850.669434
	Iteration 29F: 3 clusters Score -188905.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Entering Unmasked Estep 
Score: -2284168.250000 Penalty: 2525.564941
	Iteration 0F: 2 clusters Score -2284168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2265961.000000 Penalty: 5051.129883
	Iteration 0F: 3 clusters Score -2265961 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2272395.750000 Penalty: 5051.129883
	Iteration 1F: 3 clusters Score -2272396 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2272842.500000 Penalty: 5051.129883
	Iteration 2Q: 3 clusters Score -2272842 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2273284.750000 Penalty: 5051.129883
	Iteration 3Q: 3 clusters Score -2273285 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2273807.750000 Penalty: 5051.129883
	Iteration 4Q: 3 clusters Score -2273808 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2274403.500000 Penalty: 5051.129883
	Iteration 5Q: 3 clusters Score -2274404 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2275205.250000 Penalty: 5051.129883
	Iteration 6F: 3 clusters Score -2275205 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2276255.250000 Penalty: 5051.129883
	Iteration 7F: 3 clusters Score -2276255 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2277474.750000 Penalty: 5051.129883
	Iteration 8F: 3 clusters Score -2277475 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2278710.250000 Penalty: 5051.129883
	Iteration 9F: 3 clusters Score -2278710 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2279818.000000 Penalty: 5051.129883
	Iteration 10Q: 3 clusters Score -2279818 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2280571.500000 Penalty: 5051.129883
	Iteration 11Q: 3 clusters Score -2280572 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -2281072.500000 Penalty: 5051.129883
	Iteration 12Q: 3 clusters Score -2281072 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2281396.500000 Penalty: 5051.129883
	Iteration 13Q: 3 clusters Score -2281396 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2281586.500000 Penalty: 5051.129883
	Iteration 14Q: 3 clusters Score -2281586 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -2281706.500000 Penalty: 5051.129883
	Iteration 15Q: 3 clusters Score -2281706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2281817.500000 Penalty: 5051.129883
	Iteration 16Q: 3 clusters Score -2281818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2281878.500000 Penalty: 5051.129883
	Iteration 17Q: 3 clusters Score -2281878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2281928.250000 Penalty: 5051.129883
	Iteration 18Q: 3 clusters Score -2281928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -2281971.750000 Penalty: 5051.129883
	Iteration 19Q: 3 clusters Score -2281972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -2282004.500000 Penalty: 5051.129883
	Iteration 20F: 3 clusters Score -2282004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2282024.500000 Penalty: 5051.129883
	Iteration 21Q: 3 clusters Score -2282024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -2282043.000000 Penalty: 5051.129883
	Iteration 22Q: 3 clusters Score -2282043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -2282046.500000 Penalty: 5051.129883
	Iteration 23Q: 3 clusters Score -2282046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -2282052.000000 Penalty: 5051.129883
	Iteration 24Q: 3 clusters Score -2282052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2282055.500000 Penalty: 5051.129883
	Iteration 25Q: 3 clusters Score -2282056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2282057.000000 Penalty: 5051.129883
	Iteration 26Q: 3 clusters Score -2282057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2282058.750000 Penalty: 5051.129883
	Iteration 27Q: 3 clusters Score -2282059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -2282058.750000 Penalty: 5051.129883
	Iteration 28F: 3 clusters Score -2282059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -830281.562500 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -830281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -822511.187500 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -822511.2 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -824716.687500 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -824716.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -825004.937500 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -825004.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -825234.750000 Penalty: 4570.654785
	Iteration 3F: 3 clusters Score -825234.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -825429.187500 Penalty: 4570.654785
	Iteration 4Q: 3 clusters Score -825429.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -825588.812500 Penalty: 4570.654785
	Iteration 5Q: 3 clusters Score -825588.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -825728.750000 Penalty: 4570.654785
	Iteration 6Q: 3 clusters Score -825728.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -825912.125000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -825912.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -826137.375000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -826137.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -826398.562500 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -826398.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -826778.062500 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -826778.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -827243.750000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -827243.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -827709.625000 Penalty: 4570.654785
	Iteration 12F: 3 clusters Score -827709.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -828144.625000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -828144.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -828539.312500 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -828539.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -828875.562500 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -828875.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -829165.187500 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -829165.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -829405.812500 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -829405.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -829566.250000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -829566.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -829657.562500 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -829657.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -829703.250000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -829703.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -829724.125000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -829724.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -829737.187500 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -829737.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -829745.500000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -829745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -829749.625000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -829749.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -829750.937500 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -829750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -829753.750000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -829753.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -829753.687500 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -829753.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -829755.125000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -829755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -829755.375000 Penalty: 4570.654785
	Iteration 29Q: 3 clusters Score -829755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -829755.875000 Penalty: 4570.654785
	Iteration 30Q: 3 clusters Score -829755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -829756.250000 Penalty: 4570.654785
	Iteration 31Q: 3 clusters Score -829756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -829755.812500 Penalty: 4570.654785
	Iteration 32Q: 3 clusters Score -829755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -829754.750000 Penalty: 4570.654785
	Iteration 33Q: 3 clusters Score -829754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -829756.500000 Penalty: 4570.654785
	Iteration 34Q: 3 clusters Score -829756.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -829754.562500 Penalty: 4570.654785
	Iteration 35Q: 3 clusters Score -829754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -829754.000000 Penalty: 4570.654785
	Iteration 36Q: 3 clusters Score -829754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -829756.125000 Penalty: 4570.654785
	Iteration 37Q: 3 clusters Score -829756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -829757.562500 Penalty: 4570.654785
	Iteration 38Q: 3 clusters Score -829757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -829757.250000 Penalty: 4570.654785
	Iteration 39Q: 3 clusters Score -829757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -829757.250000 Penalty: 4570.654785
	Iteration 40F: 3 clusters Score -829757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -405951.687500 Penalty: 2089.364990
	Iteration 0F: 2 clusters Score -405951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -401751.156250 Penalty: 4178.729980
	Iteration 0F: 3 clusters Score -401751.2 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -402714.187500 Penalty: 4178.729980
	Iteration 1F: 3 clusters Score -402714.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -402883.562500 Penalty: 4178.729980
	Iteration 2F: 3 clusters Score -402883.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -402976.031250 Penalty: 4178.729980
	Iteration 3Q: 3 clusters Score -402976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -403023.843750 Penalty: 4178.729980
	Iteration 4Q: 3 clusters Score -403023.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -403056.437500 Penalty: 4178.729980
	Iteration 5Q: 3 clusters Score -403056.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -403082.656250 Penalty: 4178.729980
	Iteration 6Q: 3 clusters Score -403082.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -403097.875000 Penalty: 4178.729980
	Iteration 7Q: 3 clusters Score -403097.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -403109.468750 Penalty: 4178.729980
	Iteration 8Q: 3 clusters Score -403109.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -403119.218750 Penalty: 4178.729980
	Iteration 9Q: 3 clusters Score -403119.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -403131.375000 Penalty: 4178.729980
	Iteration 10Q: 3 clusters Score -403131.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -403143.906250 Penalty: 4178.729980
	Iteration 11Q: 3 clusters Score -403143.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -403153.437500 Penalty: 4178.729980
	Iteration 12Q: 3 clusters Score -403153.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -403164.125000 Penalty: 4178.729980
	Iteration 13Q: 3 clusters Score -403164.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -403176.843750 Penalty: 4178.729980
	Iteration 14Q: 3 clusters Score -403176.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -403192.625000 Penalty: 4178.729980
	Iteration 15Q: 3 clusters Score -403192.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -403203.468750 Penalty: 4178.729980
	Iteration 16Q: 3 clusters Score -403203.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -403215.625000 Penalty: 4178.729980
	Iteration 17Q: 3 clusters Score -403215.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -403224.406250 Penalty: 4178.729980
	Iteration 18Q: 3 clusters Score -403224.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -403229.468750 Penalty: 4178.729980
	Iteration 19Q: 3 clusters Score -403229.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -403234.812500 Penalty: 4178.729980
	Iteration 20F: 3 clusters Score -403234.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -403237.718750 Penalty: 4178.729980
	Iteration 21Q: 3 clusters Score -403237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -403238.343750 Penalty: 4178.729980
	Iteration 22Q: 3 clusters Score -403238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -403239.562500 Penalty: 4178.729980
	Iteration 23Q: 3 clusters Score -403239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -403241.000000 Penalty: 4178.729980
	Iteration 24Q: 3 clusters Score -403241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -403242.718750 Penalty: 4178.729980
	Iteration 25Q: 3 clusters Score -403242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -403243.718750 Penalty: 4178.729980
	Iteration 26Q: 3 clusters Score -403243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -403244.562500 Penalty: 4178.729980
	Iteration 27Q: 3 clusters Score -403244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -403245.375000 Penalty: 4178.729980
	Iteration 28Q: 3 clusters Score -403245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -403246.343750 Penalty: 4178.729980
	Iteration 29Q: 3 clusters Score -403246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -403246.062500 Penalty: 4178.729980
	Iteration 30Q: 3 clusters Score -403246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -403246.875000 Penalty: 4178.729980
	Iteration 31Q: 3 clusters Score -403246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -403248.156250 Penalty: 4178.729980
	Iteration 32Q: 3 clusters Score -403248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -403248.750000 Penalty: 4178.729980
	Iteration 33Q: 3 clusters Score -403248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -403249.406250 Penalty: 4178.729980
	Iteration 34Q: 3 clusters Score -403249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -403250.500000 Penalty: 4178.729980
	Iteration 35Q: 3 clusters Score -403250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -403251.312500 Penalty: 4178.729980
	Iteration 36Q: 3 clusters Score -403251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -403251.625000 Penalty: 4178.729980
	Iteration 37Q: 3 clusters Score -403251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -403251.281250 Penalty: 4178.729980
	Iteration 38Q: 3 clusters Score -403251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -403251.281250 Penalty: 4178.729980
	Iteration 39F: 3 clusters Score -403251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (10083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Entering Unmasked Estep 
Score: -864567.250000 Penalty: 2286.214355
	Iteration 0F: 2 clusters Score -864567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -856900.062500 Penalty: 4572.428711
	Iteration 0F: 3 clusters Score -856900.1 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -859137.187500 Penalty: 4572.428711
	Iteration 1F: 3 clusters Score -859137.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -859389.625000 Penalty: 4572.428711
	Iteration 2F: 3 clusters Score -859389.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -859565.250000 Penalty: 4572.428711
	Iteration 3Q: 3 clusters Score -859565.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -859696.062500 Penalty: 4572.428711
	Iteration 4Q: 3 clusters Score -859696.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -859821.750000 Penalty: 4572.428711
	Iteration 5Q: 3 clusters Score -859821.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -859944.500000 Penalty: 4572.428711
	Iteration 6Q: 3 clusters Score -859944.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -860074.250000 Penalty: 4572.428711
	Iteration 7Q: 3 clusters Score -860074.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -860217.250000 Penalty: 4572.428711
	Iteration 8Q: 3 clusters Score -860217.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -860338.812500 Penalty: 4572.428711
	Iteration 9Q: 3 clusters Score -860338.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -860468.062500 Penalty: 4572.428711
	Iteration 10Q: 3 clusters Score -860468.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -860593.500000 Penalty: 4572.428711
	Iteration 11Q: 3 clusters Score -860593.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -860745.562500 Penalty: 4572.428711
	Iteration 12Q: 3 clusters Score -860745.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -860875.250000 Penalty: 4572.428711
	Iteration 13Q: 3 clusters Score -860875.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -861006.562500 Penalty: 4572.428711
	Iteration 14Q: 3 clusters Score -861006.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -861110.125000 Penalty: 4572.428711
	Iteration 15Q: 3 clusters Score -861110.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -861203.500000 Penalty: 4572.428711
	Iteration 16Q: 3 clusters Score -861203.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -861298.375000 Penalty: 4572.428711
	Iteration 17Q: 3 clusters Score -861298.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -861365.437500 Penalty: 4572.428711
	Iteration 18Q: 3 clusters Score -861365.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -861435.125000 Penalty: 4572.428711
	Iteration 19Q: 3 clusters Score -861435.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -861497.937500 Penalty: 4572.428711
	Iteration 20F: 3 clusters Score -861497.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -861563.187500 Penalty: 4572.428711
	Iteration 21Q: 3 clusters Score -861563.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -861621.250000 Penalty: 4572.428711
	Iteration 22Q: 3 clusters Score -861621.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -861677.750000 Penalty: 4572.428711
	Iteration 23Q: 3 clusters Score -861677.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -861729.000000 Penalty: 4572.428711
	Iteration 24Q: 3 clusters Score -861729 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -861772.687500 Penalty: 4572.428711
	Iteration 25Q: 3 clusters Score -861772.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -861808.812500 Penalty: 4572.428711
	Iteration 26Q: 3 clusters Score -861808.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -861832.500000 Penalty: 4572.428711
	Iteration 27Q: 3 clusters Score -861832.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -861851.750000 Penalty: 4572.428711
	Iteration 28Q: 3 clusters Score -861851.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -861869.187500 Penalty: 4572.428711
	Iteration 29Q: 3 clusters Score -861869.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -861882.750000 Penalty: 4572.428711
	Iteration 30Q: 3 clusters Score -861882.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -861891.750000 Penalty: 4572.428711
	Iteration 31Q: 3 clusters Score -861891.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -861905.937500 Penalty: 4572.428711
	Iteration 32Q: 3 clusters Score -861905.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -861915.125000 Penalty: 4572.428711
	Iteration 33Q: 3 clusters Score -861915.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -861932.687500 Penalty: 4572.428711
	Iteration 34Q: 3 clusters Score -861932.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -861943.250000 Penalty: 4572.428711
	Iteration 35Q: 3 clusters Score -861943.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -861958.937500 Penalty: 4572.428711
	Iteration 36Q: 3 clusters Score -861958.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -861966.500000 Penalty: 4572.428711
	Iteration 37Q: 3 clusters Score -861966.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -861974.812500 Penalty: 4572.428711
	Iteration 38Q: 3 clusters Score -861974.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -861981.437500 Penalty: 4572.428711
	Iteration 39Q: 3 clusters Score -861981.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -861985.187500 Penalty: 4572.428711
	Iteration 40F: 3 clusters Score -861985.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -861990.312500 Penalty: 4572.428711
	Iteration 41Q: 3 clusters Score -861990.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -861989.625000 Penalty: 4572.428711
	Iteration 42Q: 3 clusters Score -861989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -861996.187500 Penalty: 4572.428711
	Iteration 43Q: 3 clusters Score -861996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -861997.125000 Penalty: 4572.428711
	Iteration 44Q: 3 clusters Score -861997.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -862000.437500 Penalty: 4572.428711
	Iteration 45Q: 3 clusters Score -862000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -862003.750000 Penalty: 4572.428711
	Iteration 46Q: 3 clusters Score -862003.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -862003.937500 Penalty: 4572.428711
	Iteration 47Q: 3 clusters Score -862003.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -862004.687500 Penalty: 4572.428711
	Iteration 48Q: 3 clusters Score -862004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -862006.937500 Penalty: 4572.428711
	Iteration 49Q: 3 clusters Score -862006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -862009.125000 Penalty: 4572.428711
	Iteration 50Q: 3 clusters Score -862009.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -862009.187500 Penalty: 4572.428711
	Iteration 51Q: 3 clusters Score -862009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -862007.250000 Penalty: 4572.428711
	Iteration 52Q: 3 clusters Score -862007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -862009.250000 Penalty: 4572.428711
	Iteration 53Q: 3 clusters Score -862009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -862009.062500 Penalty: 4572.428711
	Iteration 54Q: 3 clusters Score -862009.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -862011.437500 Penalty: 4572.428711
	Iteration 55Q: 3 clusters Score -862011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -862011.750000 Penalty: 4572.428711
	Iteration 56Q: 3 clusters Score -862011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -862011.937500 Penalty: 4572.428711
	Iteration 57Q: 3 clusters Score -862011.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -862017.875000 Penalty: 4572.428711
	Iteration 58Q: 3 clusters Score -862017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -862015.937500 Penalty: 4572.428711
	Iteration 59Q: 3 clusters Score -862015.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -862019.062500 Penalty: 4572.428711
	Iteration 60F: 3 clusters Score -862019.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -862021.750000 Penalty: 4572.428711
	Iteration 61Q: 3 clusters Score -862021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -862020.125000 Penalty: 4572.428711
	Iteration 62Q: 3 clusters Score -862020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -862021.875000 Penalty: 4572.428711
	Iteration 63Q: 3 clusters Score -862021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -862021.375000 Penalty: 4572.428711
	Iteration 64Q: 3 clusters Score -862021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -862022.750000 Penalty: 4572.428711
	Iteration 65Q: 3 clusters Score -862022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -862022.750000 Penalty: 4572.428711
	Iteration 66F: 3 clusters Score -862022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -390929.312500 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -390929.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -386297.687500 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -386297.7 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -387516.500000 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -387516.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -387825.250000 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -387825.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -388058.625000 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -388058.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -388222.937500 Penalty: 4243.886230
	Iteration 4Q: 3 clusters Score -388222.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -388380.656250 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -388380.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -388512.593750 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -388512.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -388625.687500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -388625.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -388712.218750 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -388712.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -388793.031250 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -388793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -388866.468750 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -388866.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -388941.000000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -388941 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -389011.781250 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -389011.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -389083.718750 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -389083.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -389149.625000 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -389149.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -389215.000000 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -389215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -389271.687500 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -389271.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -389323.718750 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -389323.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -389370.375000 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -389370.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -389411.125000 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -389411.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -389454.812500 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -389454.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -389503.406250 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -389503.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -389545.375000 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -389545.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -389579.000000 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -389579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -389597.000000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -389597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -389609.562500 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -389609.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -389621.218750 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -389621.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -389628.812500 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -389628.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -389636.406250 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -389636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -389643.812500 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -389643.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -389655.406250 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -389655.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -389665.562500 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -389665.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -389679.593750 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -389679.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -389694.750000 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -389694.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -389705.406250 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -389705.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -389716.093750 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -389716.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -389723.968750 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -389724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -389732.843750 Penalty: 4243.886230
	Iteration 37Q: 3 clusters Score -389732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -389741.343750 Penalty: 4243.886230
	Iteration 38Q: 3 clusters Score -389741.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -389752.250000 Penalty: 4243.886230
	Iteration 39Q: 3 clusters Score -389752.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -389760.781250 Penalty: 4243.886230
	Iteration 40F: 3 clusters Score -389760.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -389769.312500 Penalty: 4243.886230
	Iteration 41Q: 3 clusters Score -389769.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -389783.968750 Penalty: 4243.886230
	Iteration 42Q: 3 clusters Score -389784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -389803.937500 Penalty: 4243.886230
	Iteration 43Q: 3 clusters Score -389803.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -389824.687500 Penalty: 4243.886230
	Iteration 44Q: 3 clusters Score -389824.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -389845.625000 Penalty: 4243.886230
	Iteration 45Q: 3 clusters Score -389845.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -389860.187500 Penalty: 4243.886230
	Iteration 46Q: 3 clusters Score -389860.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -389875.375000 Penalty: 4243.886230
	Iteration 47Q: 3 clusters Score -389875.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -389891.468750 Penalty: 4243.886230
	Iteration 48Q: 3 clusters Score -389891.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -389908.843750 Penalty: 4243.886230
	Iteration 49Q: 3 clusters Score -389908.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -389934.000000 Penalty: 4243.886230
	Iteration 50Q: 3 clusters Score -389934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -389957.718750 Penalty: 4243.886230
	Iteration 51Q: 3 clusters Score -389957.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -389977.531250 Penalty: 4243.886230
	Iteration 52Q: 3 clusters Score -389977.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -389991.875000 Penalty: 4243.886230
	Iteration 53Q: 3 clusters Score -389991.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -390005.093750 Penalty: 4243.886230
	Iteration 54Q: 3 clusters Score -390005.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -390019.312500 Penalty: 4243.886230
	Iteration 55Q: 3 clusters Score -390019.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -390028.656250 Penalty: 4243.886230
	Iteration 56Q: 3 clusters Score -390028.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -390035.062500 Penalty: 4243.886230
	Iteration 57Q: 3 clusters Score -390035.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -390038.093750 Penalty: 4243.886230
	Iteration 58Q: 3 clusters Score -390038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -390038.125000 Penalty: 4243.886230
	Iteration 59Q: 3 clusters Score -390038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -390038.468750 Penalty: 4243.886230
	Iteration 60F: 3 clusters Score -390038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -390039.250000 Penalty: 4243.886230
	Iteration 61Q: 3 clusters Score -390039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -390039.093750 Penalty: 4243.886230
	Iteration 62Q: 3 clusters Score -390039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -390039.656250 Penalty: 4243.886230
	Iteration 63Q: 3 clusters Score -390039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -390039.843750 Penalty: 4243.886230
	Iteration 64Q: 3 clusters Score -390039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -390040.093750 Penalty: 4243.886230
	Iteration 65Q: 3 clusters Score -390040.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -390040.093750 Penalty: 4243.886230
	Iteration 66F: 3 clusters Score -390040.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Entering Unmasked Estep 
Score: -924201.875000 Penalty: 2308.566650
	Iteration 0F: 2 clusters Score -924201.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -915823.937500 Penalty: 4617.133301
	Iteration 0F: 3 clusters Score -915823.9 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -918479.000000 Penalty: 4617.133301
	Iteration 1F: 3 clusters Score -918479 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -918902.437500 Penalty: 4617.133301
	Iteration 2F: 3 clusters Score -918902.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -919269.500000 Penalty: 4617.133301
	Iteration 3F: 3 clusters Score -919269.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -919533.812500 Penalty: 4617.133301
	Iteration 4Q: 3 clusters Score -919533.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -919762.500000 Penalty: 4617.133301
	Iteration 5Q: 3 clusters Score -919762.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -919991.812500 Penalty: 4617.133301
	Iteration 6Q: 3 clusters Score -919991.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -920231.000000 Penalty: 4617.133301
	Iteration 7Q: 3 clusters Score -920231 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -920503.375000 Penalty: 4617.133301
	Iteration 8Q: 3 clusters Score -920503.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -920817.187500 Penalty: 4617.133301
	Iteration 9Q: 3 clusters Score -920817.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -921115.812500 Penalty: 4617.133301
	Iteration 10Q: 3 clusters Score -921115.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -921385.062500 Penalty: 4617.133301
	Iteration 11Q: 3 clusters Score -921385.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -921617.562500 Penalty: 4617.133301
	Iteration 12Q: 3 clusters Score -921617.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -921808.625000 Penalty: 4617.133301
	Iteration 13Q: 3 clusters Score -921808.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -921969.187500 Penalty: 4617.133301
	Iteration 14Q: 3 clusters Score -921969.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -922124.687500 Penalty: 4617.133301
	Iteration 15Q: 3 clusters Score -922124.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -922323.125000 Penalty: 4617.133301
	Iteration 16Q: 3 clusters Score -922323.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -922445.437500 Penalty: 4617.133301
	Iteration 17Q: 3 clusters Score -922445.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -922508.562500 Penalty: 4617.133301
	Iteration 18Q: 3 clusters Score -922508.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -922550.750000 Penalty: 4617.133301
	Iteration 19Q: 3 clusters Score -922550.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -922596.500000 Penalty: 4617.133301
	Iteration 20F: 3 clusters Score -922596.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -922643.687500 Penalty: 4617.133301
	Iteration 21Q: 3 clusters Score -922643.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -922673.062500 Penalty: 4617.133301
	Iteration 22Q: 3 clusters Score -922673.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -922695.250000 Penalty: 4617.133301
	Iteration 23Q: 3 clusters Score -922695.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -922715.375000 Penalty: 4617.133301
	Iteration 24Q: 3 clusters Score -922715.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -922730.062500 Penalty: 4617.133301
	Iteration 25Q: 3 clusters Score -922730.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -922742.000000 Penalty: 4617.133301
	Iteration 26Q: 3 clusters Score -922742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -922754.375000 Penalty: 4617.133301
	Iteration 27Q: 3 clusters Score -922754.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -922762.812500 Penalty: 4617.133301
	Iteration 28Q: 3 clusters Score -922762.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -922778.250000 Penalty: 4617.133301
	Iteration 29Q: 3 clusters Score -922778.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -922790.250000 Penalty: 4617.133301
	Iteration 30Q: 3 clusters Score -922790.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -922802.375000 Penalty: 4617.133301
	Iteration 31Q: 3 clusters Score -922802.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -922820.625000 Penalty: 4617.133301
	Iteration 32Q: 3 clusters Score -922820.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -922838.000000 Penalty: 4617.133301
	Iteration 33Q: 3 clusters Score -922838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -922866.437500 Penalty: 4617.133301
	Iteration 34Q: 3 clusters Score -922866.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -922921.625000 Penalty: 4617.133301
	Iteration 35Q: 3 clusters Score -922921.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -923040.750000 Penalty: 4617.133301
	Iteration 36Q: 3 clusters Score -923040.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -923250.437500 Penalty: 4617.133301
	Iteration 37Q: 3 clusters Score -923250.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -923429.687500 Penalty: 4617.133301
	Iteration 38Q: 3 clusters Score -923429.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -923501.375000 Penalty: 4617.133301
	Iteration 39Q: 3 clusters Score -923501.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -923531.000000 Penalty: 4617.133301
	Iteration 40F: 3 clusters Score -923531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -923546.500000 Penalty: 4617.133301
	Iteration 41Q: 3 clusters Score -923546.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -923552.312500 Penalty: 4617.133301
	Iteration 42Q: 3 clusters Score -923552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -923553.250000 Penalty: 4617.133301
	Iteration 43Q: 3 clusters Score -923553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -923554.312500 Penalty: 4617.133301
	Iteration 44Q: 3 clusters Score -923554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -923557.312500 Penalty: 4617.133301
	Iteration 45Q: 3 clusters Score -923557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -923557.250000 Penalty: 4617.133301
	Iteration 46Q: 3 clusters Score -923557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -923558.187500 Penalty: 4617.133301
	Iteration 47Q: 3 clusters Score -923558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -923558.937500 Penalty: 4617.133301
	Iteration 48Q: 3 clusters Score -923558.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -923558.937500 Penalty: 4617.133301
	Iteration 49F: 3 clusters Score -923558.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Entering Unmasked Estep 
Score: -968454.250000 Penalty: 2312.137207
	Iteration 0F: 2 clusters Score -968454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -960013.000000 Penalty: 4624.274414
	Iteration 0F: 3 clusters Score -960013 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -962418.125000 Penalty: 4624.274414
	Iteration 1F: 3 clusters Score -962418.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -962739.687500 Penalty: 4624.274414
	Iteration 2F: 3 clusters Score -962739.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -962979.312500 Penalty: 4624.274414
	Iteration 3F: 3 clusters Score -962979.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -963193.937500 Penalty: 4624.274414
	Iteration 4Q: 3 clusters Score -963193.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -963375.937500 Penalty: 4624.274414
	Iteration 5Q: 3 clusters Score -963375.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -963551.937500 Penalty: 4624.274414
	Iteration 6Q: 3 clusters Score -963551.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -963735.875000 Penalty: 4624.274414
	Iteration 7Q: 3 clusters Score -963735.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -963938.562500 Penalty: 4624.274414
	Iteration 8Q: 3 clusters Score -963938.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -964181.500000 Penalty: 4624.274414
	Iteration 9Q: 3 clusters Score -964181.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -964458.375000 Penalty: 4624.274414
	Iteration 10Q: 3 clusters Score -964458.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -964726.937500 Penalty: 4624.274414
	Iteration 11Q: 3 clusters Score -964726.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -964979.062500 Penalty: 4624.274414
	Iteration 12Q: 3 clusters Score -964979.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -965194.812500 Penalty: 4624.274414
	Iteration 13Q: 3 clusters Score -965194.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -965373.375000 Penalty: 4624.274414
	Iteration 14Q: 3 clusters Score -965373.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -965537.437500 Penalty: 4624.274414
	Iteration 15Q: 3 clusters Score -965537.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -965679.062500 Penalty: 4624.274414
	Iteration 16Q: 3 clusters Score -965679.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -965815.687500 Penalty: 4624.274414
	Iteration 17Q: 3 clusters Score -965815.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -965909.375000 Penalty: 4624.274414
	Iteration 18Q: 3 clusters Score -965909.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -965986.437500 Penalty: 4624.274414
	Iteration 19Q: 3 clusters Score -965986.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -966051.125000 Penalty: 4624.274414
	Iteration 20F: 3 clusters Score -966051.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -966115.500000 Penalty: 4624.274414
	Iteration 21Q: 3 clusters Score -966115.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -966171.687500 Penalty: 4624.274414
	Iteration 22Q: 3 clusters Score -966171.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -966211.750000 Penalty: 4624.274414
	Iteration 23Q: 3 clusters Score -966211.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -966245.750000 Penalty: 4624.274414
	Iteration 24Q: 3 clusters Score -966245.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -966275.125000 Penalty: 4624.274414
	Iteration 25Q: 3 clusters Score -966275.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -966297.062500 Penalty: 4624.274414
	Iteration 26Q: 3 clusters Score -966297.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -966318.125000 Penalty: 4624.274414
	Iteration 27Q: 3 clusters Score -966318.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -966332.375000 Penalty: 4624.274414
	Iteration 28Q: 3 clusters Score -966332.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -966346.125000 Penalty: 4624.274414
	Iteration 29Q: 3 clusters Score -966346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -966357.250000 Penalty: 4624.274414
	Iteration 30Q: 3 clusters Score -966357.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -966372.000000 Penalty: 4624.274414
	Iteration 31Q: 3 clusters Score -966372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -966383.750000 Penalty: 4624.274414
	Iteration 32Q: 3 clusters Score -966383.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -966396.562500 Penalty: 4624.274414
	Iteration 33Q: 3 clusters Score -966396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -966403.687500 Penalty: 4624.274414
	Iteration 34Q: 3 clusters Score -966403.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -966407.187500 Penalty: 4624.274414
	Iteration 35Q: 3 clusters Score -966407.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -966414.562500 Penalty: 4624.274414
	Iteration 36Q: 3 clusters Score -966414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -966419.625000 Penalty: 4624.274414
	Iteration 37Q: 3 clusters Score -966419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -966423.375000 Penalty: 4624.274414
	Iteration 38Q: 3 clusters Score -966423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -966425.687500 Penalty: 4624.274414
	Iteration 39Q: 3 clusters Score -966425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -966430.687500 Penalty: 4624.274414
	Iteration 40F: 3 clusters Score -966430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -966432.750000 Penalty: 4624.274414
	Iteration 41Q: 3 clusters Score -966432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -966436.375000 Penalty: 4624.274414
	Iteration 42Q: 3 clusters Score -966436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -966436.562500 Penalty: 4624.274414
	Iteration 43Q: 3 clusters Score -966436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -966440.562500 Penalty: 4624.274414
	Iteration 44Q: 3 clusters Score -966440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -966439.125000 Penalty: 4624.274414
	Iteration 45Q: 3 clusters Score -966439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -966438.812500 Penalty: 4624.274414
	Iteration 46Q: 3 clusters Score -966438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -966441.812500 Penalty: 4624.274414
	Iteration 47Q: 3 clusters Score -966441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -966443.375000 Penalty: 4624.274414
	Iteration 48Q: 3 clusters Score -966443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -966448.250000 Penalty: 4624.274414
	Iteration 49Q: 3 clusters Score -966448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -966451.750000 Penalty: 4624.274414
	Iteration 50Q: 3 clusters Score -966451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -966453.062500 Penalty: 4624.274414
	Iteration 51Q: 3 clusters Score -966453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -966455.312500 Penalty: 4624.274414
	Iteration 52Q: 3 clusters Score -966455.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -966461.312500 Penalty: 4624.274414
	Iteration 53Q: 3 clusters Score -966461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -966464.312500 Penalty: 4624.274414
	Iteration 54Q: 3 clusters Score -966464.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -966469.250000 Penalty: 4624.274414
	Iteration 55Q: 3 clusters Score -966469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -966471.312500 Penalty: 4624.274414
	Iteration 56Q: 3 clusters Score -966471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -966472.625000 Penalty: 4624.274414
	Iteration 57Q: 3 clusters Score -966472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -966472.000000 Penalty: 4624.274414
	Iteration 58Q: 3 clusters Score -966472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -966472.000000 Penalty: 4624.274414
	Iteration 59F: 3 clusters Score -966472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Entering Unmasked Estep 
Score: -881719.687500 Penalty: 2285.302490
	Iteration 0F: 2 clusters Score -881719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -874002.250000 Penalty: 4570.604980
	Iteration 0F: 3 clusters Score -874002.2 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -876204.312500 Penalty: 4570.604980
	Iteration 1F: 3 clusters Score -876204.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -876507.000000 Penalty: 4570.604980
	Iteration 2F: 3 clusters Score -876507 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -876728.562500 Penalty: 4570.604980
	Iteration 3F: 3 clusters Score -876728.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -876906.750000 Penalty: 4570.604980
	Iteration 4Q: 3 clusters Score -876906.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -877037.687500 Penalty: 4570.604980
	Iteration 5Q: 3 clusters Score -877037.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -877148.187500 Penalty: 4570.604980
	Iteration 6Q: 3 clusters Score -877148.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -877240.750000 Penalty: 4570.604980
	Iteration 7Q: 3 clusters Score -877240.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -877318.250000 Penalty: 4570.604980
	Iteration 8Q: 3 clusters Score -877318.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -877391.562500 Penalty: 4570.604980
	Iteration 9Q: 3 clusters Score -877391.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -877449.312500 Penalty: 4570.604980
	Iteration 10Q: 3 clusters Score -877449.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -877507.625000 Penalty: 4570.604980
	Iteration 11Q: 3 clusters Score -877507.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -877549.562500 Penalty: 4570.604980
	Iteration 12Q: 3 clusters Score -877549.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -877593.062500 Penalty: 4570.604980
	Iteration 13Q: 3 clusters Score -877593.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -877628.375000 Penalty: 4570.604980
	Iteration 14Q: 3 clusters Score -877628.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -877666.000000 Penalty: 4570.604980
	Iteration 15Q: 3 clusters Score -877666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -877701.375000 Penalty: 4570.604980
	Iteration 16Q: 3 clusters Score -877701.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -877739.000000 Penalty: 4570.604980
	Iteration 17Q: 3 clusters Score -877739 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -877776.000000 Penalty: 4570.604980
	Iteration 18Q: 3 clusters Score -877776 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -877809.875000 Penalty: 4570.604980
	Iteration 19Q: 3 clusters Score -877809.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -877842.562500 Penalty: 4570.604980
	Iteration 20F: 3 clusters Score -877842.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -877870.875000 Penalty: 4570.604980
	Iteration 21Q: 3 clusters Score -877870.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -877903.187500 Penalty: 4570.604980
	Iteration 22Q: 3 clusters Score -877903.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -877929.875000 Penalty: 4570.604980
	Iteration 23Q: 3 clusters Score -877929.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -877959.375000 Penalty: 4570.604980
	Iteration 24Q: 3 clusters Score -877959.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -877988.875000 Penalty: 4570.604980
	Iteration 25Q: 3 clusters Score -877988.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -878019.125000 Penalty: 4570.604980
	Iteration 26Q: 3 clusters Score -878019.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -878049.937500 Penalty: 4570.604980
	Iteration 27Q: 3 clusters Score -878049.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -878091.625000 Penalty: 4570.604980
	Iteration 28Q: 3 clusters Score -878091.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -878133.062500 Penalty: 4570.604980
	Iteration 29Q: 3 clusters Score -878133.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -878178.250000 Penalty: 4570.604980
	Iteration 30Q: 3 clusters Score -878178.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -878229.250000 Penalty: 4570.604980
	Iteration 31Q: 3 clusters Score -878229.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -878284.625000 Penalty: 4570.604980
	Iteration 32Q: 3 clusters Score -878284.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -878340.187500 Penalty: 4570.604980
	Iteration 33Q: 3 clusters Score -878340.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -878387.875000 Penalty: 4570.604980
	Iteration 34Q: 3 clusters Score -878387.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -878441.500000 Penalty: 4570.604980
	Iteration 35Q: 3 clusters Score -878441.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -878511.687500 Penalty: 4570.604980
	Iteration 36Q: 3 clusters Score -878511.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -878594.687500 Penalty: 4570.604980
	Iteration 37Q: 3 clusters Score -878594.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -878686.000000 Penalty: 4570.604980
	Iteration 38Q: 3 clusters Score -878686 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -878781.375000 Penalty: 4570.604980
	Iteration 39Q: 3 clusters Score -878781.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -878878.937500 Penalty: 4570.604980
	Iteration 40F: 3 clusters Score -878878.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -878969.125000 Penalty: 4570.604980
	Iteration 41Q: 3 clusters Score -878969.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -879069.812500 Penalty: 4570.604980
	Iteration 42Q: 3 clusters Score -879069.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -879169.687500 Penalty: 4570.604980
	Iteration 43Q: 3 clusters Score -879169.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -879259.875000 Penalty: 4570.604980
	Iteration 44Q: 3 clusters Score -879259.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -879337.875000 Penalty: 4570.604980
	Iteration 45Q: 3 clusters Score -879337.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -879402.625000 Penalty: 4570.604980
	Iteration 46Q: 3 clusters Score -879402.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -879455.125000 Penalty: 4570.604980
	Iteration 47Q: 3 clusters Score -879455.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -879501.437500 Penalty: 4570.604980
	Iteration 48Q: 3 clusters Score -879501.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -879542.812500 Penalty: 4570.604980
	Iteration 49Q: 3 clusters Score -879542.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -879588.000000 Penalty: 4570.604980
	Iteration 50Q: 3 clusters Score -879588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -879621.437500 Penalty: 4570.604980
	Iteration 51Q: 3 clusters Score -879621.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -879645.687500 Penalty: 4570.604980
	Iteration 52Q: 3 clusters Score -879645.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -879661.687500 Penalty: 4570.604980
	Iteration 53Q: 3 clusters Score -879661.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -879672.812500 Penalty: 4570.604980
	Iteration 54Q: 3 clusters Score -879672.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -879683.812500 Penalty: 4570.604980
	Iteration 55Q: 3 clusters Score -879683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -879699.312500 Penalty: 4570.604980
	Iteration 56Q: 3 clusters Score -879699.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -879707.125000 Penalty: 4570.604980
	Iteration 57Q: 3 clusters Score -879707.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -879715.062500 Penalty: 4570.604980
	Iteration 58Q: 3 clusters Score -879715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -879720.250000 Penalty: 4570.604980
	Iteration 59Q: 3 clusters Score -879720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -879728.000000 Penalty: 4570.604980
	Iteration 60F: 3 clusters Score -879728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -879740.000000 Penalty: 4570.604980
	Iteration 61Q: 3 clusters Score -879740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -879753.250000 Penalty: 4570.604980
	Iteration 62Q: 3 clusters Score -879753.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -879764.125000 Penalty: 4570.604980
	Iteration 63Q: 3 clusters Score -879764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -879768.437500 Penalty: 4570.604980
	Iteration 64Q: 3 clusters Score -879768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -879775.875000 Penalty: 4570.604980
	Iteration 65Q: 3 clusters Score -879775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -879783.062500 Penalty: 4570.604980
	Iteration 66Q: 3 clusters Score -879783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -879785.375000 Penalty: 4570.604980
	Iteration 67Q: 3 clusters Score -879785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -879785.187500 Penalty: 4570.604980
	Iteration 68Q: 3 clusters Score -879785.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -879785.187500 Penalty: 4570.604980
	Iteration 69F: 3 clusters Score -879785.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -498687.625000 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -498687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -493524.031250 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -493524 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -494897.093750 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -494897.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -495141.875000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -495141.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -495323.343750 Penalty: 4313.137695
	Iteration 3F: 3 clusters Score -495323.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -495485.500000 Penalty: 4313.137695
	Iteration 4Q: 3 clusters Score -495485.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -495656.468750 Penalty: 4313.137695
	Iteration 5Q: 3 clusters Score -495656.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -495858.281250 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -495858.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -496103.531250 Penalty: 4313.137695
	Iteration 7F: 3 clusters Score -496103.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -496332.875000 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -496332.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -496518.375000 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -496518.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -496695.375000 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -496695.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -496826.625000 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -496826.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -496939.125000 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -496939.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -497033.656250 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -497033.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -497118.250000 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -497118.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -497194.750000 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -497194.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -497266.031250 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -497266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -497336.218750 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -497336.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -497397.000000 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -497397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -497444.375000 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -497444.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -497472.781250 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -497472.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -497494.687500 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -497494.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -497511.125000 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -497511.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -497521.062500 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -497521.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -497529.437500 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -497529.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -497535.468750 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -497535.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -497540.500000 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -497540.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -497544.687500 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -497544.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -497545.250000 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -497545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -497545.968750 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -497546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -497548.437500 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -497548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -497549.375000 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -497549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -497549.031250 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -497549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -497549.750000 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -497549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -497549.750000 Penalty: 4313.137695
	Iteration 34F: 3 clusters Score -497549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Entering Unmasked Estep 
Score: -496148.781250 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -496148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -490617.312500 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -490617.3 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -492169.718750 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -492169.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -492472.781250 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -492472.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -492691.812500 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -492691.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -492882.031250 Penalty: 4367.019531
	Iteration 4Q: 3 clusters Score -492882 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -493048.062500 Penalty: 4367.019531
	Iteration 5Q: 3 clusters Score -493048.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -493185.593750 Penalty: 4367.019531
	Iteration 6Q: 3 clusters Score -493185.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -493306.031250 Penalty: 4367.019531
	Iteration 7Q: 3 clusters Score -493306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -493396.218750 Penalty: 4367.019531
	Iteration 8Q: 3 clusters Score -493396.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -493470.843750 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -493470.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -493553.968750 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -493554 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -493640.437500 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -493640.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -493706.062500 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -493706.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -493759.625000 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -493759.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -493804.812500 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -493804.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -493839.687500 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -493839.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -493863.375000 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -493863.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -493884.281250 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -493884.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -493903.500000 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -493903.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -493922.312500 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -493922.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -493939.750000 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -493939.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -493959.500000 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -493959.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -493974.250000 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -493974.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -493995.875000 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -493995.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -494018.468750 Penalty: 4367.019531
	Iteration 24Q: 3 clusters Score -494018.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -494039.875000 Penalty: 4367.019531
	Iteration 25Q: 3 clusters Score -494039.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -494059.000000 Penalty: 4367.019531
	Iteration 26Q: 3 clusters Score -494059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -494084.531250 Penalty: 4367.019531
	Iteration 27Q: 3 clusters Score -494084.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -494122.500000 Penalty: 4367.019531
	Iteration 28Q: 3 clusters Score -494122.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -494165.312500 Penalty: 4367.019531
	Iteration 29Q: 3 clusters Score -494165.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -494219.750000 Penalty: 4367.019531
	Iteration 30Q: 3 clusters Score -494219.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -494279.468750 Penalty: 4367.019531
	Iteration 31Q: 3 clusters Score -494279.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -494355.750000 Penalty: 4367.019531
	Iteration 32Q: 3 clusters Score -494355.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -494434.625000 Penalty: 4367.019531
	Iteration 33Q: 3 clusters Score -494434.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -494515.468750 Penalty: 4367.019531
	Iteration 34Q: 3 clusters Score -494515.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -494595.687500 Penalty: 4367.019531
	Iteration 35Q: 3 clusters Score -494595.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -494684.718750 Penalty: 4367.019531
	Iteration 36Q: 3 clusters Score -494684.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -494766.375000 Penalty: 4367.019531
	Iteration 37Q: 3 clusters Score -494766.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -494821.812500 Penalty: 4367.019531
	Iteration 38Q: 3 clusters Score -494821.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -494876.656250 Penalty: 4367.019531
	Iteration 39Q: 3 clusters Score -494876.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -494932.625000 Penalty: 4367.019531
	Iteration 40F: 3 clusters Score -494932.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -494981.968750 Penalty: 4367.019531
	Iteration 41Q: 3 clusters Score -494982 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -495020.500000 Penalty: 4367.019531
	Iteration 42Q: 3 clusters Score -495020.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -495051.843750 Penalty: 4367.019531
	Iteration 43Q: 3 clusters Score -495051.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -495080.531250 Penalty: 4367.019531
	Iteration 44Q: 3 clusters Score -495080.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -495103.187500 Penalty: 4367.019531
	Iteration 45Q: 3 clusters Score -495103.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -495122.375000 Penalty: 4367.019531
	Iteration 46Q: 3 clusters Score -495122.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -495130.625000 Penalty: 4367.019531
	Iteration 47Q: 3 clusters Score -495130.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -495135.812500 Penalty: 4367.019531
	Iteration 48Q: 3 clusters Score -495135.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -495140.875000 Penalty: 4367.019531
	Iteration 49Q: 3 clusters Score -495140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -495145.375000 Penalty: 4367.019531
	Iteration 50Q: 3 clusters Score -495145.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -495151.281250 Penalty: 4367.019531
	Iteration 51Q: 3 clusters Score -495151.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -495156.375000 Penalty: 4367.019531
	Iteration 52Q: 3 clusters Score -495156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -495160.093750 Penalty: 4367.019531
	Iteration 53Q: 3 clusters Score -495160.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -495162.562500 Penalty: 4367.019531
	Iteration 54Q: 3 clusters Score -495162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -495164.781250 Penalty: 4367.019531
	Iteration 55Q: 3 clusters Score -495164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -495165.968750 Penalty: 4367.019531
	Iteration 56Q: 3 clusters Score -495166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -495166.218750 Penalty: 4367.019531
	Iteration 57Q: 3 clusters Score -495166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -495166.750000 Penalty: 4367.019531
	Iteration 58Q: 3 clusters Score -495166.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -495166.750000 Penalty: 4367.019531
	Iteration 59F: 3 clusters Score -495166.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -538368.687500 Penalty: 2186.616211
	Iteration 0F: 2 clusters Score -538368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -532724.250000 Penalty: 4373.232422
	Iteration 0F: 3 clusters Score -532724.2 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -534444.250000 Penalty: 4373.232422
	Iteration 1F: 3 clusters Score -534444.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -534951.062500 Penalty: 4373.232422
	Iteration 2F: 3 clusters Score -534951.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -535410.812500 Penalty: 4373.232422
	Iteration 3F: 3 clusters Score -535410.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -535796.562500 Penalty: 4373.232422
	Iteration 4F: 3 clusters Score -535796.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -536144.687500 Penalty: 4373.232422
	Iteration 5F: 3 clusters Score -536144.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -536491.062500 Penalty: 4373.232422
	Iteration 6F: 3 clusters Score -536491.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -536892.500000 Penalty: 4373.232422
	Iteration 7F: 3 clusters Score -536892.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -537299.187500 Penalty: 4373.232422
	Iteration 8F: 3 clusters Score -537299.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -537680.312500 Penalty: 4373.232422
	Iteration 9Q: 3 clusters Score -537680.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -538090.312500 Penalty: 4373.232422
	Iteration 10Q: 3 clusters Score -538090.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -538313.312500 Penalty: 4373.232422
	Iteration 11Q: 3 clusters Score -538313.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -538407.375000 Penalty: 4373.232422
	Iteration 12Q: 3 clusters Score -538407.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -538446.625000 Penalty: 4373.232422
	Iteration 13Q: 3 clusters Score -538446.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -538471.875000 Penalty: 4373.232422
	Iteration 14Q: 3 clusters Score -538471.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -538485.000000 Penalty: 4373.232422
	Iteration 15Q: 3 clusters Score -538485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -538497.750000 Penalty: 4373.232422
	Iteration 16Q: 3 clusters Score -538497.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -538507.875000 Penalty: 4373.232422
	Iteration 17Q: 3 clusters Score -538507.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -538518.375000 Penalty: 4373.232422
	Iteration 18Q: 3 clusters Score -538518.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -538529.937500 Penalty: 4373.232422
	Iteration 19Q: 3 clusters Score -538529.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -538537.437500 Penalty: 4373.232422
	Iteration 20F: 3 clusters Score -538537.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -538542.750000 Penalty: 4373.232422
	Iteration 21Q: 3 clusters Score -538542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -538544.562500 Penalty: 4373.232422
	Iteration 22Q: 3 clusters Score -538544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -538546.437500 Penalty: 4373.232422
	Iteration 23Q: 3 clusters Score -538546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -538547.562500 Penalty: 4373.232422
	Iteration 24Q: 3 clusters Score -538547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -538548.937500 Penalty: 4373.232422
	Iteration 25Q: 3 clusters Score -538548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -538549.437500 Penalty: 4373.232422
	Iteration 26Q: 3 clusters Score -538549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -538550.000000 Penalty: 4373.232422
	Iteration 27Q: 3 clusters Score -538550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -538549.625000 Penalty: 4373.232422
	Iteration 28Q: 3 clusters Score -538549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -538550.750000 Penalty: 4373.232422
	Iteration 29Q: 3 clusters Score -538550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -538550.750000 Penalty: 4373.232422
	Iteration 30F: 3 clusters Score -538550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 20850 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 415767 members 
Mstep: Class 6 contains 61053 members 
Mstep: Class 7 contains 326067 members 
Mstep: Class 8 contains 20042 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 8383 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 16703 members 
Mstep: Class 13 contains 15419 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 102334 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 21033 members 
Mstep: Class 20 contains 8059 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 19048 members 
Mstep: Class 24 contains 27908 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 26469 members 
Mstep: Class 27 contains 10047 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 10083 members 
Mstep: Class 30 contains 5199 members 
Mstep: Class 31 contains 11034 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 10046 members 
Mstep: Class 34 contains 5978 members 
Mstep: Class 35 contains 6664 members 
Mstep: Class 36 contains 2080 members 
Mstep: Class 37 contains 6330 members 
Mstep: Class 38 contains 50945 members 
Mstep: Class 39 contains 2716 members 
Mstep: Class 40 contains 4668 members 
Entering Unmasked Estep 
Score: -113011288.000000 Penalty: 139884.406250
Splitting cluster 36 changes total score from -113012416.000000 to -113011288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (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: -508377.093750 Penalty: 2170.757812
	Iteration 0F: 2 clusters Score -508377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -502998.343750 Penalty: 4341.515625
	Iteration 0F: 3 clusters Score -502998.3 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -504581.906250 Penalty: 4341.515625
	Iteration 1F: 3 clusters Score -504581.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -505199.125000 Penalty: 4341.515625
	Iteration 2F: 3 clusters Score -505199.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -505716.312500 Penalty: 4341.515625
	Iteration 3F: 3 clusters Score -505716.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -506110.531250 Penalty: 4341.515625
	Iteration 4F: 3 clusters Score -506110.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -506400.031250 Penalty: 4341.515625
	Iteration 5F: 3 clusters Score -506400 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -506632.406250 Penalty: 4341.515625
	Iteration 6Q: 3 clusters Score -506632.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -506850.562500 Penalty: 4341.515625
	Iteration 7Q: 3 clusters Score -506850.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -507051.156250 Penalty: 4341.515625
	Iteration 8Q: 3 clusters Score -507051.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -507273.375000 Penalty: 4341.515625
	Iteration 9Q: 3 clusters Score -507273.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -507463.843750 Penalty: 4341.515625
	Iteration 10Q: 3 clusters Score -507463.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -507627.437500 Penalty: 4341.515625
	Iteration 11Q: 3 clusters Score -507627.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -507750.375000 Penalty: 4341.515625
	Iteration 12Q: 3 clusters Score -507750.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -507841.593750 Penalty: 4341.515625
	Iteration 13Q: 3 clusters Score -507841.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -507891.687500 Penalty: 4341.515625
	Iteration 14Q: 3 clusters Score -507891.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -507931.187500 Penalty: 4341.515625
	Iteration 15Q: 3 clusters Score -507931.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -507961.625000 Penalty: 4341.515625
	Iteration 16Q: 3 clusters Score -507961.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -507980.937500 Penalty: 4341.515625
	Iteration 17Q: 3 clusters Score -507980.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -507995.593750 Penalty: 4341.515625
	Iteration 18Q: 3 clusters Score -507995.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -508003.437500 Penalty: 4341.515625
	Iteration 19Q: 3 clusters Score -508003.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -508008.437500 Penalty: 4341.515625
	Iteration 20F: 3 clusters Score -508008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -508014.281250 Penalty: 4341.515625
	Iteration 21Q: 3 clusters Score -508014.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -508018.468750 Penalty: 4341.515625
	Iteration 22Q: 3 clusters Score -508018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -508021.562500 Penalty: 4341.515625
	Iteration 23Q: 3 clusters Score -508021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -508022.656250 Penalty: 4341.515625
	Iteration 24Q: 3 clusters Score -508022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -508023.343750 Penalty: 4341.515625
	Iteration 25Q: 3 clusters Score -508023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -508027.218750 Penalty: 4341.515625
	Iteration 26Q: 3 clusters Score -508027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -508028.562500 Penalty: 4341.515625
	Iteration 27Q: 3 clusters Score -508028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -508028.937500 Penalty: 4341.515625
	Iteration 28Q: 3 clusters Score -508028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -508029.906250 Penalty: 4341.515625
	Iteration 29Q: 3 clusters Score -508029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -508029.937500 Penalty: 4341.515625
	Iteration 30Q: 3 clusters Score -508029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -508030.218750 Penalty: 4341.515625
	Iteration 31Q: 3 clusters Score -508030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -508030.312500 Penalty: 4341.515625
	Iteration 32Q: 3 clusters Score -508030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -508031.031250 Penalty: 4341.515625
	Iteration 33Q: 3 clusters Score -508031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -508029.937500 Penalty: 4341.515625
	Iteration 34Q: 3 clusters Score -508029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -508029.937500 Penalty: 4341.515625
	Iteration 35F: 3 clusters Score -508029.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (50945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Entering Unmasked Estep 
Score: -4558342.500000 Penalty: 2687.948486
	Iteration 0F: 2 clusters Score -4558342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -4524110.500000 Penalty: 5375.896973
	Iteration 0F: 3 clusters Score -4524110 nChanged 23478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4537063.000000 Penalty: 5375.896973
	Iteration 1F: 3 clusters Score -4537063 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -4537715.500000 Penalty: 5375.896973
	Iteration 2Q: 3 clusters Score -4537716 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -4538522.500000 Penalty: 5375.896973
	Iteration 3Q: 3 clusters Score -4538522 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4539467.000000 Penalty: 5375.896973
	Iteration 4Q: 3 clusters Score -4539467 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4540582.500000 Penalty: 5375.896973
	Iteration 5Q: 3 clusters Score -4540582 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4542103.500000 Penalty: 5375.896973
	Iteration 6F: 3 clusters Score -4542104 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4543993.000000 Penalty: 5375.896973
	Iteration 7F: 3 clusters Score -4543993 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4546308.500000 Penalty: 5375.896973
	Iteration 8F: 3 clusters Score -4546308 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -4548921.000000 Penalty: 5375.896973
	Iteration 9F: 3 clusters Score -4548921 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4551255.000000 Penalty: 5375.896973
	Iteration 10F: 3 clusters Score -4551255 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -4553009.000000 Penalty: 5375.896973
	Iteration 11Q: 3 clusters Score -4553009 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -4554106.000000 Penalty: 5375.896973
	Iteration 12Q: 3 clusters Score -4554106 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -4554772.500000 Penalty: 5375.896973
	Iteration 13Q: 3 clusters Score -4554772 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -4555249.000000 Penalty: 5375.896973
	Iteration 14Q: 3 clusters Score -4555249 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -4555669.000000 Penalty: 5375.896973
	Iteration 15Q: 3 clusters Score -4555669 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -4555980.000000 Penalty: 5375.896973
	Iteration 16Q: 3 clusters Score -4555980 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -4556221.500000 Penalty: 5375.896973
	Iteration 17Q: 3 clusters Score -4556222 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -4556395.500000 Penalty: 5375.896973
	Iteration 18Q: 3 clusters Score -4556396 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -4556499.500000 Penalty: 5375.896973
	Iteration 19Q: 3 clusters Score -4556500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -4556576.000000 Penalty: 5375.896973
	Iteration 20F: 3 clusters Score -4556576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -4556633.500000 Penalty: 5375.896973
	Iteration 21Q: 3 clusters Score -4556634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -4556660.500000 Penalty: 5375.896973
	Iteration 22Q: 3 clusters Score -4556660 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -4556689.000000 Penalty: 5375.896973
	Iteration 23Q: 3 clusters Score -4556689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -4556709.000000 Penalty: 5375.896973
	Iteration 24Q: 3 clusters Score -4556709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -4556711.500000 Penalty: 5375.896973
	Iteration 25Q: 3 clusters Score -4556712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -4556720.500000 Penalty: 5375.896973
	Iteration 26Q: 3 clusters Score -4556720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -4556725.500000 Penalty: 5375.896973
	Iteration 27Q: 3 clusters Score -4556726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -4556727.500000 Penalty: 5375.896973
	Iteration 28Q: 3 clusters Score -4556728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -4556724.000000 Penalty: 5375.896973
	Iteration 29Q: 3 clusters Score -4556724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -4556731.500000 Penalty: 5375.896973
	Iteration 30Q: 3 clusters Score -4556732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -4556733.500000 Penalty: 5375.896973
	Iteration 31Q: 3 clusters Score -4556734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -4556734.000000 Penalty: 5375.896973
	Iteration 32Q: 3 clusters Score -4556734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -4556736.500000 Penalty: 5375.896973
	Iteration 33Q: 3 clusters Score -4556736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -4556738.000000 Penalty: 5375.896973
	Iteration 34Q: 3 clusters Score -4556738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -4556742.500000 Penalty: 5375.896973
	Iteration 35Q: 3 clusters Score -4556742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -4556739.000000 Penalty: 5375.896973
	Iteration 36Q: 3 clusters Score -4556739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -4556737.000000 Penalty: 5375.896973
	Iteration 37Q: 3 clusters Score -4556737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -4556739.500000 Penalty: 5375.896973
	Iteration 38Q: 3 clusters Score -4556740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -4556739.500000 Penalty: 5375.896973
	Iteration 39F: 3 clusters Score -4556740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -227273.875000 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -227273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -224241.953125 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -224242 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -224880.890625 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -224880.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -225049.156250 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -225049.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -225153.828125 Penalty: 3921.830078
	Iteration 3Q: 3 clusters Score -225153.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -225239.859375 Penalty: 3921.830078
	Iteration 4Q: 3 clusters Score -225239.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -225294.406250 Penalty: 3921.830078
	Iteration 5Q: 3 clusters Score -225294.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -225338.218750 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -225338.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -225375.203125 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -225375.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -225402.296875 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -225402.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -225420.390625 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -225420.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -225448.984375 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -225449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -225487.625000 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -225487.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -225518.203125 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -225518.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -225551.875000 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -225551.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -225581.828125 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -225581.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -225601.328125 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -225601.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -225616.390625 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -225616.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -225626.593750 Penalty: 3921.830078
	Iteration 17Q: 3 clusters Score -225626.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -225640.593750 Penalty: 3921.830078
	Iteration 18Q: 3 clusters Score -225640.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -225654.531250 Penalty: 3921.830078
	Iteration 19Q: 3 clusters Score -225654.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -225672.406250 Penalty: 3921.830078
	Iteration 20F: 3 clusters Score -225672.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -225684.703125 Penalty: 3921.830078
	Iteration 21Q: 3 clusters Score -225684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -225693.062500 Penalty: 3921.830078
	Iteration 22Q: 3 clusters Score -225693.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -225703.296875 Penalty: 3921.830078
	Iteration 23Q: 3 clusters Score -225703.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -225713.015625 Penalty: 3921.830078
	Iteration 24Q: 3 clusters Score -225713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -225721.312500 Penalty: 3921.830078
	Iteration 25Q: 3 clusters Score -225721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -225726.218750 Penalty: 3921.830078
	Iteration 26Q: 3 clusters Score -225726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -225729.671875 Penalty: 3921.830078
	Iteration 27Q: 3 clusters Score -225729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -225731.796875 Penalty: 3921.830078
	Iteration 28Q: 3 clusters Score -225731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -225732.593750 Penalty: 3921.830078
	Iteration 29Q: 3 clusters Score -225732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -225733.640625 Penalty: 3921.830078
	Iteration 30Q: 3 clusters Score -225733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -225734.609375 Penalty: 3921.830078
	Iteration 31Q: 3 clusters Score -225734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -225736.578125 Penalty: 3921.830078
	Iteration 32Q: 3 clusters Score -225736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -225737.531250 Penalty: 3921.830078
	Iteration 33Q: 3 clusters Score -225737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -225737.890625 Penalty: 3921.830078
	Iteration 34Q: 3 clusters Score -225737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -225737.890625 Penalty: 3921.830078
	Iteration 35F: 3 clusters Score -225737.9 nChanged 0
23->40 Clusters: Score -113012416.000000, best is -113011984.000000
THE BEST YET!

Starting from 24 clusters...
--- Clustering full data set of 1330747 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 57881 members 
Mstep: Class 3 contains 58349 members 
Mstep: Class 4 contains 57517 members 
Mstep: Class 5 contains 57762 members 
Mstep: Class 6 contains 57873 members 
Mstep: Class 7 contains 57843 members 
Mstep: Class 8 contains 58560 members 
Mstep: Class 9 contains 57295 members 
Mstep: Class 10 contains 58344 members 
Mstep: Class 11 contains 57482 members 
Mstep: Class 12 contains 57596 members 
Mstep: Class 13 contains 57853 members 
Mstep: Class 14 contains 58269 members 
Mstep: Class 15 contains 57527 members 
Mstep: Class 16 contains 57699 members 
Mstep: Class 17 contains 57895 members 
Mstep: Class 18 contains 57417 members 
Mstep: Class 19 contains 57966 members 
Mstep: Class 20 contains 57919 members 
Mstep: Class 21 contains 57661 members 
Mstep: Class 22 contains 57983 members 
Mstep: Class 23 contains 58282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1566.414795 but Gain 3497.109375
Score: -105248352.000000 Penalty: 76936.421875
Iteration 0F: 23 clusters Score -1.052484e+08 nChanged 1264444
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 58612 members 
Mstep: Class 3 contains 48555 members 
Mstep: Class 4 contains 37100 members 
Mstep: Class 5 contains 47468 members 
Mstep: Class 6 contains 45668 members 
Mstep: Class 7 contains 87205 members 
Mstep: Class 8 contains 68595 members 
Mstep: Class 9 contains 61571 members 
Mstep: Class 10 contains 129271 members 
Mstep: Class 11 contains 61230 members 
Mstep: Class 12 contains 51195 members 
Mstep: Class 13 contains 58744 members 
Mstep: Class 14 contains 51004 members 
Mstep: Class 16 contains 57943 members 
Mstep: Class 17 contains 71347 members 
Mstep: Class 18 contains 60396 members 
Mstep: Class 19 contains 38398 members 
Mstep: Class 20 contains 67023 members 
Mstep: Class 21 contains 59885 members 
Mstep: Class 22 contains 43984 members 
Mstep: Class 23 contains 72238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109471680.000000 Penalty: 76936.421875
Iteration 1F: 23 clusters Score -1.094717e+08 nChanged 535452
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 66425 members 
Mstep: Class 3 contains 28200 members 
Mstep: Class 4 contains 29568 members 
Mstep: Class 5 contains 38972 members 
Mstep: Class 6 contains 40947 members 
Mstep: Class 7 contains 176477 members 
Mstep: Class 8 contains 86876 members 
Mstep: Class 9 contains 46339 members 
Mstep: Class 10 contains 100533 members 
Mstep: Class 11 contains 42157 members 
Mstep: Class 12 contains 48854 members 
Mstep: Class 13 contains 62173 members 
Mstep: Class 14 contains 42359 members 
Mstep: Class 16 contains 62838 members 
Mstep: Class 17 contains 75104 members 
Mstep: Class 18 contains 59556 members 
Mstep: Class 19 contains 20904 members 
Mstep: Class 20 contains 94486 members 
Mstep: Class 21 contains 67706 members 
Mstep: Class 22 contains 32158 members 
Mstep: Class 23 contains 58087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110780328.000000 Penalty: 76936.421875
Iteration 2F: 23 clusters Score -1.107803e+08 nChanged 419779
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 64820 members 
Mstep: Class 3 contains 18829 members 
Mstep: Class 4 contains 25743 members 
Mstep: Class 5 contains 32393 members 
Mstep: Class 6 contains 34316 members 
Mstep: Class 7 contains 285393 members 
Mstep: Class 8 contains 90739 members 
Mstep: Class 9 contains 37098 members 
Mstep: Class 10 contains 87192 members 
Mstep: Class 11 contains 19792 members 
Mstep: Class 12 contains 43061 members 
Mstep: Class 13 contains 66114 members 
Mstep: Class 14 contains 37084 members 
Mstep: Class 16 contains 63476 members 
Mstep: Class 17 contains 79863 members 
Mstep: Class 18 contains 48477 members 
Mstep: Class 19 contains 12735 members 
Mstep: Class 20 contains 98254 members 
Mstep: Class 21 contains 78043 members 
Mstep: Class 22 contains 23268 members 
Mstep: Class 23 contains 35963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111423456.000000 Penalty: 76936.421875
Iteration 3F: 23 clusters Score -1.114235e+08 nChanged 305470
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 54452 members 
Mstep: Class 3 contains 19197 members 
Mstep: Class 4 contains 19959 members 
Mstep: Class 5 contains 23576 members 
Mstep: Class 6 contains 23215 members 
Mstep: Class 7 contains 399619 members 
Mstep: Class 8 contains 76334 members 
Mstep: Class 9 contains 30291 members 
Mstep: Class 10 contains 88258 members 
Mstep: Class 11 contains 9006 members 
Mstep: Class 12 contains 40929 members 
Mstep: Class 13 contains 70193 members 
Mstep: Class 14 contains 32414 members 
Mstep: Class 16 contains 55006 members 
Mstep: Class 17 contains 86699 members 
Mstep: Class 18 contains 30574 members 
Mstep: Class 19 contains 9234 members 
Mstep: Class 20 contains 82418 members 
Mstep: Class 21 contains 94854 members 
Mstep: Class 22 contains 16025 members 
Mstep: Class 23 contains 20253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111845880.000000 Penalty: 76936.421875
Iteration 4F: 23 clusters Score -1.118459e+08 nChanged 237068
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 37912 members 
Mstep: Class 3 contains 19900 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 5 contains 16215 members 
Mstep: Class 6 contains 12629 members 
Mstep: Class 7 contains 512724 members 
Mstep: Class 8 contains 53072 members 
Mstep: Class 9 contains 23703 members 
Mstep: Class 10 contains 91875 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 40631 members 
Mstep: Class 13 contains 70923 members 
Mstep: Class 14 contains 28237 members 
Mstep: Class 16 contains 44436 members 
Mstep: Class 17 contains 89961 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 19 contains 8181 members 
Mstep: Class 20 contains 56124 members 
Mstep: Class 21 contains 112520 members 
Mstep: Class 22 contains 10893 members 
Mstep: Class 23 contains 11232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112132048.000000 Penalty: 76936.421875
Iteration 5F: 23 clusters Score -1.12132e+08 nChanged 170306
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 22758 members 
Mstep: Class 3 contains 19554 members 
Mstep: Class 4 contains 13789 members 
Mstep: Class 5 contains 12490 members 
Mstep: Class 6 contains 5865 members 
Mstep: Class 7 contains 604274 members 
Mstep: Class 8 contains 33196 members 
Mstep: Class 9 contains 19516 members 
Mstep: Class 10 contains 92322 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 12 contains 40377 members 
Mstep: Class 13 contains 68701 members 
Mstep: Class 14 contains 24788 members 
Mstep: Class 16 contains 38811 members 
Mstep: Class 17 contains 91030 members 
Mstep: Class 18 contains 6424 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 32559 members 
Mstep: Class 21 contains 120076 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 6577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2756.701904 but Gain 3497.109375
Score: -112305096.000000 Penalty: 73439.312500
Iteration 6F: 22 clusters Score -1.123051e+08 nChanged 115229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 13481 members 
Mstep: Class 3 contains 18715 members 
Mstep: Class 4 contains 12339 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 7 contains 668386 members 
Mstep: Class 8 contains 19791 members 
Mstep: Class 9 contains 18351 members 
Mstep: Class 10 contains 88103 members 
Mstep: Class 11 contains 3732 members 
Mstep: Class 12 contains 40102 members 
Mstep: Class 13 contains 65055 members 
Mstep: Class 14 contains 22345 members 
Mstep: Class 16 contains 37895 members 
Mstep: Class 17 contains 91356 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 7500 members 
Mstep: Class 20 contains 17819 members 
Mstep: Class 21 contains 121067 members 
Mstep: Class 22 contains 7221 members 
Mstep: Class 23 contains 5018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2022.916138 but Gain 3497.109375
Score: -112409928.000000 Penalty: 69942.203125
Iteration 7F: 21 clusters Score -1.124099e+08 nChanged 75396
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 17224 members 
Mstep: Class 4 contains 11475 members 
Mstep: Class 5 contains 9278 members 
Mstep: Class 7 contains 708473 members 
Mstep: Class 8 contains 11719 members 
Mstep: Class 9 contains 18372 members 
Mstep: Class 10 contains 80109 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 12 contains 39934 members 
Mstep: Class 13 contains 61697 members 
Mstep: Class 14 contains 20747 members 
Mstep: Class 16 contains 38334 members 
Mstep: Class 17 contains 91432 members 
Mstep: Class 19 contains 7393 members 
Mstep: Class 20 contains 10897 members 
Mstep: Class 21 contains 120286 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112466216.000000 Penalty: 69942.203125
Iteration 8F: 21 clusters Score -1.124662e+08 nChanged 51447
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 7644 members 
Mstep: Class 3 contains 15217 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 7 contains 734267 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 18621 members 
Mstep: Class 10 contains 71405 members 
Mstep: Class 11 contains 3089 members 
Mstep: Class 12 contains 39489 members 
Mstep: Class 13 contains 58412 members 
Mstep: Class 14 contains 19678 members 
Mstep: Class 16 contains 38217 members 
Mstep: Class 17 contains 91255 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 8402 members 
Mstep: Class 21 contains 119265 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 8304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112495616.000000 Penalty: 69942.203125
Iteration 9Q: 21 clusters Score -1.124956e+08 nChanged 38166
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 13344 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 7 contains 751236 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 64099 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 38820 members 
Mstep: Class 13 contains 56383 members 
Mstep: Class 14 contains 18796 members 
Mstep: Class 16 contains 37879 members 
Mstep: Class 17 contains 90706 members 
Mstep: Class 19 contains 7514 members 
Mstep: Class 20 contains 7793 members 
Mstep: Class 21 contains 118376 members 
Mstep: Class 22 contains 6290 members 
Mstep: Class 23 contains 11199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112513104.000000 Penalty: 69942.203125
Iteration 10Q: 21 clusters Score -1.125131e+08 nChanged 28851
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 7599 members 
Mstep: Class 3 contains 11938 members 
Mstep: Class 4 contains 9875 members 
Mstep: Class 5 contains 7100 members 
Mstep: Class 7 contains 762676 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 18819 members 
Mstep: Class 10 contains 58664 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 37975 members 
Mstep: Class 13 contains 55285 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 16 contains 37554 members 
Mstep: Class 17 contains 90004 members 
Mstep: Class 19 contains 8008 members 
Mstep: Class 20 contains 7633 members 
Mstep: Class 21 contains 117612 members 
Mstep: Class 22 contains 6354 members 
Mstep: Class 23 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112522424.000000 Penalty: 69942.203125
Iteration 11Q: 21 clusters Score -1.125224e+08 nChanged 22128
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 7979 members 
Mstep: Class 3 contains 10849 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 6776 members 
Mstep: Class 7 contains 770519 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 18852 members 
Mstep: Class 10 contains 54733 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 37109 members 
Mstep: Class 13 contains 54691 members 
Mstep: Class 14 contains 17082 members 
Mstep: Class 16 contains 37220 members 
Mstep: Class 17 contains 89372 members 
Mstep: Class 19 contains 8395 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 117035 members 
Mstep: Class 22 contains 6492 members 
Mstep: Class 23 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112527768.000000 Penalty: 69942.203125
Iteration 12Q: 21 clusters Score -1.125278e+08 nChanged 17749
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 10088 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 6516 members 
Mstep: Class 7 contains 776061 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 18859 members 
Mstep: Class 10 contains 51971 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 36216 members 
Mstep: Class 13 contains 54273 members 
Mstep: Class 14 contains 16142 members 
Mstep: Class 16 contains 36863 members 
Mstep: Class 17 contains 88906 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 7563 members 
Mstep: Class 21 contains 116594 members 
Mstep: Class 22 contains 6694 members 
Mstep: Class 23 contains 15956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112532240.000000 Penalty: 69942.203125
Iteration 13Q: 21 clusters Score -1.125322e+08 nChanged 14991
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 8585 members 
Mstep: Class 3 contains 9559 members 
Mstep: Class 4 contains 9423 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 7 contains 780008 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 50044 members 
Mstep: Class 11 contains 4868 members 
Mstep: Class 12 contains 35415 members 
Mstep: Class 13 contains 53865 members 
Mstep: Class 14 contains 15139 members 
Mstep: Class 16 contains 36453 members 
Mstep: Class 17 contains 88557 members 
Mstep: Class 19 contains 8786 members 
Mstep: Class 20 contains 7568 members 
Mstep: Class 21 contains 116291 members 
Mstep: Class 22 contains 6914 members 
Mstep: Class 23 contains 17090 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 21 clusters Score -1.125372e+08 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 8842 members 
Mstep: Class 3 contains 9167 members 
Mstep: Class 4 contains 9401 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 7 contains 782750 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 48670 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 34711 members 
Mstep: Class 13 contains 53642 members 
Mstep: Class 14 contains 14114 members 
Mstep: Class 16 contains 36005 members 
Mstep: Class 17 contains 88298 members 
Mstep: Class 19 contains 8920 members 
Mstep: Class 20 contains 7599 members 
Mstep: Class 21 contains 116068 members 
Mstep: Class 22 contains 7111 members 
Mstep: Class 23 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112541448.000000 Penalty: 69942.203125
Iteration 15Q: 21 clusters Score -1.125414e+08 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 9333 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 7 contains 784739 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 18692 members 
Mstep: Class 10 contains 47729 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 34073 members 
Mstep: Class 13 contains 53441 members 
Mstep: Class 14 contains 13124 members 
Mstep: Class 16 contains 35479 members 
Mstep: Class 17 contains 88131 members 
Mstep: Class 19 contains 9028 members 
Mstep: Class 20 contains 7625 members 
Mstep: Class 21 contains 115868 members 
Mstep: Class 22 contains 7274 members 
Mstep: Class 23 contains 19316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 21 clusters Score -1.125451e+08 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 8710 members 
Mstep: Class 4 contains 9257 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 7 contains 786171 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 18634 members 
Mstep: Class 10 contains 47127 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 33472 members 
Mstep: Class 13 contains 53286 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 16 contains 35003 members 
Mstep: Class 17 contains 88022 members 
Mstep: Class 19 contains 9094 members 
Mstep: Class 20 contains 7671 members 
Mstep: Class 21 contains 115725 members 
Mstep: Class 22 contains 7448 members 
Mstep: Class 23 contains 20378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 17Q: 21 clusters Score -1.125497e+08 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 9553 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 9207 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 7 contains 787218 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 18597 members 
Mstep: Class 10 contains 46620 members 
Mstep: Class 11 contains 7550 members 
Mstep: Class 12 contains 32890 members 
Mstep: Class 13 contains 53196 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 16 contains 34732 members 
Mstep: Class 17 contains 87987 members 
Mstep: Class 19 contains 9143 members 
Mstep: Class 20 contains 7713 members 
Mstep: Class 21 contains 115650 members 
Mstep: Class 22 contains 7610 members 
Mstep: Class 23 contains 21243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112552008.000000 Penalty: 69942.203125
Iteration 18Q: 21 clusters Score -1.12552e+08 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 8377 members 
Mstep: Class 4 contains 9170 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 7 contains 788061 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 18542 members 
Mstep: Class 10 contains 46253 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 32368 members 
Mstep: Class 13 contains 53190 members 
Mstep: Class 14 contains 10790 members 
Mstep: Class 16 contains 34569 members 
Mstep: Class 17 contains 87970 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 7769 members 
Mstep: Class 21 contains 115587 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 21941 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 19Q: 21 clusters Score -1.12554e+08 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 10095 members 
Mstep: Class 3 contains 8251 members 
Mstep: Class 4 contains 9182 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 7 contains 788651 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 18513 members 
Mstep: Class 10 contains 46019 members 
Mstep: Class 11 contains 8475 members 
Mstep: Class 12 contains 31880 members 
Mstep: Class 13 contains 53235 members 
Mstep: Class 14 contains 10315 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 87969 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 115505 members 
Mstep: Class 22 contains 7846 members 
Mstep: Class 23 contains 22489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112560416.000000 Penalty: 69942.203125
Iteration 20F: 21 clusters Score -1.125604e+08 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 10511 members 
Mstep: Class 3 contains 7914 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 4983 members 
Mstep: Class 7 contains 789057 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 18471 members 
Mstep: Class 10 contains 45767 members 
Mstep: Class 11 contains 9760 members 
Mstep: Class 12 contains 31115 members 
Mstep: Class 13 contains 52857 members 
Mstep: Class 14 contains 9685 members 
Mstep: Class 16 contains 34556 members 
Mstep: Class 17 contains 87950 members 
Mstep: Class 19 contains 9214 members 
Mstep: Class 20 contains 7899 members 
Mstep: Class 21 contains 115089 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 23129 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 21Q: 21 clusters Score -1.125643e+08 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 10862 members 
Mstep: Class 3 contains 7606 members 
Mstep: Class 4 contains 9189 members 
Mstep: Class 5 contains 4927 members 
Mstep: Class 7 contains 789384 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 45652 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 30481 members 
Mstep: Class 13 contains 52492 members 
Mstep: Class 14 contains 9230 members 
Mstep: Class 16 contains 34596 members 
Mstep: Class 17 contains 87924 members 
Mstep: Class 19 contains 9198 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 114822 members 
Mstep: Class 22 contains 8055 members 
Mstep: Class 23 contains 23609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112567680.000000 Penalty: 69942.203125
Iteration 22Q: 21 clusters Score -1.125677e+08 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 4 contains 9243 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 7 contains 789777 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 18399 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 12035 members 
Mstep: Class 12 contains 29945 members 
Mstep: Class 13 contains 52071 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 16 contains 34645 members 
Mstep: Class 17 contains 87862 members 
Mstep: Class 19 contains 9148 members 
Mstep: Class 20 contains 8022 members 
Mstep: Class 21 contains 114459 members 
Mstep: Class 22 contains 8148 members 
Mstep: Class 23 contains 24002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112570728.000000 Penalty: 69942.203125
Iteration 23Q: 21 clusters Score -1.125707e+08 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 11638 members 
Mstep: Class 3 contains 7012 members 
Mstep: Class 4 contains 9292 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 7 contains 790121 members 
Mstep: Class 8 contains 4870 members 
Mstep: Class 9 contains 18373 members 
Mstep: Class 10 contains 45407 members 
Mstep: Class 11 contains 13083 members 
Mstep: Class 12 contains 29417 members 
Mstep: Class 13 contains 51675 members 
Mstep: Class 14 contains 8723 members 
Mstep: Class 16 contains 34642 members 
Mstep: Class 17 contains 87766 members 
Mstep: Class 19 contains 9090 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 21 contains 114026 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 24348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112573096.000000 Penalty: 69942.203125
Iteration 24Q: 21 clusters Score -1.125731e+08 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 12057 members 
Mstep: Class 3 contains 6720 members 
Mstep: Class 4 contains 9341 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 7 contains 790417 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 18350 members 
Mstep: Class 10 contains 45250 members 
Mstep: Class 11 contains 14000 members 
Mstep: Class 12 contains 28900 members 
Mstep: Class 13 contains 51330 members 
Mstep: Class 14 contains 8537 members 
Mstep: Class 16 contains 34669 members 
Mstep: Class 17 contains 87622 members 
Mstep: Class 19 contains 9010 members 
Mstep: Class 20 contains 8127 members 
Mstep: Class 21 contains 113548 members 
Mstep: Class 22 contains 8493 members 
Mstep: Class 23 contains 24685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112575472.000000 Penalty: 69942.203125
Iteration 25Q: 21 clusters Score -1.125755e+08 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 12493 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 4 contains 9374 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 7 contains 790681 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 18339 members 
Mstep: Class 10 contains 45029 members 
Mstep: Class 11 contains 14900 members 
Mstep: Class 12 contains 28324 members 
Mstep: Class 13 contains 50970 members 
Mstep: Class 14 contains 8347 members 
Mstep: Class 16 contains 34731 members 
Mstep: Class 17 contains 87401 members 
Mstep: Class 19 contains 8909 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 113100 members 
Mstep: Class 22 contains 8854 members 
Mstep: Class 23 contains 24964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112577320.000000 Penalty: 69942.203125
Iteration 26Q: 21 clusters Score -1.125773e+08 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 12903 members 
Mstep: Class 3 contains 6250 members 
Mstep: Class 4 contains 9420 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 7 contains 790819 members 
Mstep: Class 8 contains 5086 members 
Mstep: Class 9 contains 18319 members 
Mstep: Class 10 contains 44803 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 27721 members 
Mstep: Class 13 contains 50576 members 
Mstep: Class 14 contains 8137 members 
Mstep: Class 16 contains 34827 members 
Mstep: Class 17 contains 87192 members 
Mstep: Class 19 contains 8799 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 112776 members 
Mstep: Class 22 contains 9295 members 
Mstep: Class 23 contains 25261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112579352.000000 Penalty: 69942.203125
Iteration 27Q: 21 clusters Score -1.125794e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 13305 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 9465 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 7 contains 790889 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 18288 members 
Mstep: Class 10 contains 44547 members 
Mstep: Class 11 contains 16578 members 
Mstep: Class 12 contains 27162 members 
Mstep: Class 13 contains 50163 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 16 contains 34897 members 
Mstep: Class 17 contains 87041 members 
Mstep: Class 19 contains 8672 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 112526 members 
Mstep: Class 22 contains 9768 members 
Mstep: Class 23 contains 25510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112580920.000000 Penalty: 69942.203125
Iteration 28Q: 21 clusters Score -1.125809e+08 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 9510 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 7 contains 790880 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 18223 members 
Mstep: Class 10 contains 44343 members 
Mstep: Class 11 contains 17368 members 
Mstep: Class 12 contains 26644 members 
Mstep: Class 13 contains 49781 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 16 contains 34975 members 
Mstep: Class 17 contains 86887 members 
Mstep: Class 19 contains 8562 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 112300 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 25754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112582200.000000 Penalty: 69942.203125
Iteration 29Q: 21 clusters Score -1.125822e+08 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 5745 members 
Mstep: Class 4 contains 9555 members 
Mstep: Class 5 contains 6702 members 
Mstep: Class 7 contains 790900 members 
Mstep: Class 8 contains 5311 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 44188 members 
Mstep: Class 11 contains 18122 members 
Mstep: Class 12 contains 26164 members 
Mstep: Class 13 contains 49406 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 16 contains 35030 members 
Mstep: Class 17 contains 86741 members 
Mstep: Class 19 contains 8487 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 112111 members 
Mstep: Class 22 contains 10481 members 
Mstep: Class 23 contains 25976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112583592.000000 Penalty: 69942.203125
Iteration 30Q: 21 clusters Score -1.125836e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 5616 members 
Mstep: Class 4 contains 9553 members 
Mstep: Class 5 contains 7003 members 
Mstep: Class 7 contains 790944 members 
Mstep: Class 8 contains 5354 members 
Mstep: Class 9 contains 18026 members 
Mstep: Class 10 contains 44004 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 25722 members 
Mstep: Class 13 contains 49030 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 16 contains 35073 members 
Mstep: Class 17 contains 86611 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111902 members 
Mstep: Class 22 contains 10712 members 
Mstep: Class 23 contains 26174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112583944.000000 Penalty: 69942.203125
Iteration 31Q: 21 clusters Score -1.125839e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 14560 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 9568 members 
Mstep: Class 5 contains 7285 members 
Mstep: Class 7 contains 790918 members 
Mstep: Class 8 contains 5364 members 
Mstep: Class 9 contains 17908 members 
Mstep: Class 10 contains 43823 members 
Mstep: Class 11 contains 19632 members 
Mstep: Class 12 contains 25275 members 
Mstep: Class 13 contains 48749 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 16 contains 35135 members 
Mstep: Class 17 contains 86477 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 8200 members 
Mstep: Class 21 contains 111719 members 
Mstep: Class 22 contains 10896 members 
Mstep: Class 23 contains 26338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112584904.000000 Penalty: 69942.203125
Iteration 32Q: 21 clusters Score -1.125849e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 14829 members 
Mstep: Class 3 contains 5448 members 
Mstep: Class 4 contains 9583 members 
Mstep: Class 5 contains 7551 members 
Mstep: Class 7 contains 790933 members 
Mstep: Class 8 contains 5347 members 
Mstep: Class 9 contains 17826 members 
Mstep: Class 10 contains 43611 members 
Mstep: Class 11 contains 20363 members 
Mstep: Class 12 contains 24800 members 
Mstep: Class 13 contains 48475 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 16 contains 35181 members 
Mstep: Class 17 contains 86352 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 8204 members 
Mstep: Class 21 contains 111585 members 
Mstep: Class 22 contains 11044 members 
Mstep: Class 23 contains 26458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112585904.000000 Penalty: 69942.203125
Iteration 33Q: 21 clusters Score -1.125859e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 15023 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 7 contains 790926 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 17754 members 
Mstep: Class 10 contains 43472 members 
Mstep: Class 11 contains 21061 members 
Mstep: Class 12 contains 24379 members 
Mstep: Class 13 contains 48147 members 
Mstep: Class 14 contains 7223 members 
Mstep: Class 16 contains 35217 members 
Mstep: Class 17 contains 86255 members 
Mstep: Class 19 contains 8366 members 
Mstep: Class 20 contains 8192 members 
Mstep: Class 21 contains 111517 members 
Mstep: Class 22 contains 11129 members 
Mstep: Class 23 contains 26579 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 34Q: 21 clusters Score -1.125871e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 15205 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 9590 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 7 contains 790874 members 
Mstep: Class 8 contains 5277 members 
Mstep: Class 9 contains 17696 members 
Mstep: Class 10 contains 43334 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 23993 members 
Mstep: Class 13 contains 47834 members 
Mstep: Class 14 contains 7174 members 
Mstep: Class 16 contains 35267 members 
Mstep: Class 17 contains 86166 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 8192 members 
Mstep: Class 21 contains 111468 members 
Mstep: Class 22 contains 11211 members 
Mstep: Class 23 contains 26683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112587728.000000 Penalty: 69942.203125
Iteration 35Q: 21 clusters Score -1.125877e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 15373 members 
Mstep: Class 3 contains 5276 members 
Mstep: Class 4 contains 9582 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 7 contains 790824 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 17659 members 
Mstep: Class 10 contains 43179 members 
Mstep: Class 11 contains 22434 members 
Mstep: Class 12 contains 23605 members 
Mstep: Class 13 contains 47567 members 
Mstep: Class 14 contains 7137 members 
Mstep: Class 16 contains 35317 members 
Mstep: Class 17 contains 86079 members 
Mstep: Class 19 contains 8336 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 111495 members 
Mstep: Class 22 contains 11267 members 
Mstep: Class 23 contains 26746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 36Q: 21 clusters Score -1.125886e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 5248 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 7 contains 790758 members 
Mstep: Class 8 contains 5205 members 
Mstep: Class 9 contains 17640 members 
Mstep: Class 10 contains 43023 members 
Mstep: Class 11 contains 23074 members 
Mstep: Class 12 contains 23226 members 
Mstep: Class 13 contains 47380 members 
Mstep: Class 14 contains 7113 members 
Mstep: Class 16 contains 35355 members 
Mstep: Class 17 contains 85991 members 
Mstep: Class 19 contains 8339 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 111504 members 
Mstep: Class 22 contains 11316 members 
Mstep: Class 23 contains 26748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112589464.000000 Penalty: 69942.203125
Iteration 37Q: 21 clusters Score -1.125895e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 15649 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 7 contains 790689 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 17645 members 
Mstep: Class 10 contains 42923 members 
Mstep: Class 11 contains 23635 members 
Mstep: Class 12 contains 22860 members 
Mstep: Class 13 contains 47232 members 
Mstep: Class 14 contains 7061 members 
Mstep: Class 16 contains 35374 members 
Mstep: Class 17 contains 85908 members 
Mstep: Class 19 contains 8337 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 111570 members 
Mstep: Class 22 contains 11374 members 
Mstep: Class 23 contains 26705 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 21 clusters Score -1.125901e+08 nChanged 2773
Entering ConstructFrom: 
Score: -112590104.000000 Penalty: 69942.203125
Entering ConstructFrom: 
Trying to split cluster 1 (47083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Entering Unmasked Estep 
Score: -4089806.250000 Penalty: 2668.397461
	Iteration 0F: 2 clusters Score -4089806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4057951.250000 Penalty: 5336.794922
	Iteration 0F: 3 clusters Score -4057951 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -4070152.000000 Penalty: 5336.794922
	Iteration 1F: 3 clusters Score -4070152 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4071770.750000 Penalty: 5336.794922
	Iteration 2F: 3 clusters Score -4071771 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4075189.000000 Penalty: 5336.794922
	Iteration 3F: 3 clusters Score -4075189 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4080982.000000 Penalty: 5336.794922
	Iteration 4F: 3 clusters Score -4080982 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4087656.750000 Penalty: 5336.794922
	Iteration 5F: 3 clusters Score -4087657 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4092011.000000 Penalty: 5336.794922
	Iteration 6F: 3 clusters Score -4092011 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4093887.750000 Penalty: 5336.794922
	Iteration 7Q: 3 clusters Score -4093888 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4094622.000000 Penalty: 5336.794922
	Iteration 8Q: 3 clusters Score -4094622 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -4094906.500000 Penalty: 5336.794922
	Iteration 9Q: 3 clusters Score -4094906 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4095048.500000 Penalty: 5336.794922
	Iteration 10Q: 3 clusters Score -4095048 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -4095133.000000 Penalty: 5336.794922
	Iteration 11Q: 3 clusters Score -4095133 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4095183.000000 Penalty: 5336.794922
	Iteration 12Q: 3 clusters Score -4095183 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4095220.500000 Penalty: 5336.794922
	Iteration 13Q: 3 clusters Score -4095220 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4095252.000000 Penalty: 5336.794922
	Iteration 14Q: 3 clusters Score -4095252 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4095274.000000 Penalty: 5336.794922
	Iteration 15Q: 3 clusters Score -4095274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4095285.250000 Penalty: 5336.794922
	Iteration 16Q: 3 clusters Score -4095285 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4095302.500000 Penalty: 5336.794922
	Iteration 17Q: 3 clusters Score -4095302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -4095326.000000 Penalty: 5336.794922
	Iteration 18Q: 3 clusters Score -4095326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4095368.000000 Penalty: 5336.794922
	Iteration 19Q: 3 clusters Score -4095368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4095385.750000 Penalty: 5336.794922
	Iteration 20F: 3 clusters Score -4095386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -4095412.500000 Penalty: 5336.794922
	Iteration 21Q: 3 clusters Score -4095412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4095452.750000 Penalty: 5336.794922
	Iteration 22Q: 3 clusters Score -4095453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -4095468.250000 Penalty: 5336.794922
	Iteration 23Q: 3 clusters Score -4095468 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4095487.000000 Penalty: 5336.794922
	Iteration 24Q: 3 clusters Score -4095487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4095494.000000 Penalty: 5336.794922
	Iteration 25Q: 3 clusters Score -4095494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4095525.500000 Penalty: 5336.794922
	Iteration 26Q: 3 clusters Score -4095526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4095531.500000 Penalty: 5336.794922
	Iteration 27Q: 3 clusters Score -4095532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4095531.000000 Penalty: 5336.794922
	Iteration 28Q: 3 clusters Score -4095531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4095534.250000 Penalty: 5336.794922
	Iteration 29Q: 3 clusters Score -4095534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4095538.000000 Penalty: 5336.794922
	Iteration 30Q: 3 clusters Score -4095538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4095543.000000 Penalty: 5336.794922
	Iteration 31Q: 3 clusters Score -4095543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4095545.250000 Penalty: 5336.794922
	Iteration 32Q: 3 clusters Score -4095545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4095544.500000 Penalty: 5336.794922
	Iteration 33Q: 3 clusters Score -4095544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4095543.250000 Penalty: 5336.794922
	Iteration 34Q: 3 clusters Score -4095543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4095548.750000 Penalty: 5336.794922
	Iteration 35Q: 3 clusters Score -4095549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4095554.750000 Penalty: 5336.794922
	Iteration 36Q: 3 clusters Score -4095555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4095556.750000 Penalty: 5336.794922
	Iteration 37Q: 3 clusters Score -4095557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4095556.500000 Penalty: 5336.794922
	Iteration 38Q: 3 clusters Score -4095556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4095555.750000 Penalty: 5336.794922
	Iteration 39Q: 3 clusters Score -4095556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4095554.250000 Penalty: 5336.794922
	Iteration 40F: 3 clusters Score -4095554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4095556.750000 Penalty: 5336.794922
	Iteration 41Q: 3 clusters Score -4095557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4095558.500000 Penalty: 5336.794922
	Iteration 42Q: 3 clusters Score -4095558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -4095556.750000 Penalty: 5336.794922
	Iteration 43Q: 3 clusters Score -4095557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4095557.750000 Penalty: 5336.794922
	Iteration 44Q: 3 clusters Score -4095558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -4095557.000000 Penalty: 5336.794922
	Iteration 45Q: 3 clusters Score -4095557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4095553.250000 Penalty: 5336.794922
	Iteration 46Q: 3 clusters Score -4095553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4095555.500000 Penalty: 5336.794922
	Iteration 47Q: 3 clusters Score -4095556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4095556.000000 Penalty: 5336.794922
	Iteration 48Q: 3 clusters Score -4095556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4095553.750000 Penalty: 5336.794922
	Iteration 49Q: 3 clusters Score -4095554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4095553.500000 Penalty: 5336.794922
	Iteration 50Q: 3 clusters Score -4095554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4095555.000000 Penalty: 5336.794922
	Iteration 51Q: 3 clusters Score -4095555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4095556.500000 Penalty: 5336.794922
	Iteration 52Q: 3 clusters Score -4095556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4095556.500000 Penalty: 5336.794922
	Iteration 53F: 3 clusters Score -4095556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 15753 members 
Mstep: Class 3 contains 5217 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 790622 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Entering Unmasked Estep 
Score: -112594784.000000 Penalty: 73439.312500
Splitting cluster 1 changes total score from -112590104.000000 to -112594784.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (15753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Entering Unmasked Estep 
Score: -1293189.500000 Penalty: 2396.866943
	Iteration 0F: 2 clusters Score -1293190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1281917.875000 Penalty: 4793.733887
	Iteration 0F: 3 clusters Score -1281918 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1285881.125000 Penalty: 4793.733887
	Iteration 1F: 3 clusters Score -1285881 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1286566.000000 Penalty: 4793.733887
	Iteration 2F: 3 clusters Score -1286566 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1287169.000000 Penalty: 4793.733887
	Iteration 3F: 3 clusters Score -1287169 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1287805.125000 Penalty: 4793.733887
	Iteration 4F: 3 clusters Score -1287805 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1288488.500000 Penalty: 4793.733887
	Iteration 5F: 3 clusters Score -1288488 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1289065.000000 Penalty: 4793.733887
	Iteration 6F: 3 clusters Score -1289065 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1289509.750000 Penalty: 4793.733887
	Iteration 7Q: 3 clusters Score -1289510 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1289806.750000 Penalty: 4793.733887
	Iteration 8Q: 3 clusters Score -1289807 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1289982.125000 Penalty: 4793.733887
	Iteration 9Q: 3 clusters Score -1289982 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1290104.250000 Penalty: 4793.733887
	Iteration 10Q: 3 clusters Score -1290104 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1290180.750000 Penalty: 4793.733887
	Iteration 11Q: 3 clusters Score -1290181 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1290243.625000 Penalty: 4793.733887
	Iteration 12Q: 3 clusters Score -1290244 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1290299.000000 Penalty: 4793.733887
	Iteration 13Q: 3 clusters Score -1290299 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1290361.500000 Penalty: 4793.733887
	Iteration 14Q: 3 clusters Score -1290362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1290422.750000 Penalty: 4793.733887
	Iteration 15Q: 3 clusters Score -1290423 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1290486.875000 Penalty: 4793.733887
	Iteration 16Q: 3 clusters Score -1290487 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1290559.125000 Penalty: 4793.733887
	Iteration 17Q: 3 clusters Score -1290559 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1290668.625000 Penalty: 4793.733887
	Iteration 18Q: 3 clusters Score -1290669 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1290801.875000 Penalty: 4793.733887
	Iteration 19Q: 3 clusters Score -1290802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1290993.875000 Penalty: 4793.733887
	Iteration 20F: 3 clusters Score -1290994 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1291271.125000 Penalty: 4793.733887
	Iteration 21Q: 3 clusters Score -1291271 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1291708.125000 Penalty: 4793.733887
	Iteration 22Q: 3 clusters Score -1291708 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1292307.250000 Penalty: 4793.733887
	Iteration 23Q: 3 clusters Score -1292307 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1292809.000000 Penalty: 4793.733887
	Iteration 24Q: 3 clusters Score -1292809 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1293074.625000 Penalty: 4793.733887
	Iteration 25Q: 3 clusters Score -1293075 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1293206.375000 Penalty: 4793.733887
	Iteration 26Q: 3 clusters Score -1293206 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1293296.875000 Penalty: 4793.733887
	Iteration 27Q: 3 clusters Score -1293297 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1293364.250000 Penalty: 4793.733887
	Iteration 28Q: 3 clusters Score -1293364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1293405.125000 Penalty: 4793.733887
	Iteration 29Q: 3 clusters Score -1293405 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1293435.125000 Penalty: 4793.733887
	Iteration 30Q: 3 clusters Score -1293435 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1293455.125000 Penalty: 4793.733887
	Iteration 31Q: 3 clusters Score -1293455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1293475.625000 Penalty: 4793.733887
	Iteration 32Q: 3 clusters Score -1293476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1293484.750000 Penalty: 4793.733887
	Iteration 33Q: 3 clusters Score -1293485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1293490.750000 Penalty: 4793.733887
	Iteration 34Q: 3 clusters Score -1293491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1293493.625000 Penalty: 4793.733887
	Iteration 35Q: 3 clusters Score -1293494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1293498.250000 Penalty: 4793.733887
	Iteration 36Q: 3 clusters Score -1293498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1293502.750000 Penalty: 4793.733887
	Iteration 37Q: 3 clusters Score -1293503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1293503.750000 Penalty: 4793.733887
	Iteration 38Q: 3 clusters Score -1293504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1293507.000000 Penalty: 4793.733887
	Iteration 39Q: 3 clusters Score -1293507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1293511.500000 Penalty: 4793.733887
	Iteration 40F: 3 clusters Score -1293512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1293515.500000 Penalty: 4793.733887
	Iteration 41Q: 3 clusters Score -1293516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1293518.875000 Penalty: 4793.733887
	Iteration 42Q: 3 clusters Score -1293519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1293525.750000 Penalty: 4793.733887
	Iteration 43Q: 3 clusters Score -1293526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1293528.375000 Penalty: 4793.733887
	Iteration 44Q: 3 clusters Score -1293528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1293526.625000 Penalty: 4793.733887
	Iteration 45Q: 3 clusters Score -1293527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1293526.625000 Penalty: 4793.733887
	Iteration 46Q: 3 clusters Score -1293527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1293526.125000 Penalty: 4793.733887
	Iteration 47Q: 3 clusters Score -1293526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1293529.375000 Penalty: 4793.733887
	Iteration 48Q: 3 clusters Score -1293529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1293532.875000 Penalty: 4793.733887
	Iteration 49Q: 3 clusters Score -1293533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1293526.125000 Penalty: 4793.733887
	Iteration 50Q: 3 clusters Score -1293526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1293528.125000 Penalty: 4793.733887
	Iteration 51Q: 3 clusters Score -1293528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1293530.000000 Penalty: 4793.733887
	Iteration 52Q: 3 clusters Score -1293530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1293530.875000 Penalty: 4793.733887
	Iteration 53Q: 3 clusters Score -1293531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1293532.375000 Penalty: 4793.733887
	Iteration 54Q: 3 clusters Score -1293532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1293531.000000 Penalty: 4793.733887
	Iteration 55Q: 3 clusters Score -1293531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1293535.500000 Penalty: 4793.733887
	Iteration 56Q: 3 clusters Score -1293536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1293535.250000 Penalty: 4793.733887
	Iteration 57Q: 3 clusters Score -1293535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1293537.750000 Penalty: 4793.733887
	Iteration 58Q: 3 clusters Score -1293538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1293535.500000 Penalty: 4793.733887
	Iteration 59Q: 3 clusters Score -1293536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1293535.500000 Penalty: 4793.733887
	Iteration 60F: 3 clusters Score -1293536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 5217 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 790622 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Entering Unmasked Estep 
Score: -112593784.000000 Penalty: 76936.421875
Splitting cluster 2 changes total score from -112590104.000000 to -112593784.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -420220.062500 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -420220.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -415614.125000 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -415614.1 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -416928.718750 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -416928.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -417380.562500 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -417380.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -417949.250000 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -417949.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -418538.468750 Penalty: 4245.600098
	Iteration 4F: 3 clusters Score -418538.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -419019.250000 Penalty: 4245.600098
	Iteration 5F: 3 clusters Score -419019.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -419425.343750 Penalty: 4245.600098
	Iteration 6F: 3 clusters Score -419425.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -419784.187500 Penalty: 4245.600098
	Iteration 7F: 3 clusters Score -419784.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -420073.062500 Penalty: 4245.600098
	Iteration 8F: 3 clusters Score -420073.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -420270.531250 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -420270.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -420475.093750 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -420475.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -420700.750000 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -420700.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -420853.343750 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -420853.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -420942.218750 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -420942.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -421018.593750 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -421018.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -421061.812500 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -421061.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -421075.125000 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -421075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -421085.968750 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -421086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -421093.500000 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -421093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -421095.437500 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -421095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -421095.437500 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -421095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 790622 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Entering Unmasked Estep 
Score: -112593120.000000 Penalty: 80433.531250
Splitting cluster 3 changes total score from -112590104.000000 to -112593120.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (9545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Entering Unmasked Estep 
Score: -656141.750000 Penalty: 2272.615723
	Iteration 0F: 2 clusters Score -656141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -648833.125000 Penalty: 4545.231445
	Iteration 0F: 3 clusters Score -648833.1 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -651584.187500 Penalty: 4545.231445
	Iteration 1F: 3 clusters Score -651584.2 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -652790.250000 Penalty: 4545.231445
	Iteration 2F: 3 clusters Score -652790.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -654132.750000 Penalty: 4545.231445
	Iteration 3F: 3 clusters Score -654132.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -655329.937500 Penalty: 4545.231445
	Iteration 4F: 3 clusters Score -655329.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -656175.250000 Penalty: 4545.231445
	Iteration 5F: 3 clusters Score -656175.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -656839.937500 Penalty: 4545.231445
	Iteration 6F: 3 clusters Score -656839.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -657403.812500 Penalty: 4545.231445
	Iteration 7F: 3 clusters Score -657403.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -657869.750000 Penalty: 4545.231445
	Iteration 8Q: 3 clusters Score -657869.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -658216.187500 Penalty: 4545.231445
	Iteration 9Q: 3 clusters Score -658216.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -658488.125000 Penalty: 4545.231445
	Iteration 10Q: 3 clusters Score -658488.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -658670.437500 Penalty: 4545.231445
	Iteration 11Q: 3 clusters Score -658670.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -658784.312500 Penalty: 4545.231445
	Iteration 12Q: 3 clusters Score -658784.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -658849.250000 Penalty: 4545.231445
	Iteration 13Q: 3 clusters Score -658849.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -658882.750000 Penalty: 4545.231445
	Iteration 14Q: 3 clusters Score -658882.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -658900.375000 Penalty: 4545.231445
	Iteration 15Q: 3 clusters Score -658900.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -658916.312500 Penalty: 4545.231445
	Iteration 16Q: 3 clusters Score -658916.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -658923.937500 Penalty: 4545.231445
	Iteration 17Q: 3 clusters Score -658923.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -658931.250000 Penalty: 4545.231445
	Iteration 18Q: 3 clusters Score -658931.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -658947.750000 Penalty: 4545.231445
	Iteration 19Q: 3 clusters Score -658947.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -658975.187500 Penalty: 4545.231445
	Iteration 20F: 3 clusters Score -658975.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -659012.312500 Penalty: 4545.231445
	Iteration 21Q: 3 clusters Score -659012.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -659055.375000 Penalty: 4545.231445
	Iteration 22Q: 3 clusters Score -659055.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -659133.437500 Penalty: 4545.231445
	Iteration 23Q: 3 clusters Score -659133.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -659199.937500 Penalty: 4545.231445
	Iteration 24Q: 3 clusters Score -659199.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -659272.375000 Penalty: 4545.231445
	Iteration 25Q: 3 clusters Score -659272.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -659338.250000 Penalty: 4545.231445
	Iteration 26Q: 3 clusters Score -659338.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -659394.125000 Penalty: 4545.231445
	Iteration 27Q: 3 clusters Score -659394.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -659422.437500 Penalty: 4545.231445
	Iteration 28Q: 3 clusters Score -659422.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -659440.312500 Penalty: 4545.231445
	Iteration 29Q: 3 clusters Score -659440.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -659455.812500 Penalty: 4545.231445
	Iteration 30Q: 3 clusters Score -659455.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -659463.750000 Penalty: 4545.231445
	Iteration 31Q: 3 clusters Score -659463.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -659472.687500 Penalty: 4545.231445
	Iteration 32Q: 3 clusters Score -659472.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -659472.812500 Penalty: 4545.231445
	Iteration 33Q: 3 clusters Score -659472.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -659479.250000 Penalty: 4545.231445
	Iteration 34Q: 3 clusters Score -659479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -659481.062500 Penalty: 4545.231445
	Iteration 35Q: 3 clusters Score -659481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -659483.562500 Penalty: 4545.231445
	Iteration 36Q: 3 clusters Score -659483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -659484.312500 Penalty: 4545.231445
	Iteration 37Q: 3 clusters Score -659484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -659484.437500 Penalty: 4545.231445
	Iteration 38Q: 3 clusters Score -659484.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -659487.437500 Penalty: 4545.231445
	Iteration 39Q: 3 clusters Score -659487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -659487.625000 Penalty: 4545.231445
	Iteration 40F: 3 clusters Score -659487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -659489.625000 Penalty: 4545.231445
	Iteration 41Q: 3 clusters Score -659489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -659492.875000 Penalty: 4545.231445
	Iteration 42Q: 3 clusters Score -659492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -659495.812500 Penalty: 4545.231445
	Iteration 43Q: 3 clusters Score -659495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -659495.250000 Penalty: 4545.231445
	Iteration 44Q: 3 clusters Score -659495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -659496.875000 Penalty: 4545.231445
	Iteration 45Q: 3 clusters Score -659496.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -659497.687500 Penalty: 4545.231445
	Iteration 46Q: 3 clusters Score -659497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -659497.750000 Penalty: 4545.231445
	Iteration 47Q: 3 clusters Score -659497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -659499.750000 Penalty: 4545.231445
	Iteration 48Q: 3 clusters Score -659499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -659499.250000 Penalty: 4545.231445
	Iteration 49Q: 3 clusters Score -659499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -659499.250000 Penalty: 4545.231445
	Iteration 50F: 3 clusters Score -659499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 790622 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Entering Unmasked Estep 
Score: -112595120.000000 Penalty: 83930.640625
Splitting cluster 4 changes total score from -112590104.000000 to -112595120.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -736256.250000 Penalty: 2248.713623
	Iteration 0F: 2 clusters Score -736256.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -729385.500000 Penalty: 4497.427246
	Iteration 0F: 3 clusters Score -729385.5 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -731405.750000 Penalty: 4497.427246
	Iteration 1F: 3 clusters Score -731405.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -732109.250000 Penalty: 4497.427246
	Iteration 2F: 3 clusters Score -732109.2 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -733157.000000 Penalty: 4497.427246
	Iteration 3F: 3 clusters Score -733157 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -734194.000000 Penalty: 4497.427246
	Iteration 4F: 3 clusters Score -734194 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -734921.625000 Penalty: 4497.427246
	Iteration 5F: 3 clusters Score -734921.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -735343.875000 Penalty: 4497.427246
	Iteration 6F: 3 clusters Score -735343.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -735527.750000 Penalty: 4497.427246
	Iteration 7Q: 3 clusters Score -735527.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -735627.625000 Penalty: 4497.427246
	Iteration 8Q: 3 clusters Score -735627.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -735684.812500 Penalty: 4497.427246
	Iteration 9Q: 3 clusters Score -735684.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -735727.875000 Penalty: 4497.427246
	Iteration 10Q: 3 clusters Score -735727.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -735759.500000 Penalty: 4497.427246
	Iteration 11Q: 3 clusters Score -735759.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -735790.562500 Penalty: 4497.427246
	Iteration 12Q: 3 clusters Score -735790.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -735812.187500 Penalty: 4497.427246
	Iteration 13Q: 3 clusters Score -735812.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -735830.125000 Penalty: 4497.427246
	Iteration 14Q: 3 clusters Score -735830.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -735845.312500 Penalty: 4497.427246
	Iteration 15Q: 3 clusters Score -735845.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -735859.187500 Penalty: 4497.427246
	Iteration 16Q: 3 clusters Score -735859.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -735874.125000 Penalty: 4497.427246
	Iteration 17Q: 3 clusters Score -735874.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -735881.562500 Penalty: 4497.427246
	Iteration 18Q: 3 clusters Score -735881.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -735891.250000 Penalty: 4497.427246
	Iteration 19Q: 3 clusters Score -735891.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -735896.625000 Penalty: 4497.427246
	Iteration 20F: 3 clusters Score -735896.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -735899.937500 Penalty: 4497.427246
	Iteration 21Q: 3 clusters Score -735899.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -735904.000000 Penalty: 4497.427246
	Iteration 22Q: 3 clusters Score -735904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -735905.312500 Penalty: 4497.427246
	Iteration 23Q: 3 clusters Score -735905.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -735907.875000 Penalty: 4497.427246
	Iteration 24Q: 3 clusters Score -735907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -735914.437500 Penalty: 4497.427246
	Iteration 25Q: 3 clusters Score -735914.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -735918.875000 Penalty: 4497.427246
	Iteration 26Q: 3 clusters Score -735918.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -735920.812500 Penalty: 4497.427246
	Iteration 27Q: 3 clusters Score -735920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -735921.312500 Penalty: 4497.427246
	Iteration 28Q: 3 clusters Score -735921.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -735927.437500 Penalty: 4497.427246
	Iteration 29Q: 3 clusters Score -735927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -735931.375000 Penalty: 4497.427246
	Iteration 30Q: 3 clusters Score -735931.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -735934.750000 Penalty: 4497.427246
	Iteration 31Q: 3 clusters Score -735934.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -735937.187500 Penalty: 4497.427246
	Iteration 32Q: 3 clusters Score -735937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -735940.500000 Penalty: 4497.427246
	Iteration 33Q: 3 clusters Score -735940.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -735943.250000 Penalty: 4497.427246
	Iteration 34Q: 3 clusters Score -735943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -735946.187500 Penalty: 4497.427246
	Iteration 35Q: 3 clusters Score -735946.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -735947.937500 Penalty: 4497.427246
	Iteration 36Q: 3 clusters Score -735947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -735951.875000 Penalty: 4497.427246
	Iteration 37Q: 3 clusters Score -735951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -735953.500000 Penalty: 4497.427246
	Iteration 38Q: 3 clusters Score -735953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -735953.625000 Penalty: 4497.427246
	Iteration 39Q: 3 clusters Score -735953.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -735960.437500 Penalty: 4497.427246
	Iteration 40F: 3 clusters Score -735960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -735960.500000 Penalty: 4497.427246
	Iteration 41Q: 3 clusters Score -735960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -735963.562500 Penalty: 4497.427246
	Iteration 42Q: 3 clusters Score -735963.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -735967.875000 Penalty: 4497.427246
	Iteration 43Q: 3 clusters Score -735967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -735974.625000 Penalty: 4497.427246
	Iteration 44Q: 3 clusters Score -735974.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -735977.750000 Penalty: 4497.427246
	Iteration 45Q: 3 clusters Score -735977.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -735981.375000 Penalty: 4497.427246
	Iteration 46Q: 3 clusters Score -735981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -735985.500000 Penalty: 4497.427246
	Iteration 47Q: 3 clusters Score -735985.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -735989.937500 Penalty: 4497.427246
	Iteration 48Q: 3 clusters Score -735989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -735988.562500 Penalty: 4497.427246
	Iteration 49Q: 3 clusters Score -735988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -735989.875000 Penalty: 4497.427246
	Iteration 50Q: 3 clusters Score -735989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -735990.437500 Penalty: 4497.427246
	Iteration 51Q: 3 clusters Score -735990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -735990.250000 Penalty: 4497.427246
	Iteration 52Q: 3 clusters Score -735990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -735990.250000 Penalty: 4497.427246
	Iteration 53F: 3 clusters Score -735990.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (790622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790622 members 
Entering Unmasked Estep 
Score: -68837624.000000 Penalty: 3367.982666
	Iteration 0F: 2 clusters Score -6.883762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394287 members 
Mstep: Class 2 contains 396335 members 
Entering Unmasked Estep 
Score: -68357800.000000 Penalty: 6735.965332
	Iteration 0F: 3 clusters Score -6.83578e+07 nChanged 387863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358876 members 
Mstep: Class 2 contains 431746 members 
Entering Unmasked Estep 
Score: -68594672.000000 Penalty: 6735.965332
	Iteration 1F: 3 clusters Score -6.859467e+07 nChanged 26362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335338 members 
Mstep: Class 2 contains 455284 members 
Entering Unmasked Estep 
Score: -68601880.000000 Penalty: 6735.965332
	Iteration 2Q: 3 clusters Score -6.860188e+07 nChanged 37968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298840 members 
Mstep: Class 2 contains 491782 members 
Entering Unmasked Estep 
Score: -68619240.000000 Penalty: 6735.965332
	Iteration 3Q: 3 clusters Score -6.861924e+07 nChanged 54975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244645 members 
Mstep: Class 2 contains 545977 members 
Entering Unmasked Estep 
Score: -68653792.000000 Penalty: 6735.965332
	Iteration 4F: 3 clusters Score -6.865379e+07 nChanged 71156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173805 members 
Mstep: Class 2 contains 616817 members 
Entering Unmasked Estep 
Score: -68714272.000000 Penalty: 6735.965332
	Iteration 5F: 3 clusters Score -6.871427e+07 nChanged 74873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 691574 members 
Entering Unmasked Estep 
Score: -68786632.000000 Penalty: 6735.965332
	Iteration 6F: 3 clusters Score -6.878663e+07 nChanged 55375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 746893 members 
Entering Unmasked Estep 
Score: -68820752.000000 Penalty: 6735.965332
	Iteration 7F: 3 clusters Score -6.882075e+07 nChanged 25964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 772807 members 
Entering Unmasked Estep 
Score: -68830000.000000 Penalty: 6735.965332
	Iteration 8Q: 3 clusters Score -6.883e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 782334 members 
Entering Unmasked Estep 
Score: -68833344.000000 Penalty: 6735.965332
	Iteration 9Q: 3 clusters Score -6.883334e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 785977 members 
Entering Unmasked Estep 
Score: -68834144.000000 Penalty: 6735.965332
	Iteration 10Q: 3 clusters Score -6.883414e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 787563 members 
Entering Unmasked Estep 
Score: -68834696.000000 Penalty: 6735.965332
	Iteration 11Q: 3 clusters Score -6.88347e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 788278 members 
Entering Unmasked Estep 
Score: -68834960.000000 Penalty: 6735.965332
	Iteration 12Q: 3 clusters Score -6.883496e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 788601 members 
Entering Unmasked Estep 
Score: -68835304.000000 Penalty: 6735.965332
	Iteration 13Q: 3 clusters Score -6.88353e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 788770 members 
Entering Unmasked Estep 
Score: -68835368.000000 Penalty: 6735.965332
	Iteration 14Q: 3 clusters Score -6.883537e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 788865 members 
Entering Unmasked Estep 
Score: -68835384.000000 Penalty: 6735.965332
	Iteration 15Q: 3 clusters Score -6.883538e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 788924 members 
Entering Unmasked Estep 
Score: -68835560.000000 Penalty: 6735.965332
	Iteration 16Q: 3 clusters Score -6.883556e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 788919 members 
Entering Unmasked Estep 
Score: -68835648.000000 Penalty: 6735.965332
	Iteration 17Q: 3 clusters Score -6.883565e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 788896 members 
Entering Unmasked Estep 
Score: -68835776.000000 Penalty: 6735.965332
	Iteration 18Q: 3 clusters Score -6.883578e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 788852 members 
Entering Unmasked Estep 
Score: -68835840.000000 Penalty: 6735.965332
	Iteration 19Q: 3 clusters Score -6.883584e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 788810 members 
Entering Unmasked Estep 
Score: -68835760.000000 Penalty: 6735.965332
	Iteration 20F: 3 clusters Score -6.883576e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 788766 members 
Entering Unmasked Estep 
Score: -68835936.000000 Penalty: 6735.965332
	Iteration 21Q: 3 clusters Score -6.883594e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 788713 members 
Entering Unmasked Estep 
Score: -68836064.000000 Penalty: 6735.965332
	Iteration 22Q: 3 clusters Score -6.883606e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 788664 members 
Entering Unmasked Estep 
Score: -68836040.000000 Penalty: 6735.965332
	Iteration 23Q: 3 clusters Score -6.883604e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 788607 members 
Entering Unmasked Estep 
Score: -68836080.000000 Penalty: 6735.965332
	Iteration 24Q: 3 clusters Score -6.883608e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 788542 members 
Entering Unmasked Estep 
Score: -68836168.000000 Penalty: 6735.965332
	Iteration 25Q: 3 clusters Score -6.883617e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 788486 members 
Entering Unmasked Estep 
Score: -68836304.000000 Penalty: 6735.965332
	Iteration 26Q: 3 clusters Score -6.88363e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 788429 members 
Entering Unmasked Estep 
Score: -68836432.000000 Penalty: 6735.965332
	Iteration 27Q: 3 clusters Score -6.883643e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 788351 members 
Entering Unmasked Estep 
Score: -68836520.000000 Penalty: 6735.965332
	Iteration 28Q: 3 clusters Score -6.883652e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 788231 members 
Entering Unmasked Estep 
Score: -68836408.000000 Penalty: 6735.965332
	Iteration 29Q: 3 clusters Score -6.883641e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 788106 members 
Entering Unmasked Estep 
Score: -68836432.000000 Penalty: 6735.965332
	Iteration 30Q: 3 clusters Score -6.883643e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 787940 members 
Entering Unmasked Estep 
Score: -68836608.000000 Penalty: 6735.965332
	Iteration 31Q: 3 clusters Score -6.883661e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 787733 members 
Entering Unmasked Estep 
Score: -68836840.000000 Penalty: 6735.965332
	Iteration 32Q: 3 clusters Score -6.883684e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 787497 members 
Entering Unmasked Estep 
Score: -68837128.000000 Penalty: 6735.965332
	Iteration 33Q: 3 clusters Score -6.883713e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 787209 members 
Entering Unmasked Estep 
Score: -68837456.000000 Penalty: 6735.965332
	Iteration 34Q: 3 clusters Score -6.883746e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 786895 members 
Entering Unmasked Estep 
Score: -68837768.000000 Penalty: 6735.965332
	Iteration 35Q: 3 clusters Score -6.883777e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 786554 members 
Entering Unmasked Estep 
Score: -68838280.000000 Penalty: 6735.965332
	Iteration 36Q: 3 clusters Score -6.883828e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 786184 members 
Entering Unmasked Estep 
Score: -68838600.000000 Penalty: 6735.965332
	Iteration 37Q: 3 clusters Score -6.88386e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 785752 members 
Entering Unmasked Estep 
Score: -68838752.000000 Penalty: 6735.965332
	Iteration 38Q: 3 clusters Score -6.883875e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 785297 members 
Entering Unmasked Estep 
Score: -68839104.000000 Penalty: 6735.965332
	Iteration 39Q: 3 clusters Score -6.88391e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 784802 members 
Entering Unmasked Estep 
Score: -68839736.000000 Penalty: 6735.965332
	Iteration 40F: 3 clusters Score -6.883974e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 784161 members 
Entering Unmasked Estep 
Score: -68840304.000000 Penalty: 6735.965332
	Iteration 41Q: 3 clusters Score -6.88403e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 783468 members 
Entering Unmasked Estep 
Score: -68840824.000000 Penalty: 6735.965332
	Iteration 42Q: 3 clusters Score -6.884082e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 782723 members 
Entering Unmasked Estep 
Score: -68841520.000000 Penalty: 6735.965332
	Iteration 43Q: 3 clusters Score -6.884152e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 781919 members 
Entering Unmasked Estep 
Score: -68842160.000000 Penalty: 6735.965332
	Iteration 44Q: 3 clusters Score -6.884216e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 781046 members 
Entering Unmasked Estep 
Score: -68842872.000000 Penalty: 6735.965332
	Iteration 45Q: 3 clusters Score -6.884287e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 780115 members 
Entering Unmasked Estep 
Score: -68843352.000000 Penalty: 6735.965332
	Iteration 46Q: 3 clusters Score -6.884335e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 779153 members 
Entering Unmasked Estep 
Score: -68844240.000000 Penalty: 6735.965332
	Iteration 47Q: 3 clusters Score -6.884424e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 778081 members 
Entering Unmasked Estep 
Score: -68845056.000000 Penalty: 6735.965332
	Iteration 48Q: 3 clusters Score -6.884506e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 776921 members 
Entering Unmasked Estep 
Score: -68846064.000000 Penalty: 6735.965332
	Iteration 49Q: 3 clusters Score -6.884606e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 775629 members 
Entering Unmasked Estep 
Score: -68846912.000000 Penalty: 6735.965332
	Iteration 50Q: 3 clusters Score -6.884691e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 774305 members 
Entering Unmasked Estep 
Score: -68847808.000000 Penalty: 6735.965332
	Iteration 51Q: 3 clusters Score -6.884781e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 772971 members 
Entering Unmasked Estep 
Score: -68848808.000000 Penalty: 6735.965332
	Iteration 52Q: 3 clusters Score -6.884881e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 771587 members 
Entering Unmasked Estep 
Score: -68849496.000000 Penalty: 6735.965332
	Iteration 53Q: 3 clusters Score -6.88495e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 770235 members 
Entering Unmasked Estep 
Score: -68850528.000000 Penalty: 6735.965332
	Iteration 54Q: 3 clusters Score -6.885053e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 768963 members 
Entering Unmasked Estep 
Score: -68850992.000000 Penalty: 6735.965332
	Iteration 55Q: 3 clusters Score -6.885099e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 767776 members 
Entering Unmasked Estep 
Score: -68851552.000000 Penalty: 6735.965332
	Iteration 56Q: 3 clusters Score -6.885155e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 766646 members 
Entering Unmasked Estep 
Score: -68852448.000000 Penalty: 6735.965332
	Iteration 57Q: 3 clusters Score -6.885245e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 765612 members 
Entering Unmasked Estep 
Score: -68852768.000000 Penalty: 6735.965332
	Iteration 58Q: 3 clusters Score -6.885277e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 764695 members 
Entering Unmasked Estep 
Score: -68853352.000000 Penalty: 6735.965332
	Iteration 59Q: 3 clusters Score -6.885335e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 763967 members 
Entering Unmasked Estep 
Score: -68854072.000000 Penalty: 6735.965332
	Iteration 60F: 3 clusters Score -6.885407e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 762030 members 
Entering Unmasked Estep 
Score: -68856056.000000 Penalty: 6735.965332
	Iteration 61Q: 3 clusters Score -6.885606e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 760030 members 
Entering Unmasked Estep 
Score: -68857264.000000 Penalty: 6735.965332
	Iteration 62Q: 3 clusters Score -6.885726e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 757967 members 
Entering Unmasked Estep 
Score: -68858840.000000 Penalty: 6735.965332
	Iteration 63Q: 3 clusters Score -6.885884e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 755675 members 
Entering Unmasked Estep 
Score: -68860336.000000 Penalty: 6735.965332
	Iteration 64Q: 3 clusters Score -6.886034e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 753320 members 
Entering Unmasked Estep 
Score: -68862032.000000 Penalty: 6735.965332
	Iteration 65Q: 3 clusters Score -6.886203e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 750890 members 
Entering Unmasked Estep 
Score: -68863432.000000 Penalty: 6735.965332
	Iteration 66Q: 3 clusters Score -6.886343e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 748352 members 
Entering Unmasked Estep 
Score: -68865344.000000 Penalty: 6735.965332
	Iteration 67Q: 3 clusters Score -6.886534e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 745724 members 
Entering Unmasked Estep 
Score: -68866976.000000 Penalty: 6735.965332
	Iteration 68Q: 3 clusters Score -6.886698e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 742972 members 
Entering Unmasked Estep 
Score: -68868312.000000 Penalty: 6735.965332
	Iteration 69Q: 3 clusters Score -6.886831e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 740076 members 
Entering Unmasked Estep 
Score: -68869816.000000 Penalty: 6735.965332
	Iteration 70Q: 3 clusters Score -6.886982e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 737128 members 
Entering Unmasked Estep 
Score: -68871256.000000 Penalty: 6735.965332
	Iteration 71Q: 3 clusters Score -6.887126e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 734085 members 
Entering Unmasked Estep 
Score: -68872656.000000 Penalty: 6735.965332
	Iteration 72Q: 3 clusters Score -6.887266e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 731015 members 
Entering Unmasked Estep 
Score: -68874528.000000 Penalty: 6735.965332
	Iteration 73Q: 3 clusters Score -6.887453e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 727957 members 
Entering Unmasked Estep 
Score: -68876520.000000 Penalty: 6735.965332
	Iteration 74Q: 3 clusters Score -6.887652e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 724866 members 
Entering Unmasked Estep 
Score: -68878056.000000 Penalty: 6735.965332
	Iteration 75Q: 3 clusters Score -6.887806e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 721870 members 
Entering Unmasked Estep 
Score: -68880040.000000 Penalty: 6735.965332
	Iteration 76Q: 3 clusters Score -6.888004e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 718967 members 
Entering Unmasked Estep 
Score: -68881328.000000 Penalty: 6735.965332
	Iteration 77Q: 3 clusters Score -6.888133e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 716238 members 
Entering Unmasked Estep 
Score: -68882664.000000 Penalty: 6735.965332
	Iteration 78Q: 3 clusters Score -6.888266e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 713645 members 
Entering Unmasked Estep 
Score: -68883552.000000 Penalty: 6735.965332
	Iteration 79Q: 3 clusters Score -6.888355e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 711205 members 
Entering Unmasked Estep 
Score: -68885552.000000 Penalty: 6735.965332
	Iteration 80F: 3 clusters Score -6.888555e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 707365 members 
Entering Unmasked Estep 
Score: -68888016.000000 Penalty: 6735.965332
	Iteration 81Q: 3 clusters Score -6.888802e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 703110 members 
Entering Unmasked Estep 
Score: -68890280.000000 Penalty: 6735.965332
	Iteration 82Q: 3 clusters Score -6.889028e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91991 members 
Mstep: Class 2 contains 698631 members 
Entering Unmasked Estep 
Score: -68893120.000000 Penalty: 6735.965332
	Iteration 83Q: 3 clusters Score -6.889312e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 693838 members 
Entering Unmasked Estep 
Score: -68895496.000000 Penalty: 6735.965332
	Iteration 84Q: 3 clusters Score -6.88955e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 688602 members 
Entering Unmasked Estep 
Score: -68897752.000000 Penalty: 6735.965332
	Iteration 85Q: 3 clusters Score -6.889775e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 682840 members 
Entering Unmasked Estep 
Score: -68899624.000000 Penalty: 6735.965332
	Iteration 86Q: 3 clusters Score -6.889962e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114318 members 
Mstep: Class 2 contains 676304 members 
Entering Unmasked Estep 
Score: -68901728.000000 Penalty: 6735.965332
	Iteration 87Q: 3 clusters Score -6.890173e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121754 members 
Mstep: Class 2 contains 668868 members 
Entering Unmasked Estep 
Score: -68904192.000000 Penalty: 6735.965332
	Iteration 88Q: 3 clusters Score -6.890419e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 660416 members 
Entering Unmasked Estep 
Score: -68907720.000000 Penalty: 6735.965332
	Iteration 89Q: 3 clusters Score -6.890772e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139487 members 
Mstep: Class 2 contains 651135 members 
Entering Unmasked Estep 
Score: -68911160.000000 Penalty: 6735.965332
	Iteration 90Q: 3 clusters Score -6.891116e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Mstep: Class 2 contains 640920 members 
Entering Unmasked Estep 
Score: -68914360.000000 Penalty: 6735.965332
	Iteration 91Q: 3 clusters Score -6.891436e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 630219 members 
Entering Unmasked Estep 
Score: -68918368.000000 Penalty: 6735.965332
	Iteration 92Q: 3 clusters Score -6.891837e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171191 members 
Mstep: Class 2 contains 619431 members 
Entering Unmasked Estep 
Score: -68921912.000000 Penalty: 6735.965332
	Iteration 93Q: 3 clusters Score -6.892191e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181553 members 
Mstep: Class 2 contains 609069 members 
Entering Unmasked Estep 
Score: -68925352.000000 Penalty: 6735.965332
	Iteration 94Q: 3 clusters Score -6.892535e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191026 members 
Mstep: Class 2 contains 599596 members 
Entering Unmasked Estep 
Score: -68928296.000000 Penalty: 6735.965332
	Iteration 95Q: 3 clusters Score -6.89283e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199501 members 
Mstep: Class 2 contains 591121 members 
Entering Unmasked Estep 
Score: -68930336.000000 Penalty: 6735.965332
	Iteration 96Q: 3 clusters Score -6.893034e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206967 members 
Mstep: Class 2 contains 583655 members 
Entering Unmasked Estep 
Score: -68932288.000000 Penalty: 6735.965332
	Iteration 97Q: 3 clusters Score -6.893229e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213463 members 
Mstep: Class 2 contains 577159 members 
Entering Unmasked Estep 
Score: -68933616.000000 Penalty: 6735.965332
	Iteration 98Q: 3 clusters Score -6.893362e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219250 members 
Mstep: Class 2 contains 571372 members 
Entering Unmasked Estep 
Score: -68934856.000000 Penalty: 6735.965332
	Iteration 99Q: 3 clusters Score -6.893486e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224288 members 
Mstep: Class 2 contains 566334 members 
Entering Unmasked Estep 
Score: -68944464.000000 Penalty: 6735.965332
	Iteration 100F: 3 clusters Score -6.894446e+07 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241106 members 
Mstep: Class 2 contains 549516 members 
Entering Unmasked Estep 
Score: -68959704.000000 Penalty: 6735.965332
	Iteration 101Q: 3 clusters Score -6.89597e+07 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259467 members 
Mstep: Class 2 contains 531155 members 
Entering Unmasked Estep 
Score: -68974928.000000 Penalty: 6735.965332
	Iteration 102Q: 3 clusters Score -6.897493e+07 nChanged 19774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278861 members 
Mstep: Class 2 contains 511761 members 
Entering Unmasked Estep 
Score: -68991440.000000 Penalty: 6735.965332
	Iteration 103Q: 3 clusters Score -6.899144e+07 nChanged 20063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298708 members 
Mstep: Class 2 contains 491914 members 
Entering Unmasked Estep 
Score: -69008848.000000 Penalty: 6735.965332
	Iteration 104Q: 3 clusters Score -6.900885e+07 nChanged 20260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318884 members 
Mstep: Class 2 contains 471738 members 
Entering Unmasked Estep 
Score: -69027536.000000 Penalty: 6735.965332
	Iteration 105Q: 3 clusters Score -6.902754e+07 nChanged 20493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339349 members 
Mstep: Class 2 contains 451273 members 
Entering Unmasked Estep 
Score: -69047944.000000 Penalty: 6735.965332
	Iteration 106Q: 3 clusters Score -6.904794e+07 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359248 members 
Mstep: Class 2 contains 431374 members 
Entering Unmasked Estep 
Score: -69068232.000000 Penalty: 6735.965332
	Iteration 107Q: 3 clusters Score -6.906823e+07 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376348 members 
Mstep: Class 2 contains 414274 members 
Entering Unmasked Estep 
Score: -69085240.000000 Penalty: 6735.965332
	Iteration 108Q: 3 clusters Score -6.908524e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388713 members 
Mstep: Class 2 contains 401909 members 
Entering Unmasked Estep 
Score: -69095616.000000 Penalty: 6735.965332
	Iteration 109Q: 3 clusters Score -6.909562e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396673 members 
Mstep: Class 2 contains 393949 members 
Entering Unmasked Estep 
Score: -69101048.000000 Penalty: 6735.965332
	Iteration 110Q: 3 clusters Score -6.910105e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401244 members 
Mstep: Class 2 contains 389378 members 
Entering Unmasked Estep 
Score: -69103656.000000 Penalty: 6735.965332
	Iteration 111Q: 3 clusters Score -6.910366e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403829 members 
Mstep: Class 2 contains 386793 members 
Entering Unmasked Estep 
Score: -69104904.000000 Penalty: 6735.965332
	Iteration 112Q: 3 clusters Score -6.91049e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405219 members 
Mstep: Class 2 contains 385403 members 
Entering Unmasked Estep 
Score: -69105512.000000 Penalty: 6735.965332
	Iteration 113Q: 3 clusters Score -6.910551e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406001 members 
Mstep: Class 2 contains 384621 members 
Entering Unmasked Estep 
Score: -69106088.000000 Penalty: 6735.965332
	Iteration 114Q: 3 clusters Score -6.910609e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406427 members 
Mstep: Class 2 contains 384195 members 
Entering Unmasked Estep 
Score: -69106328.000000 Penalty: 6735.965332
	Iteration 115Q: 3 clusters Score -6.910633e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406640 members 
Mstep: Class 2 contains 383982 members 
Entering Unmasked Estep 
Score: -69106472.000000 Penalty: 6735.965332
	Iteration 116Q: 3 clusters Score -6.910647e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406757 members 
Mstep: Class 2 contains 383865 members 
Entering Unmasked Estep 
Score: -69106480.000000 Penalty: 6735.965332
	Iteration 117Q: 3 clusters Score -6.910648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406826 members 
Mstep: Class 2 contains 383796 members 
Entering Unmasked Estep 
Score: -69106392.000000 Penalty: 6735.965332
	Iteration 118Q: 3 clusters Score -6.910639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406861 members 
Mstep: Class 2 contains 383761 members 
Entering Unmasked Estep 
Score: -69106472.000000 Penalty: 6735.965332
	Iteration 119Q: 3 clusters Score -6.910647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406881 members 
Mstep: Class 2 contains 383741 members 
Entering Unmasked Estep 
Score: -69113632.000000 Penalty: 6735.965332
	Iteration 120F: 3 clusters Score -6.911363e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412106 members 
Mstep: Class 2 contains 378516 members 
Entering Unmasked Estep 
Score: -69116976.000000 Penalty: 6735.965332
	Iteration 121Q: 3 clusters Score -6.911698e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414965 members 
Mstep: Class 2 contains 375657 members 
Entering Unmasked Estep 
Score: -69117456.000000 Penalty: 6735.965332
	Iteration 122Q: 3 clusters Score -6.911746e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416510 members 
Mstep: Class 2 contains 374112 members 
Entering Unmasked Estep 
Score: -69117488.000000 Penalty: 6735.965332
	Iteration 123Q: 3 clusters Score -6.911749e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417358 members 
Mstep: Class 2 contains 373264 members 
Entering Unmasked Estep 
Score: -69117472.000000 Penalty: 6735.965332
	Iteration 124Q: 3 clusters Score -6.911747e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417814 members 
Mstep: Class 2 contains 372808 members 
Entering Unmasked Estep 
Score: -69117496.000000 Penalty: 6735.965332
	Iteration 125Q: 3 clusters Score -6.91175e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418071 members 
Mstep: Class 2 contains 372551 members 
Entering Unmasked Estep 
Score: -69117584.000000 Penalty: 6735.965332
	Iteration 126Q: 3 clusters Score -6.911758e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418203 members 
Mstep: Class 2 contains 372419 members 
Entering Unmasked Estep 
Score: -69117672.000000 Penalty: 6735.965332
	Iteration 127Q: 3 clusters Score -6.911767e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418286 members 
Mstep: Class 2 contains 372336 members 
Entering Unmasked Estep 
Score: -69117672.000000 Penalty: 6735.965332
	Iteration 128Q: 3 clusters Score -6.911767e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418347 members 
Mstep: Class 2 contains 372275 members 
Entering Unmasked Estep 
Score: -69117616.000000 Penalty: 6735.965332
	Iteration 129Q: 3 clusters Score -6.911762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418380 members 
Mstep: Class 2 contains 372242 members 
Entering Unmasked Estep 
Score: -69117600.000000 Penalty: 6735.965332
	Iteration 130Q: 3 clusters Score -6.91176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418405 members 
Mstep: Class 2 contains 372217 members 
Entering Unmasked Estep 
Score: -69117576.000000 Penalty: 6735.965332
	Iteration 131Q: 3 clusters Score -6.911758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418414 members 
Mstep: Class 2 contains 372208 members 
Entering Unmasked Estep 
Score: -69117576.000000 Penalty: 6735.965332
	Iteration 132Q: 3 clusters Score -6.911758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418420 members 
Mstep: Class 2 contains 372202 members 
Entering Unmasked Estep 
Score: -69117584.000000 Penalty: 6735.965332
	Iteration 133Q: 3 clusters Score -6.911758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418425 members 
Mstep: Class 2 contains 372197 members 
Entering Unmasked Estep 
Score: -69117600.000000 Penalty: 6735.965332
	Iteration 134Q: 3 clusters Score -6.91176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418427 members 
Mstep: Class 2 contains 372195 members 
Entering Unmasked Estep 
Score: -69117592.000000 Penalty: 6735.965332
	Iteration 135Q: 3 clusters Score -6.911759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418428 members 
Mstep: Class 2 contains 372194 members 
Entering Unmasked Estep 
Score: -69117600.000000 Penalty: 6735.965332
	Iteration 136Q: 3 clusters Score -6.91176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418431 members 
Mstep: Class 2 contains 372191 members 
Entering Unmasked Estep 
Score: -69117600.000000 Penalty: 6735.965332
	Iteration 137Q: 3 clusters Score -6.91176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418431 members 
Mstep: Class 2 contains 372191 members 
Entering Unmasked Estep 
Score: -69117600.000000 Penalty: 6735.965332
	Iteration 138F: 3 clusters Score -6.91176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 17651 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Entering Unmasked Estep 
Score: -112872328.000000 Penalty: 87427.757812
Splitting cluster 7 changes total score from -112590104.000000 to -112872328.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (5096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Entering Unmasked Estep 
Score: -434482.000000 Penalty: 2116.980225
	Iteration 0F: 2 clusters Score -434482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -429789.781250 Penalty: 4233.960449
	Iteration 0F: 3 clusters Score -429789.8 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -430877.125000 Penalty: 4233.960449
	Iteration 1F: 3 clusters Score -430877.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -431052.875000 Penalty: 4233.960449
	Iteration 2F: 3 clusters Score -431052.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -431177.625000 Penalty: 4233.960449
	Iteration 3Q: 3 clusters Score -431177.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -431263.906250 Penalty: 4233.960449
	Iteration 4Q: 3 clusters Score -431263.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -431321.218750 Penalty: 4233.960449
	Iteration 5Q: 3 clusters Score -431321.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -431373.375000 Penalty: 4233.960449
	Iteration 6Q: 3 clusters Score -431373.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -431412.156250 Penalty: 4233.960449
	Iteration 7Q: 3 clusters Score -431412.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -431442.906250 Penalty: 4233.960449
	Iteration 8Q: 3 clusters Score -431442.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -431467.812500 Penalty: 4233.960449
	Iteration 9Q: 3 clusters Score -431467.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -431492.875000 Penalty: 4233.960449
	Iteration 10Q: 3 clusters Score -431492.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -431511.406250 Penalty: 4233.960449
	Iteration 11Q: 3 clusters Score -431511.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -431525.656250 Penalty: 4233.960449
	Iteration 12Q: 3 clusters Score -431525.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -431537.687500 Penalty: 4233.960449
	Iteration 13Q: 3 clusters Score -431537.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -431548.843750 Penalty: 4233.960449
	Iteration 14Q: 3 clusters Score -431548.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -431558.437500 Penalty: 4233.960449
	Iteration 15Q: 3 clusters Score -431558.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -431566.656250 Penalty: 4233.960449
	Iteration 16Q: 3 clusters Score -431566.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -431574.593750 Penalty: 4233.960449
	Iteration 17Q: 3 clusters Score -431574.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -431581.531250 Penalty: 4233.960449
	Iteration 18Q: 3 clusters Score -431581.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -431587.593750 Penalty: 4233.960449
	Iteration 19Q: 3 clusters Score -431587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -431591.000000 Penalty: 4233.960449
	Iteration 20F: 3 clusters Score -431591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -431593.906250 Penalty: 4233.960449
	Iteration 21Q: 3 clusters Score -431593.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -431595.843750 Penalty: 4233.960449
	Iteration 22Q: 3 clusters Score -431595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -431598.656250 Penalty: 4233.960449
	Iteration 23Q: 3 clusters Score -431598.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -431602.000000 Penalty: 4233.960449
	Iteration 24Q: 3 clusters Score -431602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -431607.718750 Penalty: 4233.960449
	Iteration 25Q: 3 clusters Score -431607.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -431610.906250 Penalty: 4233.960449
	Iteration 26Q: 3 clusters Score -431610.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -431614.437500 Penalty: 4233.960449
	Iteration 27Q: 3 clusters Score -431614.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -431617.718750 Penalty: 4233.960449
	Iteration 28Q: 3 clusters Score -431617.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -431621.187500 Penalty: 4233.960449
	Iteration 29Q: 3 clusters Score -431621.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -431624.000000 Penalty: 4233.960449
	Iteration 30Q: 3 clusters Score -431624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -431626.531250 Penalty: 4233.960449
	Iteration 31Q: 3 clusters Score -431626.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -431628.312500 Penalty: 4233.960449
	Iteration 32Q: 3 clusters Score -431628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -431630.250000 Penalty: 4233.960449
	Iteration 33Q: 3 clusters Score -431630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -431631.562500 Penalty: 4233.960449
	Iteration 34Q: 3 clusters Score -431631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -431632.812500 Penalty: 4233.960449
	Iteration 35Q: 3 clusters Score -431632.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -431633.406250 Penalty: 4233.960449
	Iteration 36Q: 3 clusters Score -431633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -431634.531250 Penalty: 4233.960449
	Iteration 37Q: 3 clusters Score -431634.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -431637.125000 Penalty: 4233.960449
	Iteration 38Q: 3 clusters Score -431637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -431639.125000 Penalty: 4233.960449
	Iteration 39Q: 3 clusters Score -431639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -431641.437500 Penalty: 4233.960449
	Iteration 40F: 3 clusters Score -431641.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -431643.375000 Penalty: 4233.960449
	Iteration 41Q: 3 clusters Score -431643.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -431645.218750 Penalty: 4233.960449
	Iteration 42Q: 3 clusters Score -431645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -431649.468750 Penalty: 4233.960449
	Iteration 43Q: 3 clusters Score -431649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -431651.218750 Penalty: 4233.960449
	Iteration 44Q: 3 clusters Score -431651.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -431653.875000 Penalty: 4233.960449
	Iteration 45Q: 3 clusters Score -431653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -431656.281250 Penalty: 4233.960449
	Iteration 46Q: 3 clusters Score -431656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -431659.812500 Penalty: 4233.960449
	Iteration 47Q: 3 clusters Score -431659.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -431664.718750 Penalty: 4233.960449
	Iteration 48Q: 3 clusters Score -431664.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -431668.906250 Penalty: 4233.960449
	Iteration 49Q: 3 clusters Score -431668.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -431674.093750 Penalty: 4233.960449
	Iteration 50Q: 3 clusters Score -431674.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -431681.218750 Penalty: 4233.960449
	Iteration 51Q: 3 clusters Score -431681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -431687.187500 Penalty: 4233.960449
	Iteration 52Q: 3 clusters Score -431687.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -431696.531250 Penalty: 4233.960449
	Iteration 53Q: 3 clusters Score -431696.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -431702.281250 Penalty: 4233.960449
	Iteration 54Q: 3 clusters Score -431702.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -431709.062500 Penalty: 4233.960449
	Iteration 55Q: 3 clusters Score -431709.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -431715.312500 Penalty: 4233.960449
	Iteration 56Q: 3 clusters Score -431715.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -431719.750000 Penalty: 4233.960449
	Iteration 57Q: 3 clusters Score -431719.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -431724.187500 Penalty: 4233.960449
	Iteration 58Q: 3 clusters Score -431724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -431728.718750 Penalty: 4233.960449
	Iteration 59Q: 3 clusters Score -431728.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -431735.531250 Penalty: 4233.960449
	Iteration 60F: 3 clusters Score -431735.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -431741.031250 Penalty: 4233.960449
	Iteration 61Q: 3 clusters Score -431741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -431749.468750 Penalty: 4233.960449
	Iteration 62Q: 3 clusters Score -431749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -431757.062500 Penalty: 4233.960449
	Iteration 63Q: 3 clusters Score -431757.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -431768.625000 Penalty: 4233.960449
	Iteration 64Q: 3 clusters Score -431768.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -431782.500000 Penalty: 4233.960449
	Iteration 65Q: 3 clusters Score -431782.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -431800.437500 Penalty: 4233.960449
	Iteration 66Q: 3 clusters Score -431800.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -431822.250000 Penalty: 4233.960449
	Iteration 67Q: 3 clusters Score -431822.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -431844.781250 Penalty: 4233.960449
	Iteration 68Q: 3 clusters Score -431844.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -431867.406250 Penalty: 4233.960449
	Iteration 69Q: 3 clusters Score -431867.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -431883.500000 Penalty: 4233.960449
	Iteration 70Q: 3 clusters Score -431883.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -431903.593750 Penalty: 4233.960449
	Iteration 71Q: 3 clusters Score -431903.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -431921.406250 Penalty: 4233.960449
	Iteration 72Q: 3 clusters Score -431921.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -431940.062500 Penalty: 4233.960449
	Iteration 73Q: 3 clusters Score -431940.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -431961.281250 Penalty: 4233.960449
	Iteration 74Q: 3 clusters Score -431961.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -431983.343750 Penalty: 4233.960449
	Iteration 75Q: 3 clusters Score -431983.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -432004.062500 Penalty: 4233.960449
	Iteration 76Q: 3 clusters Score -432004.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -432025.500000 Penalty: 4233.960449
	Iteration 77Q: 3 clusters Score -432025.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -432046.062500 Penalty: 4233.960449
	Iteration 78Q: 3 clusters Score -432046.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -432074.062500 Penalty: 4233.960449
	Iteration 79Q: 3 clusters Score -432074.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -432103.718750 Penalty: 4233.960449
	Iteration 80F: 3 clusters Score -432103.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -432129.937500 Penalty: 4233.960449
	Iteration 81Q: 3 clusters Score -432129.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -432151.312500 Penalty: 4233.960449
	Iteration 82Q: 3 clusters Score -432151.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -432170.312500 Penalty: 4233.960449
	Iteration 83Q: 3 clusters Score -432170.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -432189.093750 Penalty: 4233.960449
	Iteration 84Q: 3 clusters Score -432189.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -432217.531250 Penalty: 4233.960449
	Iteration 85Q: 3 clusters Score -432217.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -432241.718750 Penalty: 4233.960449
	Iteration 86Q: 3 clusters Score -432241.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -432270.593750 Penalty: 4233.960449
	Iteration 87Q: 3 clusters Score -432270.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -432305.468750 Penalty: 4233.960449
	Iteration 88Q: 3 clusters Score -432305.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -432339.375000 Penalty: 4233.960449
	Iteration 89Q: 3 clusters Score -432339.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -432374.906250 Penalty: 4233.960449
	Iteration 90Q: 3 clusters Score -432374.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -432411.343750 Penalty: 4233.960449
	Iteration 91Q: 3 clusters Score -432411.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -432438.375000 Penalty: 4233.960449
	Iteration 92Q: 3 clusters Score -432438.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -432467.937500 Penalty: 4233.960449
	Iteration 93Q: 3 clusters Score -432467.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -432493.343750 Penalty: 4233.960449
	Iteration 94Q: 3 clusters Score -432493.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -432521.187500 Penalty: 4233.960449
	Iteration 95Q: 3 clusters Score -432521.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -432540.218750 Penalty: 4233.960449
	Iteration 96Q: 3 clusters Score -432540.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -432560.906250 Penalty: 4233.960449
	Iteration 97Q: 3 clusters Score -432560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -432571.875000 Penalty: 4233.960449
	Iteration 98Q: 3 clusters Score -432571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -432581.000000 Penalty: 4233.960449
	Iteration 99Q: 3 clusters Score -432581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -432587.343750 Penalty: 4233.960449
	Iteration 100F: 3 clusters Score -432587.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -432593.406250 Penalty: 4233.960449
	Iteration 101Q: 3 clusters Score -432593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -432595.031250 Penalty: 4233.960449
	Iteration 102Q: 3 clusters Score -432595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -432601.031250 Penalty: 4233.960449
	Iteration 103Q: 3 clusters Score -432601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -432608.500000 Penalty: 4233.960449
	Iteration 104Q: 3 clusters Score -432608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -432620.250000 Penalty: 4233.960449
	Iteration 105Q: 3 clusters Score -432620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -432633.250000 Penalty: 4233.960449
	Iteration 106Q: 3 clusters Score -432633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -432640.937500 Penalty: 4233.960449
	Iteration 107Q: 3 clusters Score -432640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -432649.593750 Penalty: 4233.960449
	Iteration 108Q: 3 clusters Score -432649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -432654.000000 Penalty: 4233.960449
	Iteration 109Q: 3 clusters Score -432654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -432658.281250 Penalty: 4233.960449
	Iteration 110Q: 3 clusters Score -432658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -432662.093750 Penalty: 4233.960449
	Iteration 111Q: 3 clusters Score -432662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -432666.843750 Penalty: 4233.960449
	Iteration 112Q: 3 clusters Score -432666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -432676.562500 Penalty: 4233.960449
	Iteration 113Q: 3 clusters Score -432676.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -432686.968750 Penalty: 4233.960449
	Iteration 114Q: 3 clusters Score -432687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -432694.937500 Penalty: 4233.960449
	Iteration 115Q: 3 clusters Score -432694.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -432699.750000 Penalty: 4233.960449
	Iteration 116Q: 3 clusters Score -432699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -432700.812500 Penalty: 4233.960449
	Iteration 117Q: 3 clusters Score -432700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -432700.812500 Penalty: 4233.960449
	Iteration 118F: 3 clusters Score -432700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -1483297.375000 Penalty: 2425.079834
	Iteration 0F: 2 clusters Score -1483297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1470787.875000 Penalty: 4850.159668
	Iteration 0F: 3 clusters Score -1470788 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1475213.250000 Penalty: 4850.159668
	Iteration 1F: 3 clusters Score -1475213 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1476108.500000 Penalty: 4850.159668
	Iteration 2F: 3 clusters Score -1476108 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1477240.500000 Penalty: 4850.159668
	Iteration 3F: 3 clusters Score -1477240 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1478463.125000 Penalty: 4850.159668
	Iteration 4F: 3 clusters Score -1478463 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1479479.750000 Penalty: 4850.159668
	Iteration 5F: 3 clusters Score -1479480 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1480324.000000 Penalty: 4850.159668
	Iteration 6F: 3 clusters Score -1480324 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1480986.375000 Penalty: 4850.159668
	Iteration 7F: 3 clusters Score -1480986 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1481515.000000 Penalty: 4850.159668
	Iteration 8Q: 3 clusters Score -1481515 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1481889.250000 Penalty: 4850.159668
	Iteration 9Q: 3 clusters Score -1481889 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1482146.625000 Penalty: 4850.159668
	Iteration 10Q: 3 clusters Score -1482147 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1482320.125000 Penalty: 4850.159668
	Iteration 11Q: 3 clusters Score -1482320 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1482455.750000 Penalty: 4850.159668
	Iteration 12Q: 3 clusters Score -1482456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1482548.875000 Penalty: 4850.159668
	Iteration 13Q: 3 clusters Score -1482549 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1482648.875000 Penalty: 4850.159668
	Iteration 14Q: 3 clusters Score -1482649 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1482723.000000 Penalty: 4850.159668
	Iteration 15Q: 3 clusters Score -1482723 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1482781.250000 Penalty: 4850.159668
	Iteration 16Q: 3 clusters Score -1482781 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1482837.125000 Penalty: 4850.159668
	Iteration 17Q: 3 clusters Score -1482837 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1482896.125000 Penalty: 4850.159668
	Iteration 18Q: 3 clusters Score -1482896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1482940.750000 Penalty: 4850.159668
	Iteration 19Q: 3 clusters Score -1482941 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1482994.000000 Penalty: 4850.159668
	Iteration 20F: 3 clusters Score -1482994 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1483050.625000 Penalty: 4850.159668
	Iteration 21Q: 3 clusters Score -1483051 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1483129.125000 Penalty: 4850.159668
	Iteration 22Q: 3 clusters Score -1483129 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1483210.000000 Penalty: 4850.159668
	Iteration 23Q: 3 clusters Score -1483210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1483288.000000 Penalty: 4850.159668
	Iteration 24Q: 3 clusters Score -1483288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1483364.250000 Penalty: 4850.159668
	Iteration 25Q: 3 clusters Score -1483364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1483426.625000 Penalty: 4850.159668
	Iteration 26Q: 3 clusters Score -1483427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1483456.000000 Penalty: 4850.159668
	Iteration 27Q: 3 clusters Score -1483456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1483472.625000 Penalty: 4850.159668
	Iteration 28Q: 3 clusters Score -1483473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1483478.875000 Penalty: 4850.159668
	Iteration 29Q: 3 clusters Score -1483479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1483487.125000 Penalty: 4850.159668
	Iteration 30Q: 3 clusters Score -1483487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1483490.750000 Penalty: 4850.159668
	Iteration 31Q: 3 clusters Score -1483491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1483491.125000 Penalty: 4850.159668
	Iteration 32Q: 3 clusters Score -1483491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1483496.750000 Penalty: 4850.159668
	Iteration 33Q: 3 clusters Score -1483497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1483498.125000 Penalty: 4850.159668
	Iteration 34Q: 3 clusters Score -1483498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1483496.375000 Penalty: 4850.159668
	Iteration 35Q: 3 clusters Score -1483496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1483496.000000 Penalty: 4850.159668
	Iteration 36Q: 3 clusters Score -1483496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1483496.875000 Penalty: 4850.159668
	Iteration 37Q: 3 clusters Score -1483497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1483497.125000 Penalty: 4850.159668
	Iteration 38Q: 3 clusters Score -1483497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1483498.750000 Penalty: 4850.159668
	Iteration 39Q: 3 clusters Score -1483499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1483497.125000 Penalty: 4850.159668
	Iteration 40F: 3 clusters Score -1483497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Entering Unmasked Estep 
Score: -112871784.000000 Penalty: 90924.867188
Splitting cluster 9 changes total score from -112590104.000000 to -112871784.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (42819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Entering Unmasked Estep 
Score: -3345085.250000 Penalty: 2644.854736
	Iteration 0F: 2 clusters Score -3345085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3316241.250000 Penalty: 5289.709473
	Iteration 0F: 3 clusters Score -3316241 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3327365.750000 Penalty: 5289.709473
	Iteration 1F: 3 clusters Score -3327366 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3328720.250000 Penalty: 5289.709473
	Iteration 2F: 3 clusters Score -3328720 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3330490.000000 Penalty: 5289.709473
	Iteration 3F: 3 clusters Score -3330490 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3332765.500000 Penalty: 5289.709473
	Iteration 4F: 3 clusters Score -3332766 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3335330.500000 Penalty: 5289.709473
	Iteration 5F: 3 clusters Score -3335330 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3337727.000000 Penalty: 5289.709473
	Iteration 6F: 3 clusters Score -3337727 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3339650.750000 Penalty: 5289.709473
	Iteration 7F: 3 clusters Score -3339651 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3341394.750000 Penalty: 5289.709473
	Iteration 8F: 3 clusters Score -3341395 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3343113.250000 Penalty: 5289.709473
	Iteration 9Q: 3 clusters Score -3343113 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3344785.750000 Penalty: 5289.709473
	Iteration 10Q: 3 clusters Score -3344786 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3345974.250000 Penalty: 5289.709473
	Iteration 11Q: 3 clusters Score -3345974 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -3346628.000000 Penalty: 5289.709473
	Iteration 12Q: 3 clusters Score -3346628 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -3347000.000000 Penalty: 5289.709473
	Iteration 13Q: 3 clusters Score -3347000 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -3347240.250000 Penalty: 5289.709473
	Iteration 14Q: 3 clusters Score -3347240 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -3347369.250000 Penalty: 5289.709473
	Iteration 15Q: 3 clusters Score -3347369 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3347465.500000 Penalty: 5289.709473
	Iteration 16Q: 3 clusters Score -3347466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3347530.000000 Penalty: 5289.709473
	Iteration 17Q: 3 clusters Score -3347530 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -3347604.750000 Penalty: 5289.709473
	Iteration 18Q: 3 clusters Score -3347605 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -3347637.500000 Penalty: 5289.709473
	Iteration 19Q: 3 clusters Score -3347638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3347671.000000 Penalty: 5289.709473
	Iteration 20F: 3 clusters Score -3347671 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -3347687.500000 Penalty: 5289.709473
	Iteration 21Q: 3 clusters Score -3347688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -3347702.250000 Penalty: 5289.709473
	Iteration 22Q: 3 clusters Score -3347702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -3347713.250000 Penalty: 5289.709473
	Iteration 23Q: 3 clusters Score -3347713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -3347719.500000 Penalty: 5289.709473
	Iteration 24Q: 3 clusters Score -3347720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -3347708.750000 Penalty: 5289.709473
	Iteration 25Q: 3 clusters Score -3347709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -3347724.500000 Penalty: 5289.709473
	Iteration 26Q: 3 clusters Score -3347724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3347742.500000 Penalty: 5289.709473
	Iteration 27Q: 3 clusters Score -3347742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3347742.250000 Penalty: 5289.709473
	Iteration 28Q: 3 clusters Score -3347742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -3347734.750000 Penalty: 5289.709473
	Iteration 29Q: 3 clusters Score -3347735 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -3347738.500000 Penalty: 5289.709473
	Iteration 30Q: 3 clusters Score -3347738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -3347741.000000 Penalty: 5289.709473
	Iteration 31Q: 3 clusters Score -3347741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -3347753.750000 Penalty: 5289.709473
	Iteration 32Q: 3 clusters Score -3347754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -3347754.000000 Penalty: 5289.709473
	Iteration 33Q: 3 clusters Score -3347754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -3347752.000000 Penalty: 5289.709473
	Iteration 34Q: 3 clusters Score -3347752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -3347749.000000 Penalty: 5289.709473
	Iteration 35Q: 3 clusters Score -3347749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -3347744.250000 Penalty: 5289.709473
	Iteration 36Q: 3 clusters Score -3347744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -3347753.250000 Penalty: 5289.709473
	Iteration 37Q: 3 clusters Score -3347753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -3347751.750000 Penalty: 5289.709473
	Iteration 38Q: 3 clusters Score -3347752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -3347754.000000 Penalty: 5289.709473
	Iteration 39Q: 3 clusters Score -3347754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -3347751.250000 Penalty: 5289.709473
	Iteration 40F: 3 clusters Score -3347751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -3347752.500000 Penalty: 5289.709473
	Iteration 41Q: 3 clusters Score -3347752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3347750.750000 Penalty: 5289.709473
	Iteration 42Q: 3 clusters Score -3347751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -3347753.000000 Penalty: 5289.709473
	Iteration 43Q: 3 clusters Score -3347753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -3347753.000000 Penalty: 5289.709473
	Iteration 44F: 3 clusters Score -3347753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 22524 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Entering Unmasked Estep 
Score: -112873632.000000 Penalty: 94421.976562
Splitting cluster 10 changes total score from -112590104.000000 to -112873632.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (24124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Entering Unmasked Estep 
Score: -2083629.125000 Penalty: 2502.558594
	Iteration 0F: 2 clusters Score -2083629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2067011.875000 Penalty: 5005.117188
	Iteration 0F: 3 clusters Score -2067012 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2072703.250000 Penalty: 5005.117188
	Iteration 1F: 3 clusters Score -2072703 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2073108.250000 Penalty: 5005.117188
	Iteration 2Q: 3 clusters Score -2073108 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2073485.625000 Penalty: 5005.117188
	Iteration 3Q: 3 clusters Score -2073486 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2073831.500000 Penalty: 5005.117188
	Iteration 4Q: 3 clusters Score -2073832 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2074185.375000 Penalty: 5005.117188
	Iteration 5Q: 3 clusters Score -2074185 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2074537.500000 Penalty: 5005.117188
	Iteration 6Q: 3 clusters Score -2074538 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2074877.500000 Penalty: 5005.117188
	Iteration 7Q: 3 clusters Score -2074878 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2075228.875000 Penalty: 5005.117188
	Iteration 8Q: 3 clusters Score -2075229 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2075637.625000 Penalty: 5005.117188
	Iteration 9Q: 3 clusters Score -2075638 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2076115.000000 Penalty: 5005.117188
	Iteration 10Q: 3 clusters Score -2076115 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2076666.750000 Penalty: 5005.117188
	Iteration 11Q: 3 clusters Score -2076667 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2077316.000000 Penalty: 5005.117188
	Iteration 12Q: 3 clusters Score -2077316 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2077995.125000 Penalty: 5005.117188
	Iteration 13Q: 3 clusters Score -2077995 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2078657.875000 Penalty: 5005.117188
	Iteration 14Q: 3 clusters Score -2078658 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2079272.625000 Penalty: 5005.117188
	Iteration 15Q: 3 clusters Score -2079273 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2079832.750000 Penalty: 5005.117188
	Iteration 16Q: 3 clusters Score -2079833 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2080267.750000 Penalty: 5005.117188
	Iteration 17Q: 3 clusters Score -2080268 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2080593.125000 Penalty: 5005.117188
	Iteration 18Q: 3 clusters Score -2080593 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2080879.000000 Penalty: 5005.117188
	Iteration 19Q: 3 clusters Score -2080879 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2081118.625000 Penalty: 5005.117188
	Iteration 20F: 3 clusters Score -2081119 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2081361.500000 Penalty: 5005.117188
	Iteration 21Q: 3 clusters Score -2081362 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2081548.750000 Penalty: 5005.117188
	Iteration 22Q: 3 clusters Score -2081549 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2081679.875000 Penalty: 5005.117188
	Iteration 23Q: 3 clusters Score -2081680 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2081773.875000 Penalty: 5005.117188
	Iteration 24Q: 3 clusters Score -2081774 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2081823.875000 Penalty: 5005.117188
	Iteration 25Q: 3 clusters Score -2081824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2081854.125000 Penalty: 5005.117188
	Iteration 26Q: 3 clusters Score -2081854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2081867.375000 Penalty: 5005.117188
	Iteration 27Q: 3 clusters Score -2081867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2081886.500000 Penalty: 5005.117188
	Iteration 28Q: 3 clusters Score -2081886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2081887.250000 Penalty: 5005.117188
	Iteration 29Q: 3 clusters Score -2081887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2081897.250000 Penalty: 5005.117188
	Iteration 30Q: 3 clusters Score -2081897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2081897.875000 Penalty: 5005.117188
	Iteration 31Q: 3 clusters Score -2081898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2081906.750000 Penalty: 5005.117188
	Iteration 32Q: 3 clusters Score -2081907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2081911.875000 Penalty: 5005.117188
	Iteration 33Q: 3 clusters Score -2081912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2081914.875000 Penalty: 5005.117188
	Iteration 34Q: 3 clusters Score -2081915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2081921.875000 Penalty: 5005.117188
	Iteration 35Q: 3 clusters Score -2081922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2081922.250000 Penalty: 5005.117188
	Iteration 36Q: 3 clusters Score -2081922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2081927.500000 Penalty: 5005.117188
	Iteration 37Q: 3 clusters Score -2081928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2081926.250000 Penalty: 5005.117188
	Iteration 38Q: 3 clusters Score -2081926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2081932.625000 Penalty: 5005.117188
	Iteration 39Q: 3 clusters Score -2081933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2081941.125000 Penalty: 5005.117188
	Iteration 40F: 3 clusters Score -2081941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2081946.125000 Penalty: 5005.117188
	Iteration 41Q: 3 clusters Score -2081946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2081949.000000 Penalty: 5005.117188
	Iteration 42Q: 3 clusters Score -2081949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2081945.500000 Penalty: 5005.117188
	Iteration 43Q: 3 clusters Score -2081946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2081949.500000 Penalty: 5005.117188
	Iteration 44Q: 3 clusters Score -2081950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2081949.750000 Penalty: 5005.117188
	Iteration 45Q: 3 clusters Score -2081950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2081952.125000 Penalty: 5005.117188
	Iteration 46Q: 3 clusters Score -2081952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2081958.625000 Penalty: 5005.117188
	Iteration 47Q: 3 clusters Score -2081959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2081961.000000 Penalty: 5005.117188
	Iteration 48Q: 3 clusters Score -2081961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2081967.750000 Penalty: 5005.117188
	Iteration 49Q: 3 clusters Score -2081968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2081966.500000 Penalty: 5005.117188
	Iteration 50Q: 3 clusters Score -2081966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2081967.250000 Penalty: 5005.117188
	Iteration 51Q: 3 clusters Score -2081967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2081961.500000 Penalty: 5005.117188
	Iteration 52Q: 3 clusters Score -2081962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2081965.750000 Penalty: 5005.117188
	Iteration 53Q: 3 clusters Score -2081966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2081963.625000 Penalty: 5005.117188
	Iteration 54Q: 3 clusters Score -2081964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2081963.500000 Penalty: 5005.117188
	Iteration 55Q: 3 clusters Score -2081964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2081962.125000 Penalty: 5005.117188
	Iteration 56Q: 3 clusters Score -2081962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2081963.500000 Penalty: 5005.117188
	Iteration 57Q: 3 clusters Score -2081964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2081963.750000 Penalty: 5005.117188
	Iteration 58Q: 3 clusters Score -2081964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2081964.000000 Penalty: 5005.117188
	Iteration 59Q: 3 clusters Score -2081964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2081966.500000 Penalty: 5005.117188
	Iteration 60F: 3 clusters Score -2081966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2081963.250000 Penalty: 5005.117188
	Iteration 61Q: 3 clusters Score -2081963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2081962.500000 Penalty: 5005.117188
	Iteration 62Q: 3 clusters Score -2081962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2081963.375000 Penalty: 5005.117188
	Iteration 63Q: 3 clusters Score -2081963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2081966.000000 Penalty: 5005.117188
	Iteration 64Q: 3 clusters Score -2081966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2081967.500000 Penalty: 5005.117188
	Iteration 65Q: 3 clusters Score -2081968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2081966.875000 Penalty: 5005.117188
	Iteration 66Q: 3 clusters Score -2081967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2081966.875000 Penalty: 5005.117188
	Iteration 67F: 3 clusters Score -2081967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Entering Unmasked Estep 
Score: -1910507.250000 Penalty: 2485.539551
	Iteration 0F: 2 clusters Score -1910507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1894692.375000 Penalty: 4971.079102
	Iteration 0F: 3 clusters Score -1894692 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1900452.125000 Penalty: 4971.079102
	Iteration 1F: 3 clusters Score -1900452 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1901242.375000 Penalty: 4971.079102
	Iteration 2F: 3 clusters Score -1901242 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1902089.375000 Penalty: 4971.079102
	Iteration 3F: 3 clusters Score -1902089 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1902945.875000 Penalty: 4971.079102
	Iteration 4F: 3 clusters Score -1902946 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1903798.250000 Penalty: 4971.079102
	Iteration 5F: 3 clusters Score -1903798 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1904625.750000 Penalty: 4971.079102
	Iteration 6F: 3 clusters Score -1904626 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1905348.250000 Penalty: 4971.079102
	Iteration 7F: 3 clusters Score -1905348 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1905937.000000 Penalty: 4971.079102
	Iteration 8Q: 3 clusters Score -1905937 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1906366.500000 Penalty: 4971.079102
	Iteration 9Q: 3 clusters Score -1906366 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1906641.000000 Penalty: 4971.079102
	Iteration 10Q: 3 clusters Score -1906641 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1906822.875000 Penalty: 4971.079102
	Iteration 11Q: 3 clusters Score -1906823 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1906966.125000 Penalty: 4971.079102
	Iteration 12Q: 3 clusters Score -1906966 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1907091.500000 Penalty: 4971.079102
	Iteration 13Q: 3 clusters Score -1907092 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1907222.750000 Penalty: 4971.079102
	Iteration 14Q: 3 clusters Score -1907223 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1907356.375000 Penalty: 4971.079102
	Iteration 15Q: 3 clusters Score -1907356 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1907511.500000 Penalty: 4971.079102
	Iteration 16Q: 3 clusters Score -1907512 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1907708.875000 Penalty: 4971.079102
	Iteration 17Q: 3 clusters Score -1907709 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1907960.375000 Penalty: 4971.079102
	Iteration 18Q: 3 clusters Score -1907960 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1908224.500000 Penalty: 4971.079102
	Iteration 19Q: 3 clusters Score -1908224 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1908525.625000 Penalty: 4971.079102
	Iteration 20F: 3 clusters Score -1908526 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1908827.500000 Penalty: 4971.079102
	Iteration 21Q: 3 clusters Score -1908828 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1909126.125000 Penalty: 4971.079102
	Iteration 22Q: 3 clusters Score -1909126 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -1909421.250000 Penalty: 4971.079102
	Iteration 23Q: 3 clusters Score -1909421 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1909642.625000 Penalty: 4971.079102
	Iteration 24Q: 3 clusters Score -1909643 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1909829.125000 Penalty: 4971.079102
	Iteration 25Q: 3 clusters Score -1909829 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1909991.000000 Penalty: 4971.079102
	Iteration 26Q: 3 clusters Score -1909991 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1910110.125000 Penalty: 4971.079102
	Iteration 27Q: 3 clusters Score -1910110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1910181.375000 Penalty: 4971.079102
	Iteration 28Q: 3 clusters Score -1910181 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1910249.875000 Penalty: 4971.079102
	Iteration 29Q: 3 clusters Score -1910250 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1910307.625000 Penalty: 4971.079102
	Iteration 30Q: 3 clusters Score -1910308 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1910362.375000 Penalty: 4971.079102
	Iteration 31Q: 3 clusters Score -1910362 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -1910414.125000 Penalty: 4971.079102
	Iteration 32Q: 3 clusters Score -1910414 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1910464.625000 Penalty: 4971.079102
	Iteration 33Q: 3 clusters Score -1910465 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -1910496.250000 Penalty: 4971.079102
	Iteration 34Q: 3 clusters Score -1910496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1910533.375000 Penalty: 4971.079102
	Iteration 35Q: 3 clusters Score -1910533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1910562.875000 Penalty: 4971.079102
	Iteration 36Q: 3 clusters Score -1910563 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1910566.500000 Penalty: 4971.079102
	Iteration 37Q: 3 clusters Score -1910566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1910585.625000 Penalty: 4971.079102
	Iteration 38Q: 3 clusters Score -1910586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1910602.750000 Penalty: 4971.079102
	Iteration 39Q: 3 clusters Score -1910603 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1910615.875000 Penalty: 4971.079102
	Iteration 40F: 3 clusters Score -1910616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1910642.625000 Penalty: 4971.079102
	Iteration 41Q: 3 clusters Score -1910643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1910655.250000 Penalty: 4971.079102
	Iteration 42Q: 3 clusters Score -1910655 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1910666.875000 Penalty: 4971.079102
	Iteration 43Q: 3 clusters Score -1910667 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1910687.625000 Penalty: 4971.079102
	Iteration 44Q: 3 clusters Score -1910688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1910725.875000 Penalty: 4971.079102
	Iteration 45Q: 3 clusters Score -1910726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1910764.375000 Penalty: 4971.079102
	Iteration 46Q: 3 clusters Score -1910764 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -1910824.500000 Penalty: 4971.079102
	Iteration 47Q: 3 clusters Score -1910824 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1910916.625000 Penalty: 4971.079102
	Iteration 48Q: 3 clusters Score -1910917 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1911070.750000 Penalty: 4971.079102
	Iteration 49Q: 3 clusters Score -1911071 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1911277.125000 Penalty: 4971.079102
	Iteration 50Q: 3 clusters Score -1911277 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1911514.750000 Penalty: 4971.079102
	Iteration 51Q: 3 clusters Score -1911515 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1911751.750000 Penalty: 4971.079102
	Iteration 52Q: 3 clusters Score -1911752 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1911918.000000 Penalty: 4971.079102
	Iteration 53Q: 3 clusters Score -1911918 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1912039.875000 Penalty: 4971.079102
	Iteration 54Q: 3 clusters Score -1912040 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1912163.875000 Penalty: 4971.079102
	Iteration 55Q: 3 clusters Score -1912164 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1912276.625000 Penalty: 4971.079102
	Iteration 56Q: 3 clusters Score -1912277 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1912397.250000 Penalty: 4971.079102
	Iteration 57Q: 3 clusters Score -1912397 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1912489.250000 Penalty: 4971.079102
	Iteration 58Q: 3 clusters Score -1912489 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1912561.750000 Penalty: 4971.079102
	Iteration 59Q: 3 clusters Score -1912562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1912651.125000 Penalty: 4971.079102
	Iteration 60F: 3 clusters Score -1912651 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1912705.125000 Penalty: 4971.079102
	Iteration 61Q: 3 clusters Score -1912705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1912738.625000 Penalty: 4971.079102
	Iteration 62Q: 3 clusters Score -1912739 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1912763.625000 Penalty: 4971.079102
	Iteration 63Q: 3 clusters Score -1912764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1912789.125000 Penalty: 4971.079102
	Iteration 64Q: 3 clusters Score -1912789 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1912799.500000 Penalty: 4971.079102
	Iteration 65Q: 3 clusters Score -1912800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1912812.625000 Penalty: 4971.079102
	Iteration 66Q: 3 clusters Score -1912813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1912817.750000 Penalty: 4971.079102
	Iteration 67Q: 3 clusters Score -1912818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -1912827.250000 Penalty: 4971.079102
	Iteration 68Q: 3 clusters Score -1912827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1912839.750000 Penalty: 4971.079102
	Iteration 69Q: 3 clusters Score -1912840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1912838.750000 Penalty: 4971.079102
	Iteration 70Q: 3 clusters Score -1912839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1912845.875000 Penalty: 4971.079102
	Iteration 71Q: 3 clusters Score -1912846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1912849.000000 Penalty: 4971.079102
	Iteration 72Q: 3 clusters Score -1912849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1912857.625000 Penalty: 4971.079102
	Iteration 73Q: 3 clusters Score -1912858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1912859.375000 Penalty: 4971.079102
	Iteration 74Q: 3 clusters Score -1912859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1912864.500000 Penalty: 4971.079102
	Iteration 75Q: 3 clusters Score -1912864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1912866.750000 Penalty: 4971.079102
	Iteration 76Q: 3 clusters Score -1912867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -1912863.250000 Penalty: 4971.079102
	Iteration 77Q: 3 clusters Score -1912863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1912865.500000 Penalty: 4971.079102
	Iteration 78Q: 3 clusters Score -1912866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1912865.000000 Penalty: 4971.079102
	Iteration 79Q: 3 clusters Score -1912865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1912865.000000 Penalty: 4971.079102
	Iteration 80F: 3 clusters Score -1912865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1912864.500000 Penalty: 4971.079102
	Iteration 81Q: 3 clusters Score -1912864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1912868.375000 Penalty: 4971.079102
	Iteration 82Q: 3 clusters Score -1912868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1912869.000000 Penalty: 4971.079102
	Iteration 83Q: 3 clusters Score -1912869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1912868.000000 Penalty: 4971.079102
	Iteration 84Q: 3 clusters Score -1912868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1912866.500000 Penalty: 4971.079102
	Iteration 85Q: 3 clusters Score -1912866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1912871.875000 Penalty: 4971.079102
	Iteration 86Q: 3 clusters Score -1912872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1912871.875000 Penalty: 4971.079102
	Iteration 87Q: 3 clusters Score -1912872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1912870.375000 Penalty: 4971.079102
	Iteration 88Q: 3 clusters Score -1912870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1912871.125000 Penalty: 4971.079102
	Iteration 89Q: 3 clusters Score -1912871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1912871.000000 Penalty: 4971.079102
	Iteration 90Q: 3 clusters Score -1912871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1912871.000000 Penalty: 4971.079102
	Iteration 91F: 3 clusters Score -1912871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 47192 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Mstep: Class 28 contains 16512 members 
Entering Unmasked Estep 
Score: -112875216.000000 Penalty: 97919.085938
Splitting cluster 12 changes total score from -112590104.000000 to -112875216.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (47192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Entering Unmasked Estep 
Score: -3984431.500000 Penalty: 2668.970947
	Iteration 0F: 2 clusters Score -3984432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3952526.250000 Penalty: 5337.941895
	Iteration 0F: 3 clusters Score -3952526 nChanged 21642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3965504.500000 Penalty: 5337.941895
	Iteration 1F: 3 clusters Score -3965504 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3968070.250000 Penalty: 5337.941895
	Iteration 2F: 3 clusters Score -3968070 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -3972935.500000 Penalty: 5337.941895
	Iteration 3F: 3 clusters Score -3972936 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3979522.500000 Penalty: 5337.941895
	Iteration 4F: 3 clusters Score -3979522 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3984483.750000 Penalty: 5337.941895
	Iteration 5F: 3 clusters Score -3984484 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3986608.500000 Penalty: 5337.941895
	Iteration 6F: 3 clusters Score -3986608 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3987373.000000 Penalty: 5337.941895
	Iteration 7Q: 3 clusters Score -3987373 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3987660.000000 Penalty: 5337.941895
	Iteration 8Q: 3 clusters Score -3987660 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3987836.250000 Penalty: 5337.941895
	Iteration 9Q: 3 clusters Score -3987836 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3987929.000000 Penalty: 5337.941895
	Iteration 10Q: 3 clusters Score -3987929 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3987999.500000 Penalty: 5337.941895
	Iteration 11Q: 3 clusters Score -3988000 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3988054.500000 Penalty: 5337.941895
	Iteration 12Q: 3 clusters Score -3988054 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3988071.000000 Penalty: 5337.941895
	Iteration 13Q: 3 clusters Score -3988071 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3988098.500000 Penalty: 5337.941895
	Iteration 14Q: 3 clusters Score -3988098 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3988117.250000 Penalty: 5337.941895
	Iteration 15Q: 3 clusters Score -3988117 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3988147.000000 Penalty: 5337.941895
	Iteration 16Q: 3 clusters Score -3988147 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3988158.500000 Penalty: 5337.941895
	Iteration 17Q: 3 clusters Score -3988158 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3988176.250000 Penalty: 5337.941895
	Iteration 18Q: 3 clusters Score -3988176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3988196.250000 Penalty: 5337.941895
	Iteration 19Q: 3 clusters Score -3988196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3988209.750000 Penalty: 5337.941895
	Iteration 20F: 3 clusters Score -3988210 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3988223.500000 Penalty: 5337.941895
	Iteration 21Q: 3 clusters Score -3988224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3988236.500000 Penalty: 5337.941895
	Iteration 22Q: 3 clusters Score -3988236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3988245.250000 Penalty: 5337.941895
	Iteration 23Q: 3 clusters Score -3988245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3988259.500000 Penalty: 5337.941895
	Iteration 24Q: 3 clusters Score -3988260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3988272.000000 Penalty: 5337.941895
	Iteration 25Q: 3 clusters Score -3988272 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3988285.750000 Penalty: 5337.941895
	Iteration 26Q: 3 clusters Score -3988286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3988297.500000 Penalty: 5337.941895
	Iteration 27Q: 3 clusters Score -3988298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3988310.500000 Penalty: 5337.941895
	Iteration 28Q: 3 clusters Score -3988310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3988342.750000 Penalty: 5337.941895
	Iteration 29Q: 3 clusters Score -3988343 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3988366.000000 Penalty: 5337.941895
	Iteration 30Q: 3 clusters Score -3988366 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3988399.500000 Penalty: 5337.941895
	Iteration 31Q: 3 clusters Score -3988400 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3988411.000000 Penalty: 5337.941895
	Iteration 32Q: 3 clusters Score -3988411 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3988429.250000 Penalty: 5337.941895
	Iteration 33Q: 3 clusters Score -3988429 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3988458.250000 Penalty: 5337.941895
	Iteration 34Q: 3 clusters Score -3988458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3988494.750000 Penalty: 5337.941895
	Iteration 35Q: 3 clusters Score -3988495 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3988515.250000 Penalty: 5337.941895
	Iteration 36Q: 3 clusters Score -3988515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3988547.000000 Penalty: 5337.941895
	Iteration 37Q: 3 clusters Score -3988547 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3988580.500000 Penalty: 5337.941895
	Iteration 38Q: 3 clusters Score -3988580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3988590.500000 Penalty: 5337.941895
	Iteration 39Q: 3 clusters Score -3988590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3988622.250000 Penalty: 5337.941895
	Iteration 40F: 3 clusters Score -3988622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3988644.250000 Penalty: 5337.941895
	Iteration 41Q: 3 clusters Score -3988644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3988675.750000 Penalty: 5337.941895
	Iteration 42Q: 3 clusters Score -3988676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3988679.250000 Penalty: 5337.941895
	Iteration 43Q: 3 clusters Score -3988679 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3988692.250000 Penalty: 5337.941895
	Iteration 44Q: 3 clusters Score -3988692 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3988702.750000 Penalty: 5337.941895
	Iteration 45Q: 3 clusters Score -3988703 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3988718.000000 Penalty: 5337.941895
	Iteration 46Q: 3 clusters Score -3988718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3988741.500000 Penalty: 5337.941895
	Iteration 47Q: 3 clusters Score -3988742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3988745.500000 Penalty: 5337.941895
	Iteration 48Q: 3 clusters Score -3988746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3988746.500000 Penalty: 5337.941895
	Iteration 49Q: 3 clusters Score -3988746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3988753.250000 Penalty: 5337.941895
	Iteration 50Q: 3 clusters Score -3988753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3988739.750000 Penalty: 5337.941895
	Iteration 51Q: 3 clusters Score -3988740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3988743.000000 Penalty: 5337.941895
	Iteration 52Q: 3 clusters Score -3988743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3988754.250000 Penalty: 5337.941895
	Iteration 53Q: 3 clusters Score -3988754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3988758.500000 Penalty: 5337.941895
	Iteration 54Q: 3 clusters Score -3988758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3988759.750000 Penalty: 5337.941895
	Iteration 55Q: 3 clusters Score -3988760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3988767.250000 Penalty: 5337.941895
	Iteration 56Q: 3 clusters Score -3988767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3988772.000000 Penalty: 5337.941895
	Iteration 57Q: 3 clusters Score -3988772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3988778.750000 Penalty: 5337.941895
	Iteration 58Q: 3 clusters Score -3988779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3988784.500000 Penalty: 5337.941895
	Iteration 59Q: 3 clusters Score -3988784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3988791.750000 Penalty: 5337.941895
	Iteration 60F: 3 clusters Score -3988792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3988797.500000 Penalty: 5337.941895
	Iteration 61Q: 3 clusters Score -3988798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3988810.750000 Penalty: 5337.941895
	Iteration 62Q: 3 clusters Score -3988811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3988816.500000 Penalty: 5337.941895
	Iteration 63Q: 3 clusters Score -3988816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3988807.250000 Penalty: 5337.941895
	Iteration 64Q: 3 clusters Score -3988807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3988809.500000 Penalty: 5337.941895
	Iteration 65Q: 3 clusters Score -3988810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3988809.000000 Penalty: 5337.941895
	Iteration 66Q: 3 clusters Score -3988809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3988815.000000 Penalty: 5337.941895
	Iteration 67Q: 3 clusters Score -3988815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3988817.500000 Penalty: 5337.941895
	Iteration 68Q: 3 clusters Score -3988818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3988834.750000 Penalty: 5337.941895
	Iteration 69Q: 3 clusters Score -3988835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3988842.500000 Penalty: 5337.941895
	Iteration 70Q: 3 clusters Score -3988842 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3988842.500000 Penalty: 5337.941895
	Iteration 71Q: 3 clusters Score -3988842 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3988851.250000 Penalty: 5337.941895
	Iteration 72Q: 3 clusters Score -3988851 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3988861.250000 Penalty: 5337.941895
	Iteration 73Q: 3 clusters Score -3988861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3988907.250000 Penalty: 5337.941895
	Iteration 74Q: 3 clusters Score -3988907 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3988952.250000 Penalty: 5337.941895
	Iteration 75Q: 3 clusters Score -3988952 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3989027.000000 Penalty: 5337.941895
	Iteration 76Q: 3 clusters Score -3989027 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3989148.250000 Penalty: 5337.941895
	Iteration 77Q: 3 clusters Score -3989148 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3989354.750000 Penalty: 5337.941895
	Iteration 78Q: 3 clusters Score -3989355 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3989704.750000 Penalty: 5337.941895
	Iteration 79Q: 3 clusters Score -3989705 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3990204.000000 Penalty: 5337.941895
	Iteration 80F: 3 clusters Score -3990204 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -3990651.250000 Penalty: 5337.941895
	Iteration 81Q: 3 clusters Score -3990651 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3990855.250000 Penalty: 5337.941895
	Iteration 82Q: 3 clusters Score -3990855 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3990946.750000 Penalty: 5337.941895
	Iteration 83Q: 3 clusters Score -3990947 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3990964.500000 Penalty: 5337.941895
	Iteration 84Q: 3 clusters Score -3990964 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3990989.000000 Penalty: 5337.941895
	Iteration 85Q: 3 clusters Score -3990989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3990987.250000 Penalty: 5337.941895
	Iteration 86Q: 3 clusters Score -3990987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3990991.500000 Penalty: 5337.941895
	Iteration 87Q: 3 clusters Score -3990992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3990999.000000 Penalty: 5337.941895
	Iteration 88Q: 3 clusters Score -3990999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -3990992.750000 Penalty: 5337.941895
	Iteration 89Q: 3 clusters Score -3990993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -3990987.250000 Penalty: 5337.941895
	Iteration 90Q: 3 clusters Score -3990987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3990988.750000 Penalty: 5337.941895
	Iteration 91Q: 3 clusters Score -3990989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3990988.250000 Penalty: 5337.941895
	Iteration 92Q: 3 clusters Score -3990988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3990986.750000 Penalty: 5337.941895
	Iteration 93Q: 3 clusters Score -3990987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3990990.750000 Penalty: 5337.941895
	Iteration 94Q: 3 clusters Score -3990991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3990986.500000 Penalty: 5337.941895
	Iteration 95Q: 3 clusters Score -3990986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3990989.500000 Penalty: 5337.941895
	Iteration 96Q: 3 clusters Score -3990990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3990989.500000 Penalty: 5337.941895
	Iteration 97F: 3 clusters Score -3990990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 8279 members 
Entering Unmasked Estep 
Score: -112881224.000000 Penalty: 101416.195312
Splitting cluster 13 changes total score from -112590104.000000 to -112881224.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -561392.937500 Penalty: 2196.098633
	Iteration 0F: 2 clusters Score -561392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -555695.812500 Penalty: 4392.197266
	Iteration 0F: 3 clusters Score -555695.8 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -557752.187500 Penalty: 4392.197266
	Iteration 1F: 3 clusters Score -557752.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -559209.375000 Penalty: 4392.197266
	Iteration 2F: 3 clusters Score -559209.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -561423.187500 Penalty: 4392.197266
	Iteration 3F: 3 clusters Score -561423.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -564299.437500 Penalty: 4392.197266
	Iteration 4F: 3 clusters Score -564299.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -565090.437500 Penalty: 4392.197266
	Iteration 5F: 3 clusters Score -565090.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -565393.937500 Penalty: 4392.197266
	Iteration 6Q: 3 clusters Score -565393.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -565614.687500 Penalty: 4392.197266
	Iteration 7Q: 3 clusters Score -565614.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -565803.625000 Penalty: 4392.197266
	Iteration 8Q: 3 clusters Score -565803.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -565939.500000 Penalty: 4392.197266
	Iteration 9Q: 3 clusters Score -565939.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -566067.562500 Penalty: 4392.197266
	Iteration 10Q: 3 clusters Score -566067.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -566162.187500 Penalty: 4392.197266
	Iteration 11Q: 3 clusters Score -566162.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -566277.187500 Penalty: 4392.197266
	Iteration 12Q: 3 clusters Score -566277.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -566368.875000 Penalty: 4392.197266
	Iteration 13Q: 3 clusters Score -566368.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -566487.437500 Penalty: 4392.197266
	Iteration 14Q: 3 clusters Score -566487.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -566611.187500 Penalty: 4392.197266
	Iteration 15Q: 3 clusters Score -566611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -566719.687500 Penalty: 4392.197266
	Iteration 16Q: 3 clusters Score -566719.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -566822.250000 Penalty: 4392.197266
	Iteration 17Q: 3 clusters Score -566822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -566867.187500 Penalty: 4392.197266
	Iteration 18Q: 3 clusters Score -566867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -566871.500000 Penalty: 4392.197266
	Iteration 19Q: 3 clusters Score -566871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -566872.500000 Penalty: 4392.197266
	Iteration 20F: 3 clusters Score -566872.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 35414 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 8279 members 
Mstep: Class 30 contains 6109 members 
Entering Unmasked Estep 
Score: -112885512.000000 Penalty: 104913.304688
Splitting cluster 14 changes total score from -112590104.000000 to -112885512.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (35414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Entering Unmasked Estep 
Score: -3146810.500000 Penalty: 2597.765869
	Iteration 0F: 2 clusters Score -3146810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3122909.750000 Penalty: 5195.531738
	Iteration 0F: 3 clusters Score -3122910 nChanged 16028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3132167.250000 Penalty: 5195.531738
	Iteration 1F: 3 clusters Score -3132167 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3133934.750000 Penalty: 5195.531738
	Iteration 2F: 3 clusters Score -3133935 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3136368.500000 Penalty: 5195.531738
	Iteration 3F: 3 clusters Score -3136368 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3139236.500000 Penalty: 5195.531738
	Iteration 4F: 3 clusters Score -3139236 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3142467.250000 Penalty: 5195.531738
	Iteration 5F: 3 clusters Score -3142467 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3145291.250000 Penalty: 5195.531738
	Iteration 6F: 3 clusters Score -3145291 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3146696.750000 Penalty: 5195.531738
	Iteration 7F: 3 clusters Score -3146697 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3147224.500000 Penalty: 5195.531738
	Iteration 8Q: 3 clusters Score -3147224 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3147500.500000 Penalty: 5195.531738
	Iteration 9Q: 3 clusters Score -3147500 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3147668.000000 Penalty: 5195.531738
	Iteration 10Q: 3 clusters Score -3147668 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3147763.500000 Penalty: 5195.531738
	Iteration 11Q: 3 clusters Score -3147764 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -3147828.750000 Penalty: 5195.531738
	Iteration 12Q: 3 clusters Score -3147829 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3147875.000000 Penalty: 5195.531738
	Iteration 13Q: 3 clusters Score -3147875 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3147916.500000 Penalty: 5195.531738
	Iteration 14Q: 3 clusters Score -3147916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -3147938.750000 Penalty: 5195.531738
	Iteration 15Q: 3 clusters Score -3147939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3147935.000000 Penalty: 5195.531738
	Iteration 16Q: 3 clusters Score -3147935 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3147931.000000 Penalty: 5195.531738
	Iteration 17Q: 3 clusters Score -3147931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3147942.000000 Penalty: 5195.531738
	Iteration 18Q: 3 clusters Score -3147942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3147941.500000 Penalty: 5195.531738
	Iteration 19Q: 3 clusters Score -3147942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3147946.750000 Penalty: 5195.531738
	Iteration 20F: 3 clusters Score -3147947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3147946.500000 Penalty: 5195.531738
	Iteration 21Q: 3 clusters Score -3147946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3147944.500000 Penalty: 5195.531738
	Iteration 22Q: 3 clusters Score -3147944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3147946.000000 Penalty: 5195.531738
	Iteration 23Q: 3 clusters Score -3147946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -3147943.750000 Penalty: 5195.531738
	Iteration 24Q: 3 clusters Score -3147944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3147945.750000 Penalty: 5195.531738
	Iteration 25Q: 3 clusters Score -3147946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3147949.500000 Penalty: 5195.531738
	Iteration 26Q: 3 clusters Score -3147950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3147951.000000 Penalty: 5195.531738
	Iteration 27Q: 3 clusters Score -3147951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3147948.000000 Penalty: 5195.531738
	Iteration 28Q: 3 clusters Score -3147948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3147951.000000 Penalty: 5195.531738
	Iteration 29Q: 3 clusters Score -3147951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3147955.750000 Penalty: 5195.531738
	Iteration 30Q: 3 clusters Score -3147956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3147955.750000 Penalty: 5195.531738
	Iteration 31F: 3 clusters Score -3147956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 14271 members 
Mstep: Class 17 contains 85830 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 8279 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 21143 members 
Entering Unmasked Estep 
Score: -112885920.000000 Penalty: 108410.414062
Splitting cluster 16 changes total score from -112590104.000000 to -112885920.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (85830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Entering Unmasked Estep 
Score: -7556718.500000 Penalty: 2817.310547
	Iteration 0F: 2 clusters Score -7556718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -7499348.500000 Penalty: 5634.621094
	Iteration 0F: 3 clusters Score -7499348 nChanged 40411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7523279.500000 Penalty: 5634.621094
	Iteration 1F: 3 clusters Score -7523280 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -7525162.000000 Penalty: 5634.621094
	Iteration 2Q: 3 clusters Score -7525162 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -7528777.500000 Penalty: 5634.621094
	Iteration 3F: 3 clusters Score -7528778 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -7535611.500000 Penalty: 5634.621094
	Iteration 4F: 3 clusters Score -7535612 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -7545116.000000 Penalty: 5634.621094
	Iteration 5F: 3 clusters Score -7545116 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -7553863.500000 Penalty: 5634.621094
	Iteration 6F: 3 clusters Score -7553864 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -7559915.000000 Penalty: 5634.621094
	Iteration 7F: 3 clusters Score -7559915 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -7562753.000000 Penalty: 5634.621094
	Iteration 8Q: 3 clusters Score -7562753 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -7563720.500000 Penalty: 5634.621094
	Iteration 9Q: 3 clusters Score -7563720 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7564194.500000 Penalty: 5634.621094
	Iteration 10Q: 3 clusters Score -7564194 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7564547.500000 Penalty: 5634.621094
	Iteration 11Q: 3 clusters Score -7564548 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -7564942.000000 Penalty: 5634.621094
	Iteration 12Q: 3 clusters Score -7564942 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7565385.500000 Penalty: 5634.621094
	Iteration 13Q: 3 clusters Score -7565386 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -7565859.500000 Penalty: 5634.621094
	Iteration 14Q: 3 clusters Score -7565860 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -7566362.500000 Penalty: 5634.621094
	Iteration 15Q: 3 clusters Score -7566362 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -7566879.500000 Penalty: 5634.621094
	Iteration 16Q: 3 clusters Score -7566880 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -7567390.500000 Penalty: 5634.621094
	Iteration 17Q: 3 clusters Score -7567390 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -7567831.500000 Penalty: 5634.621094
	Iteration 18Q: 3 clusters Score -7567832 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -7568147.500000 Penalty: 5634.621094
	Iteration 19Q: 3 clusters Score -7568148 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -7568357.000000 Penalty: 5634.621094
	Iteration 20F: 3 clusters Score -7568357 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7568477.000000 Penalty: 5634.621094
	Iteration 21Q: 3 clusters Score -7568477 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -7568602.000000 Penalty: 5634.621094
	Iteration 22Q: 3 clusters Score -7568602 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -7568673.500000 Penalty: 5634.621094
	Iteration 23Q: 3 clusters Score -7568674 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -7568702.000000 Penalty: 5634.621094
	Iteration 24Q: 3 clusters Score -7568702 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -7568721.500000 Penalty: 5634.621094
	Iteration 25Q: 3 clusters Score -7568722 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -7568749.500000 Penalty: 5634.621094
	Iteration 26Q: 3 clusters Score -7568750 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -7568777.000000 Penalty: 5634.621094
	Iteration 27Q: 3 clusters Score -7568777 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -7568797.500000 Penalty: 5634.621094
	Iteration 28Q: 3 clusters Score -7568798 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7568800.000000 Penalty: 5634.621094
	Iteration 29Q: 3 clusters Score -7568800 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7568799.500000 Penalty: 5634.621094
	Iteration 30Q: 3 clusters Score -7568800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -7568804.000000 Penalty: 5634.621094
	Iteration 31Q: 3 clusters Score -7568804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -7568802.500000 Penalty: 5634.621094
	Iteration 32Q: 3 clusters Score -7568802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -7568808.500000 Penalty: 5634.621094
	Iteration 33Q: 3 clusters Score -7568808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -7568819.000000 Penalty: 5634.621094
	Iteration 34Q: 3 clusters Score -7568819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -7568827.000000 Penalty: 5634.621094
	Iteration 35Q: 3 clusters Score -7568827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -7568846.000000 Penalty: 5634.621094
	Iteration 36Q: 3 clusters Score -7568846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -7568849.000000 Penalty: 5634.621094
	Iteration 37Q: 3 clusters Score -7568849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -7568863.500000 Penalty: 5634.621094
	Iteration 38Q: 3 clusters Score -7568864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -7568866.000000 Penalty: 5634.621094
	Iteration 39Q: 3 clusters Score -7568866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -7568877.500000 Penalty: 5634.621094
	Iteration 40F: 3 clusters Score -7568878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -7568869.500000 Penalty: 5634.621094
	Iteration 41Q: 3 clusters Score -7568870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7568872.500000 Penalty: 5634.621094
	Iteration 42Q: 3 clusters Score -7568872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -7568880.000000 Penalty: 5634.621094
	Iteration 43Q: 3 clusters Score -7568880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -7568871.000000 Penalty: 5634.621094
	Iteration 44Q: 3 clusters Score -7568871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -7568871.500000 Penalty: 5634.621094
	Iteration 45Q: 3 clusters Score -7568872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -7568860.500000 Penalty: 5634.621094
	Iteration 46Q: 3 clusters Score -7568860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -7568870.000000 Penalty: 5634.621094
	Iteration 47Q: 3 clusters Score -7568870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -7568868.000000 Penalty: 5634.621094
	Iteration 48Q: 3 clusters Score -7568868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -7568868.000000 Penalty: 5634.621094
	Iteration 49Q: 3 clusters Score -7568868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7568868.500000 Penalty: 5634.621094
	Iteration 50Q: 3 clusters Score -7568868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -7568864.500000 Penalty: 5634.621094
	Iteration 51Q: 3 clusters Score -7568864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -7568864.500000 Penalty: 5634.621094
	Iteration 52F: 3 clusters Score -7568864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 14271 members 
Mstep: Class 17 contains 52963 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 8279 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 21143 members 
Mstep: Class 32 contains 32867 members 
Entering Unmasked Estep 
Score: -112897032.000000 Penalty: 111907.523438
Splitting cluster 17 changes total score from -112590104.000000 to -112897032.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -673721.625000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -673721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -667140.250000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -667140.2 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -669028.125000 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -669028.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -669588.562500 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -669588.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -670241.500000 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -670241.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -671024.437500 Penalty: 4477.698730
	Iteration 4F: 3 clusters Score -671024.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -671896.562500 Penalty: 4477.698730
	Iteration 5F: 3 clusters Score -671896.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -672926.687500 Penalty: 4477.698730
	Iteration 6F: 3 clusters Score -672926.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -674230.812500 Penalty: 4477.698730
	Iteration 7F: 3 clusters Score -674230.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -675331.875000 Penalty: 4477.698730
	Iteration 8F: 3 clusters Score -675331.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -676179.500000 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -676179.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -676558.312500 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -676558.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -676700.875000 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -676700.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -676777.125000 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -676777.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -676827.437500 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -676827.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -676855.937500 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -676855.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -676871.937500 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -676871.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -676887.500000 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -676887.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -676893.187500 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -676893.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -676897.875000 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -676897.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -676901.125000 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -676901.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -676904.000000 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -676904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -676909.187500 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -676909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -676912.000000 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -676912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -676911.000000 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -676911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -676912.875000 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -676912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -676911.937500 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -676911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -676914.500000 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -676914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -676914.437500 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -676914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -676915.000000 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -676915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -676915.000000 Penalty: 4477.698730
	Iteration 29F: 3 clusters Score -676915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 14271 members 
Mstep: Class 17 contains 52963 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 8279 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 21143 members 
Mstep: Class 32 contains 32867 members 
Mstep: Class 33 contains 5931 members 
Entering Unmasked Estep 
Score: -112898944.000000 Penalty: 115404.632812
Splitting cluster 19 changes total score from -112590104.000000 to -112898944.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -693734.687500 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -693734.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -687139.625000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -687139.6 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -688951.187500 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -688951.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -689193.062500 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -689193.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -689363.750000 Penalty: 4469.957520
	Iteration 3Q: 3 clusters Score -689363.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -689508.250000 Penalty: 4469.957520
	Iteration 4Q: 3 clusters Score -689508.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -689626.750000 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -689626.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -689742.875000 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -689742.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -689869.500000 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -689869.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -690044.187500 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -690044.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -690236.812500 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -690236.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -690453.875000 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -690453.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -690697.250000 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -690697.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -690934.937500 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -690934.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -691157.812500 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -691157.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -691378.500000 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -691378.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -691564.250000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -691564.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -691715.937500 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -691715.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -691792.937500 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -691792.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -691835.375000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -691835.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -691869.125000 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -691869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -691891.812500 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -691891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -691907.750000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -691907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -691915.250000 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -691915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -691922.750000 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -691922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -691926.625000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -691926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -691927.250000 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -691927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -691929.812500 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -691929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -691932.937500 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -691932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -691937.312500 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -691937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -691940.250000 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -691940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -691940.250000 Penalty: 4469.957520
	Iteration 30F: 3 clusters Score -691940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (111613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Entering Unmasked Estep 
Score: -9786032.000000 Penalty: 2882.452637
	Iteration 0F: 2 clusters Score -9786032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -9711037.000000 Penalty: 5764.905273
	Iteration 0F: 3 clusters Score -9711037 nChanged 52974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -9741716.000000 Penalty: 5764.905273
	Iteration 1F: 3 clusters Score -9741716 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -9742782.000000 Penalty: 5764.905273
	Iteration 2Q: 3 clusters Score -9742782 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -9744176.000000 Penalty: 5764.905273
	Iteration 3Q: 3 clusters Score -9744176 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9746209.000000 Penalty: 5764.905273
	Iteration 4Q: 3 clusters Score -9746209 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -9749117.000000 Penalty: 5764.905273
	Iteration 5Q: 3 clusters Score -9749117 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -9753054.000000 Penalty: 5764.905273
	Iteration 6F: 3 clusters Score -9753054 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -9757462.000000 Penalty: 5764.905273
	Iteration 7F: 3 clusters Score -9757462 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -9761745.000000 Penalty: 5764.905273
	Iteration 8F: 3 clusters Score -9761745 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -9765180.000000 Penalty: 5764.905273
	Iteration 9F: 3 clusters Score -9765180 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -9767666.000000 Penalty: 5764.905273
	Iteration 10Q: 3 clusters Score -9767666 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -9769458.000000 Penalty: 5764.905273
	Iteration 11Q: 3 clusters Score -9769458 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -9770916.000000 Penalty: 5764.905273
	Iteration 12Q: 3 clusters Score -9770916 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -9772134.000000 Penalty: 5764.905273
	Iteration 13Q: 3 clusters Score -9772134 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -9773271.000000 Penalty: 5764.905273
	Iteration 14Q: 3 clusters Score -9773271 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -9774529.000000 Penalty: 5764.905273
	Iteration 15Q: 3 clusters Score -9774529 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -9775694.000000 Penalty: 5764.905273
	Iteration 16Q: 3 clusters Score -9775694 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -9776877.000000 Penalty: 5764.905273
	Iteration 17Q: 3 clusters Score -9776877 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -9778008.000000 Penalty: 5764.905273
	Iteration 18Q: 3 clusters Score -9778008 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -9779157.000000 Penalty: 5764.905273
	Iteration 19Q: 3 clusters Score -9779157 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -9780046.000000 Penalty: 5764.905273
	Iteration 20F: 3 clusters Score -9780046 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -9780878.000000 Penalty: 5764.905273
	Iteration 21Q: 3 clusters Score -9780878 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9781567.000000 Penalty: 5764.905273
	Iteration 22Q: 3 clusters Score -9781567 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -9782110.000000 Penalty: 5764.905273
	Iteration 23Q: 3 clusters Score -9782110 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9782559.000000 Penalty: 5764.905273
	Iteration 24Q: 3 clusters Score -9782559 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -9782886.000000 Penalty: 5764.905273
	Iteration 25Q: 3 clusters Score -9782886 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -9783089.000000 Penalty: 5764.905273
	Iteration 26Q: 3 clusters Score -9783089 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9783253.000000 Penalty: 5764.905273
	Iteration 27Q: 3 clusters Score -9783253 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9783348.000000 Penalty: 5764.905273
	Iteration 28Q: 3 clusters Score -9783348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109982 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9783424.000000 Penalty: 5764.905273
	Iteration 29Q: 3 clusters Score -9783424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9783505.000000 Penalty: 5764.905273
	Iteration 30Q: 3 clusters Score -9783505 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9783522.000000 Penalty: 5764.905273
	Iteration 31Q: 3 clusters Score -9783522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110285 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9783552.000000 Penalty: 5764.905273
	Iteration 32Q: 3 clusters Score -9783552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9783603.000000 Penalty: 5764.905273
	Iteration 33Q: 3 clusters Score -9783603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9783645.000000 Penalty: 5764.905273
	Iteration 34Q: 3 clusters Score -9783645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110490 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9783666.000000 Penalty: 5764.905273
	Iteration 35Q: 3 clusters Score -9783666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110527 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9783675.000000 Penalty: 5764.905273
	Iteration 36Q: 3 clusters Score -9783675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110569 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9783723.000000 Penalty: 5764.905273
	Iteration 37Q: 3 clusters Score -9783723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9783721.000000 Penalty: 5764.905273
	Iteration 38Q: 3 clusters Score -9783721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9783742.000000 Penalty: 5764.905273
	Iteration 39Q: 3 clusters Score -9783742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110633 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9783744.000000 Penalty: 5764.905273
	Iteration 40F: 3 clusters Score -9783744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9783735.000000 Penalty: 5764.905273
	Iteration 41Q: 3 clusters Score -9783735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9783754.000000 Penalty: 5764.905273
	Iteration 42Q: 3 clusters Score -9783754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9783760.000000 Penalty: 5764.905273
	Iteration 43Q: 3 clusters Score -9783760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9783766.000000 Penalty: 5764.905273
	Iteration 44Q: 3 clusters Score -9783766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9783761.000000 Penalty: 5764.905273
	Iteration 45Q: 3 clusters Score -9783761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9783769.000000 Penalty: 5764.905273
	Iteration 46Q: 3 clusters Score -9783769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9783778.000000 Penalty: 5764.905273
	Iteration 47Q: 3 clusters Score -9783778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9783782.000000 Penalty: 5764.905273
	Iteration 48Q: 3 clusters Score -9783782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9783773.000000 Penalty: 5764.905273
	Iteration 49Q: 3 clusters Score -9783773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110706 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9783766.000000 Penalty: 5764.905273
	Iteration 50Q: 3 clusters Score -9783766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110712 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9783778.000000 Penalty: 5764.905273
	Iteration 51Q: 3 clusters Score -9783778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9783767.000000 Penalty: 5764.905273
	Iteration 52Q: 3 clusters Score -9783767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9783790.000000 Penalty: 5764.905273
	Iteration 53Q: 3 clusters Score -9783790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9783795.000000 Penalty: 5764.905273
	Iteration 54Q: 3 clusters Score -9783795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9783792.000000 Penalty: 5764.905273
	Iteration 55Q: 3 clusters Score -9783792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9783798.000000 Penalty: 5764.905273
	Iteration 56Q: 3 clusters Score -9783798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9783792.000000 Penalty: 5764.905273
	Iteration 57Q: 3 clusters Score -9783792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9783791.000000 Penalty: 5764.905273
	Iteration 58Q: 3 clusters Score -9783791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9783796.000000 Penalty: 5764.905273
	Iteration 59Q: 3 clusters Score -9783796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9783795.000000 Penalty: 5764.905273
	Iteration 60F: 3 clusters Score -9783795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9783804.000000 Penalty: 5764.905273
	Iteration 61Q: 3 clusters Score -9783804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9783803.000000 Penalty: 5764.905273
	Iteration 62Q: 3 clusters Score -9783803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9783803.000000 Penalty: 5764.905273
	Iteration 63F: 3 clusters Score -9783803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Entering Unmasked Estep 
Score: -917308.000000 Penalty: 2317.094238
	Iteration 0F: 2 clusters Score -917308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -908788.375000 Penalty: 4634.188477
	Iteration 0F: 3 clusters Score -908788.4 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -911837.437500 Penalty: 4634.188477
	Iteration 1F: 3 clusters Score -911837.4 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -912579.000000 Penalty: 4634.188477
	Iteration 2F: 3 clusters Score -912579 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -913141.562500 Penalty: 4634.188477
	Iteration 3F: 3 clusters Score -913141.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -913562.187500 Penalty: 4634.188477
	Iteration 4F: 3 clusters Score -913562.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -913901.750000 Penalty: 4634.188477
	Iteration 5Q: 3 clusters Score -913901.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -914216.375000 Penalty: 4634.188477
	Iteration 6Q: 3 clusters Score -914216.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -914567.500000 Penalty: 4634.188477
	Iteration 7Q: 3 clusters Score -914567.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -914917.875000 Penalty: 4634.188477
	Iteration 8Q: 3 clusters Score -914917.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -915175.875000 Penalty: 4634.188477
	Iteration 9Q: 3 clusters Score -915175.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -915378.875000 Penalty: 4634.188477
	Iteration 10Q: 3 clusters Score -915378.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -915549.500000 Penalty: 4634.188477
	Iteration 11Q: 3 clusters Score -915549.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -915663.812500 Penalty: 4634.188477
	Iteration 12Q: 3 clusters Score -915663.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -915730.875000 Penalty: 4634.188477
	Iteration 13Q: 3 clusters Score -915730.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -915764.875000 Penalty: 4634.188477
	Iteration 14Q: 3 clusters Score -915764.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -915800.687500 Penalty: 4634.188477
	Iteration 15Q: 3 clusters Score -915800.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -915825.312500 Penalty: 4634.188477
	Iteration 16Q: 3 clusters Score -915825.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -915845.375000 Penalty: 4634.188477
	Iteration 17Q: 3 clusters Score -915845.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -915864.250000 Penalty: 4634.188477
	Iteration 18Q: 3 clusters Score -915864.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -915874.125000 Penalty: 4634.188477
	Iteration 19Q: 3 clusters Score -915874.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -915881.250000 Penalty: 4634.188477
	Iteration 20F: 3 clusters Score -915881.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -915885.937500 Penalty: 4634.188477
	Iteration 21Q: 3 clusters Score -915885.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -915891.937500 Penalty: 4634.188477
	Iteration 22Q: 3 clusters Score -915891.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -915893.062500 Penalty: 4634.188477
	Iteration 23Q: 3 clusters Score -915893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -915892.562500 Penalty: 4634.188477
	Iteration 24Q: 3 clusters Score -915892.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -915896.687500 Penalty: 4634.188477
	Iteration 25Q: 3 clusters Score -915896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -915894.250000 Penalty: 4634.188477
	Iteration 26Q: 3 clusters Score -915894.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -915898.500000 Penalty: 4634.188477
	Iteration 27Q: 3 clusters Score -915898.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -915899.375000 Penalty: 4634.188477
	Iteration 28Q: 3 clusters Score -915899.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -915904.312500 Penalty: 4634.188477
	Iteration 29Q: 3 clusters Score -915904.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -915905.875000 Penalty: 4634.188477
	Iteration 30Q: 3 clusters Score -915905.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -915909.000000 Penalty: 4634.188477
	Iteration 31Q: 3 clusters Score -915909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -915911.875000 Penalty: 4634.188477
	Iteration 32Q: 3 clusters Score -915911.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -915911.437500 Penalty: 4634.188477
	Iteration 33Q: 3 clusters Score -915911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -915910.375000 Penalty: 4634.188477
	Iteration 34Q: 3 clusters Score -915910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -915911.312500 Penalty: 4634.188477
	Iteration 35Q: 3 clusters Score -915911.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -915911.750000 Penalty: 4634.188477
	Iteration 36Q: 3 clusters Score -915911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -915910.437500 Penalty: 4634.188477
	Iteration 37Q: 3 clusters Score -915910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -915911.562500 Penalty: 4634.188477
	Iteration 38Q: 3 clusters Score -915911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -915912.687500 Penalty: 4634.188477
	Iteration 39Q: 3 clusters Score -915912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -915912.562500 Penalty: 4634.188477
	Iteration 40F: 3 clusters Score -915912.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Entering Unmasked Estep 
Score: -2290714.000000 Penalty: 2526.985107
	Iteration 0F: 2 clusters Score -2290714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2272344.250000 Penalty: 5053.970215
	Iteration 0F: 3 clusters Score -2272344 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2279023.500000 Penalty: 5053.970215
	Iteration 1F: 3 clusters Score -2279024 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2279700.000000 Penalty: 5053.970215
	Iteration 2F: 3 clusters Score -2279700 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2280440.750000 Penalty: 5053.970215
	Iteration 3F: 3 clusters Score -2280441 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2281315.500000 Penalty: 5053.970215
	Iteration 4F: 3 clusters Score -2281316 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2282371.250000 Penalty: 5053.970215
	Iteration 5F: 3 clusters Score -2282371 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2283494.500000 Penalty: 5053.970215
	Iteration 6F: 3 clusters Score -2283494 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2284653.250000 Penalty: 5053.970215
	Iteration 7F: 3 clusters Score -2284653 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2285758.000000 Penalty: 5053.970215
	Iteration 8F: 3 clusters Score -2285758 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2286784.500000 Penalty: 5053.970215
	Iteration 9Q: 3 clusters Score -2286784 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2287903.750000 Penalty: 5053.970215
	Iteration 10Q: 3 clusters Score -2287904 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2289089.250000 Penalty: 5053.970215
	Iteration 11Q: 3 clusters Score -2289089 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2289938.000000 Penalty: 5053.970215
	Iteration 12Q: 3 clusters Score -2289938 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2290429.500000 Penalty: 5053.970215
	Iteration 13Q: 3 clusters Score -2290430 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2290697.750000 Penalty: 5053.970215
	Iteration 14Q: 3 clusters Score -2290698 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2290990.500000 Penalty: 5053.970215
	Iteration 15Q: 3 clusters Score -2290990 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2291491.750000 Penalty: 5053.970215
	Iteration 16Q: 3 clusters Score -2291492 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2292362.500000 Penalty: 5053.970215
	Iteration 17Q: 3 clusters Score -2292362 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2293168.250000 Penalty: 5053.970215
	Iteration 18Q: 3 clusters Score -2293168 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2293505.500000 Penalty: 5053.970215
	Iteration 19Q: 3 clusters Score -2293506 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2293632.750000 Penalty: 5053.970215
	Iteration 20F: 3 clusters Score -2293633 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2293687.750000 Penalty: 5053.970215
	Iteration 21Q: 3 clusters Score -2293688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2293731.250000 Penalty: 5053.970215
	Iteration 22Q: 3 clusters Score -2293731 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2293758.000000 Penalty: 5053.970215
	Iteration 23Q: 3 clusters Score -2293758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2293762.500000 Penalty: 5053.970215
	Iteration 24Q: 3 clusters Score -2293762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2293769.750000 Penalty: 5053.970215
	Iteration 25Q: 3 clusters Score -2293770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2293779.000000 Penalty: 5053.970215
	Iteration 26Q: 3 clusters Score -2293779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2293792.000000 Penalty: 5053.970215
	Iteration 27Q: 3 clusters Score -2293792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2293797.250000 Penalty: 5053.970215
	Iteration 28Q: 3 clusters Score -2293797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2293799.750000 Penalty: 5053.970215
	Iteration 29Q: 3 clusters Score -2293800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2293807.500000 Penalty: 5053.970215
	Iteration 30Q: 3 clusters Score -2293808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2293813.750000 Penalty: 5053.970215
	Iteration 31Q: 3 clusters Score -2293814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2293810.750000 Penalty: 5053.970215
	Iteration 32Q: 3 clusters Score -2293811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2293810.250000 Penalty: 5053.970215
	Iteration 33Q: 3 clusters Score -2293810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2293809.750000 Penalty: 5053.970215
	Iteration 34Q: 3 clusters Score -2293810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2293805.250000 Penalty: 5053.970215
	Iteration 35Q: 3 clusters Score -2293805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2293809.750000 Penalty: 5053.970215
	Iteration 36Q: 3 clusters Score -2293810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2293804.750000 Penalty: 5053.970215
	Iteration 37Q: 3 clusters Score -2293805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2293805.500000 Penalty: 5053.970215
	Iteration 38Q: 3 clusters Score -2293806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2293809.750000 Penalty: 5053.970215
	Iteration 39Q: 3 clusters Score -2293810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2293811.250000 Penalty: 5053.970215
	Iteration 40F: 3 clusters Score -2293811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2293815.250000 Penalty: 5053.970215
	Iteration 41Q: 3 clusters Score -2293815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2293815.250000 Penalty: 5053.970215
	Iteration 42Q: 3 clusters Score -2293815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2293816.250000 Penalty: 5053.970215
	Iteration 43Q: 3 clusters Score -2293816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2293818.750000 Penalty: 5053.970215
	Iteration 44Q: 3 clusters Score -2293819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2293821.000000 Penalty: 5053.970215
	Iteration 45Q: 3 clusters Score -2293821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2293816.000000 Penalty: 5053.970215
	Iteration 46Q: 3 clusters Score -2293816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2293816.500000 Penalty: 5053.970215
	Iteration 47Q: 3 clusters Score -2293816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2293813.750000 Penalty: 5053.970215
	Iteration 48Q: 3 clusters Score -2293814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2293814.250000 Penalty: 5053.970215
	Iteration 49Q: 3 clusters Score -2293814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2293819.750000 Penalty: 5053.970215
	Iteration 50Q: 3 clusters Score -2293820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2293825.000000 Penalty: 5053.970215
	Iteration 51Q: 3 clusters Score -2293825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2293825.250000 Penalty: 5053.970215
	Iteration 52Q: 3 clusters Score -2293825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2293830.500000 Penalty: 5053.970215
	Iteration 53Q: 3 clusters Score -2293830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2293824.000000 Penalty: 5053.970215
	Iteration 54Q: 3 clusters Score -2293824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2293835.750000 Penalty: 5053.970215
	Iteration 55Q: 3 clusters Score -2293836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2293841.000000 Penalty: 5053.970215
	Iteration 56Q: 3 clusters Score -2293841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2293840.000000 Penalty: 5053.970215
	Iteration 57Q: 3 clusters Score -2293840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2293841.000000 Penalty: 5053.970215
	Iteration 58Q: 3 clusters Score -2293841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2293837.250000 Penalty: 5053.970215
	Iteration 59Q: 3 clusters Score -2293837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2293835.250000 Penalty: 5053.970215
	Iteration 60F: 3 clusters Score -2293835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2293836.250000 Penalty: 5053.970215
	Iteration 61Q: 3 clusters Score -2293836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2293833.500000 Penalty: 5053.970215
	Iteration 62Q: 3 clusters Score -2293834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2293835.000000 Penalty: 5053.970215
	Iteration 63Q: 3 clusters Score -2293835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2293844.000000 Penalty: 5053.970215
	Iteration 64Q: 3 clusters Score -2293844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2293840.250000 Penalty: 5053.970215
	Iteration 65Q: 3 clusters Score -2293840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2293846.500000 Penalty: 5053.970215
	Iteration 66Q: 3 clusters Score -2293846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2293845.250000 Penalty: 5053.970215
	Iteration 67Q: 3 clusters Score -2293845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2293845.000000 Penalty: 5053.970215
	Iteration 68Q: 3 clusters Score -2293845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2293847.250000 Penalty: 5053.970215
	Iteration 69Q: 3 clusters Score -2293847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2293850.000000 Penalty: 5053.970215
	Iteration 70Q: 3 clusters Score -2293850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2293848.000000 Penalty: 5053.970215
	Iteration 71Q: 3 clusters Score -2293848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2293852.250000 Penalty: 5053.970215
	Iteration 72Q: 3 clusters Score -2293852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2293853.500000 Penalty: 5053.970215
	Iteration 73Q: 3 clusters Score -2293854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2293851.250000 Penalty: 5053.970215
	Iteration 74Q: 3 clusters Score -2293851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2293849.250000 Penalty: 5053.970215
	Iteration 75Q: 3 clusters Score -2293849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2293849.250000 Penalty: 5053.970215
	Iteration 76F: 3 clusters Score -2293849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 14271 members 
Mstep: Class 17 contains 52963 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 10211 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 372191 members 
Mstep: Class 26 contains 3586 members 
Mstep: Class 27 contains 36430 members 
Mstep: Class 28 contains 16512 members 
Mstep: Class 29 contains 8279 members 
Mstep: Class 30 contains 6109 members 
Mstep: Class 31 contains 21143 members 
Mstep: Class 32 contains 32867 members 
Mstep: Class 33 contains 5931 members 
Mstep: Class 34 contains 16410 members 
Entering Unmasked Estep 
Score: -112901080.000000 Penalty: 118901.742188
Splitting cluster 23 changes total score from -112590104.000000 to -112901080.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 5429 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 7 contains 418431 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 14065 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 38913 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 16 contains 14271 members 
Mstep: Class 17 contains 52963 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 111613 members 
Mstep: Class 22 contains 11420 members 
Mstep: Class 23 contains 10211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112932352.000000 Penalty: 118901.742188
Iteration 39Q: 35 clusters Score -1.129324e+08 nChanged 39080
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 8747 members 
Mstep: Class 6 contains 32001 members 
Mstep: Class 7 contains 417634 members 
Mstep: Class 8 contains 5110 members 
Mstep: Class 9 contains 14483 members 
Mstep: Class 10 contains 7148 members 
Mstep: Class 11 contains 25230 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 38458 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 14208 members 
Mstep: Class 17 contains 52292 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 7322 members 
Mstep: Class 21 contains 112322 members 
Mstep: Class 22 contains 12459 members 
Mstep: Class 23 contains 10530 members 
Mstep: Class 24 contains 4881 members 
Mstep: Class 25 contains 374064 members 
Mstep: Class 26 contains 3490 members 
Mstep: Class 27 contains 35828 members 
Mstep: Class 28 contains 15678 members 
Mstep: Class 29 contains 7265 members 
Mstep: Class 30 contains 6375 members 
Mstep: Class 31 contains 19511 members 
Mstep: Class 32 contains 33592 members 
Mstep: Class 33 contains 5813 members 
Mstep: Class 34 contains 16524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112954248.000000 Penalty: 118901.742188
Iteration 40F: 35 clusters Score -1.129542e+08 nChanged 27026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 1551 members 
Mstep: Class 4 contains 6051 members 
Mstep: Class 5 contains 8817 members 
Mstep: Class 6 contains 31059 members 
Mstep: Class 7 contains 416605 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 14573 members 
Mstep: Class 10 contains 7592 members 
Mstep: Class 11 contains 25260 members 
Mstep: Class 12 contains 6066 members 
Mstep: Class 13 contains 37428 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 11326 members 
Mstep: Class 16 contains 13283 members 
Mstep: Class 17 contains 51994 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 2382 members 
Mstep: Class 20 contains 6991 members 
Mstep: Class 21 contains 107207 members 
Mstep: Class 22 contains 12536 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 382568 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 35931 members 
Mstep: Class 28 contains 15532 members 
Mstep: Class 29 contains 6874 members 
Mstep: Class 30 contains 6460 members 
Mstep: Class 31 contains 18560 members 
Mstep: Class 32 contains 34765 members 
Mstep: Class 33 contains 5825 members 
Mstep: Class 34 contains 16578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112964456.000000 Penalty: 118901.742188
Iteration 41Q: 35 clusters Score -1.129645e+08 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 8744 members 
Mstep: Class 6 contains 30103 members 
Mstep: Class 7 contains 415960 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 14688 members 
Mstep: Class 10 contains 7914 members 
Mstep: Class 11 contains 25401 members 
Mstep: Class 12 contains 6128 members 
Mstep: Class 13 contains 36752 members 
Mstep: Class 14 contains 898 members 
Mstep: Class 15 contains 11739 members 
Mstep: Class 16 contains 12970 members 
Mstep: Class 17 contains 51943 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 2375 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 104557 members 
Mstep: Class 22 contains 12614 members 
Mstep: Class 23 contains 10834 members 
Mstep: Class 24 contains 5183 members 
Mstep: Class 25 contains 386929 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 35803 members 
Mstep: Class 28 contains 15438 members 
Mstep: Class 29 contains 6440 members 
Mstep: Class 30 contains 6535 members 
Mstep: Class 31 contains 17771 members 
Mstep: Class 32 contains 35428 members 
Mstep: Class 33 contains 5848 members 
Mstep: Class 34 contains 16551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112969288.000000 Penalty: 118901.742188
Iteration 42Q: 35 clusters Score -1.129693e+08 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 6070 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 6727 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 29272 members 
Mstep: Class 7 contains 415457 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 9 contains 14834 members 
Mstep: Class 10 contains 8178 members 
Mstep: Class 11 contains 25554 members 
Mstep: Class 12 contains 6193 members 
Mstep: Class 13 contains 36211 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 12783 members 
Mstep: Class 17 contains 51968 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 2376 members 
Mstep: Class 20 contains 6772 members 
Mstep: Class 21 contains 102979 members 
Mstep: Class 22 contains 12636 members 
Mstep: Class 23 contains 11046 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 389718 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 35525 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 6009 members 
Mstep: Class 30 contains 6574 members 
Mstep: Class 31 contains 17119 members 
Mstep: Class 32 contains 35919 members 
Mstep: Class 33 contains 5874 members 
Mstep: Class 34 contains 16452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112970824.000000 Penalty: 118901.742188
Iteration 43Q: 35 clusters Score -1.129708e+08 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 6190 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 8584 members 
Mstep: Class 6 contains 28623 members 
Mstep: Class 7 contains 415042 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 14972 members 
Mstep: Class 10 contains 8415 members 
Mstep: Class 11 contains 25745 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 35770 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 12681 members 
Mstep: Class 17 contains 52030 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 2370 members 
Mstep: Class 20 contains 6722 members 
Mstep: Class 21 contains 102053 members 
Mstep: Class 22 contains 12661 members 
Mstep: Class 23 contains 11228 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 391607 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 35162 members 
Mstep: Class 28 contains 15333 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 16540 members 
Mstep: Class 32 contains 36243 members 
Mstep: Class 33 contains 5917 members 
Mstep: Class 34 contains 16399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112972872.000000 Penalty: 118901.742188
Iteration 44Q: 35 clusters Score -1.129729e+08 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 28102 members 
Mstep: Class 7 contains 414689 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 15116 members 
Mstep: Class 10 contains 8601 members 
Mstep: Class 11 contains 25916 members 
Mstep: Class 12 contains 6330 members 
Mstep: Class 13 contains 35430 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 12686 members 
Mstep: Class 16 contains 12622 members 
Mstep: Class 17 contains 52086 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 2361 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 101477 members 
Mstep: Class 22 contains 12678 members 
Mstep: Class 23 contains 11397 members 
Mstep: Class 24 contains 5398 members 
Mstep: Class 25 contains 392924 members 
Mstep: Class 26 contains 3573 members 
Mstep: Class 27 contains 34808 members 
Mstep: Class 28 contains 15238 members 
Mstep: Class 29 contains 5220 members 
Mstep: Class 30 contains 6601 members 
Mstep: Class 31 contains 16009 members 
Mstep: Class 32 contains 36501 members 
Mstep: Class 33 contains 5967 members 
Mstep: Class 34 contains 16346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112974144.000000 Penalty: 118901.742188
Iteration 45Q: 35 clusters Score -1.129741e+08 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 1931 members 
Mstep: Class 4 contains 7264 members 
Mstep: Class 5 contains 8474 members 
Mstep: Class 6 contains 27659 members 
Mstep: Class 7 contains 414407 members 
Mstep: Class 8 contains 3326 members 
Mstep: Class 9 contains 15261 members 
Mstep: Class 10 contains 8781 members 
Mstep: Class 11 contains 26069 members 
Mstep: Class 12 contains 6395 members 
Mstep: Class 13 contains 35101 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 12918 members 
Mstep: Class 16 contains 12553 members 
Mstep: Class 17 contains 52126 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 2352 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 101106 members 
Mstep: Class 22 contains 12690 members 
Mstep: Class 23 contains 11553 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 393943 members 
Mstep: Class 26 contains 3593 members 
Mstep: Class 27 contains 34383 members 
Mstep: Class 28 contains 15158 members 
Mstep: Class 29 contains 4916 members 
Mstep: Class 30 contains 6611 members 
Mstep: Class 31 contains 15617 members 
Mstep: Class 32 contains 36706 members 
Mstep: Class 33 contains 6016 members 
Mstep: Class 34 contains 16308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112975192.000000 Penalty: 118901.742188
Iteration 46Q: 35 clusters Score -1.129752e+08 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 6497 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 7373 members 
Mstep: Class 5 contains 8443 members 
Mstep: Class 6 contains 27308 members 
Mstep: Class 7 contains 414150 members 
Mstep: Class 8 contains 3328 members 
Mstep: Class 9 contains 15381 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 26196 members 
Mstep: Class 12 contains 6451 members 
Mstep: Class 13 contains 34834 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 13165 members 
Mstep: Class 16 contains 12491 members 
Mstep: Class 17 contains 52154 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 2353 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 100874 members 
Mstep: Class 22 contains 12700 members 
Mstep: Class 23 contains 11696 members 
Mstep: Class 24 contains 5488 members 
Mstep: Class 25 contains 394671 members 
Mstep: Class 26 contains 3612 members 
Mstep: Class 27 contains 33945 members 
Mstep: Class 28 contains 15089 members 
Mstep: Class 29 contains 4658 members 
Mstep: Class 30 contains 6633 members 
Mstep: Class 31 contains 15319 members 
Mstep: Class 32 contains 36857 members 
Mstep: Class 33 contains 6077 members 
Mstep: Class 34 contains 16240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112976088.000000 Penalty: 118901.742188
Iteration 47Q: 35 clusters Score -1.129761e+08 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 7466 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 27055 members 
Mstep: Class 7 contains 413918 members 
Mstep: Class 8 contains 3345 members 
Mstep: Class 9 contains 15497 members 
Mstep: Class 10 contains 9032 members 
Mstep: Class 11 contains 26309 members 
Mstep: Class 12 contains 6500 members 
Mstep: Class 13 contains 34605 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 12469 members 
Mstep: Class 17 contains 52179 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 2334 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 100683 members 
Mstep: Class 22 contains 12707 members 
Mstep: Class 23 contains 11834 members 
Mstep: Class 24 contains 5521 members 
Mstep: Class 25 contains 395238 members 
Mstep: Class 26 contains 3639 members 
Mstep: Class 27 contains 33562 members 
Mstep: Class 28 contains 15033 members 
Mstep: Class 29 contains 4424 members 
Mstep: Class 30 contains 6651 members 
Mstep: Class 31 contains 15039 members 
Mstep: Class 32 contains 36956 members 
Mstep: Class 33 contains 6152 members 
Mstep: Class 34 contains 16191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112976776.000000 Penalty: 118901.742188
Iteration 48Q: 35 clusters Score -1.129768e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 6736 members 
Mstep: Class 3 contains 2049 members 
Mstep: Class 4 contains 7556 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 26842 members 
Mstep: Class 7 contains 413729 members 
Mstep: Class 8 contains 3350 members 
Mstep: Class 9 contains 15602 members 
Mstep: Class 10 contains 9133 members 
Mstep: Class 11 contains 26408 members 
Mstep: Class 12 contains 6543 members 
Mstep: Class 13 contains 34411 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 13469 members 
Mstep: Class 16 contains 12436 members 
Mstep: Class 17 contains 52207 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 100558 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 23 contains 11949 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 395617 members 
Mstep: Class 26 contains 3664 members 
Mstep: Class 27 contains 33218 members 
Mstep: Class 28 contains 14975 members 
Mstep: Class 29 contains 4201 members 
Mstep: Class 30 contains 6645 members 
Mstep: Class 31 contains 14835 members 
Mstep: Class 32 contains 37060 members 
Mstep: Class 33 contains 6233 members 
Mstep: Class 34 contains 16144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112977520.000000 Penalty: 118901.742188
Iteration 49Q: 35 clusters Score -1.129775e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 6853 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 7627 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 26666 members 
Mstep: Class 7 contains 413523 members 
Mstep: Class 8 contains 3358 members 
Mstep: Class 9 contains 15708 members 
Mstep: Class 10 contains 9213 members 
Mstep: Class 11 contains 26518 members 
Mstep: Class 12 contains 6592 members 
Mstep: Class 13 contains 34208 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 13625 members 
Mstep: Class 16 contains 12415 members 
Mstep: Class 17 contains 52233 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 6686 members 
Mstep: Class 21 contains 100458 members 
Mstep: Class 22 contains 12719 members 
Mstep: Class 23 contains 12034 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 395907 members 
Mstep: Class 26 contains 3697 members 
Mstep: Class 27 contains 32938 members 
Mstep: Class 28 contains 14906 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 6660 members 
Mstep: Class 31 contains 14620 members 
Mstep: Class 32 contains 37140 members 
Mstep: Class 33 contains 6294 members 
Mstep: Class 34 contains 16125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112978208.000000 Penalty: 118901.742188
Iteration 50Q: 35 clusters Score -1.129782e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 6959 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 7669 members 
Mstep: Class 5 contains 8367 members 
Mstep: Class 6 contains 26508 members 
Mstep: Class 7 contains 413334 members 
Mstep: Class 8 contains 3375 members 
Mstep: Class 9 contains 15822 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 11 contains 26598 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 34010 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 13758 members 
Mstep: Class 16 contains 12416 members 
Mstep: Class 17 contains 52256 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 6694 members 
Mstep: Class 21 contains 100365 members 
Mstep: Class 22 contains 12717 members 
Mstep: Class 23 contains 12098 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 396162 members 
Mstep: Class 26 contains 3734 members 
Mstep: Class 27 contains 32674 members 
Mstep: Class 28 contains 14865 members 
Mstep: Class 29 contains 3852 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 14413 members 
Mstep: Class 32 contains 37194 members 
Mstep: Class 33 contains 6345 members 
Mstep: Class 34 contains 16111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112978448.000000 Penalty: 118901.742188
Iteration 51Q: 35 clusters Score -1.129784e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 7696 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 26354 members 
Mstep: Class 7 contains 413171 members 
Mstep: Class 8 contains 3395 members 
Mstep: Class 9 contains 15938 members 
Mstep: Class 10 contains 9319 members 
Mstep: Class 11 contains 26645 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 33834 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 13875 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 52281 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 2297 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 100288 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 23 contains 12143 members 
Mstep: Class 24 contains 5610 members 
Mstep: Class 25 contains 396430 members 
Mstep: Class 26 contains 3755 members 
Mstep: Class 27 contains 32414 members 
Mstep: Class 28 contains 14806 members 
Mstep: Class 29 contains 3740 members 
Mstep: Class 30 contains 6681 members 
Mstep: Class 31 contains 14212 members 
Mstep: Class 32 contains 37231 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 16103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112978920.000000 Penalty: 118901.742188
Iteration 52Q: 35 clusters Score -1.129789e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 7734 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 26227 members 
Mstep: Class 7 contains 413025 members 
Mstep: Class 8 contains 3403 members 
Mstep: Class 9 contains 16049 members 
Mstep: Class 10 contains 9367 members 
Mstep: Class 11 contains 26699 members 
Mstep: Class 12 contains 6752 members 
Mstep: Class 13 contains 33660 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 13999 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 52303 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 100228 members 
Mstep: Class 22 contains 12705 members 
Mstep: Class 23 contains 12147 members 
Mstep: Class 24 contains 5631 members 
Mstep: Class 25 contains 396668 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 32185 members 
Mstep: Class 28 contains 14758 members 
Mstep: Class 29 contains 3654 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 13986 members 
Mstep: Class 32 contains 37272 members 
Mstep: Class 33 contains 6411 members 
Mstep: Class 34 contains 16101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979176.000000 Penalty: 118901.742188
Iteration 53Q: 35 clusters Score -1.129792e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 7756 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 26153 members 
Mstep: Class 7 contains 412882 members 
Mstep: Class 8 contains 3417 members 
Mstep: Class 9 contains 16158 members 
Mstep: Class 10 contains 9411 members 
Mstep: Class 11 contains 26743 members 
Mstep: Class 12 contains 6802 members 
Mstep: Class 13 contains 33504 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14133 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 52318 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 100183 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 12164 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 396809 members 
Mstep: Class 26 contains 3812 members 
Mstep: Class 27 contains 31962 members 
Mstep: Class 28 contains 14699 members 
Mstep: Class 29 contains 3599 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 13805 members 
Mstep: Class 32 contains 37295 members 
Mstep: Class 33 contains 6434 members 
Mstep: Class 34 contains 16107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979896.000000 Penalty: 118901.742188
Iteration 54Q: 35 clusters Score -1.129799e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 2209 members 
Mstep: Class 4 contains 7773 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 26057 members 
Mstep: Class 7 contains 412739 members 
Mstep: Class 8 contains 3428 members 
Mstep: Class 9 contains 16252 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 11 contains 26773 members 
Mstep: Class 12 contains 6842 members 
Mstep: Class 13 contains 33362 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14249 members 
Mstep: Class 16 contains 12354 members 
Mstep: Class 17 contains 52328 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 6700 members 
Mstep: Class 21 contains 100134 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 12177 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 396977 members 
Mstep: Class 26 contains 3832 members 
Mstep: Class 27 contains 31792 members 
Mstep: Class 28 contains 14650 members 
Mstep: Class 29 contains 3571 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 13629 members 
Mstep: Class 32 contains 37316 members 
Mstep: Class 33 contains 6451 members 
Mstep: Class 34 contains 16085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980088.000000 Penalty: 118901.742188
Iteration 55Q: 35 clusters Score -1.129801e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 7789 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 6 contains 25977 members 
Mstep: Class 7 contains 412634 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 9 contains 16353 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 26792 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 33235 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 12339 members 
Mstep: Class 17 contains 52342 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 100109 members 
Mstep: Class 22 contains 12694 members 
Mstep: Class 23 contains 12179 members 
Mstep: Class 24 contains 5686 members 
Mstep: Class 25 contains 397146 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 31619 members 
Mstep: Class 28 contains 14591 members 
Mstep: Class 29 contains 3550 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 13438 members 
Mstep: Class 32 contains 37305 members 
Mstep: Class 33 contains 6463 members 
Mstep: Class 34 contains 16064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980344.000000 Penalty: 118901.742188
Iteration 56Q: 35 clusters Score -1.129803e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 7500 members 
Mstep: Class 3 contains 2238 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 8316 members 
Mstep: Class 6 contains 25874 members 
Mstep: Class 7 contains 412579 members 
Mstep: Class 8 contains 3447 members 
Mstep: Class 9 contains 16457 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 26810 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 33101 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 12327 members 
Mstep: Class 17 contains 52366 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 2402 members 
Mstep: Class 20 contains 6717 members 
Mstep: Class 21 contains 100058 members 
Mstep: Class 22 contains 12684 members 
Mstep: Class 23 contains 12178 members 
Mstep: Class 24 contains 5695 members 
Mstep: Class 25 contains 397341 members 
Mstep: Class 26 contains 3889 members 
Mstep: Class 27 contains 31465 members 
Mstep: Class 28 contains 14539 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 6687 members 
Mstep: Class 31 contains 13256 members 
Mstep: Class 32 contains 37287 members 
Mstep: Class 33 contains 6472 members 
Mstep: Class 34 contains 16034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980304.000000 Penalty: 118901.742188
Iteration 57Q: 35 clusters Score -1.129803e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 7579 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 7838 members 
Mstep: Class 5 contains 8314 members 
Mstep: Class 6 contains 25802 members 
Mstep: Class 7 contains 412511 members 
Mstep: Class 8 contains 3457 members 
Mstep: Class 9 contains 16555 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 26816 members 
Mstep: Class 12 contains 6966 members 
Mstep: Class 13 contains 32949 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 12311 members 
Mstep: Class 17 contains 52379 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 6721 members 
Mstep: Class 21 contains 100028 members 
Mstep: Class 22 contains 12685 members 
Mstep: Class 23 contains 12177 members 
Mstep: Class 24 contains 5702 members 
Mstep: Class 25 contains 397510 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 31310 members 
Mstep: Class 28 contains 14474 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 6700 members 
Mstep: Class 31 contains 13087 members 
Mstep: Class 32 contains 37273 members 
Mstep: Class 33 contains 6473 members 
Mstep: Class 34 contains 16011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980544.000000 Penalty: 118901.742188
Iteration 58Q: 35 clusters Score -1.129805e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 7648 members 
Mstep: Class 3 contains 2254 members 
Mstep: Class 4 contains 7857 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 6 contains 25695 members 
Mstep: Class 7 contains 412432 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 16639 members 
Mstep: Class 10 contains 9633 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 7011 members 
Mstep: Class 13 contains 32803 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14468 members 
Mstep: Class 16 contains 12282 members 
Mstep: Class 17 contains 52386 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 2410 members 
Mstep: Class 20 contains 6720 members 
Mstep: Class 21 contains 99999 members 
Mstep: Class 22 contains 12681 members 
Mstep: Class 23 contains 12162 members 
Mstep: Class 24 contains 5712 members 
Mstep: Class 25 contains 397674 members 
Mstep: Class 26 contains 3968 members 
Mstep: Class 27 contains 31187 members 
Mstep: Class 28 contains 14399 members 
Mstep: Class 29 contains 3518 members 
Mstep: Class 30 contains 6707 members 
Mstep: Class 31 contains 12917 members 
Mstep: Class 32 contains 37283 members 
Mstep: Class 33 contains 6479 members 
Mstep: Class 34 contains 15991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980520.000000 Penalty: 118901.742188
Iteration 59Q: 35 clusters Score -1.129805e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 7717 members 
Mstep: Class 3 contains 2264 members 
Mstep: Class 4 contains 7866 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 25612 members 
Mstep: Class 7 contains 412366 members 
Mstep: Class 8 contains 3464 members 
Mstep: Class 9 contains 16718 members 
Mstep: Class 10 contains 9692 members 
Mstep: Class 11 contains 26875 members 
Mstep: Class 12 contains 7050 members 
Mstep: Class 13 contains 32669 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14514 members 
Mstep: Class 16 contains 12242 members 
Mstep: Class 17 contains 52390 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 2420 members 
Mstep: Class 20 contains 6725 members 
Mstep: Class 21 contains 99967 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 397819 members 
Mstep: Class 26 contains 4006 members 
Mstep: Class 27 contains 31051 members 
Mstep: Class 28 contains 14332 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 6714 members 
Mstep: Class 31 contains 12774 members 
Mstep: Class 32 contains 37284 members 
Mstep: Class 33 contains 6486 members 
Mstep: Class 34 contains 15978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112981080.000000 Penalty: 118901.742188
Iteration 60F: 35 clusters Score -1.129811e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 2271 members 
Mstep: Class 4 contains 7847 members 
Mstep: Class 5 contains 8300 members 
Mstep: Class 6 contains 25497 members 
Mstep: Class 7 contains 412317 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 16819 members 
Mstep: Class 10 contains 9743 members 
Mstep: Class 11 contains 26876 members 
Mstep: Class 12 contains 7093 members 
Mstep: Class 13 contains 32507 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14527 members 
Mstep: Class 16 contains 12185 members 
Mstep: Class 17 contains 52393 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2466 members 
Mstep: Class 20 contains 6724 members 
Mstep: Class 21 contains 99933 members 
Mstep: Class 22 contains 12670 members 
Mstep: Class 23 contains 12137 members 
Mstep: Class 24 contains 5705 members 
Mstep: Class 25 contains 397994 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 30902 members 
Mstep: Class 28 contains 14274 members 
Mstep: Class 29 contains 3528 members 
Mstep: Class 30 contains 6718 members 
Mstep: Class 31 contains 12636 members 
Mstep: Class 32 contains 37276 members 
Mstep: Class 33 contains 6490 members 
Mstep: Class 34 contains 15968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112981376.000000 Penalty: 118901.742188
Iteration 61Q: 35 clusters Score -1.129814e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 25355 members 
Mstep: Class 7 contains 412251 members 
Mstep: Class 8 contains 3549 members 
Mstep: Class 9 contains 16954 members 
Mstep: Class 10 contains 9806 members 
Mstep: Class 11 contains 26896 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 32336 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14561 members 
Mstep: Class 16 contains 12131 members 
Mstep: Class 17 contains 52400 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 6733 members 
Mstep: Class 21 contains 99912 members 
Mstep: Class 22 contains 12663 members 
Mstep: Class 23 contains 12121 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 398168 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 30759 members 
Mstep: Class 28 contains 14211 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 6728 members 
Mstep: Class 31 contains 12493 members 
Mstep: Class 32 contains 37264 members 
Mstep: Class 33 contains 6496 members 
Mstep: Class 34 contains 15942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112981720.000000 Penalty: 118901.742188
Iteration 62Q: 35 clusters Score -1.129817e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 7853 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 6 contains 25225 members 
Mstep: Class 7 contains 412212 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 17068 members 
Mstep: Class 10 contains 9873 members 
Mstep: Class 11 contains 26916 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 32160 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14578 members 
Mstep: Class 16 contains 12079 members 
Mstep: Class 17 contains 52404 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 99882 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 12104 members 
Mstep: Class 24 contains 5729 members 
Mstep: Class 25 contains 398337 members 
Mstep: Class 26 contains 4157 members 
Mstep: Class 27 contains 30621 members 
Mstep: Class 28 contains 14150 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 6738 members 
Mstep: Class 31 contains 12335 members 
Mstep: Class 32 contains 37256 members 
Mstep: Class 33 contains 6499 members 
Mstep: Class 34 contains 15928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112981912.000000 Penalty: 118901.742188
Iteration 63Q: 35 clusters Score -1.129819e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 7845 members 
Mstep: Class 5 contains 8280 members 
Mstep: Class 6 contains 25074 members 
Mstep: Class 7 contains 412185 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 17153 members 
Mstep: Class 10 contains 9925 members 
Mstep: Class 11 contains 26932 members 
Mstep: Class 12 contains 7200 members 
Mstep: Class 13 contains 31984 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14572 members 
Mstep: Class 16 contains 12033 members 
Mstep: Class 17 contains 52407 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 99859 members 
Mstep: Class 22 contains 12662 members 
Mstep: Class 23 contains 12105 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 398530 members 
Mstep: Class 26 contains 4249 members 
Mstep: Class 27 contains 30521 members 
Mstep: Class 28 contains 14090 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 6748 members 
Mstep: Class 31 contains 12159 members 
Mstep: Class 32 contains 37250 members 
Mstep: Class 33 contains 6501 members 
Mstep: Class 34 contains 15904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982288.000000 Penalty: 118901.742188
Iteration 64Q: 35 clusters Score -1.129823e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 8009 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 7847 members 
Mstep: Class 5 contains 8269 members 
Mstep: Class 6 contains 24919 members 
Mstep: Class 7 contains 412144 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 17216 members 
Mstep: Class 10 contains 9976 members 
Mstep: Class 11 contains 26951 members 
Mstep: Class 12 contains 7234 members 
Mstep: Class 13 contains 31829 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14571 members 
Mstep: Class 16 contains 11990 members 
Mstep: Class 17 contains 52410 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 6733 members 
Mstep: Class 21 contains 99820 members 
Mstep: Class 22 contains 12661 members 
Mstep: Class 23 contains 12100 members 
Mstep: Class 24 contains 5737 members 
Mstep: Class 25 contains 398772 members 
Mstep: Class 26 contains 4376 members 
Mstep: Class 27 contains 30404 members 
Mstep: Class 28 contains 14020 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 6756 members 
Mstep: Class 31 contains 12004 members 
Mstep: Class 32 contains 37241 members 
Mstep: Class 33 contains 6502 members 
Mstep: Class 34 contains 15876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982912.000000 Penalty: 118901.742188
Iteration 65Q: 35 clusters Score -1.129829e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 8055 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 7857 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 24783 members 
Mstep: Class 7 contains 412107 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 17210 members 
Mstep: Class 10 contains 10027 members 
Mstep: Class 11 contains 26981 members 
Mstep: Class 12 contains 7263 members 
Mstep: Class 13 contains 31660 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14569 members 
Mstep: Class 16 contains 11932 members 
Mstep: Class 17 contains 52417 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2592 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 99786 members 
Mstep: Class 22 contains 12659 members 
Mstep: Class 23 contains 12095 members 
Mstep: Class 24 contains 5752 members 
Mstep: Class 25 contains 398988 members 
Mstep: Class 26 contains 4557 members 
Mstep: Class 27 contains 30295 members 
Mstep: Class 28 contains 13942 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 6749 members 
Mstep: Class 31 contains 11883 members 
Mstep: Class 32 contains 37230 members 
Mstep: Class 33 contains 6503 members 
Mstep: Class 34 contains 15846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983144.000000 Penalty: 118901.742188
Iteration 66Q: 35 clusters Score -1.129831e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 8102 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 8247 members 
Mstep: Class 6 contains 24669 members 
Mstep: Class 7 contains 412082 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 17136 members 
Mstep: Class 10 contains 10060 members 
Mstep: Class 11 contains 27001 members 
Mstep: Class 12 contains 7294 members 
Mstep: Class 13 contains 31526 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14585 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 52416 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 99766 members 
Mstep: Class 22 contains 12667 members 
Mstep: Class 23 contains 12095 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 399146 members 
Mstep: Class 26 contains 4768 members 
Mstep: Class 27 contains 30206 members 
Mstep: Class 28 contains 13870 members 
Mstep: Class 29 contains 3534 members 
Mstep: Class 30 contains 6748 members 
Mstep: Class 31 contains 11764 members 
Mstep: Class 32 contains 37210 members 
Mstep: Class 33 contains 6507 members 
Mstep: Class 34 contains 15822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983688.000000 Penalty: 118901.742188
Iteration 67Q: 35 clusters Score -1.129837e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 7826 members 
Mstep: Class 5 contains 8234 members 
Mstep: Class 6 contains 24538 members 
Mstep: Class 7 contains 412062 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 17055 members 
Mstep: Class 10 contains 10104 members 
Mstep: Class 11 contains 27007 members 
Mstep: Class 12 contains 7316 members 
Mstep: Class 13 contains 31379 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14586 members 
Mstep: Class 16 contains 11825 members 
Mstep: Class 17 contains 52419 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 2633 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 99765 members 
Mstep: Class 22 contains 12668 members 
Mstep: Class 23 contains 12087 members 
Mstep: Class 24 contains 5765 members 
Mstep: Class 25 contains 399291 members 
Mstep: Class 26 contains 5008 members 
Mstep: Class 27 contains 30126 members 
Mstep: Class 28 contains 13809 members 
Mstep: Class 29 contains 3535 members 
Mstep: Class 30 contains 6754 members 
Mstep: Class 31 contains 11646 members 
Mstep: Class 32 contains 37192 members 
Mstep: Class 33 contains 6513 members 
Mstep: Class 34 contains 15807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112984496.000000 Penalty: 118901.742188
Iteration 68Q: 35 clusters Score -1.129845e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 8183 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 7810 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 24419 members 
Mstep: Class 7 contains 412032 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 16958 members 
Mstep: Class 10 contains 10145 members 
Mstep: Class 11 contains 27035 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 31216 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14578 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 52423 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 2649 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 99744 members 
Mstep: Class 22 contains 12672 members 
Mstep: Class 23 contains 12080 members 
Mstep: Class 24 contains 5785 members 
Mstep: Class 25 contains 399487 members 
Mstep: Class 26 contains 5270 members 
Mstep: Class 27 contains 30025 members 
Mstep: Class 28 contains 13738 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 6758 members 
Mstep: Class 31 contains 11530 members 
Mstep: Class 32 contains 37173 members 
Mstep: Class 33 contains 6517 members 
Mstep: Class 34 contains 15781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112984896.000000 Penalty: 118901.742188
Iteration 69Q: 35 clusters Score -1.129849e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 8211 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 8212 members 
Mstep: Class 6 contains 24311 members 
Mstep: Class 7 contains 412004 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 16833 members 
Mstep: Class 10 contains 10187 members 
Mstep: Class 11 contains 27075 members 
Mstep: Class 12 contains 7374 members 
Mstep: Class 13 contains 31066 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14568 members 
Mstep: Class 16 contains 11690 members 
Mstep: Class 17 contains 52425 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 99715 members 
Mstep: Class 22 contains 12671 members 
Mstep: Class 23 contains 12058 members 
Mstep: Class 24 contains 5793 members 
Mstep: Class 25 contains 399684 members 
Mstep: Class 26 contains 5529 members 
Mstep: Class 27 contains 29937 members 
Mstep: Class 28 contains 13673 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 6760 members 
Mstep: Class 31 contains 11413 members 
Mstep: Class 32 contains 37149 members 
Mstep: Class 33 contains 6523 members 
Mstep: Class 34 contains 15749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985408.000000 Penalty: 118901.742188
Iteration 70Q: 35 clusters Score -1.129854e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 7802 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 6 contains 24186 members 
Mstep: Class 7 contains 411994 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 16778 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 27089 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 30903 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 52432 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 6727 members 
Mstep: Class 21 contains 99689 members 
Mstep: Class 22 contains 12676 members 
Mstep: Class 23 contains 12036 members 
Mstep: Class 24 contains 5799 members 
Mstep: Class 25 contains 399896 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 29884 members 
Mstep: Class 28 contains 13620 members 
Mstep: Class 29 contains 3529 members 
Mstep: Class 30 contains 6764 members 
Mstep: Class 31 contains 11285 members 
Mstep: Class 32 contains 37123 members 
Mstep: Class 33 contains 6534 members 
Mstep: Class 34 contains 15707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985912.000000 Penalty: 118901.742188
Iteration 71Q: 35 clusters Score -1.129859e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 6 contains 24080 members 
Mstep: Class 7 contains 411987 members 
Mstep: Class 8 contains 3661 members 
Mstep: Class 9 contains 16725 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 27108 members 
Mstep: Class 12 contains 7400 members 
Mstep: Class 13 contains 30728 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 17 contains 52439 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 99673 members 
Mstep: Class 22 contains 12678 members 
Mstep: Class 23 contains 12008 members 
Mstep: Class 24 contains 5801 members 
Mstep: Class 25 contains 400058 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 29816 members 
Mstep: Class 28 contains 13580 members 
Mstep: Class 29 contains 3536 members 
Mstep: Class 30 contains 6767 members 
Mstep: Class 31 contains 11204 members 
Mstep: Class 32 contains 37092 members 
Mstep: Class 33 contains 6538 members 
Mstep: Class 34 contains 15670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986608.000000 Penalty: 118901.742188
Iteration 72Q: 35 clusters Score -1.129866e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 8296 members 
Mstep: Class 3 contains 2395 members 
Mstep: Class 4 contains 7773 members 
Mstep: Class 5 contains 8187 members 
Mstep: Class 6 contains 23981 members 
Mstep: Class 7 contains 411989 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 16754 members 
Mstep: Class 10 contains 10241 members 
Mstep: Class 11 contains 27130 members 
Mstep: Class 12 contains 7413 members 
Mstep: Class 13 contains 30542 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14559 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 17 contains 52446 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 2709 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 99642 members 
Mstep: Class 22 contains 12679 members 
Mstep: Class 23 contains 11981 members 
Mstep: Class 24 contains 5806 members 
Mstep: Class 25 contains 400182 members 
Mstep: Class 26 contains 6134 members 
Mstep: Class 27 contains 29733 members 
Mstep: Class 28 contains 13547 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 6767 members 
Mstep: Class 31 contains 11162 members 
Mstep: Class 32 contains 37060 members 
Mstep: Class 33 contains 6541 members 
Mstep: Class 34 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986896.000000 Penalty: 118901.742188
Iteration 73Q: 35 clusters Score -1.129869e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 7757 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 6 contains 23873 members 
Mstep: Class 7 contains 411999 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 16813 members 
Mstep: Class 10 contains 10265 members 
Mstep: Class 11 contains 27161 members 
Mstep: Class 12 contains 7427 members 
Mstep: Class 13 contains 30343 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 16 contains 11361 members 
Mstep: Class 17 contains 52449 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 20 contains 6735 members 
Mstep: Class 21 contains 99606 members 
Mstep: Class 22 contains 12680 members 
Mstep: Class 23 contains 11962 members 
Mstep: Class 24 contains 5810 members 
Mstep: Class 25 contains 400253 members 
Mstep: Class 26 contains 6268 members 
Mstep: Class 27 contains 29675 members 
Mstep: Class 28 contains 13494 members 
Mstep: Class 29 contains 3528 members 
Mstep: Class 30 contains 6770 members 
Mstep: Class 31 contains 11154 members 
Mstep: Class 32 contains 37015 members 
Mstep: Class 33 contains 6542 members 
Mstep: Class 34 contains 15588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987096.000000 Penalty: 118901.742188
Iteration 74Q: 35 clusters Score -1.129871e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 8178 members 
Mstep: Class 6 contains 23790 members 
Mstep: Class 7 contains 411997 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 16927 members 
Mstep: Class 10 contains 10276 members 
Mstep: Class 11 contains 27197 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 30121 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14589 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 52452 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 20 contains 6736 members 
Mstep: Class 21 contains 99585 members 
Mstep: Class 22 contains 12680 members 
Mstep: Class 23 contains 11948 members 
Mstep: Class 24 contains 5822 members 
Mstep: Class 25 contains 400297 members 
Mstep: Class 26 contains 6383 members 
Mstep: Class 27 contains 29616 members 
Mstep: Class 28 contains 13418 members 
Mstep: Class 29 contains 3529 members 
Mstep: Class 30 contains 6769 members 
Mstep: Class 31 contains 11152 members 
Mstep: Class 32 contains 36970 members 
Mstep: Class 33 contains 6547 members 
Mstep: Class 34 contains 15556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987496.000000 Penalty: 118901.742188
Iteration 75Q: 35 clusters Score -1.129875e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 8373 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 23719 members 
Mstep: Class 7 contains 412018 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 17051 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 27218 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 29921 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14588 members 
Mstep: Class 16 contains 11212 members 
Mstep: Class 17 contains 52457 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 99554 members 
Mstep: Class 22 contains 12688 members 
Mstep: Class 23 contains 11916 members 
Mstep: Class 24 contains 5833 members 
Mstep: Class 25 contains 400340 members 
Mstep: Class 26 contains 6527 members 
Mstep: Class 27 contains 29563 members 
Mstep: Class 28 contains 13322 members 
Mstep: Class 29 contains 3522 members 
Mstep: Class 30 contains 6766 members 
Mstep: Class 31 contains 11150 members 
Mstep: Class 32 contains 36922 members 
Mstep: Class 33 contains 6553 members 
Mstep: Class 34 contains 15526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112988008.000000 Penalty: 118901.742188
Iteration 76Q: 35 clusters Score -1.12988e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 7691 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 23697 members 
Mstep: Class 7 contains 412036 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 17171 members 
Mstep: Class 10 contains 10292 members 
Mstep: Class 11 contains 27262 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 29731 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 52462 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 2765 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 99530 members 
Mstep: Class 22 contains 12690 members 
Mstep: Class 23 contains 11862 members 
Mstep: Class 24 contains 5839 members 
Mstep: Class 25 contains 400338 members 
Mstep: Class 26 contains 6657 members 
Mstep: Class 27 contains 29504 members 
Mstep: Class 28 contains 13213 members 
Mstep: Class 29 contains 3522 members 
Mstep: Class 30 contains 6761 members 
Mstep: Class 31 contains 11178 members 
Mstep: Class 32 contains 36879 members 
Mstep: Class 33 contains 6555 members 
Mstep: Class 34 contains 15495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112988296.000000 Penalty: 118901.742188
Iteration 77Q: 35 clusters Score -1.129883e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 7669 members 
Mstep: Class 5 contains 8169 members 
Mstep: Class 6 contains 23701 members 
Mstep: Class 7 contains 412054 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 9 contains 17359 members 
Mstep: Class 10 contains 10293 members 
Mstep: Class 11 contains 27316 members 
Mstep: Class 12 contains 7489 members 
Mstep: Class 13 contains 29538 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14590 members 
Mstep: Class 16 contains 11025 members 
Mstep: Class 17 contains 52468 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 2773 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 99513 members 
Mstep: Class 22 contains 12691 members 
Mstep: Class 23 contains 11813 members 
Mstep: Class 24 contains 5850 members 
Mstep: Class 25 contains 400316 members 
Mstep: Class 26 contains 6772 members 
Mstep: Class 27 contains 29453 members 
Mstep: Class 28 contains 13078 members 
Mstep: Class 29 contains 3523 members 
Mstep: Class 30 contains 6752 members 
Mstep: Class 31 contains 11245 members 
Mstep: Class 32 contains 36830 members 
Mstep: Class 33 contains 6560 members 
Mstep: Class 34 contains 15455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112988040.000000 Penalty: 118901.742188
Iteration 78Q: 35 clusters Score -1.12988e+08 nChanged 1710
Entering ConstructFrom: 
Score: -112988040.000000 Penalty: 118901.742188
Entering ConstructFrom: 
Trying to split cluster 1 (20476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Entering Unmasked Estep 
Score: -1792463.375000 Penalty: 2461.898193
	Iteration 0F: 2 clusters Score -1792463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1778019.000000 Penalty: 4923.796387
	Iteration 0F: 3 clusters Score -1778019 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1782891.250000 Penalty: 4923.796387
	Iteration 1F: 3 clusters Score -1782891 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1783299.500000 Penalty: 4923.796387
	Iteration 2F: 3 clusters Score -1783300 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1783639.750000 Penalty: 4923.796387
	Iteration 3Q: 3 clusters Score -1783640 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1783962.125000 Penalty: 4923.796387
	Iteration 4Q: 3 clusters Score -1783962 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1784290.250000 Penalty: 4923.796387
	Iteration 5Q: 3 clusters Score -1784290 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1784644.125000 Penalty: 4923.796387
	Iteration 6Q: 3 clusters Score -1784644 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1785081.750000 Penalty: 4923.796387
	Iteration 7Q: 3 clusters Score -1785082 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1785616.500000 Penalty: 4923.796387
	Iteration 8Q: 3 clusters Score -1785616 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1786285.000000 Penalty: 4923.796387
	Iteration 9F: 3 clusters Score -1786285 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1787137.000000 Penalty: 4923.796387
	Iteration 10F: 3 clusters Score -1787137 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1788058.875000 Penalty: 4923.796387
	Iteration 11F: 3 clusters Score -1788059 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1788856.250000 Penalty: 4923.796387
	Iteration 12Q: 3 clusters Score -1788856 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1789450.000000 Penalty: 4923.796387
	Iteration 13Q: 3 clusters Score -1789450 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1789832.250000 Penalty: 4923.796387
	Iteration 14Q: 3 clusters Score -1789832 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1790056.875000 Penalty: 4923.796387
	Iteration 15Q: 3 clusters Score -1790057 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1790163.875000 Penalty: 4923.796387
	Iteration 16Q: 3 clusters Score -1790164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1790233.000000 Penalty: 4923.796387
	Iteration 17Q: 3 clusters Score -1790233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1790281.625000 Penalty: 4923.796387
	Iteration 18Q: 3 clusters Score -1790282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1790326.625000 Penalty: 4923.796387
	Iteration 19Q: 3 clusters Score -1790327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1790356.125000 Penalty: 4923.796387
	Iteration 20F: 3 clusters Score -1790356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1790375.500000 Penalty: 4923.796387
	Iteration 21Q: 3 clusters Score -1790376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1790383.625000 Penalty: 4923.796387
	Iteration 22Q: 3 clusters Score -1790384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1790388.000000 Penalty: 4923.796387
	Iteration 23Q: 3 clusters Score -1790388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1790395.250000 Penalty: 4923.796387
	Iteration 24Q: 3 clusters Score -1790395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1790405.250000 Penalty: 4923.796387
	Iteration 25Q: 3 clusters Score -1790405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1790415.000000 Penalty: 4923.796387
	Iteration 26Q: 3 clusters Score -1790415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1790419.875000 Penalty: 4923.796387
	Iteration 27Q: 3 clusters Score -1790420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1790425.000000 Penalty: 4923.796387
	Iteration 28Q: 3 clusters Score -1790425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1790436.500000 Penalty: 4923.796387
	Iteration 29Q: 3 clusters Score -1790436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1790443.375000 Penalty: 4923.796387
	Iteration 30Q: 3 clusters Score -1790443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1790446.875000 Penalty: 4923.796387
	Iteration 31Q: 3 clusters Score -1790447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1790448.875000 Penalty: 4923.796387
	Iteration 32Q: 3 clusters Score -1790449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1790451.000000 Penalty: 4923.796387
	Iteration 33Q: 3 clusters Score -1790451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1790459.000000 Penalty: 4923.796387
	Iteration 34Q: 3 clusters Score -1790459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1790462.000000 Penalty: 4923.796387
	Iteration 35Q: 3 clusters Score -1790462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1790469.250000 Penalty: 4923.796387
	Iteration 36Q: 3 clusters Score -1790469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1790474.000000 Penalty: 4923.796387
	Iteration 37Q: 3 clusters Score -1790474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1790472.500000 Penalty: 4923.796387
	Iteration 38Q: 3 clusters Score -1790472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1790474.750000 Penalty: 4923.796387
	Iteration 39Q: 3 clusters Score -1790475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1790480.000000 Penalty: 4923.796387
	Iteration 40F: 3 clusters Score -1790480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1790483.500000 Penalty: 4923.796387
	Iteration 41Q: 3 clusters Score -1790484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1790486.875000 Penalty: 4923.796387
	Iteration 42Q: 3 clusters Score -1790487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1790491.000000 Penalty: 4923.796387
	Iteration 43Q: 3 clusters Score -1790491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1790491.250000 Penalty: 4923.796387
	Iteration 44Q: 3 clusters Score -1790491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1790491.250000 Penalty: 4923.796387
	Iteration 45F: 3 clusters Score -1790491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Entering Unmasked Estep 
Score: -707869.812500 Penalty: 2243.947021
	Iteration 0F: 2 clusters Score -707869.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -701130.250000 Penalty: 4487.894043
	Iteration 0F: 3 clusters Score -701130.2 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -703122.000000 Penalty: 4487.894043
	Iteration 1F: 3 clusters Score -703122 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -703624.312500 Penalty: 4487.894043
	Iteration 2F: 3 clusters Score -703624.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -704095.437500 Penalty: 4487.894043
	Iteration 3F: 3 clusters Score -704095.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -704563.750000 Penalty: 4487.894043
	Iteration 4F: 3 clusters Score -704563.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -704992.750000 Penalty: 4487.894043
	Iteration 5F: 3 clusters Score -704992.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -705300.187500 Penalty: 4487.894043
	Iteration 6F: 3 clusters Score -705300.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -705506.500000 Penalty: 4487.894043
	Iteration 7Q: 3 clusters Score -705506.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -705639.062500 Penalty: 4487.894043
	Iteration 8Q: 3 clusters Score -705639.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -705708.062500 Penalty: 4487.894043
	Iteration 9Q: 3 clusters Score -705708.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -705746.937500 Penalty: 4487.894043
	Iteration 10Q: 3 clusters Score -705746.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -705767.625000 Penalty: 4487.894043
	Iteration 11Q: 3 clusters Score -705767.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -705782.000000 Penalty: 4487.894043
	Iteration 12Q: 3 clusters Score -705782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -705790.187500 Penalty: 4487.894043
	Iteration 13Q: 3 clusters Score -705790.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -705796.250000 Penalty: 4487.894043
	Iteration 14Q: 3 clusters Score -705796.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -705801.687500 Penalty: 4487.894043
	Iteration 15Q: 3 clusters Score -705801.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -705806.687500 Penalty: 4487.894043
	Iteration 16Q: 3 clusters Score -705806.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -705814.437500 Penalty: 4487.894043
	Iteration 17Q: 3 clusters Score -705814.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -705818.500000 Penalty: 4487.894043
	Iteration 18Q: 3 clusters Score -705818.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -705822.062500 Penalty: 4487.894043
	Iteration 19Q: 3 clusters Score -705822.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -705820.500000 Penalty: 4487.894043
	Iteration 20F: 3 clusters Score -705820.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -705825.312500 Penalty: 4487.894043
	Iteration 21Q: 3 clusters Score -705825.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -705825.562500 Penalty: 4487.894043
	Iteration 22Q: 3 clusters Score -705825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -705828.500000 Penalty: 4487.894043
	Iteration 23Q: 3 clusters Score -705828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -705829.625000 Penalty: 4487.894043
	Iteration 24Q: 3 clusters Score -705829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -705829.062500 Penalty: 4487.894043
	Iteration 25Q: 3 clusters Score -705829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -705831.187500 Penalty: 4487.894043
	Iteration 26Q: 3 clusters Score -705831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -705830.062500 Penalty: 4487.894043
	Iteration 27Q: 3 clusters Score -705830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -705831.312500 Penalty: 4487.894043
	Iteration 28Q: 3 clusters Score -705831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -705832.375000 Penalty: 4487.894043
	Iteration 29Q: 3 clusters Score -705832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -705832.375000 Penalty: 4487.894043
	Iteration 30F: 3 clusters Score -705832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -199436.468750 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -199436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -196526.375000 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -196526.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -197181.906250 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -197181.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -197514.265625 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -197514.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -197839.093750 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -197839.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -198191.234375 Penalty: 3868.474365
	Iteration 4F: 3 clusters Score -198191.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -198391.968750 Penalty: 3868.474365
	Iteration 5F: 3 clusters Score -198392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -198512.687500 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -198512.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -198568.156250 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -198568.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -198604.937500 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -198604.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -198627.250000 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -198627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -198634.843750 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -198634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -198638.453125 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -198638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -198640.953125 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -198641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -198641.531250 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -198641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -198641.531250 Penalty: 3868.474365
	Iteration 14F: 3 clusters Score -198641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Entering Unmasked Estep 
Score: -566371.875000 Penalty: 2218.377930
	Iteration 0F: 2 clusters Score -566371.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -560208.437500 Penalty: 4436.755859
	Iteration 0F: 3 clusters Score -560208.4 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -562076.562500 Penalty: 4436.755859
	Iteration 1F: 3 clusters Score -562076.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -562692.500000 Penalty: 4436.755859
	Iteration 2F: 3 clusters Score -562692.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -563349.937500 Penalty: 4436.755859
	Iteration 3F: 3 clusters Score -563349.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -563933.500000 Penalty: 4436.755859
	Iteration 4F: 3 clusters Score -563933.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -564375.812500 Penalty: 4436.755859
	Iteration 5F: 3 clusters Score -564375.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -564678.750000 Penalty: 4436.755859
	Iteration 6F: 3 clusters Score -564678.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -564886.937500 Penalty: 4436.755859
	Iteration 7Q: 3 clusters Score -564886.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -565022.562500 Penalty: 4436.755859
	Iteration 8Q: 3 clusters Score -565022.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -565108.250000 Penalty: 4436.755859
	Iteration 9Q: 3 clusters Score -565108.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -565163.562500 Penalty: 4436.755859
	Iteration 10Q: 3 clusters Score -565163.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -565199.125000 Penalty: 4436.755859
	Iteration 11Q: 3 clusters Score -565199.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -565223.375000 Penalty: 4436.755859
	Iteration 12Q: 3 clusters Score -565223.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -565231.375000 Penalty: 4436.755859
	Iteration 13Q: 3 clusters Score -565231.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -565238.062500 Penalty: 4436.755859
	Iteration 14Q: 3 clusters Score -565238.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -565241.875000 Penalty: 4436.755859
	Iteration 15Q: 3 clusters Score -565241.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -565245.562500 Penalty: 4436.755859
	Iteration 16Q: 3 clusters Score -565245.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -565247.562500 Penalty: 4436.755859
	Iteration 17Q: 3 clusters Score -565247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -565248.000000 Penalty: 4436.755859
	Iteration 18Q: 3 clusters Score -565248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -565253.250000 Penalty: 4436.755859
	Iteration 19Q: 3 clusters Score -565253.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -565258.000000 Penalty: 4436.755859
	Iteration 20F: 3 clusters Score -565258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -565263.125000 Penalty: 4436.755859
	Iteration 21Q: 3 clusters Score -565263.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -565278.125000 Penalty: 4436.755859
	Iteration 22Q: 3 clusters Score -565278.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -565287.000000 Penalty: 4436.755859
	Iteration 23Q: 3 clusters Score -565287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -565296.562500 Penalty: 4436.755859
	Iteration 24Q: 3 clusters Score -565296.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -565310.437500 Penalty: 4436.755859
	Iteration 25Q: 3 clusters Score -565310.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -565326.000000 Penalty: 4436.755859
	Iteration 26Q: 3 clusters Score -565326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -565338.375000 Penalty: 4436.755859
	Iteration 27Q: 3 clusters Score -565338.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -565344.000000 Penalty: 4436.755859
	Iteration 28Q: 3 clusters Score -565344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -565348.062500 Penalty: 4436.755859
	Iteration 29Q: 3 clusters Score -565348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -565350.375000 Penalty: 4436.755859
	Iteration 30Q: 3 clusters Score -565350.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -565352.187500 Penalty: 4436.755859
	Iteration 31Q: 3 clusters Score -565352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -565352.500000 Penalty: 4436.755859
	Iteration 32Q: 3 clusters Score -565352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -565351.687500 Penalty: 4436.755859
	Iteration 33Q: 3 clusters Score -565351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -565354.375000 Penalty: 4436.755859
	Iteration 34Q: 3 clusters Score -565354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -565355.937500 Penalty: 4436.755859
	Iteration 35Q: 3 clusters Score -565355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -565358.125000 Penalty: 4436.755859
	Iteration 36Q: 3 clusters Score -565358.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -565358.687500 Penalty: 4436.755859
	Iteration 37Q: 3 clusters Score -565358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -565360.562500 Penalty: 4436.755859
	Iteration 38Q: 3 clusters Score -565360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -565360.625000 Penalty: 4436.755859
	Iteration 39Q: 3 clusters Score -565360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -565361.250000 Penalty: 4436.755859
	Iteration 40F: 3 clusters Score -565361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -565362.625000 Penalty: 4436.755859
	Iteration 41Q: 3 clusters Score -565362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -565363.312500 Penalty: 4436.755859
	Iteration 42Q: 3 clusters Score -565363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -565362.625000 Penalty: 4436.755859
	Iteration 43Q: 3 clusters Score -565362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -565363.937500 Penalty: 4436.755859
	Iteration 44Q: 3 clusters Score -565363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -565364.625000 Penalty: 4436.755859
	Iteration 45Q: 3 clusters Score -565364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -565364.375000 Penalty: 4436.755859
	Iteration 46Q: 3 clusters Score -565364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -565366.687500 Penalty: 4436.755859
	Iteration 47Q: 3 clusters Score -565366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -565367.000000 Penalty: 4436.755859
	Iteration 48Q: 3 clusters Score -565367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -565367.187500 Penalty: 4436.755859
	Iteration 49Q: 3 clusters Score -565367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -565367.187500 Penalty: 4436.755859
	Iteration 50F: 3 clusters Score -565367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -696039.437500 Penalty: 2233.796631
	Iteration 0F: 2 clusters Score -696039.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -689491.000000 Penalty: 4467.593262
	Iteration 0F: 3 clusters Score -689491 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -691555.500000 Penalty: 4467.593262
	Iteration 1F: 3 clusters Score -691555.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -692092.812500 Penalty: 4467.593262
	Iteration 2F: 3 clusters Score -692092.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -692466.625000 Penalty: 4467.593262
	Iteration 3F: 3 clusters Score -692466.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -692748.500000 Penalty: 4467.593262
	Iteration 4F: 3 clusters Score -692748.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -692966.375000 Penalty: 4467.593262
	Iteration 5F: 3 clusters Score -692966.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -693180.750000 Penalty: 4467.593262
	Iteration 6Q: 3 clusters Score -693180.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -693423.687500 Penalty: 4467.593262
	Iteration 7Q: 3 clusters Score -693423.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -693685.125000 Penalty: 4467.593262
	Iteration 8Q: 3 clusters Score -693685.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -693992.750000 Penalty: 4467.593262
	Iteration 9F: 3 clusters Score -693992.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -694308.062500 Penalty: 4467.593262
	Iteration 10Q: 3 clusters Score -694308.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -694563.375000 Penalty: 4467.593262
	Iteration 11Q: 3 clusters Score -694563.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -694780.687500 Penalty: 4467.593262
	Iteration 12Q: 3 clusters Score -694780.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -694967.437500 Penalty: 4467.593262
	Iteration 13Q: 3 clusters Score -694967.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -695112.000000 Penalty: 4467.593262
	Iteration 14Q: 3 clusters Score -695112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -695236.687500 Penalty: 4467.593262
	Iteration 15Q: 3 clusters Score -695236.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -695333.375000 Penalty: 4467.593262
	Iteration 16Q: 3 clusters Score -695333.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -695385.812500 Penalty: 4467.593262
	Iteration 17Q: 3 clusters Score -695385.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -695419.562500 Penalty: 4467.593262
	Iteration 18Q: 3 clusters Score -695419.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -695451.625000 Penalty: 4467.593262
	Iteration 19Q: 3 clusters Score -695451.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -695477.125000 Penalty: 4467.593262
	Iteration 20F: 3 clusters Score -695477.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -695500.187500 Penalty: 4467.593262
	Iteration 21Q: 3 clusters Score -695500.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -695516.000000 Penalty: 4467.593262
	Iteration 22Q: 3 clusters Score -695516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -695529.437500 Penalty: 4467.593262
	Iteration 23Q: 3 clusters Score -695529.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -695541.000000 Penalty: 4467.593262
	Iteration 24Q: 3 clusters Score -695541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -695546.312500 Penalty: 4467.593262
	Iteration 25Q: 3 clusters Score -695546.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -695547.687500 Penalty: 4467.593262
	Iteration 26Q: 3 clusters Score -695547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -695552.937500 Penalty: 4467.593262
	Iteration 27Q: 3 clusters Score -695552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -695555.187500 Penalty: 4467.593262
	Iteration 28Q: 3 clusters Score -695555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -695557.000000 Penalty: 4467.593262
	Iteration 29Q: 3 clusters Score -695557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -695557.750000 Penalty: 4467.593262
	Iteration 30Q: 3 clusters Score -695557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -695559.562500 Penalty: 4467.593262
	Iteration 31Q: 3 clusters Score -695559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -695559.937500 Penalty: 4467.593262
	Iteration 32Q: 3 clusters Score -695559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -695559.687500 Penalty: 4467.593262
	Iteration 33Q: 3 clusters Score -695559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -695559.875000 Penalty: 4467.593262
	Iteration 34Q: 3 clusters Score -695559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -695560.500000 Penalty: 4467.593262
	Iteration 35Q: 3 clusters Score -695560.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -695560.500000 Penalty: 4467.593262
	Iteration 36F: 3 clusters Score -695560.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Entering Unmasked Estep 
Score: -2095286.875000 Penalty: 2498.150635
	Iteration 0F: 2 clusters Score -2095287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2078819.375000 Penalty: 4996.301270
	Iteration 0F: 3 clusters Score -2078819 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2084453.750000 Penalty: 4996.301270
	Iteration 1F: 3 clusters Score -2084454 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2084861.875000 Penalty: 4996.301270
	Iteration 2F: 3 clusters Score -2084862 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2085198.250000 Penalty: 4996.301270
	Iteration 3Q: 3 clusters Score -2085198 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2085499.125000 Penalty: 4996.301270
	Iteration 4Q: 3 clusters Score -2085499 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2085798.750000 Penalty: 4996.301270
	Iteration 5Q: 3 clusters Score -2085799 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2086133.875000 Penalty: 4996.301270
	Iteration 6Q: 3 clusters Score -2086134 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2086537.125000 Penalty: 4996.301270
	Iteration 7Q: 3 clusters Score -2086537 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2087033.500000 Penalty: 4996.301270
	Iteration 8Q: 3 clusters Score -2087034 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2087717.375000 Penalty: 4996.301270
	Iteration 9F: 3 clusters Score -2087717 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2088609.500000 Penalty: 4996.301270
	Iteration 10F: 3 clusters Score -2088610 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2089672.625000 Penalty: 4996.301270
	Iteration 11F: 3 clusters Score -2089673 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2090786.000000 Penalty: 4996.301270
	Iteration 12F: 3 clusters Score -2090786 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2091592.625000 Penalty: 4996.301270
	Iteration 13Q: 3 clusters Score -2091593 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2092101.750000 Penalty: 4996.301270
	Iteration 14Q: 3 clusters Score -2092102 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2092389.250000 Penalty: 4996.301270
	Iteration 15Q: 3 clusters Score -2092389 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2092541.000000 Penalty: 4996.301270
	Iteration 16Q: 3 clusters Score -2092541 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2092653.875000 Penalty: 4996.301270
	Iteration 17Q: 3 clusters Score -2092654 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2092753.875000 Penalty: 4996.301270
	Iteration 18Q: 3 clusters Score -2092754 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2092852.375000 Penalty: 4996.301270
	Iteration 19Q: 3 clusters Score -2092852 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2092939.250000 Penalty: 4996.301270
	Iteration 20F: 3 clusters Score -2092939 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2093007.750000 Penalty: 4996.301270
	Iteration 21Q: 3 clusters Score -2093008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2093066.000000 Penalty: 4996.301270
	Iteration 22Q: 3 clusters Score -2093066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2093115.500000 Penalty: 4996.301270
	Iteration 23Q: 3 clusters Score -2093116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2093159.875000 Penalty: 4996.301270
	Iteration 24Q: 3 clusters Score -2093160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2093194.125000 Penalty: 4996.301270
	Iteration 25Q: 3 clusters Score -2093194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2093216.750000 Penalty: 4996.301270
	Iteration 26Q: 3 clusters Score -2093217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2093234.875000 Penalty: 4996.301270
	Iteration 27Q: 3 clusters Score -2093235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2093242.625000 Penalty: 4996.301270
	Iteration 28Q: 3 clusters Score -2093243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2093247.625000 Penalty: 4996.301270
	Iteration 29Q: 3 clusters Score -2093248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2093260.500000 Penalty: 4996.301270
	Iteration 30Q: 3 clusters Score -2093260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2093260.750000 Penalty: 4996.301270
	Iteration 31Q: 3 clusters Score -2093261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2093269.625000 Penalty: 4996.301270
	Iteration 32Q: 3 clusters Score -2093270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2093276.750000 Penalty: 4996.301270
	Iteration 33Q: 3 clusters Score -2093277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2093279.750000 Penalty: 4996.301270
	Iteration 34Q: 3 clusters Score -2093280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2093286.750000 Penalty: 4996.301270
	Iteration 35Q: 3 clusters Score -2093287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2093291.125000 Penalty: 4996.301270
	Iteration 36Q: 3 clusters Score -2093291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2093288.375000 Penalty: 4996.301270
	Iteration 37Q: 3 clusters Score -2093288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2093286.500000 Penalty: 4996.301270
	Iteration 38Q: 3 clusters Score -2093286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2093290.250000 Penalty: 4996.301270
	Iteration 39Q: 3 clusters Score -2093290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2093291.125000 Penalty: 4996.301270
	Iteration 40F: 3 clusters Score -2093291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2093295.125000 Penalty: 4996.301270
	Iteration 41Q: 3 clusters Score -2093295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2093292.000000 Penalty: 4996.301270
	Iteration 42Q: 3 clusters Score -2093292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2093292.500000 Penalty: 4996.301270
	Iteration 43Q: 3 clusters Score -2093292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2093291.625000 Penalty: 4996.301270
	Iteration 44Q: 3 clusters Score -2093292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2093295.375000 Penalty: 4996.301270
	Iteration 45Q: 3 clusters Score -2093295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2093301.125000 Penalty: 4996.301270
	Iteration 46Q: 3 clusters Score -2093301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2093302.250000 Penalty: 4996.301270
	Iteration 47Q: 3 clusters Score -2093302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2093303.625000 Penalty: 4996.301270
	Iteration 48Q: 3 clusters Score -2093304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2093307.000000 Penalty: 4996.301270
	Iteration 49Q: 3 clusters Score -2093307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2093307.750000 Penalty: 4996.301270
	Iteration 50Q: 3 clusters Score -2093308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2093311.500000 Penalty: 4996.301270
	Iteration 51Q: 3 clusters Score -2093312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2093310.750000 Penalty: 4996.301270
	Iteration 52Q: 3 clusters Score -2093311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2093311.125000 Penalty: 4996.301270
	Iteration 53Q: 3 clusters Score -2093311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2093311.125000 Penalty: 4996.301270
	Iteration 54F: 3 clusters Score -2093311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (412057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412057 members 
Entering Unmasked Estep 
Score: -36406844.000000 Penalty: 3206.371338
	Iteration 0F: 2 clusters Score -3.640684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206195 members 
Mstep: Class 2 contains 205862 members 
Entering Unmasked Estep 
Score: -36129140.000000 Penalty: 6412.742676
	Iteration 0F: 3 clusters Score -3.612914e+07 nChanged 199973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208196 members 
Mstep: Class 2 contains 203861 members 
Entering Unmasked Estep 
Score: -36248512.000000 Penalty: 6412.742676
	Iteration 1F: 3 clusters Score -3.624851e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210430 members 
Mstep: Class 2 contains 201627 members 
Entering Unmasked Estep 
Score: -36249536.000000 Penalty: 6412.742676
	Iteration 2Q: 3 clusters Score -3.624954e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214310 members 
Mstep: Class 2 contains 197747 members 
Entering Unmasked Estep 
Score: -36250952.000000 Penalty: 6412.742676
	Iteration 3Q: 3 clusters Score -3.625095e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220547 members 
Mstep: Class 2 contains 191510 members 
Entering Unmasked Estep 
Score: -36252908.000000 Penalty: 6412.742676
	Iteration 4Q: 3 clusters Score -3.625291e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230629 members 
Mstep: Class 2 contains 181428 members 
Entering Unmasked Estep 
Score: -36256736.000000 Penalty: 6412.742676
	Iteration 5Q: 3 clusters Score -3.625674e+07 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246682 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -36265192.000000 Penalty: 6412.742676
	Iteration 6Q: 3 clusters Score -3.626519e+07 nChanged 27217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271161 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -36281344.000000 Penalty: 6412.742676
	Iteration 7F: 3 clusters Score -3.628134e+07 nChanged 34625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303372 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -36307980.000000 Penalty: 6412.742676
	Iteration 8F: 3 clusters Score -3.630798e+07 nChanged 36417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338217 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -36340176.000000 Penalty: 6412.742676
	Iteration 9F: 3 clusters Score -3.634018e+07 nChanged 29761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367202 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -36366572.000000 Penalty: 6412.742676
	Iteration 10F: 3 clusters Score -3.636657e+07 nChanged 19939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386937 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -36383740.000000 Penalty: 6412.742676
	Iteration 11Q: 3 clusters Score -3.638374e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399175 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -36394104.000000 Penalty: 6412.742676
	Iteration 12Q: 3 clusters Score -3.63941e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405853 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -36399852.000000 Penalty: 6412.742676
	Iteration 13Q: 3 clusters Score -3.639985e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408920 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -36402376.000000 Penalty: 6412.742676
	Iteration 14Q: 3 clusters Score -3.640238e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410176 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -36403204.000000 Penalty: 6412.742676
	Iteration 15Q: 3 clusters Score -3.64032e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410675 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -36403620.000000 Penalty: 6412.742676
	Iteration 16Q: 3 clusters Score -3.640362e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410912 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -36403840.000000 Penalty: 6412.742676
	Iteration 17Q: 3 clusters Score -3.640384e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411046 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -36403932.000000 Penalty: 6412.742676
	Iteration 18Q: 3 clusters Score -3.640393e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411130 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -36404012.000000 Penalty: 6412.742676
	Iteration 19Q: 3 clusters Score -3.640401e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411186 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -36404072.000000 Penalty: 6412.742676
	Iteration 20F: 3 clusters Score -3.640407e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411223 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -36404148.000000 Penalty: 6412.742676
	Iteration 21Q: 3 clusters Score -3.640415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411250 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -36404140.000000 Penalty: 6412.742676
	Iteration 22Q: 3 clusters Score -3.640414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411276 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -36404196.000000 Penalty: 6412.742676
	Iteration 23Q: 3 clusters Score -3.64042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411282 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -36404168.000000 Penalty: 6412.742676
	Iteration 24Q: 3 clusters Score -3.640417e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411292 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -36404172.000000 Penalty: 6412.742676
	Iteration 25Q: 3 clusters Score -3.640417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411310 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -36404204.000000 Penalty: 6412.742676
	Iteration 26Q: 3 clusters Score -3.64042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411330 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -36404216.000000 Penalty: 6412.742676
	Iteration 27Q: 3 clusters Score -3.640422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411342 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -36404192.000000 Penalty: 6412.742676
	Iteration 28Q: 3 clusters Score -3.640419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -36404232.000000 Penalty: 6412.742676
	Iteration 29Q: 3 clusters Score -3.640423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -36404240.000000 Penalty: 6412.742676
	Iteration 30Q: 3 clusters Score -3.640424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411341 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -36404228.000000 Penalty: 6412.742676
	Iteration 31Q: 3 clusters Score -3.640423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -36404260.000000 Penalty: 6412.742676
	Iteration 32Q: 3 clusters Score -3.640426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -36404248.000000 Penalty: 6412.742676
	Iteration 33Q: 3 clusters Score -3.640425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411346 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -36404260.000000 Penalty: 6412.742676
	Iteration 34Q: 3 clusters Score -3.640426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411350 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -36404260.000000 Penalty: 6412.742676
	Iteration 35Q: 3 clusters Score -3.640426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411353 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -36404236.000000 Penalty: 6412.742676
	Iteration 36Q: 3 clusters Score -3.640424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411350 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -36404264.000000 Penalty: 6412.742676
	Iteration 37Q: 3 clusters Score -3.640426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411353 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -36404264.000000 Penalty: 6412.742676
	Iteration 38Q: 3 clusters Score -3.640426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411352 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -36404256.000000 Penalty: 6412.742676
	Iteration 39Q: 3 clusters Score -3.640426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411353 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -36404268.000000 Penalty: 6412.742676
	Iteration 40F: 3 clusters Score -3.640427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411360 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -36404252.000000 Penalty: 6412.742676
	Iteration 41Q: 3 clusters Score -3.640425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411361 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -36404264.000000 Penalty: 6412.742676
	Iteration 42Q: 3 clusters Score -3.640426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411363 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -36404256.000000 Penalty: 6412.742676
	Iteration 43Q: 3 clusters Score -3.640426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411364 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -36404264.000000 Penalty: 6412.742676
	Iteration 44Q: 3 clusters Score -3.640426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411364 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -36404260.000000 Penalty: 6412.742676
	Iteration 45Q: 3 clusters Score -3.640426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411368 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -36404272.000000 Penalty: 6412.742676
	Iteration 46Q: 3 clusters Score -3.640427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411371 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -36404260.000000 Penalty: 6412.742676
	Iteration 47Q: 3 clusters Score -3.640426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411372 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -36404272.000000 Penalty: 6412.742676
	Iteration 48Q: 3 clusters Score -3.640427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411373 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -36404264.000000 Penalty: 6412.742676
	Iteration 49Q: 3 clusters Score -3.640426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411376 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -36404268.000000 Penalty: 6412.742676
	Iteration 50Q: 3 clusters Score -3.640427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411381 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -36404268.000000 Penalty: 6412.742676
	Iteration 51Q: 3 clusters Score -3.640427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411379 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -36404248.000000 Penalty: 6412.742676
	Iteration 52Q: 3 clusters Score -3.640425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411378 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -36404260.000000 Penalty: 6412.742676
	Iteration 53Q: 3 clusters Score -3.640426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411374 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -36404264.000000 Penalty: 6412.742676
	Iteration 54Q: 3 clusters Score -3.640426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411374 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -36404280.000000 Penalty: 6412.742676
	Iteration 55Q: 3 clusters Score -3.640428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411375 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -36404272.000000 Penalty: 6412.742676
	Iteration 56Q: 3 clusters Score -3.640427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411375 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -36404272.000000 Penalty: 6412.742676
	Iteration 57F: 3 clusters Score -3.640427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -312636.187500 Penalty: 2043.026123
	Iteration 0F: 2 clusters Score -312636.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -308857.218750 Penalty: 4086.052246
	Iteration 0F: 3 clusters Score -308857.2 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -309720.531250 Penalty: 4086.052246
	Iteration 1F: 3 clusters Score -309720.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -309912.156250 Penalty: 4086.052246
	Iteration 2F: 3 clusters Score -309912.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -310016.000000 Penalty: 4086.052246
	Iteration 3Q: 3 clusters Score -310016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -310085.687500 Penalty: 4086.052246
	Iteration 4Q: 3 clusters Score -310085.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -310137.500000 Penalty: 4086.052246
	Iteration 5Q: 3 clusters Score -310137.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -310174.875000 Penalty: 4086.052246
	Iteration 6Q: 3 clusters Score -310174.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -310207.937500 Penalty: 4086.052246
	Iteration 7Q: 3 clusters Score -310207.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -310234.000000 Penalty: 4086.052246
	Iteration 8Q: 3 clusters Score -310234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -310250.812500 Penalty: 4086.052246
	Iteration 9Q: 3 clusters Score -310250.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -310270.718750 Penalty: 4086.052246
	Iteration 10Q: 3 clusters Score -310270.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -310287.125000 Penalty: 4086.052246
	Iteration 11Q: 3 clusters Score -310287.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -310303.468750 Penalty: 4086.052246
	Iteration 12Q: 3 clusters Score -310303.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -310316.593750 Penalty: 4086.052246
	Iteration 13Q: 3 clusters Score -310316.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -310328.156250 Penalty: 4086.052246
	Iteration 14Q: 3 clusters Score -310328.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -310340.218750 Penalty: 4086.052246
	Iteration 15Q: 3 clusters Score -310340.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -310354.281250 Penalty: 4086.052246
	Iteration 16Q: 3 clusters Score -310354.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -310367.000000 Penalty: 4086.052246
	Iteration 17Q: 3 clusters Score -310367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -310378.125000 Penalty: 4086.052246
	Iteration 18Q: 3 clusters Score -310378.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -310388.656250 Penalty: 4086.052246
	Iteration 19Q: 3 clusters Score -310388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -310400.468750 Penalty: 4086.052246
	Iteration 20F: 3 clusters Score -310400.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -310413.625000 Penalty: 4086.052246
	Iteration 21Q: 3 clusters Score -310413.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -310425.031250 Penalty: 4086.052246
	Iteration 22Q: 3 clusters Score -310425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -310437.875000 Penalty: 4086.052246
	Iteration 23Q: 3 clusters Score -310437.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -310450.687500 Penalty: 4086.052246
	Iteration 24Q: 3 clusters Score -310450.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -310463.906250 Penalty: 4086.052246
	Iteration 25Q: 3 clusters Score -310463.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -310475.187500 Penalty: 4086.052246
	Iteration 26Q: 3 clusters Score -310475.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -310485.375000 Penalty: 4086.052246
	Iteration 27Q: 3 clusters Score -310485.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -310496.218750 Penalty: 4086.052246
	Iteration 28Q: 3 clusters Score -310496.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -310508.750000 Penalty: 4086.052246
	Iteration 29Q: 3 clusters Score -310508.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -310521.812500 Penalty: 4086.052246
	Iteration 30Q: 3 clusters Score -310521.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -310529.812500 Penalty: 4086.052246
	Iteration 31Q: 3 clusters Score -310529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -310535.593750 Penalty: 4086.052246
	Iteration 32Q: 3 clusters Score -310535.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -310544.281250 Penalty: 4086.052246
	Iteration 33Q: 3 clusters Score -310544.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -310554.937500 Penalty: 4086.052246
	Iteration 34Q: 3 clusters Score -310554.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -310570.000000 Penalty: 4086.052246
	Iteration 35Q: 3 clusters Score -310570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -310584.718750 Penalty: 4086.052246
	Iteration 36Q: 3 clusters Score -310584.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -310599.718750 Penalty: 4086.052246
	Iteration 37Q: 3 clusters Score -310599.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -310610.125000 Penalty: 4086.052246
	Iteration 38Q: 3 clusters Score -310610.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -310621.218750 Penalty: 4086.052246
	Iteration 39Q: 3 clusters Score -310621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -310628.375000 Penalty: 4086.052246
	Iteration 40F: 3 clusters Score -310628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -310635.000000 Penalty: 4086.052246
	Iteration 41Q: 3 clusters Score -310635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -310646.343750 Penalty: 4086.052246
	Iteration 42Q: 3 clusters Score -310646.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -310659.281250 Penalty: 4086.052246
	Iteration 43Q: 3 clusters Score -310659.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -310668.500000 Penalty: 4086.052246
	Iteration 44Q: 3 clusters Score -310668.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -310679.343750 Penalty: 4086.052246
	Iteration 45Q: 3 clusters Score -310679.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -310690.000000 Penalty: 4086.052246
	Iteration 46Q: 3 clusters Score -310690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -310699.343750 Penalty: 4086.052246
	Iteration 47Q: 3 clusters Score -310699.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -310705.312500 Penalty: 4086.052246
	Iteration 48Q: 3 clusters Score -310705.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -310711.437500 Penalty: 4086.052246
	Iteration 49Q: 3 clusters Score -310711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -310716.875000 Penalty: 4086.052246
	Iteration 50Q: 3 clusters Score -310716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -310720.156250 Penalty: 4086.052246
	Iteration 51Q: 3 clusters Score -310720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -310725.687500 Penalty: 4086.052246
	Iteration 52Q: 3 clusters Score -310725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -310733.187500 Penalty: 4086.052246
	Iteration 53Q: 3 clusters Score -310733.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -310737.687500 Penalty: 4086.052246
	Iteration 54Q: 3 clusters Score -310737.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -310744.625000 Penalty: 4086.052246
	Iteration 55Q: 3 clusters Score -310744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -310750.437500 Penalty: 4086.052246
	Iteration 56Q: 3 clusters Score -310750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -310755.156250 Penalty: 4086.052246
	Iteration 57Q: 3 clusters Score -310755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -310757.843750 Penalty: 4086.052246
	Iteration 58Q: 3 clusters Score -310757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -310760.937500 Penalty: 4086.052246
	Iteration 59Q: 3 clusters Score -310760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -310763.375000 Penalty: 4086.052246
	Iteration 60F: 3 clusters Score -310763.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -310764.156250 Penalty: 4086.052246
	Iteration 61Q: 3 clusters Score -310764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -310765.843750 Penalty: 4086.052246
	Iteration 62Q: 3 clusters Score -310765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -310766.906250 Penalty: 4086.052246
	Iteration 63Q: 3 clusters Score -310766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -310768.687500 Penalty: 4086.052246
	Iteration 64Q: 3 clusters Score -310768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -310772.406250 Penalty: 4086.052246
	Iteration 65Q: 3 clusters Score -310772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -310773.125000 Penalty: 4086.052246
	Iteration 66Q: 3 clusters Score -310773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -310774.218750 Penalty: 4086.052246
	Iteration 67Q: 3 clusters Score -310774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -310774.218750 Penalty: 4086.052246
	Iteration 68F: 3 clusters Score -310774.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Entering Unmasked Estep 
Score: -1503752.250000 Penalty: 2422.963135
	Iteration 0F: 2 clusters Score -1503752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1491200.250000 Penalty: 4845.926270
	Iteration 0F: 3 clusters Score -1491200 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1495475.875000 Penalty: 4845.926270
	Iteration 1F: 3 clusters Score -1495476 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1495975.875000 Penalty: 4845.926270
	Iteration 2F: 3 clusters Score -1495976 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1496453.625000 Penalty: 4845.926270
	Iteration 3F: 3 clusters Score -1496454 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1496969.750000 Penalty: 4845.926270
	Iteration 4F: 3 clusters Score -1496970 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1497593.000000 Penalty: 4845.926270
	Iteration 5F: 3 clusters Score -1497593 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1498261.250000 Penalty: 4845.926270
	Iteration 6F: 3 clusters Score -1498261 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1498893.875000 Penalty: 4845.926270
	Iteration 7F: 3 clusters Score -1498894 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1499414.000000 Penalty: 4845.926270
	Iteration 8Q: 3 clusters Score -1499414 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1499835.375000 Penalty: 4845.926270
	Iteration 9Q: 3 clusters Score -1499835 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1500169.875000 Penalty: 4845.926270
	Iteration 10Q: 3 clusters Score -1500170 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1500462.250000 Penalty: 4845.926270
	Iteration 11Q: 3 clusters Score -1500462 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1500674.000000 Penalty: 4845.926270
	Iteration 12Q: 3 clusters Score -1500674 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1500817.875000 Penalty: 4845.926270
	Iteration 13Q: 3 clusters Score -1500818 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1500927.250000 Penalty: 4845.926270
	Iteration 14Q: 3 clusters Score -1500927 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1501016.250000 Penalty: 4845.926270
	Iteration 15Q: 3 clusters Score -1501016 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1501082.625000 Penalty: 4845.926270
	Iteration 16Q: 3 clusters Score -1501083 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1501139.000000 Penalty: 4845.926270
	Iteration 17Q: 3 clusters Score -1501139 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1501190.875000 Penalty: 4845.926270
	Iteration 18Q: 3 clusters Score -1501191 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1501244.250000 Penalty: 4845.926270
	Iteration 19Q: 3 clusters Score -1501244 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1501294.500000 Penalty: 4845.926270
	Iteration 20F: 3 clusters Score -1501294 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1501342.250000 Penalty: 4845.926270
	Iteration 21Q: 3 clusters Score -1501342 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1501375.250000 Penalty: 4845.926270
	Iteration 22Q: 3 clusters Score -1501375 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1501414.625000 Penalty: 4845.926270
	Iteration 23Q: 3 clusters Score -1501415 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1501456.875000 Penalty: 4845.926270
	Iteration 24Q: 3 clusters Score -1501457 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1501488.000000 Penalty: 4845.926270
	Iteration 25Q: 3 clusters Score -1501488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1501511.125000 Penalty: 4845.926270
	Iteration 26Q: 3 clusters Score -1501511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1501530.875000 Penalty: 4845.926270
	Iteration 27Q: 3 clusters Score -1501531 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1501543.750000 Penalty: 4845.926270
	Iteration 28Q: 3 clusters Score -1501544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1501552.500000 Penalty: 4845.926270
	Iteration 29Q: 3 clusters Score -1501552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1501561.500000 Penalty: 4845.926270
	Iteration 30Q: 3 clusters Score -1501562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1501569.375000 Penalty: 4845.926270
	Iteration 31Q: 3 clusters Score -1501569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1501578.750000 Penalty: 4845.926270
	Iteration 32Q: 3 clusters Score -1501579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1501582.625000 Penalty: 4845.926270
	Iteration 33Q: 3 clusters Score -1501583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1501588.875000 Penalty: 4845.926270
	Iteration 34Q: 3 clusters Score -1501589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1501594.250000 Penalty: 4845.926270
	Iteration 35Q: 3 clusters Score -1501594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1501603.875000 Penalty: 4845.926270
	Iteration 36Q: 3 clusters Score -1501604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1501607.250000 Penalty: 4845.926270
	Iteration 37Q: 3 clusters Score -1501607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1501614.875000 Penalty: 4845.926270
	Iteration 38Q: 3 clusters Score -1501615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1501614.375000 Penalty: 4845.926270
	Iteration 39Q: 3 clusters Score -1501614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1501621.625000 Penalty: 4845.926270
	Iteration 40F: 3 clusters Score -1501622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1501627.375000 Penalty: 4845.926270
	Iteration 41Q: 3 clusters Score -1501627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1501629.625000 Penalty: 4845.926270
	Iteration 42Q: 3 clusters Score -1501630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1501635.000000 Penalty: 4845.926270
	Iteration 43Q: 3 clusters Score -1501635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1501642.625000 Penalty: 4845.926270
	Iteration 44Q: 3 clusters Score -1501643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1501651.125000 Penalty: 4845.926270
	Iteration 45Q: 3 clusters Score -1501651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1501657.000000 Penalty: 4845.926270
	Iteration 46Q: 3 clusters Score -1501657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1501661.750000 Penalty: 4845.926270
	Iteration 47Q: 3 clusters Score -1501662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1501660.375000 Penalty: 4845.926270
	Iteration 48Q: 3 clusters Score -1501660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1501662.250000 Penalty: 4845.926270
	Iteration 49Q: 3 clusters Score -1501662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1501667.000000 Penalty: 4845.926270
	Iteration 50Q: 3 clusters Score -1501667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1501673.750000 Penalty: 4845.926270
	Iteration 51Q: 3 clusters Score -1501674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1501677.625000 Penalty: 4845.926270
	Iteration 52Q: 3 clusters Score -1501678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1501679.000000 Penalty: 4845.926270
	Iteration 53Q: 3 clusters Score -1501679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1501684.500000 Penalty: 4845.926270
	Iteration 54Q: 3 clusters Score -1501684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1501692.625000 Penalty: 4845.926270
	Iteration 55Q: 3 clusters Score -1501693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1501692.500000 Penalty: 4845.926270
	Iteration 56Q: 3 clusters Score -1501692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1501688.125000 Penalty: 4845.926270
	Iteration 57Q: 3 clusters Score -1501688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1501697.500000 Penalty: 4845.926270
	Iteration 58Q: 3 clusters Score -1501698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1501698.750000 Penalty: 4845.926270
	Iteration 59Q: 3 clusters Score -1501699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1501706.500000 Penalty: 4845.926270
	Iteration 60F: 3 clusters Score -1501706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1501705.000000 Penalty: 4845.926270
	Iteration 61Q: 3 clusters Score -1501705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1501714.875000 Penalty: 4845.926270
	Iteration 62Q: 3 clusters Score -1501715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1501718.250000 Penalty: 4845.926270
	Iteration 63Q: 3 clusters Score -1501718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1501722.875000 Penalty: 4845.926270
	Iteration 64Q: 3 clusters Score -1501723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1501728.125000 Penalty: 4845.926270
	Iteration 65Q: 3 clusters Score -1501728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1501731.250000 Penalty: 4845.926270
	Iteration 66Q: 3 clusters Score -1501731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1501739.500000 Penalty: 4845.926270
	Iteration 67Q: 3 clusters Score -1501740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1501744.500000 Penalty: 4845.926270
	Iteration 68Q: 3 clusters Score -1501744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1501749.625000 Penalty: 4845.926270
	Iteration 69Q: 3 clusters Score -1501750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1501754.375000 Penalty: 4845.926270
	Iteration 70Q: 3 clusters Score -1501754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1501759.375000 Penalty: 4845.926270
	Iteration 71Q: 3 clusters Score -1501759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1501770.625000 Penalty: 4845.926270
	Iteration 72Q: 3 clusters Score -1501771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1501779.000000 Penalty: 4845.926270
	Iteration 73Q: 3 clusters Score -1501779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1501788.250000 Penalty: 4845.926270
	Iteration 74Q: 3 clusters Score -1501788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1501790.125000 Penalty: 4845.926270
	Iteration 75Q: 3 clusters Score -1501790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1501795.000000 Penalty: 4845.926270
	Iteration 76Q: 3 clusters Score -1501795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1501805.500000 Penalty: 4845.926270
	Iteration 77Q: 3 clusters Score -1501806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1501823.750000 Penalty: 4845.926270
	Iteration 78Q: 3 clusters Score -1501824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1501837.750000 Penalty: 4845.926270
	Iteration 79Q: 3 clusters Score -1501838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1501860.875000 Penalty: 4845.926270
	Iteration 80F: 3 clusters Score -1501861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1501887.750000 Penalty: 4845.926270
	Iteration 81Q: 3 clusters Score -1501888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1501907.375000 Penalty: 4845.926270
	Iteration 82Q: 3 clusters Score -1501907 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1501930.875000 Penalty: 4845.926270
	Iteration 83Q: 3 clusters Score -1501931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1501947.375000 Penalty: 4845.926270
	Iteration 84Q: 3 clusters Score -1501947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1501975.500000 Penalty: 4845.926270
	Iteration 85Q: 3 clusters Score -1501976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1501987.875000 Penalty: 4845.926270
	Iteration 86Q: 3 clusters Score -1501988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1502011.125000 Penalty: 4845.926270
	Iteration 87Q: 3 clusters Score -1502011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1502031.375000 Penalty: 4845.926270
	Iteration 88Q: 3 clusters Score -1502031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1502044.625000 Penalty: 4845.926270
	Iteration 89Q: 3 clusters Score -1502045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1502057.625000 Penalty: 4845.926270
	Iteration 90Q: 3 clusters Score -1502058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1502066.375000 Penalty: 4845.926270
	Iteration 91Q: 3 clusters Score -1502066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1502079.625000 Penalty: 4845.926270
	Iteration 92Q: 3 clusters Score -1502080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1502093.625000 Penalty: 4845.926270
	Iteration 93Q: 3 clusters Score -1502094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1502092.750000 Penalty: 4845.926270
	Iteration 94Q: 3 clusters Score -1502093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1502103.125000 Penalty: 4845.926270
	Iteration 95Q: 3 clusters Score -1502103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1502106.500000 Penalty: 4845.926270
	Iteration 96Q: 3 clusters Score -1502106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1502105.500000 Penalty: 4845.926270
	Iteration 97Q: 3 clusters Score -1502106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1502110.125000 Penalty: 4845.926270
	Iteration 98Q: 3 clusters Score -1502110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1502110.625000 Penalty: 4845.926270
	Iteration 99Q: 3 clusters Score -1502111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1502120.000000 Penalty: 4845.926270
	Iteration 100F: 3 clusters Score -1502120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1502123.000000 Penalty: 4845.926270
	Iteration 101Q: 3 clusters Score -1502123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1502122.125000 Penalty: 4845.926270
	Iteration 102Q: 3 clusters Score -1502122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1502125.875000 Penalty: 4845.926270
	Iteration 103Q: 3 clusters Score -1502126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1502131.625000 Penalty: 4845.926270
	Iteration 104Q: 3 clusters Score -1502132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1502137.000000 Penalty: 4845.926270
	Iteration 105Q: 3 clusters Score -1502137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1502134.875000 Penalty: 4845.926270
	Iteration 106Q: 3 clusters Score -1502135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1502142.000000 Penalty: 4845.926270
	Iteration 107Q: 3 clusters Score -1502142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1502140.750000 Penalty: 4845.926270
	Iteration 108Q: 3 clusters Score -1502141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1502141.125000 Penalty: 4845.926270
	Iteration 109Q: 3 clusters Score -1502141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1502140.750000 Penalty: 4845.926270
	Iteration 110Q: 3 clusters Score -1502141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1502140.875000 Penalty: 4845.926270
	Iteration 111Q: 3 clusters Score -1502141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1502141.125000 Penalty: 4845.926270
	Iteration 112Q: 3 clusters Score -1502141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1502142.125000 Penalty: 4845.926270
	Iteration 113Q: 3 clusters Score -1502142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1502143.375000 Penalty: 4845.926270
	Iteration 114Q: 3 clusters Score -1502143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1502140.125000 Penalty: 4845.926270
	Iteration 115Q: 3 clusters Score -1502140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1502140.750000 Penalty: 4845.926270
	Iteration 116Q: 3 clusters Score -1502141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1502142.625000 Penalty: 4845.926270
	Iteration 117Q: 3 clusters Score -1502143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1502142.625000 Penalty: 4845.926270
	Iteration 118Q: 3 clusters Score -1502143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1502141.375000 Penalty: 4845.926270
	Iteration 119Q: 3 clusters Score -1502141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1502138.125000 Penalty: 4845.926270
	Iteration 120F: 3 clusters Score -1502138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1502138.750000 Penalty: 4845.926270
	Iteration 121Q: 3 clusters Score -1502139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1502140.250000 Penalty: 4845.926270
	Iteration 122Q: 3 clusters Score -1502140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1502140.250000 Penalty: 4845.926270
	Iteration 123F: 3 clusters Score -1502140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Entering Unmasked Estep 
Score: -827055.437500 Penalty: 2291.495117
	Iteration 0F: 2 clusters Score -827055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -819204.312500 Penalty: 4582.990234
	Iteration 0F: 3 clusters Score -819204.3 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -821548.875000 Penalty: 4582.990234
	Iteration 1F: 3 clusters Score -821548.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -821997.187500 Penalty: 4582.990234
	Iteration 2F: 3 clusters Score -821997.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -822470.062500 Penalty: 4582.990234
	Iteration 3F: 3 clusters Score -822470.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -822896.812500 Penalty: 4582.990234
	Iteration 4F: 3 clusters Score -822896.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -823305.250000 Penalty: 4582.990234
	Iteration 5F: 3 clusters Score -823305.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -823710.187500 Penalty: 4582.990234
	Iteration 6F: 3 clusters Score -823710.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -824052.625000 Penalty: 4582.990234
	Iteration 7Q: 3 clusters Score -824052.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -824345.187500 Penalty: 4582.990234
	Iteration 8Q: 3 clusters Score -824345.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -824581.437500 Penalty: 4582.990234
	Iteration 9Q: 3 clusters Score -824581.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -824752.625000 Penalty: 4582.990234
	Iteration 10Q: 3 clusters Score -824752.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -824888.625000 Penalty: 4582.990234
	Iteration 11Q: 3 clusters Score -824888.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -825005.812500 Penalty: 4582.990234
	Iteration 12Q: 3 clusters Score -825005.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -825113.562500 Penalty: 4582.990234
	Iteration 13Q: 3 clusters Score -825113.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -825223.437500 Penalty: 4582.990234
	Iteration 14Q: 3 clusters Score -825223.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -825334.062500 Penalty: 4582.990234
	Iteration 15Q: 3 clusters Score -825334.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -825434.312500 Penalty: 4582.990234
	Iteration 16Q: 3 clusters Score -825434.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -825511.312500 Penalty: 4582.990234
	Iteration 17Q: 3 clusters Score -825511.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -825567.937500 Penalty: 4582.990234
	Iteration 18Q: 3 clusters Score -825567.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -825614.062500 Penalty: 4582.990234
	Iteration 19Q: 3 clusters Score -825614.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -825670.375000 Penalty: 4582.990234
	Iteration 20F: 3 clusters Score -825670.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -825735.750000 Penalty: 4582.990234
	Iteration 21Q: 3 clusters Score -825735.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -825819.687500 Penalty: 4582.990234
	Iteration 22Q: 3 clusters Score -825819.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -825935.062500 Penalty: 4582.990234
	Iteration 23Q: 3 clusters Score -825935.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -826095.625000 Penalty: 4582.990234
	Iteration 24Q: 3 clusters Score -826095.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -826179.500000 Penalty: 4582.990234
	Iteration 25Q: 3 clusters Score -826179.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -826219.750000 Penalty: 4582.990234
	Iteration 26Q: 3 clusters Score -826219.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -826241.875000 Penalty: 4582.990234
	Iteration 27Q: 3 clusters Score -826241.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -826251.812500 Penalty: 4582.990234
	Iteration 28Q: 3 clusters Score -826251.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -826258.812500 Penalty: 4582.990234
	Iteration 29Q: 3 clusters Score -826258.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -826263.125000 Penalty: 4582.990234
	Iteration 30Q: 3 clusters Score -826263.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -826265.250000 Penalty: 4582.990234
	Iteration 31Q: 3 clusters Score -826265.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -826272.562500 Penalty: 4582.990234
	Iteration 32Q: 3 clusters Score -826272.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -826276.500000 Penalty: 4582.990234
	Iteration 33Q: 3 clusters Score -826276.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -826281.062500 Penalty: 4582.990234
	Iteration 34Q: 3 clusters Score -826281.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -826281.312500 Penalty: 4582.990234
	Iteration 35Q: 3 clusters Score -826281.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -826287.562500 Penalty: 4582.990234
	Iteration 36Q: 3 clusters Score -826287.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -826289.625000 Penalty: 4582.990234
	Iteration 37Q: 3 clusters Score -826289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -826290.062500 Penalty: 4582.990234
	Iteration 38Q: 3 clusters Score -826290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826289.562500 Penalty: 4582.990234
	Iteration 39Q: 3 clusters Score -826289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826288.750000 Penalty: 4582.990234
	Iteration 40F: 3 clusters Score -826288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826289.375000 Penalty: 4582.990234
	Iteration 41Q: 3 clusters Score -826289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826290.437500 Penalty: 4582.990234
	Iteration 42Q: 3 clusters Score -826290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -826289.625000 Penalty: 4582.990234
	Iteration 43Q: 3 clusters Score -826289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -826291.562500 Penalty: 4582.990234
	Iteration 44Q: 3 clusters Score -826291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -826292.062500 Penalty: 4582.990234
	Iteration 45Q: 3 clusters Score -826292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -826293.562500 Penalty: 4582.990234
	Iteration 46Q: 3 clusters Score -826293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -826291.687500 Penalty: 4582.990234
	Iteration 47Q: 3 clusters Score -826291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -826294.187500 Penalty: 4582.990234
	Iteration 48Q: 3 clusters Score -826294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -826295.562500 Penalty: 4582.990234
	Iteration 49Q: 3 clusters Score -826295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -826297.937500 Penalty: 4582.990234
	Iteration 50Q: 3 clusters Score -826297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -826295.750000 Penalty: 4582.990234
	Iteration 51Q: 3 clusters Score -826295.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826296.437500 Penalty: 4582.990234
	Iteration 52Q: 3 clusters Score -826296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -826298.812500 Penalty: 4582.990234
	Iteration 53Q: 3 clusters Score -826298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -826301.187500 Penalty: 4582.990234
	Iteration 54Q: 3 clusters Score -826301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -826303.500000 Penalty: 4582.990234
	Iteration 55Q: 3 clusters Score -826303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -826307.000000 Penalty: 4582.990234
	Iteration 56Q: 3 clusters Score -826307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -826308.750000 Penalty: 4582.990234
	Iteration 57Q: 3 clusters Score -826308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -826309.625000 Penalty: 4582.990234
	Iteration 58Q: 3 clusters Score -826309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -826310.187500 Penalty: 4582.990234
	Iteration 59Q: 3 clusters Score -826310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -826310.500000 Penalty: 4582.990234
	Iteration 60F: 3 clusters Score -826310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -826310.562500 Penalty: 4582.990234
	Iteration 61Q: 3 clusters Score -826310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -826312.562500 Penalty: 4582.990234
	Iteration 62Q: 3 clusters Score -826312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -826311.250000 Penalty: 4582.990234
	Iteration 63Q: 3 clusters Score -826311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -826311.875000 Penalty: 4582.990234
	Iteration 64Q: 3 clusters Score -826311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -826312.375000 Penalty: 4582.990234
	Iteration 65Q: 3 clusters Score -826312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -826310.875000 Penalty: 4582.990234
	Iteration 66Q: 3 clusters Score -826310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -826310.875000 Penalty: 4582.990234
	Iteration 67F: 3 clusters Score -826310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Entering Unmasked Estep 
Score: -2355077.500000 Penalty: 2533.748291
	Iteration 0F: 2 clusters Score -2355078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2336290.250000 Penalty: 5067.496582
	Iteration 0F: 3 clusters Score -2336290 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2342933.500000 Penalty: 5067.496582
	Iteration 1F: 3 clusters Score -2342934 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2343450.250000 Penalty: 5067.496582
	Iteration 2Q: 3 clusters Score -2343450 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2343985.250000 Penalty: 5067.496582
	Iteration 3Q: 3 clusters Score -2343985 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2344612.250000 Penalty: 5067.496582
	Iteration 4Q: 3 clusters Score -2344612 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2345405.750000 Penalty: 5067.496582
	Iteration 5Q: 3 clusters Score -2345406 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2346472.500000 Penalty: 5067.496582
	Iteration 6F: 3 clusters Score -2346472 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2347780.250000 Penalty: 5067.496582
	Iteration 7F: 3 clusters Score -2347780 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2349139.000000 Penalty: 5067.496582
	Iteration 8F: 3 clusters Score -2349139 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2350509.500000 Penalty: 5067.496582
	Iteration 9F: 3 clusters Score -2350510 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2351513.750000 Penalty: 5067.496582
	Iteration 10F: 3 clusters Score -2351514 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2352164.500000 Penalty: 5067.496582
	Iteration 11Q: 3 clusters Score -2352164 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2352561.250000 Penalty: 5067.496582
	Iteration 12Q: 3 clusters Score -2352561 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2352758.000000 Penalty: 5067.496582
	Iteration 13Q: 3 clusters Score -2352758 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2352908.750000 Penalty: 5067.496582
	Iteration 14Q: 3 clusters Score -2352909 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2353005.250000 Penalty: 5067.496582
	Iteration 15Q: 3 clusters Score -2353005 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2353068.250000 Penalty: 5067.496582
	Iteration 16Q: 3 clusters Score -2353068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2353122.250000 Penalty: 5067.496582
	Iteration 17Q: 3 clusters Score -2353122 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2353170.750000 Penalty: 5067.496582
	Iteration 18Q: 3 clusters Score -2353171 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2353209.250000 Penalty: 5067.496582
	Iteration 19Q: 3 clusters Score -2353209 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2353243.250000 Penalty: 5067.496582
	Iteration 20F: 3 clusters Score -2353243 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2353284.250000 Penalty: 5067.496582
	Iteration 21Q: 3 clusters Score -2353284 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2353317.500000 Penalty: 5067.496582
	Iteration 22Q: 3 clusters Score -2353318 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2353353.250000 Penalty: 5067.496582
	Iteration 23Q: 3 clusters Score -2353353 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2353372.500000 Penalty: 5067.496582
	Iteration 24Q: 3 clusters Score -2353372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2353409.750000 Penalty: 5067.496582
	Iteration 25Q: 3 clusters Score -2353410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2353426.250000 Penalty: 5067.496582
	Iteration 26Q: 3 clusters Score -2353426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2353435.250000 Penalty: 5067.496582
	Iteration 27Q: 3 clusters Score -2353435 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2353440.000000 Penalty: 5067.496582
	Iteration 28Q: 3 clusters Score -2353440 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2353445.750000 Penalty: 5067.496582
	Iteration 29Q: 3 clusters Score -2353446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2353452.500000 Penalty: 5067.496582
	Iteration 30Q: 3 clusters Score -2353452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2353464.500000 Penalty: 5067.496582
	Iteration 31Q: 3 clusters Score -2353464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2353466.750000 Penalty: 5067.496582
	Iteration 32Q: 3 clusters Score -2353467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2353476.250000 Penalty: 5067.496582
	Iteration 33Q: 3 clusters Score -2353476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2353478.750000 Penalty: 5067.496582
	Iteration 34Q: 3 clusters Score -2353479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2353490.000000 Penalty: 5067.496582
	Iteration 35Q: 3 clusters Score -2353490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2353490.250000 Penalty: 5067.496582
	Iteration 36Q: 3 clusters Score -2353490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2353489.000000 Penalty: 5067.496582
	Iteration 37Q: 3 clusters Score -2353489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2353497.750000 Penalty: 5067.496582
	Iteration 38Q: 3 clusters Score -2353498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2353502.750000 Penalty: 5067.496582
	Iteration 39Q: 3 clusters Score -2353503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2353508.500000 Penalty: 5067.496582
	Iteration 40F: 3 clusters Score -2353508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2353517.500000 Penalty: 5067.496582
	Iteration 41Q: 3 clusters Score -2353518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2353515.000000 Penalty: 5067.496582
	Iteration 42Q: 3 clusters Score -2353515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2353516.000000 Penalty: 5067.496582
	Iteration 43Q: 3 clusters Score -2353516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2353509.750000 Penalty: 5067.496582
	Iteration 44Q: 3 clusters Score -2353510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2353512.750000 Penalty: 5067.496582
	Iteration 45Q: 3 clusters Score -2353513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2353512.500000 Penalty: 5067.496582
	Iteration 46Q: 3 clusters Score -2353512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2353517.250000 Penalty: 5067.496582
	Iteration 47Q: 3 clusters Score -2353517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2353517.000000 Penalty: 5067.496582
	Iteration 48Q: 3 clusters Score -2353517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2353528.250000 Penalty: 5067.496582
	Iteration 49Q: 3 clusters Score -2353528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2353532.000000 Penalty: 5067.496582
	Iteration 50Q: 3 clusters Score -2353532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2353533.250000 Penalty: 5067.496582
	Iteration 51Q: 3 clusters Score -2353533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2353531.750000 Penalty: 5067.496582
	Iteration 52Q: 3 clusters Score -2353532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2353541.000000 Penalty: 5067.496582
	Iteration 53Q: 3 clusters Score -2353541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2353548.750000 Penalty: 5067.496582
	Iteration 54Q: 3 clusters Score -2353549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2353543.000000 Penalty: 5067.496582
	Iteration 55Q: 3 clusters Score -2353543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2353543.000000 Penalty: 5067.496582
	Iteration 56Q: 3 clusters Score -2353543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2353544.750000 Penalty: 5067.496582
	Iteration 57Q: 3 clusters Score -2353545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2353545.500000 Penalty: 5067.496582
	Iteration 58Q: 3 clusters Score -2353546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2353543.750000 Penalty: 5067.496582
	Iteration 59Q: 3 clusters Score -2353544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2353550.250000 Penalty: 5067.496582
	Iteration 60F: 3 clusters Score -2353550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2353547.250000 Penalty: 5067.496582
	Iteration 61Q: 3 clusters Score -2353547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2353547.000000 Penalty: 5067.496582
	Iteration 62Q: 3 clusters Score -2353547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2353549.750000 Penalty: 5067.496582
	Iteration 63Q: 3 clusters Score -2353550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2353550.000000 Penalty: 5067.496582
	Iteration 64Q: 3 clusters Score -2353550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2353554.000000 Penalty: 5067.496582
	Iteration 65Q: 3 clusters Score -2353554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2353555.500000 Penalty: 5067.496582
	Iteration 66Q: 3 clusters Score -2353556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2353555.500000 Penalty: 5067.496582
	Iteration 67F: 3 clusters Score -2353556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Entering Unmasked Estep 
Score: -650038.875000 Penalty: 2212.719971
	Iteration 0F: 2 clusters Score -650038.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -643999.437500 Penalty: 4425.439941
	Iteration 0F: 3 clusters Score -643999.4 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -645680.625000 Penalty: 4425.439941
	Iteration 1F: 3 clusters Score -645680.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -645972.250000 Penalty: 4425.439941
	Iteration 2F: 3 clusters Score -645972.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -646203.875000 Penalty: 4425.439941
	Iteration 3F: 3 clusters Score -646203.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -646434.000000 Penalty: 4425.439941
	Iteration 4Q: 3 clusters Score -646434 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -646718.750000 Penalty: 4425.439941
	Iteration 5F: 3 clusters Score -646718.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -647013.937500 Penalty: 4425.439941
	Iteration 6F: 3 clusters Score -647013.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -647292.375000 Penalty: 4425.439941
	Iteration 7F: 3 clusters Score -647292.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -647535.687500 Penalty: 4425.439941
	Iteration 8Q: 3 clusters Score -647535.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -647714.937500 Penalty: 4425.439941
	Iteration 9Q: 3 clusters Score -647714.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -647827.437500 Penalty: 4425.439941
	Iteration 10Q: 3 clusters Score -647827.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -647905.437500 Penalty: 4425.439941
	Iteration 11Q: 3 clusters Score -647905.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -647949.937500 Penalty: 4425.439941
	Iteration 12Q: 3 clusters Score -647949.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -647968.437500 Penalty: 4425.439941
	Iteration 13Q: 3 clusters Score -647968.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -647985.812500 Penalty: 4425.439941
	Iteration 14Q: 3 clusters Score -647985.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -647999.562500 Penalty: 4425.439941
	Iteration 15Q: 3 clusters Score -647999.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -648008.375000 Penalty: 4425.439941
	Iteration 16Q: 3 clusters Score -648008.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -648020.375000 Penalty: 4425.439941
	Iteration 17Q: 3 clusters Score -648020.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -648025.875000 Penalty: 4425.439941
	Iteration 18Q: 3 clusters Score -648025.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -648034.187500 Penalty: 4425.439941
	Iteration 19Q: 3 clusters Score -648034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -648038.500000 Penalty: 4425.439941
	Iteration 20F: 3 clusters Score -648038.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -648039.750000 Penalty: 4425.439941
	Iteration 21Q: 3 clusters Score -648039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -648043.812500 Penalty: 4425.439941
	Iteration 22Q: 3 clusters Score -648043.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -648046.250000 Penalty: 4425.439941
	Iteration 23Q: 3 clusters Score -648046.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -648051.625000 Penalty: 4425.439941
	Iteration 24Q: 3 clusters Score -648051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -648054.187500 Penalty: 4425.439941
	Iteration 25Q: 3 clusters Score -648054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -648058.562500 Penalty: 4425.439941
	Iteration 26Q: 3 clusters Score -648058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -648058.750000 Penalty: 4425.439941
	Iteration 27Q: 3 clusters Score -648058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -648062.312500 Penalty: 4425.439941
	Iteration 28Q: 3 clusters Score -648062.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -648065.062500 Penalty: 4425.439941
	Iteration 29Q: 3 clusters Score -648065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -648067.250000 Penalty: 4425.439941
	Iteration 30Q: 3 clusters Score -648067.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -648068.437500 Penalty: 4425.439941
	Iteration 31Q: 3 clusters Score -648068.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -648072.250000 Penalty: 4425.439941
	Iteration 32Q: 3 clusters Score -648072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -648072.937500 Penalty: 4425.439941
	Iteration 33Q: 3 clusters Score -648072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -648072.562500 Penalty: 4425.439941
	Iteration 34Q: 3 clusters Score -648072.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -648074.375000 Penalty: 4425.439941
	Iteration 35Q: 3 clusters Score -648074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -648073.687500 Penalty: 4425.439941
	Iteration 36Q: 3 clusters Score -648073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -648075.187500 Penalty: 4425.439941
	Iteration 37Q: 3 clusters Score -648075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -648075.937500 Penalty: 4425.439941
	Iteration 38Q: 3 clusters Score -648075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -648077.500000 Penalty: 4425.439941
	Iteration 39Q: 3 clusters Score -648077.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -648076.812500 Penalty: 4425.439941
	Iteration 40F: 3 clusters Score -648076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -648078.437500 Penalty: 4425.439941
	Iteration 41Q: 3 clusters Score -648078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -648078.437500 Penalty: 4425.439941
	Iteration 42Q: 3 clusters Score -648078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -648077.562500 Penalty: 4425.439941
	Iteration 43Q: 3 clusters Score -648077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -648077.562500 Penalty: 4425.439941
	Iteration 44F: 3 clusters Score -648077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Entering Unmasked Estep 
Score: -2528189.000000 Penalty: 2551.609863
	Iteration 0F: 2 clusters Score -2528189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2507897.250000 Penalty: 5103.219727
	Iteration 0F: 3 clusters Score -2507897 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2515527.250000 Penalty: 5103.219727
	Iteration 1F: 3 clusters Score -2515527 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2516314.000000 Penalty: 5103.219727
	Iteration 2F: 3 clusters Score -2516314 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2517334.000000 Penalty: 5103.219727
	Iteration 3F: 3 clusters Score -2517334 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2518669.750000 Penalty: 5103.219727
	Iteration 4F: 3 clusters Score -2518670 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2520323.000000 Penalty: 5103.219727
	Iteration 5F: 3 clusters Score -2520323 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2521986.250000 Penalty: 5103.219727
	Iteration 6F: 3 clusters Score -2521986 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2523367.250000 Penalty: 5103.219727
	Iteration 7F: 3 clusters Score -2523367 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2524309.250000 Penalty: 5103.219727
	Iteration 8F: 3 clusters Score -2524309 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2525036.250000 Penalty: 5103.219727
	Iteration 9Q: 3 clusters Score -2525036 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2525672.750000 Penalty: 5103.219727
	Iteration 10Q: 3 clusters Score -2525673 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2526273.750000 Penalty: 5103.219727
	Iteration 11Q: 3 clusters Score -2526274 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2526795.250000 Penalty: 5103.219727
	Iteration 12Q: 3 clusters Score -2526795 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2527210.750000 Penalty: 5103.219727
	Iteration 13Q: 3 clusters Score -2527211 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2527437.000000 Penalty: 5103.219727
	Iteration 14Q: 3 clusters Score -2527437 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2527579.250000 Penalty: 5103.219727
	Iteration 15Q: 3 clusters Score -2527579 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2527678.000000 Penalty: 5103.219727
	Iteration 16Q: 3 clusters Score -2527678 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2527721.000000 Penalty: 5103.219727
	Iteration 17Q: 3 clusters Score -2527721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2527751.750000 Penalty: 5103.219727
	Iteration 18Q: 3 clusters Score -2527752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2527787.250000 Penalty: 5103.219727
	Iteration 19Q: 3 clusters Score -2527787 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2527806.750000 Penalty: 5103.219727
	Iteration 20F: 3 clusters Score -2527807 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2527821.500000 Penalty: 5103.219727
	Iteration 21Q: 3 clusters Score -2527822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2527825.250000 Penalty: 5103.219727
	Iteration 22Q: 3 clusters Score -2527825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -2527835.000000 Penalty: 5103.219727
	Iteration 23Q: 3 clusters Score -2527835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2527838.000000 Penalty: 5103.219727
	Iteration 24Q: 3 clusters Score -2527838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2527837.750000 Penalty: 5103.219727
	Iteration 25Q: 3 clusters Score -2527838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2527842.500000 Penalty: 5103.219727
	Iteration 26Q: 3 clusters Score -2527842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2527841.750000 Penalty: 5103.219727
	Iteration 27Q: 3 clusters Score -2527842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2527844.750000 Penalty: 5103.219727
	Iteration 28Q: 3 clusters Score -2527845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -2527849.000000 Penalty: 5103.219727
	Iteration 29Q: 3 clusters Score -2527849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -2527843.500000 Penalty: 5103.219727
	Iteration 30Q: 3 clusters Score -2527844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2527844.250000 Penalty: 5103.219727
	Iteration 31Q: 3 clusters Score -2527844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2527846.250000 Penalty: 5103.219727
	Iteration 32Q: 3 clusters Score -2527846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -2527846.500000 Penalty: 5103.219727
	Iteration 33Q: 3 clusters Score -2527846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2527845.000000 Penalty: 5103.219727
	Iteration 34Q: 3 clusters Score -2527845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2527848.500000 Penalty: 5103.219727
	Iteration 35Q: 3 clusters Score -2527848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2527848.500000 Penalty: 5103.219727
	Iteration 36F: 3 clusters Score -2527848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -72011.968750 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -72011.97 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 433 members 
Entering Unmasked Estep 
Score: -70203.320312 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -70203.32 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70533.804688 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -70533.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70703.609375 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -70703.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70870.656250 Penalty: 3372.331787
	Iteration 3F: 3 clusters Score -70870.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70993.148438 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -70993.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71189.226562 Penalty: 3372.331787
	Iteration 5F: 3 clusters Score -71189.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71360.867188 Penalty: 3372.331787
	Iteration 6F: 3 clusters Score -71360.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71478.210938 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -71478.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71563.304688 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -71563.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71670.679688 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -71670.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71707.742188 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -71707.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71727.304688 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -71727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71732.312500 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -71732.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71732.312500 Penalty: 3372.331787
	Iteration 13F: 3 clusters Score -71732.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Entering Unmasked Estep 
Score: -1226601.125000 Penalty: 2377.914551
	Iteration 0F: 2 clusters Score -1226601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1215957.250000 Penalty: 4755.829102
	Iteration 0F: 3 clusters Score -1215957 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1219310.000000 Penalty: 4755.829102
	Iteration 1F: 3 clusters Score -1219310 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1219715.250000 Penalty: 4755.829102
	Iteration 2F: 3 clusters Score -1219715 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1220071.625000 Penalty: 4755.829102
	Iteration 3F: 3 clusters Score -1220072 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1220451.000000 Penalty: 4755.829102
	Iteration 4F: 3 clusters Score -1220451 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1220883.375000 Penalty: 4755.829102
	Iteration 5F: 3 clusters Score -1220883 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1221382.375000 Penalty: 4755.829102
	Iteration 6F: 3 clusters Score -1221382 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1221908.750000 Penalty: 4755.829102
	Iteration 7F: 3 clusters Score -1221909 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1222410.000000 Penalty: 4755.829102
	Iteration 8F: 3 clusters Score -1222410 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1222796.750000 Penalty: 4755.829102
	Iteration 9Q: 3 clusters Score -1222797 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1223128.500000 Penalty: 4755.829102
	Iteration 10Q: 3 clusters Score -1223128 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1223382.375000 Penalty: 4755.829102
	Iteration 11Q: 3 clusters Score -1223382 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1223585.125000 Penalty: 4755.829102
	Iteration 12Q: 3 clusters Score -1223585 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1223733.250000 Penalty: 4755.829102
	Iteration 13Q: 3 clusters Score -1223733 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1223855.625000 Penalty: 4755.829102
	Iteration 14Q: 3 clusters Score -1223856 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1223951.750000 Penalty: 4755.829102
	Iteration 15Q: 3 clusters Score -1223952 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1224018.875000 Penalty: 4755.829102
	Iteration 16Q: 3 clusters Score -1224019 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1224087.375000 Penalty: 4755.829102
	Iteration 17Q: 3 clusters Score -1224087 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1224134.500000 Penalty: 4755.829102
	Iteration 18Q: 3 clusters Score -1224134 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1224188.500000 Penalty: 4755.829102
	Iteration 19Q: 3 clusters Score -1224188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1224238.250000 Penalty: 4755.829102
	Iteration 20F: 3 clusters Score -1224238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1224278.000000 Penalty: 4755.829102
	Iteration 21Q: 3 clusters Score -1224278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1224319.125000 Penalty: 4755.829102
	Iteration 22Q: 3 clusters Score -1224319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1224359.500000 Penalty: 4755.829102
	Iteration 23Q: 3 clusters Score -1224360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1224389.125000 Penalty: 4755.829102
	Iteration 24Q: 3 clusters Score -1224389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1224414.000000 Penalty: 4755.829102
	Iteration 25Q: 3 clusters Score -1224414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1224435.375000 Penalty: 4755.829102
	Iteration 26Q: 3 clusters Score -1224435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1224459.125000 Penalty: 4755.829102
	Iteration 27Q: 3 clusters Score -1224459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1224492.250000 Penalty: 4755.829102
	Iteration 28Q: 3 clusters Score -1224492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1224538.625000 Penalty: 4755.829102
	Iteration 29Q: 3 clusters Score -1224539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1224579.000000 Penalty: 4755.829102
	Iteration 30Q: 3 clusters Score -1224579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1224635.375000 Penalty: 4755.829102
	Iteration 31Q: 3 clusters Score -1224635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1224682.000000 Penalty: 4755.829102
	Iteration 32Q: 3 clusters Score -1224682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1224724.250000 Penalty: 4755.829102
	Iteration 33Q: 3 clusters Score -1224724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1224779.000000 Penalty: 4755.829102
	Iteration 34Q: 3 clusters Score -1224779 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1224825.250000 Penalty: 4755.829102
	Iteration 35Q: 3 clusters Score -1224825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1224882.000000 Penalty: 4755.829102
	Iteration 36Q: 3 clusters Score -1224882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1224920.250000 Penalty: 4755.829102
	Iteration 37Q: 3 clusters Score -1224920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1224941.750000 Penalty: 4755.829102
	Iteration 38Q: 3 clusters Score -1224942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1224954.000000 Penalty: 4755.829102
	Iteration 39Q: 3 clusters Score -1224954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1224963.500000 Penalty: 4755.829102
	Iteration 40F: 3 clusters Score -1224964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1224971.625000 Penalty: 4755.829102
	Iteration 41Q: 3 clusters Score -1224972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1224973.875000 Penalty: 4755.829102
	Iteration 42Q: 3 clusters Score -1224974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1224978.000000 Penalty: 4755.829102
	Iteration 43Q: 3 clusters Score -1224978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1224983.375000 Penalty: 4755.829102
	Iteration 44Q: 3 clusters Score -1224983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1224985.750000 Penalty: 4755.829102
	Iteration 45Q: 3 clusters Score -1224986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1224987.375000 Penalty: 4755.829102
	Iteration 46Q: 3 clusters Score -1224987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1224988.125000 Penalty: 4755.829102
	Iteration 47Q: 3 clusters Score -1224988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1224988.875000 Penalty: 4755.829102
	Iteration 48Q: 3 clusters Score -1224989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1224993.625000 Penalty: 4755.829102
	Iteration 49Q: 3 clusters Score -1224994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1224995.750000 Penalty: 4755.829102
	Iteration 50Q: 3 clusters Score -1224996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1224996.375000 Penalty: 4755.829102
	Iteration 51Q: 3 clusters Score -1224996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1224996.375000 Penalty: 4755.829102
	Iteration 52F: 3 clusters Score -1224996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Entering Unmasked Estep 
Score: -970093.187500 Penalty: 2306.059326
	Iteration 0F: 2 clusters Score -970093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -961864.000000 Penalty: 4612.118652
	Iteration 0F: 3 clusters Score -961864 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -964254.250000 Penalty: 4612.118652
	Iteration 1F: 3 clusters Score -964254.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -964570.812500 Penalty: 4612.118652
	Iteration 2F: 3 clusters Score -964570.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -964818.125000 Penalty: 4612.118652
	Iteration 3F: 3 clusters Score -964818.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -965014.687500 Penalty: 4612.118652
	Iteration 4Q: 3 clusters Score -965014.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -965178.125000 Penalty: 4612.118652
	Iteration 5Q: 3 clusters Score -965178.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -965318.875000 Penalty: 4612.118652
	Iteration 6Q: 3 clusters Score -965318.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -965424.187500 Penalty: 4612.118652
	Iteration 7Q: 3 clusters Score -965424.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -965522.500000 Penalty: 4612.118652
	Iteration 8Q: 3 clusters Score -965522.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -965611.187500 Penalty: 4612.118652
	Iteration 9Q: 3 clusters Score -965611.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -965695.062500 Penalty: 4612.118652
	Iteration 10Q: 3 clusters Score -965695.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -965779.687500 Penalty: 4612.118652
	Iteration 11Q: 3 clusters Score -965779.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -965857.375000 Penalty: 4612.118652
	Iteration 12Q: 3 clusters Score -965857.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -965922.187500 Penalty: 4612.118652
	Iteration 13Q: 3 clusters Score -965922.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -965985.187500 Penalty: 4612.118652
	Iteration 14Q: 3 clusters Score -965985.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -966056.750000 Penalty: 4612.118652
	Iteration 15Q: 3 clusters Score -966056.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -966128.000000 Penalty: 4612.118652
	Iteration 16Q: 3 clusters Score -966128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -966205.812500 Penalty: 4612.118652
	Iteration 17Q: 3 clusters Score -966205.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -966282.937500 Penalty: 4612.118652
	Iteration 18Q: 3 clusters Score -966282.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -966352.437500 Penalty: 4612.118652
	Iteration 19Q: 3 clusters Score -966352.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -966412.437500 Penalty: 4612.118652
	Iteration 20F: 3 clusters Score -966412.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -966462.625000 Penalty: 4612.118652
	Iteration 21Q: 3 clusters Score -966462.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -966513.500000 Penalty: 4612.118652
	Iteration 22Q: 3 clusters Score -966513.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -966562.125000 Penalty: 4612.118652
	Iteration 23Q: 3 clusters Score -966562.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -966618.187500 Penalty: 4612.118652
	Iteration 24Q: 3 clusters Score -966618.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -966685.312500 Penalty: 4612.118652
	Iteration 25Q: 3 clusters Score -966685.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -966760.687500 Penalty: 4612.118652
	Iteration 26Q: 3 clusters Score -966760.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -966863.125000 Penalty: 4612.118652
	Iteration 27Q: 3 clusters Score -966863.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -966974.562500 Penalty: 4612.118652
	Iteration 28Q: 3 clusters Score -966974.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -967093.437500 Penalty: 4612.118652
	Iteration 29Q: 3 clusters Score -967093.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -967214.687500 Penalty: 4612.118652
	Iteration 30Q: 3 clusters Score -967214.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -967348.125000 Penalty: 4612.118652
	Iteration 31Q: 3 clusters Score -967348.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -967456.750000 Penalty: 4612.118652
	Iteration 32Q: 3 clusters Score -967456.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -967551.312500 Penalty: 4612.118652
	Iteration 33Q: 3 clusters Score -967551.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -967636.062500 Penalty: 4612.118652
	Iteration 34Q: 3 clusters Score -967636.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -967708.750000 Penalty: 4612.118652
	Iteration 35Q: 3 clusters Score -967708.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -967773.375000 Penalty: 4612.118652
	Iteration 36Q: 3 clusters Score -967773.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -967819.250000 Penalty: 4612.118652
	Iteration 37Q: 3 clusters Score -967819.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -967848.437500 Penalty: 4612.118652
	Iteration 38Q: 3 clusters Score -967848.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -967877.062500 Penalty: 4612.118652
	Iteration 39Q: 3 clusters Score -967877.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -967900.562500 Penalty: 4612.118652
	Iteration 40F: 3 clusters Score -967900.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -967923.500000 Penalty: 4612.118652
	Iteration 41Q: 3 clusters Score -967923.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -967942.375000 Penalty: 4612.118652
	Iteration 42Q: 3 clusters Score -967942.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -967957.375000 Penalty: 4612.118652
	Iteration 43Q: 3 clusters Score -967957.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -967982.125000 Penalty: 4612.118652
	Iteration 44Q: 3 clusters Score -967982.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -967998.500000 Penalty: 4612.118652
	Iteration 45Q: 3 clusters Score -967998.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -968012.187500 Penalty: 4612.118652
	Iteration 46Q: 3 clusters Score -968012.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -968023.500000 Penalty: 4612.118652
	Iteration 47Q: 3 clusters Score -968023.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -968030.937500 Penalty: 4612.118652
	Iteration 48Q: 3 clusters Score -968030.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -968042.500000 Penalty: 4612.118652
	Iteration 49Q: 3 clusters Score -968042.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -968052.875000 Penalty: 4612.118652
	Iteration 50Q: 3 clusters Score -968052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -968063.187500 Penalty: 4612.118652
	Iteration 51Q: 3 clusters Score -968063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -968072.437500 Penalty: 4612.118652
	Iteration 52Q: 3 clusters Score -968072.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -968082.500000 Penalty: 4612.118652
	Iteration 53Q: 3 clusters Score -968082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -968096.875000 Penalty: 4612.118652
	Iteration 54Q: 3 clusters Score -968096.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -968103.125000 Penalty: 4612.118652
	Iteration 55Q: 3 clusters Score -968103.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -968107.875000 Penalty: 4612.118652
	Iteration 56Q: 3 clusters Score -968107.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -968113.875000 Penalty: 4612.118652
	Iteration 57Q: 3 clusters Score -968113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -968118.000000 Penalty: 4612.118652
	Iteration 58Q: 3 clusters Score -968118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -968122.187500 Penalty: 4612.118652
	Iteration 59Q: 3 clusters Score -968122.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -968129.562500 Penalty: 4612.118652
	Iteration 60F: 3 clusters Score -968129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -968135.125000 Penalty: 4612.118652
	Iteration 61Q: 3 clusters Score -968135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -968140.000000 Penalty: 4612.118652
	Iteration 62Q: 3 clusters Score -968140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -968140.250000 Penalty: 4612.118652
	Iteration 63Q: 3 clusters Score -968140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -968145.375000 Penalty: 4612.118652
	Iteration 64Q: 3 clusters Score -968145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -968147.875000 Penalty: 4612.118652
	Iteration 65Q: 3 clusters Score -968147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -968148.187500 Penalty: 4612.118652
	Iteration 66Q: 3 clusters Score -968148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -968148.187500 Penalty: 4612.118652
	Iteration 67F: 3 clusters Score -968148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Entering Unmasked Estep 
Score: -4693650.000000 Penalty: 2695.268066
	Iteration 0F: 2 clusters Score -4693650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4658363.000000 Penalty: 5390.536133
	Iteration 0F: 3 clusters Score -4658363 nChanged 24364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4672256.500000 Penalty: 5390.536133
	Iteration 1F: 3 clusters Score -4672256 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4673239.000000 Penalty: 5390.536133
	Iteration 2Q: 3 clusters Score -4673239 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -4674567.500000 Penalty: 5390.536133
	Iteration 3F: 3 clusters Score -4674568 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4676221.500000 Penalty: 5390.536133
	Iteration 4F: 3 clusters Score -4676222 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4678430.000000 Penalty: 5390.536133
	Iteration 5F: 3 clusters Score -4678430 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -4681458.500000 Penalty: 5390.536133
	Iteration 6F: 3 clusters Score -4681458 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -4684914.500000 Penalty: 5390.536133
	Iteration 7F: 3 clusters Score -4684914 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -4687922.500000 Penalty: 5390.536133
	Iteration 8F: 3 clusters Score -4687922 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -4689732.000000 Penalty: 5390.536133
	Iteration 9Q: 3 clusters Score -4689732 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -4690560.000000 Penalty: 5390.536133
	Iteration 10Q: 3 clusters Score -4690560 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -4691071.000000 Penalty: 5390.536133
	Iteration 11Q: 3 clusters Score -4691071 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -4691405.500000 Penalty: 5390.536133
	Iteration 12Q: 3 clusters Score -4691406 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -4691627.500000 Penalty: 5390.536133
	Iteration 13Q: 3 clusters Score -4691628 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -4691777.000000 Penalty: 5390.536133
	Iteration 14Q: 3 clusters Score -4691777 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -4691888.500000 Penalty: 5390.536133
	Iteration 15Q: 3 clusters Score -4691888 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -4691948.000000 Penalty: 5390.536133
	Iteration 16Q: 3 clusters Score -4691948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -4691996.500000 Penalty: 5390.536133
	Iteration 17Q: 3 clusters Score -4691996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -4692018.500000 Penalty: 5390.536133
	Iteration 18Q: 3 clusters Score -4692018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -4692025.500000 Penalty: 5390.536133
	Iteration 19Q: 3 clusters Score -4692026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -4692038.000000 Penalty: 5390.536133
	Iteration 20F: 3 clusters Score -4692038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -4692039.000000 Penalty: 5390.536133
	Iteration 21Q: 3 clusters Score -4692039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -4692062.000000 Penalty: 5390.536133
	Iteration 22Q: 3 clusters Score -4692062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -4692069.000000 Penalty: 5390.536133
	Iteration 23Q: 3 clusters Score -4692069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -4692083.000000 Penalty: 5390.536133
	Iteration 24Q: 3 clusters Score -4692083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -4692084.000000 Penalty: 5390.536133
	Iteration 25Q: 3 clusters Score -4692084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -4692087.500000 Penalty: 5390.536133
	Iteration 26Q: 3 clusters Score -4692088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -4692097.500000 Penalty: 5390.536133
	Iteration 27Q: 3 clusters Score -4692098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -4692102.000000 Penalty: 5390.536133
	Iteration 28Q: 3 clusters Score -4692102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -4692110.000000 Penalty: 5390.536133
	Iteration 29Q: 3 clusters Score -4692110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -4692113.000000 Penalty: 5390.536133
	Iteration 30Q: 3 clusters Score -4692113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -4692115.000000 Penalty: 5390.536133
	Iteration 31Q: 3 clusters Score -4692115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -4692122.000000 Penalty: 5390.536133
	Iteration 32Q: 3 clusters Score -4692122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -4692124.000000 Penalty: 5390.536133
	Iteration 33Q: 3 clusters Score -4692124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -4692128.000000 Penalty: 5390.536133
	Iteration 34Q: 3 clusters Score -4692128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -4692137.000000 Penalty: 5390.536133
	Iteration 35Q: 3 clusters Score -4692137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -4692142.000000 Penalty: 5390.536133
	Iteration 36Q: 3 clusters Score -4692142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -4692140.500000 Penalty: 5390.536133
	Iteration 37Q: 3 clusters Score -4692140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -4692144.500000 Penalty: 5390.536133
	Iteration 38Q: 3 clusters Score -4692144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -4692145.500000 Penalty: 5390.536133
	Iteration 39Q: 3 clusters Score -4692146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -4692142.000000 Penalty: 5390.536133
	Iteration 40F: 3 clusters Score -4692142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -4692143.000000 Penalty: 5390.536133
	Iteration 41Q: 3 clusters Score -4692143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -4692138.000000 Penalty: 5390.536133
	Iteration 42Q: 3 clusters Score -4692138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -4692143.500000 Penalty: 5390.536133
	Iteration 43Q: 3 clusters Score -4692144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -4692144.000000 Penalty: 5390.536133
	Iteration 44Q: 3 clusters Score -4692144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -4692142.500000 Penalty: 5390.536133
	Iteration 45Q: 3 clusters Score -4692142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -4692138.500000 Penalty: 5390.536133
	Iteration 46Q: 3 clusters Score -4692138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -4692140.500000 Penalty: 5390.536133
	Iteration 47Q: 3 clusters Score -4692140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -4692150.500000 Penalty: 5390.536133
	Iteration 48Q: 3 clusters Score -4692150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -4692154.500000 Penalty: 5390.536133
	Iteration 49Q: 3 clusters Score -4692154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -4692149.500000 Penalty: 5390.536133
	Iteration 50Q: 3 clusters Score -4692150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -4692151.000000 Penalty: 5390.536133
	Iteration 51Q: 3 clusters Score -4692151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -4692147.500000 Penalty: 5390.536133
	Iteration 52Q: 3 clusters Score -4692148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -4692151.500000 Penalty: 5390.536133
	Iteration 53Q: 3 clusters Score -4692152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -4692157.000000 Penalty: 5390.536133
	Iteration 54Q: 3 clusters Score -4692157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -4692156.000000 Penalty: 5390.536133
	Iteration 55Q: 3 clusters Score -4692156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -4692156.500000 Penalty: 5390.536133
	Iteration 56Q: 3 clusters Score -4692156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -4692157.500000 Penalty: 5390.536133
	Iteration 57Q: 3 clusters Score -4692158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -4692159.000000 Penalty: 5390.536133
	Iteration 58Q: 3 clusters Score -4692159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -4692154.000000 Penalty: 5390.536133
	Iteration 59Q: 3 clusters Score -4692154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -4692155.000000 Penalty: 5390.536133
	Iteration 60F: 3 clusters Score -4692155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -4692154.000000 Penalty: 5390.536133
	Iteration 61Q: 3 clusters Score -4692154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -4692153.000000 Penalty: 5390.536133
	Iteration 62Q: 3 clusters Score -4692153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -4692159.500000 Penalty: 5390.536133
	Iteration 63Q: 3 clusters Score -4692160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -4692157.500000 Penalty: 5390.536133
	Iteration 64Q: 3 clusters Score -4692158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -4692157.000000 Penalty: 5390.536133
	Iteration 65Q: 3 clusters Score -4692157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -4692156.000000 Penalty: 5390.536133
	Iteration 66Q: 3 clusters Score -4692156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -4692156.000000 Penalty: 5390.536133
	Iteration 67F: 3 clusters Score -4692156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -312125.062500 Penalty: 2044.072876
	Iteration 0F: 2 clusters Score -312125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -308322.656250 Penalty: 4088.145752
	Iteration 0F: 3 clusters Score -308322.7 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -309178.156250 Penalty: 4088.145752
	Iteration 1F: 3 clusters Score -309178.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -309422.437500 Penalty: 4088.145752
	Iteration 2F: 3 clusters Score -309422.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -309616.375000 Penalty: 4088.145752
	Iteration 3F: 3 clusters Score -309616.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -309768.093750 Penalty: 4088.145752
	Iteration 4Q: 3 clusters Score -309768.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -309933.437500 Penalty: 4088.145752
	Iteration 5Q: 3 clusters Score -309933.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -310127.531250 Penalty: 4088.145752
	Iteration 6Q: 3 clusters Score -310127.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -310394.906250 Penalty: 4088.145752
	Iteration 7Q: 3 clusters Score -310394.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -310611.000000 Penalty: 4088.145752
	Iteration 8Q: 3 clusters Score -310611 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -310740.937500 Penalty: 4088.145752
	Iteration 9Q: 3 clusters Score -310740.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -310825.281250 Penalty: 4088.145752
	Iteration 10Q: 3 clusters Score -310825.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -310877.031250 Penalty: 4088.145752
	Iteration 11Q: 3 clusters Score -310877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -310926.062500 Penalty: 4088.145752
	Iteration 12Q: 3 clusters Score -310926.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -310978.187500 Penalty: 4088.145752
	Iteration 13Q: 3 clusters Score -310978.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -311039.968750 Penalty: 4088.145752
	Iteration 14Q: 3 clusters Score -311040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -311100.500000 Penalty: 4088.145752
	Iteration 15Q: 3 clusters Score -311100.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -311160.656250 Penalty: 4088.145752
	Iteration 16Q: 3 clusters Score -311160.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -311232.406250 Penalty: 4088.145752
	Iteration 17Q: 3 clusters Score -311232.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -311283.281250 Penalty: 4088.145752
	Iteration 18Q: 3 clusters Score -311283.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -311329.562500 Penalty: 4088.145752
	Iteration 19Q: 3 clusters Score -311329.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -311376.875000 Penalty: 4088.145752
	Iteration 20F: 3 clusters Score -311376.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -311422.843750 Penalty: 4088.145752
	Iteration 21Q: 3 clusters Score -311422.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -311463.812500 Penalty: 4088.145752
	Iteration 22Q: 3 clusters Score -311463.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -311488.437500 Penalty: 4088.145752
	Iteration 23Q: 3 clusters Score -311488.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -311499.437500 Penalty: 4088.145752
	Iteration 24Q: 3 clusters Score -311499.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -311507.937500 Penalty: 4088.145752
	Iteration 25Q: 3 clusters Score -311507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -311513.968750 Penalty: 4088.145752
	Iteration 26Q: 3 clusters Score -311514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -311522.093750 Penalty: 4088.145752
	Iteration 27Q: 3 clusters Score -311522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -311525.750000 Penalty: 4088.145752
	Iteration 28Q: 3 clusters Score -311525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -311529.156250 Penalty: 4088.145752
	Iteration 29Q: 3 clusters Score -311529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -311532.125000 Penalty: 4088.145752
	Iteration 30Q: 3 clusters Score -311532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -311533.500000 Penalty: 4088.145752
	Iteration 31Q: 3 clusters Score -311533.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -311536.125000 Penalty: 4088.145752
	Iteration 32Q: 3 clusters Score -311536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -311537.000000 Penalty: 4088.145752
	Iteration 33Q: 3 clusters Score -311537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -311537.031250 Penalty: 4088.145752
	Iteration 34Q: 3 clusters Score -311537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -311537.031250 Penalty: 4088.145752
	Iteration 35F: 3 clusters Score -311537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -225630.484375 Penalty: 1966.512573
	Iteration 0F: 2 clusters Score -225630.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -222520.328125 Penalty: 3933.025146
	Iteration 0F: 3 clusters Score -222520.3 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -223120.453125 Penalty: 3933.025146
	Iteration 1F: 3 clusters Score -223120.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -223290.000000 Penalty: 3933.025146
	Iteration 2F: 3 clusters Score -223290 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -223424.109375 Penalty: 3933.025146
	Iteration 3F: 3 clusters Score -223424.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -223510.078125 Penalty: 3933.025146
	Iteration 4Q: 3 clusters Score -223510.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -223576.656250 Penalty: 3933.025146
	Iteration 5Q: 3 clusters Score -223576.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -223630.921875 Penalty: 3933.025146
	Iteration 6Q: 3 clusters Score -223630.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -223688.421875 Penalty: 3933.025146
	Iteration 7Q: 3 clusters Score -223688.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -223742.906250 Penalty: 3933.025146
	Iteration 8Q: 3 clusters Score -223742.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -223802.687500 Penalty: 3933.025146
	Iteration 9Q: 3 clusters Score -223802.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -223866.781250 Penalty: 3933.025146
	Iteration 10Q: 3 clusters Score -223866.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -223924.546875 Penalty: 3933.025146
	Iteration 11Q: 3 clusters Score -223924.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -223983.656250 Penalty: 3933.025146
	Iteration 12Q: 3 clusters Score -223983.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -224036.671875 Penalty: 3933.025146
	Iteration 13Q: 3 clusters Score -224036.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -224085.500000 Penalty: 3933.025146
	Iteration 14Q: 3 clusters Score -224085.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -224138.046875 Penalty: 3933.025146
	Iteration 15Q: 3 clusters Score -224138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -224193.468750 Penalty: 3933.025146
	Iteration 16Q: 3 clusters Score -224193.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -224248.328125 Penalty: 3933.025146
	Iteration 17Q: 3 clusters Score -224248.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -224302.984375 Penalty: 3933.025146
	Iteration 18Q: 3 clusters Score -224303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -224353.890625 Penalty: 3933.025146
	Iteration 19Q: 3 clusters Score -224353.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -224412.843750 Penalty: 3933.025146
	Iteration 20F: 3 clusters Score -224412.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -224455.468750 Penalty: 3933.025146
	Iteration 21Q: 3 clusters Score -224455.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -224498.125000 Penalty: 3933.025146
	Iteration 22Q: 3 clusters Score -224498.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -224538.765625 Penalty: 3933.025146
	Iteration 23Q: 3 clusters Score -224538.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -224578.140625 Penalty: 3933.025146
	Iteration 24Q: 3 clusters Score -224578.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -224624.906250 Penalty: 3933.025146
	Iteration 25Q: 3 clusters Score -224624.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -224660.500000 Penalty: 3933.025146
	Iteration 26Q: 3 clusters Score -224660.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -224680.078125 Penalty: 3933.025146
	Iteration 27Q: 3 clusters Score -224680.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -224690.781250 Penalty: 3933.025146
	Iteration 28Q: 3 clusters Score -224690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -224699.000000 Penalty: 3933.025146
	Iteration 29Q: 3 clusters Score -224699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -224705.609375 Penalty: 3933.025146
	Iteration 30Q: 3 clusters Score -224705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -224709.546875 Penalty: 3933.025146
	Iteration 31Q: 3 clusters Score -224709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -224712.625000 Penalty: 3933.025146
	Iteration 32Q: 3 clusters Score -224712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -224713.984375 Penalty: 3933.025146
	Iteration 33Q: 3 clusters Score -224714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -224715.140625 Penalty: 3933.025146
	Iteration 34Q: 3 clusters Score -224715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -224715.625000 Penalty: 3933.025146
	Iteration 35Q: 3 clusters Score -224715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -224717.250000 Penalty: 3933.025146
	Iteration 36Q: 3 clusters Score -224717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -224719.234375 Penalty: 3933.025146
	Iteration 37Q: 3 clusters Score -224719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -224720.437500 Penalty: 3933.025146
	Iteration 38Q: 3 clusters Score -224720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -224722.375000 Penalty: 3933.025146
	Iteration 39Q: 3 clusters Score -224722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -224726.875000 Penalty: 3933.025146
	Iteration 40F: 3 clusters Score -224726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -224728.687500 Penalty: 3933.025146
	Iteration 41Q: 3 clusters Score -224728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -224731.031250 Penalty: 3933.025146
	Iteration 42Q: 3 clusters Score -224731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -224731.031250 Penalty: 3933.025146
	Iteration 43F: 3 clusters Score -224731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -566374.250000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -566374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -560779.062500 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -560779.1 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -562150.062500 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -562150.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -562374.312500 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -562374.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -562508.937500 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -562508.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -562595.687500 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -562595.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -562661.625000 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -562661.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -562712.875000 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -562712.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -562765.937500 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -562765.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -562806.250000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -562806.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -562841.750000 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -562841.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -562874.562500 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -562874.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -562894.437500 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -562894.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -562911.000000 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -562911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -562921.937500 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -562921.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -562934.000000 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -562934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -562948.312500 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -562948.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -562959.750000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -562959.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -562967.500000 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -562967.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -562976.875000 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -562976.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -562983.312500 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -562983.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -562990.312500 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -562990.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -562994.562500 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -562994.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -563000.875000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -563000.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -563004.625000 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -563004.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -563006.812500 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -563006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -563008.875000 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -563008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -563011.687500 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -563011.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -563014.875000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -563014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -563017.375000 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -563017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -563020.250000 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -563020.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -563023.500000 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -563023.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -563025.875000 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -563025.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -563027.187500 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -563027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -563030.187500 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -563030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -563031.937500 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -563031.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -563033.000000 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -563033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -563034.125000 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -563034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -563035.875000 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -563035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -563037.625000 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -563037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -563037.750000 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -563037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -563038.187500 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -563038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Entering Unmasked Estep 
Score: -8737641.000000 Penalty: 2853.959961
	Iteration 0F: 2 clusters Score -8737641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -8670921.000000 Penalty: 5707.919922
	Iteration 0F: 3 clusters Score -8670921 nChanged 46817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -8697811.000000 Penalty: 5707.919922
	Iteration 1F: 3 clusters Score -8697811 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -8698490.000000 Penalty: 5707.919922
	Iteration 2Q: 3 clusters Score -8698490 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -8699183.000000 Penalty: 5707.919922
	Iteration 3Q: 3 clusters Score -8699183 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -8700035.000000 Penalty: 5707.919922
	Iteration 4Q: 3 clusters Score -8700035 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -8701431.000000 Penalty: 5707.919922
	Iteration 5Q: 3 clusters Score -8701431 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -8703399.000000 Penalty: 5707.919922
	Iteration 6Q: 3 clusters Score -8703399 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -8706617.000000 Penalty: 5707.919922
	Iteration 7F: 3 clusters Score -8706617 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -8711567.000000 Penalty: 5707.919922
	Iteration 8F: 3 clusters Score -8711567 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -8717668.000000 Penalty: 5707.919922
	Iteration 9F: 3 clusters Score -8717668 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -8723363.000000 Penalty: 5707.919922
	Iteration 10F: 3 clusters Score -8723363 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -8727613.000000 Penalty: 5707.919922
	Iteration 11F: 3 clusters Score -8727613 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -8730566.000000 Penalty: 5707.919922
	Iteration 12Q: 3 clusters Score -8730566 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 95667 members 
Entering Unmasked Estep 
Score: -8732455.000000 Penalty: 5707.919922
	Iteration 13Q: 3 clusters Score -8732455 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -8733633.000000 Penalty: 5707.919922
	Iteration 14Q: 3 clusters Score -8733633 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 98011 members 
Entering Unmasked Estep 
Score: -8734324.000000 Penalty: 5707.919922
	Iteration 15Q: 3 clusters Score -8734324 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -8734737.000000 Penalty: 5707.919922
	Iteration 16Q: 3 clusters Score -8734737 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -8734942.000000 Penalty: 5707.919922
	Iteration 17Q: 3 clusters Score -8734942 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -8735044.000000 Penalty: 5707.919922
	Iteration 18Q: 3 clusters Score -8735044 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -8735113.000000 Penalty: 5707.919922
	Iteration 19Q: 3 clusters Score -8735113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -8735160.000000 Penalty: 5707.919922
	Iteration 20F: 3 clusters Score -8735160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -8735189.000000 Penalty: 5707.919922
	Iteration 21Q: 3 clusters Score -8735189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -8735210.000000 Penalty: 5707.919922
	Iteration 22Q: 3 clusters Score -8735210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -8735228.000000 Penalty: 5707.919922
	Iteration 23Q: 3 clusters Score -8735228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -8735240.000000 Penalty: 5707.919922
	Iteration 24Q: 3 clusters Score -8735240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -8735256.000000 Penalty: 5707.919922
	Iteration 25Q: 3 clusters Score -8735256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 99070 members 
Entering Unmasked Estep 
Score: -8735242.000000 Penalty: 5707.919922
	Iteration 26Q: 3 clusters Score -8735242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -8735252.000000 Penalty: 5707.919922
	Iteration 27Q: 3 clusters Score -8735252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -8735254.000000 Penalty: 5707.919922
	Iteration 28Q: 3 clusters Score -8735254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -8735258.000000 Penalty: 5707.919922
	Iteration 29Q: 3 clusters Score -8735258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -8735258.000000 Penalty: 5707.919922
	Iteration 30F: 3 clusters Score -8735258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1023416.687500 Penalty: 2343.342773
	Iteration 0F: 2 clusters Score -1023417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1014102.875000 Penalty: 4686.685547
	Iteration 0F: 3 clusters Score -1014103 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1017555.000000 Penalty: 4686.685547
	Iteration 1F: 3 clusters Score -1017555 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1018603.750000 Penalty: 4686.685547
	Iteration 2F: 3 clusters Score -1018604 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1019530.500000 Penalty: 4686.685547
	Iteration 3F: 3 clusters Score -1019530 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1020214.625000 Penalty: 4686.685547
	Iteration 4F: 3 clusters Score -1020215 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1020719.437500 Penalty: 4686.685547
	Iteration 5F: 3 clusters Score -1020719 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1021162.125000 Penalty: 4686.685547
	Iteration 6F: 3 clusters Score -1021162 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1021450.562500 Penalty: 4686.685547
	Iteration 7Q: 3 clusters Score -1021451 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1021616.812500 Penalty: 4686.685547
	Iteration 8Q: 3 clusters Score -1021617 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1021692.312500 Penalty: 4686.685547
	Iteration 9Q: 3 clusters Score -1021692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1021731.375000 Penalty: 4686.685547
	Iteration 10Q: 3 clusters Score -1021731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1021753.750000 Penalty: 4686.685547
	Iteration 11Q: 3 clusters Score -1021754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1021771.187500 Penalty: 4686.685547
	Iteration 12Q: 3 clusters Score -1021771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1021782.750000 Penalty: 4686.685547
	Iteration 13Q: 3 clusters Score -1021783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1021793.687500 Penalty: 4686.685547
	Iteration 14Q: 3 clusters Score -1021794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1021804.687500 Penalty: 4686.685547
	Iteration 15Q: 3 clusters Score -1021805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1021809.062500 Penalty: 4686.685547
	Iteration 16Q: 3 clusters Score -1021809 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1021816.062500 Penalty: 4686.685547
	Iteration 17Q: 3 clusters Score -1021816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1021818.625000 Penalty: 4686.685547
	Iteration 18Q: 3 clusters Score -1021819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1021824.062500 Penalty: 4686.685547
	Iteration 19Q: 3 clusters Score -1021824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1021823.375000 Penalty: 4686.685547
	Iteration 20F: 3 clusters Score -1021823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1021829.750000 Penalty: 4686.685547
	Iteration 21Q: 3 clusters Score -1021830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1021830.437500 Penalty: 4686.685547
	Iteration 22Q: 3 clusters Score -1021830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1021837.187500 Penalty: 4686.685547
	Iteration 23Q: 3 clusters Score -1021837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1021841.687500 Penalty: 4686.685547
	Iteration 24Q: 3 clusters Score -1021842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1021841.937500 Penalty: 4686.685547
	Iteration 25Q: 3 clusters Score -1021842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1021843.937500 Penalty: 4686.685547
	Iteration 26Q: 3 clusters Score -1021844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1021842.937500 Penalty: 4686.685547
	Iteration 27Q: 3 clusters Score -1021843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1021842.312500 Penalty: 4686.685547
	Iteration 28Q: 3 clusters Score -1021842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1021843.562500 Penalty: 4686.685547
	Iteration 29Q: 3 clusters Score -1021844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1021845.750000 Penalty: 4686.685547
	Iteration 30Q: 3 clusters Score -1021846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1021846.562500 Penalty: 4686.685547
	Iteration 31Q: 3 clusters Score -1021847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1021847.437500 Penalty: 4686.685547
	Iteration 32Q: 3 clusters Score -1021847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1021847.250000 Penalty: 4686.685547
	Iteration 33Q: 3 clusters Score -1021847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1021847.875000 Penalty: 4686.685547
	Iteration 34Q: 3 clusters Score -1021848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1021847.062500 Penalty: 4686.685547
	Iteration 35Q: 3 clusters Score -1021847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1021848.000000 Penalty: 4686.685547
	Iteration 36Q: 3 clusters Score -1021848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1021849.125000 Penalty: 4686.685547
	Iteration 37Q: 3 clusters Score -1021849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1021848.187500 Penalty: 4686.685547
	Iteration 38Q: 3 clusters Score -1021848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1021851.750000 Penalty: 4686.685547
	Iteration 39Q: 3 clusters Score -1021852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1021850.500000 Penalty: 4686.685547
	Iteration 40F: 3 clusters Score -1021850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1021851.062500 Penalty: 4686.685547
	Iteration 41Q: 3 clusters Score -1021851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1021851.812500 Penalty: 4686.685547
	Iteration 42Q: 3 clusters Score -1021852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1021850.312500 Penalty: 4686.685547
	Iteration 43Q: 3 clusters Score -1021850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1021848.812500 Penalty: 4686.685547
	Iteration 44Q: 3 clusters Score -1021849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1021850.062500 Penalty: 4686.685547
	Iteration 45Q: 3 clusters Score -1021850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1021848.875000 Penalty: 4686.685547
	Iteration 46Q: 3 clusters Score -1021849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1021848.875000 Penalty: 4686.685547
	Iteration 47F: 3 clusters Score -1021849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Entering Unmasked Estep 
Score: -1028385.687500 Penalty: 2324.854492
	Iteration 0F: 2 clusters Score -1028386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1019568.562500 Penalty: 4649.708984
	Iteration 0F: 3 clusters Score -1019569 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1022084.500000 Penalty: 4649.708984
	Iteration 1F: 3 clusters Score -1022084 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1022429.750000 Penalty: 4649.708984
	Iteration 2F: 3 clusters Score -1022430 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1022751.437500 Penalty: 4649.708984
	Iteration 3F: 3 clusters Score -1022751 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1023067.000000 Penalty: 4649.708984
	Iteration 4Q: 3 clusters Score -1023067 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1023463.062500 Penalty: 4649.708984
	Iteration 5F: 3 clusters Score -1023463 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1023985.687500 Penalty: 4649.708984
	Iteration 6F: 3 clusters Score -1023986 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1024564.375000 Penalty: 4649.708984
	Iteration 7F: 3 clusters Score -1024564 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1025093.750000 Penalty: 4649.708984
	Iteration 8F: 3 clusters Score -1025094 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1025516.875000 Penalty: 4649.708984
	Iteration 9Q: 3 clusters Score -1025517 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1025808.062500 Penalty: 4649.708984
	Iteration 10Q: 3 clusters Score -1025808 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1026017.625000 Penalty: 4649.708984
	Iteration 11Q: 3 clusters Score -1026018 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1026165.500000 Penalty: 4649.708984
	Iteration 12Q: 3 clusters Score -1026166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1026292.812500 Penalty: 4649.708984
	Iteration 13Q: 3 clusters Score -1026293 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1026409.562500 Penalty: 4649.708984
	Iteration 14Q: 3 clusters Score -1026410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1026538.062500 Penalty: 4649.708984
	Iteration 15Q: 3 clusters Score -1026538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1026631.312500 Penalty: 4649.708984
	Iteration 16Q: 3 clusters Score -1026631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1026698.812500 Penalty: 4649.708984
	Iteration 17Q: 3 clusters Score -1026699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1026737.750000 Penalty: 4649.708984
	Iteration 18Q: 3 clusters Score -1026738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1026782.562500 Penalty: 4649.708984
	Iteration 19Q: 3 clusters Score -1026783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1026823.687500 Penalty: 4649.708984
	Iteration 20F: 3 clusters Score -1026824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1026848.687500 Penalty: 4649.708984
	Iteration 21Q: 3 clusters Score -1026849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1026875.437500 Penalty: 4649.708984
	Iteration 22Q: 3 clusters Score -1026875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1026899.437500 Penalty: 4649.708984
	Iteration 23Q: 3 clusters Score -1026899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1026925.250000 Penalty: 4649.708984
	Iteration 24Q: 3 clusters Score -1026925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1026949.875000 Penalty: 4649.708984
	Iteration 25Q: 3 clusters Score -1026950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1026963.625000 Penalty: 4649.708984
	Iteration 26Q: 3 clusters Score -1026964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1026977.125000 Penalty: 4649.708984
	Iteration 27Q: 3 clusters Score -1026977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1026983.812500 Penalty: 4649.708984
	Iteration 28Q: 3 clusters Score -1026984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1026995.562500 Penalty: 4649.708984
	Iteration 29Q: 3 clusters Score -1026996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1027002.062500 Penalty: 4649.708984
	Iteration 30Q: 3 clusters Score -1027002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1027009.750000 Penalty: 4649.708984
	Iteration 31Q: 3 clusters Score -1027010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1027018.375000 Penalty: 4649.708984
	Iteration 32Q: 3 clusters Score -1027018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1027026.812500 Penalty: 4649.708984
	Iteration 33Q: 3 clusters Score -1027027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1027030.625000 Penalty: 4649.708984
	Iteration 34Q: 3 clusters Score -1027031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1027029.687500 Penalty: 4649.708984
	Iteration 35Q: 3 clusters Score -1027030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1027034.250000 Penalty: 4649.708984
	Iteration 36Q: 3 clusters Score -1027034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1027039.187500 Penalty: 4649.708984
	Iteration 37Q: 3 clusters Score -1027039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1027038.812500 Penalty: 4649.708984
	Iteration 38Q: 3 clusters Score -1027039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1027039.625000 Penalty: 4649.708984
	Iteration 39Q: 3 clusters Score -1027040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1027040.062500 Penalty: 4649.708984
	Iteration 40F: 3 clusters Score -1027040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1027040.812500 Penalty: 4649.708984
	Iteration 41Q: 3 clusters Score -1027041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1027041.187500 Penalty: 4649.708984
	Iteration 42Q: 3 clusters Score -1027041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1027041.187500 Penalty: 4649.708984
	Iteration 43F: 3 clusters Score -1027041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Entering Unmasked Estep 
Score: -399227.593750 Penalty: 2151.539795
	Iteration 0F: 2 clusters Score -399227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -394255.031250 Penalty: 4303.079590
	Iteration 0F: 3 clusters Score -394255 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -395817.593750 Penalty: 4303.079590
	Iteration 1F: 3 clusters Score -395817.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -396363.406250 Penalty: 4303.079590
	Iteration 2F: 3 clusters Score -396363.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -396832.562500 Penalty: 4303.079590
	Iteration 3F: 3 clusters Score -396832.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -397225.250000 Penalty: 4303.079590
	Iteration 4F: 3 clusters Score -397225.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -397558.093750 Penalty: 4303.079590
	Iteration 5F: 3 clusters Score -397558.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -397903.031250 Penalty: 4303.079590
	Iteration 6F: 3 clusters Score -397903 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -398204.500000 Penalty: 4303.079590
	Iteration 7Q: 3 clusters Score -398204.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -398410.937500 Penalty: 4303.079590
	Iteration 8Q: 3 clusters Score -398410.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -398549.781250 Penalty: 4303.079590
	Iteration 9Q: 3 clusters Score -398549.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -398627.781250 Penalty: 4303.079590
	Iteration 10Q: 3 clusters Score -398627.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -398682.500000 Penalty: 4303.079590
	Iteration 11Q: 3 clusters Score -398682.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -398715.968750 Penalty: 4303.079590
	Iteration 12Q: 3 clusters Score -398716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -398738.562500 Penalty: 4303.079590
	Iteration 13Q: 3 clusters Score -398738.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -398750.687500 Penalty: 4303.079590
	Iteration 14Q: 3 clusters Score -398750.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -398762.156250 Penalty: 4303.079590
	Iteration 15Q: 3 clusters Score -398762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -398768.187500 Penalty: 4303.079590
	Iteration 16Q: 3 clusters Score -398768.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -398775.687500 Penalty: 4303.079590
	Iteration 17Q: 3 clusters Score -398775.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -398785.718750 Penalty: 4303.079590
	Iteration 18Q: 3 clusters Score -398785.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -398791.968750 Penalty: 4303.079590
	Iteration 19Q: 3 clusters Score -398792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -398796.000000 Penalty: 4303.079590
	Iteration 20F: 3 clusters Score -398796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -398798.500000 Penalty: 4303.079590
	Iteration 21Q: 3 clusters Score -398798.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -398805.625000 Penalty: 4303.079590
	Iteration 22Q: 3 clusters Score -398805.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -398811.750000 Penalty: 4303.079590
	Iteration 23Q: 3 clusters Score -398811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -398817.375000 Penalty: 4303.079590
	Iteration 24Q: 3 clusters Score -398817.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -398822.187500 Penalty: 4303.079590
	Iteration 25Q: 3 clusters Score -398822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -398822.406250 Penalty: 4303.079590
	Iteration 26Q: 3 clusters Score -398822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -398824.875000 Penalty: 4303.079590
	Iteration 27Q: 3 clusters Score -398824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -398825.906250 Penalty: 4303.079590
	Iteration 28Q: 3 clusters Score -398825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -398827.843750 Penalty: 4303.079590
	Iteration 29Q: 3 clusters Score -398827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -398828.812500 Penalty: 4303.079590
	Iteration 30Q: 3 clusters Score -398828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -398829.531250 Penalty: 4303.079590
	Iteration 31Q: 3 clusters Score -398829.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -398834.781250 Penalty: 4303.079590
	Iteration 32Q: 3 clusters Score -398834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -398840.156250 Penalty: 4303.079590
	Iteration 33Q: 3 clusters Score -398840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -398841.218750 Penalty: 4303.079590
	Iteration 34Q: 3 clusters Score -398841.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398842.843750 Penalty: 4303.079590
	Iteration 35Q: 3 clusters Score -398842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398844.750000 Penalty: 4303.079590
	Iteration 36Q: 3 clusters Score -398844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398845.843750 Penalty: 4303.079590
	Iteration 37Q: 3 clusters Score -398845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398847.093750 Penalty: 4303.079590
	Iteration 38Q: 3 clusters Score -398847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398847.906250 Penalty: 4303.079590
	Iteration 39Q: 3 clusters Score -398847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -398848.843750 Penalty: 4303.079590
	Iteration 40F: 3 clusters Score -398848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -398848.531250 Penalty: 4303.079590
	Iteration 41Q: 3 clusters Score -398848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398849.281250 Penalty: 4303.079590
	Iteration 42Q: 3 clusters Score -398849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -398849.031250 Penalty: 4303.079590
	Iteration 43Q: 3 clusters Score -398849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398850.406250 Penalty: 4303.079590
	Iteration 44Q: 3 clusters Score -398850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -398850.406250 Penalty: 4303.079590
	Iteration 45F: 3 clusters Score -398850.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (400284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400284 members 
Entering Unmasked Estep 
Score: -35157792.000000 Penalty: 3199.182617
	Iteration 0F: 2 clusters Score -3.515779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199439 members 
Mstep: Class 2 contains 200845 members 
Entering Unmasked Estep 
Score: -34887624.000000 Penalty: 6398.365234
	Iteration 0F: 3 clusters Score -3.488762e+07 nChanged 194503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185624 members 
Mstep: Class 2 contains 214660 members 
Entering Unmasked Estep 
Score: -35004388.000000 Penalty: 6398.365234
	Iteration 1F: 3 clusters Score -3.500439e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176140 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -35007660.000000 Penalty: 6398.365234
	Iteration 2Q: 3 clusters Score -3.500766e+07 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161105 members 
Mstep: Class 2 contains 239179 members 
Entering Unmasked Estep 
Score: -35014220.000000 Penalty: 6398.365234
	Iteration 3Q: 3 clusters Score -3.501422e+07 nChanged 23743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 262228 members 
Entering Unmasked Estep 
Score: -35027600.000000 Penalty: 6398.365234
	Iteration 4F: 3 clusters Score -3.50276e+07 nChanged 32611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 294607 members 
Entering Unmasked Estep 
Score: -35052664.000000 Penalty: 6398.365234
	Iteration 5F: 3 clusters Score -3.505266e+07 nChanged 38602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 333145 members 
Entering Unmasked Estep 
Score: -35089112.000000 Penalty: 6398.365234
	Iteration 6F: 3 clusters Score -3.508911e+07 nChanged 34089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 367230 members 
Entering Unmasked Estep 
Score: -35123288.000000 Penalty: 6398.365234
	Iteration 7F: 3 clusters Score -3.512329e+07 nChanged 20674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 387902 members 
Entering Unmasked Estep 
Score: -35143508.000000 Penalty: 6398.365234
	Iteration 8F: 3 clusters Score -3.514351e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 396442 members 
Entering Unmasked Estep 
Score: -35151448.000000 Penalty: 6398.365234
	Iteration 9Q: 3 clusters Score -3.515145e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 399088 members 
Entering Unmasked Estep 
Score: -35153776.000000 Penalty: 6398.365234
	Iteration 10Q: 3 clusters Score -3.515378e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 399764 members 
Entering Unmasked Estep 
Score: -35154468.000000 Penalty: 6398.365234
	Iteration 11Q: 3 clusters Score -3.515447e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 399911 members 
Entering Unmasked Estep 
Score: -35154692.000000 Penalty: 6398.365234
	Iteration 12Q: 3 clusters Score -3.515469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 399964 members 
Entering Unmasked Estep 
Score: -35154776.000000 Penalty: 6398.365234
	Iteration 13Q: 3 clusters Score -3.515478e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 399993 members 
Entering Unmasked Estep 
Score: -35154840.000000 Penalty: 6398.365234
	Iteration 14Q: 3 clusters Score -3.515484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 400009 members 
Entering Unmasked Estep 
Score: -35154864.000000 Penalty: 6398.365234
	Iteration 15Q: 3 clusters Score -3.515486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 400024 members 
Entering Unmasked Estep 
Score: -35154932.000000 Penalty: 6398.365234
	Iteration 16Q: 3 clusters Score -3.515493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 400027 members 
Entering Unmasked Estep 
Score: -35154944.000000 Penalty: 6398.365234
	Iteration 17Q: 3 clusters Score -3.515494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 400031 members 
Entering Unmasked Estep 
Score: -35154956.000000 Penalty: 6398.365234
	Iteration 18Q: 3 clusters Score -3.515496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 400032 members 
Entering Unmasked Estep 
Score: -35154952.000000 Penalty: 6398.365234
	Iteration 19Q: 3 clusters Score -3.515495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 400035 members 
Entering Unmasked Estep 
Score: -35154960.000000 Penalty: 6398.365234
	Iteration 20F: 3 clusters Score -3.515496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 400035 members 
Entering Unmasked Estep 
Score: -35154956.000000 Penalty: 6398.365234
	Iteration 21Q: 3 clusters Score -3.515496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 400038 members 
Entering Unmasked Estep 
Score: -35154980.000000 Penalty: 6398.365234
	Iteration 22Q: 3 clusters Score -3.515498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 400041 members 
Entering Unmasked Estep 
Score: -35154976.000000 Penalty: 6398.365234
	Iteration 23Q: 3 clusters Score -3.515498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400045 members 
Entering Unmasked Estep 
Score: -35154988.000000 Penalty: 6398.365234
	Iteration 24Q: 3 clusters Score -3.515499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 400046 members 
Entering Unmasked Estep 
Score: -35154992.000000 Penalty: 6398.365234
	Iteration 25Q: 3 clusters Score -3.515499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 400048 members 
Entering Unmasked Estep 
Score: -35154984.000000 Penalty: 6398.365234
	Iteration 26Q: 3 clusters Score -3.515498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 400047 members 
Entering Unmasked Estep 
Score: -35154992.000000 Penalty: 6398.365234
	Iteration 27Q: 3 clusters Score -3.515499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 400047 members 
Entering Unmasked Estep 
Score: -35154992.000000 Penalty: 6398.365234
	Iteration 28F: 3 clusters Score -3.515499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -576913.500000 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -576913.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -571222.812500 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -571222.8 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -572982.000000 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -572982 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -573529.812500 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -573529.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -574008.625000 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -574008.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -574393.687500 Penalty: 4383.489746
	Iteration 4F: 3 clusters Score -574393.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -574749.250000 Penalty: 4383.489746
	Iteration 5F: 3 clusters Score -574749.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -575038.062500 Penalty: 4383.489746
	Iteration 6F: 3 clusters Score -575038.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -575254.625000 Penalty: 4383.489746
	Iteration 7Q: 3 clusters Score -575254.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -575391.875000 Penalty: 4383.489746
	Iteration 8Q: 3 clusters Score -575391.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -575480.937500 Penalty: 4383.489746
	Iteration 9Q: 3 clusters Score -575480.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -575534.187500 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -575534.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -575572.000000 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -575572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -575600.500000 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -575600.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -575626.562500 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -575626.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -575644.625000 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -575644.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -575658.000000 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -575658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -575666.750000 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -575666.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -575672.625000 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -575672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -575678.750000 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -575678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -575685.187500 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -575685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -575688.875000 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -575688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -575690.875000 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -575690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -575695.000000 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -575695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -575695.125000 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -575695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -575700.125000 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -575700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -575702.125000 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -575702.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -575705.062500 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -575705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -575705.000000 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -575705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -575707.250000 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -575707.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -575708.937500 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -575708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -575709.312500 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -575709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -575711.062500 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -575711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -575711.937500 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -575711.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -575715.625000 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -575715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -575716.625000 Penalty: 4383.489746
	Iteration 34Q: 3 clusters Score -575716.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -575719.250000 Penalty: 4383.489746
	Iteration 35Q: 3 clusters Score -575719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -575720.000000 Penalty: 4383.489746
	Iteration 36Q: 3 clusters Score -575720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -575723.625000 Penalty: 4383.489746
	Iteration 37Q: 3 clusters Score -575723.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -575725.937500 Penalty: 4383.489746
	Iteration 38Q: 3 clusters Score -575725.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -575728.750000 Penalty: 4383.489746
	Iteration 39Q: 3 clusters Score -575728.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -575730.437500 Penalty: 4383.489746
	Iteration 40F: 3 clusters Score -575730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -575730.000000 Penalty: 4383.489746
	Iteration 41Q: 3 clusters Score -575730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -575733.437500 Penalty: 4383.489746
	Iteration 42Q: 3 clusters Score -575733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -575734.562500 Penalty: 4383.489746
	Iteration 43Q: 3 clusters Score -575734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -575733.812500 Penalty: 4383.489746
	Iteration 44Q: 3 clusters Score -575733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -575733.062500 Penalty: 4383.489746
	Iteration 45Q: 3 clusters Score -575733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -575733.937500 Penalty: 4383.489746
	Iteration 46Q: 3 clusters Score -575733.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -575734.000000 Penalty: 4383.489746
	Iteration 47Q: 3 clusters Score -575734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -575734.000000 Penalty: 4383.489746
	Iteration 48F: 3 clusters Score -575734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (29405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Entering Unmasked Estep 
Score: -2330149.000000 Penalty: 2551.652344
	Iteration 0F: 2 clusters Score -2330149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2309838.500000 Penalty: 5103.304688
	Iteration 0F: 3 clusters Score -2309838 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2317501.000000 Penalty: 5103.304688
	Iteration 1F: 3 clusters Score -2317501 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2318413.500000 Penalty: 5103.304688
	Iteration 2F: 3 clusters Score -2318414 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2319572.500000 Penalty: 5103.304688
	Iteration 3F: 3 clusters Score -2319572 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2320874.250000 Penalty: 5103.304688
	Iteration 4F: 3 clusters Score -2320874 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2322120.750000 Penalty: 5103.304688
	Iteration 5F: 3 clusters Score -2322121 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2323170.500000 Penalty: 5103.304688
	Iteration 6F: 3 clusters Score -2323170 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2324025.750000 Penalty: 5103.304688
	Iteration 7F: 3 clusters Score -2324026 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2324775.000000 Penalty: 5103.304688
	Iteration 8Q: 3 clusters Score -2324775 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2325433.000000 Penalty: 5103.304688
	Iteration 9Q: 3 clusters Score -2325433 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2325946.750000 Penalty: 5103.304688
	Iteration 10Q: 3 clusters Score -2325947 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2326321.000000 Penalty: 5103.304688
	Iteration 11Q: 3 clusters Score -2326321 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2326607.750000 Penalty: 5103.304688
	Iteration 12Q: 3 clusters Score -2326608 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2326814.250000 Penalty: 5103.304688
	Iteration 13Q: 3 clusters Score -2326814 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2327001.750000 Penalty: 5103.304688
	Iteration 14Q: 3 clusters Score -2327002 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2327174.000000 Penalty: 5103.304688
	Iteration 15Q: 3 clusters Score -2327174 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2327317.250000 Penalty: 5103.304688
	Iteration 16Q: 3 clusters Score -2327317 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2327475.000000 Penalty: 5103.304688
	Iteration 17Q: 3 clusters Score -2327475 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2327595.750000 Penalty: 5103.304688
	Iteration 18Q: 3 clusters Score -2327596 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2327715.750000 Penalty: 5103.304688
	Iteration 19Q: 3 clusters Score -2327716 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2327813.000000 Penalty: 5103.304688
	Iteration 20F: 3 clusters Score -2327813 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2327896.000000 Penalty: 5103.304688
	Iteration 21Q: 3 clusters Score -2327896 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2327952.000000 Penalty: 5103.304688
	Iteration 22Q: 3 clusters Score -2327952 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2328021.250000 Penalty: 5103.304688
	Iteration 23Q: 3 clusters Score -2328021 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2328068.500000 Penalty: 5103.304688
	Iteration 24Q: 3 clusters Score -2328068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2328104.500000 Penalty: 5103.304688
	Iteration 25Q: 3 clusters Score -2328104 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2328150.500000 Penalty: 5103.304688
	Iteration 26Q: 3 clusters Score -2328150 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2328211.750000 Penalty: 5103.304688
	Iteration 27Q: 3 clusters Score -2328212 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2328242.250000 Penalty: 5103.304688
	Iteration 28Q: 3 clusters Score -2328242 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2328284.750000 Penalty: 5103.304688
	Iteration 29Q: 3 clusters Score -2328285 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2328334.500000 Penalty: 5103.304688
	Iteration 30Q: 3 clusters Score -2328334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2328372.000000 Penalty: 5103.304688
	Iteration 31Q: 3 clusters Score -2328372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2328418.500000 Penalty: 5103.304688
	Iteration 32Q: 3 clusters Score -2328418 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2328470.000000 Penalty: 5103.304688
	Iteration 33Q: 3 clusters Score -2328470 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2328541.500000 Penalty: 5103.304688
	Iteration 34Q: 3 clusters Score -2328542 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2328648.250000 Penalty: 5103.304688
	Iteration 35Q: 3 clusters Score -2328648 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2328735.500000 Penalty: 5103.304688
	Iteration 36Q: 3 clusters Score -2328736 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2328821.000000 Penalty: 5103.304688
	Iteration 37Q: 3 clusters Score -2328821 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2328888.000000 Penalty: 5103.304688
	Iteration 38Q: 3 clusters Score -2328888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2328933.750000 Penalty: 5103.304688
	Iteration 39Q: 3 clusters Score -2328934 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2328972.000000 Penalty: 5103.304688
	Iteration 40F: 3 clusters Score -2328972 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2328993.250000 Penalty: 5103.304688
	Iteration 41Q: 3 clusters Score -2328993 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2329019.250000 Penalty: 5103.304688
	Iteration 42Q: 3 clusters Score -2329019 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2329047.250000 Penalty: 5103.304688
	Iteration 43Q: 3 clusters Score -2329047 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2329089.250000 Penalty: 5103.304688
	Iteration 44Q: 3 clusters Score -2329089 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2329112.500000 Penalty: 5103.304688
	Iteration 45Q: 3 clusters Score -2329112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2329108.000000 Penalty: 5103.304688
	Iteration 46Q: 3 clusters Score -2329108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2329140.500000 Penalty: 5103.304688
	Iteration 47Q: 3 clusters Score -2329140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2329157.000000 Penalty: 5103.304688
	Iteration 48Q: 3 clusters Score -2329157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2329181.000000 Penalty: 5103.304688
	Iteration 49Q: 3 clusters Score -2329181 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2329211.500000 Penalty: 5103.304688
	Iteration 50Q: 3 clusters Score -2329212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2329231.000000 Penalty: 5103.304688
	Iteration 51Q: 3 clusters Score -2329231 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2329235.750000 Penalty: 5103.304688
	Iteration 52Q: 3 clusters Score -2329236 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2329276.250000 Penalty: 5103.304688
	Iteration 53Q: 3 clusters Score -2329276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2329320.750000 Penalty: 5103.304688
	Iteration 54Q: 3 clusters Score -2329321 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2329350.000000 Penalty: 5103.304688
	Iteration 55Q: 3 clusters Score -2329350 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2329400.250000 Penalty: 5103.304688
	Iteration 56Q: 3 clusters Score -2329400 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2329444.500000 Penalty: 5103.304688
	Iteration 57Q: 3 clusters Score -2329444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2329487.750000 Penalty: 5103.304688
	Iteration 58Q: 3 clusters Score -2329488 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2329548.500000 Penalty: 5103.304688
	Iteration 59Q: 3 clusters Score -2329548 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2329605.250000 Penalty: 5103.304688
	Iteration 60F: 3 clusters Score -2329605 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2329679.500000 Penalty: 5103.304688
	Iteration 61Q: 3 clusters Score -2329680 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2329779.250000 Penalty: 5103.304688
	Iteration 62Q: 3 clusters Score -2329779 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -2329884.500000 Penalty: 5103.304688
	Iteration 63Q: 3 clusters Score -2329884 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -2329981.250000 Penalty: 5103.304688
	Iteration 64Q: 3 clusters Score -2329981 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2330095.500000 Penalty: 5103.304688
	Iteration 65Q: 3 clusters Score -2330096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2330207.250000 Penalty: 5103.304688
	Iteration 66Q: 3 clusters Score -2330207 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2330319.250000 Penalty: 5103.304688
	Iteration 67Q: 3 clusters Score -2330319 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -2330482.000000 Penalty: 5103.304688
	Iteration 68Q: 3 clusters Score -2330482 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2330697.250000 Penalty: 5103.304688
	Iteration 69Q: 3 clusters Score -2330697 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -2330930.000000 Penalty: 5103.304688
	Iteration 70Q: 3 clusters Score -2330930 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2331114.750000 Penalty: 5103.304688
	Iteration 71Q: 3 clusters Score -2331115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2331227.750000 Penalty: 5103.304688
	Iteration 72Q: 3 clusters Score -2331228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2331291.500000 Penalty: 5103.304688
	Iteration 73Q: 3 clusters Score -2331292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -2331336.750000 Penalty: 5103.304688
	Iteration 74Q: 3 clusters Score -2331337 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -2331366.250000 Penalty: 5103.304688
	Iteration 75Q: 3 clusters Score -2331366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -2331392.500000 Penalty: 5103.304688
	Iteration 76Q: 3 clusters Score -2331392 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2331421.000000 Penalty: 5103.304688
	Iteration 77Q: 3 clusters Score -2331421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2331435.250000 Penalty: 5103.304688
	Iteration 78Q: 3 clusters Score -2331435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -2331449.000000 Penalty: 5103.304688
	Iteration 79Q: 3 clusters Score -2331449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -2331454.750000 Penalty: 5103.304688
	Iteration 80F: 3 clusters Score -2331455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2331455.750000 Penalty: 5103.304688
	Iteration 81Q: 3 clusters Score -2331456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -2331464.750000 Penalty: 5103.304688
	Iteration 82Q: 3 clusters Score -2331465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2331465.000000 Penalty: 5103.304688
	Iteration 83Q: 3 clusters Score -2331465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2331465.250000 Penalty: 5103.304688
	Iteration 84Q: 3 clusters Score -2331465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2331466.250000 Penalty: 5103.304688
	Iteration 85Q: 3 clusters Score -2331466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -2331466.250000 Penalty: 5103.304688
	Iteration 86Q: 3 clusters Score -2331466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2331464.750000 Penalty: 5103.304688
	Iteration 87Q: 3 clusters Score -2331465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2331466.500000 Penalty: 5103.304688
	Iteration 88Q: 3 clusters Score -2331466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -2331464.750000 Penalty: 5103.304688
	Iteration 89Q: 3 clusters Score -2331465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -2331466.500000 Penalty: 5103.304688
	Iteration 90Q: 3 clusters Score -2331466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2331466.000000 Penalty: 5103.304688
	Iteration 91Q: 3 clusters Score -2331466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2331466.250000 Penalty: 5103.304688
	Iteration 92Q: 3 clusters Score -2331466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2331467.000000 Penalty: 5103.304688
	Iteration 93Q: 3 clusters Score -2331467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2331467.000000 Penalty: 5103.304688
	Iteration 94F: 3 clusters Score -2331467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 23699 members 
Mstep: Class 7 contains 412057 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 27357 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 52471 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 99499 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 400284 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3335 members 
Mstep: Class 28 contains 12937 members 
Mstep: Class 29 contains 3519 members 
Mstep: Class 30 contains 6746 members 
Mstep: Class 31 contains 11306 members 
Mstep: Class 32 contains 36795 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 15410 members 
Mstep: Class 35 contains 26070 members 
Entering Unmasked Estep 
Score: -112988480.000000 Penalty: 122398.859375
Splitting cluster 27 changes total score from -112988040.000000 to -112988480.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (12937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Entering Unmasked Estep 
Score: -1103292.875000 Penalty: 2348.026123
	Iteration 0F: 2 clusters Score -1103293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1093681.750000 Penalty: 4696.052246
	Iteration 0F: 3 clusters Score -1093682 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1096723.500000 Penalty: 4696.052246
	Iteration 1F: 3 clusters Score -1096724 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1097180.375000 Penalty: 4696.052246
	Iteration 2F: 3 clusters Score -1097180 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1097539.125000 Penalty: 4696.052246
	Iteration 3F: 3 clusters Score -1097539 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1097818.250000 Penalty: 4696.052246
	Iteration 4Q: 3 clusters Score -1097818 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1098094.250000 Penalty: 4696.052246
	Iteration 5Q: 3 clusters Score -1098094 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1098372.750000 Penalty: 4696.052246
	Iteration 6Q: 3 clusters Score -1098373 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1098676.625000 Penalty: 4696.052246
	Iteration 7Q: 3 clusters Score -1098677 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1098956.750000 Penalty: 4696.052246
	Iteration 8Q: 3 clusters Score -1098957 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1099249.500000 Penalty: 4696.052246
	Iteration 9Q: 3 clusters Score -1099250 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1099558.125000 Penalty: 4696.052246
	Iteration 10Q: 3 clusters Score -1099558 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1099850.375000 Penalty: 4696.052246
	Iteration 11Q: 3 clusters Score -1099850 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1100181.250000 Penalty: 4696.052246
	Iteration 12Q: 3 clusters Score -1100181 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1100466.500000 Penalty: 4696.052246
	Iteration 13Q: 3 clusters Score -1100466 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1100777.125000 Penalty: 4696.052246
	Iteration 14Q: 3 clusters Score -1100777 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1101057.500000 Penalty: 4696.052246
	Iteration 15Q: 3 clusters Score -1101058 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1101247.125000 Penalty: 4696.052246
	Iteration 16Q: 3 clusters Score -1101247 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1101369.000000 Penalty: 4696.052246
	Iteration 17Q: 3 clusters Score -1101369 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1101438.875000 Penalty: 4696.052246
	Iteration 18Q: 3 clusters Score -1101439 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1101490.500000 Penalty: 4696.052246
	Iteration 19Q: 3 clusters Score -1101490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1101516.750000 Penalty: 4696.052246
	Iteration 20F: 3 clusters Score -1101517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1101538.375000 Penalty: 4696.052246
	Iteration 21Q: 3 clusters Score -1101538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1101553.250000 Penalty: 4696.052246
	Iteration 22Q: 3 clusters Score -1101553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1101571.125000 Penalty: 4696.052246
	Iteration 23Q: 3 clusters Score -1101571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1101583.500000 Penalty: 4696.052246
	Iteration 24Q: 3 clusters Score -1101584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1101590.875000 Penalty: 4696.052246
	Iteration 25Q: 3 clusters Score -1101591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1101603.000000 Penalty: 4696.052246
	Iteration 26Q: 3 clusters Score -1101603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1101607.625000 Penalty: 4696.052246
	Iteration 27Q: 3 clusters Score -1101608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1101612.125000 Penalty: 4696.052246
	Iteration 28Q: 3 clusters Score -1101612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1101614.875000 Penalty: 4696.052246
	Iteration 29Q: 3 clusters Score -1101615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1101617.250000 Penalty: 4696.052246
	Iteration 30Q: 3 clusters Score -1101617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1101617.000000 Penalty: 4696.052246
	Iteration 31Q: 3 clusters Score -1101617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1101619.250000 Penalty: 4696.052246
	Iteration 32Q: 3 clusters Score -1101619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1101619.250000 Penalty: 4696.052246
	Iteration 33F: 3 clusters Score -1101619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -297904.843750 Penalty: 2025.151123
	Iteration 0F: 2 clusters Score -297904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -294430.343750 Penalty: 4050.302246
	Iteration 0F: 3 clusters Score -294430.3 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -295338.812500 Penalty: 4050.302246
	Iteration 1F: 3 clusters Score -295338.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -295619.718750 Penalty: 4050.302246
	Iteration 2F: 3 clusters Score -295619.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -295828.437500 Penalty: 4050.302246
	Iteration 3F: 3 clusters Score -295828.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -296044.437500 Penalty: 4050.302246
	Iteration 4F: 3 clusters Score -296044.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -296261.343750 Penalty: 4050.302246
	Iteration 5F: 3 clusters Score -296261.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -296545.750000 Penalty: 4050.302246
	Iteration 6F: 3 clusters Score -296545.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -296898.968750 Penalty: 4050.302246
	Iteration 7F: 3 clusters Score -296899 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -297251.156250 Penalty: 4050.302246
	Iteration 8F: 3 clusters Score -297251.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -297705.125000 Penalty: 4050.302246
	Iteration 9Q: 3 clusters Score -297705.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -297877.531250 Penalty: 4050.302246
	Iteration 10Q: 3 clusters Score -297877.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -297943.437500 Penalty: 4050.302246
	Iteration 11Q: 3 clusters Score -297943.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -297971.562500 Penalty: 4050.302246
	Iteration 12Q: 3 clusters Score -297971.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -297986.843750 Penalty: 4050.302246
	Iteration 13Q: 3 clusters Score -297986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297989.812500 Penalty: 4050.302246
	Iteration 14Q: 3 clusters Score -297989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297989.843750 Penalty: 4050.302246
	Iteration 15Q: 3 clusters Score -297989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297989.843750 Penalty: 4050.302246
	Iteration 16F: 3 clusters Score -297989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 23699 members 
Mstep: Class 7 contains 412057 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 27357 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 52471 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 99499 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 400284 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3335 members 
Mstep: Class 28 contains 12937 members 
Mstep: Class 29 contains 2373 members 
Mstep: Class 30 contains 6746 members 
Mstep: Class 31 contains 11306 members 
Mstep: Class 32 contains 36795 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 15410 members 
Mstep: Class 35 contains 26070 members 
Mstep: Class 36 contains 1146 members 
Entering Unmasked Estep 
Score: -112986872.000000 Penalty: 125895.968750
Splitting cluster 29 changes total score from -112988040.000000 to -112986872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (6746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Entering Unmasked Estep 
Score: -548385.375000 Penalty: 2186.542725
	Iteration 0F: 2 clusters Score -548385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -542699.937500 Penalty: 4373.085449
	Iteration 0F: 3 clusters Score -542699.9 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -544300.062500 Penalty: 4373.085449
	Iteration 1F: 3 clusters Score -544300.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -544777.500000 Penalty: 4373.085449
	Iteration 2F: 3 clusters Score -544777.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -545227.750000 Penalty: 4373.085449
	Iteration 3F: 3 clusters Score -545227.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -545670.812500 Penalty: 4373.085449
	Iteration 4F: 3 clusters Score -545670.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -546127.625000 Penalty: 4373.085449
	Iteration 5F: 3 clusters Score -546127.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -546609.812500 Penalty: 4373.085449
	Iteration 6F: 3 clusters Score -546609.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -547243.375000 Penalty: 4373.085449
	Iteration 7F: 3 clusters Score -547243.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -547806.437500 Penalty: 4373.085449
	Iteration 8F: 3 clusters Score -547806.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -548282.437500 Penalty: 4373.085449
	Iteration 9Q: 3 clusters Score -548282.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -548572.500000 Penalty: 4373.085449
	Iteration 10Q: 3 clusters Score -548572.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -548684.312500 Penalty: 4373.085449
	Iteration 11Q: 3 clusters Score -548684.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -548731.937500 Penalty: 4373.085449
	Iteration 12Q: 3 clusters Score -548731.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -548760.687500 Penalty: 4373.085449
	Iteration 13Q: 3 clusters Score -548760.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -548778.687500 Penalty: 4373.085449
	Iteration 14Q: 3 clusters Score -548778.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -548794.812500 Penalty: 4373.085449
	Iteration 15Q: 3 clusters Score -548794.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -548804.000000 Penalty: 4373.085449
	Iteration 16Q: 3 clusters Score -548804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -548816.187500 Penalty: 4373.085449
	Iteration 17Q: 3 clusters Score -548816.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -548824.187500 Penalty: 4373.085449
	Iteration 18Q: 3 clusters Score -548824.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -548831.000000 Penalty: 4373.085449
	Iteration 19Q: 3 clusters Score -548831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -548836.062500 Penalty: 4373.085449
	Iteration 20F: 3 clusters Score -548836.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -548838.312500 Penalty: 4373.085449
	Iteration 21Q: 3 clusters Score -548838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -548840.187500 Penalty: 4373.085449
	Iteration 22Q: 3 clusters Score -548840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -548840.562500 Penalty: 4373.085449
	Iteration 23Q: 3 clusters Score -548840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -548843.875000 Penalty: 4373.085449
	Iteration 24Q: 3 clusters Score -548843.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -548846.750000 Penalty: 4373.085449
	Iteration 25Q: 3 clusters Score -548846.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -548853.062500 Penalty: 4373.085449
	Iteration 26Q: 3 clusters Score -548853.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -548860.625000 Penalty: 4373.085449
	Iteration 27Q: 3 clusters Score -548860.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -548865.875000 Penalty: 4373.085449
	Iteration 28Q: 3 clusters Score -548865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -548875.750000 Penalty: 4373.085449
	Iteration 29Q: 3 clusters Score -548875.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -548889.062500 Penalty: 4373.085449
	Iteration 30Q: 3 clusters Score -548889.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -548904.062500 Penalty: 4373.085449
	Iteration 31Q: 3 clusters Score -548904.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -548911.687500 Penalty: 4373.085449
	Iteration 32Q: 3 clusters Score -548911.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -548921.812500 Penalty: 4373.085449
	Iteration 33Q: 3 clusters Score -548921.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -548931.875000 Penalty: 4373.085449
	Iteration 34Q: 3 clusters Score -548931.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -548936.125000 Penalty: 4373.085449
	Iteration 35Q: 3 clusters Score -548936.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -548939.250000 Penalty: 4373.085449
	Iteration 36Q: 3 clusters Score -548939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -548939.625000 Penalty: 4373.085449
	Iteration 37Q: 3 clusters Score -548939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -548940.750000 Penalty: 4373.085449
	Iteration 38Q: 3 clusters Score -548940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -548943.375000 Penalty: 4373.085449
	Iteration 39Q: 3 clusters Score -548943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -548944.312500 Penalty: 4373.085449
	Iteration 40F: 3 clusters Score -548944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -548945.312500 Penalty: 4373.085449
	Iteration 41Q: 3 clusters Score -548945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -548947.375000 Penalty: 4373.085449
	Iteration 42Q: 3 clusters Score -548947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -548949.375000 Penalty: 4373.085449
	Iteration 43Q: 3 clusters Score -548949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -548956.062500 Penalty: 4373.085449
	Iteration 44Q: 3 clusters Score -548956.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -548961.000000 Penalty: 4373.085449
	Iteration 45Q: 3 clusters Score -548961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -548961.500000 Penalty: 4373.085449
	Iteration 46Q: 3 clusters Score -548961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -548964.687500 Penalty: 4373.085449
	Iteration 47Q: 3 clusters Score -548964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -548966.562500 Penalty: 4373.085449
	Iteration 48Q: 3 clusters Score -548966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -548970.812500 Penalty: 4373.085449
	Iteration 49Q: 3 clusters Score -548970.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -548972.187500 Penalty: 4373.085449
	Iteration 50Q: 3 clusters Score -548972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -548975.812500 Penalty: 4373.085449
	Iteration 51Q: 3 clusters Score -548975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -548977.437500 Penalty: 4373.085449
	Iteration 52Q: 3 clusters Score -548977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -548979.312500 Penalty: 4373.085449
	Iteration 53Q: 3 clusters Score -548979.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -548982.312500 Penalty: 4373.085449
	Iteration 54Q: 3 clusters Score -548982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -548984.875000 Penalty: 4373.085449
	Iteration 55Q: 3 clusters Score -548984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -548987.437500 Penalty: 4373.085449
	Iteration 56Q: 3 clusters Score -548987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -548989.187500 Penalty: 4373.085449
	Iteration 57Q: 3 clusters Score -548989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -548988.750000 Penalty: 4373.085449
	Iteration 58Q: 3 clusters Score -548988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -548990.937500 Penalty: 4373.085449
	Iteration 59Q: 3 clusters Score -548990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -548990.937500 Penalty: 4373.085449
	Iteration 60F: 3 clusters Score -548990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -548990.437500 Penalty: 4373.085449
	Iteration 61Q: 3 clusters Score -548990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -548991.187500 Penalty: 4373.085449
	Iteration 62Q: 3 clusters Score -548991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -548991.187500 Penalty: 4373.085449
	Iteration 63F: 3 clusters Score -548991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 23699 members 
Mstep: Class 7 contains 412057 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 27357 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 52471 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 99499 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 400284 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3335 members 
Mstep: Class 28 contains 12937 members 
Mstep: Class 29 contains 3519 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 11306 members 
Mstep: Class 32 contains 36795 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 15410 members 
Mstep: Class 35 contains 26070 members 
Mstep: Class 36 contains 2931 members 
Entering Unmasked Estep 
Score: -112987920.000000 Penalty: 125895.968750
Splitting cluster 30 changes total score from -112988040.000000 to -112987920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (11306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Entering Unmasked Estep 
Score: -1035897.437500 Penalty: 2314.605957
	Iteration 0F: 2 clusters Score -1035897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1027429.812500 Penalty: 4629.211914
	Iteration 0F: 3 clusters Score -1027430 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1029921.875000 Penalty: 4629.211914
	Iteration 1F: 3 clusters Score -1029922 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1030271.000000 Penalty: 4629.211914
	Iteration 2F: 3 clusters Score -1030271 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1030541.500000 Penalty: 4629.211914
	Iteration 3F: 3 clusters Score -1030542 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1030774.250000 Penalty: 4629.211914
	Iteration 4Q: 3 clusters Score -1030774 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1030969.062500 Penalty: 4629.211914
	Iteration 5Q: 3 clusters Score -1030969 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1031171.500000 Penalty: 4629.211914
	Iteration 6Q: 3 clusters Score -1031172 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1031407.000000 Penalty: 4629.211914
	Iteration 7Q: 3 clusters Score -1031407 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1031666.875000 Penalty: 4629.211914
	Iteration 8Q: 3 clusters Score -1031667 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1031978.500000 Penalty: 4629.211914
	Iteration 9Q: 3 clusters Score -1031978 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1032338.125000 Penalty: 4629.211914
	Iteration 10Q: 3 clusters Score -1032338 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1032715.375000 Penalty: 4629.211914
	Iteration 11Q: 3 clusters Score -1032715 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1033038.875000 Penalty: 4629.211914
	Iteration 12Q: 3 clusters Score -1033039 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1033302.875000 Penalty: 4629.211914
	Iteration 13Q: 3 clusters Score -1033303 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1033486.125000 Penalty: 4629.211914
	Iteration 14Q: 3 clusters Score -1033486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1033613.125000 Penalty: 4629.211914
	Iteration 15Q: 3 clusters Score -1033613 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1033704.812500 Penalty: 4629.211914
	Iteration 16Q: 3 clusters Score -1033705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1033753.500000 Penalty: 4629.211914
	Iteration 17Q: 3 clusters Score -1033754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1033792.500000 Penalty: 4629.211914
	Iteration 18Q: 3 clusters Score -1033792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1033817.562500 Penalty: 4629.211914
	Iteration 19Q: 3 clusters Score -1033818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1033839.312500 Penalty: 4629.211914
	Iteration 20F: 3 clusters Score -1033839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1033851.937500 Penalty: 4629.211914
	Iteration 21Q: 3 clusters Score -1033852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1033857.875000 Penalty: 4629.211914
	Iteration 22Q: 3 clusters Score -1033858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1033868.687500 Penalty: 4629.211914
	Iteration 23Q: 3 clusters Score -1033869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1033871.687500 Penalty: 4629.211914
	Iteration 24Q: 3 clusters Score -1033872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1033876.687500 Penalty: 4629.211914
	Iteration 25Q: 3 clusters Score -1033877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1033877.562500 Penalty: 4629.211914
	Iteration 26Q: 3 clusters Score -1033878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1033880.812500 Penalty: 4629.211914
	Iteration 27Q: 3 clusters Score -1033881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1033880.812500 Penalty: 4629.211914
	Iteration 28F: 3 clusters Score -1033881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Entering Unmasked Estep 
Score: -3232701.500000 Penalty: 2607.252930
	Iteration 0F: 2 clusters Score -3232702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3207675.000000 Penalty: 5214.505859
	Iteration 0F: 3 clusters Score -3207675 nChanged 16710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3216979.000000 Penalty: 5214.505859
	Iteration 1F: 3 clusters Score -3216979 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3217535.250000 Penalty: 5214.505859
	Iteration 2Q: 3 clusters Score -3217535 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3218128.250000 Penalty: 5214.505859
	Iteration 3Q: 3 clusters Score -3218128 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3218908.000000 Penalty: 5214.505859
	Iteration 4Q: 3 clusters Score -3218908 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3220097.750000 Penalty: 5214.505859
	Iteration 5F: 3 clusters Score -3220098 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3221778.000000 Penalty: 5214.505859
	Iteration 6F: 3 clusters Score -3221778 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3223861.250000 Penalty: 5214.505859
	Iteration 7F: 3 clusters Score -3223861 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3225834.500000 Penalty: 5214.505859
	Iteration 8F: 3 clusters Score -3225834 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3227513.500000 Penalty: 5214.505859
	Iteration 9Q: 3 clusters Score -3227514 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3228645.750000 Penalty: 5214.505859
	Iteration 10Q: 3 clusters Score -3228646 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3229353.000000 Penalty: 5214.505859
	Iteration 11Q: 3 clusters Score -3229353 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3229719.500000 Penalty: 5214.505859
	Iteration 12Q: 3 clusters Score -3229720 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3229947.000000 Penalty: 5214.505859
	Iteration 13Q: 3 clusters Score -3229947 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -3230061.250000 Penalty: 5214.505859
	Iteration 14Q: 3 clusters Score -3230061 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3230153.250000 Penalty: 5214.505859
	Iteration 15Q: 3 clusters Score -3230153 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3230210.500000 Penalty: 5214.505859
	Iteration 16Q: 3 clusters Score -3230210 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3230265.000000 Penalty: 5214.505859
	Iteration 17Q: 3 clusters Score -3230265 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3230300.500000 Penalty: 5214.505859
	Iteration 18Q: 3 clusters Score -3230300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -3230331.250000 Penalty: 5214.505859
	Iteration 19Q: 3 clusters Score -3230331 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3230357.250000 Penalty: 5214.505859
	Iteration 20F: 3 clusters Score -3230357 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3230355.500000 Penalty: 5214.505859
	Iteration 21Q: 3 clusters Score -3230356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3230380.250000 Penalty: 5214.505859
	Iteration 22Q: 3 clusters Score -3230380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3230389.000000 Penalty: 5214.505859
	Iteration 23Q: 3 clusters Score -3230389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3230403.500000 Penalty: 5214.505859
	Iteration 24Q: 3 clusters Score -3230404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3230408.750000 Penalty: 5214.505859
	Iteration 25Q: 3 clusters Score -3230409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -3230410.500000 Penalty: 5214.505859
	Iteration 26Q: 3 clusters Score -3230410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3230427.000000 Penalty: 5214.505859
	Iteration 27Q: 3 clusters Score -3230427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3230443.000000 Penalty: 5214.505859
	Iteration 28Q: 3 clusters Score -3230443 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3230454.750000 Penalty: 5214.505859
	Iteration 29Q: 3 clusters Score -3230455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3230459.250000 Penalty: 5214.505859
	Iteration 30Q: 3 clusters Score -3230459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3230470.250000 Penalty: 5214.505859
	Iteration 31Q: 3 clusters Score -3230470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3230479.250000 Penalty: 5214.505859
	Iteration 32Q: 3 clusters Score -3230479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3230485.500000 Penalty: 5214.505859
	Iteration 33Q: 3 clusters Score -3230486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3230503.250000 Penalty: 5214.505859
	Iteration 34Q: 3 clusters Score -3230503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3230518.500000 Penalty: 5214.505859
	Iteration 35Q: 3 clusters Score -3230518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3230528.250000 Penalty: 5214.505859
	Iteration 36Q: 3 clusters Score -3230528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3230527.750000 Penalty: 5214.505859
	Iteration 37Q: 3 clusters Score -3230528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3230538.750000 Penalty: 5214.505859
	Iteration 38Q: 3 clusters Score -3230539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3230542.000000 Penalty: 5214.505859
	Iteration 39Q: 3 clusters Score -3230542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3230545.750000 Penalty: 5214.505859
	Iteration 40F: 3 clusters Score -3230546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3230556.500000 Penalty: 5214.505859
	Iteration 41Q: 3 clusters Score -3230556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3230559.000000 Penalty: 5214.505859
	Iteration 42Q: 3 clusters Score -3230559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3230550.750000 Penalty: 5214.505859
	Iteration 43Q: 3 clusters Score -3230551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3230557.000000 Penalty: 5214.505859
	Iteration 44Q: 3 clusters Score -3230557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3230556.250000 Penalty: 5214.505859
	Iteration 45Q: 3 clusters Score -3230556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3230556.250000 Penalty: 5214.505859
	Iteration 46Q: 3 clusters Score -3230556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3230563.000000 Penalty: 5214.505859
	Iteration 47Q: 3 clusters Score -3230563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3230559.000000 Penalty: 5214.505859
	Iteration 48Q: 3 clusters Score -3230559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3230557.250000 Penalty: 5214.505859
	Iteration 49Q: 3 clusters Score -3230557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3230559.000000 Penalty: 5214.505859
	Iteration 50Q: 3 clusters Score -3230559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3230560.500000 Penalty: 5214.505859
	Iteration 51Q: 3 clusters Score -3230560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3230563.750000 Penalty: 5214.505859
	Iteration 52Q: 3 clusters Score -3230564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3230566.500000 Penalty: 5214.505859
	Iteration 53Q: 3 clusters Score -3230566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3230562.500000 Penalty: 5214.505859
	Iteration 54Q: 3 clusters Score -3230562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3230564.000000 Penalty: 5214.505859
	Iteration 55Q: 3 clusters Score -3230564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3230562.000000 Penalty: 5214.505859
	Iteration 56Q: 3 clusters Score -3230562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3230564.750000 Penalty: 5214.505859
	Iteration 57Q: 3 clusters Score -3230565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3230567.750000 Penalty: 5214.505859
	Iteration 58Q: 3 clusters Score -3230568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3230573.250000 Penalty: 5214.505859
	Iteration 59Q: 3 clusters Score -3230573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -3230569.500000 Penalty: 5214.505859
	Iteration 60F: 3 clusters Score -3230570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3230570.250000 Penalty: 5214.505859
	Iteration 61Q: 3 clusters Score -3230570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3230574.250000 Penalty: 5214.505859
	Iteration 62Q: 3 clusters Score -3230574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3230582.250000 Penalty: 5214.505859
	Iteration 63Q: 3 clusters Score -3230582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3230584.750000 Penalty: 5214.505859
	Iteration 64Q: 3 clusters Score -3230585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3230587.250000 Penalty: 5214.505859
	Iteration 65Q: 3 clusters Score -3230587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3230591.500000 Penalty: 5214.505859
	Iteration 66Q: 3 clusters Score -3230592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3230585.250000 Penalty: 5214.505859
	Iteration 67Q: 3 clusters Score -3230585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3230597.750000 Penalty: 5214.505859
	Iteration 68Q: 3 clusters Score -3230598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3230605.000000 Penalty: 5214.505859
	Iteration 69Q: 3 clusters Score -3230605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3230610.000000 Penalty: 5214.505859
	Iteration 70Q: 3 clusters Score -3230610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3230615.250000 Penalty: 5214.505859
	Iteration 71Q: 3 clusters Score -3230615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3230617.250000 Penalty: 5214.505859
	Iteration 72Q: 3 clusters Score -3230617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3230620.500000 Penalty: 5214.505859
	Iteration 73Q: 3 clusters Score -3230620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3230614.250000 Penalty: 5214.505859
	Iteration 74Q: 3 clusters Score -3230614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3230613.250000 Penalty: 5214.505859
	Iteration 75Q: 3 clusters Score -3230613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3230615.750000 Penalty: 5214.505859
	Iteration 76Q: 3 clusters Score -3230616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3230615.500000 Penalty: 5214.505859
	Iteration 77Q: 3 clusters Score -3230616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3230625.000000 Penalty: 5214.505859
	Iteration 78Q: 3 clusters Score -3230625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3230625.500000 Penalty: 5214.505859
	Iteration 79Q: 3 clusters Score -3230626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3230633.750000 Penalty: 5214.505859
	Iteration 80F: 3 clusters Score -3230634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3230633.000000 Penalty: 5214.505859
	Iteration 81Q: 3 clusters Score -3230633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3230639.750000 Penalty: 5214.505859
	Iteration 82Q: 3 clusters Score -3230640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3230642.000000 Penalty: 5214.505859
	Iteration 83Q: 3 clusters Score -3230642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3230642.250000 Penalty: 5214.505859
	Iteration 84Q: 3 clusters Score -3230642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3230642.000000 Penalty: 5214.505859
	Iteration 85Q: 3 clusters Score -3230642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3230650.500000 Penalty: 5214.505859
	Iteration 86Q: 3 clusters Score -3230650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -3230649.250000 Penalty: 5214.505859
	Iteration 87Q: 3 clusters Score -3230649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3230651.750000 Penalty: 5214.505859
	Iteration 88Q: 3 clusters Score -3230652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3230650.750000 Penalty: 5214.505859
	Iteration 89Q: 3 clusters Score -3230651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3230651.750000 Penalty: 5214.505859
	Iteration 90Q: 3 clusters Score -3230652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3230652.000000 Penalty: 5214.505859
	Iteration 91Q: 3 clusters Score -3230652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3230653.500000 Penalty: 5214.505859
	Iteration 92Q: 3 clusters Score -3230654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3230650.500000 Penalty: 5214.505859
	Iteration 93Q: 3 clusters Score -3230650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3230651.500000 Penalty: 5214.505859
	Iteration 94Q: 3 clusters Score -3230652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3230651.500000 Penalty: 5214.505859
	Iteration 95Q: 3 clusters Score -3230652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3230650.250000 Penalty: 5214.505859
	Iteration 96Q: 3 clusters Score -3230650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3230647.000000 Penalty: 5214.505859
	Iteration 97Q: 3 clusters Score -3230647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3230647.750000 Penalty: 5214.505859
	Iteration 98Q: 3 clusters Score -3230648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3230653.250000 Penalty: 5214.505859
	Iteration 99Q: 3 clusters Score -3230653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3230652.500000 Penalty: 5214.505859
	Iteration 100F: 3 clusters Score -3230652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3230655.750000 Penalty: 5214.505859
	Iteration 101Q: 3 clusters Score -3230656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3230650.750000 Penalty: 5214.505859
	Iteration 102Q: 3 clusters Score -3230651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3230650.750000 Penalty: 5214.505859
	Iteration 103F: 3 clusters Score -3230651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Entering Unmasked Estep 
Score: -541591.437500 Penalty: 2179.948975
	Iteration 0F: 2 clusters Score -541591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -536055.000000 Penalty: 4359.897949
	Iteration 0F: 3 clusters Score -536055 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -537592.062500 Penalty: 4359.897949
	Iteration 1F: 3 clusters Score -537592.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -538006.750000 Penalty: 4359.897949
	Iteration 2F: 3 clusters Score -538006.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -538356.812500 Penalty: 4359.897949
	Iteration 3F: 3 clusters Score -538356.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -538685.375000 Penalty: 4359.897949
	Iteration 4F: 3 clusters Score -538685.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -538989.437500 Penalty: 4359.897949
	Iteration 5F: 3 clusters Score -538989.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -539254.625000 Penalty: 4359.897949
	Iteration 6F: 3 clusters Score -539254.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -539428.187500 Penalty: 4359.897949
	Iteration 7Q: 3 clusters Score -539428.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -539545.000000 Penalty: 4359.897949
	Iteration 8Q: 3 clusters Score -539545 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -539614.500000 Penalty: 4359.897949
	Iteration 9Q: 3 clusters Score -539614.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -539662.125000 Penalty: 4359.897949
	Iteration 10Q: 3 clusters Score -539662.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -539703.625000 Penalty: 4359.897949
	Iteration 11Q: 3 clusters Score -539703.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -539734.750000 Penalty: 4359.897949
	Iteration 12Q: 3 clusters Score -539734.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -539764.750000 Penalty: 4359.897949
	Iteration 13Q: 3 clusters Score -539764.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -539788.187500 Penalty: 4359.897949
	Iteration 14Q: 3 clusters Score -539788.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -539809.750000 Penalty: 4359.897949
	Iteration 15Q: 3 clusters Score -539809.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -539840.500000 Penalty: 4359.897949
	Iteration 16Q: 3 clusters Score -539840.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -539884.312500 Penalty: 4359.897949
	Iteration 17Q: 3 clusters Score -539884.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -539945.750000 Penalty: 4359.897949
	Iteration 18Q: 3 clusters Score -539945.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -540037.937500 Penalty: 4359.897949
	Iteration 19Q: 3 clusters Score -540037.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -540161.437500 Penalty: 4359.897949
	Iteration 20F: 3 clusters Score -540161.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -540344.312500 Penalty: 4359.897949
	Iteration 21Q: 3 clusters Score -540344.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -540638.500000 Penalty: 4359.897949
	Iteration 22Q: 3 clusters Score -540638.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -541063.562500 Penalty: 4359.897949
	Iteration 23Q: 3 clusters Score -541063.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -541610.250000 Penalty: 4359.897949
	Iteration 24Q: 3 clusters Score -541610.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -542155.625000 Penalty: 4359.897949
	Iteration 25Q: 3 clusters Score -542155.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -542439.375000 Penalty: 4359.897949
	Iteration 26Q: 3 clusters Score -542439.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -542548.750000 Penalty: 4359.897949
	Iteration 27Q: 3 clusters Score -542548.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -542623.125000 Penalty: 4359.897949
	Iteration 28Q: 3 clusters Score -542623.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -542650.125000 Penalty: 4359.897949
	Iteration 29Q: 3 clusters Score -542650.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -542659.812500 Penalty: 4359.897949
	Iteration 30Q: 3 clusters Score -542659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -542664.000000 Penalty: 4359.897949
	Iteration 31Q: 3 clusters Score -542664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -542666.125000 Penalty: 4359.897949
	Iteration 32Q: 3 clusters Score -542666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -542667.312500 Penalty: 4359.897949
	Iteration 33Q: 3 clusters Score -542667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -542669.562500 Penalty: 4359.897949
	Iteration 34Q: 3 clusters Score -542669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -542669.250000 Penalty: 4359.897949
	Iteration 35Q: 3 clusters Score -542669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -542669.250000 Penalty: 4359.897949
	Iteration 36F: 3 clusters Score -542669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 23699 members 
Mstep: Class 7 contains 412057 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 27357 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 52471 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 99499 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 400284 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3335 members 
Mstep: Class 28 contains 12937 members 
Mstep: Class 29 contains 3519 members 
Mstep: Class 30 contains 6746 members 
Mstep: Class 31 contains 11306 members 
Mstep: Class 32 contains 36795 members 
Mstep: Class 33 contains 4038 members 
Mstep: Class 34 contains 15410 members 
Mstep: Class 35 contains 26070 members 
Mstep: Class 36 contains 2531 members 
Entering Unmasked Estep 
Score: -112988008.000000 Penalty: 125895.968750
Splitting cluster 33 changes total score from -112988040.000000 to -112988008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (15410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Entering Unmasked Estep 
Score: -1345311.375000 Penalty: 2391.407471
	Iteration 0F: 2 clusters Score -1345311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1334138.625000 Penalty: 4782.814941
	Iteration 0F: 3 clusters Score -1334139 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1337702.625000 Penalty: 4782.814941
	Iteration 1F: 3 clusters Score -1337703 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1338107.750000 Penalty: 4782.814941
	Iteration 2F: 3 clusters Score -1338108 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1338425.375000 Penalty: 4782.814941
	Iteration 3Q: 3 clusters Score -1338425 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1338771.500000 Penalty: 4782.814941
	Iteration 4Q: 3 clusters Score -1338772 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1339190.500000 Penalty: 4782.814941
	Iteration 5Q: 3 clusters Score -1339190 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1339847.750000 Penalty: 4782.814941
	Iteration 6F: 3 clusters Score -1339848 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1340792.625000 Penalty: 4782.814941
	Iteration 7F: 3 clusters Score -1340793 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1341875.750000 Penalty: 4782.814941
	Iteration 8F: 3 clusters Score -1341876 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1342904.000000 Penalty: 4782.814941
	Iteration 9F: 3 clusters Score -1342904 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1343616.000000 Penalty: 4782.814941
	Iteration 10F: 3 clusters Score -1343616 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1344162.375000 Penalty: 4782.814941
	Iteration 11Q: 3 clusters Score -1344162 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1344510.500000 Penalty: 4782.814941
	Iteration 12Q: 3 clusters Score -1344510 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1344654.000000 Penalty: 4782.814941
	Iteration 13Q: 3 clusters Score -1344654 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1344715.125000 Penalty: 4782.814941
	Iteration 14Q: 3 clusters Score -1344715 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1344769.125000 Penalty: 4782.814941
	Iteration 15Q: 3 clusters Score -1344769 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1344811.750000 Penalty: 4782.814941
	Iteration 16Q: 3 clusters Score -1344812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1344864.375000 Penalty: 4782.814941
	Iteration 17Q: 3 clusters Score -1344864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1344925.875000 Penalty: 4782.814941
	Iteration 18Q: 3 clusters Score -1344926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1344992.375000 Penalty: 4782.814941
	Iteration 19Q: 3 clusters Score -1344992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1345050.625000 Penalty: 4782.814941
	Iteration 20F: 3 clusters Score -1345051 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1345101.875000 Penalty: 4782.814941
	Iteration 21Q: 3 clusters Score -1345102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1345136.250000 Penalty: 4782.814941
	Iteration 22Q: 3 clusters Score -1345136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1345155.250000 Penalty: 4782.814941
	Iteration 23Q: 3 clusters Score -1345155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1345169.000000 Penalty: 4782.814941
	Iteration 24Q: 3 clusters Score -1345169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1345172.625000 Penalty: 4782.814941
	Iteration 25Q: 3 clusters Score -1345173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1345174.125000 Penalty: 4782.814941
	Iteration 26Q: 3 clusters Score -1345174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1345175.625000 Penalty: 4782.814941
	Iteration 27Q: 3 clusters Score -1345176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1345176.750000 Penalty: 4782.814941
	Iteration 28Q: 3 clusters Score -1345177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1345178.625000 Penalty: 4782.814941
	Iteration 29Q: 3 clusters Score -1345179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1345178.625000 Penalty: 4782.814941
	Iteration 30F: 3 clusters Score -1345179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 23699 members 
Mstep: Class 7 contains 412057 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 17501 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 27357 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 29400 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14594 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 52471 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 99499 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 11783 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 400284 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 3335 members 
Mstep: Class 28 contains 12937 members 
Mstep: Class 29 contains 3519 members 
Mstep: Class 30 contains 6746 members 
Mstep: Class 31 contains 11306 members 
Mstep: Class 32 contains 36795 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 15410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112990016.000000 Penalty: 122398.859375
Iteration 79Q: 36 clusters Score -1.1299e+08 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 8542 members 
Mstep: Class 3 contains 2441 members 
Mstep: Class 4 contains 7682 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 23691 members 
Mstep: Class 7 contains 412047 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 17647 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 27412 members 
Mstep: Class 12 contains 7501 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14566 members 
Mstep: Class 16 contains 10805 members 
Mstep: Class 17 contains 52477 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 2785 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 99491 members 
Mstep: Class 22 contains 12723 members 
Mstep: Class 23 contains 11752 members 
Mstep: Class 24 contains 5854 members 
Mstep: Class 25 contains 400222 members 
Mstep: Class 26 contains 7014 members 
Mstep: Class 27 contains 4185 members 
Mstep: Class 28 contains 12793 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 6752 members 
Mstep: Class 31 contains 11391 members 
Mstep: Class 32 contains 36773 members 
Mstep: Class 33 contains 6577 members 
Mstep: Class 34 contains 15375 members 
Mstep: Class 35 contains 25032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112991632.000000 Penalty: 122398.859375
Iteration 80F: 36 clusters Score -1.129916e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 7659 members 
Mstep: Class 5 contains 8159 members 
Mstep: Class 6 contains 23670 members 
Mstep: Class 7 contains 411940 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 17720 members 
Mstep: Class 10 contains 10449 members 
Mstep: Class 11 contains 27470 members 
Mstep: Class 12 contains 7505 members 
Mstep: Class 13 contains 29169 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14514 members 
Mstep: Class 16 contains 10703 members 
Mstep: Class 17 contains 52472 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2788 members 
Mstep: Class 20 contains 6779 members 
Mstep: Class 21 contains 99492 members 
Mstep: Class 22 contains 12734 members 
Mstep: Class 23 contains 11708 members 
Mstep: Class 24 contains 5824 members 
Mstep: Class 25 contains 400165 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 4608 members 
Mstep: Class 28 contains 12638 members 
Mstep: Class 29 contains 3513 members 
Mstep: Class 30 contains 6754 members 
Mstep: Class 31 contains 11480 members 
Mstep: Class 32 contains 36756 members 
Mstep: Class 33 contains 6586 members 
Mstep: Class 34 contains 15337 members 
Mstep: Class 35 contains 24663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112992712.000000 Penalty: 122398.859375
Iteration 81Q: 36 clusters Score -1.129927e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 8156 members 
Mstep: Class 6 contains 23655 members 
Mstep: Class 7 contains 411855 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 17746 members 
Mstep: Class 10 contains 10519 members 
Mstep: Class 11 contains 27515 members 
Mstep: Class 12 contains 7509 members 
Mstep: Class 13 contains 29077 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14478 members 
Mstep: Class 16 contains 10611 members 
Mstep: Class 17 contains 52474 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 20 contains 6789 members 
Mstep: Class 21 contains 99502 members 
Mstep: Class 22 contains 12736 members 
Mstep: Class 23 contains 11663 members 
Mstep: Class 24 contains 5823 members 
Mstep: Class 25 contains 400124 members 
Mstep: Class 26 contains 7402 members 
Mstep: Class 27 contains 4896 members 
Mstep: Class 28 contains 12492 members 
Mstep: Class 29 contains 3513 members 
Mstep: Class 30 contains 6747 members 
Mstep: Class 31 contains 11566 members 
Mstep: Class 32 contains 36740 members 
Mstep: Class 33 contains 6603 members 
Mstep: Class 34 contains 15293 members 
Mstep: Class 35 contains 24377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993024.000000 Penalty: 122398.859375
Iteration 82Q: 36 clusters Score -1.12993e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 8684 members 
Mstep: Class 3 contains 2492 members 
Mstep: Class 4 contains 7562 members 
Mstep: Class 5 contains 8152 members 
Mstep: Class 6 contains 23626 members 
Mstep: Class 7 contains 411791 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 17782 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 27572 members 
Mstep: Class 12 contains 7515 members 
Mstep: Class 13 contains 28979 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14457 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 52478 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2797 members 
Mstep: Class 20 contains 6808 members 
Mstep: Class 21 contains 99487 members 
Mstep: Class 22 contains 12740 members 
Mstep: Class 23 contains 11621 members 
Mstep: Class 24 contains 5839 members 
Mstep: Class 25 contains 400094 members 
Mstep: Class 26 contains 7589 members 
Mstep: Class 27 contains 5095 members 
Mstep: Class 28 contains 12374 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 6742 members 
Mstep: Class 31 contains 11664 members 
Mstep: Class 32 contains 36726 members 
Mstep: Class 33 contains 6617 members 
Mstep: Class 34 contains 15223 members 
Mstep: Class 35 contains 24137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993128.000000 Penalty: 122398.859375
Iteration 83Q: 36 clusters Score -1.129931e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 8724 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 7526 members 
Mstep: Class 5 contains 8146 members 
Mstep: Class 6 contains 23609 members 
Mstep: Class 7 contains 411723 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 17838 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 27627 members 
Mstep: Class 12 contains 7521 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14439 members 
Mstep: Class 16 contains 10442 members 
Mstep: Class 17 contains 52479 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2801 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 99476 members 
Mstep: Class 22 contains 12739 members 
Mstep: Class 23 contains 11574 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 400072 members 
Mstep: Class 26 contains 7745 members 
Mstep: Class 27 contains 5258 members 
Mstep: Class 28 contains 12262 members 
Mstep: Class 29 contains 3518 members 
Mstep: Class 30 contains 6738 members 
Mstep: Class 31 contains 11752 members 
Mstep: Class 32 contains 36702 members 
Mstep: Class 33 contains 6623 members 
Mstep: Class 34 contains 15165 members 
Mstep: Class 35 contains 23937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993672.000000 Penalty: 122398.859375
Iteration 84Q: 36 clusters Score -1.129937e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 8792 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 4 contains 7490 members 
Mstep: Class 5 contains 8142 members 
Mstep: Class 6 contains 23590 members 
Mstep: Class 7 contains 411666 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 17880 members 
Mstep: Class 10 contains 10723 members 
Mstep: Class 11 contains 27690 members 
Mstep: Class 12 contains 7525 members 
Mstep: Class 13 contains 28817 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14428 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 52480 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2804 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 99472 members 
Mstep: Class 22 contains 12741 members 
Mstep: Class 23 contains 11525 members 
Mstep: Class 24 contains 5870 members 
Mstep: Class 25 contains 400035 members 
Mstep: Class 26 contains 7897 members 
Mstep: Class 27 contains 5389 members 
Mstep: Class 28 contains 12159 members 
Mstep: Class 29 contains 3518 members 
Mstep: Class 30 contains 6735 members 
Mstep: Class 31 contains 11838 members 
Mstep: Class 32 contains 36678 members 
Mstep: Class 33 contains 6635 members 
Mstep: Class 34 contains 15084 members 
Mstep: Class 35 contains 23782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993680.000000 Penalty: 122398.859375
Iteration 85Q: 36 clusters Score -1.129937e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 8885 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 7470 members 
Mstep: Class 5 contains 8136 members 
Mstep: Class 6 contains 23593 members 
Mstep: Class 7 contains 411614 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 17897 members 
Mstep: Class 10 contains 10782 members 
Mstep: Class 11 contains 27752 members 
Mstep: Class 12 contains 7531 members 
Mstep: Class 13 contains 28788 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14421 members 
Mstep: Class 16 contains 10269 members 
Mstep: Class 17 contains 52483 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 2805 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 99466 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 11480 members 
Mstep: Class 24 contains 5879 members 
Mstep: Class 25 contains 399982 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 5498 members 
Mstep: Class 28 contains 12055 members 
Mstep: Class 29 contains 3522 members 
Mstep: Class 30 contains 6726 members 
Mstep: Class 31 contains 11916 members 
Mstep: Class 32 contains 36647 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 14990 members 
Mstep: Class 35 contains 23635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994048.000000 Penalty: 122398.859375
Iteration 86Q: 36 clusters Score -1.12994e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 9004 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 23585 members 
Mstep: Class 7 contains 411555 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 17901 members 
Mstep: Class 10 contains 10841 members 
Mstep: Class 11 contains 27796 members 
Mstep: Class 12 contains 7535 members 
Mstep: Class 13 contains 28771 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14411 members 
Mstep: Class 16 contains 10193 members 
Mstep: Class 17 contains 52491 members 
Mstep: Class 18 contains 3795 members 
Mstep: Class 19 contains 2809 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 99464 members 
Mstep: Class 22 contains 12742 members 
Mstep: Class 23 contains 11430 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 399936 members 
Mstep: Class 26 contains 8126 members 
Mstep: Class 27 contains 5587 members 
Mstep: Class 28 contains 11973 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 6720 members 
Mstep: Class 31 contains 11974 members 
Mstep: Class 32 contains 36607 members 
Mstep: Class 33 contains 6669 members 
Mstep: Class 34 contains 14885 members 
Mstep: Class 35 contains 23540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994416.000000 Penalty: 122398.859375
Iteration 87Q: 36 clusters Score -1.129944e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 9146 members 
Mstep: Class 3 contains 2663 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 23578 members 
Mstep: Class 7 contains 411529 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 17882 members 
Mstep: Class 10 contains 10870 members 
Mstep: Class 11 contains 27849 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 28754 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 10130 members 
Mstep: Class 17 contains 52497 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 99453 members 
Mstep: Class 22 contains 12741 members 
Mstep: Class 23 contains 11392 members 
Mstep: Class 24 contains 5884 members 
Mstep: Class 25 contains 399892 members 
Mstep: Class 26 contains 8239 members 
Mstep: Class 27 contains 5653 members 
Mstep: Class 28 contains 11898 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 6717 members 
Mstep: Class 31 contains 12035 members 
Mstep: Class 32 contains 36571 members 
Mstep: Class 33 contains 6685 members 
Mstep: Class 34 contains 14764 members 
Mstep: Class 35 contains 23468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112994896.000000 Penalty: 122398.859375
Iteration 88Q: 36 clusters Score -1.129949e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 9304 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 7382 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 23574 members 
Mstep: Class 7 contains 411495 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 17860 members 
Mstep: Class 10 contains 10902 members 
Mstep: Class 11 contains 27914 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 28743 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14377 members 
Mstep: Class 16 contains 10060 members 
Mstep: Class 17 contains 52507 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 2818 members 
Mstep: Class 20 contains 6836 members 
Mstep: Class 21 contains 99437 members 
Mstep: Class 22 contains 12742 members 
Mstep: Class 23 contains 11350 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 399801 members 
Mstep: Class 26 contains 8344 members 
Mstep: Class 27 contains 5738 members 
Mstep: Class 28 contains 11829 members 
Mstep: Class 29 contains 3517 members 
Mstep: Class 30 contains 6711 members 
Mstep: Class 31 contains 12109 members 
Mstep: Class 32 contains 36541 members 
Mstep: Class 33 contains 6712 members 
Mstep: Class 34 contains 14635 members 
Mstep: Class 35 contains 23393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995328.000000 Penalty: 122398.859375
Iteration 89Q: 36 clusters Score -1.129953e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 2687 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 23563 members 
Mstep: Class 7 contains 411462 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 17822 members 
Mstep: Class 10 contains 10940 members 
Mstep: Class 11 contains 27975 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 28746 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 9992 members 
Mstep: Class 17 contains 52511 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 2821 members 
Mstep: Class 20 contains 6837 members 
Mstep: Class 21 contains 99419 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 11307 members 
Mstep: Class 24 contains 5917 members 
Mstep: Class 25 contains 399695 members 
Mstep: Class 26 contains 8431 members 
Mstep: Class 27 contains 5803 members 
Mstep: Class 28 contains 11753 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 6706 members 
Mstep: Class 31 contains 12184 members 
Mstep: Class 32 contains 36504 members 
Mstep: Class 33 contains 6740 members 
Mstep: Class 34 contains 14522 members 
Mstep: Class 35 contains 23330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995648.000000 Penalty: 122398.859375
Iteration 90Q: 36 clusters Score -1.129956e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 9603 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 23565 members 
Mstep: Class 7 contains 411446 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 17801 members 
Mstep: Class 10 contains 10980 members 
Mstep: Class 11 contains 28046 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 28777 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 9941 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2827 members 
Mstep: Class 20 contains 6839 members 
Mstep: Class 21 contains 99403 members 
Mstep: Class 22 contains 12738 members 
Mstep: Class 23 contains 11258 members 
Mstep: Class 24 contains 5944 members 
Mstep: Class 25 contains 399614 members 
Mstep: Class 26 contains 8498 members 
Mstep: Class 27 contains 5862 members 
Mstep: Class 28 contains 11665 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 6700 members 
Mstep: Class 31 contains 12226 members 
Mstep: Class 32 contains 36456 members 
Mstep: Class 33 contains 6768 members 
Mstep: Class 34 contains 14432 members 
Mstep: Class 35 contains 23262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112995816.000000 Penalty: 122398.859375
Iteration 91Q: 36 clusters Score -1.129958e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 9737 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 7314 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 23559 members 
Mstep: Class 7 contains 411422 members 
Mstep: Class 8 contains 3930 members 
Mstep: Class 9 contains 17773 members 
Mstep: Class 10 contains 11017 members 
Mstep: Class 11 contains 28108 members 
Mstep: Class 12 contains 7562 members 
Mstep: Class 13 contains 28822 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14340 members 
Mstep: Class 16 contains 9896 members 
Mstep: Class 17 contains 52528 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 99388 members 
Mstep: Class 22 contains 12738 members 
Mstep: Class 23 contains 11226 members 
Mstep: Class 24 contains 5960 members 
Mstep: Class 25 contains 399529 members 
Mstep: Class 26 contains 8567 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 11571 members 
Mstep: Class 29 contains 3518 members 
Mstep: Class 30 contains 6691 members 
Mstep: Class 31 contains 12261 members 
Mstep: Class 32 contains 36405 members 
Mstep: Class 33 contains 6802 members 
Mstep: Class 34 contains 14343 members 
Mstep: Class 35 contains 23190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996040.000000 Penalty: 122398.859375
Iteration 92Q: 36 clusters Score -1.12996e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 9845 members 
Mstep: Class 3 contains 2684 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 23562 members 
Mstep: Class 7 contains 411415 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 17742 members 
Mstep: Class 10 contains 11047 members 
Mstep: Class 11 contains 28188 members 
Mstep: Class 12 contains 7573 members 
Mstep: Class 13 contains 28847 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14322 members 
Mstep: Class 16 contains 9846 members 
Mstep: Class 17 contains 52530 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 99381 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 11176 members 
Mstep: Class 24 contains 5974 members 
Mstep: Class 25 contains 399418 members 
Mstep: Class 26 contains 8624 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 11501 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 6683 members 
Mstep: Class 31 contains 12302 members 
Mstep: Class 32 contains 36376 members 
Mstep: Class 33 contains 6832 members 
Mstep: Class 34 contains 14295 members 
Mstep: Class 35 contains 23126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996192.000000 Penalty: 122398.859375
Iteration 93Q: 36 clusters Score -1.129962e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 9958 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 8113 members 
Mstep: Class 6 contains 23560 members 
Mstep: Class 7 contains 411417 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 17713 members 
Mstep: Class 10 contains 11081 members 
Mstep: Class 11 contains 28257 members 
Mstep: Class 12 contains 7579 members 
Mstep: Class 13 contains 28863 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14314 members 
Mstep: Class 16 contains 9790 members 
Mstep: Class 17 contains 52532 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 99369 members 
Mstep: Class 22 contains 12740 members 
Mstep: Class 23 contains 11134 members 
Mstep: Class 24 contains 5986 members 
Mstep: Class 25 contains 399344 members 
Mstep: Class 26 contains 8687 members 
Mstep: Class 27 contains 6032 members 
Mstep: Class 28 contains 11436 members 
Mstep: Class 29 contains 3516 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 12350 members 
Mstep: Class 32 contains 36349 members 
Mstep: Class 33 contains 6859 members 
Mstep: Class 34 contains 14238 members 
Mstep: Class 35 contains 23074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996616.000000 Penalty: 122398.859375
Iteration 94Q: 36 clusters Score -1.129966e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 10021 members 
Mstep: Class 3 contains 2630 members 
Mstep: Class 4 contains 7268 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 23544 members 
Mstep: Class 7 contains 411406 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 17705 members 
Mstep: Class 10 contains 11108 members 
Mstep: Class 11 contains 28329 members 
Mstep: Class 12 contains 7583 members 
Mstep: Class 13 contains 28884 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14313 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 52536 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 99357 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 11076 members 
Mstep: Class 24 contains 6000 members 
Mstep: Class 25 contains 399277 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 6070 members 
Mstep: Class 28 contains 11391 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 12387 members 
Mstep: Class 32 contains 36322 members 
Mstep: Class 33 contains 6875 members 
Mstep: Class 34 contains 14235 members 
Mstep: Class 35 contains 23006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996376.000000 Penalty: 122398.859375
Iteration 95Q: 36 clusters Score -1.129964e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 10080 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 7251 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 23539 members 
Mstep: Class 7 contains 411383 members 
Mstep: Class 8 contains 3997 members 
Mstep: Class 9 contains 17689 members 
Mstep: Class 10 contains 11128 members 
Mstep: Class 11 contains 28393 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 28900 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14314 members 
Mstep: Class 16 contains 9686 members 
Mstep: Class 17 contains 52536 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 99348 members 
Mstep: Class 22 contains 12744 members 
Mstep: Class 23 contains 11011 members 
Mstep: Class 24 contains 6019 members 
Mstep: Class 25 contains 399201 members 
Mstep: Class 26 contains 8802 members 
Mstep: Class 27 contains 6117 members 
Mstep: Class 28 contains 11345 members 
Mstep: Class 29 contains 3513 members 
Mstep: Class 30 contains 6667 members 
Mstep: Class 31 contains 12434 members 
Mstep: Class 32 contains 36309 members 
Mstep: Class 33 contains 6895 members 
Mstep: Class 34 contains 14246 members 
Mstep: Class 35 contains 22956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996472.000000 Penalty: 122398.859375
Iteration 96Q: 36 clusters Score -1.129965e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 10134 members 
Mstep: Class 3 contains 2583 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 23530 members 
Mstep: Class 7 contains 411388 members 
Mstep: Class 8 contains 4006 members 
Mstep: Class 9 contains 17666 members 
Mstep: Class 10 contains 11142 members 
Mstep: Class 11 contains 28457 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 28920 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14304 members 
Mstep: Class 16 contains 9633 members 
Mstep: Class 17 contains 52539 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 99341 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 10955 members 
Mstep: Class 24 contains 6033 members 
Mstep: Class 25 contains 399150 members 
Mstep: Class 26 contains 8855 members 
Mstep: Class 27 contains 6151 members 
Mstep: Class 28 contains 11294 members 
Mstep: Class 29 contains 3511 members 
Mstep: Class 30 contains 6660 members 
Mstep: Class 31 contains 12483 members 
Mstep: Class 32 contains 36293 members 
Mstep: Class 33 contains 6918 members 
Mstep: Class 34 contains 14241 members 
Mstep: Class 35 contains 22907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996608.000000 Penalty: 122398.859375
Iteration 97Q: 36 clusters Score -1.129966e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 10180 members 
Mstep: Class 3 contains 2566 members 
Mstep: Class 4 contains 7227 members 
Mstep: Class 5 contains 8076 members 
Mstep: Class 6 contains 23523 members 
Mstep: Class 7 contains 411385 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 17650 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 28513 members 
Mstep: Class 12 contains 7612 members 
Mstep: Class 13 contains 28935 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14295 members 
Mstep: Class 16 contains 9578 members 
Mstep: Class 17 contains 52536 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 99335 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 10901 members 
Mstep: Class 24 contains 6045 members 
Mstep: Class 25 contains 399104 members 
Mstep: Class 26 contains 8896 members 
Mstep: Class 27 contains 6185 members 
Mstep: Class 28 contains 11242 members 
Mstep: Class 29 contains 3512 members 
Mstep: Class 30 contains 6652 members 
Mstep: Class 31 contains 12537 members 
Mstep: Class 32 contains 36276 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 14242 members 
Mstep: Class 35 contains 22870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996664.000000 Penalty: 122398.859375
Iteration 98Q: 36 clusters Score -1.129967e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 10221 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 7197 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 23523 members 
Mstep: Class 7 contains 411374 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 17640 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 28583 members 
Mstep: Class 12 contains 7619 members 
Mstep: Class 13 contains 28932 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 9538 members 
Mstep: Class 17 contains 52537 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 6846 members 
Mstep: Class 21 contains 99331 members 
Mstep: Class 22 contains 12737 members 
Mstep: Class 23 contains 10838 members 
Mstep: Class 24 contains 6066 members 
Mstep: Class 25 contains 399056 members 
Mstep: Class 26 contains 8931 members 
Mstep: Class 27 contains 6221 members 
Mstep: Class 28 contains 11216 members 
Mstep: Class 29 contains 3512 members 
Mstep: Class 30 contains 6644 members 
Mstep: Class 31 contains 12587 members 
Mstep: Class 32 contains 36266 members 
Mstep: Class 33 contains 6941 members 
Mstep: Class 34 contains 14246 members 
Mstep: Class 35 contains 22825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996632.000000 Penalty: 122398.859375
Iteration 99Q: 36 clusters Score -1.129966e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 10259 members 
Mstep: Class 3 contains 2523 members 
Mstep: Class 4 contains 7173 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 23519 members 
Mstep: Class 7 contains 411359 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 17622 members 
Mstep: Class 10 contains 11231 members 
Mstep: Class 11 contains 28634 members 
Mstep: Class 12 contains 7624 members 
Mstep: Class 13 contains 28938 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14274 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 52535 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 99332 members 
Mstep: Class 22 contains 12736 members 
Mstep: Class 23 contains 10794 members 
Mstep: Class 24 contains 6080 members 
Mstep: Class 25 contains 399014 members 
Mstep: Class 26 contains 8970 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 11189 members 
Mstep: Class 29 contains 3513 members 
Mstep: Class 30 contains 6635 members 
Mstep: Class 31 contains 12624 members 
Mstep: Class 32 contains 36260 members 
Mstep: Class 33 contains 6942 members 
Mstep: Class 34 contains 14259 members 
Mstep: Class 35 contains 22772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996952.000000 Penalty: 122398.859375
Iteration 100F: 36 clusters Score -1.12997e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 7156 members 
Mstep: Class 5 contains 8063 members 
Mstep: Class 6 contains 23526 members 
Mstep: Class 7 contains 411342 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 17598 members 
Mstep: Class 10 contains 11262 members 
Mstep: Class 11 contains 28675 members 
Mstep: Class 12 contains 7629 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14258 members 
Mstep: Class 16 contains 9462 members 
Mstep: Class 17 contains 52533 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 99323 members 
Mstep: Class 22 contains 12736 members 
Mstep: Class 23 contains 10755 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 398992 members 
Mstep: Class 26 contains 9004 members 
Mstep: Class 27 contains 6314 members 
Mstep: Class 28 contains 11164 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 6622 members 
Mstep: Class 31 contains 12654 members 
Mstep: Class 32 contains 36256 members 
Mstep: Class 33 contains 6945 members 
Mstep: Class 34 contains 14278 members 
Mstep: Class 35 contains 22710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996968.000000 Penalty: 122398.859375
Iteration 101Q: 36 clusters Score -1.12997e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 7140 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 23529 members 
Mstep: Class 7 contains 411327 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 17594 members 
Mstep: Class 10 contains 11288 members 
Mstep: Class 11 contains 28711 members 
Mstep: Class 12 contains 7635 members 
Mstep: Class 13 contains 28946 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14248 members 
Mstep: Class 16 contains 9424 members 
Mstep: Class 17 contains 52534 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6845 members 
Mstep: Class 21 contains 99319 members 
Mstep: Class 22 contains 12730 members 
Mstep: Class 23 contains 10725 members 
Mstep: Class 24 contains 6093 members 
Mstep: Class 25 contains 398963 members 
Mstep: Class 26 contains 9039 members 
Mstep: Class 27 contains 6364 members 
Mstep: Class 28 contains 11136 members 
Mstep: Class 29 contains 3518 members 
Mstep: Class 30 contains 6612 members 
Mstep: Class 31 contains 12685 members 
Mstep: Class 32 contains 36252 members 
Mstep: Class 33 contains 6947 members 
Mstep: Class 34 contains 14285 members 
Mstep: Class 35 contains 22655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996952.000000 Penalty: 122398.859375
Iteration 102Q: 36 clusters Score -1.12997e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 10369 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 7128 members 
Mstep: Class 5 contains 8056 members 
Mstep: Class 6 contains 23534 members 
Mstep: Class 7 contains 411312 members 
Mstep: Class 8 contains 4136 members 
Mstep: Class 9 contains 17589 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 28742 members 
Mstep: Class 12 contains 7640 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14229 members 
Mstep: Class 16 contains 9406 members 
Mstep: Class 17 contains 52535 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 99312 members 
Mstep: Class 22 contains 12727 members 
Mstep: Class 23 contains 10684 members 
Mstep: Class 24 contains 6106 members 
Mstep: Class 25 contains 398927 members 
Mstep: Class 26 contains 9066 members 
Mstep: Class 27 contains 6402 members 
Mstep: Class 28 contains 11102 members 
Mstep: Class 29 contains 3520 members 
Mstep: Class 30 contains 6608 members 
Mstep: Class 31 contains 12715 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 6945 members 
Mstep: Class 34 contains 14302 members 
Mstep: Class 35 contains 22606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997272.000000 Penalty: 122398.859375
Iteration 103Q: 36 clusters Score -1.129973e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 10409 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 8055 members 
Mstep: Class 6 contains 23543 members 
Mstep: Class 7 contains 411308 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 17590 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 28770 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14209 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 52536 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 99311 members 
Mstep: Class 22 contains 12727 members 
Mstep: Class 23 contains 10652 members 
Mstep: Class 24 contains 6119 members 
Mstep: Class 25 contains 398882 members 
Mstep: Class 26 contains 9090 members 
Mstep: Class 27 contains 6436 members 
Mstep: Class 28 contains 11070 members 
Mstep: Class 29 contains 3521 members 
Mstep: Class 30 contains 6602 members 
Mstep: Class 31 contains 12743 members 
Mstep: Class 32 contains 36246 members 
Mstep: Class 33 contains 6946 members 
Mstep: Class 34 contains 14318 members 
Mstep: Class 35 contains 22554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997376.000000 Penalty: 122398.859375
Iteration 104Q: 36 clusters Score -1.129974e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 10450 members 
Mstep: Class 3 contains 2385 members 
Mstep: Class 4 contains 7086 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 23544 members 
Mstep: Class 7 contains 411313 members 
Mstep: Class 8 contains 4183 members 
Mstep: Class 9 contains 17599 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 28795 members 
Mstep: Class 12 contains 7649 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14192 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 52536 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 99308 members 
Mstep: Class 22 contains 12726 members 
Mstep: Class 23 contains 10631 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 398834 members 
Mstep: Class 26 contains 9109 members 
Mstep: Class 27 contains 6466 members 
Mstep: Class 28 contains 11048 members 
Mstep: Class 29 contains 3523 members 
Mstep: Class 30 contains 6597 members 
Mstep: Class 31 contains 12768 members 
Mstep: Class 32 contains 36242 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14326 members 
Mstep: Class 35 contains 22499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997456.000000 Penalty: 122398.859375
Iteration 105Q: 36 clusters Score -1.129975e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 10492 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 8046 members 
Mstep: Class 6 contains 23544 members 
Mstep: Class 7 contains 411311 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 17605 members 
Mstep: Class 10 contains 11392 members 
Mstep: Class 11 contains 28810 members 
Mstep: Class 12 contains 7652 members 
Mstep: Class 13 contains 28957 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14175 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 52535 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 99299 members 
Mstep: Class 22 contains 12727 members 
Mstep: Class 23 contains 10616 members 
Mstep: Class 24 contains 6138 members 
Mstep: Class 25 contains 398818 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 11024 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 6590 members 
Mstep: Class 31 contains 12789 members 
Mstep: Class 32 contains 36234 members 
Mstep: Class 33 contains 6940 members 
Mstep: Class 34 contains 14328 members 
Mstep: Class 35 contains 22452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997448.000000 Penalty: 122398.859375
Iteration 106Q: 36 clusters Score -1.129974e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 7053 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 23548 members 
Mstep: Class 7 contains 411301 members 
Mstep: Class 8 contains 4231 members 
Mstep: Class 9 contains 17606 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 28829 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 28966 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14158 members 
Mstep: Class 16 contains 9337 members 
Mstep: Class 17 contains 52535 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 99295 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 10601 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 398802 members 
Mstep: Class 26 contains 9142 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 10999 members 
Mstep: Class 29 contains 3524 members 
Mstep: Class 30 contains 6586 members 
Mstep: Class 31 contains 12816 members 
Mstep: Class 32 contains 36229 members 
Mstep: Class 33 contains 6937 members 
Mstep: Class 34 contains 14328 members 
Mstep: Class 35 contains 22399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997584.000000 Penalty: 122398.859375
Iteration 107Q: 36 clusters Score -1.129976e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 7052 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 23551 members 
Mstep: Class 7 contains 411299 members 
Mstep: Class 8 contains 4256 members 
Mstep: Class 9 contains 17611 members 
Mstep: Class 10 contains 11436 members 
Mstep: Class 11 contains 28855 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 13 contains 28962 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14151 members 
Mstep: Class 16 contains 9315 members 
Mstep: Class 17 contains 52537 members 
Mstep: Class 18 contains 3790 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 99291 members 
Mstep: Class 22 contains 12729 members 
Mstep: Class 23 contains 10588 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 398782 members 
Mstep: Class 26 contains 9158 members 
Mstep: Class 27 contains 6550 members 
Mstep: Class 28 contains 10977 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 6581 members 
Mstep: Class 31 contains 12839 members 
Mstep: Class 32 contains 36223 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 14334 members 
Mstep: Class 35 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997544.000000 Penalty: 122398.859375
Iteration 108Q: 36 clusters Score -1.129975e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 10615 members 
Mstep: Class 3 contains 2248 members 
Mstep: Class 4 contains 7046 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 23556 members 
Mstep: Class 7 contains 411290 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 17623 members 
Mstep: Class 10 contains 11461 members 
Mstep: Class 11 contains 28873 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 28964 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14141 members 
Mstep: Class 16 contains 9294 members 
Mstep: Class 17 contains 52538 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6849 members 
Mstep: Class 21 contains 99287 members 
Mstep: Class 22 contains 12730 members 
Mstep: Class 23 contains 10579 members 
Mstep: Class 24 contains 6161 members 
Mstep: Class 25 contains 398760 members 
Mstep: Class 26 contains 9167 members 
Mstep: Class 27 contains 6574 members 
Mstep: Class 28 contains 10947 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 6577 members 
Mstep: Class 31 contains 12861 members 
Mstep: Class 32 contains 36220 members 
Mstep: Class 33 contains 6920 members 
Mstep: Class 34 contains 14336 members 
Mstep: Class 35 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997536.000000 Penalty: 122398.859375
Iteration 109Q: 36 clusters Score -1.129975e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 10654 members 
Mstep: Class 3 contains 2216 members 
Mstep: Class 4 contains 7035 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 23556 members 
Mstep: Class 7 contains 411280 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 17635 members 
Mstep: Class 10 contains 11471 members 
Mstep: Class 11 contains 28900 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28963 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14141 members 
Mstep: Class 16 contains 9292 members 
Mstep: Class 17 contains 52539 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 99292 members 
Mstep: Class 22 contains 12729 members 
Mstep: Class 23 contains 10560 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 398739 members 
Mstep: Class 26 contains 9175 members 
Mstep: Class 27 contains 6600 members 
Mstep: Class 28 contains 10930 members 
Mstep: Class 29 contains 3528 members 
Mstep: Class 30 contains 6576 members 
Mstep: Class 31 contains 12881 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 6912 members 
Mstep: Class 34 contains 14334 members 
Mstep: Class 35 contains 22245 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 36 clusters Score -1.129978e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 7024 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 23558 members 
Mstep: Class 7 contains 411276 members 
Mstep: Class 8 contains 4300 members 
Mstep: Class 9 contains 17647 members 
Mstep: Class 10 contains 11488 members 
Mstep: Class 11 contains 28929 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 28966 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14135 members 
Mstep: Class 16 contains 9280 members 
Mstep: Class 17 contains 52539 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 99295 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 10546 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 398723 members 
Mstep: Class 26 contains 9183 members 
Mstep: Class 27 contains 6631 members 
Mstep: Class 28 contains 10918 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 6572 members 
Mstep: Class 31 contains 12902 members 
Mstep: Class 32 contains 36220 members 
Mstep: Class 33 contains 6909 members 
Mstep: Class 34 contains 14339 members 
Mstep: Class 35 contains 22195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997888.000000 Penalty: 122398.859375
Iteration 111Q: 36 clusters Score -1.129979e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 8008 members 
Mstep: Class 6 contains 23563 members 
Mstep: Class 7 contains 411261 members 
Mstep: Class 8 contains 4319 members 
Mstep: Class 9 contains 17645 members 
Mstep: Class 10 contains 11502 members 
Mstep: Class 11 contains 28951 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28977 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14133 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 52539 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 99286 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 10537 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 398721 members 
Mstep: Class 26 contains 9193 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 10901 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 6570 members 
Mstep: Class 31 contains 12915 members 
Mstep: Class 32 contains 36218 members 
Mstep: Class 33 contains 6897 members 
Mstep: Class 34 contains 14343 members 
Mstep: Class 35 contains 22164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997976.000000 Penalty: 122398.859375
Iteration 112Q: 36 clusters Score -1.12998e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 7004 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 23560 members 
Mstep: Class 7 contains 411252 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 17646 members 
Mstep: Class 10 contains 11521 members 
Mstep: Class 11 contains 28968 members 
Mstep: Class 12 contains 7667 members 
Mstep: Class 13 contains 28982 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14122 members 
Mstep: Class 16 contains 9261 members 
Mstep: Class 17 contains 52540 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6847 members 
Mstep: Class 21 contains 99283 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 10530 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 398720 members 
Mstep: Class 26 contains 9196 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 10890 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 6568 members 
Mstep: Class 31 contains 12925 members 
Mstep: Class 32 contains 36215 members 
Mstep: Class 33 contains 6891 members 
Mstep: Class 34 contains 14347 members 
Mstep: Class 35 contains 22127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112997960.000000 Penalty: 122398.859375
Iteration 113Q: 36 clusters Score -1.12998e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 7003 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 23569 members 
Mstep: Class 7 contains 411241 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 11537 members 
Mstep: Class 11 contains 28980 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 28994 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14108 members 
Mstep: Class 16 contains 9248 members 
Mstep: Class 17 contains 52543 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 99280 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 10520 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 398726 members 
Mstep: Class 26 contains 9201 members 
Mstep: Class 27 contains 6708 members 
Mstep: Class 28 contains 10870 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 6570 members 
Mstep: Class 31 contains 12934 members 
Mstep: Class 32 contains 36209 members 
Mstep: Class 33 contains 6887 members 
Mstep: Class 34 contains 14352 members 
Mstep: Class 35 contains 22102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998056.000000 Penalty: 122398.859375
Iteration 114Q: 36 clusters Score -1.129981e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 10784 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 7993 members 
Mstep: Class 6 contains 23576 members 
Mstep: Class 7 contains 411242 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 11552 members 
Mstep: Class 11 contains 28984 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14099 members 
Mstep: Class 16 contains 9243 members 
Mstep: Class 17 contains 52544 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 6849 members 
Mstep: Class 21 contains 99274 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 10518 members 
Mstep: Class 24 contains 6184 members 
Mstep: Class 25 contains 398722 members 
Mstep: Class 26 contains 9203 members 
Mstep: Class 27 contains 6729 members 
Mstep: Class 28 contains 10858 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 6569 members 
Mstep: Class 31 contains 12941 members 
Mstep: Class 32 contains 36207 members 
Mstep: Class 33 contains 6885 members 
Mstep: Class 34 contains 14355 members 
Mstep: Class 35 contains 22066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998120.000000 Penalty: 122398.859375
Iteration 115Q: 36 clusters Score -1.129981e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 10809 members 
Mstep: Class 3 contains 2039 members 
Mstep: Class 4 contains 6986 members 
Mstep: Class 5 contains 7991 members 
Mstep: Class 6 contains 23583 members 
Mstep: Class 7 contains 411239 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 11562 members 
Mstep: Class 11 contains 28998 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29000 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14092 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 52544 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 99267 members 
Mstep: Class 22 contains 12729 members 
Mstep: Class 23 contains 10512 members 
Mstep: Class 24 contains 6189 members 
Mstep: Class 25 contains 398714 members 
Mstep: Class 26 contains 9205 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 10852 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 6568 members 
Mstep: Class 31 contains 12950 members 
Mstep: Class 32 contains 36207 members 
Mstep: Class 33 contains 6882 members 
Mstep: Class 34 contains 14358 members 
Mstep: Class 35 contains 22043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998144.000000 Penalty: 122398.859375
Iteration 116Q: 36 clusters Score -1.129981e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 10844 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 6984 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 23585 members 
Mstep: Class 7 contains 411232 members 
Mstep: Class 8 contains 4387 members 
Mstep: Class 9 contains 17652 members 
Mstep: Class 10 contains 11575 members 
Mstep: Class 11 contains 29003 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 28998 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14086 members 
Mstep: Class 16 contains 9232 members 
Mstep: Class 17 contains 52544 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6851 members 
Mstep: Class 21 contains 99265 members 
Mstep: Class 22 contains 12725 members 
Mstep: Class 23 contains 10504 members 
Mstep: Class 24 contains 6190 members 
Mstep: Class 25 contains 398712 members 
Mstep: Class 26 contains 9207 members 
Mstep: Class 27 contains 6775 members 
Mstep: Class 28 contains 10852 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 6566 members 
Mstep: Class 31 contains 12958 members 
Mstep: Class 32 contains 36207 members 
Mstep: Class 33 contains 6879 members 
Mstep: Class 34 contains 14362 members 
Mstep: Class 35 contains 22009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998024.000000 Penalty: 122398.859375
Iteration 117Q: 36 clusters Score -1.12998e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 10873 members 
Mstep: Class 3 contains 1964 members 
Mstep: Class 4 contains 6983 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 23587 members 
Mstep: Class 7 contains 411227 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 17659 members 
Mstep: Class 10 contains 11580 members 
Mstep: Class 11 contains 29004 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29000 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14074 members 
Mstep: Class 16 contains 9229 members 
Mstep: Class 17 contains 52544 members 
Mstep: Class 18 contains 3792 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6855 members 
Mstep: Class 21 contains 99261 members 
Mstep: Class 22 contains 12721 members 
Mstep: Class 23 contains 10495 members 
Mstep: Class 24 contains 6190 members 
Mstep: Class 25 contains 398713 members 
Mstep: Class 26 contains 9208 members 
Mstep: Class 27 contains 6794 members 
Mstep: Class 28 contains 10850 members 
Mstep: Class 29 contains 3526 members 
Mstep: Class 30 contains 6566 members 
Mstep: Class 31 contains 12969 members 
Mstep: Class 32 contains 36207 members 
Mstep: Class 33 contains 6882 members 
Mstep: Class 34 contains 14368 members 
Mstep: Class 35 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998016.000000 Penalty: 122398.859375
Iteration 118Q: 36 clusters Score -1.12998e+08 nChanged 257
Entering ConstructFrom: 
Score: -112998016.000000 Penalty: 122398.859375
Entering ConstructFrom: 
Trying to split cluster 1 (21799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Entering Unmasked Estep 
Score: -1907492.750000 Penalty: 2477.425537
	Iteration 0F: 2 clusters Score -1907493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1892305.875000 Penalty: 4954.851074
	Iteration 0F: 3 clusters Score -1892306 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1897405.750000 Penalty: 4954.851074
	Iteration 1F: 3 clusters Score -1897406 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1897900.750000 Penalty: 4954.851074
	Iteration 2F: 3 clusters Score -1897901 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1898422.375000 Penalty: 4954.851074
	Iteration 3F: 3 clusters Score -1898422 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1898948.875000 Penalty: 4954.851074
	Iteration 4F: 3 clusters Score -1898949 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1899473.625000 Penalty: 4954.851074
	Iteration 5Q: 3 clusters Score -1899474 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1900090.375000 Penalty: 4954.851074
	Iteration 6F: 3 clusters Score -1900090 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1900756.500000 Penalty: 4954.851074
	Iteration 7F: 3 clusters Score -1900756 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1901341.250000 Penalty: 4954.851074
	Iteration 8Q: 3 clusters Score -1901341 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1901885.000000 Penalty: 4954.851074
	Iteration 9Q: 3 clusters Score -1901885 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1902380.000000 Penalty: 4954.851074
	Iteration 10Q: 3 clusters Score -1902380 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1902852.625000 Penalty: 4954.851074
	Iteration 11Q: 3 clusters Score -1902853 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1903330.500000 Penalty: 4954.851074
	Iteration 12Q: 3 clusters Score -1903330 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1903807.125000 Penalty: 4954.851074
	Iteration 13Q: 3 clusters Score -1903807 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1904254.000000 Penalty: 4954.851074
	Iteration 14Q: 3 clusters Score -1904254 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -1904599.500000 Penalty: 4954.851074
	Iteration 15Q: 3 clusters Score -1904600 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -1904855.375000 Penalty: 4954.851074
	Iteration 16Q: 3 clusters Score -1904855 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -1905066.500000 Penalty: 4954.851074
	Iteration 17Q: 3 clusters Score -1905066 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1905211.000000 Penalty: 4954.851074
	Iteration 18Q: 3 clusters Score -1905211 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1905320.125000 Penalty: 4954.851074
	Iteration 19Q: 3 clusters Score -1905320 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1905401.875000 Penalty: 4954.851074
	Iteration 20F: 3 clusters Score -1905402 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1905494.750000 Penalty: 4954.851074
	Iteration 21Q: 3 clusters Score -1905495 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -1905596.375000 Penalty: 4954.851074
	Iteration 22Q: 3 clusters Score -1905596 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1905660.000000 Penalty: 4954.851074
	Iteration 23Q: 3 clusters Score -1905660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1905703.250000 Penalty: 4954.851074
	Iteration 24Q: 3 clusters Score -1905703 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1905751.125000 Penalty: 4954.851074
	Iteration 25Q: 3 clusters Score -1905751 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1905791.000000 Penalty: 4954.851074
	Iteration 26Q: 3 clusters Score -1905791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1905817.375000 Penalty: 4954.851074
	Iteration 27Q: 3 clusters Score -1905817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1905831.000000 Penalty: 4954.851074
	Iteration 28Q: 3 clusters Score -1905831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1905848.375000 Penalty: 4954.851074
	Iteration 29Q: 3 clusters Score -1905848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -1905863.875000 Penalty: 4954.851074
	Iteration 30Q: 3 clusters Score -1905864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -1905871.500000 Penalty: 4954.851074
	Iteration 31Q: 3 clusters Score -1905872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1905879.375000 Penalty: 4954.851074
	Iteration 32Q: 3 clusters Score -1905879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1905879.875000 Penalty: 4954.851074
	Iteration 33Q: 3 clusters Score -1905880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1905879.625000 Penalty: 4954.851074
	Iteration 34Q: 3 clusters Score -1905880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -1905880.750000 Penalty: 4954.851074
	Iteration 35Q: 3 clusters Score -1905881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -1905885.750000 Penalty: 4954.851074
	Iteration 36Q: 3 clusters Score -1905886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1905884.000000 Penalty: 4954.851074
	Iteration 37Q: 3 clusters Score -1905884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -1905884.500000 Penalty: 4954.851074
	Iteration 38Q: 3 clusters Score -1905884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1905885.000000 Penalty: 4954.851074
	Iteration 39Q: 3 clusters Score -1905885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1905890.500000 Penalty: 4954.851074
	Iteration 40F: 3 clusters Score -1905890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1905892.000000 Penalty: 4954.851074
	Iteration 41Q: 3 clusters Score -1905892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1905890.250000 Penalty: 4954.851074
	Iteration 42Q: 3 clusters Score -1905890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -1905892.000000 Penalty: 4954.851074
	Iteration 43Q: 3 clusters Score -1905892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1905895.750000 Penalty: 4954.851074
	Iteration 44Q: 3 clusters Score -1905896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1905894.875000 Penalty: 4954.851074
	Iteration 45Q: 3 clusters Score -1905895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1905898.500000 Penalty: 4954.851074
	Iteration 46Q: 3 clusters Score -1905898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1905900.500000 Penalty: 4954.851074
	Iteration 47Q: 3 clusters Score -1905900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1905905.000000 Penalty: 4954.851074
	Iteration 48Q: 3 clusters Score -1905905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -1905905.750000 Penalty: 4954.851074
	Iteration 49Q: 3 clusters Score -1905906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -1905900.750000 Penalty: 4954.851074
	Iteration 50Q: 3 clusters Score -1905901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -1905903.500000 Penalty: 4954.851074
	Iteration 51Q: 3 clusters Score -1905904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -1905904.000000 Penalty: 4954.851074
	Iteration 52Q: 3 clusters Score -1905904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1905905.750000 Penalty: 4954.851074
	Iteration 53Q: 3 clusters Score -1905906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1905903.875000 Penalty: 4954.851074
	Iteration 54Q: 3 clusters Score -1905904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -1905906.500000 Penalty: 4954.851074
	Iteration 55Q: 3 clusters Score -1905906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -1905906.625000 Penalty: 4954.851074
	Iteration 56Q: 3 clusters Score -1905907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1905905.750000 Penalty: 4954.851074
	Iteration 57Q: 3 clusters Score -1905906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -1905906.000000 Penalty: 4954.851074
	Iteration 58Q: 3 clusters Score -1905906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1905910.750000 Penalty: 4954.851074
	Iteration 59Q: 3 clusters Score -1905911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1905909.625000 Penalty: 4954.851074
	Iteration 60F: 3 clusters Score -1905910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -1905911.500000 Penalty: 4954.851074
	Iteration 61Q: 3 clusters Score -1905912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1905912.375000 Penalty: 4954.851074
	Iteration 62Q: 3 clusters Score -1905912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -1905916.500000 Penalty: 4954.851074
	Iteration 63Q: 3 clusters Score -1905916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1905914.250000 Penalty: 4954.851074
	Iteration 64Q: 3 clusters Score -1905914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1905915.375000 Penalty: 4954.851074
	Iteration 65Q: 3 clusters Score -1905915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1905915.375000 Penalty: 4954.851074
	Iteration 66F: 3 clusters Score -1905915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Entering Unmasked Estep 
Score: -910442.687500 Penalty: 2305.650391
	Iteration 0F: 2 clusters Score -910442.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -902178.375000 Penalty: 4611.300781
	Iteration 0F: 3 clusters Score -902178.4 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -904917.187500 Penalty: 4611.300781
	Iteration 1F: 3 clusters Score -904917.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -905686.687500 Penalty: 4611.300781
	Iteration 2F: 3 clusters Score -905686.7 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -906533.312500 Penalty: 4611.300781
	Iteration 3F: 3 clusters Score -906533.3 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -907291.562500 Penalty: 4611.300781
	Iteration 4F: 3 clusters Score -907291.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -907870.125000 Penalty: 4611.300781
	Iteration 5F: 3 clusters Score -907870.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -908242.562500 Penalty: 4611.300781
	Iteration 6Q: 3 clusters Score -908242.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -908443.562500 Penalty: 4611.300781
	Iteration 7Q: 3 clusters Score -908443.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -908580.562500 Penalty: 4611.300781
	Iteration 8Q: 3 clusters Score -908580.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -908677.062500 Penalty: 4611.300781
	Iteration 9Q: 3 clusters Score -908677.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -908757.000000 Penalty: 4611.300781
	Iteration 10Q: 3 clusters Score -908757 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -908807.562500 Penalty: 4611.300781
	Iteration 11Q: 3 clusters Score -908807.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -908849.437500 Penalty: 4611.300781
	Iteration 12Q: 3 clusters Score -908849.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -908885.875000 Penalty: 4611.300781
	Iteration 13Q: 3 clusters Score -908885.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -908912.375000 Penalty: 4611.300781
	Iteration 14Q: 3 clusters Score -908912.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -908935.000000 Penalty: 4611.300781
	Iteration 15Q: 3 clusters Score -908935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -908956.437500 Penalty: 4611.300781
	Iteration 16Q: 3 clusters Score -908956.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -908976.687500 Penalty: 4611.300781
	Iteration 17Q: 3 clusters Score -908976.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -908994.500000 Penalty: 4611.300781
	Iteration 18Q: 3 clusters Score -908994.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -909009.312500 Penalty: 4611.300781
	Iteration 19Q: 3 clusters Score -909009.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -909017.500000 Penalty: 4611.300781
	Iteration 20F: 3 clusters Score -909017.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -909029.937500 Penalty: 4611.300781
	Iteration 21Q: 3 clusters Score -909029.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -909036.500000 Penalty: 4611.300781
	Iteration 22Q: 3 clusters Score -909036.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -909042.500000 Penalty: 4611.300781
	Iteration 23Q: 3 clusters Score -909042.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -909050.125000 Penalty: 4611.300781
	Iteration 24Q: 3 clusters Score -909050.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -909052.000000 Penalty: 4611.300781
	Iteration 25Q: 3 clusters Score -909052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -909057.750000 Penalty: 4611.300781
	Iteration 26Q: 3 clusters Score -909057.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -909059.937500 Penalty: 4611.300781
	Iteration 27Q: 3 clusters Score -909059.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -909063.875000 Penalty: 4611.300781
	Iteration 28Q: 3 clusters Score -909063.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -909067.625000 Penalty: 4611.300781
	Iteration 29Q: 3 clusters Score -909067.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -909073.875000 Penalty: 4611.300781
	Iteration 30Q: 3 clusters Score -909073.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -909074.250000 Penalty: 4611.300781
	Iteration 31Q: 3 clusters Score -909074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -909076.937500 Penalty: 4611.300781
	Iteration 32Q: 3 clusters Score -909076.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -909080.875000 Penalty: 4611.300781
	Iteration 33Q: 3 clusters Score -909080.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -909091.875000 Penalty: 4611.300781
	Iteration 34Q: 3 clusters Score -909091.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -909098.125000 Penalty: 4611.300781
	Iteration 35Q: 3 clusters Score -909098.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -909102.875000 Penalty: 4611.300781
	Iteration 36Q: 3 clusters Score -909102.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -909101.875000 Penalty: 4611.300781
	Iteration 37Q: 3 clusters Score -909101.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -909106.500000 Penalty: 4611.300781
	Iteration 38Q: 3 clusters Score -909106.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -909108.812500 Penalty: 4611.300781
	Iteration 39Q: 3 clusters Score -909108.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -909108.312500 Penalty: 4611.300781
	Iteration 40F: 3 clusters Score -909108.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -909111.375000 Penalty: 4611.300781
	Iteration 41Q: 3 clusters Score -909111.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -909113.500000 Penalty: 4611.300781
	Iteration 42Q: 3 clusters Score -909113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -909114.687500 Penalty: 4611.300781
	Iteration 43Q: 3 clusters Score -909114.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -909115.375000 Penalty: 4611.300781
	Iteration 44Q: 3 clusters Score -909115.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -909120.062500 Penalty: 4611.300781
	Iteration 45Q: 3 clusters Score -909120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -909120.437500 Penalty: 4611.300781
	Iteration 46Q: 3 clusters Score -909120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -909120.000000 Penalty: 4611.300781
	Iteration 47Q: 3 clusters Score -909120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -909121.062500 Penalty: 4611.300781
	Iteration 48Q: 3 clusters Score -909121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -909122.187500 Penalty: 4611.300781
	Iteration 49Q: 3 clusters Score -909122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -909120.812500 Penalty: 4611.300781
	Iteration 50Q: 3 clusters Score -909120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -909121.937500 Penalty: 4611.300781
	Iteration 51Q: 3 clusters Score -909121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -909123.000000 Penalty: 4611.300781
	Iteration 52Q: 3 clusters Score -909123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -909123.375000 Penalty: 4611.300781
	Iteration 53Q: 3 clusters Score -909123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -909123.500000 Penalty: 4611.300781
	Iteration 54Q: 3 clusters Score -909123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -909125.750000 Penalty: 4611.300781
	Iteration 55Q: 3 clusters Score -909125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -909126.125000 Penalty: 4611.300781
	Iteration 56Q: 3 clusters Score -909126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -909126.000000 Penalty: 4611.300781
	Iteration 57Q: 3 clusters Score -909126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -909127.187500 Penalty: 4611.300781
	Iteration 58Q: 3 clusters Score -909127.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -909126.750000 Penalty: 4611.300781
	Iteration 59Q: 3 clusters Score -909126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -909129.125000 Penalty: 4611.300781
	Iteration 60F: 3 clusters Score -909129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -909129.000000 Penalty: 4611.300781
	Iteration 61Q: 3 clusters Score -909129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -909129.000000 Penalty: 4611.300781
	Iteration 62F: 3 clusters Score -909129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -157914.671875 Penalty: 1875.416016
	Iteration 0F: 2 clusters Score -157914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155372.406250 Penalty: 3750.832031
	Iteration 0F: 3 clusters Score -155372.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -155849.375000 Penalty: 3750.832031
	Iteration 1F: 3 clusters Score -155849.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -155969.156250 Penalty: 3750.832031
	Iteration 2F: 3 clusters Score -155969.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -156043.968750 Penalty: 3750.832031
	Iteration 3Q: 3 clusters Score -156044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -156090.671875 Penalty: 3750.832031
	Iteration 4Q: 3 clusters Score -156090.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -156119.656250 Penalty: 3750.832031
	Iteration 5Q: 3 clusters Score -156119.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -156151.828125 Penalty: 3750.832031
	Iteration 6Q: 3 clusters Score -156151.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -156174.921875 Penalty: 3750.832031
	Iteration 7Q: 3 clusters Score -156174.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -156192.062500 Penalty: 3750.832031
	Iteration 8Q: 3 clusters Score -156192.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -156204.500000 Penalty: 3750.832031
	Iteration 9Q: 3 clusters Score -156204.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -156216.062500 Penalty: 3750.832031
	Iteration 10Q: 3 clusters Score -156216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -156228.093750 Penalty: 3750.832031
	Iteration 11Q: 3 clusters Score -156228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -156237.015625 Penalty: 3750.832031
	Iteration 12Q: 3 clusters Score -156237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -156241.234375 Penalty: 3750.832031
	Iteration 13Q: 3 clusters Score -156241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -156248.656250 Penalty: 3750.832031
	Iteration 14Q: 3 clusters Score -156248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -156256.937500 Penalty: 3750.832031
	Iteration 15Q: 3 clusters Score -156256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -156263.531250 Penalty: 3750.832031
	Iteration 16Q: 3 clusters Score -156263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -156266.656250 Penalty: 3750.832031
	Iteration 17Q: 3 clusters Score -156266.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -156269.078125 Penalty: 3750.832031
	Iteration 18Q: 3 clusters Score -156269.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -156274.359375 Penalty: 3750.832031
	Iteration 19Q: 3 clusters Score -156274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -156277.406250 Penalty: 3750.832031
	Iteration 20F: 3 clusters Score -156277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -156278.359375 Penalty: 3750.832031
	Iteration 21Q: 3 clusters Score -156278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -156279.125000 Penalty: 3750.832031
	Iteration 22Q: 3 clusters Score -156279.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -156280.484375 Penalty: 3750.832031
	Iteration 23Q: 3 clusters Score -156280.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -156281.125000 Penalty: 3750.832031
	Iteration 24Q: 3 clusters Score -156281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -156281.765625 Penalty: 3750.832031
	Iteration 25Q: 3 clusters Score -156281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -156281.765625 Penalty: 3750.832031
	Iteration 26F: 3 clusters Score -156281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Entering Unmasked Estep 
Score: -518402.187500 Penalty: 2194.857422
	Iteration 0F: 2 clusters Score -518402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -512601.875000 Penalty: 4389.714844
	Iteration 0F: 3 clusters Score -512601.9 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -514380.593750 Penalty: 4389.714844
	Iteration 1F: 3 clusters Score -514380.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -514735.281250 Penalty: 4389.714844
	Iteration 2F: 3 clusters Score -514735.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -514991.937500 Penalty: 4389.714844
	Iteration 3F: 3 clusters Score -514991.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -515198.843750 Penalty: 4389.714844
	Iteration 4Q: 3 clusters Score -515198.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -515403.437500 Penalty: 4389.714844
	Iteration 5Q: 3 clusters Score -515403.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -515616.812500 Penalty: 4389.714844
	Iteration 6Q: 3 clusters Score -515616.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -515810.625000 Penalty: 4389.714844
	Iteration 7Q: 3 clusters Score -515810.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -516016.500000 Penalty: 4389.714844
	Iteration 8Q: 3 clusters Score -516016.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -516228.937500 Penalty: 4389.714844
	Iteration 9Q: 3 clusters Score -516228.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -516523.750000 Penalty: 4389.714844
	Iteration 10Q: 3 clusters Score -516523.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -516891.468750 Penalty: 4389.714844
	Iteration 11Q: 3 clusters Score -516891.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -517239.031250 Penalty: 4389.714844
	Iteration 12Q: 3 clusters Score -517239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -517474.906250 Penalty: 4389.714844
	Iteration 13Q: 3 clusters Score -517474.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -517597.062500 Penalty: 4389.714844
	Iteration 14Q: 3 clusters Score -517597.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -517679.343750 Penalty: 4389.714844
	Iteration 15Q: 3 clusters Score -517679.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -517721.875000 Penalty: 4389.714844
	Iteration 16Q: 3 clusters Score -517721.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -517743.906250 Penalty: 4389.714844
	Iteration 17Q: 3 clusters Score -517743.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -517753.781250 Penalty: 4389.714844
	Iteration 18Q: 3 clusters Score -517753.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -517767.750000 Penalty: 4389.714844
	Iteration 19Q: 3 clusters Score -517767.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -517787.625000 Penalty: 4389.714844
	Iteration 20F: 3 clusters Score -517787.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -517797.781250 Penalty: 4389.714844
	Iteration 21Q: 3 clusters Score -517797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -517802.968750 Penalty: 4389.714844
	Iteration 22Q: 3 clusters Score -517803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -517805.687500 Penalty: 4389.714844
	Iteration 23Q: 3 clusters Score -517805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -517806.718750 Penalty: 4389.714844
	Iteration 24Q: 3 clusters Score -517806.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -517806.312500 Penalty: 4389.714844
	Iteration 25Q: 3 clusters Score -517806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -517808.000000 Penalty: 4389.714844
	Iteration 26Q: 3 clusters Score -517808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -517807.750000 Penalty: 4389.714844
	Iteration 27Q: 3 clusters Score -517807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -517807.468750 Penalty: 4389.714844
	Iteration 28Q: 3 clusters Score -517807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -517807.468750 Penalty: 4389.714844
	Iteration 29F: 3 clusters Score -517807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -681629.500000 Penalty: 2228.328369
	Iteration 0F: 2 clusters Score -681629.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -675299.312500 Penalty: 4456.656738
	Iteration 0F: 3 clusters Score -675299.3 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -677211.750000 Penalty: 4456.656738
	Iteration 1F: 3 clusters Score -677211.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -677775.625000 Penalty: 4456.656738
	Iteration 2F: 3 clusters Score -677775.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -678352.062500 Penalty: 4456.656738
	Iteration 3F: 3 clusters Score -678352.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -678953.750000 Penalty: 4456.656738
	Iteration 4F: 3 clusters Score -678953.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -679493.250000 Penalty: 4456.656738
	Iteration 5F: 3 clusters Score -679493.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -679955.812500 Penalty: 4456.656738
	Iteration 6F: 3 clusters Score -679955.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -680293.187500 Penalty: 4456.656738
	Iteration 7F: 3 clusters Score -680293.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -680522.750000 Penalty: 4456.656738
	Iteration 8Q: 3 clusters Score -680522.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -680670.250000 Penalty: 4456.656738
	Iteration 9Q: 3 clusters Score -680670.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -680764.000000 Penalty: 4456.656738
	Iteration 10Q: 3 clusters Score -680764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -680832.125000 Penalty: 4456.656738
	Iteration 11Q: 3 clusters Score -680832.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -680884.000000 Penalty: 4456.656738
	Iteration 12Q: 3 clusters Score -680884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -680923.062500 Penalty: 4456.656738
	Iteration 13Q: 3 clusters Score -680923.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -680949.187500 Penalty: 4456.656738
	Iteration 14Q: 3 clusters Score -680949.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -680970.625000 Penalty: 4456.656738
	Iteration 15Q: 3 clusters Score -680970.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -680984.375000 Penalty: 4456.656738
	Iteration 16Q: 3 clusters Score -680984.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -681001.875000 Penalty: 4456.656738
	Iteration 17Q: 3 clusters Score -681001.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -681019.812500 Penalty: 4456.656738
	Iteration 18Q: 3 clusters Score -681019.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -681038.875000 Penalty: 4456.656738
	Iteration 19Q: 3 clusters Score -681038.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -681051.562500 Penalty: 4456.656738
	Iteration 20F: 3 clusters Score -681051.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -681060.875000 Penalty: 4456.656738
	Iteration 21Q: 3 clusters Score -681060.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -681065.000000 Penalty: 4456.656738
	Iteration 22Q: 3 clusters Score -681065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -681069.000000 Penalty: 4456.656738
	Iteration 23Q: 3 clusters Score -681069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -681074.812500 Penalty: 4456.656738
	Iteration 24Q: 3 clusters Score -681074.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -681077.562500 Penalty: 4456.656738
	Iteration 25Q: 3 clusters Score -681077.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -681083.062500 Penalty: 4456.656738
	Iteration 26Q: 3 clusters Score -681083.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -681089.250000 Penalty: 4456.656738
	Iteration 27Q: 3 clusters Score -681089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -681096.437500 Penalty: 4456.656738
	Iteration 28Q: 3 clusters Score -681096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -681099.312500 Penalty: 4456.656738
	Iteration 29Q: 3 clusters Score -681099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -681103.687500 Penalty: 4456.656738
	Iteration 30Q: 3 clusters Score -681103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -681107.250000 Penalty: 4456.656738
	Iteration 31Q: 3 clusters Score -681107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -681109.500000 Penalty: 4456.656738
	Iteration 32Q: 3 clusters Score -681109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -681111.750000 Penalty: 4456.656738
	Iteration 33Q: 3 clusters Score -681111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -681114.125000 Penalty: 4456.656738
	Iteration 34Q: 3 clusters Score -681114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -681117.312500 Penalty: 4456.656738
	Iteration 35Q: 3 clusters Score -681117.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -681118.375000 Penalty: 4456.656738
	Iteration 36Q: 3 clusters Score -681118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -681117.062500 Penalty: 4456.656738
	Iteration 37Q: 3 clusters Score -681117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -681117.562500 Penalty: 4456.656738
	Iteration 38Q: 3 clusters Score -681117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -681118.437500 Penalty: 4456.656738
	Iteration 39Q: 3 clusters Score -681118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -681119.812500 Penalty: 4456.656738
	Iteration 40F: 3 clusters Score -681119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -681120.000000 Penalty: 4456.656738
	Iteration 41Q: 3 clusters Score -681120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -681121.125000 Penalty: 4456.656738
	Iteration 42Q: 3 clusters Score -681121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -681121.125000 Penalty: 4456.656738
	Iteration 43Q: 3 clusters Score -681121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -681121.875000 Penalty: 4456.656738
	Iteration 44Q: 3 clusters Score -681121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -681120.687500 Penalty: 4456.656738
	Iteration 45Q: 3 clusters Score -681120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -681120.687500 Penalty: 4456.656738
	Iteration 46F: 3 clusters Score -681120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Entering Unmasked Estep 
Score: -2084381.500000 Penalty: 2496.954834
	Iteration 0F: 2 clusters Score -2084382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2068089.125000 Penalty: 4993.909668
	Iteration 0F: 3 clusters Score -2068089 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2073613.875000 Penalty: 4993.909668
	Iteration 1F: 3 clusters Score -2073614 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2074066.250000 Penalty: 4993.909668
	Iteration 2F: 3 clusters Score -2074066 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2074454.000000 Penalty: 4993.909668
	Iteration 3Q: 3 clusters Score -2074454 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2074797.250000 Penalty: 4993.909668
	Iteration 4Q: 3 clusters Score -2074797 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2075129.750000 Penalty: 4993.909668
	Iteration 5Q: 3 clusters Score -2075130 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2075469.875000 Penalty: 4993.909668
	Iteration 6Q: 3 clusters Score -2075470 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2075859.125000 Penalty: 4993.909668
	Iteration 7Q: 3 clusters Score -2075859 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2076320.625000 Penalty: 4993.909668
	Iteration 8Q: 3 clusters Score -2076321 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2076892.500000 Penalty: 4993.909668
	Iteration 9Q: 3 clusters Score -2076892 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2077589.750000 Penalty: 4993.909668
	Iteration 10F: 3 clusters Score -2077590 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2078345.375000 Penalty: 4993.909668
	Iteration 11Q: 3 clusters Score -2078345 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2079172.875000 Penalty: 4993.909668
	Iteration 12Q: 3 clusters Score -2079173 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2080016.000000 Penalty: 4993.909668
	Iteration 13Q: 3 clusters Score -2080016 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2080757.750000 Penalty: 4993.909668
	Iteration 14Q: 3 clusters Score -2080758 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2081279.625000 Penalty: 4993.909668
	Iteration 15Q: 3 clusters Score -2081280 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2081614.250000 Penalty: 4993.909668
	Iteration 16Q: 3 clusters Score -2081614 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2081840.500000 Penalty: 4993.909668
	Iteration 17Q: 3 clusters Score -2081840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2081980.875000 Penalty: 4993.909668
	Iteration 18Q: 3 clusters Score -2081981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2082066.250000 Penalty: 4993.909668
	Iteration 19Q: 3 clusters Score -2082066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2082128.500000 Penalty: 4993.909668
	Iteration 20F: 3 clusters Score -2082128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2082166.875000 Penalty: 4993.909668
	Iteration 21Q: 3 clusters Score -2082167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2082189.500000 Penalty: 4993.909668
	Iteration 22Q: 3 clusters Score -2082190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2082209.375000 Penalty: 4993.909668
	Iteration 23Q: 3 clusters Score -2082209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2082228.750000 Penalty: 4993.909668
	Iteration 24Q: 3 clusters Score -2082229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2082235.125000 Penalty: 4993.909668
	Iteration 25Q: 3 clusters Score -2082235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2082235.000000 Penalty: 4993.909668
	Iteration 26Q: 3 clusters Score -2082235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2082244.625000 Penalty: 4993.909668
	Iteration 27Q: 3 clusters Score -2082245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2082253.625000 Penalty: 4993.909668
	Iteration 28Q: 3 clusters Score -2082254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2082259.375000 Penalty: 4993.909668
	Iteration 29Q: 3 clusters Score -2082259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2082271.500000 Penalty: 4993.909668
	Iteration 30Q: 3 clusters Score -2082272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2082285.000000 Penalty: 4993.909668
	Iteration 31Q: 3 clusters Score -2082285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2082291.750000 Penalty: 4993.909668
	Iteration 32Q: 3 clusters Score -2082292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2082292.250000 Penalty: 4993.909668
	Iteration 33Q: 3 clusters Score -2082292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2082300.625000 Penalty: 4993.909668
	Iteration 34Q: 3 clusters Score -2082301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2082303.000000 Penalty: 4993.909668
	Iteration 35Q: 3 clusters Score -2082303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2082306.500000 Penalty: 4993.909668
	Iteration 36Q: 3 clusters Score -2082306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2082307.000000 Penalty: 4993.909668
	Iteration 37Q: 3 clusters Score -2082307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2082306.750000 Penalty: 4993.909668
	Iteration 38Q: 3 clusters Score -2082307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2082307.125000 Penalty: 4993.909668
	Iteration 39Q: 3 clusters Score -2082307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2082306.625000 Penalty: 4993.909668
	Iteration 40F: 3 clusters Score -2082307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2082310.250000 Penalty: 4993.909668
	Iteration 41Q: 3 clusters Score -2082310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2082308.125000 Penalty: 4993.909668
	Iteration 42Q: 3 clusters Score -2082308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2082316.250000 Penalty: 4993.909668
	Iteration 43Q: 3 clusters Score -2082316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2082318.750000 Penalty: 4993.909668
	Iteration 44Q: 3 clusters Score -2082319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2082321.500000 Penalty: 4993.909668
	Iteration 45Q: 3 clusters Score -2082322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2082321.500000 Penalty: 4993.909668
	Iteration 46F: 3 clusters Score -2082322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (411218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411218 members 
Entering Unmasked Estep 
Score: -36337928.000000 Penalty: 3205.865967
	Iteration 0F: 2 clusters Score -3.633793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206085 members 
Mstep: Class 2 contains 205133 members 
Entering Unmasked Estep 
Score: -36061128.000000 Penalty: 6411.731934
	Iteration 0F: 3 clusters Score -3.606113e+07 nChanged 200011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216244 members 
Mstep: Class 2 contains 194974 members 
Entering Unmasked Estep 
Score: -36179860.000000 Penalty: 6411.731934
	Iteration 1F: 3 clusters Score -3.617986e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222408 members 
Mstep: Class 2 contains 188810 members 
Entering Unmasked Estep 
Score: -36181504.000000 Penalty: 6411.731934
	Iteration 2Q: 3 clusters Score -3.61815e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232290 members 
Mstep: Class 2 contains 178928 members 
Entering Unmasked Estep 
Score: -36184544.000000 Penalty: 6411.731934
	Iteration 3Q: 3 clusters Score -3.618454e+07 nChanged 15966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247854 members 
Mstep: Class 2 contains 163364 members 
Entering Unmasked Estep 
Score: -36190872.000000 Penalty: 6411.731934
	Iteration 4Q: 3 clusters Score -3.619087e+07 nChanged 23955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271769 members 
Mstep: Class 2 contains 139449 members 
Entering Unmasked Estep 
Score: -36204140.000000 Penalty: 6411.731934
	Iteration 5F: 3 clusters Score -3.620414e+07 nChanged 34392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306159 members 
Mstep: Class 2 contains 105059 members 
Entering Unmasked Estep 
Score: -36230076.000000 Penalty: 6411.731934
	Iteration 6F: 3 clusters Score -3.623008e+07 nChanged 41907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348066 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -36269992.000000 Penalty: 6411.731934
	Iteration 7F: 3 clusters Score -3.626999e+07 nChanged 37305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385371 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -36308928.000000 Penalty: 6411.731934
	Iteration 8F: 3 clusters Score -3.630893e+07 nChanged 19343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404714 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -36328828.000000 Penalty: 6411.731934
	Iteration 9Q: 3 clusters Score -3.632883e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410056 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -36333888.000000 Penalty: 6411.731934
	Iteration 10Q: 3 clusters Score -3.633389e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410940 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36334712.000000 Penalty: 6411.731934
	Iteration 11Q: 3 clusters Score -3.633471e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411037 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36334888.000000 Penalty: 6411.731934
	Iteration 12Q: 3 clusters Score -3.633489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411052 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36334940.000000 Penalty: 6411.731934
	Iteration 13Q: 3 clusters Score -3.633494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411054 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36334968.000000 Penalty: 6411.731934
	Iteration 14Q: 3 clusters Score -3.633497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411051 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36334988.000000 Penalty: 6411.731934
	Iteration 15Q: 3 clusters Score -3.633499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411051 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36334976.000000 Penalty: 6411.731934
	Iteration 16Q: 3 clusters Score -3.633498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411050 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36335020.000000 Penalty: 6411.731934
	Iteration 17Q: 3 clusters Score -3.633502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411051 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36335052.000000 Penalty: 6411.731934
	Iteration 18Q: 3 clusters Score -3.633505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411051 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36335080.000000 Penalty: 6411.731934
	Iteration 19Q: 3 clusters Score -3.633508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411052 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36335056.000000 Penalty: 6411.731934
	Iteration 20F: 3 clusters Score -3.633506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411051 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36335084.000000 Penalty: 6411.731934
	Iteration 21Q: 3 clusters Score -3.633508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411051 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36335084.000000 Penalty: 6411.731934
	Iteration 22F: 3 clusters Score -3.633508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Entering Unmasked Estep 
Score: -360663.093750 Penalty: 2081.686035
	Iteration 0F: 2 clusters Score -360663.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -356494.468750 Penalty: 4163.372070
	Iteration 0F: 3 clusters Score -356494.5 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -357531.156250 Penalty: 4163.372070
	Iteration 1F: 3 clusters Score -357531.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -357754.656250 Penalty: 4163.372070
	Iteration 2F: 3 clusters Score -357754.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -357893.343750 Penalty: 4163.372070
	Iteration 3F: 3 clusters Score -357893.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -358005.468750 Penalty: 4163.372070
	Iteration 4Q: 3 clusters Score -358005.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -358082.312500 Penalty: 4163.372070
	Iteration 5Q: 3 clusters Score -358082.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -358134.937500 Penalty: 4163.372070
	Iteration 6Q: 3 clusters Score -358134.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -358184.062500 Penalty: 4163.372070
	Iteration 7Q: 3 clusters Score -358184.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -358231.562500 Penalty: 4163.372070
	Iteration 8Q: 3 clusters Score -358231.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -358273.718750 Penalty: 4163.372070
	Iteration 9Q: 3 clusters Score -358273.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -358318.875000 Penalty: 4163.372070
	Iteration 10Q: 3 clusters Score -358318.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -358356.781250 Penalty: 4163.372070
	Iteration 11Q: 3 clusters Score -358356.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -358387.218750 Penalty: 4163.372070
	Iteration 12Q: 3 clusters Score -358387.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -358421.156250 Penalty: 4163.372070
	Iteration 13Q: 3 clusters Score -358421.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -358461.031250 Penalty: 4163.372070
	Iteration 14Q: 3 clusters Score -358461 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -358504.000000 Penalty: 4163.372070
	Iteration 15Q: 3 clusters Score -358504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -358546.062500 Penalty: 4163.372070
	Iteration 16Q: 3 clusters Score -358546.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -358585.593750 Penalty: 4163.372070
	Iteration 17Q: 3 clusters Score -358585.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -358630.500000 Penalty: 4163.372070
	Iteration 18Q: 3 clusters Score -358630.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -358689.906250 Penalty: 4163.372070
	Iteration 19Q: 3 clusters Score -358689.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -358744.375000 Penalty: 4163.372070
	Iteration 20F: 3 clusters Score -358744.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -358795.031250 Penalty: 4163.372070
	Iteration 21Q: 3 clusters Score -358795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -358839.625000 Penalty: 4163.372070
	Iteration 22Q: 3 clusters Score -358839.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -358882.093750 Penalty: 4163.372070
	Iteration 23Q: 3 clusters Score -358882.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -358919.187500 Penalty: 4163.372070
	Iteration 24Q: 3 clusters Score -358919.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -358957.718750 Penalty: 4163.372070
	Iteration 25Q: 3 clusters Score -358957.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -358998.375000 Penalty: 4163.372070
	Iteration 26Q: 3 clusters Score -358998.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -359029.031250 Penalty: 4163.372070
	Iteration 27Q: 3 clusters Score -359029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -359053.312500 Penalty: 4163.372070
	Iteration 28Q: 3 clusters Score -359053.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -359075.968750 Penalty: 4163.372070
	Iteration 29Q: 3 clusters Score -359076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -359093.937500 Penalty: 4163.372070
	Iteration 30Q: 3 clusters Score -359093.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -359108.406250 Penalty: 4163.372070
	Iteration 31Q: 3 clusters Score -359108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -359119.062500 Penalty: 4163.372070
	Iteration 32Q: 3 clusters Score -359119.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -359138.156250 Penalty: 4163.372070
	Iteration 33Q: 3 clusters Score -359138.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -359149.812500 Penalty: 4163.372070
	Iteration 34Q: 3 clusters Score -359149.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -359158.812500 Penalty: 4163.372070
	Iteration 35Q: 3 clusters Score -359158.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -359166.593750 Penalty: 4163.372070
	Iteration 36Q: 3 clusters Score -359166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -359170.187500 Penalty: 4163.372070
	Iteration 37Q: 3 clusters Score -359170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -359172.093750 Penalty: 4163.372070
	Iteration 38Q: 3 clusters Score -359172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -359175.062500 Penalty: 4163.372070
	Iteration 39Q: 3 clusters Score -359175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -359176.093750 Penalty: 4163.372070
	Iteration 40F: 3 clusters Score -359176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -359176.156250 Penalty: 4163.372070
	Iteration 41Q: 3 clusters Score -359176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -359177.156250 Penalty: 4163.372070
	Iteration 42Q: 3 clusters Score -359177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -359177.406250 Penalty: 4163.372070
	Iteration 43Q: 3 clusters Score -359177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -359177.406250 Penalty: 4163.372070
	Iteration 44F: 3 clusters Score -359177.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Entering Unmasked Estep 
Score: -1522246.750000 Penalty: 2425.234375
	Iteration 0F: 2 clusters Score -1522247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1509734.750000 Penalty: 4850.468750
	Iteration 0F: 3 clusters Score -1509735 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1513788.125000 Penalty: 4850.468750
	Iteration 1F: 3 clusters Score -1513788 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1514240.625000 Penalty: 4850.468750
	Iteration 2F: 3 clusters Score -1514241 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1514619.500000 Penalty: 4850.468750
	Iteration 3F: 3 clusters Score -1514620 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1514937.000000 Penalty: 4850.468750
	Iteration 4Q: 3 clusters Score -1514937 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1515251.125000 Penalty: 4850.468750
	Iteration 5Q: 3 clusters Score -1515251 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1515553.125000 Penalty: 4850.468750
	Iteration 6Q: 3 clusters Score -1515553 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1515905.875000 Penalty: 4850.468750
	Iteration 7Q: 3 clusters Score -1515906 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1516390.625000 Penalty: 4850.468750
	Iteration 8Q: 3 clusters Score -1516391 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1516923.750000 Penalty: 4850.468750
	Iteration 9Q: 3 clusters Score -1516924 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1517602.875000 Penalty: 4850.468750
	Iteration 10Q: 3 clusters Score -1517603 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1518339.875000 Penalty: 4850.468750
	Iteration 11Q: 3 clusters Score -1518340 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1519070.375000 Penalty: 4850.468750
	Iteration 12Q: 3 clusters Score -1519070 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1519721.125000 Penalty: 4850.468750
	Iteration 13Q: 3 clusters Score -1519721 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1520120.875000 Penalty: 4850.468750
	Iteration 14Q: 3 clusters Score -1520121 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1520336.250000 Penalty: 4850.468750
	Iteration 15Q: 3 clusters Score -1520336 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1520493.000000 Penalty: 4850.468750
	Iteration 16Q: 3 clusters Score -1520493 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1520610.750000 Penalty: 4850.468750
	Iteration 17Q: 3 clusters Score -1520611 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1520734.625000 Penalty: 4850.468750
	Iteration 18Q: 3 clusters Score -1520735 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1520840.750000 Penalty: 4850.468750
	Iteration 19Q: 3 clusters Score -1520841 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1520954.250000 Penalty: 4850.468750
	Iteration 20F: 3 clusters Score -1520954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1521055.000000 Penalty: 4850.468750
	Iteration 21Q: 3 clusters Score -1521055 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1521131.375000 Penalty: 4850.468750
	Iteration 22Q: 3 clusters Score -1521131 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1521196.125000 Penalty: 4850.468750
	Iteration 23Q: 3 clusters Score -1521196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1521275.625000 Penalty: 4850.468750
	Iteration 24Q: 3 clusters Score -1521276 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1521342.500000 Penalty: 4850.468750
	Iteration 25Q: 3 clusters Score -1521342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1521394.750000 Penalty: 4850.468750
	Iteration 26Q: 3 clusters Score -1521395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1521433.125000 Penalty: 4850.468750
	Iteration 27Q: 3 clusters Score -1521433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1521458.625000 Penalty: 4850.468750
	Iteration 28Q: 3 clusters Score -1521459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1521468.375000 Penalty: 4850.468750
	Iteration 29Q: 3 clusters Score -1521468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1521476.625000 Penalty: 4850.468750
	Iteration 30Q: 3 clusters Score -1521477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1521479.750000 Penalty: 4850.468750
	Iteration 31Q: 3 clusters Score -1521480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1521488.500000 Penalty: 4850.468750
	Iteration 32Q: 3 clusters Score -1521488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1521498.875000 Penalty: 4850.468750
	Iteration 33Q: 3 clusters Score -1521499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1521502.625000 Penalty: 4850.468750
	Iteration 34Q: 3 clusters Score -1521503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1521501.750000 Penalty: 4850.468750
	Iteration 35Q: 3 clusters Score -1521502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1521506.375000 Penalty: 4850.468750
	Iteration 36Q: 3 clusters Score -1521506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1521508.375000 Penalty: 4850.468750
	Iteration 37Q: 3 clusters Score -1521508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1521510.375000 Penalty: 4850.468750
	Iteration 38Q: 3 clusters Score -1521510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1521508.875000 Penalty: 4850.468750
	Iteration 39Q: 3 clusters Score -1521509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1521511.375000 Penalty: 4850.468750
	Iteration 40F: 3 clusters Score -1521511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1521512.125000 Penalty: 4850.468750
	Iteration 41Q: 3 clusters Score -1521512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1521511.250000 Penalty: 4850.468750
	Iteration 42Q: 3 clusters Score -1521511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1521510.375000 Penalty: 4850.468750
	Iteration 43Q: 3 clusters Score -1521510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1521511.375000 Penalty: 4850.468750
	Iteration 44Q: 3 clusters Score -1521511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1521512.625000 Penalty: 4850.468750
	Iteration 45Q: 3 clusters Score -1521513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1521513.125000 Penalty: 4850.468750
	Iteration 46Q: 3 clusters Score -1521513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1521514.750000 Penalty: 4850.468750
	Iteration 47Q: 3 clusters Score -1521515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1521514.125000 Penalty: 4850.468750
	Iteration 48Q: 3 clusters Score -1521514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1521515.375000 Penalty: 4850.468750
	Iteration 49Q: 3 clusters Score -1521515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1521515.125000 Penalty: 4850.468750
	Iteration 50Q: 3 clusters Score -1521515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1521516.375000 Penalty: 4850.468750
	Iteration 51Q: 3 clusters Score -1521516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1521515.500000 Penalty: 4850.468750
	Iteration 52Q: 3 clusters Score -1521516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1521511.875000 Penalty: 4850.468750
	Iteration 53Q: 3 clusters Score -1521512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1521515.750000 Penalty: 4850.468750
	Iteration 54Q: 3 clusters Score -1521516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1521518.000000 Penalty: 4850.468750
	Iteration 55Q: 3 clusters Score -1521518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1521516.750000 Penalty: 4850.468750
	Iteration 56Q: 3 clusters Score -1521517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1521518.500000 Penalty: 4850.468750
	Iteration 57Q: 3 clusters Score -1521518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1521519.625000 Penalty: 4850.468750
	Iteration 58Q: 3 clusters Score -1521520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1521519.625000 Penalty: 4850.468750
	Iteration 59F: 3 clusters Score -1521520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Entering Unmasked Estep 
Score: -926492.875000 Penalty: 2320.630127
	Iteration 0F: 2 clusters Score -926492.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -917841.750000 Penalty: 4641.260254
	Iteration 0F: 3 clusters Score -917841.8 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -920608.937500 Penalty: 4641.260254
	Iteration 1F: 3 clusters Score -920608.9 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -921191.875000 Penalty: 4641.260254
	Iteration 2F: 3 clusters Score -921191.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -921688.625000 Penalty: 4641.260254
	Iteration 3F: 3 clusters Score -921688.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -922184.812500 Penalty: 4641.260254
	Iteration 4F: 3 clusters Score -922184.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -922688.625000 Penalty: 4641.260254
	Iteration 5F: 3 clusters Score -922688.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -923218.437500 Penalty: 4641.260254
	Iteration 6F: 3 clusters Score -923218.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -923659.500000 Penalty: 4641.260254
	Iteration 7F: 3 clusters Score -923659.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -924067.000000 Penalty: 4641.260254
	Iteration 8Q: 3 clusters Score -924067 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -924416.562500 Penalty: 4641.260254
	Iteration 9Q: 3 clusters Score -924416.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -924716.500000 Penalty: 4641.260254
	Iteration 10Q: 3 clusters Score -924716.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -924940.375000 Penalty: 4641.260254
	Iteration 11Q: 3 clusters Score -924940.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -925103.375000 Penalty: 4641.260254
	Iteration 12Q: 3 clusters Score -925103.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -925223.437500 Penalty: 4641.260254
	Iteration 13Q: 3 clusters Score -925223.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -925341.500000 Penalty: 4641.260254
	Iteration 14Q: 3 clusters Score -925341.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -925458.312500 Penalty: 4641.260254
	Iteration 15Q: 3 clusters Score -925458.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -925575.812500 Penalty: 4641.260254
	Iteration 16Q: 3 clusters Score -925575.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -925665.750000 Penalty: 4641.260254
	Iteration 17Q: 3 clusters Score -925665.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -925724.312500 Penalty: 4641.260254
	Iteration 18Q: 3 clusters Score -925724.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -925767.812500 Penalty: 4641.260254
	Iteration 19Q: 3 clusters Score -925767.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -925799.875000 Penalty: 4641.260254
	Iteration 20F: 3 clusters Score -925799.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -925819.375000 Penalty: 4641.260254
	Iteration 21Q: 3 clusters Score -925819.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -925839.250000 Penalty: 4641.260254
	Iteration 22Q: 3 clusters Score -925839.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -925847.875000 Penalty: 4641.260254
	Iteration 23Q: 3 clusters Score -925847.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -925855.812500 Penalty: 4641.260254
	Iteration 24Q: 3 clusters Score -925855.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -925863.000000 Penalty: 4641.260254
	Iteration 25Q: 3 clusters Score -925863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -925866.437500 Penalty: 4641.260254
	Iteration 26Q: 3 clusters Score -925866.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -925875.125000 Penalty: 4641.260254
	Iteration 27Q: 3 clusters Score -925875.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -925877.750000 Penalty: 4641.260254
	Iteration 28Q: 3 clusters Score -925877.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -925880.562500 Penalty: 4641.260254
	Iteration 29Q: 3 clusters Score -925880.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -925882.312500 Penalty: 4641.260254
	Iteration 30Q: 3 clusters Score -925882.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -925883.937500 Penalty: 4641.260254
	Iteration 31Q: 3 clusters Score -925883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -925885.687500 Penalty: 4641.260254
	Iteration 32Q: 3 clusters Score -925885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -925885.312500 Penalty: 4641.260254
	Iteration 33Q: 3 clusters Score -925885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -925889.750000 Penalty: 4641.260254
	Iteration 34Q: 3 clusters Score -925889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -925890.500000 Penalty: 4641.260254
	Iteration 35Q: 3 clusters Score -925890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -925890.125000 Penalty: 4641.260254
	Iteration 36Q: 3 clusters Score -925890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -925889.937500 Penalty: 4641.260254
	Iteration 37Q: 3 clusters Score -925889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -925891.812500 Penalty: 4641.260254
	Iteration 38Q: 3 clusters Score -925891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -925891.125000 Penalty: 4641.260254
	Iteration 39Q: 3 clusters Score -925891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -925891.062500 Penalty: 4641.260254
	Iteration 40F: 3 clusters Score -925891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -925888.875000 Penalty: 4641.260254
	Iteration 41Q: 3 clusters Score -925888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -925889.062500 Penalty: 4641.260254
	Iteration 42Q: 3 clusters Score -925889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -925890.437500 Penalty: 4641.260254
	Iteration 43Q: 3 clusters Score -925890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -925890.437500 Penalty: 4641.260254
	Iteration 44F: 3 clusters Score -925890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Entering Unmasked Estep 
Score: -2496232.250000 Penalty: 2548.315430
	Iteration 0F: 2 clusters Score -2496232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2476300.250000 Penalty: 5096.630859
	Iteration 0F: 3 clusters Score -2476300 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2483365.250000 Penalty: 5096.630859
	Iteration 1F: 3 clusters Score -2483365 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2483925.250000 Penalty: 5096.630859
	Iteration 2F: 3 clusters Score -2483925 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2484544.250000 Penalty: 5096.630859
	Iteration 3Q: 3 clusters Score -2484544 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2485295.250000 Penalty: 5096.630859
	Iteration 4F: 3 clusters Score -2485295 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2486250.750000 Penalty: 5096.630859
	Iteration 5F: 3 clusters Score -2486251 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2487276.000000 Penalty: 5096.630859
	Iteration 6F: 3 clusters Score -2487276 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2488368.750000 Penalty: 5096.630859
	Iteration 7F: 3 clusters Score -2488369 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2489532.250000 Penalty: 5096.630859
	Iteration 8F: 3 clusters Score -2489532 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2490703.500000 Penalty: 5096.630859
	Iteration 9F: 3 clusters Score -2490704 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2491662.500000 Penalty: 5096.630859
	Iteration 10Q: 3 clusters Score -2491662 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2492261.250000 Penalty: 5096.630859
	Iteration 11Q: 3 clusters Score -2492261 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2492529.250000 Penalty: 5096.630859
	Iteration 12Q: 3 clusters Score -2492529 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2492668.500000 Penalty: 5096.630859
	Iteration 13Q: 3 clusters Score -2492668 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2492750.250000 Penalty: 5096.630859
	Iteration 14Q: 3 clusters Score -2492750 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2492807.250000 Penalty: 5096.630859
	Iteration 15Q: 3 clusters Score -2492807 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2492865.750000 Penalty: 5096.630859
	Iteration 16Q: 3 clusters Score -2492866 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2492912.750000 Penalty: 5096.630859
	Iteration 17Q: 3 clusters Score -2492913 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2492947.750000 Penalty: 5096.630859
	Iteration 18Q: 3 clusters Score -2492948 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2492971.500000 Penalty: 5096.630859
	Iteration 19Q: 3 clusters Score -2492972 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2492996.750000 Penalty: 5096.630859
	Iteration 20F: 3 clusters Score -2492997 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2493022.250000 Penalty: 5096.630859
	Iteration 21Q: 3 clusters Score -2493022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2493047.750000 Penalty: 5096.630859
	Iteration 22Q: 3 clusters Score -2493048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2493059.000000 Penalty: 5096.630859
	Iteration 23Q: 3 clusters Score -2493059 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2493080.750000 Penalty: 5096.630859
	Iteration 24Q: 3 clusters Score -2493081 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2493087.000000 Penalty: 5096.630859
	Iteration 25Q: 3 clusters Score -2493087 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2493099.750000 Penalty: 5096.630859
	Iteration 26Q: 3 clusters Score -2493100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2493101.250000 Penalty: 5096.630859
	Iteration 27Q: 3 clusters Score -2493101 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2493102.000000 Penalty: 5096.630859
	Iteration 28Q: 3 clusters Score -2493102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2493119.500000 Penalty: 5096.630859
	Iteration 29Q: 3 clusters Score -2493120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2493119.250000 Penalty: 5096.630859
	Iteration 30Q: 3 clusters Score -2493119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2493118.250000 Penalty: 5096.630859
	Iteration 31Q: 3 clusters Score -2493118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2493121.000000 Penalty: 5096.630859
	Iteration 32Q: 3 clusters Score -2493121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2493132.000000 Penalty: 5096.630859
	Iteration 33Q: 3 clusters Score -2493132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2493138.000000 Penalty: 5096.630859
	Iteration 34Q: 3 clusters Score -2493138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2493133.750000 Penalty: 5096.630859
	Iteration 35Q: 3 clusters Score -2493134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2493134.000000 Penalty: 5096.630859
	Iteration 36Q: 3 clusters Score -2493134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2493129.000000 Penalty: 5096.630859
	Iteration 37Q: 3 clusters Score -2493129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2493136.250000 Penalty: 5096.630859
	Iteration 38Q: 3 clusters Score -2493136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2493143.250000 Penalty: 5096.630859
	Iteration 39Q: 3 clusters Score -2493143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2493140.500000 Penalty: 5096.630859
	Iteration 40F: 3 clusters Score -2493140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2493143.750000 Penalty: 5096.630859
	Iteration 41Q: 3 clusters Score -2493144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2493144.250000 Penalty: 5096.630859
	Iteration 42Q: 3 clusters Score -2493144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2493143.250000 Penalty: 5096.630859
	Iteration 43Q: 3 clusters Score -2493143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2493142.250000 Penalty: 5096.630859
	Iteration 44Q: 3 clusters Score -2493142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2493149.750000 Penalty: 5096.630859
	Iteration 45Q: 3 clusters Score -2493150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2493149.250000 Penalty: 5096.630859
	Iteration 46Q: 3 clusters Score -2493149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2493148.000000 Penalty: 5096.630859
	Iteration 47Q: 3 clusters Score -2493148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2493150.750000 Penalty: 5096.630859
	Iteration 48Q: 3 clusters Score -2493151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2493148.000000 Penalty: 5096.630859
	Iteration 49Q: 3 clusters Score -2493148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2493152.250000 Penalty: 5096.630859
	Iteration 50Q: 3 clusters Score -2493152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2493152.250000 Penalty: 5096.630859
	Iteration 51Q: 3 clusters Score -2493152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2493152.000000 Penalty: 5096.630859
	Iteration 52Q: 3 clusters Score -2493152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2493149.500000 Penalty: 5096.630859
	Iteration 53Q: 3 clusters Score -2493150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2493149.750000 Penalty: 5096.630859
	Iteration 54Q: 3 clusters Score -2493150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2493153.750000 Penalty: 5096.630859
	Iteration 55Q: 3 clusters Score -2493154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2493154.500000 Penalty: 5096.630859
	Iteration 56Q: 3 clusters Score -2493154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2493152.500000 Penalty: 5096.630859
	Iteration 57Q: 3 clusters Score -2493152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2493152.250000 Penalty: 5096.630859
	Iteration 58Q: 3 clusters Score -2493152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2493153.500000 Penalty: 5096.630859
	Iteration 59Q: 3 clusters Score -2493154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2493155.750000 Penalty: 5096.630859
	Iteration 60F: 3 clusters Score -2493156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2493153.250000 Penalty: 5096.630859
	Iteration 61Q: 3 clusters Score -2493153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2493154.500000 Penalty: 5096.630859
	Iteration 62Q: 3 clusters Score -2493154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2493157.250000 Penalty: 5096.630859
	Iteration 63Q: 3 clusters Score -2493157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2493154.000000 Penalty: 5096.630859
	Iteration 64Q: 3 clusters Score -2493154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2493151.750000 Penalty: 5096.630859
	Iteration 65Q: 3 clusters Score -2493152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2493151.750000 Penalty: 5096.630859
	Iteration 66F: 3 clusters Score -2493152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Entering Unmasked Estep 
Score: -665000.562500 Penalty: 2218.345459
	Iteration 0F: 2 clusters Score -665000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -658828.687500 Penalty: 4436.690918
	Iteration 0F: 3 clusters Score -658828.7 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -660533.062500 Penalty: 4436.690918
	Iteration 1F: 3 clusters Score -660533.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -660828.437500 Penalty: 4436.690918
	Iteration 2F: 3 clusters Score -660828.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -661028.062500 Penalty: 4436.690918
	Iteration 3F: 3 clusters Score -661028.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -661178.000000 Penalty: 4436.690918
	Iteration 4Q: 3 clusters Score -661178 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -661335.750000 Penalty: 4436.690918
	Iteration 5Q: 3 clusters Score -661335.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -661508.812500 Penalty: 4436.690918
	Iteration 6Q: 3 clusters Score -661508.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -661680.750000 Penalty: 4436.690918
	Iteration 7Q: 3 clusters Score -661680.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -661851.000000 Penalty: 4436.690918
	Iteration 8Q: 3 clusters Score -661851 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -661997.000000 Penalty: 4436.690918
	Iteration 9Q: 3 clusters Score -661997 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -662119.437500 Penalty: 4436.690918
	Iteration 10Q: 3 clusters Score -662119.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -662227.562500 Penalty: 4436.690918
	Iteration 11Q: 3 clusters Score -662227.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -662320.312500 Penalty: 4436.690918
	Iteration 12Q: 3 clusters Score -662320.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -662400.187500 Penalty: 4436.690918
	Iteration 13Q: 3 clusters Score -662400.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -662461.687500 Penalty: 4436.690918
	Iteration 14Q: 3 clusters Score -662461.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -662510.937500 Penalty: 4436.690918
	Iteration 15Q: 3 clusters Score -662510.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -662559.625000 Penalty: 4436.690918
	Iteration 16Q: 3 clusters Score -662559.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -662594.625000 Penalty: 4436.690918
	Iteration 17Q: 3 clusters Score -662594.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -662624.125000 Penalty: 4436.690918
	Iteration 18Q: 3 clusters Score -662624.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -662651.875000 Penalty: 4436.690918
	Iteration 19Q: 3 clusters Score -662651.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -662679.812500 Penalty: 4436.690918
	Iteration 20F: 3 clusters Score -662679.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -662699.750000 Penalty: 4436.690918
	Iteration 21Q: 3 clusters Score -662699.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -662719.312500 Penalty: 4436.690918
	Iteration 22Q: 3 clusters Score -662719.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -662735.500000 Penalty: 4436.690918
	Iteration 23Q: 3 clusters Score -662735.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -662750.500000 Penalty: 4436.690918
	Iteration 24Q: 3 clusters Score -662750.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -662769.687500 Penalty: 4436.690918
	Iteration 25Q: 3 clusters Score -662769.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -662785.437500 Penalty: 4436.690918
	Iteration 26Q: 3 clusters Score -662785.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -662798.875000 Penalty: 4436.690918
	Iteration 27Q: 3 clusters Score -662798.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -662811.812500 Penalty: 4436.690918
	Iteration 28Q: 3 clusters Score -662811.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -662821.312500 Penalty: 4436.690918
	Iteration 29Q: 3 clusters Score -662821.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -662831.187500 Penalty: 4436.690918
	Iteration 30Q: 3 clusters Score -662831.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -662838.687500 Penalty: 4436.690918
	Iteration 31Q: 3 clusters Score -662838.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -662846.062500 Penalty: 4436.690918
	Iteration 32Q: 3 clusters Score -662846.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -662853.687500 Penalty: 4436.690918
	Iteration 33Q: 3 clusters Score -662853.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -662857.625000 Penalty: 4436.690918
	Iteration 34Q: 3 clusters Score -662857.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -662861.812500 Penalty: 4436.690918
	Iteration 35Q: 3 clusters Score -662861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -662865.437500 Penalty: 4436.690918
	Iteration 36Q: 3 clusters Score -662865.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -662866.062500 Penalty: 4436.690918
	Iteration 37Q: 3 clusters Score -662866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -662868.375000 Penalty: 4436.690918
	Iteration 38Q: 3 clusters Score -662868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -662867.562500 Penalty: 4436.690918
	Iteration 39Q: 3 clusters Score -662867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -662869.875000 Penalty: 4436.690918
	Iteration 40F: 3 clusters Score -662869.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -662871.000000 Penalty: 4436.690918
	Iteration 41Q: 3 clusters Score -662871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -662871.312500 Penalty: 4436.690918
	Iteration 42Q: 3 clusters Score -662871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -662872.750000 Penalty: 4436.690918
	Iteration 43Q: 3 clusters Score -662872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -662874.562500 Penalty: 4436.690918
	Iteration 44Q: 3 clusters Score -662874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -662874.312500 Penalty: 4436.690918
	Iteration 45Q: 3 clusters Score -662874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -662875.812500 Penalty: 4436.690918
	Iteration 46Q: 3 clusters Score -662875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -662875.437500 Penalty: 4436.690918
	Iteration 47Q: 3 clusters Score -662875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -662876.812500 Penalty: 4436.690918
	Iteration 48Q: 3 clusters Score -662876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -662879.187500 Penalty: 4436.690918
	Iteration 49Q: 3 clusters Score -662879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -662878.812500 Penalty: 4436.690918
	Iteration 50Q: 3 clusters Score -662878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -662879.187500 Penalty: 4436.690918
	Iteration 51Q: 3 clusters Score -662879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -662879.937500 Penalty: 4436.690918
	Iteration 52Q: 3 clusters Score -662879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -662881.625000 Penalty: 4436.690918
	Iteration 53Q: 3 clusters Score -662881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -662882.875000 Penalty: 4436.690918
	Iteration 54Q: 3 clusters Score -662882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -662885.187500 Penalty: 4436.690918
	Iteration 55Q: 3 clusters Score -662885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -662885.312500 Penalty: 4436.690918
	Iteration 56Q: 3 clusters Score -662885.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -662885.312500 Penalty: 4436.690918
	Iteration 57F: 3 clusters Score -662885.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Entering Unmasked Estep 
Score: -2497852.000000 Penalty: 2548.221191
	Iteration 0F: 2 clusters Score -2497852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2478035.250000 Penalty: 5096.442383
	Iteration 0F: 3 clusters Score -2478035 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2485004.500000 Penalty: 5096.442383
	Iteration 1F: 3 clusters Score -2485004 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2485652.500000 Penalty: 5096.442383
	Iteration 2F: 3 clusters Score -2485652 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2486379.500000 Penalty: 5096.442383
	Iteration 3F: 3 clusters Score -2486380 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2487208.250000 Penalty: 5096.442383
	Iteration 4F: 3 clusters Score -2487208 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2488206.750000 Penalty: 5096.442383
	Iteration 5F: 3 clusters Score -2488207 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2489273.500000 Penalty: 5096.442383
	Iteration 6F: 3 clusters Score -2489274 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2490355.250000 Penalty: 5096.442383
	Iteration 7F: 3 clusters Score -2490355 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2491331.750000 Penalty: 5096.442383
	Iteration 8F: 3 clusters Score -2491332 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2492189.750000 Penalty: 5096.442383
	Iteration 9F: 3 clusters Score -2492190 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2492821.250000 Penalty: 5096.442383
	Iteration 10Q: 3 clusters Score -2492821 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2493179.000000 Penalty: 5096.442383
	Iteration 11Q: 3 clusters Score -2493179 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2493439.250000 Penalty: 5096.442383
	Iteration 12Q: 3 clusters Score -2493439 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2493640.250000 Penalty: 5096.442383
	Iteration 13Q: 3 clusters Score -2493640 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2493801.500000 Penalty: 5096.442383
	Iteration 14Q: 3 clusters Score -2493802 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2493945.500000 Penalty: 5096.442383
	Iteration 15Q: 3 clusters Score -2493946 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2494097.250000 Penalty: 5096.442383
	Iteration 16Q: 3 clusters Score -2494097 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2494229.000000 Penalty: 5096.442383
	Iteration 17Q: 3 clusters Score -2494229 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2494375.250000 Penalty: 5096.442383
	Iteration 18Q: 3 clusters Score -2494375 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2494478.750000 Penalty: 5096.442383
	Iteration 19Q: 3 clusters Score -2494479 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2494576.250000 Penalty: 5096.442383
	Iteration 20F: 3 clusters Score -2494576 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2494660.500000 Penalty: 5096.442383
	Iteration 21Q: 3 clusters Score -2494660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2494746.500000 Penalty: 5096.442383
	Iteration 22Q: 3 clusters Score -2494746 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2494832.500000 Penalty: 5096.442383
	Iteration 23Q: 3 clusters Score -2494832 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2494903.000000 Penalty: 5096.442383
	Iteration 24Q: 3 clusters Score -2494903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2494964.000000 Penalty: 5096.442383
	Iteration 25Q: 3 clusters Score -2494964 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2495049.250000 Penalty: 5096.442383
	Iteration 26Q: 3 clusters Score -2495049 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2495131.000000 Penalty: 5096.442383
	Iteration 27Q: 3 clusters Score -2495131 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2495259.000000 Penalty: 5096.442383
	Iteration 28Q: 3 clusters Score -2495259 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2495381.500000 Penalty: 5096.442383
	Iteration 29Q: 3 clusters Score -2495382 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2495573.500000 Penalty: 5096.442383
	Iteration 30Q: 3 clusters Score -2495574 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2495799.750000 Penalty: 5096.442383
	Iteration 31Q: 3 clusters Score -2495800 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2496043.750000 Penalty: 5096.442383
	Iteration 32Q: 3 clusters Score -2496044 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2496339.500000 Penalty: 5096.442383
	Iteration 33Q: 3 clusters Score -2496340 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2496597.750000 Penalty: 5096.442383
	Iteration 34Q: 3 clusters Score -2496598 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2496793.000000 Penalty: 5096.442383
	Iteration 35Q: 3 clusters Score -2496793 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2496922.000000 Penalty: 5096.442383
	Iteration 36Q: 3 clusters Score -2496922 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2496990.750000 Penalty: 5096.442383
	Iteration 37Q: 3 clusters Score -2496991 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2497038.500000 Penalty: 5096.442383
	Iteration 38Q: 3 clusters Score -2497038 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2497065.750000 Penalty: 5096.442383
	Iteration 39Q: 3 clusters Score -2497066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2497097.000000 Penalty: 5096.442383
	Iteration 40F: 3 clusters Score -2497097 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2497120.000000 Penalty: 5096.442383
	Iteration 41Q: 3 clusters Score -2497120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2497126.250000 Penalty: 5096.442383
	Iteration 42Q: 3 clusters Score -2497126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2497137.750000 Penalty: 5096.442383
	Iteration 43Q: 3 clusters Score -2497138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2497144.000000 Penalty: 5096.442383
	Iteration 44Q: 3 clusters Score -2497144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2497151.000000 Penalty: 5096.442383
	Iteration 45Q: 3 clusters Score -2497151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2497147.250000 Penalty: 5096.442383
	Iteration 46Q: 3 clusters Score -2497147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2497146.000000 Penalty: 5096.442383
	Iteration 47Q: 3 clusters Score -2497146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2497149.000000 Penalty: 5096.442383
	Iteration 48Q: 3 clusters Score -2497149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2497148.750000 Penalty: 5096.442383
	Iteration 49Q: 3 clusters Score -2497149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2497151.750000 Penalty: 5096.442383
	Iteration 50Q: 3 clusters Score -2497152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2497148.000000 Penalty: 5096.442383
	Iteration 51Q: 3 clusters Score -2497148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2497148.000000 Penalty: 5096.442383
	Iteration 52Q: 3 clusters Score -2497148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2497147.000000 Penalty: 5096.442383
	Iteration 53Q: 3 clusters Score -2497147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2497147.000000 Penalty: 5096.442383
	Iteration 54F: 3 clusters Score -2497147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -72011.968750 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -72011.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70197.453125 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -70197.45 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70599.375000 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -70599.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70809.132812 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -70809.13 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70968.406250 Penalty: 3372.331787
	Iteration 3F: 3 clusters Score -70968.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71186.070312 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -71186.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71384.257812 Penalty: 3372.331787
	Iteration 5F: 3 clusters Score -71384.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71511.203125 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -71511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71600.476562 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -71600.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71650.203125 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -71650.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71680.054688 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -71680.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71715.492188 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -71715.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71731.351562 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -71731.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71731.351562 Penalty: 3372.331787
	Iteration 12F: 3 clusters Score -71731.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Entering Unmasked Estep 
Score: -1184345.000000 Penalty: 2368.811035
	Iteration 0F: 2 clusters Score -1184345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1174120.875000 Penalty: 4737.622070
	Iteration 0F: 3 clusters Score -1174121 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1177281.500000 Penalty: 4737.622070
	Iteration 1F: 3 clusters Score -1177282 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1177667.125000 Penalty: 4737.622070
	Iteration 2F: 3 clusters Score -1177667 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1177974.000000 Penalty: 4737.622070
	Iteration 3F: 3 clusters Score -1177974 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1178236.375000 Penalty: 4737.622070
	Iteration 4Q: 3 clusters Score -1178236 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1178492.125000 Penalty: 4737.622070
	Iteration 5Q: 3 clusters Score -1178492 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1178822.375000 Penalty: 4737.622070
	Iteration 6Q: 3 clusters Score -1178822 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1179232.750000 Penalty: 4737.622070
	Iteration 7Q: 3 clusters Score -1179233 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1179687.250000 Penalty: 4737.622070
	Iteration 8Q: 3 clusters Score -1179687 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1180149.500000 Penalty: 4737.622070
	Iteration 9F: 3 clusters Score -1180150 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1180589.750000 Penalty: 4737.622070
	Iteration 10Q: 3 clusters Score -1180590 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1180930.875000 Penalty: 4737.622070
	Iteration 11Q: 3 clusters Score -1180931 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1181216.625000 Penalty: 4737.622070
	Iteration 12Q: 3 clusters Score -1181217 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1181459.375000 Penalty: 4737.622070
	Iteration 13Q: 3 clusters Score -1181459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1181628.875000 Penalty: 4737.622070
	Iteration 14Q: 3 clusters Score -1181629 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1181737.375000 Penalty: 4737.622070
	Iteration 15Q: 3 clusters Score -1181737 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1181799.125000 Penalty: 4737.622070
	Iteration 16Q: 3 clusters Score -1181799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1181831.500000 Penalty: 4737.622070
	Iteration 17Q: 3 clusters Score -1181832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1181853.250000 Penalty: 4737.622070
	Iteration 18Q: 3 clusters Score -1181853 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1181864.125000 Penalty: 4737.622070
	Iteration 19Q: 3 clusters Score -1181864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1181873.125000 Penalty: 4737.622070
	Iteration 20F: 3 clusters Score -1181873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1181886.750000 Penalty: 4737.622070
	Iteration 21Q: 3 clusters Score -1181887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1181897.125000 Penalty: 4737.622070
	Iteration 22Q: 3 clusters Score -1181897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1181901.125000 Penalty: 4737.622070
	Iteration 23Q: 3 clusters Score -1181901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1181907.125000 Penalty: 4737.622070
	Iteration 24Q: 3 clusters Score -1181907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1181915.875000 Penalty: 4737.622070
	Iteration 25Q: 3 clusters Score -1181916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1181918.250000 Penalty: 4737.622070
	Iteration 26Q: 3 clusters Score -1181918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1181929.250000 Penalty: 4737.622070
	Iteration 27Q: 3 clusters Score -1181929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1181932.500000 Penalty: 4737.622070
	Iteration 28Q: 3 clusters Score -1181932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1181940.500000 Penalty: 4737.622070
	Iteration 29Q: 3 clusters Score -1181940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1181943.750000 Penalty: 4737.622070
	Iteration 30Q: 3 clusters Score -1181944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1181952.250000 Penalty: 4737.622070
	Iteration 31Q: 3 clusters Score -1181952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1181956.625000 Penalty: 4737.622070
	Iteration 32Q: 3 clusters Score -1181957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1181957.125000 Penalty: 4737.622070
	Iteration 33Q: 3 clusters Score -1181957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1181960.250000 Penalty: 4737.622070
	Iteration 34Q: 3 clusters Score -1181960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1181960.500000 Penalty: 4737.622070
	Iteration 35Q: 3 clusters Score -1181960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1181959.875000 Penalty: 4737.622070
	Iteration 36Q: 3 clusters Score -1181960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1181962.875000 Penalty: 4737.622070
	Iteration 37Q: 3 clusters Score -1181963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1181963.125000 Penalty: 4737.622070
	Iteration 38Q: 3 clusters Score -1181963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1181965.500000 Penalty: 4737.622070
	Iteration 39Q: 3 clusters Score -1181966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1181964.125000 Penalty: 4737.622070
	Iteration 40F: 3 clusters Score -1181964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1181964.625000 Penalty: 4737.622070
	Iteration 41Q: 3 clusters Score -1181965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1181963.875000 Penalty: 4737.622070
	Iteration 42Q: 3 clusters Score -1181964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1181963.875000 Penalty: 4737.622070
	Iteration 43F: 3 clusters Score -1181964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Entering Unmasked Estep 
Score: -817897.437500 Penalty: 2264.051270
	Iteration 0F: 2 clusters Score -817897.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -810673.562500 Penalty: 4528.102539
	Iteration 0F: 3 clusters Score -810673.6 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -812643.187500 Penalty: 4528.102539
	Iteration 1F: 3 clusters Score -812643.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -812926.812500 Penalty: 4528.102539
	Iteration 2F: 3 clusters Score -812926.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -813132.187500 Penalty: 4528.102539
	Iteration 3F: 3 clusters Score -813132.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -813273.187500 Penalty: 4528.102539
	Iteration 4Q: 3 clusters Score -813273.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -813382.812500 Penalty: 4528.102539
	Iteration 5Q: 3 clusters Score -813382.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -813482.000000 Penalty: 4528.102539
	Iteration 6Q: 3 clusters Score -813482 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -813559.500000 Penalty: 4528.102539
	Iteration 7Q: 3 clusters Score -813559.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -813638.250000 Penalty: 4528.102539
	Iteration 8Q: 3 clusters Score -813638.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -813724.125000 Penalty: 4528.102539
	Iteration 9Q: 3 clusters Score -813724.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -813806.000000 Penalty: 4528.102539
	Iteration 10Q: 3 clusters Score -813806 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -813894.062500 Penalty: 4528.102539
	Iteration 11Q: 3 clusters Score -813894.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -813986.687500 Penalty: 4528.102539
	Iteration 12Q: 3 clusters Score -813986.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -814097.687500 Penalty: 4528.102539
	Iteration 13Q: 3 clusters Score -814097.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -814231.437500 Penalty: 4528.102539
	Iteration 14Q: 3 clusters Score -814231.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -814378.125000 Penalty: 4528.102539
	Iteration 15Q: 3 clusters Score -814378.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -814529.250000 Penalty: 4528.102539
	Iteration 16Q: 3 clusters Score -814529.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -814698.437500 Penalty: 4528.102539
	Iteration 17Q: 3 clusters Score -814698.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -814889.375000 Penalty: 4528.102539
	Iteration 18Q: 3 clusters Score -814889.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -815080.250000 Penalty: 4528.102539
	Iteration 19Q: 3 clusters Score -815080.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -815270.250000 Penalty: 4528.102539
	Iteration 20F: 3 clusters Score -815270.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -815425.875000 Penalty: 4528.102539
	Iteration 21Q: 3 clusters Score -815425.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -815563.250000 Penalty: 4528.102539
	Iteration 22Q: 3 clusters Score -815563.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -815679.250000 Penalty: 4528.102539
	Iteration 23Q: 3 clusters Score -815679.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -815755.562500 Penalty: 4528.102539
	Iteration 24Q: 3 clusters Score -815755.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -815804.187500 Penalty: 4528.102539
	Iteration 25Q: 3 clusters Score -815804.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -815841.625000 Penalty: 4528.102539
	Iteration 26Q: 3 clusters Score -815841.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -815873.625000 Penalty: 4528.102539
	Iteration 27Q: 3 clusters Score -815873.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -815895.500000 Penalty: 4528.102539
	Iteration 28Q: 3 clusters Score -815895.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -815916.000000 Penalty: 4528.102539
	Iteration 29Q: 3 clusters Score -815916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -815928.312500 Penalty: 4528.102539
	Iteration 30Q: 3 clusters Score -815928.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -815936.000000 Penalty: 4528.102539
	Iteration 31Q: 3 clusters Score -815936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -815942.312500 Penalty: 4528.102539
	Iteration 32Q: 3 clusters Score -815942.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -815950.500000 Penalty: 4528.102539
	Iteration 33Q: 3 clusters Score -815950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -815954.812500 Penalty: 4528.102539
	Iteration 34Q: 3 clusters Score -815954.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -815955.750000 Penalty: 4528.102539
	Iteration 35Q: 3 clusters Score -815955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -815956.250000 Penalty: 4528.102539
	Iteration 36Q: 3 clusters Score -815956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -815960.875000 Penalty: 4528.102539
	Iteration 37Q: 3 clusters Score -815960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -815960.875000 Penalty: 4528.102539
	Iteration 38F: 3 clusters Score -815960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Entering Unmasked Estep 
Score: -4700157.500000 Penalty: 2695.617432
	Iteration 0F: 2 clusters Score -4700158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -4664718.000000 Penalty: 5391.234863
	Iteration 0F: 3 clusters Score -4664718 nChanged 24309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4678183.500000 Penalty: 5391.234863
	Iteration 1F: 3 clusters Score -4678184 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4679100.000000 Penalty: 5391.234863
	Iteration 2Q: 3 clusters Score -4679100 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4680248.000000 Penalty: 5391.234863
	Iteration 3Q: 3 clusters Score -4680248 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4682055.000000 Penalty: 5391.234863
	Iteration 4F: 3 clusters Score -4682055 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -4684624.500000 Penalty: 5391.234863
	Iteration 5F: 3 clusters Score -4684624 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4687843.000000 Penalty: 5391.234863
	Iteration 6F: 3 clusters Score -4687843 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4691394.000000 Penalty: 5391.234863
	Iteration 7F: 3 clusters Score -4691394 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4694370.500000 Penalty: 5391.234863
	Iteration 8F: 3 clusters Score -4694370 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4696132.500000 Penalty: 5391.234863
	Iteration 9Q: 3 clusters Score -4696132 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4696962.000000 Penalty: 5391.234863
	Iteration 10Q: 3 clusters Score -4696962 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4697348.500000 Penalty: 5391.234863
	Iteration 11Q: 3 clusters Score -4697348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4697509.000000 Penalty: 5391.234863
	Iteration 12Q: 3 clusters Score -4697509 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4697619.500000 Penalty: 5391.234863
	Iteration 13Q: 3 clusters Score -4697620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4697679.500000 Penalty: 5391.234863
	Iteration 14Q: 3 clusters Score -4697680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4697717.000000 Penalty: 5391.234863
	Iteration 15Q: 3 clusters Score -4697717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4697754.000000 Penalty: 5391.234863
	Iteration 16Q: 3 clusters Score -4697754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4697771.500000 Penalty: 5391.234863
	Iteration 17Q: 3 clusters Score -4697772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4697779.500000 Penalty: 5391.234863
	Iteration 18Q: 3 clusters Score -4697780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4697784.000000 Penalty: 5391.234863
	Iteration 19Q: 3 clusters Score -4697784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4697791.500000 Penalty: 5391.234863
	Iteration 20F: 3 clusters Score -4697792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4697800.500000 Penalty: 5391.234863
	Iteration 21Q: 3 clusters Score -4697800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4697804.000000 Penalty: 5391.234863
	Iteration 22Q: 3 clusters Score -4697804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4697810.000000 Penalty: 5391.234863
	Iteration 23Q: 3 clusters Score -4697810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4697812.500000 Penalty: 5391.234863
	Iteration 24Q: 3 clusters Score -4697812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4697813.000000 Penalty: 5391.234863
	Iteration 25Q: 3 clusters Score -4697813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4697820.000000 Penalty: 5391.234863
	Iteration 26Q: 3 clusters Score -4697820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4697822.000000 Penalty: 5391.234863
	Iteration 27Q: 3 clusters Score -4697822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4697821.500000 Penalty: 5391.234863
	Iteration 28Q: 3 clusters Score -4697822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4697823.500000 Penalty: 5391.234863
	Iteration 29Q: 3 clusters Score -4697824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4697827.500000 Penalty: 5391.234863
	Iteration 30Q: 3 clusters Score -4697828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4697828.000000 Penalty: 5391.234863
	Iteration 31Q: 3 clusters Score -4697828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4697828.000000 Penalty: 5391.234863
	Iteration 32Q: 3 clusters Score -4697828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4697830.500000 Penalty: 5391.234863
	Iteration 33Q: 3 clusters Score -4697830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4697837.500000 Penalty: 5391.234863
	Iteration 34Q: 3 clusters Score -4697838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4697838.000000 Penalty: 5391.234863
	Iteration 35Q: 3 clusters Score -4697838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4697837.000000 Penalty: 5391.234863
	Iteration 36Q: 3 clusters Score -4697837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4697842.500000 Penalty: 5391.234863
	Iteration 37Q: 3 clusters Score -4697842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4697842.500000 Penalty: 5391.234863
	Iteration 38F: 3 clusters Score -4697842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -311653.000000 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -311653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -307848.343750 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -307848.3 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -308777.593750 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -308777.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -309032.031250 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -309032 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -309221.500000 Penalty: 4087.492676
	Iteration 3F: 3 clusters Score -309221.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -309397.937500 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -309397.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -309569.687500 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -309569.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -309732.562500 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -309732.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -309925.812500 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -309925.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -310105.343750 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -310105.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -310279.500000 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -310279.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -310461.625000 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -310461.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -310656.562500 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -310656.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -310825.875000 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -310825.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -310956.375000 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -310956.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -311015.531250 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -311015.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -311042.718750 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -311042.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -311064.875000 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -311064.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -311072.781250 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -311072.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -311080.281250 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -311080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -311084.406250 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -311084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -311089.562500 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -311089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -311095.250000 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -311095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -311096.750000 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -311096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -311097.500000 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -311097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -311098.906250 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -311098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -311099.125000 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -311099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -311099.125000 Penalty: 4087.492676
	Iteration 26F: 3 clusters Score -311099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -233758.046875 Penalty: 1975.455322
	Iteration 0F: 2 clusters Score -233758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -230575.125000 Penalty: 3950.910645
	Iteration 0F: 3 clusters Score -230575.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -231243.687500 Penalty: 3950.910645
	Iteration 1F: 3 clusters Score -231243.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -231436.984375 Penalty: 3950.910645
	Iteration 2F: 3 clusters Score -231437 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -231561.515625 Penalty: 3950.910645
	Iteration 3F: 3 clusters Score -231561.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -231640.671875 Penalty: 3950.910645
	Iteration 4Q: 3 clusters Score -231640.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -231694.359375 Penalty: 3950.910645
	Iteration 5Q: 3 clusters Score -231694.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -231732.609375 Penalty: 3950.910645
	Iteration 6Q: 3 clusters Score -231732.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -231765.078125 Penalty: 3950.910645
	Iteration 7Q: 3 clusters Score -231765.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -231794.593750 Penalty: 3950.910645
	Iteration 8Q: 3 clusters Score -231794.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -231820.578125 Penalty: 3950.910645
	Iteration 9Q: 3 clusters Score -231820.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -231853.421875 Penalty: 3950.910645
	Iteration 10Q: 3 clusters Score -231853.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -231896.687500 Penalty: 3950.910645
	Iteration 11Q: 3 clusters Score -231896.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -231924.312500 Penalty: 3950.910645
	Iteration 12Q: 3 clusters Score -231924.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -231940.343750 Penalty: 3950.910645
	Iteration 13Q: 3 clusters Score -231940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -231950.437500 Penalty: 3950.910645
	Iteration 14Q: 3 clusters Score -231950.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -231964.593750 Penalty: 3950.910645
	Iteration 15Q: 3 clusters Score -231964.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -231974.531250 Penalty: 3950.910645
	Iteration 16Q: 3 clusters Score -231974.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -231982.718750 Penalty: 3950.910645
	Iteration 17Q: 3 clusters Score -231982.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -231990.781250 Penalty: 3950.910645
	Iteration 18Q: 3 clusters Score -231990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -231999.531250 Penalty: 3950.910645
	Iteration 19Q: 3 clusters Score -231999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -232003.734375 Penalty: 3950.910645
	Iteration 20F: 3 clusters Score -232003.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -232009.468750 Penalty: 3950.910645
	Iteration 21Q: 3 clusters Score -232009.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -232015.437500 Penalty: 3950.910645
	Iteration 22Q: 3 clusters Score -232015.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -232021.203125 Penalty: 3950.910645
	Iteration 23Q: 3 clusters Score -232021.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -232028.359375 Penalty: 3950.910645
	Iteration 24Q: 3 clusters Score -232028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -232034.562500 Penalty: 3950.910645
	Iteration 25Q: 3 clusters Score -232034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -232038.578125 Penalty: 3950.910645
	Iteration 26Q: 3 clusters Score -232038.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -232045.156250 Penalty: 3950.910645
	Iteration 27Q: 3 clusters Score -232045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -232052.156250 Penalty: 3950.910645
	Iteration 28Q: 3 clusters Score -232052.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -232062.281250 Penalty: 3950.910645
	Iteration 29Q: 3 clusters Score -232062.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -232066.765625 Penalty: 3950.910645
	Iteration 30Q: 3 clusters Score -232066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -232073.796875 Penalty: 3950.910645
	Iteration 31Q: 3 clusters Score -232073.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -232079.921875 Penalty: 3950.910645
	Iteration 32Q: 3 clusters Score -232079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -232085.156250 Penalty: 3950.910645
	Iteration 33Q: 3 clusters Score -232085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -232088.046875 Penalty: 3950.910645
	Iteration 34Q: 3 clusters Score -232088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -232090.203125 Penalty: 3950.910645
	Iteration 35Q: 3 clusters Score -232090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -232092.812500 Penalty: 3950.910645
	Iteration 36Q: 3 clusters Score -232092.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -232093.812500 Penalty: 3950.910645
	Iteration 37Q: 3 clusters Score -232093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -232094.250000 Penalty: 3950.910645
	Iteration 38Q: 3 clusters Score -232094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -232095.390625 Penalty: 3950.910645
	Iteration 39Q: 3 clusters Score -232095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -232096.843750 Penalty: 3950.910645
	Iteration 40F: 3 clusters Score -232096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -232097.687500 Penalty: 3950.910645
	Iteration 41Q: 3 clusters Score -232097.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -232098.500000 Penalty: 3950.910645
	Iteration 42Q: 3 clusters Score -232098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -232099.453125 Penalty: 3950.910645
	Iteration 43Q: 3 clusters Score -232099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -232099.453125 Penalty: 3950.910645
	Iteration 44F: 3 clusters Score -232099.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Entering Unmasked Estep 
Score: -576510.562500 Penalty: 2190.553955
	Iteration 0F: 2 clusters Score -576510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -570797.562500 Penalty: 4381.107910
	Iteration 0F: 3 clusters Score -570797.6 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -572315.687500 Penalty: 4381.107910
	Iteration 1F: 3 clusters Score -572315.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -572556.437500 Penalty: 4381.107910
	Iteration 2F: 3 clusters Score -572556.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -572713.875000 Penalty: 4381.107910
	Iteration 3F: 3 clusters Score -572713.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -572811.250000 Penalty: 4381.107910
	Iteration 4Q: 3 clusters Score -572811.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -572880.625000 Penalty: 4381.107910
	Iteration 5Q: 3 clusters Score -572880.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -572935.562500 Penalty: 4381.107910
	Iteration 6Q: 3 clusters Score -572935.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -572986.312500 Penalty: 4381.107910
	Iteration 7Q: 3 clusters Score -572986.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -573034.062500 Penalty: 4381.107910
	Iteration 8Q: 3 clusters Score -573034.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -573084.937500 Penalty: 4381.107910
	Iteration 9Q: 3 clusters Score -573084.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -573145.187500 Penalty: 4381.107910
	Iteration 10Q: 3 clusters Score -573145.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -573209.750000 Penalty: 4381.107910
	Iteration 11Q: 3 clusters Score -573209.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -573290.250000 Penalty: 4381.107910
	Iteration 12Q: 3 clusters Score -573290.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -573373.562500 Penalty: 4381.107910
	Iteration 13Q: 3 clusters Score -573373.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -573463.250000 Penalty: 4381.107910
	Iteration 14Q: 3 clusters Score -573463.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -573567.687500 Penalty: 4381.107910
	Iteration 15Q: 3 clusters Score -573567.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -573688.000000 Penalty: 4381.107910
	Iteration 16Q: 3 clusters Score -573688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -573816.000000 Penalty: 4381.107910
	Iteration 17Q: 3 clusters Score -573816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -573935.562500 Penalty: 4381.107910
	Iteration 18Q: 3 clusters Score -573935.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -574047.937500 Penalty: 4381.107910
	Iteration 19Q: 3 clusters Score -574047.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -574141.437500 Penalty: 4381.107910
	Iteration 20F: 3 clusters Score -574141.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -574219.062500 Penalty: 4381.107910
	Iteration 21Q: 3 clusters Score -574219.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -574268.812500 Penalty: 4381.107910
	Iteration 22Q: 3 clusters Score -574268.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -574311.000000 Penalty: 4381.107910
	Iteration 23Q: 3 clusters Score -574311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -574343.437500 Penalty: 4381.107910
	Iteration 24Q: 3 clusters Score -574343.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -574368.625000 Penalty: 4381.107910
	Iteration 25Q: 3 clusters Score -574368.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -574396.500000 Penalty: 4381.107910
	Iteration 26Q: 3 clusters Score -574396.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -574425.625000 Penalty: 4381.107910
	Iteration 27Q: 3 clusters Score -574425.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -574446.875000 Penalty: 4381.107910
	Iteration 28Q: 3 clusters Score -574446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -574460.562500 Penalty: 4381.107910
	Iteration 29Q: 3 clusters Score -574460.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -574470.687500 Penalty: 4381.107910
	Iteration 30Q: 3 clusters Score -574470.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -574477.500000 Penalty: 4381.107910
	Iteration 31Q: 3 clusters Score -574477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -574484.812500 Penalty: 4381.107910
	Iteration 32Q: 3 clusters Score -574484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -574491.625000 Penalty: 4381.107910
	Iteration 33Q: 3 clusters Score -574491.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -574501.750000 Penalty: 4381.107910
	Iteration 34Q: 3 clusters Score -574501.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -574514.750000 Penalty: 4381.107910
	Iteration 35Q: 3 clusters Score -574514.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -574524.625000 Penalty: 4381.107910
	Iteration 36Q: 3 clusters Score -574524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -574537.437500 Penalty: 4381.107910
	Iteration 37Q: 3 clusters Score -574537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -574549.937500 Penalty: 4381.107910
	Iteration 38Q: 3 clusters Score -574549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -574564.875000 Penalty: 4381.107910
	Iteration 39Q: 3 clusters Score -574564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -574573.250000 Penalty: 4381.107910
	Iteration 40F: 3 clusters Score -574573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -574582.937500 Penalty: 4381.107910
	Iteration 41Q: 3 clusters Score -574582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -574587.437500 Penalty: 4381.107910
	Iteration 42Q: 3 clusters Score -574587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -574590.375000 Penalty: 4381.107910
	Iteration 43Q: 3 clusters Score -574590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -574590.000000 Penalty: 4381.107910
	Iteration 44Q: 3 clusters Score -574590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -574592.500000 Penalty: 4381.107910
	Iteration 45Q: 3 clusters Score -574592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -574592.500000 Penalty: 4381.107910
	Iteration 46F: 3 clusters Score -574592.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (99256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Entering Unmasked Estep 
Score: -8716987.000000 Penalty: 2853.353516
	Iteration 0F: 2 clusters Score -8716987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -8650306.000000 Penalty: 5706.707031
	Iteration 0F: 3 clusters Score -8650306 nChanged 47021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -8677805.000000 Penalty: 5706.707031
	Iteration 1F: 3 clusters Score -8677805 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8679259.000000 Penalty: 5706.707031
	Iteration 2Q: 3 clusters Score -8679259 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -8681741.000000 Penalty: 5706.707031
	Iteration 3F: 3 clusters Score -8681741 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -8685686.000000 Penalty: 5706.707031
	Iteration 4F: 3 clusters Score -8685686 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8691820.000000 Penalty: 5706.707031
	Iteration 5F: 3 clusters Score -8691820 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -8699414.000000 Penalty: 5706.707031
	Iteration 6F: 3 clusters Score -8699414 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -8706135.000000 Penalty: 5706.707031
	Iteration 7F: 3 clusters Score -8706135 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -8710516.000000 Penalty: 5706.707031
	Iteration 8Q: 3 clusters Score -8710516 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8712656.000000 Penalty: 5706.707031
	Iteration 9Q: 3 clusters Score -8712656 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8713655.000000 Penalty: 5706.707031
	Iteration 10Q: 3 clusters Score -8713655 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8714053.000000 Penalty: 5706.707031
	Iteration 11Q: 3 clusters Score -8714053 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8714265.000000 Penalty: 5706.707031
	Iteration 12Q: 3 clusters Score -8714265 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8714388.000000 Penalty: 5706.707031
	Iteration 13Q: 3 clusters Score -8714388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8714447.000000 Penalty: 5706.707031
	Iteration 14Q: 3 clusters Score -8714447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98861 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8714498.000000 Penalty: 5706.707031
	Iteration 15Q: 3 clusters Score -8714498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8714522.000000 Penalty: 5706.707031
	Iteration 16Q: 3 clusters Score -8714522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8714539.000000 Penalty: 5706.707031
	Iteration 17Q: 3 clusters Score -8714539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98888 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8714556.000000 Penalty: 5706.707031
	Iteration 18Q: 3 clusters Score -8714556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8714561.000000 Penalty: 5706.707031
	Iteration 19Q: 3 clusters Score -8714561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8714568.000000 Penalty: 5706.707031
	Iteration 20F: 3 clusters Score -8714568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98893 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8714568.000000 Penalty: 5706.707031
	Iteration 21Q: 3 clusters Score -8714568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8714576.000000 Penalty: 5706.707031
	Iteration 22Q: 3 clusters Score -8714576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8714574.000000 Penalty: 5706.707031
	Iteration 23Q: 3 clusters Score -8714574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8714586.000000 Penalty: 5706.707031
	Iteration 24Q: 3 clusters Score -8714586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8714583.000000 Penalty: 5706.707031
	Iteration 25Q: 3 clusters Score -8714583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8714583.000000 Penalty: 5706.707031
	Iteration 26Q: 3 clusters Score -8714583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8714584.000000 Penalty: 5706.707031
	Iteration 27Q: 3 clusters Score -8714584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8714571.000000 Penalty: 5706.707031
	Iteration 28Q: 3 clusters Score -8714571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8714580.000000 Penalty: 5706.707031
	Iteration 29Q: 3 clusters Score -8714580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8714572.000000 Penalty: 5706.707031
	Iteration 30Q: 3 clusters Score -8714572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8714577.000000 Penalty: 5706.707031
	Iteration 31Q: 3 clusters Score -8714577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8714577.000000 Penalty: 5706.707031
	Iteration 32F: 3 clusters Score -8714577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -1025611.250000 Penalty: 2343.830811
	Iteration 0F: 2 clusters Score -1025611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1016170.500000 Penalty: 4687.661621
	Iteration 0F: 3 clusters Score -1016170 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1019335.062500 Penalty: 4687.661621
	Iteration 1F: 3 clusters Score -1019335 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1020225.875000 Penalty: 4687.661621
	Iteration 2F: 3 clusters Score -1020226 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1021446.937500 Penalty: 4687.661621
	Iteration 3F: 3 clusters Score -1021447 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1022932.250000 Penalty: 4687.661621
	Iteration 4F: 3 clusters Score -1022932 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1024222.625000 Penalty: 4687.661621
	Iteration 5F: 3 clusters Score -1024223 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1025023.312500 Penalty: 4687.661621
	Iteration 6F: 3 clusters Score -1025023 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1025391.687500 Penalty: 4687.661621
	Iteration 7Q: 3 clusters Score -1025392 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1025550.875000 Penalty: 4687.661621
	Iteration 8Q: 3 clusters Score -1025551 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1025628.250000 Penalty: 4687.661621
	Iteration 9Q: 3 clusters Score -1025628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1025661.437500 Penalty: 4687.661621
	Iteration 10Q: 3 clusters Score -1025661 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1025678.875000 Penalty: 4687.661621
	Iteration 11Q: 3 clusters Score -1025679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1025685.875000 Penalty: 4687.661621
	Iteration 12Q: 3 clusters Score -1025686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1025692.687500 Penalty: 4687.661621
	Iteration 13Q: 3 clusters Score -1025693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1025697.437500 Penalty: 4687.661621
	Iteration 14Q: 3 clusters Score -1025697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1025701.375000 Penalty: 4687.661621
	Iteration 15Q: 3 clusters Score -1025701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1025701.000000 Penalty: 4687.661621
	Iteration 16Q: 3 clusters Score -1025701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1025700.000000 Penalty: 4687.661621
	Iteration 17Q: 3 clusters Score -1025700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1025701.000000 Penalty: 4687.661621
	Iteration 18Q: 3 clusters Score -1025701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1025701.312500 Penalty: 4687.661621
	Iteration 19Q: 3 clusters Score -1025701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1025700.312500 Penalty: 4687.661621
	Iteration 20F: 3 clusters Score -1025700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1025705.187500 Penalty: 4687.661621
	Iteration 21Q: 3 clusters Score -1025705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1025705.750000 Penalty: 4687.661621
	Iteration 22Q: 3 clusters Score -1025706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1025704.812500 Penalty: 4687.661621
	Iteration 23Q: 3 clusters Score -1025705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1025704.562500 Penalty: 4687.661621
	Iteration 24Q: 3 clusters Score -1025705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1025705.125000 Penalty: 4687.661621
	Iteration 25Q: 3 clusters Score -1025705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1025705.375000 Penalty: 4687.661621
	Iteration 26Q: 3 clusters Score -1025705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1025706.937500 Penalty: 4687.661621
	Iteration 27Q: 3 clusters Score -1025707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1025709.187500 Penalty: 4687.661621
	Iteration 28Q: 3 clusters Score -1025709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1025708.500000 Penalty: 4687.661621
	Iteration 29Q: 3 clusters Score -1025708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1025708.500000 Penalty: 4687.661621
	Iteration 30Q: 3 clusters Score -1025708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1025708.000000 Penalty: 4687.661621
	Iteration 31Q: 3 clusters Score -1025708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1025708.875000 Penalty: 4687.661621
	Iteration 32Q: 3 clusters Score -1025709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1025709.500000 Penalty: 4687.661621
	Iteration 33Q: 3 clusters Score -1025710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1025709.062500 Penalty: 4687.661621
	Iteration 34Q: 3 clusters Score -1025709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1025709.062500 Penalty: 4687.661621
	Iteration 35F: 3 clusters Score -1025709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 6976 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 23585 members 
Mstep: Class 7 contains 411218 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 17662 members 
Mstep: Class 10 contains 11584 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14068 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 52545 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 99256 members 
Mstep: Class 22 contains 4276 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 6193 members 
Mstep: Class 25 contains 398711 members 
Mstep: Class 26 contains 9212 members 
Mstep: Class 27 contains 6817 members 
Mstep: Class 28 contains 10847 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 6566 members 
Mstep: Class 31 contains 12980 members 
Mstep: Class 32 contains 36206 members 
Mstep: Class 33 contains 6882 members 
Mstep: Class 34 contains 14382 members 
Mstep: Class 35 contains 21950 members 
Mstep: Class 36 contains 8444 members 
Entering Unmasked Estep 
Score: -112996384.000000 Penalty: 125895.968750
Splitting cluster 22 changes total score from -112998016.000000 to -112996384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (10485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Entering Unmasked Estep 
Score: -917055.687500 Penalty: 2295.909912
	Iteration 0F: 2 clusters Score -917055.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -909018.875000 Penalty: 4591.819824
	Iteration 0F: 3 clusters Score -909018.9 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -911360.500000 Penalty: 4591.819824
	Iteration 1F: 3 clusters Score -911360.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -911695.000000 Penalty: 4591.819824
	Iteration 2F: 3 clusters Score -911695 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -911976.437500 Penalty: 4591.819824
	Iteration 3F: 3 clusters Score -911976.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -912246.937500 Penalty: 4591.819824
	Iteration 4Q: 3 clusters Score -912246.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -912531.812500 Penalty: 4591.819824
	Iteration 5Q: 3 clusters Score -912531.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -912844.812500 Penalty: 4591.819824
	Iteration 6F: 3 clusters Score -912844.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -913160.375000 Penalty: 4591.819824
	Iteration 7Q: 3 clusters Score -913160.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -913472.625000 Penalty: 4591.819824
	Iteration 8Q: 3 clusters Score -913472.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -913737.250000 Penalty: 4591.819824
	Iteration 9Q: 3 clusters Score -913737.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -913932.375000 Penalty: 4591.819824
	Iteration 10Q: 3 clusters Score -913932.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -914070.437500 Penalty: 4591.819824
	Iteration 11Q: 3 clusters Score -914070.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -914163.625000 Penalty: 4591.819824
	Iteration 12Q: 3 clusters Score -914163.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -914249.062500 Penalty: 4591.819824
	Iteration 13Q: 3 clusters Score -914249.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -914321.125000 Penalty: 4591.819824
	Iteration 14Q: 3 clusters Score -914321.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -914396.500000 Penalty: 4591.819824
	Iteration 15Q: 3 clusters Score -914396.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -914472.125000 Penalty: 4591.819824
	Iteration 16Q: 3 clusters Score -914472.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -914542.625000 Penalty: 4591.819824
	Iteration 17Q: 3 clusters Score -914542.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -914621.812500 Penalty: 4591.819824
	Iteration 18Q: 3 clusters Score -914621.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -914702.437500 Penalty: 4591.819824
	Iteration 19Q: 3 clusters Score -914702.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -914770.250000 Penalty: 4591.819824
	Iteration 20F: 3 clusters Score -914770.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -914829.812500 Penalty: 4591.819824
	Iteration 21Q: 3 clusters Score -914829.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -914883.000000 Penalty: 4591.819824
	Iteration 22Q: 3 clusters Score -914883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -914923.500000 Penalty: 4591.819824
	Iteration 23Q: 3 clusters Score -914923.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -914955.625000 Penalty: 4591.819824
	Iteration 24Q: 3 clusters Score -914955.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -914988.125000 Penalty: 4591.819824
	Iteration 25Q: 3 clusters Score -914988.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -915014.750000 Penalty: 4591.819824
	Iteration 26Q: 3 clusters Score -915014.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -915037.312500 Penalty: 4591.819824
	Iteration 27Q: 3 clusters Score -915037.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -915056.312500 Penalty: 4591.819824
	Iteration 28Q: 3 clusters Score -915056.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -915071.375000 Penalty: 4591.819824
	Iteration 29Q: 3 clusters Score -915071.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -915087.187500 Penalty: 4591.819824
	Iteration 30Q: 3 clusters Score -915087.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -915100.687500 Penalty: 4591.819824
	Iteration 31Q: 3 clusters Score -915100.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -915109.500000 Penalty: 4591.819824
	Iteration 32Q: 3 clusters Score -915109.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -915121.375000 Penalty: 4591.819824
	Iteration 33Q: 3 clusters Score -915121.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -915129.500000 Penalty: 4591.819824
	Iteration 34Q: 3 clusters Score -915129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -915131.500000 Penalty: 4591.819824
	Iteration 35Q: 3 clusters Score -915131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -915137.875000 Penalty: 4591.819824
	Iteration 36Q: 3 clusters Score -915137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -915142.937500 Penalty: 4591.819824
	Iteration 37Q: 3 clusters Score -915142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -915146.562500 Penalty: 4591.819824
	Iteration 38Q: 3 clusters Score -915146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -915148.625000 Penalty: 4591.819824
	Iteration 39Q: 3 clusters Score -915148.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -915153.312500 Penalty: 4591.819824
	Iteration 40F: 3 clusters Score -915153.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -915159.062500 Penalty: 4591.819824
	Iteration 41Q: 3 clusters Score -915159.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -915163.500000 Penalty: 4591.819824
	Iteration 42Q: 3 clusters Score -915163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -915166.250000 Penalty: 4591.819824
	Iteration 43Q: 3 clusters Score -915166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -915169.437500 Penalty: 4591.819824
	Iteration 44Q: 3 clusters Score -915169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -915170.875000 Penalty: 4591.819824
	Iteration 45Q: 3 clusters Score -915170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -915170.875000 Penalty: 4591.819824
	Iteration 46F: 3 clusters Score -915170.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Entering Unmasked Estep 
Score: -422541.531250 Penalty: 2165.331299
	Iteration 0F: 2 clusters Score -422541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -417411.468750 Penalty: 4330.662598
	Iteration 0F: 3 clusters Score -417411.5 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -419257.812500 Penalty: 4330.662598
	Iteration 1F: 3 clusters Score -419257.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -419871.625000 Penalty: 4330.662598
	Iteration 2F: 3 clusters Score -419871.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -420352.000000 Penalty: 4330.662598
	Iteration 3F: 3 clusters Score -420352 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -420761.531250 Penalty: 4330.662598
	Iteration 4F: 3 clusters Score -420761.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -421036.000000 Penalty: 4330.662598
	Iteration 5Q: 3 clusters Score -421036 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -421247.656250 Penalty: 4330.662598
	Iteration 6Q: 3 clusters Score -421247.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -421382.593750 Penalty: 4330.662598
	Iteration 7Q: 3 clusters Score -421382.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -421478.906250 Penalty: 4330.662598
	Iteration 8Q: 3 clusters Score -421478.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -421549.562500 Penalty: 4330.662598
	Iteration 9Q: 3 clusters Score -421549.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -421595.593750 Penalty: 4330.662598
	Iteration 10Q: 3 clusters Score -421595.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -421627.656250 Penalty: 4330.662598
	Iteration 11Q: 3 clusters Score -421627.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -421661.437500 Penalty: 4330.662598
	Iteration 12Q: 3 clusters Score -421661.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -421690.343750 Penalty: 4330.662598
	Iteration 13Q: 3 clusters Score -421690.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -421718.718750 Penalty: 4330.662598
	Iteration 14Q: 3 clusters Score -421718.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -421747.218750 Penalty: 4330.662598
	Iteration 15Q: 3 clusters Score -421747.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -421777.062500 Penalty: 4330.662598
	Iteration 16Q: 3 clusters Score -421777.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -421810.656250 Penalty: 4330.662598
	Iteration 17Q: 3 clusters Score -421810.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -421836.750000 Penalty: 4330.662598
	Iteration 18Q: 3 clusters Score -421836.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -421857.156250 Penalty: 4330.662598
	Iteration 19Q: 3 clusters Score -421857.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -421874.906250 Penalty: 4330.662598
	Iteration 20F: 3 clusters Score -421874.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -421887.750000 Penalty: 4330.662598
	Iteration 21Q: 3 clusters Score -421887.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -421897.562500 Penalty: 4330.662598
	Iteration 22Q: 3 clusters Score -421897.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -421907.750000 Penalty: 4330.662598
	Iteration 23Q: 3 clusters Score -421907.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -421917.218750 Penalty: 4330.662598
	Iteration 24Q: 3 clusters Score -421917.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -421928.250000 Penalty: 4330.662598
	Iteration 25Q: 3 clusters Score -421928.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -421935.875000 Penalty: 4330.662598
	Iteration 26Q: 3 clusters Score -421935.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -421944.406250 Penalty: 4330.662598
	Iteration 27Q: 3 clusters Score -421944.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -421951.812500 Penalty: 4330.662598
	Iteration 28Q: 3 clusters Score -421951.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -421960.625000 Penalty: 4330.662598
	Iteration 29Q: 3 clusters Score -421960.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -421972.937500 Penalty: 4330.662598
	Iteration 30Q: 3 clusters Score -421972.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -421987.500000 Penalty: 4330.662598
	Iteration 31Q: 3 clusters Score -421987.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -422004.812500 Penalty: 4330.662598
	Iteration 32Q: 3 clusters Score -422004.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -422025.031250 Penalty: 4330.662598
	Iteration 33Q: 3 clusters Score -422025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -422047.250000 Penalty: 4330.662598
	Iteration 34Q: 3 clusters Score -422047.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -422065.343750 Penalty: 4330.662598
	Iteration 35Q: 3 clusters Score -422065.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -422074.750000 Penalty: 4330.662598
	Iteration 36Q: 3 clusters Score -422074.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -422083.343750 Penalty: 4330.662598
	Iteration 37Q: 3 clusters Score -422083.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -422095.000000 Penalty: 4330.662598
	Iteration 38Q: 3 clusters Score -422095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -422104.468750 Penalty: 4330.662598
	Iteration 39Q: 3 clusters Score -422104.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -422112.125000 Penalty: 4330.662598
	Iteration 40F: 3 clusters Score -422112.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -422118.593750 Penalty: 4330.662598
	Iteration 41Q: 3 clusters Score -422118.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -422122.937500 Penalty: 4330.662598
	Iteration 42Q: 3 clusters Score -422122.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -422127.031250 Penalty: 4330.662598
	Iteration 43Q: 3 clusters Score -422127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -422130.750000 Penalty: 4330.662598
	Iteration 44Q: 3 clusters Score -422130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -422132.156250 Penalty: 4330.662598
	Iteration 45Q: 3 clusters Score -422132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -422135.437500 Penalty: 4330.662598
	Iteration 46Q: 3 clusters Score -422135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -422137.156250 Penalty: 4330.662598
	Iteration 47Q: 3 clusters Score -422137.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -422143.062500 Penalty: 4330.662598
	Iteration 48Q: 3 clusters Score -422143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -422148.406250 Penalty: 4330.662598
	Iteration 49Q: 3 clusters Score -422148.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -422154.406250 Penalty: 4330.662598
	Iteration 50Q: 3 clusters Score -422154.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -422159.625000 Penalty: 4330.662598
	Iteration 51Q: 3 clusters Score -422159.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -422165.843750 Penalty: 4330.662598
	Iteration 52Q: 3 clusters Score -422165.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -422171.625000 Penalty: 4330.662598
	Iteration 53Q: 3 clusters Score -422171.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -422175.531250 Penalty: 4330.662598
	Iteration 54Q: 3 clusters Score -422175.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -422180.125000 Penalty: 4330.662598
	Iteration 55Q: 3 clusters Score -422180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -422183.656250 Penalty: 4330.662598
	Iteration 56Q: 3 clusters Score -422183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -422186.062500 Penalty: 4330.662598
	Iteration 57Q: 3 clusters Score -422186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -422187.312500 Penalty: 4330.662598
	Iteration 58Q: 3 clusters Score -422187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -422191.656250 Penalty: 4330.662598
	Iteration 59Q: 3 clusters Score -422191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -422191.625000 Penalty: 4330.662598
	Iteration 60F: 3 clusters Score -422191.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -422195.500000 Penalty: 4330.662598
	Iteration 61Q: 3 clusters Score -422195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -422197.125000 Penalty: 4330.662598
	Iteration 62Q: 3 clusters Score -422197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -422200.343750 Penalty: 4330.662598
	Iteration 63Q: 3 clusters Score -422200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -422202.687500 Penalty: 4330.662598
	Iteration 64Q: 3 clusters Score -422202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -422203.468750 Penalty: 4330.662598
	Iteration 65Q: 3 clusters Score -422203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -422206.000000 Penalty: 4330.662598
	Iteration 66Q: 3 clusters Score -422206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -422207.843750 Penalty: 4330.662598
	Iteration 67Q: 3 clusters Score -422207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -422208.000000 Penalty: 4330.662598
	Iteration 68Q: 3 clusters Score -422208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -422208.718750 Penalty: 4330.662598
	Iteration 69Q: 3 clusters Score -422208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -422208.718750 Penalty: 4330.662598
	Iteration 70F: 3 clusters Score -422208.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (398711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398711 members 
Entering Unmasked Estep 
Score: -35019592.000000 Penalty: 3198.206055
	Iteration 0F: 2 clusters Score -3.501959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200023 members 
Mstep: Class 2 contains 198688 members 
Entering Unmasked Estep 
Score: -34750512.000000 Penalty: 6396.412109
	Iteration 0F: 3 clusters Score -3.475051e+07 nChanged 194091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216932 members 
Mstep: Class 2 contains 181779 members 
Entering Unmasked Estep 
Score: -34868852.000000 Penalty: 6396.412109
	Iteration 1F: 3 clusters Score -3.486885e+07 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228878 members 
Mstep: Class 2 contains 169833 members 
Entering Unmasked Estep 
Score: -34873808.000000 Penalty: 6396.412109
	Iteration 2Q: 3 clusters Score -3.487381e+07 nChanged 21096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247430 members 
Mstep: Class 2 contains 151281 members 
Entering Unmasked Estep 
Score: -34884084.000000 Penalty: 6396.412109
	Iteration 3F: 3 clusters Score -3.488408e+07 nChanged 28744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273994 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -34903876.000000 Penalty: 6396.412109
	Iteration 4F: 3 clusters Score -3.490388e+07 nChanged 34776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306974 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -34933092.000000 Penalty: 6396.412109
	Iteration 5F: 3 clusters Score -3.493309e+07 nChanged 33746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339634 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -34964088.000000 Penalty: 6396.412109
	Iteration 6F: 3 clusters Score -3.496409e+07 nChanged 25056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364244 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -34987692.000000 Penalty: 6396.412109
	Iteration 7F: 3 clusters Score -3.498769e+07 nChanged 15448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379514 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -35002996.000000 Penalty: 6396.412109
	Iteration 8Q: 3 clusters Score -3.5003e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387103 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -35010664.000000 Penalty: 6396.412109
	Iteration 9Q: 3 clusters Score -3.501066e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390147 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -35014652.000000 Penalty: 6396.412109
	Iteration 10Q: 3 clusters Score -3.501465e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391027 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -35016464.000000 Penalty: 6396.412109
	Iteration 11Q: 3 clusters Score -3.501646e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391104 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -35017280.000000 Penalty: 6396.412109
	Iteration 12Q: 3 clusters Score -3.501728e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390901 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -35017792.000000 Penalty: 6396.412109
	Iteration 13Q: 3 clusters Score -3.501779e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390680 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -35018016.000000 Penalty: 6396.412109
	Iteration 14Q: 3 clusters Score -3.501802e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390448 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -35018240.000000 Penalty: 6396.412109
	Iteration 15Q: 3 clusters Score -3.501824e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390237 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -35018348.000000 Penalty: 6396.412109
	Iteration 16Q: 3 clusters Score -3.501835e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389992 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -35018348.000000 Penalty: 6396.412109
	Iteration 17Q: 3 clusters Score -3.501835e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389714 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -35018568.000000 Penalty: 6396.412109
	Iteration 18Q: 3 clusters Score -3.501857e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389395 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -35018620.000000 Penalty: 6396.412109
	Iteration 19Q: 3 clusters Score -3.501862e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389062 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -35018724.000000 Penalty: 6396.412109
	Iteration 20F: 3 clusters Score -3.501872e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388708 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -35018864.000000 Penalty: 6396.412109
	Iteration 21Q: 3 clusters Score -3.501886e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388355 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -35018860.000000 Penalty: 6396.412109
	Iteration 22Q: 3 clusters Score -3.501886e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387981 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -35018968.000000 Penalty: 6396.412109
	Iteration 23Q: 3 clusters Score -3.501897e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387612 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -35019096.000000 Penalty: 6396.412109
	Iteration 24Q: 3 clusters Score -3.50191e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387244 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -35019200.000000 Penalty: 6396.412109
	Iteration 25Q: 3 clusters Score -3.50192e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386840 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -35019248.000000 Penalty: 6396.412109
	Iteration 26Q: 3 clusters Score -3.501925e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386432 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -35019252.000000 Penalty: 6396.412109
	Iteration 27Q: 3 clusters Score -3.501925e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385990 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -35019284.000000 Penalty: 6396.412109
	Iteration 28Q: 3 clusters Score -3.501928e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385540 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -35019504.000000 Penalty: 6396.412109
	Iteration 29Q: 3 clusters Score -3.50195e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385083 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -35019552.000000 Penalty: 6396.412109
	Iteration 30Q: 3 clusters Score -3.501955e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384593 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -35019624.000000 Penalty: 6396.412109
	Iteration 31Q: 3 clusters Score -3.501962e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384071 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -35019736.000000 Penalty: 6396.412109
	Iteration 32Q: 3 clusters Score -3.501974e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383553 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -35019836.000000 Penalty: 6396.412109
	Iteration 33Q: 3 clusters Score -3.501984e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383047 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -35019936.000000 Penalty: 6396.412109
	Iteration 34Q: 3 clusters Score -3.501994e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382554 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -35020072.000000 Penalty: 6396.412109
	Iteration 35Q: 3 clusters Score -3.502007e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382077 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -35020052.000000 Penalty: 6396.412109
	Iteration 36Q: 3 clusters Score -3.502005e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381584 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -35020132.000000 Penalty: 6396.412109
	Iteration 37Q: 3 clusters Score -3.502013e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381092 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -35020040.000000 Penalty: 6396.412109
	Iteration 38Q: 3 clusters Score -3.502004e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380607 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -35020112.000000 Penalty: 6396.412109
	Iteration 39Q: 3 clusters Score -3.502011e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380104 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -35020128.000000 Penalty: 6396.412109
	Iteration 40F: 3 clusters Score -3.502013e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379543 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -35020272.000000 Penalty: 6396.412109
	Iteration 41Q: 3 clusters Score -3.502027e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378994 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -35020420.000000 Penalty: 6396.412109
	Iteration 42Q: 3 clusters Score -3.502042e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378447 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -35020400.000000 Penalty: 6396.412109
	Iteration 43Q: 3 clusters Score -3.50204e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377886 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -35020384.000000 Penalty: 6396.412109
	Iteration 44Q: 3 clusters Score -3.502038e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377302 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -35020408.000000 Penalty: 6396.412109
	Iteration 45Q: 3 clusters Score -3.502041e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376708 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -35020484.000000 Penalty: 6396.412109
	Iteration 46Q: 3 clusters Score -3.502048e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376113 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -35020640.000000 Penalty: 6396.412109
	Iteration 47Q: 3 clusters Score -3.502064e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375549 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -35020720.000000 Penalty: 6396.412109
	Iteration 48Q: 3 clusters Score -3.502072e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374967 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -35020776.000000 Penalty: 6396.412109
	Iteration 49Q: 3 clusters Score -3.502078e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374446 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -35020832.000000 Penalty: 6396.412109
	Iteration 50Q: 3 clusters Score -3.502083e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373942 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -35020908.000000 Penalty: 6396.412109
	Iteration 51Q: 3 clusters Score -3.502091e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373449 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -35021016.000000 Penalty: 6396.412109
	Iteration 52Q: 3 clusters Score -3.502102e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372964 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -35020988.000000 Penalty: 6396.412109
	Iteration 53Q: 3 clusters Score -3.502099e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372465 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -35021092.000000 Penalty: 6396.412109
	Iteration 54Q: 3 clusters Score -3.502109e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371985 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -35021152.000000 Penalty: 6396.412109
	Iteration 55Q: 3 clusters Score -3.502115e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371508 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -35021284.000000 Penalty: 6396.412109
	Iteration 56Q: 3 clusters Score -3.502128e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371056 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -35021388.000000 Penalty: 6396.412109
	Iteration 57Q: 3 clusters Score -3.502139e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370575 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -35021432.000000 Penalty: 6396.412109
	Iteration 58Q: 3 clusters Score -3.502143e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370072 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -35021524.000000 Penalty: 6396.412109
	Iteration 59Q: 3 clusters Score -3.502152e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369603 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -35021684.000000 Penalty: 6396.412109
	Iteration 60F: 3 clusters Score -3.502168e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369170 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -35021668.000000 Penalty: 6396.412109
	Iteration 61Q: 3 clusters Score -3.502167e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368766 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -35021632.000000 Penalty: 6396.412109
	Iteration 62Q: 3 clusters Score -3.502163e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368418 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -35021656.000000 Penalty: 6396.412109
	Iteration 63Q: 3 clusters Score -3.502166e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368058 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -35021692.000000 Penalty: 6396.412109
	Iteration 64Q: 3 clusters Score -3.502169e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367694 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -35021700.000000 Penalty: 6396.412109
	Iteration 65Q: 3 clusters Score -3.50217e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367365 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -35021672.000000 Penalty: 6396.412109
	Iteration 66Q: 3 clusters Score -3.502167e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367053 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -35021624.000000 Penalty: 6396.412109
	Iteration 67Q: 3 clusters Score -3.502162e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366726 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -35021700.000000 Penalty: 6396.412109
	Iteration 68Q: 3 clusters Score -3.50217e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366369 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -35021680.000000 Penalty: 6396.412109
	Iteration 69Q: 3 clusters Score -3.502168e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366015 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -35021772.000000 Penalty: 6396.412109
	Iteration 70Q: 3 clusters Score -3.502177e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365675 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -35021848.000000 Penalty: 6396.412109
	Iteration 71Q: 3 clusters Score -3.502185e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365352 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -35021808.000000 Penalty: 6396.412109
	Iteration 72Q: 3 clusters Score -3.502181e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365050 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -35021848.000000 Penalty: 6396.412109
	Iteration 73Q: 3 clusters Score -3.502185e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364758 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -35021944.000000 Penalty: 6396.412109
	Iteration 74Q: 3 clusters Score -3.502194e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364478 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -35021876.000000 Penalty: 6396.412109
	Iteration 75Q: 3 clusters Score -3.502188e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364219 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -35021880.000000 Penalty: 6396.412109
	Iteration 76Q: 3 clusters Score -3.502188e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363991 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -35021944.000000 Penalty: 6396.412109
	Iteration 77Q: 3 clusters Score -3.502194e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363767 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -35022044.000000 Penalty: 6396.412109
	Iteration 78Q: 3 clusters Score -3.502204e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363549 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -35022112.000000 Penalty: 6396.412109
	Iteration 79Q: 3 clusters Score -3.502211e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363321 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -35022092.000000 Penalty: 6396.412109
	Iteration 80F: 3 clusters Score -3.502209e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363101 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -35022108.000000 Penalty: 6396.412109
	Iteration 81Q: 3 clusters Score -3.502211e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362899 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -35022104.000000 Penalty: 6396.412109
	Iteration 82Q: 3 clusters Score -3.50221e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362700 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -35022136.000000 Penalty: 6396.412109
	Iteration 83Q: 3 clusters Score -3.502214e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362512 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -35022100.000000 Penalty: 6396.412109
	Iteration 84Q: 3 clusters Score -3.50221e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362314 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -35022040.000000 Penalty: 6396.412109
	Iteration 85Q: 3 clusters Score -3.502204e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362142 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -35022096.000000 Penalty: 6396.412109
	Iteration 86Q: 3 clusters Score -3.50221e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361964 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -35022104.000000 Penalty: 6396.412109
	Iteration 87Q: 3 clusters Score -3.50221e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361764 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -35022036.000000 Penalty: 6396.412109
	Iteration 88Q: 3 clusters Score -3.502204e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361567 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -35022036.000000 Penalty: 6396.412109
	Iteration 89Q: 3 clusters Score -3.502204e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361383 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -35022032.000000 Penalty: 6396.412109
	Iteration 90Q: 3 clusters Score -3.502203e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361197 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -35022052.000000 Penalty: 6396.412109
	Iteration 91Q: 3 clusters Score -3.502205e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361010 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -35022056.000000 Penalty: 6396.412109
	Iteration 92Q: 3 clusters Score -3.502206e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360809 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -35022032.000000 Penalty: 6396.412109
	Iteration 93Q: 3 clusters Score -3.502203e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360616 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -35022012.000000 Penalty: 6396.412109
	Iteration 94Q: 3 clusters Score -3.502201e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360419 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -35022056.000000 Penalty: 6396.412109
	Iteration 95Q: 3 clusters Score -3.502206e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360239 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -35022024.000000 Penalty: 6396.412109
	Iteration 96Q: 3 clusters Score -3.502202e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360082 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -35022080.000000 Penalty: 6396.412109
	Iteration 97Q: 3 clusters Score -3.502208e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359919 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -35022024.000000 Penalty: 6396.412109
	Iteration 98Q: 3 clusters Score -3.502202e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359796 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -35022080.000000 Penalty: 6396.412109
	Iteration 99Q: 3 clusters Score -3.502208e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359669 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -35022016.000000 Penalty: 6396.412109
	Iteration 100F: 3 clusters Score -3.502202e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359559 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -35021980.000000 Penalty: 6396.412109
	Iteration 101Q: 3 clusters Score -3.502198e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359443 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -35022016.000000 Penalty: 6396.412109
	Iteration 102Q: 3 clusters Score -3.502202e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359320 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -35022008.000000 Penalty: 6396.412109
	Iteration 103Q: 3 clusters Score -3.502201e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359203 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -35021964.000000 Penalty: 6396.412109
	Iteration 104Q: 3 clusters Score -3.502196e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359094 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -35021964.000000 Penalty: 6396.412109
	Iteration 105Q: 3 clusters Score -3.502196e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358993 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -35021900.000000 Penalty: 6396.412109
	Iteration 106Q: 3 clusters Score -3.50219e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358893 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -35021940.000000 Penalty: 6396.412109
	Iteration 107Q: 3 clusters Score -3.502194e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358801 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -35021912.000000 Penalty: 6396.412109
	Iteration 108Q: 3 clusters Score -3.502191e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358716 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -35021916.000000 Penalty: 6396.412109
	Iteration 109Q: 3 clusters Score -3.502192e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358644 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -35021980.000000 Penalty: 6396.412109
	Iteration 110Q: 3 clusters Score -3.502198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358576 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -35022004.000000 Penalty: 6396.412109
	Iteration 111Q: 3 clusters Score -3.5022e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358523 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -35022032.000000 Penalty: 6396.412109
	Iteration 112Q: 3 clusters Score -3.502203e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358477 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -35022008.000000 Penalty: 6396.412109
	Iteration 113Q: 3 clusters Score -3.502201e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358423 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -35022016.000000 Penalty: 6396.412109
	Iteration 114Q: 3 clusters Score -3.502202e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358370 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -35022032.000000 Penalty: 6396.412109
	Iteration 115Q: 3 clusters Score -3.502203e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358330 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -35022028.000000 Penalty: 6396.412109
	Iteration 116Q: 3 clusters Score -3.502203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358295 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -35022076.000000 Penalty: 6396.412109
	Iteration 117Q: 3 clusters Score -3.502208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358266 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -35022060.000000 Penalty: 6396.412109
	Iteration 118Q: 3 clusters Score -3.502206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358242 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -35022012.000000 Penalty: 6396.412109
	Iteration 119Q: 3 clusters Score -3.502201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358214 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -35022008.000000 Penalty: 6396.412109
	Iteration 120F: 3 clusters Score -3.502201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358180 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -35022000.000000 Penalty: 6396.412109
	Iteration 121Q: 3 clusters Score -3.5022e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358134 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -35022008.000000 Penalty: 6396.412109
	Iteration 122Q: 3 clusters Score -3.502201e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358095 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -35022028.000000 Penalty: 6396.412109
	Iteration 123Q: 3 clusters Score -3.502203e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358051 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -35022040.000000 Penalty: 6396.412109
	Iteration 124Q: 3 clusters Score -3.502204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358014 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -35022032.000000 Penalty: 6396.412109
	Iteration 125Q: 3 clusters Score -3.502203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357981 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -35022060.000000 Penalty: 6396.412109
	Iteration 126Q: 3 clusters Score -3.502206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357957 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -35022104.000000 Penalty: 6396.412109
	Iteration 127Q: 3 clusters Score -3.50221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357936 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -35022132.000000 Penalty: 6396.412109
	Iteration 128Q: 3 clusters Score -3.502213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357920 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -35022116.000000 Penalty: 6396.412109
	Iteration 129Q: 3 clusters Score -3.502212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357907 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -35022128.000000 Penalty: 6396.412109
	Iteration 130Q: 3 clusters Score -3.502213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357892 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -35022120.000000 Penalty: 6396.412109
	Iteration 131Q: 3 clusters Score -3.502212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357879 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -35022132.000000 Penalty: 6396.412109
	Iteration 132Q: 3 clusters Score -3.502213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357869 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -35022084.000000 Penalty: 6396.412109
	Iteration 133Q: 3 clusters Score -3.502208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357857 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -35022112.000000 Penalty: 6396.412109
	Iteration 134Q: 3 clusters Score -3.502211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357843 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -35022088.000000 Penalty: 6396.412109
	Iteration 135Q: 3 clusters Score -3.502209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357827 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -35022060.000000 Penalty: 6396.412109
	Iteration 136Q: 3 clusters Score -3.502206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357821 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -35022072.000000 Penalty: 6396.412109
	Iteration 137Q: 3 clusters Score -3.502207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357808 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -35022068.000000 Penalty: 6396.412109
	Iteration 138Q: 3 clusters Score -3.502207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357800 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -35022084.000000 Penalty: 6396.412109
	Iteration 139Q: 3 clusters Score -3.502208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357791 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -35022088.000000 Penalty: 6396.412109
	Iteration 140F: 3 clusters Score -3.502209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357782 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -35022080.000000 Penalty: 6396.412109
	Iteration 141Q: 3 clusters Score -3.502208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357766 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -35022080.000000 Penalty: 6396.412109
	Iteration 142Q: 3 clusters Score -3.502208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357744 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -35022060.000000 Penalty: 6396.412109
	Iteration 143Q: 3 clusters Score -3.502206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357727 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -35022076.000000 Penalty: 6396.412109
	Iteration 144Q: 3 clusters Score -3.502208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357710 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -35022072.000000 Penalty: 6396.412109
	Iteration 145Q: 3 clusters Score -3.502207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357699 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -35022100.000000 Penalty: 6396.412109
	Iteration 146Q: 3 clusters Score -3.50221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357685 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -35022108.000000 Penalty: 6396.412109
	Iteration 147Q: 3 clusters Score -3.502211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357675 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -35022072.000000 Penalty: 6396.412109
	Iteration 148Q: 3 clusters Score -3.502207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357667 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -35022072.000000 Penalty: 6396.412109
	Iteration 149Q: 3 clusters Score -3.502207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357659 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -35022056.000000 Penalty: 6396.412109
	Iteration 150Q: 3 clusters Score -3.502206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357651 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -35022076.000000 Penalty: 6396.412109
	Iteration 151Q: 3 clusters Score -3.502208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357647 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -35022080.000000 Penalty: 6396.412109
	Iteration 152Q: 3 clusters Score -3.502208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357640 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -35022064.000000 Penalty: 6396.412109
	Iteration 153Q: 3 clusters Score -3.502206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357634 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -35022080.000000 Penalty: 6396.412109
	Iteration 154Q: 3 clusters Score -3.502208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357626 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -35022092.000000 Penalty: 6396.412109
	Iteration 155Q: 3 clusters Score -3.502209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357621 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -35022052.000000 Penalty: 6396.412109
	Iteration 156Q: 3 clusters Score -3.502205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357612 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -35022052.000000 Penalty: 6396.412109
	Iteration 157Q: 3 clusters Score -3.502205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357609 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -35022076.000000 Penalty: 6396.412109
	Iteration 158Q: 3 clusters Score -3.502208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357606 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -35022072.000000 Penalty: 6396.412109
	Iteration 159Q: 3 clusters Score -3.502207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357603 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -35022104.000000 Penalty: 6396.412109
	Iteration 160F: 3 clusters Score -3.50221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357598 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -35022080.000000 Penalty: 6396.412109
	Iteration 161Q: 3 clusters Score -3.502208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357589 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -35022048.000000 Penalty: 6396.412109
	Iteration 162Q: 3 clusters Score -3.502205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357582 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -35022064.000000 Penalty: 6396.412109
	Iteration 163Q: 3 clusters Score -3.502206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357574 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -35022064.000000 Penalty: 6396.412109
	Iteration 164Q: 3 clusters Score -3.502206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357566 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -35022056.000000 Penalty: 6396.412109
	Iteration 165Q: 3 clusters Score -3.502206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357558 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -35022052.000000 Penalty: 6396.412109
	Iteration 166Q: 3 clusters Score -3.502205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357549 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -35022052.000000 Penalty: 6396.412109
	Iteration 167Q: 3 clusters Score -3.502205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357545 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -35022072.000000 Penalty: 6396.412109
	Iteration 168Q: 3 clusters Score -3.502207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357541 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -35022076.000000 Penalty: 6396.412109
	Iteration 169Q: 3 clusters Score -3.502208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357538 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -35022048.000000 Penalty: 6396.412109
	Iteration 170Q: 3 clusters Score -3.502205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357536 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -35022052.000000 Penalty: 6396.412109
	Iteration 171Q: 3 clusters Score -3.502205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357536 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -35022052.000000 Penalty: 6396.412109
	Iteration 172F: 3 clusters Score -3.502205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 6976 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 23585 members 
Mstep: Class 7 contains 411218 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 17662 members 
Mstep: Class 10 contains 11584 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14068 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 52545 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 99256 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 6193 members 
Mstep: Class 25 contains 357536 members 
Mstep: Class 26 contains 9212 members 
Mstep: Class 27 contains 6817 members 
Mstep: Class 28 contains 10847 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 6566 members 
Mstep: Class 31 contains 12980 members 
Mstep: Class 32 contains 36206 members 
Mstep: Class 33 contains 6882 members 
Mstep: Class 34 contains 14382 members 
Mstep: Class 35 contains 21950 members 
Mstep: Class 36 contains 41175 members 
Entering Unmasked Estep 
Score: -113000760.000000 Penalty: 125895.968750
Splitting cluster 25 changes total score from -112998016.000000 to -113000760.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (9212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Entering Unmasked Estep 
Score: -766408.187500 Penalty: 2263.809082
	Iteration 0F: 2 clusters Score -766408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -759209.687500 Penalty: 4527.618164
	Iteration 0F: 3 clusters Score -759209.7 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -761265.875000 Penalty: 4527.618164
	Iteration 1F: 3 clusters Score -761265.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -761711.562500 Penalty: 4527.618164
	Iteration 2F: 3 clusters Score -761711.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -762194.500000 Penalty: 4527.618164
	Iteration 3F: 3 clusters Score -762194.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -762738.125000 Penalty: 4527.618164
	Iteration 4F: 3 clusters Score -762738.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -763300.937500 Penalty: 4527.618164
	Iteration 5F: 3 clusters Score -763300.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -763770.687500 Penalty: 4527.618164
	Iteration 6F: 3 clusters Score -763770.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -764176.437500 Penalty: 4527.618164
	Iteration 7F: 3 clusters Score -764176.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -764472.812500 Penalty: 4527.618164
	Iteration 8Q: 3 clusters Score -764472.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -764736.000000 Penalty: 4527.618164
	Iteration 9Q: 3 clusters Score -764736 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -764967.437500 Penalty: 4527.618164
	Iteration 10Q: 3 clusters Score -764967.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -765189.687500 Penalty: 4527.618164
	Iteration 11Q: 3 clusters Score -765189.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -765390.937500 Penalty: 4527.618164
	Iteration 12Q: 3 clusters Score -765390.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -765505.250000 Penalty: 4527.618164
	Iteration 13Q: 3 clusters Score -765505.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -765586.062500 Penalty: 4527.618164
	Iteration 14Q: 3 clusters Score -765586.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -765638.750000 Penalty: 4527.618164
	Iteration 15Q: 3 clusters Score -765638.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -765665.625000 Penalty: 4527.618164
	Iteration 16Q: 3 clusters Score -765665.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -765679.250000 Penalty: 4527.618164
	Iteration 17Q: 3 clusters Score -765679.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -765685.250000 Penalty: 4527.618164
	Iteration 18Q: 3 clusters Score -765685.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -765690.937500 Penalty: 4527.618164
	Iteration 19Q: 3 clusters Score -765690.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -765694.625000 Penalty: 4527.618164
	Iteration 20F: 3 clusters Score -765694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -765696.500000 Penalty: 4527.618164
	Iteration 21Q: 3 clusters Score -765696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -765698.875000 Penalty: 4527.618164
	Iteration 22Q: 3 clusters Score -765698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -765698.625000 Penalty: 4527.618164
	Iteration 23Q: 3 clusters Score -765698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -765698.625000 Penalty: 4527.618164
	Iteration 24F: 3 clusters Score -765698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Entering Unmasked Estep 
Score: -573201.875000 Penalty: 2189.139404
	Iteration 0F: 2 clusters Score -573201.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -567553.312500 Penalty: 4378.278809
	Iteration 0F: 3 clusters Score -567553.3 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -569171.937500 Penalty: 4378.278809
	Iteration 1F: 3 clusters Score -569171.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -569514.625000 Penalty: 4378.278809
	Iteration 2F: 3 clusters Score -569514.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -569777.500000 Penalty: 4378.278809
	Iteration 3F: 3 clusters Score -569777.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -569979.000000 Penalty: 4378.278809
	Iteration 4Q: 3 clusters Score -569979 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -570128.812500 Penalty: 4378.278809
	Iteration 5Q: 3 clusters Score -570128.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -570249.812500 Penalty: 4378.278809
	Iteration 6Q: 3 clusters Score -570249.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -570358.000000 Penalty: 4378.278809
	Iteration 7Q: 3 clusters Score -570358 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -570443.812500 Penalty: 4378.278809
	Iteration 8Q: 3 clusters Score -570443.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -570535.250000 Penalty: 4378.278809
	Iteration 9Q: 3 clusters Score -570535.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -570605.812500 Penalty: 4378.278809
	Iteration 10Q: 3 clusters Score -570605.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -570675.562500 Penalty: 4378.278809
	Iteration 11Q: 3 clusters Score -570675.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -570744.750000 Penalty: 4378.278809
	Iteration 12Q: 3 clusters Score -570744.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -570820.625000 Penalty: 4378.278809
	Iteration 13Q: 3 clusters Score -570820.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -570903.625000 Penalty: 4378.278809
	Iteration 14Q: 3 clusters Score -570903.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -571005.062500 Penalty: 4378.278809
	Iteration 15Q: 3 clusters Score -571005.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -571126.687500 Penalty: 4378.278809
	Iteration 16Q: 3 clusters Score -571126.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -571252.312500 Penalty: 4378.278809
	Iteration 17Q: 3 clusters Score -571252.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -571406.625000 Penalty: 4378.278809
	Iteration 18Q: 3 clusters Score -571406.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -571579.437500 Penalty: 4378.278809
	Iteration 19Q: 3 clusters Score -571579.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -571772.687500 Penalty: 4378.278809
	Iteration 20F: 3 clusters Score -571772.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -572006.937500 Penalty: 4378.278809
	Iteration 21Q: 3 clusters Score -572006.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -572221.250000 Penalty: 4378.278809
	Iteration 22Q: 3 clusters Score -572221.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -572354.812500 Penalty: 4378.278809
	Iteration 23Q: 3 clusters Score -572354.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -572422.750000 Penalty: 4378.278809
	Iteration 24Q: 3 clusters Score -572422.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -572456.875000 Penalty: 4378.278809
	Iteration 25Q: 3 clusters Score -572456.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -572476.312500 Penalty: 4378.278809
	Iteration 26Q: 3 clusters Score -572476.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -572488.312500 Penalty: 4378.278809
	Iteration 27Q: 3 clusters Score -572488.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -572495.687500 Penalty: 4378.278809
	Iteration 28Q: 3 clusters Score -572495.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -572499.750000 Penalty: 4378.278809
	Iteration 29Q: 3 clusters Score -572499.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -572501.875000 Penalty: 4378.278809
	Iteration 30Q: 3 clusters Score -572501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -572505.500000 Penalty: 4378.278809
	Iteration 31Q: 3 clusters Score -572505.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -572509.250000 Penalty: 4378.278809
	Iteration 32Q: 3 clusters Score -572509.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -572513.625000 Penalty: 4378.278809
	Iteration 33Q: 3 clusters Score -572513.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -572514.687500 Penalty: 4378.278809
	Iteration 34Q: 3 clusters Score -572514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -572516.750000 Penalty: 4378.278809
	Iteration 35Q: 3 clusters Score -572516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -572518.937500 Penalty: 4378.278809
	Iteration 36Q: 3 clusters Score -572518.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -572518.812500 Penalty: 4378.278809
	Iteration 37Q: 3 clusters Score -572518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -572518.000000 Penalty: 4378.278809
	Iteration 38Q: 3 clusters Score -572518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -572519.375000 Penalty: 4378.278809
	Iteration 39Q: 3 clusters Score -572519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -572520.750000 Penalty: 4378.278809
	Iteration 40F: 3 clusters Score -572520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -572519.562500 Penalty: 4378.278809
	Iteration 41Q: 3 clusters Score -572519.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -572520.625000 Penalty: 4378.278809
	Iteration 42Q: 3 clusters Score -572520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -572522.562500 Penalty: 4378.278809
	Iteration 43Q: 3 clusters Score -572522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -572521.812500 Penalty: 4378.278809
	Iteration 44Q: 3 clusters Score -572521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -572522.375000 Penalty: 4378.278809
	Iteration 45Q: 3 clusters Score -572522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -572523.187500 Penalty: 4378.278809
	Iteration 46Q: 3 clusters Score -572523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -572524.062500 Penalty: 4378.278809
	Iteration 47Q: 3 clusters Score -572524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -572523.312500 Penalty: 4378.278809
	Iteration 48Q: 3 clusters Score -572523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -572523.250000 Penalty: 4378.278809
	Iteration 49Q: 3 clusters Score -572523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -572523.125000 Penalty: 4378.278809
	Iteration 50Q: 3 clusters Score -572523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -572523.125000 Penalty: 4378.278809
	Iteration 51Q: 3 clusters Score -572523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -572523.375000 Penalty: 4378.278809
	Iteration 52Q: 3 clusters Score -572523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -572523.375000 Penalty: 4378.278809
	Iteration 53F: 3 clusters Score -572523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Entering Unmasked Estep 
Score: -925320.312500 Penalty: 2304.327637
	Iteration 0F: 2 clusters Score -925320.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -917094.875000 Penalty: 4608.655273
	Iteration 0F: 3 clusters Score -917094.9 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -919625.875000 Penalty: 4608.655273
	Iteration 1F: 3 clusters Score -919625.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -920011.375000 Penalty: 4608.655273
	Iteration 2F: 3 clusters Score -920011.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -920403.125000 Penalty: 4608.655273
	Iteration 3F: 3 clusters Score -920403.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -920769.750000 Penalty: 4608.655273
	Iteration 4F: 3 clusters Score -920769.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -921121.375000 Penalty: 4608.655273
	Iteration 5F: 3 clusters Score -921121.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -921544.312500 Penalty: 4608.655273
	Iteration 6F: 3 clusters Score -921544.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -922056.875000 Penalty: 4608.655273
	Iteration 7F: 3 clusters Score -922056.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -922658.312500 Penalty: 4608.655273
	Iteration 8F: 3 clusters Score -922658.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -923239.000000 Penalty: 4608.655273
	Iteration 9Q: 3 clusters Score -923239 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -923655.937500 Penalty: 4608.655273
	Iteration 10Q: 3 clusters Score -923655.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -923858.437500 Penalty: 4608.655273
	Iteration 11Q: 3 clusters Score -923858.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -923972.187500 Penalty: 4608.655273
	Iteration 12Q: 3 clusters Score -923972.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -924045.500000 Penalty: 4608.655273
	Iteration 13Q: 3 clusters Score -924045.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -924077.875000 Penalty: 4608.655273
	Iteration 14Q: 3 clusters Score -924077.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -924104.125000 Penalty: 4608.655273
	Iteration 15Q: 3 clusters Score -924104.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -924127.000000 Penalty: 4608.655273
	Iteration 16Q: 3 clusters Score -924127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -924142.187500 Penalty: 4608.655273
	Iteration 17Q: 3 clusters Score -924142.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -924156.625000 Penalty: 4608.655273
	Iteration 18Q: 3 clusters Score -924156.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -924171.812500 Penalty: 4608.655273
	Iteration 19Q: 3 clusters Score -924171.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -924189.562500 Penalty: 4608.655273
	Iteration 20F: 3 clusters Score -924189.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -924203.125000 Penalty: 4608.655273
	Iteration 21Q: 3 clusters Score -924203.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -924216.500000 Penalty: 4608.655273
	Iteration 22Q: 3 clusters Score -924216.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -924223.687500 Penalty: 4608.655273
	Iteration 23Q: 3 clusters Score -924223.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -924229.062500 Penalty: 4608.655273
	Iteration 24Q: 3 clusters Score -924229.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -924232.625000 Penalty: 4608.655273
	Iteration 25Q: 3 clusters Score -924232.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -924241.125000 Penalty: 4608.655273
	Iteration 26Q: 3 clusters Score -924241.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -924247.062500 Penalty: 4608.655273
	Iteration 27Q: 3 clusters Score -924247.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -924253.312500 Penalty: 4608.655273
	Iteration 28Q: 3 clusters Score -924253.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -924259.125000 Penalty: 4608.655273
	Iteration 29Q: 3 clusters Score -924259.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -924265.062500 Penalty: 4608.655273
	Iteration 30Q: 3 clusters Score -924265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -924268.000000 Penalty: 4608.655273
	Iteration 31Q: 3 clusters Score -924268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -924271.250000 Penalty: 4608.655273
	Iteration 32Q: 3 clusters Score -924271.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -924270.500000 Penalty: 4608.655273
	Iteration 33Q: 3 clusters Score -924270.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -924277.750000 Penalty: 4608.655273
	Iteration 34Q: 3 clusters Score -924277.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -924282.187500 Penalty: 4608.655273
	Iteration 35Q: 3 clusters Score -924282.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -924286.875000 Penalty: 4608.655273
	Iteration 36Q: 3 clusters Score -924286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -924287.250000 Penalty: 4608.655273
	Iteration 37Q: 3 clusters Score -924287.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -924287.250000 Penalty: 4608.655273
	Iteration 38Q: 3 clusters Score -924287.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -924291.562500 Penalty: 4608.655273
	Iteration 39Q: 3 clusters Score -924291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -924294.312500 Penalty: 4608.655273
	Iteration 40F: 3 clusters Score -924294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -924296.250000 Penalty: 4608.655273
	Iteration 41Q: 3 clusters Score -924296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -924296.000000 Penalty: 4608.655273
	Iteration 42Q: 3 clusters Score -924296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -924297.687500 Penalty: 4608.655273
	Iteration 43Q: 3 clusters Score -924297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -924298.812500 Penalty: 4608.655273
	Iteration 44Q: 3 clusters Score -924298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -924300.875000 Penalty: 4608.655273
	Iteration 45Q: 3 clusters Score -924300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -924299.500000 Penalty: 4608.655273
	Iteration 46Q: 3 clusters Score -924299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -924299.250000 Penalty: 4608.655273
	Iteration 47Q: 3 clusters Score -924299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -924299.125000 Penalty: 4608.655273
	Iteration 48Q: 3 clusters Score -924299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -924299.937500 Penalty: 4608.655273
	Iteration 49Q: 3 clusters Score -924299.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -924301.062500 Penalty: 4608.655273
	Iteration 50Q: 3 clusters Score -924301.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -924301.062500 Penalty: 4608.655273
	Iteration 51F: 3 clusters Score -924301.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -298530.437500 Penalty: 2025.714478
	Iteration 0F: 2 clusters Score -298530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -294988.968750 Penalty: 4051.428955
	Iteration 0F: 3 clusters Score -294989 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -295961.687500 Penalty: 4051.428955
	Iteration 1F: 3 clusters Score -295961.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -296297.593750 Penalty: 4051.428955
	Iteration 2F: 3 clusters Score -296297.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -296522.031250 Penalty: 4051.428955
	Iteration 3F: 3 clusters Score -296522 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -296693.656250 Penalty: 4051.428955
	Iteration 4Q: 3 clusters Score -296693.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -296806.687500 Penalty: 4051.428955
	Iteration 5Q: 3 clusters Score -296806.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -296884.187500 Penalty: 4051.428955
	Iteration 6Q: 3 clusters Score -296884.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -296944.125000 Penalty: 4051.428955
	Iteration 7Q: 3 clusters Score -296944.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -296986.250000 Penalty: 4051.428955
	Iteration 8Q: 3 clusters Score -296986.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -297012.406250 Penalty: 4051.428955
	Iteration 9Q: 3 clusters Score -297012.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -297034.812500 Penalty: 4051.428955
	Iteration 10Q: 3 clusters Score -297034.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -297059.656250 Penalty: 4051.428955
	Iteration 11Q: 3 clusters Score -297059.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -297077.031250 Penalty: 4051.428955
	Iteration 12Q: 3 clusters Score -297077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -297088.312500 Penalty: 4051.428955
	Iteration 13Q: 3 clusters Score -297088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -297095.281250 Penalty: 4051.428955
	Iteration 14Q: 3 clusters Score -297095.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -297100.750000 Penalty: 4051.428955
	Iteration 15Q: 3 clusters Score -297100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -297104.468750 Penalty: 4051.428955
	Iteration 16Q: 3 clusters Score -297104.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -297108.406250 Penalty: 4051.428955
	Iteration 17Q: 3 clusters Score -297108.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -297111.406250 Penalty: 4051.428955
	Iteration 18Q: 3 clusters Score -297111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -297114.281250 Penalty: 4051.428955
	Iteration 19Q: 3 clusters Score -297114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -297117.781250 Penalty: 4051.428955
	Iteration 20F: 3 clusters Score -297117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -297119.281250 Penalty: 4051.428955
	Iteration 21Q: 3 clusters Score -297119.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -297121.968750 Penalty: 4051.428955
	Iteration 22Q: 3 clusters Score -297122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -297125.468750 Penalty: 4051.428955
	Iteration 23Q: 3 clusters Score -297125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -297127.906250 Penalty: 4051.428955
	Iteration 24Q: 3 clusters Score -297127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -297129.437500 Penalty: 4051.428955
	Iteration 25Q: 3 clusters Score -297129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -297130.625000 Penalty: 4051.428955
	Iteration 26Q: 3 clusters Score -297130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -297131.906250 Penalty: 4051.428955
	Iteration 27Q: 3 clusters Score -297131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -297132.218750 Penalty: 4051.428955
	Iteration 28Q: 3 clusters Score -297132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -297132.875000 Penalty: 4051.428955
	Iteration 29Q: 3 clusters Score -297132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -297132.875000 Penalty: 4051.428955
	Iteration 30F: 3 clusters Score -297132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -534015.062500 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -534015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -528543.562500 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -528543.6 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -529995.687500 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -529995.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -530402.000000 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -530402 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -530794.187500 Penalty: 4359.671387
	Iteration 3F: 3 clusters Score -530794.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -531267.937500 Penalty: 4359.671387
	Iteration 4F: 3 clusters Score -531267.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -531803.937500 Penalty: 4359.671387
	Iteration 5F: 3 clusters Score -531803.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -532286.562500 Penalty: 4359.671387
	Iteration 6F: 3 clusters Score -532286.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -532748.812500 Penalty: 4359.671387
	Iteration 7F: 3 clusters Score -532748.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -533284.812500 Penalty: 4359.671387
	Iteration 8F: 3 clusters Score -533284.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -533884.062500 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -533884.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -534350.062500 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -534350.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -534656.750000 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -534656.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -534867.750000 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -534867.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -535031.125000 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -535031.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -535107.687500 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -535107.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -535129.437500 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -535129.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -535134.687500 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -535134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -535137.000000 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -535137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -535136.937500 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -535136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -535136.812500 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -535136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -535138.812500 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -535138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 6976 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 23585 members 
Mstep: Class 7 contains 411218 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 17662 members 
Mstep: Class 10 contains 11584 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14068 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 52545 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 99256 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 6193 members 
Mstep: Class 25 contains 357536 members 
Mstep: Class 26 contains 9212 members 
Mstep: Class 27 contains 6817 members 
Mstep: Class 28 contains 10847 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 12980 members 
Mstep: Class 32 contains 36206 members 
Mstep: Class 33 contains 6882 members 
Mstep: Class 34 contains 14382 members 
Mstep: Class 35 contains 21950 members 
Mstep: Class 36 contains 41175 members 
Mstep: Class 37 contains 4163 members 
Entering Unmasked Estep 
Score: -113000744.000000 Penalty: 129393.078125
Splitting cluster 30 changes total score from -112998016.000000 to -113000744.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 31 (12980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Entering Unmasked Estep 
Score: -1186343.125000 Penalty: 2348.848877
	Iteration 0F: 2 clusters Score -1186343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1176690.250000 Penalty: 4697.697754
	Iteration 0F: 3 clusters Score -1176690 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1179644.125000 Penalty: 4697.697754
	Iteration 1F: 3 clusters Score -1179644 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1179940.000000 Penalty: 4697.697754
	Iteration 2F: 3 clusters Score -1179940 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1180168.000000 Penalty: 4697.697754
	Iteration 3Q: 3 clusters Score -1180168 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1180346.125000 Penalty: 4697.697754
	Iteration 4Q: 3 clusters Score -1180346 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1180474.125000 Penalty: 4697.697754
	Iteration 5Q: 3 clusters Score -1180474 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1180590.875000 Penalty: 4697.697754
	Iteration 6Q: 3 clusters Score -1180591 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1180703.125000 Penalty: 4697.697754
	Iteration 7Q: 3 clusters Score -1180703 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1180839.125000 Penalty: 4697.697754
	Iteration 8Q: 3 clusters Score -1180839 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1181006.500000 Penalty: 4697.697754
	Iteration 9Q: 3 clusters Score -1181006 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1181205.625000 Penalty: 4697.697754
	Iteration 10Q: 3 clusters Score -1181206 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1181425.875000 Penalty: 4697.697754
	Iteration 11Q: 3 clusters Score -1181426 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1181722.500000 Penalty: 4697.697754
	Iteration 12Q: 3 clusters Score -1181722 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1182109.625000 Penalty: 4697.697754
	Iteration 13Q: 3 clusters Score -1182110 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1182604.750000 Penalty: 4697.697754
	Iteration 14Q: 3 clusters Score -1182605 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1183041.750000 Penalty: 4697.697754
	Iteration 15Q: 3 clusters Score -1183042 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1183385.125000 Penalty: 4697.697754
	Iteration 16Q: 3 clusters Score -1183385 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1183629.250000 Penalty: 4697.697754
	Iteration 17Q: 3 clusters Score -1183629 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1183780.500000 Penalty: 4697.697754
	Iteration 18Q: 3 clusters Score -1183780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1183883.000000 Penalty: 4697.697754
	Iteration 19Q: 3 clusters Score -1183883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1183959.500000 Penalty: 4697.697754
	Iteration 20F: 3 clusters Score -1183960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1184007.500000 Penalty: 4697.697754
	Iteration 21Q: 3 clusters Score -1184008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1184061.500000 Penalty: 4697.697754
	Iteration 22Q: 3 clusters Score -1184062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1184096.250000 Penalty: 4697.697754
	Iteration 23Q: 3 clusters Score -1184096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1184118.750000 Penalty: 4697.697754
	Iteration 24Q: 3 clusters Score -1184119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1184143.125000 Penalty: 4697.697754
	Iteration 25Q: 3 clusters Score -1184143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1184153.125000 Penalty: 4697.697754
	Iteration 26Q: 3 clusters Score -1184153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1184166.500000 Penalty: 4697.697754
	Iteration 27Q: 3 clusters Score -1184166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1184185.000000 Penalty: 4697.697754
	Iteration 28Q: 3 clusters Score -1184185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1184193.000000 Penalty: 4697.697754
	Iteration 29Q: 3 clusters Score -1184193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1184198.000000 Penalty: 4697.697754
	Iteration 30Q: 3 clusters Score -1184198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1184201.750000 Penalty: 4697.697754
	Iteration 31Q: 3 clusters Score -1184202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1184206.500000 Penalty: 4697.697754
	Iteration 32Q: 3 clusters Score -1184206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1184208.250000 Penalty: 4697.697754
	Iteration 33Q: 3 clusters Score -1184208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1184210.000000 Penalty: 4697.697754
	Iteration 34Q: 3 clusters Score -1184210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1184210.375000 Penalty: 4697.697754
	Iteration 35Q: 3 clusters Score -1184210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1184211.750000 Penalty: 4697.697754
	Iteration 36Q: 3 clusters Score -1184212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1184213.375000 Penalty: 4697.697754
	Iteration 37Q: 3 clusters Score -1184213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1184215.875000 Penalty: 4697.697754
	Iteration 38Q: 3 clusters Score -1184216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1184215.250000 Penalty: 4697.697754
	Iteration 39Q: 3 clusters Score -1184215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1184214.500000 Penalty: 4697.697754
	Iteration 40F: 3 clusters Score -1184214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1184215.000000 Penalty: 4697.697754
	Iteration 41Q: 3 clusters Score -1184215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1184215.500000 Penalty: 4697.697754
	Iteration 42Q: 3 clusters Score -1184216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1184215.875000 Penalty: 4697.697754
	Iteration 43Q: 3 clusters Score -1184216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1184216.000000 Penalty: 4697.697754
	Iteration 44Q: 3 clusters Score -1184216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1184220.125000 Penalty: 4697.697754
	Iteration 45Q: 3 clusters Score -1184220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1184221.250000 Penalty: 4697.697754
	Iteration 46Q: 3 clusters Score -1184221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1184221.375000 Penalty: 4697.697754
	Iteration 47Q: 3 clusters Score -1184221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1184222.375000 Penalty: 4697.697754
	Iteration 48Q: 3 clusters Score -1184222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1184227.250000 Penalty: 4697.697754
	Iteration 49Q: 3 clusters Score -1184227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1184228.750000 Penalty: 4697.697754
	Iteration 50Q: 3 clusters Score -1184229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1184229.500000 Penalty: 4697.697754
	Iteration 51Q: 3 clusters Score -1184230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1184230.125000 Penalty: 4697.697754
	Iteration 52Q: 3 clusters Score -1184230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1184230.000000 Penalty: 4697.697754
	Iteration 53Q: 3 clusters Score -1184230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1184231.250000 Penalty: 4697.697754
	Iteration 54Q: 3 clusters Score -1184231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1184232.375000 Penalty: 4697.697754
	Iteration 55Q: 3 clusters Score -1184232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1184233.500000 Penalty: 4697.697754
	Iteration 56Q: 3 clusters Score -1184234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1184235.125000 Penalty: 4697.697754
	Iteration 57Q: 3 clusters Score -1184235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1184236.125000 Penalty: 4697.697754
	Iteration 58Q: 3 clusters Score -1184236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1184236.125000 Penalty: 4697.697754
	Iteration 59Q: 3 clusters Score -1184236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1184236.750000 Penalty: 4697.697754
	Iteration 60F: 3 clusters Score -1184237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Entering Unmasked Estep 
Score: -3182040.250000 Penalty: 2603.250977
	Iteration 0F: 2 clusters Score -3182040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3157357.750000 Penalty: 5206.501953
	Iteration 0F: 3 clusters Score -3157358 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3166353.500000 Penalty: 5206.501953
	Iteration 1F: 3 clusters Score -3166354 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3166896.750000 Penalty: 5206.501953
	Iteration 2Q: 3 clusters Score -3166897 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3167442.500000 Penalty: 5206.501953
	Iteration 3Q: 3 clusters Score -3167442 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3168010.000000 Penalty: 5206.501953
	Iteration 4Q: 3 clusters Score -3168010 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3168758.000000 Penalty: 5206.501953
	Iteration 5Q: 3 clusters Score -3168758 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3169751.250000 Penalty: 5206.501953
	Iteration 6F: 3 clusters Score -3169751 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3171117.000000 Penalty: 5206.501953
	Iteration 7F: 3 clusters Score -3171117 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3173042.500000 Penalty: 5206.501953
	Iteration 8F: 3 clusters Score -3173042 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3175336.250000 Penalty: 5206.501953
	Iteration 9F: 3 clusters Score -3175336 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3177304.500000 Penalty: 5206.501953
	Iteration 10F: 3 clusters Score -3177304 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3178884.000000 Penalty: 5206.501953
	Iteration 11Q: 3 clusters Score -3178884 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3180198.750000 Penalty: 5206.501953
	Iteration 12Q: 3 clusters Score -3180199 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3180783.250000 Penalty: 5206.501953
	Iteration 13Q: 3 clusters Score -3180783 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3180969.250000 Penalty: 5206.501953
	Iteration 14Q: 3 clusters Score -3180969 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3181053.000000 Penalty: 5206.501953
	Iteration 15Q: 3 clusters Score -3181053 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3181091.500000 Penalty: 5206.501953
	Iteration 16Q: 3 clusters Score -3181092 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3181131.000000 Penalty: 5206.501953
	Iteration 17Q: 3 clusters Score -3181131 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3181154.000000 Penalty: 5206.501953
	Iteration 18Q: 3 clusters Score -3181154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3181157.250000 Penalty: 5206.501953
	Iteration 19Q: 3 clusters Score -3181157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -3181173.000000 Penalty: 5206.501953
	Iteration 20F: 3 clusters Score -3181173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3181181.250000 Penalty: 5206.501953
	Iteration 21Q: 3 clusters Score -3181181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3181187.500000 Penalty: 5206.501953
	Iteration 22Q: 3 clusters Score -3181188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3181188.500000 Penalty: 5206.501953
	Iteration 23Q: 3 clusters Score -3181188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3181195.750000 Penalty: 5206.501953
	Iteration 24Q: 3 clusters Score -3181196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3181197.500000 Penalty: 5206.501953
	Iteration 25Q: 3 clusters Score -3181198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3181199.500000 Penalty: 5206.501953
	Iteration 26Q: 3 clusters Score -3181200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3181197.250000 Penalty: 5206.501953
	Iteration 27Q: 3 clusters Score -3181197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3181203.750000 Penalty: 5206.501953
	Iteration 28Q: 3 clusters Score -3181204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3181206.250000 Penalty: 5206.501953
	Iteration 29Q: 3 clusters Score -3181206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3181205.500000 Penalty: 5206.501953
	Iteration 30Q: 3 clusters Score -3181206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3181201.500000 Penalty: 5206.501953
	Iteration 31Q: 3 clusters Score -3181202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3181209.250000 Penalty: 5206.501953
	Iteration 32Q: 3 clusters Score -3181209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3181207.000000 Penalty: 5206.501953
	Iteration 33Q: 3 clusters Score -3181207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3181211.250000 Penalty: 5206.501953
	Iteration 34Q: 3 clusters Score -3181211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3181208.750000 Penalty: 5206.501953
	Iteration 35Q: 3 clusters Score -3181209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3181203.250000 Penalty: 5206.501953
	Iteration 36Q: 3 clusters Score -3181203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3181203.000000 Penalty: 5206.501953
	Iteration 37Q: 3 clusters Score -3181203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3181203.250000 Penalty: 5206.501953
	Iteration 38Q: 3 clusters Score -3181203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3181202.250000 Penalty: 5206.501953
	Iteration 39Q: 3 clusters Score -3181202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3181204.000000 Penalty: 5206.501953
	Iteration 40F: 3 clusters Score -3181204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3181200.750000 Penalty: 5206.501953
	Iteration 41Q: 3 clusters Score -3181201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3181207.000000 Penalty: 5206.501953
	Iteration 42Q: 3 clusters Score -3181207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3181204.750000 Penalty: 5206.501953
	Iteration 43Q: 3 clusters Score -3181205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3181203.250000 Penalty: 5206.501953
	Iteration 44Q: 3 clusters Score -3181203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3181205.500000 Penalty: 5206.501953
	Iteration 45Q: 3 clusters Score -3181206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3181207.750000 Penalty: 5206.501953
	Iteration 46Q: 3 clusters Score -3181208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3181211.000000 Penalty: 5206.501953
	Iteration 47Q: 3 clusters Score -3181211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3181206.750000 Penalty: 5206.501953
	Iteration 48Q: 3 clusters Score -3181207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3181212.250000 Penalty: 5206.501953
	Iteration 49Q: 3 clusters Score -3181212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3181214.750000 Penalty: 5206.501953
	Iteration 50Q: 3 clusters Score -3181215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3181210.000000 Penalty: 5206.501953
	Iteration 51Q: 3 clusters Score -3181210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3181214.500000 Penalty: 5206.501953
	Iteration 52Q: 3 clusters Score -3181214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3181216.500000 Penalty: 5206.501953
	Iteration 53Q: 3 clusters Score -3181216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3181217.000000 Penalty: 5206.501953
	Iteration 54Q: 3 clusters Score -3181217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3181227.500000 Penalty: 5206.501953
	Iteration 55Q: 3 clusters Score -3181228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3181224.750000 Penalty: 5206.501953
	Iteration 56Q: 3 clusters Score -3181225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3181225.250000 Penalty: 5206.501953
	Iteration 57Q: 3 clusters Score -3181225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3181224.500000 Penalty: 5206.501953
	Iteration 58Q: 3 clusters Score -3181224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3181225.500000 Penalty: 5206.501953
	Iteration 59Q: 3 clusters Score -3181226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3181229.000000 Penalty: 5206.501953
	Iteration 60F: 3 clusters Score -3181229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3181226.000000 Penalty: 5206.501953
	Iteration 61Q: 3 clusters Score -3181226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3181221.500000 Penalty: 5206.501953
	Iteration 62Q: 3 clusters Score -3181222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3181225.250000 Penalty: 5206.501953
	Iteration 63Q: 3 clusters Score -3181225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3181228.000000 Penalty: 5206.501953
	Iteration 64Q: 3 clusters Score -3181228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3181231.750000 Penalty: 5206.501953
	Iteration 65Q: 3 clusters Score -3181232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3181230.750000 Penalty: 5206.501953
	Iteration 66Q: 3 clusters Score -3181231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3181230.750000 Penalty: 5206.501953
	Iteration 67Q: 3 clusters Score -3181231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3181229.000000 Penalty: 5206.501953
	Iteration 68Q: 3 clusters Score -3181229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3181229.000000 Penalty: 5206.501953
	Iteration 69F: 3 clusters Score -3181229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Entering Unmasked Estep 
Score: -568033.125000 Penalty: 2191.492676
	Iteration 0F: 2 clusters Score -568033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -562389.375000 Penalty: 4382.985352
	Iteration 0F: 3 clusters Score -562389.4 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -563828.375000 Penalty: 4382.985352
	Iteration 1F: 3 clusters Score -563828.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -564145.937500 Penalty: 4382.985352
	Iteration 2F: 3 clusters Score -564145.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -564396.000000 Penalty: 4382.985352
	Iteration 3F: 3 clusters Score -564396 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -564692.812500 Penalty: 4382.985352
	Iteration 4F: 3 clusters Score -564692.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -564986.875000 Penalty: 4382.985352
	Iteration 5F: 3 clusters Score -564986.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -565297.125000 Penalty: 4382.985352
	Iteration 6F: 3 clusters Score -565297.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -565581.562500 Penalty: 4382.985352
	Iteration 7F: 3 clusters Score -565581.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -565797.437500 Penalty: 4382.985352
	Iteration 8Q: 3 clusters Score -565797.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -565951.812500 Penalty: 4382.985352
	Iteration 9Q: 3 clusters Score -565951.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -566053.687500 Penalty: 4382.985352
	Iteration 10Q: 3 clusters Score -566053.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -566132.062500 Penalty: 4382.985352
	Iteration 11Q: 3 clusters Score -566132.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -566189.812500 Penalty: 4382.985352
	Iteration 12Q: 3 clusters Score -566189.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -566228.812500 Penalty: 4382.985352
	Iteration 13Q: 3 clusters Score -566228.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -566272.000000 Penalty: 4382.985352
	Iteration 14Q: 3 clusters Score -566272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -566311.312500 Penalty: 4382.985352
	Iteration 15Q: 3 clusters Score -566311.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -566334.312500 Penalty: 4382.985352
	Iteration 16Q: 3 clusters Score -566334.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -566364.875000 Penalty: 4382.985352
	Iteration 17Q: 3 clusters Score -566364.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -566397.437500 Penalty: 4382.985352
	Iteration 18Q: 3 clusters Score -566397.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -566427.875000 Penalty: 4382.985352
	Iteration 19Q: 3 clusters Score -566427.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -566451.375000 Penalty: 4382.985352
	Iteration 20F: 3 clusters Score -566451.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -566475.125000 Penalty: 4382.985352
	Iteration 21Q: 3 clusters Score -566475.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -566487.687500 Penalty: 4382.985352
	Iteration 22Q: 3 clusters Score -566487.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -566497.312500 Penalty: 4382.985352
	Iteration 23Q: 3 clusters Score -566497.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -566508.750000 Penalty: 4382.985352
	Iteration 24Q: 3 clusters Score -566508.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -566522.125000 Penalty: 4382.985352
	Iteration 25Q: 3 clusters Score -566522.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -566532.750000 Penalty: 4382.985352
	Iteration 26Q: 3 clusters Score -566532.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -566539.062500 Penalty: 4382.985352
	Iteration 27Q: 3 clusters Score -566539.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -566543.375000 Penalty: 4382.985352
	Iteration 28Q: 3 clusters Score -566543.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -566547.250000 Penalty: 4382.985352
	Iteration 29Q: 3 clusters Score -566547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -566549.562500 Penalty: 4382.985352
	Iteration 30Q: 3 clusters Score -566549.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -566553.000000 Penalty: 4382.985352
	Iteration 31Q: 3 clusters Score -566553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -566554.125000 Penalty: 4382.985352
	Iteration 32Q: 3 clusters Score -566554.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -566556.187500 Penalty: 4382.985352
	Iteration 33Q: 3 clusters Score -566556.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -566557.187500 Penalty: 4382.985352
	Iteration 34Q: 3 clusters Score -566557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -566559.687500 Penalty: 4382.985352
	Iteration 35Q: 3 clusters Score -566559.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -566563.812500 Penalty: 4382.985352
	Iteration 36Q: 3 clusters Score -566563.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -566566.562500 Penalty: 4382.985352
	Iteration 37Q: 3 clusters Score -566566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -566568.687500 Penalty: 4382.985352
	Iteration 38Q: 3 clusters Score -566568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -566570.875000 Penalty: 4382.985352
	Iteration 39Q: 3 clusters Score -566570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -566572.437500 Penalty: 4382.985352
	Iteration 40F: 3 clusters Score -566572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -566574.750000 Penalty: 4382.985352
	Iteration 41Q: 3 clusters Score -566574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -566578.687500 Penalty: 4382.985352
	Iteration 42Q: 3 clusters Score -566578.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -566581.187500 Penalty: 4382.985352
	Iteration 43Q: 3 clusters Score -566581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -566584.875000 Penalty: 4382.985352
	Iteration 44Q: 3 clusters Score -566584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -566586.687500 Penalty: 4382.985352
	Iteration 45Q: 3 clusters Score -566586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -566590.562500 Penalty: 4382.985352
	Iteration 46Q: 3 clusters Score -566590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -566593.187500 Penalty: 4382.985352
	Iteration 47Q: 3 clusters Score -566593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -566595.687500 Penalty: 4382.985352
	Iteration 48Q: 3 clusters Score -566595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -566595.937500 Penalty: 4382.985352
	Iteration 49Q: 3 clusters Score -566595.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -566599.312500 Penalty: 4382.985352
	Iteration 50Q: 3 clusters Score -566599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -566599.062500 Penalty: 4382.985352
	Iteration 51Q: 3 clusters Score -566599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -566599.062500 Penalty: 4382.985352
	Iteration 52Q: 3 clusters Score -566599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -566599.437500 Penalty: 4382.985352
	Iteration 53Q: 3 clusters Score -566599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -566600.375000 Penalty: 4382.985352
	Iteration 54Q: 3 clusters Score -566600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -566601.500000 Penalty: 4382.985352
	Iteration 55Q: 3 clusters Score -566601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -566601.250000 Penalty: 4382.985352
	Iteration 56Q: 3 clusters Score -566601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -566601.000000 Penalty: 4382.985352
	Iteration 57Q: 3 clusters Score -566601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -566601.625000 Penalty: 4382.985352
	Iteration 58Q: 3 clusters Score -566601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -566603.000000 Penalty: 4382.985352
	Iteration 59Q: 3 clusters Score -566603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -566603.062500 Penalty: 4382.985352
	Iteration 60F: 3 clusters Score -566603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Entering Unmasked Estep 
Score: -1265989.375000 Penalty: 2374.285645
	Iteration 0F: 2 clusters Score -1265989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1255592.750000 Penalty: 4748.571289
	Iteration 0F: 3 clusters Score -1255593 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1258812.125000 Penalty: 4748.571289
	Iteration 1F: 3 clusters Score -1258812 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1259105.625000 Penalty: 4748.571289
	Iteration 2F: 3 clusters Score -1259106 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1259302.375000 Penalty: 4748.571289
	Iteration 3Q: 3 clusters Score -1259302 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1259449.625000 Penalty: 4748.571289
	Iteration 4Q: 3 clusters Score -1259450 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1259589.125000 Penalty: 4748.571289
	Iteration 5Q: 3 clusters Score -1259589 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1259721.250000 Penalty: 4748.571289
	Iteration 6Q: 3 clusters Score -1259721 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1259881.000000 Penalty: 4748.571289
	Iteration 7Q: 3 clusters Score -1259881 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1260080.500000 Penalty: 4748.571289
	Iteration 8Q: 3 clusters Score -1260080 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1260321.375000 Penalty: 4748.571289
	Iteration 9Q: 3 clusters Score -1260321 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1260689.375000 Penalty: 4748.571289
	Iteration 10Q: 3 clusters Score -1260689 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1261116.000000 Penalty: 4748.571289
	Iteration 11Q: 3 clusters Score -1261116 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1261623.750000 Penalty: 4748.571289
	Iteration 12Q: 3 clusters Score -1261624 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1262157.875000 Penalty: 4748.571289
	Iteration 13Q: 3 clusters Score -1262158 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1262614.750000 Penalty: 4748.571289
	Iteration 14Q: 3 clusters Score -1262615 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1263022.750000 Penalty: 4748.571289
	Iteration 15Q: 3 clusters Score -1263023 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1263330.500000 Penalty: 4748.571289
	Iteration 16Q: 3 clusters Score -1263330 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1263581.625000 Penalty: 4748.571289
	Iteration 17Q: 3 clusters Score -1263582 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1263774.000000 Penalty: 4748.571289
	Iteration 18Q: 3 clusters Score -1263774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1263902.375000 Penalty: 4748.571289
	Iteration 19Q: 3 clusters Score -1263902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1263981.000000 Penalty: 4748.571289
	Iteration 20F: 3 clusters Score -1263981 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1264042.375000 Penalty: 4748.571289
	Iteration 21Q: 3 clusters Score -1264042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1264087.000000 Penalty: 4748.571289
	Iteration 22Q: 3 clusters Score -1264087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1264121.000000 Penalty: 4748.571289
	Iteration 23Q: 3 clusters Score -1264121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1264146.250000 Penalty: 4748.571289
	Iteration 24Q: 3 clusters Score -1264146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1264159.500000 Penalty: 4748.571289
	Iteration 25Q: 3 clusters Score -1264160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1264164.375000 Penalty: 4748.571289
	Iteration 26Q: 3 clusters Score -1264164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1264170.875000 Penalty: 4748.571289
	Iteration 27Q: 3 clusters Score -1264171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1264171.750000 Penalty: 4748.571289
	Iteration 28Q: 3 clusters Score -1264172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1264174.125000 Penalty: 4748.571289
	Iteration 29Q: 3 clusters Score -1264174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1264176.625000 Penalty: 4748.571289
	Iteration 30Q: 3 clusters Score -1264177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1264181.875000 Penalty: 4748.571289
	Iteration 31Q: 3 clusters Score -1264182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1264180.250000 Penalty: 4748.571289
	Iteration 32Q: 3 clusters Score -1264180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1264179.250000 Penalty: 4748.571289
	Iteration 33Q: 3 clusters Score -1264179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1264180.125000 Penalty: 4748.571289
	Iteration 34Q: 3 clusters Score -1264180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1264180.875000 Penalty: 4748.571289
	Iteration 35Q: 3 clusters Score -1264181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1264180.500000 Penalty: 4748.571289
	Iteration 36Q: 3 clusters Score -1264180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1264181.625000 Penalty: 4748.571289
	Iteration 37Q: 3 clusters Score -1264182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1264181.625000 Penalty: 4748.571289
	Iteration 38F: 3 clusters Score -1264182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Entering Unmasked Estep 
Score: -1737269.250000 Penalty: 2479.137695
	Iteration 0F: 2 clusters Score -1737269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1722011.500000 Penalty: 4958.275391
	Iteration 0F: 3 clusters Score -1722012 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1727100.875000 Penalty: 4958.275391
	Iteration 1F: 3 clusters Score -1727101 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1727519.000000 Penalty: 4958.275391
	Iteration 2F: 3 clusters Score -1727519 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1727877.875000 Penalty: 4958.275391
	Iteration 3Q: 3 clusters Score -1727878 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1728240.125000 Penalty: 4958.275391
	Iteration 4Q: 3 clusters Score -1728240 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1728706.375000 Penalty: 4958.275391
	Iteration 5Q: 3 clusters Score -1728706 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1729245.125000 Penalty: 4958.275391
	Iteration 6Q: 3 clusters Score -1729245 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1729908.875000 Penalty: 4958.275391
	Iteration 7F: 3 clusters Score -1729909 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1730626.875000 Penalty: 4958.275391
	Iteration 8F: 3 clusters Score -1730627 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1731401.500000 Penalty: 4958.275391
	Iteration 9F: 3 clusters Score -1731402 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1732118.875000 Penalty: 4958.275391
	Iteration 10Q: 3 clusters Score -1732119 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1732690.500000 Penalty: 4958.275391
	Iteration 11Q: 3 clusters Score -1732690 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1733133.000000 Penalty: 4958.275391
	Iteration 12Q: 3 clusters Score -1733133 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1733477.125000 Penalty: 4958.275391
	Iteration 13Q: 3 clusters Score -1733477 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1733707.500000 Penalty: 4958.275391
	Iteration 14Q: 3 clusters Score -1733708 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1733882.125000 Penalty: 4958.275391
	Iteration 15Q: 3 clusters Score -1733882 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1734025.625000 Penalty: 4958.275391
	Iteration 16Q: 3 clusters Score -1734026 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1734166.000000 Penalty: 4958.275391
	Iteration 17Q: 3 clusters Score -1734166 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1734293.250000 Penalty: 4958.275391
	Iteration 18Q: 3 clusters Score -1734293 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1734407.375000 Penalty: 4958.275391
	Iteration 19Q: 3 clusters Score -1734407 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1734485.625000 Penalty: 4958.275391
	Iteration 20F: 3 clusters Score -1734486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -1734574.125000 Penalty: 4958.275391
	Iteration 21Q: 3 clusters Score -1734574 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -1734643.750000 Penalty: 4958.275391
	Iteration 22Q: 3 clusters Score -1734644 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1734715.500000 Penalty: 4958.275391
	Iteration 23Q: 3 clusters Score -1734716 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1734794.250000 Penalty: 4958.275391
	Iteration 24Q: 3 clusters Score -1734794 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1734866.875000 Penalty: 4958.275391
	Iteration 25Q: 3 clusters Score -1734867 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1734929.500000 Penalty: 4958.275391
	Iteration 26Q: 3 clusters Score -1734930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1734983.250000 Penalty: 4958.275391
	Iteration 27Q: 3 clusters Score -1734983 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1735050.750000 Penalty: 4958.275391
	Iteration 28Q: 3 clusters Score -1735051 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1735137.875000 Penalty: 4958.275391
	Iteration 29Q: 3 clusters Score -1735138 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1735224.125000 Penalty: 4958.275391
	Iteration 30Q: 3 clusters Score -1735224 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -1735311.875000 Penalty: 4958.275391
	Iteration 31Q: 3 clusters Score -1735312 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1735414.000000 Penalty: 4958.275391
	Iteration 32Q: 3 clusters Score -1735414 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1735510.125000 Penalty: 4958.275391
	Iteration 33Q: 3 clusters Score -1735510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1735603.750000 Penalty: 4958.275391
	Iteration 34Q: 3 clusters Score -1735604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1735683.000000 Penalty: 4958.275391
	Iteration 35Q: 3 clusters Score -1735683 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1735746.500000 Penalty: 4958.275391
	Iteration 36Q: 3 clusters Score -1735746 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1735793.250000 Penalty: 4958.275391
	Iteration 37Q: 3 clusters Score -1735793 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1735835.500000 Penalty: 4958.275391
	Iteration 38Q: 3 clusters Score -1735836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1735863.375000 Penalty: 4958.275391
	Iteration 39Q: 3 clusters Score -1735863 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -1735877.750000 Penalty: 4958.275391
	Iteration 40F: 3 clusters Score -1735878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1735889.375000 Penalty: 4958.275391
	Iteration 41Q: 3 clusters Score -1735889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1735907.250000 Penalty: 4958.275391
	Iteration 42Q: 3 clusters Score -1735907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1735921.875000 Penalty: 4958.275391
	Iteration 43Q: 3 clusters Score -1735922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1735931.000000 Penalty: 4958.275391
	Iteration 44Q: 3 clusters Score -1735931 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1735939.750000 Penalty: 4958.275391
	Iteration 45Q: 3 clusters Score -1735940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1735942.875000 Penalty: 4958.275391
	Iteration 46Q: 3 clusters Score -1735943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1735950.000000 Penalty: 4958.275391
	Iteration 47Q: 3 clusters Score -1735950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1735962.500000 Penalty: 4958.275391
	Iteration 48Q: 3 clusters Score -1735962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -1735968.000000 Penalty: 4958.275391
	Iteration 49Q: 3 clusters Score -1735968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -1735977.000000 Penalty: 4958.275391
	Iteration 50Q: 3 clusters Score -1735977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1735978.375000 Penalty: 4958.275391
	Iteration 51Q: 3 clusters Score -1735978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -1735981.875000 Penalty: 4958.275391
	Iteration 52Q: 3 clusters Score -1735982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1735982.375000 Penalty: 4958.275391
	Iteration 53Q: 3 clusters Score -1735982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1735981.125000 Penalty: 4958.275391
	Iteration 54Q: 3 clusters Score -1735981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1735981.250000 Penalty: 4958.275391
	Iteration 55Q: 3 clusters Score -1735981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1735979.625000 Penalty: 4958.275391
	Iteration 56Q: 3 clusters Score -1735980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1735980.125000 Penalty: 4958.275391
	Iteration 57Q: 3 clusters Score -1735980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1735983.125000 Penalty: 4958.275391
	Iteration 58Q: 3 clusters Score -1735983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1735983.500000 Penalty: 4958.275391
	Iteration 59Q: 3 clusters Score -1735984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -1735984.625000 Penalty: 4958.275391
	Iteration 60F: 3 clusters Score -1735985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 10905 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 6976 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 23585 members 
Mstep: Class 7 contains 411218 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 17662 members 
Mstep: Class 10 contains 11584 members 
Mstep: Class 11 contains 29012 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14068 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 52545 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6856 members 
Mstep: Class 21 contains 99256 members 
Mstep: Class 22 contains 12720 members 
Mstep: Class 23 contains 10485 members 
Mstep: Class 24 contains 6193 members 
Mstep: Class 25 contains 357536 members 
Mstep: Class 26 contains 9212 members 
Mstep: Class 27 contains 6817 members 
Mstep: Class 28 contains 10847 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2403 members 
Mstep: Class 31 contains 12980 members 
Mstep: Class 32 contains 36206 members 
Mstep: Class 33 contains 6882 members 
Mstep: Class 34 contains 14382 members 
Mstep: Class 35 contains 21950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113004360.000000 Penalty: 129393.078125
Iteration 119Q: 38 clusters Score -1.130044e+08 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 10931 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 6975 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 24528 members 
Mstep: Class 7 contains 411630 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 17701 members 
Mstep: Class 10 contains 11613 members 
Mstep: Class 11 contains 29440 members 
Mstep: Class 12 contains 7673 members 
Mstep: Class 13 contains 29028 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14221 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 52545 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 100804 members 
Mstep: Class 22 contains 12695 members 
Mstep: Class 23 contains 10507 members 
Mstep: Class 24 contains 6219 members 
Mstep: Class 25 contains 353580 members 
Mstep: Class 26 contains 9226 members 
Mstep: Class 27 contains 7039 members 
Mstep: Class 28 contains 10868 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2448 members 
Mstep: Class 31 contains 13401 members 
Mstep: Class 32 contains 36150 members 
Mstep: Class 33 contains 6893 members 
Mstep: Class 34 contains 14436 members 
Mstep: Class 35 contains 22270 members 
Mstep: Class 36 contains 40332 members 
Mstep: Class 37 contains 3965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113007352.000000 Penalty: 129393.078125
Iteration 120F: 38 clusters Score -1.130074e+08 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 10956 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 6966 members 
Mstep: Class 5 contains 7979 members 
Mstep: Class 6 contains 24974 members 
Mstep: Class 7 contains 411790 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 17682 members 
Mstep: Class 10 contains 11620 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 12 contains 7671 members 
Mstep: Class 13 contains 29008 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14337 members 
Mstep: Class 16 contains 9350 members 
Mstep: Class 17 contains 52543 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 6867 members 
Mstep: Class 21 contains 101297 members 
Mstep: Class 22 contains 12672 members 
Mstep: Class 23 contains 10493 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 350569 members 
Mstep: Class 26 contains 9238 members 
Mstep: Class 27 contains 7125 members 
Mstep: Class 28 contains 10853 members 
Mstep: Class 29 contains 3525 members 
Mstep: Class 30 contains 2462 members 
Mstep: Class 31 contains 13386 members 
Mstep: Class 32 contains 36083 members 
Mstep: Class 33 contains 6897 members 
Mstep: Class 34 contains 14490 members 
Mstep: Class 35 contains 22277 members 
Mstep: Class 36 contains 42081 members 
Mstep: Class 37 contains 4079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113008456.000000 Penalty: 129393.078125
Iteration 121Q: 38 clusters Score -1.130085e+08 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 10979 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 25370 members 
Mstep: Class 7 contains 411873 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 17666 members 
Mstep: Class 10 contains 11620 members 
Mstep: Class 11 contains 29311 members 
Mstep: Class 12 contains 7668 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14429 members 
Mstep: Class 16 contains 9336 members 
Mstep: Class 17 contains 52543 members 
Mstep: Class 18 contains 3788 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6866 members 
Mstep: Class 21 contains 101642 members 
Mstep: Class 22 contains 12649 members 
Mstep: Class 23 contains 10473 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 348346 members 
Mstep: Class 26 contains 9272 members 
Mstep: Class 27 contains 7186 members 
Mstep: Class 28 contains 10843 members 
Mstep: Class 29 contains 3527 members 
Mstep: Class 30 contains 2472 members 
Mstep: Class 31 contains 13404 members 
Mstep: Class 32 contains 36045 members 
Mstep: Class 33 contains 6908 members 
Mstep: Class 34 contains 14512 members 
Mstep: Class 35 contains 22271 members 
Mstep: Class 36 contains 43386 members 
Mstep: Class 37 contains 4118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113009280.000000 Penalty: 129393.078125
Iteration 122Q: 38 clusters Score -1.130093e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 10993 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 6932 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 25655 members 
Mstep: Class 7 contains 411901 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 17665 members 
Mstep: Class 10 contains 11634 members 
Mstep: Class 11 contains 29279 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29005 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14498 members 
Mstep: Class 16 contains 9310 members 
Mstep: Class 17 contains 52543 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 101847 members 
Mstep: Class 22 contains 12624 members 
Mstep: Class 23 contains 10457 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 346474 members 
Mstep: Class 26 contains 9293 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 10826 members 
Mstep: Class 29 contains 3530 members 
Mstep: Class 30 contains 2493 members 
Mstep: Class 31 contains 13439 members 
Mstep: Class 32 contains 36024 members 
Mstep: Class 33 contains 6916 members 
Mstep: Class 34 contains 14553 members 
Mstep: Class 35 contains 22271 members 
Mstep: Class 36 contains 44596 members 
Mstep: Class 37 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010120.000000 Penalty: 129393.078125
Iteration 123Q: 38 clusters Score -1.130101e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 11018 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 6920 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 25859 members 
Mstep: Class 7 contains 411913 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 17663 members 
Mstep: Class 10 contains 11647 members 
Mstep: Class 11 contains 29270 members 
Mstep: Class 12 contains 7669 members 
Mstep: Class 13 contains 29002 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14553 members 
Mstep: Class 16 contains 9285 members 
Mstep: Class 17 contains 52539 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 6862 members 
Mstep: Class 21 contains 101993 members 
Mstep: Class 22 contains 12610 members 
Mstep: Class 23 contains 10441 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 344858 members 
Mstep: Class 26 contains 9319 members 
Mstep: Class 27 contains 7294 members 
Mstep: Class 28 contains 10815 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2506 members 
Mstep: Class 31 contains 13485 members 
Mstep: Class 32 contains 36006 members 
Mstep: Class 33 contains 6921 members 
Mstep: Class 34 contains 14595 members 
Mstep: Class 35 contains 22266 members 
Mstep: Class 36 contains 45715 members 
Mstep: Class 37 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010280.000000 Penalty: 129393.078125
Iteration 124Q: 38 clusters Score -1.130103e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 11028 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 26021 members 
Mstep: Class 7 contains 411939 members 
Mstep: Class 8 contains 4555 members 
Mstep: Class 9 contains 17658 members 
Mstep: Class 10 contains 11663 members 
Mstep: Class 11 contains 29251 members 
Mstep: Class 12 contains 7667 members 
Mstep: Class 13 contains 28996 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14579 members 
Mstep: Class 16 contains 9260 members 
Mstep: Class 17 contains 52536 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 102097 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 10436 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 343429 members 
Mstep: Class 26 contains 9336 members 
Mstep: Class 27 contains 7344 members 
Mstep: Class 28 contains 10804 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2513 members 
Mstep: Class 31 contains 13533 members 
Mstep: Class 32 contains 35991 members 
Mstep: Class 33 contains 6923 members 
Mstep: Class 34 contains 14620 members 
Mstep: Class 35 contains 22245 members 
Mstep: Class 36 contains 46770 members 
Mstep: Class 37 contains 4117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010624.000000 Penalty: 129393.078125
Iteration 125Q: 38 clusters Score -1.130106e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 11036 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 6912 members 
Mstep: Class 5 contains 7896 members 
Mstep: Class 6 contains 26147 members 
Mstep: Class 7 contains 411950 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 17653 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 29249 members 
Mstep: Class 12 contains 7665 members 
Mstep: Class 13 contains 28991 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14593 members 
Mstep: Class 16 contains 9241 members 
Mstep: Class 17 contains 52532 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 6868 members 
Mstep: Class 21 contains 102186 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 10434 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 342141 members 
Mstep: Class 26 contains 9349 members 
Mstep: Class 27 contains 7397 members 
Mstep: Class 28 contains 10800 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2518 members 
Mstep: Class 31 contains 13566 members 
Mstep: Class 32 contains 35982 members 
Mstep: Class 33 contains 6921 members 
Mstep: Class 34 contains 14642 members 
Mstep: Class 35 contains 22230 members 
Mstep: Class 36 contains 47740 members 
Mstep: Class 37 contains 4120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010416.000000 Penalty: 129393.078125
Iteration 126Q: 38 clusters Score -1.130104e+08 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 11045 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 6909 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 26243 members 
Mstep: Class 7 contains 411972 members 
Mstep: Class 8 contains 4566 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 11693 members 
Mstep: Class 11 contains 29235 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28989 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14598 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 52524 members 
Mstep: Class 18 contains 3784 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6871 members 
Mstep: Class 21 contains 102251 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 10428 members 
Mstep: Class 24 contains 6144 members 
Mstep: Class 25 contains 340973 members 
Mstep: Class 26 contains 9359 members 
Mstep: Class 27 contains 7419 members 
Mstep: Class 28 contains 10799 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2524 members 
Mstep: Class 31 contains 13604 members 
Mstep: Class 32 contains 35977 members 
Mstep: Class 33 contains 6920 members 
Mstep: Class 34 contains 14656 members 
Mstep: Class 35 contains 22232 members 
Mstep: Class 36 contains 48669 members 
Mstep: Class 37 contains 4117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010680.000000 Penalty: 129393.078125
Iteration 127Q: 38 clusters Score -1.130107e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 11053 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 26333 members 
Mstep: Class 7 contains 412004 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 17652 members 
Mstep: Class 10 contains 11707 members 
Mstep: Class 11 contains 29230 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28982 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14598 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 52526 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6876 members 
Mstep: Class 21 contains 102298 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 10427 members 
Mstep: Class 24 contains 6148 members 
Mstep: Class 25 contains 339896 members 
Mstep: Class 26 contains 9370 members 
Mstep: Class 27 contains 7443 members 
Mstep: Class 28 contains 10796 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2525 members 
Mstep: Class 31 contains 13634 members 
Mstep: Class 32 contains 35970 members 
Mstep: Class 33 contains 6921 members 
Mstep: Class 34 contains 14673 members 
Mstep: Class 35 contains 22227 members 
Mstep: Class 36 contains 49527 members 
Mstep: Class 37 contains 4117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011032.000000 Penalty: 129393.078125
Iteration 128Q: 38 clusters Score -1.13011e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 6900 members 
Mstep: Class 5 contains 7857 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 412031 members 
Mstep: Class 8 contains 4591 members 
Mstep: Class 9 contains 17663 members 
Mstep: Class 10 contains 11713 members 
Mstep: Class 11 contains 29228 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28976 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14597 members 
Mstep: Class 16 contains 9177 members 
Mstep: Class 17 contains 52528 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6877 members 
Mstep: Class 21 contains 102331 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 10422 members 
Mstep: Class 24 contains 6151 members 
Mstep: Class 25 contains 338818 members 
Mstep: Class 26 contains 9379 members 
Mstep: Class 27 contains 7456 members 
Mstep: Class 28 contains 10792 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2527 members 
Mstep: Class 31 contains 13676 members 
Mstep: Class 32 contains 35967 members 
Mstep: Class 33 contains 6922 members 
Mstep: Class 34 contains 14692 members 
Mstep: Class 35 contains 22220 members 
Mstep: Class 36 contains 50417 members 
Mstep: Class 37 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010936.000000 Penalty: 129393.078125
Iteration 129Q: 38 clusters Score -1.130109e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 11057 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 7851 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 412064 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 17671 members 
Mstep: Class 10 contains 11724 members 
Mstep: Class 11 contains 29231 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28972 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14597 members 
Mstep: Class 16 contains 9157 members 
Mstep: Class 17 contains 52528 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 20 contains 6879 members 
Mstep: Class 21 contains 102354 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 10414 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 337836 members 
Mstep: Class 26 contains 9388 members 
Mstep: Class 27 contains 7468 members 
Mstep: Class 28 contains 10783 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2530 members 
Mstep: Class 31 contains 13711 members 
Mstep: Class 32 contains 35963 members 
Mstep: Class 33 contains 6921 members 
Mstep: Class 34 contains 14706 members 
Mstep: Class 35 contains 22208 members 
Mstep: Class 36 contains 51227 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010784.000000 Penalty: 129393.078125
Iteration 130Q: 38 clusters Score -1.130108e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 11067 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 7842 members 
Mstep: Class 6 contains 26498 members 
Mstep: Class 7 contains 412084 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 17672 members 
Mstep: Class 10 contains 11735 members 
Mstep: Class 11 contains 29226 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28969 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14601 members 
Mstep: Class 16 contains 9149 members 
Mstep: Class 17 contains 52526 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 102398 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 10409 members 
Mstep: Class 24 contains 6148 members 
Mstep: Class 25 contains 336985 members 
Mstep: Class 26 contains 9392 members 
Mstep: Class 27 contains 7480 members 
Mstep: Class 28 contains 10779 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2534 members 
Mstep: Class 31 contains 13715 members 
Mstep: Class 32 contains 35958 members 
Mstep: Class 33 contains 6924 members 
Mstep: Class 34 contains 14726 members 
Mstep: Class 35 contains 22205 members 
Mstep: Class 36 contains 51926 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010968.000000 Penalty: 129393.078125
Iteration 131Q: 38 clusters Score -1.13011e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 11071 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 6893 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 26550 members 
Mstep: Class 7 contains 412101 members 
Mstep: Class 8 contains 4627 members 
Mstep: Class 9 contains 17673 members 
Mstep: Class 10 contains 11738 members 
Mstep: Class 11 contains 29213 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28970 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14608 members 
Mstep: Class 16 contains 9144 members 
Mstep: Class 17 contains 52525 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 6888 members 
Mstep: Class 21 contains 102437 members 
Mstep: Class 22 contains 12584 members 
Mstep: Class 23 contains 10407 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 336229 members 
Mstep: Class 26 contains 9398 members 
Mstep: Class 27 contains 7485 members 
Mstep: Class 28 contains 10775 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2538 members 
Mstep: Class 31 contains 13717 members 
Mstep: Class 32 contains 35952 members 
Mstep: Class 33 contains 6926 members 
Mstep: Class 34 contains 14735 members 
Mstep: Class 35 contains 22203 members 
Mstep: Class 36 contains 52554 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010704.000000 Penalty: 129393.078125
Iteration 132Q: 38 clusters Score -1.130107e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 6894 members 
Mstep: Class 5 contains 7833 members 
Mstep: Class 6 contains 26594 members 
Mstep: Class 7 contains 412113 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 17672 members 
Mstep: Class 10 contains 11753 members 
Mstep: Class 11 contains 29207 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28965 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14616 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 52526 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 20 contains 6893 members 
Mstep: Class 21 contains 102467 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 10401 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 335573 members 
Mstep: Class 26 contains 9404 members 
Mstep: Class 27 contains 7494 members 
Mstep: Class 28 contains 10773 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2539 members 
Mstep: Class 31 contains 13739 members 
Mstep: Class 32 contains 35950 members 
Mstep: Class 33 contains 6927 members 
Mstep: Class 34 contains 14747 members 
Mstep: Class 35 contains 22188 members 
Mstep: Class 36 contains 53097 members 
Mstep: Class 37 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010720.000000 Penalty: 129393.078125
Iteration 133Q: 38 clusters Score -1.130107e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 7827 members 
Mstep: Class 6 contains 26635 members 
Mstep: Class 7 contains 412130 members 
Mstep: Class 8 contains 4638 members 
Mstep: Class 9 contains 17670 members 
Mstep: Class 10 contains 11760 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28966 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14626 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 52524 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 20 contains 6893 members 
Mstep: Class 21 contains 102480 members 
Mstep: Class 22 contains 12575 members 
Mstep: Class 23 contains 10396 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 334949 members 
Mstep: Class 26 contains 9412 members 
Mstep: Class 27 contains 7496 members 
Mstep: Class 28 contains 10774 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2539 members 
Mstep: Class 31 contains 13766 members 
Mstep: Class 32 contains 35952 members 
Mstep: Class 33 contains 6927 members 
Mstep: Class 34 contains 14757 members 
Mstep: Class 35 contains 22182 members 
Mstep: Class 36 contains 53618 members 
Mstep: Class 37 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010480.000000 Penalty: 129393.078125
Iteration 134Q: 38 clusters Score -1.130105e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11071 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 7823 members 
Mstep: Class 6 contains 26663 members 
Mstep: Class 7 contains 412137 members 
Mstep: Class 8 contains 4644 members 
Mstep: Class 9 contains 17670 members 
Mstep: Class 10 contains 11774 members 
Mstep: Class 11 contains 29193 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28964 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 52524 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 102504 members 
Mstep: Class 22 contains 12574 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 334390 members 
Mstep: Class 26 contains 9418 members 
Mstep: Class 27 contains 7508 members 
Mstep: Class 28 contains 10771 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2540 members 
Mstep: Class 31 contains 13791 members 
Mstep: Class 32 contains 35949 members 
Mstep: Class 33 contains 6930 members 
Mstep: Class 34 contains 14765 members 
Mstep: Class 35 contains 22169 members 
Mstep: Class 36 contains 54088 members 
Mstep: Class 37 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010840.000000 Penalty: 129393.078125
Iteration 135Q: 38 clusters Score -1.130108e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 26684 members 
Mstep: Class 7 contains 412146 members 
Mstep: Class 8 contains 4646 members 
Mstep: Class 9 contains 17669 members 
Mstep: Class 10 contains 11785 members 
Mstep: Class 11 contains 29186 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28963 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14640 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 52525 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6896 members 
Mstep: Class 21 contains 102510 members 
Mstep: Class 22 contains 12570 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6157 members 
Mstep: Class 25 contains 333899 members 
Mstep: Class 26 contains 9421 members 
Mstep: Class 27 contains 7509 members 
Mstep: Class 28 contains 10768 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2541 members 
Mstep: Class 31 contains 13815 members 
Mstep: Class 32 contains 35946 members 
Mstep: Class 33 contains 6933 members 
Mstep: Class 34 contains 14774 members 
Mstep: Class 35 contains 22161 members 
Mstep: Class 36 contains 54506 members 
Mstep: Class 37 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010576.000000 Penalty: 129393.078125
Iteration 136Q: 38 clusters Score -1.130106e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 11074 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 7822 members 
Mstep: Class 6 contains 26682 members 
Mstep: Class 7 contains 412161 members 
Mstep: Class 8 contains 4648 members 
Mstep: Class 9 contains 17671 members 
Mstep: Class 10 contains 11789 members 
Mstep: Class 11 contains 29183 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28961 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14638 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 52524 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6895 members 
Mstep: Class 21 contains 102501 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 6164 members 
Mstep: Class 25 contains 333503 members 
Mstep: Class 26 contains 9426 members 
Mstep: Class 27 contains 7516 members 
Mstep: Class 28 contains 10765 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 13835 members 
Mstep: Class 32 contains 35949 members 
Mstep: Class 33 contains 6934 members 
Mstep: Class 34 contains 14783 members 
Mstep: Class 35 contains 22144 members 
Mstep: Class 36 contains 54885 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010600.000000 Penalty: 129393.078125
Iteration 137Q: 38 clusters Score -1.130106e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 11075 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6881 members 
Mstep: Class 5 contains 7820 members 
Mstep: Class 6 contains 26677 members 
Mstep: Class 7 contains 412171 members 
Mstep: Class 8 contains 4655 members 
Mstep: Class 9 contains 17675 members 
Mstep: Class 10 contains 11793 members 
Mstep: Class 11 contains 29186 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28956 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14639 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 52526 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6895 members 
Mstep: Class 21 contains 102494 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 333146 members 
Mstep: Class 26 contains 9429 members 
Mstep: Class 27 contains 7524 members 
Mstep: Class 28 contains 10764 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2545 members 
Mstep: Class 31 contains 13855 members 
Mstep: Class 32 contains 35949 members 
Mstep: Class 33 contains 6935 members 
Mstep: Class 34 contains 14794 members 
Mstep: Class 35 contains 22140 members 
Mstep: Class 36 contains 55215 members 
Mstep: Class 37 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010624.000000 Penalty: 129393.078125
Iteration 138Q: 38 clusters Score -1.130106e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 11078 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 26668 members 
Mstep: Class 7 contains 412180 members 
Mstep: Class 8 contains 4666 members 
Mstep: Class 9 contains 17677 members 
Mstep: Class 10 contains 11798 members 
Mstep: Class 11 contains 29188 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14634 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 17 contains 52526 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 6893 members 
Mstep: Class 21 contains 102498 members 
Mstep: Class 22 contains 12564 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 6173 members 
Mstep: Class 25 contains 332781 members 
Mstep: Class 26 contains 9435 members 
Mstep: Class 27 contains 7531 members 
Mstep: Class 28 contains 10759 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2546 members 
Mstep: Class 31 contains 13874 members 
Mstep: Class 32 contains 35948 members 
Mstep: Class 33 contains 6935 members 
Mstep: Class 34 contains 14803 members 
Mstep: Class 35 contains 22130 members 
Mstep: Class 36 contains 55544 members 
Mstep: Class 37 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010720.000000 Penalty: 129393.078125
Iteration 139Q: 38 clusters Score -1.130107e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 11075 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 26654 members 
Mstep: Class 7 contains 412191 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 17677 members 
Mstep: Class 10 contains 11801 members 
Mstep: Class 11 contains 29188 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 28958 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 9022 members 
Mstep: Class 17 contains 52527 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 6894 members 
Mstep: Class 21 contains 102499 members 
Mstep: Class 22 contains 12562 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6174 members 
Mstep: Class 25 contains 332483 members 
Mstep: Class 26 contains 9443 members 
Mstep: Class 27 contains 7536 members 
Mstep: Class 28 contains 10758 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13891 members 
Mstep: Class 32 contains 35947 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 14807 members 
Mstep: Class 35 contains 22113 members 
Mstep: Class 36 contains 55840 members 
Mstep: Class 37 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010712.000000 Penalty: 129393.078125
Iteration 140F: 38 clusters Score -1.130107e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 11075 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 26641 members 
Mstep: Class 7 contains 412199 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 17682 members 
Mstep: Class 10 contains 11808 members 
Mstep: Class 11 contains 29182 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 28954 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14625 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 17 contains 52527 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 6897 members 
Mstep: Class 21 contains 102503 members 
Mstep: Class 22 contains 12561 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 332248 members 
Mstep: Class 26 contains 9450 members 
Mstep: Class 27 contains 7543 members 
Mstep: Class 28 contains 10760 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13907 members 
Mstep: Class 32 contains 35946 members 
Mstep: Class 33 contains 6932 members 
Mstep: Class 34 contains 14810 members 
Mstep: Class 35 contains 22090 members 
Mstep: Class 36 contains 56093 members 
Mstep: Class 37 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010744.000000 Penalty: 129393.078125
Iteration 141Q: 38 clusters Score -1.130107e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 26624 members 
Mstep: Class 7 contains 412204 members 
Mstep: Class 8 contains 4677 members 
Mstep: Class 9 contains 17684 members 
Mstep: Class 10 contains 11815 members 
Mstep: Class 11 contains 29181 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 28953 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14625 members 
Mstep: Class 16 contains 8982 members 
Mstep: Class 17 contains 52526 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2886 members 
Mstep: Class 20 contains 6900 members 
Mstep: Class 21 contains 102493 members 
Mstep: Class 22 contains 12561 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 332036 members 
Mstep: Class 26 contains 9454 members 
Mstep: Class 27 contains 7543 members 
Mstep: Class 28 contains 10759 members 
Mstep: Class 29 contains 3532 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13916 members 
Mstep: Class 32 contains 35945 members 
Mstep: Class 33 contains 6935 members 
Mstep: Class 34 contains 14813 members 
Mstep: Class 35 contains 22084 members 
Mstep: Class 36 contains 56325 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010816.000000 Penalty: 129393.078125
Iteration 142Q: 38 clusters Score -1.130108e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 26610 members 
Mstep: Class 7 contains 412204 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 17685 members 
Mstep: Class 10 contains 11828 members 
Mstep: Class 11 contains 29180 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 28952 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14629 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 52525 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102490 members 
Mstep: Class 22 contains 12561 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6177 members 
Mstep: Class 25 contains 331830 members 
Mstep: Class 26 contains 9457 members 
Mstep: Class 27 contains 7549 members 
Mstep: Class 28 contains 10756 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13921 members 
Mstep: Class 32 contains 35945 members 
Mstep: Class 33 contains 6935 members 
Mstep: Class 34 contains 14816 members 
Mstep: Class 35 contains 22066 members 
Mstep: Class 36 contains 56548 members 
Mstep: Class 37 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010672.000000 Penalty: 129393.078125
Iteration 143Q: 38 clusters Score -1.130107e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 26594 members 
Mstep: Class 7 contains 412211 members 
Mstep: Class 8 contains 4680 members 
Mstep: Class 9 contains 17684 members 
Mstep: Class 10 contains 11838 members 
Mstep: Class 11 contains 29180 members 
Mstep: Class 12 contains 7663 members 
Mstep: Class 13 contains 28951 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 8971 members 
Mstep: Class 17 contains 52521 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102488 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 331648 members 
Mstep: Class 26 contains 9460 members 
Mstep: Class 27 contains 7559 members 
Mstep: Class 28 contains 10755 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13924 members 
Mstep: Class 32 contains 35943 members 
Mstep: Class 33 contains 6935 members 
Mstep: Class 34 contains 14818 members 
Mstep: Class 35 contains 22051 members 
Mstep: Class 36 contains 56735 members 
Mstep: Class 37 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010600.000000 Penalty: 129393.078125
Iteration 144Q: 38 clusters Score -1.130106e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 26584 members 
Mstep: Class 7 contains 412207 members 
Mstep: Class 8 contains 4679 members 
Mstep: Class 9 contains 17684 members 
Mstep: Class 10 contains 11848 members 
Mstep: Class 11 contains 29178 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 52519 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102479 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 331506 members 
Mstep: Class 26 contains 9462 members 
Mstep: Class 27 contains 7567 members 
Mstep: Class 28 contains 10751 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13931 members 
Mstep: Class 32 contains 35943 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 14820 members 
Mstep: Class 35 contains 22040 members 
Mstep: Class 36 contains 56893 members 
Mstep: Class 37 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010640.000000 Penalty: 129393.078125
Iteration 145Q: 38 clusters Score -1.130106e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 26568 members 
Mstep: Class 7 contains 412209 members 
Mstep: Class 8 contains 4685 members 
Mstep: Class 9 contains 17684 members 
Mstep: Class 10 contains 11849 members 
Mstep: Class 11 contains 29185 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28949 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14639 members 
Mstep: Class 16 contains 8948 members 
Mstep: Class 17 contains 52518 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102477 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 331365 members 
Mstep: Class 26 contains 9466 members 
Mstep: Class 27 contains 7573 members 
Mstep: Class 28 contains 10747 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13947 members 
Mstep: Class 32 contains 35942 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 14823 members 
Mstep: Class 35 contains 22028 members 
Mstep: Class 36 contains 57038 members 
Mstep: Class 37 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010680.000000 Penalty: 129393.078125
Iteration 146Q: 38 clusters Score -1.130107e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 26569 members 
Mstep: Class 7 contains 412208 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 17684 members 
Mstep: Class 10 contains 11855 members 
Mstep: Class 11 contains 29182 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14642 members 
Mstep: Class 16 contains 8939 members 
Mstep: Class 17 contains 52518 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102470 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 331258 members 
Mstep: Class 26 contains 9467 members 
Mstep: Class 27 contains 7581 members 
Mstep: Class 28 contains 10742 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13948 members 
Mstep: Class 32 contains 35939 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 14825 members 
Mstep: Class 35 contains 22025 members 
Mstep: Class 36 contains 57154 members 
Mstep: Class 37 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010672.000000 Penalty: 129393.078125
Iteration 147Q: 38 clusters Score -1.130107e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6876 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26562 members 
Mstep: Class 7 contains 412211 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 17687 members 
Mstep: Class 10 contains 11860 members 
Mstep: Class 11 contains 29172 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14638 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 52518 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102465 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6175 members 
Mstep: Class 25 contains 331162 members 
Mstep: Class 26 contains 9468 members 
Mstep: Class 27 contains 7585 members 
Mstep: Class 28 contains 10741 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13958 members 
Mstep: Class 32 contains 35939 members 
Mstep: Class 33 contains 6937 members 
Mstep: Class 34 contains 14827 members 
Mstep: Class 35 contains 22024 members 
Mstep: Class 36 contains 57268 members 
Mstep: Class 37 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010760.000000 Penalty: 129393.078125
Iteration 148Q: 38 clusters Score -1.130108e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26558 members 
Mstep: Class 7 contains 412211 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 17686 members 
Mstep: Class 10 contains 11865 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 28949 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14637 members 
Mstep: Class 16 contains 8908 members 
Mstep: Class 17 contains 52518 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102465 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 331073 members 
Mstep: Class 26 contains 9469 members 
Mstep: Class 27 contains 7591 members 
Mstep: Class 28 contains 10744 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13972 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6937 members 
Mstep: Class 34 contains 14827 members 
Mstep: Class 35 contains 22022 members 
Mstep: Class 36 contains 57361 members 
Mstep: Class 37 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010912.000000 Penalty: 129393.078125
Iteration 149Q: 38 clusters Score -1.130109e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26556 members 
Mstep: Class 7 contains 412212 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 17686 members 
Mstep: Class 10 contains 11873 members 
Mstep: Class 11 contains 29167 members 
Mstep: Class 12 contains 7665 members 
Mstep: Class 13 contains 28949 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14638 members 
Mstep: Class 16 contains 8889 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102457 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 10394 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330974 members 
Mstep: Class 26 contains 9469 members 
Mstep: Class 27 contains 7596 members 
Mstep: Class 28 contains 10745 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13982 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14826 members 
Mstep: Class 35 contains 22019 members 
Mstep: Class 36 contains 57466 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010888.000000 Penalty: 129393.078125
Iteration 150Q: 38 clusters Score -1.130109e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 412212 members 
Mstep: Class 8 contains 4684 members 
Mstep: Class 9 contains 17688 members 
Mstep: Class 10 contains 11878 members 
Mstep: Class 11 contains 29167 members 
Mstep: Class 12 contains 7665 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14639 members 
Mstep: Class 16 contains 8874 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102453 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10393 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330895 members 
Mstep: Class 26 contains 9470 members 
Mstep: Class 27 contains 7600 members 
Mstep: Class 28 contains 10743 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 13994 members 
Mstep: Class 32 contains 35937 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14825 members 
Mstep: Class 35 contains 22009 members 
Mstep: Class 36 contains 57550 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010984.000000 Penalty: 129393.078125
Iteration 151Q: 38 clusters Score -1.13011e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26553 members 
Mstep: Class 7 contains 412207 members 
Mstep: Class 8 contains 4686 members 
Mstep: Class 9 contains 17687 members 
Mstep: Class 10 contains 11883 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28954 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14638 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102460 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330814 members 
Mstep: Class 26 contains 9471 members 
Mstep: Class 27 contains 7606 members 
Mstep: Class 28 contains 10740 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14015 members 
Mstep: Class 32 contains 35937 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14828 members 
Mstep: Class 35 contains 22000 members 
Mstep: Class 36 contains 57623 members 
Mstep: Class 37 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011112.000000 Penalty: 129393.078125
Iteration 152Q: 38 clusters Score -1.130111e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26553 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4689 members 
Mstep: Class 9 contains 17686 members 
Mstep: Class 10 contains 11888 members 
Mstep: Class 11 contains 29169 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28955 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14632 members 
Mstep: Class 16 contains 8834 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102461 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10390 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330742 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7611 members 
Mstep: Class 28 contains 10740 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14036 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14833 members 
Mstep: Class 35 contains 21993 members 
Mstep: Class 36 contains 57688 members 
Mstep: Class 37 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011072.000000 Penalty: 129393.078125
Iteration 153Q: 38 clusters Score -1.130111e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26553 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4690 members 
Mstep: Class 9 contains 17687 members 
Mstep: Class 10 contains 11892 members 
Mstep: Class 11 contains 29169 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28953 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14629 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102460 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10386 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330670 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7621 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14048 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6936 members 
Mstep: Class 34 contains 14839 members 
Mstep: Class 35 contains 21991 members 
Mstep: Class 36 contains 57755 members 
Mstep: Class 37 contains 4112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011024.000000 Penalty: 129393.078125
Iteration 154Q: 38 clusters Score -1.13011e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4690 members 
Mstep: Class 9 contains 17687 members 
Mstep: Class 10 contains 11895 members 
Mstep: Class 11 contains 29174 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28952 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 8809 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102455 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10385 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330623 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7623 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14053 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6937 members 
Mstep: Class 34 contains 14843 members 
Mstep: Class 35 contains 21984 members 
Mstep: Class 36 contains 57806 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011024.000000 Penalty: 129393.078125
Iteration 155Q: 38 clusters Score -1.13011e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26561 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4690 members 
Mstep: Class 9 contains 17689 members 
Mstep: Class 10 contains 11897 members 
Mstep: Class 11 contains 29177 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28950 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14626 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102450 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 10384 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330585 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14057 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14843 members 
Mstep: Class 35 contains 21980 members 
Mstep: Class 36 contains 57841 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011048.000000 Penalty: 129393.078125
Iteration 156Q: 38 clusters Score -1.13011e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26561 members 
Mstep: Class 7 contains 412207 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 17690 members 
Mstep: Class 10 contains 11899 members 
Mstep: Class 11 contains 29178 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14626 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102452 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 10383 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330547 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14062 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14846 members 
Mstep: Class 35 contains 21977 members 
Mstep: Class 36 contains 57877 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011072.000000 Penalty: 129393.078125
Iteration 157Q: 38 clusters Score -1.130111e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26564 members 
Mstep: Class 7 contains 412207 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 11900 members 
Mstep: Class 11 contains 29175 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102452 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 10381 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 330519 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7624 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14061 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14850 members 
Mstep: Class 35 contains 21973 members 
Mstep: Class 36 contains 57908 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011000.000000 Penalty: 129393.078125
Iteration 158Q: 38 clusters Score -1.13011e+08 nChanged 82
Entering ConstructFrom: 
Score: -113011000.000000 Penalty: 129393.078125
Entering ConstructFrom: 
Trying to split cluster 1 (22170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Entering Unmasked Estep 
Score: -1937705.125000 Penalty: 2481.610840
	Iteration 0F: 2 clusters Score -1937705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1922132.625000 Penalty: 4963.221680
	Iteration 0F: 3 clusters Score -1922133 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1927326.375000 Penalty: 4963.221680
	Iteration 1F: 3 clusters Score -1927326 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1927792.500000 Penalty: 4963.221680
	Iteration 2F: 3 clusters Score -1927792 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1928245.625000 Penalty: 4963.221680
	Iteration 3Q: 3 clusters Score -1928246 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1928694.875000 Penalty: 4963.221680
	Iteration 4Q: 3 clusters Score -1928695 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1929230.375000 Penalty: 4963.221680
	Iteration 5Q: 3 clusters Score -1929230 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1929858.625000 Penalty: 4963.221680
	Iteration 6Q: 3 clusters Score -1929859 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1930642.500000 Penalty: 4963.221680
	Iteration 7Q: 3 clusters Score -1930642 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1931582.250000 Penalty: 4963.221680
	Iteration 8F: 3 clusters Score -1931582 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1932489.625000 Penalty: 4963.221680
	Iteration 9F: 3 clusters Score -1932490 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1933332.000000 Penalty: 4963.221680
	Iteration 10Q: 3 clusters Score -1933332 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1934031.750000 Penalty: 4963.221680
	Iteration 11Q: 3 clusters Score -1934032 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1934524.625000 Penalty: 4963.221680
	Iteration 12Q: 3 clusters Score -1934525 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1934853.500000 Penalty: 4963.221680
	Iteration 13Q: 3 clusters Score -1934854 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1935084.750000 Penalty: 4963.221680
	Iteration 14Q: 3 clusters Score -1935085 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1935243.125000 Penalty: 4963.221680
	Iteration 15Q: 3 clusters Score -1935243 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1935339.875000 Penalty: 4963.221680
	Iteration 16Q: 3 clusters Score -1935340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1935417.750000 Penalty: 4963.221680
	Iteration 17Q: 3 clusters Score -1935418 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1935485.625000 Penalty: 4963.221680
	Iteration 18Q: 3 clusters Score -1935486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1935536.000000 Penalty: 4963.221680
	Iteration 19Q: 3 clusters Score -1935536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1935565.000000 Penalty: 4963.221680
	Iteration 20F: 3 clusters Score -1935565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1935592.625000 Penalty: 4963.221680
	Iteration 21Q: 3 clusters Score -1935593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1935609.000000 Penalty: 4963.221680
	Iteration 22Q: 3 clusters Score -1935609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1935628.250000 Penalty: 4963.221680
	Iteration 23Q: 3 clusters Score -1935628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1935645.625000 Penalty: 4963.221680
	Iteration 24Q: 3 clusters Score -1935646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1935656.250000 Penalty: 4963.221680
	Iteration 25Q: 3 clusters Score -1935656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1935665.500000 Penalty: 4963.221680
	Iteration 26Q: 3 clusters Score -1935666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1935670.250000 Penalty: 4963.221680
	Iteration 27Q: 3 clusters Score -1935670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1935672.250000 Penalty: 4963.221680
	Iteration 28Q: 3 clusters Score -1935672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1935674.125000 Penalty: 4963.221680
	Iteration 29Q: 3 clusters Score -1935674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1935676.750000 Penalty: 4963.221680
	Iteration 30Q: 3 clusters Score -1935677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1935680.000000 Penalty: 4963.221680
	Iteration 31Q: 3 clusters Score -1935680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1935683.875000 Penalty: 4963.221680
	Iteration 32Q: 3 clusters Score -1935684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1935686.000000 Penalty: 4963.221680
	Iteration 33Q: 3 clusters Score -1935686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1935689.750000 Penalty: 4963.221680
	Iteration 34Q: 3 clusters Score -1935690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1935689.625000 Penalty: 4963.221680
	Iteration 35Q: 3 clusters Score -1935690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1935689.875000 Penalty: 4963.221680
	Iteration 36Q: 3 clusters Score -1935690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1935689.750000 Penalty: 4963.221680
	Iteration 37Q: 3 clusters Score -1935690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1935690.125000 Penalty: 4963.221680
	Iteration 38Q: 3 clusters Score -1935690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1935690.125000 Penalty: 4963.221680
	Iteration 39F: 3 clusters Score -1935690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Entering Unmasked Estep 
Score: -924019.750000 Penalty: 2309.419434
	Iteration 0F: 2 clusters Score -924019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -915607.875000 Penalty: 4618.838867
	Iteration 0F: 3 clusters Score -915607.9 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -918160.687500 Penalty: 4618.838867
	Iteration 1F: 3 clusters Score -918160.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -918578.062500 Penalty: 4618.838867
	Iteration 2F: 3 clusters Score -918578.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -918926.375000 Penalty: 4618.838867
	Iteration 3F: 3 clusters Score -918926.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -919303.875000 Penalty: 4618.838867
	Iteration 4F: 3 clusters Score -919303.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -919687.437500 Penalty: 4618.838867
	Iteration 5F: 3 clusters Score -919687.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -920082.250000 Penalty: 4618.838867
	Iteration 6Q: 3 clusters Score -920082.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -920550.750000 Penalty: 4618.838867
	Iteration 7F: 3 clusters Score -920550.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -921031.312500 Penalty: 4618.838867
	Iteration 8F: 3 clusters Score -921031.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -921447.562500 Penalty: 4618.838867
	Iteration 9Q: 3 clusters Score -921447.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -921742.437500 Penalty: 4618.838867
	Iteration 10Q: 3 clusters Score -921742.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -921957.312500 Penalty: 4618.838867
	Iteration 11Q: 3 clusters Score -921957.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -922113.250000 Penalty: 4618.838867
	Iteration 12Q: 3 clusters Score -922113.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -922244.062500 Penalty: 4618.838867
	Iteration 13Q: 3 clusters Score -922244.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -922318.812500 Penalty: 4618.838867
	Iteration 14Q: 3 clusters Score -922318.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -922374.500000 Penalty: 4618.838867
	Iteration 15Q: 3 clusters Score -922374.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -922420.187500 Penalty: 4618.838867
	Iteration 16Q: 3 clusters Score -922420.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -922457.375000 Penalty: 4618.838867
	Iteration 17Q: 3 clusters Score -922457.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -922485.500000 Penalty: 4618.838867
	Iteration 18Q: 3 clusters Score -922485.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -922514.625000 Penalty: 4618.838867
	Iteration 19Q: 3 clusters Score -922514.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -922563.250000 Penalty: 4618.838867
	Iteration 20F: 3 clusters Score -922563.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -922647.062500 Penalty: 4618.838867
	Iteration 21Q: 3 clusters Score -922647.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -922751.250000 Penalty: 4618.838867
	Iteration 22Q: 3 clusters Score -922751.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -922886.250000 Penalty: 4618.838867
	Iteration 23Q: 3 clusters Score -922886.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -922990.750000 Penalty: 4618.838867
	Iteration 24Q: 3 clusters Score -922990.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -923058.312500 Penalty: 4618.838867
	Iteration 25Q: 3 clusters Score -923058.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -923091.312500 Penalty: 4618.838867
	Iteration 26Q: 3 clusters Score -923091.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -923108.250000 Penalty: 4618.838867
	Iteration 27Q: 3 clusters Score -923108.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -923119.937500 Penalty: 4618.838867
	Iteration 28Q: 3 clusters Score -923119.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -923126.500000 Penalty: 4618.838867
	Iteration 29Q: 3 clusters Score -923126.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -923131.437500 Penalty: 4618.838867
	Iteration 30Q: 3 clusters Score -923131.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -923133.187500 Penalty: 4618.838867
	Iteration 31Q: 3 clusters Score -923133.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -923137.062500 Penalty: 4618.838867
	Iteration 32Q: 3 clusters Score -923137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -923137.250000 Penalty: 4618.838867
	Iteration 33Q: 3 clusters Score -923137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -923137.875000 Penalty: 4618.838867
	Iteration 34Q: 3 clusters Score -923137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -923138.125000 Penalty: 4618.838867
	Iteration 35Q: 3 clusters Score -923138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -923138.125000 Penalty: 4618.838867
	Iteration 36F: 3 clusters Score -923138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -145791.015625 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -145791 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 888 members 
Entering Unmasked Estep 
Score: -143304.843750 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -143304.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -143732.796875 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -143732.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -143879.390625 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -143879.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -143946.765625 Penalty: 3712.525391
	Iteration 3Q: 3 clusters Score -143946.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -143998.765625 Penalty: 3712.525391
	Iteration 4Q: 3 clusters Score -143998.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -144031.265625 Penalty: 3712.525391
	Iteration 5Q: 3 clusters Score -144031.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -144061.937500 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -144061.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144083.687500 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -144083.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144109.703125 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -144109.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144152.531250 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -144152.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144219.875000 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -144219.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144321.343750 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -144321.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -144469.671875 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -144469.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -144621.593750 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -144621.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -144747.109375 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -144747.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -144867.593750 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -144867.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -144977.781250 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -144977.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -145051.437500 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -145051.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -145089.546875 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -145089.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145107.609375 Penalty: 3712.525391
	Iteration 19Q: 3 clusters Score -145107.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145116.703125 Penalty: 3712.525391
	Iteration 20F: 3 clusters Score -145116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145118.968750 Penalty: 3712.525391
	Iteration 21Q: 3 clusters Score -145119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145119.843750 Penalty: 3712.525391
	Iteration 22Q: 3 clusters Score -145119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -145121.343750 Penalty: 3712.525391
	Iteration 23Q: 3 clusters Score -145121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145122.578125 Penalty: 3712.525391
	Iteration 24Q: 3 clusters Score -145122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -145122.578125 Penalty: 3712.525391
	Iteration 25F: 3 clusters Score -145122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -511398.500000 Penalty: 2191.168213
	Iteration 0F: 2 clusters Score -511398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -505732.500000 Penalty: 4382.336426
	Iteration 0F: 3 clusters Score -505732.5 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -507601.968750 Penalty: 4382.336426
	Iteration 1F: 3 clusters Score -507602 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -508123.062500 Penalty: 4382.336426
	Iteration 2F: 3 clusters Score -508123.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -508618.187500 Penalty: 4382.336426
	Iteration 3F: 3 clusters Score -508618.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -509110.406250 Penalty: 4382.336426
	Iteration 4F: 3 clusters Score -509110.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -509545.093750 Penalty: 4382.336426
	Iteration 5F: 3 clusters Score -509545.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -509914.750000 Penalty: 4382.336426
	Iteration 6F: 3 clusters Score -509914.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -510169.250000 Penalty: 4382.336426
	Iteration 7Q: 3 clusters Score -510169.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -510345.375000 Penalty: 4382.336426
	Iteration 8Q: 3 clusters Score -510345.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -510474.468750 Penalty: 4382.336426
	Iteration 9Q: 3 clusters Score -510474.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -510548.125000 Penalty: 4382.336426
	Iteration 10Q: 3 clusters Score -510548.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -510596.375000 Penalty: 4382.336426
	Iteration 11Q: 3 clusters Score -510596.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -510624.812500 Penalty: 4382.336426
	Iteration 12Q: 3 clusters Score -510624.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -510639.812500 Penalty: 4382.336426
	Iteration 13Q: 3 clusters Score -510639.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -510649.968750 Penalty: 4382.336426
	Iteration 14Q: 3 clusters Score -510650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -510658.312500 Penalty: 4382.336426
	Iteration 15Q: 3 clusters Score -510658.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -510665.218750 Penalty: 4382.336426
	Iteration 16Q: 3 clusters Score -510665.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -510668.937500 Penalty: 4382.336426
	Iteration 17Q: 3 clusters Score -510668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -510673.156250 Penalty: 4382.336426
	Iteration 18Q: 3 clusters Score -510673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -510678.125000 Penalty: 4382.336426
	Iteration 19Q: 3 clusters Score -510678.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -510682.437500 Penalty: 4382.336426
	Iteration 20F: 3 clusters Score -510682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -510686.312500 Penalty: 4382.336426
	Iteration 21Q: 3 clusters Score -510686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -510687.750000 Penalty: 4382.336426
	Iteration 22Q: 3 clusters Score -510687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -510689.875000 Penalty: 4382.336426
	Iteration 23Q: 3 clusters Score -510689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -510689.281250 Penalty: 4382.336426
	Iteration 24Q: 3 clusters Score -510689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -510690.343750 Penalty: 4382.336426
	Iteration 25Q: 3 clusters Score -510690.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -510690.343750 Penalty: 4382.336426
	Iteration 26F: 3 clusters Score -510690.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -666457.937500 Penalty: 2222.736816
	Iteration 0F: 2 clusters Score -666457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -660134.062500 Penalty: 4445.473633
	Iteration 0F: 3 clusters Score -660134.1 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -662133.062500 Penalty: 4445.473633
	Iteration 1F: 3 clusters Score -662133.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -662973.562500 Penalty: 4445.473633
	Iteration 2F: 3 clusters Score -662973.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -663829.000000 Penalty: 4445.473633
	Iteration 3F: 3 clusters Score -663829 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -664558.562500 Penalty: 4445.473633
	Iteration 4F: 3 clusters Score -664558.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -665027.937500 Penalty: 4445.473633
	Iteration 5F: 3 clusters Score -665027.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -665334.937500 Penalty: 4445.473633
	Iteration 6F: 3 clusters Score -665334.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -665523.000000 Penalty: 4445.473633
	Iteration 7Q: 3 clusters Score -665523 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -665629.187500 Penalty: 4445.473633
	Iteration 8Q: 3 clusters Score -665629.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -665688.750000 Penalty: 4445.473633
	Iteration 9Q: 3 clusters Score -665688.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -665727.187500 Penalty: 4445.473633
	Iteration 10Q: 3 clusters Score -665727.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -665760.375000 Penalty: 4445.473633
	Iteration 11Q: 3 clusters Score -665760.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -665784.250000 Penalty: 4445.473633
	Iteration 12Q: 3 clusters Score -665784.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -665807.437500 Penalty: 4445.473633
	Iteration 13Q: 3 clusters Score -665807.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -665827.750000 Penalty: 4445.473633
	Iteration 14Q: 3 clusters Score -665827.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -665844.875000 Penalty: 4445.473633
	Iteration 15Q: 3 clusters Score -665844.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -665857.875000 Penalty: 4445.473633
	Iteration 16Q: 3 clusters Score -665857.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -665863.812500 Penalty: 4445.473633
	Iteration 17Q: 3 clusters Score -665863.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -665870.187500 Penalty: 4445.473633
	Iteration 18Q: 3 clusters Score -665870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -665877.437500 Penalty: 4445.473633
	Iteration 19Q: 3 clusters Score -665877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -665884.937500 Penalty: 4445.473633
	Iteration 20F: 3 clusters Score -665884.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -665888.812500 Penalty: 4445.473633
	Iteration 21Q: 3 clusters Score -665888.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -665895.812500 Penalty: 4445.473633
	Iteration 22Q: 3 clusters Score -665895.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -665899.500000 Penalty: 4445.473633
	Iteration 23Q: 3 clusters Score -665899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -665899.625000 Penalty: 4445.473633
	Iteration 24Q: 3 clusters Score -665899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -665902.250000 Penalty: 4445.473633
	Iteration 25Q: 3 clusters Score -665902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -665904.250000 Penalty: 4445.473633
	Iteration 26Q: 3 clusters Score -665904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -665904.312500 Penalty: 4445.473633
	Iteration 27Q: 3 clusters Score -665904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -665904.312500 Penalty: 4445.473633
	Iteration 28F: 3 clusters Score -665904.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Entering Unmasked Estep 
Score: -2347543.500000 Penalty: 2526.490723
	Iteration 0F: 2 clusters Score -2347544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2329207.250000 Penalty: 5052.981445
	Iteration 0F: 3 clusters Score -2329207 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2335735.000000 Penalty: 5052.981445
	Iteration 1F: 3 clusters Score -2335735 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2336170.500000 Penalty: 5052.981445
	Iteration 2Q: 3 clusters Score -2336170 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2336537.750000 Penalty: 5052.981445
	Iteration 3Q: 3 clusters Score -2336538 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2336863.250000 Penalty: 5052.981445
	Iteration 4Q: 3 clusters Score -2336863 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2337201.750000 Penalty: 5052.981445
	Iteration 5Q: 3 clusters Score -2337202 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2337559.250000 Penalty: 5052.981445
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2339114 nChanged 1261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2339904 nChanged 1348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2340839.250000 Penalty: 5052.981445
	Iteration 11F: 3 clusters Score -2340839 nChanged 1350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -2341848 nChanged 1195
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Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2342619 nChanged 942
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Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2343130 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2343611 nChanged 351
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Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2343714 nChanged 278
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Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2343788 nChanged 243
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Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2343848 nChanged 222
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Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2343894 nChanged 207
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Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2343944 nChanged 159
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Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2343979 nChanged 151
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Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2344004 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2344035.250000 Penalty: 5052.981445
	Iteration 24Q: 3 clusters Score -2344035 nChanged 130
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Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2344053 nChanged 124
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Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2344076 nChanged 113
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Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2344096 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2344106 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2344109 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2344116 nChanged 60
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Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2344125.750000 Penalty: 5052.981445
	Iteration 31Q: 3 clusters Score -2344126 nChanged 43
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Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2344132 nChanged 56
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Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2344138 nChanged 48
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Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2344139 nChanged 32
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Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2344146 nChanged 29
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Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2344151 nChanged 29
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2344150 nChanged 21
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Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2344157.750000 Penalty: 5052.981445
	Iteration 38Q: 3 clusters Score -2344158 nChanged 23
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Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2344150 nChanged 16
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Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2344160.750000 Penalty: 5052.981445
	Iteration 40F: 3 clusters Score -2344161 nChanged 12
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Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2344166 nChanged 10
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Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2344164 nChanged 8
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Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2344171.250000 Penalty: 5052.981445
	Iteration 43Q: 3 clusters Score -2344171 nChanged 11
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Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2344173 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2344174 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2344174 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2344171 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2344170 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2344168 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2344168 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2344169 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2344172 nChanged 15
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Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 18350 members 
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	Iteration 53Q: 3 clusters Score -2344170 nChanged 12
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Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 18362 members 
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	Iteration 54Q: 3 clusters Score -2344169 nChanged 16
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Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 18378 members 
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	Iteration 55Q: 3 clusters Score -2344169 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2344164 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2344165 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2344174 nChanged 24
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Mstep: Class 1 contains 8120 members 
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	Iteration 59Q: 3 clusters Score -2344172 nChanged 28
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Mstep: Class 1 contains 8092 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2344178 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8063 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2344185 nChanged 30
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Mstep: Class 1 contains 8037 members 
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	Iteration 62Q: 3 clusters Score -2344186 nChanged 24
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Mstep: Class 1 contains 8015 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2344188 nChanged 19
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Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2344189 nChanged 25
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Mstep: Class 1 contains 7971 members 
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Entering Unmasked Estep 
Score: -2344198.250000 Penalty: 5052.981445
	Iteration 65Q: 3 clusters Score -2344198 nChanged 24
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Mstep: Class 1 contains 7949 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2344196 nChanged 18
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Mstep: Class 1 contains 7933 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2344195 nChanged 18
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Mstep: Class 1 contains 7919 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2344194 nChanged 15
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Mstep: Class 1 contains 7904 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2344194 nChanged 21
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Mstep: Class 1 contains 7885 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2344199 nChanged 20
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Mstep: Class 1 contains 7865 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2344195 nChanged 21
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Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2344197 nChanged 22
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Mstep: Class 1 contains 7824 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2344200 nChanged 25
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Mstep: Class 1 contains 7799 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2344204 nChanged 24
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Mstep: Class 1 contains 7777 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2344203 nChanged 15
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Mstep: Class 1 contains 7764 members 
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	Iteration 76Q: 3 clusters Score -2344204 nChanged 16
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Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 18816 members 
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	Iteration 77Q: 3 clusters Score -2344205 nChanged 18
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Mstep: Class 1 contains 7734 members 
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	Iteration 78Q: 3 clusters Score -2344206 nChanged 29
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Mstep: Class 1 contains 7707 members 
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Score: -2344216.500000 Penalty: 5052.981445
	Iteration 79Q: 3 clusters Score -2344216 nChanged 33
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Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 18892 members 
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Score: -2344217.500000 Penalty: 5052.981445
	Iteration 80F: 3 clusters Score -2344218 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 18914 members 
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	Iteration 81Q: 3 clusters Score -2344220 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7621 members 
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Score: -2344224.500000 Penalty: 5052.981445
	Iteration 82Q: 3 clusters Score -2344224 nChanged 43
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Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 18990 members 
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Score: -2344229.500000 Penalty: 5052.981445
	Iteration 83Q: 3 clusters Score -2344230 nChanged 41
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Mstep: Class 1 contains 7539 members 
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Score: -2344234.500000 Penalty: 5052.981445
	Iteration 84Q: 3 clusters Score -2344234 nChanged 30
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Mstep: Class 1 contains 7509 members 
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Score: -2344237.500000 Penalty: 5052.981445
	Iteration 85Q: 3 clusters Score -2344238 nChanged 33
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Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 19092 members 
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Score: -2344244.750000 Penalty: 5052.981445
	Iteration 86Q: 3 clusters Score -2344245 nChanged 38
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Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 19122 members 
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	Iteration 87Q: 3 clusters Score -2344244 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7423 members 
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	Iteration 88Q: 3 clusters Score -2344248 nChanged 39
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Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 19182 members 
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	Iteration 89Q: 3 clusters Score -2344260 nChanged 48
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Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 19230 members 
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	Iteration 90Q: 3 clusters Score -2344262 nChanged 50
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Mstep: Class 1 contains 7288 members 
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	Iteration 91Q: 3 clusters Score -2344262 nChanged 59
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Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2344270.750000 Penalty: 5052.981445
	Iteration 92Q: 3 clusters Score -2344271 nChanged 64
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Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2344275.750000 Penalty: 5052.981445
	Iteration 93Q: 3 clusters Score -2344276 nChanged 63
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Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2344292.750000 Penalty: 5052.981445
	Iteration 94Q: 3 clusters Score -2344293 nChanged 68
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2344296 nChanged 76
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Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2344308.750000 Penalty: 5052.981445
	Iteration 96Q: 3 clusters Score -2344309 nChanged 67
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Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2344317.000000 Penalty: 5052.981445
	Iteration 97Q: 3 clusters Score -2344317 nChanged 77
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Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2344331.750000 Penalty: 5052.981445
	Iteration 98Q: 3 clusters Score -2344332 nChanged 79
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Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2344343.500000 Penalty: 5052.981445
	Iteration 99Q: 3 clusters Score -2344344 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2344369.500000 Penalty: 5052.981445
	Iteration 100F: 3 clusters Score -2344370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2344378.500000 Penalty: 5052.981445
	Iteration 101Q: 3 clusters Score -2344378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2344390.000000 Penalty: 5052.981445
	Iteration 102Q: 3 clusters Score -2344390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2344398.750000 Penalty: 5052.981445
	Iteration 103Q: 3 clusters Score -2344399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2344422.000000 Penalty: 5052.981445
	Iteration 104Q: 3 clusters Score -2344422 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2344441.250000 Penalty: 5052.981445
	Iteration 105Q: 3 clusters Score -2344441 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2344461.000000 Penalty: 5052.981445
	Iteration 106Q: 3 clusters Score -2344461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2344495.000000 Penalty: 5052.981445
	Iteration 107Q: 3 clusters Score -2344495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2344523.750000 Penalty: 5052.981445
	Iteration 108Q: 3 clusters Score -2344524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2344556.750000 Penalty: 5052.981445
	Iteration 109Q: 3 clusters Score -2344557 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2344584.000000 Penalty: 5052.981445
	Iteration 110Q: 3 clusters Score -2344584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2344611.500000 Penalty: 5052.981445
	Iteration 111Q: 3 clusters Score -2344612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2344623.750000 Penalty: 5052.981445
	Iteration 112Q: 3 clusters Score -2344624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2344651.250000 Penalty: 5052.981445
	Iteration 113Q: 3 clusters Score -2344651 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2344681.500000 Penalty: 5052.981445
	Iteration 114Q: 3 clusters Score -2344682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2344711.250000 Penalty: 5052.981445
	Iteration 115Q: 3 clusters Score -2344711 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2344726.500000 Penalty: 5052.981445
	Iteration 116Q: 3 clusters Score -2344726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2344754.500000 Penalty: 5052.981445
	Iteration 117Q: 3 clusters Score -2344754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2344778.500000 Penalty: 5052.981445
	Iteration 118Q: 3 clusters Score -2344778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2344796.750000 Penalty: 5052.981445
	Iteration 119Q: 3 clusters Score -2344797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2344803.750000 Penalty: 5052.981445
	Iteration 120F: 3 clusters Score -2344804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2344823.750000 Penalty: 5052.981445
	Iteration 121Q: 3 clusters Score -2344824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2344834.500000 Penalty: 5052.981445
	Iteration 122Q: 3 clusters Score -2344834 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2344860.750000 Penalty: 5052.981445
	Iteration 123Q: 3 clusters Score -2344861 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2344886.000000 Penalty: 5052.981445
	Iteration 124Q: 3 clusters Score -2344886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2344902.000000 Penalty: 5052.981445
	Iteration 125Q: 3 clusters Score -2344902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2344923.250000 Penalty: 5052.981445
	Iteration 126Q: 3 clusters Score -2344923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2344942.750000 Penalty: 5052.981445
	Iteration 127Q: 3 clusters Score -2344943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2344957.000000 Penalty: 5052.981445
	Iteration 128Q: 3 clusters Score -2344957 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2344977.750000 Penalty: 5052.981445
	Iteration 129Q: 3 clusters Score -2344978 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2344997.000000 Penalty: 5052.981445
	Iteration 130Q: 3 clusters Score -2344997 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2345014.250000 Penalty: 5052.981445
	Iteration 131Q: 3 clusters Score -2345014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2345033.750000 Penalty: 5052.981445
	Iteration 132Q: 3 clusters Score -2345034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2345049.250000 Penalty: 5052.981445
	Iteration 133Q: 3 clusters Score -2345049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2345061.500000 Penalty: 5052.981445
	Iteration 134Q: 3 clusters Score -2345062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2345083.250000 Penalty: 5052.981445
	Iteration 135Q: 3 clusters Score -2345083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -2345092.750000 Penalty: 5052.981445
	Iteration 136Q: 3 clusters Score -2345093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -2345105.750000 Penalty: 5052.981445
	Iteration 137Q: 3 clusters Score -2345106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -2345113.000000 Penalty: 5052.981445
	Iteration 138Q: 3 clusters Score -2345113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2345123.500000 Penalty: 5052.981445
	Iteration 139Q: 3 clusters Score -2345124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2345130.500000 Penalty: 5052.981445
	Iteration 140F: 3 clusters Score -2345130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2345142.250000 Penalty: 5052.981445
	Iteration 141Q: 3 clusters Score -2345142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2345147.250000 Penalty: 5052.981445
	Iteration 142Q: 3 clusters Score -2345147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2345150.000000 Penalty: 5052.981445
	Iteration 143Q: 3 clusters Score -2345150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2345157.250000 Penalty: 5052.981445
	Iteration 144Q: 3 clusters Score -2345157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2345159.500000 Penalty: 5052.981445
	Iteration 145Q: 3 clusters Score -2345160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2345169.750000 Penalty: 5052.981445
	Iteration 146Q: 3 clusters Score -2345170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2345175.500000 Penalty: 5052.981445
	Iteration 147Q: 3 clusters Score -2345176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -2345182.250000 Penalty: 5052.981445
	Iteration 148Q: 3 clusters Score -2345182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2345182.250000 Penalty: 5052.981445
	Iteration 149Q: 3 clusters Score -2345182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2345183.500000 Penalty: 5052.981445
	Iteration 150Q: 3 clusters Score -2345184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2345182.500000 Penalty: 5052.981445
	Iteration 151Q: 3 clusters Score -2345182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2345193.500000 Penalty: 5052.981445
	Iteration 152Q: 3 clusters Score -2345194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2345195.750000 Penalty: 5052.981445
	Iteration 153Q: 3 clusters Score -2345196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2345199.500000 Penalty: 5052.981445
	Iteration 154Q: 3 clusters Score -2345200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2345202.750000 Penalty: 5052.981445
	Iteration 155Q: 3 clusters Score -2345203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2345199.250000 Penalty: 5052.981445
	Iteration 156Q: 3 clusters Score -2345199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2345202.750000 Penalty: 5052.981445
	Iteration 157Q: 3 clusters Score -2345203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2345198.000000 Penalty: 5052.981445
	Iteration 158Q: 3 clusters Score -2345198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2345199.500000 Penalty: 5052.981445
	Iteration 159Q: 3 clusters Score -2345200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2345204.000000 Penalty: 5052.981445
	Iteration 160F: 3 clusters Score -2345204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2345207.250000 Penalty: 5052.981445
	Iteration 161Q: 3 clusters Score -2345207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2345206.750000 Penalty: 5052.981445
	Iteration 162Q: 3 clusters Score -2345207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2345208.750000 Penalty: 5052.981445
	Iteration 163Q: 3 clusters Score -2345209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2345210.750000 Penalty: 5052.981445
	Iteration 164Q: 3 clusters Score -2345211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2345209.500000 Penalty: 5052.981445
	Iteration 165Q: 3 clusters Score -2345210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2345209.500000 Penalty: 5052.981445
	Iteration 166F: 3 clusters Score -2345210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (412205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412205 members 
Entering Unmasked Estep 
Score: -36422112.000000 Penalty: 3206.460449
	Iteration 0F: 2 clusters Score -3.642211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205541 members 
Mstep: Class 2 contains 206664 members 
Entering Unmasked Estep 
Score: -36143768.000000 Penalty: 6412.920898
	Iteration 0F: 3 clusters Score -3.614377e+07 nChanged 200637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193738 members 
Mstep: Class 2 contains 218467 members 
Entering Unmasked Estep 
Score: -36264180.000000 Penalty: 6412.920898
	Iteration 1F: 3 clusters Score -3.626418e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185565 members 
Mstep: Class 2 contains 226640 members 
Entering Unmasked Estep 
Score: -36266816.000000 Penalty: 6412.920898
	Iteration 2Q: 3 clusters Score -3.626682e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 239692 members 
Entering Unmasked Estep 
Score: -36271200.000000 Penalty: 6412.920898
	Iteration 3Q: 3 clusters Score -3.62712e+07 nChanged 20732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152129 members 
Mstep: Class 2 contains 260076 members 
Entering Unmasked Estep 
Score: -36280420.000000 Penalty: 6412.920898
	Iteration 4F: 3 clusters Score -3.628042e+07 nChanged 30114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122091 members 
Mstep: Class 2 contains 290114 members 
Entering Unmasked Estep 
Score: -36299636.000000 Penalty: 6412.920898
	Iteration 5F: 3 clusters Score -3.629964e+07 nChanged 39889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 329991 members 
Entering Unmasked Estep 
Score: -36334392.000000 Penalty: 6412.920898
	Iteration 6F: 3 clusters Score -3.633439e+07 nChanged 41468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 371457 members 
Entering Unmasked Estep 
Score: -36377560.000000 Penalty: 6412.920898
	Iteration 7F: 3 clusters Score -3.637756e+07 nChanged 27530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 398987 members 
Entering Unmasked Estep 
Score: -36406552.000000 Penalty: 6412.920898
	Iteration 8F: 3 clusters Score -3.640655e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 409044 members 
Entering Unmasked Estep 
Score: -36416284.000000 Penalty: 6412.920898
	Iteration 9Q: 3 clusters Score -3.641628e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 411415 members 
Entering Unmasked Estep 
Score: -36418444.000000 Penalty: 6412.920898
	Iteration 10Q: 3 clusters Score -3.641844e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 411880 members 
Entering Unmasked Estep 
Score: -36418864.000000 Penalty: 6412.920898
	Iteration 11Q: 3 clusters Score -3.641886e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 411969 members 
Entering Unmasked Estep 
Score: -36419080.000000 Penalty: 6412.920898
	Iteration 12Q: 3 clusters Score -3.641908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 411994 members 
Entering Unmasked Estep 
Score: -36419152.000000 Penalty: 6412.920898
	Iteration 13Q: 3 clusters Score -3.641915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 412007 members 
Entering Unmasked Estep 
Score: -36419204.000000 Penalty: 6412.920898
	Iteration 14Q: 3 clusters Score -3.64192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 412010 members 
Entering Unmasked Estep 
Score: -36419236.000000 Penalty: 6412.920898
	Iteration 15Q: 3 clusters Score -3.641924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 412009 members 
Entering Unmasked Estep 
Score: -36419252.000000 Penalty: 6412.920898
	Iteration 16Q: 3 clusters Score -3.641925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 412006 members 
Entering Unmasked Estep 
Score: -36419248.000000 Penalty: 6412.920898
	Iteration 17Q: 3 clusters Score -3.641925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 412006 members 
Entering Unmasked Estep 
Score: -36419268.000000 Penalty: 6412.920898
	Iteration 18Q: 3 clusters Score -3.641927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 412006 members 
Entering Unmasked Estep 
Score: -36419292.000000 Penalty: 6412.920898
	Iteration 19Q: 3 clusters Score -3.641929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 412009 members 
Entering Unmasked Estep 
Score: -36419312.000000 Penalty: 6412.920898
	Iteration 20F: 3 clusters Score -3.641931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 412007 members 
Entering Unmasked Estep 
Score: -36419316.000000 Penalty: 6412.920898
	Iteration 21Q: 3 clusters Score -3.641932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 412007 members 
Entering Unmasked Estep 
Score: -36419316.000000 Penalty: 6412.920898
	Iteration 22F: 3 clusters Score -3.641932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Entering Unmasked Estep 
Score: -383123.312500 Penalty: 2096.865967
	Iteration 0F: 2 clusters Score -383123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -378864.593750 Penalty: 4193.731934
	Iteration 0F: 3 clusters Score -378864.6 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -379956.750000 Penalty: 4193.731934
	Iteration 1F: 3 clusters Score -379956.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -380173.031250 Penalty: 4193.731934
	Iteration 2F: 3 clusters Score -380173 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -380337.312500 Penalty: 4193.731934
	Iteration 3F: 3 clusters Score -380337.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -380473.312500 Penalty: 4193.731934
	Iteration 4Q: 3 clusters Score -380473.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -380594.031250 Penalty: 4193.731934
	Iteration 5Q: 3 clusters Score -380594 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -380694.312500 Penalty: 4193.731934
	Iteration 6Q: 3 clusters Score -380694.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -380786.218750 Penalty: 4193.731934
	Iteration 7Q: 3 clusters Score -380786.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -380874.625000 Penalty: 4193.731934
	Iteration 8Q: 3 clusters Score -380874.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -380975.281250 Penalty: 4193.731934
	Iteration 9Q: 3 clusters Score -380975.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -381064.187500 Penalty: 4193.731934
	Iteration 10Q: 3 clusters Score -381064.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -381131.625000 Penalty: 4193.731934
	Iteration 11Q: 3 clusters Score -381131.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -381192.093750 Penalty: 4193.731934
	Iteration 12Q: 3 clusters Score -381192.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -381250.531250 Penalty: 4193.731934
	Iteration 13Q: 3 clusters Score -381250.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -381316.343750 Penalty: 4193.731934
	Iteration 14Q: 3 clusters Score -381316.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -381375.968750 Penalty: 4193.731934
	Iteration 15Q: 3 clusters Score -381376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -381420.875000 Penalty: 4193.731934
	Iteration 16Q: 3 clusters Score -381420.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -381470.531250 Penalty: 4193.731934
	Iteration 17Q: 3 clusters Score -381470.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -381509.687500 Penalty: 4193.731934
	Iteration 18Q: 3 clusters Score -381509.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -381543.656250 Penalty: 4193.731934
	Iteration 19Q: 3 clusters Score -381543.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -381564.093750 Penalty: 4193.731934
	Iteration 20F: 3 clusters Score -381564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -381578.343750 Penalty: 4193.731934
	Iteration 21Q: 3 clusters Score -381578.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -381586.781250 Penalty: 4193.731934
	Iteration 22Q: 3 clusters Score -381586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -381591.000000 Penalty: 4193.731934
	Iteration 23Q: 3 clusters Score -381591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -381597.625000 Penalty: 4193.731934
	Iteration 24Q: 3 clusters Score -381597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -381599.062500 Penalty: 4193.731934
	Iteration 25Q: 3 clusters Score -381599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -381601.781250 Penalty: 4193.731934
	Iteration 26Q: 3 clusters Score -381601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -381601.625000 Penalty: 4193.731934
	Iteration 27Q: 3 clusters Score -381601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -381602.718750 Penalty: 4193.731934
	Iteration 28Q: 3 clusters Score -381602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -381603.218750 Penalty: 4193.731934
	Iteration 29Q: 3 clusters Score -381603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -381603.218750 Penalty: 4193.731934
	Iteration 30F: 3 clusters Score -381603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Entering Unmasked Estep 
Score: -1525176.500000 Penalty: 2425.641113
	Iteration 0F: 2 clusters Score -1525176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1512570.250000 Penalty: 4851.282227
	Iteration 0F: 3 clusters Score -1512570 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1516742.500000 Penalty: 4851.282227
	Iteration 1F: 3 clusters Score -1516742 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1517201.750000 Penalty: 4851.282227
	Iteration 2F: 3 clusters Score -1517202 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1517570.250000 Penalty: 4851.282227
	Iteration 3F: 3 clusters Score -1517570 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1517922.000000 Penalty: 4851.282227
	Iteration 4Q: 3 clusters Score -1517922 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1518260.750000 Penalty: 4851.282227
	Iteration 5Q: 3 clusters Score -1518261 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1518651.875000 Penalty: 4851.282227
	Iteration 6Q: 3 clusters Score -1518652 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1519077.375000 Penalty: 4851.282227
	Iteration 7Q: 3 clusters Score -1519077 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1519527.250000 Penalty: 4851.282227
	Iteration 8Q: 3 clusters Score -1519527 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1520121.375000 Penalty: 4851.282227
	Iteration 9Q: 3 clusters Score -1520121 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1520806.000000 Penalty: 4851.282227
	Iteration 10F: 3 clusters Score -1520806 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1521693.250000 Penalty: 4851.282227
	Iteration 11F: 3 clusters Score -1521693 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1522707.500000 Penalty: 4851.282227
	Iteration 12F: 3 clusters Score -1522708 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1523570.750000 Penalty: 4851.282227
	Iteration 13F: 3 clusters Score -1523571 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1524007.625000 Penalty: 4851.282227
	Iteration 14Q: 3 clusters Score -1524008 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1524221.500000 Penalty: 4851.282227
	Iteration 15Q: 3 clusters Score -1524222 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1524315.750000 Penalty: 4851.282227
	Iteration 16Q: 3 clusters Score -1524316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1524368.625000 Penalty: 4851.282227
	Iteration 17Q: 3 clusters Score -1524369 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1524389.125000 Penalty: 4851.282227
	Iteration 18Q: 3 clusters Score -1524389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1524402.500000 Penalty: 4851.282227
	Iteration 19Q: 3 clusters Score -1524402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1524410.125000 Penalty: 4851.282227
	Iteration 20F: 3 clusters Score -1524410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1524416.625000 Penalty: 4851.282227
	Iteration 21Q: 3 clusters Score -1524417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1524416.750000 Penalty: 4851.282227
	Iteration 22Q: 3 clusters Score -1524417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1524419.250000 Penalty: 4851.282227
	Iteration 23Q: 3 clusters Score -1524419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1524421.750000 Penalty: 4851.282227
	Iteration 24Q: 3 clusters Score -1524422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1524422.125000 Penalty: 4851.282227
	Iteration 25Q: 3 clusters Score -1524422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1524422.875000 Penalty: 4851.282227
	Iteration 26Q: 3 clusters Score -1524423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1524422.750000 Penalty: 4851.282227
	Iteration 27Q: 3 clusters Score -1524423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1524422.625000 Penalty: 4851.282227
	Iteration 28Q: 3 clusters Score -1524423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1524428.875000 Penalty: 4851.282227
	Iteration 29Q: 3 clusters Score -1524429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1524427.875000 Penalty: 4851.282227
	Iteration 30Q: 3 clusters Score -1524428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1524430.500000 Penalty: 4851.282227
	Iteration 31Q: 3 clusters Score -1524430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1524426.500000 Penalty: 4851.282227
	Iteration 32Q: 3 clusters Score -1524426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1524423.250000 Penalty: 4851.282227
	Iteration 33Q: 3 clusters Score -1524423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1524426.250000 Penalty: 4851.282227
	Iteration 34Q: 3 clusters Score -1524426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1524427.375000 Penalty: 4851.282227
	Iteration 35Q: 3 clusters Score -1524427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1524427.250000 Penalty: 4851.282227
	Iteration 36Q: 3 clusters Score -1524427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1524428.250000 Penalty: 4851.282227
	Iteration 37Q: 3 clusters Score -1524428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1524431.000000 Penalty: 4851.282227
	Iteration 38Q: 3 clusters Score -1524431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1524429.000000 Penalty: 4851.282227
	Iteration 39Q: 3 clusters Score -1524429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1524428.375000 Penalty: 4851.282227
	Iteration 40F: 3 clusters Score -1524428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1524429.500000 Penalty: 4851.282227
	Iteration 41Q: 3 clusters Score -1524430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1524427.250000 Penalty: 4851.282227
	Iteration 42Q: 3 clusters Score -1524427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1524426.250000 Penalty: 4851.282227
	Iteration 43Q: 3 clusters Score -1524426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1524425.750000 Penalty: 4851.282227
	Iteration 44Q: 3 clusters Score -1524426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1524425.750000 Penalty: 4851.282227
	Iteration 45F: 3 clusters Score -1524426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -951237.187500 Penalty: 2327.388184
	Iteration 0F: 2 clusters Score -951237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -942317.812500 Penalty: 4654.776367
	Iteration 0F: 3 clusters Score -942317.8 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -945139.750000 Penalty: 4654.776367
	Iteration 1F: 3 clusters Score -945139.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -945618.312500 Penalty: 4654.776367
	Iteration 2F: 3 clusters Score -945618.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -946045.500000 Penalty: 4654.776367
	Iteration 3F: 3 clusters Score -946045.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -946456.250000 Penalty: 4654.776367
	Iteration 4F: 3 clusters Score -946456.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -946939.687500 Penalty: 4654.776367
	Iteration 5F: 3 clusters Score -946939.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -947514.000000 Penalty: 4654.776367
	Iteration 6F: 3 clusters Score -947514 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -948068.312500 Penalty: 4654.776367
	Iteration 7F: 3 clusters Score -948068.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -948468.687500 Penalty: 4654.776367
	Iteration 8Q: 3 clusters Score -948468.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -948747.750000 Penalty: 4654.776367
	Iteration 9Q: 3 clusters Score -948747.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -948957.000000 Penalty: 4654.776367
	Iteration 10Q: 3 clusters Score -948957 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -949091.500000 Penalty: 4654.776367
	Iteration 11Q: 3 clusters Score -949091.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -949183.437500 Penalty: 4654.776367
	Iteration 12Q: 3 clusters Score -949183.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -949232.437500 Penalty: 4654.776367
	Iteration 13Q: 3 clusters Score -949232.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -949272.000000 Penalty: 4654.776367
	Iteration 14Q: 3 clusters Score -949272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -949302.875000 Penalty: 4654.776367
	Iteration 15Q: 3 clusters Score -949302.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -949336.625000 Penalty: 4654.776367
	Iteration 16Q: 3 clusters Score -949336.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -949358.437500 Penalty: 4654.776367
	Iteration 17Q: 3 clusters Score -949358.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -949373.375000 Penalty: 4654.776367
	Iteration 18Q: 3 clusters Score -949373.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -949386.187500 Penalty: 4654.776367
	Iteration 19Q: 3 clusters Score -949386.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -949393.562500 Penalty: 4654.776367
	Iteration 20F: 3 clusters Score -949393.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -949401.687500 Penalty: 4654.776367
	Iteration 21Q: 3 clusters Score -949401.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -949404.875000 Penalty: 4654.776367
	Iteration 22Q: 3 clusters Score -949404.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -949410.937500 Penalty: 4654.776367
	Iteration 23Q: 3 clusters Score -949410.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -949417.312500 Penalty: 4654.776367
	Iteration 24Q: 3 clusters Score -949417.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -949420.812500 Penalty: 4654.776367
	Iteration 25Q: 3 clusters Score -949420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -949428.062500 Penalty: 4654.776367
	Iteration 26Q: 3 clusters Score -949428.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -949431.312500 Penalty: 4654.776367
	Iteration 27Q: 3 clusters Score -949431.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -949434.562500 Penalty: 4654.776367
	Iteration 28Q: 3 clusters Score -949434.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -949437.750000 Penalty: 4654.776367
	Iteration 29Q: 3 clusters Score -949437.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -949443.437500 Penalty: 4654.776367
	Iteration 30Q: 3 clusters Score -949443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -949447.812500 Penalty: 4654.776367
	Iteration 31Q: 3 clusters Score -949447.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -949448.375000 Penalty: 4654.776367
	Iteration 32Q: 3 clusters Score -949448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -949449.000000 Penalty: 4654.776367
	Iteration 33Q: 3 clusters Score -949449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -949451.250000 Penalty: 4654.776367
	Iteration 34Q: 3 clusters Score -949451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -949453.750000 Penalty: 4654.776367
	Iteration 35Q: 3 clusters Score -949453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -949456.000000 Penalty: 4654.776367
	Iteration 36Q: 3 clusters Score -949456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -949458.750000 Penalty: 4654.776367
	Iteration 37Q: 3 clusters Score -949458.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -949459.687500 Penalty: 4654.776367
	Iteration 38Q: 3 clusters Score -949459.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -949462.875000 Penalty: 4654.776367
	Iteration 39Q: 3 clusters Score -949462.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -949467.125000 Penalty: 4654.776367
	Iteration 40F: 3 clusters Score -949467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -949472.750000 Penalty: 4654.776367
	Iteration 41Q: 3 clusters Score -949472.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -949476.500000 Penalty: 4654.776367
	Iteration 42Q: 3 clusters Score -949476.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -949477.875000 Penalty: 4654.776367
	Iteration 43Q: 3 clusters Score -949477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -949480.000000 Penalty: 4654.776367
	Iteration 44Q: 3 clusters Score -949480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -949481.687500 Penalty: 4654.776367
	Iteration 45Q: 3 clusters Score -949481.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -949481.875000 Penalty: 4654.776367
	Iteration 46Q: 3 clusters Score -949481.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -949484.125000 Penalty: 4654.776367
	Iteration 47Q: 3 clusters Score -949484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -949486.250000 Penalty: 4654.776367
	Iteration 48Q: 3 clusters Score -949486.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -949487.750000 Penalty: 4654.776367
	Iteration 49Q: 3 clusters Score -949487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -949491.187500 Penalty: 4654.776367
	Iteration 50Q: 3 clusters Score -949491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -949491.812500 Penalty: 4654.776367
	Iteration 51Q: 3 clusters Score -949491.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -949493.062500 Penalty: 4654.776367
	Iteration 52Q: 3 clusters Score -949493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -949497.500000 Penalty: 4654.776367
	Iteration 53Q: 3 clusters Score -949497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -949498.250000 Penalty: 4654.776367
	Iteration 54Q: 3 clusters Score -949498.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -949502.000000 Penalty: 4654.776367
	Iteration 55Q: 3 clusters Score -949502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -949505.250000 Penalty: 4654.776367
	Iteration 56Q: 3 clusters Score -949505.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -949508.937500 Penalty: 4654.776367
	Iteration 57Q: 3 clusters Score -949508.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -949509.312500 Penalty: 4654.776367
	Iteration 58Q: 3 clusters Score -949509.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -949512.500000 Penalty: 4654.776367
	Iteration 59Q: 3 clusters Score -949512.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -949516.312500 Penalty: 4654.776367
	Iteration 60F: 3 clusters Score -949516.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -949521.687500 Penalty: 4654.776367
	Iteration 61Q: 3 clusters Score -949521.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -949525.250000 Penalty: 4654.776367
	Iteration 62Q: 3 clusters Score -949525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -949526.937500 Penalty: 4654.776367
	Iteration 63Q: 3 clusters Score -949526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -949525.437500 Penalty: 4654.776367
	Iteration 64Q: 3 clusters Score -949525.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -949528.625000 Penalty: 4654.776367
	Iteration 65Q: 3 clusters Score -949528.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -949529.562500 Penalty: 4654.776367
	Iteration 66Q: 3 clusters Score -949529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -949530.625000 Penalty: 4654.776367
	Iteration 67Q: 3 clusters Score -949530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -949531.375000 Penalty: 4654.776367
	Iteration 68Q: 3 clusters Score -949531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -949531.437500 Penalty: 4654.776367
	Iteration 69Q: 3 clusters Score -949531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -949538.000000 Penalty: 4654.776367
	Iteration 70Q: 3 clusters Score -949538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -949539.750000 Penalty: 4654.776367
	Iteration 71Q: 3 clusters Score -949539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -949541.562500 Penalty: 4654.776367
	Iteration 72Q: 3 clusters Score -949541.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -949546.437500 Penalty: 4654.776367
	Iteration 73Q: 3 clusters Score -949546.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -949550.187500 Penalty: 4654.776367
	Iteration 74Q: 3 clusters Score -949550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -949553.125000 Penalty: 4654.776367
	Iteration 75Q: 3 clusters Score -949553.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -949555.625000 Penalty: 4654.776367
	Iteration 76Q: 3 clusters Score -949555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -949556.812500 Penalty: 4654.776367
	Iteration 77Q: 3 clusters Score -949556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -949563.187500 Penalty: 4654.776367
	Iteration 78Q: 3 clusters Score -949563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -949564.437500 Penalty: 4654.776367
	Iteration 79Q: 3 clusters Score -949564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -949563.500000 Penalty: 4654.776367
	Iteration 80F: 3 clusters Score -949563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -949566.000000 Penalty: 4654.776367
	Iteration 81Q: 3 clusters Score -949566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -949564.937500 Penalty: 4654.776367
	Iteration 82Q: 3 clusters Score -949564.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -949566.375000 Penalty: 4654.776367
	Iteration 83Q: 3 clusters Score -949566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -949565.937500 Penalty: 4654.776367
	Iteration 84Q: 3 clusters Score -949565.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -949565.937500 Penalty: 4654.776367
	Iteration 85F: 3 clusters Score -949565.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Entering Unmasked Estep 
Score: -2510194.500000 Penalty: 2549.713379
	Iteration 0F: 2 clusters Score -2510194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2490306.750000 Penalty: 5099.426758
	Iteration 0F: 3 clusters Score -2490307 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2497391.250000 Penalty: 5099.426758
	Iteration 1F: 3 clusters Score -2497391 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2498227.750000 Penalty: 5099.426758
	Iteration 2F: 3 clusters Score -2498228 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2499322.250000 Penalty: 5099.426758
	Iteration 3F: 3 clusters Score -2499322 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2500754.750000 Penalty: 5099.426758
	Iteration 4F: 3 clusters Score -2500755 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2502554.750000 Penalty: 5099.426758
	Iteration 5F: 3 clusters Score -2502555 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2504191.750000 Penalty: 5099.426758
	Iteration 6F: 3 clusters Score -2504192 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -2505566.750000 Penalty: 5099.426758
	Iteration 7F: 3 clusters Score -2505567 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -2506580.500000 Penalty: 5099.426758
	Iteration 8Q: 3 clusters Score -2506580 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -2507307.750000 Penalty: 5099.426758
	Iteration 9Q: 3 clusters Score -2507308 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -2507794.500000 Penalty: 5099.426758
	Iteration 10Q: 3 clusters Score -2507794 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2508076.750000 Penalty: 5099.426758
	Iteration 11Q: 3 clusters Score -2508077 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -2508252.000000 Penalty: 5099.426758
	Iteration 12Q: 3 clusters Score -2508252 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2508399.250000 Penalty: 5099.426758
	Iteration 13Q: 3 clusters Score -2508399 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2508482.500000 Penalty: 5099.426758
	Iteration 14Q: 3 clusters Score -2508482 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -2508575.000000 Penalty: 5099.426758
	Iteration 15Q: 3 clusters Score -2508575 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -2508650.250000 Penalty: 5099.426758
	Iteration 16Q: 3 clusters Score -2508650 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -2508697.500000 Penalty: 5099.426758
	Iteration 17Q: 3 clusters Score -2508698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -2508743.250000 Penalty: 5099.426758
	Iteration 18Q: 3 clusters Score -2508743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -2508776.750000 Penalty: 5099.426758
	Iteration 19Q: 3 clusters Score -2508777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -2508804.250000 Penalty: 5099.426758
	Iteration 20F: 3 clusters Score -2508804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -2508835.750000 Penalty: 5099.426758
	Iteration 21Q: 3 clusters Score -2508836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -2508853.000000 Penalty: 5099.426758
	Iteration 22Q: 3 clusters Score -2508853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -2508860.250000 Penalty: 5099.426758
	Iteration 23Q: 3 clusters Score -2508860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -2508877.750000 Penalty: 5099.426758
	Iteration 24Q: 3 clusters Score -2508878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -2508889.750000 Penalty: 5099.426758
	Iteration 25Q: 3 clusters Score -2508890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -2508905.500000 Penalty: 5099.426758
	Iteration 26Q: 3 clusters Score -2508906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2508907.250000 Penalty: 5099.426758
	Iteration 27Q: 3 clusters Score -2508907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -2508907.000000 Penalty: 5099.426758
	Iteration 28Q: 3 clusters Score -2508907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -2508908.000000 Penalty: 5099.426758
	Iteration 29Q: 3 clusters Score -2508908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -2508917.750000 Penalty: 5099.426758
	Iteration 30Q: 3 clusters Score -2508918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -2508917.750000 Penalty: 5099.426758
	Iteration 31Q: 3 clusters Score -2508918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -2508920.250000 Penalty: 5099.426758
	Iteration 32Q: 3 clusters Score -2508920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -2508921.000000 Penalty: 5099.426758
	Iteration 33Q: 3 clusters Score -2508921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2508922.250000 Penalty: 5099.426758
	Iteration 34Q: 3 clusters Score -2508922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2508923.750000 Penalty: 5099.426758
	Iteration 35Q: 3 clusters Score -2508924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2508928.750000 Penalty: 5099.426758
	Iteration 36Q: 3 clusters Score -2508929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -2508923.750000 Penalty: 5099.426758
	Iteration 37Q: 3 clusters Score -2508924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2508924.500000 Penalty: 5099.426758
	Iteration 38Q: 3 clusters Score -2508924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -2508924.500000 Penalty: 5099.426758
	Iteration 39F: 3 clusters Score -2508924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Entering Unmasked Estep 
Score: -664775.125000 Penalty: 2218.248535
	Iteration 0F: 2 clusters Score -664775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -658620.062500 Penalty: 4436.497070
	Iteration 0F: 3 clusters Score -658620.1 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -660297.625000 Penalty: 4436.497070
	Iteration 1F: 3 clusters Score -660297.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -660566.062500 Penalty: 4436.497070
	Iteration 2F: 3 clusters Score -660566.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -660728.750000 Penalty: 4436.497070
	Iteration 3Q: 3 clusters Score -660728.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -660848.312500 Penalty: 4436.497070
	Iteration 4Q: 3 clusters Score -660848.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -660947.187500 Penalty: 4436.497070
	Iteration 5Q: 3 clusters Score -660947.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -661036.250000 Penalty: 4436.497070
	Iteration 6Q: 3 clusters Score -661036.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -661108.625000 Penalty: 4436.497070
	Iteration 7Q: 3 clusters Score -661108.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -661180.750000 Penalty: 4436.497070
	Iteration 8Q: 3 clusters Score -661180.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -661254.750000 Penalty: 4436.497070
	Iteration 9Q: 3 clusters Score -661254.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -661336.625000 Penalty: 4436.497070
	Iteration 10Q: 3 clusters Score -661336.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -661444.875000 Penalty: 4436.497070
	Iteration 11Q: 3 clusters Score -661444.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -661559.937500 Penalty: 4436.497070
	Iteration 12Q: 3 clusters Score -661559.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -661686.000000 Penalty: 4436.497070
	Iteration 13Q: 3 clusters Score -661686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -661788.250000 Penalty: 4436.497070
	Iteration 14Q: 3 clusters Score -661788.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -661884.687500 Penalty: 4436.497070
	Iteration 15Q: 3 clusters Score -661884.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -661981.625000 Penalty: 4436.497070
	Iteration 16Q: 3 clusters Score -661981.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -662102.750000 Penalty: 4436.497070
	Iteration 17Q: 3 clusters Score -662102.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -662201.625000 Penalty: 4436.497070
	Iteration 18Q: 3 clusters Score -662201.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -662284.375000 Penalty: 4436.497070
	Iteration 19Q: 3 clusters Score -662284.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -662355.125000 Penalty: 4436.497070
	Iteration 20F: 3 clusters Score -662355.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -662423.812500 Penalty: 4436.497070
	Iteration 21Q: 3 clusters Score -662423.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -662484.625000 Penalty: 4436.497070
	Iteration 22Q: 3 clusters Score -662484.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -662533.937500 Penalty: 4436.497070
	Iteration 23Q: 3 clusters Score -662533.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -662570.625000 Penalty: 4436.497070
	Iteration 24Q: 3 clusters Score -662570.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -662606.500000 Penalty: 4436.497070
	Iteration 25Q: 3 clusters Score -662606.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -662633.437500 Penalty: 4436.497070
	Iteration 26Q: 3 clusters Score -662633.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -662654.437500 Penalty: 4436.497070
	Iteration 27Q: 3 clusters Score -662654.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -662670.562500 Penalty: 4436.497070
	Iteration 28Q: 3 clusters Score -662670.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -662676.500000 Penalty: 4436.497070
	Iteration 29Q: 3 clusters Score -662676.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -662681.437500 Penalty: 4436.497070
	Iteration 30Q: 3 clusters Score -662681.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -662685.562500 Penalty: 4436.497070
	Iteration 31Q: 3 clusters Score -662685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -662687.937500 Penalty: 4436.497070
	Iteration 32Q: 3 clusters Score -662687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -662692.562500 Penalty: 4436.497070
	Iteration 33Q: 3 clusters Score -662692.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -662691.812500 Penalty: 4436.497070
	Iteration 34Q: 3 clusters Score -662691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -662691.625000 Penalty: 4436.497070
	Iteration 35Q: 3 clusters Score -662691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -662695.312500 Penalty: 4436.497070
	Iteration 36Q: 3 clusters Score -662695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -662697.625000 Penalty: 4436.497070
	Iteration 37Q: 3 clusters Score -662697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -662698.125000 Penalty: 4436.497070
	Iteration 38Q: 3 clusters Score -662698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -662701.687500 Penalty: 4436.497070
	Iteration 39Q: 3 clusters Score -662701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -662702.437500 Penalty: 4436.497070
	Iteration 40F: 3 clusters Score -662702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -662702.562500 Penalty: 4436.497070
	Iteration 41Q: 3 clusters Score -662702.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -662702.562500 Penalty: 4436.497070
	Iteration 42F: 3 clusters Score -662702.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Entering Unmasked Estep 
Score: -2493433.000000 Penalty: 2547.767578
	Iteration 0F: 2 clusters Score -2493433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2473414.750000 Penalty: 5095.535156
	Iteration 0F: 3 clusters Score -2473415 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2480833.000000 Penalty: 5095.535156
	Iteration 1F: 3 clusters Score -2480833 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2481493.750000 Penalty: 5095.535156
	Iteration 2F: 3 clusters Score -2481494 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2482082.750000 Penalty: 5095.535156
	Iteration 3F: 3 clusters Score -2482083 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2482708.250000 Penalty: 5095.535156
	Iteration 4Q: 3 clusters Score -2482708 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2483335.000000 Penalty: 5095.535156
	Iteration 5Q: 3 clusters Score -2483335 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2484032.000000 Penalty: 5095.535156
	Iteration 6Q: 3 clusters Score -2484032 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2484821.250000 Penalty: 5095.535156
	Iteration 7Q: 3 clusters Score -2484821 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2485720.500000 Penalty: 5095.535156
	Iteration 8Q: 3 clusters Score -2485720 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2486744.500000 Penalty: 5095.535156
	Iteration 9F: 3 clusters Score -2486744 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2487892.500000 Penalty: 5095.535156
	Iteration 10F: 3 clusters Score -2487892 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2489035.500000 Penalty: 5095.535156
	Iteration 11F: 3 clusters Score -2489036 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2489943.250000 Penalty: 5095.535156
	Iteration 12Q: 3 clusters Score -2489943 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2490669.000000 Penalty: 5095.535156
	Iteration 13Q: 3 clusters Score -2490669 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2491216.250000 Penalty: 5095.535156
	Iteration 14Q: 3 clusters Score -2491216 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2491685.750000 Penalty: 5095.535156
	Iteration 15Q: 3 clusters Score -2491686 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2492071.750000 Penalty: 5095.535156
	Iteration 16Q: 3 clusters Score -2492072 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2492321.500000 Penalty: 5095.535156
	Iteration 17Q: 3 clusters Score -2492322 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2492458.500000 Penalty: 5095.535156
	Iteration 18Q: 3 clusters Score -2492458 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2492533.500000 Penalty: 5095.535156
	Iteration 19Q: 3 clusters Score -2492534 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2492576.250000 Penalty: 5095.535156
	Iteration 20F: 3 clusters Score -2492576 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2492600.250000 Penalty: 5095.535156
	Iteration 21Q: 3 clusters Score -2492600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2492616.750000 Penalty: 5095.535156
	Iteration 22Q: 3 clusters Score -2492617 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2492627.750000 Penalty: 5095.535156
	Iteration 23Q: 3 clusters Score -2492628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2492635.750000 Penalty: 5095.535156
	Iteration 24Q: 3 clusters Score -2492636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2492637.500000 Penalty: 5095.535156
	Iteration 25Q: 3 clusters Score -2492638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2492639.250000 Penalty: 5095.535156
	Iteration 26Q: 3 clusters Score -2492639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2492647.500000 Penalty: 5095.535156
	Iteration 27Q: 3 clusters Score -2492648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2492649.000000 Penalty: 5095.535156
	Iteration 28Q: 3 clusters Score -2492649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2492648.500000 Penalty: 5095.535156
	Iteration 29Q: 3 clusters Score -2492648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2492648.000000 Penalty: 5095.535156
	Iteration 30Q: 3 clusters Score -2492648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2492644.250000 Penalty: 5095.535156
	Iteration 31Q: 3 clusters Score -2492644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2492644.250000 Penalty: 5095.535156
	Iteration 32Q: 3 clusters Score -2492644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2492644.500000 Penalty: 5095.535156
	Iteration 33Q: 3 clusters Score -2492644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2492644.500000 Penalty: 5095.535156
	Iteration 34Q: 3 clusters Score -2492644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2492644.500000 Penalty: 5095.535156
	Iteration 35F: 3 clusters Score -2492644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -72011.968750 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -72011.97 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 467 members 
Entering Unmasked Estep 
Score: -70218.843750 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -70218.84 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70552.437500 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -70552.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70683.640625 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -70683.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70775.625000 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -70775.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70889.695312 Penalty: 3372.331787
	Iteration 4F: 3 clusters Score -70889.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71055.062500 Penalty: 3372.331787
	Iteration 5F: 3 clusters Score -71055.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71284.250000 Penalty: 3372.331787
	Iteration 6F: 3 clusters Score -71284.25 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71481.445312 Penalty: 3372.331787
	Iteration 7F: 3 clusters Score -71481.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71594.914062 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -71594.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71688.093750 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -71688.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71729.046875 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -71729.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71744.820312 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -71744.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71750.523438 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -71750.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71753.078125 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -71753.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71753.078125 Penalty: 3372.331787
	Iteration 14F: 3 clusters Score -71753.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Entering Unmasked Estep 
Score: -1233411.125000 Penalty: 2378.474854
	Iteration 0F: 2 clusters Score -1233411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1222822.500000 Penalty: 4756.949707
	Iteration 0F: 3 clusters Score -1222822 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1226118.375000 Penalty: 4756.949707
	Iteration 1F: 3 clusters Score -1226118 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1226422.625000 Penalty: 4756.949707
	Iteration 2F: 3 clusters Score -1226423 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1226674.250000 Penalty: 4756.949707
	Iteration 3Q: 3 clusters Score -1226674 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1226900.500000 Penalty: 4756.949707
	Iteration 4Q: 3 clusters Score -1226900 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1227112.375000 Penalty: 4756.949707
	Iteration 5Q: 3 clusters Score -1227112 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1227336.500000 Penalty: 4756.949707
	Iteration 6Q: 3 clusters Score -1227336 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1227629.375000 Penalty: 4756.949707
	Iteration 7Q: 3 clusters Score -1227629 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1227929.250000 Penalty: 4756.949707
	Iteration 8Q: 3 clusters Score -1227929 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1228270.000000 Penalty: 4756.949707
	Iteration 9Q: 3 clusters Score -1228270 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1228591.000000 Penalty: 4756.949707
	Iteration 10Q: 3 clusters Score -1228591 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1228963.125000 Penalty: 4756.949707
	Iteration 11Q: 3 clusters Score -1228963 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1229340.875000 Penalty: 4756.949707
	Iteration 12Q: 3 clusters Score -1229341 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1229636.625000 Penalty: 4756.949707
	Iteration 13Q: 3 clusters Score -1229637 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1229867.000000 Penalty: 4756.949707
	Iteration 14Q: 3 clusters Score -1229867 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1230066.375000 Penalty: 4756.949707
	Iteration 15Q: 3 clusters Score -1230066 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1230215.250000 Penalty: 4756.949707
	Iteration 16Q: 3 clusters Score -1230215 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1230339.750000 Penalty: 4756.949707
	Iteration 17Q: 3 clusters Score -1230340 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1230457.000000 Penalty: 4756.949707
	Iteration 18Q: 3 clusters Score -1230457 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1230552.250000 Penalty: 4756.949707
	Iteration 19Q: 3 clusters Score -1230552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1230625.250000 Penalty: 4756.949707
	Iteration 20F: 3 clusters Score -1230625 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1230690.250000 Penalty: 4756.949707
	Iteration 21Q: 3 clusters Score -1230690 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1230754.000000 Penalty: 4756.949707
	Iteration 22Q: 3 clusters Score -1230754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1230798.500000 Penalty: 4756.949707
	Iteration 23Q: 3 clusters Score -1230798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1230829.250000 Penalty: 4756.949707
	Iteration 24Q: 3 clusters Score -1230829 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1230853.000000 Penalty: 4756.949707
	Iteration 25Q: 3 clusters Score -1230853 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1230883.375000 Penalty: 4756.949707
	Iteration 26Q: 3 clusters Score -1230883 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1230910.625000 Penalty: 4756.949707
	Iteration 27Q: 3 clusters Score -1230911 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1230940.125000 Penalty: 4756.949707
	Iteration 28Q: 3 clusters Score -1230940 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1230960.750000 Penalty: 4756.949707
	Iteration 29Q: 3 clusters Score -1230961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1230972.250000 Penalty: 4756.949707
	Iteration 30Q: 3 clusters Score -1230972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1230987.250000 Penalty: 4756.949707
	Iteration 31Q: 3 clusters Score -1230987 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1231003.375000 Penalty: 4756.949707
	Iteration 32Q: 3 clusters Score -1231003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1231015.000000 Penalty: 4756.949707
	Iteration 33Q: 3 clusters Score -1231015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1231025.250000 Penalty: 4756.949707
	Iteration 34Q: 3 clusters Score -1231025 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1231039.875000 Penalty: 4756.949707
	Iteration 35Q: 3 clusters Score -1231040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1231058.250000 Penalty: 4756.949707
	Iteration 36Q: 3 clusters Score -1231058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1231079.250000 Penalty: 4756.949707
	Iteration 37Q: 3 clusters Score -1231079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1231105.250000 Penalty: 4756.949707
	Iteration 38Q: 3 clusters Score -1231105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1231125.125000 Penalty: 4756.949707
	Iteration 39Q: 3 clusters Score -1231125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1231142.875000 Penalty: 4756.949707
	Iteration 40F: 3 clusters Score -1231143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1231156.000000 Penalty: 4756.949707
	Iteration 41Q: 3 clusters Score -1231156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1231170.500000 Penalty: 4756.949707
	Iteration 42Q: 3 clusters Score -1231170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1231182.500000 Penalty: 4756.949707
	Iteration 43Q: 3 clusters Score -1231182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1231193.250000 Penalty: 4756.949707
	Iteration 44Q: 3 clusters Score -1231193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1231204.875000 Penalty: 4756.949707
	Iteration 45Q: 3 clusters Score -1231205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1231220.500000 Penalty: 4756.949707
	Iteration 46Q: 3 clusters Score -1231220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1231229.750000 Penalty: 4756.949707
	Iteration 47Q: 3 clusters Score -1231230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1231242.125000 Penalty: 4756.949707
	Iteration 48Q: 3 clusters Score -1231242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1231257.000000 Penalty: 4756.949707
	Iteration 49Q: 3 clusters Score -1231257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1231266.375000 Penalty: 4756.949707
	Iteration 50Q: 3 clusters Score -1231266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1231271.500000 Penalty: 4756.949707
	Iteration 51Q: 3 clusters Score -1231272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1231280.250000 Penalty: 4756.949707
	Iteration 52Q: 3 clusters Score -1231280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1231283.750000 Penalty: 4756.949707
	Iteration 53Q: 3 clusters Score -1231284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1231292.625000 Penalty: 4756.949707
	Iteration 54Q: 3 clusters Score -1231293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1231296.625000 Penalty: 4756.949707
	Iteration 55Q: 3 clusters Score -1231297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1231307.500000 Penalty: 4756.949707
	Iteration 56Q: 3 clusters Score -1231308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1231314.000000 Penalty: 4756.949707
	Iteration 57Q: 3 clusters Score -1231314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1231320.125000 Penalty: 4756.949707
	Iteration 58Q: 3 clusters Score -1231320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1231325.125000 Penalty: 4756.949707
	Iteration 59Q: 3 clusters Score -1231325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1231331.375000 Penalty: 4756.949707
	Iteration 60F: 3 clusters Score -1231331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1231335.125000 Penalty: 4756.949707
	Iteration 61Q: 3 clusters Score -1231335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1231335.250000 Penalty: 4756.949707
	Iteration 62Q: 3 clusters Score -1231335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1231338.000000 Penalty: 4756.949707
	Iteration 63Q: 3 clusters Score -1231338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1231341.500000 Penalty: 4756.949707
	Iteration 64Q: 3 clusters Score -1231342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1231341.875000 Penalty: 4756.949707
	Iteration 65Q: 3 clusters Score -1231342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1231339.125000 Penalty: 4756.949707
	Iteration 66Q: 3 clusters Score -1231339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1231342.125000 Penalty: 4756.949707
	Iteration 67Q: 3 clusters Score -1231342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1231341.750000 Penalty: 4756.949707
	Iteration 68Q: 3 clusters Score -1231342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1231341.500000 Penalty: 4756.949707
	Iteration 69Q: 3 clusters Score -1231342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1231341.500000 Penalty: 4756.949707
	Iteration 70F: 3 clusters Score -1231342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -779047.375000 Penalty: 2252.236084
	Iteration 0F: 2 clusters Score -779047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -772155.875000 Penalty: 4504.472168
	Iteration 0F: 3 clusters Score -772155.9 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -774103.062500 Penalty: 4504.472168
	Iteration 1F: 3 clusters Score -774103.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -774398.875000 Penalty: 4504.472168
	Iteration 2F: 3 clusters Score -774398.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -774582.687500 Penalty: 4504.472168
	Iteration 3Q: 3 clusters Score -774582.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -774718.125000 Penalty: 4504.472168
	Iteration 4Q: 3 clusters Score -774718.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -774827.562500 Penalty: 4504.472168
	Iteration 5Q: 3 clusters Score -774827.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -774934.062500 Penalty: 4504.472168
	Iteration 6Q: 3 clusters Score -774934.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -775029.812500 Penalty: 4504.472168
	Iteration 7Q: 3 clusters Score -775029.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -775134.562500 Penalty: 4504.472168
	Iteration 8Q: 3 clusters Score -775134.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -775272.062500 Penalty: 4504.472168
	Iteration 9Q: 3 clusters Score -775272.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -775453.687500 Penalty: 4504.472168
	Iteration 10Q: 3 clusters Score -775453.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -775687.937500 Penalty: 4504.472168
	Iteration 11Q: 3 clusters Score -775687.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -775933.312500 Penalty: 4504.472168
	Iteration 12Q: 3 clusters Score -775933.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -776183.687500 Penalty: 4504.472168
	Iteration 13Q: 3 clusters Score -776183.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -776398.750000 Penalty: 4504.472168
	Iteration 14Q: 3 clusters Score -776398.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -776563.312500 Penalty: 4504.472168
	Iteration 15Q: 3 clusters Score -776563.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -776697.062500 Penalty: 4504.472168
	Iteration 16Q: 3 clusters Score -776697.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -776804.687500 Penalty: 4504.472168
	Iteration 17Q: 3 clusters Score -776804.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -776897.250000 Penalty: 4504.472168
	Iteration 18Q: 3 clusters Score -776897.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -776973.312500 Penalty: 4504.472168
	Iteration 19Q: 3 clusters Score -776973.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -777030.812500 Penalty: 4504.472168
	Iteration 20F: 3 clusters Score -777030.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -777070.125000 Penalty: 4504.472168
	Iteration 21Q: 3 clusters Score -777070.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -777094.437500 Penalty: 4504.472168
	Iteration 22Q: 3 clusters Score -777094.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -777104.812500 Penalty: 4504.472168
	Iteration 23Q: 3 clusters Score -777104.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -777112.187500 Penalty: 4504.472168
	Iteration 24Q: 3 clusters Score -777112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -777114.812500 Penalty: 4504.472168
	Iteration 25Q: 3 clusters Score -777114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -777118.875000 Penalty: 4504.472168
	Iteration 26Q: 3 clusters Score -777118.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -777118.875000 Penalty: 4504.472168
	Iteration 27Q: 3 clusters Score -777118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -777118.875000 Penalty: 4504.472168
	Iteration 28F: 3 clusters Score -777118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Entering Unmasked Estep 
Score: -4697711.500000 Penalty: 2695.475830
	Iteration 0F: 2 clusters Score -4697712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4662341.500000 Penalty: 5390.951660
	Iteration 0F: 3 clusters Score -4662342 nChanged 24062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4675703.000000 Penalty: 5390.951660
	Iteration 1F: 3 clusters Score -4675703 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4676268.500000 Penalty: 5390.951660
	Iteration 2Q: 3 clusters Score -4676268 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4676919.500000 Penalty: 5390.951660
	Iteration 3Q: 3 clusters Score -4676920 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4677600.000000 Penalty: 5390.951660
	Iteration 4Q: 3 clusters Score -4677600 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4678419.500000 Penalty: 5390.951660
	Iteration 5Q: 3 clusters Score -4678420 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -4679499.000000 Penalty: 5390.951660
	Iteration 6Q: 3 clusters Score -4679499 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -4680627.000000 Penalty: 5390.951660
	Iteration 7Q: 3 clusters Score -4680627 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4681685.500000 Penalty: 5390.951660
	Iteration 8Q: 3 clusters Score -4681686 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4682713.000000 Penalty: 5390.951660
	Iteration 9Q: 3 clusters Score -4682713 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4683673.500000 Penalty: 5390.951660
	Iteration 10Q: 3 clusters Score -4683674 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -4684707.000000 Penalty: 5390.951660
	Iteration 11Q: 3 clusters Score -4684707 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4685764.500000 Penalty: 5390.951660
	Iteration 12Q: 3 clusters Score -4685764 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4686867.500000 Penalty: 5390.951660
	Iteration 13Q: 3 clusters Score -4686868 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4688026.500000 Penalty: 5390.951660
	Iteration 14Q: 3 clusters Score -4688026 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -4689167.500000 Penalty: 5390.951660
	Iteration 15Q: 3 clusters Score -4689168 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -4690272.000000 Penalty: 5390.951660
	Iteration 16Q: 3 clusters Score -4690272 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -4691250.500000 Penalty: 5390.951660
	Iteration 17Q: 3 clusters Score -4691250 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -4692179.000000 Penalty: 5390.951660
	Iteration 18Q: 3 clusters Score -4692179 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -4693023.000000 Penalty: 5390.951660
	Iteration 19Q: 3 clusters Score -4693023 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -4693754.500000 Penalty: 5390.951660
	Iteration 20F: 3 clusters Score -4693754 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -4694275.000000 Penalty: 5390.951660
	Iteration 21Q: 3 clusters Score -4694275 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -4694682.500000 Penalty: 5390.951660
	Iteration 22Q: 3 clusters Score -4694682 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -4694998.500000 Penalty: 5390.951660
	Iteration 23Q: 3 clusters Score -4694998 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -4695233.000000 Penalty: 5390.951660
	Iteration 24Q: 3 clusters Score -4695233 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -4695422.500000 Penalty: 5390.951660
	Iteration 25Q: 3 clusters Score -4695422 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -4695593.500000 Penalty: 5390.951660
	Iteration 26Q: 3 clusters Score -4695594 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -4695724.000000 Penalty: 5390.951660
	Iteration 27Q: 3 clusters Score -4695724 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -4695867.000000 Penalty: 5390.951660
	Iteration 28Q: 3 clusters Score -4695867 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -4695994.000000 Penalty: 5390.951660
	Iteration 29Q: 3 clusters Score -4695994 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -4696086.000000 Penalty: 5390.951660
	Iteration 30Q: 3 clusters Score -4696086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -4696128.500000 Penalty: 5390.951660
	Iteration 31Q: 3 clusters Score -4696128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -4696162.000000 Penalty: 5390.951660
	Iteration 32Q: 3 clusters Score -4696162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -4696167.000000 Penalty: 5390.951660
	Iteration 33Q: 3 clusters Score -4696167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -4696174.500000 Penalty: 5390.951660
	Iteration 34Q: 3 clusters Score -4696174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -4696181.500000 Penalty: 5390.951660
	Iteration 35Q: 3 clusters Score -4696182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -4696194.500000 Penalty: 5390.951660
	Iteration 36Q: 3 clusters Score -4696194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -4696201.500000 Penalty: 5390.951660
	Iteration 37Q: 3 clusters Score -4696202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -4696213.500000 Penalty: 5390.951660
	Iteration 38Q: 3 clusters Score -4696214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -4696207.000000 Penalty: 5390.951660
	Iteration 39Q: 3 clusters Score -4696207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -4696207.000000 Penalty: 5390.951660
	Iteration 40F: 3 clusters Score -4696207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -4696213.000000 Penalty: 5390.951660
	Iteration 41Q: 3 clusters Score -4696213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -4696219.500000 Penalty: 5390.951660
	Iteration 42Q: 3 clusters Score -4696220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -4696227.500000 Penalty: 5390.951660
	Iteration 43Q: 3 clusters Score -4696228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -4696228.000000 Penalty: 5390.951660
	Iteration 44Q: 3 clusters Score -4696228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -4696228.000000 Penalty: 5390.951660
	Iteration 45Q: 3 clusters Score -4696228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -4696224.500000 Penalty: 5390.951660
	Iteration 46Q: 3 clusters Score -4696224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -4696222.000000 Penalty: 5390.951660
	Iteration 47Q: 3 clusters Score -4696222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -4696226.500000 Penalty: 5390.951660
	Iteration 48Q: 3 clusters Score -4696226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -4696223.000000 Penalty: 5390.951660
	Iteration 49Q: 3 clusters Score -4696223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -4696225.000000 Penalty: 5390.951660
	Iteration 50Q: 3 clusters Score -4696225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -4696226.500000 Penalty: 5390.951660
	Iteration 51Q: 3 clusters Score -4696226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -4696227.000000 Penalty: 5390.951660
	Iteration 52Q: 3 clusters Score -4696227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -4696228.000000 Penalty: 5390.951660
	Iteration 53Q: 3 clusters Score -4696228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -4696230.500000 Penalty: 5390.951660
	Iteration 54Q: 3 clusters Score -4696230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -4696230.500000 Penalty: 5390.951660
	Iteration 55F: 3 clusters Score -4696230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -310581.625000 Penalty: 2042.829346
	Iteration 0F: 2 clusters Score -310581.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -306813.781250 Penalty: 4085.658691
	Iteration 0F: 3 clusters Score -306813.8 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -307747.593750 Penalty: 4085.658691
	Iteration 1F: 3 clusters Score -307747.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -308165.406250 Penalty: 4085.658691
	Iteration 2F: 3 clusters Score -308165.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -308561.312500 Penalty: 4085.658691
	Iteration 3F: 3 clusters Score -308561.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -308877.000000 Penalty: 4085.658691
	Iteration 4F: 3 clusters Score -308877 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -309101.718750 Penalty: 4085.658691
	Iteration 5F: 3 clusters Score -309101.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -309247.187500 Penalty: 4085.658691
	Iteration 6Q: 3 clusters Score -309247.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -309360.187500 Penalty: 4085.658691
	Iteration 7Q: 3 clusters Score -309360.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -309496.468750 Penalty: 4085.658691
	Iteration 8Q: 3 clusters Score -309496.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -309613.968750 Penalty: 4085.658691
	Iteration 9Q: 3 clusters Score -309614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -309695.937500 Penalty: 4085.658691
	Iteration 10Q: 3 clusters Score -309695.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -309764.218750 Penalty: 4085.658691
	Iteration 11Q: 3 clusters Score -309764.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -309813.781250 Penalty: 4085.658691
	Iteration 12Q: 3 clusters Score -309813.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -309856.937500 Penalty: 4085.658691
	Iteration 13Q: 3 clusters Score -309856.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -309886.750000 Penalty: 4085.658691
	Iteration 14Q: 3 clusters Score -309886.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -309915.250000 Penalty: 4085.658691
	Iteration 15Q: 3 clusters Score -309915.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -309936.437500 Penalty: 4085.658691
	Iteration 16Q: 3 clusters Score -309936.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -309954.281250 Penalty: 4085.658691
	Iteration 17Q: 3 clusters Score -309954.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -309969.437500 Penalty: 4085.658691
	Iteration 18Q: 3 clusters Score -309969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -309985.500000 Penalty: 4085.658691
	Iteration 19Q: 3 clusters Score -309985.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -309997.687500 Penalty: 4085.658691
	Iteration 20F: 3 clusters Score -309997.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -310012.218750 Penalty: 4085.658691
	Iteration 21Q: 3 clusters Score -310012.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -310029.906250 Penalty: 4085.658691
	Iteration 22Q: 3 clusters Score -310029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -310053.906250 Penalty: 4085.658691
	Iteration 23Q: 3 clusters Score -310053.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -310078.250000 Penalty: 4085.658691
	Iteration 24Q: 3 clusters Score -310078.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -310116.500000 Penalty: 4085.658691
	Iteration 25Q: 3 clusters Score -310116.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -310177.718750 Penalty: 4085.658691
	Iteration 26Q: 3 clusters Score -310177.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -310228.750000 Penalty: 4085.658691
	Iteration 27Q: 3 clusters Score -310228.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -310273.937500 Penalty: 4085.658691
	Iteration 28Q: 3 clusters Score -310273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -310296.250000 Penalty: 4085.658691
	Iteration 29Q: 3 clusters Score -310296.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -310325.062500 Penalty: 4085.658691
	Iteration 30Q: 3 clusters Score -310325.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -310337.093750 Penalty: 4085.658691
	Iteration 31Q: 3 clusters Score -310337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -310345.687500 Penalty: 4085.658691
	Iteration 32Q: 3 clusters Score -310345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -310359.562500 Penalty: 4085.658691
	Iteration 33Q: 3 clusters Score -310359.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -310371.937500 Penalty: 4085.658691
	Iteration 34Q: 3 clusters Score -310371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -310382.156250 Penalty: 4085.658691
	Iteration 35Q: 3 clusters Score -310382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -310389.625000 Penalty: 4085.658691
	Iteration 36Q: 3 clusters Score -310389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -310391.750000 Penalty: 4085.658691
	Iteration 37Q: 3 clusters Score -310391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -310393.687500 Penalty: 4085.658691
	Iteration 38Q: 3 clusters Score -310393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -310395.781250 Penalty: 4085.658691
	Iteration 39Q: 3 clusters Score -310395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -310397.593750 Penalty: 4085.658691
	Iteration 40F: 3 clusters Score -310397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -310399.781250 Penalty: 4085.658691
	Iteration 41Q: 3 clusters Score -310399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -310400.343750 Penalty: 4085.658691
	Iteration 42Q: 3 clusters Score -310400.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -310400.343750 Penalty: 4085.658691
	Iteration 43F: 3 clusters Score -310400.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -234889.125000 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -234889.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -231705.546875 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -231705.5 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -232336.265625 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -232336.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -232493.828125 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -232493.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -232584.265625 Penalty: 3953.315918
	Iteration 3Q: 3 clusters Score -232584.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -232649.562500 Penalty: 3953.315918
	Iteration 4Q: 3 clusters Score -232649.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -232695.921875 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -232695.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -232733.718750 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -232733.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -232768.062500 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -232768.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -232810.703125 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -232810.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -232855.640625 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -232855.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -232902.765625 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -232902.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -232949.062500 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -232949.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -232989.843750 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -232989.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -233030.312500 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -233030.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -233068.546875 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -233068.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -233109.625000 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -233109.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -233154.468750 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -233154.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -233192.796875 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -233192.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -233235.593750 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -233235.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -233277.125000 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -233277.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -233324.062500 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -233324.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -233373.390625 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -233373.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -233439.546875 Penalty: 3953.315918
	Iteration 22Q: 3 clusters Score -233439.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -233512.328125 Penalty: 3953.315918
	Iteration 23Q: 3 clusters Score -233512.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -233573.328125 Penalty: 3953.315918
	Iteration 24Q: 3 clusters Score -233573.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -233608.718750 Penalty: 3953.315918
	Iteration 25Q: 3 clusters Score -233608.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -233640.484375 Penalty: 3953.315918
	Iteration 26Q: 3 clusters Score -233640.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -233683.343750 Penalty: 3953.315918
	Iteration 27Q: 3 clusters Score -233683.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -233721.000000 Penalty: 3953.315918
	Iteration 28Q: 3 clusters Score -233721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -233750.171875 Penalty: 3953.315918
	Iteration 29Q: 3 clusters Score -233750.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -233766.187500 Penalty: 3953.315918
	Iteration 30Q: 3 clusters Score -233766.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -233780.203125 Penalty: 3953.315918
	Iteration 31Q: 3 clusters Score -233780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -233791.625000 Penalty: 3953.315918
	Iteration 32Q: 3 clusters Score -233791.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -233805.375000 Penalty: 3953.315918
	Iteration 33Q: 3 clusters Score -233805.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -233831.437500 Penalty: 3953.315918
	Iteration 34Q: 3 clusters Score -233831.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -233884.671875 Penalty: 3953.315918
	Iteration 35Q: 3 clusters Score -233884.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -233938.531250 Penalty: 3953.315918
	Iteration 36Q: 3 clusters Score -233938.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -233969.515625 Penalty: 3953.315918
	Iteration 37Q: 3 clusters Score -233969.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233987.296875 Penalty: 3953.315918
	Iteration 38Q: 3 clusters Score -233987.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -234000.890625 Penalty: 3953.315918
	Iteration 39Q: 3 clusters Score -234000.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -234015.625000 Penalty: 3953.315918
	Iteration 40F: 3 clusters Score -234015.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -234028.968750 Penalty: 3953.315918
	Iteration 41Q: 3 clusters Score -234029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -234036.218750 Penalty: 3953.315918
	Iteration 42Q: 3 clusters Score -234036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -234040.296875 Penalty: 3953.315918
	Iteration 43Q: 3 clusters Score -234040.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -234042.859375 Penalty: 3953.315918
	Iteration 44Q: 3 clusters Score -234042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -234044.968750 Penalty: 3953.315918
	Iteration 45Q: 3 clusters Score -234045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -234051.484375 Penalty: 3953.315918
	Iteration 46Q: 3 clusters Score -234051.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -234060.515625 Penalty: 3953.315918
	Iteration 47Q: 3 clusters Score -234060.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -234066.250000 Penalty: 3953.315918
	Iteration 48Q: 3 clusters Score -234066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -234069.203125 Penalty: 3953.315918
	Iteration 49Q: 3 clusters Score -234069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -234071.640625 Penalty: 3953.315918
	Iteration 50Q: 3 clusters Score -234071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -234072.515625 Penalty: 3953.315918
	Iteration 51Q: 3 clusters Score -234072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -234073.312500 Penalty: 3953.315918
	Iteration 52Q: 3 clusters Score -234073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -234073.312500 Penalty: 3953.315918
	Iteration 53F: 3 clusters Score -234073.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -580286.750000 Penalty: 2192.248291
	Iteration 0F: 2 clusters Score -580286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -574556.312500 Penalty: 4384.496582
	Iteration 0F: 3 clusters Score -574556.3 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -576055.000000 Penalty: 4384.496582
	Iteration 1F: 3 clusters Score -576055 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -576275.937500 Penalty: 4384.496582
	Iteration 2F: 3 clusters Score -576275.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -576419.187500 Penalty: 4384.496582
	Iteration 3Q: 3 clusters Score -576419.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -576511.437500 Penalty: 4384.496582
	Iteration 4Q: 3 clusters Score -576511.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -576582.187500 Penalty: 4384.496582
	Iteration 5Q: 3 clusters Score -576582.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -576646.312500 Penalty: 4384.496582
	Iteration 6Q: 3 clusters Score -576646.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -576720.625000 Penalty: 4384.496582
	Iteration 7Q: 3 clusters Score -576720.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -576785.437500 Penalty: 4384.496582
	Iteration 8Q: 3 clusters Score -576785.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -576839.000000 Penalty: 4384.496582
	Iteration 9Q: 3 clusters Score -576839 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -576888.375000 Penalty: 4384.496582
	Iteration 10Q: 3 clusters Score -576888.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -576944.500000 Penalty: 4384.496582
	Iteration 11Q: 3 clusters Score -576944.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -577012.625000 Penalty: 4384.496582
	Iteration 12Q: 3 clusters Score -577012.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -577092.250000 Penalty: 4384.496582
	Iteration 13Q: 3 clusters Score -577092.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -577190.625000 Penalty: 4384.496582
	Iteration 14Q: 3 clusters Score -577190.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -577301.437500 Penalty: 4384.496582
	Iteration 15Q: 3 clusters Score -577301.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -577423.187500 Penalty: 4384.496582
	Iteration 16Q: 3 clusters Score -577423.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -577540.125000 Penalty: 4384.496582
	Iteration 17Q: 3 clusters Score -577540.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -577650.437500 Penalty: 4384.496582
	Iteration 18Q: 3 clusters Score -577650.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -577772.500000 Penalty: 4384.496582
	Iteration 19Q: 3 clusters Score -577772.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -577899.687500 Penalty: 4384.496582
	Iteration 20F: 3 clusters Score -577899.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -578019.312500 Penalty: 4384.496582
	Iteration 21Q: 3 clusters Score -578019.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -578127.437500 Penalty: 4384.496582
	Iteration 22Q: 3 clusters Score -578127.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -578210.187500 Penalty: 4384.496582
	Iteration 23Q: 3 clusters Score -578210.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -578264.187500 Penalty: 4384.496582
	Iteration 24Q: 3 clusters Score -578264.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -578303.625000 Penalty: 4384.496582
	Iteration 25Q: 3 clusters Score -578303.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -578331.875000 Penalty: 4384.496582
	Iteration 26Q: 3 clusters Score -578331.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -578347.562500 Penalty: 4384.496582
	Iteration 27Q: 3 clusters Score -578347.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -578358.062500 Penalty: 4384.496582
	Iteration 28Q: 3 clusters Score -578358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -578363.687500 Penalty: 4384.496582
	Iteration 29Q: 3 clusters Score -578363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -578368.937500 Penalty: 4384.496582
	Iteration 30Q: 3 clusters Score -578368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -578374.375000 Penalty: 4384.496582
	Iteration 31Q: 3 clusters Score -578374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -578378.937500 Penalty: 4384.496582
	Iteration 32Q: 3 clusters Score -578378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -578383.062500 Penalty: 4384.496582
	Iteration 33Q: 3 clusters Score -578383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -578385.187500 Penalty: 4384.496582
	Iteration 34Q: 3 clusters Score -578385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -578385.625000 Penalty: 4384.496582
	Iteration 35Q: 3 clusters Score -578385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -578386.500000 Penalty: 4384.496582
	Iteration 36Q: 3 clusters Score -578386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -578386.500000 Penalty: 4384.496582
	Iteration 37F: 3 clusters Score -578386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Entering Unmasked Estep 
Score: -8991890.000000 Penalty: 2861.208252
	Iteration 0F: 2 clusters Score -8991890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -8923451.000000 Penalty: 5722.416504
	Iteration 0F: 3 clusters Score -8923451 nChanged 48412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -8950807.000000 Penalty: 5722.416504
	Iteration 1F: 3 clusters Score -8950807 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -8951496.000000 Penalty: 5722.416504
	Iteration 2Q: 3 clusters Score -8951496 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -8952262.000000 Penalty: 5722.416504
	Iteration 3Q: 3 clusters Score -8952262 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -8953265.000000 Penalty: 5722.416504
	Iteration 4Q: 3 clusters Score -8953265 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -8954766.000000 Penalty: 5722.416504
	Iteration 5Q: 3 clusters Score -8954766 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 63252 members 
Entering Unmasked Estep 
Score: -8957167.000000 Penalty: 5722.416504
	Iteration 6Q: 3 clusters Score -8957167 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -8960941.000000 Penalty: 5722.416504
	Iteration 7F: 3 clusters Score -8960941 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -8966540.000000 Penalty: 5722.416504
	Iteration 8F: 3 clusters Score -8966540 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -8973418.000000 Penalty: 5722.416504
	Iteration 9F: 3 clusters Score -8973418 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -8979832.000000 Penalty: 5722.416504
	Iteration 10F: 3 clusters Score -8979832 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -8984245.000000 Penalty: 5722.416504
	Iteration 11Q: 3 clusters Score -8984245 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -8986775.000000 Penalty: 5722.416504
	Iteration 12Q: 3 clusters Score -8986775 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -8988108.000000 Penalty: 5722.416504
	Iteration 13Q: 3 clusters Score -8988108 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -8988738.000000 Penalty: 5722.416504
	Iteration 14Q: 3 clusters Score -8988738 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -8989106.000000 Penalty: 5722.416504
	Iteration 15Q: 3 clusters Score -8989106 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -8989329.000000 Penalty: 5722.416504
	Iteration 16Q: 3 clusters Score -8989329 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -8989446.000000 Penalty: 5722.416504
	Iteration 17Q: 3 clusters Score -8989446 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -8989585.000000 Penalty: 5722.416504
	Iteration 18Q: 3 clusters Score -8989585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -8989689.000000 Penalty: 5722.416504
	Iteration 19Q: 3 clusters Score -8989689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 101309 members 
Entering Unmasked Estep 
Score: -8989749.000000 Penalty: 5722.416504
	Iteration 20F: 3 clusters Score -8989749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 101358 members 
Entering Unmasked Estep 
Score: -8989812.000000 Penalty: 5722.416504
	Iteration 21Q: 3 clusters Score -8989812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
Score: -8989839.000000 Penalty: 5722.416504
	Iteration 22Q: 3 clusters Score -8989839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -8989875.000000 Penalty: 5722.416504
	Iteration 23Q: 3 clusters Score -8989875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -8989894.000000 Penalty: 5722.416504
	Iteration 24Q: 3 clusters Score -8989894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 101426 members 
Entering Unmasked Estep 
Score: -8989908.000000 Penalty: 5722.416504
	Iteration 25Q: 3 clusters Score -8989908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 101435 members 
Entering Unmasked Estep 
Score: -8989913.000000 Penalty: 5722.416504
	Iteration 26Q: 3 clusters Score -8989913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -8989914.000000 Penalty: 5722.416504
	Iteration 27Q: 3 clusters Score -8989914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -8989908.000000 Penalty: 5722.416504
	Iteration 28Q: 3 clusters Score -8989908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -8989929.000000 Penalty: 5722.416504
	Iteration 29Q: 3 clusters Score -8989929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 101457 members 
Entering Unmasked Estep 
Score: -8989931.000000 Penalty: 5722.416504
	Iteration 30Q: 3 clusters Score -8989931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -8989935.000000 Penalty: 5722.416504
	Iteration 31Q: 3 clusters Score -8989935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 101461 members 
Entering Unmasked Estep 
Score: -8989931.000000 Penalty: 5722.416504
	Iteration 32Q: 3 clusters Score -8989931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -8989934.000000 Penalty: 5722.416504
	Iteration 33Q: 3 clusters Score -8989934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -8989939.000000 Penalty: 5722.416504
	Iteration 34Q: 3 clusters Score -8989939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -8989938.000000 Penalty: 5722.416504
	Iteration 35Q: 3 clusters Score -8989938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -8989942.000000 Penalty: 5722.416504
	Iteration 36Q: 3 clusters Score -8989942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -8989942.000000 Penalty: 5722.416504
	Iteration 37Q: 3 clusters Score -8989942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 101479 members 
Entering Unmasked Estep 
Score: -8989954.000000 Penalty: 5722.416504
	Iteration 38Q: 3 clusters Score -8989954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 101479 members 
Entering Unmasked Estep 
Score: -8989944.000000 Penalty: 5722.416504
	Iteration 39Q: 3 clusters Score -8989944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -8989936.000000 Penalty: 5722.416504
	Iteration 40F: 3 clusters Score -8989936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -8989949.000000 Penalty: 5722.416504
	Iteration 41Q: 3 clusters Score -8989949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -8989941.000000 Penalty: 5722.416504
	Iteration 42Q: 3 clusters Score -8989941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -8989948.000000 Penalty: 5722.416504
	Iteration 43Q: 3 clusters Score -8989948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -8989948.000000 Penalty: 5722.416504
	Iteration 44F: 3 clusters Score -8989948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Entering Unmasked Estep 
Score: -1014109.375000 Penalty: 2340.849609
	Iteration 0F: 2 clusters Score -1014109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1004804.437500 Penalty: 4681.699219
	Iteration 0F: 3 clusters Score -1004804 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1007976.250000 Penalty: 4681.699219
	Iteration 1F: 3 clusters Score -1007976 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1008460.750000 Penalty: 4681.699219
	Iteration 2F: 3 clusters Score -1008461 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1008815.875000 Penalty: 4681.699219
	Iteration 3F: 3 clusters Score -1008816 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1009120.125000 Penalty: 4681.699219
	Iteration 4Q: 3 clusters Score -1009120 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1009392.562500 Penalty: 4681.699219
	Iteration 5Q: 3 clusters Score -1009393 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1009711.312500 Penalty: 4681.699219
	Iteration 6Q: 3 clusters Score -1009711 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1010047.875000 Penalty: 4681.699219
	Iteration 7Q: 3 clusters Score -1010048 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1010334.687500 Penalty: 4681.699219
	Iteration 8Q: 3 clusters Score -1010335 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1010593.062500 Penalty: 4681.699219
	Iteration 9Q: 3 clusters Score -1010593 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1010828.000000 Penalty: 4681.699219
	Iteration 10Q: 3 clusters Score -1010828 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1011030.062500 Penalty: 4681.699219
	Iteration 11Q: 3 clusters Score -1011030 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1011284.187500 Penalty: 4681.699219
	Iteration 12Q: 3 clusters Score -1011284 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1011606.562500 Penalty: 4681.699219
	Iteration 13Q: 3 clusters Score -1011607 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1011972.875000 Penalty: 4681.699219
	Iteration 14Q: 3 clusters Score -1011973 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1012272.750000 Penalty: 4681.699219
	Iteration 15Q: 3 clusters Score -1012273 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1012481.875000 Penalty: 4681.699219
	Iteration 16Q: 3 clusters Score -1012482 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1012610.562500 Penalty: 4681.699219
	Iteration 17Q: 3 clusters Score -1012611 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1012714.812500 Penalty: 4681.699219
	Iteration 18Q: 3 clusters Score -1012715 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1012805.312500 Penalty: 4681.699219
	Iteration 19Q: 3 clusters Score -1012805 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1012870.062500 Penalty: 4681.699219
	Iteration 20F: 3 clusters Score -1012870 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1012902.687500 Penalty: 4681.699219
	Iteration 21Q: 3 clusters Score -1012903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1012940.000000 Penalty: 4681.699219
	Iteration 22Q: 3 clusters Score -1012940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1012975.375000 Penalty: 4681.699219
	Iteration 23Q: 3 clusters Score -1012975 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1012997.312500 Penalty: 4681.699219
	Iteration 24Q: 3 clusters Score -1012997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1013016.375000 Penalty: 4681.699219
	Iteration 25Q: 3 clusters Score -1013016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1013030.562500 Penalty: 4681.699219
	Iteration 26Q: 3 clusters Score -1013031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1013041.500000 Penalty: 4681.699219
	Iteration 27Q: 3 clusters Score -1013042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1013052.562500 Penalty: 4681.699219
	Iteration 28Q: 3 clusters Score -1013053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1013061.000000 Penalty: 4681.699219
	Iteration 29Q: 3 clusters Score -1013061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1013065.500000 Penalty: 4681.699219
	Iteration 30Q: 3 clusters Score -1013066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1013069.687500 Penalty: 4681.699219
	Iteration 31Q: 3 clusters Score -1013070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1013072.062500 Penalty: 4681.699219
	Iteration 32Q: 3 clusters Score -1013072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1013075.625000 Penalty: 4681.699219
	Iteration 33Q: 3 clusters Score -1013076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1013078.062500 Penalty: 4681.699219
	Iteration 34Q: 3 clusters Score -1013078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1013085.375000 Penalty: 4681.699219
	Iteration 35Q: 3 clusters Score -1013085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1013089.062500 Penalty: 4681.699219
	Iteration 36Q: 3 clusters Score -1013089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1013088.187500 Penalty: 4681.699219
	Iteration 37Q: 3 clusters Score -1013088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1013091.125000 Penalty: 4681.699219
	Iteration 38Q: 3 clusters Score -1013091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1013090.750000 Penalty: 4681.699219
	Iteration 39Q: 3 clusters Score -1013091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1013093.375000 Penalty: 4681.699219
	Iteration 40F: 3 clusters Score -1013093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1013092.500000 Penalty: 4681.699219
	Iteration 41Q: 3 clusters Score -1013092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1013092.062500 Penalty: 4681.699219
	Iteration 42Q: 3 clusters Score -1013092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1013092.812500 Penalty: 4681.699219
	Iteration 43Q: 3 clusters Score -1013093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1013093.937500 Penalty: 4681.699219
	Iteration 44Q: 3 clusters Score -1013094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1013094.125000 Penalty: 4681.699219
	Iteration 45Q: 3 clusters Score -1013094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1013093.875000 Penalty: 4681.699219
	Iteration 46Q: 3 clusters Score -1013094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1013097.687500 Penalty: 4681.699219
	Iteration 47Q: 3 clusters Score -1013098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1013098.312500 Penalty: 4681.699219
	Iteration 48Q: 3 clusters Score -1013098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1013098.187500 Penalty: 4681.699219
	Iteration 49Q: 3 clusters Score -1013098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1013098.875000 Penalty: 4681.699219
	Iteration 50Q: 3 clusters Score -1013099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1013098.062500 Penalty: 4681.699219
	Iteration 51Q: 3 clusters Score -1013098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1013098.375000 Penalty: 4681.699219
	Iteration 52Q: 3 clusters Score -1013098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1013098.375000 Penalty: 4681.699219
	Iteration 53F: 3 clusters Score -1013098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Entering Unmasked Estep 
Score: -908132.125000 Penalty: 2293.389893
	Iteration 0F: 2 clusters Score -908132.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -900227.375000 Penalty: 4586.779785
	Iteration 0F: 3 clusters Score -900227.4 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -902543.687500 Penalty: 4586.779785
	Iteration 1F: 3 clusters Score -902543.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -902813.187500 Penalty: 4586.779785
	Iteration 2F: 3 clusters Score -902813.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -902979.750000 Penalty: 4586.779785
	Iteration 3Q: 3 clusters Score -902979.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -903122.312500 Penalty: 4586.779785
	Iteration 4Q: 3 clusters Score -903122.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -903245.375000 Penalty: 4586.779785
	Iteration 5Q: 3 clusters Score -903245.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -903368.125000 Penalty: 4586.779785
	Iteration 6Q: 3 clusters Score -903368.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -903503.625000 Penalty: 4586.779785
	Iteration 7Q: 3 clusters Score -903503.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -903672.000000 Penalty: 4586.779785
	Iteration 8Q: 3 clusters Score -903672 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -903892.625000 Penalty: 4586.779785
	Iteration 9Q: 3 clusters Score -903892.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -904158.750000 Penalty: 4586.779785
	Iteration 10Q: 3 clusters Score -904158.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -904503.375000 Penalty: 4586.779785
	Iteration 11Q: 3 clusters Score -904503.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -904875.437500 Penalty: 4586.779785
	Iteration 12F: 3 clusters Score -904875.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -905216.937500 Penalty: 4586.779785
	Iteration 13Q: 3 clusters Score -905216.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -905510.500000 Penalty: 4586.779785
	Iteration 14Q: 3 clusters Score -905510.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -905754.250000 Penalty: 4586.779785
	Iteration 15Q: 3 clusters Score -905754.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -905919.187500 Penalty: 4586.779785
	Iteration 16Q: 3 clusters Score -905919.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -906036.937500 Penalty: 4586.779785
	Iteration 17Q: 3 clusters Score -906036.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -906108.000000 Penalty: 4586.779785
	Iteration 18Q: 3 clusters Score -906108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -906161.375000 Penalty: 4586.779785
	Iteration 19Q: 3 clusters Score -906161.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -906195.875000 Penalty: 4586.779785
	Iteration 20F: 3 clusters Score -906195.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -906231.187500 Penalty: 4586.779785
	Iteration 21Q: 3 clusters Score -906231.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -906250.625000 Penalty: 4586.779785
	Iteration 22Q: 3 clusters Score -906250.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -906266.250000 Penalty: 4586.779785
	Iteration 23Q: 3 clusters Score -906266.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -906281.562500 Penalty: 4586.779785
	Iteration 24Q: 3 clusters Score -906281.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -906286.750000 Penalty: 4586.779785
	Iteration 25Q: 3 clusters Score -906286.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -906293.437500 Penalty: 4586.779785
	Iteration 26Q: 3 clusters Score -906293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -906297.062500 Penalty: 4586.779785
	Iteration 27Q: 3 clusters Score -906297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -906298.250000 Penalty: 4586.779785
	Iteration 28Q: 3 clusters Score -906298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -906301.187500 Penalty: 4586.779785
	Iteration 29Q: 3 clusters Score -906301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -906306.375000 Penalty: 4586.779785
	Iteration 30Q: 3 clusters Score -906306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -906308.750000 Penalty: 4586.779785
	Iteration 31Q: 3 clusters Score -906308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -906309.875000 Penalty: 4586.779785
	Iteration 32Q: 3 clusters Score -906309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -906311.062500 Penalty: 4586.779785
	Iteration 33Q: 3 clusters Score -906311.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -906315.312500 Penalty: 4586.779785
	Iteration 34Q: 3 clusters Score -906315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -906317.625000 Penalty: 4586.779785
	Iteration 35Q: 3 clusters Score -906317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -906322.687500 Penalty: 4586.779785
	Iteration 36Q: 3 clusters Score -906322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -906323.875000 Penalty: 4586.779785
	Iteration 37Q: 3 clusters Score -906323.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -906328.250000 Penalty: 4586.779785
	Iteration 38Q: 3 clusters Score -906328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -906331.500000 Penalty: 4586.779785
	Iteration 39Q: 3 clusters Score -906331.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -906336.500000 Penalty: 4586.779785
	Iteration 40F: 3 clusters Score -906336.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -906347.250000 Penalty: 4586.779785
	Iteration 41Q: 3 clusters Score -906347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -906357.812500 Penalty: 4586.779785
	Iteration 42Q: 3 clusters Score -906357.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -906367.187500 Penalty: 4586.779785
	Iteration 43Q: 3 clusters Score -906367.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -906377.187500 Penalty: 4586.779785
	Iteration 44Q: 3 clusters Score -906377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -906377.437500 Penalty: 4586.779785
	Iteration 45Q: 3 clusters Score -906377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -906378.500000 Penalty: 4586.779785
	Iteration 46Q: 3 clusters Score -906378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -906378.500000 Penalty: 4586.779785
	Iteration 47F: 3 clusters Score -906378.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Entering Unmasked Estep 
Score: -420338.937500 Penalty: 2164.328125
	Iteration 0F: 2 clusters Score -420338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -415183.437500 Penalty: 4328.656250
	Iteration 0F: 3 clusters Score -415183.4 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -417179.656250 Penalty: 4328.656250
	Iteration 1F: 3 clusters Score -417179.7 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -417960.687500 Penalty: 4328.656250
	Iteration 2F: 3 clusters Score -417960.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -418550.250000 Penalty: 4328.656250
	Iteration 3F: 3 clusters Score -418550.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -418986.312500 Penalty: 4328.656250
	Iteration 4F: 3 clusters Score -418986.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -419321.750000 Penalty: 4328.656250
	Iteration 5F: 3 clusters Score -419321.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -419609.531250 Penalty: 4328.656250
	Iteration 6Q: 3 clusters Score -419609.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -419829.375000 Penalty: 4328.656250
	Iteration 7Q: 3 clusters Score -419829.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -419961.093750 Penalty: 4328.656250
	Iteration 8Q: 3 clusters Score -419961.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -420022.968750 Penalty: 4328.656250
	Iteration 9Q: 3 clusters Score -420023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -420059.593750 Penalty: 4328.656250
	Iteration 10Q: 3 clusters Score -420059.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -420072.343750 Penalty: 4328.656250
	Iteration 11Q: 3 clusters Score -420072.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -420082.312500 Penalty: 4328.656250
	Iteration 12Q: 3 clusters Score -420082.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -420090.250000 Penalty: 4328.656250
	Iteration 13Q: 3 clusters Score -420090.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -420094.312500 Penalty: 4328.656250
	Iteration 14Q: 3 clusters Score -420094.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -420099.218750 Penalty: 4328.656250
	Iteration 15Q: 3 clusters Score -420099.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -420102.968750 Penalty: 4328.656250
	Iteration 16Q: 3 clusters Score -420103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -420105.031250 Penalty: 4328.656250
	Iteration 17Q: 3 clusters Score -420105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -420105.187500 Penalty: 4328.656250
	Iteration 18Q: 3 clusters Score -420105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -420105.500000 Penalty: 4328.656250
	Iteration 19Q: 3 clusters Score -420105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -420107.968750 Penalty: 4328.656250
	Iteration 20F: 3 clusters Score -420108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -420108.375000 Penalty: 4328.656250
	Iteration 21Q: 3 clusters Score -420108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -420108.375000 Penalty: 4328.656250
	Iteration 22F: 3 clusters Score -420108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (330481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330481 members 
Entering Unmasked Estep 
Score: -29172138.000000 Penalty: 3151.659424
	Iteration 0F: 2 clusters Score -2.917214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 165180 members 
Entering Unmasked Estep 
Score: -28950424.000000 Penalty: 6303.318848
	Iteration 0F: 3 clusters Score -2.895042e+07 nChanged 160161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 162721 members 
Entering Unmasked Estep 
Score: -29044608.000000 Penalty: 6303.318848
	Iteration 1F: 3 clusters Score -2.904461e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -29045882.000000 Penalty: 6303.318848
	Iteration 2Q: 3 clusters Score -2.904588e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172251 members 
Mstep: Class 2 contains 158230 members 
Entering Unmasked Estep 
Score: -29047812.000000 Penalty: 6303.318848
	Iteration 3Q: 3 clusters Score -2.904781e+07 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176792 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -29050570.000000 Penalty: 6303.318848
	Iteration 4Q: 3 clusters Score -2.905057e+07 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183949 members 
Mstep: Class 2 contains 146532 members 
Entering Unmasked Estep 
Score: -29055116.000000 Penalty: 6303.318848
	Iteration 5Q: 3 clusters Score -2.905512e+07 nChanged 16608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194173 members 
Mstep: Class 2 contains 136308 members 
Entering Unmasked Estep 
Score: -29062802.000000 Penalty: 6303.318848
	Iteration 6F: 3 clusters Score -2.90628e+07 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207306 members 
Mstep: Class 2 contains 123175 members 
Entering Unmasked Estep 
Score: -29074168.000000 Penalty: 6303.318848
	Iteration 7F: 3 clusters Score -2.907417e+07 nChanged 22053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222565 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -29088274.000000 Penalty: 6303.318848
	Iteration 8F: 3 clusters Score -2.908827e+07 nChanged 21587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238128 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -29103306.000000 Penalty: 6303.318848
	Iteration 9F: 3 clusters Score -2.910331e+07 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251957 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -29117838.000000 Penalty: 6303.318848
	Iteration 10F: 3 clusters Score -2.911784e+07 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262816 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -29131728.000000 Penalty: 6303.318848
	Iteration 11Q: 3 clusters Score -2.913173e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269875 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -29142706.000000 Penalty: 6303.318848
	Iteration 12Q: 3 clusters Score -2.914271e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274072 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -29148512.000000 Penalty: 6303.318848
	Iteration 13Q: 3 clusters Score -2.914851e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277376 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -29151150.000000 Penalty: 6303.318848
	Iteration 14Q: 3 clusters Score -2.915115e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280511 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -29152844.000000 Penalty: 6303.318848
	Iteration 15Q: 3 clusters Score -2.915284e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283510 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -29154046.000000 Penalty: 6303.318848
	Iteration 16Q: 3 clusters Score -2.915405e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286359 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -29154904.000000 Penalty: 6303.318848
	Iteration 17Q: 3 clusters Score -2.91549e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289116 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -29155800.000000 Penalty: 6303.318848
	Iteration 18Q: 3 clusters Score -2.91558e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291720 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -29156606.000000 Penalty: 6303.318848
	Iteration 19Q: 3 clusters Score -2.915661e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294194 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -29157332.000000 Penalty: 6303.318848
	Iteration 20F: 3 clusters Score -2.915733e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296619 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -29158216.000000 Penalty: 6303.318848
	Iteration 21Q: 3 clusters Score -2.915822e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298993 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -29158956.000000 Penalty: 6303.318848
	Iteration 22Q: 3 clusters Score -2.915896e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301336 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -29159594.000000 Penalty: 6303.318848
	Iteration 23Q: 3 clusters Score -2.915959e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303590 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -29160378.000000 Penalty: 6303.318848
	Iteration 24Q: 3 clusters Score -2.916038e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305810 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -29161142.000000 Penalty: 6303.318848
	Iteration 25Q: 3 clusters Score -2.916114e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308000 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -29161708.000000 Penalty: 6303.318848
	Iteration 26Q: 3 clusters Score -2.916171e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310093 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -29162514.000000 Penalty: 6303.318848
	Iteration 27Q: 3 clusters Score -2.916251e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312092 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -29163192.000000 Penalty: 6303.318848
	Iteration 28Q: 3 clusters Score -2.916319e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313961 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -29163616.000000 Penalty: 6303.318848
	Iteration 29Q: 3 clusters Score -2.916362e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315699 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -29164316.000000 Penalty: 6303.318848
	Iteration 30Q: 3 clusters Score -2.916432e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317296 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -29164676.000000 Penalty: 6303.318848
	Iteration 31Q: 3 clusters Score -2.916468e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318754 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -29165330.000000 Penalty: 6303.318848
	Iteration 32Q: 3 clusters Score -2.916533e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320133 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -29165780.000000 Penalty: 6303.318848
	Iteration 33Q: 3 clusters Score -2.916578e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321448 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -29166216.000000 Penalty: 6303.318848
	Iteration 34Q: 3 clusters Score -2.916622e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322624 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -29166620.000000 Penalty: 6303.318848
	Iteration 35Q: 3 clusters Score -2.916662e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323660 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -29167134.000000 Penalty: 6303.318848
	Iteration 36Q: 3 clusters Score -2.916713e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324558 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -29167410.000000 Penalty: 6303.318848
	Iteration 37Q: 3 clusters Score -2.916741e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325365 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -29167792.000000 Penalty: 6303.318848
	Iteration 38Q: 3 clusters Score -2.916779e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326073 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -29168084.000000 Penalty: 6303.318848
	Iteration 39Q: 3 clusters Score -2.916808e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326632 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -29168354.000000 Penalty: 6303.318848
	Iteration 40F: 3 clusters Score -2.916835e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327101 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -29168488.000000 Penalty: 6303.318848
	Iteration 41Q: 3 clusters Score -2.916849e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327490 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -29168654.000000 Penalty: 6303.318848
	Iteration 42Q: 3 clusters Score -2.916865e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327807 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -29168866.000000 Penalty: 6303.318848
	Iteration 43Q: 3 clusters Score -2.916887e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328064 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -29168966.000000 Penalty: 6303.318848
	Iteration 44Q: 3 clusters Score -2.916897e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328293 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -29169034.000000 Penalty: 6303.318848
	Iteration 45Q: 3 clusters Score -2.916903e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328460 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -29169126.000000 Penalty: 6303.318848
	Iteration 46Q: 3 clusters Score -2.916913e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328587 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -29169162.000000 Penalty: 6303.318848
	Iteration 47Q: 3 clusters Score -2.916916e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328699 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -29169166.000000 Penalty: 6303.318848
	Iteration 48Q: 3 clusters Score -2.916917e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328796 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -29169214.000000 Penalty: 6303.318848
	Iteration 49Q: 3 clusters Score -2.916921e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328872 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -29169228.000000 Penalty: 6303.318848
	Iteration 50Q: 3 clusters Score -2.916923e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328950 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -29169240.000000 Penalty: 6303.318848
	Iteration 51Q: 3 clusters Score -2.916924e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329010 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -29169278.000000 Penalty: 6303.318848
	Iteration 52Q: 3 clusters Score -2.916928e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329067 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -29169268.000000 Penalty: 6303.318848
	Iteration 53Q: 3 clusters Score -2.916927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329111 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -29169298.000000 Penalty: 6303.318848
	Iteration 54Q: 3 clusters Score -2.91693e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329153 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -29169302.000000 Penalty: 6303.318848
	Iteration 55Q: 3 clusters Score -2.91693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329183 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -29169292.000000 Penalty: 6303.318848
	Iteration 56Q: 3 clusters Score -2.916929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329209 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -29169318.000000 Penalty: 6303.318848
	Iteration 57Q: 3 clusters Score -2.916932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329236 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -29169310.000000 Penalty: 6303.318848
	Iteration 58Q: 3 clusters Score -2.916931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329255 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -29169306.000000 Penalty: 6303.318848
	Iteration 59Q: 3 clusters Score -2.916931e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329269 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -29169328.000000 Penalty: 6303.318848
	Iteration 60F: 3 clusters Score -2.916933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329282 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -29169308.000000 Penalty: 6303.318848
	Iteration 61Q: 3 clusters Score -2.916931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329299 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -29169350.000000 Penalty: 6303.318848
	Iteration 62Q: 3 clusters Score -2.916935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329309 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -29169356.000000 Penalty: 6303.318848
	Iteration 63Q: 3 clusters Score -2.916936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329319 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -29169350.000000 Penalty: 6303.318848
	Iteration 64Q: 3 clusters Score -2.916935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329321 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -29169332.000000 Penalty: 6303.318848
	Iteration 65Q: 3 clusters Score -2.916933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329326 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -29169344.000000 Penalty: 6303.318848
	Iteration 66Q: 3 clusters Score -2.916934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329331 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -29169356.000000 Penalty: 6303.318848
	Iteration 67Q: 3 clusters Score -2.916936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329336 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -29169346.000000 Penalty: 6303.318848
	Iteration 68Q: 3 clusters Score -2.916935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329339 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -29169380.000000 Penalty: 6303.318848
	Iteration 69Q: 3 clusters Score -2.916938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329341 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -29169362.000000 Penalty: 6303.318848
	Iteration 70Q: 3 clusters Score -2.916936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329345 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -29169384.000000 Penalty: 6303.318848
	Iteration 71Q: 3 clusters Score -2.916938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329349 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -29169390.000000 Penalty: 6303.318848
	Iteration 72Q: 3 clusters Score -2.916939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329355 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -29169376.000000 Penalty: 6303.318848
	Iteration 73Q: 3 clusters Score -2.916938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329357 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -29169380.000000 Penalty: 6303.318848
	Iteration 74Q: 3 clusters Score -2.916938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329365 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -29169396.000000 Penalty: 6303.318848
	Iteration 75Q: 3 clusters Score -2.91694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329368 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -29169396.000000 Penalty: 6303.318848
	Iteration 76Q: 3 clusters Score -2.91694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329378 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -29169434.000000 Penalty: 6303.318848
	Iteration 77Q: 3 clusters Score -2.916943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329386 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -29169420.000000 Penalty: 6303.318848
	Iteration 78Q: 3 clusters Score -2.916942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329394 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -29169404.000000 Penalty: 6303.318848
	Iteration 79Q: 3 clusters Score -2.91694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329401 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -29169398.000000 Penalty: 6303.318848
	Iteration 80F: 3 clusters Score -2.91694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329407 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -29169398.000000 Penalty: 6303.318848
	Iteration 81Q: 3 clusters Score -2.91694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329419 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -29169410.000000 Penalty: 6303.318848
	Iteration 82Q: 3 clusters Score -2.916941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329425 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -29169404.000000 Penalty: 6303.318848
	Iteration 83Q: 3 clusters Score -2.91694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329433 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -29169404.000000 Penalty: 6303.318848
	Iteration 84Q: 3 clusters Score -2.91694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329437 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -29169408.000000 Penalty: 6303.318848
	Iteration 85Q: 3 clusters Score -2.916941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329444 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -29169402.000000 Penalty: 6303.318848
	Iteration 86Q: 3 clusters Score -2.91694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329450 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -29169416.000000 Penalty: 6303.318848
	Iteration 87Q: 3 clusters Score -2.916942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329456 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -29169418.000000 Penalty: 6303.318848
	Iteration 88Q: 3 clusters Score -2.916942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329464 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -29169410.000000 Penalty: 6303.318848
	Iteration 89Q: 3 clusters Score -2.916941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329466 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -29169410.000000 Penalty: 6303.318848
	Iteration 90Q: 3 clusters Score -2.916941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329466 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -29169412.000000 Penalty: 6303.318848
	Iteration 91Q: 3 clusters Score -2.916941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329469 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -29169424.000000 Penalty: 6303.318848
	Iteration 92Q: 3 clusters Score -2.916942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329471 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -29169436.000000 Penalty: 6303.318848
	Iteration 93Q: 3 clusters Score -2.916944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329472 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -29169432.000000 Penalty: 6303.318848
	Iteration 94Q: 3 clusters Score -2.916943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329471 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -29169432.000000 Penalty: 6303.318848
	Iteration 95Q: 3 clusters Score -2.916943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329471 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -29169432.000000 Penalty: 6303.318848
	Iteration 96F: 3 clusters Score -2.916943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Entering Unmasked Estep 
Score: -787640.125000 Penalty: 2270.711670
	Iteration 0F: 2 clusters Score -787640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -780336.437500 Penalty: 4541.423340
	Iteration 0F: 3 clusters Score -780336.4 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -782715.500000 Penalty: 4541.423340
	Iteration 1F: 3 clusters Score -782715.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -783268.000000 Penalty: 4541.423340
	Iteration 2F: 3 clusters Score -783268 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -783704.375000 Penalty: 4541.423340
	Iteration 3F: 3 clusters Score -783704.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -784098.750000 Penalty: 4541.423340
	Iteration 4F: 3 clusters Score -784098.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -784461.250000 Penalty: 4541.423340
	Iteration 5F: 3 clusters Score -784461.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -784778.312500 Penalty: 4541.423340
	Iteration 6Q: 3 clusters Score -784778.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -785027.437500 Penalty: 4541.423340
	Iteration 7Q: 3 clusters Score -785027.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -785243.625000 Penalty: 4541.423340
	Iteration 8Q: 3 clusters Score -785243.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -785396.750000 Penalty: 4541.423340
	Iteration 9Q: 3 clusters Score -785396.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -785501.500000 Penalty: 4541.423340
	Iteration 10Q: 3 clusters Score -785501.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -785577.000000 Penalty: 4541.423340
	Iteration 11Q: 3 clusters Score -785577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -785628.812500 Penalty: 4541.423340
	Iteration 12Q: 3 clusters Score -785628.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -785667.812500 Penalty: 4541.423340
	Iteration 13Q: 3 clusters Score -785667.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -785698.062500 Penalty: 4541.423340
	Iteration 14Q: 3 clusters Score -785698.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -785729.500000 Penalty: 4541.423340
	Iteration 15Q: 3 clusters Score -785729.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -785756.937500 Penalty: 4541.423340
	Iteration 16Q: 3 clusters Score -785756.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -785777.187500 Penalty: 4541.423340
	Iteration 17Q: 3 clusters Score -785777.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -785790.812500 Penalty: 4541.423340
	Iteration 18Q: 3 clusters Score -785790.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -785814.375000 Penalty: 4541.423340
	Iteration 19Q: 3 clusters Score -785814.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -785836.312500 Penalty: 4541.423340
	Iteration 20F: 3 clusters Score -785836.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -785871.937500 Penalty: 4541.423340
	Iteration 21Q: 3 clusters Score -785871.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -785904.125000 Penalty: 4541.423340
	Iteration 22Q: 3 clusters Score -785904.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -785935.625000 Penalty: 4541.423340
	Iteration 23Q: 3 clusters Score -785935.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -785964.937500 Penalty: 4541.423340
	Iteration 24Q: 3 clusters Score -785964.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -786002.875000 Penalty: 4541.423340
	Iteration 25Q: 3 clusters Score -786002.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -786052.125000 Penalty: 4541.423340
	Iteration 26Q: 3 clusters Score -786052.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -786097.250000 Penalty: 4541.423340
	Iteration 27Q: 3 clusters Score -786097.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -786153.000000 Penalty: 4541.423340
	Iteration 28Q: 3 clusters Score -786153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -786195.250000 Penalty: 4541.423340
	Iteration 29Q: 3 clusters Score -786195.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -786220.875000 Penalty: 4541.423340
	Iteration 30Q: 3 clusters Score -786220.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -786250.312500 Penalty: 4541.423340
	Iteration 31Q: 3 clusters Score -786250.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -786278.312500 Penalty: 4541.423340
	Iteration 32Q: 3 clusters Score -786278.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -786304.562500 Penalty: 4541.423340
	Iteration 33Q: 3 clusters Score -786304.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -786323.812500 Penalty: 4541.423340
	Iteration 34Q: 3 clusters Score -786323.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -786344.625000 Penalty: 4541.423340
	Iteration 35Q: 3 clusters Score -786344.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -786359.125000 Penalty: 4541.423340
	Iteration 36Q: 3 clusters Score -786359.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -786369.187500 Penalty: 4541.423340
	Iteration 37Q: 3 clusters Score -786369.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -786380.812500 Penalty: 4541.423340
	Iteration 38Q: 3 clusters Score -786380.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -786389.187500 Penalty: 4541.423340
	Iteration 39Q: 3 clusters Score -786389.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -786398.812500 Penalty: 4541.423340
	Iteration 40F: 3 clusters Score -786398.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -786411.250000 Penalty: 4541.423340
	Iteration 41Q: 3 clusters Score -786411.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -786428.812500 Penalty: 4541.423340
	Iteration 42Q: 3 clusters Score -786428.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -786454.687500 Penalty: 4541.423340
	Iteration 43Q: 3 clusters Score -786454.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -786491.062500 Penalty: 4541.423340
	Iteration 44Q: 3 clusters Score -786491.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -786541.625000 Penalty: 4541.423340
	Iteration 45Q: 3 clusters Score -786541.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -786607.125000 Penalty: 4541.423340
	Iteration 46Q: 3 clusters Score -786607.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -786691.000000 Penalty: 4541.423340
	Iteration 47Q: 3 clusters Score -786691 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -786772.437500 Penalty: 4541.423340
	Iteration 48Q: 3 clusters Score -786772.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -786827.000000 Penalty: 4541.423340
	Iteration 49Q: 3 clusters Score -786827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -786850.312500 Penalty: 4541.423340
	Iteration 50Q: 3 clusters Score -786850.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -786860.812500 Penalty: 4541.423340
	Iteration 51Q: 3 clusters Score -786860.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -786872.062500 Penalty: 4541.423340
	Iteration 52Q: 3 clusters Score -786872.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -786878.000000 Penalty: 4541.423340
	Iteration 53Q: 3 clusters Score -786878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -786881.625000 Penalty: 4541.423340
	Iteration 54Q: 3 clusters Score -786881.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -786886.312500 Penalty: 4541.423340
	Iteration 55Q: 3 clusters Score -786886.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -786888.625000 Penalty: 4541.423340
	Iteration 56Q: 3 clusters Score -786888.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -786891.125000 Penalty: 4541.423340
	Iteration 57Q: 3 clusters Score -786891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -786893.375000 Penalty: 4541.423340
	Iteration 58Q: 3 clusters Score -786893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -786894.125000 Penalty: 4541.423340
	Iteration 59Q: 3 clusters Score -786894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -786895.125000 Penalty: 4541.423340
	Iteration 60F: 3 clusters Score -786895.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -786897.125000 Penalty: 4541.423340
	Iteration 61Q: 3 clusters Score -786897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -786898.125000 Penalty: 4541.423340
	Iteration 62Q: 3 clusters Score -786898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -786899.000000 Penalty: 4541.423340
	Iteration 63Q: 3 clusters Score -786899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -786899.250000 Penalty: 4541.423340
	Iteration 64Q: 3 clusters Score -786899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -786899.062500 Penalty: 4541.423340
	Iteration 65Q: 3 clusters Score -786899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -786899.625000 Penalty: 4541.423340
	Iteration 66Q: 3 clusters Score -786899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -786901.812500 Penalty: 4541.423340
	Iteration 67Q: 3 clusters Score -786901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -786901.687500 Penalty: 4541.423340
	Iteration 68Q: 3 clusters Score -786901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -786901.687500 Penalty: 4541.423340
	Iteration 69F: 3 clusters Score -786901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -640631.187500 Penalty: 2216.918701
	Iteration 0F: 2 clusters Score -640631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -634472.437500 Penalty: 4433.837402
	Iteration 0F: 3 clusters Score -634472.4 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -636115.625000 Penalty: 4433.837402
	Iteration 1F: 3 clusters Score -636115.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -636387.375000 Penalty: 4433.837402
	Iteration 2F: 3 clusters Score -636387.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -636612.250000 Penalty: 4433.837402
	Iteration 3F: 3 clusters Score -636612.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -636801.500000 Penalty: 4433.837402
	Iteration 4Q: 3 clusters Score -636801.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -636958.687500 Penalty: 4433.837402
	Iteration 5Q: 3 clusters Score -636958.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -637116.437500 Penalty: 4433.837402
	Iteration 6Q: 3 clusters Score -637116.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -637278.187500 Penalty: 4433.837402
	Iteration 7Q: 3 clusters Score -637278.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -637435.000000 Penalty: 4433.837402
	Iteration 8Q: 3 clusters Score -637435 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -637596.937500 Penalty: 4433.837402
	Iteration 9Q: 3 clusters Score -637596.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -637808.375000 Penalty: 4433.837402
	Iteration 10Q: 3 clusters Score -637808.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -638033.812500 Penalty: 4433.837402
	Iteration 11Q: 3 clusters Score -638033.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -638279.937500 Penalty: 4433.837402
	Iteration 12Q: 3 clusters Score -638279.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -638536.000000 Penalty: 4433.837402
	Iteration 13Q: 3 clusters Score -638536 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -638757.125000 Penalty: 4433.837402
	Iteration 14Q: 3 clusters Score -638757.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -638955.187500 Penalty: 4433.837402
	Iteration 15Q: 3 clusters Score -638955.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -639175.750000 Penalty: 4433.837402
	Iteration 16Q: 3 clusters Score -639175.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -639331.875000 Penalty: 4433.837402
	Iteration 17Q: 3 clusters Score -639331.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -639418.500000 Penalty: 4433.837402
	Iteration 18Q: 3 clusters Score -639418.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -639474.687500 Penalty: 4433.837402
	Iteration 19Q: 3 clusters Score -639474.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -639510.062500 Penalty: 4433.837402
	Iteration 20F: 3 clusters Score -639510.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -639534.625000 Penalty: 4433.837402
	Iteration 21Q: 3 clusters Score -639534.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -639545.250000 Penalty: 4433.837402
	Iteration 22Q: 3 clusters Score -639545.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -639549.562500 Penalty: 4433.837402
	Iteration 23Q: 3 clusters Score -639549.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -639554.125000 Penalty: 4433.837402
	Iteration 24Q: 3 clusters Score -639554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -639560.000000 Penalty: 4433.837402
	Iteration 25Q: 3 clusters Score -639560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -639562.750000 Penalty: 4433.837402
	Iteration 26Q: 3 clusters Score -639562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -639564.437500 Penalty: 4433.837402
	Iteration 27Q: 3 clusters Score -639564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -639568.062500 Penalty: 4433.837402
	Iteration 28Q: 3 clusters Score -639568.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -639569.375000 Penalty: 4433.837402
	Iteration 29Q: 3 clusters Score -639569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -639569.937500 Penalty: 4433.837402
	Iteration 30Q: 3 clusters Score -639569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -639569.812500 Penalty: 4433.837402
	Iteration 31Q: 3 clusters Score -639569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -639571.125000 Penalty: 4433.837402
	Iteration 32Q: 3 clusters Score -639571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -639571.125000 Penalty: 4433.837402
	Iteration 33Q: 3 clusters Score -639571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -639571.937500 Penalty: 4433.837402
	Iteration 34Q: 3 clusters Score -639571.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -639573.625000 Penalty: 4433.837402
	Iteration 35Q: 3 clusters Score -639573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -639574.000000 Penalty: 4433.837402
	Iteration 36Q: 3 clusters Score -639574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -639574.000000 Penalty: 4433.837402
	Iteration 37F: 3 clusters Score -639574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Entering Unmasked Estep 
Score: -916405.687500 Penalty: 2301.845947
	Iteration 0F: 2 clusters Score -916405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -908285.125000 Penalty: 4603.691895
	Iteration 0F: 3 clusters Score -908285.1 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -910864.500000 Penalty: 4603.691895
	Iteration 1F: 3 clusters Score -910864.5 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -911222.875000 Penalty: 4603.691895
	Iteration 2F: 3 clusters Score -911222.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -911466.562500 Penalty: 4603.691895
	Iteration 3Q: 3 clusters Score -911466.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -911676.562500 Penalty: 4603.691895
	Iteration 4Q: 3 clusters Score -911676.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -911862.000000 Penalty: 4603.691895
	Iteration 5Q: 3 clusters Score -911862 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -912079.500000 Penalty: 4603.691895
	Iteration 6Q: 3 clusters Score -912079.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -912324.375000 Penalty: 4603.691895
	Iteration 7Q: 3 clusters Score -912324.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -912609.937500 Penalty: 4603.691895
	Iteration 8Q: 3 clusters Score -912609.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -912992.000000 Penalty: 4603.691895
	Iteration 9Q: 3 clusters Score -912992 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -913416.312500 Penalty: 4603.691895
	Iteration 10Q: 3 clusters Score -913416.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -913859.437500 Penalty: 4603.691895
	Iteration 11Q: 3 clusters Score -913859.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -914309.562500 Penalty: 4603.691895
	Iteration 12Q: 3 clusters Score -914309.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -914679.312500 Penalty: 4603.691895
	Iteration 13Q: 3 clusters Score -914679.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -914961.875000 Penalty: 4603.691895
	Iteration 14Q: 3 clusters Score -914961.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -915165.125000 Penalty: 4603.691895
	Iteration 15Q: 3 clusters Score -915165.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -915290.937500 Penalty: 4603.691895
	Iteration 16Q: 3 clusters Score -915290.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -915392.875000 Penalty: 4603.691895
	Iteration 17Q: 3 clusters Score -915392.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -915478.750000 Penalty: 4603.691895
	Iteration 18Q: 3 clusters Score -915478.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -915543.937500 Penalty: 4603.691895
	Iteration 19Q: 3 clusters Score -915543.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -915588.875000 Penalty: 4603.691895
	Iteration 20F: 3 clusters Score -915588.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -915621.687500 Penalty: 4603.691895
	Iteration 21Q: 3 clusters Score -915621.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -915653.312500 Penalty: 4603.691895
	Iteration 22Q: 3 clusters Score -915653.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -915685.750000 Penalty: 4603.691895
	Iteration 23Q: 3 clusters Score -915685.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -915709.062500 Penalty: 4603.691895
	Iteration 24Q: 3 clusters Score -915709.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -915726.625000 Penalty: 4603.691895
	Iteration 25Q: 3 clusters Score -915726.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -915744.812500 Penalty: 4603.691895
	Iteration 26Q: 3 clusters Score -915744.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -915756.625000 Penalty: 4603.691895
	Iteration 27Q: 3 clusters Score -915756.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -915773.375000 Penalty: 4603.691895
	Iteration 28Q: 3 clusters Score -915773.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -915786.437500 Penalty: 4603.691895
	Iteration 29Q: 3 clusters Score -915786.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -915792.437500 Penalty: 4603.691895
	Iteration 30Q: 3 clusters Score -915792.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -915801.125000 Penalty: 4603.691895
	Iteration 31Q: 3 clusters Score -915801.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -915806.687500 Penalty: 4603.691895
	Iteration 32Q: 3 clusters Score -915806.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -915814.750000 Penalty: 4603.691895
	Iteration 33Q: 3 clusters Score -915814.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -915821.062500 Penalty: 4603.691895
	Iteration 34Q: 3 clusters Score -915821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -915826.750000 Penalty: 4603.691895
	Iteration 35Q: 3 clusters Score -915826.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -915833.937500 Penalty: 4603.691895
	Iteration 36Q: 3 clusters Score -915833.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -915838.187500 Penalty: 4603.691895
	Iteration 37Q: 3 clusters Score -915838.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -915843.812500 Penalty: 4603.691895
	Iteration 38Q: 3 clusters Score -915843.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -915846.250000 Penalty: 4603.691895
	Iteration 39Q: 3 clusters Score -915846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -915848.125000 Penalty: 4603.691895
	Iteration 40F: 3 clusters Score -915848.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -915847.437500 Penalty: 4603.691895
	Iteration 41Q: 3 clusters Score -915847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -915848.750000 Penalty: 4603.691895
	Iteration 42Q: 3 clusters Score -915848.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -915850.062500 Penalty: 4603.691895
	Iteration 43Q: 3 clusters Score -915850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -915851.250000 Penalty: 4603.691895
	Iteration 44Q: 3 clusters Score -915851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -915852.187500 Penalty: 4603.691895
	Iteration 45Q: 3 clusters Score -915852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -915853.125000 Penalty: 4603.691895
	Iteration 46Q: 3 clusters Score -915853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -915854.062500 Penalty: 4603.691895
	Iteration 47Q: 3 clusters Score -915854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -915854.062500 Penalty: 4603.691895
	Iteration 48F: 3 clusters Score -915854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -298935.406250 Penalty: 2025.995361
	Iteration 0F: 2 clusters Score -298935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -295385.781250 Penalty: 4051.990723
	Iteration 0F: 3 clusters Score -295385.8 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -296156.468750 Penalty: 4051.990723
	Iteration 1F: 3 clusters Score -296156.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -296407.906250 Penalty: 4051.990723
	Iteration 2F: 3 clusters Score -296407.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -296596.687500 Penalty: 4051.990723
	Iteration 3F: 3 clusters Score -296596.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -296789.031250 Penalty: 4051.990723
	Iteration 4F: 3 clusters Score -296789 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -296975.718750 Penalty: 4051.990723
	Iteration 5Q: 3 clusters Score -296975.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -297117.125000 Penalty: 4051.990723
	Iteration 6Q: 3 clusters Score -297117.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -297239.531250 Penalty: 4051.990723
	Iteration 7Q: 3 clusters Score -297239.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -297328.000000 Penalty: 4051.990723
	Iteration 8Q: 3 clusters Score -297328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -297396.062500 Penalty: 4051.990723
	Iteration 9Q: 3 clusters Score -297396.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -297435.531250 Penalty: 4051.990723
	Iteration 10Q: 3 clusters Score -297435.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -297458.093750 Penalty: 4051.990723
	Iteration 11Q: 3 clusters Score -297458.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -297479.687500 Penalty: 4051.990723
	Iteration 12Q: 3 clusters Score -297479.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -297499.843750 Penalty: 4051.990723
	Iteration 13Q: 3 clusters Score -297499.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -297512.218750 Penalty: 4051.990723
	Iteration 14Q: 3 clusters Score -297512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -297520.375000 Penalty: 4051.990723
	Iteration 15Q: 3 clusters Score -297520.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -297526.593750 Penalty: 4051.990723
	Iteration 16Q: 3 clusters Score -297526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -297530.968750 Penalty: 4051.990723
	Iteration 17Q: 3 clusters Score -297531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -297537.000000 Penalty: 4051.990723
	Iteration 18Q: 3 clusters Score -297537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -297543.625000 Penalty: 4051.990723
	Iteration 19Q: 3 clusters Score -297543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -297548.250000 Penalty: 4051.990723
	Iteration 20F: 3 clusters Score -297548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -297552.906250 Penalty: 4051.990723
	Iteration 21Q: 3 clusters Score -297552.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -297558.000000 Penalty: 4051.990723
	Iteration 22Q: 3 clusters Score -297558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -297564.343750 Penalty: 4051.990723
	Iteration 23Q: 3 clusters Score -297564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -297567.718750 Penalty: 4051.990723
	Iteration 24Q: 3 clusters Score -297567.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -297571.250000 Penalty: 4051.990723
	Iteration 25Q: 3 clusters Score -297571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -297573.781250 Penalty: 4051.990723
	Iteration 26Q: 3 clusters Score -297573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -297575.625000 Penalty: 4051.990723
	Iteration 27Q: 3 clusters Score -297575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -297577.312500 Penalty: 4051.990723
	Iteration 28Q: 3 clusters Score -297577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -297579.062500 Penalty: 4051.990723
	Iteration 29Q: 3 clusters Score -297579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -297579.593750 Penalty: 4051.990723
	Iteration 30Q: 3 clusters Score -297579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -297580.531250 Penalty: 4051.990723
	Iteration 31Q: 3 clusters Score -297580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -297580.750000 Penalty: 4051.990723
	Iteration 32Q: 3 clusters Score -297580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -297581.250000 Penalty: 4051.990723
	Iteration 33Q: 3 clusters Score -297581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -297582.281250 Penalty: 4051.990723
	Iteration 34Q: 3 clusters Score -297582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -297581.937500 Penalty: 4051.990723
	Iteration 35Q: 3 clusters Score -297581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -297581.937500 Penalty: 4051.990723
	Iteration 36F: 3 clusters Score -297581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -216990.609375 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -216990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -214019.359375 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -214019.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214643.500000 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -214643.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -214799.312500 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -214799.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -214885.812500 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -214885.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -214945.140625 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -214945.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -214991.796875 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -214991.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -215035.218750 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -215035.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -215086.562500 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -215086.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -215126.015625 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -215126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -215145.359375 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -215145.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -215164.234375 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -215164.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -215187.531250 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -215187.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -215200.875000 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -215200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -215211.046875 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -215211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -215217.687500 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -215217.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -215228.312500 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -215228.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -215237.968750 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -215238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -215246.875000 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -215246.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -215259.187500 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -215259.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -215271.156250 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -215271.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -215275.203125 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -215275.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -215278.671875 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -215278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -215282.390625 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -215282.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -215283.250000 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -215283.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -215283.343750 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -215283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -215283.671875 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -215283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -215284.921875 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -215284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -215287.906250 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -215287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -215289.640625 Penalty: 3889.965088
	Iteration 28Q: 3 clusters Score -215289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -215293.078125 Penalty: 3889.965088
	Iteration 29Q: 3 clusters Score -215293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -215294.546875 Penalty: 3889.965088
	Iteration 30Q: 3 clusters Score -215294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -215296.218750 Penalty: 3889.965088
	Iteration 31Q: 3 clusters Score -215296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -215300.406250 Penalty: 3889.965088
	Iteration 32Q: 3 clusters Score -215300.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -215303.406250 Penalty: 3889.965088
	Iteration 33Q: 3 clusters Score -215303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -215303.437500 Penalty: 3889.965088
	Iteration 34Q: 3 clusters Score -215303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -215304.734375 Penalty: 3889.965088
	Iteration 35Q: 3 clusters Score -215304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -215305.640625 Penalty: 3889.965088
	Iteration 36Q: 3 clusters Score -215305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -215308.046875 Penalty: 3889.965088
	Iteration 37Q: 3 clusters Score -215308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -215310.390625 Penalty: 3889.965088
	Iteration 38Q: 3 clusters Score -215310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -215314.203125 Penalty: 3889.965088
	Iteration 39Q: 3 clusters Score -215314.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -215318.750000 Penalty: 3889.965088
	Iteration 40F: 3 clusters Score -215318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -215322.406250 Penalty: 3889.965088
	Iteration 41Q: 3 clusters Score -215322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -215326.468750 Penalty: 3889.965088
	Iteration 42Q: 3 clusters Score -215326.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -215329.125000 Penalty: 3889.965088
	Iteration 43Q: 3 clusters Score -215329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -215332.812500 Penalty: 3889.965088
	Iteration 44Q: 3 clusters Score -215332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -215336.718750 Penalty: 3889.965088
	Iteration 45Q: 3 clusters Score -215336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -215339.000000 Penalty: 3889.965088
	Iteration 46Q: 3 clusters Score -215339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -215341.656250 Penalty: 3889.965088
	Iteration 47Q: 3 clusters Score -215341.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -215344.140625 Penalty: 3889.965088
	Iteration 48Q: 3 clusters Score -215344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -215348.031250 Penalty: 3889.965088
	Iteration 49Q: 3 clusters Score -215348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -215352.406250 Penalty: 3889.965088
	Iteration 50Q: 3 clusters Score -215352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -215355.453125 Penalty: 3889.965088
	Iteration 51Q: 3 clusters Score -215355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -215358.546875 Penalty: 3889.965088
	Iteration 52Q: 3 clusters Score -215358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -215361.093750 Penalty: 3889.965088
	Iteration 53Q: 3 clusters Score -215361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -215364.546875 Penalty: 3889.965088
	Iteration 54Q: 3 clusters Score -215364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -215366.859375 Penalty: 3889.965088
	Iteration 55Q: 3 clusters Score -215366.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -215368.875000 Penalty: 3889.965088
	Iteration 56Q: 3 clusters Score -215368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -215371.312500 Penalty: 3889.965088
	Iteration 57Q: 3 clusters Score -215371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -215372.546875 Penalty: 3889.965088
	Iteration 58Q: 3 clusters Score -215372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -215373.781250 Penalty: 3889.965088
	Iteration 59Q: 3 clusters Score -215373.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -215374.750000 Penalty: 3889.965088
	Iteration 60F: 3 clusters Score -215374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -215375.906250 Penalty: 3889.965088
	Iteration 61Q: 3 clusters Score -215375.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -215376.578125 Penalty: 3889.965088
	Iteration 62Q: 3 clusters Score -215376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -215377.843750 Penalty: 3889.965088
	Iteration 63Q: 3 clusters Score -215377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -215379.562500 Penalty: 3889.965088
	Iteration 64Q: 3 clusters Score -215379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -215381.484375 Penalty: 3889.965088
	Iteration 65Q: 3 clusters Score -215381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -215384.125000 Penalty: 3889.965088
	Iteration 66Q: 3 clusters Score -215384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -215386.562500 Penalty: 3889.965088
	Iteration 67Q: 3 clusters Score -215386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -215387.593750 Penalty: 3889.965088
	Iteration 68Q: 3 clusters Score -215387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -215388.203125 Penalty: 3889.965088
	Iteration 69Q: 3 clusters Score -215388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -215388.203125 Penalty: 3889.965088
	Iteration 70F: 3 clusters Score -215388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Entering Unmasked Estep 
Score: -1283741.750000 Penalty: 2368.705322
	Iteration 0F: 2 clusters Score -1283742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1273538.875000 Penalty: 4737.410645
	Iteration 0F: 3 clusters Score -1273539 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1276643.125000 Penalty: 4737.410645
	Iteration 1F: 3 clusters Score -1276643 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1276949.750000 Penalty: 4737.410645
	Iteration 2F: 3 clusters Score -1276950 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1277172.500000 Penalty: 4737.410645
	Iteration 3Q: 3 clusters Score -1277172 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1277321.250000 Penalty: 4737.410645
	Iteration 4Q: 3 clusters Score -1277321 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1277430.250000 Penalty: 4737.410645
	Iteration 5Q: 3 clusters Score -1277430 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1277533.500000 Penalty: 4737.410645
	Iteration 6Q: 3 clusters Score -1277534 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1277635.375000 Penalty: 4737.410645
	Iteration 7Q: 3 clusters Score -1277635 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1277750.625000 Penalty: 4737.410645
	Iteration 8Q: 3 clusters Score -1277751 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1277888.250000 Penalty: 4737.410645
	Iteration 9Q: 3 clusters Score -1277888 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1278061.000000 Penalty: 4737.410645
	Iteration 10Q: 3 clusters Score -1278061 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1278241.750000 Penalty: 4737.410645
	Iteration 11Q: 3 clusters Score -1278242 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1278478.500000 Penalty: 4737.410645
	Iteration 12Q: 3 clusters Score -1278478 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1278847.625000 Penalty: 4737.410645
	Iteration 13Q: 3 clusters Score -1278848 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1279323.125000 Penalty: 4737.410645
	Iteration 14Q: 3 clusters Score -1279323 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1279792.500000 Penalty: 4737.410645
	Iteration 15Q: 3 clusters Score -1279792 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1280227.750000 Penalty: 4737.410645
	Iteration 16Q: 3 clusters Score -1280228 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1280667.250000 Penalty: 4737.410645
	Iteration 17Q: 3 clusters Score -1280667 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1281039.750000 Penalty: 4737.410645
	Iteration 18Q: 3 clusters Score -1281040 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1281268.375000 Penalty: 4737.410645
	Iteration 19Q: 3 clusters Score -1281268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1281422.750000 Penalty: 4737.410645
	Iteration 20F: 3 clusters Score -1281423 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1281509.250000 Penalty: 4737.410645
	Iteration 21Q: 3 clusters Score -1281509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1281570.250000 Penalty: 4737.410645
	Iteration 22Q: 3 clusters Score -1281570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1281604.750000 Penalty: 4737.410645
	Iteration 23Q: 3 clusters Score -1281605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1281627.375000 Penalty: 4737.410645
	Iteration 24Q: 3 clusters Score -1281627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1281638.625000 Penalty: 4737.410645
	Iteration 25Q: 3 clusters Score -1281639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1281646.625000 Penalty: 4737.410645
	Iteration 26Q: 3 clusters Score -1281647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1281652.875000 Penalty: 4737.410645
	Iteration 27Q: 3 clusters Score -1281653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1281656.875000 Penalty: 4737.410645
	Iteration 28Q: 3 clusters Score -1281657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1281660.375000 Penalty: 4737.410645
	Iteration 29Q: 3 clusters Score -1281660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1281660.375000 Penalty: 4737.410645
	Iteration 30F: 3 clusters Score -1281660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Entering Unmasked Estep 
Score: -3158759.750000 Penalty: 2601.387695
	Iteration 0F: 2 clusters Score -3158760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3134388.250000 Penalty: 5202.775391
	Iteration 0F: 3 clusters Score -3134388 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3144074.500000 Penalty: 5202.775391
	Iteration 1F: 3 clusters Score -3144074 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3145485.750000 Penalty: 5202.775391
	Iteration 2F: 3 clusters Score -3145486 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3147233.750000 Penalty: 5202.775391
	Iteration 3F: 3 clusters Score -3147234 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3149169.250000 Penalty: 5202.775391
	Iteration 4F: 3 clusters Score -3149169 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3150988.750000 Penalty: 5202.775391
	Iteration 5F: 3 clusters Score -3150989 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3152731.500000 Penalty: 5202.775391
	Iteration 6F: 3 clusters Score -3152732 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3154287.000000 Penalty: 5202.775391
	Iteration 7F: 3 clusters Score -3154287 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3155648.500000 Penalty: 5202.775391
	Iteration 8Q: 3 clusters Score -3155648 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3156564.750000 Penalty: 5202.775391
	Iteration 9Q: 3 clusters Score -3156565 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3157082.250000 Penalty: 5202.775391
	Iteration 10Q: 3 clusters Score -3157082 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3157433.000000 Penalty: 5202.775391
	Iteration 11Q: 3 clusters Score -3157433 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3157650.750000 Penalty: 5202.775391
	Iteration 12Q: 3 clusters Score -3157651 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3157785.250000 Penalty: 5202.775391
	Iteration 13Q: 3 clusters Score -3157785 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3157859.750000 Penalty: 5202.775391
	Iteration 14Q: 3 clusters Score -3157860 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3157925.250000 Penalty: 5202.775391
	Iteration 15Q: 3 clusters Score -3157925 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3157957.000000 Penalty: 5202.775391
	Iteration 16Q: 3 clusters Score -3157957 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3157985.500000 Penalty: 5202.775391
	Iteration 17Q: 3 clusters Score -3157986 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3158004.500000 Penalty: 5202.775391
	Iteration 18Q: 3 clusters Score -3158004 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3158027.250000 Penalty: 5202.775391
	Iteration 19Q: 3 clusters Score -3158027 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3158053.750000 Penalty: 5202.775391
	Iteration 20F: 3 clusters Score -3158054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3158070.500000 Penalty: 5202.775391
	Iteration 21Q: 3 clusters Score -3158070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3158070.000000 Penalty: 5202.775391
	Iteration 22Q: 3 clusters Score -3158070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3158072.000000 Penalty: 5202.775391
	Iteration 23Q: 3 clusters Score -3158072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3158082.250000 Penalty: 5202.775391
	Iteration 24Q: 3 clusters Score -3158082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3158083.500000 Penalty: 5202.775391
	Iteration 25Q: 3 clusters Score -3158084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -3158089.000000 Penalty: 5202.775391
	Iteration 26Q: 3 clusters Score -3158089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3158092.750000 Penalty: 5202.775391
	Iteration 27Q: 3 clusters Score -3158093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3158091.250000 Penalty: 5202.775391
	Iteration 28Q: 3 clusters Score -3158091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3158091.750000 Penalty: 5202.775391
	Iteration 29Q: 3 clusters Score -3158092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3158084.750000 Penalty: 5202.775391
	Iteration 30Q: 3 clusters Score -3158085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3158088.000000 Penalty: 5202.775391
	Iteration 31Q: 3 clusters Score -3158088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3158092.250000 Penalty: 5202.775391
	Iteration 32Q: 3 clusters Score -3158092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3158098.750000 Penalty: 5202.775391
	Iteration 33Q: 3 clusters Score -3158099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3158101.000000 Penalty: 5202.775391
	Iteration 34Q: 3 clusters Score -3158101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3158101.500000 Penalty: 5202.775391
	Iteration 35Q: 3 clusters Score -3158102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3158103.750000 Penalty: 5202.775391
	Iteration 36Q: 3 clusters Score -3158104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3158105.000000 Penalty: 5202.775391
	Iteration 37Q: 3 clusters Score -3158105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3158110.000000 Penalty: 5202.775391
	Iteration 38Q: 3 clusters Score -3158110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3158105.000000 Penalty: 5202.775391
	Iteration 39Q: 3 clusters Score -3158105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3158104.250000 Penalty: 5202.775391
	Iteration 40F: 3 clusters Score -3158104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3158100.000000 Penalty: 5202.775391
	Iteration 41Q: 3 clusters Score -3158100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3158099.750000 Penalty: 5202.775391
	Iteration 42Q: 3 clusters Score -3158100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3158100.250000 Penalty: 5202.775391
	Iteration 43Q: 3 clusters Score -3158100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3158100.250000 Penalty: 5202.775391
	Iteration 44F: 3 clusters Score -3158100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Entering Unmasked Estep 
Score: -572798.562500 Penalty: 2193.502686
	Iteration 0F: 2 clusters Score -572798.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -567080.062500 Penalty: 4387.005371
	Iteration 0F: 3 clusters Score -567080.1 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -568645.875000 Penalty: 4387.005371
	Iteration 1F: 3 clusters Score -568645.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -568967.250000 Penalty: 4387.005371
	Iteration 2F: 3 clusters Score -568967.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -569244.937500 Penalty: 4387.005371
	Iteration 3F: 3 clusters Score -569244.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -569542.250000 Penalty: 4387.005371
	Iteration 4F: 3 clusters Score -569542.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -569872.000000 Penalty: 4387.005371
	Iteration 5F: 3 clusters Score -569872 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -570206.750000 Penalty: 4387.005371
	Iteration 6F: 3 clusters Score -570206.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -570588.875000 Penalty: 4387.005371
	Iteration 7F: 3 clusters Score -570588.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -571042.437500 Penalty: 4387.005371
	Iteration 8F: 3 clusters Score -571042.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -571618.062500 Penalty: 4387.005371
	Iteration 9F: 3 clusters Score -571618.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -572285.875000 Penalty: 4387.005371
	Iteration 10F: 3 clusters Score -572285.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -572853.000000 Penalty: 4387.005371
	Iteration 11Q: 3 clusters Score -572853 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -573107.000000 Penalty: 4387.005371
	Iteration 12Q: 3 clusters Score -573107 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -573189.187500 Penalty: 4387.005371
	Iteration 13Q: 3 clusters Score -573189.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -573226.500000 Penalty: 4387.005371
	Iteration 14Q: 3 clusters Score -573226.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -573264.062500 Penalty: 4387.005371
	Iteration 15Q: 3 clusters Score -573264.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -573298.750000 Penalty: 4387.005371
	Iteration 16Q: 3 clusters Score -573298.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -573365.875000 Penalty: 4387.005371
	Iteration 17Q: 3 clusters Score -573365.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -573494.812500 Penalty: 4387.005371
	Iteration 18Q: 3 clusters Score -573494.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -573669.875000 Penalty: 4387.005371
	Iteration 19Q: 3 clusters Score -573669.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -573815.687500 Penalty: 4387.005371
	Iteration 20F: 3 clusters Score -573815.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -573893.312500 Penalty: 4387.005371
	Iteration 21Q: 3 clusters Score -573893.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -573925.750000 Penalty: 4387.005371
	Iteration 22Q: 3 clusters Score -573925.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -573933.187500 Penalty: 4387.005371
	Iteration 23Q: 3 clusters Score -573933.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -573936.250000 Penalty: 4387.005371
	Iteration 24Q: 3 clusters Score -573936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -573936.875000 Penalty: 4387.005371
	Iteration 25Q: 3 clusters Score -573936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -573937.250000 Penalty: 4387.005371
	Iteration 26Q: 3 clusters Score -573937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -573937.250000 Penalty: 4387.005371
	Iteration 27F: 3 clusters Score -573937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26568 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 11904 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 8792 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102450 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 10379 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 330481 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14062 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 4408 members 
Mstep: Class 34 contains 14850 members 
Mstep: Class 35 contains 21970 members 
Mstep: Class 36 contains 57943 members 
Mstep: Class 37 contains 4109 members 
Mstep: Class 38 contains 2530 members 
Entering Unmasked Estep 
Score: -113010640.000000 Penalty: 132890.187500
Splitting cluster 33 changes total score from -113011000.000000 to -113010640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Entering Unmasked Estep 
Score: -1307013.250000 Penalty: 2382.227295
	Iteration 0F: 2 clusters Score -1307013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1296356.375000 Penalty: 4764.454590
	Iteration 0F: 3 clusters Score -1296356 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1299727.500000 Penalty: 4764.454590
	Iteration 1F: 3 clusters Score -1299728 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1300120.125000 Penalty: 4764.454590
	Iteration 2F: 3 clusters Score -1300120 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1300417.500000 Penalty: 4764.454590
	Iteration 3Q: 3 clusters Score -1300418 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1300726.250000 Penalty: 4764.454590
	Iteration 4Q: 3 clusters Score -1300726 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1301056.375000 Penalty: 4764.454590
	Iteration 5Q: 3 clusters Score -1301056 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1301416.000000 Penalty: 4764.454590
	Iteration 6Q: 3 clusters Score -1301416 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1301835.125000 Penalty: 4764.454590
	Iteration 7Q: 3 clusters Score -1301835 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1302235.625000 Penalty: 4764.454590
	Iteration 8Q: 3 clusters Score -1302236 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1302691.375000 Penalty: 4764.454590
	Iteration 9Q: 3 clusters Score -1302691 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1303146.750000 Penalty: 4764.454590
	Iteration 10Q: 3 clusters Score -1303147 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1303561.875000 Penalty: 4764.454590
	Iteration 11Q: 3 clusters Score -1303562 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1303910.750000 Penalty: 4764.454590
	Iteration 12Q: 3 clusters Score -1303911 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1304226.500000 Penalty: 4764.454590
	Iteration 13Q: 3 clusters Score -1304226 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1304458.125000 Penalty: 4764.454590
	Iteration 14Q: 3 clusters Score -1304458 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1304616.875000 Penalty: 4764.454590
	Iteration 15Q: 3 clusters Score -1304617 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1304734.500000 Penalty: 4764.454590
	Iteration 16Q: 3 clusters Score -1304734 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1304799.500000 Penalty: 4764.454590
	Iteration 17Q: 3 clusters Score -1304800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1304842.375000 Penalty: 4764.454590
	Iteration 18Q: 3 clusters Score -1304842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1304875.625000 Penalty: 4764.454590
	Iteration 19Q: 3 clusters Score -1304876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1304892.000000 Penalty: 4764.454590
	Iteration 20F: 3 clusters Score -1304892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1304910.125000 Penalty: 4764.454590
	Iteration 21Q: 3 clusters Score -1304910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1304925.500000 Penalty: 4764.454590
	Iteration 22Q: 3 clusters Score -1304926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1304936.750000 Penalty: 4764.454590
	Iteration 23Q: 3 clusters Score -1304937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1304945.250000 Penalty: 4764.454590
	Iteration 24Q: 3 clusters Score -1304945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1304955.625000 Penalty: 4764.454590
	Iteration 25Q: 3 clusters Score -1304956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1304962.875000 Penalty: 4764.454590
	Iteration 26Q: 3 clusters Score -1304963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1304969.125000 Penalty: 4764.454590
	Iteration 27Q: 3 clusters Score -1304969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1304974.375000 Penalty: 4764.454590
	Iteration 28Q: 3 clusters Score -1304974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1304988.875000 Penalty: 4764.454590
	Iteration 29Q: 3 clusters Score -1304989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1304993.750000 Penalty: 4764.454590
	Iteration 30Q: 3 clusters Score -1304994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1304996.250000 Penalty: 4764.454590
	Iteration 31Q: 3 clusters Score -1304996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1304999.250000 Penalty: 4764.454590
	Iteration 32Q: 3 clusters Score -1304999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1305001.000000 Penalty: 4764.454590
	Iteration 33Q: 3 clusters Score -1305001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1305004.125000 Penalty: 4764.454590
	Iteration 34Q: 3 clusters Score -1305004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1305006.000000 Penalty: 4764.454590
	Iteration 35Q: 3 clusters Score -1305006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1305012.625000 Penalty: 4764.454590
	Iteration 36Q: 3 clusters Score -1305013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1305015.125000 Penalty: 4764.454590
	Iteration 37Q: 3 clusters Score -1305015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1305017.750000 Penalty: 4764.454590
	Iteration 38Q: 3 clusters Score -1305018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1305019.125000 Penalty: 4764.454590
	Iteration 39Q: 3 clusters Score -1305019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1305022.500000 Penalty: 4764.454590
	Iteration 40F: 3 clusters Score -1305022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1305021.125000 Penalty: 4764.454590
	Iteration 41Q: 3 clusters Score -1305021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1305020.000000 Penalty: 4764.454590
	Iteration 42Q: 3 clusters Score -1305020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1305024.875000 Penalty: 4764.454590
	Iteration 43Q: 3 clusters Score -1305025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1305030.625000 Penalty: 4764.454590
	Iteration 44Q: 3 clusters Score -1305031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1305030.625000 Penalty: 4764.454590
	Iteration 45F: 3 clusters Score -1305031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Entering Unmasked Estep 
Score: -1741981.000000 Penalty: 2479.363281
	Iteration 0F: 2 clusters Score -1741981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1726589.750000 Penalty: 4958.726562
	Iteration 0F: 3 clusters Score -1726590 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1732006.625000 Penalty: 4958.726562
	Iteration 1F: 3 clusters Score -1732007 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1732609.750000 Penalty: 4958.726562
	Iteration 2F: 3 clusters Score -1732610 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1733179.500000 Penalty: 4958.726562
	Iteration 3F: 3 clusters Score -1733180 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1733751.875000 Penalty: 4958.726562
	Iteration 4Q: 3 clusters Score -1733752 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1734326.500000 Penalty: 4958.726562
	Iteration 5Q: 3 clusters Score -1734326 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1734882.500000 Penalty: 4958.726562
	Iteration 6Q: 3 clusters Score -1734882 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1735455.625000 Penalty: 4958.726562
	Iteration 7Q: 3 clusters Score -1735456 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1736029.250000 Penalty: 4958.726562
	Iteration 8Q: 3 clusters Score -1736029 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1736547.125000 Penalty: 4958.726562
	Iteration 9Q: 3 clusters Score -1736547 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1737035.875000 Penalty: 4958.726562
	Iteration 10Q: 3 clusters Score -1737036 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1737497.500000 Penalty: 4958.726562
	Iteration 11Q: 3 clusters Score -1737498 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1737943.750000 Penalty: 4958.726562
	Iteration 12Q: 3 clusters Score -1737944 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1738406.625000 Penalty: 4958.726562
	Iteration 13Q: 3 clusters Score -1738407 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1738923.625000 Penalty: 4958.726562
	Iteration 14Q: 3 clusters Score -1738924 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1739432.625000 Penalty: 4958.726562
	Iteration 15Q: 3 clusters Score -1739433 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1740004.375000 Penalty: 4958.726562
	Iteration 16Q: 3 clusters Score -1740004 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1740407.250000 Penalty: 4958.726562
	Iteration 17Q: 3 clusters Score -1740407 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1740610.250000 Penalty: 4958.726562
	Iteration 18Q: 3 clusters Score -1740610 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1740736.500000 Penalty: 4958.726562
	Iteration 19Q: 3 clusters Score -1740736 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1740804.750000 Penalty: 4958.726562
	Iteration 20F: 3 clusters Score -1740805 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1740859.125000 Penalty: 4958.726562
	Iteration 21Q: 3 clusters Score -1740859 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1740894.750000 Penalty: 4958.726562
	Iteration 22Q: 3 clusters Score -1740895 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1740915.500000 Penalty: 4958.726562
	Iteration 23Q: 3 clusters Score -1740916 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1740931.125000 Penalty: 4958.726562
	Iteration 24Q: 3 clusters Score -1740931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1740943.625000 Penalty: 4958.726562
	Iteration 25Q: 3 clusters Score -1740944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1740957.500000 Penalty: 4958.726562
	Iteration 26Q: 3 clusters Score -1740958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1740962.750000 Penalty: 4958.726562
	Iteration 27Q: 3 clusters Score -1740963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1740976.375000 Penalty: 4958.726562
	Iteration 28Q: 3 clusters Score -1740976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1740979.250000 Penalty: 4958.726562
	Iteration 29Q: 3 clusters Score -1740979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1740981.750000 Penalty: 4958.726562
	Iteration 30Q: 3 clusters Score -1740982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1740982.125000 Penalty: 4958.726562
	Iteration 31Q: 3 clusters Score -1740982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1740990.750000 Penalty: 4958.726562
	Iteration 32Q: 3 clusters Score -1740991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1740992.500000 Penalty: 4958.726562
	Iteration 33Q: 3 clusters Score -1740992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1741001.500000 Penalty: 4958.726562
	Iteration 34Q: 3 clusters Score -1741002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1741007.625000 Penalty: 4958.726562
	Iteration 35Q: 3 clusters Score -1741008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1741011.625000 Penalty: 4958.726562
	Iteration 36Q: 3 clusters Score -1741012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1741019.125000 Penalty: 4958.726562
	Iteration 37Q: 3 clusters Score -1741019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1741022.500000 Penalty: 4958.726562
	Iteration 38Q: 3 clusters Score -1741022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1741021.625000 Penalty: 4958.726562
	Iteration 39Q: 3 clusters Score -1741022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1741026.250000 Penalty: 4958.726562
	Iteration 40F: 3 clusters Score -1741026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1741033.375000 Penalty: 4958.726562
	Iteration 41Q: 3 clusters Score -1741033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1741043.500000 Penalty: 4958.726562
	Iteration 42Q: 3 clusters Score -1741044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1741052.500000 Penalty: 4958.726562
	Iteration 43Q: 3 clusters Score -1741052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1741061.875000 Penalty: 4958.726562
	Iteration 44Q: 3 clusters Score -1741062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1741069.375000 Penalty: 4958.726562
	Iteration 45Q: 3 clusters Score -1741069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1741078.125000 Penalty: 4958.726562
	Iteration 46Q: 3 clusters Score -1741078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1741086.500000 Penalty: 4958.726562
	Iteration 47Q: 3 clusters Score -1741086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1741092.625000 Penalty: 4958.726562
	Iteration 48Q: 3 clusters Score -1741093 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1741098.375000 Penalty: 4958.726562
	Iteration 49Q: 3 clusters Score -1741098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1741108.125000 Penalty: 4958.726562
	Iteration 50Q: 3 clusters Score -1741108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1741124.125000 Penalty: 4958.726562
	Iteration 51Q: 3 clusters Score -1741124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1741130.625000 Penalty: 4958.726562
	Iteration 52Q: 3 clusters Score -1741131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1741141.750000 Penalty: 4958.726562
	Iteration 53Q: 3 clusters Score -1741142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1741144.875000 Penalty: 4958.726562
	Iteration 54Q: 3 clusters Score -1741145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1741147.875000 Penalty: 4958.726562
	Iteration 55Q: 3 clusters Score -1741148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1741157.625000 Penalty: 4958.726562
	Iteration 56Q: 3 clusters Score -1741158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1741167.375000 Penalty: 4958.726562
	Iteration 57Q: 3 clusters Score -1741167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1741168.875000 Penalty: 4958.726562
	Iteration 58Q: 3 clusters Score -1741169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1741182.000000 Penalty: 4958.726562
	Iteration 59Q: 3 clusters Score -1741182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1741190.500000 Penalty: 4958.726562
	Iteration 60F: 3 clusters Score -1741190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1741191.125000 Penalty: 4958.726562
	Iteration 61Q: 3 clusters Score -1741191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1741198.000000 Penalty: 4958.726562
	Iteration 62Q: 3 clusters Score -1741198 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1741201.625000 Penalty: 4958.726562
	Iteration 63Q: 3 clusters Score -1741202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1741205.250000 Penalty: 4958.726562
	Iteration 64Q: 3 clusters Score -1741205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1741210.625000 Penalty: 4958.726562
	Iteration 65Q: 3 clusters Score -1741211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1741208.750000 Penalty: 4958.726562
	Iteration 66Q: 3 clusters Score -1741209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1741211.250000 Penalty: 4958.726562
	Iteration 67Q: 3 clusters Score -1741211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1741217.500000 Penalty: 4958.726562
	Iteration 68Q: 3 clusters Score -1741218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1741224.000000 Penalty: 4958.726562
	Iteration 69Q: 3 clusters Score -1741224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1741230.000000 Penalty: 4958.726562
	Iteration 70Q: 3 clusters Score -1741230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1741238.000000 Penalty: 4958.726562
	Iteration 71Q: 3 clusters Score -1741238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1741236.500000 Penalty: 4958.726562
	Iteration 72Q: 3 clusters Score -1741236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1741246.125000 Penalty: 4958.726562
	Iteration 73Q: 3 clusters Score -1741246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1741245.750000 Penalty: 4958.726562
	Iteration 74Q: 3 clusters Score -1741246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1741243.625000 Penalty: 4958.726562
	Iteration 75Q: 3 clusters Score -1741244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1741251.875000 Penalty: 4958.726562
	Iteration 76Q: 3 clusters Score -1741252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1741253.500000 Penalty: 4958.726562
	Iteration 77Q: 3 clusters Score -1741254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1741252.250000 Penalty: 4958.726562
	Iteration 78Q: 3 clusters Score -1741252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1741254.625000 Penalty: 4958.726562
	Iteration 79Q: 3 clusters Score -1741255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1741252.875000 Penalty: 4958.726562
	Iteration 80F: 3 clusters Score -1741253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1741259.250000 Penalty: 4958.726562
	Iteration 81Q: 3 clusters Score -1741259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1741257.625000 Penalty: 4958.726562
	Iteration 82Q: 3 clusters Score -1741258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1741258.125000 Penalty: 4958.726562
	Iteration 83Q: 3 clusters Score -1741258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1741256.750000 Penalty: 4958.726562
	Iteration 84Q: 3 clusters Score -1741257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1741257.000000 Penalty: 4958.726562
	Iteration 85Q: 3 clusters Score -1741257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1741255.250000 Penalty: 4958.726562
	Iteration 86Q: 3 clusters Score -1741255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1741252.750000 Penalty: 4958.726562
	Iteration 87Q: 3 clusters Score -1741253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1741252.750000 Penalty: 4958.726562
	Iteration 88F: 3 clusters Score -1741253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (57943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Entering Unmasked Estep 
Score: -5157034.500000 Penalty: 2719.869141
	Iteration 0F: 2 clusters Score -5157034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5118176.000000 Penalty: 5439.738281
	Iteration 0F: 3 clusters Score -5118176 nChanged 26887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -5133508.500000 Penalty: 5439.738281
	Iteration 1F: 3 clusters Score -5133508 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5134889.500000 Penalty: 5439.738281
	Iteration 2F: 3 clusters Score -5134890 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -5136908.500000 Penalty: 5439.738281
	Iteration 3F: 3 clusters Score -5136908 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5139870.500000 Penalty: 5439.738281
	Iteration 4F: 3 clusters Score -5139870 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5143315.000000 Penalty: 5439.738281
	Iteration 5F: 3 clusters Score -5143315 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5146695.500000 Penalty: 5439.738281
	Iteration 6F: 3 clusters Score -5146696 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -5149538.000000 Penalty: 5439.738281
	Iteration 7F: 3 clusters Score -5149538 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -5151447.000000 Penalty: 5439.738281
	Iteration 8Q: 3 clusters Score -5151447 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -5152253.000000 Penalty: 5439.738281
	Iteration 9Q: 3 clusters Score -5152253 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5152666.500000 Penalty: 5439.738281
	Iteration 10Q: 3 clusters Score -5152666 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -5152824.500000 Penalty: 5439.738281
	Iteration 11Q: 3 clusters Score -5152824 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -5153008.500000 Penalty: 5439.738281
	Iteration 12Q: 3 clusters Score -5153008 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -5153161.500000 Penalty: 5439.738281
	Iteration 13Q: 3 clusters Score -5153162 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -5153319.000000 Penalty: 5439.738281
	Iteration 14Q: 3 clusters Score -5153319 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5153485.000000 Penalty: 5439.738281
	Iteration 15Q: 3 clusters Score -5153485 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -5153650.500000 Penalty: 5439.738281
	Iteration 16Q: 3 clusters Score -5153650 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5153790.000000 Penalty: 5439.738281
	Iteration 17Q: 3 clusters Score -5153790 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5153882.000000 Penalty: 5439.738281
	Iteration 18Q: 3 clusters Score -5153882 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -5153984.000000 Penalty: 5439.738281
	Iteration 19Q: 3 clusters Score -5153984 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -5154071.500000 Penalty: 5439.738281
	Iteration 20F: 3 clusters Score -5154072 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5154132.500000 Penalty: 5439.738281
	Iteration 21Q: 3 clusters Score -5154132 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5154197.000000 Penalty: 5439.738281
	Iteration 22Q: 3 clusters Score -5154197 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5154246.500000 Penalty: 5439.738281
	Iteration 23Q: 3 clusters Score -5154246 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -5154296.000000 Penalty: 5439.738281
	Iteration 24Q: 3 clusters Score -5154296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5154334.000000 Penalty: 5439.738281
	Iteration 25Q: 3 clusters Score -5154334 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5154391.000000 Penalty: 5439.738281
	Iteration 26Q: 3 clusters Score -5154391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5154460.000000 Penalty: 5439.738281
	Iteration 27Q: 3 clusters Score -5154460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5154506.000000 Penalty: 5439.738281
	Iteration 28Q: 3 clusters Score -5154506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -5154572.000000 Penalty: 5439.738281
	Iteration 29Q: 3 clusters Score -5154572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5154616.500000 Penalty: 5439.738281
	Iteration 30Q: 3 clusters Score -5154616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -5154642.000000 Penalty: 5439.738281
	Iteration 31Q: 3 clusters Score -5154642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5154672.500000 Penalty: 5439.738281
	Iteration 32Q: 3 clusters Score -5154672 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5154702.000000 Penalty: 5439.738281
	Iteration 33Q: 3 clusters Score -5154702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5154722.500000 Penalty: 5439.738281
	Iteration 34Q: 3 clusters Score -5154722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5154758.000000 Penalty: 5439.738281
	Iteration 35Q: 3 clusters Score -5154758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5154775.500000 Penalty: 5439.738281
	Iteration 36Q: 3 clusters Score -5154776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5154788.000000 Penalty: 5439.738281
	Iteration 37Q: 3 clusters Score -5154788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5154786.500000 Penalty: 5439.738281
	Iteration 38Q: 3 clusters Score -5154786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5154796.000000 Penalty: 5439.738281
	Iteration 39Q: 3 clusters Score -5154796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5154802.000000 Penalty: 5439.738281
	Iteration 40F: 3 clusters Score -5154802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5154813.000000 Penalty: 5439.738281
	Iteration 41Q: 3 clusters Score -5154813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5154818.000000 Penalty: 5439.738281
	Iteration 42Q: 3 clusters Score -5154818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5154827.500000 Penalty: 5439.738281
	Iteration 43Q: 3 clusters Score -5154828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5154842.500000 Penalty: 5439.738281
	Iteration 44Q: 3 clusters Score -5154842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5154844.500000 Penalty: 5439.738281
	Iteration 45Q: 3 clusters Score -5154844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5154848.000000 Penalty: 5439.738281
	Iteration 46Q: 3 clusters Score -5154848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5154845.000000 Penalty: 5439.738281
	Iteration 47Q: 3 clusters Score -5154845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5154855.500000 Penalty: 5439.738281
	Iteration 48Q: 3 clusters Score -5154856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5154859.000000 Penalty: 5439.738281
	Iteration 49Q: 3 clusters Score -5154859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5154878.000000 Penalty: 5439.738281
	Iteration 50Q: 3 clusters Score -5154878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5154862.500000 Penalty: 5439.738281
	Iteration 51Q: 3 clusters Score -5154862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5154872.500000 Penalty: 5439.738281
	Iteration 52Q: 3 clusters Score -5154872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5154880.000000 Penalty: 5439.738281
	Iteration 53Q: 3 clusters Score -5154880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5154881.500000 Penalty: 5439.738281
	Iteration 54Q: 3 clusters Score -5154882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5154886.500000 Penalty: 5439.738281
	Iteration 55Q: 3 clusters Score -5154886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5154896.000000 Penalty: 5439.738281
	Iteration 56Q: 3 clusters Score -5154896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5154897.000000 Penalty: 5439.738281
	Iteration 57Q: 3 clusters Score -5154897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5154902.500000 Penalty: 5439.738281
	Iteration 58Q: 3 clusters Score -5154902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5154909.000000 Penalty: 5439.738281
	Iteration 59Q: 3 clusters Score -5154909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5154917.000000 Penalty: 5439.738281
	Iteration 60F: 3 clusters Score -5154917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5154908.500000 Penalty: 5439.738281
	Iteration 61Q: 3 clusters Score -5154908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5154912.500000 Penalty: 5439.738281
	Iteration 62Q: 3 clusters Score -5154912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5154920.000000 Penalty: 5439.738281
	Iteration 63Q: 3 clusters Score -5154920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5154926.500000 Penalty: 5439.738281
	Iteration 64Q: 3 clusters Score -5154926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5154930.000000 Penalty: 5439.738281
	Iteration 65Q: 3 clusters Score -5154930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5154927.000000 Penalty: 5439.738281
	Iteration 66Q: 3 clusters Score -5154927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5154930.500000 Penalty: 5439.738281
	Iteration 67Q: 3 clusters Score -5154930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5154928.500000 Penalty: 5439.738281
	Iteration 68Q: 3 clusters Score -5154928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5154930.000000 Penalty: 5439.738281
	Iteration 69Q: 3 clusters Score -5154930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5154935.000000 Penalty: 5439.738281
	Iteration 70Q: 3 clusters Score -5154935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5154929.500000 Penalty: 5439.738281
	Iteration 71Q: 3 clusters Score -5154930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5154932.000000 Penalty: 5439.738281
	Iteration 72Q: 3 clusters Score -5154932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5154930.000000 Penalty: 5439.738281
	Iteration 73Q: 3 clusters Score -5154930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5154933.000000 Penalty: 5439.738281
	Iteration 74Q: 3 clusters Score -5154933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5154932.500000 Penalty: 5439.738281
	Iteration 75Q: 3 clusters Score -5154932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5154942.500000 Penalty: 5439.738281
	Iteration 76Q: 3 clusters Score -5154942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5154941.500000 Penalty: 5439.738281
	Iteration 77Q: 3 clusters Score -5154942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5154941.000000 Penalty: 5439.738281
	Iteration 78Q: 3 clusters Score -5154941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5154939.500000 Penalty: 5439.738281
	Iteration 79Q: 3 clusters Score -5154940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5154942.500000 Penalty: 5439.738281
	Iteration 80F: 3 clusters Score -5154942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5154938.500000 Penalty: 5439.738281
	Iteration 81Q: 3 clusters Score -5154938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5154940.000000 Penalty: 5439.738281
	Iteration 82Q: 3 clusters Score -5154940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5154936.500000 Penalty: 5439.738281
	Iteration 83Q: 3 clusters Score -5154936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5154940.500000 Penalty: 5439.738281
	Iteration 84Q: 3 clusters Score -5154940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5154941.500000 Penalty: 5439.738281
	Iteration 85Q: 3 clusters Score -5154942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5154941.500000 Penalty: 5439.738281
	Iteration 86F: 3 clusters Score -5154942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -328178.625000 Penalty: 2063.592041
	Iteration 0F: 2 clusters Score -328178.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -324153.906250 Penalty: 4127.184082
	Iteration 0F: 3 clusters Score -324153.9 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -325065.937500 Penalty: 4127.184082
	Iteration 1F: 3 clusters Score -325065.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -325267.375000 Penalty: 4127.184082
	Iteration 2F: 3 clusters Score -325267.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -325402.000000 Penalty: 4127.184082
	Iteration 3F: 3 clusters Score -325402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -325495.312500 Penalty: 4127.184082
	Iteration 4Q: 3 clusters Score -325495.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -325560.468750 Penalty: 4127.184082
	Iteration 5Q: 3 clusters Score -325560.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -325612.656250 Penalty: 4127.184082
	Iteration 6Q: 3 clusters Score -325612.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -325669.312500 Penalty: 4127.184082
	Iteration 7Q: 3 clusters Score -325669.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -325726.031250 Penalty: 4127.184082
	Iteration 8Q: 3 clusters Score -325726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -325783.500000 Penalty: 4127.184082
	Iteration 9Q: 3 clusters Score -325783.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -325843.000000 Penalty: 4127.184082
	Iteration 10Q: 3 clusters Score -325843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -325897.062500 Penalty: 4127.184082
	Iteration 11Q: 3 clusters Score -325897.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -325940.218750 Penalty: 4127.184082
	Iteration 12Q: 3 clusters Score -325940.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -326008.750000 Penalty: 4127.184082
	Iteration 13Q: 3 clusters Score -326008.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -326079.656250 Penalty: 4127.184082
	Iteration 14Q: 3 clusters Score -326079.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -326152.468750 Penalty: 4127.184082
	Iteration 15Q: 3 clusters Score -326152.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -326223.062500 Penalty: 4127.184082
	Iteration 16Q: 3 clusters Score -326223.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -326289.937500 Penalty: 4127.184082
	Iteration 17Q: 3 clusters Score -326289.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -326340.156250 Penalty: 4127.184082
	Iteration 18Q: 3 clusters Score -326340.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -326383.687500 Penalty: 4127.184082
	Iteration 19Q: 3 clusters Score -326383.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -326434.718750 Penalty: 4127.184082
	Iteration 20F: 3 clusters Score -326434.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -326497.750000 Penalty: 4127.184082
	Iteration 21Q: 3 clusters Score -326497.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -326556.781250 Penalty: 4127.184082
	Iteration 22Q: 3 clusters Score -326556.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -326620.031250 Penalty: 4127.184082
	Iteration 23Q: 3 clusters Score -326620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -326679.281250 Penalty: 4127.184082
	Iteration 24Q: 3 clusters Score -326679.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -326729.406250 Penalty: 4127.184082
	Iteration 25Q: 3 clusters Score -326729.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -326784.250000 Penalty: 4127.184082
	Iteration 26Q: 3 clusters Score -326784.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -326817.906250 Penalty: 4127.184082
	Iteration 27Q: 3 clusters Score -326817.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -326849.031250 Penalty: 4127.184082
	Iteration 28Q: 3 clusters Score -326849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -326873.406250 Penalty: 4127.184082
	Iteration 29Q: 3 clusters Score -326873.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -326898.781250 Penalty: 4127.184082
	Iteration 30Q: 3 clusters Score -326898.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -326921.031250 Penalty: 4127.184082
	Iteration 31Q: 3 clusters Score -326921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -326939.250000 Penalty: 4127.184082
	Iteration 32Q: 3 clusters Score -326939.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -326952.656250 Penalty: 4127.184082
	Iteration 33Q: 3 clusters Score -326952.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -326965.031250 Penalty: 4127.184082
	Iteration 34Q: 3 clusters Score -326965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -326973.875000 Penalty: 4127.184082
	Iteration 35Q: 3 clusters Score -326973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -326979.281250 Penalty: 4127.184082
	Iteration 36Q: 3 clusters Score -326979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -326988.531250 Penalty: 4127.184082
	Iteration 37Q: 3 clusters Score -326988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -326994.375000 Penalty: 4127.184082
	Iteration 38Q: 3 clusters Score -326994.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -326998.750000 Penalty: 4127.184082
	Iteration 39Q: 3 clusters Score -326998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -327001.218750 Penalty: 4127.184082
	Iteration 40F: 3 clusters Score -327001.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -327003.812500 Penalty: 4127.184082
	Iteration 41Q: 3 clusters Score -327003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -327006.031250 Penalty: 4127.184082
	Iteration 42Q: 3 clusters Score -327006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -327007.812500 Penalty: 4127.184082
	Iteration 43Q: 3 clusters Score -327007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -327008.937500 Penalty: 4127.184082
	Iteration 44Q: 3 clusters Score -327008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -327010.125000 Penalty: 4127.184082
	Iteration 45Q: 3 clusters Score -327010.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -327010.406250 Penalty: 4127.184082
	Iteration 46Q: 3 clusters Score -327010.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -327010.406250 Penalty: 4127.184082
	Iteration 47F: 3 clusters Score -327010.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26568 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 17691 members 
Mstep: Class 10 contains 11904 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 8792 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102450 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 10379 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 330481 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14062 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14850 members 
Mstep: Class 35 contains 21970 members 
Mstep: Class 36 contains 57943 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011064.000000 Penalty: 129393.078125
Iteration 159Q: 38 clusters Score -1.130111e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 11071 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26566 members 
Mstep: Class 7 contains 412209 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 17692 members 
Mstep: Class 10 contains 11904 members 
Mstep: Class 11 contains 29177 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28949 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102450 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 10378 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330447 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14066 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14848 members 
Mstep: Class 35 contains 21965 members 
Mstep: Class 36 contains 57977 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011048.000000 Penalty: 129393.078125
Iteration 160F: 38 clusters Score -1.13011e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11071 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26568 members 
Mstep: Class 7 contains 412209 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11907 members 
Mstep: Class 11 contains 29177 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28946 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14628 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102450 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 10378 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330413 members 
Mstep: Class 26 contains 9472 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14073 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14848 members 
Mstep: Class 35 contains 21965 members 
Mstep: Class 36 contains 57999 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011024.000000 Penalty: 129393.078125
Iteration 161Q: 38 clusters Score -1.13011e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26569 members 
Mstep: Class 7 contains 412208 members 
Mstep: Class 8 contains 4700 members 
Mstep: Class 9 contains 17694 members 
Mstep: Class 10 contains 11909 members 
Mstep: Class 11 contains 29177 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28945 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14626 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102448 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10378 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330389 members 
Mstep: Class 26 contains 9473 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14082 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6938 members 
Mstep: Class 34 contains 14847 members 
Mstep: Class 35 contains 21966 members 
Mstep: Class 36 contains 58021 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010976.000000 Penalty: 129393.078125
Iteration 162Q: 38 clusters Score -1.13011e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 26568 members 
Mstep: Class 7 contains 412207 members 
Mstep: Class 8 contains 4703 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11911 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28944 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14626 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102446 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10378 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 330371 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14093 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14846 members 
Mstep: Class 35 contains 21965 members 
Mstep: Class 36 contains 58035 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010968.000000 Penalty: 129393.078125
Iteration 163Q: 38 clusters Score -1.13011e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6876 members 
Mstep: Class 5 contains 7805 members 
Mstep: Class 6 contains 26568 members 
Mstep: Class 7 contains 412207 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11913 members 
Mstep: Class 11 contains 29175 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28943 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 102448 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10378 members 
Mstep: Class 24 contains 6168 members 
Mstep: Class 25 contains 330349 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10738 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14095 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14847 members 
Mstep: Class 35 contains 21960 members 
Mstep: Class 36 contains 58050 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011000.000000 Penalty: 129393.078125
Iteration 164Q: 38 clusters Score -1.13011e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 26565 members 
Mstep: Class 7 contains 412204 members 
Mstep: Class 8 contains 4710 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29175 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28943 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102451 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10378 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330332 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10738 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14101 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14850 members 
Mstep: Class 35 contains 21958 members 
Mstep: Class 36 contains 58061 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010952.000000 Penalty: 129393.078125
Iteration 165Q: 38 clusters Score -1.13011e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 11072 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 26561 members 
Mstep: Class 7 contains 412200 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 17694 members 
Mstep: Class 10 contains 11916 members 
Mstep: Class 11 contains 29174 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28944 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14627 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102455 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10379 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330321 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7629 members 
Mstep: Class 28 contains 10737 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14108 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14849 members 
Mstep: Class 35 contains 21957 members 
Mstep: Class 36 contains 58074 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011000.000000 Penalty: 129393.078125
Iteration 166Q: 38 clusters Score -1.13011e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 7801 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412202 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 17694 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29174 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28945 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14626 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102455 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10379 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330307 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10736 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14110 members 
Mstep: Class 32 contains 35935 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14850 members 
Mstep: Class 35 contains 21957 members 
Mstep: Class 36 contains 58090 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010992.000000 Penalty: 129393.078125
Iteration 167Q: 38 clusters Score -1.13011e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7800 members 
Mstep: Class 6 contains 26559 members 
Mstep: Class 7 contains 412203 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14624 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102457 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10377 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330293 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14110 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14852 members 
Mstep: Class 35 contains 21959 members 
Mstep: Class 36 contains 58102 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011096.000000 Penalty: 129393.078125
Iteration 168Q: 38 clusters Score -1.130111e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7798 members 
Mstep: Class 6 contains 26559 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4711 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 29175 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6904 members 
Mstep: Class 21 contains 102458 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10375 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330278 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14109 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14854 members 
Mstep: Class 35 contains 21960 members 
Mstep: Class 36 contains 58117 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010984.000000 Penalty: 129393.078125
Iteration 169Q: 38 clusters Score -1.13011e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 29175 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14621 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102460 members 
Mstep: Class 22 contains 12566 members 
Mstep: Class 23 contains 10372 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330258 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14112 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14855 members 
Mstep: Class 35 contains 21960 members 
Mstep: Class 36 contains 58134 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011136.000000 Penalty: 129393.078125
Iteration 170Q: 38 clusters Score -1.130111e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26561 members 
Mstep: Class 7 contains 412204 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14625 members 
Mstep: Class 16 contains 8767 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102463 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10373 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330229 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14115 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14855 members 
Mstep: Class 35 contains 21960 members 
Mstep: Class 36 contains 58154 members 
Mstep: Class 37 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011176.000000 Penalty: 129393.078125
Iteration 171Q: 38 clusters Score -1.130112e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26562 members 
Mstep: Class 7 contains 412204 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14624 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102465 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10373 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330213 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14116 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14855 members 
Mstep: Class 35 contains 21958 members 
Mstep: Class 36 contains 58169 members 
Mstep: Class 37 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011096.000000 Penalty: 129393.078125
Iteration 172Q: 38 clusters Score -1.130111e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26561 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 29175 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14623 members 
Mstep: Class 16 contains 8767 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102467 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330197 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14117 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14856 members 
Mstep: Class 35 contains 21957 members 
Mstep: Class 36 contains 58183 members 
Mstep: Class 37 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113011056.000000 Penalty: 129393.078125
Iteration 173Q: 38 clusters Score -1.130111e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412205 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11914 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14625 members 
Mstep: Class 16 contains 8766 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2894 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102468 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6169 members 
Mstep: Class 25 contains 330184 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7625 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14118 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14857 members 
Mstep: Class 35 contains 21953 members 
Mstep: Class 36 contains 58195 members 
Mstep: Class 37 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010984.000000 Penalty: 129393.078125
Iteration 174Q: 38 clusters Score -1.13011e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11913 members 
Mstep: Class 11 contains 29177 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14629 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2896 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102467 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10373 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330171 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7626 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14120 members 
Mstep: Class 32 contains 35936 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14859 members 
Mstep: Class 35 contains 21952 members 
Mstep: Class 36 contains 58204 members 
Mstep: Class 37 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010944.000000 Penalty: 129393.078125
Iteration 175Q: 38 clusters Score -1.130109e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11066 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412202 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11913 members 
Mstep: Class 11 contains 29176 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102467 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 10373 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 330165 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14121 members 
Mstep: Class 32 contains 35937 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14860 members 
Mstep: Class 35 contains 21946 members 
Mstep: Class 36 contains 58210 members 
Mstep: Class 37 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010928.000000 Penalty: 129393.078125
Iteration 176Q: 38 clusters Score -1.130109e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4713 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11912 members 
Mstep: Class 11 contains 29178 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102467 members 
Mstep: Class 22 contains 12564 members 
Mstep: Class 23 contains 10372 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330156 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21948 members 
Mstep: Class 36 contains 58214 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010888.000000 Penalty: 129393.078125
Iteration 177Q: 38 clusters Score -1.130109e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412199 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102467 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10372 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330156 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14859 members 
Mstep: Class 35 contains 21948 members 
Mstep: Class 36 contains 58214 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010872.000000 Penalty: 129393.078125
Iteration 178Q: 38 clusters Score -1.130109e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412199 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2896 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102467 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10372 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 330154 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14860 members 
Mstep: Class 35 contains 21948 members 
Mstep: Class 36 contains 58214 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010912.000000 Penalty: 129393.078125
Iteration 179Q: 38 clusters Score -1.130109e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412199 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102468 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 330153 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21948 members 
Mstep: Class 36 contains 58214 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010856.000000 Penalty: 129393.078125
Iteration 180F: 38 clusters Score -1.130109e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6876 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412200 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29180 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102468 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330151 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21948 members 
Mstep: Class 36 contains 58215 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010888.000000 Penalty: 129393.078125
Iteration 181Q: 38 clusters Score -1.130109e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102468 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330149 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 58217 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010888.000000 Penalty: 129393.078125
Iteration 182Q: 38 clusters Score -1.130109e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102469 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330148 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 58217 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010904.000000 Penalty: 129393.078125
Iteration 183Q: 38 clusters Score -1.130109e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102469 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330147 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 58218 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010872.000000 Penalty: 129393.078125
Iteration 184Q: 38 clusters Score -1.130109e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102469 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330147 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 58218 members 
Mstep: Class 37 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113010872.000000 Penalty: 129393.078125
Iteration 185F: 38 clusters Score -1.130109e+08 nChanged 0
Entering ConstructFrom: 
Score: -113010872.000000 Penalty: 129393.078125
Entering ConstructFrom: 
Trying to split cluster 1 (22175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Entering Unmasked Estep 
Score: -1938110.875000 Penalty: 2481.666748
	Iteration 0F: 2 clusters Score -1938111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1922607.375000 Penalty: 4963.333496
	Iteration 0F: 3 clusters Score -1922607 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1928337.750000 Penalty: 4963.333496
	Iteration 1F: 3 clusters Score -1928338 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1928932.500000 Penalty: 4963.333496
	Iteration 2F: 3 clusters Score -1928932 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1929495.625000 Penalty: 4963.333496
	Iteration 3F: 3 clusters Score -1929496 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1930066.500000 Penalty: 4963.333496
	Iteration 4Q: 3 clusters Score -1930066 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1930680.625000 Penalty: 4963.333496
	Iteration 5Q: 3 clusters Score -1930681 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1931344.375000 Penalty: 4963.333496
	Iteration 6F: 3 clusters Score -1931344 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1932078.000000 Penalty: 4963.333496
	Iteration 7F: 3 clusters Score -1932078 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1932862.000000 Penalty: 4963.333496
	Iteration 8F: 3 clusters Score -1932862 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1933689.750000 Penalty: 4963.333496
	Iteration 9Q: 3 clusters Score -1933690 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1934426.125000 Penalty: 4963.333496
	Iteration 10Q: 3 clusters Score -1934426 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1934975.000000 Penalty: 4963.333496
	Iteration 11Q: 3 clusters Score -1934975 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1935308.500000 Penalty: 4963.333496
	Iteration 12Q: 3 clusters Score -1935308 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1935519.000000 Penalty: 4963.333496
	Iteration 13Q: 3 clusters Score -1935519 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1935660.875000 Penalty: 4963.333496
	Iteration 14Q: 3 clusters Score -1935661 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1935794.750000 Penalty: 4963.333496
	Iteration 15Q: 3 clusters Score -1935795 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1935940.125000 Penalty: 4963.333496
	Iteration 16Q: 3 clusters Score -1935940 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1936074.750000 Penalty: 4963.333496
	Iteration 17Q: 3 clusters Score -1936075 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1936216.250000 Penalty: 4963.333496
	Iteration 18Q: 3 clusters Score -1936216 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1936343.750000 Penalty: 4963.333496
	Iteration 19Q: 3 clusters Score -1936344 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1936471.875000 Penalty: 4963.333496
	Iteration 20F: 3 clusters Score -1936472 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1936582.625000 Penalty: 4963.333496
	Iteration 21Q: 3 clusters Score -1936583 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1936674.750000 Penalty: 4963.333496
	Iteration 22Q: 3 clusters Score -1936675 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1936737.250000 Penalty: 4963.333496
	Iteration 23Q: 3 clusters Score -1936737 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1936806.250000 Penalty: 4963.333496
	Iteration 24Q: 3 clusters Score -1936806 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1936857.750000 Penalty: 4963.333496
	Iteration 25Q: 3 clusters Score -1936858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1936910.000000 Penalty: 4963.333496
	Iteration 26Q: 3 clusters Score -1936910 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1936940.000000 Penalty: 4963.333496
	Iteration 27Q: 3 clusters Score -1936940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1936974.375000 Penalty: 4963.333496
	Iteration 28Q: 3 clusters Score -1936974 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1937009.250000 Penalty: 4963.333496
	Iteration 29Q: 3 clusters Score -1937009 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1937028.125000 Penalty: 4963.333496
	Iteration 30Q: 3 clusters Score -1937028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1937049.250000 Penalty: 4963.333496
	Iteration 31Q: 3 clusters Score -1937049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1937077.625000 Penalty: 4963.333496
	Iteration 32Q: 3 clusters Score -1937078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1937094.000000 Penalty: 4963.333496
	Iteration 33Q: 3 clusters Score -1937094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1937107.375000 Penalty: 4963.333496
	Iteration 34Q: 3 clusters Score -1937107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -1937123.750000 Penalty: 4963.333496
	Iteration 35Q: 3 clusters Score -1937124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1937136.125000 Penalty: 4963.333496
	Iteration 36Q: 3 clusters Score -1937136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1937158.125000 Penalty: 4963.333496
	Iteration 37Q: 3 clusters Score -1937158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1937174.750000 Penalty: 4963.333496
	Iteration 38Q: 3 clusters Score -1937175 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1937206.125000 Penalty: 4963.333496
	Iteration 39Q: 3 clusters Score -1937206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1937243.250000 Penalty: 4963.333496
	Iteration 40F: 3 clusters Score -1937243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1937272.625000 Penalty: 4963.333496
	Iteration 41Q: 3 clusters Score -1937273 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1937313.875000 Penalty: 4963.333496
	Iteration 42Q: 3 clusters Score -1937314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1937336.500000 Penalty: 4963.333496
	Iteration 43Q: 3 clusters Score -1937336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1937356.875000 Penalty: 4963.333496
	Iteration 44Q: 3 clusters Score -1937357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1937369.125000 Penalty: 4963.333496
	Iteration 45Q: 3 clusters Score -1937369 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1937390.500000 Penalty: 4963.333496
	Iteration 46Q: 3 clusters Score -1937390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1937397.750000 Penalty: 4963.333496
	Iteration 47Q: 3 clusters Score -1937398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1937405.375000 Penalty: 4963.333496
	Iteration 48Q: 3 clusters Score -1937405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1937416.375000 Penalty: 4963.333496
	Iteration 49Q: 3 clusters Score -1937416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1937423.750000 Penalty: 4963.333496
	Iteration 50Q: 3 clusters Score -1937424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1937425.750000 Penalty: 4963.333496
	Iteration 51Q: 3 clusters Score -1937426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1937435.500000 Penalty: 4963.333496
	Iteration 52Q: 3 clusters Score -1937436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1937432.250000 Penalty: 4963.333496
	Iteration 53Q: 3 clusters Score -1937432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1937438.000000 Penalty: 4963.333496
	Iteration 54Q: 3 clusters Score -1937438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1937436.500000 Penalty: 4963.333496
	Iteration 55Q: 3 clusters Score -1937436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1937438.250000 Penalty: 4963.333496
	Iteration 56Q: 3 clusters Score -1937438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -1937437.250000 Penalty: 4963.333496
	Iteration 57Q: 3 clusters Score -1937437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1937440.750000 Penalty: 4963.333496
	Iteration 58Q: 3 clusters Score -1937441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1937438.375000 Penalty: 4963.333496
	Iteration 59Q: 3 clusters Score -1937438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1937440.875000 Penalty: 4963.333496
	Iteration 60F: 3 clusters Score -1937441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1937439.375000 Penalty: 4963.333496
	Iteration 61Q: 3 clusters Score -1937439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1937440.375000 Penalty: 4963.333496
	Iteration 62Q: 3 clusters Score -1937440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1937442.125000 Penalty: 4963.333496
	Iteration 63Q: 3 clusters Score -1937442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1937442.125000 Penalty: 4963.333496
	Iteration 64F: 3 clusters Score -1937442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Entering Unmasked Estep 
Score: -923466.937500 Penalty: 2309.262451
	Iteration 0F: 2 clusters Score -923466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -915149.000000 Penalty: 4618.524902
	Iteration 0F: 3 clusters Score -915149 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -917747.312500 Penalty: 4618.524902
	Iteration 1F: 3 clusters Score -917747.3 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -918201.187500 Penalty: 4618.524902
	Iteration 2F: 3 clusters Score -918201.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -918664.250000 Penalty: 4618.524902
	Iteration 3F: 3 clusters Score -918664.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -919126.687500 Penalty: 4618.524902
	Iteration 4F: 3 clusters Score -919126.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -919671.500000 Penalty: 4618.524902
	Iteration 5F: 3 clusters Score -919671.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -920223.125000 Penalty: 4618.524902
	Iteration 6F: 3 clusters Score -920223.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -920629.437500 Penalty: 4618.524902
	Iteration 7F: 3 clusters Score -920629.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -920929.687500 Penalty: 4618.524902
	Iteration 8Q: 3 clusters Score -920929.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -921156.375000 Penalty: 4618.524902
	Iteration 9Q: 3 clusters Score -921156.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -921289.687500 Penalty: 4618.524902
	Iteration 10Q: 3 clusters Score -921289.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -921379.312500 Penalty: 4618.524902
	Iteration 11Q: 3 clusters Score -921379.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -921432.937500 Penalty: 4618.524902
	Iteration 12Q: 3 clusters Score -921432.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -921477.000000 Penalty: 4618.524902
	Iteration 13Q: 3 clusters Score -921477 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -921512.312500 Penalty: 4618.524902
	Iteration 14Q: 3 clusters Score -921512.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -921548.312500 Penalty: 4618.524902
	Iteration 15Q: 3 clusters Score -921548.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -921579.750000 Penalty: 4618.524902
	Iteration 16Q: 3 clusters Score -921579.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -921612.187500 Penalty: 4618.524902
	Iteration 17Q: 3 clusters Score -921612.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -921647.375000 Penalty: 4618.524902
	Iteration 18Q: 3 clusters Score -921647.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -921674.375000 Penalty: 4618.524902
	Iteration 19Q: 3 clusters Score -921674.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -921706.687500 Penalty: 4618.524902
	Iteration 20F: 3 clusters Score -921706.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -921732.875000 Penalty: 4618.524902
	Iteration 21Q: 3 clusters Score -921732.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -921756.562500 Penalty: 4618.524902
	Iteration 22Q: 3 clusters Score -921756.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -921775.500000 Penalty: 4618.524902
	Iteration 23Q: 3 clusters Score -921775.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -921797.062500 Penalty: 4618.524902
	Iteration 24Q: 3 clusters Score -921797.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -921815.000000 Penalty: 4618.524902
	Iteration 25Q: 3 clusters Score -921815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -921830.000000 Penalty: 4618.524902
	Iteration 26Q: 3 clusters Score -921830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -921840.562500 Penalty: 4618.524902
	Iteration 27Q: 3 clusters Score -921840.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -921852.687500 Penalty: 4618.524902
	Iteration 28Q: 3 clusters Score -921852.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -921859.562500 Penalty: 4618.524902
	Iteration 29Q: 3 clusters Score -921859.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -921869.187500 Penalty: 4618.524902
	Iteration 30Q: 3 clusters Score -921869.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -921877.062500 Penalty: 4618.524902
	Iteration 31Q: 3 clusters Score -921877.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -921888.062500 Penalty: 4618.524902
	Iteration 32Q: 3 clusters Score -921888.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -921897.000000 Penalty: 4618.524902
	Iteration 33Q: 3 clusters Score -921897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -921905.125000 Penalty: 4618.524902
	Iteration 34Q: 3 clusters Score -921905.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -921914.250000 Penalty: 4618.524902
	Iteration 35Q: 3 clusters Score -921914.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -921928.062500 Penalty: 4618.524902
	Iteration 36Q: 3 clusters Score -921928.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -921945.625000 Penalty: 4618.524902
	Iteration 37Q: 3 clusters Score -921945.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -921963.875000 Penalty: 4618.524902
	Iteration 38Q: 3 clusters Score -921963.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -921989.062500 Penalty: 4618.524902
	Iteration 39Q: 3 clusters Score -921989.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -922012.562500 Penalty: 4618.524902
	Iteration 40F: 3 clusters Score -922012.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -922045.125000 Penalty: 4618.524902
	Iteration 41Q: 3 clusters Score -922045.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -922081.062500 Penalty: 4618.524902
	Iteration 42Q: 3 clusters Score -922081.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -922106.625000 Penalty: 4618.524902
	Iteration 43Q: 3 clusters Score -922106.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -922129.312500 Penalty: 4618.524902
	Iteration 44Q: 3 clusters Score -922129.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -922148.312500 Penalty: 4618.524902
	Iteration 45Q: 3 clusters Score -922148.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -922168.937500 Penalty: 4618.524902
	Iteration 46Q: 3 clusters Score -922168.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -922180.937500 Penalty: 4618.524902
	Iteration 47Q: 3 clusters Score -922180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -922187.875000 Penalty: 4618.524902
	Iteration 48Q: 3 clusters Score -922187.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -922193.312500 Penalty: 4618.524902
	Iteration 49Q: 3 clusters Score -922193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -922199.625000 Penalty: 4618.524902
	Iteration 50Q: 3 clusters Score -922199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -922202.187500 Penalty: 4618.524902
	Iteration 51Q: 3 clusters Score -922202.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -922205.312500 Penalty: 4618.524902
	Iteration 52Q: 3 clusters Score -922205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -922209.750000 Penalty: 4618.524902
	Iteration 53Q: 3 clusters Score -922209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -922211.687500 Penalty: 4618.524902
	Iteration 54Q: 3 clusters Score -922211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -922212.875000 Penalty: 4618.524902
	Iteration 55Q: 3 clusters Score -922212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -922213.625000 Penalty: 4618.524902
	Iteration 56Q: 3 clusters Score -922213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -922213.812500 Penalty: 4618.524902
	Iteration 57Q: 3 clusters Score -922213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -922213.812500 Penalty: 4618.524902
	Iteration 58F: 3 clusters Score -922213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -146501.593750 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -146501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144015.453125 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -144015.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -144454.390625 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -144454.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144606.890625 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -144606.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144713.156250 Penalty: 3715.025391
	Iteration 3F: 3 clusters Score -144713.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -144838.828125 Penalty: 3715.025391
	Iteration 4Q: 3 clusters Score -144838.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -144960.859375 Penalty: 3715.025391
	Iteration 5Q: 3 clusters Score -144960.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -145131.218750 Penalty: 3715.025391
	Iteration 6F: 3 clusters Score -145131.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145302.234375 Penalty: 3715.025391
	Iteration 7F: 3 clusters Score -145302.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -145447.578125 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -145447.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -145558.390625 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -145558.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -145660.515625 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -145660.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -145730.234375 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -145730.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -145766.171875 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -145766.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -145798.796875 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -145798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -145816.734375 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -145816.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -145827.640625 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -145827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -145833.375000 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -145833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -145834.078125 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -145834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -145834.453125 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -145834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -145835.171875 Penalty: 3715.025391
	Iteration 19Q: 3 clusters Score -145835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -145835.171875 Penalty: 3715.025391
	Iteration 20F: 3 clusters Score -145835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Entering Unmasked Estep 
Score: -511740.343750 Penalty: 2191.312500
	Iteration 0F: 2 clusters Score -511740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -506041.000000 Penalty: 4382.625000
	Iteration 0F: 3 clusters Score -506041 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -507751.781250 Penalty: 4382.625000
	Iteration 1F: 3 clusters Score -507751.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -508246.906250 Penalty: 4382.625000
	Iteration 2F: 3 clusters Score -508246.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -508748.281250 Penalty: 4382.625000
	Iteration 3F: 3 clusters Score -508748.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -509131.406250 Penalty: 4382.625000
	Iteration 4F: 3 clusters Score -509131.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -509412.781250 Penalty: 4382.625000
	Iteration 5F: 3 clusters Score -509412.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -509693.312500 Penalty: 4382.625000
	Iteration 6Q: 3 clusters Score -509693.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -509891.593750 Penalty: 4382.625000
	Iteration 7Q: 3 clusters Score -509891.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -510040.031250 Penalty: 4382.625000
	Iteration 8Q: 3 clusters Score -510040 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -510143.562500 Penalty: 4382.625000
	Iteration 9Q: 3 clusters Score -510143.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -510211.906250 Penalty: 4382.625000
	Iteration 10Q: 3 clusters Score -510211.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -510262.218750 Penalty: 4382.625000
	Iteration 11Q: 3 clusters Score -510262.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -510301.312500 Penalty: 4382.625000
	Iteration 12Q: 3 clusters Score -510301.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -510327.093750 Penalty: 4382.625000
	Iteration 13Q: 3 clusters Score -510327.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -510346.125000 Penalty: 4382.625000
	Iteration 14Q: 3 clusters Score -510346.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -510358.218750 Penalty: 4382.625000
	Iteration 15Q: 3 clusters Score -510358.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -510369.843750 Penalty: 4382.625000
	Iteration 16Q: 3 clusters Score -510369.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -510383.718750 Penalty: 4382.625000
	Iteration 17Q: 3 clusters Score -510383.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -510395.875000 Penalty: 4382.625000
	Iteration 18Q: 3 clusters Score -510395.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -510405.093750 Penalty: 4382.625000
	Iteration 19Q: 3 clusters Score -510405.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -510416.687500 Penalty: 4382.625000
	Iteration 20F: 3 clusters Score -510416.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -510428.093750 Penalty: 4382.625000
	Iteration 21Q: 3 clusters Score -510428.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -510440.937500 Penalty: 4382.625000
	Iteration 22Q: 3 clusters Score -510440.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -510451.250000 Penalty: 4382.625000
	Iteration 23Q: 3 clusters Score -510451.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -510458.687500 Penalty: 4382.625000
	Iteration 24Q: 3 clusters Score -510458.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -510461.968750 Penalty: 4382.625000
	Iteration 25Q: 3 clusters Score -510462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -510466.375000 Penalty: 4382.625000
	Iteration 26Q: 3 clusters Score -510466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -510469.906250 Penalty: 4382.625000
	Iteration 27Q: 3 clusters Score -510469.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -510473.156250 Penalty: 4382.625000
	Iteration 28Q: 3 clusters Score -510473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -510477.218750 Penalty: 4382.625000
	Iteration 29Q: 3 clusters Score -510477.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -510480.562500 Penalty: 4382.625000
	Iteration 30Q: 3 clusters Score -510480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -510483.875000 Penalty: 4382.625000
	Iteration 31Q: 3 clusters Score -510483.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -510487.687500 Penalty: 4382.625000
	Iteration 32Q: 3 clusters Score -510487.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -510489.656250 Penalty: 4382.625000
	Iteration 33Q: 3 clusters Score -510489.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -510493.281250 Penalty: 4382.625000
	Iteration 34Q: 3 clusters Score -510493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -510494.968750 Penalty: 4382.625000
	Iteration 35Q: 3 clusters Score -510495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -510497.093750 Penalty: 4382.625000
	Iteration 36Q: 3 clusters Score -510497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -510498.562500 Penalty: 4382.625000
	Iteration 37Q: 3 clusters Score -510498.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -510500.687500 Penalty: 4382.625000
	Iteration 38Q: 3 clusters Score -510500.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -510501.281250 Penalty: 4382.625000
	Iteration 39Q: 3 clusters Score -510501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -510502.125000 Penalty: 4382.625000
	Iteration 40F: 3 clusters Score -510502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -510506.125000 Penalty: 4382.625000
	Iteration 41Q: 3 clusters Score -510506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -510508.593750 Penalty: 4382.625000
	Iteration 42Q: 3 clusters Score -510508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -510510.562500 Penalty: 4382.625000
	Iteration 43Q: 3 clusters Score -510510.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -510514.000000 Penalty: 4382.625000
	Iteration 44Q: 3 clusters Score -510514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -510519.250000 Penalty: 4382.625000
	Iteration 45Q: 3 clusters Score -510519.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -510525.000000 Penalty: 4382.625000
	Iteration 46Q: 3 clusters Score -510525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -510529.500000 Penalty: 4382.625000
	Iteration 47Q: 3 clusters Score -510529.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -510535.562500 Penalty: 4382.625000
	Iteration 48Q: 3 clusters Score -510535.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -510544.281250 Penalty: 4382.625000
	Iteration 49Q: 3 clusters Score -510544.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -510550.093750 Penalty: 4382.625000
	Iteration 50Q: 3 clusters Score -510550.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -510557.312500 Penalty: 4382.625000
	Iteration 51Q: 3 clusters Score -510557.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -510567.062500 Penalty: 4382.625000
	Iteration 52Q: 3 clusters Score -510567.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -510575.843750 Penalty: 4382.625000
	Iteration 53Q: 3 clusters Score -510575.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -510583.468750 Penalty: 4382.625000
	Iteration 54Q: 3 clusters Score -510583.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -510591.968750 Penalty: 4382.625000
	Iteration 55Q: 3 clusters Score -510592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -510598.687500 Penalty: 4382.625000
	Iteration 56Q: 3 clusters Score -510598.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -510608.437500 Penalty: 4382.625000
	Iteration 57Q: 3 clusters Score -510608.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -510619.125000 Penalty: 4382.625000
	Iteration 58Q: 3 clusters Score -510619.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -510640.093750 Penalty: 4382.625000
	Iteration 59Q: 3 clusters Score -510640.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -510674.687500 Penalty: 4382.625000
	Iteration 60F: 3 clusters Score -510674.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -510714.250000 Penalty: 4382.625000
	Iteration 61Q: 3 clusters Score -510714.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -510743.875000 Penalty: 4382.625000
	Iteration 62Q: 3 clusters Score -510743.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -510770.375000 Penalty: 4382.625000
	Iteration 63Q: 3 clusters Score -510770.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -510789.281250 Penalty: 4382.625000
	Iteration 64Q: 3 clusters Score -510789.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -510804.562500 Penalty: 4382.625000
	Iteration 65Q: 3 clusters Score -510804.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -510831.312500 Penalty: 4382.625000
	Iteration 66Q: 3 clusters Score -510831.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -510852.093750 Penalty: 4382.625000
	Iteration 67Q: 3 clusters Score -510852.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -510872.843750 Penalty: 4382.625000
	Iteration 68Q: 3 clusters Score -510872.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -510889.187500 Penalty: 4382.625000
	Iteration 69Q: 3 clusters Score -510889.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -510908.812500 Penalty: 4382.625000
	Iteration 70Q: 3 clusters Score -510908.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -510924.000000 Penalty: 4382.625000
	Iteration 71Q: 3 clusters Score -510924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -510944.343750 Penalty: 4382.625000
	Iteration 72Q: 3 clusters Score -510944.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -510956.656250 Penalty: 4382.625000
	Iteration 73Q: 3 clusters Score -510956.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -510964.062500 Penalty: 4382.625000
	Iteration 74Q: 3 clusters Score -510964.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -510970.437500 Penalty: 4382.625000
	Iteration 75Q: 3 clusters Score -510970.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -510976.656250 Penalty: 4382.625000
	Iteration 76Q: 3 clusters Score -510976.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -510981.687500 Penalty: 4382.625000
	Iteration 77Q: 3 clusters Score -510981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -510986.750000 Penalty: 4382.625000
	Iteration 78Q: 3 clusters Score -510986.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -510991.406250 Penalty: 4382.625000
	Iteration 79Q: 3 clusters Score -510991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -510995.093750 Penalty: 4382.625000
	Iteration 80F: 3 clusters Score -510995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -510996.937500 Penalty: 4382.625000
	Iteration 81Q: 3 clusters Score -510996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -511000.500000 Penalty: 4382.625000
	Iteration 82Q: 3 clusters Score -511000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -511002.968750 Penalty: 4382.625000
	Iteration 83Q: 3 clusters Score -511003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -511006.750000 Penalty: 4382.625000
	Iteration 84Q: 3 clusters Score -511006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -511008.468750 Penalty: 4382.625000
	Iteration 85Q: 3 clusters Score -511008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -511013.875000 Penalty: 4382.625000
	Iteration 86Q: 3 clusters Score -511013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -511017.125000 Penalty: 4382.625000
	Iteration 87Q: 3 clusters Score -511017.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -511023.375000 Penalty: 4382.625000
	Iteration 88Q: 3 clusters Score -511023.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -511028.781250 Penalty: 4382.625000
	Iteration 89Q: 3 clusters Score -511028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -511031.156250 Penalty: 4382.625000
	Iteration 90Q: 3 clusters Score -511031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -511035.125000 Penalty: 4382.625000
	Iteration 91Q: 3 clusters Score -511035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -511038.031250 Penalty: 4382.625000
	Iteration 92Q: 3 clusters Score -511038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -511042.031250 Penalty: 4382.625000
	Iteration 93Q: 3 clusters Score -511042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -511046.593750 Penalty: 4382.625000
	Iteration 94Q: 3 clusters Score -511046.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -511053.468750 Penalty: 4382.625000
	Iteration 95Q: 3 clusters Score -511053.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -511058.125000 Penalty: 4382.625000
	Iteration 96Q: 3 clusters Score -511058.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -511061.031250 Penalty: 4382.625000
	Iteration 97Q: 3 clusters Score -511061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -511063.187500 Penalty: 4382.625000
	Iteration 98Q: 3 clusters Score -511063.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -511065.250000 Penalty: 4382.625000
	Iteration 99Q: 3 clusters Score -511065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -511066.156250 Penalty: 4382.625000
	Iteration 100F: 3 clusters Score -511066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -511067.531250 Penalty: 4382.625000
	Iteration 101Q: 3 clusters Score -511067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -511072.593750 Penalty: 4382.625000
	Iteration 102Q: 3 clusters Score -511072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -511073.968750 Penalty: 4382.625000
	Iteration 103Q: 3 clusters Score -511074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -511076.000000 Penalty: 4382.625000
	Iteration 104Q: 3 clusters Score -511076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -511077.593750 Penalty: 4382.625000
	Iteration 105Q: 3 clusters Score -511077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -511078.875000 Penalty: 4382.625000
	Iteration 106Q: 3 clusters Score -511078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -511078.656250 Penalty: 4382.625000
	Iteration 107Q: 3 clusters Score -511078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -511080.437500 Penalty: 4382.625000
	Iteration 108Q: 3 clusters Score -511080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -511081.375000 Penalty: 4382.625000
	Iteration 109Q: 3 clusters Score -511081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -511081.875000 Penalty: 4382.625000
	Iteration 110Q: 3 clusters Score -511081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -511082.968750 Penalty: 4382.625000
	Iteration 111Q: 3 clusters Score -511083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -511082.968750 Penalty: 4382.625000
	Iteration 112F: 3 clusters Score -511083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Entering Unmasked Estep 
Score: -665447.000000 Penalty: 2222.354980
	Iteration 0F: 2 clusters Score -665447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -659186.562500 Penalty: 4444.709961
	Iteration 0F: 3 clusters Score -659186.6 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -660784.375000 Penalty: 4444.709961
	Iteration 1F: 3 clusters Score -660784.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -661109.625000 Penalty: 4444.709961
	Iteration 2F: 3 clusters Score -661109.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -661562.187500 Penalty: 4444.709961
	Iteration 3F: 3 clusters Score -661562.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -662228.437500 Penalty: 4444.709961
	Iteration 4F: 3 clusters Score -662228.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -662910.500000 Penalty: 4444.709961
	Iteration 5F: 3 clusters Score -662910.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -663552.375000 Penalty: 4444.709961
	Iteration 6F: 3 clusters Score -663552.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -664021.312500 Penalty: 4444.709961
	Iteration 7F: 3 clusters Score -664021.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -664324.000000 Penalty: 4444.709961
	Iteration 8Q: 3 clusters Score -664324 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -664500.250000 Penalty: 4444.709961
	Iteration 9Q: 3 clusters Score -664500.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -664618.500000 Penalty: 4444.709961
	Iteration 10Q: 3 clusters Score -664618.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -664677.687500 Penalty: 4444.709961
	Iteration 11Q: 3 clusters Score -664677.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -664716.375000 Penalty: 4444.709961
	Iteration 12Q: 3 clusters Score -664716.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -664737.687500 Penalty: 4444.709961
	Iteration 13Q: 3 clusters Score -664737.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -664757.250000 Penalty: 4444.709961
	Iteration 14Q: 3 clusters Score -664757.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -664776.437500 Penalty: 4444.709961
	Iteration 15Q: 3 clusters Score -664776.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -664793.312500 Penalty: 4444.709961
	Iteration 16Q: 3 clusters Score -664793.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -664804.000000 Penalty: 4444.709961
	Iteration 17Q: 3 clusters Score -664804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -664816.875000 Penalty: 4444.709961
	Iteration 18Q: 3 clusters Score -664816.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -664832.000000 Penalty: 4444.709961
	Iteration 19Q: 3 clusters Score -664832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -664845.000000 Penalty: 4444.709961
	Iteration 20F: 3 clusters Score -664845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -664853.375000 Penalty: 4444.709961
	Iteration 21Q: 3 clusters Score -664853.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -664861.750000 Penalty: 4444.709961
	Iteration 22Q: 3 clusters Score -664861.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -664868.187500 Penalty: 4444.709961
	Iteration 23Q: 3 clusters Score -664868.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -664872.875000 Penalty: 4444.709961
	Iteration 24Q: 3 clusters Score -664872.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -664874.562500 Penalty: 4444.709961
	Iteration 25Q: 3 clusters Score -664874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -664877.625000 Penalty: 4444.709961
	Iteration 26Q: 3 clusters Score -664877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -664882.187500 Penalty: 4444.709961
	Iteration 27Q: 3 clusters Score -664882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -664884.750000 Penalty: 4444.709961
	Iteration 28Q: 3 clusters Score -664884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -664884.812500 Penalty: 4444.709961
	Iteration 29Q: 3 clusters Score -664884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -664886.875000 Penalty: 4444.709961
	Iteration 30Q: 3 clusters Score -664886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -664887.125000 Penalty: 4444.709961
	Iteration 31Q: 3 clusters Score -664887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -664888.062500 Penalty: 4444.709961
	Iteration 32Q: 3 clusters Score -664888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -664888.062500 Penalty: 4444.709961
	Iteration 33F: 3 clusters Score -664888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Entering Unmasked Estep 
Score: -2346881.750000 Penalty: 2526.416016
	Iteration 0F: 2 clusters Score -2346882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2328683.000000 Penalty: 5052.832031
	Iteration 0F: 3 clusters Score -2328683 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2335043.000000 Penalty: 5052.832031
	Iteration 1F: 3 clusters Score -2335043 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2335527.250000 Penalty: 5052.832031
	Iteration 2F: 3 clusters Score -2335527 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2335932.000000 Penalty: 5052.832031
	Iteration 3Q: 3 clusters Score -2335932 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2336322.000000 Penalty: 5052.832031
	Iteration 4Q: 3 clusters Score -2336322 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2336762.250000 Penalty: 5052.832031
	Iteration 5Q: 3 clusters Score -2336762 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2337236.250000 Penalty: 5052.832031
	Iteration 6Q: 3 clusters Score -2337236 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2337835.000000 Penalty: 5052.832031
	Iteration 7Q: 3 clusters Score -2337835 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2338437.000000 Penalty: 5052.832031
	Iteration 8Q: 3 clusters Score -2338437 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2339018.750000 Penalty: 5052.832031
	Iteration 9Q: 3 clusters Score -2339019 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2339529.500000 Penalty: 5052.832031
	Iteration 10Q: 3 clusters Score -2339530 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2339987.750000 Penalty: 5052.832031
	Iteration 11Q: 3 clusters Score -2339988 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2340413.250000 Penalty: 5052.832031
	Iteration 12Q: 3 clusters Score -2340413 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2340885.250000 Penalty: 5052.832031
	Iteration 13Q: 3 clusters Score -2340885 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2341432.250000 Penalty: 5052.832031
	Iteration 14Q: 3 clusters Score -2341432 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2342073.750000 Penalty: 5052.832031
	Iteration 15Q: 3 clusters Score -2342074 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2342656.250000 Penalty: 5052.832031
	Iteration 16Q: 3 clusters Score -2342656 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2343069.500000 Penalty: 5052.832031
	Iteration 17Q: 3 clusters Score -2343070 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2343323.000000 Penalty: 5052.832031
	Iteration 18Q: 3 clusters Score -2343323 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2343515.500000 Penalty: 5052.832031
	Iteration 19Q: 3 clusters Score -2343516 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2343669.000000 Penalty: 5052.832031
	Iteration 20F: 3 clusters Score -2343669 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2343785.000000 Penalty: 5052.832031
	Iteration 21Q: 3 clusters Score -2343785 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2343864.000000 Penalty: 5052.832031
	Iteration 22Q: 3 clusters Score -2343864 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2343953.000000 Penalty: 5052.832031
	Iteration 23Q: 3 clusters Score -2343953 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2344035.750000 Penalty: 5052.832031
	Iteration 24Q: 3 clusters Score -2344036 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2344110.500000 Penalty: 5052.832031
	Iteration 25Q: 3 clusters Score -2344110 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2344171.500000 Penalty: 5052.832031
	Iteration 26Q: 3 clusters Score -2344172 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2344226.250000 Penalty: 5052.832031
	Iteration 27Q: 3 clusters Score -2344226 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2344288.750000 Penalty: 5052.832031
	Iteration 28Q: 3 clusters Score -2344289 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2344333.250000 Penalty: 5052.832031
	Iteration 29Q: 3 clusters Score -2344333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2344381.500000 Penalty: 5052.832031
	Iteration 30Q: 3 clusters Score -2344382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2344427.500000 Penalty: 5052.832031
	Iteration 31Q: 3 clusters Score -2344428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2344471.500000 Penalty: 5052.832031
	Iteration 32Q: 3 clusters Score -2344472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2344525.000000 Penalty: 5052.832031
	Iteration 33Q: 3 clusters Score -2344525 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2344573.000000 Penalty: 5052.832031
	Iteration 34Q: 3 clusters Score -2344573 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2344605.250000 Penalty: 5052.832031
	Iteration 35Q: 3 clusters Score -2344605 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2344646.750000 Penalty: 5052.832031
	Iteration 36Q: 3 clusters Score -2344647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2344684.500000 Penalty: 5052.832031
	Iteration 37Q: 3 clusters Score -2344684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2344708.500000 Penalty: 5052.832031
	Iteration 38Q: 3 clusters Score -2344708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2344722.750000 Penalty: 5052.832031
	Iteration 39Q: 3 clusters Score -2344723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2344747.000000 Penalty: 5052.832031
	Iteration 40F: 3 clusters Score -2344747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2344761.000000 Penalty: 5052.832031
	Iteration 41Q: 3 clusters Score -2344761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2344765.750000 Penalty: 5052.832031
	Iteration 42Q: 3 clusters Score -2344766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2344770.250000 Penalty: 5052.832031
	Iteration 43Q: 3 clusters Score -2344770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2344776.250000 Penalty: 5052.832031
	Iteration 44Q: 3 clusters Score -2344776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2344783.750000 Penalty: 5052.832031
	Iteration 45Q: 3 clusters Score -2344784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2344788.500000 Penalty: 5052.832031
	Iteration 46Q: 3 clusters Score -2344788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2344791.750000 Penalty: 5052.832031
	Iteration 47Q: 3 clusters Score -2344792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2344794.250000 Penalty: 5052.832031
	Iteration 48Q: 3 clusters Score -2344794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2344796.750000 Penalty: 5052.832031
	Iteration 49Q: 3 clusters Score -2344797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2344803.500000 Penalty: 5052.832031
	Iteration 50Q: 3 clusters Score -2344804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2344810.750000 Penalty: 5052.832031
	Iteration 51Q: 3 clusters Score -2344811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2344812.250000 Penalty: 5052.832031
	Iteration 52Q: 3 clusters Score -2344812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2344813.250000 Penalty: 5052.832031
	Iteration 53Q: 3 clusters Score -2344813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2344818.250000 Penalty: 5052.832031
	Iteration 54Q: 3 clusters Score -2344818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2344816.750000 Penalty: 5052.832031
	Iteration 55Q: 3 clusters Score -2344817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2344819.500000 Penalty: 5052.832031
	Iteration 56Q: 3 clusters Score -2344820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2344819.500000 Penalty: 5052.832031
	Iteration 57Q: 3 clusters Score -2344820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2344821.250000 Penalty: 5052.832031
	Iteration 58Q: 3 clusters Score -2344821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2344822.500000 Penalty: 5052.832031
	Iteration 59Q: 3 clusters Score -2344822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2344821.500000 Penalty: 5052.832031
	Iteration 60F: 3 clusters Score -2344822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (412201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412201 members 
Entering Unmasked Estep 
Score: -36421724.000000 Penalty: 3206.458008
	Iteration 0F: 2 clusters Score -3.642172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206446 members 
Mstep: Class 2 contains 205755 members 
Entering Unmasked Estep 
Score: -36144372.000000 Penalty: 6412.916016
	Iteration 0F: 3 clusters Score -3.614437e+07 nChanged 200272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219416 members 
Mstep: Class 2 contains 192785 members 
Entering Unmasked Estep 
Score: -36265120.000000 Penalty: 6412.916016
	Iteration 1F: 3 clusters Score -3.626512e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228238 members 
Mstep: Class 2 contains 183963 members 
Entering Unmasked Estep 
Score: -36268576.000000 Penalty: 6412.916016
	Iteration 2Q: 3 clusters Score -3.626858e+07 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242222 members 
Mstep: Class 2 contains 169979 members 
Entering Unmasked Estep 
Score: -36275308.000000 Penalty: 6412.916016
	Iteration 3Q: 3 clusters Score -3.627531e+07 nChanged 24087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263039 members 
Mstep: Class 2 contains 149162 members 
Entering Unmasked Estep 
Score: -36288908.000000 Penalty: 6412.916016
	Iteration 4F: 3 clusters Score -3.628891e+07 nChanged 31489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291444 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -36311072.000000 Penalty: 6412.916016
	Iteration 5F: 3 clusters Score -3.631107e+07 nChanged 35848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324842 members 
Mstep: Class 2 contains 87359 members 
Entering Unmasked Estep 
Score: -36340952.000000 Penalty: 6412.916016
	Iteration 6F: 3 clusters Score -3.634095e+07 nChanged 32648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356120 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -36369920.000000 Penalty: 6412.916016
	Iteration 7F: 3 clusters Score -3.636992e+07 nChanged 23973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379713 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -36390808.000000 Penalty: 6412.916016
	Iteration 8F: 3 clusters Score -3.639081e+07 nChanged 15624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395307 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -36404484.000000 Penalty: 6412.916016
	Iteration 9Q: 3 clusters Score -3.640448e+07 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404440 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -36412960.000000 Penalty: 6412.916016
	Iteration 10Q: 3 clusters Score -3.641296e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408782 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -36416580.000000 Penalty: 6412.916016
	Iteration 11Q: 3 clusters Score -3.641658e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410482 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -36418004.000000 Penalty: 6412.916016
	Iteration 12Q: 3 clusters Score -3.6418e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411123 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -36418576.000000 Penalty: 6412.916016
	Iteration 13Q: 3 clusters Score -3.641858e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411374 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -36418744.000000 Penalty: 6412.916016
	Iteration 14Q: 3 clusters Score -3.641874e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411500 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -36418852.000000 Penalty: 6412.916016
	Iteration 15Q: 3 clusters Score -3.641885e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411564 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -36418952.000000 Penalty: 6412.916016
	Iteration 16Q: 3 clusters Score -3.641895e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411610 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -36418992.000000 Penalty: 6412.916016
	Iteration 17Q: 3 clusters Score -3.641899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411641 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -36419008.000000 Penalty: 6412.916016
	Iteration 18Q: 3 clusters Score -3.641901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411654 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -36419000.000000 Penalty: 6412.916016
	Iteration 19Q: 3 clusters Score -3.6419e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411657 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36419040.000000 Penalty: 6412.916016
	Iteration 20F: 3 clusters Score -3.641904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411660 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -36419044.000000 Penalty: 6412.916016
	Iteration 21Q: 3 clusters Score -3.641904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411666 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36419028.000000 Penalty: 6412.916016
	Iteration 22Q: 3 clusters Score -3.641903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411666 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36419048.000000 Penalty: 6412.916016
	Iteration 23Q: 3 clusters Score -3.641905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411670 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -36419048.000000 Penalty: 6412.916016
	Iteration 24Q: 3 clusters Score -3.641905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411676 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -36419064.000000 Penalty: 6412.916016
	Iteration 25Q: 3 clusters Score -3.641906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411677 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -36419076.000000 Penalty: 6412.916016
	Iteration 26Q: 3 clusters Score -3.641908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411684 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -36419092.000000 Penalty: 6412.916016
	Iteration 27Q: 3 clusters Score -3.641909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36419116.000000 Penalty: 6412.916016
	Iteration 28Q: 3 clusters Score -3.641912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36419132.000000 Penalty: 6412.916016
	Iteration 29Q: 3 clusters Score -3.641913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36419136.000000 Penalty: 6412.916016
	Iteration 30Q: 3 clusters Score -3.641914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411694 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -36419128.000000 Penalty: 6412.916016
	Iteration 31Q: 3 clusters Score -3.641913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411695 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -36419108.000000 Penalty: 6412.916016
	Iteration 32Q: 3 clusters Score -3.641911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411696 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -36419124.000000 Penalty: 6412.916016
	Iteration 33Q: 3 clusters Score -3.641912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411699 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -36419120.000000 Penalty: 6412.916016
	Iteration 34Q: 3 clusters Score -3.641912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411701 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -36419140.000000 Penalty: 6412.916016
	Iteration 35Q: 3 clusters Score -3.641914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -36419128.000000 Penalty: 6412.916016
	Iteration 36Q: 3 clusters Score -3.641913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -36419132.000000 Penalty: 6412.916016
	Iteration 37Q: 3 clusters Score -3.641913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411704 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -36419156.000000 Penalty: 6412.916016
	Iteration 38Q: 3 clusters Score -3.641916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411704 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -36419156.000000 Penalty: 6412.916016
	Iteration 39F: 3 clusters Score -3.641916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Entering Unmasked Estep 
Score: -384374.093750 Penalty: 2097.708984
	Iteration 0F: 2 clusters Score -384374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -380054.750000 Penalty: 4195.417969
	Iteration 0F: 3 clusters Score -380054.8 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -381069.125000 Penalty: 4195.417969
	Iteration 1F: 3 clusters Score -381069.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -381309.187500 Penalty: 4195.417969
	Iteration 2F: 3 clusters Score -381309.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -381502.750000 Penalty: 4195.417969
	Iteration 3F: 3 clusters Score -381502.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -381650.625000 Penalty: 4195.417969
	Iteration 4F: 3 clusters Score -381650.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -381760.343750 Penalty: 4195.417969
	Iteration 5Q: 3 clusters Score -381760.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -381865.500000 Penalty: 4195.417969
	Iteration 6Q: 3 clusters Score -381865.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -381969.000000 Penalty: 4195.417969
	Iteration 7Q: 3 clusters Score -381969 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382074.312500 Penalty: 4195.417969
	Iteration 8Q: 3 clusters Score -382074.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -382174.468750 Penalty: 4195.417969
	Iteration 9Q: 3 clusters Score -382174.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -382254.500000 Penalty: 4195.417969
	Iteration 10Q: 3 clusters Score -382254.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -382335.281250 Penalty: 4195.417969
	Iteration 11Q: 3 clusters Score -382335.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -382439.281250 Penalty: 4195.417969
	Iteration 12Q: 3 clusters Score -382439.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -382540.593750 Penalty: 4195.417969
	Iteration 13Q: 3 clusters Score -382540.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -382640.750000 Penalty: 4195.417969
	Iteration 14Q: 3 clusters Score -382640.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -382707.281250 Penalty: 4195.417969
	Iteration 15Q: 3 clusters Score -382707.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -382760.750000 Penalty: 4195.417969
	Iteration 16Q: 3 clusters Score -382760.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -382799.937500 Penalty: 4195.417969
	Iteration 17Q: 3 clusters Score -382799.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -382826.562500 Penalty: 4195.417969
	Iteration 18Q: 3 clusters Score -382826.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -382848.656250 Penalty: 4195.417969
	Iteration 19Q: 3 clusters Score -382848.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -382867.937500 Penalty: 4195.417969
	Iteration 20F: 3 clusters Score -382867.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -382886.250000 Penalty: 4195.417969
	Iteration 21Q: 3 clusters Score -382886.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -382900.312500 Penalty: 4195.417969
	Iteration 22Q: 3 clusters Score -382900.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -382909.968750 Penalty: 4195.417969
	Iteration 23Q: 3 clusters Score -382910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -382916.906250 Penalty: 4195.417969
	Iteration 24Q: 3 clusters Score -382916.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -382925.250000 Penalty: 4195.417969
	Iteration 25Q: 3 clusters Score -382925.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -382935.843750 Penalty: 4195.417969
	Iteration 26Q: 3 clusters Score -382935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -382943.250000 Penalty: 4195.417969
	Iteration 27Q: 3 clusters Score -382943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -382946.968750 Penalty: 4195.417969
	Iteration 28Q: 3 clusters Score -382947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -382953.562500 Penalty: 4195.417969
	Iteration 29Q: 3 clusters Score -382953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -382956.406250 Penalty: 4195.417969
	Iteration 30Q: 3 clusters Score -382956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -382958.062500 Penalty: 4195.417969
	Iteration 31Q: 3 clusters Score -382958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -382960.406250 Penalty: 4195.417969
	Iteration 32Q: 3 clusters Score -382960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -382962.812500 Penalty: 4195.417969
	Iteration 33Q: 3 clusters Score -382962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -382964.937500 Penalty: 4195.417969
	Iteration 34Q: 3 clusters Score -382964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -382964.937500 Penalty: 4195.417969
	Iteration 35F: 3 clusters Score -382964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Entering Unmasked Estep 
Score: -1525334.000000 Penalty: 2425.669434
	Iteration 0F: 2 clusters Score -1525334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1512692.500000 Penalty: 4851.338867
	Iteration 0F: 3 clusters Score -1512692 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1516751.750000 Penalty: 4851.338867
	Iteration 1F: 3 clusters Score -1516752 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1517174.000000 Penalty: 4851.338867
	Iteration 2F: 3 clusters Score -1517174 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1517611.250000 Penalty: 4851.338867
	Iteration 3F: 3 clusters Score -1517611 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1518084.625000 Penalty: 4851.338867
	Iteration 4F: 3 clusters Score -1518085 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1518625.625000 Penalty: 4851.338867
	Iteration 5Q: 3 clusters Score -1518626 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1519253.250000 Penalty: 4851.338867
	Iteration 6F: 3 clusters Score -1519253 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1520040.750000 Penalty: 4851.338867
	Iteration 7F: 3 clusters Score -1520041 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1520961.125000 Penalty: 4851.338867
	Iteration 8F: 3 clusters Score -1520961 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1521983.000000 Penalty: 4851.338867
	Iteration 9F: 3 clusters Score -1521983 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1523121.750000 Penalty: 4851.338867
	Iteration 10F: 3 clusters Score -1523122 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1523938.500000 Penalty: 4851.338867
	Iteration 11Q: 3 clusters Score -1523938 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1524301.875000 Penalty: 4851.338867
	Iteration 12Q: 3 clusters Score -1524302 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1524474.750000 Penalty: 4851.338867
	Iteration 13Q: 3 clusters Score -1524475 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1524566.500000 Penalty: 4851.338867
	Iteration 14Q: 3 clusters Score -1524566 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1524623.500000 Penalty: 4851.338867
	Iteration 15Q: 3 clusters Score -1524624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1524687.125000 Penalty: 4851.338867
	Iteration 16Q: 3 clusters Score -1524687 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1524793.000000 Penalty: 4851.338867
	Iteration 17Q: 3 clusters Score -1524793 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1524908.750000 Penalty: 4851.338867
	Iteration 18Q: 3 clusters Score -1524909 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1524981.000000 Penalty: 4851.338867
	Iteration 19Q: 3 clusters Score -1524981 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1525024.625000 Penalty: 4851.338867
	Iteration 20F: 3 clusters Score -1525025 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1525048.750000 Penalty: 4851.338867
	Iteration 21Q: 3 clusters Score -1525049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1525068.125000 Penalty: 4851.338867
	Iteration 22Q: 3 clusters Score -1525068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1525067.625000 Penalty: 4851.338867
	Iteration 23Q: 3 clusters Score -1525068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1525069.625000 Penalty: 4851.338867
	Iteration 24Q: 3 clusters Score -1525070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1525075.125000 Penalty: 4851.338867
	Iteration 25Q: 3 clusters Score -1525075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1525075.875000 Penalty: 4851.338867
	Iteration 26Q: 3 clusters Score -1525076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1525075.125000 Penalty: 4851.338867
	Iteration 27Q: 3 clusters Score -1525075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1525077.500000 Penalty: 4851.338867
	Iteration 28Q: 3 clusters Score -1525078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1525074.500000 Penalty: 4851.338867
	Iteration 29Q: 3 clusters Score -1525074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1525075.750000 Penalty: 4851.338867
	Iteration 30Q: 3 clusters Score -1525076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1525075.750000 Penalty: 4851.338867
	Iteration 31Q: 3 clusters Score -1525076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1525076.875000 Penalty: 4851.338867
	Iteration 32Q: 3 clusters Score -1525077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1525077.750000 Penalty: 4851.338867
	Iteration 33Q: 3 clusters Score -1525078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1525077.750000 Penalty: 4851.338867
	Iteration 34F: 3 clusters Score -1525078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Entering Unmasked Estep 
Score: -952107.500000 Penalty: 2327.617188
	Iteration 0F: 2 clusters Score -952107.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -943316.437500 Penalty: 4655.234375
	Iteration 0F: 3 clusters Score -943316.4 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -946077.562500 Penalty: 4655.234375
	Iteration 1F: 3 clusters Score -946077.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -946411.250000 Penalty: 4655.234375
	Iteration 2F: 3 clusters Score -946411.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -946649.125000 Penalty: 4655.234375
	Iteration 3Q: 3 clusters Score -946649.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -946841.875000 Penalty: 4655.234375
	Iteration 4Q: 3 clusters Score -946841.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -946988.375000 Penalty: 4655.234375
	Iteration 5Q: 3 clusters Score -946988.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -947103.437500 Penalty: 4655.234375
	Iteration 6Q: 3 clusters Score -947103.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -947218.187500 Penalty: 4655.234375
	Iteration 7Q: 3 clusters Score -947218.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -947334.187500 Penalty: 4655.234375
	Iteration 8Q: 3 clusters Score -947334.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -947474.750000 Penalty: 4655.234375
	Iteration 9Q: 3 clusters Score -947474.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -947641.750000 Penalty: 4655.234375
	Iteration 10Q: 3 clusters Score -947641.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -947839.937500 Penalty: 4655.234375
	Iteration 11Q: 3 clusters Score -947839.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -948053.500000 Penalty: 4655.234375
	Iteration 12Q: 3 clusters Score -948053.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -948273.062500 Penalty: 4655.234375
	Iteration 13Q: 3 clusters Score -948273.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -948522.937500 Penalty: 4655.234375
	Iteration 14Q: 3 clusters Score -948522.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -948756.500000 Penalty: 4655.234375
	Iteration 15Q: 3 clusters Score -948756.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -948982.187500 Penalty: 4655.234375
	Iteration 16Q: 3 clusters Score -948982.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -949186.625000 Penalty: 4655.234375
	Iteration 17Q: 3 clusters Score -949186.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -949317.812500 Penalty: 4655.234375
	Iteration 18Q: 3 clusters Score -949317.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -949397.250000 Penalty: 4655.234375
	Iteration 19Q: 3 clusters Score -949397.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -949461.250000 Penalty: 4655.234375
	Iteration 20F: 3 clusters Score -949461.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -949506.312500 Penalty: 4655.234375
	Iteration 21Q: 3 clusters Score -949506.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -949546.687500 Penalty: 4655.234375
	Iteration 22Q: 3 clusters Score -949546.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -949576.562500 Penalty: 4655.234375
	Iteration 23Q: 3 clusters Score -949576.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -949607.000000 Penalty: 4655.234375
	Iteration 24Q: 3 clusters Score -949607 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -949630.687500 Penalty: 4655.234375
	Iteration 25Q: 3 clusters Score -949630.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -949649.750000 Penalty: 4655.234375
	Iteration 26Q: 3 clusters Score -949649.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -949676.062500 Penalty: 4655.234375
	Iteration 27Q: 3 clusters Score -949676.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -949698.687500 Penalty: 4655.234375
	Iteration 28Q: 3 clusters Score -949698.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -949722.562500 Penalty: 4655.234375
	Iteration 29Q: 3 clusters Score -949722.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -949746.937500 Penalty: 4655.234375
	Iteration 30Q: 3 clusters Score -949746.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -949772.687500 Penalty: 4655.234375
	Iteration 31Q: 3 clusters Score -949772.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -949796.562500 Penalty: 4655.234375
	Iteration 32Q: 3 clusters Score -949796.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -949824.312500 Penalty: 4655.234375
	Iteration 33Q: 3 clusters Score -949824.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -949845.312500 Penalty: 4655.234375
	Iteration 34Q: 3 clusters Score -949845.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -949866.750000 Penalty: 4655.234375
	Iteration 35Q: 3 clusters Score -949866.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -949883.625000 Penalty: 4655.234375
	Iteration 36Q: 3 clusters Score -949883.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -949906.312500 Penalty: 4655.234375
	Iteration 37Q: 3 clusters Score -949906.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -949927.812500 Penalty: 4655.234375
	Iteration 38Q: 3 clusters Score -949927.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -949948.812500 Penalty: 4655.234375
	Iteration 39Q: 3 clusters Score -949948.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -949960.062500 Penalty: 4655.234375
	Iteration 40F: 3 clusters Score -949960.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -949969.562500 Penalty: 4655.234375
	Iteration 41Q: 3 clusters Score -949969.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -949980.437500 Penalty: 4655.234375
	Iteration 42Q: 3 clusters Score -949980.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -949992.500000 Penalty: 4655.234375
	Iteration 43Q: 3 clusters Score -949992.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -950004.625000 Penalty: 4655.234375
	Iteration 44Q: 3 clusters Score -950004.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -950020.687500 Penalty: 4655.234375
	Iteration 45Q: 3 clusters Score -950020.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -950036.750000 Penalty: 4655.234375
	Iteration 46Q: 3 clusters Score -950036.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -950050.687500 Penalty: 4655.234375
	Iteration 47Q: 3 clusters Score -950050.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -950061.750000 Penalty: 4655.234375
	Iteration 48Q: 3 clusters Score -950061.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -950072.000000 Penalty: 4655.234375
	Iteration 49Q: 3 clusters Score -950072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -950076.000000 Penalty: 4655.234375
	Iteration 50Q: 3 clusters Score -950076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -950079.375000 Penalty: 4655.234375
	Iteration 51Q: 3 clusters Score -950079.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -950085.437500 Penalty: 4655.234375
	Iteration 52Q: 3 clusters Score -950085.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -950091.000000 Penalty: 4655.234375
	Iteration 53Q: 3 clusters Score -950091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -950095.437500 Penalty: 4655.234375
	Iteration 54Q: 3 clusters Score -950095.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -950103.062500 Penalty: 4655.234375
	Iteration 55Q: 3 clusters Score -950103.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -950109.812500 Penalty: 4655.234375
	Iteration 56Q: 3 clusters Score -950109.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -950115.125000 Penalty: 4655.234375
	Iteration 57Q: 3 clusters Score -950115.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -950116.500000 Penalty: 4655.234375
	Iteration 58Q: 3 clusters Score -950116.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -950117.000000 Penalty: 4655.234375
	Iteration 59Q: 3 clusters Score -950117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -950123.812500 Penalty: 4655.234375
	Iteration 60F: 3 clusters Score -950123.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -950123.937500 Penalty: 4655.234375
	Iteration 61Q: 3 clusters Score -950123.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -950130.687500 Penalty: 4655.234375
	Iteration 62Q: 3 clusters Score -950130.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -950132.562500 Penalty: 4655.234375
	Iteration 63Q: 3 clusters Score -950132.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -950133.750000 Penalty: 4655.234375
	Iteration 64Q: 3 clusters Score -950133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -950133.312500 Penalty: 4655.234375
	Iteration 65Q: 3 clusters Score -950133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -950133.875000 Penalty: 4655.234375
	Iteration 66Q: 3 clusters Score -950133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -950134.937500 Penalty: 4655.234375
	Iteration 67Q: 3 clusters Score -950134.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -950136.000000 Penalty: 4655.234375
	Iteration 68Q: 3 clusters Score -950136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -950137.437500 Penalty: 4655.234375
	Iteration 69Q: 3 clusters Score -950137.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -950137.875000 Penalty: 4655.234375
	Iteration 70Q: 3 clusters Score -950137.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -950141.437500 Penalty: 4655.234375
	Iteration 71Q: 3 clusters Score -950141.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -950142.812500 Penalty: 4655.234375
	Iteration 72Q: 3 clusters Score -950142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -950143.812500 Penalty: 4655.234375
	Iteration 73Q: 3 clusters Score -950143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -950143.312500 Penalty: 4655.234375
	Iteration 74Q: 3 clusters Score -950143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -950144.875000 Penalty: 4655.234375
	Iteration 75Q: 3 clusters Score -950144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -950145.187500 Penalty: 4655.234375
	Iteration 76Q: 3 clusters Score -950145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -950142.812500 Penalty: 4655.234375
	Iteration 77Q: 3 clusters Score -950142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -950146.875000 Penalty: 4655.234375
	Iteration 78Q: 3 clusters Score -950146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -950147.750000 Penalty: 4655.234375
	Iteration 79Q: 3 clusters Score -950147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -950145.937500 Penalty: 4655.234375
	Iteration 80F: 3 clusters Score -950145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -950145.562500 Penalty: 4655.234375
	Iteration 81Q: 3 clusters Score -950145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -950144.125000 Penalty: 4655.234375
	Iteration 82Q: 3 clusters Score -950144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -950146.812500 Penalty: 4655.234375
	Iteration 83Q: 3 clusters Score -950146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -950146.500000 Penalty: 4655.234375
	Iteration 84Q: 3 clusters Score -950146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -950147.062500 Penalty: 4655.234375
	Iteration 85Q: 3 clusters Score -950147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -950146.375000 Penalty: 4655.234375
	Iteration 86Q: 3 clusters Score -950146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -950147.125000 Penalty: 4655.234375
	Iteration 87Q: 3 clusters Score -950147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -950147.125000 Penalty: 4655.234375
	Iteration 88F: 3 clusters Score -950147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Entering Unmasked Estep 
Score: -2510484.750000 Penalty: 2549.738770
	Iteration 0F: 2 clusters Score -2510485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2490401.500000 Penalty: 5099.477539
	Iteration 0F: 3 clusters Score -2490402 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2497520.000000 Penalty: 5099.477539
	Iteration 1F: 3 clusters Score -2497520 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2498022.250000 Penalty: 5099.477539
	Iteration 2Q: 3 clusters Score -2498022 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2498517.000000 Penalty: 5099.477539
	Iteration 3Q: 3 clusters Score -2498517 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2499073.750000 Penalty: 5099.477539
	Iteration 4Q: 3 clusters Score -2499074 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2499807.500000 Penalty: 5099.477539
	Iteration 5Q: 3 clusters Score -2499808 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2500732.750000 Penalty: 5099.477539
	Iteration 6F: 3 clusters Score -2500733 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2501926.000000 Penalty: 5099.477539
	Iteration 7F: 3 clusters Score -2501926 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2503281.000000 Penalty: 5099.477539
	Iteration 8F: 3 clusters Score -2503281 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2504626.500000 Penalty: 5099.477539
	Iteration 9F: 3 clusters Score -2504626 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2505809.500000 Penalty: 5099.477539
	Iteration 10F: 3 clusters Score -2505810 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2506592.500000 Penalty: 5099.477539
	Iteration 11Q: 3 clusters Score -2506592 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2507067.000000 Penalty: 5099.477539
	Iteration 12Q: 3 clusters Score -2507067 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2507330.750000 Penalty: 5099.477539
	Iteration 13Q: 3 clusters Score -2507331 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2507495.750000 Penalty: 5099.477539
	Iteration 14Q: 3 clusters Score -2507496 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2507588.250000 Penalty: 5099.477539
	Iteration 15Q: 3 clusters Score -2507588 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2507660.250000 Penalty: 5099.477539
	Iteration 16Q: 3 clusters Score -2507660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2507725.000000 Penalty: 5099.477539
	Iteration 17Q: 3 clusters Score -2507725 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2507776.250000 Penalty: 5099.477539
	Iteration 18Q: 3 clusters Score -2507776 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -2507833.750000 Penalty: 5099.477539
	Iteration 19Q: 3 clusters Score -2507834 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2507874.500000 Penalty: 5099.477539
	Iteration 20F: 3 clusters Score -2507874 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2507916.750000 Penalty: 5099.477539
	Iteration 21Q: 3 clusters Score -2507917 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2507957.250000 Penalty: 5099.477539
	Iteration 22Q: 3 clusters Score -2507957 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2508004.250000 Penalty: 5099.477539
	Iteration 23Q: 3 clusters Score -2508004 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2508049.750000 Penalty: 5099.477539
	Iteration 24Q: 3 clusters Score -2508050 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2508095.500000 Penalty: 5099.477539
	Iteration 25Q: 3 clusters Score -2508096 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2508138.000000 Penalty: 5099.477539
	Iteration 26Q: 3 clusters Score -2508138 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -2508174.750000 Penalty: 5099.477539
	Iteration 27Q: 3 clusters Score -2508175 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2508220.750000 Penalty: 5099.477539
	Iteration 28Q: 3 clusters Score -2508221 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2508255.750000 Penalty: 5099.477539
	Iteration 29Q: 3 clusters Score -2508256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -2508308.750000 Penalty: 5099.477539
	Iteration 30Q: 3 clusters Score -2508309 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -2508358.250000 Penalty: 5099.477539
	Iteration 31Q: 3 clusters Score -2508358 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2508421.500000 Penalty: 5099.477539
	Iteration 32Q: 3 clusters Score -2508422 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -2508489.250000 Penalty: 5099.477539
	Iteration 33Q: 3 clusters Score -2508489 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2508547.750000 Penalty: 5099.477539
	Iteration 34Q: 3 clusters Score -2508548 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -2508616.750000 Penalty: 5099.477539
	Iteration 35Q: 3 clusters Score -2508617 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2508691.250000 Penalty: 5099.477539
	Iteration 36Q: 3 clusters Score -2508691 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2508808.500000 Penalty: 5099.477539
	Iteration 37Q: 3 clusters Score -2508808 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -2508953.750000 Penalty: 5099.477539
	Iteration 38Q: 3 clusters Score -2508954 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -2509139.250000 Penalty: 5099.477539
	Iteration 39Q: 3 clusters Score -2509139 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -2509384.750000 Penalty: 5099.477539
	Iteration 40F: 3 clusters Score -2509385 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2509544.500000 Penalty: 5099.477539
	Iteration 41Q: 3 clusters Score -2509544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2509643.750000 Penalty: 5099.477539
	Iteration 42Q: 3 clusters Score -2509644 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2509703.000000 Penalty: 5099.477539
	Iteration 43Q: 3 clusters Score -2509703 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -2509732.250000 Penalty: 5099.477539
	Iteration 44Q: 3 clusters Score -2509732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -2509761.750000 Penalty: 5099.477539
	Iteration 45Q: 3 clusters Score -2509762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2509772.500000 Penalty: 5099.477539
	Iteration 46Q: 3 clusters Score -2509772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2509776.750000 Penalty: 5099.477539
	Iteration 47Q: 3 clusters Score -2509777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2509788.000000 Penalty: 5099.477539
	Iteration 48Q: 3 clusters Score -2509788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2509799.250000 Penalty: 5099.477539
	Iteration 49Q: 3 clusters Score -2509799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2509804.250000 Penalty: 5099.477539
	Iteration 50Q: 3 clusters Score -2509804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -2509802.250000 Penalty: 5099.477539
	Iteration 51Q: 3 clusters Score -2509802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2509809.250000 Penalty: 5099.477539
	Iteration 52Q: 3 clusters Score -2509809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2509807.500000 Penalty: 5099.477539
	Iteration 53Q: 3 clusters Score -2509808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2509813.000000 Penalty: 5099.477539
	Iteration 54Q: 3 clusters Score -2509813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -2509814.250000 Penalty: 5099.477539
	Iteration 55Q: 3 clusters Score -2509814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2509813.250000 Penalty: 5099.477539
	Iteration 56Q: 3 clusters Score -2509813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2509816.250000 Penalty: 5099.477539
	Iteration 57Q: 3 clusters Score -2509816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2509824.000000 Penalty: 5099.477539
	Iteration 58Q: 3 clusters Score -2509824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2509825.000000 Penalty: 5099.477539
	Iteration 59Q: 3 clusters Score -2509825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -2509824.250000 Penalty: 5099.477539
	Iteration 60F: 3 clusters Score -2509824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Entering Unmasked Estep 
Score: -664775.125000 Penalty: 2218.248535
	Iteration 0F: 2 clusters Score -664775.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -658607.125000 Penalty: 4436.497070
	Iteration 0F: 3 clusters Score -658607.1 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -660283.125000 Penalty: 4436.497070
	Iteration 1F: 3 clusters Score -660283.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -660554.562500 Penalty: 4436.497070
	Iteration 2F: 3 clusters Score -660554.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -660740.687500 Penalty: 4436.497070
	Iteration 3F: 3 clusters Score -660740.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -660891.125000 Penalty: 4436.497070
	Iteration 4Q: 3 clusters Score -660891.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -661033.312500 Penalty: 4436.497070
	Iteration 5Q: 3 clusters Score -661033.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -661169.812500 Penalty: 4436.497070
	Iteration 6Q: 3 clusters Score -661169.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -661296.500000 Penalty: 4436.497070
	Iteration 7Q: 3 clusters Score -661296.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -661422.437500 Penalty: 4436.497070
	Iteration 8Q: 3 clusters Score -661422.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -661552.937500 Penalty: 4436.497070
	Iteration 9Q: 3 clusters Score -661552.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -661683.437500 Penalty: 4436.497070
	Iteration 10Q: 3 clusters Score -661683.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -661827.437500 Penalty: 4436.497070
	Iteration 11Q: 3 clusters Score -661827.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -661973.812500 Penalty: 4436.497070
	Iteration 12Q: 3 clusters Score -661973.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -662098.812500 Penalty: 4436.497070
	Iteration 13Q: 3 clusters Score -662098.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -662197.125000 Penalty: 4436.497070
	Iteration 14Q: 3 clusters Score -662197.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -662270.500000 Penalty: 4436.497070
	Iteration 15Q: 3 clusters Score -662270.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -662320.937500 Penalty: 4436.497070
	Iteration 16Q: 3 clusters Score -662320.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -662354.812500 Penalty: 4436.497070
	Iteration 17Q: 3 clusters Score -662354.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -662386.687500 Penalty: 4436.497070
	Iteration 18Q: 3 clusters Score -662386.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -662418.500000 Penalty: 4436.497070
	Iteration 19Q: 3 clusters Score -662418.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -662443.750000 Penalty: 4436.497070
	Iteration 20F: 3 clusters Score -662443.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -662461.750000 Penalty: 4436.497070
	Iteration 21Q: 3 clusters Score -662461.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -662470.125000 Penalty: 4436.497070
	Iteration 22Q: 3 clusters Score -662470.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -662480.812500 Penalty: 4436.497070
	Iteration 23Q: 3 clusters Score -662480.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -662490.562500 Penalty: 4436.497070
	Iteration 24Q: 3 clusters Score -662490.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -662500.187500 Penalty: 4436.497070
	Iteration 25Q: 3 clusters Score -662500.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -662505.125000 Penalty: 4436.497070
	Iteration 26Q: 3 clusters Score -662505.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -662511.562500 Penalty: 4436.497070
	Iteration 27Q: 3 clusters Score -662511.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -662518.937500 Penalty: 4436.497070
	Iteration 28Q: 3 clusters Score -662518.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -662525.812500 Penalty: 4436.497070
	Iteration 29Q: 3 clusters Score -662525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -662530.500000 Penalty: 4436.497070
	Iteration 30Q: 3 clusters Score -662530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -662537.750000 Penalty: 4436.497070
	Iteration 31Q: 3 clusters Score -662537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -662544.250000 Penalty: 4436.497070
	Iteration 32Q: 3 clusters Score -662544.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -662553.687500 Penalty: 4436.497070
	Iteration 33Q: 3 clusters Score -662553.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -662561.875000 Penalty: 4436.497070
	Iteration 34Q: 3 clusters Score -662561.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -662573.125000 Penalty: 4436.497070
	Iteration 35Q: 3 clusters Score -662573.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -662581.625000 Penalty: 4436.497070
	Iteration 36Q: 3 clusters Score -662581.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -662586.750000 Penalty: 4436.497070
	Iteration 37Q: 3 clusters Score -662586.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -662592.875000 Penalty: 4436.497070
	Iteration 38Q: 3 clusters Score -662592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -662596.000000 Penalty: 4436.497070
	Iteration 39Q: 3 clusters Score -662596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -662598.375000 Penalty: 4436.497070
	Iteration 40F: 3 clusters Score -662598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -662599.125000 Penalty: 4436.497070
	Iteration 41Q: 3 clusters Score -662599.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -662603.750000 Penalty: 4436.497070
	Iteration 42Q: 3 clusters Score -662603.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -662610.125000 Penalty: 4436.497070
	Iteration 43Q: 3 clusters Score -662610.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -662615.375000 Penalty: 4436.497070
	Iteration 44Q: 3 clusters Score -662615.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -662623.000000 Penalty: 4436.497070
	Iteration 45Q: 3 clusters Score -662623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -662626.187500 Penalty: 4436.497070
	Iteration 46Q: 3 clusters Score -662626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -662626.250000 Penalty: 4436.497070
	Iteration 47Q: 3 clusters Score -662626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -662628.812500 Penalty: 4436.497070
	Iteration 48Q: 3 clusters Score -662628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -662632.125000 Penalty: 4436.497070
	Iteration 49Q: 3 clusters Score -662632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -662635.187500 Penalty: 4436.497070
	Iteration 50Q: 3 clusters Score -662635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -662637.062500 Penalty: 4436.497070
	Iteration 51Q: 3 clusters Score -662637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -662637.375000 Penalty: 4436.497070
	Iteration 52Q: 3 clusters Score -662637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -662639.812500 Penalty: 4436.497070
	Iteration 53Q: 3 clusters Score -662639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -662640.375000 Penalty: 4436.497070
	Iteration 54Q: 3 clusters Score -662640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -662642.437500 Penalty: 4436.497070
	Iteration 55Q: 3 clusters Score -662642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -662641.875000 Penalty: 4436.497070
	Iteration 56Q: 3 clusters Score -662641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -662643.000000 Penalty: 4436.497070
	Iteration 57Q: 3 clusters Score -662643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -662645.375000 Penalty: 4436.497070
	Iteration 58Q: 3 clusters Score -662645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -662643.375000 Penalty: 4436.497070
	Iteration 59Q: 3 clusters Score -662643.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -662643.375000 Penalty: 4436.497070
	Iteration 60F: 3 clusters Score -662643.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Entering Unmasked Estep 
Score: -2493346.500000 Penalty: 2547.759033
	Iteration 0F: 2 clusters Score -2493346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2473415.500000 Penalty: 5095.518066
	Iteration 0F: 3 clusters Score -2473416 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2480609.750000 Penalty: 5095.518066
	Iteration 1F: 3 clusters Score -2480610 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2481238.750000 Penalty: 5095.518066
	Iteration 2F: 3 clusters Score -2481239 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2481911.250000 Penalty: 5095.518066
	Iteration 3F: 3 clusters Score -2481911 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2482683.250000 Penalty: 5095.518066
	Iteration 4F: 3 clusters Score -2482683 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2483509.250000 Penalty: 5095.518066
	Iteration 5F: 3 clusters Score -2483509 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2484462.250000 Penalty: 5095.518066
	Iteration 6F: 3 clusters Score -2484462 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2485518.250000 Penalty: 5095.518066
	Iteration 7F: 3 clusters Score -2485518 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2486596.000000 Penalty: 5095.518066
	Iteration 8F: 3 clusters Score -2486596 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2487589.750000 Penalty: 5095.518066
	Iteration 9F: 3 clusters Score -2487590 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2488435.500000 Penalty: 5095.518066
	Iteration 10Q: 3 clusters Score -2488436 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2489185.750000 Penalty: 5095.518066
	Iteration 11Q: 3 clusters Score -2489186 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2489900.500000 Penalty: 5095.518066
	Iteration 12Q: 3 clusters Score -2489900 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2490554.750000 Penalty: 5095.518066
	Iteration 13Q: 3 clusters Score -2490555 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2491143.500000 Penalty: 5095.518066
	Iteration 14Q: 3 clusters Score -2491144 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2491652.000000 Penalty: 5095.518066
	Iteration 15Q: 3 clusters Score -2491652 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2492011.750000 Penalty: 5095.518066
	Iteration 16Q: 3 clusters Score -2492012 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2492237.500000 Penalty: 5095.518066
	Iteration 17Q: 3 clusters Score -2492238 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2492377.500000 Penalty: 5095.518066
	Iteration 18Q: 3 clusters Score -2492378 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2492456.500000 Penalty: 5095.518066
	Iteration 19Q: 3 clusters Score -2492456 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2492493.250000 Penalty: 5095.518066
	Iteration 20F: 3 clusters Score -2492493 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2492531.750000 Penalty: 5095.518066
	Iteration 21Q: 3 clusters Score -2492532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2492528.000000 Penalty: 5095.518066
	Iteration 22Q: 3 clusters Score -2492528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2492528.000000 Penalty: 5095.518066
	Iteration 23Q: 3 clusters Score -2492528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2492530.500000 Penalty: 5095.518066
	Iteration 24Q: 3 clusters Score -2492530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2492543.250000 Penalty: 5095.518066
	Iteration 25Q: 3 clusters Score -2492543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2492547.250000 Penalty: 5095.518066
	Iteration 26Q: 3 clusters Score -2492547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2492549.750000 Penalty: 5095.518066
	Iteration 27Q: 3 clusters Score -2492550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2492546.000000 Penalty: 5095.518066
	Iteration 28Q: 3 clusters Score -2492546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2492547.750000 Penalty: 5095.518066
	Iteration 29Q: 3 clusters Score -2492548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2492547.000000 Penalty: 5095.518066
	Iteration 30Q: 3 clusters Score -2492547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2492544.000000 Penalty: 5095.518066
	Iteration 31Q: 3 clusters Score -2492544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2492544.000000 Penalty: 5095.518066
	Iteration 32Q: 3 clusters Score -2492544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2492544.000000 Penalty: 5095.518066
	Iteration 33F: 3 clusters Score -2492544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -72011.968750 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -72011.97 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 412 members 
Entering Unmasked Estep 
Score: -70239.843750 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -70239.84 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70624.710938 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -70624.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70788.968750 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -70788.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70885.375000 Penalty: 3372.331787
	Iteration 3F: 3 clusters Score -70885.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70985.632812 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -70985.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71129.007812 Penalty: 3372.331787
	Iteration 5F: 3 clusters Score -71129.01 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -71230.789062 Penalty: 3372.331787
	Iteration 6F: 3 clusters Score -71230.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71333.335938 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -71333.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71405.976562 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -71405.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71423.476562 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -71423.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71431.523438 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -71431.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -71432.765625 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -71432.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -71432.765625 Penalty: 3372.331787
	Iteration 12F: 3 clusters Score -71432.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Entering Unmasked Estep 
Score: -1233654.625000 Penalty: 2378.525879
	Iteration 0F: 2 clusters Score -1233655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1222981.375000 Penalty: 4757.051758
	Iteration 0F: 3 clusters Score -1222981 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1226460.750000 Penalty: 4757.051758
	Iteration 1F: 3 clusters Score -1226461 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1226793.875000 Penalty: 4757.051758
	Iteration 2F: 3 clusters Score -1226794 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1227058.625000 Penalty: 4757.051758
	Iteration 3Q: 3 clusters Score -1227059 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1227284.875000 Penalty: 4757.051758
	Iteration 4Q: 3 clusters Score -1227285 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1227540.250000 Penalty: 4757.051758
	Iteration 5Q: 3 clusters Score -1227540 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1227837.000000 Penalty: 4757.051758
	Iteration 6Q: 3 clusters Score -1227837 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1228152.125000 Penalty: 4757.051758
	Iteration 7Q: 3 clusters Score -1228152 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1228468.250000 Penalty: 4757.051758
	Iteration 8Q: 3 clusters Score -1228468 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1228771.375000 Penalty: 4757.051758
	Iteration 9Q: 3 clusters Score -1228771 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1229071.625000 Penalty: 4757.051758
	Iteration 10Q: 3 clusters Score -1229072 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1229336.000000 Penalty: 4757.051758
	Iteration 11Q: 3 clusters Score -1229336 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1229582.625000 Penalty: 4757.051758
	Iteration 12Q: 3 clusters Score -1229583 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1229829.125000 Penalty: 4757.051758
	Iteration 13Q: 3 clusters Score -1229829 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1230067.875000 Penalty: 4757.051758
	Iteration 14Q: 3 clusters Score -1230068 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1230276.625000 Penalty: 4757.051758
	Iteration 15Q: 3 clusters Score -1230277 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1230460.125000 Penalty: 4757.051758
	Iteration 16Q: 3 clusters Score -1230460 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1230603.000000 Penalty: 4757.051758
	Iteration 17Q: 3 clusters Score -1230603 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1230697.875000 Penalty: 4757.051758
	Iteration 18Q: 3 clusters Score -1230698 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1230769.125000 Penalty: 4757.051758
	Iteration 19Q: 3 clusters Score -1230769 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1230835.750000 Penalty: 4757.051758
	Iteration 20F: 3 clusters Score -1230836 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1230889.000000 Penalty: 4757.051758
	Iteration 21Q: 3 clusters Score -1230889 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1230930.500000 Penalty: 4757.051758
	Iteration 22Q: 3 clusters Score -1230930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1230963.500000 Penalty: 4757.051758
	Iteration 23Q: 3 clusters Score -1230964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1230982.250000 Penalty: 4757.051758
	Iteration 24Q: 3 clusters Score -1230982 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1230997.750000 Penalty: 4757.051758
	Iteration 25Q: 3 clusters Score -1230998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1231012.625000 Penalty: 4757.051758
	Iteration 26Q: 3 clusters Score -1231013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1231021.125000 Penalty: 4757.051758
	Iteration 27Q: 3 clusters Score -1231021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1231025.625000 Penalty: 4757.051758
	Iteration 28Q: 3 clusters Score -1231026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1231029.500000 Penalty: 4757.051758
	Iteration 29Q: 3 clusters Score -1231030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1231039.875000 Penalty: 4757.051758
	Iteration 30Q: 3 clusters Score -1231040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1231040.000000 Penalty: 4757.051758
	Iteration 31Q: 3 clusters Score -1231040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1231043.625000 Penalty: 4757.051758
	Iteration 32Q: 3 clusters Score -1231044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1231046.875000 Penalty: 4757.051758
	Iteration 33Q: 3 clusters Score -1231047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1231051.125000 Penalty: 4757.051758
	Iteration 34Q: 3 clusters Score -1231051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1231047.625000 Penalty: 4757.051758
	Iteration 35Q: 3 clusters Score -1231048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1231048.000000 Penalty: 4757.051758
	Iteration 36Q: 3 clusters Score -1231048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1231050.500000 Penalty: 4757.051758
	Iteration 37Q: 3 clusters Score -1231050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1231054.000000 Penalty: 4757.051758
	Iteration 38Q: 3 clusters Score -1231054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1231054.375000 Penalty: 4757.051758
	Iteration 39Q: 3 clusters Score -1231054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1231058.000000 Penalty: 4757.051758
	Iteration 40F: 3 clusters Score -1231058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1231058.500000 Penalty: 4757.051758
	Iteration 41Q: 3 clusters Score -1231058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1231060.750000 Penalty: 4757.051758
	Iteration 42Q: 3 clusters Score -1231061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1231062.500000 Penalty: 4757.051758
	Iteration 43Q: 3 clusters Score -1231062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1231062.875000 Penalty: 4757.051758
	Iteration 44Q: 3 clusters Score -1231063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1231065.125000 Penalty: 4757.051758
	Iteration 45Q: 3 clusters Score -1231065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1231065.625000 Penalty: 4757.051758
	Iteration 46Q: 3 clusters Score -1231066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1231064.125000 Penalty: 4757.051758
	Iteration 47Q: 3 clusters Score -1231064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1231064.625000 Penalty: 4757.051758
	Iteration 48Q: 3 clusters Score -1231065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1231064.500000 Penalty: 4757.051758
	Iteration 49Q: 3 clusters Score -1231064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1231063.000000 Penalty: 4757.051758
	Iteration 50Q: 3 clusters Score -1231063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1231062.750000 Penalty: 4757.051758
	Iteration 51Q: 3 clusters Score -1231063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1231064.750000 Penalty: 4757.051758
	Iteration 52Q: 3 clusters Score -1231065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1231065.125000 Penalty: 4757.051758
	Iteration 53Q: 3 clusters Score -1231065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1231066.000000 Penalty: 4757.051758
	Iteration 54Q: 3 clusters Score -1231066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1231064.125000 Penalty: 4757.051758
	Iteration 55Q: 3 clusters Score -1231064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1231065.875000 Penalty: 4757.051758
	Iteration 56Q: 3 clusters Score -1231066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1231063.750000 Penalty: 4757.051758
	Iteration 57Q: 3 clusters Score -1231064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1231063.500000 Penalty: 4757.051758
	Iteration 58Q: 3 clusters Score -1231064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1231064.375000 Penalty: 4757.051758
	Iteration 59Q: 3 clusters Score -1231064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1231066.250000 Penalty: 4757.051758
	Iteration 60F: 3 clusters Score -1231066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1231068.125000 Penalty: 4757.051758
	Iteration 61Q: 3 clusters Score -1231068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1231068.125000 Penalty: 4757.051758
	Iteration 62F: 3 clusters Score -1231068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Entering Unmasked Estep 
Score: -776502.687500 Penalty: 2251.445068
	Iteration 0F: 2 clusters Score -776502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -769583.375000 Penalty: 4502.890137
	Iteration 0F: 3 clusters Score -769583.4 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -771566.687500 Penalty: 4502.890137
	Iteration 1F: 3 clusters Score -771566.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -771848.437500 Penalty: 4502.890137
	Iteration 2F: 3 clusters Score -771848.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -772046.437500 Penalty: 4502.890137
	Iteration 3F: 3 clusters Score -772046.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -772164.937500 Penalty: 4502.890137
	Iteration 4Q: 3 clusters Score -772164.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -772259.750000 Penalty: 4502.890137
	Iteration 5Q: 3 clusters Score -772259.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -772339.187500 Penalty: 4502.890137
	Iteration 6Q: 3 clusters Score -772339.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -772421.187500 Penalty: 4502.890137
	Iteration 7Q: 3 clusters Score -772421.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -772490.562500 Penalty: 4502.890137
	Iteration 8Q: 3 clusters Score -772490.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -772559.625000 Penalty: 4502.890137
	Iteration 9Q: 3 clusters Score -772559.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -772627.125000 Penalty: 4502.890137
	Iteration 10Q: 3 clusters Score -772627.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -772703.312500 Penalty: 4502.890137
	Iteration 11Q: 3 clusters Score -772703.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -772791.750000 Penalty: 4502.890137
	Iteration 12Q: 3 clusters Score -772791.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -772892.250000 Penalty: 4502.890137
	Iteration 13Q: 3 clusters Score -772892.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -773020.625000 Penalty: 4502.890137
	Iteration 14Q: 3 clusters Score -773020.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -773166.187500 Penalty: 4502.890137
	Iteration 15Q: 3 clusters Score -773166.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -773329.000000 Penalty: 4502.890137
	Iteration 16Q: 3 clusters Score -773329 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -773485.375000 Penalty: 4502.890137
	Iteration 17Q: 3 clusters Score -773485.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -773654.812500 Penalty: 4502.890137
	Iteration 18Q: 3 clusters Score -773654.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -773802.250000 Penalty: 4502.890137
	Iteration 19Q: 3 clusters Score -773802.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -773934.500000 Penalty: 4502.890137
	Iteration 20F: 3 clusters Score -773934.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -774069.187500 Penalty: 4502.890137
	Iteration 21Q: 3 clusters Score -774069.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -774203.625000 Penalty: 4502.890137
	Iteration 22Q: 3 clusters Score -774203.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -774322.312500 Penalty: 4502.890137
	Iteration 23Q: 3 clusters Score -774322.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -774438.000000 Penalty: 4502.890137
	Iteration 24Q: 3 clusters Score -774438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -774516.250000 Penalty: 4502.890137
	Iteration 25Q: 3 clusters Score -774516.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -774572.812500 Penalty: 4502.890137
	Iteration 26Q: 3 clusters Score -774572.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -774616.937500 Penalty: 4502.890137
	Iteration 27Q: 3 clusters Score -774616.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -774643.125000 Penalty: 4502.890137
	Iteration 28Q: 3 clusters Score -774643.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -774663.125000 Penalty: 4502.890137
	Iteration 29Q: 3 clusters Score -774663.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -774675.187500 Penalty: 4502.890137
	Iteration 30Q: 3 clusters Score -774675.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -774679.187500 Penalty: 4502.890137
	Iteration 31Q: 3 clusters Score -774679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -774685.312500 Penalty: 4502.890137
	Iteration 32Q: 3 clusters Score -774685.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -774685.750000 Penalty: 4502.890137
	Iteration 33Q: 3 clusters Score -774685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -774689.875000 Penalty: 4502.890137
	Iteration 34Q: 3 clusters Score -774689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -774691.375000 Penalty: 4502.890137
	Iteration 35Q: 3 clusters Score -774691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -774692.875000 Penalty: 4502.890137
	Iteration 36Q: 3 clusters Score -774692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -774692.937500 Penalty: 4502.890137
	Iteration 37Q: 3 clusters Score -774692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -774692.812500 Penalty: 4502.890137
	Iteration 38Q: 3 clusters Score -774692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -774693.562500 Penalty: 4502.890137
	Iteration 39Q: 3 clusters Score -774693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -774694.437500 Penalty: 4502.890137
	Iteration 40F: 3 clusters Score -774694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -774694.625000 Penalty: 4502.890137
	Iteration 41Q: 3 clusters Score -774694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -774694.875000 Penalty: 4502.890137
	Iteration 42Q: 3 clusters Score -774694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -774695.062500 Penalty: 4502.890137
	Iteration 43Q: 3 clusters Score -774695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -774695.062500 Penalty: 4502.890137
	Iteration 44Q: 3 clusters Score -774695.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -774695.062500 Penalty: 4502.890137
	Iteration 45F: 3 clusters Score -774695.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Entering Unmasked Estep 
Score: -4697792.500000 Penalty: 2695.480713
	Iteration 0F: 2 clusters Score -4697792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -4662266.000000 Penalty: 5390.961426
	Iteration 0F: 3 clusters Score -4662266 nChanged 24334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4675988.500000 Penalty: 5390.961426
	Iteration 1F: 3 clusters Score -4675988 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4676696.000000 Penalty: 5390.961426
	Iteration 2Q: 3 clusters Score -4676696 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -4677526.000000 Penalty: 5390.961426
	Iteration 3Q: 3 clusters Score -4677526 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4678483.000000 Penalty: 5390.961426
	Iteration 4Q: 3 clusters Score -4678483 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -4679532.000000 Penalty: 5390.961426
	Iteration 5Q: 3 clusters Score -4679532 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4680520.500000 Penalty: 5390.961426
	Iteration 6Q: 3 clusters Score -4680520 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4681613.500000 Penalty: 5390.961426
	Iteration 7Q: 3 clusters Score -4681614 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4682981.000000 Penalty: 5390.961426
	Iteration 8Q: 3 clusters Score -4682981 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4684725.000000 Penalty: 5390.961426
	Iteration 9F: 3 clusters Score -4684725 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4686650.500000 Penalty: 5390.961426
	Iteration 10F: 3 clusters Score -4686650 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4688337.000000 Penalty: 5390.961426
	Iteration 11Q: 3 clusters Score -4688337 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4689624.000000 Penalty: 5390.961426
	Iteration 12Q: 3 clusters Score -4689624 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -4690422.500000 Penalty: 5390.961426
	Iteration 13Q: 3 clusters Score -4690422 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -4691005.500000 Penalty: 5390.961426
	Iteration 14Q: 3 clusters Score -4691006 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -4691494.500000 Penalty: 5390.961426
	Iteration 15Q: 3 clusters Score -4691494 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -4691921.500000 Penalty: 5390.961426
	Iteration 16Q: 3 clusters Score -4691922 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -4692308.500000 Penalty: 5390.961426
	Iteration 17Q: 3 clusters Score -4692308 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -4692653.000000 Penalty: 5390.961426
	Iteration 18Q: 3 clusters Score -4692653 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -4692945.000000 Penalty: 5390.961426
	Iteration 19Q: 3 clusters Score -4692945 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -4693258.500000 Penalty: 5390.961426
	Iteration 20F: 3 clusters Score -4693258 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -4693508.500000 Penalty: 5390.961426
	Iteration 21Q: 3 clusters Score -4693508 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -4693667.500000 Penalty: 5390.961426
	Iteration 22Q: 3 clusters Score -4693668 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -4693833.500000 Penalty: 5390.961426
	Iteration 23Q: 3 clusters Score -4693834 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -4693968.500000 Penalty: 5390.961426
	Iteration 24Q: 3 clusters Score -4693968 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -4694096.000000 Penalty: 5390.961426
	Iteration 25Q: 3 clusters Score -4694096 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -4694200.000000 Penalty: 5390.961426
	Iteration 26Q: 3 clusters Score -4694200 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -4694279.500000 Penalty: 5390.961426
	Iteration 27Q: 3 clusters Score -4694280 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -4694355.000000 Penalty: 5390.961426
	Iteration 28Q: 3 clusters Score -4694355 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -4694454.000000 Penalty: 5390.961426
	Iteration 29Q: 3 clusters Score -4694454 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -4694544.500000 Penalty: 5390.961426
	Iteration 30Q: 3 clusters Score -4694544 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -4694621.000000 Penalty: 5390.961426
	Iteration 31Q: 3 clusters Score -4694621 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -4694687.000000 Penalty: 5390.961426
	Iteration 32Q: 3 clusters Score -4694687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -4694763.000000 Penalty: 5390.961426
	Iteration 33Q: 3 clusters Score -4694763 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -4694803.000000 Penalty: 5390.961426
	Iteration 34Q: 3 clusters Score -4694803 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -4694839.000000 Penalty: 5390.961426
	Iteration 35Q: 3 clusters Score -4694839 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -4694882.000000 Penalty: 5390.961426
	Iteration 36Q: 3 clusters Score -4694882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -4694945.000000 Penalty: 5390.961426
	Iteration 37Q: 3 clusters Score -4694945 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -4694984.000000 Penalty: 5390.961426
	Iteration 38Q: 3 clusters Score -4694984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -4695010.500000 Penalty: 5390.961426
	Iteration 39Q: 3 clusters Score -4695010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -4695045.500000 Penalty: 5390.961426
	Iteration 40F: 3 clusters Score -4695046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -4695064.500000 Penalty: 5390.961426
	Iteration 41Q: 3 clusters Score -4695064 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -4695080.000000 Penalty: 5390.961426
	Iteration 42Q: 3 clusters Score -4695080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -4695089.000000 Penalty: 5390.961426
	Iteration 43Q: 3 clusters Score -4695089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -4695098.000000 Penalty: 5390.961426
	Iteration 44Q: 3 clusters Score -4695098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 49144 members 
Entering Unmasked Estep 
Score: -4695107.500000 Penalty: 5390.961426
	Iteration 45Q: 3 clusters Score -4695108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -4695117.500000 Penalty: 5390.961426
	Iteration 46Q: 3 clusters Score -4695118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -4695124.000000 Penalty: 5390.961426
	Iteration 47Q: 3 clusters Score -4695124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -4695130.500000 Penalty: 5390.961426
	Iteration 48Q: 3 clusters Score -4695130 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -4695140.500000 Penalty: 5390.961426
	Iteration 49Q: 3 clusters Score -4695140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -4695149.500000 Penalty: 5390.961426
	Iteration 50Q: 3 clusters Score -4695150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -4695160.500000 Penalty: 5390.961426
	Iteration 51Q: 3 clusters Score -4695160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -4695175.000000 Penalty: 5390.961426
	Iteration 52Q: 3 clusters Score -4695175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -4695183.000000 Penalty: 5390.961426
	Iteration 53Q: 3 clusters Score -4695183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -4695197.500000 Penalty: 5390.961426
	Iteration 54Q: 3 clusters Score -4695198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -4695215.500000 Penalty: 5390.961426
	Iteration 55Q: 3 clusters Score -4695216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -4695234.000000 Penalty: 5390.961426
	Iteration 56Q: 3 clusters Score -4695234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -4695258.000000 Penalty: 5390.961426
	Iteration 57Q: 3 clusters Score -4695258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -4695278.500000 Penalty: 5390.961426
	Iteration 58Q: 3 clusters Score -4695278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -4695300.000000 Penalty: 5390.961426
	Iteration 59Q: 3 clusters Score -4695300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -4695335.500000 Penalty: 5390.961426
	Iteration 60F: 3 clusters Score -4695336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -4695353.000000 Penalty: 5390.961426
	Iteration 61Q: 3 clusters Score -4695353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -4695389.000000 Penalty: 5390.961426
	Iteration 62Q: 3 clusters Score -4695389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -4695420.000000 Penalty: 5390.961426
	Iteration 63Q: 3 clusters Score -4695420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -4695441.000000 Penalty: 5390.961426
	Iteration 64Q: 3 clusters Score -4695441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -4695460.500000 Penalty: 5390.961426
	Iteration 65Q: 3 clusters Score -4695460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -4695475.000000 Penalty: 5390.961426
	Iteration 66Q: 3 clusters Score -4695475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -4695511.000000 Penalty: 5390.961426
	Iteration 67Q: 3 clusters Score -4695511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -4695531.000000 Penalty: 5390.961426
	Iteration 68Q: 3 clusters Score -4695531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -4695559.000000 Penalty: 5390.961426
	Iteration 69Q: 3 clusters Score -4695559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -4695585.000000 Penalty: 5390.961426
	Iteration 70Q: 3 clusters Score -4695585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -4695603.000000 Penalty: 5390.961426
	Iteration 71Q: 3 clusters Score -4695603 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -4695628.000000 Penalty: 5390.961426
	Iteration 72Q: 3 clusters Score -4695628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -4695631.500000 Penalty: 5390.961426
	Iteration 73Q: 3 clusters Score -4695632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -4695663.500000 Penalty: 5390.961426
	Iteration 74Q: 3 clusters Score -4695664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -4695682.500000 Penalty: 5390.961426
	Iteration 75Q: 3 clusters Score -4695682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -4695681.500000 Penalty: 5390.961426
	Iteration 76Q: 3 clusters Score -4695682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -4695684.500000 Penalty: 5390.961426
	Iteration 77Q: 3 clusters Score -4695684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -4695690.500000 Penalty: 5390.961426
	Iteration 78Q: 3 clusters Score -4695690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -4695694.500000 Penalty: 5390.961426
	Iteration 79Q: 3 clusters Score -4695694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -4695698.500000 Penalty: 5390.961426
	Iteration 80F: 3 clusters Score -4695698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -4695695.500000 Penalty: 5390.961426
	Iteration 81Q: 3 clusters Score -4695696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -4695694.000000 Penalty: 5390.961426
	Iteration 82Q: 3 clusters Score -4695694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -4695693.500000 Penalty: 5390.961426
	Iteration 83Q: 3 clusters Score -4695694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -4695706.000000 Penalty: 5390.961426
	Iteration 84Q: 3 clusters Score -4695706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -4695706.000000 Penalty: 5390.961426
	Iteration 85Q: 3 clusters Score -4695706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -4695703.500000 Penalty: 5390.961426
	Iteration 86Q: 3 clusters Score -4695704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -4695701.000000 Penalty: 5390.961426
	Iteration 87Q: 3 clusters Score -4695701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -4695700.000000 Penalty: 5390.961426
	Iteration 88Q: 3 clusters Score -4695700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -4695705.000000 Penalty: 5390.961426
	Iteration 89Q: 3 clusters Score -4695705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -4695705.500000 Penalty: 5390.961426
	Iteration 90Q: 3 clusters Score -4695706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -4695706.000000 Penalty: 5390.961426
	Iteration 91Q: 3 clusters Score -4695706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -4695705.000000 Penalty: 5390.961426
	Iteration 92Q: 3 clusters Score -4695705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -4695707.500000 Penalty: 5390.961426
	Iteration 93Q: 3 clusters Score -4695708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -4695703.000000 Penalty: 5390.961426
	Iteration 94Q: 3 clusters Score -4695703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -4695706.000000 Penalty: 5390.961426
	Iteration 95Q: 3 clusters Score -4695706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -4695706.500000 Penalty: 5390.961426
	Iteration 96Q: 3 clusters Score -4695706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -4695701.500000 Penalty: 5390.961426
	Iteration 97Q: 3 clusters Score -4695702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -4695708.000000 Penalty: 5390.961426
	Iteration 98Q: 3 clusters Score -4695708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -4695707.000000 Penalty: 5390.961426
	Iteration 99Q: 3 clusters Score -4695707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -4695705.500000 Penalty: 5390.961426
	Iteration 100F: 3 clusters Score -4695706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -4695706.500000 Penalty: 5390.961426
	Iteration 101Q: 3 clusters Score -4695706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -4695707.000000 Penalty: 5390.961426
	Iteration 102Q: 3 clusters Score -4695707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -4695707.000000 Penalty: 5390.961426
	Iteration 103Q: 3 clusters Score -4695707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -4695707.000000 Penalty: 5390.961426
	Iteration 104F: 3 clusters Score -4695707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -310581.625000 Penalty: 2042.829346
	Iteration 0F: 2 clusters Score -310581.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -306852.593750 Penalty: 4085.658691
	Iteration 0F: 3 clusters Score -306852.6 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -307799.937500 Penalty: 4085.658691
	Iteration 1F: 3 clusters Score -307799.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -308071.468750 Penalty: 4085.658691
	Iteration 2F: 3 clusters Score -308071.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -308272.250000 Penalty: 4085.658691
	Iteration 3F: 3 clusters Score -308272.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -308478.156250 Penalty: 4085.658691
	Iteration 4Q: 3 clusters Score -308478.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -308750.281250 Penalty: 4085.658691
	Iteration 5F: 3 clusters Score -308750.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -309096.843750 Penalty: 4085.658691
	Iteration 6F: 3 clusters Score -309096.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -309437.656250 Penalty: 4085.658691
	Iteration 7F: 3 clusters Score -309437.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -309636.687500 Penalty: 4085.658691
	Iteration 8Q: 3 clusters Score -309636.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -309740.312500 Penalty: 4085.658691
	Iteration 9Q: 3 clusters Score -309740.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -309793.875000 Penalty: 4085.658691
	Iteration 10Q: 3 clusters Score -309793.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -309829.093750 Penalty: 4085.658691
	Iteration 11Q: 3 clusters Score -309829.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -309854.218750 Penalty: 4085.658691
	Iteration 12Q: 3 clusters Score -309854.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -309868.875000 Penalty: 4085.658691
	Iteration 13Q: 3 clusters Score -309868.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -309877.812500 Penalty: 4085.658691
	Iteration 14Q: 3 clusters Score -309877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -309882.687500 Penalty: 4085.658691
	Iteration 15Q: 3 clusters Score -309882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -309888.937500 Penalty: 4085.658691
	Iteration 16Q: 3 clusters Score -309888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -309894.218750 Penalty: 4085.658691
	Iteration 17Q: 3 clusters Score -309894.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -309897.500000 Penalty: 4085.658691
	Iteration 18Q: 3 clusters Score -309897.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -309900.250000 Penalty: 4085.658691
	Iteration 19Q: 3 clusters Score -309900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -309903.968750 Penalty: 4085.658691
	Iteration 20F: 3 clusters Score -309904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -309907.562500 Penalty: 4085.658691
	Iteration 21Q: 3 clusters Score -309907.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -309910.000000 Penalty: 4085.658691
	Iteration 22Q: 3 clusters Score -309910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -309911.687500 Penalty: 4085.658691
	Iteration 23Q: 3 clusters Score -309911.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -309914.406250 Penalty: 4085.658691
	Iteration 24Q: 3 clusters Score -309914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -309916.312500 Penalty: 4085.658691
	Iteration 25Q: 3 clusters Score -309916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -309916.218750 Penalty: 4085.658691
	Iteration 26Q: 3 clusters Score -309916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -309915.937500 Penalty: 4085.658691
	Iteration 27Q: 3 clusters Score -309915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -309917.156250 Penalty: 4085.658691
	Iteration 28Q: 3 clusters Score -309917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -309917.156250 Penalty: 4085.658691
	Iteration 29F: 3 clusters Score -309917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -234965.812500 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -234965.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -231762.296875 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -231762.3 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -232403.625000 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -232403.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -232616.359375 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -232616.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -232771.171875 Penalty: 3953.487305
	Iteration 3F: 3 clusters Score -232771.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -232874.437500 Penalty: 3953.487305
	Iteration 4Q: 3 clusters Score -232874.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -232967.921875 Penalty: 3953.487305
	Iteration 5Q: 3 clusters Score -232967.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -233059.296875 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -233059.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -233124.625000 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -233124.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -233167.500000 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -233167.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -233199.390625 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -233199.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -233221.703125 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -233221.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -233237.078125 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -233237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -233249.187500 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -233249.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -233265.859375 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -233265.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -233281.218750 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -233281.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -233295.765625 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -233295.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -233311.390625 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -233311.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -233324.421875 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -233324.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -233334.031250 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -233334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -233341.484375 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -233341.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -233349.406250 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -233349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -233354.046875 Penalty: 3953.487305
	Iteration 21Q: 3 clusters Score -233354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -233359.250000 Penalty: 3953.487305
	Iteration 22Q: 3 clusters Score -233359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -233364.265625 Penalty: 3953.487305
	Iteration 23Q: 3 clusters Score -233364.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -233372.343750 Penalty: 3953.487305
	Iteration 24Q: 3 clusters Score -233372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -233377.875000 Penalty: 3953.487305
	Iteration 25Q: 3 clusters Score -233377.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -233383.218750 Penalty: 3953.487305
	Iteration 26Q: 3 clusters Score -233383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -233386.765625 Penalty: 3953.487305
	Iteration 27Q: 3 clusters Score -233386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -233388.109375 Penalty: 3953.487305
	Iteration 28Q: 3 clusters Score -233388.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -233389.484375 Penalty: 3953.487305
	Iteration 29Q: 3 clusters Score -233389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -233389.484375 Penalty: 3953.487305
	Iteration 30F: 3 clusters Score -233389.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Entering Unmasked Estep 
Score: -580451.437500 Penalty: 2192.320312
	Iteration 0F: 2 clusters Score -580451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -574696.812500 Penalty: 4384.640625
	Iteration 0F: 3 clusters Score -574696.8 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -576164.875000 Penalty: 4384.640625
	Iteration 1F: 3 clusters Score -576164.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -576394.187500 Penalty: 4384.640625
	Iteration 2F: 3 clusters Score -576394.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -576537.562500 Penalty: 4384.640625
	Iteration 3Q: 3 clusters Score -576537.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -576656.562500 Penalty: 4384.640625
	Iteration 4Q: 3 clusters Score -576656.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -576747.562500 Penalty: 4384.640625
	Iteration 5Q: 3 clusters Score -576747.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -576827.562500 Penalty: 4384.640625
	Iteration 6Q: 3 clusters Score -576827.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -576904.437500 Penalty: 4384.640625
	Iteration 7Q: 3 clusters Score -576904.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -576984.000000 Penalty: 4384.640625
	Iteration 8Q: 3 clusters Score -576984 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -577066.625000 Penalty: 4384.640625
	Iteration 9Q: 3 clusters Score -577066.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -577166.625000 Penalty: 4384.640625
	Iteration 10Q: 3 clusters Score -577166.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -577287.937500 Penalty: 4384.640625
	Iteration 11Q: 3 clusters Score -577287.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -577409.875000 Penalty: 4384.640625
	Iteration 12Q: 3 clusters Score -577409.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -577530.500000 Penalty: 4384.640625
	Iteration 13Q: 3 clusters Score -577530.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -577673.250000 Penalty: 4384.640625
	Iteration 14Q: 3 clusters Score -577673.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -577826.250000 Penalty: 4384.640625
	Iteration 15Q: 3 clusters Score -577826.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -578018.312500 Penalty: 4384.640625
	Iteration 16Q: 3 clusters Score -578018.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -578154.375000 Penalty: 4384.640625
	Iteration 17Q: 3 clusters Score -578154.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -578234.562500 Penalty: 4384.640625
	Iteration 18Q: 3 clusters Score -578234.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -578308.062500 Penalty: 4384.640625
	Iteration 19Q: 3 clusters Score -578308.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -578375.312500 Penalty: 4384.640625
	Iteration 20F: 3 clusters Score -578375.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -578409.375000 Penalty: 4384.640625
	Iteration 21Q: 3 clusters Score -578409.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -578431.375000 Penalty: 4384.640625
	Iteration 22Q: 3 clusters Score -578431.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -578447.625000 Penalty: 4384.640625
	Iteration 23Q: 3 clusters Score -578447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -578458.500000 Penalty: 4384.640625
	Iteration 24Q: 3 clusters Score -578458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -578467.562500 Penalty: 4384.640625
	Iteration 25Q: 3 clusters Score -578467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -578470.750000 Penalty: 4384.640625
	Iteration 26Q: 3 clusters Score -578470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -578472.937500 Penalty: 4384.640625
	Iteration 27Q: 3 clusters Score -578472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -578474.250000 Penalty: 4384.640625
	Iteration 28Q: 3 clusters Score -578474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -578474.187500 Penalty: 4384.640625
	Iteration 29Q: 3 clusters Score -578474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -578474.250000 Penalty: 4384.640625
	Iteration 30Q: 3 clusters Score -578474.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -578475.187500 Penalty: 4384.640625
	Iteration 31Q: 3 clusters Score -578475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -578476.375000 Penalty: 4384.640625
	Iteration 32Q: 3 clusters Score -578476.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -578476.375000 Penalty: 4384.640625
	Iteration 33F: 3 clusters Score -578476.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (102469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102469 members 
Entering Unmasked Estep 
Score: -8993517.000000 Penalty: 2861.254150
	Iteration 0F: 2 clusters Score -8993517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -8925101.000000 Penalty: 5722.508301
	Iteration 0F: 3 clusters Score -8925101 nChanged 48340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -8952955.000000 Penalty: 5722.508301
	Iteration 1F: 3 clusters Score -8952955 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -8954124.000000 Penalty: 5722.508301
	Iteration 2Q: 3 clusters Score -8954124 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -8955797.000000 Penalty: 5722.508301
	Iteration 3Q: 3 clusters Score -8955797 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -8958398.000000 Penalty: 5722.508301
	Iteration 4Q: 3 clusters Score -8958398 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -8962187.000000 Penalty: 5722.508301
	Iteration 5F: 3 clusters Score -8962187 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -8967609.000000 Penalty: 5722.508301
	Iteration 6F: 3 clusters Score -8967609 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -8974044.000000 Penalty: 5722.508301
	Iteration 7F: 3 clusters Score -8974044 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -8980342.000000 Penalty: 5722.508301
	Iteration 8F: 3 clusters Score -8980342 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -8984950.000000 Penalty: 5722.508301
	Iteration 9F: 3 clusters Score -8984950 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -8987823.000000 Penalty: 5722.508301
	Iteration 10Q: 3 clusters Score -8987823 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 100371 members 
Entering Unmasked Estep 
Score: -8989487.000000 Penalty: 5722.508301
	Iteration 11Q: 3 clusters Score -8989487 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 101313 members 
Entering Unmasked Estep 
Score: -8990267.000000 Penalty: 5722.508301
	Iteration 12Q: 3 clusters Score -8990267 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 101740 members 
Entering Unmasked Estep 
Score: -8990682.000000 Penalty: 5722.508301
	Iteration 13Q: 3 clusters Score -8990682 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -8990871.000000 Penalty: 5722.508301
	Iteration 14Q: 3 clusters Score -8990871 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -8990957.000000 Penalty: 5722.508301
	Iteration 15Q: 3 clusters Score -8990957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -8991005.000000 Penalty: 5722.508301
	Iteration 16Q: 3 clusters Score -8991005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -8991039.000000 Penalty: 5722.508301
	Iteration 17Q: 3 clusters Score -8991039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -8991061.000000 Penalty: 5722.508301
	Iteration 18Q: 3 clusters Score -8991061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -8991076.000000 Penalty: 5722.508301
	Iteration 19Q: 3 clusters Score -8991076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -8991075.000000 Penalty: 5722.508301
	Iteration 20F: 3 clusters Score -8991075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -8991095.000000 Penalty: 5722.508301
	Iteration 21Q: 3 clusters Score -8991095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -8991101.000000 Penalty: 5722.508301
	Iteration 22Q: 3 clusters Score -8991101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -8991102.000000 Penalty: 5722.508301
	Iteration 23Q: 3 clusters Score -8991102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -8991101.000000 Penalty: 5722.508301
	Iteration 24Q: 3 clusters Score -8991101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -8991109.000000 Penalty: 5722.508301
	Iteration 25Q: 3 clusters Score -8991109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -8991108.000000 Penalty: 5722.508301
	Iteration 26Q: 3 clusters Score -8991108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102109 members 
Entering Unmasked Estep 
Score: -8991108.000000 Penalty: 5722.508301
	Iteration 27F: 3 clusters Score -8991108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Entering Unmasked Estep 
Score: -1013711.000000 Penalty: 2340.750732
	Iteration 0F: 2 clusters Score -1013711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1004382.000000 Penalty: 4681.501465
	Iteration 0F: 3 clusters Score -1004382 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1007388.312500 Penalty: 4681.501465
	Iteration 1F: 3 clusters Score -1007388 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1007985.250000 Penalty: 4681.501465
	Iteration 2F: 3 clusters Score -1007985 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1008641.687500 Penalty: 4681.501465
	Iteration 3F: 3 clusters Score -1008642 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1009351.562500 Penalty: 4681.501465
	Iteration 4F: 3 clusters Score -1009352 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1010033.812500 Penalty: 4681.501465
	Iteration 5F: 3 clusters Score -1010034 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1010590.625000 Penalty: 4681.501465
	Iteration 6F: 3 clusters Score -1010591 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1010999.562500 Penalty: 4681.501465
	Iteration 7F: 3 clusters Score -1011000 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1011284.125000 Penalty: 4681.501465
	Iteration 8Q: 3 clusters Score -1011284 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1011477.125000 Penalty: 4681.501465
	Iteration 9Q: 3 clusters Score -1011477 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1011620.375000 Penalty: 4681.501465
	Iteration 10Q: 3 clusters Score -1011620 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1011749.500000 Penalty: 4681.501465
	Iteration 11Q: 3 clusters Score -1011750 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1011867.750000 Penalty: 4681.501465
	Iteration 12Q: 3 clusters Score -1011868 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1011959.375000 Penalty: 4681.501465
	Iteration 13Q: 3 clusters Score -1011959 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1012019.687500 Penalty: 4681.501465
	Iteration 14Q: 3 clusters Score -1012020 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1012066.500000 Penalty: 4681.501465
	Iteration 15Q: 3 clusters Score -1012066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1012116.500000 Penalty: 4681.501465
	Iteration 16Q: 3 clusters Score -1012116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1012171.937500 Penalty: 4681.501465
	Iteration 17Q: 3 clusters Score -1012172 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1012226.250000 Penalty: 4681.501465
	Iteration 18Q: 3 clusters Score -1012226 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1012314.687500 Penalty: 4681.501465
	Iteration 19Q: 3 clusters Score -1012315 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1012484.500000 Penalty: 4681.501465
	Iteration 20F: 3 clusters Score -1012484 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1012699.812500 Penalty: 4681.501465
	Iteration 21Q: 3 clusters Score -1012700 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1012889.562500 Penalty: 4681.501465
	Iteration 22Q: 3 clusters Score -1012890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1012986.250000 Penalty: 4681.501465
	Iteration 23Q: 3 clusters Score -1012986 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1013042.000000 Penalty: 4681.501465
	Iteration 24Q: 3 clusters Score -1013042 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1013064.625000 Penalty: 4681.501465
	Iteration 25Q: 3 clusters Score -1013065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1013079.187500 Penalty: 4681.501465
	Iteration 26Q: 3 clusters Score -1013079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1013092.062500 Penalty: 4681.501465
	Iteration 27Q: 3 clusters Score -1013092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1013105.750000 Penalty: 4681.501465
	Iteration 28Q: 3 clusters Score -1013106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1013122.125000 Penalty: 4681.501465
	Iteration 29Q: 3 clusters Score -1013122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1013146.375000 Penalty: 4681.501465
	Iteration 30Q: 3 clusters Score -1013146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1013170.187500 Penalty: 4681.501465
	Iteration 31Q: 3 clusters Score -1013170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1013200.937500 Penalty: 4681.501465
	Iteration 32Q: 3 clusters Score -1013201 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1013239.250000 Penalty: 4681.501465
	Iteration 33Q: 3 clusters Score -1013239 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1013280.812500 Penalty: 4681.501465
	Iteration 34Q: 3 clusters Score -1013281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1013314.125000 Penalty: 4681.501465
	Iteration 35Q: 3 clusters Score -1013314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1013331.812500 Penalty: 4681.501465
	Iteration 36Q: 3 clusters Score -1013332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1013345.500000 Penalty: 4681.501465
	Iteration 37Q: 3 clusters Score -1013346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1013352.375000 Penalty: 4681.501465
	Iteration 38Q: 3 clusters Score -1013352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1013359.250000 Penalty: 4681.501465
	Iteration 39Q: 3 clusters Score -1013359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1013370.000000 Penalty: 4681.501465
	Iteration 40F: 3 clusters Score -1013370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1013378.625000 Penalty: 4681.501465
	Iteration 41Q: 3 clusters Score -1013379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1013380.125000 Penalty: 4681.501465
	Iteration 42Q: 3 clusters Score -1013380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1013384.937500 Penalty: 4681.501465
	Iteration 43Q: 3 clusters Score -1013385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1013397.187500 Penalty: 4681.501465
	Iteration 44Q: 3 clusters Score -1013397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1013406.625000 Penalty: 4681.501465
	Iteration 45Q: 3 clusters Score -1013407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1013410.375000 Penalty: 4681.501465
	Iteration 46Q: 3 clusters Score -1013410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1013415.125000 Penalty: 4681.501465
	Iteration 47Q: 3 clusters Score -1013415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1013420.812500 Penalty: 4681.501465
	Iteration 48Q: 3 clusters Score -1013421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1013423.500000 Penalty: 4681.501465
	Iteration 49Q: 3 clusters Score -1013424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1013425.937500 Penalty: 4681.501465
	Iteration 50Q: 3 clusters Score -1013426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1013432.375000 Penalty: 4681.501465
	Iteration 51Q: 3 clusters Score -1013432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1013433.625000 Penalty: 4681.501465
	Iteration 52Q: 3 clusters Score -1013434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1013439.875000 Penalty: 4681.501465
	Iteration 53Q: 3 clusters Score -1013440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1013445.625000 Penalty: 4681.501465
	Iteration 54Q: 3 clusters Score -1013446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1013454.625000 Penalty: 4681.501465
	Iteration 55Q: 3 clusters Score -1013455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1013462.937500 Penalty: 4681.501465
	Iteration 56Q: 3 clusters Score -1013463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1013469.750000 Penalty: 4681.501465
	Iteration 57Q: 3 clusters Score -1013470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1013478.875000 Penalty: 4681.501465
	Iteration 58Q: 3 clusters Score -1013479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1013486.500000 Penalty: 4681.501465
	Iteration 59Q: 3 clusters Score -1013486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1013490.687500 Penalty: 4681.501465
	Iteration 60F: 3 clusters Score -1013491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1013497.625000 Penalty: 4681.501465
	Iteration 61Q: 3 clusters Score -1013498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1013505.750000 Penalty: 4681.501465
	Iteration 62Q: 3 clusters Score -1013506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1013513.562500 Penalty: 4681.501465
	Iteration 63Q: 3 clusters Score -1013514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1013521.125000 Penalty: 4681.501465
	Iteration 64Q: 3 clusters Score -1013521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1013530.687500 Penalty: 4681.501465
	Iteration 65Q: 3 clusters Score -1013531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1013541.312500 Penalty: 4681.501465
	Iteration 66Q: 3 clusters Score -1013541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1013556.000000 Penalty: 4681.501465
	Iteration 67Q: 3 clusters Score -1013556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1013566.625000 Penalty: 4681.501465
	Iteration 68Q: 3 clusters Score -1013567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1013579.875000 Penalty: 4681.501465
	Iteration 69Q: 3 clusters Score -1013580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1013595.312500 Penalty: 4681.501465
	Iteration 70Q: 3 clusters Score -1013595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1013603.250000 Penalty: 4681.501465
	Iteration 71Q: 3 clusters Score -1013603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1013615.000000 Penalty: 4681.501465
	Iteration 72Q: 3 clusters Score -1013615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1013631.312500 Penalty: 4681.501465
	Iteration 73Q: 3 clusters Score -1013631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1013642.625000 Penalty: 4681.501465
	Iteration 74Q: 3 clusters Score -1013643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1013663.625000 Penalty: 4681.501465
	Iteration 75Q: 3 clusters Score -1013664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1013676.687500 Penalty: 4681.501465
	Iteration 76Q: 3 clusters Score -1013677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1013690.187500 Penalty: 4681.501465
	Iteration 77Q: 3 clusters Score -1013690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1013698.250000 Penalty: 4681.501465
	Iteration 78Q: 3 clusters Score -1013698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1013702.437500 Penalty: 4681.501465
	Iteration 79Q: 3 clusters Score -1013702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1013712.250000 Penalty: 4681.501465
	Iteration 80F: 3 clusters Score -1013712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1013715.687500 Penalty: 4681.501465
	Iteration 81Q: 3 clusters Score -1013716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1013724.250000 Penalty: 4681.501465
	Iteration 82Q: 3 clusters Score -1013724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1013722.375000 Penalty: 4681.501465
	Iteration 83Q: 3 clusters Score -1013722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1013725.937500 Penalty: 4681.501465
	Iteration 84Q: 3 clusters Score -1013726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1013727.500000 Penalty: 4681.501465
	Iteration 85Q: 3 clusters Score -1013728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1013731.125000 Penalty: 4681.501465
	Iteration 86Q: 3 clusters Score -1013731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1013734.437500 Penalty: 4681.501465
	Iteration 87Q: 3 clusters Score -1013734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1013735.500000 Penalty: 4681.501465
	Iteration 88Q: 3 clusters Score -1013736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1013738.125000 Penalty: 4681.501465
	Iteration 89Q: 3 clusters Score -1013738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1013745.312500 Penalty: 4681.501465
	Iteration 90Q: 3 clusters Score -1013745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1013751.500000 Penalty: 4681.501465
	Iteration 91Q: 3 clusters Score -1013752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1013760.312500 Penalty: 4681.501465
	Iteration 92Q: 3 clusters Score -1013760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1013768.437500 Penalty: 4681.501465
	Iteration 93Q: 3 clusters Score -1013768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1013773.250000 Penalty: 4681.501465
	Iteration 94Q: 3 clusters Score -1013773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1013785.812500 Penalty: 4681.501465
	Iteration 95Q: 3 clusters Score -1013786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1013792.500000 Penalty: 4681.501465
	Iteration 96Q: 3 clusters Score -1013792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1013797.937500 Penalty: 4681.501465
	Iteration 97Q: 3 clusters Score -1013798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1013805.062500 Penalty: 4681.501465
	Iteration 98Q: 3 clusters Score -1013805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1013811.062500 Penalty: 4681.501465
	Iteration 99Q: 3 clusters Score -1013811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1013815.125000 Penalty: 4681.501465
	Iteration 100F: 3 clusters Score -1013815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1013819.812500 Penalty: 4681.501465
	Iteration 101Q: 3 clusters Score -1013820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1013824.062500 Penalty: 4681.501465
	Iteration 102Q: 3 clusters Score -1013824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1013825.187500 Penalty: 4681.501465
	Iteration 103Q: 3 clusters Score -1013825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1013825.187500 Penalty: 4681.501465
	Iteration 104Q: 3 clusters Score -1013825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1013826.875000 Penalty: 4681.501465
	Iteration 105Q: 3 clusters Score -1013827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1013830.625000 Penalty: 4681.501465
	Iteration 106Q: 3 clusters Score -1013831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1013833.187500 Penalty: 4681.501465
	Iteration 107Q: 3 clusters Score -1013833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1013834.437500 Penalty: 4681.501465
	Iteration 108Q: 3 clusters Score -1013834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1013835.562500 Penalty: 4681.501465
	Iteration 109Q: 3 clusters Score -1013836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1013837.750000 Penalty: 4681.501465
	Iteration 110Q: 3 clusters Score -1013838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1013837.562500 Penalty: 4681.501465
	Iteration 111Q: 3 clusters Score -1013838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1013843.625000 Penalty: 4681.501465
	Iteration 112Q: 3 clusters Score -1013844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1013842.500000 Penalty: 4681.501465
	Iteration 113Q: 3 clusters Score -1013842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1013849.000000 Penalty: 4681.501465
	Iteration 114Q: 3 clusters Score -1013849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1013849.312500 Penalty: 4681.501465
	Iteration 115Q: 3 clusters Score -1013849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1013854.562500 Penalty: 4681.501465
	Iteration 116Q: 3 clusters Score -1013855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1013858.937500 Penalty: 4681.501465
	Iteration 117Q: 3 clusters Score -1013859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1013859.375000 Penalty: 4681.501465
	Iteration 118Q: 3 clusters Score -1013859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1013861.625000 Penalty: 4681.501465
	Iteration 119Q: 3 clusters Score -1013862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1013860.562500 Penalty: 4681.501465
	Iteration 120F: 3 clusters Score -1013861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1013860.687500 Penalty: 4681.501465
	Iteration 121Q: 3 clusters Score -1013861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1013863.500000 Penalty: 4681.501465
	Iteration 122Q: 3 clusters Score -1013864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1013867.625000 Penalty: 4681.501465
	Iteration 123Q: 3 clusters Score -1013868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1013866.375000 Penalty: 4681.501465
	Iteration 124Q: 3 clusters Score -1013866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1013869.687500 Penalty: 4681.501465
	Iteration 125Q: 3 clusters Score -1013870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1013871.750000 Penalty: 4681.501465
	Iteration 126Q: 3 clusters Score -1013872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1013871.750000 Penalty: 4681.501465
	Iteration 127Q: 3 clusters Score -1013872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1013875.062500 Penalty: 4681.501465
	Iteration 128Q: 3 clusters Score -1013875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1013875.937500 Penalty: 4681.501465
	Iteration 129Q: 3 clusters Score -1013876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1013875.750000 Penalty: 4681.501465
	Iteration 130Q: 3 clusters Score -1013876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1013876.562500 Penalty: 4681.501465
	Iteration 131Q: 3 clusters Score -1013877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1013879.562500 Penalty: 4681.501465
	Iteration 132Q: 3 clusters Score -1013880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1013879.125000 Penalty: 4681.501465
	Iteration 133Q: 3 clusters Score -1013879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1013880.125000 Penalty: 4681.501465
	Iteration 134Q: 3 clusters Score -1013880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1013880.125000 Penalty: 4681.501465
	Iteration 135F: 3 clusters Score -1013880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102469 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330147 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 6939 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 58218 members 
Mstep: Class 37 contains 4111 members 
Mstep: Class 38 contains 8113 members 
Entering Unmasked Estep 
Score: -113009520.000000 Penalty: 132890.187500
Splitting cluster 22 changes total score from -113010872.000000 to -113009520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -907458.437500 Penalty: 2293.198730
	Iteration 0F: 2 clusters Score -907458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -899561.312500 Penalty: 4586.397461
	Iteration 0F: 3 clusters Score -899561.3 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -901831.625000 Penalty: 4586.397461
	Iteration 1F: 3 clusters Score -901831.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -902187.750000 Penalty: 4586.397461
	Iteration 2F: 3 clusters Score -902187.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -902504.250000 Penalty: 4586.397461
	Iteration 3F: 3 clusters Score -902504.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -902807.500000 Penalty: 4586.397461
	Iteration 4F: 3 clusters Score -902807.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -903123.500000 Penalty: 4586.397461
	Iteration 5F: 3 clusters Score -903123.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -903429.375000 Penalty: 4586.397461
	Iteration 6F: 3 clusters Score -903429.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -903689.812500 Penalty: 4586.397461
	Iteration 7Q: 3 clusters Score -903689.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -903897.375000 Penalty: 4586.397461
	Iteration 8Q: 3 clusters Score -903897.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -904073.750000 Penalty: 4586.397461
	Iteration 9Q: 3 clusters Score -904073.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -904225.937500 Penalty: 4586.397461
	Iteration 10Q: 3 clusters Score -904225.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -904378.875000 Penalty: 4586.397461
	Iteration 11Q: 3 clusters Score -904378.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -904537.437500 Penalty: 4586.397461
	Iteration 12Q: 3 clusters Score -904537.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -904668.562500 Penalty: 4586.397461
	Iteration 13Q: 3 clusters Score -904668.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -904776.687500 Penalty: 4586.397461
	Iteration 14Q: 3 clusters Score -904776.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -904902.812500 Penalty: 4586.397461
	Iteration 15Q: 3 clusters Score -904902.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -905009.625000 Penalty: 4586.397461
	Iteration 16Q: 3 clusters Score -905009.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -905116.500000 Penalty: 4586.397461
	Iteration 17Q: 3 clusters Score -905116.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -905218.562500 Penalty: 4586.397461
	Iteration 18Q: 3 clusters Score -905218.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -905305.687500 Penalty: 4586.397461
	Iteration 19Q: 3 clusters Score -905305.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -905371.875000 Penalty: 4586.397461
	Iteration 20F: 3 clusters Score -905371.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -905417.125000 Penalty: 4586.397461
	Iteration 21Q: 3 clusters Score -905417.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -905457.312500 Penalty: 4586.397461
	Iteration 22Q: 3 clusters Score -905457.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -905488.625000 Penalty: 4586.397461
	Iteration 23Q: 3 clusters Score -905488.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -905527.562500 Penalty: 4586.397461
	Iteration 24Q: 3 clusters Score -905527.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -905561.812500 Penalty: 4586.397461
	Iteration 25Q: 3 clusters Score -905561.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -905594.062500 Penalty: 4586.397461
	Iteration 26Q: 3 clusters Score -905594.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -905611.812500 Penalty: 4586.397461
	Iteration 27Q: 3 clusters Score -905611.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -905632.750000 Penalty: 4586.397461
	Iteration 28Q: 3 clusters Score -905632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -905639.562500 Penalty: 4586.397461
	Iteration 29Q: 3 clusters Score -905639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -905645.750000 Penalty: 4586.397461
	Iteration 30Q: 3 clusters Score -905645.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -905650.312500 Penalty: 4586.397461
	Iteration 31Q: 3 clusters Score -905650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -905656.062500 Penalty: 4586.397461
	Iteration 32Q: 3 clusters Score -905656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -905659.875000 Penalty: 4586.397461
	Iteration 33Q: 3 clusters Score -905659.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -905661.625000 Penalty: 4586.397461
	Iteration 34Q: 3 clusters Score -905661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -905663.062500 Penalty: 4586.397461
	Iteration 35Q: 3 clusters Score -905663.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -905664.562500 Penalty: 4586.397461
	Iteration 36Q: 3 clusters Score -905664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -905667.500000 Penalty: 4586.397461
	Iteration 37Q: 3 clusters Score -905667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -905668.500000 Penalty: 4586.397461
	Iteration 38Q: 3 clusters Score -905668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -905667.562500 Penalty: 4586.397461
	Iteration 39Q: 3 clusters Score -905667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -905669.250000 Penalty: 4586.397461
	Iteration 40F: 3 clusters Score -905669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -905672.312500 Penalty: 4586.397461
	Iteration 41Q: 3 clusters Score -905672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -905672.437500 Penalty: 4586.397461
	Iteration 42Q: 3 clusters Score -905672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -905674.937500 Penalty: 4586.397461
	Iteration 43Q: 3 clusters Score -905674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -905674.937500 Penalty: 4586.397461
	Iteration 44F: 3 clusters Score -905674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Entering Unmasked Estep 
Score: -420466.500000 Penalty: 2164.408691
	Iteration 0F: 2 clusters Score -420466.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -415304.343750 Penalty: 4328.817383
	Iteration 0F: 3 clusters Score -415304.3 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -417097.937500 Penalty: 4328.817383
	Iteration 1F: 3 clusters Score -417097.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -417837.812500 Penalty: 4328.817383
	Iteration 2F: 3 clusters Score -417837.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -418463.468750 Penalty: 4328.817383
	Iteration 3F: 3 clusters Score -418463.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -418910.093750 Penalty: 4328.817383
	Iteration 4F: 3 clusters Score -418910.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -419187.468750 Penalty: 4328.817383
	Iteration 5F: 3 clusters Score -419187.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -419356.281250 Penalty: 4328.817383
	Iteration 6Q: 3 clusters Score -419356.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -419452.312500 Penalty: 4328.817383
	Iteration 7Q: 3 clusters Score -419452.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -419502.125000 Penalty: 4328.817383
	Iteration 8Q: 3 clusters Score -419502.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -419537.031250 Penalty: 4328.817383
	Iteration 9Q: 3 clusters Score -419537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -419564.187500 Penalty: 4328.817383
	Iteration 10Q: 3 clusters Score -419564.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -419591.218750 Penalty: 4328.817383
	Iteration 11Q: 3 clusters Score -419591.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -419613.187500 Penalty: 4328.817383
	Iteration 12Q: 3 clusters Score -419613.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -419628.125000 Penalty: 4328.817383
	Iteration 13Q: 3 clusters Score -419628.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -419639.156250 Penalty: 4328.817383
	Iteration 14Q: 3 clusters Score -419639.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -419650.312500 Penalty: 4328.817383
	Iteration 15Q: 3 clusters Score -419650.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -419660.000000 Penalty: 4328.817383
	Iteration 16Q: 3 clusters Score -419660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -419671.875000 Penalty: 4328.817383
	Iteration 17Q: 3 clusters Score -419671.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -419683.593750 Penalty: 4328.817383
	Iteration 18Q: 3 clusters Score -419683.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -419699.687500 Penalty: 4328.817383
	Iteration 19Q: 3 clusters Score -419699.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -419716.562500 Penalty: 4328.817383
	Iteration 20F: 3 clusters Score -419716.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -419734.781250 Penalty: 4328.817383
	Iteration 21Q: 3 clusters Score -419734.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -419756.218750 Penalty: 4328.817383
	Iteration 22Q: 3 clusters Score -419756.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -419774.781250 Penalty: 4328.817383
	Iteration 23Q: 3 clusters Score -419774.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -419787.937500 Penalty: 4328.817383
	Iteration 24Q: 3 clusters Score -419787.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -419805.156250 Penalty: 4328.817383
	Iteration 25Q: 3 clusters Score -419805.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -419822.281250 Penalty: 4328.817383
	Iteration 26Q: 3 clusters Score -419822.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -419844.375000 Penalty: 4328.817383
	Iteration 27Q: 3 clusters Score -419844.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -419870.593750 Penalty: 4328.817383
	Iteration 28Q: 3 clusters Score -419870.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -419892.437500 Penalty: 4328.817383
	Iteration 29Q: 3 clusters Score -419892.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -419913.562500 Penalty: 4328.817383
	Iteration 30Q: 3 clusters Score -419913.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -419936.968750 Penalty: 4328.817383
	Iteration 31Q: 3 clusters Score -419937 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -419950.468750 Penalty: 4328.817383
	Iteration 32Q: 3 clusters Score -419950.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -419960.625000 Penalty: 4328.817383
	Iteration 33Q: 3 clusters Score -419960.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -419973.656250 Penalty: 4328.817383
	Iteration 34Q: 3 clusters Score -419973.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -419984.531250 Penalty: 4328.817383
	Iteration 35Q: 3 clusters Score -419984.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -419995.718750 Penalty: 4328.817383
	Iteration 36Q: 3 clusters Score -419995.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -420001.468750 Penalty: 4328.817383
	Iteration 37Q: 3 clusters Score -420001.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -420006.062500 Penalty: 4328.817383
	Iteration 38Q: 3 clusters Score -420006.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -420008.625000 Penalty: 4328.817383
	Iteration 39Q: 3 clusters Score -420008.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -420012.593750 Penalty: 4328.817383
	Iteration 40F: 3 clusters Score -420012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -420014.156250 Penalty: 4328.817383
	Iteration 41Q: 3 clusters Score -420014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -420015.156250 Penalty: 4328.817383
	Iteration 42Q: 3 clusters Score -420015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -420018.187500 Penalty: 4328.817383
	Iteration 43Q: 3 clusters Score -420018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -420019.343750 Penalty: 4328.817383
	Iteration 44Q: 3 clusters Score -420019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -420020.187500 Penalty: 4328.817383
	Iteration 45Q: 3 clusters Score -420020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -420020.156250 Penalty: 4328.817383
	Iteration 46Q: 3 clusters Score -420020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -420020.500000 Penalty: 4328.817383
	Iteration 47Q: 3 clusters Score -420020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -420021.125000 Penalty: 4328.817383
	Iteration 48Q: 3 clusters Score -420021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -420020.875000 Penalty: 4328.817383
	Iteration 49Q: 3 clusters Score -420020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -420020.875000 Penalty: 4328.817383
	Iteration 50F: 3 clusters Score -420020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (330147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330147 members 
Entering Unmasked Estep 
Score: -29143600.000000 Penalty: 3151.408691
	Iteration 0F: 2 clusters Score -2.91436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -28922074.000000 Penalty: 6302.817383
	Iteration 0F: 3 clusters Score -2.892207e+07 nChanged 159914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169774 members 
Mstep: Class 2 contains 160373 members 
Entering Unmasked Estep 
Score: -29015852.000000 Penalty: 6302.817383
	Iteration 1F: 3 clusters Score -2.901585e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172720 members 
Mstep: Class 2 contains 157427 members 
Entering Unmasked Estep 
Score: -29017152.000000 Penalty: 6302.817383
	Iteration 2Q: 3 clusters Score -2.901715e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177384 members 
Mstep: Class 2 contains 152763 members 
Entering Unmasked Estep 
Score: -29019136.000000 Penalty: 6302.817383
	Iteration 3Q: 3 clusters Score -2.901914e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184481 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
Score: -29021938.000000 Penalty: 6302.817383
	Iteration 4Q: 3 clusters Score -2.902194e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195466 members 
Mstep: Class 2 contains 134681 members 
Entering Unmasked Estep 
Score: -29026868.000000 Penalty: 6302.817383
	Iteration 5Q: 3 clusters Score -2.902687e+07 nChanged 16877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211675 members 
Mstep: Class 2 contains 118472 members 
Entering Unmasked Estep 
Score: -29035986.000000 Penalty: 6302.817383
	Iteration 6F: 3 clusters Score -2.903599e+07 nChanged 22775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234226 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -29051934.000000 Penalty: 6302.817383
	Iteration 7F: 3 clusters Score -2.905193e+07 nChanged 28198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262364 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -29076440.000000 Penalty: 6302.817383
	Iteration 8F: 3 clusters Score -2.907644e+07 nChanged 28701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291061 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -29103898.000000 Penalty: 6302.817383
	Iteration 9F: 3 clusters Score -2.91039e+07 nChanged 21834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312895 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -29124912.000000 Penalty: 6302.817383
	Iteration 10F: 3 clusters Score -2.912491e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324293 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -29135422.000000 Penalty: 6302.817383
	Iteration 11Q: 3 clusters Score -2.913542e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328404 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -29139174.000000 Penalty: 6302.817383
	Iteration 12Q: 3 clusters Score -2.913917e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329556 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -29140348.000000 Penalty: 6302.817383
	Iteration 13Q: 3 clusters Score -2.914035e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329827 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29140698.000000 Penalty: 6302.817383
	Iteration 14Q: 3 clusters Score -2.91407e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329881 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -29140784.000000 Penalty: 6302.817383
	Iteration 15Q: 3 clusters Score -2.914078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329900 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29140818.000000 Penalty: 6302.817383
	Iteration 16Q: 3 clusters Score -2.914082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329906 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -29140858.000000 Penalty: 6302.817383
	Iteration 17Q: 3 clusters Score -2.914086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329909 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29140898.000000 Penalty: 6302.817383
	Iteration 18Q: 3 clusters Score -2.91409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329909 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29140920.000000 Penalty: 6302.817383
	Iteration 19Q: 3 clusters Score -2.914092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329911 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -29140932.000000 Penalty: 6302.817383
	Iteration 20F: 3 clusters Score -2.914093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329909 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29140926.000000 Penalty: 6302.817383
	Iteration 21Q: 3 clusters Score -2.914093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329909 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29140940.000000 Penalty: 6302.817383
	Iteration 22Q: 3 clusters Score -2.914094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329908 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29140920.000000 Penalty: 6302.817383
	Iteration 23Q: 3 clusters Score -2.914092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329908 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29140920.000000 Penalty: 6302.817383
	Iteration 24F: 3 clusters Score -2.914092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Entering Unmasked Estep 
Score: -787892.187500 Penalty: 2270.790283
	Iteration 0F: 2 clusters Score -787892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -780584.000000 Penalty: 4541.580566
	Iteration 0F: 3 clusters Score -780584 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -782700.500000 Penalty: 4541.580566
	Iteration 1F: 3 clusters Score -782700.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -783014.812500 Penalty: 4541.580566
	Iteration 2F: 3 clusters Score -783014.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -783288.437500 Penalty: 4541.580566
	Iteration 3F: 3 clusters Score -783288.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -783522.000000 Penalty: 4541.580566
	Iteration 4Q: 3 clusters Score -783522 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -783763.375000 Penalty: 4541.580566
	Iteration 5Q: 3 clusters Score -783763.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -784028.812500 Penalty: 4541.580566
	Iteration 6Q: 3 clusters Score -784028.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -784294.687500 Penalty: 4541.580566
	Iteration 7Q: 3 clusters Score -784294.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -784544.375000 Penalty: 4541.580566
	Iteration 8Q: 3 clusters Score -784544.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -784769.250000 Penalty: 4541.580566
	Iteration 9Q: 3 clusters Score -784769.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -784962.000000 Penalty: 4541.580566
	Iteration 10Q: 3 clusters Score -784962 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -785130.875000 Penalty: 4541.580566
	Iteration 11Q: 3 clusters Score -785130.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -785293.875000 Penalty: 4541.580566
	Iteration 12Q: 3 clusters Score -785293.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -785415.125000 Penalty: 4541.580566
	Iteration 13Q: 3 clusters Score -785415.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -785507.375000 Penalty: 4541.580566
	Iteration 14Q: 3 clusters Score -785507.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -785591.250000 Penalty: 4541.580566
	Iteration 15Q: 3 clusters Score -785591.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -785671.250000 Penalty: 4541.580566
	Iteration 16Q: 3 clusters Score -785671.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -785727.625000 Penalty: 4541.580566
	Iteration 17Q: 3 clusters Score -785727.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -785792.750000 Penalty: 4541.580566
	Iteration 18Q: 3 clusters Score -785792.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -785858.875000 Penalty: 4541.580566
	Iteration 19Q: 3 clusters Score -785858.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -785899.562500 Penalty: 4541.580566
	Iteration 20F: 3 clusters Score -785899.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -785927.812500 Penalty: 4541.580566
	Iteration 21Q: 3 clusters Score -785927.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -785960.125000 Penalty: 4541.580566
	Iteration 22Q: 3 clusters Score -785960.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -785979.375000 Penalty: 4541.580566
	Iteration 23Q: 3 clusters Score -785979.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -786000.187500 Penalty: 4541.580566
	Iteration 24Q: 3 clusters Score -786000.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -786017.187500 Penalty: 4541.580566
	Iteration 25Q: 3 clusters Score -786017.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -786027.562500 Penalty: 4541.580566
	Iteration 26Q: 3 clusters Score -786027.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -786038.250000 Penalty: 4541.580566
	Iteration 27Q: 3 clusters Score -786038.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -786047.625000 Penalty: 4541.580566
	Iteration 28Q: 3 clusters Score -786047.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -786055.187500 Penalty: 4541.580566
	Iteration 29Q: 3 clusters Score -786055.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -786060.500000 Penalty: 4541.580566
	Iteration 30Q: 3 clusters Score -786060.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -786062.187500 Penalty: 4541.580566
	Iteration 31Q: 3 clusters Score -786062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -786064.187500 Penalty: 4541.580566
	Iteration 32Q: 3 clusters Score -786064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -786063.937500 Penalty: 4541.580566
	Iteration 33Q: 3 clusters Score -786063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -786066.312500 Penalty: 4541.580566
	Iteration 34Q: 3 clusters Score -786066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -786067.000000 Penalty: 4541.580566
	Iteration 35Q: 3 clusters Score -786067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -786068.062500 Penalty: 4541.580566
	Iteration 36Q: 3 clusters Score -786068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -786069.062500 Penalty: 4541.580566
	Iteration 37Q: 3 clusters Score -786069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -786069.437500 Penalty: 4541.580566
	Iteration 38Q: 3 clusters Score -786069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -786070.062500 Penalty: 4541.580566
	Iteration 39Q: 3 clusters Score -786070.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -786072.500000 Penalty: 4541.580566
	Iteration 40F: 3 clusters Score -786072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -786072.250000 Penalty: 4541.580566
	Iteration 41Q: 3 clusters Score -786072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -786073.875000 Penalty: 4541.580566
	Iteration 42Q: 3 clusters Score -786073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -786072.375000 Penalty: 4541.580566
	Iteration 43Q: 3 clusters Score -786072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -786074.125000 Penalty: 4541.580566
	Iteration 44Q: 3 clusters Score -786074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -786073.562500 Penalty: 4541.580566
	Iteration 45Q: 3 clusters Score -786073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -786072.125000 Penalty: 4541.580566
	Iteration 46Q: 3 clusters Score -786072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -786075.062500 Penalty: 4541.580566
	Iteration 47Q: 3 clusters Score -786075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -786077.687500 Penalty: 4541.580566
	Iteration 48Q: 3 clusters Score -786077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -786079.250000 Penalty: 4541.580566
	Iteration 49Q: 3 clusters Score -786079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -786085.312500 Penalty: 4541.580566
	Iteration 50Q: 3 clusters Score -786085.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -786087.125000 Penalty: 4541.580566
	Iteration 51Q: 3 clusters Score -786087.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -786092.937500 Penalty: 4541.580566
	Iteration 52Q: 3 clusters Score -786092.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -786096.437500 Penalty: 4541.580566
	Iteration 53Q: 3 clusters Score -786096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -786098.375000 Penalty: 4541.580566
	Iteration 54Q: 3 clusters Score -786098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -786100.687500 Penalty: 4541.580566
	Iteration 55Q: 3 clusters Score -786100.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -786105.250000 Penalty: 4541.580566
	Iteration 56Q: 3 clusters Score -786105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -786111.437500 Penalty: 4541.580566
	Iteration 57Q: 3 clusters Score -786111.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -786111.812500 Penalty: 4541.580566
	Iteration 58Q: 3 clusters Score -786111.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -786117.000000 Penalty: 4541.580566
	Iteration 59Q: 3 clusters Score -786117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -786118.125000 Penalty: 4541.580566
	Iteration 60F: 3 clusters Score -786118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -786117.812500 Penalty: 4541.580566
	Iteration 61Q: 3 clusters Score -786117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -786119.812500 Penalty: 4541.580566
	Iteration 62Q: 3 clusters Score -786119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -786120.625000 Penalty: 4541.580566
	Iteration 63Q: 3 clusters Score -786120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -786122.187500 Penalty: 4541.580566
	Iteration 64Q: 3 clusters Score -786122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -786122.187500 Penalty: 4541.580566
	Iteration 65F: 3 clusters Score -786122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Entering Unmasked Estep 
Score: -640794.437500 Penalty: 2216.983643
	Iteration 0F: 2 clusters Score -640794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -634629.187500 Penalty: 4433.967285
	Iteration 0F: 3 clusters Score -634629.2 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -636271.437500 Penalty: 4433.967285
	Iteration 1F: 3 clusters Score -636271.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -636557.500000 Penalty: 4433.967285
	Iteration 2F: 3 clusters Score -636557.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -636803.750000 Penalty: 4433.967285
	Iteration 3F: 3 clusters Score -636803.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -637030.500000 Penalty: 4433.967285
	Iteration 4F: 3 clusters Score -637030.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -637232.250000 Penalty: 4433.967285
	Iteration 5Q: 3 clusters Score -637232.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -637475.250000 Penalty: 4433.967285
	Iteration 6Q: 3 clusters Score -637475.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -637709.375000 Penalty: 4433.967285
	Iteration 7Q: 3 clusters Score -637709.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -637954.250000 Penalty: 4433.967285
	Iteration 8Q: 3 clusters Score -637954.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -638239.750000 Penalty: 4433.967285
	Iteration 9Q: 3 clusters Score -638239.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -638486.312500 Penalty: 4433.967285
	Iteration 10Q: 3 clusters Score -638486.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -638657.000000 Penalty: 4433.967285
	Iteration 11Q: 3 clusters Score -638657 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -638793.750000 Penalty: 4433.967285
	Iteration 12Q: 3 clusters Score -638793.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -638906.250000 Penalty: 4433.967285
	Iteration 13Q: 3 clusters Score -638906.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -638998.562500 Penalty: 4433.967285
	Iteration 14Q: 3 clusters Score -638998.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -639062.375000 Penalty: 4433.967285
	Iteration 15Q: 3 clusters Score -639062.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -639115.375000 Penalty: 4433.967285
	Iteration 16Q: 3 clusters Score -639115.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -639145.187500 Penalty: 4433.967285
	Iteration 17Q: 3 clusters Score -639145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -639161.250000 Penalty: 4433.967285
	Iteration 18Q: 3 clusters Score -639161.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -639177.000000 Penalty: 4433.967285
	Iteration 19Q: 3 clusters Score -639177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -639185.562500 Penalty: 4433.967285
	Iteration 20F: 3 clusters Score -639185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -639194.375000 Penalty: 4433.967285
	Iteration 21Q: 3 clusters Score -639194.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -639197.500000 Penalty: 4433.967285
	Iteration 22Q: 3 clusters Score -639197.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -639206.250000 Penalty: 4433.967285
	Iteration 23Q: 3 clusters Score -639206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -639214.875000 Penalty: 4433.967285
	Iteration 24Q: 3 clusters Score -639214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -639218.687500 Penalty: 4433.967285
	Iteration 25Q: 3 clusters Score -639218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -639224.687500 Penalty: 4433.967285
	Iteration 26Q: 3 clusters Score -639224.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -639229.687500 Penalty: 4433.967285
	Iteration 27Q: 3 clusters Score -639229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -639232.562500 Penalty: 4433.967285
	Iteration 28Q: 3 clusters Score -639232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -639234.125000 Penalty: 4433.967285
	Iteration 29Q: 3 clusters Score -639234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -639235.187500 Penalty: 4433.967285
	Iteration 30Q: 3 clusters Score -639235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -639237.812500 Penalty: 4433.967285
	Iteration 31Q: 3 clusters Score -639237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -639240.187500 Penalty: 4433.967285
	Iteration 32Q: 3 clusters Score -639240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -639241.375000 Penalty: 4433.967285
	Iteration 33Q: 3 clusters Score -639241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -639243.000000 Penalty: 4433.967285
	Iteration 34Q: 3 clusters Score -639243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -639242.687500 Penalty: 4433.967285
	Iteration 35Q: 3 clusters Score -639242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -639243.187500 Penalty: 4433.967285
	Iteration 36Q: 3 clusters Score -639243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -639244.187500 Penalty: 4433.967285
	Iteration 37Q: 3 clusters Score -639244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -639245.000000 Penalty: 4433.967285
	Iteration 38Q: 3 clusters Score -639245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -639245.000000 Penalty: 4433.967285
	Iteration 39F: 3 clusters Score -639245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Entering Unmasked Estep 
Score: -915988.937500 Penalty: 2301.730713
	Iteration 0F: 2 clusters Score -915988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -907920.875000 Penalty: 4603.461426
	Iteration 0F: 3 clusters Score -907920.9 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -910361.000000 Penalty: 4603.461426
	Iteration 1F: 3 clusters Score -910361 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -910727.250000 Penalty: 4603.461426
	Iteration 2F: 3 clusters Score -910727.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -911034.250000 Penalty: 4603.461426
	Iteration 3F: 3 clusters Score -911034.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -911311.687500 Penalty: 4603.461426
	Iteration 4Q: 3 clusters Score -911311.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -911631.250000 Penalty: 4603.461426
	Iteration 5Q: 3 clusters Score -911631.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -911923.812500 Penalty: 4603.461426
	Iteration 6Q: 3 clusters Score -911923.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -912305.250000 Penalty: 4603.461426
	Iteration 7Q: 3 clusters Score -912305.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -912725.562500 Penalty: 4603.461426
	Iteration 8Q: 3 clusters Score -912725.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -913120.250000 Penalty: 4603.461426
	Iteration 9Q: 3 clusters Score -913120.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -913462.937500 Penalty: 4603.461426
	Iteration 10Q: 3 clusters Score -913462.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -913705.250000 Penalty: 4603.461426
	Iteration 11Q: 3 clusters Score -913705.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -913876.000000 Penalty: 4603.461426
	Iteration 12Q: 3 clusters Score -913876 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -914030.625000 Penalty: 4603.461426
	Iteration 13Q: 3 clusters Score -914030.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -914176.375000 Penalty: 4603.461426
	Iteration 14Q: 3 clusters Score -914176.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -914337.437500 Penalty: 4603.461426
	Iteration 15Q: 3 clusters Score -914337.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -914499.687500 Penalty: 4603.461426
	Iteration 16Q: 3 clusters Score -914499.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -914648.187500 Penalty: 4603.461426
	Iteration 17Q: 3 clusters Score -914648.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -914780.750000 Penalty: 4603.461426
	Iteration 18Q: 3 clusters Score -914780.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -914906.187500 Penalty: 4603.461426
	Iteration 19Q: 3 clusters Score -914906.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -915023.125000 Penalty: 4603.461426
	Iteration 20F: 3 clusters Score -915023.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -915145.625000 Penalty: 4603.461426
	Iteration 21Q: 3 clusters Score -915145.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -915241.375000 Penalty: 4603.461426
	Iteration 22Q: 3 clusters Score -915241.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -915305.312500 Penalty: 4603.461426
	Iteration 23Q: 3 clusters Score -915305.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -915342.375000 Penalty: 4603.461426
	Iteration 24Q: 3 clusters Score -915342.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -915373.625000 Penalty: 4603.461426
	Iteration 25Q: 3 clusters Score -915373.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -915394.875000 Penalty: 4603.461426
	Iteration 26Q: 3 clusters Score -915394.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -915413.375000 Penalty: 4603.461426
	Iteration 27Q: 3 clusters Score -915413.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -915426.687500 Penalty: 4603.461426
	Iteration 28Q: 3 clusters Score -915426.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -915429.687500 Penalty: 4603.461426
	Iteration 29Q: 3 clusters Score -915429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -915436.500000 Penalty: 4603.461426
	Iteration 30Q: 3 clusters Score -915436.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -915435.750000 Penalty: 4603.461426
	Iteration 31Q: 3 clusters Score -915435.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -915438.437500 Penalty: 4603.461426
	Iteration 32Q: 3 clusters Score -915438.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -915438.312500 Penalty: 4603.461426
	Iteration 33Q: 3 clusters Score -915438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -915439.500000 Penalty: 4603.461426
	Iteration 34Q: 3 clusters Score -915439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -915442.437500 Penalty: 4603.461426
	Iteration 35Q: 3 clusters Score -915442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -915441.687500 Penalty: 4603.461426
	Iteration 36Q: 3 clusters Score -915441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -915440.625000 Penalty: 4603.461426
	Iteration 37Q: 3 clusters Score -915440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -915442.750000 Penalty: 4603.461426
	Iteration 38Q: 3 clusters Score -915442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -915443.562500 Penalty: 4603.461426
	Iteration 39Q: 3 clusters Score -915443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -915444.750000 Penalty: 4603.461426
	Iteration 40F: 3 clusters Score -915444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -915444.125000 Penalty: 4603.461426
	Iteration 41Q: 3 clusters Score -915444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -915443.812500 Penalty: 4603.461426
	Iteration 42Q: 3 clusters Score -915443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -915443.437500 Penalty: 4603.461426
	Iteration 43Q: 3 clusters Score -915443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -915444.687500 Penalty: 4603.461426
	Iteration 44Q: 3 clusters Score -915444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -915443.062500 Penalty: 4603.461426
	Iteration 45Q: 3 clusters Score -915443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -915444.500000 Penalty: 4603.461426
	Iteration 46Q: 3 clusters Score -915444.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -915444.500000 Penalty: 4603.461426
	Iteration 47F: 3 clusters Score -915444.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -298935.406250 Penalty: 2025.995361
	Iteration 0F: 2 clusters Score -298935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -295331.406250 Penalty: 4051.990723
	Iteration 0F: 3 clusters Score -295331.4 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -296142.750000 Penalty: 4051.990723
	Iteration 1F: 3 clusters Score -296142.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -296328.000000 Penalty: 4051.990723
	Iteration 2F: 3 clusters Score -296328 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -296467.875000 Penalty: 4051.990723
	Iteration 3F: 3 clusters Score -296467.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -296593.000000 Penalty: 4051.990723
	Iteration 4Q: 3 clusters Score -296593 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -296703.562500 Penalty: 4051.990723
	Iteration 5Q: 3 clusters Score -296703.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296800.000000 Penalty: 4051.990723
	Iteration 6Q: 3 clusters Score -296800 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -296895.437500 Penalty: 4051.990723
	Iteration 7Q: 3 clusters Score -296895.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -296989.781250 Penalty: 4051.990723
	Iteration 8Q: 3 clusters Score -296989.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -297101.437500 Penalty: 4051.990723
	Iteration 9Q: 3 clusters Score -297101.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -297211.000000 Penalty: 4051.990723
	Iteration 10Q: 3 clusters Score -297211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -297337.687500 Penalty: 4051.990723
	Iteration 11Q: 3 clusters Score -297337.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -297437.937500 Penalty: 4051.990723
	Iteration 12Q: 3 clusters Score -297437.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -297521.625000 Penalty: 4051.990723
	Iteration 13Q: 3 clusters Score -297521.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -297609.031250 Penalty: 4051.990723
	Iteration 14Q: 3 clusters Score -297609 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -297696.312500 Penalty: 4051.990723
	Iteration 15Q: 3 clusters Score -297696.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297803.656250 Penalty: 4051.990723
	Iteration 16Q: 3 clusters Score -297803.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297924.156250 Penalty: 4051.990723
	Iteration 17Q: 3 clusters Score -297924.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -298086.906250 Penalty: 4051.990723
	Iteration 18Q: 3 clusters Score -298086.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -298220.156250 Penalty: 4051.990723
	Iteration 19Q: 3 clusters Score -298220.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -298338.437500 Penalty: 4051.990723
	Iteration 20F: 3 clusters Score -298338.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -298433.437500 Penalty: 4051.990723
	Iteration 21Q: 3 clusters Score -298433.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -298539.187500 Penalty: 4051.990723
	Iteration 22Q: 3 clusters Score -298539.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -298661.187500 Penalty: 4051.990723
	Iteration 23Q: 3 clusters Score -298661.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -298742.562500 Penalty: 4051.990723
	Iteration 24Q: 3 clusters Score -298742.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -298779.906250 Penalty: 4051.990723
	Iteration 25Q: 3 clusters Score -298779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -298794.531250 Penalty: 4051.990723
	Iteration 26Q: 3 clusters Score -298794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -298802.562500 Penalty: 4051.990723
	Iteration 27Q: 3 clusters Score -298802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -298806.187500 Penalty: 4051.990723
	Iteration 28Q: 3 clusters Score -298806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -298810.375000 Penalty: 4051.990723
	Iteration 29Q: 3 clusters Score -298810.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -298810.812500 Penalty: 4051.990723
	Iteration 30Q: 3 clusters Score -298810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -298810.812500 Penalty: 4051.990723
	Iteration 31F: 3 clusters Score -298810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -216990.609375 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -216990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -214085.625000 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -214085.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -214701.765625 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -214701.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -214854.890625 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -214854.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -214942.828125 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -214942.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -215004.703125 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -215004.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215043.609375 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -215043.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -215065.734375 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -215065.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -215087.437500 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -215087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215102.468750 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -215102.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -215116.515625 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -215116.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215130.218750 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -215130.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -215141.500000 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -215141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -215145.515625 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -215145.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215148.781250 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -215148.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -215154.984375 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -215155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -215161.187500 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -215161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -215165.984375 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -215166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -215169.156250 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -215169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -215172.640625 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -215172.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -215178.625000 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -215178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -215180.843750 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -215180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -215183.156250 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -215183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -215185.859375 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -215185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -215189.218750 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -215189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -215190.328125 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -215190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -215190.640625 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -215190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -215190.984375 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -215191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -215191.578125 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -215191.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -215191.578125 Penalty: 3889.965088
	Iteration 28F: 3 clusters Score -215191.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1289131.875000 Penalty: 2369.761475
	Iteration 0F: 2 clusters Score -1289132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1278924.875000 Penalty: 4739.522949
	Iteration 0F: 3 clusters Score -1278925 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1281958.625000 Penalty: 4739.522949
	Iteration 1F: 3 clusters Score -1281959 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1282240.000000 Penalty: 4739.522949
	Iteration 2F: 3 clusters Score -1282240 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1282430.625000 Penalty: 4739.522949
	Iteration 3Q: 3 clusters Score -1282431 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1282573.250000 Penalty: 4739.522949
	Iteration 4Q: 3 clusters Score -1282573 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1282689.625000 Penalty: 4739.522949
	Iteration 5Q: 3 clusters Score -1282690 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1282771.125000 Penalty: 4739.522949
	Iteration 6Q: 3 clusters Score -1282771 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1282842.250000 Penalty: 4739.522949
	Iteration 7Q: 3 clusters Score -1282842 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1282899.375000 Penalty: 4739.522949
	Iteration 8Q: 3 clusters Score -1282899 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1282952.750000 Penalty: 4739.522949
	Iteration 9Q: 3 clusters Score -1282953 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1282999.125000 Penalty: 4739.522949
	Iteration 10Q: 3 clusters Score -1282999 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1283050.500000 Penalty: 4739.522949
	Iteration 11Q: 3 clusters Score -1283050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1283095.750000 Penalty: 4739.522949
	Iteration 12Q: 3 clusters Score -1283096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1283140.125000 Penalty: 4739.522949
	Iteration 13Q: 3 clusters Score -1283140 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1283190.750000 Penalty: 4739.522949
	Iteration 14Q: 3 clusters Score -1283191 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1283245.625000 Penalty: 4739.522949
	Iteration 15Q: 3 clusters Score -1283246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1283311.375000 Penalty: 4739.522949
	Iteration 16Q: 3 clusters Score -1283311 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1283393.875000 Penalty: 4739.522949
	Iteration 17Q: 3 clusters Score -1283394 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1283504.375000 Penalty: 4739.522949
	Iteration 18Q: 3 clusters Score -1283504 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1283649.625000 Penalty: 4739.522949
	Iteration 19Q: 3 clusters Score -1283650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1283845.750000 Penalty: 4739.522949
	Iteration 20F: 3 clusters Score -1283846 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1284103.000000 Penalty: 4739.522949
	Iteration 21Q: 3 clusters Score -1284103 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1284412.625000 Penalty: 4739.522949
	Iteration 22Q: 3 clusters Score -1284413 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1284771.375000 Penalty: 4739.522949
	Iteration 23Q: 3 clusters Score -1284771 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1285120.875000 Penalty: 4739.522949
	Iteration 24Q: 3 clusters Score -1285121 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1285431.000000 Penalty: 4739.522949
	Iteration 25Q: 3 clusters Score -1285431 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1285669.000000 Penalty: 4739.522949
	Iteration 26Q: 3 clusters Score -1285669 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1285896.250000 Penalty: 4739.522949
	Iteration 27Q: 3 clusters Score -1285896 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1286123.875000 Penalty: 4739.522949
	Iteration 28Q: 3 clusters Score -1286124 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1286310.375000 Penalty: 4739.522949
	Iteration 29Q: 3 clusters Score -1286310 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1286446.875000 Penalty: 4739.522949
	Iteration 30Q: 3 clusters Score -1286447 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1286554.875000 Penalty: 4739.522949
	Iteration 31Q: 3 clusters Score -1286555 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1286634.500000 Penalty: 4739.522949
	Iteration 32Q: 3 clusters Score -1286634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1286695.625000 Penalty: 4739.522949
	Iteration 33Q: 3 clusters Score -1286696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1286751.625000 Penalty: 4739.522949
	Iteration 34Q: 3 clusters Score -1286752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1286803.625000 Penalty: 4739.522949
	Iteration 35Q: 3 clusters Score -1286804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1286846.375000 Penalty: 4739.522949
	Iteration 36Q: 3 clusters Score -1286846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1286891.875000 Penalty: 4739.522949
	Iteration 37Q: 3 clusters Score -1286892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1286936.250000 Penalty: 4739.522949
	Iteration 38Q: 3 clusters Score -1286936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1286969.625000 Penalty: 4739.522949
	Iteration 39Q: 3 clusters Score -1286970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1286997.625000 Penalty: 4739.522949
	Iteration 40F: 3 clusters Score -1286998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1287024.125000 Penalty: 4739.522949
	Iteration 41Q: 3 clusters Score -1287024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1287042.250000 Penalty: 4739.522949
	Iteration 42Q: 3 clusters Score -1287042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1287051.250000 Penalty: 4739.522949
	Iteration 43Q: 3 clusters Score -1287051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1287058.125000 Penalty: 4739.522949
	Iteration 44Q: 3 clusters Score -1287058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1287064.625000 Penalty: 4739.522949
	Iteration 45Q: 3 clusters Score -1287065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1287070.875000 Penalty: 4739.522949
	Iteration 46Q: 3 clusters Score -1287071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1287075.250000 Penalty: 4739.522949
	Iteration 47Q: 3 clusters Score -1287075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1287078.875000 Penalty: 4739.522949
	Iteration 48Q: 3 clusters Score -1287079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1287079.000000 Penalty: 4739.522949
	Iteration 49Q: 3 clusters Score -1287079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1287080.375000 Penalty: 4739.522949
	Iteration 50Q: 3 clusters Score -1287080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1287082.500000 Penalty: 4739.522949
	Iteration 51Q: 3 clusters Score -1287082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1287085.000000 Penalty: 4739.522949
	Iteration 52Q: 3 clusters Score -1287085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1287086.125000 Penalty: 4739.522949
	Iteration 53Q: 3 clusters Score -1287086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1287088.000000 Penalty: 4739.522949
	Iteration 54Q: 3 clusters Score -1287088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1287087.375000 Penalty: 4739.522949
	Iteration 55Q: 3 clusters Score -1287087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1287086.750000 Penalty: 4739.522949
	Iteration 56Q: 3 clusters Score -1287087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1287088.625000 Penalty: 4739.522949
	Iteration 57Q: 3 clusters Score -1287089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1287088.625000 Penalty: 4739.522949
	Iteration 58F: 3 clusters Score -1287089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (35938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Entering Unmasked Estep 
Score: -3159010.000000 Penalty: 2601.408447
	Iteration 0F: 2 clusters Score -3159010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3134486.250000 Penalty: 5202.816895
	Iteration 0F: 3 clusters Score -3134486 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3143513.250000 Penalty: 5202.816895
	Iteration 1F: 3 clusters Score -3143513 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3144309.500000 Penalty: 5202.816895
	Iteration 2F: 3 clusters Score -3144310 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3145357.000000 Penalty: 5202.816895
	Iteration 3F: 3 clusters Score -3145357 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3146664.000000 Penalty: 5202.816895
	Iteration 4F: 3 clusters Score -3146664 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3148215.000000 Penalty: 5202.816895
	Iteration 5F: 3 clusters Score -3148215 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3149873.000000 Penalty: 5202.816895
	Iteration 6F: 3 clusters Score -3149873 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3151513.500000 Penalty: 5202.816895
	Iteration 7F: 3 clusters Score -3151514 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3153196.500000 Penalty: 5202.816895
	Iteration 8F: 3 clusters Score -3153196 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3154700.000000 Penalty: 5202.816895
	Iteration 9F: 3 clusters Score -3154700 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3155982.750000 Penalty: 5202.816895
	Iteration 10Q: 3 clusters Score -3155983 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3156897.750000 Penalty: 5202.816895
	Iteration 11Q: 3 clusters Score -3156898 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3157521.250000 Penalty: 5202.816895
	Iteration 12Q: 3 clusters Score -3157521 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3157923.250000 Penalty: 5202.816895
	Iteration 13Q: 3 clusters Score -3157923 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3158178.000000 Penalty: 5202.816895
	Iteration 14Q: 3 clusters Score -3158178 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3158320.750000 Penalty: 5202.816895
	Iteration 15Q: 3 clusters Score -3158321 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3158404.750000 Penalty: 5202.816895
	Iteration 16Q: 3 clusters Score -3158405 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3158470.250000 Penalty: 5202.816895
	Iteration 17Q: 3 clusters Score -3158470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3158496.000000 Penalty: 5202.816895
	Iteration 18Q: 3 clusters Score -3158496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3158525.500000 Penalty: 5202.816895
	Iteration 19Q: 3 clusters Score -3158526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3158528.250000 Penalty: 5202.816895
	Iteration 20F: 3 clusters Score -3158528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3158540.750000 Penalty: 5202.816895
	Iteration 21Q: 3 clusters Score -3158541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3158551.250000 Penalty: 5202.816895
	Iteration 22Q: 3 clusters Score -3158551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3158560.500000 Penalty: 5202.816895
	Iteration 23Q: 3 clusters Score -3158560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3158563.000000 Penalty: 5202.816895
	Iteration 24Q: 3 clusters Score -3158563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3158569.250000 Penalty: 5202.816895
	Iteration 25Q: 3 clusters Score -3158569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3158579.250000 Penalty: 5202.816895
	Iteration 26Q: 3 clusters Score -3158579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -3158577.750000 Penalty: 5202.816895
	Iteration 27Q: 3 clusters Score -3158578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3158586.500000 Penalty: 5202.816895
	Iteration 28Q: 3 clusters Score -3158586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3158582.250000 Penalty: 5202.816895
	Iteration 29Q: 3 clusters Score -3158582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3158575.250000 Penalty: 5202.816895
	Iteration 30Q: 3 clusters Score -3158575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3158579.750000 Penalty: 5202.816895
	Iteration 31Q: 3 clusters Score -3158580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3158580.750000 Penalty: 5202.816895
	Iteration 32Q: 3 clusters Score -3158581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3158582.500000 Penalty: 5202.816895
	Iteration 33Q: 3 clusters Score -3158582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3158588.750000 Penalty: 5202.816895
	Iteration 34Q: 3 clusters Score -3158589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3158580.250000 Penalty: 5202.816895
	Iteration 35Q: 3 clusters Score -3158580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3158586.750000 Penalty: 5202.816895
	Iteration 36Q: 3 clusters Score -3158587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3158581.750000 Penalty: 5202.816895
	Iteration 37Q: 3 clusters Score -3158582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3158577.250000 Penalty: 5202.816895
	Iteration 38Q: 3 clusters Score -3158577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3158583.000000 Penalty: 5202.816895
	Iteration 39Q: 3 clusters Score -3158583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3158576.000000 Penalty: 5202.816895
	Iteration 40F: 3 clusters Score -3158576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3158582.750000 Penalty: 5202.816895
	Iteration 41Q: 3 clusters Score -3158583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3158578.750000 Penalty: 5202.816895
	Iteration 42Q: 3 clusters Score -3158579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3158577.500000 Penalty: 5202.816895
	Iteration 43Q: 3 clusters Score -3158578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3158578.500000 Penalty: 5202.816895
	Iteration 44Q: 3 clusters Score -3158578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -3158577.500000 Penalty: 5202.816895
	Iteration 45Q: 3 clusters Score -3158578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3158579.000000 Penalty: 5202.816895
	Iteration 46Q: 3 clusters Score -3158579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3158580.250000 Penalty: 5202.816895
	Iteration 47Q: 3 clusters Score -3158580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3158576.500000 Penalty: 5202.816895
	Iteration 48Q: 3 clusters Score -3158576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3158579.750000 Penalty: 5202.816895
	Iteration 49Q: 3 clusters Score -3158580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3158579.250000 Penalty: 5202.816895
	Iteration 50Q: 3 clusters Score -3158579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3158579.000000 Penalty: 5202.816895
	Iteration 51Q: 3 clusters Score -3158579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3158582.250000 Penalty: 5202.816895
	Iteration 52Q: 3 clusters Score -3158582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3158575.000000 Penalty: 5202.816895
	Iteration 53Q: 3 clusters Score -3158575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -3158570.750000 Penalty: 5202.816895
	Iteration 54Q: 3 clusters Score -3158571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3158573.500000 Penalty: 5202.816895
	Iteration 55Q: 3 clusters Score -3158574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3158573.500000 Penalty: 5202.816895
	Iteration 56F: 3 clusters Score -3158574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Entering Unmasked Estep 
Score: -572884.875000 Penalty: 2193.538330
	Iteration 0F: 2 clusters Score -572884.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -567165.437500 Penalty: 4387.076660
	Iteration 0F: 3 clusters Score -567165.4 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -568680.750000 Penalty: 4387.076660
	Iteration 1F: 3 clusters Score -568680.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -568972.687500 Penalty: 4387.076660
	Iteration 2F: 3 clusters Score -568972.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -569215.625000 Penalty: 4387.076660
	Iteration 3F: 3 clusters Score -569215.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -569481.562500 Penalty: 4387.076660
	Iteration 4F: 3 clusters Score -569481.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -569776.625000 Penalty: 4387.076660
	Iteration 5Q: 3 clusters Score -569776.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -570126.875000 Penalty: 4387.076660
	Iteration 6F: 3 clusters Score -570126.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -570528.937500 Penalty: 4387.076660
	Iteration 7F: 3 clusters Score -570528.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -570957.500000 Penalty: 4387.076660
	Iteration 8F: 3 clusters Score -570957.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -571484.000000 Penalty: 4387.076660
	Iteration 9F: 3 clusters Score -571484 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -572156.187500 Penalty: 4387.076660
	Iteration 10F: 3 clusters Score -572156.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -573107.687500 Penalty: 4387.076660
	Iteration 11F: 3 clusters Score -573107.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -573849.437500 Penalty: 4387.076660
	Iteration 12Q: 3 clusters Score -573849.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -573996.187500 Penalty: 4387.076660
	Iteration 13Q: 3 clusters Score -573996.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -574019.000000 Penalty: 4387.076660
	Iteration 14Q: 3 clusters Score -574019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -574023.250000 Penalty: 4387.076660
	Iteration 15Q: 3 clusters Score -574023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -574024.000000 Penalty: 4387.076660
	Iteration 16Q: 3 clusters Score -574024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -574025.062500 Penalty: 4387.076660
	Iteration 17Q: 3 clusters Score -574025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -574025.062500 Penalty: 4387.076660
	Iteration 18F: 3 clusters Score -574025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 11065 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 26560 members 
Mstep: Class 7 contains 412201 members 
Mstep: Class 8 contains 4715 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 11915 members 
Mstep: Class 11 contains 29179 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 28947 members 
Mstep: Class 14 contains 897 members 
Mstep: Class 15 contains 14630 members 
Mstep: Class 16 contains 8764 members 
Mstep: Class 17 contains 52516 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6905 members 
Mstep: Class 21 contains 102469 members 
Mstep: Class 22 contains 12563 members 
Mstep: Class 23 contains 10371 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 330147 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7627 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 3531 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 35938 members 
Mstep: Class 33 contains 4423 members 
Mstep: Class 34 contains 14861 members 
Mstep: Class 35 contains 21947 members 
Mstep: Class 36 contains 58218 members 
Mstep: Class 37 contains 4111 members 
Mstep: Class 38 contains 2516 members 
Entering Unmasked Estep 
Score: -113010448.000000 Penalty: 132890.187500
Splitting cluster 33 changes total score from -113010872.000000 to -113010448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Entering Unmasked Estep 
Score: -1308064.125000 Penalty: 2382.410889
	Iteration 0F: 2 clusters Score -1308064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1297344.875000 Penalty: 4764.821777
	Iteration 0F: 3 clusters Score -1297345 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1300737.875000 Penalty: 4764.821777
	Iteration 1F: 3 clusters Score -1300738 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1301081.875000 Penalty: 4764.821777
	Iteration 2F: 3 clusters Score -1301082 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1301303.375000 Penalty: 4764.821777
	Iteration 3Q: 3 clusters Score -1301303 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1301495.875000 Penalty: 4764.821777
	Iteration 4Q: 3 clusters Score -1301496 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1301671.375000 Penalty: 4764.821777
	Iteration 5Q: 3 clusters Score -1301671 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1301835.500000 Penalty: 4764.821777
	Iteration 6Q: 3 clusters Score -1301836 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1301989.750000 Penalty: 4764.821777
	Iteration 7Q: 3 clusters Score -1301990 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1302137.750000 Penalty: 4764.821777
	Iteration 8Q: 3 clusters Score -1302138 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1302291.000000 Penalty: 4764.821777
	Iteration 9Q: 3 clusters Score -1302291 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1302489.250000 Penalty: 4764.821777
	Iteration 10Q: 3 clusters Score -1302489 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1302761.875000 Penalty: 4764.821777
	Iteration 11Q: 3 clusters Score -1302762 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1303088.500000 Penalty: 4764.821777
	Iteration 12Q: 3 clusters Score -1303088 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1303534.500000 Penalty: 4764.821777
	Iteration 13Q: 3 clusters Score -1303534 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1303979.375000 Penalty: 4764.821777
	Iteration 14Q: 3 clusters Score -1303979 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1304409.125000 Penalty: 4764.821777
	Iteration 15Q: 3 clusters Score -1304409 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1304769.500000 Penalty: 4764.821777
	Iteration 16Q: 3 clusters Score -1304770 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1305104.000000 Penalty: 4764.821777
	Iteration 17Q: 3 clusters Score -1305104 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1305366.250000 Penalty: 4764.821777
	Iteration 18Q: 3 clusters Score -1305366 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1305588.625000 Penalty: 4764.821777
	Iteration 19Q: 3 clusters Score -1305589 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1305766.250000 Penalty: 4764.821777
	Iteration 20F: 3 clusters Score -1305766 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1305891.125000 Penalty: 4764.821777
	Iteration 21Q: 3 clusters Score -1305891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1306013.000000 Penalty: 4764.821777
	Iteration 22Q: 3 clusters Score -1306013 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1306099.500000 Penalty: 4764.821777
	Iteration 23Q: 3 clusters Score -1306100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1306155.000000 Penalty: 4764.821777
	Iteration 24Q: 3 clusters Score -1306155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1306199.000000 Penalty: 4764.821777
	Iteration 25Q: 3 clusters Score -1306199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1306228.625000 Penalty: 4764.821777
	Iteration 26Q: 3 clusters Score -1306229 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1306252.250000 Penalty: 4764.821777
	Iteration 27Q: 3 clusters Score -1306252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1306263.750000 Penalty: 4764.821777
	Iteration 28Q: 3 clusters Score -1306264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1306272.750000 Penalty: 4764.821777
	Iteration 29Q: 3 clusters Score -1306273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1306282.750000 Penalty: 4764.821777
	Iteration 30Q: 3 clusters Score -1306283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1306295.750000 Penalty: 4764.821777
	Iteration 31Q: 3 clusters Score -1306296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1306299.000000 Penalty: 4764.821777
	Iteration 32Q: 3 clusters Score -1306299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1306301.250000 Penalty: 4764.821777
	Iteration 33Q: 3 clusters Score -1306301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1306303.750000 Penalty: 4764.821777
	Iteration 34Q: 3 clusters Score -1306304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1306312.250000 Penalty: 4764.821777
	Iteration 35Q: 3 clusters Score -1306312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1306317.000000 Penalty: 4764.821777
	Iteration 36Q: 3 clusters Score -1306317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1306321.125000 Penalty: 4764.821777
	Iteration 37Q: 3 clusters Score -1306321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1306324.875000 Penalty: 4764.821777
	Iteration 38Q: 3 clusters Score -1306325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1306330.750000 Penalty: 4764.821777
	Iteration 39Q: 3 clusters Score -1306331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1306335.625000 Penalty: 4764.821777
	Iteration 40F: 3 clusters Score -1306336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1306338.125000 Penalty: 4764.821777
	Iteration 41Q: 3 clusters Score -1306338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1306340.250000 Penalty: 4764.821777
	Iteration 42Q: 3 clusters Score -1306340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1306339.500000 Penalty: 4764.821777
	Iteration 43Q: 3 clusters Score -1306340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1306339.250000 Penalty: 4764.821777
	Iteration 44Q: 3 clusters Score -1306339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1306341.625000 Penalty: 4764.821777
	Iteration 45Q: 3 clusters Score -1306342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1306341.625000 Penalty: 4764.821777
	Iteration 46F: 3 clusters Score -1306342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Entering Unmasked Estep 
Score: -1740215.125000 Penalty: 2479.103516
	Iteration 0F: 2 clusters Score -1740215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1724844.500000 Penalty: 4958.207031
	Iteration 0F: 3 clusters Score -1724844 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1730177.875000 Penalty: 4958.207031
	Iteration 1F: 3 clusters Score -1730178 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1730846.125000 Penalty: 4958.207031
	Iteration 2F: 3 clusters Score -1730846 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1731578.875000 Penalty: 4958.207031
	Iteration 3F: 3 clusters Score -1731579 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1732375.375000 Penalty: 4958.207031
	Iteration 4F: 3 clusters Score -1732375 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1733170.875000 Penalty: 4958.207031
	Iteration 5F: 3 clusters Score -1733171 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1733902.750000 Penalty: 4958.207031
	Iteration 6F: 3 clusters Score -1733903 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1734517.875000 Penalty: 4958.207031
	Iteration 7Q: 3 clusters Score -1734518 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1735061.375000 Penalty: 4958.207031
	Iteration 8Q: 3 clusters Score -1735061 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1735562.500000 Penalty: 4958.207031
	Iteration 9Q: 3 clusters Score -1735562 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1736016.375000 Penalty: 4958.207031
	Iteration 10Q: 3 clusters Score -1736016 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1736423.500000 Penalty: 4958.207031
	Iteration 11Q: 3 clusters Score -1736424 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1736755.875000 Penalty: 4958.207031
	Iteration 12Q: 3 clusters Score -1736756 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1737052.875000 Penalty: 4958.207031
	Iteration 13Q: 3 clusters Score -1737053 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1737318.875000 Penalty: 4958.207031
	Iteration 14Q: 3 clusters Score -1737319 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1737578.750000 Penalty: 4958.207031
	Iteration 15Q: 3 clusters Score -1737579 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1737843.625000 Penalty: 4958.207031
	Iteration 16Q: 3 clusters Score -1737844 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1738165.375000 Penalty: 4958.207031
	Iteration 17Q: 3 clusters Score -1738165 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1738464.375000 Penalty: 4958.207031
	Iteration 18Q: 3 clusters Score -1738464 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1738715.375000 Penalty: 4958.207031
	Iteration 19Q: 3 clusters Score -1738715 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1738962.250000 Penalty: 4958.207031
	Iteration 20F: 3 clusters Score -1738962 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1739139.250000 Penalty: 4958.207031
	Iteration 21Q: 3 clusters Score -1739139 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1739263.750000 Penalty: 4958.207031
	Iteration 22Q: 3 clusters Score -1739264 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1739346.000000 Penalty: 4958.207031
	Iteration 23Q: 3 clusters Score -1739346 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1739399.875000 Penalty: 4958.207031
	Iteration 24Q: 3 clusters Score -1739400 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1739434.750000 Penalty: 4958.207031
	Iteration 25Q: 3 clusters Score -1739435 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1739461.000000 Penalty: 4958.207031
	Iteration 26Q: 3 clusters Score -1739461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1739482.000000 Penalty: 4958.207031
	Iteration 27Q: 3 clusters Score -1739482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1739504.875000 Penalty: 4958.207031
	Iteration 28Q: 3 clusters Score -1739505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1739525.375000 Penalty: 4958.207031
	Iteration 29Q: 3 clusters Score -1739525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1739530.000000 Penalty: 4958.207031
	Iteration 30Q: 3 clusters Score -1739530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1739542.750000 Penalty: 4958.207031
	Iteration 31Q: 3 clusters Score -1739543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1739549.375000 Penalty: 4958.207031
	Iteration 32Q: 3 clusters Score -1739549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1739556.125000 Penalty: 4958.207031
	Iteration 33Q: 3 clusters Score -1739556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1739561.250000 Penalty: 4958.207031
	Iteration 34Q: 3 clusters Score -1739561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1739572.375000 Penalty: 4958.207031
	Iteration 35Q: 3 clusters Score -1739572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1739575.500000 Penalty: 4958.207031
	Iteration 36Q: 3 clusters Score -1739576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1739577.250000 Penalty: 4958.207031
	Iteration 37Q: 3 clusters Score -1739577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1739581.500000 Penalty: 4958.207031
	Iteration 38Q: 3 clusters Score -1739582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1739582.000000 Penalty: 4958.207031
	Iteration 39Q: 3 clusters Score -1739582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1739583.000000 Penalty: 4958.207031
	Iteration 40F: 3 clusters Score -1739583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1739577.875000 Penalty: 4958.207031
	Iteration 41Q: 3 clusters Score -1739578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1739580.125000 Penalty: 4958.207031
	Iteration 42Q: 3 clusters Score -1739580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1739579.375000 Penalty: 4958.207031
	Iteration 43Q: 3 clusters Score -1739579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1739582.500000 Penalty: 4958.207031
	Iteration 44Q: 3 clusters Score -1739582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1739576.875000 Penalty: 4958.207031
	Iteration 45Q: 3 clusters Score -1739577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1739582.000000 Penalty: 4958.207031
	Iteration 46Q: 3 clusters Score -1739582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1739583.625000 Penalty: 4958.207031
	Iteration 47Q: 3 clusters Score -1739584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1739581.750000 Penalty: 4958.207031
	Iteration 48Q: 3 clusters Score -1739582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1739583.000000 Penalty: 4958.207031
	Iteration 49Q: 3 clusters Score -1739583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1739588.250000 Penalty: 4958.207031
	Iteration 50Q: 3 clusters Score -1739588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1739588.250000 Penalty: 4958.207031
	Iteration 51F: 3 clusters Score -1739588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (58218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Entering Unmasked Estep 
Score: -5181015.000000 Penalty: 2721.043457
	Iteration 0F: 2 clusters Score -5181015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5141803.000000 Penalty: 5442.086914
	Iteration 0F: 3 clusters Score -5141803 nChanged 27015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5156775.000000 Penalty: 5442.086914
	Iteration 1F: 3 clusters Score -5156775 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5157508.500000 Penalty: 5442.086914
	Iteration 2Q: 3 clusters Score -5157508 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5158539.000000 Penalty: 5442.086914
	Iteration 3Q: 3 clusters Score -5158539 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5160070.500000 Penalty: 5442.086914
	Iteration 4F: 3 clusters Score -5160070 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -5162753.000000 Penalty: 5442.086914
	Iteration 5F: 3 clusters Score -5162753 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -5166576.000000 Penalty: 5442.086914
	Iteration 6F: 3 clusters Score -5166576 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5170896.500000 Penalty: 5442.086914
	Iteration 7F: 3 clusters Score -5170896 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5174219.500000 Penalty: 5442.086914
	Iteration 8F: 3 clusters Score -5174220 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -5176285.500000 Penalty: 5442.086914
	Iteration 9Q: 3 clusters Score -5176286 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5177331.500000 Penalty: 5442.086914
	Iteration 10Q: 3 clusters Score -5177332 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5177809.500000 Penalty: 5442.086914
	Iteration 11Q: 3 clusters Score -5177810 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5178076.000000 Penalty: 5442.086914
	Iteration 12Q: 3 clusters Score -5178076 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5178245.000000 Penalty: 5442.086914
	Iteration 13Q: 3 clusters Score -5178245 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -5178388.500000 Penalty: 5442.086914
	Iteration 14Q: 3 clusters Score -5178388 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5178472.000000 Penalty: 5442.086914
	Iteration 15Q: 3 clusters Score -5178472 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5178525.500000 Penalty: 5442.086914
	Iteration 16Q: 3 clusters Score -5178526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5178578.500000 Penalty: 5442.086914
	Iteration 17Q: 3 clusters Score -5178578 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5178630.000000 Penalty: 5442.086914
	Iteration 18Q: 3 clusters Score -5178630 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5178666.500000 Penalty: 5442.086914
	Iteration 19Q: 3 clusters Score -5178666 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5178698.500000 Penalty: 5442.086914
	Iteration 20F: 3 clusters Score -5178698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5178721.000000 Penalty: 5442.086914
	Iteration 21Q: 3 clusters Score -5178721 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5178731.500000 Penalty: 5442.086914
	Iteration 22Q: 3 clusters Score -5178732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5178747.000000 Penalty: 5442.086914
	Iteration 23Q: 3 clusters Score -5178747 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5178747.500000 Penalty: 5442.086914
	Iteration 24Q: 3 clusters Score -5178748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5178774.500000 Penalty: 5442.086914
	Iteration 25Q: 3 clusters Score -5178774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -5178783.000000 Penalty: 5442.086914
	Iteration 26Q: 3 clusters Score -5178783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5178793.500000 Penalty: 5442.086914
	Iteration 27Q: 3 clusters Score -5178794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5178803.500000 Penalty: 5442.086914
	Iteration 28Q: 3 clusters Score -5178804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5178814.000000 Penalty: 5442.086914
	Iteration 29Q: 3 clusters Score -5178814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5178830.000000 Penalty: 5442.086914
	Iteration 30Q: 3 clusters Score -5178830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5178839.500000 Penalty: 5442.086914
	Iteration 31Q: 3 clusters Score -5178840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5178857.000000 Penalty: 5442.086914
	Iteration 32Q: 3 clusters Score -5178857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5178859.000000 Penalty: 5442.086914
	Iteration 33Q: 3 clusters Score -5178859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5178869.000000 Penalty: 5442.086914
	Iteration 34Q: 3 clusters Score -5178869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5178869.500000 Penalty: 5442.086914
	Iteration 35Q: 3 clusters Score -5178870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5178867.500000 Penalty: 5442.086914
	Iteration 36Q: 3 clusters Score -5178868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5178884.000000 Penalty: 5442.086914
	Iteration 37Q: 3 clusters Score -5178884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5178880.000000 Penalty: 5442.086914
	Iteration 38Q: 3 clusters Score -5178880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5178874.000000 Penalty: 5442.086914
	Iteration 39Q: 3 clusters Score -5178874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5178882.000000 Penalty: 5442.086914
	Iteration 40F: 3 clusters Score -5178882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5178883.000000 Penalty: 5442.086914
	Iteration 41Q: 3 clusters Score -5178883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5178886.500000 Penalty: 5442.086914
	Iteration 42Q: 3 clusters Score -5178886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5178897.000000 Penalty: 5442.086914
	Iteration 43Q: 3 clusters Score -5178897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5178898.000000 Penalty: 5442.086914
	Iteration 44Q: 3 clusters Score -5178898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5178896.500000 Penalty: 5442.086914
	Iteration 45Q: 3 clusters Score -5178896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5178899.000000 Penalty: 5442.086914
	Iteration 46Q: 3 clusters Score -5178899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5178898.500000 Penalty: 5442.086914
	Iteration 47Q: 3 clusters Score -5178898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5178905.000000 Penalty: 5442.086914
	Iteration 48Q: 3 clusters Score -5178905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5178904.500000 Penalty: 5442.086914
	Iteration 49Q: 3 clusters Score -5178904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5178908.000000 Penalty: 5442.086914
	Iteration 50Q: 3 clusters Score -5178908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5178911.500000 Penalty: 5442.086914
	Iteration 51Q: 3 clusters Score -5178912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5178914.500000 Penalty: 5442.086914
	Iteration 52Q: 3 clusters Score -5178914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5178916.500000 Penalty: 5442.086914
	Iteration 53Q: 3 clusters Score -5178916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5178917.500000 Penalty: 5442.086914
	Iteration 54Q: 3 clusters Score -5178918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5178915.500000 Penalty: 5442.086914
	Iteration 55Q: 3 clusters Score -5178916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5178915.000000 Penalty: 5442.086914
	Iteration 56Q: 3 clusters Score -5178915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5178915.000000 Penalty: 5442.086914
	Iteration 57F: 3 clusters Score -5178915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -328318.906250 Penalty: 2063.712646
	Iteration 0F: 2 clusters Score -328318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -324319.625000 Penalty: 4127.425293
	Iteration 0F: 3 clusters Score -324319.6 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -325241.406250 Penalty: 4127.425293
	Iteration 1F: 3 clusters Score -325241.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -325502.312500 Penalty: 4127.425293
	Iteration 2F: 3 clusters Score -325502.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -325712.968750 Penalty: 4127.425293
	Iteration 3F: 3 clusters Score -325713 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -325909.031250 Penalty: 4127.425293
	Iteration 4F: 3 clusters Score -325909 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -326102.406250 Penalty: 4127.425293
	Iteration 5F: 3 clusters Score -326102.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -326258.750000 Penalty: 4127.425293
	Iteration 6Q: 3 clusters Score -326258.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -326375.312500 Penalty: 4127.425293
	Iteration 7Q: 3 clusters Score -326375.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -326473.937500 Penalty: 4127.425293
	Iteration 8Q: 3 clusters Score -326473.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -326573.843750 Penalty: 4127.425293
	Iteration 9Q: 3 clusters Score -326573.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -326662.437500 Penalty: 4127.425293
	Iteration 10Q: 3 clusters Score -326662.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -326745.625000 Penalty: 4127.425293
	Iteration 11Q: 3 clusters Score -326745.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -326828.156250 Penalty: 4127.425293
	Iteration 12Q: 3 clusters Score -326828.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -326896.531250 Penalty: 4127.425293
	Iteration 13Q: 3 clusters Score -326896.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -326944.531250 Penalty: 4127.425293
	Iteration 14Q: 3 clusters Score -326944.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -327004.843750 Penalty: 4127.425293
	Iteration 15Q: 3 clusters Score -327004.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -327052.906250 Penalty: 4127.425293
	Iteration 16Q: 3 clusters Score -327052.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -327087.187500 Penalty: 4127.425293
	Iteration 17Q: 3 clusters Score -327087.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -327109.156250 Penalty: 4127.425293
	Iteration 18Q: 3 clusters Score -327109.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -327124.718750 Penalty: 4127.425293
	Iteration 19Q: 3 clusters Score -327124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -327137.875000 Penalty: 4127.425293
	Iteration 20F: 3 clusters Score -327137.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -327150.000000 Penalty: 4127.425293
	Iteration 21Q: 3 clusters Score -327150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -327152.781250 Penalty: 4127.425293
	Iteration 22Q: 3 clusters Score -327152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -327153.593750 Penalty: 4127.425293
	Iteration 23Q: 3 clusters Score -327153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -327153.718750 Penalty: 4127.425293
	Iteration 24Q: 3 clusters Score -327153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -327154.406250 Penalty: 4127.425293
	Iteration 25Q: 3 clusters Score -327154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -327155.500000 Penalty: 4127.425293
	Iteration 26Q: 3 clusters Score -327155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -327156.437500 Penalty: 4127.425293
	Iteration 27Q: 3 clusters Score -327156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -327157.437500 Penalty: 4127.425293
	Iteration 28Q: 3 clusters Score -327157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -327157.218750 Penalty: 4127.425293
	Iteration 29Q: 3 clusters Score -327157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -327157.218750 Penalty: 4127.425293
	Iteration 30F: 3 clusters Score -327157.2 nChanged 0
24->38 Clusters: Score -113010872.000000, best is -113012416.000000

Starting from 25 clusters...
--- Clustering full data set of 1330747 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 55347 members 
Mstep: Class 3 contains 55481 members 
Mstep: Class 4 contains 55514 members 
Mstep: Class 5 contains 55498 members 
Mstep: Class 6 contains 55369 members 
Mstep: Class 7 contains 55431 members 
Mstep: Class 8 contains 55057 members 
Mstep: Class 9 contains 55620 members 
Mstep: Class 10 contains 55096 members 
Mstep: Class 11 contains 55166 members 
Mstep: Class 12 contains 55459 members 
Mstep: Class 13 contains 55805 members 
Mstep: Class 14 contains 55203 members 
Mstep: Class 15 contains 55057 members 
Mstep: Class 16 contains 55579 members 
Mstep: Class 17 contains 55737 members 
Mstep: Class 18 contains 55394 members 
Mstep: Class 19 contains 55740 members 
Mstep: Class 20 contains 55329 members 
Mstep: Class 21 contains 55718 members 
Mstep: Class 22 contains 55540 members 
Mstep: Class 23 contains 55147 members 
Mstep: Class 24 contains 55581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1245.038452 but Gain 3497.109375
Score: -105203576.000000 Penalty: 80433.531250
Iteration 0F: 24 clusters Score -1.052036e+08 nChanged 1267150
Entering Unmasked Mstep 
Mstep: Class 0 contains 916 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 45127 members 
Mstep: Class 3 contains 104438 members 
Mstep: Class 4 contains 51604 members 
Mstep: Class 5 contains 53409 members 
Mstep: Class 6 contains 42150 members 
Mstep: Class 7 contains 40068 members 
Mstep: Class 8 contains 50487 members 
Mstep: Class 9 contains 48728 members 
Mstep: Class 10 contains 82251 members 
Mstep: Class 11 contains 49517 members 
Mstep: Class 12 contains 30741 members 
Mstep: Class 13 contains 63456 members 
Mstep: Class 14 contains 40718 members 
Mstep: Class 15 contains 54747 members 
Mstep: Class 17 contains 73135 members 
Mstep: Class 18 contains 36991 members 
Mstep: Class 19 contains 44024 members 
Mstep: Class 20 contains 137755 members 
Mstep: Class 21 contains 51555 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 36107 members 
Mstep: Class 24 contains 101685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -109470856.000000 Penalty: 80433.531250
Iteration 1F: 24 clusters Score -1.094709e+08 nChanged 532454
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 42277 members 
Mstep: Class 3 contains 145674 members 
Mstep: Class 4 contains 39012 members 
Mstep: Class 5 contains 58953 members 
Mstep: Class 6 contains 32861 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 43469 members 
Mstep: Class 9 contains 43270 members 
Mstep: Class 10 contains 66604 members 
Mstep: Class 11 contains 36511 members 
Mstep: Class 12 contains 19254 members 
Mstep: Class 13 contains 58306 members 
Mstep: Class 14 contains 33177 members 
Mstep: Class 15 contains 69207 members 
Mstep: Class 17 contains 72076 members 
Mstep: Class 18 contains 21425 members 
Mstep: Class 19 contains 30234 members 
Mstep: Class 20 contains 169605 members 
Mstep: Class 21 contains 46366 members 
Mstep: Class 22 contains 71579 members 
Mstep: Class 23 contains 21495 members 
Mstep: Class 24 contains 157668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110755504.000000 Penalty: 80433.531250
Iteration 2F: 24 clusters Score -1.107555e+08 nChanged 393343
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 46134 members 
Mstep: Class 3 contains 131421 members 
Mstep: Class 4 contains 30113 members 
Mstep: Class 5 contains 56760 members 
Mstep: Class 6 contains 30598 members 
Mstep: Class 7 contains 15158 members 
Mstep: Class 8 contains 31966 members 
Mstep: Class 9 contains 37503 members 
Mstep: Class 10 contains 61712 members 
Mstep: Class 11 contains 26019 members 
Mstep: Class 12 contains 16537 members 
Mstep: Class 13 contains 42027 members 
Mstep: Class 14 contains 22946 members 
Mstep: Class 15 contains 75638 members 
Mstep: Class 17 contains 80746 members 
Mstep: Class 18 contains 13946 members 
Mstep: Class 19 contains 21960 members 
Mstep: Class 20 contains 237667 members 
Mstep: Class 21 contains 38193 members 
Mstep: Class 22 contains 86794 members 
Mstep: Class 23 contains 18340 members 
Mstep: Class 24 contains 194490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111387640.000000 Penalty: 80433.531250
Iteration 3F: 24 clusters Score -1.113876e+08 nChanged 286198
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 50811 members 
Mstep: Class 3 contains 90019 members 
Mstep: Class 4 contains 26841 members 
Mstep: Class 5 contains 46187 members 
Mstep: Class 6 contains 31597 members 
Mstep: Class 7 contains 9500 members 
Mstep: Class 8 contains 20120 members 
Mstep: Class 9 contains 35769 members 
Mstep: Class 10 contains 66927 members 
Mstep: Class 11 contains 23244 members 
Mstep: Class 12 contains 13128 members 
Mstep: Class 13 contains 30561 members 
Mstep: Class 14 contains 16632 members 
Mstep: Class 15 contains 69047 members 
Mstep: Class 17 contains 97263 members 
Mstep: Class 18 contains 9655 members 
Mstep: Class 19 contains 19729 members 
Mstep: Class 20 contains 320212 members 
Mstep: Class 21 contains 30024 members 
Mstep: Class 22 contains 84121 members 
Mstep: Class 23 contains 16229 members 
Mstep: Class 24 contains 214358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111806912.000000 Penalty: 80433.531250
Iteration 4F: 24 clusters Score -1.118069e+08 nChanged 227268
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 52856 members 
Mstep: Class 3 contains 50394 members 
Mstep: Class 4 contains 25953 members 
Mstep: Class 5 contains 32577 members 
Mstep: Class 6 contains 30223 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 11131 members 
Mstep: Class 9 contains 36319 members 
Mstep: Class 10 contains 73300 members 
Mstep: Class 11 contains 25450 members 
Mstep: Class 12 contains 9936 members 
Mstep: Class 13 contains 25250 members 
Mstep: Class 14 contains 15021 members 
Mstep: Class 15 contains 55563 members 
Mstep: Class 17 contains 110901 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 18381 members 
Mstep: Class 20 contains 401454 members 
Mstep: Class 21 contains 25290 members 
Mstep: Class 22 contains 75121 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 221727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112115656.000000 Penalty: 80433.531250
Iteration 5F: 24 clusters Score -1.121157e+08 nChanged 176522
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 50555 members 
Mstep: Class 3 contains 25591 members 
Mstep: Class 4 contains 25291 members 
Mstep: Class 5 contains 21382 members 
Mstep: Class 6 contains 27906 members 
Mstep: Class 7 contains 5750 members 
Mstep: Class 8 contains 6991 members 
Mstep: Class 9 contains 36912 members 
Mstep: Class 10 contains 79934 members 
Mstep: Class 11 contains 29073 members 
Mstep: Class 12 contains 8144 members 
Mstep: Class 13 contains 22808 members 
Mstep: Class 14 contains 16088 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 17 contains 116988 members 
Mstep: Class 18 contains 6674 members 
Mstep: Class 19 contains 17062 members 
Mstep: Class 20 contains 468961 members 
Mstep: Class 21 contains 22511 members 
Mstep: Class 22 contains 73017 members 
Mstep: Class 23 contains 10052 members 
Mstep: Class 24 contains 210969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112330800.000000 Penalty: 80433.531250
Iteration 6F: 24 clusters Score -1.123308e+08 nChanged 136395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 46731 members 
Mstep: Class 3 contains 13708 members 
Mstep: Class 4 contains 24936 members 
Mstep: Class 5 contains 14884 members 
Mstep: Class 6 contains 25154 members 
Mstep: Class 7 contains 5766 members 
Mstep: Class 8 contains 6145 members 
Mstep: Class 9 contains 36977 members 
Mstep: Class 10 contains 85017 members 
Mstep: Class 11 contains 31418 members 
Mstep: Class 12 contains 7451 members 
Mstep: Class 13 contains 22369 members 
Mstep: Class 14 contains 18064 members 
Mstep: Class 15 contains 30897 members 
Mstep: Class 17 contains 118198 members 
Mstep: Class 18 contains 7046 members 
Mstep: Class 19 contains 16299 members 
Mstep: Class 20 contains 510230 members 
Mstep: Class 21 contains 20609 members 
Mstep: Class 22 contains 82051 members 
Mstep: Class 23 contains 8452 members 
Mstep: Class 24 contains 192144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112480824.000000 Penalty: 80433.531250
Iteration 7F: 24 clusters Score -1.124808e+08 nChanged 103332
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 43295 members 
Mstep: Class 3 contains 10178 members 
Mstep: Class 4 contains 24830 members 
Mstep: Class 5 contains 11420 members 
Mstep: Class 6 contains 22579 members 
Mstep: Class 7 contains 6051 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 36602 members 
Mstep: Class 10 contains 85994 members 
Mstep: Class 11 contains 32802 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 23223 members 
Mstep: Class 14 contains 20036 members 
Mstep: Class 15 contains 24289 members 
Mstep: Class 17 contains 117638 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 15905 members 
Mstep: Class 20 contains 524393 members 
Mstep: Class 21 contains 19505 members 
Mstep: Class 22 contains 94594 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 182676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112586992.000000 Penalty: 80433.531250
Iteration 8F: 24 clusters Score -1.12587e+08 nChanged 82292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 40529 members 
Mstep: Class 3 contains 10117 members 
Mstep: Class 4 contains 24637 members 
Mstep: Class 5 contains 9201 members 
Mstep: Class 6 contains 20856 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 36181 members 
Mstep: Class 10 contains 84989 members 
Mstep: Class 11 contains 33727 members 
Mstep: Class 12 contains 7318 members 
Mstep: Class 13 contains 23383 members 
Mstep: Class 14 contains 21563 members 
Mstep: Class 15 contains 18461 members 
Mstep: Class 17 contains 116583 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 15691 members 
Mstep: Class 20 contains 517098 members 
Mstep: Class 21 contains 19050 members 
Mstep: Class 22 contains 108736 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 188616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112645808.000000 Penalty: 80433.531250
Iteration 9F: 24 clusters Score -1.126458e+08 nChanged 66283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 38363 members 
Mstep: Class 3 contains 11083 members 
Mstep: Class 4 contains 24479 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 19715 members 
Mstep: Class 7 contains 6640 members 
Mstep: Class 8 contains 5528 members 
Mstep: Class 9 contains 35813 members 
Mstep: Class 10 contains 83489 members 
Mstep: Class 11 contains 34399 members 
Mstep: Class 12 contains 7346 members 
Mstep: Class 13 contains 23347 members 
Mstep: Class 14 contains 22744 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 17 contains 115527 members 
Mstep: Class 18 contains 8347 members 
Mstep: Class 19 contains 15567 members 
Mstep: Class 20 contains 500137 members 
Mstep: Class 21 contains 18881 members 
Mstep: Class 22 contains 125026 members 
Mstep: Class 23 contains 8144 members 
Mstep: Class 24 contains 199280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112680680.000000 Penalty: 80433.531250
Iteration 10Q: 24 clusters Score -1.126807e+08 nChanged 53079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 36646 members 
Mstep: Class 3 contains 12212 members 
Mstep: Class 4 contains 24273 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 18984 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 35499 members 
Mstep: Class 10 contains 82101 members 
Mstep: Class 11 contains 34944 members 
Mstep: Class 12 contains 7278 members 
Mstep: Class 13 contains 23228 members 
Mstep: Class 14 contains 23705 members 
Mstep: Class 15 contains 8012 members 
Mstep: Class 17 contains 114479 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 15462 members 
Mstep: Class 20 contains 479011 members 
Mstep: Class 21 contains 18825 members 
Mstep: Class 22 contains 142581 members 
Mstep: Class 23 contains 8526 members 
Mstep: Class 24 contains 210421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112705456.000000 Penalty: 80433.531250
Iteration 11Q: 24 clusters Score -1.127055e+08 nChanged 45030
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 35327 members 
Mstep: Class 3 contains 13185 members 
Mstep: Class 4 contains 24062 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 18459 members 
Mstep: Class 7 contains 7139 members 
Mstep: Class 8 contains 5800 members 
Mstep: Class 9 contains 35277 members 
Mstep: Class 10 contains 80946 members 
Mstep: Class 11 contains 35339 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 23025 members 
Mstep: Class 14 contains 24464 members 
Mstep: Class 15 contains 4554 members 
Mstep: Class 17 contains 113556 members 
Mstep: Class 18 contains 8843 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 455119 members 
Mstep: Class 21 contains 18874 members 
Mstep: Class 22 contains 160332 members 
Mstep: Class 23 contains 8918 members 
Mstep: Class 24 contains 221823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2261.604004 but Gain 3497.109375
Score: -112726056.000000 Penalty: 76936.421875
Iteration 12Q: 23 clusters Score -1.127261e+08 nChanged 43025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 34258 members 
Mstep: Class 3 contains 13946 members 
Mstep: Class 4 contains 23866 members 
Mstep: Class 5 contains 7152 members 
Mstep: Class 6 contains 17993 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 35117 members 
Mstep: Class 10 contains 80004 members 
Mstep: Class 11 contains 35624 members 
Mstep: Class 12 contains 7069 members 
Mstep: Class 13 contains 22783 members 
Mstep: Class 14 contains 25007 members 
Mstep: Class 17 contains 112928 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 15313 members 
Mstep: Class 20 contains 430022 members 
Mstep: Class 21 contains 18919 members 
Mstep: Class 22 contains 179385 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 233804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112744936.000000 Penalty: 76936.421875
Iteration 13Q: 23 clusters Score -1.127449e+08 nChanged 37475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 33299 members 
Mstep: Class 3 contains 14551 members 
Mstep: Class 4 contains 23713 members 
Mstep: Class 5 contains 7270 members 
Mstep: Class 6 contains 17614 members 
Mstep: Class 7 contains 7425 members 
Mstep: Class 8 contains 5920 members 
Mstep: Class 9 contains 35028 members 
Mstep: Class 10 contains 79303 members 
Mstep: Class 11 contains 35841 members 
Mstep: Class 12 contains 6961 members 
Mstep: Class 13 contains 22504 members 
Mstep: Class 14 contains 25421 members 
Mstep: Class 17 contains 112389 members 
Mstep: Class 18 contains 9154 members 
Mstep: Class 19 contains 15264 members 
Mstep: Class 20 contains 401797 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 196036 members 
Mstep: Class 23 contains 9739 members 
Mstep: Class 24 contains 246530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112757176.000000 Penalty: 76936.421875
Iteration 14Q: 23 clusters Score -1.127572e+08 nChanged 37269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 32395 members 
Mstep: Class 3 contains 15032 members 
Mstep: Class 4 contains 23538 members 
Mstep: Class 5 contains 7429 members 
Mstep: Class 6 contains 17282 members 
Mstep: Class 7 contains 7523 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 34983 members 
Mstep: Class 10 contains 78771 members 
Mstep: Class 11 contains 35991 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 22211 members 
Mstep: Class 14 contains 25696 members 
Mstep: Class 17 contains 112007 members 
Mstep: Class 18 contains 9237 members 
Mstep: Class 19 contains 15217 members 
Mstep: Class 20 contains 372411 members 
Mstep: Class 21 contains 19089 members 
Mstep: Class 22 contains 212982 members 
Mstep: Class 23 contains 10173 members 
Mstep: Class 24 contains 260074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112769360.000000 Penalty: 76936.421875
Iteration 15Q: 23 clusters Score -1.127694e+08 nChanged 37249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 31510 members 
Mstep: Class 3 contains 15433 members 
Mstep: Class 4 contains 23305 members 
Mstep: Class 5 contains 7617 members 
Mstep: Class 6 contains 16979 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 34922 members 
Mstep: Class 10 contains 78397 members 
Mstep: Class 11 contains 36121 members 
Mstep: Class 12 contains 6774 members 
Mstep: Class 13 contains 21896 members 
Mstep: Class 14 contains 25884 members 
Mstep: Class 17 contains 111701 members 
Mstep: Class 18 contains 9341 members 
Mstep: Class 19 contains 15186 members 
Mstep: Class 20 contains 342235 members 
Mstep: Class 21 contains 19064 members 
Mstep: Class 22 contains 230316 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 274029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112780456.000000 Penalty: 76936.421875
Iteration 16Q: 23 clusters Score -1.127805e+08 nChanged 37171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 30710 members 
Mstep: Class 3 contains 15796 members 
Mstep: Class 4 contains 23023 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 16723 members 
Mstep: Class 7 contains 7680 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 34841 members 
Mstep: Class 10 contains 78085 members 
Mstep: Class 11 contains 36207 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 21643 members 
Mstep: Class 14 contains 25993 members 
Mstep: Class 17 contains 111372 members 
Mstep: Class 18 contains 9424 members 
Mstep: Class 19 contains 15155 members 
Mstep: Class 20 contains 311831 members 
Mstep: Class 21 contains 19079 members 
Mstep: Class 22 contains 247432 members 
Mstep: Class 23 contains 11121 members 
Mstep: Class 24 contains 288474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112793008.000000 Penalty: 76936.421875
Iteration 17Q: 23 clusters Score -1.12793e+08 nChanged 37107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 29968 members 
Mstep: Class 3 contains 16146 members 
Mstep: Class 4 contains 22708 members 
Mstep: Class 5 contains 7956 members 
Mstep: Class 6 contains 16524 members 
Mstep: Class 7 contains 7724 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 34771 members 
Mstep: Class 10 contains 77844 members 
Mstep: Class 11 contains 36285 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 26035 members 
Mstep: Class 17 contains 111047 members 
Mstep: Class 18 contains 9490 members 
Mstep: Class 19 contains 15137 members 
Mstep: Class 20 contains 281069 members 
Mstep: Class 21 contains 19031 members 
Mstep: Class 22 contains 264725 members 
Mstep: Class 23 contains 11566 members 
Mstep: Class 24 contains 303190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112805816.000000 Penalty: 76936.421875
Iteration 18Q: 23 clusters Score -1.128058e+08 nChanged 37168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 29348 members 
Mstep: Class 3 contains 16460 members 
Mstep: Class 4 contains 22344 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 16328 members 
Mstep: Class 7 contains 7746 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 34661 members 
Mstep: Class 10 contains 77665 members 
Mstep: Class 11 contains 36360 members 
Mstep: Class 12 contains 6490 members 
Mstep: Class 13 contains 21159 members 
Mstep: Class 14 contains 25978 members 
Mstep: Class 17 contains 110615 members 
Mstep: Class 18 contains 9560 members 
Mstep: Class 19 contains 15109 members 
Mstep: Class 20 contains 250232 members 
Mstep: Class 21 contains 18930 members 
Mstep: Class 22 contains 282232 members 
Mstep: Class 23 contains 11918 members 
Mstep: Class 24 contains 318044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112819656.000000 Penalty: 76936.421875
Iteration 19Q: 23 clusters Score -1.128197e+08 nChanged 36418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 28839 members 
Mstep: Class 3 contains 16755 members 
Mstep: Class 4 contains 21895 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 16117 members 
Mstep: Class 7 contains 7777 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 34527 members 
Mstep: Class 10 contains 77541 members 
Mstep: Class 11 contains 36417 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 21085 members 
Mstep: Class 14 contains 25838 members 
Mstep: Class 17 contains 110157 members 
Mstep: Class 18 contains 9585 members 
Mstep: Class 19 contains 15090 members 
Mstep: Class 20 contains 220034 members 
Mstep: Class 21 contains 18789 members 
Mstep: Class 22 contains 299339 members 
Mstep: Class 23 contains 12209 members 
Mstep: Class 24 contains 332756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112836016.000000 Penalty: 76936.421875
Iteration 20F: 23 clusters Score -1.12836e+08 nChanged 36785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 27850 members 
Mstep: Class 3 contains 17085 members 
Mstep: Class 4 contains 21382 members 
Mstep: Class 5 contains 8516 members 
Mstep: Class 6 contains 15903 members 
Mstep: Class 7 contains 7815 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 34333 members 
Mstep: Class 10 contains 77442 members 
Mstep: Class 11 contains 36467 members 
Mstep: Class 12 contains 6320 members 
Mstep: Class 13 contains 21063 members 
Mstep: Class 14 contains 25611 members 
Mstep: Class 17 contains 108976 members 
Mstep: Class 18 contains 9569 members 
Mstep: Class 19 contains 15065 members 
Mstep: Class 20 contains 190965 members 
Mstep: Class 21 contains 18377 members 
Mstep: Class 22 contains 316175 members 
Mstep: Class 23 contains 13045 members 
Mstep: Class 24 contains 346729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112851384.000000 Penalty: 76936.421875
Iteration 21Q: 23 clusters Score -1.128514e+08 nChanged 34697
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 26937 members 
Mstep: Class 3 contains 17429 members 
Mstep: Class 4 contains 20761 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 15703 members 
Mstep: Class 7 contains 7841 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 34061 members 
Mstep: Class 10 contains 77367 members 
Mstep: Class 11 contains 36567 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 21050 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 17 contains 107905 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 15042 members 
Mstep: Class 20 contains 164292 members 
Mstep: Class 21 contains 17990 members 
Mstep: Class 22 contains 332160 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 359382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112863784.000000 Penalty: 76936.421875
Iteration 22Q: 23 clusters Score -1.128638e+08 nChanged 31135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 26172 members 
Mstep: Class 3 contains 17784 members 
Mstep: Class 4 contains 20138 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 6 contains 15509 members 
Mstep: Class 7 contains 7855 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 33780 members 
Mstep: Class 10 contains 77310 members 
Mstep: Class 11 contains 36676 members 
Mstep: Class 12 contains 6167 members 
Mstep: Class 13 contains 21073 members 
Mstep: Class 14 contains 24963 members 
Mstep: Class 17 contains 106952 members 
Mstep: Class 18 contains 9561 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 140671 members 
Mstep: Class 21 contains 17593 members 
Mstep: Class 22 contains 347113 members 
Mstep: Class 23 contains 14285 members 
Mstep: Class 24 contains 370111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112875456.000000 Penalty: 76936.421875
Iteration 23Q: 23 clusters Score -1.128755e+08 nChanged 27023
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 25558 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 19561 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 15317 members 
Mstep: Class 7 contains 7886 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 33527 members 
Mstep: Class 10 contains 77255 members 
Mstep: Class 11 contains 36787 members 
Mstep: Class 12 contains 6096 members 
Mstep: Class 13 contains 21072 members 
Mstep: Class 14 contains 24565 members 
Mstep: Class 17 contains 106195 members 
Mstep: Class 18 contains 9495 members 
Mstep: Class 19 contains 14966 members 
Mstep: Class 20 contains 120662 members 
Mstep: Class 21 contains 17165 members 
Mstep: Class 22 contains 360524 members 
Mstep: Class 23 contains 14713 members 
Mstep: Class 24 contains 378697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112885864.000000 Penalty: 76936.421875
Iteration 24Q: 23 clusters Score -1.128859e+08 nChanged 22358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 25050 members 
Mstep: Class 3 contains 18447 members 
Mstep: Class 4 contains 19039 members 
Mstep: Class 5 contains 9340 members 
Mstep: Class 6 contains 15124 members 
Mstep: Class 7 contains 7898 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 33234 members 
Mstep: Class 10 contains 77244 members 
Mstep: Class 11 contains 36897 members 
Mstep: Class 12 contains 6020 members 
Mstep: Class 13 contains 21085 members 
Mstep: Class 14 contains 24188 members 
Mstep: Class 17 contains 105570 members 
Mstep: Class 18 contains 9466 members 
Mstep: Class 19 contains 14926 members 
Mstep: Class 20 contains 104689 members 
Mstep: Class 21 contains 16749 members 
Mstep: Class 22 contains 371775 members 
Mstep: Class 23 contains 15031 members 
Mstep: Class 24 contains 385308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112892792.000000 Penalty: 76936.421875
Iteration 25Q: 23 clusters Score -1.128928e+08 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 24646 members 
Mstep: Class 3 contains 18772 members 
Mstep: Class 4 contains 18560 members 
Mstep: Class 5 contains 9556 members 
Mstep: Class 6 contains 14941 members 
Mstep: Class 7 contains 7907 members 
Mstep: Class 8 contains 7789 members 
Mstep: Class 9 contains 32922 members 
Mstep: Class 10 contains 77234 members 
Mstep: Class 11 contains 36949 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 21129 members 
Mstep: Class 14 contains 23745 members 
Mstep: Class 17 contains 105019 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 14882 members 
Mstep: Class 20 contains 92267 members 
Mstep: Class 21 contains 16322 members 
Mstep: Class 22 contains 380890 members 
Mstep: Class 23 contains 15339 members 
Mstep: Class 24 contains 390301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112898192.000000 Penalty: 76936.421875
Iteration 26Q: 23 clusters Score -1.128982e+08 nChanged 14831
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 24263 members 
Mstep: Class 3 contains 19057 members 
Mstep: Class 4 contains 18133 members 
Mstep: Class 5 contains 9765 members 
Mstep: Class 6 contains 14768 members 
Mstep: Class 7 contains 7946 members 
Mstep: Class 8 contains 7994 members 
Mstep: Class 9 contains 32661 members 
Mstep: Class 10 contains 77252 members 
Mstep: Class 11 contains 36973 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 21192 members 
Mstep: Class 14 contains 23321 members 
Mstep: Class 17 contains 104594 members 
Mstep: Class 18 contains 9532 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 82776 members 
Mstep: Class 21 contains 15903 members 
Mstep: Class 22 contains 388056 members 
Mstep: Class 23 contains 15637 members 
Mstep: Class 24 contains 393988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112901960.000000 Penalty: 76936.421875
Iteration 27Q: 23 clusters Score -1.12902e+08 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 23915 members 
Mstep: Class 3 contains 19369 members 
Mstep: Class 4 contains 17748 members 
Mstep: Class 5 contains 9977 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 8003 members 
Mstep: Class 8 contains 8210 members 
Mstep: Class 9 contains 32415 members 
Mstep: Class 10 contains 77296 members 
Mstep: Class 11 contains 37010 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 13 contains 21329 members 
Mstep: Class 14 contains 22901 members 
Mstep: Class 17 contains 104257 members 
Mstep: Class 18 contains 9616 members 
Mstep: Class 19 contains 14785 members 
Mstep: Class 20 contains 75367 members 
Mstep: Class 21 contains 15486 members 
Mstep: Class 22 contains 393750 members 
Mstep: Class 23 contains 15904 members 
Mstep: Class 24 contains 396717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112905016.000000 Penalty: 76936.421875
Iteration 28Q: 23 clusters Score -1.12905e+08 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 23585 members 
Mstep: Class 3 contains 19644 members 
Mstep: Class 4 contains 17457 members 
Mstep: Class 5 contains 10182 members 
Mstep: Class 6 contains 14431 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 8442 members 
Mstep: Class 9 contains 32186 members 
Mstep: Class 10 contains 77311 members 
Mstep: Class 11 contains 37016 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 21537 members 
Mstep: Class 14 contains 22507 members 
Mstep: Class 17 contains 104009 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 14722 members 
Mstep: Class 20 contains 69566 members 
Mstep: Class 21 contains 15098 members 
Mstep: Class 22 contains 398231 members 
Mstep: Class 23 contains 16122 members 
Mstep: Class 24 contains 398736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112908080.000000 Penalty: 76936.421875
Iteration 29Q: 23 clusters Score -1.129081e+08 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 23292 members 
Mstep: Class 3 contains 19934 members 
Mstep: Class 4 contains 17189 members 
Mstep: Class 5 contains 10394 members 
Mstep: Class 6 contains 14287 members 
Mstep: Class 7 contains 8084 members 
Mstep: Class 8 contains 8724 members 
Mstep: Class 9 contains 31952 members 
Mstep: Class 10 contains 77338 members 
Mstep: Class 11 contains 37007 members 
Mstep: Class 12 contains 5723 members 
Mstep: Class 13 contains 21896 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 17 contains 103791 members 
Mstep: Class 18 contains 9938 members 
Mstep: Class 19 contains 14641 members 
Mstep: Class 20 contains 64953 members 
Mstep: Class 21 contains 14747 members 
Mstep: Class 22 contains 401808 members 
Mstep: Class 23 contains 16340 members 
Mstep: Class 24 contains 400176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112910744.000000 Penalty: 76936.421875
Iteration 30Q: 23 clusters Score -1.129107e+08 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 23030 members 
Mstep: Class 3 contains 20180 members 
Mstep: Class 4 contains 16938 members 
Mstep: Class 5 contains 10615 members 
Mstep: Class 6 contains 14130 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 9018 members 
Mstep: Class 9 contains 31762 members 
Mstep: Class 10 contains 77365 members 
Mstep: Class 11 contains 36974 members 
Mstep: Class 12 contains 5671 members 
Mstep: Class 13 contains 22497 members 
Mstep: Class 14 contains 21782 members 
Mstep: Class 17 contains 103575 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 19 contains 14567 members 
Mstep: Class 20 contains 61270 members 
Mstep: Class 21 contains 14449 members 
Mstep: Class 22 contains 404613 members 
Mstep: Class 23 contains 16511 members 
Mstep: Class 24 contains 401061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112912840.000000 Penalty: 76936.421875
Iteration 31Q: 23 clusters Score -1.129128e+08 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 22785 members 
Mstep: Class 3 contains 20384 members 
Mstep: Class 4 contains 16763 members 
Mstep: Class 5 contains 10820 members 
Mstep: Class 6 contains 13953 members 
Mstep: Class 7 contains 8193 members 
Mstep: Class 8 contains 9306 members 
Mstep: Class 9 contains 31540 members 
Mstep: Class 10 contains 77359 members 
Mstep: Class 11 contains 36914 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 23381 members 
Mstep: Class 14 contains 21469 members 
Mstep: Class 17 contains 103406 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 14495 members 
Mstep: Class 20 contains 58249 members 
Mstep: Class 21 contains 14204 members 
Mstep: Class 22 contains 406907 members 
Mstep: Class 23 contains 16683 members 
Mstep: Class 24 contains 401443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112914880.000000 Penalty: 76936.421875
Iteration 32Q: 23 clusters Score -1.129149e+08 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 22549 members 
Mstep: Class 3 contains 20556 members 
Mstep: Class 4 contains 16639 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 6 contains 13780 members 
Mstep: Class 7 contains 8280 members 
Mstep: Class 8 contains 9585 members 
Mstep: Class 9 contains 31319 members 
Mstep: Class 10 contains 77378 members 
Mstep: Class 11 contains 36837 members 
Mstep: Class 12 contains 5560 members 
Mstep: Class 13 contains 24385 members 
Mstep: Class 14 contains 21168 members 
Mstep: Class 17 contains 103257 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 14410 members 
Mstep: Class 20 contains 55795 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 408753 members 
Mstep: Class 23 contains 16824 members 
Mstep: Class 24 contains 401459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112915976.000000 Penalty: 76936.421875
Iteration 33Q: 23 clusters Score -1.12916e+08 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 22328 members 
Mstep: Class 3 contains 20724 members 
Mstep: Class 4 contains 16578 members 
Mstep: Class 5 contains 11262 members 
Mstep: Class 6 contains 13604 members 
Mstep: Class 7 contains 8434 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 31131 members 
Mstep: Class 10 contains 77354 members 
Mstep: Class 11 contains 36759 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 25306 members 
Mstep: Class 14 contains 20903 members 
Mstep: Class 17 contains 103106 members 
Mstep: Class 18 contains 10728 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 20 contains 53890 members 
Mstep: Class 21 contains 13824 members 
Mstep: Class 22 contains 410221 members 
Mstep: Class 23 contains 16976 members 
Mstep: Class 24 contains 401188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112917896.000000 Penalty: 76936.421875
Iteration 34Q: 23 clusters Score -1.129179e+08 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 22134 members 
Mstep: Class 3 contains 20911 members 
Mstep: Class 4 contains 16526 members 
Mstep: Class 5 contains 11484 members 
Mstep: Class 6 contains 13426 members 
Mstep: Class 7 contains 8602 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 30949 members 
Mstep: Class 10 contains 77316 members 
Mstep: Class 11 contains 36690 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 26086 members 
Mstep: Class 14 contains 20608 members 
Mstep: Class 17 contains 102972 members 
Mstep: Class 18 contains 10903 members 
Mstep: Class 19 contains 14239 members 
Mstep: Class 20 contains 52521 members 
Mstep: Class 21 contains 13689 members 
Mstep: Class 22 contains 411392 members 
Mstep: Class 23 contains 17114 members 
Mstep: Class 24 contains 400839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112919408.000000 Penalty: 76936.421875
Iteration 35Q: 23 clusters Score -1.129194e+08 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 21961 members 
Mstep: Class 3 contains 21084 members 
Mstep: Class 4 contains 16505 members 
Mstep: Class 5 contains 11723 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 10235 members 
Mstep: Class 9 contains 30819 members 
Mstep: Class 10 contains 77252 members 
Mstep: Class 11 contains 36645 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 26721 members 
Mstep: Class 14 contains 20369 members 
Mstep: Class 17 contains 102834 members 
Mstep: Class 18 contains 11065 members 
Mstep: Class 19 contains 14170 members 
Mstep: Class 20 contains 51437 members 
Mstep: Class 21 contains 13607 members 
Mstep: Class 22 contains 412366 members 
Mstep: Class 23 contains 17226 members 
Mstep: Class 24 contains 400373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112920736.000000 Penalty: 76936.421875
Iteration 36Q: 23 clusters Score -1.129207e+08 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 21775 members 
Mstep: Class 3 contains 21252 members 
Mstep: Class 4 contains 16506 members 
Mstep: Class 5 contains 11938 members 
Mstep: Class 6 contains 13125 members 
Mstep: Class 7 contains 8924 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 30697 members 
Mstep: Class 10 contains 77187 members 
Mstep: Class 11 contains 36615 members 
Mstep: Class 12 contains 5351 members 
Mstep: Class 13 contains 27269 members 
Mstep: Class 14 contains 20153 members 
Mstep: Class 17 contains 102736 members 
Mstep: Class 18 contains 11196 members 
Mstep: Class 19 contains 14107 members 
Mstep: Class 20 contains 50589 members 
Mstep: Class 21 contains 13552 members 
Mstep: Class 22 contains 413121 members 
Mstep: Class 23 contains 17323 members 
Mstep: Class 24 contains 399980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112921144.000000 Penalty: 76936.421875
Iteration 37Q: 23 clusters Score -1.129211e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 21605 members 
Mstep: Class 3 contains 21388 members 
Mstep: Class 4 contains 16538 members 
Mstep: Class 5 contains 12158 members 
Mstep: Class 6 contains 12978 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 10497 members 
Mstep: Class 9 contains 30577 members 
Mstep: Class 10 contains 77124 members 
Mstep: Class 11 contains 36586 members 
Mstep: Class 12 contains 5309 members 
Mstep: Class 13 contains 27730 members 
Mstep: Class 14 contains 19938 members 
Mstep: Class 17 contains 102646 members 
Mstep: Class 18 contains 11313 members 
Mstep: Class 19 contains 14051 members 
Mstep: Class 20 contains 49916 members 
Mstep: Class 21 contains 13523 members 
Mstep: Class 22 contains 413733 members 
Mstep: Class 23 contains 17399 members 
Mstep: Class 24 contains 399678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112921744.000000 Penalty: 76936.421875
Iteration 38Q: 23 clusters Score -1.129217e+08 nChanged 2940
Entering ConstructFrom: 
Score: -112921744.000000 Penalty: 76936.421875
Entering ConstructFrom: 
Trying to split cluster 1 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -602895.250000 Penalty: 2197.298096
	Iteration 0F: 2 clusters Score -602895.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -597049.625000 Penalty: 4394.596191
	Iteration 0F: 3 clusters Score -597049.6 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -598621.750000 Penalty: 4394.596191
	Iteration 1F: 3 clusters Score -598621.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -598868.562500 Penalty: 4394.596191
	Iteration 2F: 3 clusters Score -598868.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -599024.500000 Penalty: 4394.596191
	Iteration 3Q: 3 clusters Score -599024.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -599133.562500 Penalty: 4394.596191
	Iteration 4Q: 3 clusters Score -599133.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -599220.625000 Penalty: 4394.596191
	Iteration 5Q: 3 clusters Score -599220.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -599314.625000 Penalty: 4394.596191
	Iteration 6Q: 3 clusters Score -599314.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -599432.562500 Penalty: 4394.596191
	Iteration 7Q: 3 clusters Score -599432.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -599583.187500 Penalty: 4394.596191
	Iteration 8Q: 3 clusters Score -599583.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -599738.437500 Penalty: 4394.596191
	Iteration 9Q: 3 clusters Score -599738.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -599909.375000 Penalty: 4394.596191
	Iteration 10Q: 3 clusters Score -599909.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -600094.812500 Penalty: 4394.596191
	Iteration 11Q: 3 clusters Score -600094.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -600302.000000 Penalty: 4394.596191
	Iteration 12Q: 3 clusters Score -600302 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -600532.687500 Penalty: 4394.596191
	Iteration 13Q: 3 clusters Score -600532.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -600764.375000 Penalty: 4394.596191
	Iteration 14Q: 3 clusters Score -600764.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -600957.875000 Penalty: 4394.596191
	Iteration 15Q: 3 clusters Score -600957.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -601099.375000 Penalty: 4394.596191
	Iteration 16Q: 3 clusters Score -601099.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -601207.062500 Penalty: 4394.596191
	Iteration 17Q: 3 clusters Score -601207.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -601313.437500 Penalty: 4394.596191
	Iteration 18Q: 3 clusters Score -601313.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -601406.500000 Penalty: 4394.596191
	Iteration 19Q: 3 clusters Score -601406.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -601483.562500 Penalty: 4394.596191
	Iteration 20F: 3 clusters Score -601483.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -601527.125000 Penalty: 4394.596191
	Iteration 21Q: 3 clusters Score -601527.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -601560.500000 Penalty: 4394.596191
	Iteration 22Q: 3 clusters Score -601560.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -601593.687500 Penalty: 4394.596191
	Iteration 23Q: 3 clusters Score -601593.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -601628.625000 Penalty: 4394.596191
	Iteration 24Q: 3 clusters Score -601628.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -601650.437500 Penalty: 4394.596191
	Iteration 25Q: 3 clusters Score -601650.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -601673.687500 Penalty: 4394.596191
	Iteration 26Q: 3 clusters Score -601673.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -601692.375000 Penalty: 4394.596191
	Iteration 27Q: 3 clusters Score -601692.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -601714.250000 Penalty: 4394.596191
	Iteration 28Q: 3 clusters Score -601714.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -601733.437500 Penalty: 4394.596191
	Iteration 29Q: 3 clusters Score -601733.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -601753.687500 Penalty: 4394.596191
	Iteration 30Q: 3 clusters Score -601753.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -601766.937500 Penalty: 4394.596191
	Iteration 31Q: 3 clusters Score -601766.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -601777.375000 Penalty: 4394.596191
	Iteration 32Q: 3 clusters Score -601777.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -601785.875000 Penalty: 4394.596191
	Iteration 33Q: 3 clusters Score -601785.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -601794.062500 Penalty: 4394.596191
	Iteration 34Q: 3 clusters Score -601794.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -601798.062500 Penalty: 4394.596191
	Iteration 35Q: 3 clusters Score -601798.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -601804.812500 Penalty: 4394.596191
	Iteration 36Q: 3 clusters Score -601804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -601809.437500 Penalty: 4394.596191
	Iteration 37Q: 3 clusters Score -601809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -601815.562500 Penalty: 4394.596191
	Iteration 38Q: 3 clusters Score -601815.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -601818.000000 Penalty: 4394.596191
	Iteration 39Q: 3 clusters Score -601818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -601821.437500 Penalty: 4394.596191
	Iteration 40F: 3 clusters Score -601821.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -601822.562500 Penalty: 4394.596191
	Iteration 41Q: 3 clusters Score -601822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -601824.062500 Penalty: 4394.596191
	Iteration 42Q: 3 clusters Score -601824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -601824.625000 Penalty: 4394.596191
	Iteration 43Q: 3 clusters Score -601824.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -601824.625000 Penalty: 4394.596191
	Iteration 44F: 3 clusters Score -601824.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Entering Unmasked Estep 
Score: -1791525.750000 Penalty: 2473.353516
	Iteration 0F: 2 clusters Score -1791526 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 10688 members 
Entering Unmasked Estep 
Score: -1776579.875000 Penalty: 4946.707031
	Iteration 0F: 3 clusters Score -1776580 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1781761.375000 Penalty: 4946.707031
	Iteration 1F: 3 clusters Score -1781761 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1782593.500000 Penalty: 4946.707031
	Iteration 2F: 3 clusters Score -1782594 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1783650.125000 Penalty: 4946.707031
	Iteration 3F: 3 clusters Score -1783650 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1784975.875000 Penalty: 4946.707031
	Iteration 4F: 3 clusters Score -1784976 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1786221.625000 Penalty: 4946.707031
	Iteration 5F: 3 clusters Score -1786222 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1787226.250000 Penalty: 4946.707031
	Iteration 6F: 3 clusters Score -1787226 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1787954.750000 Penalty: 4946.707031
	Iteration 7F: 3 clusters Score -1787955 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1788500.500000 Penalty: 4946.707031
	Iteration 8Q: 3 clusters Score -1788500 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1789061.250000 Penalty: 4946.707031
	Iteration 9Q: 3 clusters Score -1789061 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1789790.375000 Penalty: 4946.707031
	Iteration 10Q: 3 clusters Score -1789790 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1790861.750000 Penalty: 4946.707031
	Iteration 11Q: 3 clusters Score -1790862 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1792382.000000 Penalty: 4946.707031
	Iteration 12F: 3 clusters Score -1792382 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1794305.875000 Penalty: 4946.707031
	Iteration 13F: 3 clusters Score -1794306 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1796312.375000 Penalty: 4946.707031
	Iteration 14F: 3 clusters Score -1796312 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1797605.500000 Penalty: 4946.707031
	Iteration 15Q: 3 clusters Score -1797606 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1798194.625000 Penalty: 4946.707031
	Iteration 16Q: 3 clusters Score -1798195 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1798364.750000 Penalty: 4946.707031
	Iteration 17Q: 3 clusters Score -1798365 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1798422.750000 Penalty: 4946.707031
	Iteration 18Q: 3 clusters Score -1798423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1798443.375000 Penalty: 4946.707031
	Iteration 19Q: 3 clusters Score -1798443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1798468.125000 Penalty: 4946.707031
	Iteration 20F: 3 clusters Score -1798468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1798486.875000 Penalty: 4946.707031
	Iteration 21Q: 3 clusters Score -1798487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1798479.625000 Penalty: 4946.707031
	Iteration 22Q: 3 clusters Score -1798480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1798488.750000 Penalty: 4946.707031
	Iteration 23Q: 3 clusters Score -1798489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1798491.250000 Penalty: 4946.707031
	Iteration 24Q: 3 clusters Score -1798491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1798488.625000 Penalty: 4946.707031
	Iteration 25Q: 3 clusters Score -1798489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1798489.375000 Penalty: 4946.707031
	Iteration 26Q: 3 clusters Score -1798489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1798491.125000 Penalty: 4946.707031
	Iteration 27Q: 3 clusters Score -1798491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1798492.625000 Penalty: 4946.707031
	Iteration 28Q: 3 clusters Score -1798493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1798490.000000 Penalty: 4946.707031
	Iteration 29Q: 3 clusters Score -1798490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1798492.625000 Penalty: 4946.707031
	Iteration 30Q: 3 clusters Score -1798493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1798491.375000 Penalty: 4946.707031
	Iteration 31Q: 3 clusters Score -1798491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1798492.000000 Penalty: 4946.707031
	Iteration 32Q: 3 clusters Score -1798492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1798491.125000 Penalty: 4946.707031
	Iteration 33Q: 3 clusters Score -1798491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1798490.375000 Penalty: 4946.707031
	Iteration 34Q: 3 clusters Score -1798490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1798492.000000 Penalty: 4946.707031
	Iteration 35Q: 3 clusters Score -1798492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1798492.000000 Penalty: 4946.707031
	Iteration 36F: 3 clusters Score -1798492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 16577 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 77092 members 
Mstep: Class 11 contains 36568 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Entering Unmasked Estep 
Score: -112927912.000000 Penalty: 80433.531250
Splitting cluster 2 changes total score from -112921744.000000 to -112927912.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (21527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Entering Unmasked Estep 
Score: -1889427.375000 Penalty: 2474.311768
	Iteration 0F: 2 clusters Score -1889427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1874303.375000 Penalty: 4948.623535
	Iteration 0F: 3 clusters Score -1874303 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1879428.750000 Penalty: 4948.623535
	Iteration 1F: 3 clusters Score -1879429 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1879909.000000 Penalty: 4948.623535
	Iteration 2F: 3 clusters Score -1879909 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1880378.250000 Penalty: 4948.623535
	Iteration 3Q: 3 clusters Score -1880378 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1880876.500000 Penalty: 4948.623535
	Iteration 4Q: 3 clusters Score -1880876 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1881530.125000 Penalty: 4948.623535
	Iteration 5F: 3 clusters Score -1881530 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1882348.500000 Penalty: 4948.623535
	Iteration 6F: 3 clusters Score -1882348 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1883384.500000 Penalty: 4948.623535
	Iteration 7F: 3 clusters Score -1883384 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1884502.250000 Penalty: 4948.623535
	Iteration 8F: 3 clusters Score -1884502 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1885470.375000 Penalty: 4948.623535
	Iteration 9F: 3 clusters Score -1885470 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1886120.000000 Penalty: 4948.623535
	Iteration 10Q: 3 clusters Score -1886120 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1886577.750000 Penalty: 4948.623535
	Iteration 11Q: 3 clusters Score -1886578 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1886856.500000 Penalty: 4948.623535
	Iteration 12Q: 3 clusters Score -1886856 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1887019.875000 Penalty: 4948.623535
	Iteration 13Q: 3 clusters Score -1887020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1887147.750000 Penalty: 4948.623535
	Iteration 14Q: 3 clusters Score -1887148 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1887229.750000 Penalty: 4948.623535
	Iteration 15Q: 3 clusters Score -1887230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1887278.125000 Penalty: 4948.623535
	Iteration 16Q: 3 clusters Score -1887278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1887315.625000 Penalty: 4948.623535
	Iteration 17Q: 3 clusters Score -1887316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1887345.750000 Penalty: 4948.623535
	Iteration 18Q: 3 clusters Score -1887346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1887375.250000 Penalty: 4948.623535
	Iteration 19Q: 3 clusters Score -1887375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1887404.500000 Penalty: 4948.623535
	Iteration 20F: 3 clusters Score -1887404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1887420.000000 Penalty: 4948.623535
	Iteration 21Q: 3 clusters Score -1887420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1887435.375000 Penalty: 4948.623535
	Iteration 22Q: 3 clusters Score -1887435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1887444.125000 Penalty: 4948.623535
	Iteration 23Q: 3 clusters Score -1887444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1887464.000000 Penalty: 4948.623535
	Iteration 24Q: 3 clusters Score -1887464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1887477.625000 Penalty: 4948.623535
	Iteration 25Q: 3 clusters Score -1887478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1887490.375000 Penalty: 4948.623535
	Iteration 26Q: 3 clusters Score -1887490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1887499.625000 Penalty: 4948.623535
	Iteration 27Q: 3 clusters Score -1887500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1887505.375000 Penalty: 4948.623535
	Iteration 28Q: 3 clusters Score -1887505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1887508.750000 Penalty: 4948.623535
	Iteration 29Q: 3 clusters Score -1887509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1887511.875000 Penalty: 4948.623535
	Iteration 30Q: 3 clusters Score -1887512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1887517.250000 Penalty: 4948.623535
	Iteration 31Q: 3 clusters Score -1887517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1887523.125000 Penalty: 4948.623535
	Iteration 32Q: 3 clusters Score -1887523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1887527.000000 Penalty: 4948.623535
	Iteration 33Q: 3 clusters Score -1887527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1887526.375000 Penalty: 4948.623535
	Iteration 34Q: 3 clusters Score -1887526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1887526.875000 Penalty: 4948.623535
	Iteration 35Q: 3 clusters Score -1887527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1887530.375000 Penalty: 4948.623535
	Iteration 36Q: 3 clusters Score -1887530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1887531.500000 Penalty: 4948.623535
	Iteration 37Q: 3 clusters Score -1887532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1887531.500000 Penalty: 4948.623535
	Iteration 38F: 3 clusters Score -1887532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1331477.375000 Penalty: 2409.511475
	Iteration 0F: 2 clusters Score -1331477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1319658.875000 Penalty: 4819.022949
	Iteration 0F: 3 clusters Score -1319659 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1323799.375000 Penalty: 4819.022949
	Iteration 1F: 3 clusters Score -1323799 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1324820.125000 Penalty: 4819.022949
	Iteration 2F: 3 clusters Score -1324820 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1326462.125000 Penalty: 4819.022949
	Iteration 3F: 3 clusters Score -1326462 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1328495.125000 Penalty: 4819.022949
	Iteration 4F: 3 clusters Score -1328495 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1330179.875000 Penalty: 4819.022949
	Iteration 5F: 3 clusters Score -1330180 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1331135.375000 Penalty: 4819.022949
	Iteration 6F: 3 clusters Score -1331135 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1331707.875000 Penalty: 4819.022949
	Iteration 7Q: 3 clusters Score -1331708 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1332193.375000 Penalty: 4819.022949
	Iteration 8Q: 3 clusters Score -1332193 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1332696.000000 Penalty: 4819.022949
	Iteration 9Q: 3 clusters Score -1332696 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1333193.500000 Penalty: 4819.022949
	Iteration 10Q: 3 clusters Score -1333194 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1333525.125000 Penalty: 4819.022949
	Iteration 11Q: 3 clusters Score -1333525 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1333738.375000 Penalty: 4819.022949
	Iteration 12Q: 3 clusters Score -1333738 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1333888.625000 Penalty: 4819.022949
	Iteration 13Q: 3 clusters Score -1333889 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1333969.625000 Penalty: 4819.022949
	Iteration 14Q: 3 clusters Score -1333970 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1334034.750000 Penalty: 4819.022949
	Iteration 15Q: 3 clusters Score -1334035 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1334129.625000 Penalty: 4819.022949
	Iteration 16Q: 3 clusters Score -1334130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1334238.125000 Penalty: 4819.022949
	Iteration 17Q: 3 clusters Score -1334238 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1334368.500000 Penalty: 4819.022949
	Iteration 18Q: 3 clusters Score -1334368 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1334574.375000 Penalty: 4819.022949
	Iteration 19Q: 3 clusters Score -1334574 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1334882.375000 Penalty: 4819.022949
	Iteration 20F: 3 clusters Score -1334882 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1335198.125000 Penalty: 4819.022949
	Iteration 21Q: 3 clusters Score -1335198 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1335402.500000 Penalty: 4819.022949
	Iteration 22Q: 3 clusters Score -1335402 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1335503.500000 Penalty: 4819.022949
	Iteration 23Q: 3 clusters Score -1335504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1335556.625000 Penalty: 4819.022949
	Iteration 24Q: 3 clusters Score -1335557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1335586.875000 Penalty: 4819.022949
	Iteration 25Q: 3 clusters Score -1335587 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1335614.000000 Penalty: 4819.022949
	Iteration 26Q: 3 clusters Score -1335614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1335620.000000 Penalty: 4819.022949
	Iteration 27Q: 3 clusters Score -1335620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1335630.500000 Penalty: 4819.022949
	Iteration 28Q: 3 clusters Score -1335630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1335644.125000 Penalty: 4819.022949
	Iteration 29Q: 3 clusters Score -1335644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1335644.750000 Penalty: 4819.022949
	Iteration 30Q: 3 clusters Score -1335645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1335653.125000 Penalty: 4819.022949
	Iteration 31Q: 3 clusters Score -1335653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1335656.250000 Penalty: 4819.022949
	Iteration 32Q: 3 clusters Score -1335656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1335657.625000 Penalty: 4819.022949
	Iteration 33Q: 3 clusters Score -1335658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1335659.875000 Penalty: 4819.022949
	Iteration 34Q: 3 clusters Score -1335660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1335660.750000 Penalty: 4819.022949
	Iteration 35Q: 3 clusters Score -1335661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1335658.500000 Penalty: 4819.022949
	Iteration 36Q: 3 clusters Score -1335658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1335656.500000 Penalty: 4819.022949
	Iteration 37Q: 3 clusters Score -1335656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1335658.625000 Penalty: 4819.022949
	Iteration 38Q: 3 clusters Score -1335659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1335657.875000 Penalty: 4819.022949
	Iteration 39Q: 3 clusters Score -1335658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1335657.875000 Penalty: 4819.022949
	Iteration 40F: 3 clusters Score -1335658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 12880 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 77092 members 
Mstep: Class 11 contains 36568 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Entering Unmasked Estep 
Score: -112930360.000000 Penalty: 83930.640625
Splitting cluster 4 changes total score from -112921744.000000 to -112930360.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (12355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Entering Unmasked Estep 
Score: -1104436.875000 Penalty: 2336.610352
	Iteration 0F: 2 clusters Score -1104437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1095267.750000 Penalty: 4673.220703
	Iteration 0F: 3 clusters Score -1095268 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1097981.875000 Penalty: 4673.220703
	Iteration 1F: 3 clusters Score -1097982 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1098261.500000 Penalty: 4673.220703
	Iteration 2F: 3 clusters Score -1098262 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1098437.125000 Penalty: 4673.220703
	Iteration 3Q: 3 clusters Score -1098437 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1098574.125000 Penalty: 4673.220703
	Iteration 4Q: 3 clusters Score -1098574 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1098684.125000 Penalty: 4673.220703
	Iteration 5Q: 3 clusters Score -1098684 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1098775.375000 Penalty: 4673.220703
	Iteration 6Q: 3 clusters Score -1098775 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1098849.250000 Penalty: 4673.220703
	Iteration 7Q: 3 clusters Score -1098849 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1098921.875000 Penalty: 4673.220703
	Iteration 8Q: 3 clusters Score -1098922 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1098997.500000 Penalty: 4673.220703
	Iteration 9Q: 3 clusters Score -1098998 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1099071.750000 Penalty: 4673.220703
	Iteration 10Q: 3 clusters Score -1099072 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1099148.500000 Penalty: 4673.220703
	Iteration 11Q: 3 clusters Score -1099148 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1099229.375000 Penalty: 4673.220703
	Iteration 12Q: 3 clusters Score -1099229 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1099317.375000 Penalty: 4673.220703
	Iteration 13Q: 3 clusters Score -1099317 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1099412.875000 Penalty: 4673.220703
	Iteration 14Q: 3 clusters Score -1099413 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1099537.500000 Penalty: 4673.220703
	Iteration 15Q: 3 clusters Score -1099538 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1099676.750000 Penalty: 4673.220703
	Iteration 16Q: 3 clusters Score -1099677 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1099890.125000 Penalty: 4673.220703
	Iteration 17Q: 3 clusters Score -1099890 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1100113.500000 Penalty: 4673.220703
	Iteration 18Q: 3 clusters Score -1100114 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1100352.125000 Penalty: 4673.220703
	Iteration 19Q: 3 clusters Score -1100352 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1100567.750000 Penalty: 4673.220703
	Iteration 20F: 3 clusters Score -1100568 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1100774.125000 Penalty: 4673.220703
	Iteration 21Q: 3 clusters Score -1100774 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1100969.750000 Penalty: 4673.220703
	Iteration 22Q: 3 clusters Score -1100970 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1101170.875000 Penalty: 4673.220703
	Iteration 23Q: 3 clusters Score -1101171 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1101362.125000 Penalty: 4673.220703
	Iteration 24Q: 3 clusters Score -1101362 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1101551.125000 Penalty: 4673.220703
	Iteration 25Q: 3 clusters Score -1101551 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1101696.500000 Penalty: 4673.220703
	Iteration 26Q: 3 clusters Score -1101696 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1101816.500000 Penalty: 4673.220703
	Iteration 27Q: 3 clusters Score -1101816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1101911.125000 Penalty: 4673.220703
	Iteration 28Q: 3 clusters Score -1101911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1101971.375000 Penalty: 4673.220703
	Iteration 29Q: 3 clusters Score -1101971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1102015.125000 Penalty: 4673.220703
	Iteration 30Q: 3 clusters Score -1102015 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1102051.500000 Penalty: 4673.220703
	Iteration 31Q: 3 clusters Score -1102052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1102080.250000 Penalty: 4673.220703
	Iteration 32Q: 3 clusters Score -1102080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1102111.125000 Penalty: 4673.220703
	Iteration 33Q: 3 clusters Score -1102111 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1102129.500000 Penalty: 4673.220703
	Iteration 34Q: 3 clusters Score -1102130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1102150.750000 Penalty: 4673.220703
	Iteration 35Q: 3 clusters Score -1102151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1102163.875000 Penalty: 4673.220703
	Iteration 36Q: 3 clusters Score -1102164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1102181.750000 Penalty: 4673.220703
	Iteration 37Q: 3 clusters Score -1102182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1102193.625000 Penalty: 4673.220703
	Iteration 38Q: 3 clusters Score -1102194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1102206.000000 Penalty: 4673.220703
	Iteration 39Q: 3 clusters Score -1102206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1102210.500000 Penalty: 4673.220703
	Iteration 40F: 3 clusters Score -1102210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1102219.000000 Penalty: 4673.220703
	Iteration 41Q: 3 clusters Score -1102219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1102230.750000 Penalty: 4673.220703
	Iteration 42Q: 3 clusters Score -1102231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1102234.875000 Penalty: 4673.220703
	Iteration 43Q: 3 clusters Score -1102235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1102240.500000 Penalty: 4673.220703
	Iteration 44Q: 3 clusters Score -1102240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1102243.500000 Penalty: 4673.220703
	Iteration 45Q: 3 clusters Score -1102244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1102252.125000 Penalty: 4673.220703
	Iteration 46Q: 3 clusters Score -1102252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1102257.500000 Penalty: 4673.220703
	Iteration 47Q: 3 clusters Score -1102258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1102260.375000 Penalty: 4673.220703
	Iteration 48Q: 3 clusters Score -1102260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1102270.000000 Penalty: 4673.220703
	Iteration 49Q: 3 clusters Score -1102270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1102271.000000 Penalty: 4673.220703
	Iteration 50Q: 3 clusters Score -1102271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1102270.125000 Penalty: 4673.220703
	Iteration 51Q: 3 clusters Score -1102270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1102276.250000 Penalty: 4673.220703
	Iteration 52Q: 3 clusters Score -1102276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1102278.625000 Penalty: 4673.220703
	Iteration 53Q: 3 clusters Score -1102279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1102281.500000 Penalty: 4673.220703
	Iteration 54Q: 3 clusters Score -1102282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1102282.750000 Penalty: 4673.220703
	Iteration 55Q: 3 clusters Score -1102283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1102284.250000 Penalty: 4673.220703
	Iteration 56Q: 3 clusters Score -1102284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1102283.625000 Penalty: 4673.220703
	Iteration 57Q: 3 clusters Score -1102284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1102293.375000 Penalty: 4673.220703
	Iteration 58Q: 3 clusters Score -1102293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1102291.125000 Penalty: 4673.220703
	Iteration 59Q: 3 clusters Score -1102291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1102294.625000 Penalty: 4673.220703
	Iteration 60F: 3 clusters Score -1102295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1102298.375000 Penalty: 4673.220703
	Iteration 61Q: 3 clusters Score -1102298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1102302.625000 Penalty: 4673.220703
	Iteration 62Q: 3 clusters Score -1102303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1102305.125000 Penalty: 4673.220703
	Iteration 63Q: 3 clusters Score -1102305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1102308.250000 Penalty: 4673.220703
	Iteration 64Q: 3 clusters Score -1102308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1102313.625000 Penalty: 4673.220703
	Iteration 65Q: 3 clusters Score -1102314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1102320.125000 Penalty: 4673.220703
	Iteration 66Q: 3 clusters Score -1102320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1102321.500000 Penalty: 4673.220703
	Iteration 67Q: 3 clusters Score -1102322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1102323.875000 Penalty: 4673.220703
	Iteration 68Q: 3 clusters Score -1102324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1102327.250000 Penalty: 4673.220703
	Iteration 69Q: 3 clusters Score -1102327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1102330.500000 Penalty: 4673.220703
	Iteration 70Q: 3 clusters Score -1102330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1102334.250000 Penalty: 4673.220703
	Iteration 71Q: 3 clusters Score -1102334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1102336.125000 Penalty: 4673.220703
	Iteration 72Q: 3 clusters Score -1102336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1102337.000000 Penalty: 4673.220703
	Iteration 73Q: 3 clusters Score -1102337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1102336.250000 Penalty: 4673.220703
	Iteration 74Q: 3 clusters Score -1102336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1102335.375000 Penalty: 4673.220703
	Iteration 75Q: 3 clusters Score -1102335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1102336.500000 Penalty: 4673.220703
	Iteration 76Q: 3 clusters Score -1102336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1102337.625000 Penalty: 4673.220703
	Iteration 77Q: 3 clusters Score -1102338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1102336.500000 Penalty: 4673.220703
	Iteration 78Q: 3 clusters Score -1102336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1102337.875000 Penalty: 4673.220703
	Iteration 79Q: 3 clusters Score -1102338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1102338.375000 Penalty: 4673.220703
	Iteration 80F: 3 clusters Score -1102338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1102340.375000 Penalty: 4673.220703
	Iteration 81Q: 3 clusters Score -1102340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1102343.250000 Penalty: 4673.220703
	Iteration 82Q: 3 clusters Score -1102343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1102343.500000 Penalty: 4673.220703
	Iteration 83Q: 3 clusters Score -1102344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1102343.125000 Penalty: 4673.220703
	Iteration 84Q: 3 clusters Score -1102343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1102342.625000 Penalty: 4673.220703
	Iteration 85Q: 3 clusters Score -1102343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1102342.625000 Penalty: 4673.220703
	Iteration 86F: 3 clusters Score -1102343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -1110055.000000 Penalty: 2346.930908
	Iteration 0F: 2 clusters Score -1110055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1100635.375000 Penalty: 4693.861816
	Iteration 0F: 3 clusters Score -1100635 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1104599.000000 Penalty: 4693.861816
	Iteration 1F: 3 clusters Score -1104599 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1106207.750000 Penalty: 4693.861816
	Iteration 2F: 3 clusters Score -1106208 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1107831.750000 Penalty: 4693.861816
	Iteration 3F: 3 clusters Score -1107832 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1108896.625000 Penalty: 4693.861816
	Iteration 4F: 3 clusters Score -1108897 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1109416.625000 Penalty: 4693.861816
	Iteration 5F: 3 clusters Score -1109417 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1109641.375000 Penalty: 4693.861816
	Iteration 6Q: 3 clusters Score -1109641 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1109743.125000 Penalty: 4693.861816
	Iteration 7Q: 3 clusters Score -1109743 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1109806.250000 Penalty: 4693.861816
	Iteration 8Q: 3 clusters Score -1109806 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1109868.875000 Penalty: 4693.861816
	Iteration 9Q: 3 clusters Score -1109869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1109915.375000 Penalty: 4693.861816
	Iteration 10Q: 3 clusters Score -1109915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1109967.375000 Penalty: 4693.861816
	Iteration 11Q: 3 clusters Score -1109967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1110031.375000 Penalty: 4693.861816
	Iteration 12Q: 3 clusters Score -1110031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1110107.625000 Penalty: 4693.861816
	Iteration 13Q: 3 clusters Score -1110108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1110170.000000 Penalty: 4693.861816
	Iteration 14Q: 3 clusters Score -1110170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1110245.625000 Penalty: 4693.861816
	Iteration 15Q: 3 clusters Score -1110246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1110306.250000 Penalty: 4693.861816
	Iteration 16Q: 3 clusters Score -1110306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1110375.125000 Penalty: 4693.861816
	Iteration 17Q: 3 clusters Score -1110375 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1110462.500000 Penalty: 4693.861816
	Iteration 18Q: 3 clusters Score -1110462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1110558.875000 Penalty: 4693.861816
	Iteration 19Q: 3 clusters Score -1110559 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1110640.250000 Penalty: 4693.861816
	Iteration 20F: 3 clusters Score -1110640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1110710.375000 Penalty: 4693.861816
	Iteration 21Q: 3 clusters Score -1110710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1110741.250000 Penalty: 4693.861816
	Iteration 22Q: 3 clusters Score -1110741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1110767.625000 Penalty: 4693.861816
	Iteration 23Q: 3 clusters Score -1110768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1110786.375000 Penalty: 4693.861816
	Iteration 24Q: 3 clusters Score -1110786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1110797.750000 Penalty: 4693.861816
	Iteration 25Q: 3 clusters Score -1110798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1110808.375000 Penalty: 4693.861816
	Iteration 26Q: 3 clusters Score -1110808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1110816.875000 Penalty: 4693.861816
	Iteration 27Q: 3 clusters Score -1110817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1110814.750000 Penalty: 4693.861816
	Iteration 28Q: 3 clusters Score -1110815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1110817.000000 Penalty: 4693.861816
	Iteration 29Q: 3 clusters Score -1110817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1110817.375000 Penalty: 4693.861816
	Iteration 30Q: 3 clusters Score -1110817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1110817.375000 Penalty: 4693.861816
	Iteration 31F: 3 clusters Score -1110817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 10579 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 77092 members 
Mstep: Class 11 contains 36568 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Entering Unmasked Estep 
Score: -112929904.000000 Penalty: 87427.757812
Splitting cluster 6 changes total score from -112921744.000000 to -112929904.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -767084.812500 Penalty: 2261.564453
	Iteration 0F: 2 clusters Score -767084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -760056.812500 Penalty: 4523.128906
	Iteration 0F: 3 clusters Score -760056.8 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -762286.062500 Penalty: 4523.128906
	Iteration 1F: 3 clusters Score -762286.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -763006.812500 Penalty: 4523.128906
	Iteration 2F: 3 clusters Score -763006.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -763948.187500 Penalty: 4523.128906
	Iteration 3F: 3 clusters Score -763948.2 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -764722.437500 Penalty: 4523.128906
	Iteration 4F: 3 clusters Score -764722.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -765151.625000 Penalty: 4523.128906
	Iteration 5F: 3 clusters Score -765151.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -765384.812500 Penalty: 4523.128906
	Iteration 6Q: 3 clusters Score -765384.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -765516.125000 Penalty: 4523.128906
	Iteration 7Q: 3 clusters Score -765516.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -765583.312500 Penalty: 4523.128906
	Iteration 8Q: 3 clusters Score -765583.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -765640.250000 Penalty: 4523.128906
	Iteration 9Q: 3 clusters Score -765640.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -765678.187500 Penalty: 4523.128906
	Iteration 10Q: 3 clusters Score -765678.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -765712.625000 Penalty: 4523.128906
	Iteration 11Q: 3 clusters Score -765712.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -765739.125000 Penalty: 4523.128906
	Iteration 12Q: 3 clusters Score -765739.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -765757.000000 Penalty: 4523.128906
	Iteration 13Q: 3 clusters Score -765757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -765768.750000 Penalty: 4523.128906
	Iteration 14Q: 3 clusters Score -765768.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -765778.812500 Penalty: 4523.128906
	Iteration 15Q: 3 clusters Score -765778.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -765786.812500 Penalty: 4523.128906
	Iteration 16Q: 3 clusters Score -765786.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -765792.875000 Penalty: 4523.128906
	Iteration 17Q: 3 clusters Score -765792.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -765799.562500 Penalty: 4523.128906
	Iteration 18Q: 3 clusters Score -765799.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -765802.812500 Penalty: 4523.128906
	Iteration 19Q: 3 clusters Score -765802.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -765808.437500 Penalty: 4523.128906
	Iteration 20F: 3 clusters Score -765808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -765813.000000 Penalty: 4523.128906
	Iteration 21Q: 3 clusters Score -765813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -765815.375000 Penalty: 4523.128906
	Iteration 22Q: 3 clusters Score -765815.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -765814.875000 Penalty: 4523.128906
	Iteration 23Q: 3 clusters Score -765814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -765818.375000 Penalty: 4523.128906
	Iteration 24Q: 3 clusters Score -765818.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -765824.000000 Penalty: 4523.128906
	Iteration 25Q: 3 clusters Score -765824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -765822.687500 Penalty: 4523.128906
	Iteration 26Q: 3 clusters Score -765822.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -765826.437500 Penalty: 4523.128906
	Iteration 27Q: 3 clusters Score -765826.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -765828.125000 Penalty: 4523.128906
	Iteration 28Q: 3 clusters Score -765828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -765831.437500 Penalty: 4523.128906
	Iteration 29Q: 3 clusters Score -765831.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -765835.375000 Penalty: 4523.128906
	Iteration 30Q: 3 clusters Score -765835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -765837.500000 Penalty: 4523.128906
	Iteration 31Q: 3 clusters Score -765837.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -765839.375000 Penalty: 4523.128906
	Iteration 32Q: 3 clusters Score -765839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -765839.687500 Penalty: 4523.128906
	Iteration 33Q: 3 clusters Score -765839.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -765840.250000 Penalty: 4523.128906
	Iteration 34Q: 3 clusters Score -765840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -765841.812500 Penalty: 4523.128906
	Iteration 35Q: 3 clusters Score -765841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -765842.812500 Penalty: 4523.128906
	Iteration 36Q: 3 clusters Score -765842.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -765844.875000 Penalty: 4523.128906
	Iteration 37Q: 3 clusters Score -765844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -765851.750000 Penalty: 4523.128906
	Iteration 38Q: 3 clusters Score -765851.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -765857.187500 Penalty: 4523.128906
	Iteration 39Q: 3 clusters Score -765857.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -765861.937500 Penalty: 4523.128906
	Iteration 40F: 3 clusters Score -765861.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -765867.562500 Penalty: 4523.128906
	Iteration 41Q: 3 clusters Score -765867.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -765869.812500 Penalty: 4523.128906
	Iteration 42Q: 3 clusters Score -765869.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -765874.375000 Penalty: 4523.128906
	Iteration 43Q: 3 clusters Score -765874.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -765879.187500 Penalty: 4523.128906
	Iteration 44Q: 3 clusters Score -765879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -765883.625000 Penalty: 4523.128906
	Iteration 45Q: 3 clusters Score -765883.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -765889.500000 Penalty: 4523.128906
	Iteration 46Q: 3 clusters Score -765889.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -765891.250000 Penalty: 4523.128906
	Iteration 47Q: 3 clusters Score -765891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -765893.687500 Penalty: 4523.128906
	Iteration 48Q: 3 clusters Score -765893.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -765894.812500 Penalty: 4523.128906
	Iteration 49Q: 3 clusters Score -765894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -765894.937500 Penalty: 4523.128906
	Iteration 50Q: 3 clusters Score -765894.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -765898.187500 Penalty: 4523.128906
	Iteration 51Q: 3 clusters Score -765898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -765899.000000 Penalty: 4523.128906
	Iteration 52Q: 3 clusters Score -765899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -765901.312500 Penalty: 4523.128906
	Iteration 53Q: 3 clusters Score -765901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -765902.312500 Penalty: 4523.128906
	Iteration 54Q: 3 clusters Score -765902.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -765903.750000 Penalty: 4523.128906
	Iteration 55Q: 3 clusters Score -765903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -765907.750000 Penalty: 4523.128906
	Iteration 56Q: 3 clusters Score -765907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -765908.187500 Penalty: 4523.128906
	Iteration 57Q: 3 clusters Score -765908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -765910.250000 Penalty: 4523.128906
	Iteration 58Q: 3 clusters Score -765910.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -765913.687500 Penalty: 4523.128906
	Iteration 59Q: 3 clusters Score -765913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -765914.812500 Penalty: 4523.128906
	Iteration 60F: 3 clusters Score -765914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -765916.437500 Penalty: 4523.128906
	Iteration 61Q: 3 clusters Score -765916.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -765919.250000 Penalty: 4523.128906
	Iteration 62Q: 3 clusters Score -765919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -765923.437500 Penalty: 4523.128906
	Iteration 63Q: 3 clusters Score -765923.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -765928.437500 Penalty: 4523.128906
	Iteration 64Q: 3 clusters Score -765928.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -765931.687500 Penalty: 4523.128906
	Iteration 65Q: 3 clusters Score -765931.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -765935.125000 Penalty: 4523.128906
	Iteration 66Q: 3 clusters Score -765935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -765940.437500 Penalty: 4523.128906
	Iteration 67Q: 3 clusters Score -765940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -765941.125000 Penalty: 4523.128906
	Iteration 68Q: 3 clusters Score -765941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -765940.625000 Penalty: 4523.128906
	Iteration 69Q: 3 clusters Score -765940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -765940.875000 Penalty: 4523.128906
	Iteration 70Q: 3 clusters Score -765940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -765942.250000 Penalty: 4523.128906
	Iteration 71Q: 3 clusters Score -765942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -765942.250000 Penalty: 4523.128906
	Iteration 72F: 3 clusters Score -765942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Entering Unmasked Estep 
Score: -865900.250000 Penalty: 2298.123291
	Iteration 0F: 2 clusters Score -865900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -857830.875000 Penalty: 4596.246582
	Iteration 0F: 3 clusters Score -857830.9 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -860267.062500 Penalty: 4596.246582
	Iteration 1F: 3 clusters Score -860267.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -860664.062500 Penalty: 4596.246582
	Iteration 2F: 3 clusters Score -860664.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -860941.062500 Penalty: 4596.246582
	Iteration 3F: 3 clusters Score -860941.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -861194.125000 Penalty: 4596.246582
	Iteration 4Q: 3 clusters Score -861194.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -861394.562500 Penalty: 4596.246582
	Iteration 5Q: 3 clusters Score -861394.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -861571.687500 Penalty: 4596.246582
	Iteration 6Q: 3 clusters Score -861571.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -861724.750000 Penalty: 4596.246582
	Iteration 7Q: 3 clusters Score -861724.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -861880.500000 Penalty: 4596.246582
	Iteration 8Q: 3 clusters Score -861880.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -862050.250000 Penalty: 4596.246582
	Iteration 9Q: 3 clusters Score -862050.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -862226.750000 Penalty: 4596.246582
	Iteration 10Q: 3 clusters Score -862226.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -862410.437500 Penalty: 4596.246582
	Iteration 11Q: 3 clusters Score -862410.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -862579.937500 Penalty: 4596.246582
	Iteration 12Q: 3 clusters Score -862579.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -862734.375000 Penalty: 4596.246582
	Iteration 13Q: 3 clusters Score -862734.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -862875.000000 Penalty: 4596.246582
	Iteration 14Q: 3 clusters Score -862875 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -862989.500000 Penalty: 4596.246582
	Iteration 15Q: 3 clusters Score -862989.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -863079.812500 Penalty: 4596.246582
	Iteration 16Q: 3 clusters Score -863079.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -863165.375000 Penalty: 4596.246582
	Iteration 17Q: 3 clusters Score -863165.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -863233.312500 Penalty: 4596.246582
	Iteration 18Q: 3 clusters Score -863233.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -863282.125000 Penalty: 4596.246582
	Iteration 19Q: 3 clusters Score -863282.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -863333.750000 Penalty: 4596.246582
	Iteration 20F: 3 clusters Score -863333.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -863384.125000 Penalty: 4596.246582
	Iteration 21Q: 3 clusters Score -863384.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -863427.500000 Penalty: 4596.246582
	Iteration 22Q: 3 clusters Score -863427.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -863477.000000 Penalty: 4596.246582
	Iteration 23Q: 3 clusters Score -863477 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -863523.875000 Penalty: 4596.246582
	Iteration 24Q: 3 clusters Score -863523.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -863564.812500 Penalty: 4596.246582
	Iteration 25Q: 3 clusters Score -863564.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -863603.687500 Penalty: 4596.246582
	Iteration 26Q: 3 clusters Score -863603.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -863653.375000 Penalty: 4596.246582
	Iteration 27Q: 3 clusters Score -863653.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -863704.562500 Penalty: 4596.246582
	Iteration 28Q: 3 clusters Score -863704.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -863760.875000 Penalty: 4596.246582
	Iteration 29Q: 3 clusters Score -863760.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -863834.375000 Penalty: 4596.246582
	Iteration 30Q: 3 clusters Score -863834.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -863900.750000 Penalty: 4596.246582
	Iteration 31Q: 3 clusters Score -863900.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -863974.062500 Penalty: 4596.246582
	Iteration 32Q: 3 clusters Score -863974.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -864046.687500 Penalty: 4596.246582
	Iteration 33Q: 3 clusters Score -864046.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -864110.437500 Penalty: 4596.246582
	Iteration 34Q: 3 clusters Score -864110.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -864195.062500 Penalty: 4596.246582
	Iteration 35Q: 3 clusters Score -864195.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -864274.250000 Penalty: 4596.246582
	Iteration 36Q: 3 clusters Score -864274.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -864370.437500 Penalty: 4596.246582
	Iteration 37Q: 3 clusters Score -864370.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -864539.000000 Penalty: 4596.246582
	Iteration 38Q: 3 clusters Score -864539 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -864778.750000 Penalty: 4596.246582
	Iteration 39Q: 3 clusters Score -864778.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -865154.500000 Penalty: 4596.246582
	Iteration 40F: 3 clusters Score -865154.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -865699.187500 Penalty: 4596.246582
	Iteration 41Q: 3 clusters Score -865699.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -866014.562500 Penalty: 4596.246582
	Iteration 42Q: 3 clusters Score -866014.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -866175.937500 Penalty: 4596.246582
	Iteration 43Q: 3 clusters Score -866175.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -866298.500000 Penalty: 4596.246582
	Iteration 44Q: 3 clusters Score -866298.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -866427.937500 Penalty: 4596.246582
	Iteration 45Q: 3 clusters Score -866427.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -866603.125000 Penalty: 4596.246582
	Iteration 46Q: 3 clusters Score -866603.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -866878.375000 Penalty: 4596.246582
	Iteration 47Q: 3 clusters Score -866878.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -867243.687500 Penalty: 4596.246582
	Iteration 48Q: 3 clusters Score -867243.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -867694.250000 Penalty: 4596.246582
	Iteration 49Q: 3 clusters Score -867694.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -868052.937500 Penalty: 4596.246582
	Iteration 50Q: 3 clusters Score -868052.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -868234.812500 Penalty: 4596.246582
	Iteration 51Q: 3 clusters Score -868234.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -868319.312500 Penalty: 4596.246582
	Iteration 52Q: 3 clusters Score -868319.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -868366.437500 Penalty: 4596.246582
	Iteration 53Q: 3 clusters Score -868366.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -868392.562500 Penalty: 4596.246582
	Iteration 54Q: 3 clusters Score -868392.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -868408.750000 Penalty: 4596.246582
	Iteration 55Q: 3 clusters Score -868408.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -868415.500000 Penalty: 4596.246582
	Iteration 56Q: 3 clusters Score -868415.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -868423.937500 Penalty: 4596.246582
	Iteration 57Q: 3 clusters Score -868423.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -868425.375000 Penalty: 4596.246582
	Iteration 58Q: 3 clusters Score -868425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -868426.437500 Penalty: 4596.246582
	Iteration 59Q: 3 clusters Score -868426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -868425.812500 Penalty: 4596.246582
	Iteration 60F: 3 clusters Score -868425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -868426.750000 Penalty: 4596.246582
	Iteration 61Q: 3 clusters Score -868426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -868428.687500 Penalty: 4596.246582
	Iteration 62Q: 3 clusters Score -868428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -868428.125000 Penalty: 4596.246582
	Iteration 63Q: 3 clusters Score -868428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -868429.875000 Penalty: 4596.246582
	Iteration 64Q: 3 clusters Score -868429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -868430.437500 Penalty: 4596.246582
	Iteration 65Q: 3 clusters Score -868430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -868430.437500 Penalty: 4596.246582
	Iteration 66F: 3 clusters Score -868430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 77092 members 
Mstep: Class 11 contains 36568 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Entering Unmasked Estep 
Score: -112931184.000000 Penalty: 90924.867188
Splitting cluster 8 changes total score from -112921744.000000 to -112931184.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (30490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Entering Unmasked Estep 
Score: -2617149.500000 Penalty: 2560.638184
	Iteration 0F: 2 clusters Score -2617150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2596257.500000 Penalty: 5121.276367
	Iteration 0F: 3 clusters Score -2596258 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2604206.250000 Penalty: 5121.276367
	Iteration 1F: 3 clusters Score -2604206 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2605114.750000 Penalty: 5121.276367
	Iteration 2F: 3 clusters Score -2605115 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2606178.000000 Penalty: 5121.276367
	Iteration 3F: 3 clusters Score -2606178 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2607465.250000 Penalty: 5121.276367
	Iteration 4F: 3 clusters Score -2607465 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2608901.750000 Penalty: 5121.276367
	Iteration 5F: 3 clusters Score -2608902 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2610310.500000 Penalty: 5121.276367
	Iteration 6F: 3 clusters Score -2610310 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2611631.250000 Penalty: 5121.276367
	Iteration 7F: 3 clusters Score -2611631 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2612714.500000 Penalty: 5121.276367
	Iteration 8Q: 3 clusters Score -2612714 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -2613501.000000 Penalty: 5121.276367
	Iteration 9Q: 3 clusters Score -2613501 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -2614046.750000 Penalty: 5121.276367
	Iteration 10Q: 3 clusters Score -2614047 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -2614417.000000 Penalty: 5121.276367
	Iteration 11Q: 3 clusters Score -2614417 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -2614668.750000 Penalty: 5121.276367
	Iteration 12Q: 3 clusters Score -2614669 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -2614810.500000 Penalty: 5121.276367
	Iteration 13Q: 3 clusters Score -2614810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -2614917.250000 Penalty: 5121.276367
	Iteration 14Q: 3 clusters Score -2614917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -2614977.750000 Penalty: 5121.276367
	Iteration 15Q: 3 clusters Score -2614978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -2615033.250000 Penalty: 5121.276367
	Iteration 16Q: 3 clusters Score -2615033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -2615070.500000 Penalty: 5121.276367
	Iteration 17Q: 3 clusters Score -2615070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -2615076.750000 Penalty: 5121.276367
	Iteration 18Q: 3 clusters Score -2615077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -2615091.500000 Penalty: 5121.276367
	Iteration 19Q: 3 clusters Score -2615092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -2615103.000000 Penalty: 5121.276367
	Iteration 20F: 3 clusters Score -2615103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -2615110.750000 Penalty: 5121.276367
	Iteration 21Q: 3 clusters Score -2615111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -2615115.250000 Penalty: 5121.276367
	Iteration 22Q: 3 clusters Score -2615115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -2615122.750000 Penalty: 5121.276367
	Iteration 23Q: 3 clusters Score -2615123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -2615130.750000 Penalty: 5121.276367
	Iteration 24Q: 3 clusters Score -2615131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -2615140.250000 Penalty: 5121.276367
	Iteration 25Q: 3 clusters Score -2615140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -2615147.000000 Penalty: 5121.276367
	Iteration 26Q: 3 clusters Score -2615147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -2615155.000000 Penalty: 5121.276367
	Iteration 27Q: 3 clusters Score -2615155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -2615161.000000 Penalty: 5121.276367
	Iteration 28Q: 3 clusters Score -2615161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -2615162.500000 Penalty: 5121.276367
	Iteration 29Q: 3 clusters Score -2615162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -2615162.250000 Penalty: 5121.276367
	Iteration 30Q: 3 clusters Score -2615162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -2615162.000000 Penalty: 5121.276367
	Iteration 31Q: 3 clusters Score -2615162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -2615164.750000 Penalty: 5121.276367
	Iteration 32Q: 3 clusters Score -2615165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -2615164.750000 Penalty: 5121.276367
	Iteration 33F: 3 clusters Score -2615165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (77092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Entering Unmasked Estep 
Score: -6799496.000000 Penalty: 2790.683350
	Iteration 0F: 2 clusters Score -6799496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -6747931.000000 Penalty: 5581.366699
	Iteration 0F: 3 clusters Score -6747931 nChanged 36090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -6768815.000000 Penalty: 5581.366699
	Iteration 1F: 3 clusters Score -6768815 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -6769802.500000 Penalty: 5581.366699
	Iteration 2Q: 3 clusters Score -6769802 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -6771318.000000 Penalty: 5581.366699
	Iteration 3Q: 3 clusters Score -6771318 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -6773427.500000 Penalty: 5581.366699
	Iteration 4Q: 3 clusters Score -6773428 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -6776269.000000 Penalty: 5581.366699
	Iteration 5F: 3 clusters Score -6776269 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6779640 nChanged 5136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6782756 nChanged 4735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6785708 nChanged 4253
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Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6788649 nChanged 3687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6791580 nChanged 3185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6793494 nChanged 2457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6794554 nChanged 1800
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Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6795180 nChanged 1482
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Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6795623 nChanged 1199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6795916 nChanged 956
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Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6796136 nChanged 855
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Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6796279 nChanged 778
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Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6796426 nChanged 729
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Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6796568 nChanged 672
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Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6796704 nChanged 633
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Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6796806 nChanged 595
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Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6796896 nChanged 586
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Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 42080 members 
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	Iteration 23Q: 3 clusters Score -6796999 nChanged 573
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Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6797142 nChanged 576
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Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6797206 nChanged 559
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Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6797313 nChanged 549
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Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6797411 nChanged 528
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Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6797534 nChanged 543
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Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6797652 nChanged 559
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Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6797738 nChanged 587
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Mstep: Class 1 contains 37384 members 
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	Iteration 31Q: 3 clusters Score -6797814 nChanged 599
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Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 39225 members 
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	Iteration 32Q: 3 clusters Score -6798010 nChanged 644
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6798265 nChanged 697
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Mstep: Class 1 contains 39036 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6798497 nChanged 788
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Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6798779 nChanged 821
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Mstep: Class 1 contains 40547 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6799072 nChanged 829
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6799392 nChanged 788
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	Iteration 38Q: 3 clusters Score -6799603 nChanged 760
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Mstep: Class 1 contains 42902 members 
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	Iteration 39Q: 3 clusters Score -6799818 nChanged 722
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Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6800090 nChanged 709
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Mstep: Class 1 contains 44333 members 
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	Iteration 41Q: 3 clusters Score -6800275 nChanged 693
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Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 32066 members 
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	Iteration 42Q: 3 clusters Score -6800424 nChanged 622
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Mstep: Class 1 contains 45648 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6800532 nChanged 535
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Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 30909 members 
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	Iteration 44Q: 3 clusters Score -6800639 nChanged 537
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Mstep: Class 1 contains 46720 members 
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	Iteration 45Q: 3 clusters Score -6800784 nChanged 500
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Mstep: Class 1 contains 47218 members 
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	Iteration 46Q: 3 clusters Score -6800856 nChanged 414
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Mstep: Class 1 contains 47632 members 
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	Iteration 47Q: 3 clusters Score -6800928 nChanged 379
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	Iteration 48Q: 3 clusters Score -6801018 nChanged 333
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	Iteration 49Q: 3 clusters Score -6801051 nChanged 311
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Mstep: Class 1 contains 48655 members 
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	Iteration 50Q: 3 clusters Score -6801094 nChanged 285
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Mstep: Class 1 contains 48940 members 
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	Iteration 51Q: 3 clusters Score -6801114 nChanged 284
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Mstep: Class 1 contains 49224 members 
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	Iteration 52Q: 3 clusters Score -6801120 nChanged 257
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Mstep: Class 1 contains 49481 members 
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	Iteration 53Q: 3 clusters Score -6801166 nChanged 225
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Mstep: Class 1 contains 49706 members 
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	Iteration 54Q: 3 clusters Score -6801192 nChanged 182
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Mstep: Class 1 contains 49888 members 
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	Iteration 55Q: 3 clusters Score -6801218 nChanged 164
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	Iteration 56Q: 3 clusters Score -6801244 nChanged 155
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	Iteration 57Q: 3 clusters Score -6801271 nChanged 147
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	Iteration 58Q: 3 clusters Score -6801262 nChanged 146
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	Iteration 59Q: 3 clusters Score -6801271 nChanged 122
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	Iteration 60F: 3 clusters Score -6801271 nChanged 123
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	Iteration 61Q: 3 clusters Score -6801302 nChanged 106
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	Iteration 62Q: 3 clusters Score -6801303 nChanged 96
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	Iteration 63Q: 3 clusters Score -6801320 nChanged 92
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	Iteration 64Q: 3 clusters Score -6801314 nChanged 89
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	Iteration 65Q: 3 clusters Score -6801317 nChanged 84
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	Iteration 66Q: 3 clusters Score -6801294 nChanged 88
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	Iteration 67Q: 3 clusters Score -6801288 nChanged 84
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	Iteration 68Q: 3 clusters Score -6801315 nChanged 91
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	Iteration 69Q: 3 clusters Score -6801302 nChanged 70
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	Iteration 70Q: 3 clusters Score -6801320 nChanged 76
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	Iteration 71Q: 3 clusters Score -6801318 nChanged 83
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	Iteration 72Q: 3 clusters Score -6801326 nChanged 70
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	Iteration 73Q: 3 clusters Score -6801336 nChanged 64
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	Iteration 74Q: 3 clusters Score -6801334 nChanged 82
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	Iteration 75Q: 3 clusters Score -6801343 nChanged 73
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	Iteration 76Q: 3 clusters Score -6801360 nChanged 74
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	Iteration 77Q: 3 clusters Score -6801354 nChanged 91
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	Iteration 78Q: 3 clusters Score -6801388 nChanged 90
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	Iteration 79Q: 3 clusters Score -6801389 nChanged 91
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	Iteration 80F: 3 clusters Score -6801396 nChanged 96
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	Iteration 81Q: 3 clusters Score -6801398 nChanged 107
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	Iteration 82Q: 3 clusters Score -6801411 nChanged 110
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	Iteration 83Q: 3 clusters Score -6801438 nChanged 117
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	Iteration 84Q: 3 clusters Score -6801449 nChanged 143
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	Iteration 85Q: 3 clusters Score -6801476 nChanged 125
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	Iteration 86Q: 3 clusters Score -6801485 nChanged 116
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	Iteration 87Q: 3 clusters Score -6801490 nChanged 112
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	Iteration 88Q: 3 clusters Score -6801484 nChanged 101
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	Iteration 89Q: 3 clusters Score -6801488 nChanged 102
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	Iteration 90Q: 3 clusters Score -6801476 nChanged 100
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	Iteration 91Q: 3 clusters Score -6801478 nChanged 99
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	Iteration 92Q: 3 clusters Score -6801495 nChanged 99
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	Iteration 93Q: 3 clusters Score -6801496 nChanged 104
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	Iteration 94Q: 3 clusters Score -6801516 nChanged 95
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	Iteration 95Q: 3 clusters Score -6801530 nChanged 97
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	Iteration 96Q: 3 clusters Score -6801538 nChanged 91
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	Iteration 97Q: 3 clusters Score -6801532 nChanged 84
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	Iteration 98Q: 3 clusters Score -6801530 nChanged 95
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Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -6801545.500000 Penalty: 5581.366699
	Iteration 99Q: 3 clusters Score -6801546 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -6801583.500000 Penalty: 5581.366699
	Iteration 100F: 3 clusters Score -6801584 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -6801585.500000 Penalty: 5581.366699
	Iteration 101Q: 3 clusters Score -6801586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -6801598.000000 Penalty: 5581.366699
	Iteration 102Q: 3 clusters Score -6801598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -6801602.000000 Penalty: 5581.366699
	Iteration 103Q: 3 clusters Score -6801602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -6801606.500000 Penalty: 5581.366699
	Iteration 104Q: 3 clusters Score -6801606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6801610.500000 Penalty: 5581.366699
	Iteration 105Q: 3 clusters Score -6801610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -6801605.500000 Penalty: 5581.366699
	Iteration 106Q: 3 clusters Score -6801606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -6801603.500000 Penalty: 5581.366699
	Iteration 107Q: 3 clusters Score -6801604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -6801603.000000 Penalty: 5581.366699
	Iteration 108Q: 3 clusters Score -6801603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -6801606.500000 Penalty: 5581.366699
	Iteration 109Q: 3 clusters Score -6801606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6801606.500000 Penalty: 5581.366699
	Iteration 110Q: 3 clusters Score -6801606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -6801610.500000 Penalty: 5581.366699
	Iteration 111Q: 3 clusters Score -6801610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -6801622.500000 Penalty: 5581.366699
	Iteration 112Q: 3 clusters Score -6801622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -6801635.000000 Penalty: 5581.366699
	Iteration 113Q: 3 clusters Score -6801635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -6801632.500000 Penalty: 5581.366699
	Iteration 114Q: 3 clusters Score -6801632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -6801649.500000 Penalty: 5581.366699
	Iteration 115Q: 3 clusters Score -6801650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6801666.000000 Penalty: 5581.366699
	Iteration 116Q: 3 clusters Score -6801666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -6801645.500000 Penalty: 5581.366699
	Iteration 117Q: 3 clusters Score -6801646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -6801649.500000 Penalty: 5581.366699
	Iteration 118Q: 3 clusters Score -6801650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -6801643.500000 Penalty: 5581.366699
	Iteration 119Q: 3 clusters Score -6801644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6801642.500000 Penalty: 5581.366699
	Iteration 120F: 3 clusters Score -6801642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6801645.000000 Penalty: 5581.366699
	Iteration 121Q: 3 clusters Score -6801645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -6801649.000000 Penalty: 5581.366699
	Iteration 122Q: 3 clusters Score -6801649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -6801650.000000 Penalty: 5581.366699
	Iteration 123Q: 3 clusters Score -6801650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -6801644.000000 Penalty: 5581.366699
	Iteration 124Q: 3 clusters Score -6801644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -6801644.000000 Penalty: 5581.366699
	Iteration 125Q: 3 clusters Score -6801644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -6801639.000000 Penalty: 5581.366699
	Iteration 126Q: 3 clusters Score -6801639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -6801631.500000 Penalty: 5581.366699
	Iteration 127Q: 3 clusters Score -6801632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -6801629.000000 Penalty: 5581.366699
	Iteration 128Q: 3 clusters Score -6801629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -6801637.500000 Penalty: 5581.366699
	Iteration 129Q: 3 clusters Score -6801638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -6801643.500000 Penalty: 5581.366699
	Iteration 130Q: 3 clusters Score -6801644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -6801632.500000 Penalty: 5581.366699
	Iteration 131Q: 3 clusters Score -6801632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55711 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -6801629.000000 Penalty: 5581.366699
	Iteration 132Q: 3 clusters Score -6801629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -6801637.000000 Penalty: 5581.366699
	Iteration 133Q: 3 clusters Score -6801637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -6801643.500000 Penalty: 5581.366699
	Iteration 134Q: 3 clusters Score -6801644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -6801645.000000 Penalty: 5581.366699
	Iteration 135Q: 3 clusters Score -6801645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -6801640.000000 Penalty: 5581.366699
	Iteration 136Q: 3 clusters Score -6801640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6801635.500000 Penalty: 5581.366699
	Iteration 137Q: 3 clusters Score -6801636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -6801638.000000 Penalty: 5581.366699
	Iteration 138Q: 3 clusters Score -6801638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -6801635.000000 Penalty: 5581.366699
	Iteration 139Q: 3 clusters Score -6801635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -6801636.000000 Penalty: 5581.366699
	Iteration 140F: 3 clusters Score -6801636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 36568 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Entering Unmasked Estep 
Score: -112933016.000000 Penalty: 94421.976562
Splitting cluster 10 changes total score from -112921744.000000 to -112933016.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (36568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Entering Unmasked Estep 
Score: -3105066.250000 Penalty: 2605.718262
	Iteration 0F: 2 clusters Score -3105066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3080161.750000 Penalty: 5211.436523
	Iteration 0F: 3 clusters Score -3080162 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3089562.000000 Penalty: 5211.436523
	Iteration 1F: 3 clusters Score -3089562 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3090609.750000 Penalty: 5211.436523
	Iteration 2F: 3 clusters Score -3090610 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3092479.000000 Penalty: 5211.436523
	Iteration 3F: 3 clusters Score -3092479 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3095686.000000 Penalty: 5211.436523
	Iteration 4F: 3 clusters Score -3095686 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3099338.500000 Penalty: 5211.436523
	Iteration 5F: 3 clusters Score -3099338 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3102134.000000 Penalty: 5211.436523
	Iteration 6F: 3 clusters Score -3102134 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3103499.250000 Penalty: 5211.436523
	Iteration 7F: 3 clusters Score -3103499 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3104028.000000 Penalty: 5211.436523
	Iteration 8Q: 3 clusters Score -3104028 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3104225.250000 Penalty: 5211.436523
	Iteration 9Q: 3 clusters Score -3104225 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3104319.500000 Penalty: 5211.436523
	Iteration 10Q: 3 clusters Score -3104320 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3104362.500000 Penalty: 5211.436523
	Iteration 11Q: 3 clusters Score -3104362 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -3104395.750000 Penalty: 5211.436523
	Iteration 12Q: 3 clusters Score -3104396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3104428.750000 Penalty: 5211.436523
	Iteration 13Q: 3 clusters Score -3104429 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3104445.000000 Penalty: 5211.436523
	Iteration 14Q: 3 clusters Score -3104445 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3104466.250000 Penalty: 5211.436523
	Iteration 15Q: 3 clusters Score -3104466 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3104483.500000 Penalty: 5211.436523
	Iteration 16Q: 3 clusters Score -3104484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3104508.250000 Penalty: 5211.436523
	Iteration 17Q: 3 clusters Score -3104508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3104525.250000 Penalty: 5211.436523
	Iteration 18Q: 3 clusters Score -3104525 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3104519.250000 Penalty: 5211.436523
	Iteration 19Q: 3 clusters Score -3104519 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3104521.750000 Penalty: 5211.436523
	Iteration 20F: 3 clusters Score -3104522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -3104546.500000 Penalty: 5211.436523
	Iteration 21Q: 3 clusters Score -3104546 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3104552.000000 Penalty: 5211.436523
	Iteration 22Q: 3 clusters Score -3104552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3104554.500000 Penalty: 5211.436523
	Iteration 23Q: 3 clusters Score -3104554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3104578.750000 Penalty: 5211.436523
	Iteration 24Q: 3 clusters Score -3104579 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3104577.500000 Penalty: 5211.436523
	Iteration 25Q: 3 clusters Score -3104578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3104603.000000 Penalty: 5211.436523
	Iteration 26Q: 3 clusters Score -3104603 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3104604.250000 Penalty: 5211.436523
	Iteration 27Q: 3 clusters Score -3104604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3104619.000000 Penalty: 5211.436523
	Iteration 28Q: 3 clusters Score -3104619 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3104642.500000 Penalty: 5211.436523
	Iteration 29Q: 3 clusters Score -3104642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3104674.750000 Penalty: 5211.436523
	Iteration 30Q: 3 clusters Score -3104675 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3104690.750000 Penalty: 5211.436523
	Iteration 31Q: 3 clusters Score -3104691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3104741.000000 Penalty: 5211.436523
	Iteration 32Q: 3 clusters Score -3104741 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3104785.750000 Penalty: 5211.436523
	Iteration 33Q: 3 clusters Score -3104786 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3104820.000000 Penalty: 5211.436523
	Iteration 34Q: 3 clusters Score -3104820 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3104855.750000 Penalty: 5211.436523
	Iteration 35Q: 3 clusters Score -3104856 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3104902.500000 Penalty: 5211.436523
	Iteration 36Q: 3 clusters Score -3104902 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3104961.000000 Penalty: 5211.436523
	Iteration 37Q: 3 clusters Score -3104961 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3105017.750000 Penalty: 5211.436523
	Iteration 38Q: 3 clusters Score -3105018 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -3105076.250000 Penalty: 5211.436523
	Iteration 39Q: 3 clusters Score -3105076 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3105139.500000 Penalty: 5211.436523
	Iteration 40F: 3 clusters Score -3105140 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3105187.000000 Penalty: 5211.436523
	Iteration 41Q: 3 clusters Score -3105187 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3105228.750000 Penalty: 5211.436523
	Iteration 42Q: 3 clusters Score -3105229 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3105269.250000 Penalty: 5211.436523
	Iteration 43Q: 3 clusters Score -3105269 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3105309.500000 Penalty: 5211.436523
	Iteration 44Q: 3 clusters Score -3105310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3105341.250000 Penalty: 5211.436523
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Mstep: Class 1 contains 10470 members 
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Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 26452 members 
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Mstep: Class 1 contains 10027 members 
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Mstep: Class 2 contains 26615 members 
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Mstep: Class 1 contains 8921 members 
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	Iteration 115Q: 3 clusters Score -3105592 nChanged 21
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	Iteration 116Q: 3 clusters Score -3105590 nChanged 23
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	Iteration 119Q: 3 clusters Score -3105591 nChanged 19
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	Iteration 121Q: 3 clusters Score -3105590 nChanged 9
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	Iteration 122Q: 3 clusters Score -3105594 nChanged 7
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	Iteration 123Q: 3 clusters Score -3105594 nChanged 5
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	Iteration 124Q: 3 clusters Score -3105597 nChanged 6
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	Iteration 125Q: 3 clusters Score -3105596 nChanged 3
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	Iteration 126Q: 3 clusters Score -3105589 nChanged 3
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	Iteration 129Q: 3 clusters Score -3105594 nChanged 3
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	Iteration 131Q: 3 clusters Score -3105590 nChanged 7
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	Iteration 132Q: 3 clusters Score -3105590 nChanged 6
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	Iteration 134Q: 3 clusters Score -3105598 nChanged 3
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	Iteration 137Q: 3 clusters Score -3105592 nChanged 9
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Entering Unmasked Estep 
Score: -3105587.000000 Penalty: 5211.436523
	Iteration 138Q: 3 clusters Score -3105587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3105588.250000 Penalty: 5211.436523
	Iteration 139Q: 3 clusters Score -3105588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3105589.000000 Penalty: 5211.436523
	Iteration 140F: 3 clusters Score -3105589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3105592.000000 Penalty: 5211.436523
	Iteration 141Q: 3 clusters Score -3105592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3105601.750000 Penalty: 5211.436523
	Iteration 142Q: 3 clusters Score -3105602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3105598.500000 Penalty: 5211.436523
	Iteration 143Q: 3 clusters Score -3105598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3105609.000000 Penalty: 5211.436523
	Iteration 144Q: 3 clusters Score -3105609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -3105613.750000 Penalty: 5211.436523
	Iteration 145Q: 3 clusters Score -3105614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3105611.750000 Penalty: 5211.436523
	Iteration 146Q: 3 clusters Score -3105612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3105601.000000 Penalty: 5211.436523
	Iteration 147Q: 3 clusters Score -3105601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3105604.250000 Penalty: 5211.436523
	Iteration 148Q: 3 clusters Score -3105604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3105601.750000 Penalty: 5211.436523
	Iteration 149Q: 3 clusters Score -3105602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3105603.500000 Penalty: 5211.436523
	Iteration 150Q: 3 clusters Score -3105604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3105603.500000 Penalty: 5211.436523
	Iteration 151F: 3 clusters Score -3105604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Mstep: Class 28 contains 28553 members 
Entering Unmasked Estep 
Score: -112932264.000000 Penalty: 97919.085938
Splitting cluster 11 changes total score from -112921744.000000 to -112932264.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (5273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Entering Unmasked Estep 
Score: -420836.718750 Penalty: 2125.447998
	Iteration 0F: 2 clusters Score -420836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -416201.312500 Penalty: 4250.895996
	Iteration 0F: 3 clusters Score -416201.3 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -417643.437500 Penalty: 4250.895996
	Iteration 1F: 3 clusters Score -417643.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -418742.468750 Penalty: 4250.895996
	Iteration 2F: 3 clusters Score -418742.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -420890.718750 Penalty: 4250.895996
	Iteration 3F: 3 clusters Score -420890.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -422852.875000 Penalty: 4250.895996
	Iteration 4F: 3 clusters Score -422852.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -423735.625000 Penalty: 4250.895996
	Iteration 5F: 3 clusters Score -423735.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -424102.156250 Penalty: 4250.895996
	Iteration 6Q: 3 clusters Score -424102.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -424357.968750 Penalty: 4250.895996
	Iteration 7Q: 3 clusters Score -424358 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -424726.437500 Penalty: 4250.895996
	Iteration 8Q: 3 clusters Score -424726.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -425024.187500 Penalty: 4250.895996
	Iteration 9Q: 3 clusters Score -425024.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -425171.187500 Penalty: 4250.895996
	Iteration 10Q: 3 clusters Score -425171.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -425248.031250 Penalty: 4250.895996
	Iteration 11Q: 3 clusters Score -425248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -425291.500000 Penalty: 4250.895996
	Iteration 12Q: 3 clusters Score -425291.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -425299.593750 Penalty: 4250.895996
	Iteration 13Q: 3 clusters Score -425299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -425302.187500 Penalty: 4250.895996
	Iteration 14Q: 3 clusters Score -425302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -425302.187500 Penalty: 4250.895996
	Iteration 15F: 3 clusters Score -425302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 28033 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Mstep: Class 28 contains 28553 members 
Mstep: Class 29 contains 3182 members 
Entering Unmasked Estep 
Score: -112935368.000000 Penalty: 101416.195312
Splitting cluster 12 changes total score from -112921744.000000 to -112935368.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (28033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Entering Unmasked Estep 
Score: -2502338.000000 Penalty: 2539.802002
	Iteration 0F: 2 clusters Score -2502338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2483038.000000 Penalty: 5079.604004
	Iteration 0F: 3 clusters Score -2483038 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2490042.250000 Penalty: 5079.604004
	Iteration 1F: 3 clusters Score -2490042 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2490891.000000 Penalty: 5079.604004
	Iteration 2F: 3 clusters Score -2490891 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2491969.000000 Penalty: 5079.604004
	Iteration 3F: 3 clusters Score -2491969 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2493057.500000 Penalty: 5079.604004
	Iteration 4F: 3 clusters Score -2493058 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2494081.500000 Penalty: 5079.604004
	Iteration 5F: 3 clusters Score -2494082 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2495099.500000 Penalty: 5079.604004
	Iteration 6F: 3 clusters Score -2495100 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2496195.500000 Penalty: 5079.604004
	Iteration 7F: 3 clusters Score -2496196 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2497316.250000 Penalty: 5079.604004
	Iteration 8F: 3 clusters Score -2497316 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2498489.500000 Penalty: 5079.604004
	Iteration 9F: 3 clusters Score -2498490 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2499710.500000 Penalty: 5079.604004
	Iteration 10Q: 3 clusters Score -2499710 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2500726.250000 Penalty: 5079.604004
	Iteration 11Q: 3 clusters Score -2500726 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2501396.000000 Penalty: 5079.604004
	Iteration 12Q: 3 clusters Score -2501396 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2501787.000000 Penalty: 5079.604004
	Iteration 13Q: 3 clusters Score -2501787 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2502019.750000 Penalty: 5079.604004
	Iteration 14Q: 3 clusters Score -2502020 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2502149.000000 Penalty: 5079.604004
	Iteration 15Q: 3 clusters Score -2502149 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2502226.000000 Penalty: 5079.604004
	Iteration 16Q: 3 clusters Score -2502226 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2502286.750000 Penalty: 5079.604004
	Iteration 17Q: 3 clusters Score -2502287 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2502324.000000 Penalty: 5079.604004
	Iteration 18Q: 3 clusters Score -2502324 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2502340.250000 Penalty: 5079.604004
	Iteration 19Q: 3 clusters Score -2502340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2502351.750000 Penalty: 5079.604004
	Iteration 20F: 3 clusters Score -2502352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2502366.250000 Penalty: 5079.604004
	Iteration 21Q: 3 clusters Score -2502366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2502371.750000 Penalty: 5079.604004
	Iteration 22Q: 3 clusters Score -2502372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2502383.000000 Penalty: 5079.604004
	Iteration 23Q: 3 clusters Score -2502383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2502386.500000 Penalty: 5079.604004
	Iteration 24Q: 3 clusters Score -2502386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2502383.750000 Penalty: 5079.604004
	Iteration 25Q: 3 clusters Score -2502384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2502386.750000 Penalty: 5079.604004
	Iteration 26Q: 3 clusters Score -2502387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2502384.000000 Penalty: 5079.604004
	Iteration 27Q: 3 clusters Score -2502384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2502384.000000 Penalty: 5079.604004
	Iteration 28Q: 3 clusters Score -2502384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2502381.000000 Penalty: 5079.604004
	Iteration 29Q: 3 clusters Score -2502381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2502382.250000 Penalty: 5079.604004
	Iteration 30Q: 3 clusters Score -2502382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2502382.500000 Penalty: 5079.604004
	Iteration 31Q: 3 clusters Score -2502382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2502386.000000 Penalty: 5079.604004
	Iteration 32Q: 3 clusters Score -2502386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2502384.500000 Penalty: 5079.604004
	Iteration 33Q: 3 clusters Score -2502384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2502383.000000 Penalty: 5079.604004
	Iteration 34Q: 3 clusters Score -2502383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2502382.750000 Penalty: 5079.604004
	Iteration 35Q: 3 clusters Score -2502383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2502383.250000 Penalty: 5079.604004
	Iteration 36Q: 3 clusters Score -2502383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2502379.250000 Penalty: 5079.604004
	Iteration 37Q: 3 clusters Score -2502379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2502381.000000 Penalty: 5079.604004
	Iteration 38Q: 3 clusters Score -2502381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2502382.750000 Penalty: 5079.604004
	Iteration 39Q: 3 clusters Score -2502383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2502383.250000 Penalty: 5079.604004
	Iteration 40F: 3 clusters Score -2502383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2502382.750000 Penalty: 5079.604004
	Iteration 41Q: 3 clusters Score -2502383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2502381.750000 Penalty: 5079.604004
	Iteration 42Q: 3 clusters Score -2502382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2502381.750000 Penalty: 5079.604004
	Iteration 43F: 3 clusters Score -2502382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 102575 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Mstep: Class 28 contains 28553 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 11312 members 
Entering Unmasked Estep 
Score: -112934616.000000 Penalty: 104913.304688
Splitting cluster 13 changes total score from -112921744.000000 to -112934616.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (19775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Entering Unmasked Estep 
Score: -1745971.375000 Penalty: 2453.259033
	Iteration 0F: 2 clusters Score -1745971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1732083.250000 Penalty: 4906.518066
	Iteration 0F: 3 clusters Score -1732083 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1736669.750000 Penalty: 4906.518066
	Iteration 1F: 3 clusters Score -1736670 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1737037.750000 Penalty: 4906.518066
	Iteration 2F: 3 clusters Score -1737038 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1737383.125000 Penalty: 4906.518066
	Iteration 3Q: 3 clusters Score -1737383 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1737693.500000 Penalty: 4906.518066
	Iteration 4Q: 3 clusters Score -1737694 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1737978.000000 Penalty: 4906.518066
	Iteration 5Q: 3 clusters Score -1737978 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1738274.625000 Penalty: 4906.518066
	Iteration 6Q: 3 clusters Score -1738275 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1738590.125000 Penalty: 4906.518066
	Iteration 7Q: 3 clusters Score -1738590 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1738988.250000 Penalty: 4906.518066
	Iteration 8Q: 3 clusters Score -1738988 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1739477.750000 Penalty: 4906.518066
	Iteration 9Q: 3 clusters Score -1739478 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1740091.750000 Penalty: 4906.518066
	Iteration 10Q: 3 clusters Score -1740092 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1740813.250000 Penalty: 4906.518066
	Iteration 11Q: 3 clusters Score -1740813 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1741512.500000 Penalty: 4906.518066
	Iteration 12Q: 3 clusters Score -1741512 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1742035.500000 Penalty: 4906.518066
	Iteration 13Q: 3 clusters Score -1742036 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1742443.625000 Penalty: 4906.518066
	Iteration 14Q: 3 clusters Score -1742444 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1742779.875000 Penalty: 4906.518066
	Iteration 15Q: 3 clusters Score -1742780 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1743016.125000 Penalty: 4906.518066
	Iteration 16Q: 3 clusters Score -1743016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1743167.250000 Penalty: 4906.518066
	Iteration 17Q: 3 clusters Score -1743167 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1743293.500000 Penalty: 4906.518066
	Iteration 18Q: 3 clusters Score -1743294 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1743397.125000 Penalty: 4906.518066
	Iteration 19Q: 3 clusters Score -1743397 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1743482.125000 Penalty: 4906.518066
	Iteration 20F: 3 clusters Score -1743482 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1743537.625000 Penalty: 4906.518066
	Iteration 21Q: 3 clusters Score -1743538 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1743572.250000 Penalty: 4906.518066
	Iteration 22Q: 3 clusters Score -1743572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1743599.375000 Penalty: 4906.518066
	Iteration 23Q: 3 clusters Score -1743599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1743629.125000 Penalty: 4906.518066
	Iteration 24Q: 3 clusters Score -1743629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1743658.500000 Penalty: 4906.518066
	Iteration 25Q: 3 clusters Score -1743658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1743689.000000 Penalty: 4906.518066
	Iteration 26Q: 3 clusters Score -1743689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1743711.750000 Penalty: 4906.518066
	Iteration 27Q: 3 clusters Score -1743712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1743725.375000 Penalty: 4906.518066
	Iteration 28Q: 3 clusters Score -1743725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1743737.625000 Penalty: 4906.518066
	Iteration 29Q: 3 clusters Score -1743738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1743752.875000 Penalty: 4906.518066
	Iteration 30Q: 3 clusters Score -1743753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1743768.375000 Penalty: 4906.518066
	Iteration 31Q: 3 clusters Score -1743768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1743777.625000 Penalty: 4906.518066
	Iteration 32Q: 3 clusters Score -1743778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1743796.000000 Penalty: 4906.518066
	Iteration 33Q: 3 clusters Score -1743796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1743812.875000 Penalty: 4906.518066
	Iteration 34Q: 3 clusters Score -1743813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1743831.250000 Penalty: 4906.518066
	Iteration 35Q: 3 clusters Score -1743831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1743842.875000 Penalty: 4906.518066
	Iteration 36Q: 3 clusters Score -1743843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1743855.375000 Penalty: 4906.518066
	Iteration 37Q: 3 clusters Score -1743855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1743863.500000 Penalty: 4906.518066
	Iteration 38Q: 3 clusters Score -1743864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1743872.125000 Penalty: 4906.518066
	Iteration 39Q: 3 clusters Score -1743872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1743878.250000 Penalty: 4906.518066
	Iteration 40F: 3 clusters Score -1743878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1743885.000000 Penalty: 4906.518066
	Iteration 41Q: 3 clusters Score -1743885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1743890.875000 Penalty: 4906.518066
	Iteration 42Q: 3 clusters Score -1743891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1743897.125000 Penalty: 4906.518066
	Iteration 43Q: 3 clusters Score -1743897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1743907.500000 Penalty: 4906.518066
	Iteration 44Q: 3 clusters Score -1743908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1743912.875000 Penalty: 4906.518066
	Iteration 45Q: 3 clusters Score -1743913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1743916.125000 Penalty: 4906.518066
	Iteration 46Q: 3 clusters Score -1743916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1743916.000000 Penalty: 4906.518066
	Iteration 47Q: 3 clusters Score -1743916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1743917.000000 Penalty: 4906.518066
	Iteration 48Q: 3 clusters Score -1743917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1743917.875000 Penalty: 4906.518066
	Iteration 49Q: 3 clusters Score -1743918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1743917.875000 Penalty: 4906.518066
	Iteration 50Q: 3 clusters Score -1743918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1743916.500000 Penalty: 4906.518066
	Iteration 51Q: 3 clusters Score -1743916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1743916.250000 Penalty: 4906.518066
	Iteration 52Q: 3 clusters Score -1743916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1743916.250000 Penalty: 4906.518066
	Iteration 53F: 3 clusters Score -1743916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Entering Unmasked Estep 
Score: -8990802.000000 Penalty: 2861.510498
	Iteration 0F: 2 clusters Score -8990802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -8922188.000000 Penalty: 5723.020996
	Iteration 0F: 3 clusters Score -8922188 nChanged 48381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -8949725.000000 Penalty: 5723.020996
	Iteration 1F: 3 clusters Score -8949725 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -8950532.000000 Penalty: 5723.020996
	Iteration 2Q: 3 clusters Score -8950532 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -8951561.000000 Penalty: 5723.020996
	Iteration 3Q: 3 clusters Score -8951561 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -8952909.000000 Penalty: 5723.020996
	Iteration 4Q: 3 clusters Score -8952909 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -8955147.000000 Penalty: 5723.020996
	Iteration 5Q: 3 clusters Score -8955147 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -8958462.000000 Penalty: 5723.020996
	Iteration 6F: 3 clusters Score -8958462 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8962543.000000 Penalty: 5723.020996
	Iteration 7F: 3 clusters Score -8962543 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8967030.000000 Penalty: 5723.020996
	Iteration 8F: 3 clusters Score -8967030 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -8971033.000000 Penalty: 5723.020996
	Iteration 9F: 3 clusters Score -8971033 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -8974333.000000 Penalty: 5723.020996
	Iteration 10F: 3 clusters Score -8974333 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -8976618.000000 Penalty: 5723.020996
	Iteration 11Q: 3 clusters Score -8976618 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -8978310.000000 Penalty: 5723.020996
	Iteration 12Q: 3 clusters Score -8978310 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -8980005.000000 Penalty: 5723.020996
	Iteration 13Q: 3 clusters Score -8980005 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -8981726.000000 Penalty: 5723.020996
	Iteration 14Q: 3 clusters Score -8981726 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8983503.000000 Penalty: 5723.020996
	Iteration 15Q: 3 clusters Score -8983503 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -8985227.000000 Penalty: 5723.020996
	Iteration 16Q: 3 clusters Score -8985227 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -8986782.000000 Penalty: 5723.020996
	Iteration 17Q: 3 clusters Score -8986782 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8987934.000000 Penalty: 5723.020996
	Iteration 18Q: 3 clusters Score -8987934 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -8988801.000000 Penalty: 5723.020996
	Iteration 19Q: 3 clusters Score -8988801 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -8989308.000000 Penalty: 5723.020996
	Iteration 20F: 3 clusters Score -8989308 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -8989701.000000 Penalty: 5723.020996
	Iteration 21Q: 3 clusters Score -8989701 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8989968.000000 Penalty: 5723.020996
	Iteration 22Q: 3 clusters Score -8989968 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -8990192.000000 Penalty: 5723.020996
	Iteration 23Q: 3 clusters Score -8990192 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -8990285.000000 Penalty: 5723.020996
	Iteration 24Q: 3 clusters Score -8990285 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93007 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -8990427.000000 Penalty: 5723.020996
	Iteration 25Q: 3 clusters Score -8990427 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8990503.000000 Penalty: 5723.020996
	Iteration 26Q: 3 clusters Score -8990503 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -8990551.000000 Penalty: 5723.020996
	Iteration 27Q: 3 clusters Score -8990551 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -8990564.000000 Penalty: 5723.020996
	Iteration 28Q: 3 clusters Score -8990564 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8990642.000000 Penalty: 5723.020996
	Iteration 29Q: 3 clusters Score -8990642 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94356 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -8990654.000000 Penalty: 5723.020996
	Iteration 30Q: 3 clusters Score -8990654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94518 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -8990685.000000 Penalty: 5723.020996
	Iteration 31Q: 3 clusters Score -8990685 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -8990718.000000 Penalty: 5723.020996
	Iteration 32Q: 3 clusters Score -8990718 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -8990758.000000 Penalty: 5723.020996
	Iteration 33Q: 3 clusters Score -8990758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -8990772.000000 Penalty: 5723.020996
	Iteration 34Q: 3 clusters Score -8990772 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -8990805.000000 Penalty: 5723.020996
	Iteration 35Q: 3 clusters Score -8990805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -8990807.000000 Penalty: 5723.020996
	Iteration 36Q: 3 clusters Score -8990807 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -8990819.000000 Penalty: 5723.020996
	Iteration 37Q: 3 clusters Score -8990819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -8990836.000000 Penalty: 5723.020996
	Iteration 38Q: 3 clusters Score -8990836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8990844.000000 Penalty: 5723.020996
	Iteration 39Q: 3 clusters Score -8990844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -8990824.000000 Penalty: 5723.020996
	Iteration 40F: 3 clusters Score -8990824 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8990834.000000 Penalty: 5723.020996
	Iteration 41Q: 3 clusters Score -8990834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -8990848.000000 Penalty: 5723.020996
	Iteration 42Q: 3 clusters Score -8990848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -8990847.000000 Penalty: 5723.020996
	Iteration 43Q: 3 clusters Score -8990847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -8990846.000000 Penalty: 5723.020996
	Iteration 44Q: 3 clusters Score -8990846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8990852.000000 Penalty: 5723.020996
	Iteration 45Q: 3 clusters Score -8990852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -8990857.000000 Penalty: 5723.020996
	Iteration 46Q: 3 clusters Score -8990857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -8990844.000000 Penalty: 5723.020996
	Iteration 47Q: 3 clusters Score -8990844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -8990822.000000 Penalty: 5723.020996
	Iteration 48Q: 3 clusters Score -8990822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -8990839.000000 Penalty: 5723.020996
	Iteration 49Q: 3 clusters Score -8990839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8990840.000000 Penalty: 5723.020996
	Iteration 50Q: 3 clusters Score -8990840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -8990845.000000 Penalty: 5723.020996
	Iteration 51Q: 3 clusters Score -8990845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -8990842.000000 Penalty: 5723.020996
	Iteration 52Q: 3 clusters Score -8990842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8990848.000000 Penalty: 5723.020996
	Iteration 53Q: 3 clusters Score -8990848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -8990854.000000 Penalty: 5723.020996
	Iteration 54Q: 3 clusters Score -8990854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8990864.000000 Penalty: 5723.020996
	Iteration 55Q: 3 clusters Score -8990864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -8990847.000000 Penalty: 5723.020996
	Iteration 56Q: 3 clusters Score -8990847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8990862.000000 Penalty: 5723.020996
	Iteration 57Q: 3 clusters Score -8990862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8990866.000000 Penalty: 5723.020996
	Iteration 58Q: 3 clusters Score -8990866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -8990872.000000 Penalty: 5723.020996
	Iteration 59Q: 3 clusters Score -8990872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8990870.000000 Penalty: 5723.020996
	Iteration 60F: 3 clusters Score -8990870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8990872.000000 Penalty: 5723.020996
	Iteration 61Q: 3 clusters Score -8990872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96006 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -8990867.000000 Penalty: 5723.020996
	Iteration 62Q: 3 clusters Score -8990867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -8990871.000000 Penalty: 5723.020996
	Iteration 63Q: 3 clusters Score -8990871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -8990878.000000 Penalty: 5723.020996
	Iteration 64Q: 3 clusters Score -8990878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8990888.000000 Penalty: 5723.020996
	Iteration 65Q: 3 clusters Score -8990888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8990887.000000 Penalty: 5723.020996
	Iteration 66Q: 3 clusters Score -8990887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -8990877.000000 Penalty: 5723.020996
	Iteration 67Q: 3 clusters Score -8990877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -8990885.000000 Penalty: 5723.020996
	Iteration 68Q: 3 clusters Score -8990885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -8990886.000000 Penalty: 5723.020996
	Iteration 69Q: 3 clusters Score -8990886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8990882.000000 Penalty: 5723.020996
	Iteration 70Q: 3 clusters Score -8990882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96139 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -8990880.000000 Penalty: 5723.020996
	Iteration 71Q: 3 clusters Score -8990880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -8990880.000000 Penalty: 5723.020996
	Iteration 72Q: 3 clusters Score -8990880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -8990875.000000 Penalty: 5723.020996
	Iteration 73Q: 3 clusters Score -8990875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8990883.000000 Penalty: 5723.020996
	Iteration 74Q: 3 clusters Score -8990883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8990882.000000 Penalty: 5723.020996
	Iteration 75Q: 3 clusters Score -8990882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -8990883.000000 Penalty: 5723.020996
	Iteration 76Q: 3 clusters Score -8990883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8990883.000000 Penalty: 5723.020996
	Iteration 77Q: 3 clusters Score -8990883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8990883.000000 Penalty: 5723.020996
	Iteration 78F: 3 clusters Score -8990883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 96168 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Mstep: Class 28 contains 28553 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 6407 members 
Entering Unmasked Estep 
Score: -112933616.000000 Penalty: 108410.414062
Splitting cluster 17 changes total score from -112921744.000000 to -112933616.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (11402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Entering Unmasked Estep 
Score: -907641.250000 Penalty: 2316.702881
	Iteration 0F: 2 clusters Score -907641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -899027.562500 Penalty: 4633.405762
	Iteration 0F: 3 clusters Score -899027.6 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -901904.187500 Penalty: 4633.405762
	Iteration 1F: 3 clusters Score -901904.2 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -902716.500000 Penalty: 4633.405762
	Iteration 2F: 3 clusters Score -902716.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -903882.625000 Penalty: 4633.405762
	Iteration 3F: 3 clusters Score -903882.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -905228.375000 Penalty: 4633.405762
	Iteration 4F: 3 clusters Score -905228.4 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -906443.937500 Penalty: 4633.405762
	Iteration 5F: 3 clusters Score -906443.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -907466.000000 Penalty: 4633.405762
	Iteration 6F: 3 clusters Score -907466 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -908057.062500 Penalty: 4633.405762
	Iteration 7F: 3 clusters Score -908057.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -908366.062500 Penalty: 4633.405762
	Iteration 8Q: 3 clusters Score -908366.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -908524.312500 Penalty: 4633.405762
	Iteration 9Q: 3 clusters Score -908524.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -908617.562500 Penalty: 4633.405762
	Iteration 10Q: 3 clusters Score -908617.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -908666.062500 Penalty: 4633.405762
	Iteration 11Q: 3 clusters Score -908666.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -908695.062500 Penalty: 4633.405762
	Iteration 12Q: 3 clusters Score -908695.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -908707.875000 Penalty: 4633.405762
	Iteration 13Q: 3 clusters Score -908707.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -908713.125000 Penalty: 4633.405762
	Iteration 14Q: 3 clusters Score -908713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -908719.937500 Penalty: 4633.405762
	Iteration 15Q: 3 clusters Score -908719.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -908724.625000 Penalty: 4633.405762
	Iteration 16Q: 3 clusters Score -908724.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -908727.687500 Penalty: 4633.405762
	Iteration 17Q: 3 clusters Score -908727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -908729.000000 Penalty: 4633.405762
	Iteration 18Q: 3 clusters Score -908729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -908724.937500 Penalty: 4633.405762
	Iteration 19Q: 3 clusters Score -908724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -908728.625000 Penalty: 4633.405762
	Iteration 20F: 3 clusters Score -908728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -908731.000000 Penalty: 4633.405762
	Iteration 21Q: 3 clusters Score -908731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -908728.437500 Penalty: 4633.405762
	Iteration 22Q: 3 clusters Score -908728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -908730.750000 Penalty: 4633.405762
	Iteration 23Q: 3 clusters Score -908730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -908731.625000 Penalty: 4633.405762
	Iteration 24Q: 3 clusters Score -908731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -908730.500000 Penalty: 4633.405762
	Iteration 25Q: 3 clusters Score -908730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -908732.187500 Penalty: 4633.405762
	Iteration 26Q: 3 clusters Score -908732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -908732.250000 Penalty: 4633.405762
	Iteration 27Q: 3 clusters Score -908732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -908732.750000 Penalty: 4633.405762
	Iteration 28Q: 3 clusters Score -908732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -908732.750000 Penalty: 4633.405762
	Iteration 29F: 3 clusters Score -908732.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 96168 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 49379 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Mstep: Class 28 contains 28553 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 6407 members 
Mstep: Class 32 contains 6186 members 
Entering Unmasked Estep 
Score: -112933784.000000 Penalty: 111907.523438
Splitting cluster 18 changes total score from -112921744.000000 to -112933784.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -1189887.250000 Penalty: 2367.574219
	Iteration 0F: 2 clusters Score -1189887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1179760.750000 Penalty: 4735.148438
	Iteration 0F: 3 clusters Score -1179761 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1183050.625000 Penalty: 4735.148438
	Iteration 1F: 3 clusters Score -1183051 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1183555.250000 Penalty: 4735.148438
	Iteration 2F: 3 clusters Score -1183555 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1184110.250000 Penalty: 4735.148438
	Iteration 3F: 3 clusters Score -1184110 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1184881.000000 Penalty: 4735.148438
	Iteration 4F: 3 clusters Score -1184881 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1185886.875000 Penalty: 4735.148438
	Iteration 5F: 3 clusters Score -1185887 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1187049.750000 Penalty: 4735.148438
	Iteration 6F: 3 clusters Score -1187050 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1187979.000000 Penalty: 4735.148438
	Iteration 7F: 3 clusters Score -1187979 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1188485.375000 Penalty: 4735.148438
	Iteration 8F: 3 clusters Score -1188485 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1188745.750000 Penalty: 4735.148438
	Iteration 9Q: 3 clusters Score -1188746 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1188847.000000 Penalty: 4735.148438
	Iteration 10Q: 3 clusters Score -1188847 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1188888.750000 Penalty: 4735.148438
	Iteration 11Q: 3 clusters Score -1188889 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1188912.125000 Penalty: 4735.148438
	Iteration 12Q: 3 clusters Score -1188912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1188925.875000 Penalty: 4735.148438
	Iteration 13Q: 3 clusters Score -1188926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1188937.125000 Penalty: 4735.148438
	Iteration 14Q: 3 clusters Score -1188937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1188945.375000 Penalty: 4735.148438
	Iteration 15Q: 3 clusters Score -1188945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1188948.250000 Penalty: 4735.148438
	Iteration 16Q: 3 clusters Score -1188948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1188951.500000 Penalty: 4735.148438
	Iteration 17Q: 3 clusters Score -1188952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1188954.250000 Penalty: 4735.148438
	Iteration 18Q: 3 clusters Score -1188954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1188955.500000 Penalty: 4735.148438
	Iteration 19Q: 3 clusters Score -1188956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1188956.750000 Penalty: 4735.148438
	Iteration 20F: 3 clusters Score -1188957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1188958.625000 Penalty: 4735.148438
	Iteration 21Q: 3 clusters Score -1188959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1188957.250000 Penalty: 4735.148438
	Iteration 22Q: 3 clusters Score -1188957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1188956.625000 Penalty: 4735.148438
	Iteration 23Q: 3 clusters Score -1188957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1188955.375000 Penalty: 4735.148438
	Iteration 24Q: 3 clusters Score -1188955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1188954.875000 Penalty: 4735.148438
	Iteration 25Q: 3 clusters Score -1188955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1188953.500000 Penalty: 4735.148438
	Iteration 26Q: 3 clusters Score -1188954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1188953.500000 Penalty: 4735.148438
	Iteration 27F: 3 clusters Score -1188954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Entering Unmasked Estep 
Score: -3936041.000000 Penalty: 2680.205566
	Iteration 0F: 2 clusters Score -3936041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3902822.000000 Penalty: 5360.411133
	Iteration 0F: 3 clusters Score -3902822 nChanged 23006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3916043.750000 Penalty: 5360.411133
	Iteration 1F: 3 clusters Score -3916044 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3917343.750000 Penalty: 5360.411133
	Iteration 2F: 3 clusters Score -3917344 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3919045.000000 Penalty: 5360.411133
	Iteration 3F: 3 clusters Score -3919045 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3921241.500000 Penalty: 5360.411133
	Iteration 4F: 3 clusters Score -3921242 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3923809.250000 Penalty: 5360.411133
	Iteration 5F: 3 clusters Score -3923809 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3926279.750000 Penalty: 5360.411133
	Iteration 6F: 3 clusters Score -3926280 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3928307.250000 Penalty: 5360.411133
	Iteration 7F: 3 clusters Score -3928307 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3929814.000000 Penalty: 5360.411133
	Iteration 8Q: 3 clusters Score -3929814 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3931006.250000 Penalty: 5360.411133
	Iteration 9Q: 3 clusters Score -3931006 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3932317.500000 Penalty: 5360.411133
	Iteration 10Q: 3 clusters Score -3932318 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3933634.000000 Penalty: 5360.411133
	Iteration 11Q: 3 clusters Score -3933634 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3934591.250000 Penalty: 5360.411133
	Iteration 12Q: 3 clusters Score -3934591 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3935137.500000 Penalty: 5360.411133
	Iteration 13Q: 3 clusters Score -3935138 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3935504.250000 Penalty: 5360.411133
	Iteration 14Q: 3 clusters Score -3935504 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3935728.500000 Penalty: 5360.411133
	Iteration 15Q: 3 clusters Score -3935728 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3935877.750000 Penalty: 5360.411133
	Iteration 16Q: 3 clusters Score -3935878 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3935961.750000 Penalty: 5360.411133
	Iteration 17Q: 3 clusters Score -3935962 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3936043.500000 Penalty: 5360.411133
	Iteration 18Q: 3 clusters Score -3936044 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3936104.250000 Penalty: 5360.411133
	Iteration 19Q: 3 clusters Score -3936104 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3936129.750000 Penalty: 5360.411133
	Iteration 20F: 3 clusters Score -3936130 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3936152.500000 Penalty: 5360.411133
	Iteration 21Q: 3 clusters Score -3936152 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3936174.250000 Penalty: 5360.411133
	Iteration 22Q: 3 clusters Score -3936174 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3936186.250000 Penalty: 5360.411133
	Iteration 23Q: 3 clusters Score -3936186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3936194.000000 Penalty: 5360.411133
	Iteration 24Q: 3 clusters Score -3936194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -3936205.250000 Penalty: 5360.411133
	Iteration 25Q: 3 clusters Score -3936205 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3936211.000000 Penalty: 5360.411133
	Iteration 26Q: 3 clusters Score -3936211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3936223.500000 Penalty: 5360.411133
	Iteration 27Q: 3 clusters Score -3936224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3936228.750000 Penalty: 5360.411133
	Iteration 28Q: 3 clusters Score -3936229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3936229.750000 Penalty: 5360.411133
	Iteration 29Q: 3 clusters Score -3936230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3936238.250000 Penalty: 5360.411133
	Iteration 30Q: 3 clusters Score -3936238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3936237.750000 Penalty: 5360.411133
	Iteration 31Q: 3 clusters Score -3936238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3936249.500000 Penalty: 5360.411133
	Iteration 32Q: 3 clusters Score -3936250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3936239.000000 Penalty: 5360.411133
	Iteration 33Q: 3 clusters Score -3936239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -3936243.500000 Penalty: 5360.411133
	Iteration 34Q: 3 clusters Score -3936244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3936245.000000 Penalty: 5360.411133
	Iteration 35Q: 3 clusters Score -3936245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3936244.500000 Penalty: 5360.411133
	Iteration 36Q: 3 clusters Score -3936244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3936250.750000 Penalty: 5360.411133
	Iteration 37Q: 3 clusters Score -3936251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3936254.250000 Penalty: 5360.411133
	Iteration 38Q: 3 clusters Score -3936254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3936262.750000 Penalty: 5360.411133
	Iteration 39Q: 3 clusters Score -3936263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3936261.750000 Penalty: 5360.411133
	Iteration 40F: 3 clusters Score -3936262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3936270.000000 Penalty: 5360.411133
	Iteration 41Q: 3 clusters Score -3936270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3936283.000000 Penalty: 5360.411133
	Iteration 42Q: 3 clusters Score -3936283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3936283.000000 Penalty: 5360.411133
	Iteration 43Q: 3 clusters Score -3936283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3936284.000000 Penalty: 5360.411133
	Iteration 44Q: 3 clusters Score -3936284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3936284.000000 Penalty: 5360.411133
	Iteration 45Q: 3 clusters Score -3936284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3936292.250000 Penalty: 5360.411133
	Iteration 46Q: 3 clusters Score -3936292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3936297.000000 Penalty: 5360.411133
	Iteration 47Q: 3 clusters Score -3936297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3936284.000000 Penalty: 5360.411133
	Iteration 48Q: 3 clusters Score -3936284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3936291.250000 Penalty: 5360.411133
	Iteration 49Q: 3 clusters Score -3936291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3936292.750000 Penalty: 5360.411133
	Iteration 50Q: 3 clusters Score -3936293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3936288.000000 Penalty: 5360.411133
	Iteration 51Q: 3 clusters Score -3936288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -3936280.000000 Penalty: 5360.411133
	Iteration 52Q: 3 clusters Score -3936280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3936283.250000 Penalty: 5360.411133
	Iteration 53Q: 3 clusters Score -3936283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3936291.000000 Penalty: 5360.411133
	Iteration 54Q: 3 clusters Score -3936291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3936289.750000 Penalty: 5360.411133
	Iteration 55Q: 3 clusters Score -3936290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3936298.000000 Penalty: 5360.411133
	Iteration 56Q: 3 clusters Score -3936298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3936297.000000 Penalty: 5360.411133
	Iteration 57Q: 3 clusters Score -3936297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -3936295.500000 Penalty: 5360.411133
	Iteration 58Q: 3 clusters Score -3936296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3936295.000000 Penalty: 5360.411133
	Iteration 59Q: 3 clusters Score -3936295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3936303.000000 Penalty: 5360.411133
	Iteration 60F: 3 clusters Score -3936303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3936299.500000 Penalty: 5360.411133
	Iteration 61Q: 3 clusters Score -3936300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3936300.500000 Penalty: 5360.411133
	Iteration 62Q: 3 clusters Score -3936300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3936303.250000 Penalty: 5360.411133
	Iteration 63Q: 3 clusters Score -3936303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3936296.750000 Penalty: 5360.411133
	Iteration 64Q: 3 clusters Score -3936297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3936294.500000 Penalty: 5360.411133
	Iteration 65Q: 3 clusters Score -3936294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3936293.500000 Penalty: 5360.411133
	Iteration 66Q: 3 clusters Score -3936294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3936298.000000 Penalty: 5360.411133
	Iteration 67Q: 3 clusters Score -3936298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3936298.000000 Penalty: 5360.411133
	Iteration 68F: 3 clusters Score -3936298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 96168 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 44101 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Mstep: Class 28 contains 28553 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 6407 members 
Mstep: Class 32 contains 6186 members 
Mstep: Class 33 contains 5278 members 
Entering Unmasked Estep 
Score: -112932792.000000 Penalty: 115404.632812
Splitting cluster 20 changes total score from -112921744.000000 to -112932792.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -932819.500000 Penalty: 2358.093750
	Iteration 0F: 2 clusters Score -932819.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -923503.625000 Penalty: 4716.187500
	Iteration 0F: 3 clusters Score -923503.6 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -932345.312500 Penalty: 4716.187500
	Iteration 1F: 3 clusters Score -932345.3 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -935478.437500 Penalty: 4716.187500
	Iteration 2F: 3 clusters Score -935478.4 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -937531.500000 Penalty: 4716.187500
	Iteration 3F: 3 clusters Score -937531.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -938469.562500 Penalty: 4716.187500
	Iteration 4F: 3 clusters Score -938469.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -939032.625000 Penalty: 4716.187500
	Iteration 5Q: 3 clusters Score -939032.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -939534.125000 Penalty: 4716.187500
	Iteration 6Q: 3 clusters Score -939534.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -939944.750000 Penalty: 4716.187500
	Iteration 7Q: 3 clusters Score -939944.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -940315.812500 Penalty: 4716.187500
	Iteration 8Q: 3 clusters Score -940315.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -940685.625000 Penalty: 4716.187500
	Iteration 9Q: 3 clusters Score -940685.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -941036.937500 Penalty: 4716.187500
	Iteration 10Q: 3 clusters Score -941036.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -941330.500000 Penalty: 4716.187500
	Iteration 11Q: 3 clusters Score -941330.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -941574.375000 Penalty: 4716.187500
	Iteration 12Q: 3 clusters Score -941574.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -941761.812500 Penalty: 4716.187500
	Iteration 13Q: 3 clusters Score -941761.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -942074.125000 Penalty: 4716.187500
	Iteration 14Q: 3 clusters Score -942074.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -942472.687500 Penalty: 4716.187500
	Iteration 15Q: 3 clusters Score -942472.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -942857.187500 Penalty: 4716.187500
	Iteration 16Q: 3 clusters Score -942857.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -943035.062500 Penalty: 4716.187500
	Iteration 17Q: 3 clusters Score -943035.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -943104.375000 Penalty: 4716.187500
	Iteration 18Q: 3 clusters Score -943104.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -943129.187500 Penalty: 4716.187500
	Iteration 19Q: 3 clusters Score -943129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -943142.937500 Penalty: 4716.187500
	Iteration 20F: 3 clusters Score -943142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -943158.937500 Penalty: 4716.187500
	Iteration 21Q: 3 clusters Score -943158.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -943164.000000 Penalty: 4716.187500
	Iteration 22Q: 3 clusters Score -943164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -943172.625000 Penalty: 4716.187500
	Iteration 23Q: 3 clusters Score -943172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -943173.875000 Penalty: 4716.187500
	Iteration 24Q: 3 clusters Score -943173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -943175.000000 Penalty: 4716.187500
	Iteration 25Q: 3 clusters Score -943175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -943175.000000 Penalty: 4716.187500
	Iteration 26F: 3 clusters Score -943175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 96168 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 44101 members 
Mstep: Class 21 contains 12202 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Mstep: Class 25 contains 1885 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 21356 members 
Mstep: Class 28 contains 28553 members 
Mstep: Class 29 contains 3182 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 6407 members 
Mstep: Class 32 contains 6186 members 
Mstep: Class 33 contains 5278 members 
Mstep: Class 34 contains 1271 members 
Entering Unmasked Estep 
Score: -112942504.000000 Penalty: 118901.742188
Splitting cluster 21 changes total score from -112921744.000000 to -112942504.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (414204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414204 members 
Entering Unmasked Estep 
Score: -36593952.000000 Penalty: 3207.660156
	Iteration 0F: 2 clusters Score -3.659395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207269 members 
Mstep: Class 2 contains 206935 members 
Entering Unmasked Estep 
Score: -36314680.000000 Penalty: 6415.320312
	Iteration 0F: 3 clusters Score -3.631468e+07 nChanged 201833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210794 members 
Mstep: Class 2 contains 203410 members 
Entering Unmasked Estep 
Score: -36435104.000000 Penalty: 6415.320312
	Iteration 1F: 3 clusters Score -3.64351e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213128 members 
Mstep: Class 2 contains 201076 members 
Entering Unmasked Estep 
Score: -36436252.000000 Penalty: 6415.320312
	Iteration 2Q: 3 clusters Score -3.643625e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216701 members 
Mstep: Class 2 contains 197503 members 
Entering Unmasked Estep 
Score: -36438224.000000 Penalty: 6415.320312
	Iteration 3Q: 3 clusters Score -3.643822e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222164 members 
Mstep: Class 2 contains 192040 members 
Entering Unmasked Estep 
Score: -36440780.000000 Penalty: 6415.320312
	Iteration 4Q: 3 clusters Score -3.644078e+07 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230565 members 
Mstep: Class 2 contains 183639 members 
Entering Unmasked Estep 
Score: -36445100.000000 Penalty: 6415.320312
	Iteration 5Q: 3 clusters Score -3.64451e+07 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243155 members 
Mstep: Class 2 contains 171049 members 
Entering Unmasked Estep 
Score: -36452076.000000 Penalty: 6415.320312
	Iteration 6Q: 3 clusters Score -3.645208e+07 nChanged 21403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261056 members 
Mstep: Class 2 contains 153148 members 
Entering Unmasked Estep 
Score: -36464492.000000 Penalty: 6415.320312
	Iteration 7F: 3 clusters Score -3.646449e+07 nChanged 26195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284177 members 
Mstep: Class 2 contains 130027 members 
Entering Unmasked Estep 
Score: -36482916.000000 Penalty: 6415.320312
	Iteration 8F: 3 clusters Score -3.648292e+07 nChanged 27923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309290 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -36505628.000000 Penalty: 6415.320312
	Iteration 9F: 3 clusters Score -3.650563e+07 nChanged 25282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331956 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -36526212.000000 Penalty: 6415.320312
	Iteration 10F: 3 clusters Score -3.652621e+07 nChanged 19924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349762 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -36541704.000000 Penalty: 6415.320312
	Iteration 11Q: 3 clusters Score -3.65417e+07 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363370 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -36552732.000000 Penalty: 6415.320312
	Iteration 12Q: 3 clusters Score -3.655273e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374336 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -36560800.000000 Penalty: 6415.320312
	Iteration 13Q: 3 clusters Score -3.65608e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383671 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -36567748.000000 Penalty: 6415.320312
	Iteration 14Q: 3 clusters Score -3.656775e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391692 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -36573812.000000 Penalty: 6415.320312
	Iteration 15Q: 3 clusters Score -3.657381e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398327 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -36578904.000000 Penalty: 6415.320312
	Iteration 16Q: 3 clusters Score -3.65789e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403642 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -36583268.000000 Penalty: 6415.320312
	Iteration 17Q: 3 clusters Score -3.658327e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407585 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -36586428.000000 Penalty: 6415.320312
	Iteration 18Q: 3 clusters Score -3.658643e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410202 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -36588460.000000 Penalty: 6415.320312
	Iteration 19Q: 3 clusters Score -3.658846e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411828 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -36589664.000000 Penalty: 6415.320312
	Iteration 20F: 3 clusters Score -3.658966e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412629 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -36590260.000000 Penalty: 6415.320312
	Iteration 21Q: 3 clusters Score -3.659026e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413068 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -36590684.000000 Penalty: 6415.320312
	Iteration 22Q: 3 clusters Score -3.659068e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413267 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -36590828.000000 Penalty: 6415.320312
	Iteration 23Q: 3 clusters Score -3.659083e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413376 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -36590900.000000 Penalty: 6415.320312
	Iteration 24Q: 3 clusters Score -3.65909e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413423 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -36590988.000000 Penalty: 6415.320312
	Iteration 25Q: 3 clusters Score -3.659099e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413455 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -36591036.000000 Penalty: 6415.320312
	Iteration 26Q: 3 clusters Score -3.659104e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413491 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -36591004.000000 Penalty: 6415.320312
	Iteration 27Q: 3 clusters Score -3.6591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413507 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -36591024.000000 Penalty: 6415.320312
	Iteration 28Q: 3 clusters Score -3.659102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413517 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -36591052.000000 Penalty: 6415.320312
	Iteration 29Q: 3 clusters Score -3.659105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413530 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -36591052.000000 Penalty: 6415.320312
	Iteration 30Q: 3 clusters Score -3.659105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413542 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -36591068.000000 Penalty: 6415.320312
	Iteration 31Q: 3 clusters Score -3.659107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413553 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -36591104.000000 Penalty: 6415.320312
	Iteration 32Q: 3 clusters Score -3.65911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413561 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -36591124.000000 Penalty: 6415.320312
	Iteration 33Q: 3 clusters Score -3.659112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413568 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -36591116.000000 Penalty: 6415.320312
	Iteration 34Q: 3 clusters Score -3.659112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413573 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -36591136.000000 Penalty: 6415.320312
	Iteration 35Q: 3 clusters Score -3.659114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413575 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -36591140.000000 Penalty: 6415.320312
	Iteration 36Q: 3 clusters Score -3.659114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413580 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -36591132.000000 Penalty: 6415.320312
	Iteration 37Q: 3 clusters Score -3.659113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413585 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -36591156.000000 Penalty: 6415.320312
	Iteration 38Q: 3 clusters Score -3.659116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413587 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36591168.000000 Penalty: 6415.320312
	Iteration 39Q: 3 clusters Score -3.659117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413589 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -36591160.000000 Penalty: 6415.320312
	Iteration 40F: 3 clusters Score -3.659116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413591 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36591172.000000 Penalty: 6415.320312
	Iteration 41Q: 3 clusters Score -3.659117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413590 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -36591160.000000 Penalty: 6415.320312
	Iteration 42Q: 3 clusters Score -3.659116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413591 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36591156.000000 Penalty: 6415.320312
	Iteration 43Q: 3 clusters Score -3.659116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413593 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -36591176.000000 Penalty: 6415.320312
	Iteration 44Q: 3 clusters Score -3.659118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413595 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -36591160.000000 Penalty: 6415.320312
	Iteration 45Q: 3 clusters Score -3.659116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413598 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -36591160.000000 Penalty: 6415.320312
	Iteration 46Q: 3 clusters Score -3.659116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413598 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -36591164.000000 Penalty: 6415.320312
	Iteration 47Q: 3 clusters Score -3.659116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413599 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -36591168.000000 Penalty: 6415.320312
	Iteration 48Q: 3 clusters Score -3.659117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413601 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36591164.000000 Penalty: 6415.320312
	Iteration 49Q: 3 clusters Score -3.659116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413602 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -36591156.000000 Penalty: 6415.320312
	Iteration 50Q: 3 clusters Score -3.659116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413603 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -36591152.000000 Penalty: 6415.320312
	Iteration 51Q: 3 clusters Score -3.659115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413604 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36591168.000000 Penalty: 6415.320312
	Iteration 52Q: 3 clusters Score -3.659117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413604 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36591168.000000 Penalty: 6415.320312
	Iteration 53F: 3 clusters Score -3.659117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Entering Unmasked Estep 
Score: -1503662.125000 Penalty: 2422.552002
	Iteration 0F: 2 clusters Score -1503662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1491226.750000 Penalty: 4845.104004
	Iteration 0F: 3 clusters Score -1491227 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1495442.750000 Penalty: 4845.104004
	Iteration 1F: 3 clusters Score -1495443 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1495912.625000 Penalty: 4845.104004
	Iteration 2F: 3 clusters Score -1495913 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1496333.000000 Penalty: 4845.104004
	Iteration 3F: 3 clusters Score -1496333 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1496697.000000 Penalty: 4845.104004
	Iteration 4Q: 3 clusters Score -1496697 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1497071.375000 Penalty: 4845.104004
	Iteration 5Q: 3 clusters Score -1497071 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1497457.250000 Penalty: 4845.104004
	Iteration 6Q: 3 clusters Score -1497457 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1497879.500000 Penalty: 4845.104004
	Iteration 7Q: 3 clusters Score -1497880 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1498366.375000 Penalty: 4845.104004
	Iteration 8Q: 3 clusters Score -1498366 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1498889.500000 Penalty: 4845.104004
	Iteration 9Q: 3 clusters Score -1498890 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1499513.750000 Penalty: 4845.104004
	Iteration 10Q: 3 clusters Score -1499514 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1500130.625000 Penalty: 4845.104004
	Iteration 11Q: 3 clusters Score -1500131 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1500722.875000 Penalty: 4845.104004
	Iteration 12Q: 3 clusters Score -1500723 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1501220.875000 Penalty: 4845.104004
	Iteration 13Q: 3 clusters Score -1501221 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1501546.875000 Penalty: 4845.104004
	Iteration 14Q: 3 clusters Score -1501547 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1501730.250000 Penalty: 4845.104004
	Iteration 15Q: 3 clusters Score -1501730 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1501841.750000 Penalty: 4845.104004
	Iteration 16Q: 3 clusters Score -1501842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1501904.375000 Penalty: 4845.104004
	Iteration 17Q: 3 clusters Score -1501904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1501943.500000 Penalty: 4845.104004
	Iteration 18Q: 3 clusters Score -1501944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1501974.250000 Penalty: 4845.104004
	Iteration 19Q: 3 clusters Score -1501974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1501998.875000 Penalty: 4845.104004
	Iteration 20F: 3 clusters Score -1501999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1502024.125000 Penalty: 4845.104004
	Iteration 21Q: 3 clusters Score -1502024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1502035.125000 Penalty: 4845.104004
	Iteration 22Q: 3 clusters Score -1502035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1502047.375000 Penalty: 4845.104004
	Iteration 23Q: 3 clusters Score -1502047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1502052.250000 Penalty: 4845.104004
	Iteration 24Q: 3 clusters Score -1502052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1502056.500000 Penalty: 4845.104004
	Iteration 25Q: 3 clusters Score -1502056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1502060.125000 Penalty: 4845.104004
	Iteration 26Q: 3 clusters Score -1502060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1502064.625000 Penalty: 4845.104004
	Iteration 27Q: 3 clusters Score -1502065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1502070.000000 Penalty: 4845.104004
	Iteration 28Q: 3 clusters Score -1502070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1502071.625000 Penalty: 4845.104004
	Iteration 29Q: 3 clusters Score -1502072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1502075.250000 Penalty: 4845.104004
	Iteration 30Q: 3 clusters Score -1502075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1502074.750000 Penalty: 4845.104004
	Iteration 31Q: 3 clusters Score -1502075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1502077.750000 Penalty: 4845.104004
	Iteration 32Q: 3 clusters Score -1502078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1502083.500000 Penalty: 4845.104004
	Iteration 33Q: 3 clusters Score -1502084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1502082.250000 Penalty: 4845.104004
	Iteration 34Q: 3 clusters Score -1502082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1502079.000000 Penalty: 4845.104004
	Iteration 35Q: 3 clusters Score -1502079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1502080.750000 Penalty: 4845.104004
	Iteration 36Q: 3 clusters Score -1502081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1502082.125000 Penalty: 4845.104004
	Iteration 37Q: 3 clusters Score -1502082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1502083.250000 Penalty: 4845.104004
	Iteration 38Q: 3 clusters Score -1502083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1502086.750000 Penalty: 4845.104004
	Iteration 39Q: 3 clusters Score -1502087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1502088.875000 Penalty: 4845.104004
	Iteration 40F: 3 clusters Score -1502089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1502086.625000 Penalty: 4845.104004
	Iteration 41Q: 3 clusters Score -1502087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1502089.250000 Penalty: 4845.104004
	Iteration 42Q: 3 clusters Score -1502089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1502091.500000 Penalty: 4845.104004
	Iteration 43Q: 3 clusters Score -1502092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1502085.750000 Penalty: 4845.104004
	Iteration 44Q: 3 clusters Score -1502086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1502083.250000 Penalty: 4845.104004
	Iteration 45Q: 3 clusters Score -1502083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1502085.625000 Penalty: 4845.104004
	Iteration 46Q: 3 clusters Score -1502086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1502086.250000 Penalty: 4845.104004
	Iteration 47Q: 3 clusters Score -1502086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1502087.000000 Penalty: 4845.104004
	Iteration 48Q: 3 clusters Score -1502087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1502088.125000 Penalty: 4845.104004
	Iteration 49Q: 3 clusters Score -1502088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1502087.875000 Penalty: 4845.104004
	Iteration 50Q: 3 clusters Score -1502088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1502091.625000 Penalty: 4845.104004
	Iteration 51Q: 3 clusters Score -1502092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1502092.625000 Penalty: 4845.104004
	Iteration 52Q: 3 clusters Score -1502093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1502090.000000 Penalty: 4845.104004
	Iteration 53Q: 3 clusters Score -1502090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1502090.375000 Penalty: 4845.104004
	Iteration 54Q: 3 clusters Score -1502090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1502089.500000 Penalty: 4845.104004
	Iteration 55Q: 3 clusters Score -1502090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1502089.875000 Penalty: 4845.104004
	Iteration 56Q: 3 clusters Score -1502090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1502089.875000 Penalty: 4845.104004
	Iteration 57F: 3 clusters Score -1502090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (399461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399461 members 
Entering Unmasked Estep 
Score: -35087776.000000 Penalty: 3198.672119
	Iteration 0F: 2 clusters Score -3.508778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199123 members 
Mstep: Class 2 contains 200338 members 
Entering Unmasked Estep 
Score: -34817732.000000 Penalty: 6397.344238
	Iteration 0F: 3 clusters Score -3.481773e+07 nChanged 194849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185408 members 
Mstep: Class 2 contains 214053 members 
Entering Unmasked Estep 
Score: -34935484.000000 Penalty: 6397.344238
	Iteration 1F: 3 clusters Score -3.493548e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176842 members 
Mstep: Class 2 contains 222619 members 
Entering Unmasked Estep 
Score: -34939040.000000 Penalty: 6397.344238
	Iteration 2Q: 3 clusters Score -3.493904e+07 nChanged 16066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 235927 members 
Entering Unmasked Estep 
Score: -34945612.000000 Penalty: 6397.344238
	Iteration 3Q: 3 clusters Score -3.494561e+07 nChanged 21848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143538 members 
Mstep: Class 2 contains 255923 members 
Entering Unmasked Estep 
Score: -34957520.000000 Penalty: 6397.344238
	Iteration 4F: 3 clusters Score -3.495752e+07 nChanged 28628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 283493 members 
Entering Unmasked Estep 
Score: -34978420.000000 Penalty: 6397.344238
	Iteration 5F: 3 clusters Score -3.497842e+07 nChanged 33410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 316433 members 
Entering Unmasked Estep 
Score: -35007548.000000 Penalty: 6397.344238
	Iteration 6F: 3 clusters Score -3.500755e+07 nChanged 32070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 348355 members 
Entering Unmasked Estep 
Score: -35038364.000000 Penalty: 6397.344238
	Iteration 7F: 3 clusters Score -3.503836e+07 nChanged 24641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 372982 members 
Entering Unmasked Estep 
Score: -35062336.000000 Penalty: 6397.344238
	Iteration 8F: 3 clusters Score -3.506234e+07 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 387503 members 
Entering Unmasked Estep 
Score: -35075560.000000 Penalty: 6397.344238
	Iteration 9Q: 3 clusters Score -3.507556e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 394278 members 
Entering Unmasked Estep 
Score: -35081388.000000 Penalty: 6397.344238
	Iteration 10Q: 3 clusters Score -3.508139e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 396875 members 
Entering Unmasked Estep 
Score: -35083380.000000 Penalty: 6397.344238
	Iteration 11Q: 3 clusters Score -3.508338e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 397847 members 
Entering Unmasked Estep 
Score: -35084136.000000 Penalty: 6397.344238
	Iteration 12Q: 3 clusters Score -3.508414e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 398227 members 
Entering Unmasked Estep 
Score: -35084368.000000 Penalty: 6397.344238
	Iteration 13Q: 3 clusters Score -3.508437e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 398438 members 
Entering Unmasked Estep 
Score: -35084608.000000 Penalty: 6397.344238
	Iteration 14Q: 3 clusters Score -3.508461e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 398558 members 
Entering Unmasked Estep 
Score: -35084724.000000 Penalty: 6397.344238
	Iteration 15Q: 3 clusters Score -3.508472e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 398634 members 
Entering Unmasked Estep 
Score: -35084772.000000 Penalty: 6397.344238
	Iteration 16Q: 3 clusters Score -3.508477e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 398670 members 
Entering Unmasked Estep 
Score: -35084836.000000 Penalty: 6397.344238
	Iteration 17Q: 3 clusters Score -3.508484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 398696 members 
Entering Unmasked Estep 
Score: -35084840.000000 Penalty: 6397.344238
	Iteration 18Q: 3 clusters Score -3.508484e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 398722 members 
Entering Unmasked Estep 
Score: -35084864.000000 Penalty: 6397.344238
	Iteration 19Q: 3 clusters Score -3.508486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 398740 members 
Entering Unmasked Estep 
Score: -35084868.000000 Penalty: 6397.344238
	Iteration 20F: 3 clusters Score -3.508487e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 398748 members 
Entering Unmasked Estep 
Score: -35084880.000000 Penalty: 6397.344238
	Iteration 21Q: 3 clusters Score -3.508488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 398769 members 
Entering Unmasked Estep 
Score: -35084876.000000 Penalty: 6397.344238
	Iteration 22Q: 3 clusters Score -3.508488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 398777 members 
Entering Unmasked Estep 
Score: -35084856.000000 Penalty: 6397.344238
	Iteration 23Q: 3 clusters Score -3.508486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 398785 members 
Entering Unmasked Estep 
Score: -35084888.000000 Penalty: 6397.344238
	Iteration 24Q: 3 clusters Score -3.508489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 398790 members 
Entering Unmasked Estep 
Score: -35084888.000000 Penalty: 6397.344238
	Iteration 25Q: 3 clusters Score -3.508489e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 398796 members 
Entering Unmasked Estep 
Score: -35084908.000000 Penalty: 6397.344238
	Iteration 26Q: 3 clusters Score -3.508491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 398798 members 
Entering Unmasked Estep 
Score: -35084920.000000 Penalty: 6397.344238
	Iteration 27Q: 3 clusters Score -3.508492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 398800 members 
Entering Unmasked Estep 
Score: -35084916.000000 Penalty: 6397.344238
	Iteration 28Q: 3 clusters Score -3.508492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 398801 members 
Entering Unmasked Estep 
Score: -35084888.000000 Penalty: 6397.344238
	Iteration 29Q: 3 clusters Score -3.508489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 398802 members 
Entering Unmasked Estep 
Score: -35084904.000000 Penalty: 6397.344238
	Iteration 30Q: 3 clusters Score -3.50849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 398806 members 
Entering Unmasked Estep 
Score: -35084908.000000 Penalty: 6397.344238
	Iteration 31Q: 3 clusters Score -3.508491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 398808 members 
Entering Unmasked Estep 
Score: -35084928.000000 Penalty: 6397.344238
	Iteration 32Q: 3 clusters Score -3.508493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 398809 members 
Entering Unmasked Estep 
Score: -35084924.000000 Penalty: 6397.344238
	Iteration 33Q: 3 clusters Score -3.508492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 398813 members 
Entering Unmasked Estep 
Score: -35084908.000000 Penalty: 6397.344238
	Iteration 34Q: 3 clusters Score -3.508491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 398816 members 
Entering Unmasked Estep 
Score: -35084924.000000 Penalty: 6397.344238
	Iteration 35Q: 3 clusters Score -3.508492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 398820 members 
Entering Unmasked Estep 
Score: -35084944.000000 Penalty: 6397.344238
	Iteration 36Q: 3 clusters Score -3.508494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 398824 members 
Entering Unmasked Estep 
Score: -35084948.000000 Penalty: 6397.344238
	Iteration 37Q: 3 clusters Score -3.508495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 398828 members 
Entering Unmasked Estep 
Score: -35084952.000000 Penalty: 6397.344238
	Iteration 38Q: 3 clusters Score -3.508495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 398829 members 
Entering Unmasked Estep 
Score: -35084940.000000 Penalty: 6397.344238
	Iteration 39Q: 3 clusters Score -3.508494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 398831 members 
Entering Unmasked Estep 
Score: -35084940.000000 Penalty: 6397.344238
	Iteration 40F: 3 clusters Score -3.508494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 12355 members 
Mstep: Class 6 contains 10995 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 30490 members 
Mstep: Class 10 contains 55736 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 16721 members 
Mstep: Class 14 contains 19775 members 
Mstep: Class 17 contains 96168 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 44101 members 
Mstep: Class 21 contains 12202 members 
Mstep: Class 22 contains 414204 members 
Mstep: Class 23 contains 17472 members 
Mstep: Class 24 contains 399461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112954280.000000 Penalty: 118901.742188
Iteration 39Q: 35 clusters Score -1.129543e+08 nChanged 19520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 21923 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 12490 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 30430 members 
Mstep: Class 10 contains 55181 members 
Mstep: Class 11 contains 8586 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 13 contains 16413 members 
Mstep: Class 14 contains 19680 members 
Mstep: Class 15 contains 11652 members 
Mstep: Class 16 contains 11814 members 
Mstep: Class 17 contains 96898 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 13926 members 
Mstep: Class 20 contains 42883 members 
Mstep: Class 21 contains 12773 members 
Mstep: Class 22 contains 414148 members 
Mstep: Class 23 contains 17639 members 
Mstep: Class 24 contains 400145 members 
Mstep: Class 25 contains 1828 members 
Mstep: Class 26 contains 5605 members 
Mstep: Class 27 contains 20911 members 
Mstep: Class 28 contains 27830 members 
Mstep: Class 29 contains 3139 members 
Mstep: Class 30 contains 10997 members 
Mstep: Class 31 contains 6770 members 
Mstep: Class 32 contains 5792 members 
Mstep: Class 33 contains 5126 members 
Mstep: Class 34 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112965760.000000 Penalty: 118901.742188
Iteration 40F: 35 clusters Score -1.129658e+08 nChanged 14155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 21620 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 12679 members 
Mstep: Class 6 contains 10788 members 
Mstep: Class 7 contains 9382 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 30307 members 
Mstep: Class 10 contains 54948 members 
Mstep: Class 11 contains 8882 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 16978 members 
Mstep: Class 14 contains 19292 members 
Mstep: Class 15 contains 11947 members 
Mstep: Class 16 contains 11938 members 
Mstep: Class 17 contains 96930 members 
Mstep: Class 18 contains 5524 members 
Mstep: Class 19 contains 13730 members 
Mstep: Class 20 contains 41007 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 413736 members 
Mstep: Class 23 contains 17488 members 
Mstep: Class 24 contains 399522 members 
Mstep: Class 25 contains 1911 members 
Mstep: Class 26 contains 5845 members 
Mstep: Class 27 contains 21237 members 
Mstep: Class 28 contains 27607 members 
Mstep: Class 29 contains 3183 members 
Mstep: Class 30 contains 11651 members 
Mstep: Class 31 contains 7001 members 
Mstep: Class 32 contains 6221 members 
Mstep: Class 33 contains 6008 members 
Mstep: Class 34 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112971088.000000 Penalty: 118901.742188
Iteration 41Q: 35 clusters Score -1.129711e+08 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9500 members 
Mstep: Class 3 contains 21328 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 12835 members 
Mstep: Class 6 contains 10692 members 
Mstep: Class 7 contains 9493 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 30200 members 
Mstep: Class 10 contains 54878 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 17262 members 
Mstep: Class 14 contains 19026 members 
Mstep: Class 15 contains 12118 members 
Mstep: Class 16 contains 11926 members 
Mstep: Class 17 contains 96996 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 13584 members 
Mstep: Class 20 contains 39502 members 
Mstep: Class 21 contains 12060 members 
Mstep: Class 22 contains 413689 members 
Mstep: Class 23 contains 17387 members 
Mstep: Class 24 contains 399395 members 
Mstep: Class 25 contains 1931 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 21369 members 
Mstep: Class 28 contains 27468 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 7209 members 
Mstep: Class 32 contains 6559 members 
Mstep: Class 33 contains 6478 members 
Mstep: Class 34 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112973136.000000 Penalty: 118901.742188
Iteration 42Q: 35 clusters Score -1.129731e+08 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 21076 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 13002 members 
Mstep: Class 6 contains 10592 members 
Mstep: Class 7 contains 9610 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 30132 members 
Mstep: Class 10 contains 54879 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 17422 members 
Mstep: Class 14 contains 18800 members 
Mstep: Class 15 contains 12290 members 
Mstep: Class 16 contains 11853 members 
Mstep: Class 17 contains 97029 members 
Mstep: Class 18 contains 5730 members 
Mstep: Class 19 contains 13453 members 
Mstep: Class 20 contains 38222 members 
Mstep: Class 21 contains 11936 members 
Mstep: Class 22 contains 413736 members 
Mstep: Class 23 contains 17265 members 
Mstep: Class 24 contains 399380 members 
Mstep: Class 25 contains 1942 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 21428 members 
Mstep: Class 28 contains 27364 members 
Mstep: Class 29 contains 3197 members 
Mstep: Class 30 contains 12334 members 
Mstep: Class 31 contains 7396 members 
Mstep: Class 32 contains 6840 members 
Mstep: Class 33 contains 6854 members 
Mstep: Class 34 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112974696.000000 Penalty: 118901.742188
Iteration 43Q: 35 clusters Score -1.129747e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 9539 members 
Mstep: Class 3 contains 20866 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 10495 members 
Mstep: Class 7 contains 9691 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 30068 members 
Mstep: Class 10 contains 54856 members 
Mstep: Class 11 contains 9295 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 17499 members 
Mstep: Class 14 contains 18640 members 
Mstep: Class 15 contains 12405 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 97048 members 
Mstep: Class 18 contains 5831 members 
Mstep: Class 19 contains 13338 members 
Mstep: Class 20 contains 37138 members 
Mstep: Class 21 contains 11824 members 
Mstep: Class 22 contains 413787 members 
Mstep: Class 23 contains 17167 members 
Mstep: Class 24 contains 399479 members 
Mstep: Class 25 contains 1953 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 21479 members 
Mstep: Class 28 contains 27305 members 
Mstep: Class 29 contains 3201 members 
Mstep: Class 30 contains 12626 members 
Mstep: Class 31 contains 7566 members 
Mstep: Class 32 contains 7089 members 
Mstep: Class 33 contains 7169 members 
Mstep: Class 34 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112975984.000000 Penalty: 118901.742188
Iteration 44Q: 35 clusters Score -1.12976e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 20661 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 13266 members 
Mstep: Class 6 contains 10429 members 
Mstep: Class 7 contains 9725 members 
Mstep: Class 8 contains 6159 members 
Mstep: Class 9 contains 30030 members 
Mstep: Class 10 contains 54851 members 
Mstep: Class 11 contains 9368 members 
Mstep: Class 12 contains 2377 members 
Mstep: Class 13 contains 17501 members 
Mstep: Class 14 contains 18493 members 
Mstep: Class 15 contains 12500 members 
Mstep: Class 16 contains 11698 members 
Mstep: Class 17 contains 97068 members 
Mstep: Class 18 contains 5935 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 36188 members 
Mstep: Class 21 contains 11711 members 
Mstep: Class 22 contains 413852 members 
Mstep: Class 23 contains 17106 members 
Mstep: Class 24 contains 399542 members 
Mstep: Class 25 contains 1956 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 21534 members 
Mstep: Class 28 contains 27236 members 
Mstep: Class 29 contains 3202 members 
Mstep: Class 30 contains 12911 members 
Mstep: Class 31 contains 7702 members 
Mstep: Class 32 contains 7334 members 
Mstep: Class 33 contains 7448 members 
Mstep: Class 34 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112977392.000000 Penalty: 118901.742188
Iteration 45Q: 35 clusters Score -1.129774e+08 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 9551 members 
Mstep: Class 3 contains 20495 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 13376 members 
Mstep: Class 6 contains 10359 members 
Mstep: Class 7 contains 9777 members 
Mstep: Class 8 contains 6223 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 54847 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 17428 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 12590 members 
Mstep: Class 16 contains 11662 members 
Mstep: Class 17 contains 97077 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 13205 members 
Mstep: Class 20 contains 35351 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 22 contains 413908 members 
Mstep: Class 23 contains 17039 members 
Mstep: Class 24 contains 399635 members 
Mstep: Class 25 contains 1958 members 
Mstep: Class 26 contains 5975 members 
Mstep: Class 27 contains 21579 members 
Mstep: Class 28 contains 27212 members 
Mstep: Class 29 contains 3204 members 
Mstep: Class 30 contains 13184 members 
Mstep: Class 31 contains 7805 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 7670 members 
Mstep: Class 34 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112978688.000000 Penalty: 118901.742188
Iteration 46Q: 35 clusters Score -1.129787e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9543 members 
Mstep: Class 3 contains 20338 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 13478 members 
Mstep: Class 6 contains 10282 members 
Mstep: Class 7 contains 9795 members 
Mstep: Class 8 contains 6289 members 
Mstep: Class 9 contains 29958 members 
Mstep: Class 10 contains 54817 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 17370 members 
Mstep: Class 14 contains 18289 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 11666 members 
Mstep: Class 17 contains 97088 members 
Mstep: Class 18 contains 6111 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 34597 members 
Mstep: Class 21 contains 11495 members 
Mstep: Class 22 contains 413927 members 
Mstep: Class 23 contains 16984 members 
Mstep: Class 24 contains 399762 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 5993 members 
Mstep: Class 27 contains 21612 members 
Mstep: Class 28 contains 27156 members 
Mstep: Class 29 contains 3204 members 
Mstep: Class 30 contains 13469 members 
Mstep: Class 31 contains 7872 members 
Mstep: Class 32 contains 7747 members 
Mstep: Class 33 contains 7875 members 
Mstep: Class 34 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979064.000000 Penalty: 118901.742188
Iteration 47Q: 35 clusters Score -1.129791e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9555 members 
Mstep: Class 3 contains 20185 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 13561 members 
Mstep: Class 6 contains 10217 members 
Mstep: Class 7 contains 9796 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 54752 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 17208 members 
Mstep: Class 14 contains 18202 members 
Mstep: Class 15 contains 12737 members 
Mstep: Class 16 contains 11721 members 
Mstep: Class 17 contains 97107 members 
Mstep: Class 18 contains 6161 members 
Mstep: Class 19 contains 13129 members 
Mstep: Class 20 contains 33938 members 
Mstep: Class 21 contains 11399 members 
Mstep: Class 22 contains 413950 members 
Mstep: Class 23 contains 16928 members 
Mstep: Class 24 contains 399964 members 
Mstep: Class 25 contains 1971 members 
Mstep: Class 26 contains 6007 members 
Mstep: Class 27 contains 21650 members 
Mstep: Class 28 contains 27089 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 13738 members 
Mstep: Class 31 contains 7941 members 
Mstep: Class 32 contains 7930 members 
Mstep: Class 33 contains 8016 members 
Mstep: Class 34 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979784.000000 Penalty: 118901.742188
Iteration 48Q: 35 clusters Score -1.129798e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 20022 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 13623 members 
Mstep: Class 6 contains 10165 members 
Mstep: Class 7 contains 9801 members 
Mstep: Class 8 contains 6415 members 
Mstep: Class 9 contains 29897 members 
Mstep: Class 10 contains 54676 members 
Mstep: Class 11 contains 9564 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 17022 members 
Mstep: Class 14 contains 18139 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 97096 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 13107 members 
Mstep: Class 20 contains 33279 members 
Mstep: Class 21 contains 11270 members 
Mstep: Class 22 contains 413951 members 
Mstep: Class 23 contains 16859 members 
Mstep: Class 24 contains 400150 members 
Mstep: Class 25 contains 1977 members 
Mstep: Class 26 contains 6051 members 
Mstep: Class 27 contains 21680 members 
Mstep: Class 28 contains 27044 members 
Mstep: Class 29 contains 3206 members 
Mstep: Class 30 contains 14017 members 
Mstep: Class 31 contains 8009 members 
Mstep: Class 32 contains 8115 members 
Mstep: Class 33 contains 8167 members 
Mstep: Class 34 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112979952.000000 Penalty: 118901.742188
Iteration 49Q: 35 clusters Score -1.1298e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9571 members 
Mstep: Class 3 contains 19869 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 10107 members 
Mstep: Class 7 contains 9792 members 
Mstep: Class 8 contains 6473 members 
Mstep: Class 9 contains 29866 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 16821 members 
Mstep: Class 14 contains 18081 members 
Mstep: Class 15 contains 12886 members 
Mstep: Class 16 contains 12069 members 
Mstep: Class 17 contains 97084 members 
Mstep: Class 18 contains 6271 members 
Mstep: Class 19 contains 13083 members 
Mstep: Class 20 contains 32717 members 
Mstep: Class 21 contains 11133 members 
Mstep: Class 22 contains 413936 members 
Mstep: Class 23 contains 16808 members 
Mstep: Class 24 contains 400357 members 
Mstep: Class 25 contains 1985 members 
Mstep: Class 26 contains 6082 members 
Mstep: Class 27 contains 21702 members 
Mstep: Class 28 contains 27015 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 14264 members 
Mstep: Class 31 contains 8052 members 
Mstep: Class 32 contains 8263 members 
Mstep: Class 33 contains 8311 members 
Mstep: Class 34 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112980664.000000 Penalty: 118901.742188
Iteration 50Q: 35 clusters Score -1.129807e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 9581 members 
Mstep: Class 3 contains 19724 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 13730 members 
Mstep: Class 6 contains 10054 members 
Mstep: Class 7 contains 9814 members 
Mstep: Class 8 contains 6529 members 
Mstep: Class 9 contains 29840 members 
Mstep: Class 10 contains 54469 members 
Mstep: Class 11 contains 9675 members 
Mstep: Class 12 contains 2453 members 
Mstep: Class 13 contains 16581 members 
Mstep: Class 14 contains 18043 members 
Mstep: Class 15 contains 12931 members 
Mstep: Class 16 contains 12276 members 
Mstep: Class 17 contains 97078 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 32172 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 413971 members 
Mstep: Class 23 contains 16764 members 
Mstep: Class 24 contains 400583 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 21710 members 
Mstep: Class 28 contains 26981 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 14500 members 
Mstep: Class 31 contains 8083 members 
Mstep: Class 32 contains 8400 members 
Mstep: Class 33 contains 8457 members 
Mstep: Class 34 contains 1916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112981264.000000 Penalty: 118901.742188
Iteration 51Q: 35 clusters Score -1.129813e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 9580 members 
Mstep: Class 3 contains 19605 members 
Mstep: Class 4 contains 4969 members 
Mstep: Class 5 contains 13793 members 
Mstep: Class 6 contains 10023 members 
Mstep: Class 7 contains 9832 members 
Mstep: Class 8 contains 6560 members 
Mstep: Class 9 contains 29802 members 
Mstep: Class 10 contains 54343 members 
Mstep: Class 11 contains 9737 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 16350 members 
Mstep: Class 14 contains 17991 members 
Mstep: Class 15 contains 12977 members 
Mstep: Class 16 contains 12520 members 
Mstep: Class 17 contains 97059 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 13045 members 
Mstep: Class 20 contains 31673 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 413991 members 
Mstep: Class 23 contains 16726 members 
Mstep: Class 24 contains 400811 members 
Mstep: Class 25 contains 2001 members 
Mstep: Class 26 contains 6146 members 
Mstep: Class 27 contains 21694 members 
Mstep: Class 28 contains 26960 members 
Mstep: Class 29 contains 3204 members 
Mstep: Class 30 contains 14723 members 
Mstep: Class 31 contains 8124 members 
Mstep: Class 32 contains 8530 members 
Mstep: Class 33 contains 8588 members 
Mstep: Class 34 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112982016.000000 Penalty: 118901.742188
Iteration 52Q: 35 clusters Score -1.12982e+08 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9569 members 
Mstep: Class 3 contains 19496 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 13838 members 
Mstep: Class 6 contains 9995 members 
Mstep: Class 7 contains 9856 members 
Mstep: Class 8 contains 6594 members 
Mstep: Class 9 contains 29773 members 
Mstep: Class 10 contains 54236 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 2499 members 
Mstep: Class 13 contains 16126 members 
Mstep: Class 14 contains 17957 members 
Mstep: Class 15 contains 13028 members 
Mstep: Class 16 contains 12762 members 
Mstep: Class 17 contains 97038 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 13026 members 
Mstep: Class 20 contains 31217 members 
Mstep: Class 21 contains 10632 members 
Mstep: Class 22 contains 414016 members 
Mstep: Class 23 contains 16685 members 
Mstep: Class 24 contains 401032 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 6178 members 
Mstep: Class 27 contains 21651 members 
Mstep: Class 28 contains 26946 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 14955 members 
Mstep: Class 31 contains 8140 members 
Mstep: Class 32 contains 8648 members 
Mstep: Class 33 contains 8691 members 
Mstep: Class 34 contains 1944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983096.000000 Penalty: 118901.742188
Iteration 53Q: 35 clusters Score -1.129831e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 19385 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 13865 members 
Mstep: Class 6 contains 9977 members 
Mstep: Class 7 contains 9872 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 29756 members 
Mstep: Class 10 contains 54132 members 
Mstep: Class 11 contains 9825 members 
Mstep: Class 12 contains 2519 members 
Mstep: Class 13 contains 15949 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 13069 members 
Mstep: Class 16 contains 12975 members 
Mstep: Class 17 contains 97034 members 
Mstep: Class 18 contains 6410 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 30736 members 
Mstep: Class 21 contains 10516 members 
Mstep: Class 22 contains 414079 members 
Mstep: Class 23 contains 16658 members 
Mstep: Class 24 contains 401208 members 
Mstep: Class 25 contains 2015 members 
Mstep: Class 26 contains 6214 members 
Mstep: Class 27 contains 21628 members 
Mstep: Class 28 contains 26936 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 15165 members 
Mstep: Class 31 contains 8155 members 
Mstep: Class 32 contains 8753 members 
Mstep: Class 33 contains 8795 members 
Mstep: Class 34 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983704.000000 Penalty: 118901.742188
Iteration 54Q: 35 clusters Score -1.129837e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 19270 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 13894 members 
Mstep: Class 6 contains 9968 members 
Mstep: Class 7 contains 9857 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 29741 members 
Mstep: Class 10 contains 54035 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 2544 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 17899 members 
Mstep: Class 15 contains 13117 members 
Mstep: Class 16 contains 13175 members 
Mstep: Class 17 contains 97023 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 30310 members 
Mstep: Class 21 contains 10399 members 
Mstep: Class 22 contains 414114 members 
Mstep: Class 23 contains 16624 members 
Mstep: Class 24 contains 401359 members 
Mstep: Class 25 contains 2015 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 21615 members 
Mstep: Class 28 contains 26934 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 15384 members 
Mstep: Class 31 contains 8166 members 
Mstep: Class 32 contains 8873 members 
Mstep: Class 33 contains 8894 members 
Mstep: Class 34 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983848.000000 Penalty: 118901.742188
Iteration 55Q: 35 clusters Score -1.129838e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9547 members 
Mstep: Class 3 contains 19163 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 13918 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 9831 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 29742 members 
Mstep: Class 10 contains 53971 members 
Mstep: Class 11 contains 9888 members 
Mstep: Class 12 contains 2563 members 
Mstep: Class 13 contains 15641 members 
Mstep: Class 14 contains 17869 members 
Mstep: Class 15 contains 13170 members 
Mstep: Class 16 contains 13304 members 
Mstep: Class 17 contains 97015 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 29961 members 
Mstep: Class 21 contains 10312 members 
Mstep: Class 22 contains 414122 members 
Mstep: Class 23 contains 16601 members 
Mstep: Class 24 contains 401431 members 
Mstep: Class 25 contains 2016 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 21635 members 
Mstep: Class 28 contains 26914 members 
Mstep: Class 29 contains 3205 members 
Mstep: Class 30 contains 15593 members 
Mstep: Class 31 contains 8164 members 
Mstep: Class 32 contains 8983 members 
Mstep: Class 33 contains 8987 members 
Mstep: Class 34 contains 1971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112983968.000000 Penalty: 118901.742188
Iteration 56Q: 35 clusters Score -1.12984e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9553 members 
Mstep: Class 3 contains 19059 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 13924 members 
Mstep: Class 6 contains 9955 members 
Mstep: Class 7 contains 9807 members 
Mstep: Class 8 contains 6734 members 
Mstep: Class 9 contains 29736 members 
Mstep: Class 10 contains 53917 members 
Mstep: Class 11 contains 9918 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 15557 members 
Mstep: Class 14 contains 17831 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 13410 members 
Mstep: Class 17 contains 97001 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 12999 members 
Mstep: Class 20 contains 29633 members 
Mstep: Class 21 contains 10242 members 
Mstep: Class 22 contains 414149 members 
Mstep: Class 23 contains 16575 members 
Mstep: Class 24 contains 401470 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 6328 members 
Mstep: Class 27 contains 21651 members 
Mstep: Class 28 contains 26906 members 
Mstep: Class 29 contains 3202 members 
Mstep: Class 30 contains 15785 members 
Mstep: Class 31 contains 8160 members 
Mstep: Class 32 contains 9090 members 
Mstep: Class 33 contains 9067 members 
Mstep: Class 34 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112984704.000000 Penalty: 118901.742188
Iteration 57Q: 35 clusters Score -1.129847e+08 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9551 members 
Mstep: Class 3 contains 18958 members 
Mstep: Class 4 contains 4727 members 
Mstep: Class 5 contains 13931 members 
Mstep: Class 6 contains 9948 members 
Mstep: Class 7 contains 9778 members 
Mstep: Class 8 contains 6765 members 
Mstep: Class 9 contains 29724 members 
Mstep: Class 10 contains 53874 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 15482 members 
Mstep: Class 14 contains 17801 members 
Mstep: Class 15 contains 13268 members 
Mstep: Class 16 contains 13501 members 
Mstep: Class 17 contains 96975 members 
Mstep: Class 18 contains 6450 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 29345 members 
Mstep: Class 21 contains 10184 members 
Mstep: Class 22 contains 414176 members 
Mstep: Class 23 contains 16562 members 
Mstep: Class 24 contains 401469 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 6337 members 
Mstep: Class 27 contains 21666 members 
Mstep: Class 28 contains 26902 members 
Mstep: Class 29 contains 3201 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 8183 members 
Mstep: Class 32 contains 9191 members 
Mstep: Class 33 contains 9142 members 
Mstep: Class 34 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112984920.000000 Penalty: 118901.742188
Iteration 58Q: 35 clusters Score -1.129849e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9549 members 
Mstep: Class 3 contains 18874 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 13933 members 
Mstep: Class 6 contains 9937 members 
Mstep: Class 7 contains 9741 members 
Mstep: Class 8 contains 6796 members 
Mstep: Class 9 contains 29722 members 
Mstep: Class 10 contains 53839 members 
Mstep: Class 11 contains 9972 members 
Mstep: Class 12 contains 2623 members 
Mstep: Class 13 contains 15425 members 
Mstep: Class 14 contains 17780 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 13586 members 
Mstep: Class 17 contains 96957 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 12996 members 
Mstep: Class 20 contains 29094 members 
Mstep: Class 21 contains 10146 members 
Mstep: Class 22 contains 414199 members 
Mstep: Class 23 contains 16552 members 
Mstep: Class 24 contains 401422 members 
Mstep: Class 25 contains 2026 members 
Mstep: Class 26 contains 6346 members 
Mstep: Class 27 contains 21673 members 
Mstep: Class 28 contains 26892 members 
Mstep: Class 29 contains 3197 members 
Mstep: Class 30 contains 16143 members 
Mstep: Class 31 contains 8191 members 
Mstep: Class 32 contains 9286 members 
Mstep: Class 33 contains 9222 members 
Mstep: Class 34 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985040.000000 Penalty: 118901.742188
Iteration 59Q: 35 clusters Score -1.12985e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 9546 members 
Mstep: Class 3 contains 18799 members 
Mstep: Class 4 contains 4676 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 9702 members 
Mstep: Class 8 contains 6830 members 
Mstep: Class 9 contains 29727 members 
Mstep: Class 10 contains 53811 members 
Mstep: Class 11 contains 9994 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 15398 members 
Mstep: Class 14 contains 17761 members 
Mstep: Class 15 contains 13341 members 
Mstep: Class 16 contains 13655 members 
Mstep: Class 17 contains 96938 members 
Mstep: Class 18 contains 6458 members 
Mstep: Class 19 contains 12995 members 
Mstep: Class 20 contains 28859 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 414223 members 
Mstep: Class 23 contains 16539 members 
Mstep: Class 24 contains 401367 members 
Mstep: Class 25 contains 2031 members 
Mstep: Class 26 contains 6361 members 
Mstep: Class 27 contains 21683 members 
Mstep: Class 28 contains 26890 members 
Mstep: Class 29 contains 3195 members 
Mstep: Class 30 contains 16274 members 
Mstep: Class 31 contains 8188 members 
Mstep: Class 32 contains 9378 members 
Mstep: Class 33 contains 9311 members 
Mstep: Class 34 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985800.000000 Penalty: 118901.742188
Iteration 60F: 35 clusters Score -1.129858e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 18703 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 13965 members 
Mstep: Class 6 contains 9928 members 
Mstep: Class 7 contains 9667 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 29721 members 
Mstep: Class 10 contains 53793 members 
Mstep: Class 11 contains 10013 members 
Mstep: Class 12 contains 2663 members 
Mstep: Class 13 contains 15438 members 
Mstep: Class 14 contains 17743 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 16 contains 13784 members 
Mstep: Class 17 contains 96909 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 12987 members 
Mstep: Class 20 contains 28601 members 
Mstep: Class 21 contains 9933 members 
Mstep: Class 22 contains 414232 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 401341 members 
Mstep: Class 25 contains 2036 members 
Mstep: Class 26 contains 6348 members 
Mstep: Class 27 contains 21714 members 
Mstep: Class 28 contains 26879 members 
Mstep: Class 29 contains 3193 members 
Mstep: Class 30 contains 16383 members 
Mstep: Class 31 contains 8231 members 
Mstep: Class 32 contains 9455 members 
Mstep: Class 33 contains 9405 members 
Mstep: Class 34 contains 1993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112985928.000000 Penalty: 118901.742188
Iteration 61Q: 35 clusters Score -1.129859e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 18613 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 13985 members 
Mstep: Class 6 contains 9927 members 
Mstep: Class 7 contains 9638 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 29713 members 
Mstep: Class 10 contains 53766 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 15460 members 
Mstep: Class 14 contains 17720 members 
Mstep: Class 15 contains 13393 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 96896 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 28369 members 
Mstep: Class 21 contains 9799 members 
Mstep: Class 22 contains 414246 members 
Mstep: Class 23 contains 16523 members 
Mstep: Class 24 contains 401295 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 6357 members 
Mstep: Class 27 contains 21757 members 
Mstep: Class 28 contains 26857 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 16482 members 
Mstep: Class 31 contains 8272 members 
Mstep: Class 32 contains 9548 members 
Mstep: Class 33 contains 9486 members 
Mstep: Class 34 contains 1999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986152.000000 Penalty: 118901.742188
Iteration 62Q: 35 clusters Score -1.129862e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 18551 members 
Mstep: Class 4 contains 4629 members 
Mstep: Class 5 contains 13994 members 
Mstep: Class 6 contains 9925 members 
Mstep: Class 7 contains 9601 members 
Mstep: Class 8 contains 6904 members 
Mstep: Class 9 contains 29712 members 
Mstep: Class 10 contains 53750 members 
Mstep: Class 11 contains 10049 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 15470 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 15 contains 13409 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 96898 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 12974 members 
Mstep: Class 20 contains 28125 members 
Mstep: Class 21 contains 9706 members 
Mstep: Class 22 contains 414276 members 
Mstep: Class 23 contains 16518 members 
Mstep: Class 24 contains 401263 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 6364 members 
Mstep: Class 27 contains 21793 members 
Mstep: Class 28 contains 26838 members 
Mstep: Class 29 contains 3193 members 
Mstep: Class 30 contains 16565 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 9604 members 
Mstep: Class 33 contains 9587 members 
Mstep: Class 34 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986416.000000 Penalty: 118901.742188
Iteration 63Q: 35 clusters Score -1.129864e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 4609 members 
Mstep: Class 5 contains 14008 members 
Mstep: Class 6 contains 9920 members 
Mstep: Class 7 contains 9568 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 29715 members 
Mstep: Class 10 contains 53747 members 
Mstep: Class 11 contains 10066 members 
Mstep: Class 12 contains 2742 members 
Mstep: Class 13 contains 15467 members 
Mstep: Class 14 contains 17690 members 
Mstep: Class 15 contains 13426 members 
Mstep: Class 16 contains 13980 members 
Mstep: Class 17 contains 96912 members 
Mstep: Class 18 contains 6464 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 27897 members 
Mstep: Class 21 contains 9637 members 
Mstep: Class 22 contains 414288 members 
Mstep: Class 23 contains 16516 members 
Mstep: Class 24 contains 401258 members 
Mstep: Class 25 contains 2044 members 
Mstep: Class 26 contains 6373 members 
Mstep: Class 27 contains 21813 members 
Mstep: Class 28 contains 26811 members 
Mstep: Class 29 contains 3192 members 
Mstep: Class 30 contains 16636 members 
Mstep: Class 31 contains 8325 members 
Mstep: Class 32 contains 9655 members 
Mstep: Class 33 contains 9673 members 
Mstep: Class 34 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986480.000000 Penalty: 118901.742188
Iteration 64Q: 35 clusters Score -1.129865e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9542 members 
Mstep: Class 3 contains 18441 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 9914 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 29720 members 
Mstep: Class 10 contains 53743 members 
Mstep: Class 11 contains 10085 members 
Mstep: Class 12 contains 2762 members 
Mstep: Class 13 contains 15478 members 
Mstep: Class 14 contains 17677 members 
Mstep: Class 15 contains 13443 members 
Mstep: Class 16 contains 14023 members 
Mstep: Class 17 contains 96924 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 27683 members 
Mstep: Class 21 contains 9587 members 
Mstep: Class 22 contains 414306 members 
Mstep: Class 23 contains 16504 members 
Mstep: Class 24 contains 401214 members 
Mstep: Class 25 contains 2046 members 
Mstep: Class 26 contains 6394 members 
Mstep: Class 27 contains 21823 members 
Mstep: Class 28 contains 26801 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 16710 members 
Mstep: Class 31 contains 8351 members 
Mstep: Class 32 contains 9692 members 
Mstep: Class 33 contains 9742 members 
Mstep: Class 34 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986560.000000 Penalty: 118901.742188
Iteration 65Q: 35 clusters Score -1.129866e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 9543 members 
Mstep: Class 3 contains 18394 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 9904 members 
Mstep: Class 7 contains 9468 members 
Mstep: Class 8 contains 6985 members 
Mstep: Class 9 contains 29721 members 
Mstep: Class 10 contains 53742 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 15500 members 
Mstep: Class 14 contains 17669 members 
Mstep: Class 15 contains 13459 members 
Mstep: Class 16 contains 14059 members 
Mstep: Class 17 contains 96949 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 27485 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 414314 members 
Mstep: Class 23 contains 16496 members 
Mstep: Class 24 contains 401192 members 
Mstep: Class 25 contains 2051 members 
Mstep: Class 26 contains 6423 members 
Mstep: Class 27 contains 21842 members 
Mstep: Class 28 contains 26781 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 16767 members 
Mstep: Class 31 contains 8368 members 
Mstep: Class 32 contains 9733 members 
Mstep: Class 33 contains 9805 members 
Mstep: Class 34 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986656.000000 Penalty: 118901.742188
Iteration 66Q: 35 clusters Score -1.129867e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 18354 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 9435 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 29717 members 
Mstep: Class 10 contains 53738 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 2793 members 
Mstep: Class 13 contains 15519 members 
Mstep: Class 14 contains 17666 members 
Mstep: Class 15 contains 13469 members 
Mstep: Class 16 contains 14095 members 
Mstep: Class 17 contains 96971 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 27325 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 414328 members 
Mstep: Class 23 contains 16493 members 
Mstep: Class 24 contains 401143 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 21854 members 
Mstep: Class 28 contains 26765 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 16816 members 
Mstep: Class 31 contains 8388 members 
Mstep: Class 32 contains 9781 members 
Mstep: Class 33 contains 9858 members 
Mstep: Class 34 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986352.000000 Penalty: 118901.742188
Iteration 67Q: 35 clusters Score -1.129864e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 18323 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 14066 members 
Mstep: Class 6 contains 9875 members 
Mstep: Class 7 contains 9404 members 
Mstep: Class 8 contains 7022 members 
Mstep: Class 9 contains 29691 members 
Mstep: Class 10 contains 53739 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 15541 members 
Mstep: Class 14 contains 17654 members 
Mstep: Class 15 contains 13478 members 
Mstep: Class 16 contains 14135 members 
Mstep: Class 17 contains 96989 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 12967 members 
Mstep: Class 20 contains 27139 members 
Mstep: Class 21 contains 9421 members 
Mstep: Class 22 contains 414343 members 
Mstep: Class 23 contains 16493 members 
Mstep: Class 24 contains 401136 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 6484 members 
Mstep: Class 27 contains 21856 members 
Mstep: Class 28 contains 26748 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 16853 members 
Mstep: Class 31 contains 8394 members 
Mstep: Class 32 contains 9828 members 
Mstep: Class 33 contains 9912 members 
Mstep: Class 34 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986488.000000 Penalty: 118901.742188
Iteration 68Q: 35 clusters Score -1.129865e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 9543 members 
Mstep: Class 3 contains 18285 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 14072 members 
Mstep: Class 6 contains 9868 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 7053 members 
Mstep: Class 9 contains 29657 members 
Mstep: Class 10 contains 53737 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 15552 members 
Mstep: Class 14 contains 17653 members 
Mstep: Class 15 contains 13488 members 
Mstep: Class 16 contains 14182 members 
Mstep: Class 17 contains 96984 members 
Mstep: Class 18 contains 6458 members 
Mstep: Class 19 contains 12961 members 
Mstep: Class 20 contains 26974 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 414339 members 
Mstep: Class 23 contains 16489 members 
Mstep: Class 24 contains 401119 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 6509 members 
Mstep: Class 27 contains 21852 members 
Mstep: Class 28 contains 26742 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 16899 members 
Mstep: Class 31 contains 8408 members 
Mstep: Class 32 contains 9872 members 
Mstep: Class 33 contains 9981 members 
Mstep: Class 34 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986504.000000 Penalty: 118901.742188
Iteration 69Q: 35 clusters Score -1.129865e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9540 members 
Mstep: Class 3 contains 18251 members 
Mstep: Class 4 contains 4475 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 9348 members 
Mstep: Class 8 contains 7068 members 
Mstep: Class 9 contains 29619 members 
Mstep: Class 10 contains 53737 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 15563 members 
Mstep: Class 14 contains 17644 members 
Mstep: Class 15 contains 13502 members 
Mstep: Class 16 contains 14223 members 
Mstep: Class 17 contains 97001 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 12959 members 
Mstep: Class 20 contains 26838 members 
Mstep: Class 21 contains 9349 members 
Mstep: Class 22 contains 414341 members 
Mstep: Class 23 contains 16486 members 
Mstep: Class 24 contains 401122 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 6537 members 
Mstep: Class 27 contains 21860 members 
Mstep: Class 28 contains 26730 members 
Mstep: Class 29 contains 3191 members 
Mstep: Class 30 contains 16937 members 
Mstep: Class 31 contains 8403 members 
Mstep: Class 32 contains 9904 members 
Mstep: Class 33 contains 10020 members 
Mstep: Class 34 contains 2027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986560.000000 Penalty: 118901.742188
Iteration 70Q: 35 clusters Score -1.129866e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 9533 members 
Mstep: Class 3 contains 18212 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 14097 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9325 members 
Mstep: Class 8 contains 7081 members 
Mstep: Class 9 contains 29591 members 
Mstep: Class 10 contains 53728 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 15577 members 
Mstep: Class 14 contains 17632 members 
Mstep: Class 15 contains 13515 members 
Mstep: Class 16 contains 14284 members 
Mstep: Class 17 contains 97011 members 
Mstep: Class 18 contains 6463 members 
Mstep: Class 19 contains 12958 members 
Mstep: Class 20 contains 26716 members 
Mstep: Class 21 contains 9310 members 
Mstep: Class 22 contains 414322 members 
Mstep: Class 23 contains 16485 members 
Mstep: Class 24 contains 401110 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 21874 members 
Mstep: Class 28 contains 26723 members 
Mstep: Class 29 contains 3190 members 
Mstep: Class 30 contains 16985 members 
Mstep: Class 31 contains 8390 members 
Mstep: Class 32 contains 9934 members 
Mstep: Class 33 contains 10062 members 
Mstep: Class 34 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986880.000000 Penalty: 118901.742188
Iteration 71Q: 35 clusters Score -1.129869e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 18178 members 
Mstep: Class 4 contains 4376 members 
Mstep: Class 5 contains 14108 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9306 members 
Mstep: Class 8 contains 7102 members 
Mstep: Class 9 contains 29564 members 
Mstep: Class 10 contains 53720 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 15584 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 15 contains 13536 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 97019 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 12961 members 
Mstep: Class 20 contains 26588 members 
Mstep: Class 21 contains 9266 members 
Mstep: Class 22 contains 414313 members 
Mstep: Class 23 contains 16482 members 
Mstep: Class 24 contains 401104 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 6616 members 
Mstep: Class 27 contains 21891 members 
Mstep: Class 28 contains 26705 members 
Mstep: Class 29 contains 3190 members 
Mstep: Class 30 contains 17019 members 
Mstep: Class 31 contains 8381 members 
Mstep: Class 32 contains 9969 members 
Mstep: Class 33 contains 10095 members 
Mstep: Class 34 contains 2030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112986912.000000 Penalty: 118901.742188
Iteration 72Q: 35 clusters Score -1.129869e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 18151 members 
Mstep: Class 4 contains 4275 members 
Mstep: Class 5 contains 14121 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 9291 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 29549 members 
Mstep: Class 10 contains 53702 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 15587 members 
Mstep: Class 14 contains 17614 members 
Mstep: Class 15 contains 13547 members 
Mstep: Class 16 contains 14512 members 
Mstep: Class 17 contains 97021 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 12960 members 
Mstep: Class 20 contains 26449 members 
Mstep: Class 21 contains 9229 members 
Mstep: Class 22 contains 414312 members 
Mstep: Class 23 contains 16480 members 
Mstep: Class 24 contains 401093 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 6644 members 
Mstep: Class 27 contains 21909 members 
Mstep: Class 28 contains 26698 members 
Mstep: Class 29 contains 3190 members 
Mstep: Class 30 contains 17051 members 
Mstep: Class 31 contains 8381 members 
Mstep: Class 32 contains 10004 members 
Mstep: Class 33 contains 10142 members 
Mstep: Class 34 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987080.000000 Penalty: 118901.742188
Iteration 73Q: 35 clusters Score -1.129871e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9523 members 
Mstep: Class 3 contains 18121 members 
Mstep: Class 4 contains 4146 members 
Mstep: Class 5 contains 14130 members 
Mstep: Class 6 contains 9870 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 9 contains 29517 members 
Mstep: Class 10 contains 53684 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 15593 members 
Mstep: Class 14 contains 17597 members 
Mstep: Class 15 contains 13563 members 
Mstep: Class 16 contains 14678 members 
Mstep: Class 17 contains 97033 members 
Mstep: Class 18 contains 6471 members 
Mstep: Class 19 contains 12965 members 
Mstep: Class 20 contains 26318 members 
Mstep: Class 21 contains 9193 members 
Mstep: Class 22 contains 414332 members 
Mstep: Class 23 contains 16473 members 
Mstep: Class 24 contains 401087 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 6660 members 
Mstep: Class 27 contains 21921 members 
Mstep: Class 28 contains 26686 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 17082 members 
Mstep: Class 31 contains 8387 members 
Mstep: Class 32 contains 10037 members 
Mstep: Class 33 contains 10184 members 
Mstep: Class 34 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987392.000000 Penalty: 118901.742188
Iteration 74Q: 35 clusters Score -1.129874e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 18103 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 14138 members 
Mstep: Class 6 contains 9869 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 29474 members 
Mstep: Class 10 contains 53672 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 15594 members 
Mstep: Class 14 contains 17584 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 14767 members 
Mstep: Class 17 contains 97042 members 
Mstep: Class 18 contains 6471 members 
Mstep: Class 19 contains 12964 members 
Mstep: Class 20 contains 26197 members 
Mstep: Class 21 contains 9176 members 
Mstep: Class 22 contains 414347 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 401080 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 21925 members 
Mstep: Class 28 contains 26672 members 
Mstep: Class 29 contains 3188 members 
Mstep: Class 30 contains 17106 members 
Mstep: Class 31 contains 8389 members 
Mstep: Class 32 contains 10073 members 
Mstep: Class 33 contains 10221 members 
Mstep: Class 34 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987320.000000 Penalty: 118901.742188
Iteration 75Q: 35 clusters Score -1.129873e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 18074 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 14144 members 
Mstep: Class 6 contains 9867 members 
Mstep: Class 7 contains 9249 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 29447 members 
Mstep: Class 10 contains 53662 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 15594 members 
Mstep: Class 14 contains 17579 members 
Mstep: Class 15 contains 13582 members 
Mstep: Class 16 contains 14825 members 
Mstep: Class 17 contains 97066 members 
Mstep: Class 18 contains 6473 members 
Mstep: Class 19 contains 12965 members 
Mstep: Class 20 contains 26052 members 
Mstep: Class 21 contains 9166 members 
Mstep: Class 22 contains 414356 members 
Mstep: Class 23 contains 16462 members 
Mstep: Class 24 contains 401081 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 6703 members 
Mstep: Class 27 contains 21930 members 
Mstep: Class 28 contains 26661 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 17124 members 
Mstep: Class 31 contains 8384 members 
Mstep: Class 32 contains 10109 members 
Mstep: Class 33 contains 10264 members 
Mstep: Class 34 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987536.000000 Penalty: 118901.742188
Iteration 76Q: 35 clusters Score -1.129875e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9513 members 
Mstep: Class 3 contains 18046 members 
Mstep: Class 4 contains 4029 members 
Mstep: Class 5 contains 14149 members 
Mstep: Class 6 contains 9866 members 
Mstep: Class 7 contains 9237 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 29424 members 
Mstep: Class 10 contains 53652 members 
Mstep: Class 11 contains 10133 members 
Mstep: Class 12 contains 2902 members 
Mstep: Class 13 contains 15604 members 
Mstep: Class 14 contains 17578 members 
Mstep: Class 15 contains 13591 members 
Mstep: Class 16 contains 14850 members 
Mstep: Class 17 contains 97084 members 
Mstep: Class 18 contains 6470 members 
Mstep: Class 19 contains 12965 members 
Mstep: Class 20 contains 25934 members 
Mstep: Class 21 contains 9153 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 401081 members 
Mstep: Class 25 contains 2077 members 
Mstep: Class 26 contains 6706 members 
Mstep: Class 27 contains 21952 members 
Mstep: Class 28 contains 26648 members 
Mstep: Class 29 contains 3187 members 
Mstep: Class 30 contains 17142 members 
Mstep: Class 31 contains 8385 members 
Mstep: Class 32 contains 10150 members 
Mstep: Class 33 contains 10303 members 
Mstep: Class 34 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987632.000000 Penalty: 118901.742188
Iteration 77Q: 35 clusters Score -1.129876e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9508 members 
Mstep: Class 3 contains 18023 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 14158 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 9225 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 29405 members 
Mstep: Class 10 contains 53647 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 2908 members 
Mstep: Class 13 contains 15618 members 
Mstep: Class 14 contains 17573 members 
Mstep: Class 15 contains 13602 members 
Mstep: Class 16 contains 14864 members 
Mstep: Class 17 contains 97090 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 12964 members 
Mstep: Class 20 contains 25830 members 
Mstep: Class 21 contains 9136 members 
Mstep: Class 22 contains 414347 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 401063 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 6726 members 
Mstep: Class 27 contains 21972 members 
Mstep: Class 28 contains 26632 members 
Mstep: Class 29 contains 3188 members 
Mstep: Class 30 contains 17154 members 
Mstep: Class 31 contains 8384 members 
Mstep: Class 32 contains 10187 members 
Mstep: Class 33 contains 10356 members 
Mstep: Class 34 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112987688.000000 Penalty: 118901.742188
Iteration 78Q: 35 clusters Score -1.129877e+08 nChanged 572
Entering ConstructFrom: 
Score: -112987688.000000 Penalty: 118901.742188
Entering ConstructFrom: 
Trying to split cluster 1 (9001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Entering Unmasked Estep 
Score: -770101.500000 Penalty: 2258.062500
	Iteration 0F: 2 clusters Score -770101.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -763052.375000 Penalty: 4516.125000
	Iteration 0F: 3 clusters Score -763052.4 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -765030.375000 Penalty: 4516.125000
	Iteration 1F: 3 clusters Score -765030.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -765324.187500 Penalty: 4516.125000
	Iteration 2F: 3 clusters Score -765324.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -765556.875000 Penalty: 4516.125000
	Iteration 3F: 3 clusters Score -765556.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -765754.437500 Penalty: 4516.125000
	Iteration 4Q: 3 clusters Score -765754.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -765906.250000 Penalty: 4516.125000
	Iteration 5Q: 3 clusters Score -765906.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -766033.062500 Penalty: 4516.125000
	Iteration 6Q: 3 clusters Score -766033.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -766179.937500 Penalty: 4516.125000
	Iteration 7Q: 3 clusters Score -766179.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -766345.187500 Penalty: 4516.125000
	Iteration 8Q: 3 clusters Score -766345.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -766518.500000 Penalty: 4516.125000
	Iteration 9Q: 3 clusters Score -766518.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -766695.375000 Penalty: 4516.125000
	Iteration 10Q: 3 clusters Score -766695.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -766871.437500 Penalty: 4516.125000
	Iteration 11Q: 3 clusters Score -766871.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -767037.437500 Penalty: 4516.125000
	Iteration 12Q: 3 clusters Score -767037.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -767179.437500 Penalty: 4516.125000
	Iteration 13Q: 3 clusters Score -767179.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -767325.500000 Penalty: 4516.125000
	Iteration 14Q: 3 clusters Score -767325.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -767463.937500 Penalty: 4516.125000
	Iteration 15Q: 3 clusters Score -767463.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -767579.125000 Penalty: 4516.125000
	Iteration 16Q: 3 clusters Score -767579.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -767663.750000 Penalty: 4516.125000
	Iteration 17Q: 3 clusters Score -767663.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -767744.625000 Penalty: 4516.125000
	Iteration 18Q: 3 clusters Score -767744.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -767806.937500 Penalty: 4516.125000
	Iteration 19Q: 3 clusters Score -767806.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -767865.500000 Penalty: 4516.125000
	Iteration 20F: 3 clusters Score -767865.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -767915.312500 Penalty: 4516.125000
	Iteration 21Q: 3 clusters Score -767915.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -767963.000000 Penalty: 4516.125000
	Iteration 22Q: 3 clusters Score -767963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -767997.187500 Penalty: 4516.125000
	Iteration 23Q: 3 clusters Score -767997.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -768036.125000 Penalty: 4516.125000
	Iteration 24Q: 3 clusters Score -768036.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -768067.062500 Penalty: 4516.125000
	Iteration 25Q: 3 clusters Score -768067.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -768096.687500 Penalty: 4516.125000
	Iteration 26Q: 3 clusters Score -768096.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -768134.000000 Penalty: 4516.125000
	Iteration 27Q: 3 clusters Score -768134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -768161.000000 Penalty: 4516.125000
	Iteration 28Q: 3 clusters Score -768161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -768176.375000 Penalty: 4516.125000
	Iteration 29Q: 3 clusters Score -768176.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -768189.750000 Penalty: 4516.125000
	Iteration 30Q: 3 clusters Score -768189.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -768205.437500 Penalty: 4516.125000
	Iteration 31Q: 3 clusters Score -768205.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -768219.812500 Penalty: 4516.125000
	Iteration 32Q: 3 clusters Score -768219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -768229.250000 Penalty: 4516.125000
	Iteration 33Q: 3 clusters Score -768229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -768237.250000 Penalty: 4516.125000
	Iteration 34Q: 3 clusters Score -768237.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -768248.562500 Penalty: 4516.125000
	Iteration 35Q: 3 clusters Score -768248.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -768251.500000 Penalty: 4516.125000
	Iteration 36Q: 3 clusters Score -768251.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -768257.000000 Penalty: 4516.125000
	Iteration 37Q: 3 clusters Score -768257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -768262.062500 Penalty: 4516.125000
	Iteration 38Q: 3 clusters Score -768262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -768268.250000 Penalty: 4516.125000
	Iteration 39Q: 3 clusters Score -768268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -768268.875000 Penalty: 4516.125000
	Iteration 40F: 3 clusters Score -768268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -768271.062500 Penalty: 4516.125000
	Iteration 41Q: 3 clusters Score -768271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -768276.937500 Penalty: 4516.125000
	Iteration 42Q: 3 clusters Score -768276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -768281.562500 Penalty: 4516.125000
	Iteration 43Q: 3 clusters Score -768281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -768285.250000 Penalty: 4516.125000
	Iteration 44Q: 3 clusters Score -768285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -768287.125000 Penalty: 4516.125000
	Iteration 45Q: 3 clusters Score -768287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -768288.500000 Penalty: 4516.125000
	Iteration 46Q: 3 clusters Score -768288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -768288.125000 Penalty: 4516.125000
	Iteration 47Q: 3 clusters Score -768288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -768291.062500 Penalty: 4516.125000
	Iteration 48Q: 3 clusters Score -768291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -768293.250000 Penalty: 4516.125000
	Iteration 49Q: 3 clusters Score -768293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -768299.000000 Penalty: 4516.125000
	Iteration 50Q: 3 clusters Score -768299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -768302.562500 Penalty: 4516.125000
	Iteration 51Q: 3 clusters Score -768302.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -768309.500000 Penalty: 4516.125000
	Iteration 52Q: 3 clusters Score -768309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -768317.312500 Penalty: 4516.125000
	Iteration 53Q: 3 clusters Score -768317.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -768323.000000 Penalty: 4516.125000
	Iteration 54Q: 3 clusters Score -768323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -768326.375000 Penalty: 4516.125000
	Iteration 55Q: 3 clusters Score -768326.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -768330.187500 Penalty: 4516.125000
	Iteration 56Q: 3 clusters Score -768330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -768331.312500 Penalty: 4516.125000
	Iteration 57Q: 3 clusters Score -768331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -768333.875000 Penalty: 4516.125000
	Iteration 58Q: 3 clusters Score -768333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -768336.750000 Penalty: 4516.125000
	Iteration 59Q: 3 clusters Score -768336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -768337.000000 Penalty: 4516.125000
	Iteration 60F: 3 clusters Score -768337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -768339.500000 Penalty: 4516.125000
	Iteration 61Q: 3 clusters Score -768339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -768339.937500 Penalty: 4516.125000
	Iteration 62Q: 3 clusters Score -768339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -768341.375000 Penalty: 4516.125000
	Iteration 63Q: 3 clusters Score -768341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -768342.562500 Penalty: 4516.125000
	Iteration 64Q: 3 clusters Score -768342.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -768344.250000 Penalty: 4516.125000
	Iteration 65Q: 3 clusters Score -768344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -768344.250000 Penalty: 4516.125000
	Iteration 66F: 3 clusters Score -768344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Entering Unmasked Estep 
Score: -789883.000000 Penalty: 2271.600342
	Iteration 0F: 2 clusters Score -789883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -782528.875000 Penalty: 4543.200684
	Iteration 0F: 3 clusters Score -782528.9 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -784622.875000 Penalty: 4543.200684
	Iteration 1F: 3 clusters Score -784622.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -784946.312500 Penalty: 4543.200684
	Iteration 2F: 3 clusters Score -784946.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -785244.562500 Penalty: 4543.200684
	Iteration 3F: 3 clusters Score -785244.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -785506.000000 Penalty: 4543.200684
	Iteration 4Q: 3 clusters Score -785506 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -785806.812500 Penalty: 4543.200684
	Iteration 5Q: 3 clusters Score -785806.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -786159.250000 Penalty: 4543.200684
	Iteration 6Q: 3 clusters Score -786159.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -786586.750000 Penalty: 4543.200684
	Iteration 7F: 3 clusters Score -786586.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -787022.375000 Penalty: 4543.200684
	Iteration 8F: 3 clusters Score -787022.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -787417.875000 Penalty: 4543.200684
	Iteration 9F: 3 clusters Score -787417.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -787776.750000 Penalty: 4543.200684
	Iteration 10Q: 3 clusters Score -787776.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -788046.000000 Penalty: 4543.200684
	Iteration 11Q: 3 clusters Score -788046 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -788229.125000 Penalty: 4543.200684
	Iteration 12Q: 3 clusters Score -788229.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -788358.500000 Penalty: 4543.200684
	Iteration 13Q: 3 clusters Score -788358.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -788452.375000 Penalty: 4543.200684
	Iteration 14Q: 3 clusters Score -788452.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -788539.437500 Penalty: 4543.200684
	Iteration 15Q: 3 clusters Score -788539.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -788615.312500 Penalty: 4543.200684
	Iteration 16Q: 3 clusters Score -788615.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -788684.625000 Penalty: 4543.200684
	Iteration 17Q: 3 clusters Score -788684.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -788742.750000 Penalty: 4543.200684
	Iteration 18Q: 3 clusters Score -788742.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -788780.625000 Penalty: 4543.200684
	Iteration 19Q: 3 clusters Score -788780.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -788798.312500 Penalty: 4543.200684
	Iteration 20F: 3 clusters Score -788798.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -788812.125000 Penalty: 4543.200684
	Iteration 21Q: 3 clusters Score -788812.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -788824.562500 Penalty: 4543.200684
	Iteration 22Q: 3 clusters Score -788824.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -788838.875000 Penalty: 4543.200684
	Iteration 23Q: 3 clusters Score -788838.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -788848.687500 Penalty: 4543.200684
	Iteration 24Q: 3 clusters Score -788848.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -788861.187500 Penalty: 4543.200684
	Iteration 25Q: 3 clusters Score -788861.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -788867.375000 Penalty: 4543.200684
	Iteration 26Q: 3 clusters Score -788867.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -788876.062500 Penalty: 4543.200684
	Iteration 27Q: 3 clusters Score -788876.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -788880.937500 Penalty: 4543.200684
	Iteration 28Q: 3 clusters Score -788880.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -788886.750000 Penalty: 4543.200684
	Iteration 29Q: 3 clusters Score -788886.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -788891.500000 Penalty: 4543.200684
	Iteration 30Q: 3 clusters Score -788891.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -788893.437500 Penalty: 4543.200684
	Iteration 31Q: 3 clusters Score -788893.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -788898.437500 Penalty: 4543.200684
	Iteration 32Q: 3 clusters Score -788898.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -788903.562500 Penalty: 4543.200684
	Iteration 33Q: 3 clusters Score -788903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -788903.250000 Penalty: 4543.200684
	Iteration 34Q: 3 clusters Score -788903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -788903.937500 Penalty: 4543.200684
	Iteration 35Q: 3 clusters Score -788903.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -788907.750000 Penalty: 4543.200684
	Iteration 36Q: 3 clusters Score -788907.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -788913.187500 Penalty: 4543.200684
	Iteration 37Q: 3 clusters Score -788913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -788911.562500 Penalty: 4543.200684
	Iteration 38Q: 3 clusters Score -788911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -788914.125000 Penalty: 4543.200684
	Iteration 39Q: 3 clusters Score -788914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -788918.125000 Penalty: 4543.200684
	Iteration 40F: 3 clusters Score -788918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -788919.125000 Penalty: 4543.200684
	Iteration 41Q: 3 clusters Score -788919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -788919.375000 Penalty: 4543.200684
	Iteration 42Q: 3 clusters Score -788919.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -788920.375000 Penalty: 4543.200684
	Iteration 43Q: 3 clusters Score -788920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -788921.437500 Penalty: 4543.200684
	Iteration 44Q: 3 clusters Score -788921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -788921.500000 Penalty: 4543.200684
	Iteration 45Q: 3 clusters Score -788921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -788921.500000 Penalty: 4543.200684
	Iteration 46F: 3 clusters Score -788921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Entering Unmasked Estep 
Score: -1583241.500000 Penalty: 2429.797607
	Iteration 0F: 2 clusters Score -1583242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1570470.375000 Penalty: 4859.595215
	Iteration 0F: 3 clusters Score -1570470 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1574664.875000 Penalty: 4859.595215
	Iteration 1F: 3 clusters Score -1574665 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1575128.875000 Penalty: 4859.595215
	Iteration 2F: 3 clusters Score -1575129 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1575496.625000 Penalty: 4859.595215
	Iteration 3F: 3 clusters Score -1575497 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1575826.250000 Penalty: 4859.595215
	Iteration 4Q: 3 clusters Score -1575826 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1576135.250000 Penalty: 4859.595215
	Iteration 5Q: 3 clusters Score -1576135 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1576433.500000 Penalty: 4859.595215
	Iteration 6Q: 3 clusters Score -1576434 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1576761.625000 Penalty: 4859.595215
	Iteration 7Q: 3 clusters Score -1576762 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1577200.375000 Penalty: 4859.595215
	Iteration 8Q: 3 clusters Score -1577200 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1577762.375000 Penalty: 4859.595215
	Iteration 9Q: 3 clusters Score -1577762 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1578510.375000 Penalty: 4859.595215
	Iteration 10Q: 3 clusters Score -1578510 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1579365.375000 Penalty: 4859.595215
	Iteration 11F: 3 clusters Score -1579365 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1580161.750000 Penalty: 4859.595215
	Iteration 12F: 3 clusters Score -1580162 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1580614.875000 Penalty: 4859.595215
	Iteration 13Q: 3 clusters Score -1580615 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1580805.750000 Penalty: 4859.595215
	Iteration 14Q: 3 clusters Score -1580806 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1580890.375000 Penalty: 4859.595215
	Iteration 15Q: 3 clusters Score -1580890 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1580939.750000 Penalty: 4859.595215
	Iteration 16Q: 3 clusters Score -1580940 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1580976.500000 Penalty: 4859.595215
	Iteration 17Q: 3 clusters Score -1580976 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1580989.125000 Penalty: 4859.595215
	Iteration 18Q: 3 clusters Score -1580989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1581005.000000 Penalty: 4859.595215
	Iteration 19Q: 3 clusters Score -1581005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1581006.125000 Penalty: 4859.595215
	Iteration 20F: 3 clusters Score -1581006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1581004.500000 Penalty: 4859.595215
	Iteration 21Q: 3 clusters Score -1581004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1581009.000000 Penalty: 4859.595215
	Iteration 22Q: 3 clusters Score -1581009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1581010.375000 Penalty: 4859.595215
	Iteration 23Q: 3 clusters Score -1581010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1581011.250000 Penalty: 4859.595215
	Iteration 24Q: 3 clusters Score -1581011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1581010.625000 Penalty: 4859.595215
	Iteration 25Q: 3 clusters Score -1581011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1581017.000000 Penalty: 4859.595215
	Iteration 26Q: 3 clusters Score -1581017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1581018.750000 Penalty: 4859.595215
	Iteration 27Q: 3 clusters Score -1581019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1581022.625000 Penalty: 4859.595215
	Iteration 28Q: 3 clusters Score -1581023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1581025.000000 Penalty: 4859.595215
	Iteration 29Q: 3 clusters Score -1581025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1581022.750000 Penalty: 4859.595215
	Iteration 30Q: 3 clusters Score -1581023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1581027.250000 Penalty: 4859.595215
	Iteration 31Q: 3 clusters Score -1581027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1581028.500000 Penalty: 4859.595215
	Iteration 32Q: 3 clusters Score -1581028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1581026.750000 Penalty: 4859.595215
	Iteration 33Q: 3 clusters Score -1581027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1581028.000000 Penalty: 4859.595215
	Iteration 34Q: 3 clusters Score -1581028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1581028.000000 Penalty: 4859.595215
	Iteration 35F: 3 clusters Score -1581028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -328856.312500 Penalty: 2056.676025
	Iteration 0F: 2 clusters Score -328856.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -324990.437500 Penalty: 4113.352051
	Iteration 0F: 3 clusters Score -324990.4 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -325958.281250 Penalty: 4113.352051
	Iteration 1F: 3 clusters Score -325958.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -326244.468750 Penalty: 4113.352051
	Iteration 2F: 3 clusters Score -326244.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -326472.218750 Penalty: 4113.352051
	Iteration 3F: 3 clusters Score -326472.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -326684.906250 Penalty: 4113.352051
	Iteration 4F: 3 clusters Score -326684.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -326915.000000 Penalty: 4113.352051
	Iteration 5F: 3 clusters Score -326915 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -327131.687500 Penalty: 4113.352051
	Iteration 6F: 3 clusters Score -327131.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -327272.062500 Penalty: 4113.352051
	Iteration 7Q: 3 clusters Score -327272.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -327371.593750 Penalty: 4113.352051
	Iteration 8Q: 3 clusters Score -327371.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -327442.343750 Penalty: 4113.352051
	Iteration 9Q: 3 clusters Score -327442.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -327498.500000 Penalty: 4113.352051
	Iteration 10Q: 3 clusters Score -327498.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -327536.656250 Penalty: 4113.352051
	Iteration 11Q: 3 clusters Score -327536.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -327568.406250 Penalty: 4113.352051
	Iteration 12Q: 3 clusters Score -327568.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -327606.281250 Penalty: 4113.352051
	Iteration 13Q: 3 clusters Score -327606.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -327658.843750 Penalty: 4113.352051
	Iteration 14Q: 3 clusters Score -327658.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -327715.281250 Penalty: 4113.352051
	Iteration 15Q: 3 clusters Score -327715.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -327766.968750 Penalty: 4113.352051
	Iteration 16Q: 3 clusters Score -327767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -327810.562500 Penalty: 4113.352051
	Iteration 17Q: 3 clusters Score -327810.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -327842.937500 Penalty: 4113.352051
	Iteration 18Q: 3 clusters Score -327842.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -327862.062500 Penalty: 4113.352051
	Iteration 19Q: 3 clusters Score -327862.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -327876.875000 Penalty: 4113.352051
	Iteration 20F: 3 clusters Score -327876.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -327887.937500 Penalty: 4113.352051
	Iteration 21Q: 3 clusters Score -327887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -327895.281250 Penalty: 4113.352051
	Iteration 22Q: 3 clusters Score -327895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -327897.250000 Penalty: 4113.352051
	Iteration 23Q: 3 clusters Score -327897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -327897.562500 Penalty: 4113.352051
	Iteration 24Q: 3 clusters Score -327897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -327897.843750 Penalty: 4113.352051
	Iteration 25Q: 3 clusters Score -327897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -327898.562500 Penalty: 4113.352051
	Iteration 26Q: 3 clusters Score -327898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -327898.437500 Penalty: 4113.352051
	Iteration 27Q: 3 clusters Score -327898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -327898.437500 Penalty: 4113.352051
	Iteration 28F: 3 clusters Score -327898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Entering Unmasked Estep 
Score: -1263402.125000 Penalty: 2370.532959
	Iteration 0F: 2 clusters Score -1263402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1252991.625000 Penalty: 4741.065918
	Iteration 0F: 3 clusters Score -1252992 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1256152.625000 Penalty: 4741.065918
	Iteration 1F: 3 clusters Score -1256153 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1256518.125000 Penalty: 4741.065918
	Iteration 2F: 3 clusters Score -1256518 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1256845.500000 Penalty: 4741.065918
	Iteration 3F: 3 clusters Score -1256846 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1257157.750000 Penalty: 4741.065918
	Iteration 4Q: 3 clusters Score -1257158 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1257466.500000 Penalty: 4741.065918
	Iteration 5Q: 3 clusters Score -1257466 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1257808.375000 Penalty: 4741.065918
	Iteration 6Q: 3 clusters Score -1257808 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1258211.625000 Penalty: 4741.065918
	Iteration 7Q: 3 clusters Score -1258212 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1258707.250000 Penalty: 4741.065918
	Iteration 8F: 3 clusters Score -1258707 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1259232.000000 Penalty: 4741.065918
	Iteration 9F: 3 clusters Score -1259232 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1259709.625000 Penalty: 4741.065918
	Iteration 10Q: 3 clusters Score -1259710 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1260142.875000 Penalty: 4741.065918
	Iteration 11Q: 3 clusters Score -1260143 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1260486.375000 Penalty: 4741.065918
	Iteration 12Q: 3 clusters Score -1260486 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1260729.125000 Penalty: 4741.065918
	Iteration 13Q: 3 clusters Score -1260729 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1260952.000000 Penalty: 4741.065918
	Iteration 14Q: 3 clusters Score -1260952 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1261112.750000 Penalty: 4741.065918
	Iteration 15Q: 3 clusters Score -1261113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1261197.125000 Penalty: 4741.065918
	Iteration 16Q: 3 clusters Score -1261197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1261263.500000 Penalty: 4741.065918
	Iteration 17Q: 3 clusters Score -1261264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1261319.750000 Penalty: 4741.065918
	Iteration 18Q: 3 clusters Score -1261320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1261355.125000 Penalty: 4741.065918
	Iteration 19Q: 3 clusters Score -1261355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1261379.250000 Penalty: 4741.065918
	Iteration 20F: 3 clusters Score -1261379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1261395.500000 Penalty: 4741.065918
	Iteration 21Q: 3 clusters Score -1261396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1261410.750000 Penalty: 4741.065918
	Iteration 22Q: 3 clusters Score -1261411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1261417.750000 Penalty: 4741.065918
	Iteration 23Q: 3 clusters Score -1261418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1261424.375000 Penalty: 4741.065918
	Iteration 24Q: 3 clusters Score -1261424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1261427.000000 Penalty: 4741.065918
	Iteration 25Q: 3 clusters Score -1261427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1261430.500000 Penalty: 4741.065918
	Iteration 26Q: 3 clusters Score -1261430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1261430.125000 Penalty: 4741.065918
	Iteration 27Q: 3 clusters Score -1261430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1261431.875000 Penalty: 4741.065918
	Iteration 28Q: 3 clusters Score -1261432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1261431.875000 Penalty: 4741.065918
	Iteration 29F: 3 clusters Score -1261432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Entering Unmasked Estep 
Score: -861821.750000 Penalty: 2280.567383
	Iteration 0F: 2 clusters Score -861821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -854318.125000 Penalty: 4561.134766
	Iteration 0F: 3 clusters Score -854318.1 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -856567.500000 Penalty: 4561.134766
	Iteration 1F: 3 clusters Score -856567.5 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -856951.875000 Penalty: 4561.134766
	Iteration 2F: 3 clusters Score -856951.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -857238.250000 Penalty: 4561.134766
	Iteration 3F: 3 clusters Score -857238.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -857461.750000 Penalty: 4561.134766
	Iteration 4Q: 3 clusters Score -857461.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -857654.687500 Penalty: 4561.134766
	Iteration 5Q: 3 clusters Score -857654.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -857814.437500 Penalty: 4561.134766
	Iteration 6Q: 3 clusters Score -857814.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -857957.437500 Penalty: 4561.134766
	Iteration 7Q: 3 clusters Score -857957.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -858108.750000 Penalty: 4561.134766
	Iteration 8Q: 3 clusters Score -858108.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -858230.937500 Penalty: 4561.134766
	Iteration 9Q: 3 clusters Score -858230.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -858337.937500 Penalty: 4561.134766
	Iteration 10Q: 3 clusters Score -858337.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -858454.250000 Penalty: 4561.134766
	Iteration 11Q: 3 clusters Score -858454.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -858587.687500 Penalty: 4561.134766
	Iteration 12Q: 3 clusters Score -858587.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -858720.062500 Penalty: 4561.134766
	Iteration 13Q: 3 clusters Score -858720.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -858861.562500 Penalty: 4561.134766
	Iteration 14Q: 3 clusters Score -858861.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -858985.625000 Penalty: 4561.134766
	Iteration 15Q: 3 clusters Score -858985.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -859086.375000 Penalty: 4561.134766
	Iteration 16Q: 3 clusters Score -859086.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -859170.687500 Penalty: 4561.134766
	Iteration 17Q: 3 clusters Score -859170.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -859237.125000 Penalty: 4561.134766
	Iteration 18Q: 3 clusters Score -859237.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -859293.812500 Penalty: 4561.134766
	Iteration 19Q: 3 clusters Score -859293.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -859327.312500 Penalty: 4561.134766
	Iteration 20F: 3 clusters Score -859327.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -859358.125000 Penalty: 4561.134766
	Iteration 21Q: 3 clusters Score -859358.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -859389.875000 Penalty: 4561.134766
	Iteration 22Q: 3 clusters Score -859389.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -859411.625000 Penalty: 4561.134766
	Iteration 23Q: 3 clusters Score -859411.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -859432.687500 Penalty: 4561.134766
	Iteration 24Q: 3 clusters Score -859432.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -859451.312500 Penalty: 4561.134766
	Iteration 25Q: 3 clusters Score -859451.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -859467.062500 Penalty: 4561.134766
	Iteration 26Q: 3 clusters Score -859467.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -859487.000000 Penalty: 4561.134766
	Iteration 27Q: 3 clusters Score -859487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -859503.125000 Penalty: 4561.134766
	Iteration 28Q: 3 clusters Score -859503.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -859518.375000 Penalty: 4561.134766
	Iteration 29Q: 3 clusters Score -859518.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -859528.437500 Penalty: 4561.134766
	Iteration 30Q: 3 clusters Score -859528.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -859537.812500 Penalty: 4561.134766
	Iteration 31Q: 3 clusters Score -859537.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -859550.937500 Penalty: 4561.134766
	Iteration 32Q: 3 clusters Score -859550.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -859565.312500 Penalty: 4561.134766
	Iteration 33Q: 3 clusters Score -859565.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -859578.437500 Penalty: 4561.134766
	Iteration 34Q: 3 clusters Score -859578.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -859594.375000 Penalty: 4561.134766
	Iteration 35Q: 3 clusters Score -859594.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -859615.062500 Penalty: 4561.134766
	Iteration 36Q: 3 clusters Score -859615.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -859627.875000 Penalty: 4561.134766
	Iteration 37Q: 3 clusters Score -859627.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -859642.562500 Penalty: 4561.134766
	Iteration 38Q: 3 clusters Score -859642.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -859658.375000 Penalty: 4561.134766
	Iteration 39Q: 3 clusters Score -859658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -859668.062500 Penalty: 4561.134766
	Iteration 40F: 3 clusters Score -859668.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -859681.937500 Penalty: 4561.134766
	Iteration 41Q: 3 clusters Score -859681.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -859695.625000 Penalty: 4561.134766
	Iteration 42Q: 3 clusters Score -859695.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -859708.937500 Penalty: 4561.134766
	Iteration 43Q: 3 clusters Score -859708.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -859721.187500 Penalty: 4561.134766
	Iteration 44Q: 3 clusters Score -859721.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -859739.312500 Penalty: 4561.134766
	Iteration 45Q: 3 clusters Score -859739.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -859750.562500 Penalty: 4561.134766
	Iteration 46Q: 3 clusters Score -859750.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -859766.625000 Penalty: 4561.134766
	Iteration 47Q: 3 clusters Score -859766.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -859776.312500 Penalty: 4561.134766
	Iteration 48Q: 3 clusters Score -859776.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -859790.562500 Penalty: 4561.134766
	Iteration 49Q: 3 clusters Score -859790.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -859803.750000 Penalty: 4561.134766
	Iteration 50Q: 3 clusters Score -859803.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -859811.562500 Penalty: 4561.134766
	Iteration 51Q: 3 clusters Score -859811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -859818.250000 Penalty: 4561.134766
	Iteration 52Q: 3 clusters Score -859818.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -859825.187500 Penalty: 4561.134766
	Iteration 53Q: 3 clusters Score -859825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -859830.375000 Penalty: 4561.134766
	Iteration 54Q: 3 clusters Score -859830.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -859838.625000 Penalty: 4561.134766
	Iteration 55Q: 3 clusters Score -859838.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -859848.562500 Penalty: 4561.134766
	Iteration 56Q: 3 clusters Score -859848.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -859861.312500 Penalty: 4561.134766
	Iteration 57Q: 3 clusters Score -859861.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -859870.750000 Penalty: 4561.134766
	Iteration 58Q: 3 clusters Score -859870.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -859882.187500 Penalty: 4561.134766
	Iteration 59Q: 3 clusters Score -859882.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -859889.312500 Penalty: 4561.134766
	Iteration 60F: 3 clusters Score -859889.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -859893.562500 Penalty: 4561.134766
	Iteration 61Q: 3 clusters Score -859893.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -859904.312500 Penalty: 4561.134766
	Iteration 62Q: 3 clusters Score -859904.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -859914.625000 Penalty: 4561.134766
	Iteration 63Q: 3 clusters Score -859914.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -859924.937500 Penalty: 4561.134766
	Iteration 64Q: 3 clusters Score -859924.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -859929.812500 Penalty: 4561.134766
	Iteration 65Q: 3 clusters Score -859929.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -859940.625000 Penalty: 4561.134766
	Iteration 66Q: 3 clusters Score -859940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -859949.250000 Penalty: 4561.134766
	Iteration 67Q: 3 clusters Score -859949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -859954.437500 Penalty: 4561.134766
	Iteration 68Q: 3 clusters Score -859954.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -859964.437500 Penalty: 4561.134766
	Iteration 69Q: 3 clusters Score -859964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -859974.937500 Penalty: 4561.134766
	Iteration 70Q: 3 clusters Score -859974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -859981.750000 Penalty: 4561.134766
	Iteration 71Q: 3 clusters Score -859981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -859989.062500 Penalty: 4561.134766
	Iteration 72Q: 3 clusters Score -859989.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -859992.562500 Penalty: 4561.134766
	Iteration 73Q: 3 clusters Score -859992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -859995.000000 Penalty: 4561.134766
	Iteration 74Q: 3 clusters Score -859995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -859999.500000 Penalty: 4561.134766
	Iteration 75Q: 3 clusters Score -859999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -859999.625000 Penalty: 4561.134766
	Iteration 76Q: 3 clusters Score -859999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -860001.812500 Penalty: 4561.134766
	Iteration 77Q: 3 clusters Score -860001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -860002.500000 Penalty: 4561.134766
	Iteration 78Q: 3 clusters Score -860002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -860002.750000 Penalty: 4561.134766
	Iteration 79Q: 3 clusters Score -860002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -860004.125000 Penalty: 4561.134766
	Iteration 80F: 3 clusters Score -860004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -860004.187500 Penalty: 4561.134766
	Iteration 81Q: 3 clusters Score -860004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -860004.625000 Penalty: 4561.134766
	Iteration 82Q: 3 clusters Score -860004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -860004.625000 Penalty: 4561.134766
	Iteration 83F: 3 clusters Score -860004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Entering Unmasked Estep 
Score: -770149.000000 Penalty: 2263.620605
	Iteration 0F: 2 clusters Score -770149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -762974.812500 Penalty: 4527.241211
	Iteration 0F: 3 clusters Score -762974.8 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -765103.812500 Penalty: 4527.241211
	Iteration 1F: 3 clusters Score -765103.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -765633.750000 Penalty: 4527.241211
	Iteration 2F: 3 clusters Score -765633.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -766145.562500 Penalty: 4527.241211
	Iteration 3F: 3 clusters Score -766145.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -766611.437500 Penalty: 4527.241211
	Iteration 4F: 3 clusters Score -766611.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -767012.375000 Penalty: 4527.241211
	Iteration 5F: 3 clusters Score -767012.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -767323.000000 Penalty: 4527.241211
	Iteration 6F: 3 clusters Score -767323 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -767559.250000 Penalty: 4527.241211
	Iteration 7Q: 3 clusters Score -767559.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -767752.937500 Penalty: 4527.241211
	Iteration 8Q: 3 clusters Score -767752.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -767898.937500 Penalty: 4527.241211
	Iteration 9Q: 3 clusters Score -767898.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -768008.687500 Penalty: 4527.241211
	Iteration 10Q: 3 clusters Score -768008.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -768080.062500 Penalty: 4527.241211
	Iteration 11Q: 3 clusters Score -768080.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -768129.750000 Penalty: 4527.241211
	Iteration 12Q: 3 clusters Score -768129.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -768169.750000 Penalty: 4527.241211
	Iteration 13Q: 3 clusters Score -768169.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -768214.812500 Penalty: 4527.241211
	Iteration 14Q: 3 clusters Score -768214.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -768253.125000 Penalty: 4527.241211
	Iteration 15Q: 3 clusters Score -768253.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -768276.312500 Penalty: 4527.241211
	Iteration 16Q: 3 clusters Score -768276.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -768294.000000 Penalty: 4527.241211
	Iteration 17Q: 3 clusters Score -768294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -768310.687500 Penalty: 4527.241211
	Iteration 18Q: 3 clusters Score -768310.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -768319.125000 Penalty: 4527.241211
	Iteration 19Q: 3 clusters Score -768319.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -768327.125000 Penalty: 4527.241211
	Iteration 20F: 3 clusters Score -768327.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -768337.312500 Penalty: 4527.241211
	Iteration 21Q: 3 clusters Score -768337.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -768342.375000 Penalty: 4527.241211
	Iteration 22Q: 3 clusters Score -768342.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -768345.500000 Penalty: 4527.241211
	Iteration 23Q: 3 clusters Score -768345.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -768349.812500 Penalty: 4527.241211
	Iteration 24Q: 3 clusters Score -768349.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -768355.250000 Penalty: 4527.241211
	Iteration 25Q: 3 clusters Score -768355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -768356.562500 Penalty: 4527.241211
	Iteration 26Q: 3 clusters Score -768356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -768358.562500 Penalty: 4527.241211
	Iteration 27Q: 3 clusters Score -768358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -768361.250000 Penalty: 4527.241211
	Iteration 28Q: 3 clusters Score -768361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -768360.937500 Penalty: 4527.241211
	Iteration 29Q: 3 clusters Score -768360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -768363.125000 Penalty: 4527.241211
	Iteration 30Q: 3 clusters Score -768363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -768364.187500 Penalty: 4527.241211
	Iteration 31Q: 3 clusters Score -768364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -768364.187500 Penalty: 4527.241211
	Iteration 32F: 3 clusters Score -768364.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Entering Unmasked Estep 
Score: -605078.000000 Penalty: 2202.764404
	Iteration 0F: 2 clusters Score -605078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -599166.937500 Penalty: 4405.528809
	Iteration 0F: 3 clusters Score -599166.9 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -600776.125000 Penalty: 4405.528809
	Iteration 1F: 3 clusters Score -600776.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -601012.312500 Penalty: 4405.528809
	Iteration 2F: 3 clusters Score -601012.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -601140.187500 Penalty: 4405.528809
	Iteration 3Q: 3 clusters Score -601140.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -601223.375000 Penalty: 4405.528809
	Iteration 4Q: 3 clusters Score -601223.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -601288.000000 Penalty: 4405.528809
	Iteration 5Q: 3 clusters Score -601288 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -601337.625000 Penalty: 4405.528809
	Iteration 6Q: 3 clusters Score -601337.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -601375.750000 Penalty: 4405.528809
	Iteration 7Q: 3 clusters Score -601375.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -601415.500000 Penalty: 4405.528809
	Iteration 8Q: 3 clusters Score -601415.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -601446.937500 Penalty: 4405.528809
	Iteration 9Q: 3 clusters Score -601446.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -601473.312500 Penalty: 4405.528809
	Iteration 10Q: 3 clusters Score -601473.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -601501.750000 Penalty: 4405.528809
	Iteration 11Q: 3 clusters Score -601501.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -601531.000000 Penalty: 4405.528809
	Iteration 12Q: 3 clusters Score -601531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -601558.062500 Penalty: 4405.528809
	Iteration 13Q: 3 clusters Score -601558.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -601581.250000 Penalty: 4405.528809
	Iteration 14Q: 3 clusters Score -601581.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -601608.000000 Penalty: 4405.528809
	Iteration 15Q: 3 clusters Score -601608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -601635.500000 Penalty: 4405.528809
	Iteration 16Q: 3 clusters Score -601635.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -601663.000000 Penalty: 4405.528809
	Iteration 17Q: 3 clusters Score -601663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -601689.375000 Penalty: 4405.528809
	Iteration 18Q: 3 clusters Score -601689.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -601720.312500 Penalty: 4405.528809
	Iteration 19Q: 3 clusters Score -601720.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -601761.312500 Penalty: 4405.528809
	Iteration 20F: 3 clusters Score -601761.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -601810.750000 Penalty: 4405.528809
	Iteration 21Q: 3 clusters Score -601810.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -601858.187500 Penalty: 4405.528809
	Iteration 22Q: 3 clusters Score -601858.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -601912.500000 Penalty: 4405.528809
	Iteration 23Q: 3 clusters Score -601912.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -601966.062500 Penalty: 4405.528809
	Iteration 24Q: 3 clusters Score -601966.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -602032.500000 Penalty: 4405.528809
	Iteration 25Q: 3 clusters Score -602032.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -602105.937500 Penalty: 4405.528809
	Iteration 26Q: 3 clusters Score -602105.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -602193.687500 Penalty: 4405.528809
	Iteration 27Q: 3 clusters Score -602193.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -602291.875000 Penalty: 4405.528809
	Iteration 28Q: 3 clusters Score -602291.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -602396.750000 Penalty: 4405.528809
	Iteration 29Q: 3 clusters Score -602396.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -602490.125000 Penalty: 4405.528809
	Iteration 30Q: 3 clusters Score -602490.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -602584.187500 Penalty: 4405.528809
	Iteration 31Q: 3 clusters Score -602584.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -602665.062500 Penalty: 4405.528809
	Iteration 32Q: 3 clusters Score -602665.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -602738.000000 Penalty: 4405.528809
	Iteration 33Q: 3 clusters Score -602738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -602819.812500 Penalty: 4405.528809
	Iteration 34Q: 3 clusters Score -602819.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -602894.625000 Penalty: 4405.528809
	Iteration 35Q: 3 clusters Score -602894.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -602967.875000 Penalty: 4405.528809
	Iteration 36Q: 3 clusters Score -602967.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -603043.187500 Penalty: 4405.528809
	Iteration 37Q: 3 clusters Score -603043.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -603087.500000 Penalty: 4405.528809
	Iteration 38Q: 3 clusters Score -603087.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -603129.500000 Penalty: 4405.528809
	Iteration 39Q: 3 clusters Score -603129.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -603158.500000 Penalty: 4405.528809
	Iteration 40F: 3 clusters Score -603158.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -603185.687500 Penalty: 4405.528809
	Iteration 41Q: 3 clusters Score -603185.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -603202.500000 Penalty: 4405.528809
	Iteration 42Q: 3 clusters Score -603202.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -603215.312500 Penalty: 4405.528809
	Iteration 43Q: 3 clusters Score -603215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -603226.437500 Penalty: 4405.528809
	Iteration 44Q: 3 clusters Score -603226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -603235.937500 Penalty: 4405.528809
	Iteration 45Q: 3 clusters Score -603235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -603237.250000 Penalty: 4405.528809
	Iteration 46Q: 3 clusters Score -603237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -603238.187500 Penalty: 4405.528809
	Iteration 47Q: 3 clusters Score -603238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -603238.687500 Penalty: 4405.528809
	Iteration 48Q: 3 clusters Score -603238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -603242.687500 Penalty: 4405.528809
	Iteration 49Q: 3 clusters Score -603242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -603244.312500 Penalty: 4405.528809
	Iteration 50Q: 3 clusters Score -603244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -603248.062500 Penalty: 4405.528809
	Iteration 51Q: 3 clusters Score -603248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -603252.687500 Penalty: 4405.528809
	Iteration 52Q: 3 clusters Score -603252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -603256.812500 Penalty: 4405.528809
	Iteration 53Q: 3 clusters Score -603256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -603260.062500 Penalty: 4405.528809
	Iteration 54Q: 3 clusters Score -603260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -603262.687500 Penalty: 4405.528809
	Iteration 55Q: 3 clusters Score -603262.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -603264.187500 Penalty: 4405.528809
	Iteration 56Q: 3 clusters Score -603264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -603266.562500 Penalty: 4405.528809
	Iteration 57Q: 3 clusters Score -603266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -603267.562500 Penalty: 4405.528809
	Iteration 58Q: 3 clusters Score -603267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -603267.562500 Penalty: 4405.528809
	Iteration 59F: 3 clusters Score -603267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Entering Unmasked Estep 
Score: -2525328.250000 Penalty: 2551.466553
	Iteration 0F: 2 clusters Score -2525328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2505032.500000 Penalty: 5102.933105
	Iteration 0F: 3 clusters Score -2505032 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2512263.500000 Penalty: 5102.933105
	Iteration 1F: 3 clusters Score -2512264 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2512837.500000 Penalty: 5102.933105
	Iteration 2F: 3 clusters Score -2512838 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2513455.750000 Penalty: 5102.933105
	Iteration 3F: 3 clusters Score -2513456 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2514119.250000 Penalty: 5102.933105
	Iteration 4Q: 3 clusters Score -2514119 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2514903.500000 Penalty: 5102.933105
	Iteration 5F: 3 clusters Score -2514904 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2515860.000000 Penalty: 5102.933105
	Iteration 6F: 3 clusters Score -2515860 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2516954.000000 Penalty: 5102.933105
	Iteration 7F: 3 clusters Score -2516954 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2518136.500000 Penalty: 5102.933105
	Iteration 8F: 3 clusters Score -2518136 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2519287.250000 Penalty: 5102.933105
	Iteration 9F: 3 clusters Score -2519287 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2520238.000000 Penalty: 5102.933105
	Iteration 10Q: 3 clusters Score -2520238 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2520923.000000 Penalty: 5102.933105
	Iteration 11Q: 3 clusters Score -2520923 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2521339.750000 Penalty: 5102.933105
	Iteration 12Q: 3 clusters Score -2521340 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2521554.250000 Penalty: 5102.933105
	Iteration 13Q: 3 clusters Score -2521554 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2521692.750000 Penalty: 5102.933105
	Iteration 14Q: 3 clusters Score -2521693 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2521786.500000 Penalty: 5102.933105
	Iteration 15Q: 3 clusters Score -2521786 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2521858.250000 Penalty: 5102.933105
	Iteration 16Q: 3 clusters Score -2521858 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2521911.000000 Penalty: 5102.933105
	Iteration 17Q: 3 clusters Score -2521911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2521948.000000 Penalty: 5102.933105
	Iteration 18Q: 3 clusters Score -2521948 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2521972.250000 Penalty: 5102.933105
	Iteration 19Q: 3 clusters Score -2521972 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2522003.500000 Penalty: 5102.933105
	Iteration 20F: 3 clusters Score -2522004 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2522040.250000 Penalty: 5102.933105
	Iteration 21Q: 3 clusters Score -2522040 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2522095.750000 Penalty: 5102.933105
	Iteration 22Q: 3 clusters Score -2522096 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2522158.500000 Penalty: 5102.933105
	Iteration 23Q: 3 clusters Score -2522158 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2522220.250000 Penalty: 5102.933105
	Iteration 24Q: 3 clusters Score -2522220 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2522253.250000 Penalty: 5102.933105
	Iteration 25Q: 3 clusters Score -2522253 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2522308.000000 Penalty: 5102.933105
	Iteration 26Q: 3 clusters Score -2522308 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2522366.500000 Penalty: 5102.933105
	Iteration 27Q: 3 clusters Score -2522366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2522417.750000 Penalty: 5102.933105
	Iteration 28Q: 3 clusters Score -2522418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2522463.000000 Penalty: 5102.933105
	Iteration 29Q: 3 clusters Score -2522463 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2522509.000000 Penalty: 5102.933105
	Iteration 30Q: 3 clusters Score -2522509 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2522538.750000 Penalty: 5102.933105
	Iteration 31Q: 3 clusters Score -2522539 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2522578.000000 Penalty: 5102.933105
	Iteration 32Q: 3 clusters Score -2522578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2522617.250000 Penalty: 5102.933105
	Iteration 33Q: 3 clusters Score -2522617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -2522656.000000 Penalty: 5102.933105
	Iteration 34Q: 3 clusters Score -2522656 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2522690.000000 Penalty: 5102.933105
	Iteration 35Q: 3 clusters Score -2522690 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2522723.000000 Penalty: 5102.933105
	Iteration 36Q: 3 clusters Score -2522723 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2522753.000000 Penalty: 5102.933105
	Iteration 37Q: 3 clusters Score -2522753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2522777.500000 Penalty: 5102.933105
	Iteration 38Q: 3 clusters Score -2522778 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2522798.500000 Penalty: 5102.933105
	Iteration 39Q: 3 clusters Score -2522798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2522809.000000 Penalty: 5102.933105
	Iteration 40F: 3 clusters Score -2522809 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2522814.500000 Penalty: 5102.933105
	Iteration 41Q: 3 clusters Score -2522814 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -2522826.750000 Penalty: 5102.933105
	Iteration 42Q: 3 clusters Score -2522827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -2522851.000000 Penalty: 5102.933105
	Iteration 43Q: 3 clusters Score -2522851 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2522863.500000 Penalty: 5102.933105
	Iteration 44Q: 3 clusters Score -2522864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2522868.250000 Penalty: 5102.933105
	Iteration 45Q: 3 clusters Score -2522868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2522873.250000 Penalty: 5102.933105
	Iteration 46Q: 3 clusters Score -2522873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2522878.750000 Penalty: 5102.933105
	Iteration 47Q: 3 clusters Score -2522879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2522890.000000 Penalty: 5102.933105
	Iteration 48Q: 3 clusters Score -2522890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2522905.000000 Penalty: 5102.933105
	Iteration 49Q: 3 clusters Score -2522905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2522909.000000 Penalty: 5102.933105
	Iteration 50Q: 3 clusters Score -2522909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2522917.750000 Penalty: 5102.933105
	Iteration 51Q: 3 clusters Score -2522918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2522929.000000 Penalty: 5102.933105
	Iteration 52Q: 3 clusters Score -2522929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2522943.500000 Penalty: 5102.933105
	Iteration 53Q: 3 clusters Score -2522944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2522949.000000 Penalty: 5102.933105
	Iteration 54Q: 3 clusters Score -2522949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -2522962.750000 Penalty: 5102.933105
	Iteration 55Q: 3 clusters Score -2522963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2522975.500000 Penalty: 5102.933105
	Iteration 56Q: 3 clusters Score -2522976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -2522993.000000 Penalty: 5102.933105
	Iteration 57Q: 3 clusters Score -2522993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2523005.000000 Penalty: 5102.933105
	Iteration 58Q: 3 clusters Score -2523005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2523013.500000 Penalty: 5102.933105
	Iteration 59Q: 3 clusters Score -2523014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2523025.250000 Penalty: 5102.933105
	Iteration 60F: 3 clusters Score -2523025 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2523032.000000 Penalty: 5102.933105
	Iteration 61Q: 3 clusters Score -2523032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2523049.750000 Penalty: 5102.933105
	Iteration 62Q: 3 clusters Score -2523050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -2523062.500000 Penalty: 5102.933105
	Iteration 63Q: 3 clusters Score -2523062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -2523082.750000 Penalty: 5102.933105
	Iteration 64Q: 3 clusters Score -2523083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2523107.500000 Penalty: 5102.933105
	Iteration 65Q: 3 clusters Score -2523108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -2523132.750000 Penalty: 5102.933105
	Iteration 66Q: 3 clusters Score -2523133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2523152.250000 Penalty: 5102.933105
	Iteration 67Q: 3 clusters Score -2523152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2523190.750000 Penalty: 5102.933105
	Iteration 68Q: 3 clusters Score -2523191 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -2523241.500000 Penalty: 5102.933105
	Iteration 69Q: 3 clusters Score -2523242 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2523328.500000 Penalty: 5102.933105
	Iteration 70Q: 3 clusters Score -2523328 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2523435.750000 Penalty: 5102.933105
	Iteration 71Q: 3 clusters Score -2523436 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -2523622.250000 Penalty: 5102.933105
	Iteration 72Q: 3 clusters Score -2523622 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -2523767.500000 Penalty: 5102.933105
	Iteration 73Q: 3 clusters Score -2523768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2523851.500000 Penalty: 5102.933105
	Iteration 74Q: 3 clusters Score -2523852 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -2523914.250000 Penalty: 5102.933105
	Iteration 75Q: 3 clusters Score -2523914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -2523929.000000 Penalty: 5102.933105
	Iteration 76Q: 3 clusters Score -2523929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -2523943.000000 Penalty: 5102.933105
	Iteration 77Q: 3 clusters Score -2523943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -2523958.500000 Penalty: 5102.933105
	Iteration 78Q: 3 clusters Score -2523958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -2523953.500000 Penalty: 5102.933105
	Iteration 79Q: 3 clusters Score -2523954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -2523968.000000 Penalty: 5102.933105
	Iteration 80F: 3 clusters Score -2523968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2523970.250000 Penalty: 5102.933105
	Iteration 81Q: 3 clusters Score -2523970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2523972.000000 Penalty: 5102.933105
	Iteration 82Q: 3 clusters Score -2523972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2523976.750000 Penalty: 5102.933105
	Iteration 83Q: 3 clusters Score -2523977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -2523975.500000 Penalty: 5102.933105
	Iteration 84Q: 3 clusters Score -2523976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2523974.000000 Penalty: 5102.933105
	Iteration 85Q: 3 clusters Score -2523974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2523983.500000 Penalty: 5102.933105
	Iteration 86Q: 3 clusters Score -2523984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -2523980.750000 Penalty: 5102.933105
	Iteration 87Q: 3 clusters Score -2523981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2523979.000000 Penalty: 5102.933105
	Iteration 88Q: 3 clusters Score -2523979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2523979.000000 Penalty: 5102.933105
	Iteration 89F: 3 clusters Score -2523979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Entering Unmasked Estep 
Score: -4793255.000000 Penalty: 2700.750977
	Iteration 0F: 2 clusters Score -4793255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -4757081.000000 Penalty: 5401.501953
	Iteration 0F: 3 clusters Score -4757081 nChanged 24891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4770848.500000 Penalty: 5401.501953
	Iteration 1F: 3 clusters Score -4770848 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4771451.000000 Penalty: 5401.501953
	Iteration 2Q: 3 clusters Score -4771451 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -4772053.000000 Penalty: 5401.501953
	Iteration 3Q: 3 clusters Score -4772053 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4772749.000000 Penalty: 5401.501953
	Iteration 4Q: 3 clusters Score -4772749 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -4773486.000000 Penalty: 5401.501953
	Iteration 5Q: 3 clusters Score -4773486 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4774347.500000 Penalty: 5401.501953
	Iteration 6Q: 3 clusters Score -4774348 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4775388.500000 Penalty: 5401.501953
	Iteration 7Q: 3 clusters Score -4775388 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4776461.000000 Penalty: 5401.501953
	Iteration 8Q: 3 clusters Score -4776461 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -4777508.000000 Penalty: 5401.501953
	Iteration 9Q: 3 clusters Score -4777508 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -4778565.500000 Penalty: 5401.501953
	Iteration 10Q: 3 clusters Score -4778566 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4779575.000000 Penalty: 5401.501953
	Iteration 11Q: 3 clusters Score -4779575 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -4780429.500000 Penalty: 5401.501953
	Iteration 12Q: 3 clusters Score -4780430 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -4781228.000000 Penalty: 5401.501953
	Iteration 13Q: 3 clusters Score -4781228 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -4781982.500000 Penalty: 5401.501953
	Iteration 14Q: 3 clusters Score -4781982 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4782549.500000 Penalty: 5401.501953
	Iteration 15Q: 3 clusters Score -4782550 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4783058.500000 Penalty: 5401.501953
	Iteration 16Q: 3 clusters Score -4783058 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4783479.500000 Penalty: 5401.501953
	Iteration 17Q: 3 clusters Score -4783480 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -4783780.000000 Penalty: 5401.501953
	Iteration 18Q: 3 clusters Score -4783780 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4784125.000000 Penalty: 5401.501953
	Iteration 19Q: 3 clusters Score -4784125 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4784369.500000 Penalty: 5401.501953
	Iteration 20F: 3 clusters Score -4784370 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4784584.000000 Penalty: 5401.501953
	Iteration 21Q: 3 clusters Score -4784584 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4784752.000000 Penalty: 5401.501953
	Iteration 22Q: 3 clusters Score -4784752 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4784922.000000 Penalty: 5401.501953
	Iteration 23Q: 3 clusters Score -4784922 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4785093.000000 Penalty: 5401.501953
	Iteration 24Q: 3 clusters Score -4785093 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4785272.500000 Penalty: 5401.501953
	Iteration 25Q: 3 clusters Score -4785272 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4785462.500000 Penalty: 5401.501953
	Iteration 26Q: 3 clusters Score -4785462 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4785710.500000 Penalty: 5401.501953
	Iteration 27Q: 3 clusters Score -4785710 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -4785945.000000 Penalty: 5401.501953
	Iteration 28Q: 3 clusters Score -4785945 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4786197.500000 Penalty: 5401.501953
	Iteration 29Q: 3 clusters Score -4786198 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4786506.500000 Penalty: 5401.501953
	Iteration 30Q: 3 clusters Score -4786506 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4786848.000000 Penalty: 5401.501953
	Iteration 31Q: 3 clusters Score -4786848 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4787225.500000 Penalty: 5401.501953
	Iteration 32Q: 3 clusters Score -4787226 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4787619.500000 Penalty: 5401.501953
	Iteration 33Q: 3 clusters Score -4787620 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4788055.500000 Penalty: 5401.501953
	Iteration 34Q: 3 clusters Score -4788056 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4788503.500000 Penalty: 5401.501953
	Iteration 35Q: 3 clusters Score -4788504 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4788889.000000 Penalty: 5401.501953
	Iteration 36Q: 3 clusters Score -4788889 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4789289.500000 Penalty: 5401.501953
	Iteration 37Q: 3 clusters Score -4789290 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -4789664.000000 Penalty: 5401.501953
	Iteration 38Q: 3 clusters Score -4789664 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4789968.500000 Penalty: 5401.501953
	Iteration 39Q: 3 clusters Score -4789968 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4790265.500000 Penalty: 5401.501953
	Iteration 40F: 3 clusters Score -4790266 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4790550.500000 Penalty: 5401.501953
	Iteration 41Q: 3 clusters Score -4790550 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4790788.000000 Penalty: 5401.501953
	Iteration 42Q: 3 clusters Score -4790788 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4791024.500000 Penalty: 5401.501953
	Iteration 43Q: 3 clusters Score -4791024 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4791252.500000 Penalty: 5401.501953
	Iteration 44Q: 3 clusters Score -4791252 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4791377.000000 Penalty: 5401.501953
	Iteration 45Q: 3 clusters Score -4791377 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4791490.500000 Penalty: 5401.501953
	Iteration 46Q: 3 clusters Score -4791490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4791567.000000 Penalty: 5401.501953
	Iteration 47Q: 3 clusters Score -4791567 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4791608.500000 Penalty: 5401.501953
	Iteration 48Q: 3 clusters Score -4791608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4791617.000000 Penalty: 5401.501953
	Iteration 49Q: 3 clusters Score -4791617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4791627.000000 Penalty: 5401.501953
	Iteration 50Q: 3 clusters Score -4791627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4791637.000000 Penalty: 5401.501953
	Iteration 51Q: 3 clusters Score -4791637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4791641.500000 Penalty: 5401.501953
	Iteration 52Q: 3 clusters Score -4791642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4791647.000000 Penalty: 5401.501953
	Iteration 53Q: 3 clusters Score -4791647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4791651.500000 Penalty: 5401.501953
	Iteration 54Q: 3 clusters Score -4791652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4791660.000000 Penalty: 5401.501953
	Iteration 55Q: 3 clusters Score -4791660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4791656.000000 Penalty: 5401.501953
	Iteration 56Q: 3 clusters Score -4791656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4791658.000000 Penalty: 5401.501953
	Iteration 57Q: 3 clusters Score -4791658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4791659.500000 Penalty: 5401.501953
	Iteration 58Q: 3 clusters Score -4791660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4791666.000000 Penalty: 5401.501953
	Iteration 59Q: 3 clusters Score -4791666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4791664.000000 Penalty: 5401.501953
	Iteration 60F: 3 clusters Score -4791664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4791666.000000 Penalty: 5401.501953
	Iteration 61Q: 3 clusters Score -4791666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4791670.000000 Penalty: 5401.501953
	Iteration 62Q: 3 clusters Score -4791670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4791665.000000 Penalty: 5401.501953
	Iteration 63Q: 3 clusters Score -4791665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4791672.000000 Penalty: 5401.501953
	Iteration 64Q: 3 clusters Score -4791672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4791673.500000 Penalty: 5401.501953
	Iteration 65Q: 3 clusters Score -4791674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4791675.000000 Penalty: 5401.501953
	Iteration 66Q: 3 clusters Score -4791675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4791670.000000 Penalty: 5401.501953
	Iteration 67Q: 3 clusters Score -4791670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4791673.500000 Penalty: 5401.501953
	Iteration 68Q: 3 clusters Score -4791674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4791670.000000 Penalty: 5401.501953
	Iteration 69Q: 3 clusters Score -4791670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4791670.000000 Penalty: 5401.501953
	Iteration 70F: 3 clusters Score -4791670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Entering Unmasked Estep 
Score: -838823.875000 Penalty: 2287.196289
	Iteration 0F: 2 clusters Score -838823.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -831037.687500 Penalty: 4574.392578
	Iteration 0F: 3 clusters Score -831037.7 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -833245.625000 Penalty: 4574.392578
	Iteration 1F: 3 clusters Score -833245.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -833526.187500 Penalty: 4574.392578
	Iteration 2F: 3 clusters Score -833526.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -833734.437500 Penalty: 4574.392578
	Iteration 3Q: 3 clusters Score -833734.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -833870.750000 Penalty: 4574.392578
	Iteration 4Q: 3 clusters Score -833870.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -833981.375000 Penalty: 4574.392578
	Iteration 5Q: 3 clusters Score -833981.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -834105.625000 Penalty: 4574.392578
	Iteration 6Q: 3 clusters Score -834105.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -834246.812500 Penalty: 4574.392578
	Iteration 7Q: 3 clusters Score -834246.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -834362.375000 Penalty: 4574.392578
	Iteration 8Q: 3 clusters Score -834362.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -834486.062500 Penalty: 4574.392578
	Iteration 9Q: 3 clusters Score -834486.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -834601.250000 Penalty: 4574.392578
	Iteration 10Q: 3 clusters Score -834601.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -834704.687500 Penalty: 4574.392578
	Iteration 11Q: 3 clusters Score -834704.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -834821.750000 Penalty: 4574.392578
	Iteration 12Q: 3 clusters Score -834821.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -834963.937500 Penalty: 4574.392578
	Iteration 13Q: 3 clusters Score -834963.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -835139.875000 Penalty: 4574.392578
	Iteration 14Q: 3 clusters Score -835139.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -835333.625000 Penalty: 4574.392578
	Iteration 15Q: 3 clusters Score -835333.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -835536.562500 Penalty: 4574.392578
	Iteration 16Q: 3 clusters Score -835536.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -835738.500000 Penalty: 4574.392578
	Iteration 17Q: 3 clusters Score -835738.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -835934.812500 Penalty: 4574.392578
	Iteration 18Q: 3 clusters Score -835934.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -836128.625000 Penalty: 4574.392578
	Iteration 19Q: 3 clusters Score -836128.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -836266.125000 Penalty: 4574.392578
	Iteration 20F: 3 clusters Score -836266.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -836366.312500 Penalty: 4574.392578
	Iteration 21Q: 3 clusters Score -836366.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -836434.875000 Penalty: 4574.392578
	Iteration 22Q: 3 clusters Score -836434.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -836487.625000 Penalty: 4574.392578
	Iteration 23Q: 3 clusters Score -836487.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -836542.062500 Penalty: 4574.392578
	Iteration 24Q: 3 clusters Score -836542.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -836594.187500 Penalty: 4574.392578
	Iteration 25Q: 3 clusters Score -836594.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -836641.812500 Penalty: 4574.392578
	Iteration 26Q: 3 clusters Score -836641.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -836687.437500 Penalty: 4574.392578
	Iteration 27Q: 3 clusters Score -836687.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -836746.687500 Penalty: 4574.392578
	Iteration 28Q: 3 clusters Score -836746.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -836806.687500 Penalty: 4574.392578
	Iteration 29Q: 3 clusters Score -836806.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -836854.937500 Penalty: 4574.392578
	Iteration 30Q: 3 clusters Score -836854.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -836904.625000 Penalty: 4574.392578
	Iteration 31Q: 3 clusters Score -836904.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -836943.312500 Penalty: 4574.392578
	Iteration 32Q: 3 clusters Score -836943.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -836990.000000 Penalty: 4574.392578
	Iteration 33Q: 3 clusters Score -836990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -837051.312500 Penalty: 4574.392578
	Iteration 34Q: 3 clusters Score -837051.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -837103.875000 Penalty: 4574.392578
	Iteration 35Q: 3 clusters Score -837103.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -837151.312500 Penalty: 4574.392578
	Iteration 36Q: 3 clusters Score -837151.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -837189.875000 Penalty: 4574.392578
	Iteration 37Q: 3 clusters Score -837189.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -837217.937500 Penalty: 4574.392578
	Iteration 38Q: 3 clusters Score -837217.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -837244.125000 Penalty: 4574.392578
	Iteration 39Q: 3 clusters Score -837244.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -837255.312500 Penalty: 4574.392578
	Iteration 40F: 3 clusters Score -837255.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -837263.812500 Penalty: 4574.392578
	Iteration 41Q: 3 clusters Score -837263.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -837272.250000 Penalty: 4574.392578
	Iteration 42Q: 3 clusters Score -837272.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -837276.375000 Penalty: 4574.392578
	Iteration 43Q: 3 clusters Score -837276.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -837283.875000 Penalty: 4574.392578
	Iteration 44Q: 3 clusters Score -837283.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -837288.062500 Penalty: 4574.392578
	Iteration 45Q: 3 clusters Score -837288.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -837296.250000 Penalty: 4574.392578
	Iteration 46Q: 3 clusters Score -837296.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -837301.750000 Penalty: 4574.392578
	Iteration 47Q: 3 clusters Score -837301.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -837313.312500 Penalty: 4574.392578
	Iteration 48Q: 3 clusters Score -837313.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -837321.062500 Penalty: 4574.392578
	Iteration 49Q: 3 clusters Score -837321.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -837332.125000 Penalty: 4574.392578
	Iteration 50Q: 3 clusters Score -837332.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -837341.250000 Penalty: 4574.392578
	Iteration 51Q: 3 clusters Score -837341.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -837348.687500 Penalty: 4574.392578
	Iteration 52Q: 3 clusters Score -837348.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -837353.437500 Penalty: 4574.392578
	Iteration 53Q: 3 clusters Score -837353.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -837363.750000 Penalty: 4574.392578
	Iteration 54Q: 3 clusters Score -837363.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -837367.625000 Penalty: 4574.392578
	Iteration 55Q: 3 clusters Score -837367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -837372.687500 Penalty: 4574.392578
	Iteration 56Q: 3 clusters Score -837372.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -837378.312500 Penalty: 4574.392578
	Iteration 57Q: 3 clusters Score -837378.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -837384.687500 Penalty: 4574.392578
	Iteration 58Q: 3 clusters Score -837384.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -837391.937500 Penalty: 4574.392578
	Iteration 59Q: 3 clusters Score -837391.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -837401.562500 Penalty: 4574.392578
	Iteration 60F: 3 clusters Score -837401.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -837405.875000 Penalty: 4574.392578
	Iteration 61Q: 3 clusters Score -837405.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -837416.312500 Penalty: 4574.392578
	Iteration 62Q: 3 clusters Score -837416.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -837424.437500 Penalty: 4574.392578
	Iteration 63Q: 3 clusters Score -837424.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -837432.500000 Penalty: 4574.392578
	Iteration 64Q: 3 clusters Score -837432.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -837440.937500 Penalty: 4574.392578
	Iteration 65Q: 3 clusters Score -837440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -837446.250000 Penalty: 4574.392578
	Iteration 66Q: 3 clusters Score -837446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -837453.875000 Penalty: 4574.392578
	Iteration 67Q: 3 clusters Score -837453.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -837457.000000 Penalty: 4574.392578
	Iteration 68Q: 3 clusters Score -837457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -837462.250000 Penalty: 4574.392578
	Iteration 69Q: 3 clusters Score -837462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -837463.250000 Penalty: 4574.392578
	Iteration 70Q: 3 clusters Score -837463.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -837463.562500 Penalty: 4574.392578
	Iteration 71Q: 3 clusters Score -837463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -837465.500000 Penalty: 4574.392578
	Iteration 72Q: 3 clusters Score -837465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -837465.125000 Penalty: 4574.392578
	Iteration 73Q: 3 clusters Score -837465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -837463.812500 Penalty: 4574.392578
	Iteration 74Q: 3 clusters Score -837463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -837463.812500 Penalty: 4574.392578
	Iteration 75F: 3 clusters Score -837463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -231880.968750 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -231881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -228769.281250 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -228769.3 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -229562.281250 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -229562.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -229933.296875 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -229933.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -230304.015625 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -230304 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -230647.031250 Penalty: 3956.561523
	Iteration 4F: 3 clusters Score -230647 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -230861.375000 Penalty: 3956.561523
	Iteration 5F: 3 clusters Score -230861.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -230973.500000 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -230973.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -231057.218750 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -231057.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -231120.203125 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -231120.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -231169.500000 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -231169.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -231233.015625 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -231233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -231333.109375 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -231333.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -231504.968750 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -231505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -231648.156250 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -231648.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -231690.062500 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -231690.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -231710.828125 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -231710.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -231721.312500 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -231721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -231725.078125 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -231725.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -231728.671875 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -231728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -231730.265625 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -231730.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -231732.343750 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -231732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -231735.484375 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -231735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -231737.437500 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -231737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -231738.968750 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -231739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -231738.968750 Penalty: 3956.561523
	Iteration 24F: 3 clusters Score -231739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Entering Unmasked Estep 
Score: -1378606.375000 Penalty: 2394.906982
	Iteration 0F: 2 clusters Score -1378606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1367369.375000 Penalty: 4789.813965
	Iteration 0F: 3 clusters Score -1367369 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1371048.750000 Penalty: 4789.813965
	Iteration 1F: 3 clusters Score -1371049 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1371431.375000 Penalty: 4789.813965
	Iteration 2F: 3 clusters Score -1371431 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1371778.250000 Penalty: 4789.813965
	Iteration 3Q: 3 clusters Score -1371778 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1372147.000000 Penalty: 4789.813965
	Iteration 4Q: 3 clusters Score -1372147 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1372557.875000 Penalty: 4789.813965
	Iteration 5Q: 3 clusters Score -1372558 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1373019.625000 Penalty: 4789.813965
	Iteration 6Q: 3 clusters Score -1373020 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1373529.875000 Penalty: 4789.813965
	Iteration 7Q: 3 clusters Score -1373530 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1374013.375000 Penalty: 4789.813965
	Iteration 8Q: 3 clusters Score -1374013 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1374424.625000 Penalty: 4789.813965
	Iteration 9Q: 3 clusters Score -1374425 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1374775.625000 Penalty: 4789.813965
	Iteration 10Q: 3 clusters Score -1374776 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1375085.000000 Penalty: 4789.813965
	Iteration 11Q: 3 clusters Score -1375085 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1375347.625000 Penalty: 4789.813965
	Iteration 12Q: 3 clusters Score -1375348 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1375552.000000 Penalty: 4789.813965
	Iteration 13Q: 3 clusters Score -1375552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1375723.125000 Penalty: 4789.813965
	Iteration 14Q: 3 clusters Score -1375723 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1375882.500000 Penalty: 4789.813965
	Iteration 15Q: 3 clusters Score -1375882 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1376014.875000 Penalty: 4789.813965
	Iteration 16Q: 3 clusters Score -1376015 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1376115.250000 Penalty: 4789.813965
	Iteration 17Q: 3 clusters Score -1376115 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1376185.875000 Penalty: 4789.813965
	Iteration 18Q: 3 clusters Score -1376186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1376234.750000 Penalty: 4789.813965
	Iteration 19Q: 3 clusters Score -1376235 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1376290.125000 Penalty: 4789.813965
	Iteration 20F: 3 clusters Score -1376290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1376332.750000 Penalty: 4789.813965
	Iteration 21Q: 3 clusters Score -1376333 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1376381.000000 Penalty: 4789.813965
	Iteration 22Q: 3 clusters Score -1376381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1376436.000000 Penalty: 4789.813965
	Iteration 23Q: 3 clusters Score -1376436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1376484.875000 Penalty: 4789.813965
	Iteration 24Q: 3 clusters Score -1376485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1376529.500000 Penalty: 4789.813965
	Iteration 25Q: 3 clusters Score -1376530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1376552.625000 Penalty: 4789.813965
	Iteration 26Q: 3 clusters Score -1376553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1376581.125000 Penalty: 4789.813965
	Iteration 27Q: 3 clusters Score -1376581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1376601.875000 Penalty: 4789.813965
	Iteration 28Q: 3 clusters Score -1376602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1376619.000000 Penalty: 4789.813965
	Iteration 29Q: 3 clusters Score -1376619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1376633.875000 Penalty: 4789.813965
	Iteration 30Q: 3 clusters Score -1376634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1376645.125000 Penalty: 4789.813965
	Iteration 31Q: 3 clusters Score -1376645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1376650.625000 Penalty: 4789.813965
	Iteration 32Q: 3 clusters Score -1376651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1376654.625000 Penalty: 4789.813965
	Iteration 33Q: 3 clusters Score -1376655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1376655.375000 Penalty: 4789.813965
	Iteration 34Q: 3 clusters Score -1376655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1376660.000000 Penalty: 4789.813965
	Iteration 35Q: 3 clusters Score -1376660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1376661.000000 Penalty: 4789.813965
	Iteration 36Q: 3 clusters Score -1376661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1376663.250000 Penalty: 4789.813965
	Iteration 37Q: 3 clusters Score -1376663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1376663.250000 Penalty: 4789.813965
	Iteration 38F: 3 clusters Score -1376663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Entering Unmasked Estep 
Score: -1555219.875000 Penalty: 2423.967529
	Iteration 0F: 2 clusters Score -1555220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1542591.875000 Penalty: 4847.935059
	Iteration 0F: 3 clusters Score -1542592 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1546857.625000 Penalty: 4847.935059
	Iteration 1F: 3 clusters Score -1546858 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1547288.500000 Penalty: 4847.935059
	Iteration 2F: 3 clusters Score -1547288 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1547647.125000 Penalty: 4847.935059
	Iteration 3Q: 3 clusters Score -1547647 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1548000.250000 Penalty: 4847.935059
	Iteration 4Q: 3 clusters Score -1548000 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1548454.125000 Penalty: 4847.935059
	Iteration 5Q: 3 clusters Score -1548454 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1548982.000000 Penalty: 4847.935059
	Iteration 6Q: 3 clusters Score -1548982 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1549610.375000 Penalty: 4847.935059
	Iteration 7F: 3 clusters Score -1549610 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1550291.875000 Penalty: 4847.935059
	Iteration 8F: 3 clusters Score -1550292 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1550975.250000 Penalty: 4847.935059
	Iteration 9Q: 3 clusters Score -1550975 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1551618.750000 Penalty: 4847.935059
	Iteration 10Q: 3 clusters Score -1551619 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1552150.250000 Penalty: 4847.935059
	Iteration 11Q: 3 clusters Score -1552150 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1552604.250000 Penalty: 4847.935059
	Iteration 12Q: 3 clusters Score -1552604 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1552864.000000 Penalty: 4847.935059
	Iteration 13Q: 3 clusters Score -1552864 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1553025.125000 Penalty: 4847.935059
	Iteration 14Q: 3 clusters Score -1553025 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1553114.125000 Penalty: 4847.935059
	Iteration 15Q: 3 clusters Score -1553114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1553163.500000 Penalty: 4847.935059
	Iteration 16Q: 3 clusters Score -1553164 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1553210.625000 Penalty: 4847.935059
	Iteration 17Q: 3 clusters Score -1553211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1553248.000000 Penalty: 4847.935059
	Iteration 18Q: 3 clusters Score -1553248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1553273.375000 Penalty: 4847.935059
	Iteration 19Q: 3 clusters Score -1553273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1553290.000000 Penalty: 4847.935059
	Iteration 20F: 3 clusters Score -1553290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1553307.625000 Penalty: 4847.935059
	Iteration 21Q: 3 clusters Score -1553308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1553321.250000 Penalty: 4847.935059
	Iteration 22Q: 3 clusters Score -1553321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1553326.250000 Penalty: 4847.935059
	Iteration 23Q: 3 clusters Score -1553326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1553335.250000 Penalty: 4847.935059
	Iteration 24Q: 3 clusters Score -1553335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1553342.625000 Penalty: 4847.935059
	Iteration 25Q: 3 clusters Score -1553343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1553352.500000 Penalty: 4847.935059
	Iteration 26Q: 3 clusters Score -1553352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1553359.125000 Penalty: 4847.935059
	Iteration 27Q: 3 clusters Score -1553359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1553362.625000 Penalty: 4847.935059
	Iteration 28Q: 3 clusters Score -1553363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1553367.125000 Penalty: 4847.935059
	Iteration 29Q: 3 clusters Score -1553367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1553374.375000 Penalty: 4847.935059
	Iteration 30Q: 3 clusters Score -1553374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1553376.500000 Penalty: 4847.935059
	Iteration 31Q: 3 clusters Score -1553376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1553385.250000 Penalty: 4847.935059
	Iteration 32Q: 3 clusters Score -1553385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1553394.000000 Penalty: 4847.935059
	Iteration 33Q: 3 clusters Score -1553394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1553397.500000 Penalty: 4847.935059
	Iteration 34Q: 3 clusters Score -1553398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1553398.625000 Penalty: 4847.935059
	Iteration 35Q: 3 clusters Score -1553399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1553399.625000 Penalty: 4847.935059
	Iteration 36Q: 3 clusters Score -1553400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1553400.750000 Penalty: 4847.935059
	Iteration 37Q: 3 clusters Score -1553401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1553402.250000 Penalty: 4847.935059
	Iteration 38Q: 3 clusters Score -1553402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1553402.250000 Penalty: 4847.935059
	Iteration 39F: 3 clusters Score -1553402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Entering Unmasked Estep 
Score: -1176167.875000 Penalty: 2360.639404
	Iteration 0F: 2 clusters Score -1176168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1166216.000000 Penalty: 4721.278809
	Iteration 0F: 3 clusters Score -1166216 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1169383.000000 Penalty: 4721.278809
	Iteration 1F: 3 clusters Score -1169383 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1169999.750000 Penalty: 4721.278809
	Iteration 2F: 3 clusters Score -1170000 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1170557.875000 Penalty: 4721.278809
	Iteration 3F: 3 clusters Score -1170558 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1170967.875000 Penalty: 4721.278809
	Iteration 4F: 3 clusters Score -1170968 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1171278.000000 Penalty: 4721.278809
	Iteration 5Q: 3 clusters Score -1171278 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1171533.125000 Penalty: 4721.278809
	Iteration 6Q: 3 clusters Score -1171533 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1171790.250000 Penalty: 4721.278809
	Iteration 7Q: 3 clusters Score -1171790 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1172058.000000 Penalty: 4721.278809
	Iteration 8Q: 3 clusters Score -1172058 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1172341.250000 Penalty: 4721.278809
	Iteration 9Q: 3 clusters Score -1172341 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1172593.000000 Penalty: 4721.278809
	Iteration 10Q: 3 clusters Score -1172593 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1172807.125000 Penalty: 4721.278809
	Iteration 11Q: 3 clusters Score -1172807 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1173017.375000 Penalty: 4721.278809
	Iteration 12Q: 3 clusters Score -1173017 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1173228.125000 Penalty: 4721.278809
	Iteration 13Q: 3 clusters Score -1173228 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1173443.750000 Penalty: 4721.278809
	Iteration 14Q: 3 clusters Score -1173444 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1173631.625000 Penalty: 4721.278809
	Iteration 15Q: 3 clusters Score -1173632 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1173803.750000 Penalty: 4721.278809
	Iteration 16Q: 3 clusters Score -1173804 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1173952.125000 Penalty: 4721.278809
	Iteration 17Q: 3 clusters Score -1173952 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1174075.625000 Penalty: 4721.278809
	Iteration 18Q: 3 clusters Score -1174076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1174190.250000 Penalty: 4721.278809
	Iteration 19Q: 3 clusters Score -1174190 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1174296.500000 Penalty: 4721.278809
	Iteration 20F: 3 clusters Score -1174296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1174397.500000 Penalty: 4721.278809
	Iteration 21Q: 3 clusters Score -1174398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1174535.500000 Penalty: 4721.278809
	Iteration 22Q: 3 clusters Score -1174536 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1174666.375000 Penalty: 4721.278809
	Iteration 23Q: 3 clusters Score -1174666 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1174824.625000 Penalty: 4721.278809
	Iteration 24Q: 3 clusters Score -1174825 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1175044.125000 Penalty: 4721.278809
	Iteration 25Q: 3 clusters Score -1175044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1175361.375000 Penalty: 4721.278809
	Iteration 26Q: 3 clusters Score -1175361 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1175730.375000 Penalty: 4721.278809
	Iteration 27Q: 3 clusters Score -1175730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1176089.375000 Penalty: 4721.278809
	Iteration 28Q: 3 clusters Score -1176089 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1176328.625000 Penalty: 4721.278809
	Iteration 29Q: 3 clusters Score -1176329 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1176503.000000 Penalty: 4721.278809
	Iteration 30Q: 3 clusters Score -1176503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1176624.125000 Penalty: 4721.278809
	Iteration 31Q: 3 clusters Score -1176624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1176711.125000 Penalty: 4721.278809
	Iteration 32Q: 3 clusters Score -1176711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1176757.125000 Penalty: 4721.278809
	Iteration 33Q: 3 clusters Score -1176757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1176801.750000 Penalty: 4721.278809
	Iteration 34Q: 3 clusters Score -1176802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1176822.375000 Penalty: 4721.278809
	Iteration 35Q: 3 clusters Score -1176822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1176839.250000 Penalty: 4721.278809
	Iteration 36Q: 3 clusters Score -1176839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1176844.625000 Penalty: 4721.278809
	Iteration 37Q: 3 clusters Score -1176845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1176846.750000 Penalty: 4721.278809
	Iteration 38Q: 3 clusters Score -1176847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1176848.625000 Penalty: 4721.278809
	Iteration 39Q: 3 clusters Score -1176849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1177124.750000 Penalty: 4721.278809
	Iteration 40F: 3 clusters Score -1177125 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1177342.625000 Penalty: 4721.278809
	Iteration 41Q: 3 clusters Score -1177343 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1177433.375000 Penalty: 4721.278809
	Iteration 42Q: 3 clusters Score -1177433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1177470.250000 Penalty: 4721.278809
	Iteration 43Q: 3 clusters Score -1177470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1177485.250000 Penalty: 4721.278809
	Iteration 44Q: 3 clusters Score -1177485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1177489.625000 Penalty: 4721.278809
	Iteration 45Q: 3 clusters Score -1177490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1177494.000000 Penalty: 4721.278809
	Iteration 46Q: 3 clusters Score -1177494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1177495.125000 Penalty: 4721.278809
	Iteration 47Q: 3 clusters Score -1177495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1177497.625000 Penalty: 4721.278809
	Iteration 48Q: 3 clusters Score -1177498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1177496.000000 Penalty: 4721.278809
	Iteration 49Q: 3 clusters Score -1177496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1177498.625000 Penalty: 4721.278809
	Iteration 50Q: 3 clusters Score -1177499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1177496.750000 Penalty: 4721.278809
	Iteration 51Q: 3 clusters Score -1177497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1177497.500000 Penalty: 4721.278809
	Iteration 52Q: 3 clusters Score -1177498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1177499.875000 Penalty: 4721.278809
	Iteration 53Q: 3 clusters Score -1177500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1177499.875000 Penalty: 4721.278809
	Iteration 54F: 3 clusters Score -1177500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 9123 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 401071 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 17156 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 11358 members 
Entering Unmasked Estep 
Score: -112988088.000000 Penalty: 122398.859375
Splitting cluster 15 changes total score from -112987688.000000 to -112988088.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (14871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Entering Unmasked Estep 
Score: -1196488.250000 Penalty: 2382.577637
	Iteration 0F: 2 clusters Score -1196488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1185716.750000 Penalty: 4765.155273
	Iteration 0F: 3 clusters Score -1185717 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1189519.125000 Penalty: 4765.155273
	Iteration 1F: 3 clusters Score -1189519 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1190692.000000 Penalty: 4765.155273
	Iteration 2F: 3 clusters Score -1190692 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1192049.875000 Penalty: 4765.155273
	Iteration 3F: 3 clusters Score -1192050 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1193559.750000 Penalty: 4765.155273
	Iteration 4F: 3 clusters Score -1193560 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1194921.500000 Penalty: 4765.155273
	Iteration 5F: 3 clusters Score -1194922 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1195893.250000 Penalty: 4765.155273
	Iteration 6F: 3 clusters Score -1195893 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1196424.875000 Penalty: 4765.155273
	Iteration 7F: 3 clusters Score -1196425 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1196672.125000 Penalty: 4765.155273
	Iteration 8Q: 3 clusters Score -1196672 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1196787.125000 Penalty: 4765.155273
	Iteration 9Q: 3 clusters Score -1196787 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1196831.000000 Penalty: 4765.155273
	Iteration 10Q: 3 clusters Score -1196831 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1196856.375000 Penalty: 4765.155273
	Iteration 11Q: 3 clusters Score -1196856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1196878.000000 Penalty: 4765.155273
	Iteration 12Q: 3 clusters Score -1196878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1196883.500000 Penalty: 4765.155273
	Iteration 13Q: 3 clusters Score -1196884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1196889.625000 Penalty: 4765.155273
	Iteration 14Q: 3 clusters Score -1196890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1196902.125000 Penalty: 4765.155273
	Iteration 15Q: 3 clusters Score -1196902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1196906.250000 Penalty: 4765.155273
	Iteration 16Q: 3 clusters Score -1196906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1196907.500000 Penalty: 4765.155273
	Iteration 17Q: 3 clusters Score -1196908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1196914.375000 Penalty: 4765.155273
	Iteration 18Q: 3 clusters Score -1196914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1196914.875000 Penalty: 4765.155273
	Iteration 19Q: 3 clusters Score -1196915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1196915.000000 Penalty: 4765.155273
	Iteration 20F: 3 clusters Score -1196915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1196914.125000 Penalty: 4765.155273
	Iteration 21Q: 3 clusters Score -1196914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1196913.875000 Penalty: 4765.155273
	Iteration 22Q: 3 clusters Score -1196914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1196913.500000 Penalty: 4765.155273
	Iteration 23Q: 3 clusters Score -1196914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1196912.250000 Penalty: 4765.155273
	Iteration 24Q: 3 clusters Score -1196912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1196913.625000 Penalty: 4765.155273
	Iteration 25Q: 3 clusters Score -1196914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1196917.875000 Penalty: 4765.155273
	Iteration 26Q: 3 clusters Score -1196918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1196917.125000 Penalty: 4765.155273
	Iteration 27Q: 3 clusters Score -1196917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1196918.875000 Penalty: 4765.155273
	Iteration 28Q: 3 clusters Score -1196919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1196918.125000 Penalty: 4765.155273
	Iteration 29Q: 3 clusters Score -1196918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1196921.500000 Penalty: 4765.155273
	Iteration 30Q: 3 clusters Score -1196922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1196923.125000 Penalty: 4765.155273
	Iteration 31Q: 3 clusters Score -1196923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1196920.000000 Penalty: 4765.155273
	Iteration 32Q: 3 clusters Score -1196920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1196920.750000 Penalty: 4765.155273
	Iteration 33Q: 3 clusters Score -1196921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1196924.750000 Penalty: 4765.155273
	Iteration 34Q: 3 clusters Score -1196925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1196926.250000 Penalty: 4765.155273
	Iteration 35Q: 3 clusters Score -1196926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1196926.500000 Penalty: 4765.155273
	Iteration 36Q: 3 clusters Score -1196926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1196924.750000 Penalty: 4765.155273
	Iteration 37Q: 3 clusters Score -1196925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1196924.500000 Penalty: 4765.155273
	Iteration 38Q: 3 clusters Score -1196924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1196924.375000 Penalty: 4765.155273
	Iteration 39Q: 3 clusters Score -1196924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1196924.375000 Penalty: 4765.155273
	Iteration 40F: 3 clusters Score -1196924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 7075 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 9123 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 401071 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 17156 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 11358 members 
Mstep: Class 36 contains 7796 members 
Entering Unmasked Estep 
Score: -112987208.000000 Penalty: 125895.968750
Splitting cluster 16 changes total score from -112987688.000000 to -112987208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (97102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Entering Unmasked Estep 
Score: -8535239.000000 Penalty: 2847.912354
	Iteration 0F: 2 clusters Score -8535239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -8470151.000000 Penalty: 5695.824707
	Iteration 0F: 3 clusters Score -8470151 nChanged 45853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -8496220.000000 Penalty: 5695.824707
	Iteration 1F: 3 clusters Score -8496220 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -8496860.000000 Penalty: 5695.824707
	Iteration 2Q: 3 clusters Score -8496860 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -8497489.000000 Penalty: 5695.824707
	Iteration 3Q: 3 clusters Score -8497489 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -8498217.000000 Penalty: 5695.824707
	Iteration 4Q: 3 clusters Score -8498217 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -8499044.000000 Penalty: 5695.824707
	Iteration 5Q: 3 clusters Score -8499044 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -8499922.000000 Penalty: 5695.824707
	Iteration 6Q: 3 clusters Score -8499922 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8500870.000000 Penalty: 5695.824707
	Iteration 7Q: 3 clusters Score -8500870 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -8502352.000000 Penalty: 5695.824707
	Iteration 8Q: 3 clusters Score -8502352 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -8504290.000000 Penalty: 5695.824707
	Iteration 9Q: 3 clusters Score -8504290 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -8507030.000000 Penalty: 5695.824707
	Iteration 10Q: 3 clusters Score -8507030 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -8510501.000000 Penalty: 5695.824707
	Iteration 11F: 3 clusters Score -8510501 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -8513867.000000 Penalty: 5695.824707
	Iteration 12F: 3 clusters Score -8513867 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -8516178.000000 Penalty: 5695.824707
	Iteration 13Q: 3 clusters Score -8516178 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -8517364.000000 Penalty: 5695.824707
	Iteration 14Q: 3 clusters Score -8517364 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -8518073.000000 Penalty: 5695.824707
	Iteration 15Q: 3 clusters Score -8518073 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -8518737.000000 Penalty: 5695.824707
	Iteration 16Q: 3 clusters Score -8518737 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -8519352.000000 Penalty: 5695.824707
	Iteration 17Q: 3 clusters Score -8519352 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -8520104.000000 Penalty: 5695.824707
	Iteration 18Q: 3 clusters Score -8520104 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74543 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8520834.000000 Penalty: 5695.824707
	Iteration 19Q: 3 clusters Score -8520834 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -8521723.000000 Penalty: 5695.824707
	Iteration 20F: 3 clusters Score -8521723 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -8522611.000000 Penalty: 5695.824707
	Iteration 21Q: 3 clusters Score -8522611 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -8523629.000000 Penalty: 5695.824707
	Iteration 22Q: 3 clusters Score -8523629 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -8524682.000000 Penalty: 5695.824707
	Iteration 23Q: 3 clusters Score -8524682 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -8525699.000000 Penalty: 5695.824707
	Iteration 24Q: 3 clusters Score -8525699 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86819 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -8526737.000000 Penalty: 5695.824707
	Iteration 25Q: 3 clusters Score -8526737 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88596 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -8527776.000000 Penalty: 5695.824707
	Iteration 26Q: 3 clusters Score -8527776 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8528878.000000 Penalty: 5695.824707
	Iteration 27Q: 3 clusters Score -8528878 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -8529819.000000 Penalty: 5695.824707
	Iteration 28Q: 3 clusters Score -8529819 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -8530651.000000 Penalty: 5695.824707
	Iteration 29Q: 3 clusters Score -8530651 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8531323.000000 Penalty: 5695.824707
	Iteration 30Q: 3 clusters Score -8531323 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8531838.000000 Penalty: 5695.824707
	Iteration 31Q: 3 clusters Score -8531838 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8532182.000000 Penalty: 5695.824707
	Iteration 32Q: 3 clusters Score -8532182 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95606 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8532426.000000 Penalty: 5695.824707
	Iteration 33Q: 3 clusters Score -8532426 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8532605.000000 Penalty: 5695.824707
	Iteration 34Q: 3 clusters Score -8532605 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8532729.000000 Penalty: 5695.824707
	Iteration 35Q: 3 clusters Score -8532729 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8532844.000000 Penalty: 5695.824707
	Iteration 36Q: 3 clusters Score -8532844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8532913.000000 Penalty: 5695.824707
	Iteration 37Q: 3 clusters Score -8532913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8532935.000000 Penalty: 5695.824707
	Iteration 38Q: 3 clusters Score -8532935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8532942.000000 Penalty: 5695.824707
	Iteration 39Q: 3 clusters Score -8532942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8532960.000000 Penalty: 5695.824707
	Iteration 40F: 3 clusters Score -8532960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8532988.000000 Penalty: 5695.824707
	Iteration 41Q: 3 clusters Score -8532988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8533015.000000 Penalty: 5695.824707
	Iteration 42Q: 3 clusters Score -8533015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8533019.000000 Penalty: 5695.824707
	Iteration 43Q: 3 clusters Score -8533019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96380 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8533029.000000 Penalty: 5695.824707
	Iteration 44Q: 3 clusters Score -8533029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8533035.000000 Penalty: 5695.824707
	Iteration 45Q: 3 clusters Score -8533035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8533043.000000 Penalty: 5695.824707
	Iteration 46Q: 3 clusters Score -8533043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8533047.000000 Penalty: 5695.824707
	Iteration 47Q: 3 clusters Score -8533047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8533047.000000 Penalty: 5695.824707
	Iteration 48Q: 3 clusters Score -8533047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8533058.000000 Penalty: 5695.824707
	Iteration 49Q: 3 clusters Score -8533058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8533057.000000 Penalty: 5695.824707
	Iteration 50Q: 3 clusters Score -8533057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8533058.000000 Penalty: 5695.824707
	Iteration 51Q: 3 clusters Score -8533058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8533059.000000 Penalty: 5695.824707
	Iteration 52Q: 3 clusters Score -8533059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8533060.000000 Penalty: 5695.824707
	Iteration 53Q: 3 clusters Score -8533060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8533065.000000 Penalty: 5695.824707
	Iteration 54Q: 3 clusters Score -8533065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8533062.000000 Penalty: 5695.824707
	Iteration 55Q: 3 clusters Score -8533062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8533060.000000 Penalty: 5695.824707
	Iteration 56Q: 3 clusters Score -8533060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8533067.000000 Penalty: 5695.824707
	Iteration 57Q: 3 clusters Score -8533067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8533065.000000 Penalty: 5695.824707
	Iteration 58Q: 3 clusters Score -8533065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8533068.000000 Penalty: 5695.824707
	Iteration 59Q: 3 clusters Score -8533068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8533068.000000 Penalty: 5695.824707
	Iteration 60F: 3 clusters Score -8533068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8533074.000000 Penalty: 5695.824707
	Iteration 61Q: 3 clusters Score -8533074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8533074.000000 Penalty: 5695.824707
	Iteration 62F: 3 clusters Score -8533074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Entering Unmasked Estep 
Score: -530191.250000 Penalty: 2175.799561
	Iteration 0F: 2 clusters Score -530191.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -524751.312500 Penalty: 4351.599121
	Iteration 0F: 3 clusters Score -524751.3 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -526287.625000 Penalty: 4351.599121
	Iteration 1F: 3 clusters Score -526287.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -526794.250000 Penalty: 4351.599121
	Iteration 2F: 3 clusters Score -526794.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -527296.062500 Penalty: 4351.599121
	Iteration 3F: 3 clusters Score -527296.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -527895.625000 Penalty: 4351.599121
	Iteration 4F: 3 clusters Score -527895.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -528522.187500 Penalty: 4351.599121
	Iteration 5F: 3 clusters Score -528522.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -529128.000000 Penalty: 4351.599121
	Iteration 6F: 3 clusters Score -529128 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -529700.437500 Penalty: 4351.599121
	Iteration 7F: 3 clusters Score -529700.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -530141.375000 Penalty: 4351.599121
	Iteration 8F: 3 clusters Score -530141.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -530348.687500 Penalty: 4351.599121
	Iteration 9Q: 3 clusters Score -530348.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -530439.562500 Penalty: 4351.599121
	Iteration 10Q: 3 clusters Score -530439.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -530481.125000 Penalty: 4351.599121
	Iteration 11Q: 3 clusters Score -530481.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -530510.875000 Penalty: 4351.599121
	Iteration 12Q: 3 clusters Score -530510.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -530530.250000 Penalty: 4351.599121
	Iteration 13Q: 3 clusters Score -530530.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -530541.750000 Penalty: 4351.599121
	Iteration 14Q: 3 clusters Score -530541.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -530547.437500 Penalty: 4351.599121
	Iteration 15Q: 3 clusters Score -530547.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -530557.312500 Penalty: 4351.599121
	Iteration 16Q: 3 clusters Score -530557.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -530563.500000 Penalty: 4351.599121
	Iteration 17Q: 3 clusters Score -530563.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -530566.062500 Penalty: 4351.599121
	Iteration 18Q: 3 clusters Score -530566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -530569.187500 Penalty: 4351.599121
	Iteration 19Q: 3 clusters Score -530569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -530570.500000 Penalty: 4351.599121
	Iteration 20F: 3 clusters Score -530570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -530571.437500 Penalty: 4351.599121
	Iteration 21Q: 3 clusters Score -530571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -530573.312500 Penalty: 4351.599121
	Iteration 22Q: 3 clusters Score -530573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -530573.812500 Penalty: 4351.599121
	Iteration 23Q: 3 clusters Score -530573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -530575.062500 Penalty: 4351.599121
	Iteration 24Q: 3 clusters Score -530575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -530575.000000 Penalty: 4351.599121
	Iteration 25Q: 3 clusters Score -530575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -530576.125000 Penalty: 4351.599121
	Iteration 26Q: 3 clusters Score -530576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -530577.312500 Penalty: 4351.599121
	Iteration 27Q: 3 clusters Score -530577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -530577.875000 Penalty: 4351.599121
	Iteration 28Q: 3 clusters Score -530577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -530577.875000 Penalty: 4351.599121
	Iteration 29F: 3 clusters Score -530577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 4005 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 9123 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 401071 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 17156 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 11358 members 
Mstep: Class 36 contains 2455 members 
Entering Unmasked Estep 
Score: -112987128.000000 Penalty: 125895.968750
Splitting cluster 18 changes total score from -112987688.000000 to -112987128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Entering Unmasked Estep 
Score: -1108027.000000 Penalty: 2348.523926
	Iteration 0F: 2 clusters Score -1108027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1098550.750000 Penalty: 4697.047852
	Iteration 0F: 3 clusters Score -1098551 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1101511.250000 Penalty: 4697.047852
	Iteration 1F: 3 clusters Score -1101511 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1101977.000000 Penalty: 4697.047852
	Iteration 2F: 3 clusters Score -1101977 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1102463.000000 Penalty: 4697.047852
	Iteration 3F: 3 clusters Score -1102463 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1103088.250000 Penalty: 4697.047852
	Iteration 4F: 3 clusters Score -1103088 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1103785.625000 Penalty: 4697.047852
	Iteration 5F: 3 clusters Score -1103786 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1104500.875000 Penalty: 4697.047852
	Iteration 6F: 3 clusters Score -1104501 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1105051.625000 Penalty: 4697.047852
	Iteration 7F: 3 clusters Score -1105052 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1105360.125000 Penalty: 4697.047852
	Iteration 8Q: 3 clusters Score -1105360 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1105517.625000 Penalty: 4697.047852
	Iteration 9Q: 3 clusters Score -1105518 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1105600.750000 Penalty: 4697.047852
	Iteration 10Q: 3 clusters Score -1105601 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1105652.750000 Penalty: 4697.047852
	Iteration 11Q: 3 clusters Score -1105653 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1105687.125000 Penalty: 4697.047852
	Iteration 12Q: 3 clusters Score -1105687 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1105724.125000 Penalty: 4697.047852
	Iteration 13Q: 3 clusters Score -1105724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1105748.125000 Penalty: 4697.047852
	Iteration 14Q: 3 clusters Score -1105748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1105764.250000 Penalty: 4697.047852
	Iteration 15Q: 3 clusters Score -1105764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1105784.750000 Penalty: 4697.047852
	Iteration 16Q: 3 clusters Score -1105785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1105797.375000 Penalty: 4697.047852
	Iteration 17Q: 3 clusters Score -1105797 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1105801.000000 Penalty: 4697.047852
	Iteration 18Q: 3 clusters Score -1105801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1105814.375000 Penalty: 4697.047852
	Iteration 19Q: 3 clusters Score -1105814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1105822.125000 Penalty: 4697.047852
	Iteration 20F: 3 clusters Score -1105822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1105834.000000 Penalty: 4697.047852
	Iteration 21Q: 3 clusters Score -1105834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1105837.500000 Penalty: 4697.047852
	Iteration 22Q: 3 clusters Score -1105838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1105846.000000 Penalty: 4697.047852
	Iteration 23Q: 3 clusters Score -1105846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1105852.500000 Penalty: 4697.047852
	Iteration 24Q: 3 clusters Score -1105852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1105861.000000 Penalty: 4697.047852
	Iteration 25Q: 3 clusters Score -1105861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1105868.125000 Penalty: 4697.047852
	Iteration 26Q: 3 clusters Score -1105868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1105877.750000 Penalty: 4697.047852
	Iteration 27Q: 3 clusters Score -1105878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1105886.000000 Penalty: 4697.047852
	Iteration 28Q: 3 clusters Score -1105886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1105896.250000 Penalty: 4697.047852
	Iteration 29Q: 3 clusters Score -1105896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1105901.875000 Penalty: 4697.047852
	Iteration 30Q: 3 clusters Score -1105902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1105905.875000 Penalty: 4697.047852
	Iteration 31Q: 3 clusters Score -1105906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1105913.250000 Penalty: 4697.047852
	Iteration 32Q: 3 clusters Score -1105913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1105921.250000 Penalty: 4697.047852
	Iteration 33Q: 3 clusters Score -1105921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1105930.875000 Penalty: 4697.047852
	Iteration 34Q: 3 clusters Score -1105931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1105936.500000 Penalty: 4697.047852
	Iteration 35Q: 3 clusters Score -1105936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1105942.750000 Penalty: 4697.047852
	Iteration 36Q: 3 clusters Score -1105943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1105948.000000 Penalty: 4697.047852
	Iteration 37Q: 3 clusters Score -1105948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1105953.750000 Penalty: 4697.047852
	Iteration 38Q: 3 clusters Score -1105954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1105959.000000 Penalty: 4697.047852
	Iteration 39Q: 3 clusters Score -1105959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1105966.125000 Penalty: 4697.047852
	Iteration 40F: 3 clusters Score -1105966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1105970.125000 Penalty: 4697.047852
	Iteration 41Q: 3 clusters Score -1105970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1105976.750000 Penalty: 4697.047852
	Iteration 42Q: 3 clusters Score -1105977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1105977.500000 Penalty: 4697.047852
	Iteration 43Q: 3 clusters Score -1105978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1105981.625000 Penalty: 4697.047852
	Iteration 44Q: 3 clusters Score -1105982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1105983.500000 Penalty: 4697.047852
	Iteration 45Q: 3 clusters Score -1105984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1105986.250000 Penalty: 4697.047852
	Iteration 46Q: 3 clusters Score -1105986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1105989.625000 Penalty: 4697.047852
	Iteration 47Q: 3 clusters Score -1105990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1105992.125000 Penalty: 4697.047852
	Iteration 48Q: 3 clusters Score -1105992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1105993.375000 Penalty: 4697.047852
	Iteration 49Q: 3 clusters Score -1105993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1105999.625000 Penalty: 4697.047852
	Iteration 50Q: 3 clusters Score -1106000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1106003.000000 Penalty: 4697.047852
	Iteration 51Q: 3 clusters Score -1106003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1106005.250000 Penalty: 4697.047852
	Iteration 52Q: 3 clusters Score -1106005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1106009.125000 Penalty: 4697.047852
	Iteration 53Q: 3 clusters Score -1106009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1106012.500000 Penalty: 4697.047852
	Iteration 54Q: 3 clusters Score -1106012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1106017.375000 Penalty: 4697.047852
	Iteration 55Q: 3 clusters Score -1106017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1106020.250000 Penalty: 4697.047852
	Iteration 56Q: 3 clusters Score -1106020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1106027.250000 Penalty: 4697.047852
	Iteration 57Q: 3 clusters Score -1106027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1106027.375000 Penalty: 4697.047852
	Iteration 58Q: 3 clusters Score -1106027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1106037.375000 Penalty: 4697.047852
	Iteration 59Q: 3 clusters Score -1106037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1106043.500000 Penalty: 4697.047852
	Iteration 60F: 3 clusters Score -1106044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1106048.000000 Penalty: 4697.047852
	Iteration 61Q: 3 clusters Score -1106048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1106051.875000 Penalty: 4697.047852
	Iteration 62Q: 3 clusters Score -1106052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1106060.500000 Penalty: 4697.047852
	Iteration 63Q: 3 clusters Score -1106060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1106066.750000 Penalty: 4697.047852
	Iteration 64Q: 3 clusters Score -1106067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1106071.500000 Penalty: 4697.047852
	Iteration 65Q: 3 clusters Score -1106072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1106074.125000 Penalty: 4697.047852
	Iteration 66Q: 3 clusters Score -1106074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1106076.500000 Penalty: 4697.047852
	Iteration 67Q: 3 clusters Score -1106076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1106080.750000 Penalty: 4697.047852
	Iteration 68Q: 3 clusters Score -1106081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1106082.125000 Penalty: 4697.047852
	Iteration 69Q: 3 clusters Score -1106082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1106086.250000 Penalty: 4697.047852
	Iteration 70Q: 3 clusters Score -1106086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1106085.125000 Penalty: 4697.047852
	Iteration 71Q: 3 clusters Score -1106085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1106090.375000 Penalty: 4697.047852
	Iteration 72Q: 3 clusters Score -1106090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1106092.375000 Penalty: 4697.047852
	Iteration 73Q: 3 clusters Score -1106092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1106095.125000 Penalty: 4697.047852
	Iteration 74Q: 3 clusters Score -1106095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1106097.375000 Penalty: 4697.047852
	Iteration 75Q: 3 clusters Score -1106097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1106097.250000 Penalty: 4697.047852
	Iteration 76Q: 3 clusters Score -1106097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1106102.250000 Penalty: 4697.047852
	Iteration 77Q: 3 clusters Score -1106102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1106102.000000 Penalty: 4697.047852
	Iteration 78Q: 3 clusters Score -1106102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1106100.000000 Penalty: 4697.047852
	Iteration 79Q: 3 clusters Score -1106100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1106104.625000 Penalty: 4697.047852
	Iteration 80F: 3 clusters Score -1106105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1106108.000000 Penalty: 4697.047852
	Iteration 81Q: 3 clusters Score -1106108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1106109.250000 Penalty: 4697.047852
	Iteration 82Q: 3 clusters Score -1106109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1106108.875000 Penalty: 4697.047852
	Iteration 83Q: 3 clusters Score -1106109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1106110.375000 Penalty: 4697.047852
	Iteration 84Q: 3 clusters Score -1106110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1106113.750000 Penalty: 4697.047852
	Iteration 85Q: 3 clusters Score -1106114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1106114.625000 Penalty: 4697.047852
	Iteration 86Q: 3 clusters Score -1106115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1106119.125000 Penalty: 4697.047852
	Iteration 87Q: 3 clusters Score -1106119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1106127.750000 Penalty: 4697.047852
	Iteration 88Q: 3 clusters Score -1106128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1106133.625000 Penalty: 4697.047852
	Iteration 89Q: 3 clusters Score -1106134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1106146.500000 Penalty: 4697.047852
	Iteration 90Q: 3 clusters Score -1106146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1106153.250000 Penalty: 4697.047852
	Iteration 91Q: 3 clusters Score -1106153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1106160.250000 Penalty: 4697.047852
	Iteration 92Q: 3 clusters Score -1106160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1106165.250000 Penalty: 4697.047852
	Iteration 93Q: 3 clusters Score -1106165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1106177.000000 Penalty: 4697.047852
	Iteration 94Q: 3 clusters Score -1106177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1106180.250000 Penalty: 4697.047852
	Iteration 95Q: 3 clusters Score -1106180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1106182.500000 Penalty: 4697.047852
	Iteration 96Q: 3 clusters Score -1106182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1106187.750000 Penalty: 4697.047852
	Iteration 97Q: 3 clusters Score -1106188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1106189.750000 Penalty: 4697.047852
	Iteration 98Q: 3 clusters Score -1106190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1106191.375000 Penalty: 4697.047852
	Iteration 99Q: 3 clusters Score -1106191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1106192.250000 Penalty: 4697.047852
	Iteration 100F: 3 clusters Score -1106192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1106191.000000 Penalty: 4697.047852
	Iteration 101Q: 3 clusters Score -1106191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1106191.500000 Penalty: 4697.047852
	Iteration 102Q: 3 clusters Score -1106192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1106194.250000 Penalty: 4697.047852
	Iteration 103Q: 3 clusters Score -1106194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1106195.750000 Penalty: 4697.047852
	Iteration 104Q: 3 clusters Score -1106196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1106195.750000 Penalty: 4697.047852
	Iteration 105Q: 3 clusters Score -1106196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1106194.875000 Penalty: 4697.047852
	Iteration 106Q: 3 clusters Score -1106195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1106196.000000 Penalty: 4697.047852
	Iteration 107Q: 3 clusters Score -1106196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1106197.500000 Penalty: 4697.047852
	Iteration 108Q: 3 clusters Score -1106198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1106196.375000 Penalty: 4697.047852
	Iteration 109Q: 3 clusters Score -1106196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1106195.250000 Penalty: 4697.047852
	Iteration 110Q: 3 clusters Score -1106195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1106195.250000 Penalty: 4697.047852
	Iteration 111F: 3 clusters Score -1106195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Entering Unmasked Estep 
Score: -2069881.500000 Penalty: 2518.359375
	Iteration 0F: 2 clusters Score -2069882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2052176.125000 Penalty: 5036.718750
	Iteration 0F: 3 clusters Score -2052176 nChanged 11414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2058410.125000 Penalty: 5036.718750
	Iteration 1F: 3 clusters Score -2058410 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2058949.000000 Penalty: 5036.718750
	Iteration 2F: 3 clusters Score -2058949 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2059531.250000 Penalty: 5036.718750
	Iteration 3Q: 3 clusters Score -2059531 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2060326.875000 Penalty: 5036.718750
	Iteration 4F: 3 clusters Score -2060327 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2061329.625000 Penalty: 5036.718750
	Iteration 5F: 3 clusters Score -2061330 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2062469.000000 Penalty: 5036.718750
	Iteration 6F: 3 clusters Score -2062469 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2063777.250000 Penalty: 5036.718750
	Iteration 7F: 3 clusters Score -2063777 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2065152.500000 Penalty: 5036.718750
	Iteration 8F: 3 clusters Score -2065152 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2066379.875000 Penalty: 5036.718750
	Iteration 9F: 3 clusters Score -2066380 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2067337.750000 Penalty: 5036.718750
	Iteration 10Q: 3 clusters Score -2067338 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -2067912.625000 Penalty: 5036.718750
	Iteration 11Q: 3 clusters Score -2067913 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -2068253.250000 Penalty: 5036.718750
	Iteration 12Q: 3 clusters Score -2068253 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -2068443.750000 Penalty: 5036.718750
	Iteration 13Q: 3 clusters Score -2068444 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2068520.250000 Penalty: 5036.718750
	Iteration 14Q: 3 clusters Score -2068520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -2068553.875000 Penalty: 5036.718750
	Iteration 15Q: 3 clusters Score -2068554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2068571.125000 Penalty: 5036.718750
	Iteration 16Q: 3 clusters Score -2068571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2068590.250000 Penalty: 5036.718750
	Iteration 17Q: 3 clusters Score -2068590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2068597.250000 Penalty: 5036.718750
	Iteration 18Q: 3 clusters Score -2068597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2068600.625000 Penalty: 5036.718750
	Iteration 19Q: 3 clusters Score -2068601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -2068605.375000 Penalty: 5036.718750
	Iteration 20F: 3 clusters Score -2068605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2068607.375000 Penalty: 5036.718750
	Iteration 21Q: 3 clusters Score -2068607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -2068608.125000 Penalty: 5036.718750
	Iteration 22Q: 3 clusters Score -2068608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -2068608.000000 Penalty: 5036.718750
	Iteration 23Q: 3 clusters Score -2068608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2068611.250000 Penalty: 5036.718750
	Iteration 24Q: 3 clusters Score -2068611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2068609.500000 Penalty: 5036.718750
	Iteration 25Q: 3 clusters Score -2068610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2068609.500000 Penalty: 5036.718750
	Iteration 26F: 3 clusters Score -2068610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Entering Unmasked Estep 
Score: -626452.812500 Penalty: 2261.401367
	Iteration 0F: 2 clusters Score -626452.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -619435.187500 Penalty: 4522.802734
	Iteration 0F: 3 clusters Score -619435.2 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -622070.750000 Penalty: 4522.802734
	Iteration 1F: 3 clusters Score -622070.8 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -622921.687500 Penalty: 4522.802734
	Iteration 2F: 3 clusters Score -622921.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -623819.875000 Penalty: 4522.802734
	Iteration 3F: 3 clusters Score -623819.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -624698.062500 Penalty: 4522.802734
	Iteration 4F: 3 clusters Score -624698.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -625426.812500 Penalty: 4522.802734
	Iteration 5F: 3 clusters Score -625426.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -625964.375000 Penalty: 4522.802734
	Iteration 6F: 3 clusters Score -625964.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -626384.500000 Penalty: 4522.802734
	Iteration 7Q: 3 clusters Score -626384.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -626758.687500 Penalty: 4522.802734
	Iteration 8Q: 3 clusters Score -626758.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -627060.250000 Penalty: 4522.802734
	Iteration 9Q: 3 clusters Score -627060.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -627248.875000 Penalty: 4522.802734
	Iteration 10Q: 3 clusters Score -627248.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -627332.812500 Penalty: 4522.802734
	Iteration 11Q: 3 clusters Score -627332.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -627383.500000 Penalty: 4522.802734
	Iteration 12Q: 3 clusters Score -627383.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -627418.500000 Penalty: 4522.802734
	Iteration 13Q: 3 clusters Score -627418.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -627448.812500 Penalty: 4522.802734
	Iteration 14Q: 3 clusters Score -627448.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -627478.812500 Penalty: 4522.802734
	Iteration 15Q: 3 clusters Score -627478.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -627516.625000 Penalty: 4522.802734
	Iteration 16Q: 3 clusters Score -627516.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -627562.812500 Penalty: 4522.802734
	Iteration 17Q: 3 clusters Score -627562.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -627598.312500 Penalty: 4522.802734
	Iteration 18Q: 3 clusters Score -627598.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -627626.437500 Penalty: 4522.802734
	Iteration 19Q: 3 clusters Score -627626.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -627650.812500 Penalty: 4522.802734
	Iteration 20F: 3 clusters Score -627650.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -627668.687500 Penalty: 4522.802734
	Iteration 21Q: 3 clusters Score -627668.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -627676.187500 Penalty: 4522.802734
	Iteration 22Q: 3 clusters Score -627676.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -627685.437500 Penalty: 4522.802734
	Iteration 23Q: 3 clusters Score -627685.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -627697.500000 Penalty: 4522.802734
	Iteration 24Q: 3 clusters Score -627697.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -627705.062500 Penalty: 4522.802734
	Iteration 25Q: 3 clusters Score -627705.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -627712.000000 Penalty: 4522.802734
	Iteration 26Q: 3 clusters Score -627712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -627717.687500 Penalty: 4522.802734
	Iteration 27Q: 3 clusters Score -627717.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -627721.500000 Penalty: 4522.802734
	Iteration 28Q: 3 clusters Score -627721.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -627725.937500 Penalty: 4522.802734
	Iteration 29Q: 3 clusters Score -627725.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -627728.812500 Penalty: 4522.802734
	Iteration 30Q: 3 clusters Score -627728.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -627732.187500 Penalty: 4522.802734
	Iteration 31Q: 3 clusters Score -627732.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -627735.125000 Penalty: 4522.802734
	Iteration 32Q: 3 clusters Score -627735.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -627737.875000 Penalty: 4522.802734
	Iteration 33Q: 3 clusters Score -627737.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -627742.562500 Penalty: 4522.802734
	Iteration 34Q: 3 clusters Score -627742.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -627744.312500 Penalty: 4522.802734
	Iteration 35Q: 3 clusters Score -627744.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -627748.375000 Penalty: 4522.802734
	Iteration 36Q: 3 clusters Score -627748.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -627749.875000 Penalty: 4522.802734
	Iteration 37Q: 3 clusters Score -627749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -627751.625000 Penalty: 4522.802734
	Iteration 38Q: 3 clusters Score -627751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -627750.937500 Penalty: 4522.802734
	Iteration 39Q: 3 clusters Score -627750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -627752.187500 Penalty: 4522.802734
	Iteration 40F: 3 clusters Score -627752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -627754.937500 Penalty: 4522.802734
	Iteration 41Q: 3 clusters Score -627754.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -627756.562500 Penalty: 4522.802734
	Iteration 42Q: 3 clusters Score -627756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -627756.687500 Penalty: 4522.802734
	Iteration 43Q: 3 clusters Score -627756.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -627758.750000 Penalty: 4522.802734
	Iteration 44Q: 3 clusters Score -627758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -627759.562500 Penalty: 4522.802734
	Iteration 45Q: 3 clusters Score -627759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -627760.000000 Penalty: 4522.802734
	Iteration 46Q: 3 clusters Score -627760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -627761.187500 Penalty: 4522.802734
	Iteration 47Q: 3 clusters Score -627761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -627759.937500 Penalty: 4522.802734
	Iteration 48Q: 3 clusters Score -627759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -627759.937500 Penalty: 4522.802734
	Iteration 49F: 3 clusters Score -627759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 401071 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 17156 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 11358 members 
Mstep: Class 36 contains 3657 members 
Entering Unmasked Estep 
Score: -112987776.000000 Penalty: 125895.968750
Splitting cluster 21 changes total score from -112987688.000000 to -112987776.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (414350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414350 members 
Entering Unmasked Estep 
Score: -36598996.000000 Penalty: 3207.747559
	Iteration 0F: 2 clusters Score -3.6599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207422 members 
Mstep: Class 2 contains 206928 members 
Entering Unmasked Estep 
Score: -36319532.000000 Penalty: 6415.495117
	Iteration 0F: 3 clusters Score -3.631953e+07 nChanged 201567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215061 members 
Mstep: Class 2 contains 199289 members 
Entering Unmasked Estep 
Score: -36440052.000000 Penalty: 6415.495117
	Iteration 1F: 3 clusters Score -3.644005e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218774 members 
Mstep: Class 2 contains 195576 members 
Entering Unmasked Estep 
Score: -36441860.000000 Penalty: 6415.495117
	Iteration 2Q: 3 clusters Score -3.644186e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224310 members 
Mstep: Class 2 contains 190040 members 
Entering Unmasked Estep 
Score: -36444616.000000 Penalty: 6415.495117
	Iteration 3Q: 3 clusters Score -3.644462e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232662 members 
Mstep: Class 2 contains 181688 members 
Entering Unmasked Estep 
Score: -36449184.000000 Penalty: 6415.495117
	Iteration 4Q: 3 clusters Score -3.644918e+07 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244927 members 
Mstep: Class 2 contains 169423 members 
Entering Unmasked Estep 
Score: -36457080.000000 Penalty: 6415.495117
	Iteration 5Q: 3 clusters Score -3.645708e+07 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262408 members 
Mstep: Class 2 contains 151942 members 
Entering Unmasked Estep 
Score: -36469832.000000 Penalty: 6415.495117
	Iteration 6F: 3 clusters Score -3.646983e+07 nChanged 25442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285308 members 
Mstep: Class 2 contains 129042 members 
Entering Unmasked Estep 
Score: -36488048.000000 Penalty: 6415.495117
	Iteration 7F: 3 clusters Score -3.648805e+07 nChanged 28713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312749 members 
Mstep: Class 2 contains 101601 members 
Entering Unmasked Estep 
Score: -36511204.000000 Penalty: 6415.495117
	Iteration 8F: 3 clusters Score -3.65112e+07 nChanged 29499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341812 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -36536616.000000 Penalty: 6415.495117
	Iteration 9F: 3 clusters Score -3.653662e+07 nChanged 26372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368066 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -36559928.000000 Penalty: 6415.495117
	Iteration 10F: 3 clusters Score -3.655993e+07 nChanged 19738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387780 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -36576832.000000 Penalty: 6415.495117
	Iteration 11Q: 3 clusters Score -3.657683e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400176 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -36586340.000000 Penalty: 6415.495117
	Iteration 12Q: 3 clusters Score -3.658634e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406895 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -36591404.000000 Penalty: 6415.495117
	Iteration 13Q: 3 clusters Score -3.65914e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410182 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -36593672.000000 Penalty: 6415.495117
	Iteration 14Q: 3 clusters Score -3.659367e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411721 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -36594932.000000 Penalty: 6415.495117
	Iteration 15Q: 3 clusters Score -3.659493e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412494 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -36595496.000000 Penalty: 6415.495117
	Iteration 16Q: 3 clusters Score -3.65955e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412865 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -36595852.000000 Penalty: 6415.495117
	Iteration 17Q: 3 clusters Score -3.659585e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413075 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -36596004.000000 Penalty: 6415.495117
	Iteration 18Q: 3 clusters Score -3.6596e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413207 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -36596108.000000 Penalty: 6415.495117
	Iteration 19Q: 3 clusters Score -3.659611e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413307 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -36596128.000000 Penalty: 6415.495117
	Iteration 20F: 3 clusters Score -3.659613e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413359 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -36596228.000000 Penalty: 6415.495117
	Iteration 21Q: 3 clusters Score -3.659623e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413396 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -36596236.000000 Penalty: 6415.495117
	Iteration 22Q: 3 clusters Score -3.659624e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413417 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -36596280.000000 Penalty: 6415.495117
	Iteration 23Q: 3 clusters Score -3.659628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413441 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -36596328.000000 Penalty: 6415.495117
	Iteration 24Q: 3 clusters Score -3.659633e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413455 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -36596324.000000 Penalty: 6415.495117
	Iteration 25Q: 3 clusters Score -3.659632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413456 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -36596372.000000 Penalty: 6415.495117
	Iteration 26Q: 3 clusters Score -3.659637e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413469 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -36596376.000000 Penalty: 6415.495117
	Iteration 27Q: 3 clusters Score -3.659638e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413469 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -36596376.000000 Penalty: 6415.495117
	Iteration 28Q: 3 clusters Score -3.659638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413474 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -36596368.000000 Penalty: 6415.495117
	Iteration 29Q: 3 clusters Score -3.659637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413478 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -36596348.000000 Penalty: 6415.495117
	Iteration 30Q: 3 clusters Score -3.659635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413484 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36596380.000000 Penalty: 6415.495117
	Iteration 31Q: 3 clusters Score -3.659638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413492 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -36596376.000000 Penalty: 6415.495117
	Iteration 32Q: 3 clusters Score -3.659638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413497 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -36596376.000000 Penalty: 6415.495117
	Iteration 33Q: 3 clusters Score -3.659638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413501 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -36596384.000000 Penalty: 6415.495117
	Iteration 34Q: 3 clusters Score -3.659638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413507 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -36596404.000000 Penalty: 6415.495117
	Iteration 35Q: 3 clusters Score -3.65964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413510 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -36596416.000000 Penalty: 6415.495117
	Iteration 36Q: 3 clusters Score -3.659642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413513 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -36596380.000000 Penalty: 6415.495117
	Iteration 37Q: 3 clusters Score -3.659638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413523 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -36596424.000000 Penalty: 6415.495117
	Iteration 38Q: 3 clusters Score -3.659642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413527 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -36596428.000000 Penalty: 6415.495117
	Iteration 39Q: 3 clusters Score -3.659643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413532 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -36596436.000000 Penalty: 6415.495117
	Iteration 40F: 3 clusters Score -3.659644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413534 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -36596432.000000 Penalty: 6415.495117
	Iteration 41Q: 3 clusters Score -3.659643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413536 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -36596428.000000 Penalty: 6415.495117
	Iteration 42Q: 3 clusters Score -3.659643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413539 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -36596432.000000 Penalty: 6415.495117
	Iteration 43Q: 3 clusters Score -3.659643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413539 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -36596436.000000 Penalty: 6415.495117
	Iteration 44Q: 3 clusters Score -3.659644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413538 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -36596456.000000 Penalty: 6415.495117
	Iteration 45Q: 3 clusters Score -3.659646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413541 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -36596432.000000 Penalty: 6415.495117
	Iteration 46Q: 3 clusters Score -3.659643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413542 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -36596452.000000 Penalty: 6415.495117
	Iteration 47Q: 3 clusters Score -3.659645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413541 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -36596460.000000 Penalty: 6415.495117
	Iteration 48Q: 3 clusters Score -3.659646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413540 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -36596456.000000 Penalty: 6415.495117
	Iteration 49Q: 3 clusters Score -3.659646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413542 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -36596472.000000 Penalty: 6415.495117
	Iteration 50Q: 3 clusters Score -3.659647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413546 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -36596464.000000 Penalty: 6415.495117
	Iteration 51Q: 3 clusters Score -3.659646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413548 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -36596452.000000 Penalty: 6415.495117
	Iteration 52Q: 3 clusters Score -3.659645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413551 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -36596464.000000 Penalty: 6415.495117
	Iteration 53Q: 3 clusters Score -3.659646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413555 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -36596464.000000 Penalty: 6415.495117
	Iteration 54Q: 3 clusters Score -3.659646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413558 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -36596476.000000 Penalty: 6415.495117
	Iteration 55Q: 3 clusters Score -3.659648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413559 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36596480.000000 Penalty: 6415.495117
	Iteration 56Q: 3 clusters Score -3.659648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413559 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36596476.000000 Penalty: 6415.495117
	Iteration 57Q: 3 clusters Score -3.659648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413559 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36596476.000000 Penalty: 6415.495117
	Iteration 58F: 3 clusters Score -3.659648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Entering Unmasked Estep 
Score: -1422600.875000 Penalty: 2407.649414
	Iteration 0F: 2 clusters Score -1422601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1410814.000000 Penalty: 4815.298828
	Iteration 0F: 3 clusters Score -1410814 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1414700.500000 Penalty: 4815.298828
	Iteration 1F: 3 clusters Score -1414700 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1415112.250000 Penalty: 4815.298828
	Iteration 2F: 3 clusters Score -1415112 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1415529.625000 Penalty: 4815.298828
	Iteration 3F: 3 clusters Score -1415530 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1416011.000000 Penalty: 4815.298828
	Iteration 4F: 3 clusters Score -1416011 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1416523.125000 Penalty: 4815.298828
	Iteration 5F: 3 clusters Score -1416523 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1417034.250000 Penalty: 4815.298828
	Iteration 6Q: 3 clusters Score -1417034 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1417520.375000 Penalty: 4815.298828
	Iteration 7Q: 3 clusters Score -1417520 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1418010.625000 Penalty: 4815.298828
	Iteration 8Q: 3 clusters Score -1418011 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1418465.750000 Penalty: 4815.298828
	Iteration 9Q: 3 clusters Score -1418466 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1418823.125000 Penalty: 4815.298828
	Iteration 10Q: 3 clusters Score -1418823 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1419118.125000 Penalty: 4815.298828
	Iteration 11Q: 3 clusters Score -1419118 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1419347.125000 Penalty: 4815.298828
	Iteration 12Q: 3 clusters Score -1419347 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1419546.750000 Penalty: 4815.298828
	Iteration 13Q: 3 clusters Score -1419547 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1419711.750000 Penalty: 4815.298828
	Iteration 14Q: 3 clusters Score -1419712 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1419843.000000 Penalty: 4815.298828
	Iteration 15Q: 3 clusters Score -1419843 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1419954.125000 Penalty: 4815.298828
	Iteration 16Q: 3 clusters Score -1419954 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1420068.625000 Penalty: 4815.298828
	Iteration 17Q: 3 clusters Score -1420069 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1420166.125000 Penalty: 4815.298828
	Iteration 18Q: 3 clusters Score -1420166 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1420240.375000 Penalty: 4815.298828
	Iteration 19Q: 3 clusters Score -1420240 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1420306.625000 Penalty: 4815.298828
	Iteration 20F: 3 clusters Score -1420307 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1420367.125000 Penalty: 4815.298828
	Iteration 21Q: 3 clusters Score -1420367 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1420428.625000 Penalty: 4815.298828
	Iteration 22Q: 3 clusters Score -1420429 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1420497.375000 Penalty: 4815.298828
	Iteration 23Q: 3 clusters Score -1420497 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1420578.875000 Penalty: 4815.298828
	Iteration 24Q: 3 clusters Score -1420579 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1420650.375000 Penalty: 4815.298828
	Iteration 25Q: 3 clusters Score -1420650 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1420720.125000 Penalty: 4815.298828
	Iteration 26Q: 3 clusters Score -1420720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1420778.125000 Penalty: 4815.298828
	Iteration 27Q: 3 clusters Score -1420778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1420817.625000 Penalty: 4815.298828
	Iteration 28Q: 3 clusters Score -1420818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1420850.375000 Penalty: 4815.298828
	Iteration 29Q: 3 clusters Score -1420850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1420877.125000 Penalty: 4815.298828
	Iteration 30Q: 3 clusters Score -1420877 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1420905.250000 Penalty: 4815.298828
	Iteration 31Q: 3 clusters Score -1420905 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1420936.125000 Penalty: 4815.298828
	Iteration 32Q: 3 clusters Score -1420936 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1420960.625000 Penalty: 4815.298828
	Iteration 33Q: 3 clusters Score -1420961 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1420978.000000 Penalty: 4815.298828
	Iteration 34Q: 3 clusters Score -1420978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1420994.375000 Penalty: 4815.298828
	Iteration 35Q: 3 clusters Score -1420994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1421009.000000 Penalty: 4815.298828
	Iteration 36Q: 3 clusters Score -1421009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1421019.500000 Penalty: 4815.298828
	Iteration 37Q: 3 clusters Score -1421020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1421027.750000 Penalty: 4815.298828
	Iteration 38Q: 3 clusters Score -1421028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1421032.250000 Penalty: 4815.298828
	Iteration 39Q: 3 clusters Score -1421032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1421036.750000 Penalty: 4815.298828
	Iteration 40F: 3 clusters Score -1421037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1421041.750000 Penalty: 4815.298828
	Iteration 41Q: 3 clusters Score -1421042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1421046.000000 Penalty: 4815.298828
	Iteration 42Q: 3 clusters Score -1421046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1421050.500000 Penalty: 4815.298828
	Iteration 43Q: 3 clusters Score -1421050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1421049.375000 Penalty: 4815.298828
	Iteration 44Q: 3 clusters Score -1421049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1421051.250000 Penalty: 4815.298828
	Iteration 45Q: 3 clusters Score -1421051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1421055.500000 Penalty: 4815.298828
	Iteration 46Q: 3 clusters Score -1421056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1421055.125000 Penalty: 4815.298828
	Iteration 47Q: 3 clusters Score -1421055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1421058.375000 Penalty: 4815.298828
	Iteration 48Q: 3 clusters Score -1421058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1421058.375000 Penalty: 4815.298828
	Iteration 49Q: 3 clusters Score -1421058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1421061.875000 Penalty: 4815.298828
	Iteration 50Q: 3 clusters Score -1421062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1421063.250000 Penalty: 4815.298828
	Iteration 51Q: 3 clusters Score -1421063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1421061.750000 Penalty: 4815.298828
	Iteration 52Q: 3 clusters Score -1421062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1421063.250000 Penalty: 4815.298828
	Iteration 53Q: 3 clusters Score -1421063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1421066.500000 Penalty: 4815.298828
	Iteration 54Q: 3 clusters Score -1421066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1421064.125000 Penalty: 4815.298828
	Iteration 55Q: 3 clusters Score -1421064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1421064.625000 Penalty: 4815.298828
	Iteration 56Q: 3 clusters Score -1421065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1421066.500000 Penalty: 4815.298828
	Iteration 57Q: 3 clusters Score -1421066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1421067.000000 Penalty: 4815.298828
	Iteration 58Q: 3 clusters Score -1421067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1421066.750000 Penalty: 4815.298828
	Iteration 59Q: 3 clusters Score -1421067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1421067.000000 Penalty: 4815.298828
	Iteration 60F: 3 clusters Score -1421067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (401071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401071 members 
Entering Unmasked Estep 
Score: -35216764.000000 Penalty: 3199.669678
	Iteration 0F: 2 clusters Score -3.521676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200504 members 
Mstep: Class 2 contains 200567 members 
Entering Unmasked Estep 
Score: -34946392.000000 Penalty: 6399.339355
	Iteration 0F: 3 clusters Score -3.494639e+07 nChanged 195194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207210 members 
Mstep: Class 2 contains 193861 members 
Entering Unmasked Estep 
Score: -35063584.000000 Penalty: 6399.339355
	Iteration 1F: 3 clusters Score -3.506358e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211015 members 
Mstep: Class 2 contains 190056 members 
Entering Unmasked Estep 
Score: -35066200.000000 Penalty: 6399.339355
	Iteration 2Q: 3 clusters Score -3.50662e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216869 members 
Mstep: Class 2 contains 184202 members 
Entering Unmasked Estep 
Score: -35070564.000000 Penalty: 6399.339355
	Iteration 3Q: 3 clusters Score -3.507056e+07 nChanged 17178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225353 members 
Mstep: Class 2 contains 175718 members 
Entering Unmasked Estep 
Score: -35076820.000000 Penalty: 6399.339355
	Iteration 4Q: 3 clusters Score -3.507682e+07 nChanged 21406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237821 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -35087248.000000 Penalty: 6399.339355
	Iteration 5F: 3 clusters Score -3.508725e+07 nChanged 25034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254251 members 
Mstep: Class 2 contains 146820 members 
Entering Unmasked Estep 
Score: -35100468.000000 Penalty: 6399.339355
	Iteration 6F: 3 clusters Score -3.510047e+07 nChanged 27542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274313 members 
Mstep: Class 2 contains 126758 members 
Entering Unmasked Estep 
Score: -35117292.000000 Penalty: 6399.339355
	Iteration 7F: 3 clusters Score -3.511729e+07 nChanged 27127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296066 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -35135144.000000 Penalty: 6399.339355
	Iteration 8F: 3 clusters Score -3.513514e+07 nChanged 24202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317400 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -35150944.000000 Penalty: 6399.339355
	Iteration 9F: 3 clusters Score -3.515094e+07 nChanged 20820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337294 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -35165864.000000 Penalty: 6399.339355
	Iteration 10F: 3 clusters Score -3.516586e+07 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354873 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -35179344.000000 Penalty: 6399.339355
	Iteration 11Q: 3 clusters Score -3.517934e+07 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369401 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -35190940.000000 Penalty: 6399.339355
	Iteration 12Q: 3 clusters Score -3.519094e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380313 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -35200076.000000 Penalty: 6399.339355
	Iteration 13Q: 3 clusters Score -3.520008e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387691 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -35206288.000000 Penalty: 6399.339355
	Iteration 14Q: 3 clusters Score -3.520629e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392007 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -35210244.000000 Penalty: 6399.339355
	Iteration 15Q: 3 clusters Score -3.521024e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394102 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -35212568.000000 Penalty: 6399.339355
	Iteration 16Q: 3 clusters Score -3.521257e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394840 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -35213920.000000 Penalty: 6399.339355
	Iteration 17Q: 3 clusters Score -3.521392e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395016 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -35214440.000000 Penalty: 6399.339355
	Iteration 18Q: 3 clusters Score -3.521444e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394942 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -35214772.000000 Penalty: 6399.339355
	Iteration 19Q: 3 clusters Score -3.521477e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394791 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -35214960.000000 Penalty: 6399.339355
	Iteration 20F: 3 clusters Score -3.521496e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394605 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -35215124.000000 Penalty: 6399.339355
	Iteration 21Q: 3 clusters Score -3.521512e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394414 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -35215268.000000 Penalty: 6399.339355
	Iteration 22Q: 3 clusters Score -3.521527e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394224 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -35215428.000000 Penalty: 6399.339355
	Iteration 23Q: 3 clusters Score -3.521543e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394031 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -35215520.000000 Penalty: 6399.339355
	Iteration 24Q: 3 clusters Score -3.521552e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393833 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -35215560.000000 Penalty: 6399.339355
	Iteration 25Q: 3 clusters Score -3.521556e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393644 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -35215580.000000 Penalty: 6399.339355
	Iteration 26Q: 3 clusters Score -3.521558e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393456 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -35215676.000000 Penalty: 6399.339355
	Iteration 27Q: 3 clusters Score -3.521568e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393241 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -35215740.000000 Penalty: 6399.339355
	Iteration 28Q: 3 clusters Score -3.521574e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393022 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -35215752.000000 Penalty: 6399.339355
	Iteration 29Q: 3 clusters Score -3.521575e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392783 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -35215792.000000 Penalty: 6399.339355
	Iteration 30Q: 3 clusters Score -3.521579e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392516 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -35215908.000000 Penalty: 6399.339355
	Iteration 31Q: 3 clusters Score -3.521591e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392260 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -35215940.000000 Penalty: 6399.339355
	Iteration 32Q: 3 clusters Score -3.521594e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391995 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -35216024.000000 Penalty: 6399.339355
	Iteration 33Q: 3 clusters Score -3.521602e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391717 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -35216032.000000 Penalty: 6399.339355
	Iteration 34Q: 3 clusters Score -3.521603e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391410 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -35216088.000000 Penalty: 6399.339355
	Iteration 35Q: 3 clusters Score -3.521609e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391125 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -35216096.000000 Penalty: 6399.339355
	Iteration 36Q: 3 clusters Score -3.52161e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390856 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -35216148.000000 Penalty: 6399.339355
	Iteration 37Q: 3 clusters Score -3.521615e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390574 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -35216144.000000 Penalty: 6399.339355
	Iteration 38Q: 3 clusters Score -3.521614e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390290 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -35216212.000000 Penalty: 6399.339355
	Iteration 39Q: 3 clusters Score -3.521621e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390002 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -35216220.000000 Penalty: 6399.339355
	Iteration 40F: 3 clusters Score -3.521622e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389713 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -35216264.000000 Penalty: 6399.339355
	Iteration 41Q: 3 clusters Score -3.521626e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389410 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -35216304.000000 Penalty: 6399.339355
	Iteration 42Q: 3 clusters Score -3.52163e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389082 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -35216328.000000 Penalty: 6399.339355
	Iteration 43Q: 3 clusters Score -3.521633e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388743 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -35216376.000000 Penalty: 6399.339355
	Iteration 44Q: 3 clusters Score -3.521638e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388381 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -35216492.000000 Penalty: 6399.339355
	Iteration 45Q: 3 clusters Score -3.521649e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388019 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -35216440.000000 Penalty: 6399.339355
	Iteration 46Q: 3 clusters Score -3.521644e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387639 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -35216488.000000 Penalty: 6399.339355
	Iteration 47Q: 3 clusters Score -3.521649e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387239 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -35216548.000000 Penalty: 6399.339355
	Iteration 48Q: 3 clusters Score -3.521655e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386812 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -35216656.000000 Penalty: 6399.339355
	Iteration 49Q: 3 clusters Score -3.521666e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386399 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -35216624.000000 Penalty: 6399.339355
	Iteration 50Q: 3 clusters Score -3.521662e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385965 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -35216792.000000 Penalty: 6399.339355
	Iteration 51Q: 3 clusters Score -3.521679e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385517 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -35216824.000000 Penalty: 6399.339355
	Iteration 52Q: 3 clusters Score -3.521682e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385088 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -35216876.000000 Penalty: 6399.339355
	Iteration 53Q: 3 clusters Score -3.521688e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384672 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -35216980.000000 Penalty: 6399.339355
	Iteration 54Q: 3 clusters Score -3.521698e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384266 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -35217056.000000 Penalty: 6399.339355
	Iteration 55Q: 3 clusters Score -3.521706e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383872 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -35217088.000000 Penalty: 6399.339355
	Iteration 56Q: 3 clusters Score -3.521709e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383496 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -35217084.000000 Penalty: 6399.339355
	Iteration 57Q: 3 clusters Score -3.521708e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383093 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -35217028.000000 Penalty: 6399.339355
	Iteration 58Q: 3 clusters Score -3.521703e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382667 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -35216936.000000 Penalty: 6399.339355
	Iteration 59Q: 3 clusters Score -3.521694e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382223 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -35217064.000000 Penalty: 6399.339355
	Iteration 60F: 3 clusters Score -3.521706e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381814 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -35217144.000000 Penalty: 6399.339355
	Iteration 61Q: 3 clusters Score -3.521714e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381386 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -35217128.000000 Penalty: 6399.339355
	Iteration 62Q: 3 clusters Score -3.521713e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380915 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -35217160.000000 Penalty: 6399.339355
	Iteration 63Q: 3 clusters Score -3.521716e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380431 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -35217212.000000 Penalty: 6399.339355
	Iteration 64Q: 3 clusters Score -3.521721e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379964 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -35217344.000000 Penalty: 6399.339355
	Iteration 65Q: 3 clusters Score -3.521734e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379509 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -35217344.000000 Penalty: 6399.339355
	Iteration 66Q: 3 clusters Score -3.521734e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379086 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -35217312.000000 Penalty: 6399.339355
	Iteration 67Q: 3 clusters Score -3.521731e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378630 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -35217448.000000 Penalty: 6399.339355
	Iteration 68Q: 3 clusters Score -3.521745e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378173 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -35217460.000000 Penalty: 6399.339355
	Iteration 69Q: 3 clusters Score -3.521746e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377688 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -35217552.000000 Penalty: 6399.339355
	Iteration 70Q: 3 clusters Score -3.521755e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377228 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -35217644.000000 Penalty: 6399.339355
	Iteration 71Q: 3 clusters Score -3.521764e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376753 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -35217660.000000 Penalty: 6399.339355
	Iteration 72Q: 3 clusters Score -3.521766e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376295 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -35217724.000000 Penalty: 6399.339355
	Iteration 73Q: 3 clusters Score -3.521772e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375873 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -35217776.000000 Penalty: 6399.339355
	Iteration 74Q: 3 clusters Score -3.521778e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375474 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -35217804.000000 Penalty: 6399.339355
	Iteration 75Q: 3 clusters Score -3.52178e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375082 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -35217824.000000 Penalty: 6399.339355
	Iteration 76Q: 3 clusters Score -3.521782e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374676 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -35217956.000000 Penalty: 6399.339355
	Iteration 77Q: 3 clusters Score -3.521796e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374267 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -35218040.000000 Penalty: 6399.339355
	Iteration 78Q: 3 clusters Score -3.521804e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373831 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -35218028.000000 Penalty: 6399.339355
	Iteration 79Q: 3 clusters Score -3.521803e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373469 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -35217936.000000 Penalty: 6399.339355
	Iteration 80F: 3 clusters Score -3.521794e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373073 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -35217972.000000 Penalty: 6399.339355
	Iteration 81Q: 3 clusters Score -3.521797e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372697 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -35217980.000000 Penalty: 6399.339355
	Iteration 82Q: 3 clusters Score -3.521798e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372338 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -35218092.000000 Penalty: 6399.339355
	Iteration 83Q: 3 clusters Score -3.521809e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372008 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -35218016.000000 Penalty: 6399.339355
	Iteration 84Q: 3 clusters Score -3.521802e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371654 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -35218072.000000 Penalty: 6399.339355
	Iteration 85Q: 3 clusters Score -3.521807e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371306 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -35218140.000000 Penalty: 6399.339355
	Iteration 86Q: 3 clusters Score -3.521814e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370995 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -35218156.000000 Penalty: 6399.339355
	Iteration 87Q: 3 clusters Score -3.521816e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370698 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -35218148.000000 Penalty: 6399.339355
	Iteration 88Q: 3 clusters Score -3.521815e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370392 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -35218256.000000 Penalty: 6399.339355
	Iteration 89Q: 3 clusters Score -3.521826e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370100 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -35218248.000000 Penalty: 6399.339355
	Iteration 90Q: 3 clusters Score -3.521825e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369819 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -35218252.000000 Penalty: 6399.339355
	Iteration 91Q: 3 clusters Score -3.521825e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369546 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -35218232.000000 Penalty: 6399.339355
	Iteration 92Q: 3 clusters Score -3.521823e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369259 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -35218228.000000 Penalty: 6399.339355
	Iteration 93Q: 3 clusters Score -3.521823e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368985 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -35218188.000000 Penalty: 6399.339355
	Iteration 94Q: 3 clusters Score -3.521819e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368737 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -35218244.000000 Penalty: 6399.339355
	Iteration 95Q: 3 clusters Score -3.521824e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368512 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -35218280.000000 Penalty: 6399.339355
	Iteration 96Q: 3 clusters Score -3.521828e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368310 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -35218332.000000 Penalty: 6399.339355
	Iteration 97Q: 3 clusters Score -3.521833e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368100 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -35218404.000000 Penalty: 6399.339355
	Iteration 98Q: 3 clusters Score -3.52184e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367905 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -35218460.000000 Penalty: 6399.339355
	Iteration 99Q: 3 clusters Score -3.521846e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367729 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -35218408.000000 Penalty: 6399.339355
	Iteration 100F: 3 clusters Score -3.521841e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367560 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -35218428.000000 Penalty: 6399.339355
	Iteration 101Q: 3 clusters Score -3.521843e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367402 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -35218432.000000 Penalty: 6399.339355
	Iteration 102Q: 3 clusters Score -3.521843e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367246 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -35218412.000000 Penalty: 6399.339355
	Iteration 103Q: 3 clusters Score -3.521841e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367076 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -35218432.000000 Penalty: 6399.339355
	Iteration 104Q: 3 clusters Score -3.521843e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366903 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -35218384.000000 Penalty: 6399.339355
	Iteration 105Q: 3 clusters Score -3.521838e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366741 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -35218412.000000 Penalty: 6399.339355
	Iteration 106Q: 3 clusters Score -3.521841e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366586 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -35218456.000000 Penalty: 6399.339355
	Iteration 107Q: 3 clusters Score -3.521846e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366448 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -35218464.000000 Penalty: 6399.339355
	Iteration 108Q: 3 clusters Score -3.521846e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366316 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -35218552.000000 Penalty: 6399.339355
	Iteration 109Q: 3 clusters Score -3.521855e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366191 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -35218488.000000 Penalty: 6399.339355
	Iteration 110Q: 3 clusters Score -3.521849e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366071 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -35218516.000000 Penalty: 6399.339355
	Iteration 111Q: 3 clusters Score -3.521852e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365961 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -35218488.000000 Penalty: 6399.339355
	Iteration 112Q: 3 clusters Score -3.521849e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365849 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -35218500.000000 Penalty: 6399.339355
	Iteration 113Q: 3 clusters Score -3.52185e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365746 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -35218456.000000 Penalty: 6399.339355
	Iteration 114Q: 3 clusters Score -3.521846e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365641 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -35218476.000000 Penalty: 6399.339355
	Iteration 115Q: 3 clusters Score -3.521848e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365547 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -35218504.000000 Penalty: 6399.339355
	Iteration 116Q: 3 clusters Score -3.52185e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365457 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -35218452.000000 Penalty: 6399.339355
	Iteration 117Q: 3 clusters Score -3.521845e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365357 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -35218536.000000 Penalty: 6399.339355
	Iteration 118Q: 3 clusters Score -3.521854e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365265 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -35218516.000000 Penalty: 6399.339355
	Iteration 119Q: 3 clusters Score -3.521852e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365177 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -35218512.000000 Penalty: 6399.339355
	Iteration 120F: 3 clusters Score -3.521851e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365078 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -35218536.000000 Penalty: 6399.339355
	Iteration 121Q: 3 clusters Score -3.521854e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364987 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -35218560.000000 Penalty: 6399.339355
	Iteration 122Q: 3 clusters Score -3.521856e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364895 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -35218516.000000 Penalty: 6399.339355
	Iteration 123Q: 3 clusters Score -3.521852e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364791 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -35218516.000000 Penalty: 6399.339355
	Iteration 124Q: 3 clusters Score -3.521852e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364682 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -35218512.000000 Penalty: 6399.339355
	Iteration 125Q: 3 clusters Score -3.521851e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364557 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -35218548.000000 Penalty: 6399.339355
	Iteration 126Q: 3 clusters Score -3.521855e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364438 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -35218564.000000 Penalty: 6399.339355
	Iteration 127Q: 3 clusters Score -3.521856e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364333 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -35218552.000000 Penalty: 6399.339355
	Iteration 128Q: 3 clusters Score -3.521855e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364233 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -35218536.000000 Penalty: 6399.339355
	Iteration 129Q: 3 clusters Score -3.521854e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364140 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -35218608.000000 Penalty: 6399.339355
	Iteration 130Q: 3 clusters Score -3.521861e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364059 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -35218568.000000 Penalty: 6399.339355
	Iteration 131Q: 3 clusters Score -3.521857e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363984 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -35218604.000000 Penalty: 6399.339355
	Iteration 132Q: 3 clusters Score -3.52186e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363910 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -35218616.000000 Penalty: 6399.339355
	Iteration 133Q: 3 clusters Score -3.521862e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363852 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -35218628.000000 Penalty: 6399.339355
	Iteration 134Q: 3 clusters Score -3.521863e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363795 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -35218616.000000 Penalty: 6399.339355
	Iteration 135Q: 3 clusters Score -3.521862e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363731 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -35218620.000000 Penalty: 6399.339355
	Iteration 136Q: 3 clusters Score -3.521862e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363670 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -35218608.000000 Penalty: 6399.339355
	Iteration 137Q: 3 clusters Score -3.521861e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363612 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -35218564.000000 Penalty: 6399.339355
	Iteration 138Q: 3 clusters Score -3.521856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363558 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -35218592.000000 Penalty: 6399.339355
	Iteration 139Q: 3 clusters Score -3.521859e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363494 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -35218640.000000 Penalty: 6399.339355
	Iteration 140F: 3 clusters Score -3.521864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363435 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -35218640.000000 Penalty: 6399.339355
	Iteration 141Q: 3 clusters Score -3.521864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363366 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -35218628.000000 Penalty: 6399.339355
	Iteration 142Q: 3 clusters Score -3.521863e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363295 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -35218636.000000 Penalty: 6399.339355
	Iteration 143Q: 3 clusters Score -3.521864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363221 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -35218656.000000 Penalty: 6399.339355
	Iteration 144Q: 3 clusters Score -3.521866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363161 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -35218616.000000 Penalty: 6399.339355
	Iteration 145Q: 3 clusters Score -3.521862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363095 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -35218644.000000 Penalty: 6399.339355
	Iteration 146Q: 3 clusters Score -3.521864e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363029 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -35218696.000000 Penalty: 6399.339355
	Iteration 147Q: 3 clusters Score -3.52187e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362956 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -35218716.000000 Penalty: 6399.339355
	Iteration 148Q: 3 clusters Score -3.521872e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362889 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -35218672.000000 Penalty: 6399.339355
	Iteration 149Q: 3 clusters Score -3.521867e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362814 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -35218716.000000 Penalty: 6399.339355
	Iteration 150Q: 3 clusters Score -3.521872e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362745 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -35218688.000000 Penalty: 6399.339355
	Iteration 151Q: 3 clusters Score -3.521869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362683 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -35218688.000000 Penalty: 6399.339355
	Iteration 152Q: 3 clusters Score -3.521869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362623 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -35218712.000000 Penalty: 6399.339355
	Iteration 153Q: 3 clusters Score -3.521871e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362564 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -35218720.000000 Penalty: 6399.339355
	Iteration 154Q: 3 clusters Score -3.521872e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362520 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -35218680.000000 Penalty: 6399.339355
	Iteration 155Q: 3 clusters Score -3.521868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362476 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -35218700.000000 Penalty: 6399.339355
	Iteration 156Q: 3 clusters Score -3.52187e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362434 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -35218692.000000 Penalty: 6399.339355
	Iteration 157Q: 3 clusters Score -3.521869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362400 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -35218672.000000 Penalty: 6399.339355
	Iteration 158Q: 3 clusters Score -3.521867e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362359 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -35218644.000000 Penalty: 6399.339355
	Iteration 159Q: 3 clusters Score -3.521864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362325 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -35218628.000000 Penalty: 6399.339355
	Iteration 160F: 3 clusters Score -3.521863e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362292 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -35218644.000000 Penalty: 6399.339355
	Iteration 161Q: 3 clusters Score -3.521864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362264 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -35218644.000000 Penalty: 6399.339355
	Iteration 162Q: 3 clusters Score -3.521864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362236 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -35218648.000000 Penalty: 6399.339355
	Iteration 163Q: 3 clusters Score -3.521865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362214 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -35218660.000000 Penalty: 6399.339355
	Iteration 164Q: 3 clusters Score -3.521866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362189 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -35218640.000000 Penalty: 6399.339355
	Iteration 165Q: 3 clusters Score -3.521864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362167 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -35218652.000000 Penalty: 6399.339355
	Iteration 166Q: 3 clusters Score -3.521865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362148 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -35218656.000000 Penalty: 6399.339355
	Iteration 167Q: 3 clusters Score -3.521866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362124 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -35218648.000000 Penalty: 6399.339355
	Iteration 168Q: 3 clusters Score -3.521865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362100 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -35218636.000000 Penalty: 6399.339355
	Iteration 169Q: 3 clusters Score -3.521864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362076 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -35218644.000000 Penalty: 6399.339355
	Iteration 170Q: 3 clusters Score -3.521864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362053 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -35218624.000000 Penalty: 6399.339355
	Iteration 171Q: 3 clusters Score -3.521862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362036 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -35218624.000000 Penalty: 6399.339355
	Iteration 172Q: 3 clusters Score -3.521862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362013 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -35218656.000000 Penalty: 6399.339355
	Iteration 173Q: 3 clusters Score -3.521866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361986 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -35218644.000000 Penalty: 6399.339355
	Iteration 174Q: 3 clusters Score -3.521864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361951 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -35218624.000000 Penalty: 6399.339355
	Iteration 175Q: 3 clusters Score -3.521862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361928 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -35218632.000000 Penalty: 6399.339355
	Iteration 176Q: 3 clusters Score -3.521863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361900 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -35218608.000000 Penalty: 6399.339355
	Iteration 177Q: 3 clusters Score -3.521861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361870 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -35218560.000000 Penalty: 6399.339355
	Iteration 178Q: 3 clusters Score -3.521856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361845 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -35218556.000000 Penalty: 6399.339355
	Iteration 179Q: 3 clusters Score -3.521856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361829 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -35218572.000000 Penalty: 6399.339355
	Iteration 180F: 3 clusters Score -3.521857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361808 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -35218540.000000 Penalty: 6399.339355
	Iteration 181Q: 3 clusters Score -3.521854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361784 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -35218520.000000 Penalty: 6399.339355
	Iteration 182Q: 3 clusters Score -3.521852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361758 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -35218576.000000 Penalty: 6399.339355
	Iteration 183Q: 3 clusters Score -3.521858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361738 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -35218576.000000 Penalty: 6399.339355
	Iteration 184Q: 3 clusters Score -3.521858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361717 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -35218572.000000 Penalty: 6399.339355
	Iteration 185Q: 3 clusters Score -3.521857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361699 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -35218540.000000 Penalty: 6399.339355
	Iteration 186Q: 3 clusters Score -3.521854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361690 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -35218548.000000 Penalty: 6399.339355
	Iteration 187Q: 3 clusters Score -3.521855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361678 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -35218556.000000 Penalty: 6399.339355
	Iteration 188Q: 3 clusters Score -3.521856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361671 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -35218580.000000 Penalty: 6399.339355
	Iteration 189Q: 3 clusters Score -3.521858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361665 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -35218560.000000 Penalty: 6399.339355
	Iteration 190Q: 3 clusters Score -3.521856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361662 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -35218580.000000 Penalty: 6399.339355
	Iteration 191Q: 3 clusters Score -3.521858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361661 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -35218572.000000 Penalty: 6399.339355
	Iteration 192Q: 3 clusters Score -3.521857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361660 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -35218576.000000 Penalty: 6399.339355
	Iteration 193Q: 3 clusters Score -3.521858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361658 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -35218564.000000 Penalty: 6399.339355
	Iteration 194Q: 3 clusters Score -3.521856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361656 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -35218580.000000 Penalty: 6399.339355
	Iteration 195Q: 3 clusters Score -3.521858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361654 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -35218572.000000 Penalty: 6399.339355
	Iteration 196Q: 3 clusters Score -3.521857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361651 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -35218556.000000 Penalty: 6399.339355
	Iteration 197Q: 3 clusters Score -3.521856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361649 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -35218572.000000 Penalty: 6399.339355
	Iteration 198Q: 3 clusters Score -3.521857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361645 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -35218584.000000 Penalty: 6399.339355
	Iteration 199Q: 3 clusters Score -3.521858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361641 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -35218580.000000 Penalty: 6399.339355
	Iteration 200F: 3 clusters Score -3.521858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361639 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -35218548.000000 Penalty: 6399.339355
	Iteration 201Q: 3 clusters Score -3.521855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361636 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -35218572.000000 Penalty: 6399.339355
	Iteration 202Q: 3 clusters Score -3.521857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361636 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -35218572.000000 Penalty: 6399.339355
	Iteration 203F: 3 clusters Score -3.521857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 361636 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 17156 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 11358 members 
Mstep: Class 36 contains 3657 members 
Mstep: Class 37 contains 39435 members 
Entering Unmasked Estep 
Score: -112990168.000000 Penalty: 129393.078125
Splitting cluster 24 changes total score from -112987688.000000 to -112990168.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -176544.031250 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -176544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -173890.906250 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -173890.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -174388.093750 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -174388.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -174527.125000 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -174527.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -174602.703125 Penalty: 3790.692139
	Iteration 3Q: 3 clusters Score -174602.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -174659.890625 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -174659.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -174702.437500 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -174702.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -174729.593750 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -174729.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -174742.875000 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -174742.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -174755.453125 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -174755.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -174767.906250 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -174767.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -174777.578125 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -174777.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -174788.359375 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -174788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174792.109375 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -174792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -174799.546875 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -174799.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -174806.437500 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -174806.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -174813.953125 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -174814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -174817.671875 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -174817.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -174821.500000 Penalty: 3790.692139
	Iteration 17Q: 3 clusters Score -174821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -174823.359375 Penalty: 3790.692139
	Iteration 18Q: 3 clusters Score -174823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -174827.187500 Penalty: 3790.692139
	Iteration 19Q: 3 clusters Score -174827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174830.687500 Penalty: 3790.692139
	Iteration 20F: 3 clusters Score -174830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -174835.562500 Penalty: 3790.692139
	Iteration 21Q: 3 clusters Score -174835.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -174840.281250 Penalty: 3790.692139
	Iteration 22Q: 3 clusters Score -174840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -174842.093750 Penalty: 3790.692139
	Iteration 23Q: 3 clusters Score -174842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174843.078125 Penalty: 3790.692139
	Iteration 24Q: 3 clusters Score -174843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -174845.750000 Penalty: 3790.692139
	Iteration 25Q: 3 clusters Score -174845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174848.671875 Penalty: 3790.692139
	Iteration 26Q: 3 clusters Score -174848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174854.093750 Penalty: 3790.692139
	Iteration 27Q: 3 clusters Score -174854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174863.625000 Penalty: 3790.692139
	Iteration 28Q: 3 clusters Score -174863.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -174869.859375 Penalty: 3790.692139
	Iteration 29Q: 3 clusters Score -174869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -174873.546875 Penalty: 3790.692139
	Iteration 30Q: 3 clusters Score -174873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174877.828125 Penalty: 3790.692139
	Iteration 31Q: 3 clusters Score -174877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174880.765625 Penalty: 3790.692139
	Iteration 32Q: 3 clusters Score -174880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -174882.843750 Penalty: 3790.692139
	Iteration 33Q: 3 clusters Score -174882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -174884.640625 Penalty: 3790.692139
	Iteration 34Q: 3 clusters Score -174884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -174884.968750 Penalty: 3790.692139
	Iteration 35Q: 3 clusters Score -174885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -174886.218750 Penalty: 3790.692139
	Iteration 36Q: 3 clusters Score -174886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -174886.812500 Penalty: 3790.692139
	Iteration 37Q: 3 clusters Score -174886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -174886.812500 Penalty: 3790.692139
	Iteration 38F: 3 clusters Score -174886.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Entering Unmasked Estep 
Score: -535593.875000 Penalty: 2186.542725
	Iteration 0F: 2 clusters Score -535593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -530032.812500 Penalty: 4373.085449
	Iteration 0F: 3 clusters Score -530032.8 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -531685.062500 Penalty: 4373.085449
	Iteration 1F: 3 clusters Score -531685.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -532288.750000 Penalty: 4373.085449
	Iteration 2F: 3 clusters Score -532288.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -532790.562500 Penalty: 4373.085449
	Iteration 3F: 3 clusters Score -532790.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -533169.000000 Penalty: 4373.085449
	Iteration 4F: 3 clusters Score -533169 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -533408.437500 Penalty: 4373.085449
	Iteration 5F: 3 clusters Score -533408.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -533562.375000 Penalty: 4373.085449
	Iteration 6Q: 3 clusters Score -533562.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -533660.062500 Penalty: 4373.085449
	Iteration 7Q: 3 clusters Score -533660.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -533725.812500 Penalty: 4373.085449
	Iteration 8Q: 3 clusters Score -533725.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -533769.500000 Penalty: 4373.085449
	Iteration 9Q: 3 clusters Score -533769.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -533808.062500 Penalty: 4373.085449
	Iteration 10Q: 3 clusters Score -533808.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -533836.062500 Penalty: 4373.085449
	Iteration 11Q: 3 clusters Score -533836.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -533870.062500 Penalty: 4373.085449
	Iteration 12Q: 3 clusters Score -533870.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -533913.750000 Penalty: 4373.085449
	Iteration 13Q: 3 clusters Score -533913.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -533975.500000 Penalty: 4373.085449
	Iteration 14Q: 3 clusters Score -533975.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -534024.062500 Penalty: 4373.085449
	Iteration 15Q: 3 clusters Score -534024.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -534060.937500 Penalty: 4373.085449
	Iteration 16Q: 3 clusters Score -534060.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -534086.312500 Penalty: 4373.085449
	Iteration 17Q: 3 clusters Score -534086.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -534103.062500 Penalty: 4373.085449
	Iteration 18Q: 3 clusters Score -534103.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -534116.187500 Penalty: 4373.085449
	Iteration 19Q: 3 clusters Score -534116.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -534130.687500 Penalty: 4373.085449
	Iteration 20F: 3 clusters Score -534130.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -534139.812500 Penalty: 4373.085449
	Iteration 21Q: 3 clusters Score -534139.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -534147.562500 Penalty: 4373.085449
	Iteration 22Q: 3 clusters Score -534147.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -534153.562500 Penalty: 4373.085449
	Iteration 23Q: 3 clusters Score -534153.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -534159.750000 Penalty: 4373.085449
	Iteration 24Q: 3 clusters Score -534159.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -534162.062500 Penalty: 4373.085449
	Iteration 25Q: 3 clusters Score -534162.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -534165.562500 Penalty: 4373.085449
	Iteration 26Q: 3 clusters Score -534165.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -534167.000000 Penalty: 4373.085449
	Iteration 27Q: 3 clusters Score -534167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -534170.187500 Penalty: 4373.085449
	Iteration 28Q: 3 clusters Score -534170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -534175.125000 Penalty: 4373.085449
	Iteration 29Q: 3 clusters Score -534175.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -534180.625000 Penalty: 4373.085449
	Iteration 30Q: 3 clusters Score -534180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -534180.375000 Penalty: 4373.085449
	Iteration 31Q: 3 clusters Score -534180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -534181.500000 Penalty: 4373.085449
	Iteration 32Q: 3 clusters Score -534181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -534182.375000 Penalty: 4373.085449
	Iteration 33Q: 3 clusters Score -534182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -534182.187500 Penalty: 4373.085449
	Iteration 34Q: 3 clusters Score -534182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -534183.062500 Penalty: 4373.085449
	Iteration 35Q: 3 clusters Score -534183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -534183.750000 Penalty: 4373.085449
	Iteration 36Q: 3 clusters Score -534183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -534184.937500 Penalty: 4373.085449
	Iteration 37Q: 3 clusters Score -534184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -534185.062500 Penalty: 4373.085449
	Iteration 38Q: 3 clusters Score -534185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -534185.125000 Penalty: 4373.085449
	Iteration 39Q: 3 clusters Score -534185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -534184.312500 Penalty: 4373.085449
	Iteration 40F: 3 clusters Score -534184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -534184.937500 Penalty: 4373.085449
	Iteration 41Q: 3 clusters Score -534184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -534185.000000 Penalty: 4373.085449
	Iteration 42Q: 3 clusters Score -534185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -534186.312500 Penalty: 4373.085449
	Iteration 43Q: 3 clusters Score -534186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -534186.312500 Penalty: 4373.085449
	Iteration 44F: 3 clusters Score -534186.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Entering Unmasked Estep 
Score: -1948867.875000 Penalty: 2479.566406
	Iteration 0F: 2 clusters Score -1948868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1933450.375000 Penalty: 4959.132812
	Iteration 0F: 3 clusters Score -1933450 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1938746.375000 Penalty: 4959.132812
	Iteration 1F: 3 clusters Score -1938746 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1939171.125000 Penalty: 4959.132812
	Iteration 2F: 3 clusters Score -1939171 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1939516.375000 Penalty: 4959.132812
	Iteration 3Q: 3 clusters Score -1939516 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1939849.000000 Penalty: 4959.132812
	Iteration 4Q: 3 clusters Score -1939849 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1940262.000000 Penalty: 4959.132812
	Iteration 5Q: 3 clusters Score -1940262 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1940773.750000 Penalty: 4959.132812
	Iteration 6Q: 3 clusters Score -1940774 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1941408.750000 Penalty: 4959.132812
	Iteration 7Q: 3 clusters Score -1941409 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1942243.250000 Penalty: 4959.132812
	Iteration 8F: 3 clusters Score -1942243 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1943227.750000 Penalty: 4959.132812
	Iteration 9F: 3 clusters Score -1943228 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1944292.000000 Penalty: 4959.132812
	Iteration 10F: 3 clusters Score -1944292 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1945210.375000 Penalty: 4959.132812
	Iteration 11Q: 3 clusters Score -1945210 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -1945819.625000 Penalty: 4959.132812
	Iteration 12Q: 3 clusters Score -1945820 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -1946202.750000 Penalty: 4959.132812
	Iteration 13Q: 3 clusters Score -1946203 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1946396.500000 Penalty: 4959.132812
	Iteration 14Q: 3 clusters Score -1946396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -1946498.250000 Penalty: 4959.132812
	Iteration 15Q: 3 clusters Score -1946498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -1946554.875000 Penalty: 4959.132812
	Iteration 16Q: 3 clusters Score -1946555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -1946607.375000 Penalty: 4959.132812
	Iteration 17Q: 3 clusters Score -1946607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -1946630.625000 Penalty: 4959.132812
	Iteration 18Q: 3 clusters Score -1946631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1946649.875000 Penalty: 4959.132812
	Iteration 19Q: 3 clusters Score -1946650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -1946664.500000 Penalty: 4959.132812
	Iteration 20F: 3 clusters Score -1946664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1946672.750000 Penalty: 4959.132812
	Iteration 21Q: 3 clusters Score -1946673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -1946676.750000 Penalty: 4959.132812
	Iteration 22Q: 3 clusters Score -1946677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -1946682.250000 Penalty: 4959.132812
	Iteration 23Q: 3 clusters Score -1946682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -1946689.750000 Penalty: 4959.132812
	Iteration 24Q: 3 clusters Score -1946690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -1946689.750000 Penalty: 4959.132812
	Iteration 25F: 3 clusters Score -1946690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Entering Unmasked Estep 
Score: -2300222.000000 Penalty: 2526.947754
	Iteration 0F: 2 clusters Score -2300222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2281751.250000 Penalty: 5053.895508
	Iteration 0F: 3 clusters Score -2281751 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2288249.750000 Penalty: 5053.895508
	Iteration 1F: 3 clusters Score -2288250 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2288661.500000 Penalty: 5053.895508
	Iteration 2Q: 3 clusters Score -2288662 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2289029.750000 Penalty: 5053.895508
	Iteration 3Q: 3 clusters Score -2289030 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2289462.250000 Penalty: 5053.895508
	Iteration 4Q: 3 clusters Score -2289462 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2290008.750000 Penalty: 5053.895508
	Iteration 5Q: 3 clusters Score -2290009 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2290726.000000 Penalty: 5053.895508
	Iteration 6Q: 3 clusters Score -2290726 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2291763.250000 Penalty: 5053.895508
	Iteration 7F: 3 clusters Score -2291763 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2292996.250000 Penalty: 5053.895508
	Iteration 8F: 3 clusters Score -2292996 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2294224.750000 Penalty: 5053.895508
	Iteration 9F: 3 clusters Score -2294225 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2295269.500000 Penalty: 5053.895508
	Iteration 10Q: 3 clusters Score -2295270 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2296013.500000 Penalty: 5053.895508
	Iteration 11Q: 3 clusters Score -2296014 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2296583.250000 Penalty: 5053.895508
	Iteration 12Q: 3 clusters Score -2296583 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2297038.250000 Penalty: 5053.895508
	Iteration 13Q: 3 clusters Score -2297038 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2297444.750000 Penalty: 5053.895508
	Iteration 14Q: 3 clusters Score -2297445 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2297750.500000 Penalty: 5053.895508
	Iteration 15Q: 3 clusters Score -2297750 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2297996.750000 Penalty: 5053.895508
	Iteration 16Q: 3 clusters Score -2297997 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2298167.000000 Penalty: 5053.895508
	Iteration 17Q: 3 clusters Score -2298167 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2298292.500000 Penalty: 5053.895508
	Iteration 18Q: 3 clusters Score -2298292 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2298373.500000 Penalty: 5053.895508
	Iteration 19Q: 3 clusters Score -2298374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2298424.750000 Penalty: 5053.895508
	Iteration 20F: 3 clusters Score -2298425 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2298468.500000 Penalty: 5053.895508
	Iteration 21Q: 3 clusters Score -2298468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2298501.500000 Penalty: 5053.895508
	Iteration 22Q: 3 clusters Score -2298502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2298529.250000 Penalty: 5053.895508
	Iteration 23Q: 3 clusters Score -2298529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2298552.500000 Penalty: 5053.895508
	Iteration 24Q: 3 clusters Score -2298552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2298581.750000 Penalty: 5053.895508
	Iteration 25Q: 3 clusters Score -2298582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2298581.000000 Penalty: 5053.895508
	Iteration 26Q: 3 clusters Score -2298581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2298586.250000 Penalty: 5053.895508
	Iteration 27Q: 3 clusters Score -2298586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2298592.500000 Penalty: 5053.895508
	Iteration 28Q: 3 clusters Score -2298592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2298601.500000 Penalty: 5053.895508
	Iteration 29Q: 3 clusters Score -2298602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2298601.250000 Penalty: 5053.895508
	Iteration 30Q: 3 clusters Score -2298601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2298610.750000 Penalty: 5053.895508
	Iteration 31Q: 3 clusters Score -2298611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2298616.750000 Penalty: 5053.895508
	Iteration 32Q: 3 clusters Score -2298617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2298630.000000 Penalty: 5053.895508
	Iteration 33Q: 3 clusters Score -2298630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2298640.500000 Penalty: 5053.895508
	Iteration 34Q: 3 clusters Score -2298640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2298642.500000 Penalty: 5053.895508
	Iteration 35Q: 3 clusters Score -2298642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2298640.750000 Penalty: 5053.895508
	Iteration 36Q: 3 clusters Score -2298641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2298641.250000 Penalty: 5053.895508
	Iteration 37Q: 3 clusters Score -2298641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2298645.500000 Penalty: 5053.895508
	Iteration 38Q: 3 clusters Score -2298646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2298645.500000 Penalty: 5053.895508
	Iteration 39Q: 3 clusters Score -2298646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2298650.000000 Penalty: 5053.895508
	Iteration 40F: 3 clusters Score -2298650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2298646.500000 Penalty: 5053.895508
	Iteration 41Q: 3 clusters Score -2298646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2298652.250000 Penalty: 5053.895508
	Iteration 42Q: 3 clusters Score -2298652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2298653.500000 Penalty: 5053.895508
	Iteration 43Q: 3 clusters Score -2298654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2298651.250000 Penalty: 5053.895508
	Iteration 44Q: 3 clusters Score -2298651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2298651.250000 Penalty: 5053.895508
	Iteration 45F: 3 clusters Score -2298651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -262725.562500 Penalty: 2000.730835
	Iteration 0F: 2 clusters Score -262725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -259381.812500 Penalty: 4001.461670
	Iteration 0F: 3 clusters Score -259381.8 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -260138.453125 Penalty: 4001.461670
	Iteration 1F: 3 clusters Score -260138.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -260474.187500 Penalty: 4001.461670
	Iteration 2F: 3 clusters Score -260474.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -260805.406250 Penalty: 4001.461670
	Iteration 3F: 3 clusters Score -260805.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -261064.250000 Penalty: 4001.461670
	Iteration 4F: 3 clusters Score -261064.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -261242.046875 Penalty: 4001.461670
	Iteration 5F: 3 clusters Score -261242 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261379.515625 Penalty: 4001.461670
	Iteration 6Q: 3 clusters Score -261379.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -261473.500000 Penalty: 4001.461670
	Iteration 7Q: 3 clusters Score -261473.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -261542.375000 Penalty: 4001.461670
	Iteration 8Q: 3 clusters Score -261542.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -261593.656250 Penalty: 4001.461670
	Iteration 9Q: 3 clusters Score -261593.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -261633.609375 Penalty: 4001.461670
	Iteration 10Q: 3 clusters Score -261633.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -261661.859375 Penalty: 4001.461670
	Iteration 11Q: 3 clusters Score -261661.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -261690.781250 Penalty: 4001.461670
	Iteration 12Q: 3 clusters Score -261690.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -261721.296875 Penalty: 4001.461670
	Iteration 13Q: 3 clusters Score -261721.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -261762.171875 Penalty: 4001.461670
	Iteration 14Q: 3 clusters Score -261762.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -261797.437500 Penalty: 4001.461670
	Iteration 15Q: 3 clusters Score -261797.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -261822.875000 Penalty: 4001.461670
	Iteration 16Q: 3 clusters Score -261822.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -261842.109375 Penalty: 4001.461670
	Iteration 17Q: 3 clusters Score -261842.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -261853.046875 Penalty: 4001.461670
	Iteration 18Q: 3 clusters Score -261853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -261857.187500 Penalty: 4001.461670
	Iteration 19Q: 3 clusters Score -261857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -261859.625000 Penalty: 4001.461670
	Iteration 20F: 3 clusters Score -261859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -261860.937500 Penalty: 4001.461670
	Iteration 21Q: 3 clusters Score -261860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -261861.968750 Penalty: 4001.461670
	Iteration 22Q: 3 clusters Score -261862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -261861.968750 Penalty: 4001.461670
	Iteration 23F: 3 clusters Score -261862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Entering Unmasked Estep 
Score: -1545403.000000 Penalty: 2418.025635
	Iteration 0F: 2 clusters Score -1545403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1533276.625000 Penalty: 4836.051270
	Iteration 0F: 3 clusters Score -1533277 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1537198.250000 Penalty: 4836.051270
	Iteration 1F: 3 clusters Score -1537198 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1537866.500000 Penalty: 4836.051270
	Iteration 2F: 3 clusters Score -1537866 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1538903.125000 Penalty: 4836.051270
	Iteration 3F: 3 clusters Score -1538903 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1540424.875000 Penalty: 4836.051270
	Iteration 4F: 3 clusters Score -1540425 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1542357.000000 Penalty: 4836.051270
	Iteration 5F: 3 clusters Score -1542357 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1544148.625000 Penalty: 4836.051270
	Iteration 6F: 3 clusters Score -1544149 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1545162.875000 Penalty: 4836.051270
	Iteration 7F: 3 clusters Score -1545163 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1545585.875000 Penalty: 4836.051270
	Iteration 8Q: 3 clusters Score -1545586 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1545769.750000 Penalty: 4836.051270
	Iteration 9Q: 3 clusters Score -1545770 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1545835.750000 Penalty: 4836.051270
	Iteration 10Q: 3 clusters Score -1545836 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1545878.125000 Penalty: 4836.051270
	Iteration 11Q: 3 clusters Score -1545878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1545895.500000 Penalty: 4836.051270
	Iteration 12Q: 3 clusters Score -1545896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1545908.875000 Penalty: 4836.051270
	Iteration 13Q: 3 clusters Score -1545909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1545924.375000 Penalty: 4836.051270
	Iteration 14Q: 3 clusters Score -1545924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1545921.125000 Penalty: 4836.051270
	Iteration 15Q: 3 clusters Score -1545921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1545924.250000 Penalty: 4836.051270
	Iteration 16Q: 3 clusters Score -1545924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1545933.375000 Penalty: 4836.051270
	Iteration 17Q: 3 clusters Score -1545933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1545932.500000 Penalty: 4836.051270
	Iteration 18Q: 3 clusters Score -1545932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1545934.625000 Penalty: 4836.051270
	Iteration 19Q: 3 clusters Score -1545935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1545935.625000 Penalty: 4836.051270
	Iteration 20F: 3 clusters Score -1545936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1545937.000000 Penalty: 4836.051270
	Iteration 21Q: 3 clusters Score -1545937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1545932.875000 Penalty: 4836.051270
	Iteration 22Q: 3 clusters Score -1545933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1545932.625000 Penalty: 4836.051270
	Iteration 23Q: 3 clusters Score -1545933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1545936.125000 Penalty: 4836.051270
	Iteration 24Q: 3 clusters Score -1545936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1545939.125000 Penalty: 4836.051270
	Iteration 25Q: 3 clusters Score -1545939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1545942.000000 Penalty: 4836.051270
	Iteration 26Q: 3 clusters Score -1545942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1545942.250000 Penalty: 4836.051270
	Iteration 27Q: 3 clusters Score -1545942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1545947.000000 Penalty: 4836.051270
	Iteration 28Q: 3 clusters Score -1545947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1545947.000000 Penalty: 4836.051270
	Iteration 29F: 3 clusters Score -1545947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 361636 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 12299 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 2036 members 
Mstep: Class 35 contains 11358 members 
Mstep: Class 36 contains 3657 members 
Mstep: Class 37 contains 39435 members 
Mstep: Class 38 contains 4857 members 
Entering Unmasked Estep 
Score: -112989768.000000 Penalty: 132890.187500
Splitting cluster 30 changes total score from -112987688.000000 to -112989768.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 31 (8377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Entering Unmasked Estep 
Score: -728973.250000 Penalty: 2240.244873
	Iteration 0F: 2 clusters Score -728973.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -722340.437500 Penalty: 4480.489746
	Iteration 0F: 3 clusters Score -722340.4 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -724167.437500 Penalty: 4480.489746
	Iteration 1F: 3 clusters Score -724167.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -724405.500000 Penalty: 4480.489746
	Iteration 2F: 3 clusters Score -724405.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -724535.312500 Penalty: 4480.489746
	Iteration 3Q: 3 clusters Score -724535.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -724633.687500 Penalty: 4480.489746
	Iteration 4Q: 3 clusters Score -724633.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -724714.062500 Penalty: 4480.489746
	Iteration 5Q: 3 clusters Score -724714.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -724788.875000 Penalty: 4480.489746
	Iteration 6Q: 3 clusters Score -724788.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -724865.875000 Penalty: 4480.489746
	Iteration 7Q: 3 clusters Score -724865.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -724955.125000 Penalty: 4480.489746
	Iteration 8Q: 3 clusters Score -724955.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -725050.625000 Penalty: 4480.489746
	Iteration 9Q: 3 clusters Score -725050.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -725145.375000 Penalty: 4480.489746
	Iteration 10Q: 3 clusters Score -725145.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -725247.562500 Penalty: 4480.489746
	Iteration 11Q: 3 clusters Score -725247.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -725368.312500 Penalty: 4480.489746
	Iteration 12Q: 3 clusters Score -725368.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -725515.500000 Penalty: 4480.489746
	Iteration 13Q: 3 clusters Score -725515.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -725650.187500 Penalty: 4480.489746
	Iteration 14Q: 3 clusters Score -725650.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -725791.625000 Penalty: 4480.489746
	Iteration 15Q: 3 clusters Score -725791.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -725938.687500 Penalty: 4480.489746
	Iteration 16Q: 3 clusters Score -725938.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -726071.375000 Penalty: 4480.489746
	Iteration 17Q: 3 clusters Score -726071.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -726194.437500 Penalty: 4480.489746
	Iteration 18Q: 3 clusters Score -726194.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -726287.562500 Penalty: 4480.489746
	Iteration 19Q: 3 clusters Score -726287.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -726347.875000 Penalty: 4480.489746
	Iteration 20F: 3 clusters Score -726347.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -726398.437500 Penalty: 4480.489746
	Iteration 21Q: 3 clusters Score -726398.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -726446.750000 Penalty: 4480.489746
	Iteration 22Q: 3 clusters Score -726446.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -726492.687500 Penalty: 4480.489746
	Iteration 23Q: 3 clusters Score -726492.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -726530.375000 Penalty: 4480.489746
	Iteration 24Q: 3 clusters Score -726530.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -726566.750000 Penalty: 4480.489746
	Iteration 25Q: 3 clusters Score -726566.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -726601.000000 Penalty: 4480.489746
	Iteration 26Q: 3 clusters Score -726601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -726628.125000 Penalty: 4480.489746
	Iteration 27Q: 3 clusters Score -726628.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -726644.625000 Penalty: 4480.489746
	Iteration 28Q: 3 clusters Score -726644.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -726659.625000 Penalty: 4480.489746
	Iteration 29Q: 3 clusters Score -726659.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -726670.437500 Penalty: 4480.489746
	Iteration 30Q: 3 clusters Score -726670.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -726689.562500 Penalty: 4480.489746
	Iteration 31Q: 3 clusters Score -726689.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -726702.187500 Penalty: 4480.489746
	Iteration 32Q: 3 clusters Score -726702.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -726724.812500 Penalty: 4480.489746
	Iteration 33Q: 3 clusters Score -726724.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -726747.250000 Penalty: 4480.489746
	Iteration 34Q: 3 clusters Score -726747.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -726770.875000 Penalty: 4480.489746
	Iteration 35Q: 3 clusters Score -726770.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -726783.437500 Penalty: 4480.489746
	Iteration 36Q: 3 clusters Score -726783.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -726794.812500 Penalty: 4480.489746
	Iteration 37Q: 3 clusters Score -726794.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -726804.937500 Penalty: 4480.489746
	Iteration 38Q: 3 clusters Score -726804.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -726818.312500 Penalty: 4480.489746
	Iteration 39Q: 3 clusters Score -726818.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -726833.125000 Penalty: 4480.489746
	Iteration 40F: 3 clusters Score -726833.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -726844.687500 Penalty: 4480.489746
	Iteration 41Q: 3 clusters Score -726844.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -726860.000000 Penalty: 4480.489746
	Iteration 42Q: 3 clusters Score -726860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -726877.875000 Penalty: 4480.489746
	Iteration 43Q: 3 clusters Score -726877.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -726885.437500 Penalty: 4480.489746
	Iteration 44Q: 3 clusters Score -726885.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -726892.562500 Penalty: 4480.489746
	Iteration 45Q: 3 clusters Score -726892.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -726902.625000 Penalty: 4480.489746
	Iteration 46Q: 3 clusters Score -726902.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -726907.500000 Penalty: 4480.489746
	Iteration 47Q: 3 clusters Score -726907.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -726914.062500 Penalty: 4480.489746
	Iteration 48Q: 3 clusters Score -726914.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -726922.125000 Penalty: 4480.489746
	Iteration 49Q: 3 clusters Score -726922.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -726928.562500 Penalty: 4480.489746
	Iteration 50Q: 3 clusters Score -726928.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -726936.562500 Penalty: 4480.489746
	Iteration 51Q: 3 clusters Score -726936.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -726942.375000 Penalty: 4480.489746
	Iteration 52Q: 3 clusters Score -726942.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -726949.625000 Penalty: 4480.489746
	Iteration 53Q: 3 clusters Score -726949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -726952.750000 Penalty: 4480.489746
	Iteration 54Q: 3 clusters Score -726952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -726957.125000 Penalty: 4480.489746
	Iteration 55Q: 3 clusters Score -726957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -726960.812500 Penalty: 4480.489746
	Iteration 56Q: 3 clusters Score -726960.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -726965.812500 Penalty: 4480.489746
	Iteration 57Q: 3 clusters Score -726965.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -726969.687500 Penalty: 4480.489746
	Iteration 58Q: 3 clusters Score -726969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -726973.125000 Penalty: 4480.489746
	Iteration 59Q: 3 clusters Score -726973.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -726977.625000 Penalty: 4480.489746
	Iteration 60F: 3 clusters Score -726977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -726980.250000 Penalty: 4480.489746
	Iteration 61Q: 3 clusters Score -726980.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -726982.562500 Penalty: 4480.489746
	Iteration 62Q: 3 clusters Score -726982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -726982.750000 Penalty: 4480.489746
	Iteration 63Q: 3 clusters Score -726982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -726982.875000 Penalty: 4480.489746
	Iteration 64Q: 3 clusters Score -726982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -726983.812500 Penalty: 4480.489746
	Iteration 65Q: 3 clusters Score -726983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -726983.812500 Penalty: 4480.489746
	Iteration 66F: 3 clusters Score -726983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Entering Unmasked Estep 
Score: -819387.437500 Penalty: 2289.949219
	Iteration 0F: 2 clusters Score -819387.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -811554.750000 Penalty: 4579.898438
	Iteration 0F: 3 clusters Score -811554.8 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -813866.125000 Penalty: 4579.898438
	Iteration 1F: 3 clusters Score -813866.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -814223.750000 Penalty: 4579.898438
	Iteration 2F: 3 clusters Score -814223.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -814528.562500 Penalty: 4579.898438
	Iteration 3F: 3 clusters Score -814528.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -814795.625000 Penalty: 4579.898438
	Iteration 4Q: 3 clusters Score -814795.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -815056.562500 Penalty: 4579.898438
	Iteration 5Q: 3 clusters Score -815056.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -815327.062500 Penalty: 4579.898438
	Iteration 6Q: 3 clusters Score -815327.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -815577.562500 Penalty: 4579.898438
	Iteration 7Q: 3 clusters Score -815577.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -815834.250000 Penalty: 4579.898438
	Iteration 8Q: 3 clusters Score -815834.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -816069.625000 Penalty: 4579.898438
	Iteration 9Q: 3 clusters Score -816069.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -816267.062500 Penalty: 4579.898438
	Iteration 10Q: 3 clusters Score -816267.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -816429.375000 Penalty: 4579.898438
	Iteration 11Q: 3 clusters Score -816429.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -816576.812500 Penalty: 4579.898438
	Iteration 12Q: 3 clusters Score -816576.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -816692.437500 Penalty: 4579.898438
	Iteration 13Q: 3 clusters Score -816692.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -816782.562500 Penalty: 4579.898438
	Iteration 14Q: 3 clusters Score -816782.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -816865.375000 Penalty: 4579.898438
	Iteration 15Q: 3 clusters Score -816865.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -816928.187500 Penalty: 4579.898438
	Iteration 16Q: 3 clusters Score -816928.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -816975.750000 Penalty: 4579.898438
	Iteration 17Q: 3 clusters Score -816975.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -817035.875000 Penalty: 4579.898438
	Iteration 18Q: 3 clusters Score -817035.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -817092.000000 Penalty: 4579.898438
	Iteration 19Q: 3 clusters Score -817092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -817139.750000 Penalty: 4579.898438
	Iteration 20F: 3 clusters Score -817139.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -817176.437500 Penalty: 4579.898438
	Iteration 21Q: 3 clusters Score -817176.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -817208.500000 Penalty: 4579.898438
	Iteration 22Q: 3 clusters Score -817208.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -817230.750000 Penalty: 4579.898438
	Iteration 23Q: 3 clusters Score -817230.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -817245.437500 Penalty: 4579.898438
	Iteration 24Q: 3 clusters Score -817245.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -817260.687500 Penalty: 4579.898438
	Iteration 25Q: 3 clusters Score -817260.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -817274.812500 Penalty: 4579.898438
	Iteration 26Q: 3 clusters Score -817274.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -817292.000000 Penalty: 4579.898438
	Iteration 27Q: 3 clusters Score -817292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -817303.875000 Penalty: 4579.898438
	Iteration 28Q: 3 clusters Score -817303.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -817315.312500 Penalty: 4579.898438
	Iteration 29Q: 3 clusters Score -817315.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -817324.875000 Penalty: 4579.898438
	Iteration 30Q: 3 clusters Score -817324.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -817335.750000 Penalty: 4579.898438
	Iteration 31Q: 3 clusters Score -817335.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -817342.125000 Penalty: 4579.898438
	Iteration 32Q: 3 clusters Score -817342.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -817346.375000 Penalty: 4579.898438
	Iteration 33Q: 3 clusters Score -817346.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -817355.125000 Penalty: 4579.898438
	Iteration 34Q: 3 clusters Score -817355.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -817364.750000 Penalty: 4579.898438
	Iteration 35Q: 3 clusters Score -817364.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -817371.375000 Penalty: 4579.898438
	Iteration 36Q: 3 clusters Score -817371.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -817376.750000 Penalty: 4579.898438
	Iteration 37Q: 3 clusters Score -817376.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -817378.625000 Penalty: 4579.898438
	Iteration 38Q: 3 clusters Score -817378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -817384.125000 Penalty: 4579.898438
	Iteration 39Q: 3 clusters Score -817384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -817387.812500 Penalty: 4579.898438
	Iteration 40F: 3 clusters Score -817387.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -817391.937500 Penalty: 4579.898438
	Iteration 41Q: 3 clusters Score -817391.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -817396.625000 Penalty: 4579.898438
	Iteration 42Q: 3 clusters Score -817396.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -817397.687500 Penalty: 4579.898438
	Iteration 43Q: 3 clusters Score -817397.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -817403.375000 Penalty: 4579.898438
	Iteration 44Q: 3 clusters Score -817403.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -817406.812500 Penalty: 4579.898438
	Iteration 45Q: 3 clusters Score -817406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -817413.375000 Penalty: 4579.898438
	Iteration 46Q: 3 clusters Score -817413.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -817415.812500 Penalty: 4579.898438
	Iteration 47Q: 3 clusters Score -817415.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -817419.062500 Penalty: 4579.898438
	Iteration 48Q: 3 clusters Score -817419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -817422.812500 Penalty: 4579.898438
	Iteration 49Q: 3 clusters Score -817422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -817424.687500 Penalty: 4579.898438
	Iteration 50Q: 3 clusters Score -817424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -817425.125000 Penalty: 4579.898438
	Iteration 51Q: 3 clusters Score -817425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -817426.000000 Penalty: 4579.898438
	Iteration 52Q: 3 clusters Score -817426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -817425.000000 Penalty: 4579.898438
	Iteration 53Q: 3 clusters Score -817425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -817426.562500 Penalty: 4579.898438
	Iteration 54Q: 3 clusters Score -817426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -817428.312500 Penalty: 4579.898438
	Iteration 55Q: 3 clusters Score -817428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -817427.000000 Penalty: 4579.898438
	Iteration 56Q: 3 clusters Score -817427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -817428.125000 Penalty: 4579.898438
	Iteration 57Q: 3 clusters Score -817428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -817428.125000 Penalty: 4579.898438
	Iteration 58F: 3 clusters Score -817428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Entering Unmasked Estep 
Score: -835147.125000 Penalty: 2293.938721
	Iteration 0F: 2 clusters Score -835147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -827221.687500 Penalty: 4587.877441
	Iteration 0F: 3 clusters Score -827221.7 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -829730.437500 Penalty: 4587.877441
	Iteration 1F: 3 clusters Score -829730.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -830177.500000 Penalty: 4587.877441
	Iteration 2F: 3 clusters Score -830177.5 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -830557.687500 Penalty: 4587.877441
	Iteration 3F: 3 clusters Score -830557.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -830864.500000 Penalty: 4587.877441
	Iteration 4F: 3 clusters Score -830864.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -831119.750000 Penalty: 4587.877441
	Iteration 5Q: 3 clusters Score -831119.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -831377.687500 Penalty: 4587.877441
	Iteration 6Q: 3 clusters Score -831377.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -831612.437500 Penalty: 4587.877441
	Iteration 7Q: 3 clusters Score -831612.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -831855.437500 Penalty: 4587.877441
	Iteration 8Q: 3 clusters Score -831855.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -832082.500000 Penalty: 4587.877441
	Iteration 9Q: 3 clusters Score -832082.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -832332.625000 Penalty: 4587.877441
	Iteration 10Q: 3 clusters Score -832332.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -832565.312500 Penalty: 4587.877441
	Iteration 11Q: 3 clusters Score -832565.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -832740.000000 Penalty: 4587.877441
	Iteration 12Q: 3 clusters Score -832740 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -832885.062500 Penalty: 4587.877441
	Iteration 13Q: 3 clusters Score -832885.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -833037.437500 Penalty: 4587.877441
	Iteration 14Q: 3 clusters Score -833037.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -833209.812500 Penalty: 4587.877441
	Iteration 15Q: 3 clusters Score -833209.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -833353.312500 Penalty: 4587.877441
	Iteration 16Q: 3 clusters Score -833353.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -833455.625000 Penalty: 4587.877441
	Iteration 17Q: 3 clusters Score -833455.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -833528.437500 Penalty: 4587.877441
	Iteration 18Q: 3 clusters Score -833528.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -833579.687500 Penalty: 4587.877441
	Iteration 19Q: 3 clusters Score -833579.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -833609.500000 Penalty: 4587.877441
	Iteration 20F: 3 clusters Score -833609.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -833635.250000 Penalty: 4587.877441
	Iteration 21Q: 3 clusters Score -833635.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -833659.312500 Penalty: 4587.877441
	Iteration 22Q: 3 clusters Score -833659.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -833676.187500 Penalty: 4587.877441
	Iteration 23Q: 3 clusters Score -833676.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -833690.125000 Penalty: 4587.877441
	Iteration 24Q: 3 clusters Score -833690.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -833701.312500 Penalty: 4587.877441
	Iteration 25Q: 3 clusters Score -833701.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -833715.250000 Penalty: 4587.877441
	Iteration 26Q: 3 clusters Score -833715.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -833724.312500 Penalty: 4587.877441
	Iteration 27Q: 3 clusters Score -833724.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -833730.687500 Penalty: 4587.877441
	Iteration 28Q: 3 clusters Score -833730.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -833733.250000 Penalty: 4587.877441
	Iteration 29Q: 3 clusters Score -833733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -833734.375000 Penalty: 4587.877441
	Iteration 30Q: 3 clusters Score -833734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -833734.750000 Penalty: 4587.877441
	Iteration 31Q: 3 clusters Score -833734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -833740.937500 Penalty: 4587.877441
	Iteration 32Q: 3 clusters Score -833740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -833741.375000 Penalty: 4587.877441
	Iteration 33Q: 3 clusters Score -833741.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -833743.125000 Penalty: 4587.877441
	Iteration 34Q: 3 clusters Score -833743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -833743.750000 Penalty: 4587.877441
	Iteration 35Q: 3 clusters Score -833743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -833744.625000 Penalty: 4587.877441
	Iteration 36Q: 3 clusters Score -833744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -833748.562500 Penalty: 4587.877441
	Iteration 37Q: 3 clusters Score -833748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -833748.812500 Penalty: 4587.877441
	Iteration 38Q: 3 clusters Score -833748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -833749.437500 Penalty: 4587.877441
	Iteration 39Q: 3 clusters Score -833749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -833751.812500 Penalty: 4587.877441
	Iteration 40F: 3 clusters Score -833751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -833753.125000 Penalty: 4587.877441
	Iteration 41Q: 3 clusters Score -833753.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -833756.875000 Penalty: 4587.877441
	Iteration 42Q: 3 clusters Score -833756.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -833755.062500 Penalty: 4587.877441
	Iteration 43Q: 3 clusters Score -833755.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -833760.500000 Penalty: 4587.877441
	Iteration 44Q: 3 clusters Score -833760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -833761.375000 Penalty: 4587.877441
	Iteration 45Q: 3 clusters Score -833761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -833764.312500 Penalty: 4587.877441
	Iteration 46Q: 3 clusters Score -833764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -833764.062500 Penalty: 4587.877441
	Iteration 47Q: 3 clusters Score -833764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -833764.937500 Penalty: 4587.877441
	Iteration 48Q: 3 clusters Score -833764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -833763.937500 Penalty: 4587.877441
	Iteration 49Q: 3 clusters Score -833763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -833766.125000 Penalty: 4587.877441
	Iteration 50Q: 3 clusters Score -833766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -833766.375000 Penalty: 4587.877441
	Iteration 51Q: 3 clusters Score -833766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -833767.937500 Penalty: 4587.877441
	Iteration 52Q: 3 clusters Score -833767.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -833767.937500 Penalty: 4587.877441
	Iteration 53F: 3 clusters Score -833767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Entering Unmasked Estep 
Score: -158710.531250 Penalty: 1889.448120
	Iteration 0F: 2 clusters Score -158710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -156111.093750 Penalty: 3778.896240
	Iteration 0F: 3 clusters Score -156111.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156607.406250 Penalty: 3778.896240
	Iteration 1F: 3 clusters Score -156607.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -156753.796875 Penalty: 3778.896240
	Iteration 2F: 3 clusters Score -156753.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -156855.328125 Penalty: 3778.896240
	Iteration 3Q: 3 clusters Score -156855.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -156976.546875 Penalty: 3778.896240
	Iteration 4Q: 3 clusters Score -156976.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -157126.562500 Penalty: 3778.896240
	Iteration 5Q: 3 clusters Score -157126.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -157339.609375 Penalty: 3778.896240
	Iteration 6F: 3 clusters Score -157339.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -157671.281250 Penalty: 3778.896240
	Iteration 7F: 3 clusters Score -157671.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -157998.250000 Penalty: 3778.896240
	Iteration 8F: 3 clusters Score -157998.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -158267.328125 Penalty: 3778.896240
	Iteration 9F: 3 clusters Score -158267.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -158494.734375 Penalty: 3778.896240
	Iteration 10Q: 3 clusters Score -158494.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -158642.781250 Penalty: 3778.896240
	Iteration 11Q: 3 clusters Score -158642.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158704.656250 Penalty: 3778.896240
	Iteration 12Q: 3 clusters Score -158704.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -158722.078125 Penalty: 3778.896240
	Iteration 13Q: 3 clusters Score -158722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -158737.031250 Penalty: 3778.896240
	Iteration 14Q: 3 clusters Score -158737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -158749.859375 Penalty: 3778.896240
	Iteration 15Q: 3 clusters Score -158749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -158759.078125 Penalty: 3778.896240
	Iteration 16Q: 3 clusters Score -158759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -158762.843750 Penalty: 3778.896240
	Iteration 17Q: 3 clusters Score -158762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -158765.000000 Penalty: 3778.896240
	Iteration 18Q: 3 clusters Score -158765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158767.812500 Penalty: 3778.896240
	Iteration 19Q: 3 clusters Score -158767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -158768.812500 Penalty: 3778.896240
	Iteration 20F: 3 clusters Score -158768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158770.062500 Penalty: 3778.896240
	Iteration 21Q: 3 clusters Score -158770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158770.062500 Penalty: 3778.896240
	Iteration 22F: 3 clusters Score -158770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 361636 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 12299 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 1057 members 
Mstep: Class 35 contains 11358 members 
Mstep: Class 36 contains 3657 members 
Mstep: Class 37 contains 39435 members 
Mstep: Class 38 contains 4857 members 
Mstep: Class 39 contains 979 members 
Entering Unmasked Estep 
Score: -112988272.000000 Penalty: 136387.296875
Splitting cluster 34 changes total score from -112987688.000000 to -112988272.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9506 members 
Mstep: Class 3 contains 17990 members 
Mstep: Class 4 contains 3996 members 
Mstep: Class 5 contains 14166 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 53644 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 15629 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 14871 members 
Mstep: Class 17 contains 97102 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 25711 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 414350 members 
Mstep: Class 23 contains 16453 members 
Mstep: Class 24 contains 361636 members 
Mstep: Class 25 contains 2085 members 
Mstep: Class 26 contains 6746 members 
Mstep: Class 27 contains 21988 members 
Mstep: Class 28 contains 26617 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 12299 members 
Mstep: Class 31 contains 8377 members 
Mstep: Class 32 contains 10236 members 
Mstep: Class 33 contains 10402 members 
Mstep: Class 34 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112993120.000000 Penalty: 136387.296875
Iteration 79Q: 40 clusters Score -1.129931e+08 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9509 members 
Mstep: Class 3 contains 17974 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 14908 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 9220 members 
Mstep: Class 8 contains 7231 members 
Mstep: Class 9 contains 29739 members 
Mstep: Class 10 contains 53642 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 15637 members 
Mstep: Class 14 contains 17544 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 15000 members 
Mstep: Class 17 contains 98624 members 
Mstep: Class 18 contains 6586 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 26019 members 
Mstep: Class 21 contains 5812 members 
Mstep: Class 22 contains 414745 members 
Mstep: Class 23 contains 16483 members 
Mstep: Class 24 contains 357676 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 6799 members 
Mstep: Class 27 contains 22084 members 
Mstep: Class 28 contains 26590 members 
Mstep: Class 29 contains 3194 members 
Mstep: Class 30 contains 13107 members 
Mstep: Class 31 contains 8378 members 
Mstep: Class 32 contains 10275 members 
Mstep: Class 33 contains 10501 members 
Mstep: Class 34 contains 1055 members 
Mstep: Class 35 contains 11031 members 
Mstep: Class 36 contains 3478 members 
Mstep: Class 37 contains 38643 members 
Mstep: Class 38 contains 4802 members 
Mstep: Class 39 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112996752.000000 Penalty: 136387.296875
Iteration 80F: 40 clusters Score -1.129968e+08 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9489 members 
Mstep: Class 3 contains 17892 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 5 contains 15278 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 9160 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 29615 members 
Mstep: Class 10 contains 53636 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 15669 members 
Mstep: Class 14 contains 17391 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 99136 members 
Mstep: Class 18 contains 6588 members 
Mstep: Class 19 contains 12960 members 
Mstep: Class 20 contains 26136 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 414896 members 
Mstep: Class 23 contains 16462 members 
Mstep: Class 24 contains 354497 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 6755 members 
Mstep: Class 27 contains 22144 members 
Mstep: Class 28 contains 26531 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 13415 members 
Mstep: Class 31 contains 8355 members 
Mstep: Class 32 contains 10292 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 1071 members 
Mstep: Class 35 contains 11050 members 
Mstep: Class 36 contains 3724 members 
Mstep: Class 37 contains 40405 members 
Mstep: Class 38 contains 4846 members 
Mstep: Class 39 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112998096.000000 Penalty: 136387.296875
Iteration 81Q: 40 clusters Score -1.129981e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 17822 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 15657 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 9121 members 
Mstep: Class 8 contains 7259 members 
Mstep: Class 9 contains 29509 members 
Mstep: Class 10 contains 53617 members 
Mstep: Class 11 contains 9998 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 15708 members 
Mstep: Class 14 contains 17328 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 14938 members 
Mstep: Class 17 contains 99504 members 
Mstep: Class 18 contains 6602 members 
Mstep: Class 19 contains 12949 members 
Mstep: Class 20 contains 26227 members 
Mstep: Class 21 contains 6180 members 
Mstep: Class 22 contains 414933 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 352049 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 6735 members 
Mstep: Class 27 contains 22190 members 
Mstep: Class 28 contains 26475 members 
Mstep: Class 29 contains 3129 members 
Mstep: Class 30 contains 13698 members 
Mstep: Class 31 contains 8336 members 
Mstep: Class 32 contains 10320 members 
Mstep: Class 33 contains 10570 members 
Mstep: Class 34 contains 1084 members 
Mstep: Class 35 contains 11048 members 
Mstep: Class 36 contains 3831 members 
Mstep: Class 37 contains 41651 members 
Mstep: Class 38 contains 4848 members 
Mstep: Class 39 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999168.000000 Penalty: 136387.296875
Iteration 82Q: 40 clusters Score -1.129992e+08 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9419 members 
Mstep: Class 3 contains 17766 members 
Mstep: Class 4 contains 3925 members 
Mstep: Class 5 contains 15958 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 9091 members 
Mstep: Class 8 contains 7256 members 
Mstep: Class 9 contains 29431 members 
Mstep: Class 10 contains 53609 members 
Mstep: Class 11 contains 9986 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 17289 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 14931 members 
Mstep: Class 17 contains 99696 members 
Mstep: Class 18 contains 6618 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 26294 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 414954 members 
Mstep: Class 23 contains 16439 members 
Mstep: Class 24 contains 349974 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 6723 members 
Mstep: Class 27 contains 22226 members 
Mstep: Class 28 contains 26428 members 
Mstep: Class 29 contains 3125 members 
Mstep: Class 30 contains 13939 members 
Mstep: Class 31 contains 8320 members 
Mstep: Class 32 contains 10357 members 
Mstep: Class 33 contains 10608 members 
Mstep: Class 34 contains 1108 members 
Mstep: Class 35 contains 11060 members 
Mstep: Class 36 contains 3875 members 
Mstep: Class 37 contains 42840 members 
Mstep: Class 38 contains 4845 members 
Mstep: Class 39 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112999968.000000 Penalty: 136387.296875
Iteration 83Q: 40 clusters Score -1.13e+08 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9404 members 
Mstep: Class 3 contains 17722 members 
Mstep: Class 4 contains 3926 members 
Mstep: Class 5 contains 16190 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 9053 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 29354 members 
Mstep: Class 10 contains 53597 members 
Mstep: Class 11 contains 9984 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 15751 members 
Mstep: Class 14 contains 17261 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 14942 members 
Mstep: Class 17 contains 99850 members 
Mstep: Class 18 contains 6615 members 
Mstep: Class 19 contains 12937 members 
Mstep: Class 20 contains 26307 members 
Mstep: Class 21 contains 6360 members 
Mstep: Class 22 contains 414976 members 
Mstep: Class 23 contains 16428 members 
Mstep: Class 24 contains 348221 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 6714 members 
Mstep: Class 27 contains 22258 members 
Mstep: Class 28 contains 26380 members 
Mstep: Class 29 contains 3119 members 
Mstep: Class 30 contains 14103 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 10400 members 
Mstep: Class 33 contains 10641 members 
Mstep: Class 34 contains 1133 members 
Mstep: Class 35 contains 11077 members 
Mstep: Class 36 contains 3898 members 
Mstep: Class 37 contains 43959 members 
Mstep: Class 38 contains 4838 members 
Mstep: Class 39 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000360.000000 Penalty: 136387.296875
Iteration 84Q: 40 clusters Score -1.130004e+08 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9390 members 
Mstep: Class 3 contains 17689 members 
Mstep: Class 4 contains 3926 members 
Mstep: Class 5 contains 16382 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 9020 members 
Mstep: Class 8 contains 7263 members 
Mstep: Class 9 contains 29304 members 
Mstep: Class 10 contains 53592 members 
Mstep: Class 11 contains 10008 members 
Mstep: Class 12 contains 2800 members 
Mstep: Class 13 contains 15780 members 
Mstep: Class 14 contains 17230 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 14940 members 
Mstep: Class 17 contains 100005 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 12938 members 
Mstep: Class 20 contains 26323 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 414987 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 346616 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 6698 members 
Mstep: Class 27 contains 22283 members 
Mstep: Class 28 contains 26335 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 14232 members 
Mstep: Class 31 contains 8275 members 
Mstep: Class 32 contains 10421 members 
Mstep: Class 33 contains 10664 members 
Mstep: Class 34 contains 1148 members 
Mstep: Class 35 contains 11093 members 
Mstep: Class 36 contains 3927 members 
Mstep: Class 37 contains 45026 members 
Mstep: Class 38 contains 4833 members 
Mstep: Class 39 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113000656.000000 Penalty: 136387.296875
Iteration 85Q: 40 clusters Score -1.130007e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9378 members 
Mstep: Class 3 contains 17657 members 
Mstep: Class 4 contains 3922 members 
Mstep: Class 5 contains 16543 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 29254 members 
Mstep: Class 10 contains 53586 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 17206 members 
Mstep: Class 15 contains 2609 members 
Mstep: Class 16 contains 14940 members 
Mstep: Class 17 contains 100114 members 
Mstep: Class 18 contains 6606 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 26309 members 
Mstep: Class 21 contains 6467 members 
Mstep: Class 22 contains 415002 members 
Mstep: Class 23 contains 16418 members 
Mstep: Class 24 contains 345166 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 6679 members 
Mstep: Class 27 contains 22305 members 
Mstep: Class 28 contains 26314 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 14337 members 
Mstep: Class 31 contains 8259 members 
Mstep: Class 32 contains 10447 members 
Mstep: Class 33 contains 10695 members 
Mstep: Class 34 contains 1158 members 
Mstep: Class 35 contains 11108 members 
Mstep: Class 36 contains 3947 members 
Mstep: Class 37 contains 46024 members 
Mstep: Class 38 contains 4832 members 
Mstep: Class 39 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001024.000000 Penalty: 136387.296875
Iteration 86Q: 40 clusters Score -1.13001e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9371 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 16673 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 29189 members 
Mstep: Class 10 contains 53582 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 15823 members 
Mstep: Class 14 contains 17201 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 14945 members 
Mstep: Class 17 contains 100197 members 
Mstep: Class 18 contains 6597 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 26292 members 
Mstep: Class 21 contains 6508 members 
Mstep: Class 22 contains 415022 members 
Mstep: Class 23 contains 16413 members 
Mstep: Class 24 contains 343828 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 6663 members 
Mstep: Class 27 contains 22317 members 
Mstep: Class 28 contains 26293 members 
Mstep: Class 29 contains 3117 members 
Mstep: Class 30 contains 14432 members 
Mstep: Class 31 contains 8242 members 
Mstep: Class 32 contains 10485 members 
Mstep: Class 33 contains 10720 members 
Mstep: Class 34 contains 1168 members 
Mstep: Class 35 contains 11115 members 
Mstep: Class 36 contains 3964 members 
Mstep: Class 37 contains 46992 members 
Mstep: Class 38 contains 4825 members 
Mstep: Class 39 contains 949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001176.000000 Penalty: 136387.296875
Iteration 87Q: 40 clusters Score -1.130012e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9353 members 
Mstep: Class 3 contains 17640 members 
Mstep: Class 4 contains 3914 members 
Mstep: Class 5 contains 16759 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 7276 members 
Mstep: Class 9 contains 29123 members 
Mstep: Class 10 contains 53580 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 15848 members 
Mstep: Class 14 contains 17201 members 
Mstep: Class 15 contains 2617 members 
Mstep: Class 16 contains 14945 members 
Mstep: Class 17 contains 100260 members 
Mstep: Class 18 contains 6595 members 
Mstep: Class 19 contains 12949 members 
Mstep: Class 20 contains 26288 members 
Mstep: Class 21 contains 6540 members 
Mstep: Class 22 contains 415060 members 
Mstep: Class 23 contains 16412 members 
Mstep: Class 24 contains 342648 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 6649 members 
Mstep: Class 27 contains 22321 members 
Mstep: Class 28 contains 26287 members 
Mstep: Class 29 contains 3116 members 
Mstep: Class 30 contains 14504 members 
Mstep: Class 31 contains 8212 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 10743 members 
Mstep: Class 34 contains 1178 members 
Mstep: Class 35 contains 11120 members 
Mstep: Class 36 contains 3989 members 
Mstep: Class 37 contains 47871 members 
Mstep: Class 38 contains 4816 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001368.000000 Penalty: 136387.296875
Iteration 88Q: 40 clusters Score -1.130014e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9344 members 
Mstep: Class 3 contains 17638 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 16828 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8960 members 
Mstep: Class 8 contains 7281 members 
Mstep: Class 9 contains 29058 members 
Mstep: Class 10 contains 53579 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 2753 members 
Mstep: Class 13 contains 15863 members 
Mstep: Class 14 contains 17202 members 
Mstep: Class 15 contains 2620 members 
Mstep: Class 16 contains 14950 members 
Mstep: Class 17 contains 100302 members 
Mstep: Class 18 contains 6593 members 
Mstep: Class 19 contains 12949 members 
Mstep: Class 20 contains 26274 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 415087 members 
Mstep: Class 23 contains 16410 members 
Mstep: Class 24 contains 341567 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 6651 members 
Mstep: Class 27 contains 22323 members 
Mstep: Class 28 contains 26267 members 
Mstep: Class 29 contains 3112 members 
Mstep: Class 30 contains 14576 members 
Mstep: Class 31 contains 8187 members 
Mstep: Class 32 contains 10529 members 
Mstep: Class 33 contains 10761 members 
Mstep: Class 34 contains 1195 members 
Mstep: Class 35 contains 11123 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 48720 members 
Mstep: Class 38 contains 4813 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001640.000000 Penalty: 136387.296875
Iteration 89Q: 40 clusters Score -1.130016e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9334 members 
Mstep: Class 3 contains 17635 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 16878 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 8949 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 29006 members 
Mstep: Class 10 contains 53580 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 2751 members 
Mstep: Class 13 contains 15877 members 
Mstep: Class 14 contains 17202 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 14953 members 
Mstep: Class 17 contains 100340 members 
Mstep: Class 18 contains 6595 members 
Mstep: Class 19 contains 12950 members 
Mstep: Class 20 contains 26254 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 415117 members 
Mstep: Class 23 contains 16404 members 
Mstep: Class 24 contains 340546 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 6648 members 
Mstep: Class 27 contains 22328 members 
Mstep: Class 28 contains 26253 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 14648 members 
Mstep: Class 31 contains 8165 members 
Mstep: Class 32 contains 10546 members 
Mstep: Class 33 contains 10781 members 
Mstep: Class 34 contains 1211 members 
Mstep: Class 35 contains 11129 members 
Mstep: Class 36 contains 4021 members 
Mstep: Class 37 contains 49531 members 
Mstep: Class 38 contains 4808 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001648.000000 Penalty: 136387.296875
Iteration 90Q: 40 clusters Score -1.130016e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 17624 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 16907 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8936 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 28955 members 
Mstep: Class 10 contains 53580 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 2747 members 
Mstep: Class 13 contains 15885 members 
Mstep: Class 14 contains 17198 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 14960 members 
Mstep: Class 17 contains 100364 members 
Mstep: Class 18 contains 6594 members 
Mstep: Class 19 contains 12949 members 
Mstep: Class 20 contains 26237 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 415134 members 
Mstep: Class 23 contains 16401 members 
Mstep: Class 24 contains 339569 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 6651 members 
Mstep: Class 27 contains 22333 members 
Mstep: Class 28 contains 26247 members 
Mstep: Class 29 contains 3109 members 
Mstep: Class 30 contains 14705 members 
Mstep: Class 31 contains 8150 members 
Mstep: Class 32 contains 10573 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 1232 members 
Mstep: Class 35 contains 11137 members 
Mstep: Class 36 contains 4036 members 
Mstep: Class 37 contains 50368 members 
Mstep: Class 38 contains 4803 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001736.000000 Penalty: 136387.296875
Iteration 91Q: 40 clusters Score -1.130017e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 17610 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 16936 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8929 members 
Mstep: Class 8 contains 7285 members 
Mstep: Class 9 contains 28909 members 
Mstep: Class 10 contains 53581 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 15911 members 
Mstep: Class 14 contains 17197 members 
Mstep: Class 15 contains 2625 members 
Mstep: Class 16 contains 14956 members 
Mstep: Class 17 contains 100383 members 
Mstep: Class 18 contains 6595 members 
Mstep: Class 19 contains 12951 members 
Mstep: Class 20 contains 26217 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 415161 members 
Mstep: Class 23 contains 16403 members 
Mstep: Class 24 contains 338642 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 6650 members 
Mstep: Class 27 contains 22345 members 
Mstep: Class 28 contains 26246 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 14750 members 
Mstep: Class 31 contains 8144 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 10791 members 
Mstep: Class 34 contains 1254 members 
Mstep: Class 35 contains 11143 members 
Mstep: Class 36 contains 4042 members 
Mstep: Class 37 contains 51128 members 
Mstep: Class 38 contains 4799 members 
Mstep: Class 39 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001872.000000 Penalty: 136387.296875
Iteration 92Q: 40 clusters Score -1.130019e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9306 members 
Mstep: Class 3 contains 17598 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 16952 members 
Mstep: Class 6 contains 9895 members 
Mstep: Class 7 contains 8916 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 28882 members 
Mstep: Class 10 contains 53579 members 
Mstep: Class 11 contains 10042 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 15940 members 
Mstep: Class 14 contains 17185 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 16 contains 14957 members 
Mstep: Class 17 contains 100417 members 
Mstep: Class 18 contains 6591 members 
Mstep: Class 19 contains 12951 members 
Mstep: Class 20 contains 26186 members 
Mstep: Class 21 contains 6633 members 
Mstep: Class 22 contains 415191 members 
Mstep: Class 23 contains 16400 members 
Mstep: Class 24 contains 337796 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 6642 members 
Mstep: Class 27 contains 22351 members 
Mstep: Class 28 contains 26240 members 
Mstep: Class 29 contains 3107 members 
Mstep: Class 30 contains 14793 members 
Mstep: Class 31 contains 8137 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 10804 members 
Mstep: Class 34 contains 1280 members 
Mstep: Class 35 contains 11153 members 
Mstep: Class 36 contains 4047 members 
Mstep: Class 37 contains 51814 members 
Mstep: Class 38 contains 4796 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002056.000000 Penalty: 136387.296875
Iteration 93Q: 40 clusters Score -1.130021e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9302 members 
Mstep: Class 3 contains 17591 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 16964 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 8903 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 28862 members 
Mstep: Class 10 contains 53579 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 15968 members 
Mstep: Class 14 contains 17178 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 14951 members 
Mstep: Class 17 contains 100458 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 12947 members 
Mstep: Class 20 contains 26161 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 415228 members 
Mstep: Class 23 contains 16400 members 
Mstep: Class 24 contains 337016 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 6631 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 26240 members 
Mstep: Class 29 contains 3105 members 
Mstep: Class 30 contains 14826 members 
Mstep: Class 31 contains 8127 members 
Mstep: Class 32 contains 10614 members 
Mstep: Class 33 contains 10817 members 
Mstep: Class 34 contains 1301 members 
Mstep: Class 35 contains 11158 members 
Mstep: Class 36 contains 4049 members 
Mstep: Class 37 contains 52431 members 
Mstep: Class 38 contains 4794 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113001968.000000 Penalty: 136387.296875
Iteration 94Q: 40 clusters Score -1.13002e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9294 members 
Mstep: Class 3 contains 17586 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 16957 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 8896 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 28838 members 
Mstep: Class 10 contains 53575 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 2738 members 
Mstep: Class 13 contains 15983 members 
Mstep: Class 14 contains 17174 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 14950 members 
Mstep: Class 17 contains 100473 members 
Mstep: Class 18 contains 6583 members 
Mstep: Class 19 contains 12942 members 
Mstep: Class 20 contains 26153 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 415252 members 
Mstep: Class 23 contains 16402 members 
Mstep: Class 24 contains 336364 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 22366 members 
Mstep: Class 28 contains 26238 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 14839 members 
Mstep: Class 31 contains 8123 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 10846 members 
Mstep: Class 34 contains 1319 members 
Mstep: Class 35 contains 11164 members 
Mstep: Class 36 contains 4049 members 
Mstep: Class 37 contains 52983 members 
Mstep: Class 38 contains 4793 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002104.000000 Penalty: 136387.296875
Iteration 95Q: 40 clusters Score -1.130021e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9285 members 
Mstep: Class 3 contains 17571 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 16951 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 7298 members 
Mstep: Class 9 contains 28828 members 
Mstep: Class 10 contains 53573 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 16006 members 
Mstep: Class 14 contains 17172 members 
Mstep: Class 15 contains 2635 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 100491 members 
Mstep: Class 18 contains 6583 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 26130 members 
Mstep: Class 21 contains 6704 members 
Mstep: Class 22 contains 415279 members 
Mstep: Class 23 contains 16395 members 
Mstep: Class 24 contains 335730 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 6610 members 
Mstep: Class 27 contains 22379 members 
Mstep: Class 28 contains 26237 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 14849 members 
Mstep: Class 31 contains 8118 members 
Mstep: Class 32 contains 10652 members 
Mstep: Class 33 contains 10858 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 11172 members 
Mstep: Class 36 contains 4048 members 
Mstep: Class 37 contains 53514 members 
Mstep: Class 38 contains 4790 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002384.000000 Penalty: 136387.296875
Iteration 96Q: 40 clusters Score -1.130024e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9276 members 
Mstep: Class 3 contains 17559 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 16954 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 8873 members 
Mstep: Class 8 contains 7298 members 
Mstep: Class 9 contains 28829 members 
Mstep: Class 10 contains 53571 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 2734 members 
Mstep: Class 13 contains 16012 members 
Mstep: Class 14 contains 17164 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 14944 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6579 members 
Mstep: Class 19 contains 12942 members 
Mstep: Class 20 contains 26112 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 415321 members 
Mstep: Class 23 contains 16396 members 
Mstep: Class 24 contains 335095 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 22398 members 
Mstep: Class 28 contains 26229 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 14865 members 
Mstep: Class 31 contains 8114 members 
Mstep: Class 32 contains 10664 members 
Mstep: Class 33 contains 10878 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 11175 members 
Mstep: Class 36 contains 4054 members 
Mstep: Class 37 contains 54040 members 
Mstep: Class 38 contains 4786 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002344.000000 Penalty: 136387.296875
Iteration 97Q: 40 clusters Score -1.130023e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 17553 members 
Mstep: Class 4 contains 3909 members 
Mstep: Class 5 contains 16960 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 8861 members 
Mstep: Class 8 contains 7302 members 
Mstep: Class 9 contains 28835 members 
Mstep: Class 10 contains 53567 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 16014 members 
Mstep: Class 14 contains 17158 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 100528 members 
Mstep: Class 18 contains 6575 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 26093 members 
Mstep: Class 21 contains 6724 members 
Mstep: Class 22 contains 415340 members 
Mstep: Class 23 contains 16389 members 
Mstep: Class 24 contains 334572 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 6599 members 
Mstep: Class 27 contains 22413 members 
Mstep: Class 28 contains 26226 members 
Mstep: Class 29 contains 3102 members 
Mstep: Class 30 contains 14871 members 
Mstep: Class 31 contains 8110 members 
Mstep: Class 32 contains 10683 members 
Mstep: Class 33 contains 10900 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 11181 members 
Mstep: Class 36 contains 4059 members 
Mstep: Class 37 contains 54476 members 
Mstep: Class 38 contains 4779 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002536.000000 Penalty: 136387.296875
Iteration 98Q: 40 clusters Score -1.130025e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 17548 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 16952 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 28833 members 
Mstep: Class 10 contains 53565 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 2731 members 
Mstep: Class 13 contains 16019 members 
Mstep: Class 14 contains 17151 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 16 contains 14948 members 
Mstep: Class 17 contains 100545 members 
Mstep: Class 18 contains 6577 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 26067 members 
Mstep: Class 21 contains 6733 members 
Mstep: Class 22 contains 415348 members 
Mstep: Class 23 contains 16389 members 
Mstep: Class 24 contains 334103 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 22420 members 
Mstep: Class 28 contains 26220 members 
Mstep: Class 29 contains 3101 members 
Mstep: Class 30 contains 14882 members 
Mstep: Class 31 contains 8108 members 
Mstep: Class 32 contains 10702 members 
Mstep: Class 33 contains 10922 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 11181 members 
Mstep: Class 36 contains 4066 members 
Mstep: Class 37 contains 54886 members 
Mstep: Class 38 contains 4774 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002440.000000 Penalty: 136387.296875
Iteration 99Q: 40 clusters Score -1.130024e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9267 members 
Mstep: Class 3 contains 17549 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 8840 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 28824 members 
Mstep: Class 10 contains 53563 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 2730 members 
Mstep: Class 13 contains 16023 members 
Mstep: Class 14 contains 17138 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 14947 members 
Mstep: Class 17 contains 100550 members 
Mstep: Class 18 contains 6577 members 
Mstep: Class 19 contains 12944 members 
Mstep: Class 20 contains 26031 members 
Mstep: Class 21 contains 6749 members 
Mstep: Class 22 contains 415349 members 
Mstep: Class 23 contains 16388 members 
Mstep: Class 24 contains 333664 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 6590 members 
Mstep: Class 27 contains 22426 members 
Mstep: Class 28 contains 26216 members 
Mstep: Class 29 contains 3100 members 
Mstep: Class 30 contains 14899 members 
Mstep: Class 31 contains 8109 members 
Mstep: Class 32 contains 10725 members 
Mstep: Class 33 contains 10948 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 11187 members 
Mstep: Class 36 contains 4070 members 
Mstep: Class 37 contains 55283 members 
Mstep: Class 38 contains 4771 members 
Mstep: Class 39 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002648.000000 Penalty: 136387.296875
Iteration 100F: 40 clusters Score -1.130026e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 9268 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 16958 members 
Mstep: Class 6 contains 9898 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 28813 members 
Mstep: Class 10 contains 53563 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 16030 members 
Mstep: Class 14 contains 17128 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 14949 members 
Mstep: Class 17 contains 100568 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 26003 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 415351 members 
Mstep: Class 23 contains 16383 members 
Mstep: Class 24 contains 333278 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 22430 members 
Mstep: Class 28 contains 26217 members 
Mstep: Class 29 contains 3098 members 
Mstep: Class 30 contains 14920 members 
Mstep: Class 31 contains 8097 members 
Mstep: Class 32 contains 10735 members 
Mstep: Class 33 contains 10971 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 11188 members 
Mstep: Class 36 contains 4064 members 
Mstep: Class 37 contains 55619 members 
Mstep: Class 38 contains 4769 members 
Mstep: Class 39 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002624.000000 Penalty: 136387.296875
Iteration 101Q: 40 clusters Score -1.130026e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 16964 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 28803 members 
Mstep: Class 10 contains 53562 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 16031 members 
Mstep: Class 14 contains 17121 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 14952 members 
Mstep: Class 17 contains 100570 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 12939 members 
Mstep: Class 20 contains 25964 members 
Mstep: Class 21 contains 6756 members 
Mstep: Class 22 contains 415363 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 332912 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 22433 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 3097 members 
Mstep: Class 30 contains 14936 members 
Mstep: Class 31 contains 8091 members 
Mstep: Class 32 contains 10746 members 
Mstep: Class 33 contains 11006 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 11190 members 
Mstep: Class 36 contains 4057 members 
Mstep: Class 37 contains 55939 members 
Mstep: Class 38 contains 4766 members 
Mstep: Class 39 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002856.000000 Penalty: 136387.296875
Iteration 102Q: 40 clusters Score -1.130029e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9265 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 16982 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 28790 members 
Mstep: Class 10 contains 53561 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 16030 members 
Mstep: Class 14 contains 17107 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 14951 members 
Mstep: Class 17 contains 100562 members 
Mstep: Class 18 contains 6582 members 
Mstep: Class 19 contains 12939 members 
Mstep: Class 20 contains 25927 members 
Mstep: Class 21 contains 6763 members 
Mstep: Class 22 contains 415371 members 
Mstep: Class 23 contains 16372 members 
Mstep: Class 24 contains 332607 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 22444 members 
Mstep: Class 28 contains 26217 members 
Mstep: Class 29 contains 3095 members 
Mstep: Class 30 contains 14957 members 
Mstep: Class 31 contains 8088 members 
Mstep: Class 32 contains 10751 members 
Mstep: Class 33 contains 11038 members 
Mstep: Class 34 contains 1431 members 
Mstep: Class 35 contains 11190 members 
Mstep: Class 36 contains 4048 members 
Mstep: Class 37 contains 56207 members 
Mstep: Class 38 contains 4761 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002600.000000 Penalty: 136387.296875
Iteration 103Q: 40 clusters Score -1.130026e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 17545 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 16993 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 8769 members 
Mstep: Class 8 contains 7298 members 
Mstep: Class 9 contains 28781 members 
Mstep: Class 10 contains 53562 members 
Mstep: Class 11 contains 10056 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 16037 members 
Mstep: Class 14 contains 17094 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 14951 members 
Mstep: Class 17 contains 100563 members 
Mstep: Class 18 contains 6580 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 25895 members 
Mstep: Class 21 contains 6774 members 
Mstep: Class 22 contains 415386 members 
Mstep: Class 23 contains 16366 members 
Mstep: Class 24 contains 332333 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 26219 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 14970 members 
Mstep: Class 31 contains 8078 members 
Mstep: Class 32 contains 10758 members 
Mstep: Class 33 contains 11068 members 
Mstep: Class 34 contains 1443 members 
Mstep: Class 35 contains 11189 members 
Mstep: Class 36 contains 4044 members 
Mstep: Class 37 contains 56438 members 
Mstep: Class 38 contains 4760 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002472.000000 Penalty: 136387.296875
Iteration 104Q: 40 clusters Score -1.130025e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 9258 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 17004 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 28774 members 
Mstep: Class 10 contains 53564 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 16047 members 
Mstep: Class 14 contains 17088 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 14955 members 
Mstep: Class 17 contains 100560 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 25857 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 415393 members 
Mstep: Class 23 contains 16360 members 
Mstep: Class 24 contains 332086 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 22457 members 
Mstep: Class 28 contains 26215 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 14970 members 
Mstep: Class 31 contains 8072 members 
Mstep: Class 32 contains 10768 members 
Mstep: Class 33 contains 11099 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 11192 members 
Mstep: Class 36 contains 4043 members 
Mstep: Class 37 contains 56666 members 
Mstep: Class 38 contains 4759 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002512.000000 Penalty: 136387.296875
Iteration 105Q: 40 clusters Score -1.130025e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 9255 members 
Mstep: Class 3 contains 17536 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 17009 members 
Mstep: Class 6 contains 9899 members 
Mstep: Class 7 contains 8727 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 28769 members 
Mstep: Class 10 contains 53561 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 2728 members 
Mstep: Class 13 contains 16060 members 
Mstep: Class 14 contains 17073 members 
Mstep: Class 15 contains 2651 members 
Mstep: Class 16 contains 14960 members 
Mstep: Class 17 contains 100556 members 
Mstep: Class 18 contains 6571 members 
Mstep: Class 19 contains 12938 members 
Mstep: Class 20 contains 25823 members 
Mstep: Class 21 contains 6792 members 
Mstep: Class 22 contains 415406 members 
Mstep: Class 23 contains 16361 members 
Mstep: Class 24 contains 331880 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 22461 members 
Mstep: Class 28 contains 26208 members 
Mstep: Class 29 contains 3087 members 
Mstep: Class 30 contains 14966 members 
Mstep: Class 31 contains 8065 members 
Mstep: Class 32 contains 10782 members 
Mstep: Class 33 contains 11123 members 
Mstep: Class 34 contains 1464 members 
Mstep: Class 35 contains 11194 members 
Mstep: Class 36 contains 4043 members 
Mstep: Class 37 contains 56876 members 
Mstep: Class 38 contains 4756 members 
Mstep: Class 39 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002488.000000 Penalty: 136387.296875
Iteration 106Q: 40 clusters Score -1.130025e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 9255 members 
Mstep: Class 3 contains 17535 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 17000 members 
Mstep: Class 6 contains 9900 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 7293 members 
Mstep: Class 9 contains 28757 members 
Mstep: Class 10 contains 53560 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 2726 members 
Mstep: Class 13 contains 16064 members 
Mstep: Class 14 contains 17063 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 14964 members 
Mstep: Class 17 contains 100558 members 
Mstep: Class 18 contains 6564 members 
Mstep: Class 19 contains 12938 members 
Mstep: Class 20 contains 25805 members 
Mstep: Class 21 contains 6800 members 
Mstep: Class 22 contains 415403 members 
Mstep: Class 23 contains 16363 members 
Mstep: Class 24 contains 331683 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 6575 members 
Mstep: Class 27 contains 22465 members 
Mstep: Class 28 contains 26204 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 14969 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 10796 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 1474 members 
Mstep: Class 35 contains 11196 members 
Mstep: Class 36 contains 4040 members 
Mstep: Class 37 contains 57075 members 
Mstep: Class 38 contains 4753 members 
Mstep: Class 39 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002496.000000 Penalty: 136387.296875
Iteration 107Q: 40 clusters Score -1.130025e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 9253 members 
Mstep: Class 3 contains 17533 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 16997 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 8694 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 28734 members 
Mstep: Class 10 contains 53560 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 16070 members 
Mstep: Class 14 contains 17059 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 14966 members 
Mstep: Class 17 contains 100554 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 19 contains 12938 members 
Mstep: Class 20 contains 25792 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 415393 members 
Mstep: Class 23 contains 16365 members 
Mstep: Class 24 contains 331497 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 6573 members 
Mstep: Class 27 contains 22468 members 
Mstep: Class 28 contains 26202 members 
Mstep: Class 29 contains 3082 members 
Mstep: Class 30 contains 14969 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 10816 members 
Mstep: Class 33 contains 11161 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 11198 members 
Mstep: Class 36 contains 4040 members 
Mstep: Class 37 contains 57263 members 
Mstep: Class 38 contains 4751 members 
Mstep: Class 39 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002440.000000 Penalty: 136387.296875
Iteration 108Q: 40 clusters Score -1.130024e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 9253 members 
Mstep: Class 3 contains 17525 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 17000 members 
Mstep: Class 6 contains 9897 members 
Mstep: Class 7 contains 8682 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 28721 members 
Mstep: Class 10 contains 53560 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 16072 members 
Mstep: Class 14 contains 17046 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 16 contains 14971 members 
Mstep: Class 17 contains 100554 members 
Mstep: Class 18 contains 6556 members 
Mstep: Class 19 contains 12939 members 
Mstep: Class 20 contains 25762 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 415398 members 
Mstep: Class 23 contains 16367 members 
Mstep: Class 24 contains 331336 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 26201 members 
Mstep: Class 29 contains 3082 members 
Mstep: Class 30 contains 14972 members 
Mstep: Class 31 contains 8043 members 
Mstep: Class 32 contains 10829 members 
Mstep: Class 33 contains 11181 members 
Mstep: Class 34 contains 1493 members 
Mstep: Class 35 contains 11200 members 
Mstep: Class 36 contains 4040 members 
Mstep: Class 37 contains 57422 members 
Mstep: Class 38 contains 4747 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002464.000000 Penalty: 136387.296875
Iteration 109Q: 40 clusters Score -1.130025e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9249 members 
Mstep: Class 3 contains 17518 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 17000 members 
Mstep: Class 6 contains 9896 members 
Mstep: Class 7 contains 8675 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 28708 members 
Mstep: Class 10 contains 53560 members 
Mstep: Class 11 contains 10058 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 16076 members 
Mstep: Class 14 contains 17040 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 14973 members 
Mstep: Class 17 contains 100564 members 
Mstep: Class 18 contains 6553 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 25733 members 
Mstep: Class 21 contains 6818 members 
Mstep: Class 22 contains 415403 members 
Mstep: Class 23 contains 16370 members 
Mstep: Class 24 contains 331179 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 22478 members 
Mstep: Class 28 contains 26197 members 
Mstep: Class 29 contains 3081 members 
Mstep: Class 30 contains 14970 members 
Mstep: Class 31 contains 8036 members 
Mstep: Class 32 contains 10838 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 1498 members 
Mstep: Class 35 contains 11201 members 
Mstep: Class 36 contains 4039 members 
Mstep: Class 37 contains 57575 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002384.000000 Penalty: 136387.296875
Iteration 110Q: 40 clusters Score -1.130024e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 9247 members 
Mstep: Class 3 contains 17515 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17000 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 8666 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 28686 members 
Mstep: Class 10 contains 53559 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 16078 members 
Mstep: Class 14 contains 17039 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 14975 members 
Mstep: Class 17 contains 100566 members 
Mstep: Class 18 contains 6552 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 25716 members 
Mstep: Class 21 contains 6823 members 
Mstep: Class 22 contains 415400 members 
Mstep: Class 23 contains 16369 members 
Mstep: Class 24 contains 331049 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 22480 members 
Mstep: Class 28 contains 26195 members 
Mstep: Class 29 contains 3081 members 
Mstep: Class 30 contains 14967 members 
Mstep: Class 31 contains 8036 members 
Mstep: Class 32 contains 10849 members 
Mstep: Class 33 contains 11214 members 
Mstep: Class 34 contains 1499 members 
Mstep: Class 35 contains 11202 members 
Mstep: Class 36 contains 4039 members 
Mstep: Class 37 contains 57695 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002432.000000 Penalty: 136387.296875
Iteration 111Q: 40 clusters Score -1.130024e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 17514 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17008 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8655 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 28659 members 
Mstep: Class 10 contains 53558 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 16085 members 
Mstep: Class 14 contains 17032 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 14982 members 
Mstep: Class 17 contains 100568 members 
Mstep: Class 18 contains 6549 members 
Mstep: Class 19 contains 12939 members 
Mstep: Class 20 contains 25681 members 
Mstep: Class 21 contains 6828 members 
Mstep: Class 22 contains 415403 members 
Mstep: Class 23 contains 16372 members 
Mstep: Class 24 contains 330942 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 6573 members 
Mstep: Class 27 contains 22481 members 
Mstep: Class 28 contains 26196 members 
Mstep: Class 29 contains 3081 members 
Mstep: Class 30 contains 14973 members 
Mstep: Class 31 contains 8035 members 
Mstep: Class 32 contains 10865 members 
Mstep: Class 33 contains 11227 members 
Mstep: Class 34 contains 1499 members 
Mstep: Class 35 contains 11204 members 
Mstep: Class 36 contains 4039 members 
Mstep: Class 37 contains 57787 members 
Mstep: Class 38 contains 4741 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002440.000000 Penalty: 136387.296875
Iteration 112Q: 40 clusters Score -1.130024e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 17020 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 28640 members 
Mstep: Class 10 contains 53555 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 16089 members 
Mstep: Class 14 contains 17024 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 14984 members 
Mstep: Class 17 contains 100558 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 25645 members 
Mstep: Class 21 contains 6833 members 
Mstep: Class 22 contains 415412 members 
Mstep: Class 23 contains 16369 members 
Mstep: Class 24 contains 330858 members 
Mstep: Class 25 contains 2136 members 
Mstep: Class 26 contains 6571 members 
Mstep: Class 27 contains 22485 members 
Mstep: Class 28 contains 26196 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14977 members 
Mstep: Class 31 contains 8036 members 
Mstep: Class 32 contains 10877 members 
Mstep: Class 33 contains 11244 members 
Mstep: Class 34 contains 1504 members 
Mstep: Class 35 contains 11205 members 
Mstep: Class 36 contains 4036 members 
Mstep: Class 37 contains 57872 members 
Mstep: Class 38 contains 4741 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002264.000000 Penalty: 136387.296875
Iteration 113Q: 40 clusters Score -1.130023e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9249 members 
Mstep: Class 3 contains 17515 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 17027 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 28632 members 
Mstep: Class 10 contains 53553 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 16097 members 
Mstep: Class 14 contains 17023 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 14987 members 
Mstep: Class 17 contains 100558 members 
Mstep: Class 18 contains 6539 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 25610 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 22 contains 415416 members 
Mstep: Class 23 contains 16367 members 
Mstep: Class 24 contains 330751 members 
Mstep: Class 25 contains 2138 members 
Mstep: Class 26 contains 6573 members 
Mstep: Class 27 contains 22487 members 
Mstep: Class 28 contains 26195 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14977 members 
Mstep: Class 31 contains 8035 members 
Mstep: Class 32 contains 10895 members 
Mstep: Class 33 contains 11264 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 11205 members 
Mstep: Class 36 contains 4036 members 
Mstep: Class 37 contains 57957 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002504.000000 Penalty: 136387.296875
Iteration 114Q: 40 clusters Score -1.130025e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 17511 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 17033 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 28618 members 
Mstep: Class 10 contains 53551 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 16101 members 
Mstep: Class 14 contains 17017 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 14993 members 
Mstep: Class 17 contains 100559 members 
Mstep: Class 18 contains 6537 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 415433 members 
Mstep: Class 23 contains 16367 members 
Mstep: Class 24 contains 330651 members 
Mstep: Class 25 contains 2138 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 22487 members 
Mstep: Class 28 contains 26197 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14976 members 
Mstep: Class 31 contains 8034 members 
Mstep: Class 32 contains 10915 members 
Mstep: Class 33 contains 11280 members 
Mstep: Class 34 contains 1504 members 
Mstep: Class 35 contains 11210 members 
Mstep: Class 36 contains 4040 members 
Mstep: Class 37 contains 58052 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002536.000000 Penalty: 136387.296875
Iteration 115Q: 40 clusters Score -1.130025e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 9248 members 
Mstep: Class 3 contains 17504 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17036 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 28610 members 
Mstep: Class 10 contains 53550 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 16106 members 
Mstep: Class 14 contains 17012 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 15000 members 
Mstep: Class 17 contains 100554 members 
Mstep: Class 18 contains 6536 members 
Mstep: Class 19 contains 12939 members 
Mstep: Class 20 contains 25514 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 415445 members 
Mstep: Class 23 contains 16365 members 
Mstep: Class 24 contains 330570 members 
Mstep: Class 25 contains 2139 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 22488 members 
Mstep: Class 28 contains 26193 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14976 members 
Mstep: Class 31 contains 8032 members 
Mstep: Class 32 contains 10936 members 
Mstep: Class 33 contains 11295 members 
Mstep: Class 34 contains 1502 members 
Mstep: Class 35 contains 11213 members 
Mstep: Class 36 contains 4044 members 
Mstep: Class 37 contains 58123 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002512.000000 Penalty: 136387.296875
Iteration 116Q: 40 clusters Score -1.130025e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 17499 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17041 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 28602 members 
Mstep: Class 10 contains 53549 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 16110 members 
Mstep: Class 14 contains 17010 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 15005 members 
Mstep: Class 17 contains 100549 members 
Mstep: Class 18 contains 6538 members 
Mstep: Class 19 contains 12939 members 
Mstep: Class 20 contains 25472 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 415440 members 
Mstep: Class 23 contains 16365 members 
Mstep: Class 24 contains 330506 members 
Mstep: Class 25 contains 2139 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 26194 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14975 members 
Mstep: Class 31 contains 8029 members 
Mstep: Class 32 contains 10952 members 
Mstep: Class 33 contains 11313 members 
Mstep: Class 34 contains 1504 members 
Mstep: Class 35 contains 11216 members 
Mstep: Class 36 contains 4038 members 
Mstep: Class 37 contains 58187 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002496.000000 Penalty: 136387.296875
Iteration 117Q: 40 clusters Score -1.130025e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 9244 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17050 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 8596 members 
Mstep: Class 8 contains 7285 members 
Mstep: Class 9 contains 28589 members 
Mstep: Class 10 contains 53549 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 16119 members 
Mstep: Class 14 contains 17002 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 100549 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 12942 members 
Mstep: Class 20 contains 25432 members 
Mstep: Class 21 contains 6857 members 
Mstep: Class 22 contains 415436 members 
Mstep: Class 23 contains 16367 members 
Mstep: Class 24 contains 330458 members 
Mstep: Class 25 contains 2139 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 26194 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14976 members 
Mstep: Class 31 contains 8026 members 
Mstep: Class 32 contains 10964 members 
Mstep: Class 33 contains 11335 members 
Mstep: Class 34 contains 1504 members 
Mstep: Class 35 contains 11217 members 
Mstep: Class 36 contains 4036 members 
Mstep: Class 37 contains 58232 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002544.000000 Penalty: 136387.296875
Iteration 118Q: 40 clusters Score -1.130025e+08 nChanged 282
Entering ConstructFrom: 
Score: -113002544.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (10535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Entering Unmasked Estep 
Score: -901802.312500 Penalty: 2297.089844
	Iteration 0F: 2 clusters Score -901802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -893803.125000 Penalty: 4594.179688
	Iteration 0F: 3 clusters Score -893803.1 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -896233.687500 Penalty: 4594.179688
	Iteration 1F: 3 clusters Score -896233.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -896707.312500 Penalty: 4594.179688
	Iteration 2F: 3 clusters Score -896707.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -897128.125000 Penalty: 4594.179688
	Iteration 3F: 3 clusters Score -897128.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -897510.750000 Penalty: 4594.179688
	Iteration 4F: 3 clusters Score -897510.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -897863.187500 Penalty: 4594.179688
	Iteration 5Q: 3 clusters Score -897863.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -898186.937500 Penalty: 4594.179688
	Iteration 6Q: 3 clusters Score -898186.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -898491.750000 Penalty: 4594.179688
	Iteration 7Q: 3 clusters Score -898491.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -898765.062500 Penalty: 4594.179688
	Iteration 8Q: 3 clusters Score -898765.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -899008.562500 Penalty: 4594.179688
	Iteration 9Q: 3 clusters Score -899008.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -899193.062500 Penalty: 4594.179688
	Iteration 10Q: 3 clusters Score -899193.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -899340.500000 Penalty: 4594.179688
	Iteration 11Q: 3 clusters Score -899340.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -899494.562500 Penalty: 4594.179688
	Iteration 12Q: 3 clusters Score -899494.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -899643.562500 Penalty: 4594.179688
	Iteration 13Q: 3 clusters Score -899643.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -899779.437500 Penalty: 4594.179688
	Iteration 14Q: 3 clusters Score -899779.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -899913.187500 Penalty: 4594.179688
	Iteration 15Q: 3 clusters Score -899913.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -900026.812500 Penalty: 4594.179688
	Iteration 16Q: 3 clusters Score -900026.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -900132.562500 Penalty: 4594.179688
	Iteration 17Q: 3 clusters Score -900132.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -900217.250000 Penalty: 4594.179688
	Iteration 18Q: 3 clusters Score -900217.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -900284.062500 Penalty: 4594.179688
	Iteration 19Q: 3 clusters Score -900284.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -900333.687500 Penalty: 4594.179688
	Iteration 20F: 3 clusters Score -900333.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -900379.125000 Penalty: 4594.179688
	Iteration 21Q: 3 clusters Score -900379.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -900411.250000 Penalty: 4594.179688
	Iteration 22Q: 3 clusters Score -900411.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -900451.250000 Penalty: 4594.179688
	Iteration 23Q: 3 clusters Score -900451.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -900468.937500 Penalty: 4594.179688
	Iteration 24Q: 3 clusters Score -900468.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -900481.437500 Penalty: 4594.179688
	Iteration 25Q: 3 clusters Score -900481.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -900494.187500 Penalty: 4594.179688
	Iteration 26Q: 3 clusters Score -900494.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -900500.937500 Penalty: 4594.179688
	Iteration 27Q: 3 clusters Score -900500.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -900504.625000 Penalty: 4594.179688
	Iteration 28Q: 3 clusters Score -900504.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -900507.312500 Penalty: 4594.179688
	Iteration 29Q: 3 clusters Score -900507.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -900508.937500 Penalty: 4594.179688
	Iteration 30Q: 3 clusters Score -900508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -900509.812500 Penalty: 4594.179688
	Iteration 31Q: 3 clusters Score -900509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -900513.187500 Penalty: 4594.179688
	Iteration 32Q: 3 clusters Score -900513.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -900515.312500 Penalty: 4594.179688
	Iteration 33Q: 3 clusters Score -900515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -900515.187500 Penalty: 4594.179688
	Iteration 34Q: 3 clusters Score -900515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -900515.562500 Penalty: 4594.179688
	Iteration 35Q: 3 clusters Score -900515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -900515.812500 Penalty: 4594.179688
	Iteration 36Q: 3 clusters Score -900515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -900517.125000 Penalty: 4594.179688
	Iteration 37Q: 3 clusters Score -900517.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -900518.312500 Penalty: 4594.179688
	Iteration 38Q: 3 clusters Score -900518.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -900523.125000 Penalty: 4594.179688
	Iteration 39Q: 3 clusters Score -900523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -900525.000000 Penalty: 4594.179688
	Iteration 40F: 3 clusters Score -900525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -900526.437500 Penalty: 4594.179688
	Iteration 41Q: 3 clusters Score -900526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -900530.312500 Penalty: 4594.179688
	Iteration 42Q: 3 clusters Score -900530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -900536.187500 Penalty: 4594.179688
	Iteration 43Q: 3 clusters Score -900536.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -900539.875000 Penalty: 4594.179688
	Iteration 44Q: 3 clusters Score -900539.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -900539.000000 Penalty: 4594.179688
	Iteration 45Q: 3 clusters Score -900539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -900540.687500 Penalty: 4594.179688
	Iteration 46Q: 3 clusters Score -900540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -900542.500000 Penalty: 4594.179688
	Iteration 47Q: 3 clusters Score -900542.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -900543.937500 Penalty: 4594.179688
	Iteration 48Q: 3 clusters Score -900543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -900544.687500 Penalty: 4594.179688
	Iteration 49Q: 3 clusters Score -900544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -900546.437500 Penalty: 4594.179688
	Iteration 50Q: 3 clusters Score -900546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -900546.187500 Penalty: 4594.179688
	Iteration 51Q: 3 clusters Score -900546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -900546.187500 Penalty: 4594.179688
	Iteration 52F: 3 clusters Score -900546.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Entering Unmasked Estep 
Score: -771823.187500 Penalty: 2264.642090
	Iteration 0F: 2 clusters Score -771823.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -764638.875000 Penalty: 4529.284180
	Iteration 0F: 3 clusters Score -764638.9 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -766742.250000 Penalty: 4529.284180
	Iteration 1F: 3 clusters Score -766742.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -767053.625000 Penalty: 4529.284180
	Iteration 2F: 3 clusters Score -767053.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -767303.562500 Penalty: 4529.284180
	Iteration 3F: 3 clusters Score -767303.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -767498.687500 Penalty: 4529.284180
	Iteration 4Q: 3 clusters Score -767498.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -767687.187500 Penalty: 4529.284180
	Iteration 5Q: 3 clusters Score -767687.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -767835.125000 Penalty: 4529.284180
	Iteration 6Q: 3 clusters Score -767835.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -767960.812500 Penalty: 4529.284180
	Iteration 7Q: 3 clusters Score -767960.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -768067.812500 Penalty: 4529.284180
	Iteration 8Q: 3 clusters Score -768067.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -768206.312500 Penalty: 4529.284180
	Iteration 9Q: 3 clusters Score -768206.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -768370.000000 Penalty: 4529.284180
	Iteration 10Q: 3 clusters Score -768370 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -768547.750000 Penalty: 4529.284180
	Iteration 11Q: 3 clusters Score -768547.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -768747.562500 Penalty: 4529.284180
	Iteration 12Q: 3 clusters Score -768747.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -768957.187500 Penalty: 4529.284180
	Iteration 13Q: 3 clusters Score -768957.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -769147.062500 Penalty: 4529.284180
	Iteration 14Q: 3 clusters Score -769147.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -769302.250000 Penalty: 4529.284180
	Iteration 15Q: 3 clusters Score -769302.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -769476.125000 Penalty: 4529.284180
	Iteration 16Q: 3 clusters Score -769476.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -769666.750000 Penalty: 4529.284180
	Iteration 17Q: 3 clusters Score -769666.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -769871.000000 Penalty: 4529.284180
	Iteration 18Q: 3 clusters Score -769871 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -770045.062500 Penalty: 4529.284180
	Iteration 19Q: 3 clusters Score -770045.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -770150.937500 Penalty: 4529.284180
	Iteration 20F: 3 clusters Score -770150.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -770227.937500 Penalty: 4529.284180
	Iteration 21Q: 3 clusters Score -770227.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -770292.437500 Penalty: 4529.284180
	Iteration 22Q: 3 clusters Score -770292.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -770346.875000 Penalty: 4529.284180
	Iteration 23Q: 3 clusters Score -770346.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -770401.937500 Penalty: 4529.284180
	Iteration 24Q: 3 clusters Score -770401.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -770437.312500 Penalty: 4529.284180
	Iteration 25Q: 3 clusters Score -770437.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -770469.625000 Penalty: 4529.284180
	Iteration 26Q: 3 clusters Score -770469.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -770499.937500 Penalty: 4529.284180
	Iteration 27Q: 3 clusters Score -770499.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -770523.062500 Penalty: 4529.284180
	Iteration 28Q: 3 clusters Score -770523.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -770548.500000 Penalty: 4529.284180
	Iteration 29Q: 3 clusters Score -770548.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -770566.625000 Penalty: 4529.284180
	Iteration 30Q: 3 clusters Score -770566.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -770588.187500 Penalty: 4529.284180
	Iteration 31Q: 3 clusters Score -770588.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -770612.750000 Penalty: 4529.284180
	Iteration 32Q: 3 clusters Score -770612.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -770629.062500 Penalty: 4529.284180
	Iteration 33Q: 3 clusters Score -770629.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -770641.937500 Penalty: 4529.284180
	Iteration 34Q: 3 clusters Score -770641.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -770654.312500 Penalty: 4529.284180
	Iteration 35Q: 3 clusters Score -770654.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -770666.750000 Penalty: 4529.284180
	Iteration 36Q: 3 clusters Score -770666.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -770674.187500 Penalty: 4529.284180
	Iteration 37Q: 3 clusters Score -770674.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -770681.562500 Penalty: 4529.284180
	Iteration 38Q: 3 clusters Score -770681.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -770687.062500 Penalty: 4529.284180
	Iteration 39Q: 3 clusters Score -770687.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -770693.437500 Penalty: 4529.284180
	Iteration 40F: 3 clusters Score -770693.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -770697.812500 Penalty: 4529.284180
	Iteration 41Q: 3 clusters Score -770697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -770699.000000 Penalty: 4529.284180
	Iteration 42Q: 3 clusters Score -770699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -770707.312500 Penalty: 4529.284180
	Iteration 43Q: 3 clusters Score -770707.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -770705.562500 Penalty: 4529.284180
	Iteration 44Q: 3 clusters Score -770705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -770710.250000 Penalty: 4529.284180
	Iteration 45Q: 3 clusters Score -770710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -770712.250000 Penalty: 4529.284180
	Iteration 46Q: 3 clusters Score -770712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -770717.000000 Penalty: 4529.284180
	Iteration 47Q: 3 clusters Score -770717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -770719.250000 Penalty: 4529.284180
	Iteration 48Q: 3 clusters Score -770719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -770719.250000 Penalty: 4529.284180
	Iteration 49Q: 3 clusters Score -770719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -770718.625000 Penalty: 4529.284180
	Iteration 50Q: 3 clusters Score -770718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -770721.500000 Penalty: 4529.284180
	Iteration 51Q: 3 clusters Score -770721.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -770721.500000 Penalty: 4529.284180
	Iteration 52F: 3 clusters Score -770721.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Entering Unmasked Estep 
Score: -1539828.250000 Penalty: 2422.991455
	Iteration 0F: 2 clusters Score -1539828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1527403.000000 Penalty: 4845.982910
	Iteration 0F: 3 clusters Score -1527403 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1531433.500000 Penalty: 4845.982910
	Iteration 1F: 3 clusters Score -1531434 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1531842.250000 Penalty: 4845.982910
	Iteration 2F: 3 clusters Score -1531842 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1532186.500000 Penalty: 4845.982910
	Iteration 3Q: 3 clusters Score -1532186 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1532524.250000 Penalty: 4845.982910
	Iteration 4Q: 3 clusters Score -1532524 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1532879.125000 Penalty: 4845.982910
	Iteration 5Q: 3 clusters Score -1532879 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1533270.000000 Penalty: 4845.982910
	Iteration 6Q: 3 clusters Score -1533270 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1533652.500000 Penalty: 4845.982910
	Iteration 7Q: 3 clusters Score -1533652 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1534030.875000 Penalty: 4845.982910
	Iteration 8Q: 3 clusters Score -1534031 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1534457.125000 Penalty: 4845.982910
	Iteration 9Q: 3 clusters Score -1534457 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1534922.750000 Penalty: 4845.982910
	Iteration 10Q: 3 clusters Score -1534923 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1535380.250000 Penalty: 4845.982910
	Iteration 11Q: 3 clusters Score -1535380 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1535840.625000 Penalty: 4845.982910
	Iteration 12Q: 3 clusters Score -1535841 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1536260.500000 Penalty: 4845.982910
	Iteration 13Q: 3 clusters Score -1536260 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1536641.250000 Penalty: 4845.982910
	Iteration 14Q: 3 clusters Score -1536641 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1536922.250000 Penalty: 4845.982910
	Iteration 15Q: 3 clusters Score -1536922 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1537095.125000 Penalty: 4845.982910
	Iteration 16Q: 3 clusters Score -1537095 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1537233.000000 Penalty: 4845.982910
	Iteration 17Q: 3 clusters Score -1537233 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1537347.000000 Penalty: 4845.982910
	Iteration 18Q: 3 clusters Score -1537347 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1537421.000000 Penalty: 4845.982910
	Iteration 19Q: 3 clusters Score -1537421 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1537474.125000 Penalty: 4845.982910
	Iteration 20F: 3 clusters Score -1537474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1537507.125000 Penalty: 4845.982910
	Iteration 21Q: 3 clusters Score -1537507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1537531.000000 Penalty: 4845.982910
	Iteration 22Q: 3 clusters Score -1537531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1537555.125000 Penalty: 4845.982910
	Iteration 23Q: 3 clusters Score -1537555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1537571.375000 Penalty: 4845.982910
	Iteration 24Q: 3 clusters Score -1537571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1537591.500000 Penalty: 4845.982910
	Iteration 25Q: 3 clusters Score -1537592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1537602.125000 Penalty: 4845.982910
	Iteration 26Q: 3 clusters Score -1537602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1537611.125000 Penalty: 4845.982910
	Iteration 27Q: 3 clusters Score -1537611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1537621.000000 Penalty: 4845.982910
	Iteration 28Q: 3 clusters Score -1537621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1537625.375000 Penalty: 4845.982910
	Iteration 29Q: 3 clusters Score -1537625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1537632.000000 Penalty: 4845.982910
	Iteration 30Q: 3 clusters Score -1537632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1537637.625000 Penalty: 4845.982910
	Iteration 31Q: 3 clusters Score -1537638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1537646.000000 Penalty: 4845.982910
	Iteration 32Q: 3 clusters Score -1537646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1537654.500000 Penalty: 4845.982910
	Iteration 33Q: 3 clusters Score -1537654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1537659.375000 Penalty: 4845.982910
	Iteration 34Q: 3 clusters Score -1537659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1537658.250000 Penalty: 4845.982910
	Iteration 35Q: 3 clusters Score -1537658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1537662.250000 Penalty: 4845.982910
	Iteration 36Q: 3 clusters Score -1537662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1537661.625000 Penalty: 4845.982910
	Iteration 37Q: 3 clusters Score -1537662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1537666.000000 Penalty: 4845.982910
	Iteration 38Q: 3 clusters Score -1537666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1537672.875000 Penalty: 4845.982910
	Iteration 39Q: 3 clusters Score -1537673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1537673.750000 Penalty: 4845.982910
	Iteration 40F: 3 clusters Score -1537674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1537675.250000 Penalty: 4845.982910
	Iteration 41Q: 3 clusters Score -1537675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1537675.625000 Penalty: 4845.982910
	Iteration 42Q: 3 clusters Score -1537676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1537675.625000 Penalty: 4845.982910
	Iteration 43Q: 3 clusters Score -1537676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1537675.625000 Penalty: 4845.982910
	Iteration 44F: 3 clusters Score -1537676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -322401.906250 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -322401.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -318546.187500 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -318546.2 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -319423.718750 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -319423.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -319634.468750 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -319634.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -319785.781250 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -319785.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -319891.812500 Penalty: 4101.672363
	Iteration 4Q: 3 clusters Score -319891.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -319982.437500 Penalty: 4101.672363
	Iteration 5Q: 3 clusters Score -319982.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -320060.500000 Penalty: 4101.672363
	Iteration 6Q: 3 clusters Score -320060.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -320122.937500 Penalty: 4101.672363
	Iteration 7Q: 3 clusters Score -320122.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -320187.156250 Penalty: 4101.672363
	Iteration 8Q: 3 clusters Score -320187.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -320248.625000 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -320248.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -320316.875000 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -320316.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -320389.625000 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -320389.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -320478.687500 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -320478.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -320599.718750 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -320599.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -320724.281250 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -320724.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -320836.125000 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -320836.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -320930.125000 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -320930.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -321011.937500 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -321011.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -321076.687500 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -321076.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -321118.843750 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -321118.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -321152.906250 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -321152.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -321191.968750 Penalty: 4101.672363
	Iteration 21Q: 3 clusters Score -321192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -321234.156250 Penalty: 4101.672363
	Iteration 22Q: 3 clusters Score -321234.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -321268.343750 Penalty: 4101.672363
	Iteration 23Q: 3 clusters Score -321268.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -321297.531250 Penalty: 4101.672363
	Iteration 24Q: 3 clusters Score -321297.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -321322.375000 Penalty: 4101.672363
	Iteration 25Q: 3 clusters Score -321322.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -321340.218750 Penalty: 4101.672363
	Iteration 26Q: 3 clusters Score -321340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -321352.312500 Penalty: 4101.672363
	Iteration 27Q: 3 clusters Score -321352.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -321366.656250 Penalty: 4101.672363
	Iteration 28Q: 3 clusters Score -321366.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -321377.968750 Penalty: 4101.672363
	Iteration 29Q: 3 clusters Score -321378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -321386.031250 Penalty: 4101.672363
	Iteration 30Q: 3 clusters Score -321386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -321392.687500 Penalty: 4101.672363
	Iteration 31Q: 3 clusters Score -321392.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -321400.875000 Penalty: 4101.672363
	Iteration 32Q: 3 clusters Score -321400.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -321403.968750 Penalty: 4101.672363
	Iteration 33Q: 3 clusters Score -321404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -321406.625000 Penalty: 4101.672363
	Iteration 34Q: 3 clusters Score -321406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -321409.843750 Penalty: 4101.672363
	Iteration 35Q: 3 clusters Score -321409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -321412.687500 Penalty: 4101.672363
	Iteration 36Q: 3 clusters Score -321412.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -321415.218750 Penalty: 4101.672363
	Iteration 37Q: 3 clusters Score -321415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -321418.812500 Penalty: 4101.672363
	Iteration 38Q: 3 clusters Score -321418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -321420.218750 Penalty: 4101.672363
	Iteration 39Q: 3 clusters Score -321420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -321421.812500 Penalty: 4101.672363
	Iteration 40F: 3 clusters Score -321421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -321422.656250 Penalty: 4101.672363
	Iteration 41Q: 3 clusters Score -321422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -321422.375000 Penalty: 4101.672363
	Iteration 42Q: 3 clusters Score -321422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -321423.000000 Penalty: 4101.672363
	Iteration 43Q: 3 clusters Score -321423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -321422.937500 Penalty: 4101.672363
	Iteration 44Q: 3 clusters Score -321422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -321424.281250 Penalty: 4101.672363
	Iteration 45Q: 3 clusters Score -321424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -321424.281250 Penalty: 4101.672363
	Iteration 46F: 3 clusters Score -321424.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Entering Unmasked Estep 
Score: -1520030.500000 Penalty: 2416.633789
	Iteration 0F: 2 clusters Score -1520030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1507805.625000 Penalty: 4833.267578
	Iteration 0F: 3 clusters Score -1507806 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1511718.375000 Penalty: 4833.267578
	Iteration 1F: 3 clusters Score -1511718 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1512087.500000 Penalty: 4833.267578
	Iteration 2F: 3 clusters Score -1512088 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1512345.500000 Penalty: 4833.267578
	Iteration 3Q: 3 clusters Score -1512346 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1512543.875000 Penalty: 4833.267578
	Iteration 4Q: 3 clusters Score -1512544 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1512733.500000 Penalty: 4833.267578
	Iteration 5Q: 3 clusters Score -1512734 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1512899.250000 Penalty: 4833.267578
	Iteration 6Q: 3 clusters Score -1512899 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1513046.375000 Penalty: 4833.267578
	Iteration 7Q: 3 clusters Score -1513046 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1513179.000000 Penalty: 4833.267578
	Iteration 8Q: 3 clusters Score -1513179 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1513326.000000 Penalty: 4833.267578
	Iteration 9Q: 3 clusters Score -1513326 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1513452.625000 Penalty: 4833.267578
	Iteration 10Q: 3 clusters Score -1513453 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1513594.625000 Penalty: 4833.267578
	Iteration 11Q: 3 clusters Score -1513595 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1513776.500000 Penalty: 4833.267578
	Iteration 12Q: 3 clusters Score -1513776 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1514008.875000 Penalty: 4833.267578
	Iteration 13Q: 3 clusters Score -1514009 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1514288.250000 Penalty: 4833.267578
	Iteration 14Q: 3 clusters Score -1514288 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1514610.125000 Penalty: 4833.267578
	Iteration 15Q: 3 clusters Score -1514610 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1514948.250000 Penalty: 4833.267578
	Iteration 16Q: 3 clusters Score -1514948 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1515316.000000 Penalty: 4833.267578
	Iteration 17Q: 3 clusters Score -1515316 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1515722.250000 Penalty: 4833.267578
	Iteration 18Q: 3 clusters Score -1515722 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1516098.750000 Penalty: 4833.267578
	Iteration 19Q: 3 clusters Score -1516099 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1516398.500000 Penalty: 4833.267578
	Iteration 20F: 3 clusters Score -1516398 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1516638.875000 Penalty: 4833.267578
	Iteration 21Q: 3 clusters Score -1516639 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1516832.625000 Penalty: 4833.267578
	Iteration 22Q: 3 clusters Score -1516833 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1517010.250000 Penalty: 4833.267578
	Iteration 23Q: 3 clusters Score -1517010 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1517166.250000 Penalty: 4833.267578
	Iteration 24Q: 3 clusters Score -1517166 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1517303.875000 Penalty: 4833.267578
	Iteration 25Q: 3 clusters Score -1517304 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1517431.375000 Penalty: 4833.267578
	Iteration 26Q: 3 clusters Score -1517431 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1517530.750000 Penalty: 4833.267578
	Iteration 27Q: 3 clusters Score -1517531 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1517607.000000 Penalty: 4833.267578
	Iteration 28Q: 3 clusters Score -1517607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1517657.125000 Penalty: 4833.267578
	Iteration 29Q: 3 clusters Score -1517657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1517708.125000 Penalty: 4833.267578
	Iteration 30Q: 3 clusters Score -1517708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1517743.250000 Penalty: 4833.267578
	Iteration 31Q: 3 clusters Score -1517743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1517774.000000 Penalty: 4833.267578
	Iteration 32Q: 3 clusters Score -1517774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -1517808.250000 Penalty: 4833.267578
	Iteration 33Q: 3 clusters Score -1517808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1517835.875000 Penalty: 4833.267578
	Iteration 34Q: 3 clusters Score -1517836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1517857.125000 Penalty: 4833.267578
	Iteration 35Q: 3 clusters Score -1517857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1517876.125000 Penalty: 4833.267578
	Iteration 36Q: 3 clusters Score -1517876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1517889.750000 Penalty: 4833.267578
	Iteration 37Q: 3 clusters Score -1517890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1517903.625000 Penalty: 4833.267578
	Iteration 38Q: 3 clusters Score -1517904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1517919.250000 Penalty: 4833.267578
	Iteration 39Q: 3 clusters Score -1517919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1517930.750000 Penalty: 4833.267578
	Iteration 40F: 3 clusters Score -1517931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1517934.250000 Penalty: 4833.267578
	Iteration 41Q: 3 clusters Score -1517934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1517939.625000 Penalty: 4833.267578
	Iteration 42Q: 3 clusters Score -1517940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1517941.875000 Penalty: 4833.267578
	Iteration 43Q: 3 clusters Score -1517942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -1517942.500000 Penalty: 4833.267578
	Iteration 44Q: 3 clusters Score -1517942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1517944.125000 Penalty: 4833.267578
	Iteration 45Q: 3 clusters Score -1517944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1517947.250000 Penalty: 4833.267578
	Iteration 46Q: 3 clusters Score -1517947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1517946.250000 Penalty: 4833.267578
	Iteration 47Q: 3 clusters Score -1517946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1517946.250000 Penalty: 4833.267578
	Iteration 48F: 3 clusters Score -1517946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Entering Unmasked Estep 
Score: -864353.375000 Penalty: 2281.295898
	Iteration 0F: 2 clusters Score -864353.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -856754.875000 Penalty: 4562.591797
	Iteration 0F: 3 clusters Score -856754.9 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -858892.187500 Penalty: 4562.591797
	Iteration 1F: 3 clusters Score -858892.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -859163.125000 Penalty: 4562.591797
	Iteration 2F: 3 clusters Score -859163.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -859365.250000 Penalty: 4562.591797
	Iteration 3Q: 3 clusters Score -859365.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -859518.937500 Penalty: 4562.591797
	Iteration 4Q: 3 clusters Score -859518.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -859650.562500 Penalty: 4562.591797
	Iteration 5Q: 3 clusters Score -859650.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -859765.625000 Penalty: 4562.591797
	Iteration 6Q: 3 clusters Score -859765.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -859896.687500 Penalty: 4562.591797
	Iteration 7Q: 3 clusters Score -859896.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -860053.000000 Penalty: 4562.591797
	Iteration 8Q: 3 clusters Score -860053 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -860251.000000 Penalty: 4562.591797
	Iteration 9Q: 3 clusters Score -860251 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -860486.312500 Penalty: 4562.591797
	Iteration 10Q: 3 clusters Score -860486.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -860807.312500 Penalty: 4562.591797
	Iteration 11Q: 3 clusters Score -860807.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -861166.437500 Penalty: 4562.591797
	Iteration 12F: 3 clusters Score -861166.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -861463.687500 Penalty: 4562.591797
	Iteration 13Q: 3 clusters Score -861463.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -861709.187500 Penalty: 4562.591797
	Iteration 14Q: 3 clusters Score -861709.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -861891.000000 Penalty: 4562.591797
	Iteration 15Q: 3 clusters Score -861891 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -862025.687500 Penalty: 4562.591797
	Iteration 16Q: 3 clusters Score -862025.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -862123.937500 Penalty: 4562.591797
	Iteration 17Q: 3 clusters Score -862123.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -862196.812500 Penalty: 4562.591797
	Iteration 18Q: 3 clusters Score -862196.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -862256.437500 Penalty: 4562.591797
	Iteration 19Q: 3 clusters Score -862256.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -862302.062500 Penalty: 4562.591797
	Iteration 20F: 3 clusters Score -862302.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -862342.750000 Penalty: 4562.591797
	Iteration 21Q: 3 clusters Score -862342.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -862373.187500 Penalty: 4562.591797
	Iteration 22Q: 3 clusters Score -862373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -862391.437500 Penalty: 4562.591797
	Iteration 23Q: 3 clusters Score -862391.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -862408.687500 Penalty: 4562.591797
	Iteration 24Q: 3 clusters Score -862408.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -862425.187500 Penalty: 4562.591797
	Iteration 25Q: 3 clusters Score -862425.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -862444.937500 Penalty: 4562.591797
	Iteration 26Q: 3 clusters Score -862444.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -862461.562500 Penalty: 4562.591797
	Iteration 27Q: 3 clusters Score -862461.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -862473.250000 Penalty: 4562.591797
	Iteration 28Q: 3 clusters Score -862473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -862480.500000 Penalty: 4562.591797
	Iteration 29Q: 3 clusters Score -862480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -862480.687500 Penalty: 4562.591797
	Iteration 30Q: 3 clusters Score -862480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -862484.000000 Penalty: 4562.591797
	Iteration 31Q: 3 clusters Score -862484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -862488.375000 Penalty: 4562.591797
	Iteration 32Q: 3 clusters Score -862488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -862492.875000 Penalty: 4562.591797
	Iteration 33Q: 3 clusters Score -862492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -862495.750000 Penalty: 4562.591797
	Iteration 34Q: 3 clusters Score -862495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -862500.562500 Penalty: 4562.591797
	Iteration 35Q: 3 clusters Score -862500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -862505.375000 Penalty: 4562.591797
	Iteration 36Q: 3 clusters Score -862505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -862506.000000 Penalty: 4562.591797
	Iteration 37Q: 3 clusters Score -862506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -862506.625000 Penalty: 4562.591797
	Iteration 38Q: 3 clusters Score -862506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -862507.937500 Penalty: 4562.591797
	Iteration 39Q: 3 clusters Score -862507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -862509.500000 Penalty: 4562.591797
	Iteration 40F: 3 clusters Score -862509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -862508.500000 Penalty: 4562.591797
	Iteration 41Q: 3 clusters Score -862508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -862508.562500 Penalty: 4562.591797
	Iteration 42Q: 3 clusters Score -862508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -862512.875000 Penalty: 4562.591797
	Iteration 43Q: 3 clusters Score -862512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -862513.375000 Penalty: 4562.591797
	Iteration 44Q: 3 clusters Score -862513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -862513.375000 Penalty: 4562.591797
	Iteration 45F: 3 clusters Score -862513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Entering Unmasked Estep 
Score: -719282.562500 Penalty: 2246.414062
	Iteration 0F: 2 clusters Score -719282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -712498.875000 Penalty: 4492.828125
	Iteration 0F: 3 clusters Score -712498.9 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -714320.875000 Penalty: 4492.828125
	Iteration 1F: 3 clusters Score -714320.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -714589.000000 Penalty: 4492.828125
	Iteration 2F: 3 clusters Score -714589 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -714810.375000 Penalty: 4492.828125
	Iteration 3F: 3 clusters Score -714810.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -715012.062500 Penalty: 4492.828125
	Iteration 4Q: 3 clusters Score -715012.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -715217.750000 Penalty: 4492.828125
	Iteration 5Q: 3 clusters Score -715217.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -715401.687500 Penalty: 4492.828125
	Iteration 6Q: 3 clusters Score -715401.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -715594.312500 Penalty: 4492.828125
	Iteration 7Q: 3 clusters Score -715594.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -715847.625000 Penalty: 4492.828125
	Iteration 8Q: 3 clusters Score -715847.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -716147.562500 Penalty: 4492.828125
	Iteration 9Q: 3 clusters Score -716147.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -716472.000000 Penalty: 4492.828125
	Iteration 10Q: 3 clusters Score -716472 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -716792.875000 Penalty: 4492.828125
	Iteration 11Q: 3 clusters Score -716792.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -717085.125000 Penalty: 4492.828125
	Iteration 12Q: 3 clusters Score -717085.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -717386.562500 Penalty: 4492.828125
	Iteration 13Q: 3 clusters Score -717386.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -717696.437500 Penalty: 4492.828125
	Iteration 14Q: 3 clusters Score -717696.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -717933.687500 Penalty: 4492.828125
	Iteration 15Q: 3 clusters Score -717933.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -718064.437500 Penalty: 4492.828125
	Iteration 16Q: 3 clusters Score -718064.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -718140.187500 Penalty: 4492.828125
	Iteration 17Q: 3 clusters Score -718140.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -718174.875000 Penalty: 4492.828125
	Iteration 18Q: 3 clusters Score -718174.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -718194.875000 Penalty: 4492.828125
	Iteration 19Q: 3 clusters Score -718194.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -718209.750000 Penalty: 4492.828125
	Iteration 20F: 3 clusters Score -718209.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -718216.875000 Penalty: 4492.828125
	Iteration 21Q: 3 clusters Score -718216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -718226.625000 Penalty: 4492.828125
	Iteration 22Q: 3 clusters Score -718226.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -718228.187500 Penalty: 4492.828125
	Iteration 23Q: 3 clusters Score -718228.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -718234.375000 Penalty: 4492.828125
	Iteration 24Q: 3 clusters Score -718234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -718237.812500 Penalty: 4492.828125
	Iteration 25Q: 3 clusters Score -718237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -718240.375000 Penalty: 4492.828125
	Iteration 26Q: 3 clusters Score -718240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -718242.000000 Penalty: 4492.828125
	Iteration 27Q: 3 clusters Score -718242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -718239.375000 Penalty: 4492.828125
	Iteration 28Q: 3 clusters Score -718239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -718240.625000 Penalty: 4492.828125
	Iteration 29Q: 3 clusters Score -718240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -718239.437500 Penalty: 4492.828125
	Iteration 30Q: 3 clusters Score -718239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -718241.125000 Penalty: 4492.828125
	Iteration 31Q: 3 clusters Score -718241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -718241.125000 Penalty: 4492.828125
	Iteration 32F: 3 clusters Score -718241.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Entering Unmasked Estep 
Score: -611501.312500 Penalty: 2205.640137
	Iteration 0F: 2 clusters Score -611501.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -605580.562500 Penalty: 4411.280273
	Iteration 0F: 3 clusters Score -605580.6 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -607112.562500 Penalty: 4411.280273
	Iteration 1F: 3 clusters Score -607112.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -607320.375000 Penalty: 4411.280273
	Iteration 2F: 3 clusters Score -607320.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -607430.812500 Penalty: 4411.280273
	Iteration 3Q: 3 clusters Score -607430.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -607504.875000 Penalty: 4411.280273
	Iteration 4Q: 3 clusters Score -607504.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -607564.187500 Penalty: 4411.280273
	Iteration 5Q: 3 clusters Score -607564.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -607615.937500 Penalty: 4411.280273
	Iteration 6Q: 3 clusters Score -607615.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -607664.750000 Penalty: 4411.280273
	Iteration 7Q: 3 clusters Score -607664.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -607706.375000 Penalty: 4411.280273
	Iteration 8Q: 3 clusters Score -607706.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -607742.062500 Penalty: 4411.280273
	Iteration 9Q: 3 clusters Score -607742.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -607780.000000 Penalty: 4411.280273
	Iteration 10Q: 3 clusters Score -607780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -607815.250000 Penalty: 4411.280273
	Iteration 11Q: 3 clusters Score -607815.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -607850.937500 Penalty: 4411.280273
	Iteration 12Q: 3 clusters Score -607850.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -607900.812500 Penalty: 4411.280273
	Iteration 13Q: 3 clusters Score -607900.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -607955.562500 Penalty: 4411.280273
	Iteration 14Q: 3 clusters Score -607955.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -608023.187500 Penalty: 4411.280273
	Iteration 15Q: 3 clusters Score -608023.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -608096.000000 Penalty: 4411.280273
	Iteration 16Q: 3 clusters Score -608096 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -608176.125000 Penalty: 4411.280273
	Iteration 17Q: 3 clusters Score -608176.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -608272.937500 Penalty: 4411.280273
	Iteration 18Q: 3 clusters Score -608272.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -608392.375000 Penalty: 4411.280273
	Iteration 19Q: 3 clusters Score -608392.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -608528.187500 Penalty: 4411.280273
	Iteration 20F: 3 clusters Score -608528.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -608666.937500 Penalty: 4411.280273
	Iteration 21Q: 3 clusters Score -608666.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -608816.750000 Penalty: 4411.280273
	Iteration 22Q: 3 clusters Score -608816.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -608951.500000 Penalty: 4411.280273
	Iteration 23Q: 3 clusters Score -608951.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -609083.000000 Penalty: 4411.280273
	Iteration 24Q: 3 clusters Score -609083 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -609207.125000 Penalty: 4411.280273
	Iteration 25Q: 3 clusters Score -609207.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -609292.625000 Penalty: 4411.280273
	Iteration 26Q: 3 clusters Score -609292.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -609365.375000 Penalty: 4411.280273
	Iteration 27Q: 3 clusters Score -609365.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -609418.562500 Penalty: 4411.280273
	Iteration 28Q: 3 clusters Score -609418.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -609466.375000 Penalty: 4411.280273
	Iteration 29Q: 3 clusters Score -609466.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -609494.875000 Penalty: 4411.280273
	Iteration 30Q: 3 clusters Score -609494.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -609515.375000 Penalty: 4411.280273
	Iteration 31Q: 3 clusters Score -609515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -609529.500000 Penalty: 4411.280273
	Iteration 32Q: 3 clusters Score -609529.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -609541.750000 Penalty: 4411.280273
	Iteration 33Q: 3 clusters Score -609541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -609545.187500 Penalty: 4411.280273
	Iteration 34Q: 3 clusters Score -609545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -609547.000000 Penalty: 4411.280273
	Iteration 35Q: 3 clusters Score -609547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -609547.500000 Penalty: 4411.280273
	Iteration 36Q: 3 clusters Score -609547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -609547.500000 Penalty: 4411.280273
	Iteration 37F: 3 clusters Score -609547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Entering Unmasked Estep 
Score: -2458311.000000 Penalty: 2544.551270
	Iteration 0F: 2 clusters Score -2458311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2438776.000000 Penalty: 5089.102539
	Iteration 0F: 3 clusters Score -2438776 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2445681.250000 Penalty: 5089.102539
	Iteration 1F: 3 clusters Score -2445681 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2446200.250000 Penalty: 5089.102539
	Iteration 2F: 3 clusters Score -2446200 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2446700.500000 Penalty: 5089.102539
	Iteration 3Q: 3 clusters Score -2446700 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2447179.250000 Penalty: 5089.102539
	Iteration 4Q: 3 clusters Score -2447179 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2447751.000000 Penalty: 5089.102539
	Iteration 5Q: 3 clusters Score -2447751 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2448478.000000 Penalty: 5089.102539
	Iteration 6Q: 3 clusters Score -2448478 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2449388.250000 Penalty: 5089.102539
	Iteration 7F: 3 clusters Score -2449388 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2450383.750000 Penalty: 5089.102539
	Iteration 8F: 3 clusters Score -2450384 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2451373.000000 Penalty: 5089.102539
	Iteration 9F: 3 clusters Score -2451373 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2452263.000000 Penalty: 5089.102539
	Iteration 10Q: 3 clusters Score -2452263 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2453025.750000 Penalty: 5089.102539
	Iteration 11Q: 3 clusters Score -2453026 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2453532.500000 Penalty: 5089.102539
	Iteration 12Q: 3 clusters Score -2453532 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2453883.750000 Penalty: 5089.102539
	Iteration 13Q: 3 clusters Score -2453884 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -2454109.000000 Penalty: 5089.102539
	Iteration 14Q: 3 clusters Score -2454109 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2454297.500000 Penalty: 5089.102539
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Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2454677 nChanged 302
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Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2454803 nChanged 290
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Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2454906 nChanged 308
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Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2455030 nChanged 280
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Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2455160 nChanged 267
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Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2455276 nChanged 250
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Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2455408 nChanged 270
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Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2455542 nChanged 245
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Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2455658 nChanged 210
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Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2455757 nChanged 181
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Mstep: Class 1 contains 24490 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 3941 members 
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Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2455992 nChanged 110
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Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2456040 nChanged 64
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Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2456046 nChanged 57
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Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2456060 nChanged 46
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Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2456062 nChanged 40
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Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2456070 nChanged 37
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Mstep: Class 1 contains 25277 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25313 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2456091 nChanged 27
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Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25373 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2456109 nChanged 24
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Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25422 members 
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Mstep: Class 1 contains 25452 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25474 members 
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	Iteration 48Q: 3 clusters Score -2456117 nChanged 16
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Mstep: Class 1 contains 25524 members 
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	Iteration 49Q: 3 clusters Score -2456126 nChanged 11
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Mstep: Class 1 contains 25535 members 
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Mstep: Class 1 contains 25549 members 
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Mstep: Class 1 contains 25562 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2456128 nChanged 15
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Mstep: Class 1 contains 25577 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2456138 nChanged 21
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Mstep: Class 1 contains 25598 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2456139 nChanged 19
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Mstep: Class 1 contains 25617 members 
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	Iteration 55Q: 3 clusters Score -2456144 nChanged 13
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Mstep: Class 1 contains 25628 members 
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	Iteration 56Q: 3 clusters Score -2456138 nChanged 12
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	Iteration 57Q: 3 clusters Score -2456141 nChanged 7
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Mstep: Class 1 contains 25647 members 
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Mstep: Class 1 contains 25652 members 
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Mstep: Class 1 contains 25656 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2456147 nChanged 3
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Mstep: Class 1 contains 25659 members 
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	Iteration 61Q: 3 clusters Score -2456146 nChanged 2
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2456151 nChanged 2
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Mstep: Class 1 contains 25663 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2456154 nChanged 7
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Mstep: Class 1 contains 25670 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2456154 nChanged 10
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Mstep: Class 1 contains 25680 members 
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	Iteration 65Q: 3 clusters Score -2456156 nChanged 11
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	Iteration 66Q: 3 clusters Score -2456153 nChanged 12
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Mstep: Class 1 contains 25701 members 
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	Iteration 67Q: 3 clusters Score -2456154 nChanged 14
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Mstep: Class 1 contains 25715 members 
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	Iteration 68Q: 3 clusters Score -2456156 nChanged 16
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Mstep: Class 1 contains 25731 members 
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	Iteration 69Q: 3 clusters Score -2456156 nChanged 14
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2456161 nChanged 10
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	Iteration 71Q: 3 clusters Score -2456166 nChanged 8
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Mstep: Class 1 contains 25759 members 
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	Iteration 72Q: 3 clusters Score -2456168 nChanged 8
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Mstep: Class 1 contains 25767 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2456164 nChanged 12
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Mstep: Class 1 contains 25779 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2456163 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25790 members 
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	Iteration 75Q: 3 clusters Score -2456170 nChanged 10
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	Iteration 76Q: 3 clusters Score -2456170 nChanged 8
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Mstep: Class 1 contains 25808 members 
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	Iteration 77Q: 3 clusters Score -2456170 nChanged 11
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Mstep: Class 1 contains 25819 members 
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	Iteration 78Q: 3 clusters Score -2456170 nChanged 7
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Mstep: Class 1 contains 25826 members 
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	Iteration 79Q: 3 clusters Score -2456170 nChanged 7
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Mstep: Class 1 contains 25833 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2456176 nChanged 9
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Mstep: Class 1 contains 25842 members 
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	Iteration 81Q: 3 clusters Score -2456180 nChanged 11
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Mstep: Class 1 contains 25853 members 
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	Iteration 82Q: 3 clusters Score -2456180 nChanged 13
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Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 2709 members 
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	Iteration 83Q: 3 clusters Score -2456183 nChanged 10
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Mstep: Class 1 contains 25876 members 
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	Iteration 84Q: 3 clusters Score -2456184 nChanged 12
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Mstep: Class 1 contains 25888 members 
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	Iteration 85Q: 3 clusters Score -2456187 nChanged 12
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Mstep: Class 1 contains 25900 members 
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	Iteration 86Q: 3 clusters Score -2456193 nChanged 17
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Mstep: Class 1 contains 25915 members 
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	Iteration 87Q: 3 clusters Score -2456195 nChanged 14
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Mstep: Class 1 contains 25929 members 
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	Iteration 88Q: 3 clusters Score -2456198 nChanged 13
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	Iteration 89Q: 3 clusters Score -2456195 nChanged 10
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Mstep: Class 1 contains 25950 members 
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	Iteration 90Q: 3 clusters Score -2456194 nChanged 8
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	Iteration 91Q: 3 clusters Score -2456194 nChanged 7
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	Iteration 92Q: 3 clusters Score -2456200 nChanged 7
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	Iteration 93Q: 3 clusters Score -2456202 nChanged 4
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	Iteration 94Q: 3 clusters Score -2456205 nChanged 6
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2456208 nChanged 6
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	Iteration 96Q: 3 clusters Score -2456212 nChanged 4
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	Iteration 97Q: 3 clusters Score -2456211 nChanged 6
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	Iteration 98Q: 3 clusters Score -2456210 nChanged 6
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Mstep: Class 1 contains 26004 members 
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	Iteration 99Q: 3 clusters Score -2456216 nChanged 3
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Mstep: Class 1 contains 26007 members 
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	Iteration 100F: 3 clusters Score -2456210 nChanged 5
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Mstep: Class 1 contains 26012 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2456207 nChanged 8
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Mstep: Class 1 contains 26020 members 
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	Iteration 102Q: 3 clusters Score -2456206 nChanged 8
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	Iteration 103Q: 3 clusters Score -2456212 nChanged 7
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Mstep: Class 1 contains 26033 members 
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	Iteration 104Q: 3 clusters Score -2456214 nChanged 11
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	Iteration 105Q: 3 clusters Score -2456216 nChanged 7
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	Iteration 106Q: 3 clusters Score -2456212 nChanged 4
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	Iteration 107Q: 3 clusters Score -2456212 nChanged 4
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Entering Unmasked Estep 
Score: -2456212.750000 Penalty: 5089.102539
	Iteration 108Q: 3 clusters Score -2456213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2456209.250000 Penalty: 5089.102539
	Iteration 109Q: 3 clusters Score -2456209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2456214.750000 Penalty: 5089.102539
	Iteration 110Q: 3 clusters Score -2456215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2456214.250000 Penalty: 5089.102539
	Iteration 111Q: 3 clusters Score -2456214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2456217.500000 Penalty: 5089.102539
	Iteration 112Q: 3 clusters Score -2456218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2456218.750000 Penalty: 5089.102539
	Iteration 113Q: 3 clusters Score -2456219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2456221.500000 Penalty: 5089.102539
	Iteration 114Q: 3 clusters Score -2456222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2456224.750000 Penalty: 5089.102539
	Iteration 115Q: 3 clusters Score -2456225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2456228.750000 Penalty: 5089.102539
	Iteration 116Q: 3 clusters Score -2456229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2456220.000000 Penalty: 5089.102539
	Iteration 117Q: 3 clusters Score -2456220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2456222.250000 Penalty: 5089.102539
	Iteration 118Q: 3 clusters Score -2456222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2456225.000000 Penalty: 5089.102539
	Iteration 119Q: 3 clusters Score -2456225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2456225.500000 Penalty: 5089.102539
	Iteration 120F: 3 clusters Score -2456226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2456228.500000 Penalty: 5089.102539
	Iteration 121Q: 3 clusters Score -2456228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2456226.500000 Penalty: 5089.102539
	Iteration 122Q: 3 clusters Score -2456226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2456231.500000 Penalty: 5089.102539
	Iteration 123Q: 3 clusters Score -2456232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2456233.750000 Penalty: 5089.102539
	Iteration 124Q: 3 clusters Score -2456234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2456232.500000 Penalty: 5089.102539
	Iteration 125Q: 3 clusters Score -2456232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2456234.250000 Penalty: 5089.102539
	Iteration 126Q: 3 clusters Score -2456234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2456235.500000 Penalty: 5089.102539
	Iteration 127Q: 3 clusters Score -2456236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2456242.250000 Penalty: 5089.102539
	Iteration 128Q: 3 clusters Score -2456242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2456239.750000 Penalty: 5089.102539
	Iteration 129Q: 3 clusters Score -2456240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2456238.750000 Penalty: 5089.102539
	Iteration 130Q: 3 clusters Score -2456239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2456240.250000 Penalty: 5089.102539
	Iteration 131Q: 3 clusters Score -2456240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2456239.250000 Penalty: 5089.102539
	Iteration 132Q: 3 clusters Score -2456239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2456242.250000 Penalty: 5089.102539
	Iteration 133Q: 3 clusters Score -2456242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2456244.250000 Penalty: 5089.102539
	Iteration 134Q: 3 clusters Score -2456244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2456244.250000 Penalty: 5089.102539
	Iteration 135Q: 3 clusters Score -2456244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2456244.750000 Penalty: 5089.102539
	Iteration 136Q: 3 clusters Score -2456245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2456245.250000 Penalty: 5089.102539
	Iteration 137Q: 3 clusters Score -2456245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2456245.250000 Penalty: 5089.102539
	Iteration 138F: 3 clusters Score -2456245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Entering Unmasked Estep 
Score: -4785353.000000 Penalty: 2700.311279
	Iteration 0F: 2 clusters Score -4785353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -4749545.500000 Penalty: 5400.622559
	Iteration 0F: 3 clusters Score -4749546 nChanged 24631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -4762861.500000 Penalty: 5400.622559
	Iteration 1F: 3 clusters Score -4762862 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4763399.500000 Penalty: 5400.622559
	Iteration 2Q: 3 clusters Score -4763400 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -4763853.000000 Penalty: 5400.622559
	Iteration 3Q: 3 clusters Score -4763853 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4764175.000000 Penalty: 5400.622559
	Iteration 4Q: 3 clusters Score -4764175 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -4764465.000000 Penalty: 5400.622559
	Iteration 5Q: 3 clusters Score -4764465 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4764809.500000 Penalty: 5400.622559
	Iteration 6Q: 3 clusters Score -4764810 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -4765193.500000 Penalty: 5400.622559
	Iteration 7Q: 3 clusters Score -4765194 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4765682.500000 Penalty: 5400.622559
	Iteration 8Q: 3 clusters Score -4765682 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4766355.000000 Penalty: 5400.622559
	Iteration 9Q: 3 clusters Score -4766355 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4767471.500000 Penalty: 5400.622559
	Iteration 10Q: 3 clusters Score -4767472 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4769214.000000 Penalty: 5400.622559
	Iteration 11F: 3 clusters Score -4769214 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4771724.500000 Penalty: 5400.622559
	Iteration 12F: 3 clusters Score -4771724 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4774564.000000 Penalty: 5400.622559
	Iteration 13F: 3 clusters Score -4774564 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4777324.500000 Penalty: 5400.622559
	Iteration 14F: 3 clusters Score -4777324 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4779551.500000 Penalty: 5400.622559
	Iteration 15Q: 3 clusters Score -4779552 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4781031.500000 Penalty: 5400.622559
	Iteration 16Q: 3 clusters Score -4781032 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4781948.000000 Penalty: 5400.622559
	Iteration 17Q: 3 clusters Score -4781948 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4782461.000000 Penalty: 5400.622559
	Iteration 18Q: 3 clusters Score -4782461 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4782830.500000 Penalty: 5400.622559
	Iteration 19Q: 3 clusters Score -4782830 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4783097.000000 Penalty: 5400.622559
	Iteration 20F: 3 clusters Score -4783097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4783266.000000 Penalty: 5400.622559
	Iteration 21Q: 3 clusters Score -4783266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4783419.500000 Penalty: 5400.622559
	Iteration 22Q: 3 clusters Score -4783420 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4783543.500000 Penalty: 5400.622559
	Iteration 23Q: 3 clusters Score -4783544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4783634.500000 Penalty: 5400.622559
	Iteration 24Q: 3 clusters Score -4783634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4783683.500000 Penalty: 5400.622559
	Iteration 25Q: 3 clusters Score -4783684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4783702.000000 Penalty: 5400.622559
	Iteration 26Q: 3 clusters Score -4783702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4783728.500000 Penalty: 5400.622559
	Iteration 27Q: 3 clusters Score -4783728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4783739.500000 Penalty: 5400.622559
	Iteration 28Q: 3 clusters Score -4783740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4783753.500000 Penalty: 5400.622559
	Iteration 29Q: 3 clusters Score -4783754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4783760.000000 Penalty: 5400.622559
	Iteration 30Q: 3 clusters Score -4783760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4783761.500000 Penalty: 5400.622559
	Iteration 31Q: 3 clusters Score -4783762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4783761.500000 Penalty: 5400.622559
	Iteration 32Q: 3 clusters Score -4783762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4783760.500000 Penalty: 5400.622559
	Iteration 33Q: 3 clusters Score -4783760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4783765.000000 Penalty: 5400.622559
	Iteration 34Q: 3 clusters Score -4783765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4783765.500000 Penalty: 5400.622559
	Iteration 35Q: 3 clusters Score -4783766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4783763.000000 Penalty: 5400.622559
	Iteration 36Q: 3 clusters Score -4783763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4783768.500000 Penalty: 5400.622559
	Iteration 37Q: 3 clusters Score -4783768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4783767.000000 Penalty: 5400.622559
	Iteration 38Q: 3 clusters Score -4783767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4783766.500000 Penalty: 5400.622559
	Iteration 39Q: 3 clusters Score -4783766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4783766.500000 Penalty: 5400.622559
	Iteration 40F: 3 clusters Score -4783766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Entering Unmasked Estep 
Score: -838725.250000 Penalty: 2285.820557
	Iteration 0F: 2 clusters Score -838725.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -831092.500000 Penalty: 4571.641113
	Iteration 0F: 3 clusters Score -831092.5 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -833381.187500 Penalty: 4571.641113
	Iteration 1F: 3 clusters Score -833381.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -833743.437500 Penalty: 4571.641113
	Iteration 2F: 3 clusters Score -833743.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -834043.250000 Penalty: 4571.641113
	Iteration 3F: 3 clusters Score -834043.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -834302.687500 Penalty: 4571.641113
	Iteration 4Q: 3 clusters Score -834302.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -834567.937500 Penalty: 4571.641113
	Iteration 5Q: 3 clusters Score -834567.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -834846.437500 Penalty: 4571.641113
	Iteration 6Q: 3 clusters Score -834846.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -835132.437500 Penalty: 4571.641113
	Iteration 7Q: 3 clusters Score -835132.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -835405.187500 Penalty: 4571.641113
	Iteration 8Q: 3 clusters Score -835405.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -835698.812500 Penalty: 4571.641113
	Iteration 9Q: 3 clusters Score -835698.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -835962.125000 Penalty: 4571.641113
	Iteration 10Q: 3 clusters Score -835962.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -836149.250000 Penalty: 4571.641113
	Iteration 11Q: 3 clusters Score -836149.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -836273.312500 Penalty: 4571.641113
	Iteration 12Q: 3 clusters Score -836273.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -836364.875000 Penalty: 4571.641113
	Iteration 13Q: 3 clusters Score -836364.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -836435.312500 Penalty: 4571.641113
	Iteration 14Q: 3 clusters Score -836435.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -836480.437500 Penalty: 4571.641113
	Iteration 15Q: 3 clusters Score -836480.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -836514.625000 Penalty: 4571.641113
	Iteration 16Q: 3 clusters Score -836514.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -836535.750000 Penalty: 4571.641113
	Iteration 17Q: 3 clusters Score -836535.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -836551.125000 Penalty: 4571.641113
	Iteration 18Q: 3 clusters Score -836551.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -836562.562500 Penalty: 4571.641113
	Iteration 19Q: 3 clusters Score -836562.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -836574.625000 Penalty: 4571.641113
	Iteration 20F: 3 clusters Score -836574.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -836580.437500 Penalty: 4571.641113
	Iteration 21Q: 3 clusters Score -836580.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -836586.500000 Penalty: 4571.641113
	Iteration 22Q: 3 clusters Score -836586.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -836593.187500 Penalty: 4571.641113
	Iteration 23Q: 3 clusters Score -836593.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -836596.875000 Penalty: 4571.641113
	Iteration 24Q: 3 clusters Score -836596.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -836602.437500 Penalty: 4571.641113
	Iteration 25Q: 3 clusters Score -836602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -836602.562500 Penalty: 4571.641113
	Iteration 26Q: 3 clusters Score -836602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -836607.625000 Penalty: 4571.641113
	Iteration 27Q: 3 clusters Score -836607.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -836612.312500 Penalty: 4571.641113
	Iteration 28Q: 3 clusters Score -836612.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -836612.375000 Penalty: 4571.641113
	Iteration 29Q: 3 clusters Score -836612.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -836617.000000 Penalty: 4571.641113
	Iteration 30Q: 3 clusters Score -836617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -836620.875000 Penalty: 4571.641113
	Iteration 31Q: 3 clusters Score -836620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -836622.437500 Penalty: 4571.641113
	Iteration 32Q: 3 clusters Score -836622.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -836624.750000 Penalty: 4571.641113
	Iteration 33Q: 3 clusters Score -836624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -836628.500000 Penalty: 4571.641113
	Iteration 34Q: 3 clusters Score -836628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -836630.625000 Penalty: 4571.641113
	Iteration 35Q: 3 clusters Score -836630.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -836635.062500 Penalty: 4571.641113
	Iteration 36Q: 3 clusters Score -836635.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -836634.437500 Penalty: 4571.641113
	Iteration 37Q: 3 clusters Score -836634.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -836636.562500 Penalty: 4571.641113
	Iteration 38Q: 3 clusters Score -836636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -836637.875000 Penalty: 4571.641113
	Iteration 39Q: 3 clusters Score -836637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -836641.625000 Penalty: 4571.641113
	Iteration 40F: 3 clusters Score -836641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -836640.000000 Penalty: 4571.641113
	Iteration 41Q: 3 clusters Score -836640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -836641.937500 Penalty: 4571.641113
	Iteration 42Q: 3 clusters Score -836641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -836642.687500 Penalty: 4571.641113
	Iteration 43Q: 3 clusters Score -836642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -836643.375000 Penalty: 4571.641113
	Iteration 44Q: 3 clusters Score -836643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -836644.812500 Penalty: 4571.641113
	Iteration 45Q: 3 clusters Score -836644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -836644.812500 Penalty: 4571.641113
	Iteration 46F: 3 clusters Score -836644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -218157.312500 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -218157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -215047.406250 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -215047.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -215742.250000 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -215742.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -216004.453125 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -216004.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -216249.328125 Penalty: 3922.924561
	Iteration 3F: 3 clusters Score -216249.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -216498.828125 Penalty: 3922.924561
	Iteration 4F: 3 clusters Score -216498.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -216696.859375 Penalty: 3922.924561
	Iteration 5F: 3 clusters Score -216696.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -216847.578125 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -216847.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -216948.125000 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -216948.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -217024.343750 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -217024.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -217078.484375 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -217078.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -217132.156250 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -217132.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -217181.687500 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -217181.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -217256.812500 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -217256.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -217409.578125 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -217409.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -217644.593750 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -217644.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -217748.750000 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -217748.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -217798.546875 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -217798.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -217821.437500 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -217821.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -217838.265625 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -217838.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -217850.437500 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -217850.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -217855.125000 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -217855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -217861.859375 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -217861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -217869.031250 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -217869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -217880.031250 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -217880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -217886.328125 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -217886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -217891.062500 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -217891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -217892.921875 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -217892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -217893.531250 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -217893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -217894.718750 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -217894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -217895.562500 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -217895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -217895.968750 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -217896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -217895.968750 Penalty: 3922.924561
	Iteration 31F: 3 clusters Score -217896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Entering Unmasked Estep 
Score: -1420130.375000 Penalty: 2402.562988
	Iteration 0F: 2 clusters Score -1420130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1408440.500000 Penalty: 4805.125977
	Iteration 0F: 3 clusters Score -1408440 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1412241.750000 Penalty: 4805.125977
	Iteration 1F: 3 clusters Score -1412242 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1412657.000000 Penalty: 4805.125977
	Iteration 2F: 3 clusters Score -1412657 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1412998.500000 Penalty: 4805.125977
	Iteration 3F: 3 clusters Score -1412998 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1413321.000000 Penalty: 4805.125977
	Iteration 4Q: 3 clusters Score -1413321 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1413627.750000 Penalty: 4805.125977
	Iteration 5Q: 3 clusters Score -1413628 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1413946.875000 Penalty: 4805.125977
	Iteration 6Q: 3 clusters Score -1413947 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1414266.250000 Penalty: 4805.125977
	Iteration 7Q: 3 clusters Score -1414266 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1414575.875000 Penalty: 4805.125977
	Iteration 8Q: 3 clusters Score -1414576 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1414888.625000 Penalty: 4805.125977
	Iteration 9Q: 3 clusters Score -1414889 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1415198.250000 Penalty: 4805.125977
	Iteration 10Q: 3 clusters Score -1415198 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1415470.875000 Penalty: 4805.125977
	Iteration 11Q: 3 clusters Score -1415471 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1415740.375000 Penalty: 4805.125977
	Iteration 12Q: 3 clusters Score -1415740 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1415990.500000 Penalty: 4805.125977
	Iteration 13Q: 3 clusters Score -1415990 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1416216.625000 Penalty: 4805.125977
	Iteration 14Q: 3 clusters Score -1416217 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1416429.000000 Penalty: 4805.125977
	Iteration 15Q: 3 clusters Score -1416429 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1416630.500000 Penalty: 4805.125977
	Iteration 16Q: 3 clusters Score -1416630 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1416798.875000 Penalty: 4805.125977
	Iteration 17Q: 3 clusters Score -1416799 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1416933.750000 Penalty: 4805.125977
	Iteration 18Q: 3 clusters Score -1416934 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1417051.625000 Penalty: 4805.125977
	Iteration 19Q: 3 clusters Score -1417052 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1417141.375000 Penalty: 4805.125977
	Iteration 20F: 3 clusters Score -1417141 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1417220.375000 Penalty: 4805.125977
	Iteration 21Q: 3 clusters Score -1417220 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1417299.250000 Penalty: 4805.125977
	Iteration 22Q: 3 clusters Score -1417299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1417371.000000 Penalty: 4805.125977
	Iteration 23Q: 3 clusters Score -1417371 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1417425.375000 Penalty: 4805.125977
	Iteration 24Q: 3 clusters Score -1417425 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1417473.875000 Penalty: 4805.125977
	Iteration 25Q: 3 clusters Score -1417474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1417529.875000 Penalty: 4805.125977
	Iteration 26Q: 3 clusters Score -1417530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1417583.375000 Penalty: 4805.125977
	Iteration 27Q: 3 clusters Score -1417583 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1417630.875000 Penalty: 4805.125977
	Iteration 28Q: 3 clusters Score -1417631 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1417678.125000 Penalty: 4805.125977
	Iteration 29Q: 3 clusters Score -1417678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1417726.125000 Penalty: 4805.125977
	Iteration 30Q: 3 clusters Score -1417726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1417766.375000 Penalty: 4805.125977
	Iteration 31Q: 3 clusters Score -1417766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1417795.000000 Penalty: 4805.125977
	Iteration 32Q: 3 clusters Score -1417795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1417817.250000 Penalty: 4805.125977
	Iteration 33Q: 3 clusters Score -1417817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1417835.250000 Penalty: 4805.125977
	Iteration 34Q: 3 clusters Score -1417835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1417850.250000 Penalty: 4805.125977
	Iteration 35Q: 3 clusters Score -1417850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1417870.625000 Penalty: 4805.125977
	Iteration 36Q: 3 clusters Score -1417871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1417889.750000 Penalty: 4805.125977
	Iteration 37Q: 3 clusters Score -1417890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1417911.750000 Penalty: 4805.125977
	Iteration 38Q: 3 clusters Score -1417912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1417943.000000 Penalty: 4805.125977
	Iteration 39Q: 3 clusters Score -1417943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1417981.000000 Penalty: 4805.125977
	Iteration 40F: 3 clusters Score -1417981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1418007.500000 Penalty: 4805.125977
	Iteration 41Q: 3 clusters Score -1418008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1418029.375000 Penalty: 4805.125977
	Iteration 42Q: 3 clusters Score -1418029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1418050.500000 Penalty: 4805.125977
	Iteration 43Q: 3 clusters Score -1418050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1418076.875000 Penalty: 4805.125977
	Iteration 44Q: 3 clusters Score -1418077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1418101.875000 Penalty: 4805.125977
	Iteration 45Q: 3 clusters Score -1418102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1418123.375000 Penalty: 4805.125977
	Iteration 46Q: 3 clusters Score -1418123 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1418136.625000 Penalty: 4805.125977
	Iteration 47Q: 3 clusters Score -1418137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1418144.000000 Penalty: 4805.125977
	Iteration 48Q: 3 clusters Score -1418144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1418152.875000 Penalty: 4805.125977
	Iteration 49Q: 3 clusters Score -1418153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1418161.375000 Penalty: 4805.125977
	Iteration 50Q: 3 clusters Score -1418161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1418165.750000 Penalty: 4805.125977
	Iteration 51Q: 3 clusters Score -1418166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1418170.750000 Penalty: 4805.125977
	Iteration 52Q: 3 clusters Score -1418171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1418175.250000 Penalty: 4805.125977
	Iteration 53Q: 3 clusters Score -1418175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1418178.500000 Penalty: 4805.125977
	Iteration 54Q: 3 clusters Score -1418178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1418184.000000 Penalty: 4805.125977
	Iteration 55Q: 3 clusters Score -1418184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1418192.750000 Penalty: 4805.125977
	Iteration 56Q: 3 clusters Score -1418193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1418196.375000 Penalty: 4805.125977
	Iteration 57Q: 3 clusters Score -1418196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1418200.750000 Penalty: 4805.125977
	Iteration 58Q: 3 clusters Score -1418201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1418204.500000 Penalty: 4805.125977
	Iteration 59Q: 3 clusters Score -1418204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1418210.375000 Penalty: 4805.125977
	Iteration 60F: 3 clusters Score -1418210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1418212.250000 Penalty: 4805.125977
	Iteration 61Q: 3 clusters Score -1418212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1418215.250000 Penalty: 4805.125977
	Iteration 62Q: 3 clusters Score -1418215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1418219.625000 Penalty: 4805.125977
	Iteration 63Q: 3 clusters Score -1418220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1418218.500000 Penalty: 4805.125977
	Iteration 64Q: 3 clusters Score -1418218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1418220.875000 Penalty: 4805.125977
	Iteration 65Q: 3 clusters Score -1418221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1418222.750000 Penalty: 4805.125977
	Iteration 66Q: 3 clusters Score -1418223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1418223.000000 Penalty: 4805.125977
	Iteration 67Q: 3 clusters Score -1418223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1418225.500000 Penalty: 4805.125977
	Iteration 68Q: 3 clusters Score -1418226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1418223.250000 Penalty: 4805.125977
	Iteration 69Q: 3 clusters Score -1418223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1418226.500000 Penalty: 4805.125977
	Iteration 70Q: 3 clusters Score -1418226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1418227.750000 Penalty: 4805.125977
	Iteration 71Q: 3 clusters Score -1418228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1418229.875000 Penalty: 4805.125977
	Iteration 72Q: 3 clusters Score -1418230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1418227.875000 Penalty: 4805.125977
	Iteration 73Q: 3 clusters Score -1418228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1418229.375000 Penalty: 4805.125977
	Iteration 74Q: 3 clusters Score -1418229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1418228.750000 Penalty: 4805.125977
	Iteration 75Q: 3 clusters Score -1418229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1418231.000000 Penalty: 4805.125977
	Iteration 76Q: 3 clusters Score -1418231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1418232.500000 Penalty: 4805.125977
	Iteration 77Q: 3 clusters Score -1418232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1418233.125000 Penalty: 4805.125977
	Iteration 78Q: 3 clusters Score -1418233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1418233.750000 Penalty: 4805.125977
	Iteration 79Q: 3 clusters Score -1418234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1418233.750000 Penalty: 4805.125977
	Iteration 80F: 3 clusters Score -1418234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Entering Unmasked Estep 
Score: -1504719.875000 Penalty: 2415.628906
	Iteration 0F: 2 clusters Score -1504720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1492569.625000 Penalty: 4831.257812
	Iteration 0F: 3 clusters Score -1492570 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1496464.250000 Penalty: 4831.257812
	Iteration 1F: 3 clusters Score -1496464 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1496764.500000 Penalty: 4831.257812
	Iteration 2F: 3 clusters Score -1496764 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1497005.750000 Penalty: 4831.257812
	Iteration 3Q: 3 clusters Score -1497006 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1497198.000000 Penalty: 4831.257812
	Iteration 4Q: 3 clusters Score -1497198 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1497386.750000 Penalty: 4831.257812
	Iteration 5Q: 3 clusters Score -1497387 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1497579.500000 Penalty: 4831.257812
	Iteration 6Q: 3 clusters Score -1497580 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1497787.375000 Penalty: 4831.257812
	Iteration 7Q: 3 clusters Score -1497787 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1498059.500000 Penalty: 4831.257812
	Iteration 8Q: 3 clusters Score -1498060 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1498357.125000 Penalty: 4831.257812
	Iteration 9Q: 3 clusters Score -1498357 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1498758.000000 Penalty: 4831.257812
	Iteration 10Q: 3 clusters Score -1498758 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1499280.375000 Penalty: 4831.257812
	Iteration 11Q: 3 clusters Score -1499280 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1499838.875000 Penalty: 4831.257812
	Iteration 12Q: 3 clusters Score -1499839 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1500359.500000 Penalty: 4831.257812
	Iteration 13Q: 3 clusters Score -1500360 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1500798.875000 Penalty: 4831.257812
	Iteration 14Q: 3 clusters Score -1500799 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1501186.625000 Penalty: 4831.257812
	Iteration 15Q: 3 clusters Score -1501187 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1501444.750000 Penalty: 4831.257812
	Iteration 16Q: 3 clusters Score -1501445 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1501606.750000 Penalty: 4831.257812
	Iteration 17Q: 3 clusters Score -1501607 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1501710.125000 Penalty: 4831.257812
	Iteration 18Q: 3 clusters Score -1501710 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1501800.250000 Penalty: 4831.257812
	Iteration 19Q: 3 clusters Score -1501800 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1501877.625000 Penalty: 4831.257812
	Iteration 20F: 3 clusters Score -1501878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1501929.375000 Penalty: 4831.257812
	Iteration 21Q: 3 clusters Score -1501929 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1501973.125000 Penalty: 4831.257812
	Iteration 22Q: 3 clusters Score -1501973 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1502018.000000 Penalty: 4831.257812
	Iteration 23Q: 3 clusters Score -1502018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1502055.875000 Penalty: 4831.257812
	Iteration 24Q: 3 clusters Score -1502056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1502097.375000 Penalty: 4831.257812
	Iteration 25Q: 3 clusters Score -1502097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1502126.750000 Penalty: 4831.257812
	Iteration 26Q: 3 clusters Score -1502127 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1502146.875000 Penalty: 4831.257812
	Iteration 27Q: 3 clusters Score -1502147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1502170.875000 Penalty: 4831.257812
	Iteration 28Q: 3 clusters Score -1502171 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1502193.375000 Penalty: 4831.257812
	Iteration 29Q: 3 clusters Score -1502193 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1502222.875000 Penalty: 4831.257812
	Iteration 30Q: 3 clusters Score -1502223 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1502252.500000 Penalty: 4831.257812
	Iteration 31Q: 3 clusters Score -1502252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1502278.375000 Penalty: 4831.257812
	Iteration 32Q: 3 clusters Score -1502278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1502299.125000 Penalty: 4831.257812
	Iteration 33Q: 3 clusters Score -1502299 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1502323.875000 Penalty: 4831.257812
	Iteration 34Q: 3 clusters Score -1502324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1502355.250000 Penalty: 4831.257812
	Iteration 35Q: 3 clusters Score -1502355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1502388.625000 Penalty: 4831.257812
	Iteration 36Q: 3 clusters Score -1502389 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1502428.875000 Penalty: 4831.257812
	Iteration 37Q: 3 clusters Score -1502429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1502464.000000 Penalty: 4831.257812
	Iteration 38Q: 3 clusters Score -1502464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1502505.250000 Penalty: 4831.257812
	Iteration 39Q: 3 clusters Score -1502505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1502542.750000 Penalty: 4831.257812
	Iteration 40F: 3 clusters Score -1502543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1502588.000000 Penalty: 4831.257812
	Iteration 41Q: 3 clusters Score -1502588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1502631.500000 Penalty: 4831.257812
	Iteration 42Q: 3 clusters Score -1502632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1502655.250000 Penalty: 4831.257812
	Iteration 43Q: 3 clusters Score -1502655 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1502683.250000 Penalty: 4831.257812
	Iteration 44Q: 3 clusters Score -1502683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1502694.875000 Penalty: 4831.257812
	Iteration 45Q: 3 clusters Score -1502695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1502705.750000 Penalty: 4831.257812
	Iteration 46Q: 3 clusters Score -1502706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1502720.875000 Penalty: 4831.257812
	Iteration 47Q: 3 clusters Score -1502721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1502736.125000 Penalty: 4831.257812
	Iteration 48Q: 3 clusters Score -1502736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1502750.750000 Penalty: 4831.257812
	Iteration 49Q: 3 clusters Score -1502751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1502762.375000 Penalty: 4831.257812
	Iteration 50Q: 3 clusters Score -1502762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1502764.250000 Penalty: 4831.257812
	Iteration 51Q: 3 clusters Score -1502764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1502768.250000 Penalty: 4831.257812
	Iteration 52Q: 3 clusters Score -1502768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1502773.750000 Penalty: 4831.257812
	Iteration 53Q: 3 clusters Score -1502774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1502775.375000 Penalty: 4831.257812
	Iteration 54Q: 3 clusters Score -1502775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1502776.125000 Penalty: 4831.257812
	Iteration 55Q: 3 clusters Score -1502776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1502779.125000 Penalty: 4831.257812
	Iteration 56Q: 3 clusters Score -1502779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1502783.000000 Penalty: 4831.257812
	Iteration 57Q: 3 clusters Score -1502783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1502784.500000 Penalty: 4831.257812
	Iteration 58Q: 3 clusters Score -1502784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1502787.875000 Penalty: 4831.257812
	Iteration 59Q: 3 clusters Score -1502788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1502789.875000 Penalty: 4831.257812
	Iteration 60F: 3 clusters Score -1502790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1502790.000000 Penalty: 4831.257812
	Iteration 61Q: 3 clusters Score -1502790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1502790.375000 Penalty: 4831.257812
	Iteration 62Q: 3 clusters Score -1502790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1502790.375000 Penalty: 4831.257812
	Iteration 63F: 3 clusters Score -1502790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -226940.453125 Penalty: 1956.213989
	Iteration 0F: 2 clusters Score -226940.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -223881.078125 Penalty: 3912.427979
	Iteration 0F: 3 clusters Score -223881.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -224470.343750 Penalty: 3912.427979
	Iteration 1F: 3 clusters Score -224470.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -224622.156250 Penalty: 3912.427979
	Iteration 2F: 3 clusters Score -224622.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -224712.343750 Penalty: 3912.427979
	Iteration 3Q: 3 clusters Score -224712.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -224772.015625 Penalty: 3912.427979
	Iteration 4Q: 3 clusters Score -224772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -224823.453125 Penalty: 3912.427979
	Iteration 5Q: 3 clusters Score -224823.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -224863.171875 Penalty: 3912.427979
	Iteration 6Q: 3 clusters Score -224863.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -224894.921875 Penalty: 3912.427979
	Iteration 7Q: 3 clusters Score -224894.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -224920.109375 Penalty: 3912.427979
	Iteration 8Q: 3 clusters Score -224920.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -224941.640625 Penalty: 3912.427979
	Iteration 9Q: 3 clusters Score -224941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -224953.375000 Penalty: 3912.427979
	Iteration 10Q: 3 clusters Score -224953.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -224963.828125 Penalty: 3912.427979
	Iteration 11Q: 3 clusters Score -224963.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -224970.281250 Penalty: 3912.427979
	Iteration 12Q: 3 clusters Score -224970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -224978.578125 Penalty: 3912.427979
	Iteration 13Q: 3 clusters Score -224978.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -224986.171875 Penalty: 3912.427979
	Iteration 14Q: 3 clusters Score -224986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -224991.843750 Penalty: 3912.427979
	Iteration 15Q: 3 clusters Score -224991.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -224997.671875 Penalty: 3912.427979
	Iteration 16Q: 3 clusters Score -224997.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -225002.718750 Penalty: 3912.427979
	Iteration 17Q: 3 clusters Score -225002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -225008.140625 Penalty: 3912.427979
	Iteration 18Q: 3 clusters Score -225008.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -225012.578125 Penalty: 3912.427979
	Iteration 19Q: 3 clusters Score -225012.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -225020.468750 Penalty: 3912.427979
	Iteration 20F: 3 clusters Score -225020.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -225034.203125 Penalty: 3912.427979
	Iteration 21Q: 3 clusters Score -225034.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -225047.406250 Penalty: 3912.427979
	Iteration 22Q: 3 clusters Score -225047.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -225064.515625 Penalty: 3912.427979
	Iteration 23Q: 3 clusters Score -225064.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -225082.578125 Penalty: 3912.427979
	Iteration 24Q: 3 clusters Score -225082.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -225101.421875 Penalty: 3912.427979
	Iteration 25Q: 3 clusters Score -225101.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -225118.687500 Penalty: 3912.427979
	Iteration 26Q: 3 clusters Score -225118.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -225136.468750 Penalty: 3912.427979
	Iteration 27Q: 3 clusters Score -225136.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -225158.187500 Penalty: 3912.427979
	Iteration 28Q: 3 clusters Score -225158.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -225181.390625 Penalty: 3912.427979
	Iteration 29Q: 3 clusters Score -225181.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -225201.875000 Penalty: 3912.427979
	Iteration 30Q: 3 clusters Score -225201.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -225221.343750 Penalty: 3912.427979
	Iteration 31Q: 3 clusters Score -225221.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -225240.093750 Penalty: 3912.427979
	Iteration 32Q: 3 clusters Score -225240.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -225258.234375 Penalty: 3912.427979
	Iteration 33Q: 3 clusters Score -225258.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -225274.343750 Penalty: 3912.427979
	Iteration 34Q: 3 clusters Score -225274.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -225288.406250 Penalty: 3912.427979
	Iteration 35Q: 3 clusters Score -225288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -225301.250000 Penalty: 3912.427979
	Iteration 36Q: 3 clusters Score -225301.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -225313.578125 Penalty: 3912.427979
	Iteration 37Q: 3 clusters Score -225313.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -225320.109375 Penalty: 3912.427979
	Iteration 38Q: 3 clusters Score -225320.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -225323.312500 Penalty: 3912.427979
	Iteration 39Q: 3 clusters Score -225323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -225324.859375 Penalty: 3912.427979
	Iteration 40F: 3 clusters Score -225324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -225325.609375 Penalty: 3912.427979
	Iteration 41Q: 3 clusters Score -225325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -225326.078125 Penalty: 3912.427979
	Iteration 42Q: 3 clusters Score -225326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -225326.078125 Penalty: 3912.427979
	Iteration 43F: 3 clusters Score -225326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Entering Unmasked Estep 
Score: -1207979.625000 Penalty: 2384.901611
	Iteration 0F: 2 clusters Score -1207980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1197206.250000 Penalty: 4769.803223
	Iteration 0F: 3 clusters Score -1197206 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1201260.750000 Penalty: 4769.803223
	Iteration 1F: 3 clusters Score -1201261 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1202577.875000 Penalty: 4769.803223
	Iteration 2F: 3 clusters Score -1202578 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1204120.500000 Penalty: 4769.803223
	Iteration 3F: 3 clusters Score -1204120 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1205266.875000 Penalty: 4769.803223
	Iteration 4F: 3 clusters Score -1205267 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1205976.125000 Penalty: 4769.803223
	Iteration 5F: 3 clusters Score -1205976 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1206369.500000 Penalty: 4769.803223
	Iteration 6Q: 3 clusters Score -1206370 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1206542.375000 Penalty: 4769.803223
	Iteration 7Q: 3 clusters Score -1206542 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1206635.500000 Penalty: 4769.803223
	Iteration 8Q: 3 clusters Score -1206636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1206689.500000 Penalty: 4769.803223
	Iteration 9Q: 3 clusters Score -1206690 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1206717.375000 Penalty: 4769.803223
	Iteration 10Q: 3 clusters Score -1206717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1206737.500000 Penalty: 4769.803223
	Iteration 11Q: 3 clusters Score -1206738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1206759.375000 Penalty: 4769.803223
	Iteration 12Q: 3 clusters Score -1206759 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1206776.000000 Penalty: 4769.803223
	Iteration 13Q: 3 clusters Score -1206776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1206790.625000 Penalty: 4769.803223
	Iteration 14Q: 3 clusters Score -1206791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1206801.125000 Penalty: 4769.803223
	Iteration 15Q: 3 clusters Score -1206801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1206815.500000 Penalty: 4769.803223
	Iteration 16Q: 3 clusters Score -1206816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1206829.625000 Penalty: 4769.803223
	Iteration 17Q: 3 clusters Score -1206830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1206841.625000 Penalty: 4769.803223
	Iteration 18Q: 3 clusters Score -1206842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1206860.250000 Penalty: 4769.803223
	Iteration 19Q: 3 clusters Score -1206860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1206877.625000 Penalty: 4769.803223
	Iteration 20F: 3 clusters Score -1206878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1206901.875000 Penalty: 4769.803223
	Iteration 21Q: 3 clusters Score -1206902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1206915.375000 Penalty: 4769.803223
	Iteration 22Q: 3 clusters Score -1206915 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1206925.875000 Penalty: 4769.803223
	Iteration 23Q: 3 clusters Score -1206926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1206935.250000 Penalty: 4769.803223
	Iteration 24Q: 3 clusters Score -1206935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1206948.375000 Penalty: 4769.803223
	Iteration 25Q: 3 clusters Score -1206948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1206965.750000 Penalty: 4769.803223
	Iteration 26Q: 3 clusters Score -1206966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1206983.375000 Penalty: 4769.803223
	Iteration 27Q: 3 clusters Score -1206983 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1207002.125000 Penalty: 4769.803223
	Iteration 28Q: 3 clusters Score -1207002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1207009.500000 Penalty: 4769.803223
	Iteration 29Q: 3 clusters Score -1207010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1207025.125000 Penalty: 4769.803223
	Iteration 30Q: 3 clusters Score -1207025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1207039.500000 Penalty: 4769.803223
	Iteration 31Q: 3 clusters Score -1207040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1207049.125000 Penalty: 4769.803223
	Iteration 32Q: 3 clusters Score -1207049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1207064.000000 Penalty: 4769.803223
	Iteration 33Q: 3 clusters Score -1207064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1207076.750000 Penalty: 4769.803223
	Iteration 34Q: 3 clusters Score -1207077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1207084.750000 Penalty: 4769.803223
	Iteration 35Q: 3 clusters Score -1207085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1207101.875000 Penalty: 4769.803223
	Iteration 36Q: 3 clusters Score -1207102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1207107.500000 Penalty: 4769.803223
	Iteration 37Q: 3 clusters Score -1207108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1207122.125000 Penalty: 4769.803223
	Iteration 38Q: 3 clusters Score -1207122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1207131.000000 Penalty: 4769.803223
	Iteration 39Q: 3 clusters Score -1207131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1207149.125000 Penalty: 4769.803223
	Iteration 40F: 3 clusters Score -1207149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1207170.000000 Penalty: 4769.803223
	Iteration 41Q: 3 clusters Score -1207170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1207186.125000 Penalty: 4769.803223
	Iteration 42Q: 3 clusters Score -1207186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1207206.875000 Penalty: 4769.803223
	Iteration 43Q: 3 clusters Score -1207207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1207239.250000 Penalty: 4769.803223
	Iteration 44Q: 3 clusters Score -1207239 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1207276.375000 Penalty: 4769.803223
	Iteration 45Q: 3 clusters Score -1207276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1207313.125000 Penalty: 4769.803223
	Iteration 46Q: 3 clusters Score -1207313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1207357.750000 Penalty: 4769.803223
	Iteration 47Q: 3 clusters Score -1207358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1207404.125000 Penalty: 4769.803223
	Iteration 48Q: 3 clusters Score -1207404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1207450.625000 Penalty: 4769.803223
	Iteration 49Q: 3 clusters Score -1207451 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1207482.875000 Penalty: 4769.803223
	Iteration 50Q: 3 clusters Score -1207483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1207512.125000 Penalty: 4769.803223
	Iteration 51Q: 3 clusters Score -1207512 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1207528.250000 Penalty: 4769.803223
	Iteration 52Q: 3 clusters Score -1207528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1207537.625000 Penalty: 4769.803223
	Iteration 53Q: 3 clusters Score -1207538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1207542.625000 Penalty: 4769.803223
	Iteration 54Q: 3 clusters Score -1207543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1207541.750000 Penalty: 4769.803223
	Iteration 55Q: 3 clusters Score -1207542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1207543.750000 Penalty: 4769.803223
	Iteration 56Q: 3 clusters Score -1207544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1207543.750000 Penalty: 4769.803223
	Iteration 57Q: 3 clusters Score -1207544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1207548.875000 Penalty: 4769.803223
	Iteration 58Q: 3 clusters Score -1207549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1207550.625000 Penalty: 4769.803223
	Iteration 59Q: 3 clusters Score -1207551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1207552.375000 Penalty: 4769.803223
	Iteration 60F: 3 clusters Score -1207552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1207553.625000 Penalty: 4769.803223
	Iteration 61Q: 3 clusters Score -1207554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1207556.250000 Penalty: 4769.803223
	Iteration 62Q: 3 clusters Score -1207556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1207554.625000 Penalty: 4769.803223
	Iteration 63Q: 3 clusters Score -1207555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1207557.125000 Penalty: 4769.803223
	Iteration 64Q: 3 clusters Score -1207557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1207556.375000 Penalty: 4769.803223
	Iteration 65Q: 3 clusters Score -1207556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1207557.125000 Penalty: 4769.803223
	Iteration 66Q: 3 clusters Score -1207557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1207557.375000 Penalty: 4769.803223
	Iteration 67Q: 3 clusters Score -1207557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1207558.500000 Penalty: 4769.803223
	Iteration 68Q: 3 clusters Score -1207558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1207557.625000 Penalty: 4769.803223
	Iteration 69Q: 3 clusters Score -1207558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1207558.750000 Penalty: 4769.803223
	Iteration 70Q: 3 clusters Score -1207559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1207560.125000 Penalty: 4769.803223
	Iteration 71Q: 3 clusters Score -1207560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1207559.625000 Penalty: 4769.803223
	Iteration 72Q: 3 clusters Score -1207560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1207561.250000 Penalty: 4769.803223
	Iteration 73Q: 3 clusters Score -1207561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1207559.875000 Penalty: 4769.803223
	Iteration 74Q: 3 clusters Score -1207560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1207559.875000 Penalty: 4769.803223
	Iteration 75F: 3 clusters Score -1207560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Entering Unmasked Estep 
Score: -8832266.000000 Penalty: 2856.551025
	Iteration 0F: 2 clusters Score -8832266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -8765025.000000 Penalty: 5713.102051
	Iteration 0F: 3 clusters Score -8765025 nChanged 47527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -8792421.000000 Penalty: 5713.102051
	Iteration 1F: 3 clusters Score -8792421 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -8793199.000000 Penalty: 5713.102051
	Iteration 2Q: 3 clusters Score -8793199 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -8794182.000000 Penalty: 5713.102051
	Iteration 3Q: 3 clusters Score -8794182 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -8795588.000000 Penalty: 5713.102051
	Iteration 4Q: 3 clusters Score -8795588 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 63441 members 
Entering Unmasked Estep 
Score: -8797833.000000 Penalty: 5713.102051
	Iteration 5Q: 3 clusters Score -8797833 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -8801443.000000 Penalty: 5713.102051
	Iteration 6F: 3 clusters Score -8801443 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -8807019.000000 Penalty: 5713.102051
	Iteration 7F: 3 clusters Score -8807019 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -8814510.000000 Penalty: 5713.102051
	Iteration 8F: 3 clusters Score -8814510 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -8821890.000000 Penalty: 5713.102051
	Iteration 9F: 3 clusters Score -8821890 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -8826878.000000 Penalty: 5713.102051
	Iteration 10Q: 3 clusters Score -8826878 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -8828798.000000 Penalty: 5713.102051
	Iteration 11Q: 3 clusters Score -8828798 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -8829314.000000 Penalty: 5713.102051
	Iteration 12Q: 3 clusters Score -8829314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -8829489.000000 Penalty: 5713.102051
	Iteration 13Q: 3 clusters Score -8829489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -8829559.000000 Penalty: 5713.102051
	Iteration 14Q: 3 clusters Score -8829559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -8829596.000000 Penalty: 5713.102051
	Iteration 15Q: 3 clusters Score -8829596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -8829634.000000 Penalty: 5713.102051
	Iteration 16Q: 3 clusters Score -8829634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -8829666.000000 Penalty: 5713.102051
	Iteration 17Q: 3 clusters Score -8829666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -8829690.000000 Penalty: 5713.102051
	Iteration 18Q: 3 clusters Score -8829690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -8829703.000000 Penalty: 5713.102051
	Iteration 19Q: 3 clusters Score -8829703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -8829710.000000 Penalty: 5713.102051
	Iteration 20F: 3 clusters Score -8829710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -537529.562500 Penalty: 2178.586182
	Iteration 0F: 2 clusters Score -537529.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -532084.312500 Penalty: 4357.172363
	Iteration 0F: 3 clusters Score -532084.3 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -533661.937500 Penalty: 4357.172363
	Iteration 1F: 3 clusters Score -533661.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -534183.000000 Penalty: 4357.172363
	Iteration 2F: 3 clusters Score -534183 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -534727.875000 Penalty: 4357.172363
	Iteration 3F: 3 clusters Score -534727.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -535206.750000 Penalty: 4357.172363
	Iteration 4F: 3 clusters Score -535206.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -535543.062500 Penalty: 4357.172363
	Iteration 5F: 3 clusters Score -535543.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -535792.062500 Penalty: 4357.172363
	Iteration 6Q: 3 clusters Score -535792.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -535964.812500 Penalty: 4357.172363
	Iteration 7Q: 3 clusters Score -535964.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -536100.437500 Penalty: 4357.172363
	Iteration 8Q: 3 clusters Score -536100.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -536188.000000 Penalty: 4357.172363
	Iteration 9Q: 3 clusters Score -536188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -536245.187500 Penalty: 4357.172363
	Iteration 10Q: 3 clusters Score -536245.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -536293.812500 Penalty: 4357.172363
	Iteration 11Q: 3 clusters Score -536293.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -536327.687500 Penalty: 4357.172363
	Iteration 12Q: 3 clusters Score -536327.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -536354.750000 Penalty: 4357.172363
	Iteration 13Q: 3 clusters Score -536354.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -536379.187500 Penalty: 4357.172363
	Iteration 14Q: 3 clusters Score -536379.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -536395.062500 Penalty: 4357.172363
	Iteration 15Q: 3 clusters Score -536395.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -536407.125000 Penalty: 4357.172363
	Iteration 16Q: 3 clusters Score -536407.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -536419.125000 Penalty: 4357.172363
	Iteration 17Q: 3 clusters Score -536419.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -536431.125000 Penalty: 4357.172363
	Iteration 18Q: 3 clusters Score -536431.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -536443.812500 Penalty: 4357.172363
	Iteration 19Q: 3 clusters Score -536443.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -536459.062500 Penalty: 4357.172363
	Iteration 20F: 3 clusters Score -536459.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -536480.375000 Penalty: 4357.172363
	Iteration 21Q: 3 clusters Score -536480.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -536508.500000 Penalty: 4357.172363
	Iteration 22Q: 3 clusters Score -536508.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -536544.875000 Penalty: 4357.172363
	Iteration 23Q: 3 clusters Score -536544.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -536594.187500 Penalty: 4357.172363
	Iteration 24Q: 3 clusters Score -536594.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -536644.687500 Penalty: 4357.172363
	Iteration 25Q: 3 clusters Score -536644.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -536730.125000 Penalty: 4357.172363
	Iteration 26Q: 3 clusters Score -536730.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -536846.750000 Penalty: 4357.172363
	Iteration 27Q: 3 clusters Score -536846.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -536985.875000 Penalty: 4357.172363
	Iteration 28Q: 3 clusters Score -536985.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -537132.312500 Penalty: 4357.172363
	Iteration 29Q: 3 clusters Score -537132.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -537342.750000 Penalty: 4357.172363
	Iteration 30Q: 3 clusters Score -537342.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -537575.500000 Penalty: 4357.172363
	Iteration 31Q: 3 clusters Score -537575.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -537699.687500 Penalty: 4357.172363
	Iteration 32Q: 3 clusters Score -537699.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -537756.062500 Penalty: 4357.172363
	Iteration 33Q: 3 clusters Score -537756.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -537781.187500 Penalty: 4357.172363
	Iteration 34Q: 3 clusters Score -537781.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -537800.250000 Penalty: 4357.172363
	Iteration 35Q: 3 clusters Score -537800.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -537813.375000 Penalty: 4357.172363
	Iteration 36Q: 3 clusters Score -537813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -537821.375000 Penalty: 4357.172363
	Iteration 37Q: 3 clusters Score -537821.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -537828.250000 Penalty: 4357.172363
	Iteration 38Q: 3 clusters Score -537828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -537831.250000 Penalty: 4357.172363
	Iteration 39Q: 3 clusters Score -537831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -537831.437500 Penalty: 4357.172363
	Iteration 40F: 3 clusters Score -537831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -537831.875000 Penalty: 4357.172363
	Iteration 41Q: 3 clusters Score -537831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -537833.687500 Penalty: 4357.172363
	Iteration 42Q: 3 clusters Score -537833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -537833.187500 Penalty: 4357.172363
	Iteration 43Q: 3 clusters Score -537833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -537834.562500 Penalty: 4357.172363
	Iteration 44Q: 3 clusters Score -537834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -537835.625000 Penalty: 4357.172363
	Iteration 45Q: 3 clusters Score -537835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -537835.250000 Penalty: 4357.172363
	Iteration 46Q: 3 clusters Score -537835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -537835.500000 Penalty: 4357.172363
	Iteration 47Q: 3 clusters Score -537835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -537836.687500 Penalty: 4357.172363
	Iteration 48Q: 3 clusters Score -537836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -537838.562500 Penalty: 4357.172363
	Iteration 49Q: 3 clusters Score -537838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -537838.750000 Penalty: 4357.172363
	Iteration 50Q: 3 clusters Score -537838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -537839.812500 Penalty: 4357.172363
	Iteration 51Q: 3 clusters Score -537839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -537840.500000 Penalty: 4357.172363
	Iteration 52Q: 3 clusters Score -537840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -537842.687500 Penalty: 4357.172363
	Iteration 53Q: 3 clusters Score -537842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -537842.312500 Penalty: 4357.172363
	Iteration 54Q: 3 clusters Score -537842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -537842.312500 Penalty: 4357.172363
	Iteration 55F: 3 clusters Score -537842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 8588 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 28575 members 
Mstep: Class 10 contains 53549 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 16119 members 
Mstep: Class 14 contains 16991 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 15011 members 
Mstep: Class 17 contains 100544 members 
Mstep: Class 18 contains 5090 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 25381 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 415450 members 
Mstep: Class 23 contains 16366 members 
Mstep: Class 24 contains 330415 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 26193 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14975 members 
Mstep: Class 31 contains 8026 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 11356 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 11220 members 
Mstep: Class 36 contains 4036 members 
Mstep: Class 37 contains 58282 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Mstep: Class 40 contains 1443 members 
Entering Unmasked Estep 
Score: -113001432.000000 Penalty: 139884.406250
Splitting cluster 18 changes total score from -113002544.000000 to -113001432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -1107306.875000 Penalty: 2348.102539
	Iteration 0F: 2 clusters Score -1107307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1097828.625000 Penalty: 4696.205078
	Iteration 0F: 3 clusters Score -1097829 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1100752.000000 Penalty: 4696.205078
	Iteration 1F: 3 clusters Score -1100752 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1101191.500000 Penalty: 4696.205078
	Iteration 2F: 3 clusters Score -1101192 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1101606.625000 Penalty: 4696.205078
	Iteration 3F: 3 clusters Score -1101607 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1102034.625000 Penalty: 4696.205078
	Iteration 4F: 3 clusters Score -1102035 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1102514.125000 Penalty: 4696.205078
	Iteration 5F: 3 clusters Score -1102514 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1103044.500000 Penalty: 4696.205078
	Iteration 6F: 3 clusters Score -1103044 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1103576.250000 Penalty: 4696.205078
	Iteration 7F: 3 clusters Score -1103576 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1104071.000000 Penalty: 4696.205078
	Iteration 8F: 3 clusters Score -1104071 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1104609.875000 Penalty: 4696.205078
	Iteration 9Q: 3 clusters Score -1104610 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1105194.625000 Penalty: 4696.205078
	Iteration 10Q: 3 clusters Score -1105195 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1105777.125000 Penalty: 4696.205078
	Iteration 11Q: 3 clusters Score -1105777 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1106272.875000 Penalty: 4696.205078
	Iteration 12Q: 3 clusters Score -1106273 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1106567.625000 Penalty: 4696.205078
	Iteration 13Q: 3 clusters Score -1106568 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1106708.375000 Penalty: 4696.205078
	Iteration 14Q: 3 clusters Score -1106708 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1106788.375000 Penalty: 4696.205078
	Iteration 15Q: 3 clusters Score -1106788 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1106836.875000 Penalty: 4696.205078
	Iteration 16Q: 3 clusters Score -1106837 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1106874.875000 Penalty: 4696.205078
	Iteration 17Q: 3 clusters Score -1106875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1106901.875000 Penalty: 4696.205078
	Iteration 18Q: 3 clusters Score -1106902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1106919.750000 Penalty: 4696.205078
	Iteration 19Q: 3 clusters Score -1106920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1106935.000000 Penalty: 4696.205078
	Iteration 20F: 3 clusters Score -1106935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1106941.125000 Penalty: 4696.205078
	Iteration 21Q: 3 clusters Score -1106941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1106948.125000 Penalty: 4696.205078
	Iteration 22Q: 3 clusters Score -1106948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1106952.750000 Penalty: 4696.205078
	Iteration 23Q: 3 clusters Score -1106953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1106960.125000 Penalty: 4696.205078
	Iteration 24Q: 3 clusters Score -1106960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1106958.250000 Penalty: 4696.205078
	Iteration 25Q: 3 clusters Score -1106958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1106964.250000 Penalty: 4696.205078
	Iteration 26Q: 3 clusters Score -1106964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1106970.500000 Penalty: 4696.205078
	Iteration 27Q: 3 clusters Score -1106970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1106969.375000 Penalty: 4696.205078
	Iteration 28Q: 3 clusters Score -1106969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1106970.125000 Penalty: 4696.205078
	Iteration 29Q: 3 clusters Score -1106970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1106972.875000 Penalty: 4696.205078
	Iteration 30Q: 3 clusters Score -1106973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1106972.750000 Penalty: 4696.205078
	Iteration 31Q: 3 clusters Score -1106973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1106972.625000 Penalty: 4696.205078
	Iteration 32Q: 3 clusters Score -1106973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1106974.000000 Penalty: 4696.205078
	Iteration 33Q: 3 clusters Score -1106974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1106974.000000 Penalty: 4696.205078
	Iteration 34Q: 3 clusters Score -1106974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1106974.625000 Penalty: 4696.205078
	Iteration 35Q: 3 clusters Score -1106975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1106974.625000 Penalty: 4696.205078
	Iteration 36F: 3 clusters Score -1106975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Entering Unmasked Estep 
Score: -2060340.875000 Penalty: 2515.155518
	Iteration 0F: 2 clusters Score -2060341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2042695.250000 Penalty: 5030.311035
	Iteration 0F: 3 clusters Score -2042695 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2048937.875000 Penalty: 5030.311035
	Iteration 1F: 3 clusters Score -2048938 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2049543.750000 Penalty: 5030.311035
	Iteration 2F: 3 clusters Score -2049544 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2050271.250000 Penalty: 5030.311035
	Iteration 3F: 3 clusters Score -2050271 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2051140.500000 Penalty: 5030.311035
	Iteration 4F: 3 clusters Score -2051140 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2052152.125000 Penalty: 5030.311035
	Iteration 5F: 3 clusters Score -2052152 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2053239.375000 Penalty: 5030.311035
	Iteration 6F: 3 clusters Score -2053239 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2054231.125000 Penalty: 5030.311035
	Iteration 7F: 3 clusters Score -2054231 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2055002.625000 Penalty: 5030.311035
	Iteration 8F: 3 clusters Score -2055003 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2055538.250000 Penalty: 5030.311035
	Iteration 9Q: 3 clusters Score -2055538 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2055988.000000 Penalty: 5030.311035
	Iteration 10Q: 3 clusters Score -2055988 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2056359.875000 Penalty: 5030.311035
	Iteration 11Q: 3 clusters Score -2056360 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2056649.875000 Penalty: 5030.311035
	Iteration 12Q: 3 clusters Score -2056650 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2056878.875000 Penalty: 5030.311035
	Iteration 13Q: 3 clusters Score -2056879 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2057043.125000 Penalty: 5030.311035
	Iteration 14Q: 3 clusters Score -2057043 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2057169.250000 Penalty: 5030.311035
	Iteration 15Q: 3 clusters Score -2057169 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2057268.500000 Penalty: 5030.311035
	Iteration 16Q: 3 clusters Score -2057268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2057333.500000 Penalty: 5030.311035
	Iteration 17Q: 3 clusters Score -2057334 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2057394.875000 Penalty: 5030.311035
	Iteration 18Q: 3 clusters Score -2057395 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2057438.500000 Penalty: 5030.311035
	Iteration 19Q: 3 clusters Score -2057438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2057478.000000 Penalty: 5030.311035
	Iteration 20F: 3 clusters Score -2057478 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2057510.000000 Penalty: 5030.311035
	Iteration 21Q: 3 clusters Score -2057510 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -2057542.625000 Penalty: 5030.311035
	Iteration 22Q: 3 clusters Score -2057543 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2057568.000000 Penalty: 5030.311035
	Iteration 23Q: 3 clusters Score -2057568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2057592.875000 Penalty: 5030.311035
	Iteration 24Q: 3 clusters Score -2057593 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2057606.750000 Penalty: 5030.311035
	Iteration 25Q: 3 clusters Score -2057607 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2057632.250000 Penalty: 5030.311035
	Iteration 26Q: 3 clusters Score -2057632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2057635.250000 Penalty: 5030.311035
	Iteration 27Q: 3 clusters Score -2057635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2057650.625000 Penalty: 5030.311035
	Iteration 28Q: 3 clusters Score -2057651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2057664.125000 Penalty: 5030.311035
	Iteration 29Q: 3 clusters Score -2057664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2057669.625000 Penalty: 5030.311035
	Iteration 30Q: 3 clusters Score -2057670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2057677.750000 Penalty: 5030.311035
	Iteration 31Q: 3 clusters Score -2057678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2057680.625000 Penalty: 5030.311035
	Iteration 32Q: 3 clusters Score -2057681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2057684.750000 Penalty: 5030.311035
	Iteration 33Q: 3 clusters Score -2057685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2057689.375000 Penalty: 5030.311035
	Iteration 34Q: 3 clusters Score -2057689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2057689.375000 Penalty: 5030.311035
	Iteration 35Q: 3 clusters Score -2057689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2057701.500000 Penalty: 5030.311035
	Iteration 36Q: 3 clusters Score -2057702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2057709.000000 Penalty: 5030.311035
	Iteration 37Q: 3 clusters Score -2057709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2057709.625000 Penalty: 5030.311035
	Iteration 38Q: 3 clusters Score -2057710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2057716.500000 Penalty: 5030.311035
	Iteration 39Q: 3 clusters Score -2057716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2057720.375000 Penalty: 5030.311035
	Iteration 40F: 3 clusters Score -2057720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2057715.500000 Penalty: 5030.311035
	Iteration 41Q: 3 clusters Score -2057716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2057718.625000 Penalty: 5030.311035
	Iteration 42Q: 3 clusters Score -2057719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2057722.625000 Penalty: 5030.311035
	Iteration 43Q: 3 clusters Score -2057723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2057719.000000 Penalty: 5030.311035
	Iteration 44Q: 3 clusters Score -2057719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2057723.375000 Penalty: 5030.311035
	Iteration 45Q: 3 clusters Score -2057723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2057718.875000 Penalty: 5030.311035
	Iteration 46Q: 3 clusters Score -2057719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2057716.500000 Penalty: 5030.311035
	Iteration 47Q: 3 clusters Score -2057716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2057720.125000 Penalty: 5030.311035
	Iteration 48Q: 3 clusters Score -2057720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2057721.000000 Penalty: 5030.311035
	Iteration 49Q: 3 clusters Score -2057721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2057725.125000 Penalty: 5030.311035
	Iteration 50Q: 3 clusters Score -2057725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2057721.125000 Penalty: 5030.311035
	Iteration 51Q: 3 clusters Score -2057721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2057725.625000 Penalty: 5030.311035
	Iteration 52Q: 3 clusters Score -2057726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2057727.750000 Penalty: 5030.311035
	Iteration 53Q: 3 clusters Score -2057728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2057723.625000 Penalty: 5030.311035
	Iteration 54Q: 3 clusters Score -2057724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2057723.250000 Penalty: 5030.311035
	Iteration 55Q: 3 clusters Score -2057723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2057725.000000 Penalty: 5030.311035
	Iteration 56Q: 3 clusters Score -2057725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2057726.625000 Penalty: 5030.311035
	Iteration 57Q: 3 clusters Score -2057727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2057727.000000 Penalty: 5030.311035
	Iteration 58Q: 3 clusters Score -2057727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2057727.000000 Penalty: 5030.311035
	Iteration 59F: 3 clusters Score -2057727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -491159.718750 Penalty: 2190.698730
	Iteration 0F: 2 clusters Score -491159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -485529.187500 Penalty: 4381.397461
	Iteration 0F: 3 clusters Score -485529.2 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -487297.062500 Penalty: 4381.397461
	Iteration 1F: 3 clusters Score -487297.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -487762.062500 Penalty: 4381.397461
	Iteration 2F: 3 clusters Score -487762.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -488167.500000 Penalty: 4381.397461
	Iteration 3F: 3 clusters Score -488167.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -488583.437500 Penalty: 4381.397461
	Iteration 4F: 3 clusters Score -488583.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -489013.406250 Penalty: 4381.397461
	Iteration 5F: 3 clusters Score -489013.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -489401.906250 Penalty: 4381.397461
	Iteration 6F: 3 clusters Score -489401.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -489760.687500 Penalty: 4381.397461
	Iteration 7F: 3 clusters Score -489760.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -490025.531250 Penalty: 4381.397461
	Iteration 8Q: 3 clusters Score -490025.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -490190.593750 Penalty: 4381.397461
	Iteration 9Q: 3 clusters Score -490190.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -490306.437500 Penalty: 4381.397461
	Iteration 10Q: 3 clusters Score -490306.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -490406.593750 Penalty: 4381.397461
	Iteration 11Q: 3 clusters Score -490406.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -490480.500000 Penalty: 4381.397461
	Iteration 12Q: 3 clusters Score -490480.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -490547.625000 Penalty: 4381.397461
	Iteration 13Q: 3 clusters Score -490547.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -490616.437500 Penalty: 4381.397461
	Iteration 14Q: 3 clusters Score -490616.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -490671.343750 Penalty: 4381.397461
	Iteration 15Q: 3 clusters Score -490671.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -490717.468750 Penalty: 4381.397461
	Iteration 16Q: 3 clusters Score -490717.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -490747.343750 Penalty: 4381.397461
	Iteration 17Q: 3 clusters Score -490747.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -490765.843750 Penalty: 4381.397461
	Iteration 18Q: 3 clusters Score -490765.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -490787.062500 Penalty: 4381.397461
	Iteration 19Q: 3 clusters Score -490787.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -490802.468750 Penalty: 4381.397461
	Iteration 20F: 3 clusters Score -490802.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -490814.718750 Penalty: 4381.397461
	Iteration 21Q: 3 clusters Score -490814.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -490831.656250 Penalty: 4381.397461
	Iteration 22Q: 3 clusters Score -490831.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -490845.250000 Penalty: 4381.397461
	Iteration 23Q: 3 clusters Score -490845.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -490853.125000 Penalty: 4381.397461
	Iteration 24Q: 3 clusters Score -490853.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -490859.781250 Penalty: 4381.397461
	Iteration 25Q: 3 clusters Score -490859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -490864.593750 Penalty: 4381.397461
	Iteration 26Q: 3 clusters Score -490864.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -490870.718750 Penalty: 4381.397461
	Iteration 27Q: 3 clusters Score -490870.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -490877.125000 Penalty: 4381.397461
	Iteration 28Q: 3 clusters Score -490877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -490883.062500 Penalty: 4381.397461
	Iteration 29Q: 3 clusters Score -490883.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -490888.156250 Penalty: 4381.397461
	Iteration 30Q: 3 clusters Score -490888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -490891.906250 Penalty: 4381.397461
	Iteration 31Q: 3 clusters Score -490891.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -490894.281250 Penalty: 4381.397461
	Iteration 32Q: 3 clusters Score -490894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -490898.718750 Penalty: 4381.397461
	Iteration 33Q: 3 clusters Score -490898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -490904.281250 Penalty: 4381.397461
	Iteration 34Q: 3 clusters Score -490904.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -490910.500000 Penalty: 4381.397461
	Iteration 35Q: 3 clusters Score -490910.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -490917.937500 Penalty: 4381.397461
	Iteration 36Q: 3 clusters Score -490917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -490923.343750 Penalty: 4381.397461
	Iteration 37Q: 3 clusters Score -490923.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -490927.031250 Penalty: 4381.397461
	Iteration 38Q: 3 clusters Score -490927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -490928.593750 Penalty: 4381.397461
	Iteration 39Q: 3 clusters Score -490928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -490930.750000 Penalty: 4381.397461
	Iteration 40F: 3 clusters Score -490930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -490935.625000 Penalty: 4381.397461
	Iteration 41Q: 3 clusters Score -490935.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -490939.062500 Penalty: 4381.397461
	Iteration 42Q: 3 clusters Score -490939.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -490942.500000 Penalty: 4381.397461
	Iteration 43Q: 3 clusters Score -490942.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -490947.687500 Penalty: 4381.397461
	Iteration 44Q: 3 clusters Score -490947.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -490951.312500 Penalty: 4381.397461
	Iteration 45Q: 3 clusters Score -490951.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -490956.875000 Penalty: 4381.397461
	Iteration 46Q: 3 clusters Score -490956.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -490961.500000 Penalty: 4381.397461
	Iteration 47Q: 3 clusters Score -490961.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -490966.468750 Penalty: 4381.397461
	Iteration 48Q: 3 clusters Score -490966.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -490974.093750 Penalty: 4381.397461
	Iteration 49Q: 3 clusters Score -490974.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -490985.250000 Penalty: 4381.397461
	Iteration 50Q: 3 clusters Score -490985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -490988.187500 Penalty: 4381.397461
	Iteration 51Q: 3 clusters Score -490988.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -490992.437500 Penalty: 4381.397461
	Iteration 52Q: 3 clusters Score -490992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -490993.968750 Penalty: 4381.397461
	Iteration 53Q: 3 clusters Score -490994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -490995.406250 Penalty: 4381.397461
	Iteration 54Q: 3 clusters Score -490995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -490996.593750 Penalty: 4381.397461
	Iteration 55Q: 3 clusters Score -490996.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -490999.656250 Penalty: 4381.397461
	Iteration 56Q: 3 clusters Score -490999.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -491000.875000 Penalty: 4381.397461
	Iteration 57Q: 3 clusters Score -491000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -491002.218750 Penalty: 4381.397461
	Iteration 58Q: 3 clusters Score -491002.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -491003.000000 Penalty: 4381.397461
	Iteration 59Q: 3 clusters Score -491003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -491003.125000 Penalty: 4381.397461
	Iteration 60F: 3 clusters Score -491003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -491002.937500 Penalty: 4381.397461
	Iteration 61Q: 3 clusters Score -491002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -491002.937500 Penalty: 4381.397461
	Iteration 62F: 3 clusters Score -491002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (415450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415450 members 
Entering Unmasked Estep 
Score: -36692180.000000 Penalty: 3208.405273
	Iteration 0F: 2 clusters Score -3.669218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207710 members 
Mstep: Class 2 contains 207740 members 
Entering Unmasked Estep 
Score: -36412408.000000 Penalty: 6416.810547
	Iteration 0F: 3 clusters Score -3.641241e+07 nChanged 202063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211513 members 
Mstep: Class 2 contains 203937 members 
Entering Unmasked Estep 
Score: -36532120.000000 Penalty: 6416.810547
	Iteration 1F: 3 clusters Score -3.653212e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213628 members 
Mstep: Class 2 contains 201822 members 
Entering Unmasked Estep 
Score: -36533864.000000 Penalty: 6416.810547
	Iteration 2Q: 3 clusters Score -3.653386e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216947 members 
Mstep: Class 2 contains 198503 members 
Entering Unmasked Estep 
Score: -36536196.000000 Penalty: 6416.810547
	Iteration 3Q: 3 clusters Score -3.65362e+07 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222308 members 
Mstep: Class 2 contains 193142 members 
Entering Unmasked Estep 
Score: -36538820.000000 Penalty: 6416.810547
	Iteration 4Q: 3 clusters Score -3.653882e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230644 members 
Mstep: Class 2 contains 184806 members 
Entering Unmasked Estep 
Score: -36543564.000000 Penalty: 6416.810547
	Iteration 5Q: 3 clusters Score -3.654356e+07 nChanged 18943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243423 members 
Mstep: Class 2 contains 172027 members 
Entering Unmasked Estep 
Score: -36551268.000000 Penalty: 6416.810547
	Iteration 6Q: 3 clusters Score -3.655127e+07 nChanged 23800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261733 members 
Mstep: Class 2 contains 153717 members 
Entering Unmasked Estep 
Score: -36563780.000000 Penalty: 6416.810547
	Iteration 7F: 3 clusters Score -3.656378e+07 nChanged 28894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286067 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -36581780.000000 Penalty: 6416.810547
	Iteration 8F: 3 clusters Score -3.658178e+07 nChanged 31631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314496 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -36605124.000000 Penalty: 6416.810547
	Iteration 9F: 3 clusters Score -3.660512e+07 nChanged 30282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343190 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -36629152.000000 Penalty: 6416.810547
	Iteration 10F: 3 clusters Score -3.662915e+07 nChanged 24768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367492 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -36648884.000000 Penalty: 6416.810547
	Iteration 11F: 3 clusters Score -3.664888e+07 nChanged 18756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386162 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -36664188.000000 Penalty: 6416.810547
	Iteration 12Q: 3 clusters Score -3.666419e+07 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399644 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -36675636.000000 Penalty: 6416.810547
	Iteration 13Q: 3 clusters Score -3.667564e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408131 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -36683152.000000 Penalty: 6416.810547
	Iteration 14Q: 3 clusters Score -3.668315e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412446 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -36687124.000000 Penalty: 6416.810547
	Iteration 15Q: 3 clusters Score -3.668712e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414009 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -36688488.000000 Penalty: 6416.810547
	Iteration 16Q: 3 clusters Score -3.668849e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414493 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -36689024.000000 Penalty: 6416.810547
	Iteration 17Q: 3 clusters Score -3.668902e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414669 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -36689204.000000 Penalty: 6416.810547
	Iteration 18Q: 3 clusters Score -3.66892e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414738 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -36689316.000000 Penalty: 6416.810547
	Iteration 19Q: 3 clusters Score -3.668932e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414780 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -36689356.000000 Penalty: 6416.810547
	Iteration 20F: 3 clusters Score -3.668936e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414808 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -36689408.000000 Penalty: 6416.810547
	Iteration 21Q: 3 clusters Score -3.668941e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414832 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36689484.000000 Penalty: 6416.810547
	Iteration 22Q: 3 clusters Score -3.668948e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414846 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -36689544.000000 Penalty: 6416.810547
	Iteration 23Q: 3 clusters Score -3.668954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -36689584.000000 Penalty: 6416.810547
	Iteration 24Q: 3 clusters Score -3.668958e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414861 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -36689564.000000 Penalty: 6416.810547
	Iteration 25Q: 3 clusters Score -3.668956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414867 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -36689572.000000 Penalty: 6416.810547
	Iteration 26Q: 3 clusters Score -3.668957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414872 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -36689552.000000 Penalty: 6416.810547
	Iteration 27Q: 3 clusters Score -3.668955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414877 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -36689584.000000 Penalty: 6416.810547
	Iteration 28Q: 3 clusters Score -3.668958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414878 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36689564.000000 Penalty: 6416.810547
	Iteration 29Q: 3 clusters Score -3.668956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414879 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -36689580.000000 Penalty: 6416.810547
	Iteration 30Q: 3 clusters Score -3.668958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414878 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36689572.000000 Penalty: 6416.810547
	Iteration 31Q: 3 clusters Score -3.668957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414877 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -36689572.000000 Penalty: 6416.810547
	Iteration 32Q: 3 clusters Score -3.668957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414877 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -36689572.000000 Penalty: 6416.810547
	Iteration 33F: 3 clusters Score -3.668957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Entering Unmasked Estep 
Score: -1415149.500000 Penalty: 2406.334229
	Iteration 0F: 2 clusters Score -1415150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1403373.125000 Penalty: 4812.668457
	Iteration 0F: 3 clusters Score -1403373 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1407205.000000 Penalty: 4812.668457
	Iteration 1F: 3 clusters Score -1407205 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1407651.625000 Penalty: 4812.668457
	Iteration 2F: 3 clusters Score -1407652 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1408067.625000 Penalty: 4812.668457
	Iteration 3F: 3 clusters Score -1408068 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1408485.625000 Penalty: 4812.668457
	Iteration 4Q: 3 clusters Score -1408486 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1408894.375000 Penalty: 4812.668457
	Iteration 5Q: 3 clusters Score -1408894 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1409404.375000 Penalty: 4812.668457
	Iteration 6F: 3 clusters Score -1409404 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1410014.875000 Penalty: 4812.668457
	Iteration 7F: 3 clusters Score -1410015 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1410686.875000 Penalty: 4812.668457
	Iteration 8F: 3 clusters Score -1410687 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1411395.750000 Penalty: 4812.668457
	Iteration 9F: 3 clusters Score -1411396 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1411984.375000 Penalty: 4812.668457
	Iteration 10Q: 3 clusters Score -1411984 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1412437.750000 Penalty: 4812.668457
	Iteration 11Q: 3 clusters Score -1412438 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1412747.000000 Penalty: 4812.668457
	Iteration 12Q: 3 clusters Score -1412747 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1412956.125000 Penalty: 4812.668457
	Iteration 13Q: 3 clusters Score -1412956 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1413093.625000 Penalty: 4812.668457
	Iteration 14Q: 3 clusters Score -1413094 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1413173.250000 Penalty: 4812.668457
	Iteration 15Q: 3 clusters Score -1413173 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1413236.500000 Penalty: 4812.668457
	Iteration 16Q: 3 clusters Score -1413236 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1413269.875000 Penalty: 4812.668457
	Iteration 17Q: 3 clusters Score -1413270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1413301.000000 Penalty: 4812.668457
	Iteration 18Q: 3 clusters Score -1413301 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1413325.375000 Penalty: 4812.668457
	Iteration 19Q: 3 clusters Score -1413325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1413337.625000 Penalty: 4812.668457
	Iteration 20F: 3 clusters Score -1413338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1413350.000000 Penalty: 4812.668457
	Iteration 21Q: 3 clusters Score -1413350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1413358.875000 Penalty: 4812.668457
	Iteration 22Q: 3 clusters Score -1413359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1413366.625000 Penalty: 4812.668457
	Iteration 23Q: 3 clusters Score -1413367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1413372.750000 Penalty: 4812.668457
	Iteration 24Q: 3 clusters Score -1413373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1413380.625000 Penalty: 4812.668457
	Iteration 25Q: 3 clusters Score -1413381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1413382.875000 Penalty: 4812.668457
	Iteration 26Q: 3 clusters Score -1413383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1413382.125000 Penalty: 4812.668457
	Iteration 27Q: 3 clusters Score -1413382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1413380.125000 Penalty: 4812.668457
	Iteration 28Q: 3 clusters Score -1413380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1413383.625000 Penalty: 4812.668457
	Iteration 29Q: 3 clusters Score -1413384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1413382.375000 Penalty: 4812.668457
	Iteration 30Q: 3 clusters Score -1413382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1413381.375000 Penalty: 4812.668457
	Iteration 31Q: 3 clusters Score -1413381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1413381.375000 Penalty: 4812.668457
	Iteration 32F: 3 clusters Score -1413381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (330415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330415 members 
Entering Unmasked Estep 
Score: -29165172.000000 Penalty: 3151.610107
	Iteration 0F: 2 clusters Score -2.916517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Mstep: Class 2 contains 164790 members 
Entering Unmasked Estep 
Score: -28942714.000000 Penalty: 6303.220215
	Iteration 0F: 3 clusters Score -2.894271e+07 nChanged 160498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176241 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -29039062.000000 Penalty: 6303.220215
	Iteration 1F: 3 clusters Score -2.903906e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183752 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -29042166.000000 Penalty: 6303.220215
	Iteration 2Q: 3 clusters Score -2.904217e+07 nChanged 13651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195341 members 
Mstep: Class 2 contains 135074 members 
Entering Unmasked Estep 
Score: -29047574.000000 Penalty: 6303.220215
	Iteration 3Q: 3 clusters Score -2.904757e+07 nChanged 18845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212690 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -29058196.000000 Penalty: 6303.220215
	Iteration 4F: 3 clusters Score -2.90582e+07 nChanged 24359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235983 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -29076384.000000 Penalty: 6303.220215
	Iteration 5F: 3 clusters Score -2.907638e+07 nChanged 27971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263262 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -29100216.000000 Penalty: 6303.220215
	Iteration 6F: 3 clusters Score -2.910022e+07 nChanged 26547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289473 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -29124968.000000 Penalty: 6303.220215
	Iteration 7F: 3 clusters Score -2.912497e+07 nChanged 19707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309120 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -29143536.000000 Penalty: 6303.220215
	Iteration 8F: 3 clusters Score -2.914354e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320843 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -29154218.000000 Penalty: 6303.220215
	Iteration 9Q: 3 clusters Score -2.915422e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326405 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -29159050.000000 Penalty: 6303.220215
	Iteration 10Q: 3 clusters Score -2.915905e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328715 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -29160992.000000 Penalty: 6303.220215
	Iteration 11Q: 3 clusters Score -2.916099e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329532 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -29161754.000000 Penalty: 6303.220215
	Iteration 12Q: 3 clusters Score -2.916175e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329817 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29162030.000000 Penalty: 6303.220215
	Iteration 13Q: 3 clusters Score -2.916203e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329942 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29162184.000000 Penalty: 6303.220215
	Iteration 14Q: 3 clusters Score -2.916218e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329996 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29162248.000000 Penalty: 6303.220215
	Iteration 15Q: 3 clusters Score -2.916225e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330017 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -29162288.000000 Penalty: 6303.220215
	Iteration 16Q: 3 clusters Score -2.916229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330026 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29162312.000000 Penalty: 6303.220215
	Iteration 17Q: 3 clusters Score -2.916231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330030 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -29162310.000000 Penalty: 6303.220215
	Iteration 18Q: 3 clusters Score -2.916231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330031 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29162348.000000 Penalty: 6303.220215
	Iteration 19Q: 3 clusters Score -2.916235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330036 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29162344.000000 Penalty: 6303.220215
	Iteration 20F: 3 clusters Score -2.916234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330040 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29162342.000000 Penalty: 6303.220215
	Iteration 21Q: 3 clusters Score -2.916234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330040 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29162368.000000 Penalty: 6303.220215
	Iteration 22Q: 3 clusters Score -2.916237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330040 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -29162364.000000 Penalty: 6303.220215
	Iteration 23Q: 3 clusters Score -2.916236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330043 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29162370.000000 Penalty: 6303.220215
	Iteration 24Q: 3 clusters Score -2.916237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330046 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -29162352.000000 Penalty: 6303.220215
	Iteration 25Q: 3 clusters Score -2.916235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330048 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29162358.000000 Penalty: 6303.220215
	Iteration 26Q: 3 clusters Score -2.916236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330052 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -29162362.000000 Penalty: 6303.220215
	Iteration 27Q: 3 clusters Score -2.916236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330056 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -29162358.000000 Penalty: 6303.220215
	Iteration 28Q: 3 clusters Score -2.916236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330056 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -29162368.000000 Penalty: 6303.220215
	Iteration 29Q: 3 clusters Score -2.916237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330056 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -29162368.000000 Penalty: 6303.220215
	Iteration 30F: 3 clusters Score -2.916237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -180991.734375 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -180991.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -178295.859375 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -178295.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -178812.421875 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -178812.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -178973.296875 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -178973.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -179076.406250 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -179076.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -179139.031250 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -179139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -179182.656250 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -179182.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -179222.062500 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -179222.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -179261.234375 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -179261.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -179286.843750 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -179286.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -179310.500000 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -179310.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -179332.984375 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -179333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -179355.093750 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -179355.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -179370.296875 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -179370.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -179385.296875 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -179385.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -179402.515625 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -179402.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -179421.171875 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -179421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -179444.531250 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -179444.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -179467.781250 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -179467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -179492.250000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -179492.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179509.562500 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -179509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -179518.375000 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -179518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -179525.984375 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -179526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -179539.468750 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -179539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -179549.468750 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -179549.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -179556.968750 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -179557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -179566.671875 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -179566.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -179571.437500 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -179571.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -179574.656250 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -179574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -179575.859375 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -179575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -179577.578125 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -179577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -179579.187500 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -179579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -179579.781250 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -179579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -179579.781250 Penalty: 3803.606201
	Iteration 32F: 3 clusters Score -179579.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -523064.843750 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -523064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -517603.937500 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -517603.9 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -519098.656250 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -519098.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -519427.593750 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -519427.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -519723.375000 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -519723.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -520023.718750 Penalty: 4360.803223
	Iteration 4F: 3 clusters Score -520023.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -520275.968750 Penalty: 4360.803223
	Iteration 5Q: 3 clusters Score -520276 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -520448.093750 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -520448.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -520542.562500 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -520542.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -520609.062500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -520609.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -520663.812500 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -520663.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -520715.843750 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -520715.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -520757.593750 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -520757.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -520796.687500 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -520796.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -520825.812500 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -520825.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -520856.718750 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -520856.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -520883.281250 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -520883.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -520903.000000 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -520903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -520921.406250 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -520921.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -520936.281250 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -520936.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -520953.656250 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -520953.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -520974.875000 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -520974.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -520992.218750 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -520992.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -521011.281250 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -521011.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -521024.687500 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -521024.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -521037.625000 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -521037.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -521043.437500 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -521043.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -521048.125000 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -521048.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -521052.312500 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -521052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -521053.375000 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -521053.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -521060.281250 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -521060.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -521066.562500 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -521066.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -521071.156250 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -521071.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -521077.562500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -521077.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -521085.500000 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -521085.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -521089.593750 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -521089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -521094.468750 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -521094.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -521097.968750 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -521098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -521101.906250 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -521101.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -521104.593750 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -521104.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -521108.500000 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -521108.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -521110.656250 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -521110.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -521114.406250 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -521114.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -521119.281250 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -521119.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -521124.656250 Penalty: 4360.803223
	Iteration 43Q: 3 clusters Score -521124.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -521132.843750 Penalty: 4360.803223
	Iteration 44Q: 3 clusters Score -521132.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -521138.968750 Penalty: 4360.803223
	Iteration 45Q: 3 clusters Score -521139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -521143.562500 Penalty: 4360.803223
	Iteration 46Q: 3 clusters Score -521143.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -521151.562500 Penalty: 4360.803223
	Iteration 47Q: 3 clusters Score -521151.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -521157.062500 Penalty: 4360.803223
	Iteration 48Q: 3 clusters Score -521157.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -521163.343750 Penalty: 4360.803223
	Iteration 49Q: 3 clusters Score -521163.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -521168.312500 Penalty: 4360.803223
	Iteration 50Q: 3 clusters Score -521168.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -521173.375000 Penalty: 4360.803223
	Iteration 51Q: 3 clusters Score -521173.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -521177.937500 Penalty: 4360.803223
	Iteration 52Q: 3 clusters Score -521177.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -521184.593750 Penalty: 4360.803223
	Iteration 53Q: 3 clusters Score -521184.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -521192.062500 Penalty: 4360.803223
	Iteration 54Q: 3 clusters Score -521192.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -521196.812500 Penalty: 4360.803223
	Iteration 55Q: 3 clusters Score -521196.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -521201.781250 Penalty: 4360.803223
	Iteration 56Q: 3 clusters Score -521201.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -521204.500000 Penalty: 4360.803223
	Iteration 57Q: 3 clusters Score -521204.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -521207.718750 Penalty: 4360.803223
	Iteration 58Q: 3 clusters Score -521207.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -521212.906250 Penalty: 4360.803223
	Iteration 59Q: 3 clusters Score -521212.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -521215.000000 Penalty: 4360.803223
	Iteration 60F: 3 clusters Score -521215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -521217.687500 Penalty: 4360.803223
	Iteration 61Q: 3 clusters Score -521217.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -521221.968750 Penalty: 4360.803223
	Iteration 62Q: 3 clusters Score -521222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -521223.625000 Penalty: 4360.803223
	Iteration 63Q: 3 clusters Score -521223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -521227.125000 Penalty: 4360.803223
	Iteration 64Q: 3 clusters Score -521227.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -521230.031250 Penalty: 4360.803223
	Iteration 65Q: 3 clusters Score -521230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -521233.750000 Penalty: 4360.803223
	Iteration 66Q: 3 clusters Score -521233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -521237.781250 Penalty: 4360.803223
	Iteration 67Q: 3 clusters Score -521237.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -521241.343750 Penalty: 4360.803223
	Iteration 68Q: 3 clusters Score -521241.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -521243.625000 Penalty: 4360.803223
	Iteration 69Q: 3 clusters Score -521243.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -521247.187500 Penalty: 4360.803223
	Iteration 70Q: 3 clusters Score -521247.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -521252.937500 Penalty: 4360.803223
	Iteration 71Q: 3 clusters Score -521252.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -521256.812500 Penalty: 4360.803223
	Iteration 72Q: 3 clusters Score -521256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -521256.562500 Penalty: 4360.803223
	Iteration 73Q: 3 clusters Score -521256.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -521263.125000 Penalty: 4360.803223
	Iteration 74Q: 3 clusters Score -521263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -521263.625000 Penalty: 4360.803223
	Iteration 75Q: 3 clusters Score -521263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -521264.375000 Penalty: 4360.803223
	Iteration 76Q: 3 clusters Score -521264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -521265.843750 Penalty: 4360.803223
	Iteration 77Q: 3 clusters Score -521265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -521269.250000 Penalty: 4360.803223
	Iteration 78Q: 3 clusters Score -521269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -521269.656250 Penalty: 4360.803223
	Iteration 79Q: 3 clusters Score -521269.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -521271.000000 Penalty: 4360.803223
	Iteration 80F: 3 clusters Score -521271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -521274.812500 Penalty: 4360.803223
	Iteration 81Q: 3 clusters Score -521274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -521276.250000 Penalty: 4360.803223
	Iteration 82Q: 3 clusters Score -521276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -521280.468750 Penalty: 4360.803223
	Iteration 83Q: 3 clusters Score -521280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -521283.406250 Penalty: 4360.803223
	Iteration 84Q: 3 clusters Score -521283.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -521290.062500 Penalty: 4360.803223
	Iteration 85Q: 3 clusters Score -521290.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -521290.937500 Penalty: 4360.803223
	Iteration 86Q: 3 clusters Score -521290.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -521292.562500 Penalty: 4360.803223
	Iteration 87Q: 3 clusters Score -521292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -521293.656250 Penalty: 4360.803223
	Iteration 88Q: 3 clusters Score -521293.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -521297.218750 Penalty: 4360.803223
	Iteration 89Q: 3 clusters Score -521297.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -521303.187500 Penalty: 4360.803223
	Iteration 90Q: 3 clusters Score -521303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -521307.125000 Penalty: 4360.803223
	Iteration 91Q: 3 clusters Score -521307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -521309.656250 Penalty: 4360.803223
	Iteration 92Q: 3 clusters Score -521309.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -521311.656250 Penalty: 4360.803223
	Iteration 93Q: 3 clusters Score -521311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -521315.312500 Penalty: 4360.803223
	Iteration 94Q: 3 clusters Score -521315.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -521318.656250 Penalty: 4360.803223
	Iteration 95Q: 3 clusters Score -521318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -521322.468750 Penalty: 4360.803223
	Iteration 96Q: 3 clusters Score -521322.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -521325.468750 Penalty: 4360.803223
	Iteration 97Q: 3 clusters Score -521325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -521327.812500 Penalty: 4360.803223
	Iteration 98Q: 3 clusters Score -521327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -521329.750000 Penalty: 4360.803223
	Iteration 99Q: 3 clusters Score -521329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -521332.625000 Penalty: 4360.803223
	Iteration 100F: 3 clusters Score -521332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -521335.250000 Penalty: 4360.803223
	Iteration 101Q: 3 clusters Score -521335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -521333.937500 Penalty: 4360.803223
	Iteration 102Q: 3 clusters Score -521333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -521336.750000 Penalty: 4360.803223
	Iteration 103Q: 3 clusters Score -521336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -521338.125000 Penalty: 4360.803223
	Iteration 104Q: 3 clusters Score -521338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -521337.843750 Penalty: 4360.803223
	Iteration 105Q: 3 clusters Score -521337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -521338.781250 Penalty: 4360.803223
	Iteration 106Q: 3 clusters Score -521338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -521339.781250 Penalty: 4360.803223
	Iteration 107Q: 3 clusters Score -521339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -521341.312500 Penalty: 4360.803223
	Iteration 108Q: 3 clusters Score -521341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -521341.062500 Penalty: 4360.803223
	Iteration 109Q: 3 clusters Score -521341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -521343.031250 Penalty: 4360.803223
	Iteration 110Q: 3 clusters Score -521343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -521343.718750 Penalty: 4360.803223
	Iteration 111Q: 3 clusters Score -521343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -521344.000000 Penalty: 4360.803223
	Iteration 112Q: 3 clusters Score -521344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -521344.000000 Penalty: 4360.803223
	Iteration 113F: 3 clusters Score -521344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Entering Unmasked Estep 
Score: -1993033.000000 Penalty: 2485.263916
	Iteration 0F: 2 clusters Score -1993033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1977285.125000 Penalty: 4970.527832
	Iteration 0F: 3 clusters Score -1977285 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1982673.750000 Penalty: 4970.527832
	Iteration 1F: 3 clusters Score -1982674 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1983056.500000 Penalty: 4970.527832
	Iteration 2F: 3 clusters Score -1983056 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1983349.250000 Penalty: 4970.527832
	Iteration 3Q: 3 clusters Score -1983349 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1983603.375000 Penalty: 4970.527832
	Iteration 4Q: 3 clusters Score -1983603 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1983819.625000 Penalty: 4970.527832
	Iteration 5Q: 3 clusters Score -1983820 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1984058.250000 Penalty: 4970.527832
	Iteration 6Q: 3 clusters Score -1984058 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1984281.750000 Penalty: 4970.527832
	Iteration 7Q: 3 clusters Score -1984282 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1984509.250000 Penalty: 4970.527832
	Iteration 8Q: 3 clusters Score -1984509 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1984730.750000 Penalty: 4970.527832
	Iteration 9Q: 3 clusters Score -1984731 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1984952.500000 Penalty: 4970.527832
	Iteration 10Q: 3 clusters Score -1984952 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1985183.500000 Penalty: 4970.527832
	Iteration 11Q: 3 clusters Score -1985184 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1985447.125000 Penalty: 4970.527832
	Iteration 12Q: 3 clusters Score -1985447 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1985766.500000 Penalty: 4970.527832
	Iteration 13Q: 3 clusters Score -1985766 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1986116.875000 Penalty: 4970.527832
	Iteration 14Q: 3 clusters Score -1986117 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1986495.125000 Penalty: 4970.527832
	Iteration 15Q: 3 clusters Score -1986495 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1986913.500000 Penalty: 4970.527832
	Iteration 16Q: 3 clusters Score -1986914 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1987350.125000 Penalty: 4970.527832
	Iteration 17Q: 3 clusters Score -1987350 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1987778.125000 Penalty: 4970.527832
	Iteration 18Q: 3 clusters Score -1987778 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1988168.250000 Penalty: 4970.527832
	Iteration 19Q: 3 clusters Score -1988168 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1988479.625000 Penalty: 4970.527832
	Iteration 20F: 3 clusters Score -1988480 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1988741.625000 Penalty: 4970.527832
	Iteration 21Q: 3 clusters Score -1988742 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1988965.750000 Penalty: 4970.527832
	Iteration 22Q: 3 clusters Score -1988966 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1989171.250000 Penalty: 4970.527832
	Iteration 23Q: 3 clusters Score -1989171 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1989339.125000 Penalty: 4970.527832
	Iteration 24Q: 3 clusters Score -1989339 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1989532.125000 Penalty: 4970.527832
	Iteration 25Q: 3 clusters Score -1989532 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1989700.375000 Penalty: 4970.527832
	Iteration 26Q: 3 clusters Score -1989700 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1989870.500000 Penalty: 4970.527832
	Iteration 27Q: 3 clusters Score -1989870 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1990045.250000 Penalty: 4970.527832
	Iteration 28Q: 3 clusters Score -1990045 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1990188.500000 Penalty: 4970.527832
	Iteration 29Q: 3 clusters Score -1990188 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1990281.500000 Penalty: 4970.527832
	Iteration 30Q: 3 clusters Score -1990282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1990374.500000 Penalty: 4970.527832
	Iteration 31Q: 3 clusters Score -1990374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1990474.250000 Penalty: 4970.527832
	Iteration 32Q: 3 clusters Score -1990474 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1990570.000000 Penalty: 4970.527832
	Iteration 33Q: 3 clusters Score -1990570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1990645.625000 Penalty: 4970.527832
	Iteration 34Q: 3 clusters Score -1990646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1990713.500000 Penalty: 4970.527832
	Iteration 35Q: 3 clusters Score -1990714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1990757.625000 Penalty: 4970.527832
	Iteration 36Q: 3 clusters Score -1990758 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1990801.500000 Penalty: 4970.527832
	Iteration 37Q: 3 clusters Score -1990802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1990840.000000 Penalty: 4970.527832
	Iteration 38Q: 3 clusters Score -1990840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1990874.125000 Penalty: 4970.527832
	Iteration 39Q: 3 clusters Score -1990874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1990903.625000 Penalty: 4970.527832
	Iteration 40F: 3 clusters Score -1990904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1990926.875000 Penalty: 4970.527832
	Iteration 41Q: 3 clusters Score -1990927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1990950.750000 Penalty: 4970.527832
	Iteration 42Q: 3 clusters Score -1990951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1990969.875000 Penalty: 4970.527832
	Iteration 43Q: 3 clusters Score -1990970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1990987.875000 Penalty: 4970.527832
	Iteration 44Q: 3 clusters Score -1990988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1991000.375000 Penalty: 4970.527832
	Iteration 45Q: 3 clusters Score -1991000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1991003.000000 Penalty: 4970.527832
	Iteration 46Q: 3 clusters Score -1991003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1991008.250000 Penalty: 4970.527832
	Iteration 47Q: 3 clusters Score -1991008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1991006.875000 Penalty: 4970.527832
	Iteration 48Q: 3 clusters Score -1991007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1991013.000000 Penalty: 4970.527832
	Iteration 49Q: 3 clusters Score -1991013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1991016.250000 Penalty: 4970.527832
	Iteration 50Q: 3 clusters Score -1991016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1991022.875000 Penalty: 4970.527832
	Iteration 51Q: 3 clusters Score -1991023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1991025.250000 Penalty: 4970.527832
	Iteration 52Q: 3 clusters Score -1991025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1991025.250000 Penalty: 4970.527832
	Iteration 53Q: 3 clusters Score -1991025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1991025.250000 Penalty: 4970.527832
	Iteration 54F: 3 clusters Score -1991025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Entering Unmasked Estep 
Score: -2265248.750000 Penalty: 2522.965332
	Iteration 0F: 2 clusters Score -2265249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2247144.500000 Penalty: 5045.930664
	Iteration 0F: 3 clusters Score -2247144 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2253781.250000 Penalty: 5045.930664
	Iteration 1F: 3 clusters Score -2253781 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2254441.750000 Penalty: 5045.930664
	Iteration 2F: 3 clusters Score -2254442 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2255200.500000 Penalty: 5045.930664
	Iteration 3F: 3 clusters Score -2255200 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2256106.500000 Penalty: 5045.930664
	Iteration 4F: 3 clusters Score -2256106 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2257117.750000 Penalty: 5045.930664
	Iteration 5F: 3 clusters Score -2257118 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2258044.500000 Penalty: 5045.930664
	Iteration 6F: 3 clusters Score -2258044 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2258812.000000 Penalty: 5045.930664
	Iteration 7F: 3 clusters Score -2258812 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2259452.000000 Penalty: 5045.930664
	Iteration 8Q: 3 clusters Score -2259452 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2259912.250000 Penalty: 5045.930664
	Iteration 9Q: 3 clusters Score -2259912 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2260322.500000 Penalty: 5045.930664
	Iteration 10Q: 3 clusters Score -2260322 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2260662.000000 Penalty: 5045.930664
	Iteration 11Q: 3 clusters Score -2260662 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2260946.750000 Penalty: 5045.930664
	Iteration 12Q: 3 clusters Score -2260947 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2261217.000000 Penalty: 5045.930664
	Iteration 13Q: 3 clusters Score -2261217 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2261412.000000 Penalty: 5045.930664
	Iteration 14Q: 3 clusters Score -2261412 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2261557.250000 Penalty: 5045.930664
	Iteration 15Q: 3 clusters Score -2261557 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2261658.000000 Penalty: 5045.930664
	Iteration 16Q: 3 clusters Score -2261658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2261713.750000 Penalty: 5045.930664
	Iteration 17Q: 3 clusters Score -2261714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2261762.000000 Penalty: 5045.930664
	Iteration 18Q: 3 clusters Score -2261762 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2261814.000000 Penalty: 5045.930664
	Iteration 19Q: 3 clusters Score -2261814 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2261861.500000 Penalty: 5045.930664
	Iteration 20F: 3 clusters Score -2261862 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2261882.500000 Penalty: 5045.930664
	Iteration 21Q: 3 clusters Score -2261882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2261922.500000 Penalty: 5045.930664
	Iteration 22Q: 3 clusters Score -2261922 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2261958.250000 Penalty: 5045.930664
	Iteration 23Q: 3 clusters Score -2261958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2261996.000000 Penalty: 5045.930664
	Iteration 24Q: 3 clusters Score -2261996 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2262023.500000 Penalty: 5045.930664
	Iteration 25Q: 3 clusters Score -2262024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2262053.500000 Penalty: 5045.930664
	Iteration 26Q: 3 clusters Score -2262054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2262078.000000 Penalty: 5045.930664
	Iteration 27Q: 3 clusters Score -2262078 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2262092 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2262132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2262160.750000 Penalty: 5045.930664
	Iteration 30Q: 3 clusters Score -2262161 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2262187 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2262219 nChanged 130
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Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2262245 nChanged 124
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Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2262268 nChanged 121
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Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2262290 nChanged 101
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Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2262297 nChanged 91
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Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2262314 nChanged 96
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Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2262331 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2262347 nChanged 90
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Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2262361 nChanged 99
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Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2262372 nChanged 85
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Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2262388 nChanged 69
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Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2262400 nChanged 76
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Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2262411 nChanged 84
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Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2262432 nChanged 79
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Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2262464 nChanged 95
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Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2262477 nChanged 86
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Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2262481 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2262492 nChanged 89
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Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2262507 nChanged 89
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Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2262518 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2262549 nChanged 78
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Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2262571 nChanged 76
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Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2262571 nChanged 75
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Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2262592 nChanged 72
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Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2262608 nChanged 72
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Mstep: Class 1 contains 22401 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2262621 nChanged 83
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Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2262650 nChanged 81
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Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2262703 nChanged 89
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Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2262728 nChanged 89
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Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2262748 nChanged 74
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Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2262758 nChanged 71
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Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 3044 members 
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	Iteration 67Q: 3 clusters Score -2262770 nChanged 54
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Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 2990 members 
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	Iteration 68Q: 3 clusters Score -2262783 nChanged 54
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Mstep: Class 1 contains 23257 members 
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	Iteration 69Q: 3 clusters Score -2262792 nChanged 62
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Mstep: Class 1 contains 23317 members 
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	Iteration 70Q: 3 clusters Score -2262802 nChanged 61
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Mstep: Class 1 contains 23376 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2262821 nChanged 59
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Mstep: Class 1 contains 23435 members 
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	Iteration 72Q: 3 clusters Score -2262839 nChanged 58
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Mstep: Class 1 contains 23493 members 
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	Iteration 73Q: 3 clusters Score -2262847 nChanged 45
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Mstep: Class 1 contains 23536 members 
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	Iteration 74Q: 3 clusters Score -2262857 nChanged 47
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Mstep: Class 1 contains 23583 members 
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	Iteration 75Q: 3 clusters Score -2262857 nChanged 40
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Mstep: Class 1 contains 23623 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2262864 nChanged 34
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Mstep: Class 1 contains 23657 members 
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	Iteration 77Q: 3 clusters Score -2262873 nChanged 34
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Mstep: Class 1 contains 23691 members 
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	Iteration 78Q: 3 clusters Score -2262878 nChanged 31
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	Iteration 79Q: 3 clusters Score -2262892 nChanged 36
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Mstep: Class 1 contains 23756 members 
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	Iteration 80F: 3 clusters Score -2262900 nChanged 33
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Mstep: Class 1 contains 23789 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2262909 nChanged 38
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Mstep: Class 1 contains 23827 members 
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	Iteration 82Q: 3 clusters Score -2262919 nChanged 40
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Mstep: Class 1 contains 23865 members 
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	Iteration 83Q: 3 clusters Score -2262926 nChanged 28
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Mstep: Class 1 contains 23891 members 
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	Iteration 84Q: 3 clusters Score -2262928 nChanged 29
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Mstep: Class 1 contains 23920 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2262932 nChanged 29
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Mstep: Class 1 contains 23949 members 
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	Iteration 86Q: 3 clusters Score -2262939 nChanged 25
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Mstep: Class 1 contains 23974 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2262941 nChanged 33
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Mstep: Class 1 contains 24003 members 
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	Iteration 88Q: 3 clusters Score -2262955 nChanged 33
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Mstep: Class 1 contains 24036 members 
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	Iteration 89Q: 3 clusters Score -2262955 nChanged 28
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Mstep: Class 1 contains 24062 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2262963 nChanged 28
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Mstep: Class 1 contains 24088 members 
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Mstep: Class 1 contains 24110 members 
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	Iteration 92Q: 3 clusters Score -2262971 nChanged 33
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Mstep: Class 1 contains 24143 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2262972 nChanged 30
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Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2262980 nChanged 25
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Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24222 members 
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	Iteration 96Q: 3 clusters Score -2262992 nChanged 33
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Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 1915 members 
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	Iteration 98Q: 3 clusters Score -2263010 nChanged 27
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2263018 nChanged 31
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Mstep: Class 1 contains 24330 members 
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Entering Unmasked Estep 
Score: -2263034.250000 Penalty: 5045.930664
	Iteration 100F: 3 clusters Score -2263034 nChanged 36
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2263043 nChanged 27
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Mstep: Class 1 contains 24389 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2263052 nChanged 31
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Mstep: Class 1 contains 24416 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2263057 nChanged 38
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Mstep: Class 1 contains 24450 members 
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	Iteration 104Q: 3 clusters Score -2263066 nChanged 34
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	Iteration 105Q: 3 clusters Score -2263080 nChanged 37
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	Iteration 106Q: 3 clusters Score -2263093 nChanged 27
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	Iteration 107Q: 3 clusters Score -2263100 nChanged 24
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	Iteration 108Q: 3 clusters Score -2263109 nChanged 22
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	Iteration 109Q: 3 clusters Score -2263112 nChanged 30
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Mstep: Class 1 contains 24612 members 
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Entering Unmasked Estep 
Score: -2263121.250000 Penalty: 5045.930664
	Iteration 110Q: 3 clusters Score -2263121 nChanged 37
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Mstep: Class 1 contains 24647 members 
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Score: -2263129.250000 Penalty: 5045.930664
	Iteration 111Q: 3 clusters Score -2263129 nChanged 28
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Mstep: Class 1 contains 24675 members 
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Entering Unmasked Estep 
Score: -2263136.500000 Penalty: 5045.930664
	Iteration 112Q: 3 clusters Score -2263136 nChanged 30
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Mstep: Class 1 contains 24701 members 
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Entering Unmasked Estep 
Score: -2263146.250000 Penalty: 5045.930664
	Iteration 113Q: 3 clusters Score -2263146 nChanged 23
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Mstep: Class 1 contains 24722 members 
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Entering Unmasked Estep 
Score: -2263159.750000 Penalty: 5045.930664
	Iteration 114Q: 3 clusters Score -2263160 nChanged 29
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Mstep: Class 1 contains 24751 members 
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Entering Unmasked Estep 
Score: -2263167.500000 Penalty: 5045.930664
	Iteration 115Q: 3 clusters Score -2263168 nChanged 32
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Mstep: Class 1 contains 24783 members 
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Entering Unmasked Estep 
Score: -2263178.250000 Penalty: 5045.930664
	Iteration 116Q: 3 clusters Score -2263178 nChanged 28
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Mstep: Class 1 contains 24803 members 
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Entering Unmasked Estep 
Score: -2263191.750000 Penalty: 5045.930664
	Iteration 117Q: 3 clusters Score -2263192 nChanged 30
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Mstep: Class 1 contains 24825 members 
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Entering Unmasked Estep 
Score: -2263202.750000 Penalty: 5045.930664
	Iteration 118Q: 3 clusters Score -2263203 nChanged 37
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Mstep: Class 1 contains 24854 members 
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Entering Unmasked Estep 
Score: -2263220.750000 Penalty: 5045.930664
	Iteration 119Q: 3 clusters Score -2263221 nChanged 42
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Entering Unmasked Estep 
Score: -2263238.500000 Penalty: 5045.930664
	Iteration 120F: 3 clusters Score -2263238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2263261.750000 Penalty: 5045.930664
	Iteration 121Q: 3 clusters Score -2263262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2263293.250000 Penalty: 5045.930664
	Iteration 122Q: 3 clusters Score -2263293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2263307.750000 Penalty: 5045.930664
	Iteration 123Q: 3 clusters Score -2263308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2263342.250000 Penalty: 5045.930664
	Iteration 124Q: 3 clusters Score -2263342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2263378.500000 Penalty: 5045.930664
	Iteration 125Q: 3 clusters Score -2263378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2263408.500000 Penalty: 5045.930664
	Iteration 126Q: 3 clusters Score -2263408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2263429.250000 Penalty: 5045.930664
	Iteration 127Q: 3 clusters Score -2263429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2263455.750000 Penalty: 5045.930664
	Iteration 128Q: 3 clusters Score -2263456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2263477.250000 Penalty: 5045.930664
	Iteration 129Q: 3 clusters Score -2263477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2263491.250000 Penalty: 5045.930664
	Iteration 130Q: 3 clusters Score -2263491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2263495.500000 Penalty: 5045.930664
	Iteration 131Q: 3 clusters Score -2263496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2263508.750000 Penalty: 5045.930664
	Iteration 132Q: 3 clusters Score -2263509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2263511.750000 Penalty: 5045.930664
	Iteration 133Q: 3 clusters Score -2263512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2263507.250000 Penalty: 5045.930664
	Iteration 134Q: 3 clusters Score -2263507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2263509.000000 Penalty: 5045.930664
	Iteration 135Q: 3 clusters Score -2263509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2263509.500000 Penalty: 5045.930664
	Iteration 136Q: 3 clusters Score -2263510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2263512.500000 Penalty: 5045.930664
	Iteration 137Q: 3 clusters Score -2263512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2263511.000000 Penalty: 5045.930664
	Iteration 138Q: 3 clusters Score -2263511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2263510.750000 Penalty: 5045.930664
	Iteration 139Q: 3 clusters Score -2263511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2263510.750000 Penalty: 5045.930664
	Iteration 140F: 3 clusters Score -2263511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Entering Unmasked Estep 
Score: -255089.171875 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -255089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -251742.906250 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -251742.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -252421.953125 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -252422 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -252561.234375 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -252561.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -252665.765625 Penalty: 3984.211914
	Iteration 3Q: 3 clusters Score -252665.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -252767.687500 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -252767.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -252842.125000 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -252842.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -252930.921875 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -252930.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -253028.218750 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -253028.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -253175.062500 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -253175.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -253365.187500 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -253365.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -253521.078125 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -253521.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -253654.109375 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -253654.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -253749.015625 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -253749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -253807.796875 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -253807.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -253846.843750 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -253846.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -253869.875000 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -253869.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -253890.343750 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -253890.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -253902.078125 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -253902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -253906.500000 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -253906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -253910.421875 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -253910.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -253914.437500 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -253914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -253921.937500 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -253921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -253925.250000 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -253925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -253927.531250 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -253927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -253928.750000 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -253928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -253929.828125 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -253929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -253929.828125 Penalty: 3984.211914
	Iteration 26F: 3 clusters Score -253929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Entering Unmasked Estep 
Score: -1362949.000000 Penalty: 2384.306152
	Iteration 0F: 2 clusters Score -1362949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1352150.625000 Penalty: 4768.612305
	Iteration 0F: 3 clusters Score -1352151 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1355617.125000 Penalty: 4768.612305
	Iteration 1F: 3 clusters Score -1355617 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1355886.375000 Penalty: 4768.612305
	Iteration 2F: 3 clusters Score -1355886 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1356076.375000 Penalty: 4768.612305
	Iteration 3Q: 3 clusters Score -1356076 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1356212.125000 Penalty: 4768.612305
	Iteration 4Q: 3 clusters Score -1356212 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1356315.125000 Penalty: 4768.612305
	Iteration 5Q: 3 clusters Score -1356315 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1356380.625000 Penalty: 4768.612305
	Iteration 6Q: 3 clusters Score -1356381 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1356452.625000 Penalty: 4768.612305
	Iteration 7Q: 3 clusters Score -1356453 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1356511.500000 Penalty: 4768.612305
	Iteration 8Q: 3 clusters Score -1356512 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1356563.000000 Penalty: 4768.612305
	Iteration 9Q: 3 clusters Score -1356563 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1356620.875000 Penalty: 4768.612305
	Iteration 10Q: 3 clusters Score -1356621 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1356680.250000 Penalty: 4768.612305
	Iteration 11Q: 3 clusters Score -1356680 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1356762.000000 Penalty: 4768.612305
	Iteration 12Q: 3 clusters Score -1356762 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1356851.875000 Penalty: 4768.612305
	Iteration 13Q: 3 clusters Score -1356852 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1356997.625000 Penalty: 4768.612305
	Iteration 14Q: 3 clusters Score -1356998 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1357217.250000 Penalty: 4768.612305
	Iteration 15Q: 3 clusters Score -1357217 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1357536.625000 Penalty: 4768.612305
	Iteration 16Q: 3 clusters Score -1357537 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1357949.500000 Penalty: 4768.612305
	Iteration 17Q: 3 clusters Score -1357950 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1358476.500000 Penalty: 4768.612305
	Iteration 18Q: 3 clusters Score -1358476 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1359088.000000 Penalty: 4768.612305
	Iteration 19F: 3 clusters Score -1359088 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1359658.250000 Penalty: 4768.612305
	Iteration 20F: 3 clusters Score -1359658 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1360130.375000 Penalty: 4768.612305
	Iteration 21Q: 3 clusters Score -1360130 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1360439.125000 Penalty: 4768.612305
	Iteration 22Q: 3 clusters Score -1360439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1360628.875000 Penalty: 4768.612305
	Iteration 23Q: 3 clusters Score -1360629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1360724.500000 Penalty: 4768.612305
	Iteration 24Q: 3 clusters Score -1360724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1360780.375000 Penalty: 4768.612305
	Iteration 25Q: 3 clusters Score -1360780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1360812.000000 Penalty: 4768.612305
	Iteration 26Q: 3 clusters Score -1360812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1360831.750000 Penalty: 4768.612305
	Iteration 27Q: 3 clusters Score -1360832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1360840.750000 Penalty: 4768.612305
	Iteration 28Q: 3 clusters Score -1360841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1360844.875000 Penalty: 4768.612305
	Iteration 29Q: 3 clusters Score -1360845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1360845.750000 Penalty: 4768.612305
	Iteration 30Q: 3 clusters Score -1360846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1360846.625000 Penalty: 4768.612305
	Iteration 31Q: 3 clusters Score -1360847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1360848.125000 Penalty: 4768.612305
	Iteration 32Q: 3 clusters Score -1360848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1360851.500000 Penalty: 4768.612305
	Iteration 33Q: 3 clusters Score -1360852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1360860.125000 Penalty: 4768.612305
	Iteration 34Q: 3 clusters Score -1360860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1360864.250000 Penalty: 4768.612305
	Iteration 35Q: 3 clusters Score -1360864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1360868.625000 Penalty: 4768.612305
	Iteration 36Q: 3 clusters Score -1360869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1360869.250000 Penalty: 4768.612305
	Iteration 37Q: 3 clusters Score -1360869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1360869.250000 Penalty: 4768.612305
	Iteration 38F: 3 clusters Score -1360869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Entering Unmasked Estep 
Score: -696275.375000 Penalty: 2229.629395
	Iteration 0F: 2 clusters Score -696275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -689924.937500 Penalty: 4459.258789
	Iteration 0F: 3 clusters Score -689924.9 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -691791.750000 Penalty: 4459.258789
	Iteration 1F: 3 clusters Score -691791.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -692184.687500 Penalty: 4459.258789
	Iteration 2F: 3 clusters Score -692184.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -692518.812500 Penalty: 4459.258789
	Iteration 3F: 3 clusters Score -692518.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -692773.187500 Penalty: 4459.258789
	Iteration 4F: 3 clusters Score -692773.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -692980.375000 Penalty: 4459.258789
	Iteration 5Q: 3 clusters Score -692980.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -693159.687500 Penalty: 4459.258789
	Iteration 6Q: 3 clusters Score -693159.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -693339.187500 Penalty: 4459.258789
	Iteration 7Q: 3 clusters Score -693339.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -693482.625000 Penalty: 4459.258789
	Iteration 8Q: 3 clusters Score -693482.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -693608.250000 Penalty: 4459.258789
	Iteration 9Q: 3 clusters Score -693608.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -693726.250000 Penalty: 4459.258789
	Iteration 10Q: 3 clusters Score -693726.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -693841.000000 Penalty: 4459.258789
	Iteration 11Q: 3 clusters Score -693841 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -693952.000000 Penalty: 4459.258789
	Iteration 12Q: 3 clusters Score -693952 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -694054.500000 Penalty: 4459.258789
	Iteration 13Q: 3 clusters Score -694054.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -694158.437500 Penalty: 4459.258789
	Iteration 14Q: 3 clusters Score -694158.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -694260.437500 Penalty: 4459.258789
	Iteration 15Q: 3 clusters Score -694260.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -694356.812500 Penalty: 4459.258789
	Iteration 16Q: 3 clusters Score -694356.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -694458.187500 Penalty: 4459.258789
	Iteration 17Q: 3 clusters Score -694458.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -694526.062500 Penalty: 4459.258789
	Iteration 18Q: 3 clusters Score -694526.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -694581.312500 Penalty: 4459.258789
	Iteration 19Q: 3 clusters Score -694581.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -694625.187500 Penalty: 4459.258789
	Iteration 20F: 3 clusters Score -694625.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -694645.437500 Penalty: 4459.258789
	Iteration 21Q: 3 clusters Score -694645.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -694667.875000 Penalty: 4459.258789
	Iteration 22Q: 3 clusters Score -694667.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -694683.375000 Penalty: 4459.258789
	Iteration 23Q: 3 clusters Score -694683.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -694696.250000 Penalty: 4459.258789
	Iteration 24Q: 3 clusters Score -694696.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -694708.125000 Penalty: 4459.258789
	Iteration 25Q: 3 clusters Score -694708.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -694721.062500 Penalty: 4459.258789
	Iteration 26Q: 3 clusters Score -694721.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -694731.812500 Penalty: 4459.258789
	Iteration 27Q: 3 clusters Score -694731.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -694744.750000 Penalty: 4459.258789
	Iteration 28Q: 3 clusters Score -694744.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -694756.687500 Penalty: 4459.258789
	Iteration 29Q: 3 clusters Score -694756.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -694766.125000 Penalty: 4459.258789
	Iteration 30Q: 3 clusters Score -694766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -694772.562500 Penalty: 4459.258789
	Iteration 31Q: 3 clusters Score -694772.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -694780.437500 Penalty: 4459.258789
	Iteration 32Q: 3 clusters Score -694780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -694787.875000 Penalty: 4459.258789
	Iteration 33Q: 3 clusters Score -694787.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -694796.375000 Penalty: 4459.258789
	Iteration 34Q: 3 clusters Score -694796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -694800.687500 Penalty: 4459.258789
	Iteration 35Q: 3 clusters Score -694800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -694807.000000 Penalty: 4459.258789
	Iteration 36Q: 3 clusters Score -694807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -694811.937500 Penalty: 4459.258789
	Iteration 37Q: 3 clusters Score -694811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -694817.500000 Penalty: 4459.258789
	Iteration 38Q: 3 clusters Score -694817.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -694824.187500 Penalty: 4459.258789
	Iteration 39Q: 3 clusters Score -694824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -694827.250000 Penalty: 4459.258789
	Iteration 40F: 3 clusters Score -694827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -694829.687500 Penalty: 4459.258789
	Iteration 41Q: 3 clusters Score -694829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -694831.375000 Penalty: 4459.258789
	Iteration 42Q: 3 clusters Score -694831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -694831.375000 Penalty: 4459.258789
	Iteration 43F: 3 clusters Score -694831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Entering Unmasked Estep 
Score: -877168.312500 Penalty: 2307.078857
	Iteration 0F: 2 clusters Score -877168.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -868848.000000 Penalty: 4614.157715
	Iteration 0F: 3 clusters Score -868848 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -871429.500000 Penalty: 4614.157715
	Iteration 1F: 3 clusters Score -871429.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -871849.937500 Penalty: 4614.157715
	Iteration 2F: 3 clusters Score -871849.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -872183.187500 Penalty: 4614.157715
	Iteration 3F: 3 clusters Score -872183.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -872481.000000 Penalty: 4614.157715
	Iteration 4Q: 3 clusters Score -872481 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -872799.562500 Penalty: 4614.157715
	Iteration 5Q: 3 clusters Score -872799.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -873230.375000 Penalty: 4614.157715
	Iteration 6F: 3 clusters Score -873230.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -873704.812500 Penalty: 4614.157715
	Iteration 7F: 3 clusters Score -873704.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -874180.687500 Penalty: 4614.157715
	Iteration 8F: 3 clusters Score -874180.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -874645.000000 Penalty: 4614.157715
	Iteration 9Q: 3 clusters Score -874645 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -875088.062500 Penalty: 4614.157715
	Iteration 10Q: 3 clusters Score -875088.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -875449.562500 Penalty: 4614.157715
	Iteration 11Q: 3 clusters Score -875449.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -875713.562500 Penalty: 4614.157715
	Iteration 12Q: 3 clusters Score -875713.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -875935.500000 Penalty: 4614.157715
	Iteration 13Q: 3 clusters Score -875935.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -876095.875000 Penalty: 4614.157715
	Iteration 14Q: 3 clusters Score -876095.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -876217.687500 Penalty: 4614.157715
	Iteration 15Q: 3 clusters Score -876217.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -876327.125000 Penalty: 4614.157715
	Iteration 16Q: 3 clusters Score -876327.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -876443.000000 Penalty: 4614.157715
	Iteration 17Q: 3 clusters Score -876443 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -876531.250000 Penalty: 4614.157715
	Iteration 18Q: 3 clusters Score -876531.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -876600.125000 Penalty: 4614.157715
	Iteration 19Q: 3 clusters Score -876600.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -876643.187500 Penalty: 4614.157715
	Iteration 20F: 3 clusters Score -876643.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -876675.375000 Penalty: 4614.157715
	Iteration 21Q: 3 clusters Score -876675.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -876690.375000 Penalty: 4614.157715
	Iteration 22Q: 3 clusters Score -876690.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -876703.687500 Penalty: 4614.157715
	Iteration 23Q: 3 clusters Score -876703.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -876711.250000 Penalty: 4614.157715
	Iteration 24Q: 3 clusters Score -876711.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -876725.625000 Penalty: 4614.157715
	Iteration 25Q: 3 clusters Score -876725.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -876739.250000 Penalty: 4614.157715
	Iteration 26Q: 3 clusters Score -876739.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -876752.875000 Penalty: 4614.157715
	Iteration 27Q: 3 clusters Score -876752.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -876759.562500 Penalty: 4614.157715
	Iteration 28Q: 3 clusters Score -876759.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -876771.000000 Penalty: 4614.157715
	Iteration 29Q: 3 clusters Score -876771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -876774.812500 Penalty: 4614.157715
	Iteration 30Q: 3 clusters Score -876774.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -876789.437500 Penalty: 4614.157715
	Iteration 31Q: 3 clusters Score -876789.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -876795.562500 Penalty: 4614.157715
	Iteration 32Q: 3 clusters Score -876795.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -876799.187500 Penalty: 4614.157715
	Iteration 33Q: 3 clusters Score -876799.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -876800.562500 Penalty: 4614.157715
	Iteration 34Q: 3 clusters Score -876800.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -876802.000000 Penalty: 4614.157715
	Iteration 35Q: 3 clusters Score -876802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -876805.187500 Penalty: 4614.157715
	Iteration 36Q: 3 clusters Score -876805.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -876807.000000 Penalty: 4614.157715
	Iteration 37Q: 3 clusters Score -876807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -876809.750000 Penalty: 4614.157715
	Iteration 38Q: 3 clusters Score -876809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -876808.937500 Penalty: 4614.157715
	Iteration 39Q: 3 clusters Score -876808.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -876809.375000 Penalty: 4614.157715
	Iteration 40F: 3 clusters Score -876809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -876813.375000 Penalty: 4614.157715
	Iteration 41Q: 3 clusters Score -876813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -876812.875000 Penalty: 4614.157715
	Iteration 42Q: 3 clusters Score -876812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -876813.750000 Penalty: 4614.157715
	Iteration 43Q: 3 clusters Score -876813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -876814.062500 Penalty: 4614.157715
	Iteration 44Q: 3 clusters Score -876814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -876815.000000 Penalty: 4614.157715
	Iteration 45Q: 3 clusters Score -876815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -876815.062500 Penalty: 4614.157715
	Iteration 46Q: 3 clusters Score -876815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -876816.812500 Penalty: 4614.157715
	Iteration 47Q: 3 clusters Score -876816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -876816.812500 Penalty: 4614.157715
	Iteration 48F: 3 clusters Score -876816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Entering Unmasked Estep 
Score: -911390.687500 Penalty: 2315.700439
	Iteration 0F: 2 clusters Score -911390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -902874.125000 Penalty: 4631.400879
	Iteration 0F: 3 clusters Score -902874.1 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -905716.687500 Penalty: 4631.400879
	Iteration 1F: 3 clusters Score -905716.7 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -906196.125000 Penalty: 4631.400879
	Iteration 2F: 3 clusters Score -906196.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -906523.312500 Penalty: 4631.400879
	Iteration 3F: 3 clusters Score -906523.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -906775.625000 Penalty: 4631.400879
	Iteration 4Q: 3 clusters Score -906775.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -907007.437500 Penalty: 4631.400879
	Iteration 5Q: 3 clusters Score -907007.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -907254.437500 Penalty: 4631.400879
	Iteration 6Q: 3 clusters Score -907254.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -907486.125000 Penalty: 4631.400879
	Iteration 7Q: 3 clusters Score -907486.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -907686.750000 Penalty: 4631.400879
	Iteration 8Q: 3 clusters Score -907686.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -907876.437500 Penalty: 4631.400879
	Iteration 9Q: 3 clusters Score -907876.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -908047.125000 Penalty: 4631.400879
	Iteration 10Q: 3 clusters Score -908047.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -908212.187500 Penalty: 4631.400879
	Iteration 11Q: 3 clusters Score -908212.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -908378.812500 Penalty: 4631.400879
	Iteration 12Q: 3 clusters Score -908378.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -908561.062500 Penalty: 4631.400879
	Iteration 13Q: 3 clusters Score -908561.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -908743.062500 Penalty: 4631.400879
	Iteration 14Q: 3 clusters Score -908743.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -908906.250000 Penalty: 4631.400879
	Iteration 15Q: 3 clusters Score -908906.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -909060.750000 Penalty: 4631.400879
	Iteration 16Q: 3 clusters Score -909060.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -909213.812500 Penalty: 4631.400879
	Iteration 17Q: 3 clusters Score -909213.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -909349.562500 Penalty: 4631.400879
	Iteration 18Q: 3 clusters Score -909349.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -909478.375000 Penalty: 4631.400879
	Iteration 19Q: 3 clusters Score -909478.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -909616.875000 Penalty: 4631.400879
	Iteration 20F: 3 clusters Score -909616.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -909775.875000 Penalty: 4631.400879
	Iteration 21Q: 3 clusters Score -909775.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -909895.812500 Penalty: 4631.400879
	Iteration 22Q: 3 clusters Score -909895.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -910002.000000 Penalty: 4631.400879
	Iteration 23Q: 3 clusters Score -910002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -910058.062500 Penalty: 4631.400879
	Iteration 24Q: 3 clusters Score -910058.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -910084.187500 Penalty: 4631.400879
	Iteration 25Q: 3 clusters Score -910084.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -910111.875000 Penalty: 4631.400879
	Iteration 26Q: 3 clusters Score -910111.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -910141.125000 Penalty: 4631.400879
	Iteration 27Q: 3 clusters Score -910141.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -910162.562500 Penalty: 4631.400879
	Iteration 28Q: 3 clusters Score -910162.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -910180.937500 Penalty: 4631.400879
	Iteration 29Q: 3 clusters Score -910180.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -910196.312500 Penalty: 4631.400879
	Iteration 30Q: 3 clusters Score -910196.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -910214.187500 Penalty: 4631.400879
	Iteration 31Q: 3 clusters Score -910214.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -910228.000000 Penalty: 4631.400879
	Iteration 32Q: 3 clusters Score -910228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -910243.500000 Penalty: 4631.400879
	Iteration 33Q: 3 clusters Score -910243.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -910250.187500 Penalty: 4631.400879
	Iteration 34Q: 3 clusters Score -910250.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -910257.875000 Penalty: 4631.400879
	Iteration 35Q: 3 clusters Score -910257.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -910264.750000 Penalty: 4631.400879
	Iteration 36Q: 3 clusters Score -910264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -910272.437500 Penalty: 4631.400879
	Iteration 37Q: 3 clusters Score -910272.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -910278.812500 Penalty: 4631.400879
	Iteration 38Q: 3 clusters Score -910278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -910286.312500 Penalty: 4631.400879
	Iteration 39Q: 3 clusters Score -910286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -910288.250000 Penalty: 4631.400879
	Iteration 40F: 3 clusters Score -910288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -910292.937500 Penalty: 4631.400879
	Iteration 41Q: 3 clusters Score -910292.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -910295.125000 Penalty: 4631.400879
	Iteration 42Q: 3 clusters Score -910295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -910299.437500 Penalty: 4631.400879
	Iteration 43Q: 3 clusters Score -910299.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -910302.125000 Penalty: 4631.400879
	Iteration 44Q: 3 clusters Score -910302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -910307.000000 Penalty: 4631.400879
	Iteration 45Q: 3 clusters Score -910307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -910306.500000 Penalty: 4631.400879
	Iteration 46Q: 3 clusters Score -910306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -910310.000000 Penalty: 4631.400879
	Iteration 47Q: 3 clusters Score -910310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -910315.937500 Penalty: 4631.400879
	Iteration 48Q: 3 clusters Score -910315.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -910320.000000 Penalty: 4631.400879
	Iteration 49Q: 3 clusters Score -910320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -910322.000000 Penalty: 4631.400879
	Iteration 50Q: 3 clusters Score -910322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -910324.187500 Penalty: 4631.400879
	Iteration 51Q: 3 clusters Score -910324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -910326.625000 Penalty: 4631.400879
	Iteration 52Q: 3 clusters Score -910326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -910325.125000 Penalty: 4631.400879
	Iteration 53Q: 3 clusters Score -910325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -910326.187500 Penalty: 4631.400879
	Iteration 54Q: 3 clusters Score -910326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -910326.187500 Penalty: 4631.400879
	Iteration 55F: 3 clusters Score -910326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -112528.921875 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -112528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -110279.093750 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -110279.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -110644.890625 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -110644.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -110756.703125 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -110756.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -110795.406250 Penalty: 3629.008057
	Iteration 3Q: 3 clusters Score -110795.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -110820.289062 Penalty: 3629.008057
	Iteration 4Q: 3 clusters Score -110820.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -110845.148438 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -110845.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -110871.828125 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -110871.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -110890.484375 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -110890.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110906.953125 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -110907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -110921.562500 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -110921.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110935.921875 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -110935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -110941.015625 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -110941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -110941.687500 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -110941.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110941.929688 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -110941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110941.929688 Penalty: 3629.008057
	Iteration 14F: 3 clusters Score -110941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Entering Unmasked Estep 
Score: -982570.812500 Penalty: 2312.712402
	Iteration 0F: 2 clusters Score -982570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -974120.250000 Penalty: 4625.424805
	Iteration 0F: 3 clusters Score -974120.2 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -976713.812500 Penalty: 4625.424805
	Iteration 1F: 3 clusters Score -976713.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -977101.062500 Penalty: 4625.424805
	Iteration 2F: 3 clusters Score -977101.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -977411.500000 Penalty: 4625.424805
	Iteration 3F: 3 clusters Score -977411.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -977707.687500 Penalty: 4625.424805
	Iteration 4Q: 3 clusters Score -977707.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -978027.937500 Penalty: 4625.424805
	Iteration 5Q: 3 clusters Score -978027.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -978342.500000 Penalty: 4625.424805
	Iteration 6Q: 3 clusters Score -978342.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -978664.312500 Penalty: 4625.424805
	Iteration 7Q: 3 clusters Score -978664.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -979039.187500 Penalty: 4625.424805
	Iteration 8Q: 3 clusters Score -979039.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -979458.875000 Penalty: 4625.424805
	Iteration 9Q: 3 clusters Score -979458.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -979952.000000 Penalty: 4625.424805
	Iteration 10Q: 3 clusters Score -979952 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -980382.562500 Penalty: 4625.424805
	Iteration 11Q: 3 clusters Score -980382.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -980641.875000 Penalty: 4625.424805
	Iteration 12Q: 3 clusters Score -980641.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -980796.687500 Penalty: 4625.424805
	Iteration 13Q: 3 clusters Score -980796.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -980878.312500 Penalty: 4625.424805
	Iteration 14Q: 3 clusters Score -980878.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -980921.812500 Penalty: 4625.424805
	Iteration 15Q: 3 clusters Score -980921.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -980949.875000 Penalty: 4625.424805
	Iteration 16Q: 3 clusters Score -980949.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -980967.437500 Penalty: 4625.424805
	Iteration 17Q: 3 clusters Score -980967.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -980980.562500 Penalty: 4625.424805
	Iteration 18Q: 3 clusters Score -980980.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -980990.375000 Penalty: 4625.424805
	Iteration 19Q: 3 clusters Score -980990.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -980997.125000 Penalty: 4625.424805
	Iteration 20F: 3 clusters Score -980997.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -980999.312500 Penalty: 4625.424805
	Iteration 21Q: 3 clusters Score -980999.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -981004.437500 Penalty: 4625.424805
	Iteration 22Q: 3 clusters Score -981004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -981007.500000 Penalty: 4625.424805
	Iteration 23Q: 3 clusters Score -981007.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -981009.562500 Penalty: 4625.424805
	Iteration 24Q: 3 clusters Score -981009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -981009.875000 Penalty: 4625.424805
	Iteration 25Q: 3 clusters Score -981009.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -981011.125000 Penalty: 4625.424805
	Iteration 26Q: 3 clusters Score -981011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -981013.250000 Penalty: 4625.424805
	Iteration 27Q: 3 clusters Score -981013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -981012.812500 Penalty: 4625.424805
	Iteration 28Q: 3 clusters Score -981012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -981013.875000 Penalty: 4625.424805
	Iteration 29Q: 3 clusters Score -981013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -981014.187500 Penalty: 4625.424805
	Iteration 30Q: 3 clusters Score -981014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -981014.750000 Penalty: 4625.424805
	Iteration 31Q: 3 clusters Score -981014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -981014.750000 Penalty: 4625.424805
	Iteration 32F: 3 clusters Score -981014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -275813.562500 Penalty: 2059.146240
	Iteration 0F: 2 clusters Score -275813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -271905.218750 Penalty: 4118.292480
	Iteration 0F: 3 clusters Score -271905.2 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -272990.968750 Penalty: 4118.292480
	Iteration 1F: 3 clusters Score -272991 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -273420.750000 Penalty: 4118.292480
	Iteration 2F: 3 clusters Score -273420.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -273773.406250 Penalty: 4118.292480
	Iteration 3F: 3 clusters Score -273773.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -274019.625000 Penalty: 4118.292480
	Iteration 4F: 3 clusters Score -274019.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -274197.250000 Penalty: 4118.292480
	Iteration 5Q: 3 clusters Score -274197.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -274337.375000 Penalty: 4118.292480
	Iteration 6Q: 3 clusters Score -274337.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -274464.687500 Penalty: 4118.292480
	Iteration 7Q: 3 clusters Score -274464.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -274557.687500 Penalty: 4118.292480
	Iteration 8Q: 3 clusters Score -274557.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -274646.125000 Penalty: 4118.292480
	Iteration 9Q: 3 clusters Score -274646.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -274718.843750 Penalty: 4118.292480
	Iteration 10Q: 3 clusters Score -274718.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -274771.656250 Penalty: 4118.292480
	Iteration 11Q: 3 clusters Score -274771.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -274805.250000 Penalty: 4118.292480
	Iteration 12Q: 3 clusters Score -274805.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -274827.687500 Penalty: 4118.292480
	Iteration 13Q: 3 clusters Score -274827.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -274840.187500 Penalty: 4118.292480
	Iteration 14Q: 3 clusters Score -274840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -274853.125000 Penalty: 4118.292480
	Iteration 15Q: 3 clusters Score -274853.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -274864.750000 Penalty: 4118.292480
	Iteration 16Q: 3 clusters Score -274864.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -274874.000000 Penalty: 4118.292480
	Iteration 17Q: 3 clusters Score -274874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -274880.406250 Penalty: 4118.292480
	Iteration 18Q: 3 clusters Score -274880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -274885.093750 Penalty: 4118.292480
	Iteration 19Q: 3 clusters Score -274885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -274888.125000 Penalty: 4118.292480
	Iteration 20F: 3 clusters Score -274888.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -274892.562500 Penalty: 4118.292480
	Iteration 21Q: 3 clusters Score -274892.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -274896.656250 Penalty: 4118.292480
	Iteration 22Q: 3 clusters Score -274896.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -274900.406250 Penalty: 4118.292480
	Iteration 23Q: 3 clusters Score -274900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -274902.562500 Penalty: 4118.292480
	Iteration 24Q: 3 clusters Score -274902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -274904.843750 Penalty: 4118.292480
	Iteration 25Q: 3 clusters Score -274904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -274907.218750 Penalty: 4118.292480
	Iteration 26Q: 3 clusters Score -274907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -274912.031250 Penalty: 4118.292480
	Iteration 27Q: 3 clusters Score -274912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -274915.968750 Penalty: 4118.292480
	Iteration 28Q: 3 clusters Score -274916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -274918.843750 Penalty: 4118.292480
	Iteration 29Q: 3 clusters Score -274918.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -274920.843750 Penalty: 4118.292480
	Iteration 30Q: 3 clusters Score -274920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -274925.906250 Penalty: 4118.292480
	Iteration 31Q: 3 clusters Score -274925.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -274932.125000 Penalty: 4118.292480
	Iteration 32Q: 3 clusters Score -274932.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -274936.250000 Penalty: 4118.292480
	Iteration 33Q: 3 clusters Score -274936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -274940.468750 Penalty: 4118.292480
	Iteration 34Q: 3 clusters Score -274940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -274944.625000 Penalty: 4118.292480
	Iteration 35Q: 3 clusters Score -274944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -274947.875000 Penalty: 4118.292480
	Iteration 36Q: 3 clusters Score -274947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -274949.000000 Penalty: 4118.292480
	Iteration 37Q: 3 clusters Score -274949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -274950.468750 Penalty: 4118.292480
	Iteration 38Q: 3 clusters Score -274950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -274951.218750 Penalty: 4118.292480
	Iteration 39Q: 3 clusters Score -274951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -274951.687500 Penalty: 4118.292480
	Iteration 40F: 3 clusters Score -274951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (58282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Entering Unmasked Estep 
Score: -5182009.000000 Penalty: 2721.315918
	Iteration 0F: 2 clusters Score -5182009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5142860.000000 Penalty: 5442.631836
	Iteration 0F: 3 clusters Score -5142860 nChanged 27121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5157881.000000 Penalty: 5442.631836
	Iteration 1F: 3 clusters Score -5157881 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -5158497.500000 Penalty: 5442.631836
	Iteration 2Q: 3 clusters Score -5158498 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -5159307.500000 Penalty: 5442.631836
	Iteration 3Q: 3 clusters Score -5159308 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -5160639.500000 Penalty: 5442.631836
	Iteration 4Q: 3 clusters Score -5160640 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5162898.500000 Penalty: 5442.631836
	Iteration 5F: 3 clusters Score -5162898 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5166389.500000 Penalty: 5442.631836
	Iteration 6F: 3 clusters Score -5166390 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -5170838.000000 Penalty: 5442.631836
	Iteration 7F: 3 clusters Score -5170838 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -5174837.000000 Penalty: 5442.631836
	Iteration 8F: 3 clusters Score -5174837 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -5177208.500000 Penalty: 5442.631836
	Iteration 9Q: 3 clusters Score -5177208 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -5178515.000000 Penalty: 5442.631836
	Iteration 10Q: 3 clusters Score -5178515 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -5179135.000000 Penalty: 5442.631836
	Iteration 11Q: 3 clusters Score -5179135 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -5179468.500000 Penalty: 5442.631836
	Iteration 12Q: 3 clusters Score -5179468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -5179587.000000 Penalty: 5442.631836
	Iteration 13Q: 3 clusters Score -5179587 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -5179665.500000 Penalty: 5442.631836
	Iteration 14Q: 3 clusters Score -5179666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -5179719.000000 Penalty: 5442.631836
	Iteration 15Q: 3 clusters Score -5179719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -5179757.000000 Penalty: 5442.631836
	Iteration 16Q: 3 clusters Score -5179757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -5179779.500000 Penalty: 5442.631836
	Iteration 17Q: 3 clusters Score -5179780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -5179785.000000 Penalty: 5442.631836
	Iteration 18Q: 3 clusters Score -5179785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -5179804.000000 Penalty: 5442.631836
	Iteration 19Q: 3 clusters Score -5179804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -5179816.000000 Penalty: 5442.631836
	Iteration 20F: 3 clusters Score -5179816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -5179825.500000 Penalty: 5442.631836
	Iteration 21Q: 3 clusters Score -5179826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -5179828.500000 Penalty: 5442.631836
	Iteration 22Q: 3 clusters Score -5179828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -5179829.000000 Penalty: 5442.631836
	Iteration 23Q: 3 clusters Score -5179829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -5179829.500000 Penalty: 5442.631836
	Iteration 24Q: 3 clusters Score -5179830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -5179834.000000 Penalty: 5442.631836
	Iteration 25Q: 3 clusters Score -5179834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -5179842.500000 Penalty: 5442.631836
	Iteration 26Q: 3 clusters Score -5179842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -5179849.500000 Penalty: 5442.631836
	Iteration 27Q: 3 clusters Score -5179850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -5179847.500000 Penalty: 5442.631836
	Iteration 28Q: 3 clusters Score -5179848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -5179854.000000 Penalty: 5442.631836
	Iteration 29Q: 3 clusters Score -5179854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -5179859.500000 Penalty: 5442.631836
	Iteration 30Q: 3 clusters Score -5179860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -5179859.500000 Penalty: 5442.631836
	Iteration 31Q: 3 clusters Score -5179860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -5179862.500000 Penalty: 5442.631836
	Iteration 32Q: 3 clusters Score -5179862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5179866.000000 Penalty: 5442.631836
	Iteration 33Q: 3 clusters Score -5179866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -5179863.000000 Penalty: 5442.631836
	Iteration 34Q: 3 clusters Score -5179863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5179863.500000 Penalty: 5442.631836
	Iteration 35Q: 3 clusters Score -5179864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -5179863.500000 Penalty: 5442.631836
	Iteration 36F: 3 clusters Score -5179864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Entering Unmasked Estep 
Score: -423989.593750 Penalty: 2098.863525
	Iteration 0F: 2 clusters Score -423989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -419556.500000 Penalty: 4197.727051
	Iteration 0F: 3 clusters Score -419556.5 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -420596.031250 Penalty: 4197.727051
	Iteration 1F: 3 clusters Score -420596 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -420810.156250 Penalty: 4197.727051
	Iteration 2F: 3 clusters Score -420810.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -420932.687500 Penalty: 4197.727051
	Iteration 3F: 3 clusters Score -420932.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -421017.406250 Penalty: 4197.727051
	Iteration 4Q: 3 clusters Score -421017.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -421086.375000 Penalty: 4197.727051
	Iteration 5Q: 3 clusters Score -421086.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -421139.281250 Penalty: 4197.727051
	Iteration 6Q: 3 clusters Score -421139.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -421186.125000 Penalty: 4197.727051
	Iteration 7Q: 3 clusters Score -421186.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -421231.656250 Penalty: 4197.727051
	Iteration 8Q: 3 clusters Score -421231.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -421278.625000 Penalty: 4197.727051
	Iteration 9Q: 3 clusters Score -421278.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -421334.468750 Penalty: 4197.727051
	Iteration 10Q: 3 clusters Score -421334.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -421395.593750 Penalty: 4197.727051
	Iteration 11Q: 3 clusters Score -421395.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -421455.875000 Penalty: 4197.727051
	Iteration 12Q: 3 clusters Score -421455.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -421518.593750 Penalty: 4197.727051
	Iteration 13Q: 3 clusters Score -421518.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -421598.250000 Penalty: 4197.727051
	Iteration 14Q: 3 clusters Score -421598.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -421690.125000 Penalty: 4197.727051
	Iteration 15Q: 3 clusters Score -421690.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -421767.843750 Penalty: 4197.727051
	Iteration 16Q: 3 clusters Score -421767.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -421827.562500 Penalty: 4197.727051
	Iteration 17Q: 3 clusters Score -421827.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -421875.250000 Penalty: 4197.727051
	Iteration 18Q: 3 clusters Score -421875.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -421919.156250 Penalty: 4197.727051
	Iteration 19Q: 3 clusters Score -421919.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -421961.125000 Penalty: 4197.727051
	Iteration 20F: 3 clusters Score -421961.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -422003.406250 Penalty: 4197.727051
	Iteration 21Q: 3 clusters Score -422003.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -422031.406250 Penalty: 4197.727051
	Iteration 22Q: 3 clusters Score -422031.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -422058.812500 Penalty: 4197.727051
	Iteration 23Q: 3 clusters Score -422058.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -422078.031250 Penalty: 4197.727051
	Iteration 24Q: 3 clusters Score -422078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -422091.781250 Penalty: 4197.727051
	Iteration 25Q: 3 clusters Score -422091.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -422106.375000 Penalty: 4197.727051
	Iteration 26Q: 3 clusters Score -422106.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -422117.187500 Penalty: 4197.727051
	Iteration 27Q: 3 clusters Score -422117.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -422130.562500 Penalty: 4197.727051
	Iteration 28Q: 3 clusters Score -422130.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -422140.968750 Penalty: 4197.727051
	Iteration 29Q: 3 clusters Score -422141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -422154.031250 Penalty: 4197.727051
	Iteration 30Q: 3 clusters Score -422154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -422161.843750 Penalty: 4197.727051
	Iteration 31Q: 3 clusters Score -422161.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -422172.906250 Penalty: 4197.727051
	Iteration 32Q: 3 clusters Score -422172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -422182.218750 Penalty: 4197.727051
	Iteration 33Q: 3 clusters Score -422182.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -422188.906250 Penalty: 4197.727051
	Iteration 34Q: 3 clusters Score -422188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -422193.968750 Penalty: 4197.727051
	Iteration 35Q: 3 clusters Score -422194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -422198.500000 Penalty: 4197.727051
	Iteration 36Q: 3 clusters Score -422198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -422200.093750 Penalty: 4197.727051
	Iteration 37Q: 3 clusters Score -422200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -422202.156250 Penalty: 4197.727051
	Iteration 38Q: 3 clusters Score -422202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -422202.437500 Penalty: 4197.727051
	Iteration 39Q: 3 clusters Score -422202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -422203.375000 Penalty: 4197.727051
	Iteration 40F: 3 clusters Score -422203.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -77681.453125 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -77681.45 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 494 members 
Entering Unmasked Estep 
Score: -75803.789062 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -75803.79 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -76092.742188 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -76092.74 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -76173.218750 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -76173.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -76219.632812 Penalty: 3398.187744
	Iteration 3Q: 3 clusters Score -76219.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -76244.828125 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -76244.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -76263.179688 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -76263.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76272.710938 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -76272.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -76276.882812 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -76276.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76281.515625 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -76281.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -76286.773438 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -76286.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76289.710938 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -76289.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -76291.539062 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -76291.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76293.390625 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -76293.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -76295.562500 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -76295.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76296.234375 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -76296.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76296.234375 Penalty: 3398.187744
	Iteration 15F: 3 clusters Score -76296.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9243 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17060 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 8588 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 28575 members 
Mstep: Class 10 contains 53549 members 
Mstep: Class 11 contains 10067 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 16119 members 
Mstep: Class 14 contains 16991 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 15011 members 
Mstep: Class 17 contains 100544 members 
Mstep: Class 18 contains 6533 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 25381 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 415450 members 
Mstep: Class 23 contains 16366 members 
Mstep: Class 24 contains 330415 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 26193 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14975 members 
Mstep: Class 31 contains 8026 members 
Mstep: Class 32 contains 10968 members 
Mstep: Class 33 contains 11356 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 11220 members 
Mstep: Class 36 contains 4036 members 
Mstep: Class 37 contains 58282 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002552.000000 Penalty: 136387.296875
Iteration 119Q: 40 clusters Score -1.130026e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 9241 members 
Mstep: Class 3 contains 17496 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17065 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 28572 members 
Mstep: Class 10 contains 53549 members 
Mstep: Class 11 contains 10069 members 
Mstep: Class 12 contains 2723 members 
Mstep: Class 13 contains 16123 members 
Mstep: Class 14 contains 16987 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 15013 members 
Mstep: Class 17 contains 100542 members 
Mstep: Class 18 contains 6528 members 
Mstep: Class 19 contains 12941 members 
Mstep: Class 20 contains 25341 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 415447 members 
Mstep: Class 23 contains 16369 members 
Mstep: Class 24 contains 330364 members 
Mstep: Class 25 contains 2142 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 22502 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14977 members 
Mstep: Class 31 contains 8024 members 
Mstep: Class 32 contains 10978 members 
Mstep: Class 33 contains 11381 members 
Mstep: Class 34 contains 1506 members 
Mstep: Class 35 contains 11223 members 
Mstep: Class 36 contains 4033 members 
Mstep: Class 37 contains 58327 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002640.000000 Penalty: 136387.296875
Iteration 120F: 40 clusters Score -1.130026e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17071 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8559 members 
Mstep: Class 8 contains 7289 members 
Mstep: Class 9 contains 28556 members 
Mstep: Class 10 contains 53549 members 
Mstep: Class 11 contains 10068 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 16128 members 
Mstep: Class 14 contains 16987 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 15015 members 
Mstep: Class 17 contains 100545 members 
Mstep: Class 18 contains 6525 members 
Mstep: Class 19 contains 12942 members 
Mstep: Class 20 contains 25283 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 415454 members 
Mstep: Class 23 contains 16370 members 
Mstep: Class 24 contains 330319 members 
Mstep: Class 25 contains 2143 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 22506 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14980 members 
Mstep: Class 31 contains 8023 members 
Mstep: Class 32 contains 10993 members 
Mstep: Class 33 contains 11406 members 
Mstep: Class 34 contains 1506 members 
Mstep: Class 35 contains 11224 members 
Mstep: Class 36 contains 4031 members 
Mstep: Class 37 contains 58373 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002752.000000 Penalty: 136387.296875
Iteration 121Q: 40 clusters Score -1.130028e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17076 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 28548 members 
Mstep: Class 10 contains 53548 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 16133 members 
Mstep: Class 14 contains 16983 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 15016 members 
Mstep: Class 17 contains 100545 members 
Mstep: Class 18 contains 6524 members 
Mstep: Class 19 contains 12942 members 
Mstep: Class 20 contains 25221 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 415469 members 
Mstep: Class 23 contains 16374 members 
Mstep: Class 24 contains 330263 members 
Mstep: Class 25 contains 2144 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 22508 members 
Mstep: Class 28 contains 26185 members 
Mstep: Class 29 contains 3080 members 
Mstep: Class 30 contains 14980 members 
Mstep: Class 31 contains 8021 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 11444 members 
Mstep: Class 34 contains 1505 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4030 members 
Mstep: Class 37 contains 58421 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002976.000000 Penalty: 136387.296875
Iteration 122Q: 40 clusters Score -1.13003e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9237 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 17085 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8526 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 53546 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 14 contains 16973 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 15014 members 
Mstep: Class 17 contains 100541 members 
Mstep: Class 18 contains 6518 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 25180 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 22 contains 415473 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 330228 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 22511 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14977 members 
Mstep: Class 31 contains 8020 members 
Mstep: Class 32 contains 11016 members 
Mstep: Class 33 contains 11479 members 
Mstep: Class 34 contains 1509 members 
Mstep: Class 35 contains 11230 members 
Mstep: Class 36 contains 4032 members 
Mstep: Class 37 contains 58464 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002848.000000 Penalty: 136387.296875
Iteration 123Q: 40 clusters Score -1.130028e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 9233 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 17097 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8516 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53546 members 
Mstep: Class 11 contains 10063 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 14 contains 16964 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 15017 members 
Mstep: Class 17 contains 100541 members 
Mstep: Class 18 contains 6516 members 
Mstep: Class 19 contains 12944 members 
Mstep: Class 20 contains 25115 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 22 contains 415487 members 
Mstep: Class 23 contains 16382 members 
Mstep: Class 24 contains 330199 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 22514 members 
Mstep: Class 28 contains 26184 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14977 members 
Mstep: Class 31 contains 8020 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 11509 members 
Mstep: Class 34 contains 1508 members 
Mstep: Class 35 contains 11231 members 
Mstep: Class 36 contains 4033 members 
Mstep: Class 37 contains 58491 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002824.000000 Penalty: 136387.296875
Iteration 124Q: 40 clusters Score -1.130028e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 9231 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 17098 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8508 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 28533 members 
Mstep: Class 10 contains 53545 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 16136 members 
Mstep: Class 14 contains 16962 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 100541 members 
Mstep: Class 18 contains 6512 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 415502 members 
Mstep: Class 23 contains 16386 members 
Mstep: Class 24 contains 330186 members 
Mstep: Class 25 contains 2147 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 22513 members 
Mstep: Class 28 contains 26187 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14976 members 
Mstep: Class 31 contains 8020 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 11545 members 
Mstep: Class 34 contains 1508 members 
Mstep: Class 35 contains 11230 members 
Mstep: Class 36 contains 4036 members 
Mstep: Class 37 contains 58514 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002880.000000 Penalty: 136387.296875
Iteration 125Q: 40 clusters Score -1.130029e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 17100 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8497 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 28531 members 
Mstep: Class 10 contains 53547 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 16141 members 
Mstep: Class 14 contains 16957 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 15024 members 
Mstep: Class 17 contains 100539 members 
Mstep: Class 18 contains 6507 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 24962 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 22 contains 415525 members 
Mstep: Class 23 contains 16390 members 
Mstep: Class 24 contains 330150 members 
Mstep: Class 25 contains 2148 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 22513 members 
Mstep: Class 28 contains 26190 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14974 members 
Mstep: Class 31 contains 8019 members 
Mstep: Class 32 contains 11050 members 
Mstep: Class 33 contains 11585 members 
Mstep: Class 34 contains 1510 members 
Mstep: Class 35 contains 11229 members 
Mstep: Class 36 contains 4040 members 
Mstep: Class 37 contains 58544 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002944.000000 Penalty: 136387.296875
Iteration 126Q: 40 clusters Score -1.130029e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 9227 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 17104 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8478 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 28530 members 
Mstep: Class 10 contains 53547 members 
Mstep: Class 11 contains 10059 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 13 contains 16147 members 
Mstep: Class 14 contains 16958 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 15026 members 
Mstep: Class 17 contains 100540 members 
Mstep: Class 18 contains 6500 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 24889 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 415539 members 
Mstep: Class 23 contains 16397 members 
Mstep: Class 24 contains 330122 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 22515 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14977 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11057 members 
Mstep: Class 33 contains 11618 members 
Mstep: Class 34 contains 1515 members 
Mstep: Class 35 contains 11229 members 
Mstep: Class 36 contains 4040 members 
Mstep: Class 37 contains 58569 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113002992.000000 Penalty: 136387.296875
Iteration 127Q: 40 clusters Score -1.13003e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 17105 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 8462 members 
Mstep: Class 8 contains 7293 members 
Mstep: Class 9 contains 28531 members 
Mstep: Class 10 contains 53546 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 16153 members 
Mstep: Class 14 contains 16958 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 17 contains 100539 members 
Mstep: Class 18 contains 6495 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 24840 members 
Mstep: Class 21 contains 6907 members 
Mstep: Class 22 contains 415550 members 
Mstep: Class 23 contains 16403 members 
Mstep: Class 24 contains 330095 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 22516 members 
Mstep: Class 28 contains 26184 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14977 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11071 members 
Mstep: Class 33 contains 11646 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 11230 members 
Mstep: Class 36 contains 4042 members 
Mstep: Class 37 contains 58595 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003024.000000 Penalty: 136387.296875
Iteration 128Q: 40 clusters Score -1.13003e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 17491 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 17109 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8445 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 10 contains 53545 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 16155 members 
Mstep: Class 14 contains 16958 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15028 members 
Mstep: Class 17 contains 100536 members 
Mstep: Class 18 contains 6492 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 24789 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 415553 members 
Mstep: Class 23 contains 16406 members 
Mstep: Class 24 contains 330073 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 22516 members 
Mstep: Class 28 contains 26184 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14976 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11084 members 
Mstep: Class 33 contains 11676 members 
Mstep: Class 34 contains 1523 members 
Mstep: Class 35 contains 11229 members 
Mstep: Class 36 contains 4044 members 
Mstep: Class 37 contains 58622 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003088.000000 Penalty: 136387.296875
Iteration 129Q: 40 clusters Score -1.130031e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9218 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 17109 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8429 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 28519 members 
Mstep: Class 10 contains 53546 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 16161 members 
Mstep: Class 14 contains 16959 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 100538 members 
Mstep: Class 18 contains 6488 members 
Mstep: Class 19 contains 12943 members 
Mstep: Class 20 contains 24735 members 
Mstep: Class 21 contains 6914 members 
Mstep: Class 22 contains 415561 members 
Mstep: Class 23 contains 16405 members 
Mstep: Class 24 contains 330045 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 22516 members 
Mstep: Class 28 contains 26186 members 
Mstep: Class 29 contains 3079 members 
Mstep: Class 30 contains 14978 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11096 members 
Mstep: Class 33 contains 11710 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 11229 members 
Mstep: Class 36 contains 4046 members 
Mstep: Class 37 contains 58643 members 
Mstep: Class 38 contains 4737 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003128.000000 Penalty: 136387.296875
Iteration 130Q: 40 clusters Score -1.130031e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9217 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17106 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8402 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 28518 members 
Mstep: Class 10 contains 53546 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 16174 members 
Mstep: Class 14 contains 16960 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 100536 members 
Mstep: Class 18 contains 6477 members 
Mstep: Class 19 contains 12944 members 
Mstep: Class 20 contains 24698 members 
Mstep: Class 21 contains 6918 members 
Mstep: Class 22 contains 415571 members 
Mstep: Class 23 contains 16406 members 
Mstep: Class 24 contains 330010 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 22517 members 
Mstep: Class 28 contains 26189 members 
Mstep: Class 29 contains 3078 members 
Mstep: Class 30 contains 14981 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11096 members 
Mstep: Class 33 contains 11743 members 
Mstep: Class 34 contains 1537 members 
Mstep: Class 35 contains 11228 members 
Mstep: Class 36 contains 4047 members 
Mstep: Class 37 contains 58667 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003144.000000 Penalty: 136387.296875
Iteration 131Q: 40 clusters Score -1.130031e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9214 members 
Mstep: Class 3 contains 17484 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17103 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8377 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 28520 members 
Mstep: Class 10 contains 53544 members 
Mstep: Class 11 contains 10048 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16176 members 
Mstep: Class 14 contains 16961 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15030 members 
Mstep: Class 17 contains 100530 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 12944 members 
Mstep: Class 20 contains 24677 members 
Mstep: Class 21 contains 6924 members 
Mstep: Class 22 contains 415582 members 
Mstep: Class 23 contains 16404 members 
Mstep: Class 24 contains 329979 members 
Mstep: Class 25 contains 2196 members 
Mstep: Class 26 contains 6593 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26193 members 
Mstep: Class 29 contains 3078 members 
Mstep: Class 30 contains 14982 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11109 members 
Mstep: Class 33 contains 11767 members 
Mstep: Class 34 contains 1541 members 
Mstep: Class 35 contains 11227 members 
Mstep: Class 36 contains 4047 members 
Mstep: Class 37 contains 58689 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003112.000000 Penalty: 136387.296875
Iteration 132Q: 40 clusters Score -1.130031e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 9208 members 
Mstep: Class 3 contains 17481 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17104 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8352 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 28525 members 
Mstep: Class 10 contains 53544 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 16186 members 
Mstep: Class 14 contains 16960 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15031 members 
Mstep: Class 17 contains 100528 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 12945 members 
Mstep: Class 20 contains 24652 members 
Mstep: Class 21 contains 6933 members 
Mstep: Class 22 contains 415586 members 
Mstep: Class 23 contains 16404 members 
Mstep: Class 24 contains 329953 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 6596 members 
Mstep: Class 27 contains 22520 members 
Mstep: Class 28 contains 26196 members 
Mstep: Class 29 contains 3078 members 
Mstep: Class 30 contains 14983 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 11791 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 11227 members 
Mstep: Class 36 contains 4041 members 
Mstep: Class 37 contains 58710 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003216.000000 Penalty: 136387.296875
Iteration 133Q: 40 clusters Score -1.130032e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 17480 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 17105 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8333 members 
Mstep: Class 8 contains 7292 members 
Mstep: Class 9 contains 28528 members 
Mstep: Class 10 contains 53544 members 
Mstep: Class 11 contains 10047 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 16190 members 
Mstep: Class 14 contains 16958 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15032 members 
Mstep: Class 17 contains 100528 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 12948 members 
Mstep: Class 20 contains 24634 members 
Mstep: Class 21 contains 6940 members 
Mstep: Class 22 contains 415568 members 
Mstep: Class 23 contains 16406 members 
Mstep: Class 24 contains 329936 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 6595 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 26197 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 14984 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11129 members 
Mstep: Class 33 contains 11811 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4038 members 
Mstep: Class 37 contains 58733 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003200.000000 Penalty: 136387.296875
Iteration 134Q: 40 clusters Score -1.130032e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 17104 members 
Mstep: Class 6 contains 9893 members 
Mstep: Class 7 contains 8309 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 28533 members 
Mstep: Class 10 contains 53543 members 
Mstep: Class 11 contains 10047 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16196 members 
Mstep: Class 14 contains 16958 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15034 members 
Mstep: Class 17 contains 100528 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 12949 members 
Mstep: Class 20 contains 24594 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 415571 members 
Mstep: Class 23 contains 16410 members 
Mstep: Class 24 contains 329917 members 
Mstep: Class 25 contains 2227 members 
Mstep: Class 26 contains 6595 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26197 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 14986 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11140 members 
Mstep: Class 33 contains 11829 members 
Mstep: Class 34 contains 1547 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4035 members 
Mstep: Class 37 contains 58748 members 
Mstep: Class 38 contains 4740 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003168.000000 Penalty: 136387.296875
Iteration 135Q: 40 clusters Score -1.130032e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 17483 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 17102 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8285 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53542 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15044 members 
Mstep: Class 17 contains 100525 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 12950 members 
Mstep: Class 20 contains 24575 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 415567 members 
Mstep: Class 23 contains 16416 members 
Mstep: Class 24 contains 329885 members 
Mstep: Class 25 contains 2235 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 22522 members 
Mstep: Class 28 contains 26194 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 14987 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11151 members 
Mstep: Class 33 contains 11857 members 
Mstep: Class 34 contains 1550 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4033 members 
Mstep: Class 37 contains 58763 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003248.000000 Penalty: 136387.296875
Iteration 136Q: 40 clusters Score -1.130032e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 17484 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 17100 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8271 members 
Mstep: Class 8 contains 7293 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 53542 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 16209 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15045 members 
Mstep: Class 17 contains 100526 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 12952 members 
Mstep: Class 20 contains 24546 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 415571 members 
Mstep: Class 23 contains 16422 members 
Mstep: Class 24 contains 329864 members 
Mstep: Class 25 contains 2245 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 14988 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11162 members 
Mstep: Class 33 contains 11878 members 
Mstep: Class 34 contains 1553 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4031 members 
Mstep: Class 37 contains 58777 members 
Mstep: Class 38 contains 4738 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003312.000000 Penalty: 136387.296875
Iteration 137Q: 40 clusters Score -1.130033e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 17100 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 7291 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 53542 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 16211 members 
Mstep: Class 14 contains 16955 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15050 members 
Mstep: Class 17 contains 100523 members 
Mstep: Class 18 contains 6427 members 
Mstep: Class 19 contains 12951 members 
Mstep: Class 20 contains 24506 members 
Mstep: Class 21 contains 6952 members 
Mstep: Class 22 contains 415571 members 
Mstep: Class 23 contains 16423 members 
Mstep: Class 24 contains 329845 members 
Mstep: Class 25 contains 2256 members 
Mstep: Class 26 contains 6596 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26191 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 14992 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11178 members 
Mstep: Class 33 contains 11898 members 
Mstep: Class 34 contains 1556 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4030 members 
Mstep: Class 37 contains 58786 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003280.000000 Penalty: 136387.296875
Iteration 138Q: 40 clusters Score -1.130033e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 3888 members 
Mstep: Class 5 contains 17100 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8250 members 
Mstep: Class 8 contains 7288 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 10 contains 53542 members 
Mstep: Class 11 contains 10041 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 16212 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 100523 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 24475 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 415572 members 
Mstep: Class 23 contains 16425 members 
Mstep: Class 24 contains 329830 members 
Mstep: Class 25 contains 2262 members 
Mstep: Class 26 contains 6598 members 
Mstep: Class 27 contains 22520 members 
Mstep: Class 28 contains 26190 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 14994 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11189 members 
Mstep: Class 33 contains 11918 members 
Mstep: Class 34 contains 1560 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4034 members 
Mstep: Class 37 contains 58792 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003312.000000 Penalty: 136387.296875
Iteration 139Q: 40 clusters Score -1.130033e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 17100 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8235 members 
Mstep: Class 8 contains 7282 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 53542 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16217 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 100524 members 
Mstep: Class 18 contains 6416 members 
Mstep: Class 19 contains 12954 members 
Mstep: Class 20 contains 24449 members 
Mstep: Class 21 contains 6952 members 
Mstep: Class 22 contains 415584 members 
Mstep: Class 23 contains 16425 members 
Mstep: Class 24 contains 329816 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 6599 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 26190 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 14995 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11196 members 
Mstep: Class 33 contains 11928 members 
Mstep: Class 34 contains 1566 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4033 members 
Mstep: Class 37 contains 58801 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003368.000000 Penalty: 136387.296875
Iteration 140F: 40 clusters Score -1.130034e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 17101 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 53542 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16217 members 
Mstep: Class 14 contains 16955 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 100519 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 12956 members 
Mstep: Class 20 contains 24434 members 
Mstep: Class 21 contains 6952 members 
Mstep: Class 22 contains 415591 members 
Mstep: Class 23 contains 16424 members 
Mstep: Class 24 contains 329805 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 22520 members 
Mstep: Class 28 contains 26192 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 14995 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11206 members 
Mstep: Class 33 contains 11936 members 
Mstep: Class 34 contains 1566 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4031 members 
Mstep: Class 37 contains 58810 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003296.000000 Penalty: 136387.296875
Iteration 141Q: 40 clusters Score -1.130033e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 17103 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53541 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 16225 members 
Mstep: Class 14 contains 16951 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 15053 members 
Mstep: Class 17 contains 100519 members 
Mstep: Class 18 contains 6402 members 
Mstep: Class 19 contains 12957 members 
Mstep: Class 20 contains 24412 members 
Mstep: Class 21 contains 6965 members 
Mstep: Class 22 contains 415596 members 
Mstep: Class 23 contains 16425 members 
Mstep: Class 24 contains 329799 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 6601 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26194 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 14995 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 11947 members 
Mstep: Class 34 contains 1566 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4030 members 
Mstep: Class 37 contains 58812 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003288.000000 Penalty: 136387.296875
Iteration 142Q: 40 clusters Score -1.130033e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9199 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 17105 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8183 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 28531 members 
Mstep: Class 10 contains 53540 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 16225 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15056 members 
Mstep: Class 17 contains 100518 members 
Mstep: Class 18 contains 6399 members 
Mstep: Class 19 contains 12956 members 
Mstep: Class 20 contains 24387 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 415592 members 
Mstep: Class 23 contains 16427 members 
Mstep: Class 24 contains 329791 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 6607 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26191 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 14995 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11218 members 
Mstep: Class 33 contains 11966 members 
Mstep: Class 34 contains 1569 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4028 members 
Mstep: Class 37 contains 58818 members 
Mstep: Class 38 contains 4739 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003216.000000 Penalty: 136387.296875
Iteration 143Q: 40 clusters Score -1.130032e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9201 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 17106 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8173 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 28524 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10041 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 16223 members 
Mstep: Class 14 contains 16949 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 17 contains 100516 members 
Mstep: Class 18 contains 6397 members 
Mstep: Class 19 contains 12956 members 
Mstep: Class 20 contains 24372 members 
Mstep: Class 21 contains 6970 members 
Mstep: Class 22 contains 415585 members 
Mstep: Class 23 contains 16429 members 
Mstep: Class 24 contains 329784 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 6604 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 26192 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 14995 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11229 members 
Mstep: Class 33 contains 11978 members 
Mstep: Class 34 contains 1571 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4024 members 
Mstep: Class 37 contains 58825 members 
Mstep: Class 38 contains 4740 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003368.000000 Penalty: 136387.296875
Iteration 144Q: 40 clusters Score -1.130034e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 17109 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8157 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 28516 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10042 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 16221 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6397 members 
Mstep: Class 19 contains 12958 members 
Mstep: Class 20 contains 24368 members 
Mstep: Class 21 contains 6968 members 
Mstep: Class 22 contains 415581 members 
Mstep: Class 23 contains 16431 members 
Mstep: Class 24 contains 329774 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 6604 members 
Mstep: Class 27 contains 22518 members 
Mstep: Class 28 contains 26189 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 14995 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11231 members 
Mstep: Class 33 contains 11992 members 
Mstep: Class 34 contains 1573 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4023 members 
Mstep: Class 37 contains 58832 members 
Mstep: Class 38 contains 4741 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003392.000000 Penalty: 136387.296875
Iteration 145Q: 40 clusters Score -1.130034e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8144 members 
Mstep: Class 8 contains 7264 members 
Mstep: Class 9 contains 28512 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 16225 members 
Mstep: Class 14 contains 16941 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 15064 members 
Mstep: Class 17 contains 100514 members 
Mstep: Class 18 contains 6394 members 
Mstep: Class 19 contains 12961 members 
Mstep: Class 20 contains 24359 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 415593 members 
Mstep: Class 23 contains 16433 members 
Mstep: Class 24 contains 329756 members 
Mstep: Class 25 contains 2323 members 
Mstep: Class 26 contains 6605 members 
Mstep: Class 27 contains 22518 members 
Mstep: Class 28 contains 26187 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 14996 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11235 members 
Mstep: Class 33 contains 12002 members 
Mstep: Class 34 contains 1574 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4022 members 
Mstep: Class 37 contains 58842 members 
Mstep: Class 38 contains 4741 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003416.000000 Penalty: 136387.296875
Iteration 146Q: 40 clusters Score -1.130034e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17491 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 7264 members 
Mstep: Class 9 contains 28514 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 16225 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 15065 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6394 members 
Mstep: Class 19 contains 12962 members 
Mstep: Class 20 contains 24348 members 
Mstep: Class 21 contains 6965 members 
Mstep: Class 22 contains 415587 members 
Mstep: Class 23 contains 16434 members 
Mstep: Class 24 contains 329743 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 6603 members 
Mstep: Class 27 contains 22518 members 
Mstep: Class 28 contains 26184 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11243 members 
Mstep: Class 33 contains 12015 members 
Mstep: Class 34 contains 1579 members 
Mstep: Class 35 contains 11228 members 
Mstep: Class 36 contains 4020 members 
Mstep: Class 37 contains 58853 members 
Mstep: Class 38 contains 4741 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003576.000000 Penalty: 136387.296875
Iteration 147Q: 40 clusters Score -1.130036e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8118 members 
Mstep: Class 8 contains 7261 members 
Mstep: Class 9 contains 28512 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10044 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 16230 members 
Mstep: Class 14 contains 16940 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 15065 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 12962 members 
Mstep: Class 20 contains 24334 members 
Mstep: Class 21 contains 6965 members 
Mstep: Class 22 contains 415583 members 
Mstep: Class 23 contains 16434 members 
Mstep: Class 24 contains 329725 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 6601 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 26182 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11254 members 
Mstep: Class 33 contains 12036 members 
Mstep: Class 34 contains 1584 members 
Mstep: Class 35 contains 11231 members 
Mstep: Class 36 contains 4016 members 
Mstep: Class 37 contains 58861 members 
Mstep: Class 38 contains 4741 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003592.000000 Penalty: 136387.296875
Iteration 148Q: 40 clusters Score -1.130036e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8101 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 28515 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 16229 members 
Mstep: Class 14 contains 16942 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15065 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 12962 members 
Mstep: Class 20 contains 24329 members 
Mstep: Class 21 contains 6966 members 
Mstep: Class 22 contains 415587 members 
Mstep: Class 23 contains 16433 members 
Mstep: Class 24 contains 329712 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 6600 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 26182 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11263 members 
Mstep: Class 33 contains 12050 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 11229 members 
Mstep: Class 36 contains 4016 members 
Mstep: Class 37 contains 58865 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003536.000000 Penalty: 136387.296875
Iteration 149Q: 40 clusters Score -1.130035e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8083 members 
Mstep: Class 8 contains 7252 members 
Mstep: Class 9 contains 28515 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10047 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16232 members 
Mstep: Class 14 contains 16944 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6393 members 
Mstep: Class 19 contains 12964 members 
Mstep: Class 20 contains 24324 members 
Mstep: Class 21 contains 6968 members 
Mstep: Class 22 contains 415587 members 
Mstep: Class 23 contains 16436 members 
Mstep: Class 24 contains 329706 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 6599 members 
Mstep: Class 27 contains 22519 members 
Mstep: Class 28 contains 26180 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14999 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11266 members 
Mstep: Class 33 contains 12065 members 
Mstep: Class 34 contains 1586 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4016 members 
Mstep: Class 37 contains 58869 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003656.000000 Penalty: 136387.296875
Iteration 150Q: 40 clusters Score -1.130037e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 28517 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16232 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6395 members 
Mstep: Class 19 contains 12964 members 
Mstep: Class 20 contains 24316 members 
Mstep: Class 21 contains 6969 members 
Mstep: Class 22 contains 415579 members 
Mstep: Class 23 contains 16439 members 
Mstep: Class 24 contains 329704 members 
Mstep: Class 25 contains 2339 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26181 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11271 members 
Mstep: Class 33 contains 12086 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 11224 members 
Mstep: Class 36 contains 4015 members 
Mstep: Class 37 contains 58870 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003688.000000 Penalty: 136387.296875
Iteration 151Q: 40 clusters Score -1.130037e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 8064 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28521 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16233 members 
Mstep: Class 14 contains 16944 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6394 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24317 members 
Mstep: Class 21 contains 6972 members 
Mstep: Class 22 contains 415577 members 
Mstep: Class 23 contains 16438 members 
Mstep: Class 24 contains 329698 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11278 members 
Mstep: Class 33 contains 12091 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4015 members 
Mstep: Class 37 contains 58874 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003680.000000 Penalty: 136387.296875
Iteration 152Q: 40 clusters Score -1.130037e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28528 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10044 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16234 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 12967 members 
Mstep: Class 20 contains 24313 members 
Mstep: Class 21 contains 6976 members 
Mstep: Class 22 contains 415575 members 
Mstep: Class 23 contains 16438 members 
Mstep: Class 24 contains 329696 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 22522 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11279 members 
Mstep: Class 33 contains 12099 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4014 members 
Mstep: Class 37 contains 58878 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003624.000000 Penalty: 136387.296875
Iteration 153Q: 40 clusters Score -1.130036e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8049 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 28533 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16232 members 
Mstep: Class 14 contains 16942 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 100513 members 
Mstep: Class 18 contains 6391 members 
Mstep: Class 19 contains 12967 members 
Mstep: Class 20 contains 24302 members 
Mstep: Class 21 contains 6978 members 
Mstep: Class 22 contains 415571 members 
Mstep: Class 23 contains 16439 members 
Mstep: Class 24 contains 329683 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 22522 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11283 members 
Mstep: Class 33 contains 12111 members 
Mstep: Class 34 contains 1586 members 
Mstep: Class 35 contains 11225 members 
Mstep: Class 36 contains 4014 members 
Mstep: Class 37 contains 58883 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003712.000000 Penalty: 136387.296875
Iteration 154Q: 40 clusters Score -1.130037e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9889 members 
Mstep: Class 7 contains 8041 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 28535 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16234 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 100512 members 
Mstep: Class 18 contains 6388 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24296 members 
Mstep: Class 21 contains 6975 members 
Mstep: Class 22 contains 415570 members 
Mstep: Class 23 contains 16443 members 
Mstep: Class 24 contains 329673 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14997 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11289 members 
Mstep: Class 33 contains 12124 members 
Mstep: Class 34 contains 1586 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4015 members 
Mstep: Class 37 contains 58889 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003728.000000 Penalty: 136387.296875
Iteration 155Q: 40 clusters Score -1.130037e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24291 members 
Mstep: Class 21 contains 6976 members 
Mstep: Class 22 contains 415568 members 
Mstep: Class 23 contains 16444 members 
Mstep: Class 24 contains 329663 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 22520 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14996 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11291 members 
Mstep: Class 33 contains 12136 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58898 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003712.000000 Penalty: 136387.296875
Iteration 156Q: 40 clusters Score -1.130037e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 8029 members 
Mstep: Class 8 contains 7241 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10045 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24285 members 
Mstep: Class 21 contains 6978 members 
Mstep: Class 22 contains 415573 members 
Mstep: Class 23 contains 16444 members 
Mstep: Class 24 contains 329654 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 22520 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14997 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11290 members 
Mstep: Class 33 contains 12147 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58899 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003640.000000 Penalty: 136387.296875
Iteration 157Q: 40 clusters Score -1.130036e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17487 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8025 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 28534 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24278 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 415572 members 
Mstep: Class 23 contains 16444 members 
Mstep: Class 24 contains 329644 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 26177 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14998 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11292 members 
Mstep: Class 33 contains 12157 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11226 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58902 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003704.000000 Penalty: 136387.296875
Iteration 158Q: 40 clusters Score -1.130037e+08 nChanged 56
Entering ConstructFrom: 
Score: -113003704.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (10785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Entering Unmasked Estep 
Score: -923323.562500 Penalty: 2302.906006
	Iteration 0F: 2 clusters Score -923323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -915043.812500 Penalty: 4605.812012
	Iteration 0F: 3 clusters Score -915043.8 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -917650.875000 Penalty: 4605.812012
	Iteration 1F: 3 clusters Score -917650.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -918072.312500 Penalty: 4605.812012
	Iteration 2F: 3 clusters Score -918072.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -918426.500000 Penalty: 4605.812012
	Iteration 3F: 3 clusters Score -918426.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -918713.625000 Penalty: 4605.812012
	Iteration 4F: 3 clusters Score -918713.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -918953.812500 Penalty: 4605.812012
	Iteration 5Q: 3 clusters Score -918953.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -919162.500000 Penalty: 4605.812012
	Iteration 6Q: 3 clusters Score -919162.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -919351.437500 Penalty: 4605.812012
	Iteration 7Q: 3 clusters Score -919351.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -919536.250000 Penalty: 4605.812012
	Iteration 8Q: 3 clusters Score -919536.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -919694.937500 Penalty: 4605.812012
	Iteration 9Q: 3 clusters Score -919694.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -919848.000000 Penalty: 4605.812012
	Iteration 10Q: 3 clusters Score -919848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -920013.625000 Penalty: 4605.812012
	Iteration 11Q: 3 clusters Score -920013.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -920182.875000 Penalty: 4605.812012
	Iteration 12Q: 3 clusters Score -920182.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -920331.812500 Penalty: 4605.812012
	Iteration 13Q: 3 clusters Score -920331.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -920452.062500 Penalty: 4605.812012
	Iteration 14Q: 3 clusters Score -920452.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -920599.500000 Penalty: 4605.812012
	Iteration 15Q: 3 clusters Score -920599.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -920743.312500 Penalty: 4605.812012
	Iteration 16Q: 3 clusters Score -920743.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -920859.875000 Penalty: 4605.812012
	Iteration 17Q: 3 clusters Score -920859.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -920944.375000 Penalty: 4605.812012
	Iteration 18Q: 3 clusters Score -920944.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -921017.437500 Penalty: 4605.812012
	Iteration 19Q: 3 clusters Score -921017.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -921074.312500 Penalty: 4605.812012
	Iteration 20F: 3 clusters Score -921074.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -921112.375000 Penalty: 4605.812012
	Iteration 21Q: 3 clusters Score -921112.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -921142.500000 Penalty: 4605.812012
	Iteration 22Q: 3 clusters Score -921142.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -921169.625000 Penalty: 4605.812012
	Iteration 23Q: 3 clusters Score -921169.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -921201.437500 Penalty: 4605.812012
	Iteration 24Q: 3 clusters Score -921201.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -921231.250000 Penalty: 4605.812012
	Iteration 25Q: 3 clusters Score -921231.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -921253.187500 Penalty: 4605.812012
	Iteration 26Q: 3 clusters Score -921253.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -921268.437500 Penalty: 4605.812012
	Iteration 27Q: 3 clusters Score -921268.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -921285.937500 Penalty: 4605.812012
	Iteration 28Q: 3 clusters Score -921285.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -921296.500000 Penalty: 4605.812012
	Iteration 29Q: 3 clusters Score -921296.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -921314.312500 Penalty: 4605.812012
	Iteration 30Q: 3 clusters Score -921314.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -921333.812500 Penalty: 4605.812012
	Iteration 31Q: 3 clusters Score -921333.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -921353.000000 Penalty: 4605.812012
	Iteration 32Q: 3 clusters Score -921353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -921374.187500 Penalty: 4605.812012
	Iteration 33Q: 3 clusters Score -921374.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -921387.687500 Penalty: 4605.812012
	Iteration 34Q: 3 clusters Score -921387.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -921405.312500 Penalty: 4605.812012
	Iteration 35Q: 3 clusters Score -921405.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -921418.812500 Penalty: 4605.812012
	Iteration 36Q: 3 clusters Score -921418.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -921427.250000 Penalty: 4605.812012
	Iteration 37Q: 3 clusters Score -921427.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -921434.062500 Penalty: 4605.812012
	Iteration 38Q: 3 clusters Score -921434.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -921440.250000 Penalty: 4605.812012
	Iteration 39Q: 3 clusters Score -921440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -921443.812500 Penalty: 4605.812012
	Iteration 40F: 3 clusters Score -921443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -921448.250000 Penalty: 4605.812012
	Iteration 41Q: 3 clusters Score -921448.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -921448.750000 Penalty: 4605.812012
	Iteration 42Q: 3 clusters Score -921448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -921455.062500 Penalty: 4605.812012
	Iteration 43Q: 3 clusters Score -921455.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -921461.250000 Penalty: 4605.812012
	Iteration 44Q: 3 clusters Score -921461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -921465.937500 Penalty: 4605.812012
	Iteration 45Q: 3 clusters Score -921465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -921467.125000 Penalty: 4605.812012
	Iteration 46Q: 3 clusters Score -921467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -921469.125000 Penalty: 4605.812012
	Iteration 47Q: 3 clusters Score -921469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -921472.125000 Penalty: 4605.812012
	Iteration 48Q: 3 clusters Score -921472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -921471.250000 Penalty: 4605.812012
	Iteration 49Q: 3 clusters Score -921471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -921473.812500 Penalty: 4605.812012
	Iteration 50Q: 3 clusters Score -921473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -921475.937500 Penalty: 4605.812012
	Iteration 51Q: 3 clusters Score -921475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -921479.187500 Penalty: 4605.812012
	Iteration 52Q: 3 clusters Score -921479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -921478.562500 Penalty: 4605.812012
	Iteration 53Q: 3 clusters Score -921478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -921478.812500 Penalty: 4605.812012
	Iteration 54Q: 3 clusters Score -921478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -921480.875000 Penalty: 4605.812012
	Iteration 55Q: 3 clusters Score -921480.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -921480.875000 Penalty: 4605.812012
	Iteration 56F: 3 clusters Score -921480.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Entering Unmasked Estep 
Score: -768819.750000 Penalty: 2263.566650
	Iteration 0F: 2 clusters Score -768819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -761643.562500 Penalty: 4527.133301
	Iteration 0F: 3 clusters Score -761643.6 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -763659.312500 Penalty: 4527.133301
	Iteration 1F: 3 clusters Score -763659.3 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -763993.437500 Penalty: 4527.133301
	Iteration 2F: 3 clusters Score -763993.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -764268.000000 Penalty: 4527.133301
	Iteration 3F: 3 clusters Score -764268 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -764492.125000 Penalty: 4527.133301
	Iteration 4Q: 3 clusters Score -764492.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -764670.562500 Penalty: 4527.133301
	Iteration 5Q: 3 clusters Score -764670.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -764872.125000 Penalty: 4527.133301
	Iteration 6Q: 3 clusters Score -764872.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -765104.937500 Penalty: 4527.133301
	Iteration 7Q: 3 clusters Score -765104.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -765345.625000 Penalty: 4527.133301
	Iteration 8Q: 3 clusters Score -765345.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -765642.000000 Penalty: 4527.133301
	Iteration 9Q: 3 clusters Score -765642 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -765944.812500 Penalty: 4527.133301
	Iteration 10Q: 3 clusters Score -765944.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -766202.312500 Penalty: 4527.133301
	Iteration 11Q: 3 clusters Score -766202.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -766385.375000 Penalty: 4527.133301
	Iteration 12Q: 3 clusters Score -766385.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -766525.875000 Penalty: 4527.133301
	Iteration 13Q: 3 clusters Score -766525.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -766657.750000 Penalty: 4527.133301
	Iteration 14Q: 3 clusters Score -766657.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -766808.687500 Penalty: 4527.133301
	Iteration 15Q: 3 clusters Score -766808.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -767028.250000 Penalty: 4527.133301
	Iteration 16Q: 3 clusters Score -767028.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -767260.562500 Penalty: 4527.133301
	Iteration 17Q: 3 clusters Score -767260.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -767464.250000 Penalty: 4527.133301
	Iteration 18Q: 3 clusters Score -767464.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -767620.562500 Penalty: 4527.133301
	Iteration 19Q: 3 clusters Score -767620.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -767744.250000 Penalty: 4527.133301
	Iteration 20F: 3 clusters Score -767744.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -767811.125000 Penalty: 4527.133301
	Iteration 21Q: 3 clusters Score -767811.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -767841.937500 Penalty: 4527.133301
	Iteration 22Q: 3 clusters Score -767841.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -767858.062500 Penalty: 4527.133301
	Iteration 23Q: 3 clusters Score -767858.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -767866.687500 Penalty: 4527.133301
	Iteration 24Q: 3 clusters Score -767866.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -767874.812500 Penalty: 4527.133301
	Iteration 25Q: 3 clusters Score -767874.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -767880.250000 Penalty: 4527.133301
	Iteration 26Q: 3 clusters Score -767880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -767880.875000 Penalty: 4527.133301
	Iteration 27Q: 3 clusters Score -767880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -767885.750000 Penalty: 4527.133301
	Iteration 28Q: 3 clusters Score -767885.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -767888.812500 Penalty: 4527.133301
	Iteration 29Q: 3 clusters Score -767888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -767888.937500 Penalty: 4527.133301
	Iteration 30Q: 3 clusters Score -767888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -767890.000000 Penalty: 4527.133301
	Iteration 31Q: 3 clusters Score -767890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -767889.187500 Penalty: 4527.133301
	Iteration 32Q: 3 clusters Score -767889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -767887.812500 Penalty: 4527.133301
	Iteration 33Q: 3 clusters Score -767887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -767888.375000 Penalty: 4527.133301
	Iteration 34Q: 3 clusters Score -767888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -767888.375000 Penalty: 4527.133301
	Iteration 35F: 3 clusters Score -767888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Entering Unmasked Estep 
Score: -1538094.875000 Penalty: 2422.750488
	Iteration 0F: 2 clusters Score -1538095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1525735.875000 Penalty: 4845.500977
	Iteration 0F: 3 clusters Score -1525736 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1529890.750000 Penalty: 4845.500977
	Iteration 1F: 3 clusters Score -1529891 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1530240.875000 Penalty: 4845.500977
	Iteration 2F: 3 clusters Score -1530241 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1530519.375000 Penalty: 4845.500977
	Iteration 3Q: 3 clusters Score -1530519 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1530754.125000 Penalty: 4845.500977
	Iteration 4Q: 3 clusters Score -1530754 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1530995.875000 Penalty: 4845.500977
	Iteration 5Q: 3 clusters Score -1530996 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1531243.750000 Penalty: 4845.500977
	Iteration 6Q: 3 clusters Score -1531244 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1531514.750000 Penalty: 4845.500977
	Iteration 7Q: 3 clusters Score -1531515 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1531850.750000 Penalty: 4845.500977
	Iteration 8Q: 3 clusters Score -1531851 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1532205.750000 Penalty: 4845.500977
	Iteration 9Q: 3 clusters Score -1532206 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1532614.375000 Penalty: 4845.500977
	Iteration 10Q: 3 clusters Score -1532614 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1533039.625000 Penalty: 4845.500977
	Iteration 11Q: 3 clusters Score -1533040 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1533480.375000 Penalty: 4845.500977
	Iteration 12Q: 3 clusters Score -1533480 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1533905.000000 Penalty: 4845.500977
	Iteration 13Q: 3 clusters Score -1533905 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1534291.000000 Penalty: 4845.500977
	Iteration 14Q: 3 clusters Score -1534291 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1534606.875000 Penalty: 4845.500977
	Iteration 15Q: 3 clusters Score -1534607 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1534892.250000 Penalty: 4845.500977
	Iteration 16Q: 3 clusters Score -1534892 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1535144.125000 Penalty: 4845.500977
	Iteration 17Q: 3 clusters Score -1535144 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1535345.250000 Penalty: 4845.500977
	Iteration 18Q: 3 clusters Score -1535345 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1535507.000000 Penalty: 4845.500977
	Iteration 19Q: 3 clusters Score -1535507 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1535610.500000 Penalty: 4845.500977
	Iteration 20F: 3 clusters Score -1535610 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1535677.125000 Penalty: 4845.500977
	Iteration 21Q: 3 clusters Score -1535677 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1535745.875000 Penalty: 4845.500977
	Iteration 22Q: 3 clusters Score -1535746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1535797.125000 Penalty: 4845.500977
	Iteration 23Q: 3 clusters Score -1535797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1535828.875000 Penalty: 4845.500977
	Iteration 24Q: 3 clusters Score -1535829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1535858.250000 Penalty: 4845.500977
	Iteration 25Q: 3 clusters Score -1535858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1535880.000000 Penalty: 4845.500977
	Iteration 26Q: 3 clusters Score -1535880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1535903.625000 Penalty: 4845.500977
	Iteration 27Q: 3 clusters Score -1535904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1535929.000000 Penalty: 4845.500977
	Iteration 28Q: 3 clusters Score -1535929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1535940.375000 Penalty: 4845.500977
	Iteration 29Q: 3 clusters Score -1535940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1535947.250000 Penalty: 4845.500977
	Iteration 30Q: 3 clusters Score -1535947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1535954.500000 Penalty: 4845.500977
	Iteration 31Q: 3 clusters Score -1535954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1535957.000000 Penalty: 4845.500977
	Iteration 32Q: 3 clusters Score -1535957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1535959.375000 Penalty: 4845.500977
	Iteration 33Q: 3 clusters Score -1535959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1535970.375000 Penalty: 4845.500977
	Iteration 34Q: 3 clusters Score -1535970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1535975.500000 Penalty: 4845.500977
	Iteration 35Q: 3 clusters Score -1535976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1535978.750000 Penalty: 4845.500977
	Iteration 36Q: 3 clusters Score -1535979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1535992.750000 Penalty: 4845.500977
	Iteration 37Q: 3 clusters Score -1535993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1536000.625000 Penalty: 4845.500977
	Iteration 38Q: 3 clusters Score -1536001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1536014.250000 Penalty: 4845.500977
	Iteration 39Q: 3 clusters Score -1536014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1536020.250000 Penalty: 4845.500977
	Iteration 40F: 3 clusters Score -1536020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1536025.375000 Penalty: 4845.500977
	Iteration 41Q: 3 clusters Score -1536025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1536029.125000 Penalty: 4845.500977
	Iteration 42Q: 3 clusters Score -1536029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1536030.625000 Penalty: 4845.500977
	Iteration 43Q: 3 clusters Score -1536031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1536034.375000 Penalty: 4845.500977
	Iteration 44Q: 3 clusters Score -1536034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1536032.875000 Penalty: 4845.500977
	Iteration 45Q: 3 clusters Score -1536033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1536037.375000 Penalty: 4845.500977
	Iteration 46Q: 3 clusters Score -1536037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1536035.750000 Penalty: 4845.500977
	Iteration 47Q: 3 clusters Score -1536036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1536037.125000 Penalty: 4845.500977
	Iteration 48Q: 3 clusters Score -1536037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1536038.625000 Penalty: 4845.500977
	Iteration 49Q: 3 clusters Score -1536039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1536040.500000 Penalty: 4845.500977
	Iteration 50Q: 3 clusters Score -1536040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1536040.500000 Penalty: 4845.500977
	Iteration 51F: 3 clusters Score -1536040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -321736.000000 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -321736 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 1964 members 
Entering Unmasked Estep 
Score: -317875.156250 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -317875.2 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -318786.593750 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -318786.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -318998.656250 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -318998.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -319165.593750 Penalty: 4100.527344
	Iteration 3F: 3 clusters Score -319165.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -319293.093750 Penalty: 4100.527344
	Iteration 4Q: 3 clusters Score -319293.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -319429.468750 Penalty: 4100.527344
	Iteration 5Q: 3 clusters Score -319429.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -319591.187500 Penalty: 4100.527344
	Iteration 6Q: 3 clusters Score -319591.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -319758.031250 Penalty: 4100.527344
	Iteration 7Q: 3 clusters Score -319758 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -319930.656250 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -319930.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -320146.531250 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -320146.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -320376.656250 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -320376.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -320538.687500 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -320538.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -320641.218750 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -320641.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -320702.125000 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -320702.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -320746.468750 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -320746.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -320773.593750 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -320773.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -320789.093750 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -320789.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -320797.687500 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -320797.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -320807.468750 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -320807.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -320814.375000 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -320814.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -320823.437500 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -320823.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -320835.093750 Penalty: 4100.527344
	Iteration 21Q: 3 clusters Score -320835.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -320846.437500 Penalty: 4100.527344
	Iteration 22Q: 3 clusters Score -320846.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -320859.687500 Penalty: 4100.527344
	Iteration 23Q: 3 clusters Score -320859.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -320885.812500 Penalty: 4100.527344
	Iteration 24Q: 3 clusters Score -320885.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -320934.062500 Penalty: 4100.527344
	Iteration 25Q: 3 clusters Score -320934.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -320995.250000 Penalty: 4100.527344
	Iteration 26Q: 3 clusters Score -320995.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -321037.687500 Penalty: 4100.527344
	Iteration 27Q: 3 clusters Score -321037.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -321062.843750 Penalty: 4100.527344
	Iteration 28Q: 3 clusters Score -321062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -321076.375000 Penalty: 4100.527344
	Iteration 29Q: 3 clusters Score -321076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -321082.375000 Penalty: 4100.527344
	Iteration 30Q: 3 clusters Score -321082.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -321090.187500 Penalty: 4100.527344
	Iteration 31Q: 3 clusters Score -321090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -321094.968750 Penalty: 4100.527344
	Iteration 32Q: 3 clusters Score -321095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -321098.781250 Penalty: 4100.527344
	Iteration 33Q: 3 clusters Score -321098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -321102.593750 Penalty: 4100.527344
	Iteration 34Q: 3 clusters Score -321102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -321105.062500 Penalty: 4100.527344
	Iteration 35Q: 3 clusters Score -321105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -321106.187500 Penalty: 4100.527344
	Iteration 36Q: 3 clusters Score -321106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -321107.750000 Penalty: 4100.527344
	Iteration 37Q: 3 clusters Score -321107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -321108.156250 Penalty: 4100.527344
	Iteration 38Q: 3 clusters Score -321108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -321108.500000 Penalty: 4100.527344
	Iteration 39Q: 3 clusters Score -321108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -321108.500000 Penalty: 4100.527344
	Iteration 40F: 3 clusters Score -321108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Entering Unmasked Estep 
Score: -1524637.875000 Penalty: 2417.388916
	Iteration 0F: 2 clusters Score -1524638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1512357.250000 Penalty: 4834.777832
	Iteration 0F: 3 clusters Score -1512357 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1516320.750000 Penalty: 4834.777832
	Iteration 1F: 3 clusters Score -1516321 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1516625.500000 Penalty: 4834.777832
	Iteration 2F: 3 clusters Score -1516626 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1516871.125000 Penalty: 4834.777832
	Iteration 3Q: 3 clusters Score -1516871 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1517052.375000 Penalty: 4834.777832
	Iteration 4Q: 3 clusters Score -1517052 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1517206.375000 Penalty: 4834.777832
	Iteration 5Q: 3 clusters Score -1517206 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1517333.875000 Penalty: 4834.777832
	Iteration 6Q: 3 clusters Score -1517334 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1517466.625000 Penalty: 4834.777832
	Iteration 7Q: 3 clusters Score -1517467 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1517567.125000 Penalty: 4834.777832
	Iteration 8Q: 3 clusters Score -1517567 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1517690.250000 Penalty: 4834.777832
	Iteration 9Q: 3 clusters Score -1517690 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1517815.750000 Penalty: 4834.777832
	Iteration 10Q: 3 clusters Score -1517816 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1517951.125000 Penalty: 4834.777832
	Iteration 11Q: 3 clusters Score -1517951 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1518104.875000 Penalty: 4834.777832
	Iteration 12Q: 3 clusters Score -1518105 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1518264.250000 Penalty: 4834.777832
	Iteration 13Q: 3 clusters Score -1518264 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1518411.500000 Penalty: 4834.777832
	Iteration 14Q: 3 clusters Score -1518412 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1518585.125000 Penalty: 4834.777832
	Iteration 15Q: 3 clusters Score -1518585 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1518764.750000 Penalty: 4834.777832
	Iteration 16Q: 3 clusters Score -1518765 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1518961.875000 Penalty: 4834.777832
	Iteration 17Q: 3 clusters Score -1518962 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1519136.125000 Penalty: 4834.777832
	Iteration 18Q: 3 clusters Score -1519136 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1519285.375000 Penalty: 4834.777832
	Iteration 19Q: 3 clusters Score -1519285 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1519449.375000 Penalty: 4834.777832
	Iteration 20F: 3 clusters Score -1519449 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1519658.250000 Penalty: 4834.777832
	Iteration 21Q: 3 clusters Score -1519658 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1519900.375000 Penalty: 4834.777832
	Iteration 22Q: 3 clusters Score -1519900 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1520181.750000 Penalty: 4834.777832
	Iteration 23Q: 3 clusters Score -1520182 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1520488.250000 Penalty: 4834.777832
	Iteration 24Q: 3 clusters Score -1520488 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1520762.750000 Penalty: 4834.777832
	Iteration 25Q: 3 clusters Score -1520763 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1521006.000000 Penalty: 4834.777832
	Iteration 26Q: 3 clusters Score -1521006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1521167.500000 Penalty: 4834.777832
	Iteration 27Q: 3 clusters Score -1521168 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1521281.500000 Penalty: 4834.777832
	Iteration 28Q: 3 clusters Score -1521282 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1521355.250000 Penalty: 4834.777832
	Iteration 29Q: 3 clusters Score -1521355 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1521431.875000 Penalty: 4834.777832
	Iteration 30Q: 3 clusters Score -1521432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1521498.750000 Penalty: 4834.777832
	Iteration 31Q: 3 clusters Score -1521499 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1521560.375000 Penalty: 4834.777832
	Iteration 32Q: 3 clusters Score -1521560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1521603.625000 Penalty: 4834.777832
	Iteration 33Q: 3 clusters Score -1521604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1521644.125000 Penalty: 4834.777832
	Iteration 34Q: 3 clusters Score -1521644 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1521696.875000 Penalty: 4834.777832
	Iteration 35Q: 3 clusters Score -1521697 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1521755.250000 Penalty: 4834.777832
	Iteration 36Q: 3 clusters Score -1521755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1521801.250000 Penalty: 4834.777832
	Iteration 37Q: 3 clusters Score -1521801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1521842.125000 Penalty: 4834.777832
	Iteration 38Q: 3 clusters Score -1521842 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1521874.750000 Penalty: 4834.777832
	Iteration 39Q: 3 clusters Score -1521875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1521903.875000 Penalty: 4834.777832
	Iteration 40F: 3 clusters Score -1521904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1521918.750000 Penalty: 4834.777832
	Iteration 41Q: 3 clusters Score -1521919 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1521938.625000 Penalty: 4834.777832
	Iteration 42Q: 3 clusters Score -1521939 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1521961.125000 Penalty: 4834.777832
	Iteration 43Q: 3 clusters Score -1521961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1521982.000000 Penalty: 4834.777832
	Iteration 44Q: 3 clusters Score -1521982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1522003.125000 Penalty: 4834.777832
	Iteration 45Q: 3 clusters Score -1522003 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1522021.375000 Penalty: 4834.777832
	Iteration 46Q: 3 clusters Score -1522021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1522040.000000 Penalty: 4834.777832
	Iteration 47Q: 3 clusters Score -1522040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1522061.125000 Penalty: 4834.777832
	Iteration 48Q: 3 clusters Score -1522061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1522088.125000 Penalty: 4834.777832
	Iteration 49Q: 3 clusters Score -1522088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1522105.500000 Penalty: 4834.777832
	Iteration 50Q: 3 clusters Score -1522106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1522123.500000 Penalty: 4834.777832
	Iteration 51Q: 3 clusters Score -1522124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1522138.250000 Penalty: 4834.777832
	Iteration 52Q: 3 clusters Score -1522138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1522153.375000 Penalty: 4834.777832
	Iteration 53Q: 3 clusters Score -1522153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1522170.000000 Penalty: 4834.777832
	Iteration 54Q: 3 clusters Score -1522170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -1522184.750000 Penalty: 4834.777832
	Iteration 55Q: 3 clusters Score -1522185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1522195.750000 Penalty: 4834.777832
	Iteration 56Q: 3 clusters Score -1522196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1522213.375000 Penalty: 4834.777832
	Iteration 57Q: 3 clusters Score -1522213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1522235.000000 Penalty: 4834.777832
	Iteration 58Q: 3 clusters Score -1522235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1522248.500000 Penalty: 4834.777832
	Iteration 59Q: 3 clusters Score -1522248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1522255.000000 Penalty: 4834.777832
	Iteration 60F: 3 clusters Score -1522255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1522268.875000 Penalty: 4834.777832
	Iteration 61Q: 3 clusters Score -1522269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1522279.500000 Penalty: 4834.777832
	Iteration 62Q: 3 clusters Score -1522280 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1522293.875000 Penalty: 4834.777832
	Iteration 63Q: 3 clusters Score -1522294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1522305.750000 Penalty: 4834.777832
	Iteration 64Q: 3 clusters Score -1522306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1522309.250000 Penalty: 4834.777832
	Iteration 65Q: 3 clusters Score -1522309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1522323.625000 Penalty: 4834.777832
	Iteration 66Q: 3 clusters Score -1522324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1522328.375000 Penalty: 4834.777832
	Iteration 67Q: 3 clusters Score -1522328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1522333.625000 Penalty: 4834.777832
	Iteration 68Q: 3 clusters Score -1522334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1522338.000000 Penalty: 4834.777832
	Iteration 69Q: 3 clusters Score -1522338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1522339.500000 Penalty: 4834.777832
	Iteration 70Q: 3 clusters Score -1522340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1522345.500000 Penalty: 4834.777832
	Iteration 71Q: 3 clusters Score -1522346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1522353.375000 Penalty: 4834.777832
	Iteration 72Q: 3 clusters Score -1522353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1522354.375000 Penalty: 4834.777832
	Iteration 73Q: 3 clusters Score -1522354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1522353.375000 Penalty: 4834.777832
	Iteration 74Q: 3 clusters Score -1522353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1522361.125000 Penalty: 4834.777832
	Iteration 75Q: 3 clusters Score -1522361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1522370.000000 Penalty: 4834.777832
	Iteration 76Q: 3 clusters Score -1522370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1522373.750000 Penalty: 4834.777832
	Iteration 77Q: 3 clusters Score -1522374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1522375.625000 Penalty: 4834.777832
	Iteration 78Q: 3 clusters Score -1522376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1522377.000000 Penalty: 4834.777832
	Iteration 79Q: 3 clusters Score -1522377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -1522380.125000 Penalty: 4834.777832
	Iteration 80F: 3 clusters Score -1522380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1522384.250000 Penalty: 4834.777832
	Iteration 81Q: 3 clusters Score -1522384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1522385.625000 Penalty: 4834.777832
	Iteration 82Q: 3 clusters Score -1522386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1522397.250000 Penalty: 4834.777832
	Iteration 83Q: 3 clusters Score -1522397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1522405.500000 Penalty: 4834.777832
	Iteration 84Q: 3 clusters Score -1522406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1522408.500000 Penalty: 4834.777832
	Iteration 85Q: 3 clusters Score -1522408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1522417.250000 Penalty: 4834.777832
	Iteration 86Q: 3 clusters Score -1522417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1522423.000000 Penalty: 4834.777832
	Iteration 87Q: 3 clusters Score -1522423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1522432.875000 Penalty: 4834.777832
	Iteration 88Q: 3 clusters Score -1522433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1522435.875000 Penalty: 4834.777832
	Iteration 89Q: 3 clusters Score -1522436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1522439.875000 Penalty: 4834.777832
	Iteration 90Q: 3 clusters Score -1522440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1522442.750000 Penalty: 4834.777832
	Iteration 91Q: 3 clusters Score -1522443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1522441.000000 Penalty: 4834.777832
	Iteration 92Q: 3 clusters Score -1522441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1522448.000000 Penalty: 4834.777832
	Iteration 93Q: 3 clusters Score -1522448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1522449.625000 Penalty: 4834.777832
	Iteration 94Q: 3 clusters Score -1522450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -1522454.125000 Penalty: 4834.777832
	Iteration 95Q: 3 clusters Score -1522454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1522457.000000 Penalty: 4834.777832
	Iteration 96Q: 3 clusters Score -1522457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1522459.875000 Penalty: 4834.777832
	Iteration 97Q: 3 clusters Score -1522460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1522461.375000 Penalty: 4834.777832
	Iteration 98Q: 3 clusters Score -1522461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -1522465.750000 Penalty: 4834.777832
	Iteration 99Q: 3 clusters Score -1522466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1522469.500000 Penalty: 4834.777832
	Iteration 100F: 3 clusters Score -1522470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1522474.500000 Penalty: 4834.777832
	Iteration 101Q: 3 clusters Score -1522474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1522475.250000 Penalty: 4834.777832
	Iteration 102Q: 3 clusters Score -1522475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1522477.125000 Penalty: 4834.777832
	Iteration 103Q: 3 clusters Score -1522477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1522480.125000 Penalty: 4834.777832
	Iteration 104Q: 3 clusters Score -1522480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1522484.750000 Penalty: 4834.777832
	Iteration 105Q: 3 clusters Score -1522485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1522486.375000 Penalty: 4834.777832
	Iteration 106Q: 3 clusters Score -1522486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1522486.375000 Penalty: 4834.777832
	Iteration 107Q: 3 clusters Score -1522486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1522488.375000 Penalty: 4834.777832
	Iteration 108Q: 3 clusters Score -1522488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1522489.500000 Penalty: 4834.777832
	Iteration 109Q: 3 clusters Score -1522490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1522492.375000 Penalty: 4834.777832
	Iteration 110Q: 3 clusters Score -1522492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1522493.375000 Penalty: 4834.777832
	Iteration 111Q: 3 clusters Score -1522493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1522492.750000 Penalty: 4834.777832
	Iteration 112Q: 3 clusters Score -1522493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1522491.625000 Penalty: 4834.777832
	Iteration 113Q: 3 clusters Score -1522492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1522493.875000 Penalty: 4834.777832
	Iteration 114Q: 3 clusters Score -1522494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1522494.125000 Penalty: 4834.777832
	Iteration 115Q: 3 clusters Score -1522494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1522497.000000 Penalty: 4834.777832
	Iteration 116Q: 3 clusters Score -1522497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1522498.125000 Penalty: 4834.777832
	Iteration 117Q: 3 clusters Score -1522498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1522499.500000 Penalty: 4834.777832
	Iteration 118Q: 3 clusters Score -1522500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1522502.625000 Penalty: 4834.777832
	Iteration 119Q: 3 clusters Score -1522503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1522503.500000 Penalty: 4834.777832
	Iteration 120F: 3 clusters Score -1522504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1522504.500000 Penalty: 4834.777832
	Iteration 121Q: 3 clusters Score -1522504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1522503.125000 Penalty: 4834.777832
	Iteration 122Q: 3 clusters Score -1522503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1522505.250000 Penalty: 4834.777832
	Iteration 123Q: 3 clusters Score -1522505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1522505.875000 Penalty: 4834.777832
	Iteration 124Q: 3 clusters Score -1522506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1522505.250000 Penalty: 4834.777832
	Iteration 125Q: 3 clusters Score -1522505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1522505.250000 Penalty: 4834.777832
	Iteration 126F: 3 clusters Score -1522505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -864710.312500 Penalty: 2281.421387
	Iteration 0F: 2 clusters Score -864710.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -857129.562500 Penalty: 4562.842773
	Iteration 0F: 3 clusters Score -857129.6 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -859309.500000 Penalty: 4562.842773
	Iteration 1F: 3 clusters Score -859309.5 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -859592.875000 Penalty: 4562.842773
	Iteration 2F: 3 clusters Score -859592.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -859816.812500 Penalty: 4562.842773
	Iteration 3Q: 3 clusters Score -859816.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -859987.375000 Penalty: 4562.842773
	Iteration 4Q: 3 clusters Score -859987.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -860112.437500 Penalty: 4562.842773
	Iteration 5Q: 3 clusters Score -860112.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -860212.500000 Penalty: 4562.842773
	Iteration 6Q: 3 clusters Score -860212.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -860292.875000 Penalty: 4562.842773
	Iteration 7Q: 3 clusters Score -860292.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -860373.312500 Penalty: 4562.842773
	Iteration 8Q: 3 clusters Score -860373.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -860442.687500 Penalty: 4562.842773
	Iteration 9Q: 3 clusters Score -860442.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -860511.062500 Penalty: 4562.842773
	Iteration 10Q: 3 clusters Score -860511.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -860571.187500 Penalty: 4562.842773
	Iteration 11Q: 3 clusters Score -860571.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -860622.875000 Penalty: 4562.842773
	Iteration 12Q: 3 clusters Score -860622.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -860655.687500 Penalty: 4562.842773
	Iteration 13Q: 3 clusters Score -860655.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -860685.625000 Penalty: 4562.842773
	Iteration 14Q: 3 clusters Score -860685.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -860719.437500 Penalty: 4562.842773
	Iteration 15Q: 3 clusters Score -860719.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -860747.625000 Penalty: 4562.842773
	Iteration 16Q: 3 clusters Score -860747.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -860771.500000 Penalty: 4562.842773
	Iteration 17Q: 3 clusters Score -860771.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -860797.875000 Penalty: 4562.842773
	Iteration 18Q: 3 clusters Score -860797.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -860838.562500 Penalty: 4562.842773
	Iteration 19Q: 3 clusters Score -860838.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -860883.062500 Penalty: 4562.842773
	Iteration 20F: 3 clusters Score -860883.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -860941.500000 Penalty: 4562.842773
	Iteration 21Q: 3 clusters Score -860941.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -861007.812500 Penalty: 4562.842773
	Iteration 22Q: 3 clusters Score -861007.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -861103.875000 Penalty: 4562.842773
	Iteration 23Q: 3 clusters Score -861103.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -861214.937500 Penalty: 4562.842773
	Iteration 24Q: 3 clusters Score -861214.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -861340.125000 Penalty: 4562.842773
	Iteration 25Q: 3 clusters Score -861340.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -861463.062500 Penalty: 4562.842773
	Iteration 26Q: 3 clusters Score -861463.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -861600.750000 Penalty: 4562.842773
	Iteration 27Q: 3 clusters Score -861600.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -861724.125000 Penalty: 4562.842773
	Iteration 28Q: 3 clusters Score -861724.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -861846.625000 Penalty: 4562.842773
	Iteration 29Q: 3 clusters Score -861846.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -861950.500000 Penalty: 4562.842773
	Iteration 30Q: 3 clusters Score -861950.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -862060.937500 Penalty: 4562.842773
	Iteration 31Q: 3 clusters Score -862060.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -862155.000000 Penalty: 4562.842773
	Iteration 32Q: 3 clusters Score -862155 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -862238.250000 Penalty: 4562.842773
	Iteration 33Q: 3 clusters Score -862238.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -862318.062500 Penalty: 4562.842773
	Iteration 34Q: 3 clusters Score -862318.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -862394.500000 Penalty: 4562.842773
	Iteration 35Q: 3 clusters Score -862394.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -862452.812500 Penalty: 4562.842773
	Iteration 36Q: 3 clusters Score -862452.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -862503.875000 Penalty: 4562.842773
	Iteration 37Q: 3 clusters Score -862503.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -862554.687500 Penalty: 4562.842773
	Iteration 38Q: 3 clusters Score -862554.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -862607.625000 Penalty: 4562.842773
	Iteration 39Q: 3 clusters Score -862607.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -862647.000000 Penalty: 4562.842773
	Iteration 40F: 3 clusters Score -862647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -862677.125000 Penalty: 4562.842773
	Iteration 41Q: 3 clusters Score -862677.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -862707.125000 Penalty: 4562.842773
	Iteration 42Q: 3 clusters Score -862707.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -862729.875000 Penalty: 4562.842773
	Iteration 43Q: 3 clusters Score -862729.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -862750.437500 Penalty: 4562.842773
	Iteration 44Q: 3 clusters Score -862750.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -862775.187500 Penalty: 4562.842773
	Iteration 45Q: 3 clusters Score -862775.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -862791.562500 Penalty: 4562.842773
	Iteration 46Q: 3 clusters Score -862791.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -862810.187500 Penalty: 4562.842773
	Iteration 47Q: 3 clusters Score -862810.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -862821.562500 Penalty: 4562.842773
	Iteration 48Q: 3 clusters Score -862821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -862829.937500 Penalty: 4562.842773
	Iteration 49Q: 3 clusters Score -862829.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -862840.937500 Penalty: 4562.842773
	Iteration 50Q: 3 clusters Score -862840.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -862847.250000 Penalty: 4562.842773
	Iteration 51Q: 3 clusters Score -862847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -862856.687500 Penalty: 4562.842773
	Iteration 52Q: 3 clusters Score -862856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -862857.062500 Penalty: 4562.842773
	Iteration 53Q: 3 clusters Score -862857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -862860.437500 Penalty: 4562.842773
	Iteration 54Q: 3 clusters Score -862860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -862863.500000 Penalty: 4562.842773
	Iteration 55Q: 3 clusters Score -862863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -862863.562500 Penalty: 4562.842773
	Iteration 56Q: 3 clusters Score -862863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -862865.437500 Penalty: 4562.842773
	Iteration 57Q: 3 clusters Score -862865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -862865.937500 Penalty: 4562.842773
	Iteration 58Q: 3 clusters Score -862865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -862867.312500 Penalty: 4562.842773
	Iteration 59Q: 3 clusters Score -862867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -862870.812500 Penalty: 4562.842773
	Iteration 60F: 3 clusters Score -862870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -862878.062500 Penalty: 4562.842773
	Iteration 61Q: 3 clusters Score -862878.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -862884.750000 Penalty: 4562.842773
	Iteration 62Q: 3 clusters Score -862884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -862891.812500 Penalty: 4562.842773
	Iteration 63Q: 3 clusters Score -862891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -862894.500000 Penalty: 4562.842773
	Iteration 64Q: 3 clusters Score -862894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -862895.687500 Penalty: 4562.842773
	Iteration 65Q: 3 clusters Score -862895.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -862900.625000 Penalty: 4562.842773
	Iteration 66Q: 3 clusters Score -862900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -862900.250000 Penalty: 4562.842773
	Iteration 67Q: 3 clusters Score -862900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -862902.937500 Penalty: 4562.842773
	Iteration 68Q: 3 clusters Score -862902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -862903.812500 Penalty: 4562.842773
	Iteration 69Q: 3 clusters Score -862903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -862904.437500 Penalty: 4562.842773
	Iteration 70Q: 3 clusters Score -862904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -862904.437500 Penalty: 4562.842773
	Iteration 71F: 3 clusters Score -862904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Entering Unmasked Estep 
Score: -673009.687500 Penalty: 2229.413086
	Iteration 0F: 2 clusters Score -673009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -666550.125000 Penalty: 4458.826172
	Iteration 0F: 3 clusters Score -666550.1 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -668382.312500 Penalty: 4458.826172
	Iteration 1F: 3 clusters Score -668382.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -668749.312500 Penalty: 4458.826172
	Iteration 2F: 3 clusters Score -668749.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -669028.000000 Penalty: 4458.826172
	Iteration 3F: 3 clusters Score -669028 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -669274.187500 Penalty: 4458.826172
	Iteration 4Q: 3 clusters Score -669274.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -669464.625000 Penalty: 4458.826172
	Iteration 5Q: 3 clusters Score -669464.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -669632.250000 Penalty: 4458.826172
	Iteration 6Q: 3 clusters Score -669632.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -669767.187500 Penalty: 4458.826172
	Iteration 7Q: 3 clusters Score -669767.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -669892.500000 Penalty: 4458.826172
	Iteration 8Q: 3 clusters Score -669892.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -670018.375000 Penalty: 4458.826172
	Iteration 9Q: 3 clusters Score -670018.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -670140.875000 Penalty: 4458.826172
	Iteration 10Q: 3 clusters Score -670140.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -670268.687500 Penalty: 4458.826172
	Iteration 11Q: 3 clusters Score -670268.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -670436.375000 Penalty: 4458.826172
	Iteration 12Q: 3 clusters Score -670436.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -670644.875000 Penalty: 4458.826172
	Iteration 13Q: 3 clusters Score -670644.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -670820.000000 Penalty: 4458.826172
	Iteration 14Q: 3 clusters Score -670820 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -670974.687500 Penalty: 4458.826172
	Iteration 15Q: 3 clusters Score -670974.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -671103.500000 Penalty: 4458.826172
	Iteration 16Q: 3 clusters Score -671103.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -671201.500000 Penalty: 4458.826172
	Iteration 17Q: 3 clusters Score -671201.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -671271.687500 Penalty: 4458.826172
	Iteration 18Q: 3 clusters Score -671271.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -671322.812500 Penalty: 4458.826172
	Iteration 19Q: 3 clusters Score -671322.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -671370.000000 Penalty: 4458.826172
	Iteration 20F: 3 clusters Score -671370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -671411.375000 Penalty: 4458.826172
	Iteration 21Q: 3 clusters Score -671411.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -671449.125000 Penalty: 4458.826172
	Iteration 22Q: 3 clusters Score -671449.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -671476.875000 Penalty: 4458.826172
	Iteration 23Q: 3 clusters Score -671476.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -671504.687500 Penalty: 4458.826172
	Iteration 24Q: 3 clusters Score -671504.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -671533.062500 Penalty: 4458.826172
	Iteration 25Q: 3 clusters Score -671533.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -671553.812500 Penalty: 4458.826172
	Iteration 26Q: 3 clusters Score -671553.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -671566.812500 Penalty: 4458.826172
	Iteration 27Q: 3 clusters Score -671566.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -671579.187500 Penalty: 4458.826172
	Iteration 28Q: 3 clusters Score -671579.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -671595.312500 Penalty: 4458.826172
	Iteration 29Q: 3 clusters Score -671595.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -671608.687500 Penalty: 4458.826172
	Iteration 30Q: 3 clusters Score -671608.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -671617.687500 Penalty: 4458.826172
	Iteration 31Q: 3 clusters Score -671617.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -671627.000000 Penalty: 4458.826172
	Iteration 32Q: 3 clusters Score -671627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -671640.500000 Penalty: 4458.826172
	Iteration 33Q: 3 clusters Score -671640.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -671645.687500 Penalty: 4458.826172
	Iteration 34Q: 3 clusters Score -671645.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -671650.625000 Penalty: 4458.826172
	Iteration 35Q: 3 clusters Score -671650.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -671654.687500 Penalty: 4458.826172
	Iteration 36Q: 3 clusters Score -671654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -671657.625000 Penalty: 4458.826172
	Iteration 37Q: 3 clusters Score -671657.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -671662.312500 Penalty: 4458.826172
	Iteration 38Q: 3 clusters Score -671662.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -671667.250000 Penalty: 4458.826172
	Iteration 39Q: 3 clusters Score -671667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -671671.687500 Penalty: 4458.826172
	Iteration 40F: 3 clusters Score -671671.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -671673.812500 Penalty: 4458.826172
	Iteration 41Q: 3 clusters Score -671673.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -671679.562500 Penalty: 4458.826172
	Iteration 42Q: 3 clusters Score -671679.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -671686.875000 Penalty: 4458.826172
	Iteration 43Q: 3 clusters Score -671686.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -671693.187500 Penalty: 4458.826172
	Iteration 44Q: 3 clusters Score -671693.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -671697.125000 Penalty: 4458.826172
	Iteration 45Q: 3 clusters Score -671697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -671698.812500 Penalty: 4458.826172
	Iteration 46Q: 3 clusters Score -671698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -671703.937500 Penalty: 4458.826172
	Iteration 47Q: 3 clusters Score -671703.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -671711.125000 Penalty: 4458.826172
	Iteration 48Q: 3 clusters Score -671711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -671714.562500 Penalty: 4458.826172
	Iteration 49Q: 3 clusters Score -671714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -671720.062500 Penalty: 4458.826172
	Iteration 50Q: 3 clusters Score -671720.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -671723.375000 Penalty: 4458.826172
	Iteration 51Q: 3 clusters Score -671723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -671726.437500 Penalty: 4458.826172
	Iteration 52Q: 3 clusters Score -671726.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -671728.562500 Penalty: 4458.826172
	Iteration 53Q: 3 clusters Score -671728.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -671732.562500 Penalty: 4458.826172
	Iteration 54Q: 3 clusters Score -671732.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -671736.312500 Penalty: 4458.826172
	Iteration 55Q: 3 clusters Score -671736.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -671738.875000 Penalty: 4458.826172
	Iteration 56Q: 3 clusters Score -671738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -671742.000000 Penalty: 4458.826172
	Iteration 57Q: 3 clusters Score -671742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -671744.312500 Penalty: 4458.826172
	Iteration 58Q: 3 clusters Score -671744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -671749.750000 Penalty: 4458.826172
	Iteration 59Q: 3 clusters Score -671749.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -671754.500000 Penalty: 4458.826172
	Iteration 60F: 3 clusters Score -671754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -671761.250000 Penalty: 4458.826172
	Iteration 61Q: 3 clusters Score -671761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -671764.812500 Penalty: 4458.826172
	Iteration 62Q: 3 clusters Score -671764.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -671767.000000 Penalty: 4458.826172
	Iteration 63Q: 3 clusters Score -671767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -671771.937500 Penalty: 4458.826172
	Iteration 64Q: 3 clusters Score -671771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -671775.625000 Penalty: 4458.826172
	Iteration 65Q: 3 clusters Score -671775.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -671779.562500 Penalty: 4458.826172
	Iteration 66Q: 3 clusters Score -671779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -671783.375000 Penalty: 4458.826172
	Iteration 67Q: 3 clusters Score -671783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -671787.312500 Penalty: 4458.826172
	Iteration 68Q: 3 clusters Score -671787.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -671789.875000 Penalty: 4458.826172
	Iteration 69Q: 3 clusters Score -671789.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -671796.000000 Penalty: 4458.826172
	Iteration 70Q: 3 clusters Score -671796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -671803.500000 Penalty: 4458.826172
	Iteration 71Q: 3 clusters Score -671803.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -671807.375000 Penalty: 4458.826172
	Iteration 72Q: 3 clusters Score -671807.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -671812.125000 Penalty: 4458.826172
	Iteration 73Q: 3 clusters Score -671812.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -671817.937500 Penalty: 4458.826172
	Iteration 74Q: 3 clusters Score -671817.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -671824.625000 Penalty: 4458.826172
	Iteration 75Q: 3 clusters Score -671824.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -671832.125000 Penalty: 4458.826172
	Iteration 76Q: 3 clusters Score -671832.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -671833.500000 Penalty: 4458.826172
	Iteration 77Q: 3 clusters Score -671833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -671836.187500 Penalty: 4458.826172
	Iteration 78Q: 3 clusters Score -671836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -671840.500000 Penalty: 4458.826172
	Iteration 79Q: 3 clusters Score -671840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -671844.625000 Penalty: 4458.826172
	Iteration 80F: 3 clusters Score -671844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -671848.625000 Penalty: 4458.826172
	Iteration 81Q: 3 clusters Score -671848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -671851.687500 Penalty: 4458.826172
	Iteration 82Q: 3 clusters Score -671851.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -671854.437500 Penalty: 4458.826172
	Iteration 83Q: 3 clusters Score -671854.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -671857.750000 Penalty: 4458.826172
	Iteration 84Q: 3 clusters Score -671857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -671862.875000 Penalty: 4458.826172
	Iteration 85Q: 3 clusters Score -671862.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -671864.187500 Penalty: 4458.826172
	Iteration 86Q: 3 clusters Score -671864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -671865.375000 Penalty: 4458.826172
	Iteration 87Q: 3 clusters Score -671865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -671867.312500 Penalty: 4458.826172
	Iteration 88Q: 3 clusters Score -671867.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -671868.000000 Penalty: 4458.826172
	Iteration 89Q: 3 clusters Score -671868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -671867.437500 Penalty: 4458.826172
	Iteration 90Q: 3 clusters Score -671867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -671868.312500 Penalty: 4458.826172
	Iteration 91Q: 3 clusters Score -671868.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -671868.312500 Penalty: 4458.826172
	Iteration 92Q: 3 clusters Score -671868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -671869.250000 Penalty: 4458.826172
	Iteration 93Q: 3 clusters Score -671869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -671869.250000 Penalty: 4458.826172
	Iteration 94Q: 3 clusters Score -671869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -671870.000000 Penalty: 4458.826172
	Iteration 95Q: 3 clusters Score -671870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -671870.250000 Penalty: 4458.826172
	Iteration 96Q: 3 clusters Score -671870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -671869.750000 Penalty: 4458.826172
	Iteration 97Q: 3 clusters Score -671869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -671869.750000 Penalty: 4458.826172
	Iteration 98F: 3 clusters Score -671869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -608004.562500 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -608004.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -602056.500000 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -602056.5 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -603620.875000 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -603620.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -603835.500000 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -603835.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -603965.687500 Penalty: 4408.412598
	Iteration 3Q: 3 clusters Score -603965.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -604064.000000 Penalty: 4408.412598
	Iteration 4Q: 3 clusters Score -604064 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -604127.250000 Penalty: 4408.412598
	Iteration 5Q: 3 clusters Score -604127.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -604174.937500 Penalty: 4408.412598
	Iteration 6Q: 3 clusters Score -604174.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -604214.437500 Penalty: 4408.412598
	Iteration 7Q: 3 clusters Score -604214.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -604253.062500 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -604253.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -604294.812500 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -604294.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -604349.125000 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -604349.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -604401.062500 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -604401.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -604463.000000 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -604463 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -604536.062500 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -604536.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -604624.375000 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -604624.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -604739.500000 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -604739.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -604890.937500 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -604890.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -605029.625000 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -605029.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -605199.312500 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -605199.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -605400.812500 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -605400.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -605574.562500 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -605574.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -605703.062500 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -605703.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -605803.750000 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -605803.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -605864.750000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -605864.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -605924.125000 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -605924.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -605977.750000 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -605977.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -606010.750000 Penalty: 4408.412598
	Iteration 26Q: 3 clusters Score -606010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -606033.000000 Penalty: 4408.412598
	Iteration 27Q: 3 clusters Score -606033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -606046.687500 Penalty: 4408.412598
	Iteration 28Q: 3 clusters Score -606046.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -606059.375000 Penalty: 4408.412598
	Iteration 29Q: 3 clusters Score -606059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -606067.250000 Penalty: 4408.412598
	Iteration 30Q: 3 clusters Score -606067.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -606074.937500 Penalty: 4408.412598
	Iteration 31Q: 3 clusters Score -606074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -606081.562500 Penalty: 4408.412598
	Iteration 32Q: 3 clusters Score -606081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -606083.000000 Penalty: 4408.412598
	Iteration 33Q: 3 clusters Score -606083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -606083.000000 Penalty: 4408.412598
	Iteration 34F: 3 clusters Score -606083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Entering Unmasked Estep 
Score: -2454524.000000 Penalty: 2544.221191
	Iteration 0F: 2 clusters Score -2454524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2435001.750000 Penalty: 5088.442383
	Iteration 0F: 3 clusters Score -2435002 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2441994.750000 Penalty: 5088.442383
	Iteration 1F: 3 clusters Score -2441995 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2442665.750000 Penalty: 5088.442383
	Iteration 2F: 3 clusters Score -2442666 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2443403.250000 Penalty: 5088.442383
	Iteration 3F: 3 clusters Score -2443403 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2444271.750000 Penalty: 5088.442383
	Iteration 4F: 3 clusters Score -2444272 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2445396.500000 Penalty: 5088.442383
	Iteration 5F: 3 clusters Score -2445396 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2446765.500000 Penalty: 5088.442383
	Iteration 6F: 3 clusters Score -2446766 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2448224.250000 Penalty: 5088.442383
	Iteration 7F: 3 clusters Score -2448224 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2449559.250000 Penalty: 5088.442383
	Iteration 8F: 3 clusters Score -2449559 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2450596.750000 Penalty: 5088.442383
	Iteration 9Q: 3 clusters Score -2450597 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2451224.750000 Penalty: 5088.442383
	Iteration 10Q: 3 clusters Score -2451225 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2451587.250000 Penalty: 5088.442383
	Iteration 11Q: 3 clusters Score -2451587 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2451842.250000 Penalty: 5088.442383
	Iteration 12Q: 3 clusters Score -2451842 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2451984.750000 Penalty: 5088.442383
	Iteration 13Q: 3 clusters Score -2451985 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2452072.250000 Penalty: 5088.442383
	Iteration 14Q: 3 clusters Score -2452072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2452143.500000 Penalty: 5088.442383
	Iteration 15Q: 3 clusters Score -2452144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2452210.750000 Penalty: 5088.442383
	Iteration 16Q: 3 clusters Score -2452211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2452262.500000 Penalty: 5088.442383
	Iteration 17Q: 3 clusters Score -2452262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2452298.750000 Penalty: 5088.442383
	Iteration 18Q: 3 clusters Score -2452299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2452332.000000 Penalty: 5088.442383
	Iteration 19Q: 3 clusters Score -2452332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2452358.750000 Penalty: 5088.442383
	Iteration 20F: 3 clusters Score -2452359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2452383.000000 Penalty: 5088.442383
	Iteration 21Q: 3 clusters Score -2452383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2452400.500000 Penalty: 5088.442383
	Iteration 22Q: 3 clusters Score -2452400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2452408.000000 Penalty: 5088.442383
	Iteration 23Q: 3 clusters Score -2452408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2452410.750000 Penalty: 5088.442383
	Iteration 24Q: 3 clusters Score -2452411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2452414.250000 Penalty: 5088.442383
	Iteration 25Q: 3 clusters Score -2452414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2452415.250000 Penalty: 5088.442383
	Iteration 26Q: 3 clusters Score -2452415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2452421.250000 Penalty: 5088.442383
	Iteration 27Q: 3 clusters Score -2452421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2452425.750000 Penalty: 5088.442383
	Iteration 28Q: 3 clusters Score -2452426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2452426.250000 Penalty: 5088.442383
	Iteration 29Q: 3 clusters Score -2452426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2452429.750000 Penalty: 5088.442383
	Iteration 30Q: 3 clusters Score -2452430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2452433.500000 Penalty: 5088.442383
	Iteration 31Q: 3 clusters Score -2452434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2452438.000000 Penalty: 5088.442383
	Iteration 32Q: 3 clusters Score -2452438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2452441.750000 Penalty: 5088.442383
	Iteration 33Q: 3 clusters Score -2452442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2452441.000000 Penalty: 5088.442383
	Iteration 34Q: 3 clusters Score -2452441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2452440.250000 Penalty: 5088.442383
	Iteration 35Q: 3 clusters Score -2452440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2452443.250000 Penalty: 5088.442383
	Iteration 36Q: 3 clusters Score -2452443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2452444.500000 Penalty: 5088.442383
	Iteration 37Q: 3 clusters Score -2452444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2452447.250000 Penalty: 5088.442383
	Iteration 38Q: 3 clusters Score -2452447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2452444.750000 Penalty: 5088.442383
	Iteration 39Q: 3 clusters Score -2452445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2452453.000000 Penalty: 5088.442383
	Iteration 40F: 3 clusters Score -2452453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2452450.000000 Penalty: 5088.442383
	Iteration 41Q: 3 clusters Score -2452450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2452454.000000 Penalty: 5088.442383
	Iteration 42Q: 3 clusters Score -2452454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2452455.250000 Penalty: 5088.442383
	Iteration 43Q: 3 clusters Score -2452455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2452453.750000 Penalty: 5088.442383
	Iteration 44Q: 3 clusters Score -2452454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2452455.000000 Penalty: 5088.442383
	Iteration 45Q: 3 clusters Score -2452455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2452457.500000 Penalty: 5088.442383
	Iteration 46Q: 3 clusters Score -2452458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2452455.750000 Penalty: 5088.442383
	Iteration 47Q: 3 clusters Score -2452456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2452455.750000 Penalty: 5088.442383
	Iteration 48F: 3 clusters Score -2452456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Entering Unmasked Estep 
Score: -4784504.500000 Penalty: 2700.265137
	Iteration 0F: 2 clusters Score -4784504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4748566.000000 Penalty: 5400.530273
	Iteration 0F: 3 clusters Score -4748566 nChanged 24734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4762277.500000 Penalty: 5400.530273
	Iteration 1F: 3 clusters Score -4762278 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4762885.000000 Penalty: 5400.530273
	Iteration 2Q: 3 clusters Score -4762885 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4763545.000000 Penalty: 5400.530273
	Iteration 3Q: 3 clusters Score -4763545 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -4764333.500000 Penalty: 5400.530273
	Iteration 4Q: 3 clusters Score -4764334 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4765332.500000 Penalty: 5400.530273
	Iteration 5Q: 3 clusters Score -4765332 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4766699.500000 Penalty: 5400.530273
	Iteration 6Q: 3 clusters Score -4766700 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4768291.500000 Penalty: 5400.530273
	Iteration 7F: 3 clusters Score -4768292 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -4770334.000000 Penalty: 5400.530273
	Iteration 8F: 3 clusters Score -4770334 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4772742.000000 Penalty: 5400.530273
	Iteration 9F: 3 clusters Score -4772742 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -4775053.500000 Penalty: 5400.530273
	Iteration 10F: 3 clusters Score -4775054 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -4776786.000000 Penalty: 5400.530273
	Iteration 11Q: 3 clusters Score -4776786 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -4777963.500000 Penalty: 5400.530273
	Iteration 12Q: 3 clusters Score -4777964 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4778822.500000 Penalty: 5400.530273
	Iteration 13Q: 3 clusters Score -4778822 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -4779471.500000 Penalty: 5400.530273
	Iteration 14Q: 3 clusters Score -4779472 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -4780027.500000 Penalty: 5400.530273
	Iteration 15Q: 3 clusters Score -4780028 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -4780370.000000 Penalty: 5400.530273
	Iteration 16Q: 3 clusters Score -4780370 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -4780739.000000 Penalty: 5400.530273
	Iteration 17Q: 3 clusters Score -4780739 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -4780986.000000 Penalty: 5400.530273
	Iteration 18Q: 3 clusters Score -4780986 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -4781184.500000 Penalty: 5400.530273
	Iteration 19Q: 3 clusters Score -4781184 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -4781317.000000 Penalty: 5400.530273
	Iteration 20F: 3 clusters Score -4781317 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -4781438.500000 Penalty: 5400.530273
	Iteration 21Q: 3 clusters Score -4781438 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -4781523.500000 Penalty: 5400.530273
	Iteration 22Q: 3 clusters Score -4781524 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -4781617.000000 Penalty: 5400.530273
	Iteration 23Q: 3 clusters Score -4781617 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -4781698.000000 Penalty: 5400.530273
	Iteration 24Q: 3 clusters Score -4781698 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -4781761.000000 Penalty: 5400.530273
	Iteration 25Q: 3 clusters Score -4781761 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -4781791.000000 Penalty: 5400.530273
	Iteration 26Q: 3 clusters Score -4781791 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -4781847.000000 Penalty: 5400.530273
	Iteration 27Q: 3 clusters Score -4781847 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -4781894.000000 Penalty: 5400.530273
	Iteration 28Q: 3 clusters Score -4781894 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -4781927.500000 Penalty: 5400.530273
	Iteration 29Q: 3 clusters Score -4781928 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -4781979.500000 Penalty: 5400.530273
	Iteration 30Q: 3 clusters Score -4781980 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -4782016.000000 Penalty: 5400.530273
	Iteration 31Q: 3 clusters Score -4782016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -4782032.500000 Penalty: 5400.530273
	Iteration 32Q: 3 clusters Score -4782032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -4782073.000000 Penalty: 5400.530273
	Iteration 33Q: 3 clusters Score -4782073 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -4782089.000000 Penalty: 5400.530273
	Iteration 34Q: 3 clusters Score -4782089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -4782101.500000 Penalty: 5400.530273
	Iteration 35Q: 3 clusters Score -4782102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -4782128.500000 Penalty: 5400.530273
	Iteration 36Q: 3 clusters Score -4782128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -4782166.500000 Penalty: 5400.530273
	Iteration 37Q: 3 clusters Score -4782166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -4782184.500000 Penalty: 5400.530273
	Iteration 38Q: 3 clusters Score -4782184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -4782192.000000 Penalty: 5400.530273
	Iteration 39Q: 3 clusters Score -4782192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -4782202.500000 Penalty: 5400.530273
	Iteration 40F: 3 clusters Score -4782202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -4782219.500000 Penalty: 5400.530273
	Iteration 41Q: 3 clusters Score -4782220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -4782234.000000 Penalty: 5400.530273
	Iteration 42Q: 3 clusters Score -4782234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -4782257.000000 Penalty: 5400.530273
	Iteration 43Q: 3 clusters Score -4782257 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -4782282.500000 Penalty: 5400.530273
	Iteration 44Q: 3 clusters Score -4782282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -4782302.000000 Penalty: 5400.530273
	Iteration 45Q: 3 clusters Score -4782302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -4782325.000000 Penalty: 5400.530273
	Iteration 46Q: 3 clusters Score -4782325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -4782338.500000 Penalty: 5400.530273
	Iteration 47Q: 3 clusters Score -4782338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -4782372.000000 Penalty: 5400.530273
	Iteration 48Q: 3 clusters Score -4782372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -4782402.500000 Penalty: 5400.530273
	Iteration 49Q: 3 clusters Score -4782402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -4782428.000000 Penalty: 5400.530273
	Iteration 50Q: 3 clusters Score -4782428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -4782452.000000 Penalty: 5400.530273
	Iteration 51Q: 3 clusters Score -4782452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -4782472.500000 Penalty: 5400.530273
	Iteration 52Q: 3 clusters Score -4782472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -4782505.000000 Penalty: 5400.530273
	Iteration 53Q: 3 clusters Score -4782505 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -4782531.000000 Penalty: 5400.530273
	Iteration 54Q: 3 clusters Score -4782531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -4782573.000000 Penalty: 5400.530273
	Iteration 55Q: 3 clusters Score -4782573 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -4782616.000000 Penalty: 5400.530273
	Iteration 56Q: 3 clusters Score -4782616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -4782662.000000 Penalty: 5400.530273
	Iteration 57Q: 3 clusters Score -4782662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -4782708.500000 Penalty: 5400.530273
	Iteration 58Q: 3 clusters Score -4782708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -4782738.500000 Penalty: 5400.530273
	Iteration 59Q: 3 clusters Score -4782738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -4782766.500000 Penalty: 5400.530273
	Iteration 60F: 3 clusters Score -4782766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -4782778.000000 Penalty: 5400.530273
	Iteration 61Q: 3 clusters Score -4782778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -4782802.000000 Penalty: 5400.530273
	Iteration 62Q: 3 clusters Score -4782802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -4782827.000000 Penalty: 5400.530273
	Iteration 63Q: 3 clusters Score -4782827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -4782828.500000 Penalty: 5400.530273
	Iteration 64Q: 3 clusters Score -4782828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -4782848.000000 Penalty: 5400.530273
	Iteration 65Q: 3 clusters Score -4782848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -4782861.500000 Penalty: 5400.530273
	Iteration 66Q: 3 clusters Score -4782862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -4782873.500000 Penalty: 5400.530273
	Iteration 67Q: 3 clusters Score -4782874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -4782869.000000 Penalty: 5400.530273
	Iteration 68Q: 3 clusters Score -4782869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -4782875.500000 Penalty: 5400.530273
	Iteration 69Q: 3 clusters Score -4782876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -4782884.000000 Penalty: 5400.530273
	Iteration 70Q: 3 clusters Score -4782884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -4782877.500000 Penalty: 5400.530273
	Iteration 71Q: 3 clusters Score -4782878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -4782888.000000 Penalty: 5400.530273
	Iteration 72Q: 3 clusters Score -4782888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -4782892.000000 Penalty: 5400.530273
	Iteration 73Q: 3 clusters Score -4782892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -4782893.000000 Penalty: 5400.530273
	Iteration 74Q: 3 clusters Score -4782893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -4782909.000000 Penalty: 5400.530273
	Iteration 75Q: 3 clusters Score -4782909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -4782907.500000 Penalty: 5400.530273
	Iteration 76Q: 3 clusters Score -4782908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -4782903.500000 Penalty: 5400.530273
	Iteration 77Q: 3 clusters Score -4782904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -4782908.000000 Penalty: 5400.530273
	Iteration 78Q: 3 clusters Score -4782908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -4782910.500000 Penalty: 5400.530273
	Iteration 79Q: 3 clusters Score -4782910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -4782923.000000 Penalty: 5400.530273
	Iteration 80F: 3 clusters Score -4782923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -4782914.500000 Penalty: 5400.530273
	Iteration 81Q: 3 clusters Score -4782914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -4782919.500000 Penalty: 5400.530273
	Iteration 82Q: 3 clusters Score -4782920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -4782916.500000 Penalty: 5400.530273
	Iteration 83Q: 3 clusters Score -4782916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -4782921.500000 Penalty: 5400.530273
	Iteration 84Q: 3 clusters Score -4782922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -4782921.500000 Penalty: 5400.530273
	Iteration 85F: 3 clusters Score -4782922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Entering Unmasked Estep 
Score: -837067.562500 Penalty: 2285.253174
	Iteration 0F: 2 clusters Score -837067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -829382.562500 Penalty: 4570.506348
	Iteration 0F: 3 clusters Score -829382.6 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -831684.500000 Penalty: 4570.506348
	Iteration 1F: 3 clusters Score -831684.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -832051.437500 Penalty: 4570.506348
	Iteration 2F: 3 clusters Score -832051.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -832391.812500 Penalty: 4570.506348
	Iteration 3F: 3 clusters Score -832391.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -832780.687500 Penalty: 4570.506348
	Iteration 4F: 3 clusters Score -832780.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -833217.750000 Penalty: 4570.506348
	Iteration 5F: 3 clusters Score -833217.8 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -833692.250000 Penalty: 4570.506348
	Iteration 6F: 3 clusters Score -833692.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -834088.125000 Penalty: 4570.506348
	Iteration 7F: 3 clusters Score -834088.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -834346.812500 Penalty: 4570.506348
	Iteration 8Q: 3 clusters Score -834346.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -834503.125000 Penalty: 4570.506348
	Iteration 9Q: 3 clusters Score -834503.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -834604.625000 Penalty: 4570.506348
	Iteration 10Q: 3 clusters Score -834604.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -834659.937500 Penalty: 4570.506348
	Iteration 11Q: 3 clusters Score -834659.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -834699.937500 Penalty: 4570.506348
	Iteration 12Q: 3 clusters Score -834699.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -834737.250000 Penalty: 4570.506348
	Iteration 13Q: 3 clusters Score -834737.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -834764.125000 Penalty: 4570.506348
	Iteration 14Q: 3 clusters Score -834764.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -834793.562500 Penalty: 4570.506348
	Iteration 15Q: 3 clusters Score -834793.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -834819.375000 Penalty: 4570.506348
	Iteration 16Q: 3 clusters Score -834819.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -834836.000000 Penalty: 4570.506348
	Iteration 17Q: 3 clusters Score -834836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -834850.062500 Penalty: 4570.506348
	Iteration 18Q: 3 clusters Score -834850.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -834860.187500 Penalty: 4570.506348
	Iteration 19Q: 3 clusters Score -834860.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -834871.937500 Penalty: 4570.506348
	Iteration 20F: 3 clusters Score -834871.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -834882.875000 Penalty: 4570.506348
	Iteration 21Q: 3 clusters Score -834882.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -834891.187500 Penalty: 4570.506348
	Iteration 22Q: 3 clusters Score -834891.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -834900.812500 Penalty: 4570.506348
	Iteration 23Q: 3 clusters Score -834900.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -834907.375000 Penalty: 4570.506348
	Iteration 24Q: 3 clusters Score -834907.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -834916.125000 Penalty: 4570.506348
	Iteration 25Q: 3 clusters Score -834916.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -834922.187500 Penalty: 4570.506348
	Iteration 26Q: 3 clusters Score -834922.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -834929.312500 Penalty: 4570.506348
	Iteration 27Q: 3 clusters Score -834929.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -834932.500000 Penalty: 4570.506348
	Iteration 28Q: 3 clusters Score -834932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -834937.375000 Penalty: 4570.506348
	Iteration 29Q: 3 clusters Score -834937.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -834942.500000 Penalty: 4570.506348
	Iteration 30Q: 3 clusters Score -834942.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -834944.500000 Penalty: 4570.506348
	Iteration 31Q: 3 clusters Score -834944.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -834948.312500 Penalty: 4570.506348
	Iteration 32Q: 3 clusters Score -834948.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -834951.562500 Penalty: 4570.506348
	Iteration 33Q: 3 clusters Score -834951.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -834953.375000 Penalty: 4570.506348
	Iteration 34Q: 3 clusters Score -834953.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -834958.375000 Penalty: 4570.506348
	Iteration 35Q: 3 clusters Score -834958.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -834961.687500 Penalty: 4570.506348
	Iteration 36Q: 3 clusters Score -834961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -834962.437500 Penalty: 4570.506348
	Iteration 37Q: 3 clusters Score -834962.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -834967.375000 Penalty: 4570.506348
	Iteration 38Q: 3 clusters Score -834967.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -834973.125000 Penalty: 4570.506348
	Iteration 39Q: 3 clusters Score -834973.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -834976.000000 Penalty: 4570.506348
	Iteration 40F: 3 clusters Score -834976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -834979.500000 Penalty: 4570.506348
	Iteration 41Q: 3 clusters Score -834979.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -834986.625000 Penalty: 4570.506348
	Iteration 42Q: 3 clusters Score -834986.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -834991.312500 Penalty: 4570.506348
	Iteration 43Q: 3 clusters Score -834991.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -834998.937500 Penalty: 4570.506348
	Iteration 44Q: 3 clusters Score -834998.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -835002.812500 Penalty: 4570.506348
	Iteration 45Q: 3 clusters Score -835002.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -835012.000000 Penalty: 4570.506348
	Iteration 46Q: 3 clusters Score -835012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -835016.500000 Penalty: 4570.506348
	Iteration 47Q: 3 clusters Score -835016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -835019.125000 Penalty: 4570.506348
	Iteration 48Q: 3 clusters Score -835019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -835021.625000 Penalty: 4570.506348
	Iteration 49Q: 3 clusters Score -835021.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -835024.187500 Penalty: 4570.506348
	Iteration 50Q: 3 clusters Score -835024.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -835029.312500 Penalty: 4570.506348
	Iteration 51Q: 3 clusters Score -835029.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -835034.625000 Penalty: 4570.506348
	Iteration 52Q: 3 clusters Score -835034.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -835038.562500 Penalty: 4570.506348
	Iteration 53Q: 3 clusters Score -835038.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -835042.687500 Penalty: 4570.506348
	Iteration 54Q: 3 clusters Score -835042.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -835043.562500 Penalty: 4570.506348
	Iteration 55Q: 3 clusters Score -835043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -835049.312500 Penalty: 4570.506348
	Iteration 56Q: 3 clusters Score -835049.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -835050.125000 Penalty: 4570.506348
	Iteration 57Q: 3 clusters Score -835050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -835052.687500 Penalty: 4570.506348
	Iteration 58Q: 3 clusters Score -835052.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -835054.750000 Penalty: 4570.506348
	Iteration 59Q: 3 clusters Score -835054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -835054.562500 Penalty: 4570.506348
	Iteration 60F: 3 clusters Score -835054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -835057.000000 Penalty: 4570.506348
	Iteration 61Q: 3 clusters Score -835057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -835061.000000 Penalty: 4570.506348
	Iteration 62Q: 3 clusters Score -835061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -835060.562500 Penalty: 4570.506348
	Iteration 63Q: 3 clusters Score -835060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -835062.687500 Penalty: 4570.506348
	Iteration 64Q: 3 clusters Score -835062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -835061.687500 Penalty: 4570.506348
	Iteration 65Q: 3 clusters Score -835061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -835065.312500 Penalty: 4570.506348
	Iteration 66Q: 3 clusters Score -835065.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -835066.437500 Penalty: 4570.506348
	Iteration 67Q: 3 clusters Score -835066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -835065.750000 Penalty: 4570.506348
	Iteration 68Q: 3 clusters Score -835065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -835065.250000 Penalty: 4570.506348
	Iteration 69Q: 3 clusters Score -835065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -835068.000000 Penalty: 4570.506348
	Iteration 70Q: 3 clusters Score -835068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -835070.875000 Penalty: 4570.506348
	Iteration 71Q: 3 clusters Score -835070.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -835073.875000 Penalty: 4570.506348
	Iteration 72Q: 3 clusters Score -835073.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -835076.750000 Penalty: 4570.506348
	Iteration 73Q: 3 clusters Score -835076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -835079.125000 Penalty: 4570.506348
	Iteration 74Q: 3 clusters Score -835079.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -835080.375000 Penalty: 4570.506348
	Iteration 75Q: 3 clusters Score -835080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -835079.562500 Penalty: 4570.506348
	Iteration 76Q: 3 clusters Score -835079.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -835078.500000 Penalty: 4570.506348
	Iteration 77Q: 3 clusters Score -835078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -835078.875000 Penalty: 4570.506348
	Iteration 78Q: 3 clusters Score -835078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -835079.750000 Penalty: 4570.506348
	Iteration 79Q: 3 clusters Score -835079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -835081.750000 Penalty: 4570.506348
	Iteration 80F: 3 clusters Score -835081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -835081.500000 Penalty: 4570.506348
	Iteration 81Q: 3 clusters Score -835081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -835081.625000 Penalty: 4570.506348
	Iteration 82Q: 3 clusters Score -835081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -835082.687500 Penalty: 4570.506348
	Iteration 83Q: 3 clusters Score -835082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -835084.062500 Penalty: 4570.506348
	Iteration 84Q: 3 clusters Score -835084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -835083.937500 Penalty: 4570.506348
	Iteration 85Q: 3 clusters Score -835083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -835083.687500 Penalty: 4570.506348
	Iteration 86Q: 3 clusters Score -835083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -835083.625000 Penalty: 4570.506348
	Iteration 87Q: 3 clusters Score -835083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -835084.562500 Penalty: 4570.506348
	Iteration 88Q: 3 clusters Score -835084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -835084.500000 Penalty: 4570.506348
	Iteration 89Q: 3 clusters Score -835084.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -835086.125000 Penalty: 4570.506348
	Iteration 90Q: 3 clusters Score -835086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -835085.937500 Penalty: 4570.506348
	Iteration 91Q: 3 clusters Score -835085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -835086.687500 Penalty: 4570.506348
	Iteration 92Q: 3 clusters Score -835086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -835086.937500 Penalty: 4570.506348
	Iteration 93Q: 3 clusters Score -835086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -835089.812500 Penalty: 4570.506348
	Iteration 94Q: 3 clusters Score -835089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -835089.812500 Penalty: 4570.506348
	Iteration 95F: 3 clusters Score -835089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -216920.718750 Penalty: 1960.000244
	Iteration 0F: 2 clusters Score -216920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -213810.359375 Penalty: 3920.000488
	Iteration 0F: 3 clusters Score -213810.4 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -214509.406250 Penalty: 3920.000488
	Iteration 1F: 3 clusters Score -214509.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -214719.281250 Penalty: 3920.000488
	Iteration 2F: 3 clusters Score -214719.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -214851.625000 Penalty: 3920.000488
	Iteration 3F: 3 clusters Score -214851.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -214979.328125 Penalty: 3920.000488
	Iteration 4Q: 3 clusters Score -214979.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -215096.609375 Penalty: 3920.000488
	Iteration 5Q: 3 clusters Score -215096.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -215238.046875 Penalty: 3920.000488
	Iteration 6Q: 3 clusters Score -215238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215523.531250 Penalty: 3920.000488
	Iteration 7Q: 3 clusters Score -215523.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -215917.203125 Penalty: 3920.000488
	Iteration 8F: 3 clusters Score -215917.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -216232.171875 Penalty: 3920.000488
	Iteration 9F: 3 clusters Score -216232.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -216451.062500 Penalty: 3920.000488
	Iteration 10Q: 3 clusters Score -216451.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -216625.765625 Penalty: 3920.000488
	Iteration 11Q: 3 clusters Score -216625.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -216724.015625 Penalty: 3920.000488
	Iteration 12Q: 3 clusters Score -216724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -216769.187500 Penalty: 3920.000488
	Iteration 13Q: 3 clusters Score -216769.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -216791.000000 Penalty: 3920.000488
	Iteration 14Q: 3 clusters Score -216791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -216799.718750 Penalty: 3920.000488
	Iteration 15Q: 3 clusters Score -216799.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216803.984375 Penalty: 3920.000488
	Iteration 16Q: 3 clusters Score -216804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -216805.609375 Penalty: 3920.000488
	Iteration 17Q: 3 clusters Score -216805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -216807.218750 Penalty: 3920.000488
	Iteration 18Q: 3 clusters Score -216807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -216808.921875 Penalty: 3920.000488
	Iteration 19Q: 3 clusters Score -216808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -216811.328125 Penalty: 3920.000488
	Iteration 20F: 3 clusters Score -216811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -216813.718750 Penalty: 3920.000488
	Iteration 21Q: 3 clusters Score -216813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -216814.859375 Penalty: 3920.000488
	Iteration 22Q: 3 clusters Score -216814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -216815.906250 Penalty: 3920.000488
	Iteration 23Q: 3 clusters Score -216815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -216815.906250 Penalty: 3920.000488
	Iteration 24F: 3 clusters Score -216815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Entering Unmasked Estep 
Score: -1429730.375000 Penalty: 2404.341309
	Iteration 0F: 2 clusters Score -1429730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1417985.250000 Penalty: 4808.682617
	Iteration 0F: 3 clusters Score -1417985 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1421752.375000 Penalty: 4808.682617
	Iteration 1F: 3 clusters Score -1421752 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1422102.625000 Penalty: 4808.682617
	Iteration 2F: 3 clusters Score -1422103 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1422384.125000 Penalty: 4808.682617
	Iteration 3Q: 3 clusters Score -1422384 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1422645.750000 Penalty: 4808.682617
	Iteration 4Q: 3 clusters Score -1422646 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1422905.500000 Penalty: 4808.682617
	Iteration 5Q: 3 clusters Score -1422906 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1423242.375000 Penalty: 4808.682617
	Iteration 6Q: 3 clusters Score -1423242 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1423618.750000 Penalty: 4808.682617
	Iteration 7Q: 3 clusters Score -1423619 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1424030.500000 Penalty: 4808.682617
	Iteration 8Q: 3 clusters Score -1424030 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1424490.125000 Penalty: 4808.682617
	Iteration 9Q: 3 clusters Score -1424490 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1424990.875000 Penalty: 4808.682617
	Iteration 10Q: 3 clusters Score -1424991 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1425514.250000 Penalty: 4808.682617
	Iteration 11Q: 3 clusters Score -1425514 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1425974.875000 Penalty: 4808.682617
	Iteration 12Q: 3 clusters Score -1425975 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1426414.125000 Penalty: 4808.682617
	Iteration 13Q: 3 clusters Score -1426414 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1426755.625000 Penalty: 4808.682617
	Iteration 14Q: 3 clusters Score -1426756 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1426990.875000 Penalty: 4808.682617
	Iteration 15Q: 3 clusters Score -1426991 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1427161.750000 Penalty: 4808.682617
	Iteration 16Q: 3 clusters Score -1427162 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1427289.375000 Penalty: 4808.682617
	Iteration 17Q: 3 clusters Score -1427289 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1427380.250000 Penalty: 4808.682617
	Iteration 18Q: 3 clusters Score -1427380 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1427464.000000 Penalty: 4808.682617
	Iteration 19Q: 3 clusters Score -1427464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1427544.750000 Penalty: 4808.682617
	Iteration 20F: 3 clusters Score -1427545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1427595.375000 Penalty: 4808.682617
	Iteration 21Q: 3 clusters Score -1427595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1427640.500000 Penalty: 4808.682617
	Iteration 22Q: 3 clusters Score -1427640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1427678.750000 Penalty: 4808.682617
	Iteration 23Q: 3 clusters Score -1427679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1427712.500000 Penalty: 4808.682617
	Iteration 24Q: 3 clusters Score -1427712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1427726.250000 Penalty: 4808.682617
	Iteration 25Q: 3 clusters Score -1427726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1427744.625000 Penalty: 4808.682617
	Iteration 26Q: 3 clusters Score -1427745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1427759.375000 Penalty: 4808.682617
	Iteration 27Q: 3 clusters Score -1427759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1427769.000000 Penalty: 4808.682617
	Iteration 28Q: 3 clusters Score -1427769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1427775.625000 Penalty: 4808.682617
	Iteration 29Q: 3 clusters Score -1427776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1427779.750000 Penalty: 4808.682617
	Iteration 30Q: 3 clusters Score -1427780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1427784.875000 Penalty: 4808.682617
	Iteration 31Q: 3 clusters Score -1427785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1427787.000000 Penalty: 4808.682617
	Iteration 32Q: 3 clusters Score -1427787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1427789.500000 Penalty: 4808.682617
	Iteration 33Q: 3 clusters Score -1427790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1427791.500000 Penalty: 4808.682617
	Iteration 34Q: 3 clusters Score -1427792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1427790.875000 Penalty: 4808.682617
	Iteration 35Q: 3 clusters Score -1427791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1427792.250000 Penalty: 4808.682617
	Iteration 36Q: 3 clusters Score -1427792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1427792.250000 Penalty: 4808.682617
	Iteration 37F: 3 clusters Score -1427792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Entering Unmasked Estep 
Score: -1500708.375000 Penalty: 2414.956543
	Iteration 0F: 2 clusters Score -1500708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1488584.875000 Penalty: 4829.913086
	Iteration 0F: 3 clusters Score -1488585 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1492370.375000 Penalty: 4829.913086
	Iteration 1F: 3 clusters Score -1492370 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1492691.125000 Penalty: 4829.913086
	Iteration 2F: 3 clusters Score -1492691 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1492939.250000 Penalty: 4829.913086
	Iteration 3Q: 3 clusters Score -1492939 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1493175.750000 Penalty: 4829.913086
	Iteration 4Q: 3 clusters Score -1493176 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1493424.125000 Penalty: 4829.913086
	Iteration 5Q: 3 clusters Score -1493424 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1493702.500000 Penalty: 4829.913086
	Iteration 6Q: 3 clusters Score -1493702 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1494034.500000 Penalty: 4829.913086
	Iteration 7Q: 3 clusters Score -1494034 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1494521.875000 Penalty: 4829.913086
	Iteration 8Q: 3 clusters Score -1494522 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1495179.500000 Penalty: 4829.913086
	Iteration 9F: 3 clusters Score -1495180 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1495959.750000 Penalty: 4829.913086
	Iteration 10F: 3 clusters Score -1495960 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1496777.000000 Penalty: 4829.913086
	Iteration 11F: 3 clusters Score -1496777 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1497459.500000 Penalty: 4829.913086
	Iteration 12Q: 3 clusters Score -1497460 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1497936.875000 Penalty: 4829.913086
	Iteration 13Q: 3 clusters Score -1497937 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1498213.250000 Penalty: 4829.913086
	Iteration 14Q: 3 clusters Score -1498213 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1498354.375000 Penalty: 4829.913086
	Iteration 15Q: 3 clusters Score -1498354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1498432.875000 Penalty: 4829.913086
	Iteration 16Q: 3 clusters Score -1498433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1498492.625000 Penalty: 4829.913086
	Iteration 17Q: 3 clusters Score -1498493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1498533.250000 Penalty: 4829.913086
	Iteration 18Q: 3 clusters Score -1498533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1498570.750000 Penalty: 4829.913086
	Iteration 19Q: 3 clusters Score -1498571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1498588.875000 Penalty: 4829.913086
	Iteration 20F: 3 clusters Score -1498589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1498598.875000 Penalty: 4829.913086
	Iteration 21Q: 3 clusters Score -1498599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1498614.750000 Penalty: 4829.913086
	Iteration 22Q: 3 clusters Score -1498615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1498616.750000 Penalty: 4829.913086
	Iteration 23Q: 3 clusters Score -1498617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1498620.375000 Penalty: 4829.913086
	Iteration 24Q: 3 clusters Score -1498620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1498625.875000 Penalty: 4829.913086
	Iteration 25Q: 3 clusters Score -1498626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1498627.000000 Penalty: 4829.913086
	Iteration 26Q: 3 clusters Score -1498627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1498630.750000 Penalty: 4829.913086
	Iteration 27Q: 3 clusters Score -1498631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1498631.375000 Penalty: 4829.913086
	Iteration 28Q: 3 clusters Score -1498631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1498634.750000 Penalty: 4829.913086
	Iteration 29Q: 3 clusters Score -1498635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1498634.750000 Penalty: 4829.913086
	Iteration 30F: 3 clusters Score -1498635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -227268.218750 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -227268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -224201.203125 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -224201.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -224823.781250 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -224823.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -224974.953125 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -224975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -225052.640625 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -225052.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -225102.390625 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -225102.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -225137.625000 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -225137.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -225173.484375 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -225173.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -225206.953125 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -225207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -225250.796875 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -225250.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -225284.078125 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -225284.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -225307.609375 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -225307.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -225326.390625 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -225326.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -225340.468750 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -225340.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -225355.281250 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -225355.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -225371.234375 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -225371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -225380.250000 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -225380.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -225386.859375 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -225386.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -225391.250000 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -225391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -225393.906250 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -225393.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -225397.828125 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -225397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -225402.781250 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -225402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225407.281250 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -225407.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225411.578125 Penalty: 3913.357666
	Iteration 22Q: 3 clusters Score -225411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225417.968750 Penalty: 3913.357666
	Iteration 23Q: 3 clusters Score -225418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -225425.156250 Penalty: 3913.357666
	Iteration 24Q: 3 clusters Score -225425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -225430.421875 Penalty: 3913.357666
	Iteration 25Q: 3 clusters Score -225430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -225434.859375 Penalty: 3913.357666
	Iteration 26Q: 3 clusters Score -225434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -225438.078125 Penalty: 3913.357666
	Iteration 27Q: 3 clusters Score -225438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -225440.093750 Penalty: 3913.357666
	Iteration 28Q: 3 clusters Score -225440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225441.281250 Penalty: 3913.357666
	Iteration 29Q: 3 clusters Score -225441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225441.281250 Penalty: 3913.357666
	Iteration 30F: 3 clusters Score -225441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -1212745.000000 Penalty: 2385.874512
	Iteration 0F: 2 clusters Score -1212745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1201816.125000 Penalty: 4771.749023
	Iteration 0F: 3 clusters Score -1201816 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1205682.250000 Penalty: 4771.749023
	Iteration 1F: 3 clusters Score -1205682 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1206632.500000 Penalty: 4771.749023
	Iteration 2F: 3 clusters Score -1206632 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1207817.125000 Penalty: 4771.749023
	Iteration 3F: 3 clusters Score -1207817 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1209052.875000 Penalty: 4771.749023
	Iteration 4F: 3 clusters Score -1209053 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1210125.500000 Penalty: 4771.749023
	Iteration 5F: 3 clusters Score -1210126 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1210951.625000 Penalty: 4771.749023
	Iteration 6F: 3 clusters Score -1210952 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1211441.000000 Penalty: 4771.749023
	Iteration 7F: 3 clusters Score -1211441 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1211718.000000 Penalty: 4771.749023
	Iteration 8Q: 3 clusters Score -1211718 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1211869.625000 Penalty: 4771.749023
	Iteration 9Q: 3 clusters Score -1211870 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1211960.000000 Penalty: 4771.749023
	Iteration 10Q: 3 clusters Score -1211960 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1212012.625000 Penalty: 4771.749023
	Iteration 11Q: 3 clusters Score -1212013 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1212053.625000 Penalty: 4771.749023
	Iteration 12Q: 3 clusters Score -1212054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1212083.625000 Penalty: 4771.749023
	Iteration 13Q: 3 clusters Score -1212084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1212103.125000 Penalty: 4771.749023
	Iteration 14Q: 3 clusters Score -1212103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1212110.000000 Penalty: 4771.749023
	Iteration 15Q: 3 clusters Score -1212110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1212120.875000 Penalty: 4771.749023
	Iteration 16Q: 3 clusters Score -1212121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1212126.750000 Penalty: 4771.749023
	Iteration 17Q: 3 clusters Score -1212127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1212128.625000 Penalty: 4771.749023
	Iteration 18Q: 3 clusters Score -1212129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1212132.125000 Penalty: 4771.749023
	Iteration 19Q: 3 clusters Score -1212132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1212138.875000 Penalty: 4771.749023
	Iteration 20F: 3 clusters Score -1212139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1212144.500000 Penalty: 4771.749023
	Iteration 21Q: 3 clusters Score -1212144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1212151.125000 Penalty: 4771.749023
	Iteration 22Q: 3 clusters Score -1212151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1212157.375000 Penalty: 4771.749023
	Iteration 23Q: 3 clusters Score -1212157 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1212161.375000 Penalty: 4771.749023
	Iteration 24Q: 3 clusters Score -1212161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1212164.750000 Penalty: 4771.749023
	Iteration 25Q: 3 clusters Score -1212165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1212169.375000 Penalty: 4771.749023
	Iteration 26Q: 3 clusters Score -1212169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1212176.125000 Penalty: 4771.749023
	Iteration 27Q: 3 clusters Score -1212176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1212177.375000 Penalty: 4771.749023
	Iteration 28Q: 3 clusters Score -1212177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1212180.875000 Penalty: 4771.749023
	Iteration 29Q: 3 clusters Score -1212181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1212189.750000 Penalty: 4771.749023
	Iteration 30Q: 3 clusters Score -1212190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1212193.500000 Penalty: 4771.749023
	Iteration 31Q: 3 clusters Score -1212194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1212201.500000 Penalty: 4771.749023
	Iteration 32Q: 3 clusters Score -1212202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1212203.500000 Penalty: 4771.749023
	Iteration 33Q: 3 clusters Score -1212204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1212208.375000 Penalty: 4771.749023
	Iteration 34Q: 3 clusters Score -1212208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1212213.750000 Penalty: 4771.749023
	Iteration 35Q: 3 clusters Score -1212214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1212221.625000 Penalty: 4771.749023
	Iteration 36Q: 3 clusters Score -1212222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1212222.500000 Penalty: 4771.749023
	Iteration 37Q: 3 clusters Score -1212222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1212225.375000 Penalty: 4771.749023
	Iteration 38Q: 3 clusters Score -1212225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1212228.750000 Penalty: 4771.749023
	Iteration 39Q: 3 clusters Score -1212229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1212234.250000 Penalty: 4771.749023
	Iteration 40F: 3 clusters Score -1212234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1212237.125000 Penalty: 4771.749023
	Iteration 41Q: 3 clusters Score -1212237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1212235.875000 Penalty: 4771.749023
	Iteration 42Q: 3 clusters Score -1212236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1212236.500000 Penalty: 4771.749023
	Iteration 43Q: 3 clusters Score -1212236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1212236.875000 Penalty: 4771.749023
	Iteration 44Q: 3 clusters Score -1212237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1212241.250000 Penalty: 4771.749023
	Iteration 45Q: 3 clusters Score -1212241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1212244.250000 Penalty: 4771.749023
	Iteration 46Q: 3 clusters Score -1212244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1212244.000000 Penalty: 4771.749023
	Iteration 47Q: 3 clusters Score -1212244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1212242.000000 Penalty: 4771.749023
	Iteration 48Q: 3 clusters Score -1212242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1212242.500000 Penalty: 4771.749023
	Iteration 49Q: 3 clusters Score -1212242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1212244.125000 Penalty: 4771.749023
	Iteration 50Q: 3 clusters Score -1212244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1212241.625000 Penalty: 4771.749023
	Iteration 51Q: 3 clusters Score -1212242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1212248.625000 Penalty: 4771.749023
	Iteration 52Q: 3 clusters Score -1212249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1212246.750000 Penalty: 4771.749023
	Iteration 53Q: 3 clusters Score -1212247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1212250.500000 Penalty: 4771.749023
	Iteration 54Q: 3 clusters Score -1212250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1212252.750000 Penalty: 4771.749023
	Iteration 55Q: 3 clusters Score -1212253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1212256.000000 Penalty: 4771.749023
	Iteration 56Q: 3 clusters Score -1212256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1212258.250000 Penalty: 4771.749023
	Iteration 57Q: 3 clusters Score -1212258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1212258.625000 Penalty: 4771.749023
	Iteration 58Q: 3 clusters Score -1212259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1212261.750000 Penalty: 4771.749023
	Iteration 59Q: 3 clusters Score -1212262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1212262.875000 Penalty: 4771.749023
	Iteration 60F: 3 clusters Score -1212263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1212262.625000 Penalty: 4771.749023
	Iteration 61Q: 3 clusters Score -1212263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1212265.000000 Penalty: 4771.749023
	Iteration 62Q: 3 clusters Score -1212265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1212265.875000 Penalty: 4771.749023
	Iteration 63Q: 3 clusters Score -1212266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1212265.625000 Penalty: 4771.749023
	Iteration 64Q: 3 clusters Score -1212266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1212267.625000 Penalty: 4771.749023
	Iteration 65Q: 3 clusters Score -1212268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1212266.250000 Penalty: 4771.749023
	Iteration 66Q: 3 clusters Score -1212266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1212265.875000 Penalty: 4771.749023
	Iteration 67Q: 3 clusters Score -1212266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1212265.875000 Penalty: 4771.749023
	Iteration 68F: 3 clusters Score -1212266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Entering Unmasked Estep 
Score: -8828983.000000 Penalty: 2856.459717
	Iteration 0F: 2 clusters Score -8828983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -8761530.000000 Penalty: 5712.919434
	Iteration 0F: 3 clusters Score -8761530 nChanged 47457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -8788663.000000 Penalty: 5712.919434
	Iteration 1F: 3 clusters Score -8788663 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -8789316.000000 Penalty: 5712.919434
	Iteration 2Q: 3 clusters Score -8789316 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -8790081.000000 Penalty: 5712.919434
	Iteration 3Q: 3 clusters Score -8790081 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -8790916.000000 Penalty: 5712.919434
	Iteration 4Q: 3 clusters Score -8790916 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -8792002.000000 Penalty: 5712.919434
	Iteration 5Q: 3 clusters Score -8792002 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8793526.000000 Penalty: 5712.919434
	Iteration 6Q: 3 clusters Score -8793526 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -8795717.000000 Penalty: 5712.919434
	Iteration 7Q: 3 clusters Score -8795717 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -8799082.000000 Penalty: 5712.919434
	Iteration 8F: 3 clusters Score -8799082 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -8803410.000000 Penalty: 5712.919434
	Iteration 9F: 3 clusters Score -8803410 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73830 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -8808075.000000 Penalty: 5712.919434
	Iteration 10F: 3 clusters Score -8808075 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8812060.000000 Penalty: 5712.919434
	Iteration 11F: 3 clusters Score -8812060 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -8814891.000000 Penalty: 5712.919434
	Iteration 12Q: 3 clusters Score -8814891 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -8816733.000000 Penalty: 5712.919434
	Iteration 13Q: 3 clusters Score -8816733 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8818183.000000 Penalty: 5712.919434
	Iteration 14Q: 3 clusters Score -8818183 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -8819517.000000 Penalty: 5712.919434
	Iteration 15Q: 3 clusters Score -8819517 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -8820604.000000 Penalty: 5712.919434
	Iteration 16Q: 3 clusters Score -8820604 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -8821759.000000 Penalty: 5712.919434
	Iteration 17Q: 3 clusters Score -8821759 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -8822847.000000 Penalty: 5712.919434
	Iteration 18Q: 3 clusters Score -8822847 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8823818.000000 Penalty: 5712.919434
	Iteration 19Q: 3 clusters Score -8823818 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8824731.000000 Penalty: 5712.919434
	Iteration 20F: 3 clusters Score -8824731 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8825410.000000 Penalty: 5712.919434
	Iteration 21Q: 3 clusters Score -8825410 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8825861.000000 Penalty: 5712.919434
	Iteration 22Q: 3 clusters Score -8825861 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8826133.000000 Penalty: 5712.919434
	Iteration 23Q: 3 clusters Score -8826133 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8826275.000000 Penalty: 5712.919434
	Iteration 24Q: 3 clusters Score -8826275 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8826378.000000 Penalty: 5712.919434
	Iteration 25Q: 3 clusters Score -8826378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8826443.000000 Penalty: 5712.919434
	Iteration 26Q: 3 clusters Score -8826443 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8826484.000000 Penalty: 5712.919434
	Iteration 27Q: 3 clusters Score -8826484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8826510.000000 Penalty: 5712.919434
	Iteration 28Q: 3 clusters Score -8826510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8826519.000000 Penalty: 5712.919434
	Iteration 29Q: 3 clusters Score -8826519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8826541.000000 Penalty: 5712.919434
	Iteration 30Q: 3 clusters Score -8826541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8826554.000000 Penalty: 5712.919434
	Iteration 31Q: 3 clusters Score -8826554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8826566.000000 Penalty: 5712.919434
	Iteration 32Q: 3 clusters Score -8826566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8826577.000000 Penalty: 5712.919434
	Iteration 33Q: 3 clusters Score -8826577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99932 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8826575.000000 Penalty: 5712.919434
	Iteration 34Q: 3 clusters Score -8826575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8826583.000000 Penalty: 5712.919434
	Iteration 35Q: 3 clusters Score -8826583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99945 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8826574.000000 Penalty: 5712.919434
	Iteration 36Q: 3 clusters Score -8826574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8826587.000000 Penalty: 5712.919434
	Iteration 37Q: 3 clusters Score -8826587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8826588.000000 Penalty: 5712.919434
	Iteration 38F: 3 clusters Score -8826588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8826585.000000 Penalty: 5712.919434
	Iteration 39Q: 3 clusters Score -8826585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8826581.000000 Penalty: 5712.919434
	Iteration 40F: 3 clusters Score -8826581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99947 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8826591.000000 Penalty: 5712.919434
	Iteration 41Q: 3 clusters Score -8826591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8826588.000000 Penalty: 5712.919434
	Iteration 42Q: 3 clusters Score -8826588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8826586.000000 Penalty: 5712.919434
	Iteration 43Q: 3 clusters Score -8826586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8826586.000000 Penalty: 5712.919434
	Iteration 44F: 3 clusters Score -8826586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -525591.000000 Penalty: 2172.864502
	Iteration 0F: 2 clusters Score -525591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -520221.437500 Penalty: 4345.729004
	Iteration 0F: 3 clusters Score -520221.4 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -521643.375000 Penalty: 4345.729004
	Iteration 1F: 3 clusters Score -521643.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -521967.750000 Penalty: 4345.729004
	Iteration 2F: 3 clusters Score -521967.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -522197.437500 Penalty: 4345.729004
	Iteration 3F: 3 clusters Score -522197.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -522433.375000 Penalty: 4345.729004
	Iteration 4Q: 3 clusters Score -522433.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -522788.312500 Penalty: 4345.729004
	Iteration 5F: 3 clusters Score -522788.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -523312.812500 Penalty: 4345.729004
	Iteration 6F: 3 clusters Score -523312.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -523991.968750 Penalty: 4345.729004
	Iteration 7F: 3 clusters Score -523992 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -524567.250000 Penalty: 4345.729004
	Iteration 8F: 3 clusters Score -524567.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -525016.375000 Penalty: 4345.729004
	Iteration 9F: 3 clusters Score -525016.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -525310.062500 Penalty: 4345.729004
	Iteration 10Q: 3 clusters Score -525310.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -525476.375000 Penalty: 4345.729004
	Iteration 11Q: 3 clusters Score -525476.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -525581.062500 Penalty: 4345.729004
	Iteration 12Q: 3 clusters Score -525581.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -525665.125000 Penalty: 4345.729004
	Iteration 13Q: 3 clusters Score -525665.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -525759.687500 Penalty: 4345.729004
	Iteration 14Q: 3 clusters Score -525759.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -525838.875000 Penalty: 4345.729004
	Iteration 15Q: 3 clusters Score -525838.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -525895.125000 Penalty: 4345.729004
	Iteration 16Q: 3 clusters Score -525895.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -525935.687500 Penalty: 4345.729004
	Iteration 17Q: 3 clusters Score -525935.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -525956.937500 Penalty: 4345.729004
	Iteration 18Q: 3 clusters Score -525956.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -525972.500000 Penalty: 4345.729004
	Iteration 19Q: 3 clusters Score -525972.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -525989.500000 Penalty: 4345.729004
	Iteration 20F: 3 clusters Score -525989.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -526002.625000 Penalty: 4345.729004
	Iteration 21Q: 3 clusters Score -526002.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -526013.625000 Penalty: 4345.729004
	Iteration 22Q: 3 clusters Score -526013.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -526018.937500 Penalty: 4345.729004
	Iteration 23Q: 3 clusters Score -526018.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -526023.312500 Penalty: 4345.729004
	Iteration 24Q: 3 clusters Score -526023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -526027.375000 Penalty: 4345.729004
	Iteration 25Q: 3 clusters Score -526027.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -526028.750000 Penalty: 4345.729004
	Iteration 26Q: 3 clusters Score -526028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -526030.812500 Penalty: 4345.729004
	Iteration 27Q: 3 clusters Score -526030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -526030.437500 Penalty: 4345.729004
	Iteration 28Q: 3 clusters Score -526030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -526032.687500 Penalty: 4345.729004
	Iteration 29Q: 3 clusters Score -526032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -526034.312500 Penalty: 4345.729004
	Iteration 30Q: 3 clusters Score -526034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -526033.562500 Penalty: 4345.729004
	Iteration 31Q: 3 clusters Score -526033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -526034.937500 Penalty: 4345.729004
	Iteration 32Q: 3 clusters Score -526034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -526035.937500 Penalty: 4345.729004
	Iteration 33Q: 3 clusters Score -526035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -526035.375000 Penalty: 4345.729004
	Iteration 34Q: 3 clusters Score -526035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -526036.562500 Penalty: 4345.729004
	Iteration 35Q: 3 clusters Score -526036.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -526037.937500 Penalty: 4345.729004
	Iteration 36Q: 3 clusters Score -526037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -526038.250000 Penalty: 4345.729004
	Iteration 37Q: 3 clusters Score -526038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -526038.250000 Penalty: 4345.729004
	Iteration 38F: 3 clusters Score -526038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8019 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10044 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24276 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 415570 members 
Mstep: Class 23 contains 16444 members 
Mstep: Class 24 contains 329635 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14999 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11292 members 
Mstep: Class 33 contains 12164 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11227 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58904 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 2656 members 
Entering Unmasked Estep 
Score: -113003008.000000 Penalty: 139884.406250
Splitting cluster 18 changes total score from -113003704.000000 to -113003008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Entering Unmasked Estep 
Score: -1109333.375000 Penalty: 2348.581299
	Iteration 0F: 2 clusters Score -1109333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1099836.875000 Penalty: 4697.162598
	Iteration 0F: 3 clusters Score -1099837 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1102789.750000 Penalty: 4697.162598
	Iteration 1F: 3 clusters Score -1102790 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1103344.375000 Penalty: 4697.162598
	Iteration 2F: 3 clusters Score -1103344 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1103891.250000 Penalty: 4697.162598
	Iteration 3F: 3 clusters Score -1103891 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1104428.125000 Penalty: 4697.162598
	Iteration 4F: 3 clusters Score -1104428 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1104932.375000 Penalty: 4697.162598
	Iteration 5F: 3 clusters Score -1104932 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1105457.750000 Penalty: 4697.162598
	Iteration 6F: 3 clusters Score -1105458 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1105917.125000 Penalty: 4697.162598
	Iteration 7F: 3 clusters Score -1105917 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1106311.375000 Penalty: 4697.162598
	Iteration 8Q: 3 clusters Score -1106311 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1106672.250000 Penalty: 4697.162598
	Iteration 9Q: 3 clusters Score -1106672 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1106997.625000 Penalty: 4697.162598
	Iteration 10Q: 3 clusters Score -1106998 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1107335.625000 Penalty: 4697.162598
	Iteration 11Q: 3 clusters Score -1107336 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1107631.750000 Penalty: 4697.162598
	Iteration 12Q: 3 clusters Score -1107632 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1107885.375000 Penalty: 4697.162598
	Iteration 13Q: 3 clusters Score -1107885 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1108089.375000 Penalty: 4697.162598
	Iteration 14Q: 3 clusters Score -1108089 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1108207.875000 Penalty: 4697.162598
	Iteration 15Q: 3 clusters Score -1108208 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1108295.250000 Penalty: 4697.162598
	Iteration 16Q: 3 clusters Score -1108295 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1108351.250000 Penalty: 4697.162598
	Iteration 17Q: 3 clusters Score -1108351 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1108390.500000 Penalty: 4697.162598
	Iteration 18Q: 3 clusters Score -1108390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1108423.625000 Penalty: 4697.162598
	Iteration 19Q: 3 clusters Score -1108424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1108449.375000 Penalty: 4697.162598
	Iteration 20F: 3 clusters Score -1108449 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1108467.000000 Penalty: 4697.162598
	Iteration 21Q: 3 clusters Score -1108467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1108482.250000 Penalty: 4697.162598
	Iteration 22Q: 3 clusters Score -1108482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1108495.625000 Penalty: 4697.162598
	Iteration 23Q: 3 clusters Score -1108496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1108503.375000 Penalty: 4697.162598
	Iteration 24Q: 3 clusters Score -1108503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1108508.125000 Penalty: 4697.162598
	Iteration 25Q: 3 clusters Score -1108508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1108517.000000 Penalty: 4697.162598
	Iteration 26Q: 3 clusters Score -1108517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1108527.500000 Penalty: 4697.162598
	Iteration 27Q: 3 clusters Score -1108528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1108540.000000 Penalty: 4697.162598
	Iteration 28Q: 3 clusters Score -1108540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1108554.125000 Penalty: 4697.162598
	Iteration 29Q: 3 clusters Score -1108554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1108567.375000 Penalty: 4697.162598
	Iteration 30Q: 3 clusters Score -1108567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1108582.875000 Penalty: 4697.162598
	Iteration 31Q: 3 clusters Score -1108583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1108590.625000 Penalty: 4697.162598
	Iteration 32Q: 3 clusters Score -1108591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1108611.375000 Penalty: 4697.162598
	Iteration 33Q: 3 clusters Score -1108611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1108626.375000 Penalty: 4697.162598
	Iteration 34Q: 3 clusters Score -1108626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1108638.250000 Penalty: 4697.162598
	Iteration 35Q: 3 clusters Score -1108638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1108653.500000 Penalty: 4697.162598
	Iteration 36Q: 3 clusters Score -1108654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1108663.125000 Penalty: 4697.162598
	Iteration 37Q: 3 clusters Score -1108663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1108671.750000 Penalty: 4697.162598
	Iteration 38Q: 3 clusters Score -1108672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1108681.250000 Penalty: 4697.162598
	Iteration 39Q: 3 clusters Score -1108681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1108691.625000 Penalty: 4697.162598
	Iteration 40F: 3 clusters Score -1108692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1108696.750000 Penalty: 4697.162598
	Iteration 41Q: 3 clusters Score -1108697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1108707.125000 Penalty: 4697.162598
	Iteration 42Q: 3 clusters Score -1108707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1108716.500000 Penalty: 4697.162598
	Iteration 43Q: 3 clusters Score -1108716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1108723.625000 Penalty: 4697.162598
	Iteration 44Q: 3 clusters Score -1108724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1108732.625000 Penalty: 4697.162598
	Iteration 45Q: 3 clusters Score -1108733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1108738.000000 Penalty: 4697.162598
	Iteration 46Q: 3 clusters Score -1108738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1108740.500000 Penalty: 4697.162598
	Iteration 47Q: 3 clusters Score -1108740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1108744.375000 Penalty: 4697.162598
	Iteration 48Q: 3 clusters Score -1108744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1108753.125000 Penalty: 4697.162598
	Iteration 49Q: 3 clusters Score -1108753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1108758.625000 Penalty: 4697.162598
	Iteration 50Q: 3 clusters Score -1108759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1108761.375000 Penalty: 4697.162598
	Iteration 51Q: 3 clusters Score -1108761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1108763.000000 Penalty: 4697.162598
	Iteration 52Q: 3 clusters Score -1108763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1108766.375000 Penalty: 4697.162598
	Iteration 53Q: 3 clusters Score -1108766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1108771.500000 Penalty: 4697.162598
	Iteration 54Q: 3 clusters Score -1108772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1108774.750000 Penalty: 4697.162598
	Iteration 55Q: 3 clusters Score -1108775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1108780.375000 Penalty: 4697.162598
	Iteration 56Q: 3 clusters Score -1108780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1108787.875000 Penalty: 4697.162598
	Iteration 57Q: 3 clusters Score -1108788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1108792.125000 Penalty: 4697.162598
	Iteration 58Q: 3 clusters Score -1108792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1108796.625000 Penalty: 4697.162598
	Iteration 59Q: 3 clusters Score -1108797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1108798.000000 Penalty: 4697.162598
	Iteration 60F: 3 clusters Score -1108798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1108796.625000 Penalty: 4697.162598
	Iteration 61Q: 3 clusters Score -1108797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1108797.875000 Penalty: 4697.162598
	Iteration 62Q: 3 clusters Score -1108798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1108802.375000 Penalty: 4697.162598
	Iteration 63Q: 3 clusters Score -1108802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1108805.250000 Penalty: 4697.162598
	Iteration 64Q: 3 clusters Score -1108805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1108805.875000 Penalty: 4697.162598
	Iteration 65Q: 3 clusters Score -1108806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1108806.000000 Penalty: 4697.162598
	Iteration 66Q: 3 clusters Score -1108806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1108805.000000 Penalty: 4697.162598
	Iteration 67Q: 3 clusters Score -1108805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1108802.750000 Penalty: 4697.162598
	Iteration 68Q: 3 clusters Score -1108803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1108803.125000 Penalty: 4697.162598
	Iteration 69Q: 3 clusters Score -1108803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1108804.375000 Penalty: 4697.162598
	Iteration 70Q: 3 clusters Score -1108804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1108805.000000 Penalty: 4697.162598
	Iteration 71Q: 3 clusters Score -1108805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1108803.750000 Penalty: 4697.162598
	Iteration 72Q: 3 clusters Score -1108804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1108805.625000 Penalty: 4697.162598
	Iteration 73Q: 3 clusters Score -1108806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1108806.000000 Penalty: 4697.162598
	Iteration 74Q: 3 clusters Score -1108806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1108805.000000 Penalty: 4697.162598
	Iteration 75Q: 3 clusters Score -1108805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1108808.750000 Penalty: 4697.162598
	Iteration 76Q: 3 clusters Score -1108809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1108807.250000 Penalty: 4697.162598
	Iteration 77Q: 3 clusters Score -1108807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1108807.250000 Penalty: 4697.162598
	Iteration 78F: 3 clusters Score -1108807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Entering Unmasked Estep 
Score: -1976425.125000 Penalty: 2504.116455
	Iteration 0F: 2 clusters Score -1976425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1959509.000000 Penalty: 5008.232910
	Iteration 0F: 3 clusters Score -1959509 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1965526.125000 Penalty: 5008.232910
	Iteration 1F: 3 clusters Score -1965526 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1966007.250000 Penalty: 5008.232910
	Iteration 2F: 3 clusters Score -1966007 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1966525.875000 Penalty: 5008.232910
	Iteration 3Q: 3 clusters Score -1966526 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1967072.750000 Penalty: 5008.232910
	Iteration 4Q: 3 clusters Score -1967073 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1967697.625000 Penalty: 5008.232910
	Iteration 5Q: 3 clusters Score -1967698 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1968454.125000 Penalty: 5008.232910
	Iteration 6F: 3 clusters Score -1968454 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1969281.250000 Penalty: 5008.232910
	Iteration 7F: 3 clusters Score -1969281 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1970185.625000 Penalty: 5008.232910
	Iteration 8F: 3 clusters Score -1970186 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1971040.000000 Penalty: 5008.232910
	Iteration 9F: 3 clusters Score -1971040 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1971704.250000 Penalty: 5008.232910
	Iteration 10Q: 3 clusters Score -1971704 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1972167.500000 Penalty: 5008.232910
	Iteration 11Q: 3 clusters Score -1972168 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1972512.500000 Penalty: 5008.232910
	Iteration 12Q: 3 clusters Score -1972512 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1972737.750000 Penalty: 5008.232910
	Iteration 13Q: 3 clusters Score -1972738 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1972897.250000 Penalty: 5008.232910
	Iteration 14Q: 3 clusters Score -1972897 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1973045.125000 Penalty: 5008.232910
	Iteration 15Q: 3 clusters Score -1973045 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1973160.125000 Penalty: 5008.232910
	Iteration 16Q: 3 clusters Score -1973160 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1973292.625000 Penalty: 5008.232910
	Iteration 17Q: 3 clusters Score -1973293 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -1973424.875000 Penalty: 5008.232910
	Iteration 18Q: 3 clusters Score -1973425 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1973542.750000 Penalty: 5008.232910
	Iteration 19Q: 3 clusters Score -1973543 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1973663.875000 Penalty: 5008.232910
	Iteration 20F: 3 clusters Score -1973664 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1973792.750000 Penalty: 5008.232910
	Iteration 21Q: 3 clusters Score -1973793 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1973935.875000 Penalty: 5008.232910
	Iteration 22Q: 3 clusters Score -1973936 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1974108.250000 Penalty: 5008.232910
	Iteration 23Q: 3 clusters Score -1974108 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1974349.375000 Penalty: 5008.232910
	Iteration 24Q: 3 clusters Score -1974349 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1974624.500000 Penalty: 5008.232910
	Iteration 25Q: 3 clusters Score -1974624 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1974849.500000 Penalty: 5008.232910
	Iteration 26Q: 3 clusters Score -1974850 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1974991.875000 Penalty: 5008.232910
	Iteration 27Q: 3 clusters Score -1974992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -1975088.250000 Penalty: 5008.232910
	Iteration 28Q: 3 clusters Score -1975088 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1975155.500000 Penalty: 5008.232910
	Iteration 29Q: 3 clusters Score -1975156 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1975206.000000 Penalty: 5008.232910
	Iteration 30Q: 3 clusters Score -1975206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -1975257.500000 Penalty: 5008.232910
	Iteration 31Q: 3 clusters Score -1975258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1975296.250000 Penalty: 5008.232910
	Iteration 32Q: 3 clusters Score -1975296 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -1975334.875000 Penalty: 5008.232910
	Iteration 33Q: 3 clusters Score -1975335 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1975367.125000 Penalty: 5008.232910
	Iteration 34Q: 3 clusters Score -1975367 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -1975389.625000 Penalty: 5008.232910
	Iteration 35Q: 3 clusters Score -1975390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -1975415.625000 Penalty: 5008.232910
	Iteration 36Q: 3 clusters Score -1975416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -1975432.375000 Penalty: 5008.232910
	Iteration 37Q: 3 clusters Score -1975432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1975447.625000 Penalty: 5008.232910
	Iteration 38Q: 3 clusters Score -1975448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -1975471.375000 Penalty: 5008.232910
	Iteration 39Q: 3 clusters Score -1975471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1975481.125000 Penalty: 5008.232910
	Iteration 40F: 3 clusters Score -1975481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1975487.125000 Penalty: 5008.232910
	Iteration 41Q: 3 clusters Score -1975487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1975499.625000 Penalty: 5008.232910
	Iteration 42Q: 3 clusters Score -1975500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -1975509.625000 Penalty: 5008.232910
	Iteration 43Q: 3 clusters Score -1975510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1975509.250000 Penalty: 5008.232910
	Iteration 44Q: 3 clusters Score -1975509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1975521.625000 Penalty: 5008.232910
	Iteration 45Q: 3 clusters Score -1975522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1975527.250000 Penalty: 5008.232910
	Iteration 46Q: 3 clusters Score -1975527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -1975526.500000 Penalty: 5008.232910
	Iteration 47Q: 3 clusters Score -1975526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1975534.250000 Penalty: 5008.232910
	Iteration 48Q: 3 clusters Score -1975534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -1975536.125000 Penalty: 5008.232910
	Iteration 49Q: 3 clusters Score -1975536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -1975538.000000 Penalty: 5008.232910
	Iteration 50Q: 3 clusters Score -1975538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -1975539.375000 Penalty: 5008.232910
	Iteration 51Q: 3 clusters Score -1975539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -1975544.500000 Penalty: 5008.232910
	Iteration 52Q: 3 clusters Score -1975544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1975545.000000 Penalty: 5008.232910
	Iteration 53Q: 3 clusters Score -1975545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1975546.375000 Penalty: 5008.232910
	Iteration 54Q: 3 clusters Score -1975546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -1975545.500000 Penalty: 5008.232910
	Iteration 55Q: 3 clusters Score -1975546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -1975549.625000 Penalty: 5008.232910
	Iteration 56Q: 3 clusters Score -1975550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -1975554.250000 Penalty: 5008.232910
	Iteration 57Q: 3 clusters Score -1975554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -1975553.750000 Penalty: 5008.232910
	Iteration 58Q: 3 clusters Score -1975554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1975553.375000 Penalty: 5008.232910
	Iteration 59Q: 3 clusters Score -1975553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -1975552.250000 Penalty: 5008.232910
	Iteration 60F: 3 clusters Score -1975552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -1975558.000000 Penalty: 5008.232910
	Iteration 61Q: 3 clusters Score -1975558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -1975558.625000 Penalty: 5008.232910
	Iteration 62Q: 3 clusters Score -1975559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1975557.625000 Penalty: 5008.232910
	Iteration 63Q: 3 clusters Score -1975558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -1975559.750000 Penalty: 5008.232910
	Iteration 64Q: 3 clusters Score -1975560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1975558.625000 Penalty: 5008.232910
	Iteration 65Q: 3 clusters Score -1975559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1975558.625000 Penalty: 5008.232910
	Iteration 66F: 3 clusters Score -1975559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -500459.781250 Penalty: 2195.034912
	Iteration 0F: 2 clusters Score -500459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -494662.406250 Penalty: 4390.069824
	Iteration 0F: 3 clusters Score -494662.4 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -496367.593750 Penalty: 4390.069824
	Iteration 1F: 3 clusters Score -496367.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -496912.406250 Penalty: 4390.069824
	Iteration 2F: 3 clusters Score -496912.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -497464.937500 Penalty: 4390.069824
	Iteration 3F: 3 clusters Score -497464.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -498061.656250 Penalty: 4390.069824
	Iteration 4F: 3 clusters Score -498061.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -498633.031250 Penalty: 4390.069824
	Iteration 5F: 3 clusters Score -498633 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -499047.031250 Penalty: 4390.069824
	Iteration 6F: 3 clusters Score -499047 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -499329.468750 Penalty: 4390.069824
	Iteration 7F: 3 clusters Score -499329.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -499544.718750 Penalty: 4390.069824
	Iteration 8Q: 3 clusters Score -499544.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -499722.906250 Penalty: 4390.069824
	Iteration 9Q: 3 clusters Score -499722.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -499859.531250 Penalty: 4390.069824
	Iteration 10Q: 3 clusters Score -499859.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -499954.062500 Penalty: 4390.069824
	Iteration 11Q: 3 clusters Score -499954.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -500013.000000 Penalty: 4390.069824
	Iteration 12Q: 3 clusters Score -500013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -500048.562500 Penalty: 4390.069824
	Iteration 13Q: 3 clusters Score -500048.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -500074.406250 Penalty: 4390.069824
	Iteration 14Q: 3 clusters Score -500074.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -500094.562500 Penalty: 4390.069824
	Iteration 15Q: 3 clusters Score -500094.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -500120.031250 Penalty: 4390.069824
	Iteration 16Q: 3 clusters Score -500120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -500135.312500 Penalty: 4390.069824
	Iteration 17Q: 3 clusters Score -500135.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -500149.187500 Penalty: 4390.069824
	Iteration 18Q: 3 clusters Score -500149.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -500159.937500 Penalty: 4390.069824
	Iteration 19Q: 3 clusters Score -500159.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -500167.781250 Penalty: 4390.069824
	Iteration 20F: 3 clusters Score -500167.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -500176.593750 Penalty: 4390.069824
	Iteration 21Q: 3 clusters Score -500176.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -500182.843750 Penalty: 4390.069824
	Iteration 22Q: 3 clusters Score -500182.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -500187.562500 Penalty: 4390.069824
	Iteration 23Q: 3 clusters Score -500187.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -500191.000000 Penalty: 4390.069824
	Iteration 24Q: 3 clusters Score -500191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -500194.500000 Penalty: 4390.069824
	Iteration 25Q: 3 clusters Score -500194.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -500200.812500 Penalty: 4390.069824
	Iteration 26Q: 3 clusters Score -500200.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -500209.000000 Penalty: 4390.069824
	Iteration 27Q: 3 clusters Score -500209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -500214.937500 Penalty: 4390.069824
	Iteration 28Q: 3 clusters Score -500214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -500218.968750 Penalty: 4390.069824
	Iteration 29Q: 3 clusters Score -500219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -500220.375000 Penalty: 4390.069824
	Iteration 30Q: 3 clusters Score -500220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -500222.343750 Penalty: 4390.069824
	Iteration 31Q: 3 clusters Score -500222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -500222.250000 Penalty: 4390.069824
	Iteration 32Q: 3 clusters Score -500222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -500222.437500 Penalty: 4390.069824
	Iteration 33Q: 3 clusters Score -500222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -500222.312500 Penalty: 4390.069824
	Iteration 34Q: 3 clusters Score -500222.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -500222.312500 Penalty: 4390.069824
	Iteration 35F: 3 clusters Score -500222.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (415570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415570 members 
Entering Unmasked Estep 
Score: -36701556.000000 Penalty: 3208.476807
	Iteration 0F: 2 clusters Score -3.670156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207684 members 
Mstep: Class 2 contains 207886 members 
Entering Unmasked Estep 
Score: -36422028.000000 Penalty: 6416.953613
	Iteration 0F: 3 clusters Score -3.642203e+07 nChanged 202484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203460 members 
Mstep: Class 2 contains 212110 members 
Entering Unmasked Estep 
Score: -36543208.000000 Penalty: 6416.953613
	Iteration 1F: 3 clusters Score -3.654321e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200355 members 
Mstep: Class 2 contains 215215 members 
Entering Unmasked Estep 
Score: -36544964.000000 Penalty: 6416.953613
	Iteration 2Q: 3 clusters Score -3.654496e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195501 members 
Mstep: Class 2 contains 220069 members 
Entering Unmasked Estep 
Score: -36547588.000000 Penalty: 6416.953613
	Iteration 3Q: 3 clusters Score -3.654759e+07 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187924 members 
Mstep: Class 2 contains 227646 members 
Entering Unmasked Estep 
Score: -36551576.000000 Penalty: 6416.953613
	Iteration 4Q: 3 clusters Score -3.655158e+07 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176139 members 
Mstep: Class 2 contains 239431 members 
Entering Unmasked Estep 
Score: -36557612.000000 Penalty: 6416.953613
	Iteration 5Q: 3 clusters Score -3.655761e+07 nChanged 22271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158920 members 
Mstep: Class 2 contains 256650 members 
Entering Unmasked Estep 
Score: -36568776.000000 Penalty: 6416.953613
	Iteration 6F: 3 clusters Score -3.656878e+07 nChanged 27258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135606 members 
Mstep: Class 2 contains 279964 members 
Entering Unmasked Estep 
Score: -36584924.000000 Penalty: 6416.953613
	Iteration 7F: 3 clusters Score -3.658492e+07 nChanged 30717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107369 members 
Mstep: Class 2 contains 308201 members 
Entering Unmasked Estep 
Score: -36606692.000000 Penalty: 6416.953613
	Iteration 8F: 3 clusters Score -3.660669e+07 nChanged 31222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 338177 members 
Entering Unmasked Estep 
Score: -36631028.000000 Penalty: 6416.953613
	Iteration 9F: 3 clusters Score -3.663103e+07 nChanged 27697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 365518 members 
Entering Unmasked Estep 
Score: -36654376.000000 Penalty: 6416.953613
	Iteration 10F: 3 clusters Score -3.665438e+07 nChanged 21273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 386673 members 
Entering Unmasked Estep 
Score: -36672672.000000 Penalty: 6416.953613
	Iteration 11F: 3 clusters Score -3.667267e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 401163 members 
Entering Unmasked Estep 
Score: -36685772.000000 Penalty: 6416.953613
	Iteration 12Q: 3 clusters Score -3.668577e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 409428 members 
Entering Unmasked Estep 
Score: -36693328.000000 Penalty: 6416.953613
	Iteration 13Q: 3 clusters Score -3.669333e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 413209 members 
Entering Unmasked Estep 
Score: -36696608.000000 Penalty: 6416.953613
	Iteration 14Q: 3 clusters Score -3.669661e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 414506 members 
Entering Unmasked Estep 
Score: -36697764.000000 Penalty: 6416.953613
	Iteration 15Q: 3 clusters Score -3.669776e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 414937 members 
Entering Unmasked Estep 
Score: -36698248.000000 Penalty: 6416.953613
	Iteration 16Q: 3 clusters Score -3.669825e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 415076 members 
Entering Unmasked Estep 
Score: -36698548.000000 Penalty: 6416.953613
	Iteration 17Q: 3 clusters Score -3.669855e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 415124 members 
Entering Unmasked Estep 
Score: -36698624.000000 Penalty: 6416.953613
	Iteration 18Q: 3 clusters Score -3.669862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 415148 members 
Entering Unmasked Estep 
Score: -36698708.000000 Penalty: 6416.953613
	Iteration 19Q: 3 clusters Score -3.669871e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 415158 members 
Entering Unmasked Estep 
Score: -36698740.000000 Penalty: 6416.953613
	Iteration 20F: 3 clusters Score -3.669874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 415164 members 
Entering Unmasked Estep 
Score: -36698804.000000 Penalty: 6416.953613
	Iteration 21Q: 3 clusters Score -3.66988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 415165 members 
Entering Unmasked Estep 
Score: -36698804.000000 Penalty: 6416.953613
	Iteration 22Q: 3 clusters Score -3.66988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 415169 members 
Entering Unmasked Estep 
Score: -36698840.000000 Penalty: 6416.953613
	Iteration 23Q: 3 clusters Score -3.669884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 415167 members 
Entering Unmasked Estep 
Score: -36698844.000000 Penalty: 6416.953613
	Iteration 24Q: 3 clusters Score -3.669884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 415167 members 
Entering Unmasked Estep 
Score: -36698836.000000 Penalty: 6416.953613
	Iteration 25Q: 3 clusters Score -3.669884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 415166 members 
Entering Unmasked Estep 
Score: -36698848.000000 Penalty: 6416.953613
	Iteration 26Q: 3 clusters Score -3.669885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 415159 members 
Entering Unmasked Estep 
Score: -36698848.000000 Penalty: 6416.953613
	Iteration 27Q: 3 clusters Score -3.669885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 415154 members 
Entering Unmasked Estep 
Score: -36698868.000000 Penalty: 6416.953613
	Iteration 28Q: 3 clusters Score -3.669887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 415153 members 
Entering Unmasked Estep 
Score: -36698880.000000 Penalty: 6416.953613
	Iteration 29Q: 3 clusters Score -3.669888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 415151 members 
Entering Unmasked Estep 
Score: -36698888.000000 Penalty: 6416.953613
	Iteration 30Q: 3 clusters Score -3.669889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 415150 members 
Entering Unmasked Estep 
Score: -36698884.000000 Penalty: 6416.953613
	Iteration 31Q: 3 clusters Score -3.669888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 415149 members 
Entering Unmasked Estep 
Score: -36698900.000000 Penalty: 6416.953613
	Iteration 32Q: 3 clusters Score -3.66989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415146 members 
Entering Unmasked Estep 
Score: -36698872.000000 Penalty: 6416.953613
	Iteration 33Q: 3 clusters Score -3.669887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415146 members 
Entering Unmasked Estep 
Score: -36698868.000000 Penalty: 6416.953613
	Iteration 34Q: 3 clusters Score -3.669887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415143 members 
Entering Unmasked Estep 
Score: -36698884.000000 Penalty: 6416.953613
	Iteration 35Q: 3 clusters Score -3.669888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415143 members 
Entering Unmasked Estep 
Score: -36698892.000000 Penalty: 6416.953613
	Iteration 36Q: 3 clusters Score -3.669889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415143 members 
Entering Unmasked Estep 
Score: -36698904.000000 Penalty: 6416.953613
	Iteration 37Q: 3 clusters Score -3.66989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 415141 members 
Entering Unmasked Estep 
Score: -36698880.000000 Penalty: 6416.953613
	Iteration 38Q: 3 clusters Score -3.669888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 415141 members 
Entering Unmasked Estep 
Score: -36698880.000000 Penalty: 6416.953613
	Iteration 39F: 3 clusters Score -3.669888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Entering Unmasked Estep 
Score: -1421563.875000 Penalty: 2407.513672
	Iteration 0F: 2 clusters Score -1421564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1409778.500000 Penalty: 4815.027344
	Iteration 0F: 3 clusters Score -1409778 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1413666.750000 Penalty: 4815.027344
	Iteration 1F: 3 clusters Score -1413667 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1414065.000000 Penalty: 4815.027344
	Iteration 2F: 3 clusters Score -1414065 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1414469.375000 Penalty: 4815.027344
	Iteration 3F: 3 clusters Score -1414469 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1414913.750000 Penalty: 4815.027344
	Iteration 4F: 3 clusters Score -1414914 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1415395.375000 Penalty: 4815.027344
	Iteration 5Q: 3 clusters Score -1415395 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1415947.125000 Penalty: 4815.027344
	Iteration 6F: 3 clusters Score -1415947 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1416515.750000 Penalty: 4815.027344
	Iteration 7F: 3 clusters Score -1416516 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1417067.500000 Penalty: 4815.027344
	Iteration 8F: 3 clusters Score -1417068 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1417522.750000 Penalty: 4815.027344
	Iteration 9Q: 3 clusters Score -1417523 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1417868.500000 Penalty: 4815.027344
	Iteration 10Q: 3 clusters Score -1417868 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1418160.250000 Penalty: 4815.027344
	Iteration 11Q: 3 clusters Score -1418160 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1418428.250000 Penalty: 4815.027344
	Iteration 12Q: 3 clusters Score -1418428 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1418716.000000 Penalty: 4815.027344
	Iteration 13Q: 3 clusters Score -1418716 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1418963.625000 Penalty: 4815.027344
	Iteration 14Q: 3 clusters Score -1418964 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1419138.750000 Penalty: 4815.027344
	Iteration 15Q: 3 clusters Score -1419139 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1419265.750000 Penalty: 4815.027344
	Iteration 16Q: 3 clusters Score -1419266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1419372.125000 Penalty: 4815.027344
	Iteration 17Q: 3 clusters Score -1419372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1419457.500000 Penalty: 4815.027344
	Iteration 18Q: 3 clusters Score -1419458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1419517.500000 Penalty: 4815.027344
	Iteration 19Q: 3 clusters Score -1419518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1419559.000000 Penalty: 4815.027344
	Iteration 20F: 3 clusters Score -1419559 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1419582.500000 Penalty: 4815.027344
	Iteration 21Q: 3 clusters Score -1419582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1419608.750000 Penalty: 4815.027344
	Iteration 22Q: 3 clusters Score -1419609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1419629.250000 Penalty: 4815.027344
	Iteration 23Q: 3 clusters Score -1419629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1419638.375000 Penalty: 4815.027344
	Iteration 24Q: 3 clusters Score -1419638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1419641.625000 Penalty: 4815.027344
	Iteration 25Q: 3 clusters Score -1419642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1419647.750000 Penalty: 4815.027344
	Iteration 26Q: 3 clusters Score -1419648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1419653.625000 Penalty: 4815.027344
	Iteration 27Q: 3 clusters Score -1419654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1419653.875000 Penalty: 4815.027344
	Iteration 28Q: 3 clusters Score -1419654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1419654.625000 Penalty: 4815.027344
	Iteration 29Q: 3 clusters Score -1419655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1419655.000000 Penalty: 4815.027344
	Iteration 30Q: 3 clusters Score -1419655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1419655.500000 Penalty: 4815.027344
	Iteration 31Q: 3 clusters Score -1419656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1419657.375000 Penalty: 4815.027344
	Iteration 32Q: 3 clusters Score -1419657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1419657.875000 Penalty: 4815.027344
	Iteration 33Q: 3 clusters Score -1419658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1419664.125000 Penalty: 4815.027344
	Iteration 34Q: 3 clusters Score -1419664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1419664.625000 Penalty: 4815.027344
	Iteration 35Q: 3 clusters Score -1419665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1419667.000000 Penalty: 4815.027344
	Iteration 36Q: 3 clusters Score -1419667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1419668.750000 Penalty: 4815.027344
	Iteration 37Q: 3 clusters Score -1419669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1419672.875000 Penalty: 4815.027344
	Iteration 38Q: 3 clusters Score -1419673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1419673.500000 Penalty: 4815.027344
	Iteration 39Q: 3 clusters Score -1419674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1419672.000000 Penalty: 4815.027344
	Iteration 40F: 3 clusters Score -1419672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1419673.125000 Penalty: 4815.027344
	Iteration 41Q: 3 clusters Score -1419673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1419673.125000 Penalty: 4815.027344
	Iteration 42F: 3 clusters Score -1419673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (329635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329635 members 
Entering Unmasked Estep 
Score: -29099100.000000 Penalty: 3151.023682
	Iteration 0F: 2 clusters Score -2.90991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -28877906.000000 Penalty: 6302.047363
	Iteration 0F: 3 clusters Score -2.887791e+07 nChanged 160084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172935 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -28973044.000000 Penalty: 6302.047363
	Iteration 1F: 3 clusters Score -2.897304e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177586 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -28975056.000000 Penalty: 6302.047363
	Iteration 2Q: 3 clusters Score -2.897506e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184725 members 
Mstep: Class 2 contains 144910 members 
Entering Unmasked Estep 
Score: -28978324.000000 Penalty: 6302.047363
	Iteration 3Q: 3 clusters Score -2.897832e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195526 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -28983268.000000 Penalty: 6302.047363
	Iteration 4Q: 3 clusters Score -2.898327e+07 nChanged 16601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211373 members 
Mstep: Class 2 contains 118262 members 
Entering Unmasked Estep 
Score: -28992668.000000 Penalty: 6302.047363
	Iteration 5F: 3 clusters Score -2.899267e+07 nChanged 22185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233318 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -29008384.000000 Penalty: 6302.047363
	Iteration 6F: 3 clusters Score -2.900838e+07 nChanged 27355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260649 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -29031814.000000 Penalty: 6302.047363
	Iteration 7F: 3 clusters Score -2.903181e+07 nChanged 28159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288804 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -29058344.000000 Penalty: 6302.047363
	Iteration 8F: 3 clusters Score -2.905834e+07 nChanged 21683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310487 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -29079284.000000 Penalty: 6302.047363
	Iteration 9F: 3 clusters Score -2.907928e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322310 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -29090186.000000 Penalty: 6302.047363
	Iteration 10Q: 3 clusters Score -2.909019e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327019 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -29094286.000000 Penalty: 6302.047363
	Iteration 11Q: 3 clusters Score -2.909429e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328536 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -29095604.000000 Penalty: 6302.047363
	Iteration 12Q: 3 clusters Score -2.90956e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328954 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29095920.000000 Penalty: 6302.047363
	Iteration 13Q: 3 clusters Score -2.909592e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329094 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29096084.000000 Penalty: 6302.047363
	Iteration 14Q: 3 clusters Score -2.909608e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329154 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -29096160.000000 Penalty: 6302.047363
	Iteration 15Q: 3 clusters Score -2.909616e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329183 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -29096202.000000 Penalty: 6302.047363
	Iteration 16Q: 3 clusters Score -2.90962e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329206 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -29096236.000000 Penalty: 6302.047363
	Iteration 17Q: 3 clusters Score -2.909624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329222 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -29096292.000000 Penalty: 6302.047363
	Iteration 18Q: 3 clusters Score -2.909629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329231 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -29096260.000000 Penalty: 6302.047363
	Iteration 19Q: 3 clusters Score -2.909626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329239 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -29096264.000000 Penalty: 6302.047363
	Iteration 20F: 3 clusters Score -2.909626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329246 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29096294.000000 Penalty: 6302.047363
	Iteration 21Q: 3 clusters Score -2.909629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329251 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29096316.000000 Penalty: 6302.047363
	Iteration 22Q: 3 clusters Score -2.909632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329256 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29096304.000000 Penalty: 6302.047363
	Iteration 23Q: 3 clusters Score -2.90963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329259 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29096320.000000 Penalty: 6302.047363
	Iteration 24Q: 3 clusters Score -2.909632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -29096310.000000 Penalty: 6302.047363
	Iteration 25Q: 3 clusters Score -2.909631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29096318.000000 Penalty: 6302.047363
	Iteration 26Q: 3 clusters Score -2.909632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329263 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -29096320.000000 Penalty: 6302.047363
	Iteration 27Q: 3 clusters Score -2.909632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29096316.000000 Penalty: 6302.047363
	Iteration 28Q: 3 clusters Score -2.909632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29096316.000000 Penalty: 6302.047363
	Iteration 29F: 3 clusters Score -2.909632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -197684.390625 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -197684.4 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 1205 members 
Entering Unmasked Estep 
Score: -194811.968750 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -194812 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -195370.609375 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -195370.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -195519.984375 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -195520 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -195613.046875 Penalty: 3848.768555
	Iteration 3Q: 3 clusters Score -195613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -195673.828125 Penalty: 3848.768555
	Iteration 4Q: 3 clusters Score -195673.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -195726.984375 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -195727 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -195775.484375 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -195775.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -195814.218750 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -195814.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -195859.156250 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -195859.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -195908.468750 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -195908.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -195962.093750 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -195962.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -196008.171875 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -196008.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -196054.843750 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -196054.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -196106.312500 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -196106.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -196159.812500 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -196159.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -196188.515625 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -196188.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -196203.890625 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -196203.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -196220.656250 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -196220.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -196232.312500 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -196232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -196238.593750 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -196238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -196243.234375 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -196243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -196243.578125 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -196243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -196244.953125 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -196245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -196245.281250 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -196245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -196245.281250 Penalty: 3848.768555
	Iteration 24F: 3 clusters Score -196245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -523210.093750 Penalty: 2180.514648
	Iteration 0F: 2 clusters Score -523210.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -517733.281250 Penalty: 4361.029297
	Iteration 0F: 3 clusters Score -517733.3 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -519270.906250 Penalty: 4361.029297
	Iteration 1F: 3 clusters Score -519270.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -519738.937500 Penalty: 4361.029297
	Iteration 2F: 3 clusters Score -519738.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -520194.781250 Penalty: 4361.029297
	Iteration 3F: 3 clusters Score -520194.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -520575.125000 Penalty: 4361.029297
	Iteration 4F: 3 clusters Score -520575.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -520815.218750 Penalty: 4361.029297
	Iteration 5F: 3 clusters Score -520815.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -520974.468750 Penalty: 4361.029297
	Iteration 6Q: 3 clusters Score -520974.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -521119.281250 Penalty: 4361.029297
	Iteration 7Q: 3 clusters Score -521119.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -521239.093750 Penalty: 4361.029297
	Iteration 8Q: 3 clusters Score -521239.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -521368.625000 Penalty: 4361.029297
	Iteration 9Q: 3 clusters Score -521368.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -521529.500000 Penalty: 4361.029297
	Iteration 10Q: 3 clusters Score -521529.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -521681.250000 Penalty: 4361.029297
	Iteration 11Q: 3 clusters Score -521681.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -521821.375000 Penalty: 4361.029297
	Iteration 12Q: 3 clusters Score -521821.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -521958.937500 Penalty: 4361.029297
	Iteration 13Q: 3 clusters Score -521958.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -522058.562500 Penalty: 4361.029297
	Iteration 14Q: 3 clusters Score -522058.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -522120.843750 Penalty: 4361.029297
	Iteration 15Q: 3 clusters Score -522120.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -522164.968750 Penalty: 4361.029297
	Iteration 16Q: 3 clusters Score -522165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -522197.593750 Penalty: 4361.029297
	Iteration 17Q: 3 clusters Score -522197.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -522225.406250 Penalty: 4361.029297
	Iteration 18Q: 3 clusters Score -522225.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -522250.625000 Penalty: 4361.029297
	Iteration 19Q: 3 clusters Score -522250.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -522275.750000 Penalty: 4361.029297
	Iteration 20F: 3 clusters Score -522275.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -522293.156250 Penalty: 4361.029297
	Iteration 21Q: 3 clusters Score -522293.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -522312.000000 Penalty: 4361.029297
	Iteration 22Q: 3 clusters Score -522312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -522329.375000 Penalty: 4361.029297
	Iteration 23Q: 3 clusters Score -522329.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -522347.500000 Penalty: 4361.029297
	Iteration 24Q: 3 clusters Score -522347.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -522361.906250 Penalty: 4361.029297
	Iteration 25Q: 3 clusters Score -522361.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -522373.875000 Penalty: 4361.029297
	Iteration 26Q: 3 clusters Score -522373.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -522383.000000 Penalty: 4361.029297
	Iteration 27Q: 3 clusters Score -522383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -522390.218750 Penalty: 4361.029297
	Iteration 28Q: 3 clusters Score -522390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -522396.625000 Penalty: 4361.029297
	Iteration 29Q: 3 clusters Score -522396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -522397.500000 Penalty: 4361.029297
	Iteration 30Q: 3 clusters Score -522397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -522398.500000 Penalty: 4361.029297
	Iteration 31Q: 3 clusters Score -522398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -522398.500000 Penalty: 4361.029297
	Iteration 32F: 3 clusters Score -522398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Entering Unmasked Estep 
Score: -1995144.375000 Penalty: 2485.528564
	Iteration 0F: 2 clusters Score -1995144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1979400.625000 Penalty: 4971.057129
	Iteration 0F: 3 clusters Score -1979401 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1984841.125000 Penalty: 4971.057129
	Iteration 1F: 3 clusters Score -1984841 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1985310.500000 Penalty: 4971.057129
	Iteration 2F: 3 clusters Score -1985310 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1985807.000000 Penalty: 4971.057129
	Iteration 3F: 3 clusters Score -1985807 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1986396.000000 Penalty: 4971.057129
	Iteration 4F: 3 clusters Score -1986396 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1987175.750000 Penalty: 4971.057129
	Iteration 5F: 3 clusters Score -1987176 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1988271.750000 Penalty: 4971.057129
	Iteration 6F: 3 clusters Score -1988272 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1989654.250000 Penalty: 4971.057129
	Iteration 7F: 3 clusters Score -1989654 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1990980.125000 Penalty: 4971.057129
	Iteration 8F: 3 clusters Score -1990980 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1991888.250000 Penalty: 4971.057129
	Iteration 9Q: 3 clusters Score -1991888 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1992370.500000 Penalty: 4971.057129
	Iteration 10Q: 3 clusters Score -1992370 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1992629.250000 Penalty: 4971.057129
	Iteration 11Q: 3 clusters Score -1992629 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1992778.875000 Penalty: 4971.057129
	Iteration 12Q: 3 clusters Score -1992779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1992851.375000 Penalty: 4971.057129
	Iteration 13Q: 3 clusters Score -1992851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1992897.000000 Penalty: 4971.057129
	Iteration 14Q: 3 clusters Score -1992897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1992936.125000 Penalty: 4971.057129
	Iteration 15Q: 3 clusters Score -1992936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1992960.500000 Penalty: 4971.057129
	Iteration 16Q: 3 clusters Score -1992960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1992981.750000 Penalty: 4971.057129
	Iteration 17Q: 3 clusters Score -1992982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1992994.250000 Penalty: 4971.057129
	Iteration 18Q: 3 clusters Score -1992994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1992998.875000 Penalty: 4971.057129
	Iteration 19Q: 3 clusters Score -1992999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1993004.000000 Penalty: 4971.057129
	Iteration 20F: 3 clusters Score -1993004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1993005.250000 Penalty: 4971.057129
	Iteration 21Q: 3 clusters Score -1993005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1993009.000000 Penalty: 4971.057129
	Iteration 22Q: 3 clusters Score -1993009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1993013.625000 Penalty: 4971.057129
	Iteration 23Q: 3 clusters Score -1993014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1993013.625000 Penalty: 4971.057129
	Iteration 24F: 3 clusters Score -1993014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Entering Unmasked Estep 
Score: -2263857.250000 Penalty: 2522.823242
	Iteration 0F: 2 clusters Score -2263857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2245837.500000 Penalty: 5045.646484
	Iteration 0F: 3 clusters Score -2245838 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2252238.250000 Penalty: 5045.646484
	Iteration 1F: 3 clusters Score -2252238 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2252729.500000 Penalty: 5045.646484
	Iteration 2F: 3 clusters Score -2252730 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2253202.250000 Penalty: 5045.646484
	Iteration 3Q: 3 clusters Score -2253202 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2253742.250000 Penalty: 5045.646484
	Iteration 4Q: 3 clusters Score -2253742 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2254442.250000 Penalty: 5045.646484
	Iteration 5Q: 3 clusters Score -2254442 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2255395.750000 Penalty: 5045.646484
	Iteration 6F: 3 clusters Score -2255396 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2256793.000000 Penalty: 5045.646484
	Iteration 7F: 3 clusters Score -2256793 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2258372.750000 Penalty: 5045.646484
	Iteration 8F: 3 clusters Score -2258373 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2259636.000000 Penalty: 5045.646484
	Iteration 9F: 3 clusters Score -2259636 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2260504.250000 Penalty: 5045.646484
	Iteration 10Q: 3 clusters Score -2260504 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2261035.250000 Penalty: 5045.646484
	Iteration 11Q: 3 clusters Score -2261035 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2261353.500000 Penalty: 5045.646484
	Iteration 12Q: 3 clusters Score -2261354 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2261496.250000 Penalty: 5045.646484
	Iteration 13Q: 3 clusters Score -2261496 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2261574.000000 Penalty: 5045.646484
	Iteration 14Q: 3 clusters Score -2261574 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2261617.000000 Penalty: 5045.646484
	Iteration 15Q: 3 clusters Score -2261617 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2261648.250000 Penalty: 5045.646484
	Iteration 16Q: 3 clusters Score -2261648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2261666.500000 Penalty: 5045.646484
	Iteration 17Q: 3 clusters Score -2261666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2261680.250000 Penalty: 5045.646484
	Iteration 18Q: 3 clusters Score -2261680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2261695.250000 Penalty: 5045.646484
	Iteration 19Q: 3 clusters Score -2261695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2261703.750000 Penalty: 5045.646484
	Iteration 20F: 3 clusters Score -2261704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2261710.750000 Penalty: 5045.646484
	Iteration 21Q: 3 clusters Score -2261711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2261717.750000 Penalty: 5045.646484
	Iteration 22Q: 3 clusters Score -2261718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2261720.250000 Penalty: 5045.646484
	Iteration 23Q: 3 clusters Score -2261720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2261720.250000 Penalty: 5045.646484
	Iteration 24Q: 3 clusters Score -2261720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2261724.500000 Penalty: 5045.646484
	Iteration 25Q: 3 clusters Score -2261724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2261723.750000 Penalty: 5045.646484
	Iteration 26Q: 3 clusters Score -2261724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2261726.750000 Penalty: 5045.646484
	Iteration 27Q: 3 clusters Score -2261727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2261728.000000 Penalty: 5045.646484
	Iteration 28Q: 3 clusters Score -2261728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2261727.000000 Penalty: 5045.646484
	Iteration 29Q: 3 clusters Score -2261727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2261730.500000 Penalty: 5045.646484
	Iteration 30Q: 3 clusters Score -2261730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2261733.500000 Penalty: 5045.646484
	Iteration 31Q: 3 clusters Score -2261734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2261731.750000 Penalty: 5045.646484
	Iteration 32Q: 3 clusters Score -2261732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2261732.250000 Penalty: 5045.646484
	Iteration 33Q: 3 clusters Score -2261732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2261735.500000 Penalty: 5045.646484
	Iteration 34Q: 3 clusters Score -2261736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2261735.750000 Penalty: 5045.646484
	Iteration 35Q: 3 clusters Score -2261736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2261735.750000 Penalty: 5045.646484
	Iteration 36Q: 3 clusters Score -2261736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2261738.250000 Penalty: 5045.646484
	Iteration 37Q: 3 clusters Score -2261738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2261741.000000 Penalty: 5045.646484
	Iteration 38Q: 3 clusters Score -2261741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2261737.750000 Penalty: 5045.646484
	Iteration 39Q: 3 clusters Score -2261738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2261735.000000 Penalty: 5045.646484
	Iteration 40F: 3 clusters Score -2261735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2261739.500000 Penalty: 5045.646484
	Iteration 41Q: 3 clusters Score -2261740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2261739.500000 Penalty: 5045.646484
	Iteration 42Q: 3 clusters Score -2261740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2261739.500000 Penalty: 5045.646484
	Iteration 43F: 3 clusters Score -2261740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -254715.046875 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -254715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -251424.312500 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -251424.3 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -252133.156250 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -252133.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -252365.687500 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -252365.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -252543.671875 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -252543.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -252689.062500 Penalty: 3983.405762
	Iteration 4F: 3 clusters Score -252689.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -252805.937500 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -252805.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -252893.031250 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -252893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -252976.015625 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -252976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -253055.781250 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -253055.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -253134.296875 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -253134.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -253203.421875 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -253203.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -253280.890625 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -253280.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -253352.921875 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -253352.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -253417.984375 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -253418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253478.453125 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -253478.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -253510.796875 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -253510.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -253526.375000 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -253526.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -253535.703125 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -253535.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -253539.093750 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -253539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253541.859375 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -253541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -253545.015625 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -253545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -253547.187500 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -253547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -253548.500000 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -253548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -253548.671875 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -253548.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -253548.671875 Penalty: 3983.405762
	Iteration 24F: 3 clusters Score -253548.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1365185.750000 Penalty: 2384.703125
	Iteration 0F: 2 clusters Score -1365186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1354252.000000 Penalty: 4769.406250
	Iteration 0F: 3 clusters Score -1354252 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1357691.000000 Penalty: 4769.406250
	Iteration 1F: 3 clusters Score -1357691 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1358017.000000 Penalty: 4769.406250
	Iteration 2F: 3 clusters Score -1358017 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1358288.750000 Penalty: 4769.406250
	Iteration 3Q: 3 clusters Score -1358289 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1358523.750000 Penalty: 4769.406250
	Iteration 4Q: 3 clusters Score -1358524 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1358755.250000 Penalty: 4769.406250
	Iteration 5Q: 3 clusters Score -1358755 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1358994.375000 Penalty: 4769.406250
	Iteration 6Q: 3 clusters Score -1358994 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1359315.375000 Penalty: 4769.406250
	Iteration 7Q: 3 clusters Score -1359315 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1359705.250000 Penalty: 4769.406250
	Iteration 8Q: 3 clusters Score -1359705 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1360229.000000 Penalty: 4769.406250
	Iteration 9F: 3 clusters Score -1360229 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1360816.125000 Penalty: 4769.406250
	Iteration 10F: 3 clusters Score -1360816 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1361440.875000 Penalty: 4769.406250
	Iteration 11F: 3 clusters Score -1361441 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1362000.500000 Penalty: 4769.406250
	Iteration 12Q: 3 clusters Score -1362000 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1362394.000000 Penalty: 4769.406250
	Iteration 13Q: 3 clusters Score -1362394 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1362629.875000 Penalty: 4769.406250
	Iteration 14Q: 3 clusters Score -1362630 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1362784.125000 Penalty: 4769.406250
	Iteration 15Q: 3 clusters Score -1362784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1362862.250000 Penalty: 4769.406250
	Iteration 16Q: 3 clusters Score -1362862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1362919.125000 Penalty: 4769.406250
	Iteration 17Q: 3 clusters Score -1362919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1362952.750000 Penalty: 4769.406250
	Iteration 18Q: 3 clusters Score -1362953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1362970.500000 Penalty: 4769.406250
	Iteration 19Q: 3 clusters Score -1362970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1362984.250000 Penalty: 4769.406250
	Iteration 20F: 3 clusters Score -1362984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1362985.000000 Penalty: 4769.406250
	Iteration 21Q: 3 clusters Score -1362985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1362989.500000 Penalty: 4769.406250
	Iteration 22Q: 3 clusters Score -1362990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1362992.375000 Penalty: 4769.406250
	Iteration 23Q: 3 clusters Score -1362992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1362996.750000 Penalty: 4769.406250
	Iteration 24Q: 3 clusters Score -1362997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1363003.875000 Penalty: 4769.406250
	Iteration 25Q: 3 clusters Score -1363004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1363009.500000 Penalty: 4769.406250
	Iteration 26Q: 3 clusters Score -1363010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1363014.375000 Penalty: 4769.406250
	Iteration 27Q: 3 clusters Score -1363014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1363017.000000 Penalty: 4769.406250
	Iteration 28Q: 3 clusters Score -1363017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1363025.375000 Penalty: 4769.406250
	Iteration 29Q: 3 clusters Score -1363025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1363028.125000 Penalty: 4769.406250
	Iteration 30Q: 3 clusters Score -1363028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1363029.375000 Penalty: 4769.406250
	Iteration 31Q: 3 clusters Score -1363029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1363030.750000 Penalty: 4769.406250
	Iteration 32Q: 3 clusters Score -1363031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1363034.875000 Penalty: 4769.406250
	Iteration 33Q: 3 clusters Score -1363035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1363039.125000 Penalty: 4769.406250
	Iteration 34Q: 3 clusters Score -1363039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1363041.250000 Penalty: 4769.406250
	Iteration 35Q: 3 clusters Score -1363041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1363040.375000 Penalty: 4769.406250
	Iteration 36Q: 3 clusters Score -1363040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1363040.375000 Penalty: 4769.406250
	Iteration 37F: 3 clusters Score -1363040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Entering Unmasked Estep 
Score: -695110.375000 Penalty: 2229.227295
	Iteration 0F: 2 clusters Score -695110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -688634.937500 Penalty: 4458.454590
	Iteration 0F: 3 clusters Score -688634.9 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -690415.437500 Penalty: 4458.454590
	Iteration 1F: 3 clusters Score -690415.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -690774.125000 Penalty: 4458.454590
	Iteration 2F: 3 clusters Score -690774.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -691096.125000 Penalty: 4458.454590
	Iteration 3F: 3 clusters Score -691096.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -691457.625000 Penalty: 4458.454590
	Iteration 4F: 3 clusters Score -691457.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -691760.125000 Penalty: 4458.454590
	Iteration 5F: 3 clusters Score -691760.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -692028.250000 Penalty: 4458.454590
	Iteration 6F: 3 clusters Score -692028.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -692261.500000 Penalty: 4458.454590
	Iteration 7Q: 3 clusters Score -692261.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -692455.687500 Penalty: 4458.454590
	Iteration 8Q: 3 clusters Score -692455.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -692617.312500 Penalty: 4458.454590
	Iteration 9Q: 3 clusters Score -692617.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -692726.187500 Penalty: 4458.454590
	Iteration 10Q: 3 clusters Score -692726.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -692831.375000 Penalty: 4458.454590
	Iteration 11Q: 3 clusters Score -692831.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -692911.187500 Penalty: 4458.454590
	Iteration 12Q: 3 clusters Score -692911.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -692981.750000 Penalty: 4458.454590
	Iteration 13Q: 3 clusters Score -692981.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -693036.875000 Penalty: 4458.454590
	Iteration 14Q: 3 clusters Score -693036.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -693085.812500 Penalty: 4458.454590
	Iteration 15Q: 3 clusters Score -693085.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -693130.937500 Penalty: 4458.454590
	Iteration 16Q: 3 clusters Score -693130.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -693173.500000 Penalty: 4458.454590
	Iteration 17Q: 3 clusters Score -693173.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -693227.250000 Penalty: 4458.454590
	Iteration 18Q: 3 clusters Score -693227.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -693267.687500 Penalty: 4458.454590
	Iteration 19Q: 3 clusters Score -693267.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -693296.625000 Penalty: 4458.454590
	Iteration 20F: 3 clusters Score -693296.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -693331.000000 Penalty: 4458.454590
	Iteration 21Q: 3 clusters Score -693331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -693358.312500 Penalty: 4458.454590
	Iteration 22Q: 3 clusters Score -693358.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -693386.562500 Penalty: 4458.454590
	Iteration 23Q: 3 clusters Score -693386.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -693415.187500 Penalty: 4458.454590
	Iteration 24Q: 3 clusters Score -693415.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -693453.375000 Penalty: 4458.454590
	Iteration 25Q: 3 clusters Score -693453.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -693476.437500 Penalty: 4458.454590
	Iteration 26Q: 3 clusters Score -693476.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -693490.562500 Penalty: 4458.454590
	Iteration 27Q: 3 clusters Score -693490.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -693508.125000 Penalty: 4458.454590
	Iteration 28Q: 3 clusters Score -693508.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -693529.500000 Penalty: 4458.454590
	Iteration 29Q: 3 clusters Score -693529.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -693550.375000 Penalty: 4458.454590
	Iteration 30Q: 3 clusters Score -693550.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -693565.750000 Penalty: 4458.454590
	Iteration 31Q: 3 clusters Score -693565.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -693581.000000 Penalty: 4458.454590
	Iteration 32Q: 3 clusters Score -693581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -693595.500000 Penalty: 4458.454590
	Iteration 33Q: 3 clusters Score -693595.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -693608.312500 Penalty: 4458.454590
	Iteration 34Q: 3 clusters Score -693608.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -693616.125000 Penalty: 4458.454590
	Iteration 35Q: 3 clusters Score -693616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -693622.187500 Penalty: 4458.454590
	Iteration 36Q: 3 clusters Score -693622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -693629.562500 Penalty: 4458.454590
	Iteration 37Q: 3 clusters Score -693629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -693636.437500 Penalty: 4458.454590
	Iteration 38Q: 3 clusters Score -693636.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -693643.000000 Penalty: 4458.454590
	Iteration 39Q: 3 clusters Score -693643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -693647.437500 Penalty: 4458.454590
	Iteration 40F: 3 clusters Score -693647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -693648.187500 Penalty: 4458.454590
	Iteration 41Q: 3 clusters Score -693648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -693651.625000 Penalty: 4458.454590
	Iteration 42Q: 3 clusters Score -693651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -693656.062500 Penalty: 4458.454590
	Iteration 43Q: 3 clusters Score -693656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -693660.250000 Penalty: 4458.454590
	Iteration 44Q: 3 clusters Score -693660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -693662.125000 Penalty: 4458.454590
	Iteration 45Q: 3 clusters Score -693662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -693664.687500 Penalty: 4458.454590
	Iteration 46Q: 3 clusters Score -693664.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -693664.937500 Penalty: 4458.454590
	Iteration 47Q: 3 clusters Score -693664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -693665.562500 Penalty: 4458.454590
	Iteration 48Q: 3 clusters Score -693665.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -693667.437500 Penalty: 4458.454590
	Iteration 49Q: 3 clusters Score -693667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -693668.750000 Penalty: 4458.454590
	Iteration 50Q: 3 clusters Score -693668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -693670.750000 Penalty: 4458.454590
	Iteration 51Q: 3 clusters Score -693670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -693672.000000 Penalty: 4458.454590
	Iteration 52Q: 3 clusters Score -693672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -693672.562500 Penalty: 4458.454590
	Iteration 53Q: 3 clusters Score -693672.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -693672.562500 Penalty: 4458.454590
	Iteration 54F: 3 clusters Score -693672.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Entering Unmasked Estep 
Score: -901900.375000 Penalty: 2314.298828
	Iteration 0F: 2 clusters Score -901900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -893433.187500 Penalty: 4628.597656
	Iteration 0F: 3 clusters Score -893433.2 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -895972.937500 Penalty: 4628.597656
	Iteration 1F: 3 clusters Score -895972.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -896359.375000 Penalty: 4628.597656
	Iteration 2F: 3 clusters Score -896359.4 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -896744.375000 Penalty: 4628.597656
	Iteration 3F: 3 clusters Score -896744.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -897163.187500 Penalty: 4628.597656
	Iteration 4F: 3 clusters Score -897163.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -897662.312500 Penalty: 4628.597656
	Iteration 5F: 3 clusters Score -897662.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -898216.937500 Penalty: 4628.597656
	Iteration 6F: 3 clusters Score -898216.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -898749.625000 Penalty: 4628.597656
	Iteration 7F: 3 clusters Score -898749.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -899336.437500 Penalty: 4628.597656
	Iteration 8F: 3 clusters Score -899336.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -899802.937500 Penalty: 4628.597656
	Iteration 9F: 3 clusters Score -899802.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -900180.562500 Penalty: 4628.597656
	Iteration 10Q: 3 clusters Score -900180.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -900519.812500 Penalty: 4628.597656
	Iteration 11Q: 3 clusters Score -900519.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -900765.750000 Penalty: 4628.597656
	Iteration 12Q: 3 clusters Score -900765.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -900936.000000 Penalty: 4628.597656
	Iteration 13Q: 3 clusters Score -900936 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -901078.562500 Penalty: 4628.597656
	Iteration 14Q: 3 clusters Score -901078.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -901201.062500 Penalty: 4628.597656
	Iteration 15Q: 3 clusters Score -901201.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -901276.937500 Penalty: 4628.597656
	Iteration 16Q: 3 clusters Score -901276.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -901321.125000 Penalty: 4628.597656
	Iteration 17Q: 3 clusters Score -901321.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -901354.125000 Penalty: 4628.597656
	Iteration 18Q: 3 clusters Score -901354.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -901381.812500 Penalty: 4628.597656
	Iteration 19Q: 3 clusters Score -901381.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -901405.125000 Penalty: 4628.597656
	Iteration 20F: 3 clusters Score -901405.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -901423.375000 Penalty: 4628.597656
	Iteration 21Q: 3 clusters Score -901423.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -901438.687500 Penalty: 4628.597656
	Iteration 22Q: 3 clusters Score -901438.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -901450.625000 Penalty: 4628.597656
	Iteration 23Q: 3 clusters Score -901450.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -901458.312500 Penalty: 4628.597656
	Iteration 24Q: 3 clusters Score -901458.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -901468.375000 Penalty: 4628.597656
	Iteration 25Q: 3 clusters Score -901468.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -901477.312500 Penalty: 4628.597656
	Iteration 26Q: 3 clusters Score -901477.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -901482.312500 Penalty: 4628.597656
	Iteration 27Q: 3 clusters Score -901482.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -901486.312500 Penalty: 4628.597656
	Iteration 28Q: 3 clusters Score -901486.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -901488.000000 Penalty: 4628.597656
	Iteration 29Q: 3 clusters Score -901488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -901491.687500 Penalty: 4628.597656
	Iteration 30Q: 3 clusters Score -901491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -901492.000000 Penalty: 4628.597656
	Iteration 31Q: 3 clusters Score -901492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -901493.437500 Penalty: 4628.597656
	Iteration 32Q: 3 clusters Score -901493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -901493.250000 Penalty: 4628.597656
	Iteration 33Q: 3 clusters Score -901493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -901493.812500 Penalty: 4628.597656
	Iteration 34Q: 3 clusters Score -901493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -901494.062500 Penalty: 4628.597656
	Iteration 35Q: 3 clusters Score -901494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -901493.875000 Penalty: 4628.597656
	Iteration 36Q: 3 clusters Score -901493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -901496.375000 Penalty: 4628.597656
	Iteration 37Q: 3 clusters Score -901496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -901496.875000 Penalty: 4628.597656
	Iteration 38Q: 3 clusters Score -901496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -901496.937500 Penalty: 4628.597656
	Iteration 39Q: 3 clusters Score -901496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -901494.750000 Penalty: 4628.597656
	Iteration 40F: 3 clusters Score -901494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -901494.937500 Penalty: 4628.597656
	Iteration 41Q: 3 clusters Score -901494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -901494.937500 Penalty: 4628.597656
	Iteration 42F: 3 clusters Score -901494.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Entering Unmasked Estep 
Score: -975467.687500 Penalty: 2332.746338
	Iteration 0F: 2 clusters Score -975467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -966464.937500 Penalty: 4665.492676
	Iteration 0F: 3 clusters Score -966464.9 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -969486.875000 Penalty: 4665.492676
	Iteration 1F: 3 clusters Score -969486.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -969967.375000 Penalty: 4665.492676
	Iteration 2F: 3 clusters Score -969967.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -970362.625000 Penalty: 4665.492676
	Iteration 3F: 3 clusters Score -970362.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -970740.812500 Penalty: 4665.492676
	Iteration 4F: 3 clusters Score -970740.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -971104.437500 Penalty: 4665.492676
	Iteration 5Q: 3 clusters Score -971104.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -971444.125000 Penalty: 4665.492676
	Iteration 6Q: 3 clusters Score -971444.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -971749.062500 Penalty: 4665.492676
	Iteration 7Q: 3 clusters Score -971749.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -972023.625000 Penalty: 4665.492676
	Iteration 8Q: 3 clusters Score -972023.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -972291.062500 Penalty: 4665.492676
	Iteration 9Q: 3 clusters Score -972291.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -972595.750000 Penalty: 4665.492676
	Iteration 10Q: 3 clusters Score -972595.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -972886.562500 Penalty: 4665.492676
	Iteration 11Q: 3 clusters Score -972886.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -973119.375000 Penalty: 4665.492676
	Iteration 12Q: 3 clusters Score -973119.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -973304.875000 Penalty: 4665.492676
	Iteration 13Q: 3 clusters Score -973304.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -973427.875000 Penalty: 4665.492676
	Iteration 14Q: 3 clusters Score -973427.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -973519.375000 Penalty: 4665.492676
	Iteration 15Q: 3 clusters Score -973519.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -973579.375000 Penalty: 4665.492676
	Iteration 16Q: 3 clusters Score -973579.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -973633.625000 Penalty: 4665.492676
	Iteration 17Q: 3 clusters Score -973633.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -973666.250000 Penalty: 4665.492676
	Iteration 18Q: 3 clusters Score -973666.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -973708.875000 Penalty: 4665.492676
	Iteration 19Q: 3 clusters Score -973708.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -973766.125000 Penalty: 4665.492676
	Iteration 20F: 3 clusters Score -973766.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -973814.812500 Penalty: 4665.492676
	Iteration 21Q: 3 clusters Score -973814.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -973873.625000 Penalty: 4665.492676
	Iteration 22Q: 3 clusters Score -973873.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -973937.125000 Penalty: 4665.492676
	Iteration 23Q: 3 clusters Score -973937.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -973992.187500 Penalty: 4665.492676
	Iteration 24Q: 3 clusters Score -973992.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -974038.312500 Penalty: 4665.492676
	Iteration 25Q: 3 clusters Score -974038.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -974076.500000 Penalty: 4665.492676
	Iteration 26Q: 3 clusters Score -974076.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -974108.625000 Penalty: 4665.492676
	Iteration 27Q: 3 clusters Score -974108.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -974139.437500 Penalty: 4665.492676
	Iteration 28Q: 3 clusters Score -974139.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -974158.812500 Penalty: 4665.492676
	Iteration 29Q: 3 clusters Score -974158.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -974181.187500 Penalty: 4665.492676
	Iteration 30Q: 3 clusters Score -974181.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -974195.500000 Penalty: 4665.492676
	Iteration 31Q: 3 clusters Score -974195.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -974212.562500 Penalty: 4665.492676
	Iteration 32Q: 3 clusters Score -974212.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -974233.375000 Penalty: 4665.492676
	Iteration 33Q: 3 clusters Score -974233.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -974246.812500 Penalty: 4665.492676
	Iteration 34Q: 3 clusters Score -974246.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -974256.562500 Penalty: 4665.492676
	Iteration 35Q: 3 clusters Score -974256.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -974275.187500 Penalty: 4665.492676
	Iteration 36Q: 3 clusters Score -974275.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -974283.375000 Penalty: 4665.492676
	Iteration 37Q: 3 clusters Score -974283.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -974293.312500 Penalty: 4665.492676
	Iteration 38Q: 3 clusters Score -974293.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -974301.250000 Penalty: 4665.492676
	Iteration 39Q: 3 clusters Score -974301.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -974312.500000 Penalty: 4665.492676
	Iteration 40F: 3 clusters Score -974312.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -974321.125000 Penalty: 4665.492676
	Iteration 41Q: 3 clusters Score -974321.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -974326.375000 Penalty: 4665.492676
	Iteration 42Q: 3 clusters Score -974326.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -974329.437500 Penalty: 4665.492676
	Iteration 43Q: 3 clusters Score -974329.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -974335.562500 Penalty: 4665.492676
	Iteration 44Q: 3 clusters Score -974335.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -974342.625000 Penalty: 4665.492676
	Iteration 45Q: 3 clusters Score -974342.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -974351.375000 Penalty: 4665.492676
	Iteration 46Q: 3 clusters Score -974351.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -974357.375000 Penalty: 4665.492676
	Iteration 47Q: 3 clusters Score -974357.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -974361.125000 Penalty: 4665.492676
	Iteration 48Q: 3 clusters Score -974361.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -974363.812500 Penalty: 4665.492676
	Iteration 49Q: 3 clusters Score -974363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -974368.437500 Penalty: 4665.492676
	Iteration 50Q: 3 clusters Score -974368.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -974369.937500 Penalty: 4665.492676
	Iteration 51Q: 3 clusters Score -974369.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -974370.312500 Penalty: 4665.492676
	Iteration 52Q: 3 clusters Score -974370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -974371.625000 Penalty: 4665.492676
	Iteration 53Q: 3 clusters Score -974371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -974370.500000 Penalty: 4665.492676
	Iteration 54Q: 3 clusters Score -974370.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -974373.125000 Penalty: 4665.492676
	Iteration 55Q: 3 clusters Score -974373.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -974376.312500 Penalty: 4665.492676
	Iteration 56Q: 3 clusters Score -974376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -974377.875000 Penalty: 4665.492676
	Iteration 57Q: 3 clusters Score -974377.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -974377.937500 Penalty: 4665.492676
	Iteration 58Q: 3 clusters Score -974377.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -974381.937500 Penalty: 4665.492676
	Iteration 59Q: 3 clusters Score -974381.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -974381.312500 Penalty: 4665.492676
	Iteration 60F: 3 clusters Score -974381.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -974382.437500 Penalty: 4665.492676
	Iteration 61Q: 3 clusters Score -974382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -974384.375000 Penalty: 4665.492676
	Iteration 62Q: 3 clusters Score -974384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -974383.562500 Penalty: 4665.492676
	Iteration 63Q: 3 clusters Score -974383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -974383.562500 Penalty: 4665.492676
	Iteration 64Q: 3 clusters Score -974383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -974387.000000 Penalty: 4665.492676
	Iteration 65Q: 3 clusters Score -974387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -974388.187500 Penalty: 4665.492676
	Iteration 66Q: 3 clusters Score -974388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -974388.312500 Penalty: 4665.492676
	Iteration 67Q: 3 clusters Score -974388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -974388.062500 Penalty: 4665.492676
	Iteration 68Q: 3 clusters Score -974388.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -974387.375000 Penalty: 4665.492676
	Iteration 69Q: 3 clusters Score -974387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -974387.500000 Penalty: 4665.492676
	Iteration 70Q: 3 clusters Score -974387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -974388.125000 Penalty: 4665.492676
	Iteration 71Q: 3 clusters Score -974388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -974393.250000 Penalty: 4665.492676
	Iteration 72Q: 3 clusters Score -974393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -974393.312500 Penalty: 4665.492676
	Iteration 73Q: 3 clusters Score -974393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -974393.562500 Penalty: 4665.492676
	Iteration 74Q: 3 clusters Score -974393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -974397.750000 Penalty: 4665.492676
	Iteration 75Q: 3 clusters Score -974397.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -974401.750000 Penalty: 4665.492676
	Iteration 76Q: 3 clusters Score -974401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -974400.937500 Penalty: 4665.492676
	Iteration 77Q: 3 clusters Score -974400.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -974407.250000 Penalty: 4665.492676
	Iteration 78Q: 3 clusters Score -974407.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -974409.750000 Penalty: 4665.492676
	Iteration 79Q: 3 clusters Score -974409.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -974409.187500 Penalty: 4665.492676
	Iteration 80F: 3 clusters Score -974409.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -974412.562500 Penalty: 4665.492676
	Iteration 81Q: 3 clusters Score -974412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -974413.812500 Penalty: 4665.492676
	Iteration 82Q: 3 clusters Score -974413.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -974419.250000 Penalty: 4665.492676
	Iteration 83Q: 3 clusters Score -974419.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -974420.937500 Penalty: 4665.492676
	Iteration 84Q: 3 clusters Score -974420.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -974421.500000 Penalty: 4665.492676
	Iteration 85Q: 3 clusters Score -974421.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -974424.937500 Penalty: 4665.492676
	Iteration 86Q: 3 clusters Score -974424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -974425.312500 Penalty: 4665.492676
	Iteration 87Q: 3 clusters Score -974425.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -974427.812500 Penalty: 4665.492676
	Iteration 88Q: 3 clusters Score -974427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -974427.875000 Penalty: 4665.492676
	Iteration 89Q: 3 clusters Score -974427.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -974429.750000 Penalty: 4665.492676
	Iteration 90Q: 3 clusters Score -974429.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -974431.937500 Penalty: 4665.492676
	Iteration 91Q: 3 clusters Score -974431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -974430.437500 Penalty: 4665.492676
	Iteration 92Q: 3 clusters Score -974430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -974433.687500 Penalty: 4665.492676
	Iteration 93Q: 3 clusters Score -974433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -974432.250000 Penalty: 4665.492676
	Iteration 94Q: 3 clusters Score -974432.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -974434.437500 Penalty: 4665.492676
	Iteration 95Q: 3 clusters Score -974434.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -974433.125000 Penalty: 4665.492676
	Iteration 96Q: 3 clusters Score -974433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -974434.750000 Penalty: 4665.492676
	Iteration 97Q: 3 clusters Score -974434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -974434.000000 Penalty: 4665.492676
	Iteration 98Q: 3 clusters Score -974434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -974436.500000 Penalty: 4665.492676
	Iteration 99Q: 3 clusters Score -974436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -974435.187500 Penalty: 4665.492676
	Iteration 100F: 3 clusters Score -974435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -974436.937500 Penalty: 4665.492676
	Iteration 101Q: 3 clusters Score -974436.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -974437.312500 Penalty: 4665.492676
	Iteration 102Q: 3 clusters Score -974437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -974438.687500 Penalty: 4665.492676
	Iteration 103Q: 3 clusters Score -974438.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -974439.562500 Penalty: 4665.492676
	Iteration 104Q: 3 clusters Score -974439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -974440.250000 Penalty: 4665.492676
	Iteration 105Q: 3 clusters Score -974440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -974438.625000 Penalty: 4665.492676
	Iteration 106Q: 3 clusters Score -974438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -974440.687500 Penalty: 4665.492676
	Iteration 107Q: 3 clusters Score -974440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -974439.375000 Penalty: 4665.492676
	Iteration 108Q: 3 clusters Score -974439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -974440.875000 Penalty: 4665.492676
	Iteration 109Q: 3 clusters Score -974440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -974440.187500 Penalty: 4665.492676
	Iteration 110Q: 3 clusters Score -974440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -974441.937500 Penalty: 4665.492676
	Iteration 111Q: 3 clusters Score -974441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -974441.375000 Penalty: 4665.492676
	Iteration 112Q: 3 clusters Score -974441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -974441.375000 Penalty: 4665.492676
	Iteration 113F: 3 clusters Score -974441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -118434.703125 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -118434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -116116.398438 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -116116.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -116516.117188 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -116516.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -116615.921875 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -116615.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -116664.562500 Penalty: 3655.322021
	Iteration 3Q: 3 clusters Score -116664.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -116693.289062 Penalty: 3655.322021
	Iteration 4Q: 3 clusters Score -116693.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -116714.257812 Penalty: 3655.322021
	Iteration 5Q: 3 clusters Score -116714.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -116727.781250 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -116727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -116738.875000 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -116738.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116749.710938 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -116749.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -116756.242188 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -116756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -116762.765625 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -116762.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -116779.085938 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -116779.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -116797.484375 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -116797.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116813.968750 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -116814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116837.953125 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -116838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116867.187500 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -116867.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116918.335938 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -116918.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117033.195312 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -117033.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117181.140625 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -117181.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117318.156250 Penalty: 3655.322021
	Iteration 19Q: 3 clusters Score -117318.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117395.984375 Penalty: 3655.322021
	Iteration 20F: 3 clusters Score -117396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -117447.773438 Penalty: 3655.322021
	Iteration 21Q: 3 clusters Score -117447.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117499.031250 Penalty: 3655.322021
	Iteration 22Q: 3 clusters Score -117499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117553.320312 Penalty: 3655.322021
	Iteration 23Q: 3 clusters Score -117553.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117583.914062 Penalty: 3655.322021
	Iteration 24Q: 3 clusters Score -117583.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117610.078125 Penalty: 3655.322021
	Iteration 25Q: 3 clusters Score -117610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117619.882812 Penalty: 3655.322021
	Iteration 26Q: 3 clusters Score -117619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -117630.007812 Penalty: 3655.322021
	Iteration 27Q: 3 clusters Score -117630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117640.242188 Penalty: 3655.322021
	Iteration 28Q: 3 clusters Score -117640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117649.429688 Penalty: 3655.322021
	Iteration 29Q: 3 clusters Score -117649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -117658.570312 Penalty: 3655.322021
	Iteration 30Q: 3 clusters Score -117658.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -117670.578125 Penalty: 3655.322021
	Iteration 31Q: 3 clusters Score -117670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -117676.421875 Penalty: 3655.322021
	Iteration 32Q: 3 clusters Score -117676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -117681.414062 Penalty: 3655.322021
	Iteration 33Q: 3 clusters Score -117681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -117684.929688 Penalty: 3655.322021
	Iteration 34Q: 3 clusters Score -117684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -117686.421875 Penalty: 3655.322021
	Iteration 35Q: 3 clusters Score -117686.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -117686.421875 Penalty: 3655.322021
	Iteration 36F: 3 clusters Score -117686.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Entering Unmasked Estep 
Score: -983180.812500 Penalty: 2312.866943
	Iteration 0F: 2 clusters Score -983180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -974719.062500 Penalty: 4625.733887
	Iteration 0F: 3 clusters Score -974719.1 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -977176.312500 Penalty: 4625.733887
	Iteration 1F: 3 clusters Score -977176.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -977520.437500 Penalty: 4625.733887
	Iteration 2F: 3 clusters Score -977520.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -977742.250000 Penalty: 4625.733887
	Iteration 3F: 3 clusters Score -977742.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -977900.187500 Penalty: 4625.733887
	Iteration 4Q: 3 clusters Score -977900.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -978022.062500 Penalty: 4625.733887
	Iteration 5Q: 3 clusters Score -978022.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -978104.437500 Penalty: 4625.733887
	Iteration 6Q: 3 clusters Score -978104.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -978176.000000 Penalty: 4625.733887
	Iteration 7Q: 3 clusters Score -978176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -978262.437500 Penalty: 4625.733887
	Iteration 8Q: 3 clusters Score -978262.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -978345.500000 Penalty: 4625.733887
	Iteration 9Q: 3 clusters Score -978345.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -978434.687500 Penalty: 4625.733887
	Iteration 10Q: 3 clusters Score -978434.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -978540.812500 Penalty: 4625.733887
	Iteration 11Q: 3 clusters Score -978540.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -978664.562500 Penalty: 4625.733887
	Iteration 12Q: 3 clusters Score -978664.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -978825.062500 Penalty: 4625.733887
	Iteration 13Q: 3 clusters Score -978825.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -979029.125000 Penalty: 4625.733887
	Iteration 14Q: 3 clusters Score -979029.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -979295.000000 Penalty: 4625.733887
	Iteration 15Q: 3 clusters Score -979295 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -979633.625000 Penalty: 4625.733887
	Iteration 16Q: 3 clusters Score -979633.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -979948.625000 Penalty: 4625.733887
	Iteration 17Q: 3 clusters Score -979948.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -980250.625000 Penalty: 4625.733887
	Iteration 18Q: 3 clusters Score -980250.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -980528.562500 Penalty: 4625.733887
	Iteration 19Q: 3 clusters Score -980528.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -980736.312500 Penalty: 4625.733887
	Iteration 20F: 3 clusters Score -980736.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -980891.625000 Penalty: 4625.733887
	Iteration 21Q: 3 clusters Score -980891.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -981015.187500 Penalty: 4625.733887
	Iteration 22Q: 3 clusters Score -981015.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -981087.125000 Penalty: 4625.733887
	Iteration 23Q: 3 clusters Score -981087.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -981135.250000 Penalty: 4625.733887
	Iteration 24Q: 3 clusters Score -981135.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -981171.375000 Penalty: 4625.733887
	Iteration 25Q: 3 clusters Score -981171.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -981199.375000 Penalty: 4625.733887
	Iteration 26Q: 3 clusters Score -981199.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -981215.437500 Penalty: 4625.733887
	Iteration 27Q: 3 clusters Score -981215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -981221.687500 Penalty: 4625.733887
	Iteration 28Q: 3 clusters Score -981221.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -981226.437500 Penalty: 4625.733887
	Iteration 29Q: 3 clusters Score -981226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -981232.187500 Penalty: 4625.733887
	Iteration 30Q: 3 clusters Score -981232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -981233.000000 Penalty: 4625.733887
	Iteration 31Q: 3 clusters Score -981233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -981233.250000 Penalty: 4625.733887
	Iteration 32Q: 3 clusters Score -981233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -981235.125000 Penalty: 4625.733887
	Iteration 33Q: 3 clusters Score -981235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -981239.125000 Penalty: 4625.733887
	Iteration 34Q: 3 clusters Score -981239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -981243.375000 Penalty: 4625.733887
	Iteration 35Q: 3 clusters Score -981243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -981246.312500 Penalty: 4625.733887
	Iteration 36Q: 3 clusters Score -981246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -981247.625000 Penalty: 4625.733887
	Iteration 37Q: 3 clusters Score -981247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -981248.562500 Penalty: 4625.733887
	Iteration 38Q: 3 clusters Score -981248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -981250.000000 Penalty: 4625.733887
	Iteration 39Q: 3 clusters Score -981250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -981249.937500 Penalty: 4625.733887
	Iteration 40F: 3 clusters Score -981249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -981251.250000 Penalty: 4625.733887
	Iteration 41Q: 3 clusters Score -981251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -981250.750000 Penalty: 4625.733887
	Iteration 42Q: 3 clusters Score -981250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -981252.812500 Penalty: 4625.733887
	Iteration 43Q: 3 clusters Score -981252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -981252.875000 Penalty: 4625.733887
	Iteration 44Q: 3 clusters Score -981252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -981252.875000 Penalty: 4625.733887
	Iteration 45F: 3 clusters Score -981252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -274289.968750 Penalty: 2057.729004
	Iteration 0F: 2 clusters Score -274290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -270436.843750 Penalty: 4115.458008
	Iteration 0F: 3 clusters Score -270436.8 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -271465.062500 Penalty: 4115.458008
	Iteration 1F: 3 clusters Score -271465.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -271798.437500 Penalty: 4115.458008
	Iteration 2F: 3 clusters Score -271798.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -272095.156250 Penalty: 4115.458008
	Iteration 3F: 3 clusters Score -272095.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -272336.625000 Penalty: 4115.458008
	Iteration 4F: 3 clusters Score -272336.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -272515.562500 Penalty: 4115.458008
	Iteration 5Q: 3 clusters Score -272515.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -272709.375000 Penalty: 4115.458008
	Iteration 6Q: 3 clusters Score -272709.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -272863.250000 Penalty: 4115.458008
	Iteration 7Q: 3 clusters Score -272863.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -272964.250000 Penalty: 4115.458008
	Iteration 8Q: 3 clusters Score -272964.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -273047.625000 Penalty: 4115.458008
	Iteration 9Q: 3 clusters Score -273047.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -273111.500000 Penalty: 4115.458008
	Iteration 10Q: 3 clusters Score -273111.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -273152.500000 Penalty: 4115.458008
	Iteration 11Q: 3 clusters Score -273152.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -273194.125000 Penalty: 4115.458008
	Iteration 12Q: 3 clusters Score -273194.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -273226.781250 Penalty: 4115.458008
	Iteration 13Q: 3 clusters Score -273226.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -273250.968750 Penalty: 4115.458008
	Iteration 14Q: 3 clusters Score -273251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -273263.781250 Penalty: 4115.458008
	Iteration 15Q: 3 clusters Score -273263.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -273272.031250 Penalty: 4115.458008
	Iteration 16Q: 3 clusters Score -273272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -273280.968750 Penalty: 4115.458008
	Iteration 17Q: 3 clusters Score -273281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -273288.625000 Penalty: 4115.458008
	Iteration 18Q: 3 clusters Score -273288.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -273294.968750 Penalty: 4115.458008
	Iteration 19Q: 3 clusters Score -273295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -273300.218750 Penalty: 4115.458008
	Iteration 20F: 3 clusters Score -273300.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -273305.531250 Penalty: 4115.458008
	Iteration 21Q: 3 clusters Score -273305.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -273311.875000 Penalty: 4115.458008
	Iteration 22Q: 3 clusters Score -273311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -273317.218750 Penalty: 4115.458008
	Iteration 23Q: 3 clusters Score -273317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -273320.656250 Penalty: 4115.458008
	Iteration 24Q: 3 clusters Score -273320.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -273322.687500 Penalty: 4115.458008
	Iteration 25Q: 3 clusters Score -273322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -273323.687500 Penalty: 4115.458008
	Iteration 26Q: 3 clusters Score -273323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -273326.281250 Penalty: 4115.458008
	Iteration 27Q: 3 clusters Score -273326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -273328.187500 Penalty: 4115.458008
	Iteration 28Q: 3 clusters Score -273328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -273329.343750 Penalty: 4115.458008
	Iteration 29Q: 3 clusters Score -273329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -273330.625000 Penalty: 4115.458008
	Iteration 30Q: 3 clusters Score -273330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -273330.750000 Penalty: 4115.458008
	Iteration 31Q: 3 clusters Score -273330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -273331.218750 Penalty: 4115.458008
	Iteration 32Q: 3 clusters Score -273331.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -273331.218750 Penalty: 4115.458008
	Iteration 33F: 3 clusters Score -273331.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (58904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Entering Unmasked Estep 
Score: -5235719.500000 Penalty: 2723.948730
	Iteration 0F: 2 clusters Score -5235720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -5196020.000000 Penalty: 5447.897461
	Iteration 0F: 3 clusters Score -5196020 nChanged 27340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -5211267.000000 Penalty: 5447.897461
	Iteration 1F: 3 clusters Score -5211267 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -5211881.000000 Penalty: 5447.897461
	Iteration 2Q: 3 clusters Score -5211881 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5212603.000000 Penalty: 5447.897461
	Iteration 3Q: 3 clusters Score -5212603 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5213485.500000 Penalty: 5447.897461
	Iteration 4Q: 3 clusters Score -5213486 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5214712.000000 Penalty: 5447.897461
	Iteration 5Q: 3 clusters Score -5214712 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5216485.000000 Penalty: 5447.897461
	Iteration 6F: 3 clusters Score -5216485 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -5219004.000000 Penalty: 5447.897461
	Iteration 7F: 3 clusters Score -5219004 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -5222266.500000 Penalty: 5447.897461
	Iteration 8F: 3 clusters Score -5222266 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -5225815.500000 Penalty: 5447.897461
	Iteration 9F: 3 clusters Score -5225816 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5228999.500000 Penalty: 5447.897461
	Iteration 10F: 3 clusters Score -5229000 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5231137.000000 Penalty: 5447.897461
	Iteration 11Q: 3 clusters Score -5231137 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5232280.500000 Penalty: 5447.897461
	Iteration 12Q: 3 clusters Score -5232280 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5232860.500000 Penalty: 5447.897461
	Iteration 13Q: 3 clusters Score -5232860 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5233092.000000 Penalty: 5447.897461
	Iteration 14Q: 3 clusters Score -5233092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5233202.000000 Penalty: 5447.897461
	Iteration 15Q: 3 clusters Score -5233202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5233256.000000 Penalty: 5447.897461
	Iteration 16Q: 3 clusters Score -5233256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5233297.500000 Penalty: 5447.897461
	Iteration 17Q: 3 clusters Score -5233298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5233305.000000 Penalty: 5447.897461
	Iteration 18Q: 3 clusters Score -5233305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5233316.500000 Penalty: 5447.897461
	Iteration 19Q: 3 clusters Score -5233316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5233323.500000 Penalty: 5447.897461
	Iteration 20F: 3 clusters Score -5233324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5233327.000000 Penalty: 5447.897461
	Iteration 21Q: 3 clusters Score -5233327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5233332.000000 Penalty: 5447.897461
	Iteration 22Q: 3 clusters Score -5233332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5233337.500000 Penalty: 5447.897461
	Iteration 23Q: 3 clusters Score -5233338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5233345.000000 Penalty: 5447.897461
	Iteration 24Q: 3 clusters Score -5233345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5233349.000000 Penalty: 5447.897461
	Iteration 25Q: 3 clusters Score -5233349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5233351.000000 Penalty: 5447.897461
	Iteration 26Q: 3 clusters Score -5233351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5233355.500000 Penalty: 5447.897461
	Iteration 27Q: 3 clusters Score -5233356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5233355.000000 Penalty: 5447.897461
	Iteration 28Q: 3 clusters Score -5233355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5233355.000000 Penalty: 5447.897461
	Iteration 29Q: 3 clusters Score -5233355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5233349.500000 Penalty: 5447.897461
	Iteration 30Q: 3 clusters Score -5233350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5233349.500000 Penalty: 5447.897461
	Iteration 31F: 3 clusters Score -5233350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -424458.156250 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -424458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -420103.906250 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -420103.9 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -421095.062500 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -421095.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -421304.656250 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -421304.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -421439.906250 Penalty: 4198.354980
	Iteration 3Q: 3 clusters Score -421439.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -421550.437500 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -421550.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -421652.562500 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -421652.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -421744.375000 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -421744.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -421844.281250 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -421844.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -421961.812500 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -421961.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -422063.750000 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -422063.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -422154.812500 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -422154.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -422240.187500 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -422240.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -422308.562500 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -422308.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -422365.968750 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -422366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -422409.281250 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -422409.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -422455.187500 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -422455.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -422497.750000 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -422497.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -422530.812500 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -422530.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -422555.750000 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -422555.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -422575.281250 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -422575.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -422590.406250 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -422590.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -422600.656250 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -422600.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -422608.218750 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -422608.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -422615.031250 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -422615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -422622.656250 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -422622.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -422631.687500 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -422631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -422637.781250 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -422637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -422643.812500 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -422643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -422644.343750 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -422644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -422645.093750 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -422645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -422646.062500 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -422646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -422647.281250 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -422647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -422650.000000 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -422650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -422652.031250 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -422652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -422654.000000 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -422654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -422655.343750 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -422655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -422659.468750 Penalty: 4198.354980
	Iteration 36Q: 3 clusters Score -422659.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -422662.093750 Penalty: 4198.354980
	Iteration 37Q: 3 clusters Score -422662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -422661.937500 Penalty: 4198.354980
	Iteration 38Q: 3 clusters Score -422661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -422662.687500 Penalty: 4198.354980
	Iteration 39Q: 3 clusters Score -422662.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -422662.687500 Penalty: 4198.354980
	Iteration 40F: 3 clusters Score -422662.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -77824.054688 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -77824.05 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 467 members 
Entering Unmasked Estep 
Score: -75934.054688 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -75934.05 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76163.781250 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -76163.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -76256.523438 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -76256.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76308.898438 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -76308.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76340.078125 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -76340.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76355.570312 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -76355.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76361.851562 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -76361.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76371.023438 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -76371.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76377.796875 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -76377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76384.601562 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -76384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76392.640625 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -76392.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76397.000000 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -76397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76400.382812 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -76400.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76401.242188 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -76401.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76401.242188 Penalty: 3399.236328
	Iteration 14F: 3 clusters Score -76401.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8019 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10044 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6384 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24276 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 415570 members 
Mstep: Class 23 contains 16444 members 
Mstep: Class 24 contains 329635 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 14999 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11292 members 
Mstep: Class 33 contains 12164 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11227 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58904 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003736.000000 Penalty: 136387.296875
Iteration 159Q: 40 clusters Score -1.130037e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8017 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28534 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6384 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24271 members 
Mstep: Class 21 contains 6983 members 
Mstep: Class 22 contains 415567 members 
Mstep: Class 23 contains 16444 members 
Mstep: Class 24 contains 329635 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15000 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11294 members 
Mstep: Class 33 contains 12169 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11228 members 
Mstep: Class 36 contains 4014 members 
Mstep: Class 37 contains 58905 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003672.000000 Penalty: 136387.296875
Iteration 160F: 40 clusters Score -1.130037e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28533 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2702 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6382 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24268 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 415565 members 
Mstep: Class 23 contains 16446 members 
Mstep: Class 24 contains 329634 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15000 members 
Mstep: Class 31 contains 8013 members 
Mstep: Class 32 contains 11291 members 
Mstep: Class 33 contains 12175 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11228 members 
Mstep: Class 36 contains 4014 members 
Mstep: Class 37 contains 58907 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003704.000000 Penalty: 136387.296875
Iteration 161Q: 40 clusters Score -1.130037e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17484 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28532 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6383 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24260 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 415566 members 
Mstep: Class 23 contains 16447 members 
Mstep: Class 24 contains 329634 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26179 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15000 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11292 members 
Mstep: Class 33 contains 12180 members 
Mstep: Class 34 contains 1587 members 
Mstep: Class 35 contains 11229 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58907 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003736.000000 Penalty: 136387.296875
Iteration 162Q: 40 clusters Score -1.130037e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17483 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 28532 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10041 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16944 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6381 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24257 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 415561 members 
Mstep: Class 23 contains 16449 members 
Mstep: Class 24 contains 329636 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26181 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15001 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11292 members 
Mstep: Class 33 contains 12187 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11230 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58908 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003720.000000 Penalty: 136387.296875
Iteration 163Q: 40 clusters Score -1.130037e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17481 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 28534 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16944 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 100505 members 
Mstep: Class 18 contains 6376 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24265 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 415551 members 
Mstep: Class 23 contains 16452 members 
Mstep: Class 24 contains 329628 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26181 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11296 members 
Mstep: Class 33 contains 12196 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11232 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58907 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003720.000000 Penalty: 136387.296875
Iteration 164Q: 40 clusters Score -1.130037e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17480 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 100505 members 
Mstep: Class 18 contains 6374 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 24270 members 
Mstep: Class 21 contains 6990 members 
Mstep: Class 22 contains 415548 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 329620 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 26182 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 12201 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11232 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58909 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003624.000000 Penalty: 136387.296875
Iteration 165Q: 40 clusters Score -1.130036e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17481 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6371 members 
Mstep: Class 19 contains 12968 members 
Mstep: Class 20 contains 24269 members 
Mstep: Class 21 contains 6994 members 
Mstep: Class 22 contains 415543 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 329615 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 22525 members 
Mstep: Class 28 contains 26181 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11289 members 
Mstep: Class 33 contains 12210 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11231 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58911 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003576.000000 Penalty: 136387.296875
Iteration 166Q: 40 clusters Score -1.130036e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17480 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17109 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7242 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53539 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16234 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6370 members 
Mstep: Class 19 contains 12969 members 
Mstep: Class 20 contains 24267 members 
Mstep: Class 21 contains 6996 members 
Mstep: Class 22 contains 415543 members 
Mstep: Class 23 contains 16454 members 
Mstep: Class 24 contains 329612 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6571 members 
Mstep: Class 27 contains 22526 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11289 members 
Mstep: Class 33 contains 12216 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11232 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58915 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003640.000000 Penalty: 136387.296875
Iteration 167Q: 40 clusters Score -1.130036e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17474 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53538 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16234 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6368 members 
Mstep: Class 19 contains 12970 members 
Mstep: Class 20 contains 24265 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 415543 members 
Mstep: Class 23 contains 16455 members 
Mstep: Class 24 contains 329614 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 22529 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11287 members 
Mstep: Class 33 contains 12220 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11232 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58916 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003672.000000 Penalty: 136387.296875
Iteration 168Q: 40 clusters Score -1.130037e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17472 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53537 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16234 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6364 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 24264 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 415542 members 
Mstep: Class 23 contains 16455 members 
Mstep: Class 24 contains 329612 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 22531 members 
Mstep: Class 28 contains 26177 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11289 members 
Mstep: Class 33 contains 12222 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11233 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58918 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003648.000000 Penalty: 136387.296875
Iteration 169Q: 40 clusters Score -1.130036e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17467 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7236 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53536 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16234 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 24262 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 415541 members 
Mstep: Class 23 contains 16457 members 
Mstep: Class 24 contains 329609 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 22536 members 
Mstep: Class 28 contains 26177 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 12225 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58919 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003728.000000 Penalty: 136387.296875
Iteration 170Q: 40 clusters Score -1.130037e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17466 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53536 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 24259 members 
Mstep: Class 21 contains 6997 members 
Mstep: Class 22 contains 415537 members 
Mstep: Class 23 contains 16457 members 
Mstep: Class 24 contains 329607 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 22537 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11295 members 
Mstep: Class 33 contains 12232 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58921 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003696.000000 Penalty: 136387.296875
Iteration 171Q: 40 clusters Score -1.130037e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17466 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8014 members 
Mstep: Class 8 contains 7231 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16237 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6357 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 24256 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 415537 members 
Mstep: Class 23 contains 16457 members 
Mstep: Class 24 contains 329604 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6569 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26177 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11296 members 
Mstep: Class 33 contains 12239 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11235 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58922 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003768.000000 Penalty: 136387.296875
Iteration 172Q: 40 clusters Score -1.130038e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8014 members 
Mstep: Class 8 contains 7229 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 24254 members 
Mstep: Class 21 contains 7001 members 
Mstep: Class 22 contains 415539 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 329599 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26177 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11294 members 
Mstep: Class 33 contains 12246 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11235 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58924 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003648.000000 Penalty: 136387.296875
Iteration 173Q: 40 clusters Score -1.130036e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8013 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 24252 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 415533 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329595 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6569 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26176 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11296 members 
Mstep: Class 33 contains 12254 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58926 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003584.000000 Penalty: 136387.296875
Iteration 174Q: 40 clusters Score -1.130036e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6354 members 
Mstep: Class 19 contains 12976 members 
Mstep: Class 20 contains 24247 members 
Mstep: Class 21 contains 7005 members 
Mstep: Class 22 contains 415529 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329594 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11294 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58927 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003672.000000 Penalty: 136387.296875
Iteration 175Q: 40 clusters Score -1.130037e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6353 members 
Mstep: Class 19 contains 12978 members 
Mstep: Class 20 contains 24240 members 
Mstep: Class 21 contains 7005 members 
Mstep: Class 22 contains 415526 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329595 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26174 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11295 members 
Mstep: Class 33 contains 12273 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58928 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003688.000000 Penalty: 136387.296875
Iteration 176Q: 40 clusters Score -1.130037e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6350 members 
Mstep: Class 19 contains 12980 members 
Mstep: Class 20 contains 24238 members 
Mstep: Class 21 contains 7006 members 
Mstep: Class 22 contains 415523 members 
Mstep: Class 23 contains 16460 members 
Mstep: Class 24 contains 329594 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6567 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11296 members 
Mstep: Class 33 contains 12278 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58929 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003696.000000 Penalty: 136387.296875
Iteration 177Q: 40 clusters Score -1.130037e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9205 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7229 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6349 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24236 members 
Mstep: Class 21 contains 7007 members 
Mstep: Class 22 contains 415518 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329591 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26174 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11297 members 
Mstep: Class 33 contains 12286 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58930 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003696.000000 Penalty: 136387.296875
Iteration 178Q: 40 clusters Score -1.130037e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24235 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 415512 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329591 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26174 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11300 members 
Mstep: Class 33 contains 12289 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58932 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003592.000000 Penalty: 136387.296875
Iteration 179Q: 40 clusters Score -1.130036e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7228 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24233 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 415506 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329591 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6565 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26174 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11303 members 
Mstep: Class 33 contains 12296 members 
Mstep: Class 34 contains 1588 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58933 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003696.000000 Penalty: 136387.296875
Iteration 180F: 40 clusters Score -1.130037e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7226 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24228 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 415503 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329591 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6564 members 
Mstep: Class 27 contains 22538 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11307 members 
Mstep: Class 33 contains 12301 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58935 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003624.000000 Penalty: 136387.296875
Iteration 181Q: 40 clusters Score -1.130036e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7220 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 16235 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24226 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 415504 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329589 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6564 members 
Mstep: Class 27 contains 22539 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11308 members 
Mstep: Class 33 contains 12306 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58936 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003576.000000 Penalty: 136387.296875
Iteration 182Q: 40 clusters Score -1.130036e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9890 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7220 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6341 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24216 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 415501 members 
Mstep: Class 23 contains 16462 members 
Mstep: Class 24 contains 329589 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6563 members 
Mstep: Class 27 contains 22539 members 
Mstep: Class 28 contains 26174 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11311 members 
Mstep: Class 33 contains 12315 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58935 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003592.000000 Penalty: 136387.296875
Iteration 183Q: 40 clusters Score -1.130036e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53533 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16237 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6339 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24209 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 415503 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329587 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6562 members 
Mstep: Class 27 contains 22541 members 
Mstep: Class 28 contains 26174 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11313 members 
Mstep: Class 33 contains 12321 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58936 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003648.000000 Penalty: 136387.296875
Iteration 184Q: 40 clusters Score -1.130036e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17110 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53532 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16237 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24197 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 415509 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329588 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 22542 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11314 members 
Mstep: Class 33 contains 12329 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58937 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003592.000000 Penalty: 136387.296875
Iteration 185Q: 40 clusters Score -1.130036e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17111 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53532 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16237 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15073 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 12979 members 
Mstep: Class 20 contains 24193 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 415509 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329586 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 22542 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11312 members 
Mstep: Class 33 contains 12337 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58938 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003504.000000 Penalty: 136387.296875
Iteration 186Q: 40 clusters Score -1.130035e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17112 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53533 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16237 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6336 members 
Mstep: Class 19 contains 12980 members 
Mstep: Class 20 contains 24187 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 415510 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329581 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 22542 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11313 members 
Mstep: Class 33 contains 12347 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58940 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003488.000000 Penalty: 136387.296875
Iteration 187Q: 40 clusters Score -1.130035e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17467 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 7209 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53534 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16237 members 
Mstep: Class 14 contains 16949 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6335 members 
Mstep: Class 19 contains 12981 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 7010 members 
Mstep: Class 22 contains 415510 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329579 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 22542 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11314 members 
Mstep: Class 33 contains 12357 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58940 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003600.000000 Penalty: 136387.296875
Iteration 188Q: 40 clusters Score -1.130036e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17467 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 7208 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15071 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 24179 members 
Mstep: Class 21 contains 7011 members 
Mstep: Class 22 contains 415509 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329578 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6557 members 
Mstep: Class 27 contains 22542 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11313 members 
Mstep: Class 33 contains 12364 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58940 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003600.000000 Penalty: 136387.296875
Iteration 189Q: 40 clusters Score -1.130036e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17467 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 7207 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 24178 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 415510 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329577 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6554 members 
Mstep: Class 27 contains 22542 members 
Mstep: Class 28 contains 26173 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11314 members 
Mstep: Class 33 contains 12366 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58940 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003656.000000 Penalty: 136387.296875
Iteration 190Q: 40 clusters Score -1.130037e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17465 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 12983 members 
Mstep: Class 20 contains 24175 members 
Mstep: Class 21 contains 7012 members 
Mstep: Class 22 contains 415511 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329574 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6554 members 
Mstep: Class 27 contains 22543 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 12365 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58941 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003600.000000 Penalty: 136387.296875
Iteration 191Q: 40 clusters Score -1.130036e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17464 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15069 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 12984 members 
Mstep: Class 20 contains 24171 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 415516 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329573 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6553 members 
Mstep: Class 27 contains 22543 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 12369 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58941 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003576.000000 Penalty: 136387.296875
Iteration 192Q: 40 clusters Score -1.130036e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 7198 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6332 members 
Mstep: Class 19 contains 12985 members 
Mstep: Class 20 contains 24170 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 415514 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329573 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22543 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11331 members 
Mstep: Class 33 contains 12371 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58941 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 193Q: 40 clusters Score -1.130036e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10039 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15067 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6332 members 
Mstep: Class 19 contains 12988 members 
Mstep: Class 20 contains 24166 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 415514 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329573 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 22543 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11338 members 
Mstep: Class 33 contains 12369 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11234 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58941 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 194Q: 40 clusters Score -1.130036e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17113 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 7198 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16238 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15068 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 12989 members 
Mstep: Class 20 contains 24158 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 415513 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329572 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 22543 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11345 members 
Mstep: Class 33 contains 12370 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11235 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58942 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003600.000000 Penalty: 136387.296875
Iteration 195Q: 40 clusters Score -1.130036e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17462 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10038 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 12991 members 
Mstep: Class 20 contains 24151 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 415516 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329568 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 22543 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11351 members 
Mstep: Class 33 contains 12368 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11235 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58945 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003536.000000 Penalty: 136387.296875
Iteration 196Q: 40 clusters Score -1.130035e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17461 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15070 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6332 members 
Mstep: Class 19 contains 12995 members 
Mstep: Class 20 contains 24144 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 415517 members 
Mstep: Class 23 contains 16465 members 
Mstep: Class 24 contains 329568 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22544 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11357 members 
Mstep: Class 33 contains 12364 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11236 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58948 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003536.000000 Penalty: 136387.296875
Iteration 197Q: 40 clusters Score -1.130035e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53536 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15072 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6332 members 
Mstep: Class 19 contains 12996 members 
Mstep: Class 20 contains 24136 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 415520 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329564 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22547 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11359 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11236 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58949 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003600.000000 Penalty: 136387.296875
Iteration 198Q: 40 clusters Score -1.130036e+08 nChanged 32
Entering ConstructFrom: 
Score: -113003600.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -924585.312500 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -924585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -916385.062500 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -916385.1 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -918932.437500 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -918932.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -919350.312500 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -919350.3 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -919720.875000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -919720.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -920084.562500 Penalty: 4606.501465
	Iteration 4F: 3 clusters Score -920084.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -920450.125000 Penalty: 4606.501465
	Iteration 5F: 3 clusters Score -920450.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -920871.687500 Penalty: 4606.501465
	Iteration 6F: 3 clusters Score -920871.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -921373.562500 Penalty: 4606.501465
	Iteration 7F: 3 clusters Score -921373.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -921875.375000 Penalty: 4606.501465
	Iteration 8F: 3 clusters Score -921875.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -922341.125000 Penalty: 4606.501465
	Iteration 9F: 3 clusters Score -922341.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -922667.312500 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -922667.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -922872.312500 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -922872.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -923026.750000 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -923026.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -923154.187500 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -923154.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -923258.437500 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -923258.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -923373.625000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -923373.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -923472.562500 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -923472.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -923558.125000 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -923558.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -923651.875000 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -923651.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -923733.812500 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -923733.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -923817.687500 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -923817.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -923886.562500 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -923886.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -923941.187500 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -923941.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -923990.562500 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -923990.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -924016.687500 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -924016.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -924039.687500 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -924039.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -924059.125000 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -924059.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -924076.375000 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -924076.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -924083.125000 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -924083.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -924087.062500 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -924087.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -924089.937500 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -924089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -924093.375000 Penalty: 4606.501465
	Iteration 31Q: 3 clusters Score -924093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -924096.812500 Penalty: 4606.501465
	Iteration 32Q: 3 clusters Score -924096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -924101.125000 Penalty: 4606.501465
	Iteration 33Q: 3 clusters Score -924101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -924102.562500 Penalty: 4606.501465
	Iteration 34Q: 3 clusters Score -924102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -924102.375000 Penalty: 4606.501465
	Iteration 35Q: 3 clusters Score -924102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -924105.437500 Penalty: 4606.501465
	Iteration 36Q: 3 clusters Score -924105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -924107.375000 Penalty: 4606.501465
	Iteration 37Q: 3 clusters Score -924107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -924105.750000 Penalty: 4606.501465
	Iteration 38Q: 3 clusters Score -924105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -924109.437500 Penalty: 4606.501465
	Iteration 39Q: 3 clusters Score -924109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -924107.937500 Penalty: 4606.501465
	Iteration 40F: 3 clusters Score -924107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -924109.500000 Penalty: 4606.501465
	Iteration 41Q: 3 clusters Score -924109.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -924109.500000 Penalty: 4606.501465
	Iteration 42F: 3 clusters Score -924109.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Entering Unmasked Estep 
Score: -768919.562500 Penalty: 2263.593750
	Iteration 0F: 2 clusters Score -768919.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -761784.937500 Penalty: 4527.187500
	Iteration 0F: 3 clusters Score -761784.9 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -763836.875000 Penalty: 4527.187500
	Iteration 1F: 3 clusters Score -763836.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -764160.000000 Penalty: 4527.187500
	Iteration 2F: 3 clusters Score -764160 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -764448.500000 Penalty: 4527.187500
	Iteration 3F: 3 clusters Score -764448.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -764736.812500 Penalty: 4527.187500
	Iteration 4F: 3 clusters Score -764736.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -765013.437500 Penalty: 4527.187500
	Iteration 5Q: 3 clusters Score -765013.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -765301.250000 Penalty: 4527.187500
	Iteration 6Q: 3 clusters Score -765301.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -765647.000000 Penalty: 4527.187500
	Iteration 7Q: 3 clusters Score -765647 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -765989.937500 Penalty: 4527.187500
	Iteration 8Q: 3 clusters Score -765989.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -766287.625000 Penalty: 4527.187500
	Iteration 9Q: 3 clusters Score -766287.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -766581.500000 Penalty: 4527.187500
	Iteration 10Q: 3 clusters Score -766581.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -766847.125000 Penalty: 4527.187500
	Iteration 11Q: 3 clusters Score -766847.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -767059.812500 Penalty: 4527.187500
	Iteration 12Q: 3 clusters Score -767059.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -767267.437500 Penalty: 4527.187500
	Iteration 13Q: 3 clusters Score -767267.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -767457.437500 Penalty: 4527.187500
	Iteration 14Q: 3 clusters Score -767457.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -767625.812500 Penalty: 4527.187500
	Iteration 15Q: 3 clusters Score -767625.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -767755.312500 Penalty: 4527.187500
	Iteration 16Q: 3 clusters Score -767755.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -767853.875000 Penalty: 4527.187500
	Iteration 17Q: 3 clusters Score -767853.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -767936.875000 Penalty: 4527.187500
	Iteration 18Q: 3 clusters Score -767936.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -767988.250000 Penalty: 4527.187500
	Iteration 19Q: 3 clusters Score -767988.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -768024.625000 Penalty: 4527.187500
	Iteration 20F: 3 clusters Score -768024.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -768045.875000 Penalty: 4527.187500
	Iteration 21Q: 3 clusters Score -768045.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -768065.250000 Penalty: 4527.187500
	Iteration 22Q: 3 clusters Score -768065.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -768082.750000 Penalty: 4527.187500
	Iteration 23Q: 3 clusters Score -768082.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -768094.687500 Penalty: 4527.187500
	Iteration 24Q: 3 clusters Score -768094.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -768101.187500 Penalty: 4527.187500
	Iteration 25Q: 3 clusters Score -768101.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -768104.562500 Penalty: 4527.187500
	Iteration 26Q: 3 clusters Score -768104.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -768107.562500 Penalty: 4527.187500
	Iteration 27Q: 3 clusters Score -768107.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -768113.187500 Penalty: 4527.187500
	Iteration 28Q: 3 clusters Score -768113.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -768115.812500 Penalty: 4527.187500
	Iteration 29Q: 3 clusters Score -768115.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -768119.000000 Penalty: 4527.187500
	Iteration 30Q: 3 clusters Score -768119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -768121.500000 Penalty: 4527.187500
	Iteration 31Q: 3 clusters Score -768121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -768124.125000 Penalty: 4527.187500
	Iteration 32Q: 3 clusters Score -768124.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -768124.125000 Penalty: 4527.187500
	Iteration 33F: 3 clusters Score -768124.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Entering Unmasked Estep 
Score: -1535347.625000 Penalty: 2422.310547
	Iteration 0F: 2 clusters Score -1535348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1523028.375000 Penalty: 4844.621094
	Iteration 0F: 3 clusters Score -1523028 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1527330.500000 Penalty: 4844.621094
	Iteration 1F: 3 clusters Score -1527330 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1527835.125000 Penalty: 4844.621094
	Iteration 2F: 3 clusters Score -1527835 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1528314.625000 Penalty: 4844.621094
	Iteration 3F: 3 clusters Score -1528315 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1528881.250000 Penalty: 4844.621094
	Iteration 4F: 3 clusters Score -1528881 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1529545.375000 Penalty: 4844.621094
	Iteration 5F: 3 clusters Score -1529545 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1530264.750000 Penalty: 4844.621094
	Iteration 6F: 3 clusters Score -1530265 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1530991.500000 Penalty: 4844.621094
	Iteration 7F: 3 clusters Score -1530992 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1531600.750000 Penalty: 4844.621094
	Iteration 8Q: 3 clusters Score -1531601 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1532117.125000 Penalty: 4844.621094
	Iteration 9Q: 3 clusters Score -1532117 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1532510.250000 Penalty: 4844.621094
	Iteration 10Q: 3 clusters Score -1532510 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1532799.500000 Penalty: 4844.621094
	Iteration 11Q: 3 clusters Score -1532800 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1532969.875000 Penalty: 4844.621094
	Iteration 12Q: 3 clusters Score -1532970 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1533083.750000 Penalty: 4844.621094
	Iteration 13Q: 3 clusters Score -1533084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1533167.250000 Penalty: 4844.621094
	Iteration 14Q: 3 clusters Score -1533167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1533220.375000 Penalty: 4844.621094
	Iteration 15Q: 3 clusters Score -1533220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1533247.625000 Penalty: 4844.621094
	Iteration 16Q: 3 clusters Score -1533248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1533266.125000 Penalty: 4844.621094
	Iteration 17Q: 3 clusters Score -1533266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1533285.375000 Penalty: 4844.621094
	Iteration 18Q: 3 clusters Score -1533285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1533301.625000 Penalty: 4844.621094
	Iteration 19Q: 3 clusters Score -1533302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1533308.750000 Penalty: 4844.621094
	Iteration 20F: 3 clusters Score -1533309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1533313.250000 Penalty: 4844.621094
	Iteration 21Q: 3 clusters Score -1533313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1533314.375000 Penalty: 4844.621094
	Iteration 22Q: 3 clusters Score -1533314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1533319.000000 Penalty: 4844.621094
	Iteration 23Q: 3 clusters Score -1533319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -1533320.375000 Penalty: 4844.621094
	Iteration 24Q: 3 clusters Score -1533320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1533327.625000 Penalty: 4844.621094
	Iteration 25Q: 3 clusters Score -1533328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -1533329.625000 Penalty: 4844.621094
	Iteration 26Q: 3 clusters Score -1533330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1533329.875000 Penalty: 4844.621094
	Iteration 27Q: 3 clusters Score -1533330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1533333.625000 Penalty: 4844.621094
	Iteration 28Q: 3 clusters Score -1533334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1533337.375000 Penalty: 4844.621094
	Iteration 29Q: 3 clusters Score -1533337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -1533339.125000 Penalty: 4844.621094
	Iteration 30Q: 3 clusters Score -1533339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1533338.750000 Penalty: 4844.621094
	Iteration 31Q: 3 clusters Score -1533339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1533338.250000 Penalty: 4844.621094
	Iteration 32Q: 3 clusters Score -1533338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1533338.250000 Penalty: 4844.621094
	Iteration 33F: 3 clusters Score -1533338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Entering Unmasked Estep 
Score: -321813.406250 Penalty: 2050.327393
	Iteration 0F: 2 clusters Score -321813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -318035.468750 Penalty: 4100.654785
	Iteration 0F: 3 clusters Score -318035.5 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -318952.062500 Penalty: 4100.654785
	Iteration 1F: 3 clusters Score -318952.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -319325.718750 Penalty: 4100.654785
	Iteration 2F: 3 clusters Score -319325.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -319696.906250 Penalty: 4100.654785
	Iteration 3F: 3 clusters Score -319696.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -320021.187500 Penalty: 4100.654785
	Iteration 4F: 3 clusters Score -320021.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -320294.000000 Penalty: 4100.654785
	Iteration 5F: 3 clusters Score -320294 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -320470.062500 Penalty: 4100.654785
	Iteration 6Q: 3 clusters Score -320470.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -320601.718750 Penalty: 4100.654785
	Iteration 7Q: 3 clusters Score -320601.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -320684.812500 Penalty: 4100.654785
	Iteration 8Q: 3 clusters Score -320684.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -320731.531250 Penalty: 4100.654785
	Iteration 9Q: 3 clusters Score -320731.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -320765.968750 Penalty: 4100.654785
	Iteration 10Q: 3 clusters Score -320766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -320786.593750 Penalty: 4100.654785
	Iteration 11Q: 3 clusters Score -320786.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -320798.031250 Penalty: 4100.654785
	Iteration 12Q: 3 clusters Score -320798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -320804.843750 Penalty: 4100.654785
	Iteration 13Q: 3 clusters Score -320804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -320809.437500 Penalty: 4100.654785
	Iteration 14Q: 3 clusters Score -320809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -320815.218750 Penalty: 4100.654785
	Iteration 15Q: 3 clusters Score -320815.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -320820.937500 Penalty: 4100.654785
	Iteration 16Q: 3 clusters Score -320820.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -320827.625000 Penalty: 4100.654785
	Iteration 17Q: 3 clusters Score -320827.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -320830.156250 Penalty: 4100.654785
	Iteration 18Q: 3 clusters Score -320830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -320832.468750 Penalty: 4100.654785
	Iteration 19Q: 3 clusters Score -320832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -320833.281250 Penalty: 4100.654785
	Iteration 20F: 3 clusters Score -320833.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -320835.500000 Penalty: 4100.654785
	Iteration 21Q: 3 clusters Score -320835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -320836.906250 Penalty: 4100.654785
	Iteration 22Q: 3 clusters Score -320836.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -320837.593750 Penalty: 4100.654785
	Iteration 23Q: 3 clusters Score -320837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -320838.281250 Penalty: 4100.654785
	Iteration 24Q: 3 clusters Score -320838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -320838.281250 Penalty: 4100.654785
	Iteration 25F: 3 clusters Score -320838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Entering Unmasked Estep 
Score: -1524825.875000 Penalty: 2417.417725
	Iteration 0F: 2 clusters Score -1524826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1512605.500000 Penalty: 4834.835449
	Iteration 0F: 3 clusters Score -1512606 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1516556.250000 Penalty: 4834.835449
	Iteration 1F: 3 clusters Score -1516556 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1516843.500000 Penalty: 4834.835449
	Iteration 2F: 3 clusters Score -1516844 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1517057.625000 Penalty: 4834.835449
	Iteration 3Q: 3 clusters Score -1517058 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1517235.250000 Penalty: 4834.835449
	Iteration 4Q: 3 clusters Score -1517235 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1517386.250000 Penalty: 4834.835449
	Iteration 5Q: 3 clusters Score -1517386 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1517539.375000 Penalty: 4834.835449
	Iteration 6Q: 3 clusters Score -1517539 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1517725.000000 Penalty: 4834.835449
	Iteration 7Q: 3 clusters Score -1517725 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1517946.250000 Penalty: 4834.835449
	Iteration 8Q: 3 clusters Score -1517946 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1518241.375000 Penalty: 4834.835449
	Iteration 9Q: 3 clusters Score -1518241 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1518656.875000 Penalty: 4834.835449
	Iteration 10Q: 3 clusters Score -1518657 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1519239.875000 Penalty: 4834.835449
	Iteration 11F: 3 clusters Score -1519240 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1519948.875000 Penalty: 4834.835449
	Iteration 12F: 3 clusters Score -1519949 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1520661.375000 Penalty: 4834.835449
	Iteration 13F: 3 clusters Score -1520661 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1521304.375000 Penalty: 4834.835449
	Iteration 14Q: 3 clusters Score -1521304 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1521769.625000 Penalty: 4834.835449
	Iteration 15Q: 3 clusters Score -1521770 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1522100.500000 Penalty: 4834.835449
	Iteration 16Q: 3 clusters Score -1522100 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1522314.500000 Penalty: 4834.835449
	Iteration 17Q: 3 clusters Score -1522314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1522442.625000 Penalty: 4834.835449
	Iteration 18Q: 3 clusters Score -1522443 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1522527.750000 Penalty: 4834.835449
	Iteration 19Q: 3 clusters Score -1522528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1522586.500000 Penalty: 4834.835449
	Iteration 20F: 3 clusters Score -1522586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1522630.750000 Penalty: 4834.835449
	Iteration 21Q: 3 clusters Score -1522631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1522651.375000 Penalty: 4834.835449
	Iteration 22Q: 3 clusters Score -1522651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1522674.000000 Penalty: 4834.835449
	Iteration 23Q: 3 clusters Score -1522674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1522681.125000 Penalty: 4834.835449
	Iteration 24Q: 3 clusters Score -1522681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -1522695.375000 Penalty: 4834.835449
	Iteration 25Q: 3 clusters Score -1522695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1522699.500000 Penalty: 4834.835449
	Iteration 26Q: 3 clusters Score -1522700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1522704.625000 Penalty: 4834.835449
	Iteration 27Q: 3 clusters Score -1522705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1522715.500000 Penalty: 4834.835449
	Iteration 28Q: 3 clusters Score -1522716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1522722.250000 Penalty: 4834.835449
	Iteration 29Q: 3 clusters Score -1522722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1522729.125000 Penalty: 4834.835449
	Iteration 30Q: 3 clusters Score -1522729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1522734.750000 Penalty: 4834.835449
	Iteration 31Q: 3 clusters Score -1522735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1522742.750000 Penalty: 4834.835449
	Iteration 32Q: 3 clusters Score -1522743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1522749.750000 Penalty: 4834.835449
	Iteration 33Q: 3 clusters Score -1522750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1522755.750000 Penalty: 4834.835449
	Iteration 34Q: 3 clusters Score -1522756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -1522759.500000 Penalty: 4834.835449
	Iteration 35Q: 3 clusters Score -1522760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1522762.500000 Penalty: 4834.835449
	Iteration 36Q: 3 clusters Score -1522762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1522764.375000 Penalty: 4834.835449
	Iteration 37Q: 3 clusters Score -1522764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1522764.375000 Penalty: 4834.835449
	Iteration 38F: 3 clusters Score -1522764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -864794.062500 Penalty: 2281.446533
	Iteration 0F: 2 clusters Score -864794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -857190.500000 Penalty: 4562.893066
	Iteration 0F: 3 clusters Score -857190.5 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -859342.437500 Penalty: 4562.893066
	Iteration 1F: 3 clusters Score -859342.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -859622.750000 Penalty: 4562.893066
	Iteration 2F: 3 clusters Score -859622.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -859816.812500 Penalty: 4562.893066
	Iteration 3Q: 3 clusters Score -859816.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -859957.625000 Penalty: 4562.893066
	Iteration 4Q: 3 clusters Score -859957.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -860066.500000 Penalty: 4562.893066
	Iteration 5Q: 3 clusters Score -860066.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -860155.500000 Penalty: 4562.893066
	Iteration 6Q: 3 clusters Score -860155.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -860260.375000 Penalty: 4562.893066
	Iteration 7Q: 3 clusters Score -860260.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -860365.625000 Penalty: 4562.893066
	Iteration 8Q: 3 clusters Score -860365.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -860485.875000 Penalty: 4562.893066
	Iteration 9Q: 3 clusters Score -860485.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -860629.250000 Penalty: 4562.893066
	Iteration 10Q: 3 clusters Score -860629.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -860762.750000 Penalty: 4562.893066
	Iteration 11Q: 3 clusters Score -860762.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -860898.500000 Penalty: 4562.893066
	Iteration 12Q: 3 clusters Score -860898.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -861051.062500 Penalty: 4562.893066
	Iteration 13Q: 3 clusters Score -861051.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -861236.812500 Penalty: 4562.893066
	Iteration 14Q: 3 clusters Score -861236.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -861402.312500 Penalty: 4562.893066
	Iteration 15Q: 3 clusters Score -861402.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -861580.000000 Penalty: 4562.893066
	Iteration 16Q: 3 clusters Score -861580 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -861772.062500 Penalty: 4562.893066
	Iteration 17Q: 3 clusters Score -861772.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -861958.062500 Penalty: 4562.893066
	Iteration 18Q: 3 clusters Score -861958.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -862114.062500 Penalty: 4562.893066
	Iteration 19Q: 3 clusters Score -862114.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -862254.812500 Penalty: 4562.893066
	Iteration 20F: 3 clusters Score -862254.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -862392.375000 Penalty: 4562.893066
	Iteration 21Q: 3 clusters Score -862392.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -862520.750000 Penalty: 4562.893066
	Iteration 22Q: 3 clusters Score -862520.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -862601.812500 Penalty: 4562.893066
	Iteration 23Q: 3 clusters Score -862601.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -862674.937500 Penalty: 4562.893066
	Iteration 24Q: 3 clusters Score -862674.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -862728.312500 Penalty: 4562.893066
	Iteration 25Q: 3 clusters Score -862728.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -862759.125000 Penalty: 4562.893066
	Iteration 26Q: 3 clusters Score -862759.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -862779.187500 Penalty: 4562.893066
	Iteration 27Q: 3 clusters Score -862779.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -862800.437500 Penalty: 4562.893066
	Iteration 28Q: 3 clusters Score -862800.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -862818.250000 Penalty: 4562.893066
	Iteration 29Q: 3 clusters Score -862818.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -862826.437500 Penalty: 4562.893066
	Iteration 30Q: 3 clusters Score -862826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -862833.562500 Penalty: 4562.893066
	Iteration 31Q: 3 clusters Score -862833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -862841.000000 Penalty: 4562.893066
	Iteration 32Q: 3 clusters Score -862841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -862846.750000 Penalty: 4562.893066
	Iteration 33Q: 3 clusters Score -862846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -862852.375000 Penalty: 4562.893066
	Iteration 34Q: 3 clusters Score -862852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -862860.875000 Penalty: 4562.893066
	Iteration 35Q: 3 clusters Score -862860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -862860.125000 Penalty: 4562.893066
	Iteration 36Q: 3 clusters Score -862860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -862861.000000 Penalty: 4562.893066
	Iteration 37Q: 3 clusters Score -862861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -862861.937500 Penalty: 4562.893066
	Iteration 38Q: 3 clusters Score -862861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -862862.875000 Penalty: 4562.893066
	Iteration 39Q: 3 clusters Score -862862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -862864.875000 Penalty: 4562.893066
	Iteration 40F: 3 clusters Score -862864.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Entering Unmasked Estep 
Score: -671769.500000 Penalty: 2228.948730
	Iteration 0F: 2 clusters Score -671769.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -665372.187500 Penalty: 4457.897461
	Iteration 0F: 3 clusters Score -665372.2 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -667189.562500 Penalty: 4457.897461
	Iteration 1F: 3 clusters Score -667189.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -667578.625000 Penalty: 4457.897461
	Iteration 2F: 3 clusters Score -667578.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -667886.562500 Penalty: 4457.897461
	Iteration 3F: 3 clusters Score -667886.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -668161.125000 Penalty: 4457.897461
	Iteration 4F: 3 clusters Score -668161.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -668354.812500 Penalty: 4457.897461
	Iteration 5Q: 3 clusters Score -668354.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -668519.625000 Penalty: 4457.897461
	Iteration 6Q: 3 clusters Score -668519.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -668662.250000 Penalty: 4457.897461
	Iteration 7Q: 3 clusters Score -668662.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -668797.000000 Penalty: 4457.897461
	Iteration 8Q: 3 clusters Score -668797 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -668921.750000 Penalty: 4457.897461
	Iteration 9Q: 3 clusters Score -668921.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -669046.437500 Penalty: 4457.897461
	Iteration 10Q: 3 clusters Score -669046.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -669174.062500 Penalty: 4457.897461
	Iteration 11Q: 3 clusters Score -669174.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -669312.687500 Penalty: 4457.897461
	Iteration 12Q: 3 clusters Score -669312.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -669447.437500 Penalty: 4457.897461
	Iteration 13Q: 3 clusters Score -669447.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -669584.687500 Penalty: 4457.897461
	Iteration 14Q: 3 clusters Score -669584.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -669725.937500 Penalty: 4457.897461
	Iteration 15Q: 3 clusters Score -669725.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -669840.812500 Penalty: 4457.897461
	Iteration 16Q: 3 clusters Score -669840.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -669934.562500 Penalty: 4457.897461
	Iteration 17Q: 3 clusters Score -669934.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -670026.687500 Penalty: 4457.897461
	Iteration 18Q: 3 clusters Score -670026.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -670103.875000 Penalty: 4457.897461
	Iteration 19Q: 3 clusters Score -670103.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -670166.812500 Penalty: 4457.897461
	Iteration 20F: 3 clusters Score -670166.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -670218.812500 Penalty: 4457.897461
	Iteration 21Q: 3 clusters Score -670218.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -670256.687500 Penalty: 4457.897461
	Iteration 22Q: 3 clusters Score -670256.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -670285.437500 Penalty: 4457.897461
	Iteration 23Q: 3 clusters Score -670285.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -670304.562500 Penalty: 4457.897461
	Iteration 24Q: 3 clusters Score -670304.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -670323.187500 Penalty: 4457.897461
	Iteration 25Q: 3 clusters Score -670323.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -670331.250000 Penalty: 4457.897461
	Iteration 26Q: 3 clusters Score -670331.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -670340.312500 Penalty: 4457.897461
	Iteration 27Q: 3 clusters Score -670340.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -670349.125000 Penalty: 4457.897461
	Iteration 28Q: 3 clusters Score -670349.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -670356.125000 Penalty: 4457.897461
	Iteration 29Q: 3 clusters Score -670356.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -670366.750000 Penalty: 4457.897461
	Iteration 30Q: 3 clusters Score -670366.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -670371.562500 Penalty: 4457.897461
	Iteration 31Q: 3 clusters Score -670371.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -670378.187500 Penalty: 4457.897461
	Iteration 32Q: 3 clusters Score -670378.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -670393.062500 Penalty: 4457.897461
	Iteration 33Q: 3 clusters Score -670393.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -670410.375000 Penalty: 4457.897461
	Iteration 34Q: 3 clusters Score -670410.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -670420.437500 Penalty: 4457.897461
	Iteration 35Q: 3 clusters Score -670420.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -670431.937500 Penalty: 4457.897461
	Iteration 36Q: 3 clusters Score -670431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -670443.937500 Penalty: 4457.897461
	Iteration 37Q: 3 clusters Score -670443.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -670455.437500 Penalty: 4457.897461
	Iteration 38Q: 3 clusters Score -670455.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -670463.687500 Penalty: 4457.897461
	Iteration 39Q: 3 clusters Score -670463.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -670470.000000 Penalty: 4457.897461
	Iteration 40F: 3 clusters Score -670470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -670475.625000 Penalty: 4457.897461
	Iteration 41Q: 3 clusters Score -670475.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -670478.937500 Penalty: 4457.897461
	Iteration 42Q: 3 clusters Score -670478.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -670482.437500 Penalty: 4457.897461
	Iteration 43Q: 3 clusters Score -670482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -670485.562500 Penalty: 4457.897461
	Iteration 44Q: 3 clusters Score -670485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -670488.375000 Penalty: 4457.897461
	Iteration 45Q: 3 clusters Score -670488.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -670490.625000 Penalty: 4457.897461
	Iteration 46Q: 3 clusters Score -670490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -670492.937500 Penalty: 4457.897461
	Iteration 47Q: 3 clusters Score -670492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -670494.437500 Penalty: 4457.897461
	Iteration 48Q: 3 clusters Score -670494.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -670496.562500 Penalty: 4457.897461
	Iteration 49Q: 3 clusters Score -670496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -670496.875000 Penalty: 4457.897461
	Iteration 50Q: 3 clusters Score -670496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -670499.250000 Penalty: 4457.897461
	Iteration 51Q: 3 clusters Score -670499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -670499.875000 Penalty: 4457.897461
	Iteration 52Q: 3 clusters Score -670499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -670500.500000 Penalty: 4457.897461
	Iteration 53Q: 3 clusters Score -670500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -670501.687500 Penalty: 4457.897461
	Iteration 54Q: 3 clusters Score -670501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -670502.812500 Penalty: 4457.897461
	Iteration 55Q: 3 clusters Score -670502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -670503.125000 Penalty: 4457.897461
	Iteration 56Q: 3 clusters Score -670503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -670503.687500 Penalty: 4457.897461
	Iteration 57Q: 3 clusters Score -670503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -670504.187500 Penalty: 4457.897461
	Iteration 58Q: 3 clusters Score -670504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -670504.812500 Penalty: 4457.897461
	Iteration 59Q: 3 clusters Score -670504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -670505.937500 Penalty: 4457.897461
	Iteration 60F: 3 clusters Score -670505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -670508.375000 Penalty: 4457.897461
	Iteration 61Q: 3 clusters Score -670508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -670508.687500 Penalty: 4457.897461
	Iteration 62Q: 3 clusters Score -670508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -670508.937500 Penalty: 4457.897461
	Iteration 63Q: 3 clusters Score -670508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -670508.750000 Penalty: 4457.897461
	Iteration 64Q: 3 clusters Score -670508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -670508.750000 Penalty: 4457.897461
	Iteration 65F: 3 clusters Score -670508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -604093.375000 Penalty: 2202.488525
	Iteration 0F: 2 clusters Score -604093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -598153.812500 Penalty: 4404.977051
	Iteration 0F: 3 clusters Score -598153.8 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -599709.250000 Penalty: 4404.977051
	Iteration 1F: 3 clusters Score -599709.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -599922.187500 Penalty: 4404.977051
	Iteration 2F: 3 clusters Score -599922.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -600052.312500 Penalty: 4404.977051
	Iteration 3Q: 3 clusters Score -600052.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -600148.687500 Penalty: 4404.977051
	Iteration 4Q: 3 clusters Score -600148.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -600210.375000 Penalty: 4404.977051
	Iteration 5Q: 3 clusters Score -600210.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -600267.375000 Penalty: 4404.977051
	Iteration 6Q: 3 clusters Score -600267.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -600319.000000 Penalty: 4404.977051
	Iteration 7Q: 3 clusters Score -600319 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -600364.375000 Penalty: 4404.977051
	Iteration 8Q: 3 clusters Score -600364.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -600407.375000 Penalty: 4404.977051
	Iteration 9Q: 3 clusters Score -600407.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -600444.562500 Penalty: 4404.977051
	Iteration 10Q: 3 clusters Score -600444.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -600484.000000 Penalty: 4404.977051
	Iteration 11Q: 3 clusters Score -600484 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -600529.062500 Penalty: 4404.977051
	Iteration 12Q: 3 clusters Score -600529.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -600577.750000 Penalty: 4404.977051
	Iteration 13Q: 3 clusters Score -600577.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -600630.562500 Penalty: 4404.977051
	Iteration 14Q: 3 clusters Score -600630.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -600691.125000 Penalty: 4404.977051
	Iteration 15Q: 3 clusters Score -600691.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -600747.812500 Penalty: 4404.977051
	Iteration 16Q: 3 clusters Score -600747.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -600809.875000 Penalty: 4404.977051
	Iteration 17Q: 3 clusters Score -600809.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -600876.687500 Penalty: 4404.977051
	Iteration 18Q: 3 clusters Score -600876.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -600960.250000 Penalty: 4404.977051
	Iteration 19Q: 3 clusters Score -600960.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -601070.937500 Penalty: 4404.977051
	Iteration 20F: 3 clusters Score -601070.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -601204.687500 Penalty: 4404.977051
	Iteration 21Q: 3 clusters Score -601204.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -601347.375000 Penalty: 4404.977051
	Iteration 22Q: 3 clusters Score -601347.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -601496.625000 Penalty: 4404.977051
	Iteration 23Q: 3 clusters Score -601496.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -601641.062500 Penalty: 4404.977051
	Iteration 24Q: 3 clusters Score -601641.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -601777.312500 Penalty: 4404.977051
	Iteration 25Q: 3 clusters Score -601777.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -601869.687500 Penalty: 4404.977051
	Iteration 26Q: 3 clusters Score -601869.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -601938.875000 Penalty: 4404.977051
	Iteration 27Q: 3 clusters Score -601938.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -601983.062500 Penalty: 4404.977051
	Iteration 28Q: 3 clusters Score -601983.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -602021.562500 Penalty: 4404.977051
	Iteration 29Q: 3 clusters Score -602021.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -602055.687500 Penalty: 4404.977051
	Iteration 30Q: 3 clusters Score -602055.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -602076.312500 Penalty: 4404.977051
	Iteration 31Q: 3 clusters Score -602076.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -602086.062500 Penalty: 4404.977051
	Iteration 32Q: 3 clusters Score -602086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -602088.500000 Penalty: 4404.977051
	Iteration 33Q: 3 clusters Score -602088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -602091.875000 Penalty: 4404.977051
	Iteration 34Q: 3 clusters Score -602091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -602096.687500 Penalty: 4404.977051
	Iteration 35Q: 3 clusters Score -602096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -602103.125000 Penalty: 4404.977051
	Iteration 36Q: 3 clusters Score -602103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -602112.812500 Penalty: 4404.977051
	Iteration 37Q: 3 clusters Score -602112.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -602125.250000 Penalty: 4404.977051
	Iteration 38Q: 3 clusters Score -602125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -602133.250000 Penalty: 4404.977051
	Iteration 39Q: 3 clusters Score -602133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -602134.437500 Penalty: 4404.977051
	Iteration 40F: 3 clusters Score -602134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -602137.750000 Penalty: 4404.977051
	Iteration 41Q: 3 clusters Score -602137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -602137.375000 Penalty: 4404.977051
	Iteration 42Q: 3 clusters Score -602137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -602137.437500 Penalty: 4404.977051
	Iteration 43Q: 3 clusters Score -602137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -602137.437500 Penalty: 4404.977051
	Iteration 44F: 3 clusters Score -602137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Entering Unmasked Estep 
Score: -2454519.750000 Penalty: 2544.221191
	Iteration 0F: 2 clusters Score -2454520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2434913.250000 Penalty: 5088.442383
	Iteration 0F: 3 clusters Score -2434913 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2442002.000000 Penalty: 5088.442383
	Iteration 1F: 3 clusters Score -2442002 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2442527.500000 Penalty: 5088.442383
	Iteration 2F: 3 clusters Score -2442528 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2443088.250000 Penalty: 5088.442383
	Iteration 3Q: 3 clusters Score -2443088 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2443638.000000 Penalty: 5088.442383
	Iteration 4Q: 3 clusters Score -2443638 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2444227.750000 Penalty: 5088.442383
	Iteration 5Q: 3 clusters Score -2444228 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2444880.250000 Penalty: 5088.442383
	Iteration 6Q: 3 clusters Score -2444880 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2445503.000000 Penalty: 5088.442383
	Iteration 7Q: 3 clusters Score -2445503 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2446227.500000 Penalty: 5088.442383
	Iteration 8Q: 3 clusters Score -2446228 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2446982.000000 Penalty: 5088.442383
	Iteration 9Q: 3 clusters Score -2446982 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2447906.750000 Penalty: 5088.442383
	Iteration 10Q: 3 clusters Score -2447907 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2448849.750000 Penalty: 5088.442383
	Iteration 11Q: 3 clusters Score -2448850 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2449678.250000 Penalty: 5088.442383
	Iteration 12Q: 3 clusters Score -2449678 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2450259.750000 Penalty: 5088.442383
	Iteration 13Q: 3 clusters Score -2450260 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2450629.250000 Penalty: 5088.442383
	Iteration 14Q: 3 clusters Score -2450629 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2450882.500000 Penalty: 5088.442383
	Iteration 15Q: 3 clusters Score -2450882 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2451059.000000 Penalty: 5088.442383
	Iteration 16Q: 3 clusters Score -2451059 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2451168.000000 Penalty: 5088.442383
	Iteration 17Q: 3 clusters Score -2451168 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2451275.750000 Penalty: 5088.442383
	Iteration 18Q: 3 clusters Score -2451276 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2451339.750000 Penalty: 5088.442383
	Iteration 19Q: 3 clusters Score -2451340 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2451381.000000 Penalty: 5088.442383
	Iteration 20F: 3 clusters Score -2451381 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2451392.250000 Penalty: 5088.442383
	Iteration 21Q: 3 clusters Score -2451392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2451426.250000 Penalty: 5088.442383
	Iteration 22Q: 3 clusters Score -2451426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2451434.750000 Penalty: 5088.442383
	Iteration 23Q: 3 clusters Score -2451435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2451459.750000 Penalty: 5088.442383
	Iteration 24Q: 3 clusters Score -2451460 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2451466.500000 Penalty: 5088.442383
	Iteration 25Q: 3 clusters Score -2451466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2451474.000000 Penalty: 5088.442383
	Iteration 26Q: 3 clusters Score -2451474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2451484.250000 Penalty: 5088.442383
	Iteration 27Q: 3 clusters Score -2451484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2451487.000000 Penalty: 5088.442383
	Iteration 28Q: 3 clusters Score -2451487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2451494.000000 Penalty: 5088.442383
	Iteration 29Q: 3 clusters Score -2451494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2451487.250000 Penalty: 5088.442383
	Iteration 30Q: 3 clusters Score -2451487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2451492.250000 Penalty: 5088.442383
	Iteration 31Q: 3 clusters Score -2451492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2451498.000000 Penalty: 5088.442383
	Iteration 32Q: 3 clusters Score -2451498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2451493.000000 Penalty: 5088.442383
	Iteration 33Q: 3 clusters Score -2451493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2451503.500000 Penalty: 5088.442383
	Iteration 34Q: 3 clusters Score -2451504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2451501.750000 Penalty: 5088.442383
	Iteration 35Q: 3 clusters Score -2451502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2451500.500000 Penalty: 5088.442383
	Iteration 36Q: 3 clusters Score -2451500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2451501.000000 Penalty: 5088.442383
	Iteration 37Q: 3 clusters Score -2451501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2451501.250000 Penalty: 5088.442383
	Iteration 38Q: 3 clusters Score -2451501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2451502.500000 Penalty: 5088.442383
	Iteration 39Q: 3 clusters Score -2451502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2451498.500000 Penalty: 5088.442383
	Iteration 40F: 3 clusters Score -2451498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2451496.750000 Penalty: 5088.442383
	Iteration 41Q: 3 clusters Score -2451497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2451495.250000 Penalty: 5088.442383
	Iteration 42Q: 3 clusters Score -2451495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2451495.250000 Penalty: 5088.442383
	Iteration 43F: 3 clusters Score -2451495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Entering Unmasked Estep 
Score: -4784189.000000 Penalty: 2700.246582
	Iteration 0F: 2 clusters Score -4784189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -4748206.500000 Penalty: 5400.493164
	Iteration 0F: 3 clusters Score -4748206 nChanged 24860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4762042.500000 Penalty: 5400.493164
	Iteration 1F: 3 clusters Score -4762042 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -4762814.500000 Penalty: 5400.493164
	Iteration 2Q: 3 clusters Score -4762814 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4763782.000000 Penalty: 5400.493164
	Iteration 3Q: 3 clusters Score -4763782 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4765138.000000 Penalty: 5400.493164
	Iteration 4F: 3 clusters Score -4765138 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4766878.500000 Penalty: 5400.493164
	Iteration 5F: 3 clusters Score -4766878 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4769059.500000 Penalty: 5400.493164
	Iteration 6F: 3 clusters Score -4769060 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -4771605.000000 Penalty: 5400.493164
	Iteration 7F: 3 clusters Score -4771605 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4774160.500000 Penalty: 5400.493164
	Iteration 8F: 3 clusters Score -4774160 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -4776416.500000 Penalty: 5400.493164
	Iteration 9Q: 3 clusters Score -4776416 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -4778187.500000 Penalty: 5400.493164
	Iteration 10Q: 3 clusters Score -4778188 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -4779320.000000 Penalty: 5400.493164
	Iteration 11Q: 3 clusters Score -4779320 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -4779984.000000 Penalty: 5400.493164
	Iteration 12Q: 3 clusters Score -4779984 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -4780408.500000 Penalty: 5400.493164
	Iteration 13Q: 3 clusters Score -4780408 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -4780703.500000 Penalty: 5400.493164
	Iteration 14Q: 3 clusters Score -4780704 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -4780957.000000 Penalty: 5400.493164
	Iteration 15Q: 3 clusters Score -4780957 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -4781116.000000 Penalty: 5400.493164
	Iteration 16Q: 3 clusters Score -4781116 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -4781277.000000 Penalty: 5400.493164
	Iteration 17Q: 3 clusters Score -4781277 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -4781405.000000 Penalty: 5400.493164
	Iteration 18Q: 3 clusters Score -4781405 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -4781514.000000 Penalty: 5400.493164
	Iteration 19Q: 3 clusters Score -4781514 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -4781606.500000 Penalty: 5400.493164
	Iteration 20F: 3 clusters Score -4781606 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -4781704.500000 Penalty: 5400.493164
	Iteration 21Q: 3 clusters Score -4781704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -4781777.000000 Penalty: 5400.493164
	Iteration 22Q: 3 clusters Score -4781777 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -4781837.000000 Penalty: 5400.493164
	Iteration 23Q: 3 clusters Score -4781837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -4781897.000000 Penalty: 5400.493164
	Iteration 24Q: 3 clusters Score -4781897 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -4781931.500000 Penalty: 5400.493164
	Iteration 25Q: 3 clusters Score -4781932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -4781946.000000 Penalty: 5400.493164
	Iteration 26Q: 3 clusters Score -4781946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -4781975.000000 Penalty: 5400.493164
	Iteration 27Q: 3 clusters Score -4781975 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -4782009.000000 Penalty: 5400.493164
	Iteration 28Q: 3 clusters Score -4782009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -4782022.500000 Penalty: 5400.493164
	Iteration 29Q: 3 clusters Score -4782022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -4782045.500000 Penalty: 5400.493164
	Iteration 30Q: 3 clusters Score -4782046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -4782058.500000 Penalty: 5400.493164
	Iteration 31Q: 3 clusters Score -4782058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -4782078.500000 Penalty: 5400.493164
	Iteration 32Q: 3 clusters Score -4782078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -4782098.500000 Penalty: 5400.493164
	Iteration 33Q: 3 clusters Score -4782098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -4782106.500000 Penalty: 5400.493164
	Iteration 34Q: 3 clusters Score -4782106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -4782117.500000 Penalty: 5400.493164
	Iteration 35Q: 3 clusters Score -4782118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -4782124.500000 Penalty: 5400.493164
	Iteration 36Q: 3 clusters Score -4782124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -4782141.500000 Penalty: 5400.493164
	Iteration 37Q: 3 clusters Score -4782142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -4782141.500000 Penalty: 5400.493164
	Iteration 38Q: 3 clusters Score -4782142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -4782152.000000 Penalty: 5400.493164
	Iteration 39Q: 3 clusters Score -4782152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -4782165.000000 Penalty: 5400.493164
	Iteration 40F: 3 clusters Score -4782165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -4782177.000000 Penalty: 5400.493164
	Iteration 41Q: 3 clusters Score -4782177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -4782174.000000 Penalty: 5400.493164
	Iteration 42Q: 3 clusters Score -4782174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -4782182.000000 Penalty: 5400.493164
	Iteration 43Q: 3 clusters Score -4782182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -4782190.500000 Penalty: 5400.493164
	Iteration 44Q: 3 clusters Score -4782190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -4782192.000000 Penalty: 5400.493164
	Iteration 45Q: 3 clusters Score -4782192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -4782194.500000 Penalty: 5400.493164
	Iteration 46Q: 3 clusters Score -4782194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -4782198.500000 Penalty: 5400.493164
	Iteration 47Q: 3 clusters Score -4782198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -4782200.000000 Penalty: 5400.493164
	Iteration 48Q: 3 clusters Score -4782200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -4782210.000000 Penalty: 5400.493164
	Iteration 49Q: 3 clusters Score -4782210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -4782214.500000 Penalty: 5400.493164
	Iteration 50Q: 3 clusters Score -4782214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -4782213.000000 Penalty: 5400.493164
	Iteration 51Q: 3 clusters Score -4782213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -4782229.000000 Penalty: 5400.493164
	Iteration 52Q: 3 clusters Score -4782229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -4782224.500000 Penalty: 5400.493164
	Iteration 53Q: 3 clusters Score -4782224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -4782239.000000 Penalty: 5400.493164
	Iteration 54Q: 3 clusters Score -4782239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -4782238.000000 Penalty: 5400.493164
	Iteration 55Q: 3 clusters Score -4782238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -4782249.000000 Penalty: 5400.493164
	Iteration 56Q: 3 clusters Score -4782249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -4782244.500000 Penalty: 5400.493164
	Iteration 57Q: 3 clusters Score -4782244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -4782260.000000 Penalty: 5400.493164
	Iteration 58Q: 3 clusters Score -4782260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -4782256.500000 Penalty: 5400.493164
	Iteration 59Q: 3 clusters Score -4782256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -4782268.500000 Penalty: 5400.493164
	Iteration 60F: 3 clusters Score -4782268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -4782283.500000 Penalty: 5400.493164
	Iteration 61Q: 3 clusters Score -4782284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -4782291.500000 Penalty: 5400.493164
	Iteration 62Q: 3 clusters Score -4782292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -4782290.500000 Penalty: 5400.493164
	Iteration 63Q: 3 clusters Score -4782290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -4782297.000000 Penalty: 5400.493164
	Iteration 64Q: 3 clusters Score -4782297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -4782293.500000 Penalty: 5400.493164
	Iteration 65Q: 3 clusters Score -4782294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -4782295.500000 Penalty: 5400.493164
	Iteration 66Q: 3 clusters Score -4782296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -4782288.500000 Penalty: 5400.493164
	Iteration 67Q: 3 clusters Score -4782288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -4782292.000000 Penalty: 5400.493164
	Iteration 68Q: 3 clusters Score -4782292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -4782287.000000 Penalty: 5400.493164
	Iteration 69Q: 3 clusters Score -4782287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -4782289.500000 Penalty: 5400.493164
	Iteration 70Q: 3 clusters Score -4782290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -4782293.500000 Penalty: 5400.493164
	Iteration 71Q: 3 clusters Score -4782294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -4782293.000000 Penalty: 5400.493164
	Iteration 72Q: 3 clusters Score -4782293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -4782298.500000 Penalty: 5400.493164
	Iteration 73Q: 3 clusters Score -4782298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -4782294.500000 Penalty: 5400.493164
	Iteration 74Q: 3 clusters Score -4782294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -4782292.500000 Penalty: 5400.493164
	Iteration 75Q: 3 clusters Score -4782292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 51627 members 
Entering Unmasked Estep 
Score: -4782291.000000 Penalty: 5400.493164
	Iteration 76Q: 3 clusters Score -4782291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -4782289.500000 Penalty: 5400.493164
	Iteration 77Q: 3 clusters Score -4782290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -4782288.500000 Penalty: 5400.493164
	Iteration 78Q: 3 clusters Score -4782288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -4782293.500000 Penalty: 5400.493164
	Iteration 79Q: 3 clusters Score -4782294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -4782296.000000 Penalty: 5400.493164
	Iteration 80F: 3 clusters Score -4782296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -4782297.000000 Penalty: 5400.493164
	Iteration 81Q: 3 clusters Score -4782297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -4782297.500000 Penalty: 5400.493164
	Iteration 82Q: 3 clusters Score -4782298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -4782299.000000 Penalty: 5400.493164
	Iteration 83Q: 3 clusters Score -4782299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -4782298.500000 Penalty: 5400.493164
	Iteration 84Q: 3 clusters Score -4782298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -4782297.500000 Penalty: 5400.493164
	Iteration 85Q: 3 clusters Score -4782298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -4782302.000000 Penalty: 5400.493164
	Iteration 86Q: 3 clusters Score -4782302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -4782304.000000 Penalty: 5400.493164
	Iteration 87Q: 3 clusters Score -4782304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -4782303.000000 Penalty: 5400.493164
	Iteration 88Q: 3 clusters Score -4782303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -4782303.000000 Penalty: 5400.493164
	Iteration 89Q: 3 clusters Score -4782303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -4782308.500000 Penalty: 5400.493164
	Iteration 90Q: 3 clusters Score -4782308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -4782308.500000 Penalty: 5400.493164
	Iteration 91F: 3 clusters Score -4782308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -836360.937500 Penalty: 2285.030762
	Iteration 0F: 2 clusters Score -836360.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -828629.250000 Penalty: 4570.061523
	Iteration 0F: 3 clusters Score -828629.2 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -831021.437500 Penalty: 4570.061523
	Iteration 1F: 3 clusters Score -831021.4 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -831342.812500 Penalty: 4570.061523
	Iteration 2F: 3 clusters Score -831342.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -831568.875000 Penalty: 4570.061523
	Iteration 3Q: 3 clusters Score -831568.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -831751.562500 Penalty: 4570.061523
	Iteration 4Q: 3 clusters Score -831751.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -831927.125000 Penalty: 4570.061523
	Iteration 5Q: 3 clusters Score -831927.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -832090.250000 Penalty: 4570.061523
	Iteration 6Q: 3 clusters Score -832090.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -832259.000000 Penalty: 4570.061523
	Iteration 7Q: 3 clusters Score -832259 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -832425.375000 Penalty: 4570.061523
	Iteration 8Q: 3 clusters Score -832425.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -832612.750000 Penalty: 4570.061523
	Iteration 9Q: 3 clusters Score -832612.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -832838.687500 Penalty: 4570.061523
	Iteration 10Q: 3 clusters Score -832838.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -833076.937500 Penalty: 4570.061523
	Iteration 11Q: 3 clusters Score -833076.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -833303.000000 Penalty: 4570.061523
	Iteration 12Q: 3 clusters Score -833303 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -833494.312500 Penalty: 4570.061523
	Iteration 13Q: 3 clusters Score -833494.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -833650.500000 Penalty: 4570.061523
	Iteration 14Q: 3 clusters Score -833650.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -833799.562500 Penalty: 4570.061523
	Iteration 15Q: 3 clusters Score -833799.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -833909.375000 Penalty: 4570.061523
	Iteration 16Q: 3 clusters Score -833909.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -833992.812500 Penalty: 4570.061523
	Iteration 17Q: 3 clusters Score -833992.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -834048.312500 Penalty: 4570.061523
	Iteration 18Q: 3 clusters Score -834048.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -834086.750000 Penalty: 4570.061523
	Iteration 19Q: 3 clusters Score -834086.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -834123.312500 Penalty: 4570.061523
	Iteration 20F: 3 clusters Score -834123.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -834157.625000 Penalty: 4570.061523
	Iteration 21Q: 3 clusters Score -834157.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -834179.750000 Penalty: 4570.061523
	Iteration 22Q: 3 clusters Score -834179.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -834203.062500 Penalty: 4570.061523
	Iteration 23Q: 3 clusters Score -834203.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -834223.250000 Penalty: 4570.061523
	Iteration 24Q: 3 clusters Score -834223.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -834236.687500 Penalty: 4570.061523
	Iteration 25Q: 3 clusters Score -834236.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -834255.625000 Penalty: 4570.061523
	Iteration 26Q: 3 clusters Score -834255.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -834270.750000 Penalty: 4570.061523
	Iteration 27Q: 3 clusters Score -834270.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -834285.500000 Penalty: 4570.061523
	Iteration 28Q: 3 clusters Score -834285.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -834301.000000 Penalty: 4570.061523
	Iteration 29Q: 3 clusters Score -834301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -834315.562500 Penalty: 4570.061523
	Iteration 30Q: 3 clusters Score -834315.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -834326.500000 Penalty: 4570.061523
	Iteration 31Q: 3 clusters Score -834326.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -834337.625000 Penalty: 4570.061523
	Iteration 32Q: 3 clusters Score -834337.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -834353.062500 Penalty: 4570.061523
	Iteration 33Q: 3 clusters Score -834353.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -834365.375000 Penalty: 4570.061523
	Iteration 34Q: 3 clusters Score -834365.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -834376.625000 Penalty: 4570.061523
	Iteration 35Q: 3 clusters Score -834376.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -834384.812500 Penalty: 4570.061523
	Iteration 36Q: 3 clusters Score -834384.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -834394.562500 Penalty: 4570.061523
	Iteration 37Q: 3 clusters Score -834394.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -834397.812500 Penalty: 4570.061523
	Iteration 38Q: 3 clusters Score -834397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -834405.812500 Penalty: 4570.061523
	Iteration 39Q: 3 clusters Score -834405.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -834415.687500 Penalty: 4570.061523
	Iteration 40F: 3 clusters Score -834415.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -834429.812500 Penalty: 4570.061523
	Iteration 41Q: 3 clusters Score -834429.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -834445.812500 Penalty: 4570.061523
	Iteration 42Q: 3 clusters Score -834445.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -834459.437500 Penalty: 4570.061523
	Iteration 43Q: 3 clusters Score -834459.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -834470.312500 Penalty: 4570.061523
	Iteration 44Q: 3 clusters Score -834470.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -834479.812500 Penalty: 4570.061523
	Iteration 45Q: 3 clusters Score -834479.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -834485.000000 Penalty: 4570.061523
	Iteration 46Q: 3 clusters Score -834485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -834499.937500 Penalty: 4570.061523
	Iteration 47Q: 3 clusters Score -834499.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -834511.625000 Penalty: 4570.061523
	Iteration 48Q: 3 clusters Score -834511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -834524.937500 Penalty: 4570.061523
	Iteration 49Q: 3 clusters Score -834524.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -834530.312500 Penalty: 4570.061523
	Iteration 50Q: 3 clusters Score -834530.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -834533.812500 Penalty: 4570.061523
	Iteration 51Q: 3 clusters Score -834533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -834542.125000 Penalty: 4570.061523
	Iteration 52Q: 3 clusters Score -834542.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -834549.312500 Penalty: 4570.061523
	Iteration 53Q: 3 clusters Score -834549.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -834562.750000 Penalty: 4570.061523
	Iteration 54Q: 3 clusters Score -834562.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -834571.562500 Penalty: 4570.061523
	Iteration 55Q: 3 clusters Score -834571.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -834584.125000 Penalty: 4570.061523
	Iteration 56Q: 3 clusters Score -834584.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -834599.125000 Penalty: 4570.061523
	Iteration 57Q: 3 clusters Score -834599.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -834612.562500 Penalty: 4570.061523
	Iteration 58Q: 3 clusters Score -834612.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -834623.875000 Penalty: 4570.061523
	Iteration 59Q: 3 clusters Score -834623.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -834634.062500 Penalty: 4570.061523
	Iteration 60F: 3 clusters Score -834634.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -834645.750000 Penalty: 4570.061523
	Iteration 61Q: 3 clusters Score -834645.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -834651.062500 Penalty: 4570.061523
	Iteration 62Q: 3 clusters Score -834651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -834657.187500 Penalty: 4570.061523
	Iteration 63Q: 3 clusters Score -834657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -834662.062500 Penalty: 4570.061523
	Iteration 64Q: 3 clusters Score -834662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -834664.937500 Penalty: 4570.061523
	Iteration 65Q: 3 clusters Score -834664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -834666.437500 Penalty: 4570.061523
	Iteration 66Q: 3 clusters Score -834666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -834668.687500 Penalty: 4570.061523
	Iteration 67Q: 3 clusters Score -834668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -834669.187500 Penalty: 4570.061523
	Iteration 68Q: 3 clusters Score -834669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -834672.375000 Penalty: 4570.061523
	Iteration 69Q: 3 clusters Score -834672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -834673.875000 Penalty: 4570.061523
	Iteration 70Q: 3 clusters Score -834673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -834677.187500 Penalty: 4570.061523
	Iteration 71Q: 3 clusters Score -834677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -834678.812500 Penalty: 4570.061523
	Iteration 72Q: 3 clusters Score -834678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -834680.125000 Penalty: 4570.061523
	Iteration 73Q: 3 clusters Score -834680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -834680.125000 Penalty: 4570.061523
	Iteration 74F: 3 clusters Score -834680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -216208.875000 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -216208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -213139.812500 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -213139.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -213818.484375 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -213818.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -214135.875000 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -214135.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -214471.281250 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -214471.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -214918.437500 Penalty: 3918.347900
	Iteration 4F: 3 clusters Score -214918.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -215234.093750 Penalty: 3918.347900
	Iteration 5F: 3 clusters Score -215234.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -215392.625000 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -215392.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -215490.437500 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -215490.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -215571.718750 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -215571.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -215631.953125 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -215632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -215689.953125 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -215690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -215761.812500 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -215761.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -215848.093750 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -215848.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -215990.796875 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -215990.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -216174.187500 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -216174.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -216278.250000 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -216278.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -216330.000000 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -216330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -216350.703125 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -216350.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -216360.468750 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -216360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -216364.015625 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -216364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -216364.718750 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -216364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216366.000000 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -216366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -216366.000000 Penalty: 3918.347900
	Iteration 22F: 3 clusters Score -216366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 785 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 12999 members 
Mstep: Class 20 contains 24128 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 415521 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329563 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22549 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11360 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58950 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 1912 members 
Entering Unmasked Estep 
Score: -113002144.000000 Penalty: 139884.406250
Splitting cluster 12 changes total score from -113003600.000000 to -113002144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Entering Unmasked Estep 
Score: -1430214.750000 Penalty: 2404.433105
	Iteration 0F: 2 clusters Score -1430215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1418409.000000 Penalty: 4808.866211
	Iteration 0F: 3 clusters Score -1418409 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1422228.250000 Penalty: 4808.866211
	Iteration 1F: 3 clusters Score -1422228 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1422603.625000 Penalty: 4808.866211
	Iteration 2F: 3 clusters Score -1422604 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1422909.375000 Penalty: 4808.866211
	Iteration 3Q: 3 clusters Score -1422909 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1423155.625000 Penalty: 4808.866211
	Iteration 4Q: 3 clusters Score -1423156 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1423388.125000 Penalty: 4808.866211
	Iteration 5Q: 3 clusters Score -1423388 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1423615.750000 Penalty: 4808.866211
	Iteration 6Q: 3 clusters Score -1423616 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1423862.375000 Penalty: 4808.866211
	Iteration 7Q: 3 clusters Score -1423862 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1424129.750000 Penalty: 4808.866211
	Iteration 8Q: 3 clusters Score -1424130 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1424431.625000 Penalty: 4808.866211
	Iteration 9Q: 3 clusters Score -1424432 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1424796.375000 Penalty: 4808.866211
	Iteration 10Q: 3 clusters Score -1424796 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1425208.750000 Penalty: 4808.866211
	Iteration 11Q: 3 clusters Score -1425209 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1425677.500000 Penalty: 4808.866211
	Iteration 12Q: 3 clusters Score -1425678 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1426220.125000 Penalty: 4808.866211
	Iteration 13Q: 3 clusters Score -1426220 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1426668.375000 Penalty: 4808.866211
	Iteration 14Q: 3 clusters Score -1426668 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1427017.000000 Penalty: 4808.866211
	Iteration 15Q: 3 clusters Score -1427017 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1427287.250000 Penalty: 4808.866211
	Iteration 16Q: 3 clusters Score -1427287 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1427498.875000 Penalty: 4808.866211
	Iteration 17Q: 3 clusters Score -1427499 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1427686.750000 Penalty: 4808.866211
	Iteration 18Q: 3 clusters Score -1427687 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1427835.375000 Penalty: 4808.866211
	Iteration 19Q: 3 clusters Score -1427835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1427925.625000 Penalty: 4808.866211
	Iteration 20F: 3 clusters Score -1427926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1427978.625000 Penalty: 4808.866211
	Iteration 21Q: 3 clusters Score -1427979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1428007.875000 Penalty: 4808.866211
	Iteration 22Q: 3 clusters Score -1428008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1428037.375000 Penalty: 4808.866211
	Iteration 23Q: 3 clusters Score -1428037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1428059.125000 Penalty: 4808.866211
	Iteration 24Q: 3 clusters Score -1428059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1428087.750000 Penalty: 4808.866211
	Iteration 25Q: 3 clusters Score -1428088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1428115.375000 Penalty: 4808.866211
	Iteration 26Q: 3 clusters Score -1428115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1428132.625000 Penalty: 4808.866211
	Iteration 27Q: 3 clusters Score -1428133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1428147.250000 Penalty: 4808.866211
	Iteration 28Q: 3 clusters Score -1428147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1428162.875000 Penalty: 4808.866211
	Iteration 29Q: 3 clusters Score -1428163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1428170.125000 Penalty: 4808.866211
	Iteration 30Q: 3 clusters Score -1428170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1428169.875000 Penalty: 4808.866211
	Iteration 31Q: 3 clusters Score -1428170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1428170.375000 Penalty: 4808.866211
	Iteration 32Q: 3 clusters Score -1428170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1428170.375000 Penalty: 4808.866211
	Iteration 33Q: 3 clusters Score -1428170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1428173.625000 Penalty: 4808.866211
	Iteration 34Q: 3 clusters Score -1428174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1428175.625000 Penalty: 4808.866211
	Iteration 35Q: 3 clusters Score -1428176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1428183.625000 Penalty: 4808.866211
	Iteration 36Q: 3 clusters Score -1428184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1428187.500000 Penalty: 4808.866211
	Iteration 37Q: 3 clusters Score -1428188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1428190.250000 Penalty: 4808.866211
	Iteration 38Q: 3 clusters Score -1428190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1428200.375000 Penalty: 4808.866211
	Iteration 39Q: 3 clusters Score -1428200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1428205.250000 Penalty: 4808.866211
	Iteration 40F: 3 clusters Score -1428205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1428208.875000 Penalty: 4808.866211
	Iteration 41Q: 3 clusters Score -1428209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1428215.125000 Penalty: 4808.866211
	Iteration 42Q: 3 clusters Score -1428215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1428217.750000 Penalty: 4808.866211
	Iteration 43Q: 3 clusters Score -1428218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1428218.750000 Penalty: 4808.866211
	Iteration 44Q: 3 clusters Score -1428219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1428218.750000 Penalty: 4808.866211
	Iteration 45F: 3 clusters Score -1428219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Entering Unmasked Estep 
Score: -1500770.125000 Penalty: 2414.971191
	Iteration 0F: 2 clusters Score -1500770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1488683.125000 Penalty: 4829.942383
	Iteration 0F: 3 clusters Score -1488683 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1492506.750000 Penalty: 4829.942383
	Iteration 1F: 3 clusters Score -1492507 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1492856.125000 Penalty: 4829.942383
	Iteration 2F: 3 clusters Score -1492856 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1493150.250000 Penalty: 4829.942383
	Iteration 3Q: 3 clusters Score -1493150 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1493404.375000 Penalty: 4829.942383
	Iteration 4Q: 3 clusters Score -1493404 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1493625.000000 Penalty: 4829.942383
	Iteration 5Q: 3 clusters Score -1493625 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1493815.500000 Penalty: 4829.942383
	Iteration 6Q: 3 clusters Score -1493816 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1494000.250000 Penalty: 4829.942383
	Iteration 7Q: 3 clusters Score -1494000 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1494194.750000 Penalty: 4829.942383
	Iteration 8Q: 3 clusters Score -1494195 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1494450.375000 Penalty: 4829.942383
	Iteration 9Q: 3 clusters Score -1494450 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1494798.375000 Penalty: 4829.942383
	Iteration 10Q: 3 clusters Score -1494798 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1495260.750000 Penalty: 4829.942383
	Iteration 11Q: 3 clusters Score -1495261 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1495834.625000 Penalty: 4829.942383
	Iteration 12Q: 3 clusters Score -1495835 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1496466.625000 Penalty: 4829.942383
	Iteration 13Q: 3 clusters Score -1496467 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1496994.875000 Penalty: 4829.942383
	Iteration 14Q: 3 clusters Score -1496995 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1497445.000000 Penalty: 4829.942383
	Iteration 15Q: 3 clusters Score -1497445 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1497800.875000 Penalty: 4829.942383
	Iteration 16Q: 3 clusters Score -1497801 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1498100.375000 Penalty: 4829.942383
	Iteration 17Q: 3 clusters Score -1498100 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1498256.250000 Penalty: 4829.942383
	Iteration 18Q: 3 clusters Score -1498256 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1498375.250000 Penalty: 4829.942383
	Iteration 19Q: 3 clusters Score -1498375 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1498469.375000 Penalty: 4829.942383
	Iteration 20F: 3 clusters Score -1498469 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1498541.125000 Penalty: 4829.942383
	Iteration 21Q: 3 clusters Score -1498541 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1498587.875000 Penalty: 4829.942383
	Iteration 22Q: 3 clusters Score -1498588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1498626.000000 Penalty: 4829.942383
	Iteration 23Q: 3 clusters Score -1498626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1498654.500000 Penalty: 4829.942383
	Iteration 24Q: 3 clusters Score -1498654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1498679.500000 Penalty: 4829.942383
	Iteration 25Q: 3 clusters Score -1498680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1498696.250000 Penalty: 4829.942383
	Iteration 26Q: 3 clusters Score -1498696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1498717.000000 Penalty: 4829.942383
	Iteration 27Q: 3 clusters Score -1498717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1498730.250000 Penalty: 4829.942383
	Iteration 28Q: 3 clusters Score -1498730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1498745.750000 Penalty: 4829.942383
	Iteration 29Q: 3 clusters Score -1498746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1498756.625000 Penalty: 4829.942383
	Iteration 30Q: 3 clusters Score -1498757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1498769.125000 Penalty: 4829.942383
	Iteration 31Q: 3 clusters Score -1498769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1498790.750000 Penalty: 4829.942383
	Iteration 32Q: 3 clusters Score -1498791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1498800.750000 Penalty: 4829.942383
	Iteration 33Q: 3 clusters Score -1498801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1498808.750000 Penalty: 4829.942383
	Iteration 34Q: 3 clusters Score -1498809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1498819.875000 Penalty: 4829.942383
	Iteration 35Q: 3 clusters Score -1498820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1498834.875000 Penalty: 4829.942383
	Iteration 36Q: 3 clusters Score -1498835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1498841.375000 Penalty: 4829.942383
	Iteration 37Q: 3 clusters Score -1498841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1498842.500000 Penalty: 4829.942383
	Iteration 38Q: 3 clusters Score -1498842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1498847.125000 Penalty: 4829.942383
	Iteration 39Q: 3 clusters Score -1498847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1498844.375000 Penalty: 4829.942383
	Iteration 40F: 3 clusters Score -1498844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1498847.625000 Penalty: 4829.942383
	Iteration 41Q: 3 clusters Score -1498848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1498852.500000 Penalty: 4829.942383
	Iteration 42Q: 3 clusters Score -1498852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1498849.250000 Penalty: 4829.942383
	Iteration 43Q: 3 clusters Score -1498849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1498851.750000 Penalty: 4829.942383
	Iteration 44Q: 3 clusters Score -1498852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1498851.500000 Penalty: 4829.942383
	Iteration 45Q: 3 clusters Score -1498852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1498852.375000 Penalty: 4829.942383
	Iteration 46Q: 3 clusters Score -1498852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1498853.250000 Penalty: 4829.942383
	Iteration 47Q: 3 clusters Score -1498853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1498857.500000 Penalty: 4829.942383
	Iteration 48Q: 3 clusters Score -1498858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1498858.500000 Penalty: 4829.942383
	Iteration 49Q: 3 clusters Score -1498858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1498861.125000 Penalty: 4829.942383
	Iteration 50Q: 3 clusters Score -1498861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1498860.875000 Penalty: 4829.942383
	Iteration 51Q: 3 clusters Score -1498861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1498861.000000 Penalty: 4829.942383
	Iteration 52Q: 3 clusters Score -1498861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1498862.875000 Penalty: 4829.942383
	Iteration 53Q: 3 clusters Score -1498863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1498862.500000 Penalty: 4829.942383
	Iteration 54Q: 3 clusters Score -1498862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1498862.750000 Penalty: 4829.942383
	Iteration 55Q: 3 clusters Score -1498863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1498863.750000 Penalty: 4829.942383
	Iteration 56Q: 3 clusters Score -1498864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1498863.750000 Penalty: 4829.942383
	Iteration 57F: 3 clusters Score -1498864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -227268.218750 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -227268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -224186.046875 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -224186 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -224747.031250 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -224747 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -224901.296875 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -224901.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -224980.687500 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -224980.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -225036.671875 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -225036.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -225090.140625 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -225090.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -225135.546875 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -225135.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -225166.484375 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -225166.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -225188.078125 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -225188.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -225200.578125 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -225200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -225209.718750 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -225209.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -225215.609375 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -225215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -225219.234375 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -225219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -225222.718750 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -225222.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -225225.625000 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -225225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -225228.265625 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -225228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -225230.671875 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -225230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -225233.328125 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -225233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -225235.531250 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -225235.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -225238.703125 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -225238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -225240.671875 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -225240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -225241.187500 Penalty: 3913.357666
	Iteration 21Q: 3 clusters Score -225241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -225241.187500 Penalty: 3913.357666
	Iteration 22F: 3 clusters Score -225241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Entering Unmasked Estep 
Score: -1213101.000000 Penalty: 2385.940186
	Iteration 0F: 2 clusters Score -1213101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1202188.125000 Penalty: 4771.880371
	Iteration 0F: 3 clusters Score -1202188 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1205786.750000 Penalty: 4771.880371
	Iteration 1F: 3 clusters Score -1205787 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1206440.500000 Penalty: 4771.880371
	Iteration 2F: 3 clusters Score -1206440 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1207323.125000 Penalty: 4771.880371
	Iteration 3F: 3 clusters Score -1207323 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1208471.750000 Penalty: 4771.880371
	Iteration 4F: 3 clusters Score -1208472 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1209627.750000 Penalty: 4771.880371
	Iteration 5F: 3 clusters Score -1209628 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1210653.500000 Penalty: 4771.880371
	Iteration 6F: 3 clusters Score -1210654 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1211586.625000 Penalty: 4771.880371
	Iteration 7F: 3 clusters Score -1211587 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1212572.375000 Penalty: 4771.880371
	Iteration 8F: 3 clusters Score -1212572 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1213321.250000 Penalty: 4771.880371
	Iteration 9Q: 3 clusters Score -1213321 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1213764.125000 Penalty: 4771.880371
	Iteration 10Q: 3 clusters Score -1213764 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1214007.375000 Penalty: 4771.880371
	Iteration 11Q: 3 clusters Score -1214007 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1214157.000000 Penalty: 4771.880371
	Iteration 12Q: 3 clusters Score -1214157 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1214257.750000 Penalty: 4771.880371
	Iteration 13Q: 3 clusters Score -1214258 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1214317.500000 Penalty: 4771.880371
	Iteration 14Q: 3 clusters Score -1214318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1214354.875000 Penalty: 4771.880371
	Iteration 15Q: 3 clusters Score -1214355 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1214373.000000 Penalty: 4771.880371
	Iteration 16Q: 3 clusters Score -1214373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1214385.500000 Penalty: 4771.880371
	Iteration 17Q: 3 clusters Score -1214386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1214401.750000 Penalty: 4771.880371
	Iteration 18Q: 3 clusters Score -1214402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1214408.250000 Penalty: 4771.880371
	Iteration 19Q: 3 clusters Score -1214408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1214409.375000 Penalty: 4771.880371
	Iteration 20F: 3 clusters Score -1214409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1214407.375000 Penalty: 4771.880371
	Iteration 21Q: 3 clusters Score -1214407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1214410.750000 Penalty: 4771.880371
	Iteration 22Q: 3 clusters Score -1214411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1214412.125000 Penalty: 4771.880371
	Iteration 23Q: 3 clusters Score -1214412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1214415.750000 Penalty: 4771.880371
	Iteration 24Q: 3 clusters Score -1214416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1214417.375000 Penalty: 4771.880371
	Iteration 25Q: 3 clusters Score -1214417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1214415.625000 Penalty: 4771.880371
	Iteration 26Q: 3 clusters Score -1214416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1214415.625000 Penalty: 4771.880371
	Iteration 27Q: 3 clusters Score -1214416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1214417.500000 Penalty: 4771.880371
	Iteration 28Q: 3 clusters Score -1214418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1214416.750000 Penalty: 4771.880371
	Iteration 29Q: 3 clusters Score -1214417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1214418.000000 Penalty: 4771.880371
	Iteration 30Q: 3 clusters Score -1214418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1214416.000000 Penalty: 4771.880371
	Iteration 31Q: 3 clusters Score -1214416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1214417.625000 Penalty: 4771.880371
	Iteration 32Q: 3 clusters Score -1214418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1214417.500000 Penalty: 4771.880371
	Iteration 33Q: 3 clusters Score -1214418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1214417.500000 Penalty: 4771.880371
	Iteration 34F: 3 clusters Score -1214418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 12999 members 
Mstep: Class 20 contains 24128 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 415521 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329563 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22549 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11360 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58950 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 6389 members 
Entering Unmasked Estep 
Score: -113003600.000000 Penalty: 139884.406250
Splitting cluster 16 changes total score from -113003600.000000 to -113003600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (100506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100506 members 
Entering Unmasked Estep 
Score: -8828874.000000 Penalty: 2856.457275
	Iteration 0F: 2 clusters Score -8828874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -8761727.000000 Penalty: 5712.914551
	Iteration 0F: 3 clusters Score -8761727 nChanged 47566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -8789156.000000 Penalty: 5712.914551
	Iteration 1F: 3 clusters Score -8789156 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -8790448.000000 Penalty: 5712.914551
	Iteration 2Q: 3 clusters Score -8790448 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -8792176.000000 Penalty: 5712.914551
	Iteration 3Q: 3 clusters Score -8792176 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -8794574.000000 Penalty: 5712.914551
	Iteration 4F: 3 clusters Score -8794574 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -8798266.000000 Penalty: 5712.914551
	Iteration 5F: 3 clusters Score -8798266 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -8803588.000000 Penalty: 5712.914551
	Iteration 6F: 3 clusters Score -8803588 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -8810246.000000 Penalty: 5712.914551
	Iteration 7F: 3 clusters Score -8810246 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -8816883.000000 Penalty: 5712.914551
	Iteration 8F: 3 clusters Score -8816883 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -8821762.000000 Penalty: 5712.914551
	Iteration 9F: 3 clusters Score -8821762 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -8824432.000000 Penalty: 5712.914551
	Iteration 10Q: 3 clusters Score -8824432 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 99252 members 
Entering Unmasked Estep 
Score: -8825594.000000 Penalty: 5712.914551
	Iteration 11Q: 3 clusters Score -8825594 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -8826030.000000 Penalty: 5712.914551
	Iteration 12Q: 3 clusters Score -8826030 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
Score: -8826234.000000 Penalty: 5712.914551
	Iteration 13Q: 3 clusters Score -8826234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -8826326.000000 Penalty: 5712.914551
	Iteration 14Q: 3 clusters Score -8826326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -8826396.000000 Penalty: 5712.914551
	Iteration 15Q: 3 clusters Score -8826396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -8826433.000000 Penalty: 5712.914551
	Iteration 16Q: 3 clusters Score -8826433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 100111 members 
Entering Unmasked Estep 
Score: -8826482.000000 Penalty: 5712.914551
	Iteration 17Q: 3 clusters Score -8826482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -8826490.000000 Penalty: 5712.914551
	Iteration 18Q: 3 clusters Score -8826490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -8826522.000000 Penalty: 5712.914551
	Iteration 19Q: 3 clusters Score -8826522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 100140 members 
Entering Unmasked Estep 
Score: -8826531.000000 Penalty: 5712.914551
	Iteration 20F: 3 clusters Score -8826531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -8826542.000000 Penalty: 5712.914551
	Iteration 21Q: 3 clusters Score -8826542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -8826550.000000 Penalty: 5712.914551
	Iteration 22Q: 3 clusters Score -8826550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -8826556.000000 Penalty: 5712.914551
	Iteration 23Q: 3 clusters Score -8826556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -8826554.000000 Penalty: 5712.914551
	Iteration 24Q: 3 clusters Score -8826554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -8826552.000000 Penalty: 5712.914551
	Iteration 25Q: 3 clusters Score -8826552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -8826555.000000 Penalty: 5712.914551
	Iteration 26Q: 3 clusters Score -8826555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -8826553.000000 Penalty: 5712.914551
	Iteration 27Q: 3 clusters Score -8826553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -8826553.000000 Penalty: 5712.914551
	Iteration 28F: 3 clusters Score -8826553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -521540.031250 Penalty: 2170.875244
	Iteration 0F: 2 clusters Score -521540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -516222.625000 Penalty: 4341.750488
	Iteration 0F: 3 clusters Score -516222.6 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -517752.875000 Penalty: 4341.750488
	Iteration 1F: 3 clusters Score -517752.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -518212.218750 Penalty: 4341.750488
	Iteration 2F: 3 clusters Score -518212.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -518547.156250 Penalty: 4341.750488
	Iteration 3F: 3 clusters Score -518547.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -518806.937500 Penalty: 4341.750488
	Iteration 4F: 3 clusters Score -518806.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -518995.343750 Penalty: 4341.750488
	Iteration 5Q: 3 clusters Score -518995.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -519173.187500 Penalty: 4341.750488
	Iteration 6Q: 3 clusters Score -519173.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -519349.437500 Penalty: 4341.750488
	Iteration 7Q: 3 clusters Score -519349.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -519511.562500 Penalty: 4341.750488
	Iteration 8Q: 3 clusters Score -519511.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -519650.312500 Penalty: 4341.750488
	Iteration 9Q: 3 clusters Score -519650.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -519804.875000 Penalty: 4341.750488
	Iteration 10Q: 3 clusters Score -519804.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -519998.000000 Penalty: 4341.750488
	Iteration 11Q: 3 clusters Score -519998 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -520240.031250 Penalty: 4341.750488
	Iteration 12Q: 3 clusters Score -520240 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -520506.937500 Penalty: 4341.750488
	Iteration 13Q: 3 clusters Score -520506.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -520785.406250 Penalty: 4341.750488
	Iteration 14Q: 3 clusters Score -520785.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -521036.250000 Penalty: 4341.750488
	Iteration 15Q: 3 clusters Score -521036.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -521265.343750 Penalty: 4341.750488
	Iteration 16Q: 3 clusters Score -521265.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -521422.437500 Penalty: 4341.750488
	Iteration 17Q: 3 clusters Score -521422.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -521529.312500 Penalty: 4341.750488
	Iteration 18Q: 3 clusters Score -521529.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -521592.156250 Penalty: 4341.750488
	Iteration 19Q: 3 clusters Score -521592.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -521646.906250 Penalty: 4341.750488
	Iteration 20F: 3 clusters Score -521646.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -521688.593750 Penalty: 4341.750488
	Iteration 21Q: 3 clusters Score -521688.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -521715.062500 Penalty: 4341.750488
	Iteration 22Q: 3 clusters Score -521715.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -521735.437500 Penalty: 4341.750488
	Iteration 23Q: 3 clusters Score -521735.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -521751.937500 Penalty: 4341.750488
	Iteration 24Q: 3 clusters Score -521751.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -521768.531250 Penalty: 4341.750488
	Iteration 25Q: 3 clusters Score -521768.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -521778.093750 Penalty: 4341.750488
	Iteration 26Q: 3 clusters Score -521778.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -521786.218750 Penalty: 4341.750488
	Iteration 27Q: 3 clusters Score -521786.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -521791.906250 Penalty: 4341.750488
	Iteration 28Q: 3 clusters Score -521791.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -521798.125000 Penalty: 4341.750488
	Iteration 29Q: 3 clusters Score -521798.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -521807.375000 Penalty: 4341.750488
	Iteration 30Q: 3 clusters Score -521807.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -521816.031250 Penalty: 4341.750488
	Iteration 31Q: 3 clusters Score -521816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -521824.593750 Penalty: 4341.750488
	Iteration 32Q: 3 clusters Score -521824.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -521826.812500 Penalty: 4341.750488
	Iteration 33Q: 3 clusters Score -521826.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -521832.781250 Penalty: 4341.750488
	Iteration 34Q: 3 clusters Score -521832.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -521838.875000 Penalty: 4341.750488
	Iteration 35Q: 3 clusters Score -521838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -521842.781250 Penalty: 4341.750488
	Iteration 36Q: 3 clusters Score -521842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -521846.093750 Penalty: 4341.750488
	Iteration 37Q: 3 clusters Score -521846.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -521851.500000 Penalty: 4341.750488
	Iteration 38Q: 3 clusters Score -521851.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -521860.125000 Penalty: 4341.750488
	Iteration 39Q: 3 clusters Score -521860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -521869.750000 Penalty: 4341.750488
	Iteration 40F: 3 clusters Score -521869.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -521882.250000 Penalty: 4341.750488
	Iteration 41Q: 3 clusters Score -521882.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -521898.281250 Penalty: 4341.750488
	Iteration 42Q: 3 clusters Score -521898.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -521930.250000 Penalty: 4341.750488
	Iteration 43Q: 3 clusters Score -521930.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -521968.937500 Penalty: 4341.750488
	Iteration 44Q: 3 clusters Score -521968.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -522019.875000 Penalty: 4341.750488
	Iteration 45Q: 3 clusters Score -522019.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -522071.500000 Penalty: 4341.750488
	Iteration 46Q: 3 clusters Score -522071.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -522106.218750 Penalty: 4341.750488
	Iteration 47Q: 3 clusters Score -522106.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -522132.687500 Penalty: 4341.750488
	Iteration 48Q: 3 clusters Score -522132.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -522153.125000 Penalty: 4341.750488
	Iteration 49Q: 3 clusters Score -522153.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -522173.937500 Penalty: 4341.750488
	Iteration 50Q: 3 clusters Score -522173.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -522188.218750 Penalty: 4341.750488
	Iteration 51Q: 3 clusters Score -522188.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -522197.312500 Penalty: 4341.750488
	Iteration 52Q: 3 clusters Score -522197.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -522208.031250 Penalty: 4341.750488
	Iteration 53Q: 3 clusters Score -522208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -522215.468750 Penalty: 4341.750488
	Iteration 54Q: 3 clusters Score -522215.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -522217.750000 Penalty: 4341.750488
	Iteration 55Q: 3 clusters Score -522217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -522219.406250 Penalty: 4341.750488
	Iteration 56Q: 3 clusters Score -522219.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -522221.312500 Penalty: 4341.750488
	Iteration 57Q: 3 clusters Score -522221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -522224.468750 Penalty: 4341.750488
	Iteration 58Q: 3 clusters Score -522224.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -522228.156250 Penalty: 4341.750488
	Iteration 59Q: 3 clusters Score -522228.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -522230.406250 Penalty: 4341.750488
	Iteration 60F: 3 clusters Score -522230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -522233.656250 Penalty: 4341.750488
	Iteration 61Q: 3 clusters Score -522233.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -522239.781250 Penalty: 4341.750488
	Iteration 62Q: 3 clusters Score -522239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -522242.156250 Penalty: 4341.750488
	Iteration 63Q: 3 clusters Score -522242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -522245.000000 Penalty: 4341.750488
	Iteration 64Q: 3 clusters Score -522245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -522244.625000 Penalty: 4341.750488
	Iteration 65Q: 3 clusters Score -522244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -522246.531250 Penalty: 4341.750488
	Iteration 66Q: 3 clusters Score -522246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -522246.218750 Penalty: 4341.750488
	Iteration 67Q: 3 clusters Score -522246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -522248.781250 Penalty: 4341.750488
	Iteration 68Q: 3 clusters Score -522248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -522252.281250 Penalty: 4341.750488
	Iteration 69Q: 3 clusters Score -522252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -522254.875000 Penalty: 4341.750488
	Iteration 70Q: 3 clusters Score -522254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -522254.500000 Penalty: 4341.750488
	Iteration 71Q: 3 clusters Score -522254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -522254.906250 Penalty: 4341.750488
	Iteration 72Q: 3 clusters Score -522254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -522255.468750 Penalty: 4341.750488
	Iteration 73Q: 3 clusters Score -522255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -522254.968750 Penalty: 4341.750488
	Iteration 74Q: 3 clusters Score -522255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -522257.156250 Penalty: 4341.750488
	Iteration 75Q: 3 clusters Score -522257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -522257.125000 Penalty: 4341.750488
	Iteration 76Q: 3 clusters Score -522257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -522257.031250 Penalty: 4341.750488
	Iteration 77Q: 3 clusters Score -522257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -522258.031250 Penalty: 4341.750488
	Iteration 78Q: 3 clusters Score -522258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -522257.937500 Penalty: 4341.750488
	Iteration 79Q: 3 clusters Score -522257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -522257.937500 Penalty: 4341.750488
	Iteration 80F: 3 clusters Score -522257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 12999 members 
Mstep: Class 20 contains 24128 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 415521 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329563 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22549 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11360 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58950 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 3076 members 
Entering Unmasked Estep 
Score: -113003176.000000 Penalty: 139884.406250
Splitting cluster 18 changes total score from -113003600.000000 to -113003176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Entering Unmasked Estep 
Score: -1112007.000000 Penalty: 2349.211670
	Iteration 0F: 2 clusters Score -1112007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1102409.750000 Penalty: 4698.423340
	Iteration 0F: 3 clusters Score -1102410 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1105376.000000 Penalty: 4698.423340
	Iteration 1F: 3 clusters Score -1105376 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1105870.000000 Penalty: 4698.423340
	Iteration 2F: 3 clusters Score -1105870 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1106423.000000 Penalty: 4698.423340
	Iteration 3F: 3 clusters Score -1106423 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1107108.125000 Penalty: 4698.423340
	Iteration 4F: 3 clusters Score -1107108 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1107829.625000 Penalty: 4698.423340
	Iteration 5F: 3 clusters Score -1107830 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1108530.375000 Penalty: 4698.423340
	Iteration 6F: 3 clusters Score -1108530 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1109058.625000 Penalty: 4698.423340
	Iteration 7F: 3 clusters Score -1109059 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1109411.750000 Penalty: 4698.423340
	Iteration 8Q: 3 clusters Score -1109412 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1109638.500000 Penalty: 4698.423340
	Iteration 9Q: 3 clusters Score -1109638 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1109780.875000 Penalty: 4698.423340
	Iteration 10Q: 3 clusters Score -1109781 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1109886.250000 Penalty: 4698.423340
	Iteration 11Q: 3 clusters Score -1109886 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1109972.000000 Penalty: 4698.423340
	Iteration 12Q: 3 clusters Score -1109972 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1110040.375000 Penalty: 4698.423340
	Iteration 13Q: 3 clusters Score -1110040 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1110108.000000 Penalty: 4698.423340
	Iteration 14Q: 3 clusters Score -1110108 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1110190.250000 Penalty: 4698.423340
	Iteration 15Q: 3 clusters Score -1110190 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1110279.375000 Penalty: 4698.423340
	Iteration 16Q: 3 clusters Score -1110279 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1110379.000000 Penalty: 4698.423340
	Iteration 17Q: 3 clusters Score -1110379 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1110474.625000 Penalty: 4698.423340
	Iteration 18Q: 3 clusters Score -1110475 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1110561.500000 Penalty: 4698.423340
	Iteration 19Q: 3 clusters Score -1110562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1110649.625000 Penalty: 4698.423340
	Iteration 20F: 3 clusters Score -1110650 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1110743.875000 Penalty: 4698.423340
	Iteration 21Q: 3 clusters Score -1110744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1110824.625000 Penalty: 4698.423340
	Iteration 22Q: 3 clusters Score -1110825 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1110897.125000 Penalty: 4698.423340
	Iteration 23Q: 3 clusters Score -1110897 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1110960.250000 Penalty: 4698.423340
	Iteration 24Q: 3 clusters Score -1110960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1111015.250000 Penalty: 4698.423340
	Iteration 25Q: 3 clusters Score -1111015 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1111069.250000 Penalty: 4698.423340
	Iteration 26Q: 3 clusters Score -1111069 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1111100.750000 Penalty: 4698.423340
	Iteration 27Q: 3 clusters Score -1111101 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1111135.000000 Penalty: 4698.423340
	Iteration 28Q: 3 clusters Score -1111135 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1111168.000000 Penalty: 4698.423340
	Iteration 29Q: 3 clusters Score -1111168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1111200.875000 Penalty: 4698.423340
	Iteration 30Q: 3 clusters Score -1111201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1111240.125000 Penalty: 4698.423340
	Iteration 31Q: 3 clusters Score -1111240 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1111272.750000 Penalty: 4698.423340
	Iteration 32Q: 3 clusters Score -1111273 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1111311.875000 Penalty: 4698.423340
	Iteration 33Q: 3 clusters Score -1111312 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1111346.250000 Penalty: 4698.423340
	Iteration 34Q: 3 clusters Score -1111346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1111370.375000 Penalty: 4698.423340
	Iteration 35Q: 3 clusters Score -1111370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1111397.250000 Penalty: 4698.423340
	Iteration 36Q: 3 clusters Score -1111397 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1111421.125000 Penalty: 4698.423340
	Iteration 37Q: 3 clusters Score -1111421 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1111450.125000 Penalty: 4698.423340
	Iteration 38Q: 3 clusters Score -1111450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1111476.750000 Penalty: 4698.423340
	Iteration 39Q: 3 clusters Score -1111477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1111492.125000 Penalty: 4698.423340
	Iteration 40F: 3 clusters Score -1111492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1111509.000000 Penalty: 4698.423340
	Iteration 41Q: 3 clusters Score -1111509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1111527.375000 Penalty: 4698.423340
	Iteration 42Q: 3 clusters Score -1111527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1111548.250000 Penalty: 4698.423340
	Iteration 43Q: 3 clusters Score -1111548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1111562.875000 Penalty: 4698.423340
	Iteration 44Q: 3 clusters Score -1111563 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1111580.750000 Penalty: 4698.423340
	Iteration 45Q: 3 clusters Score -1111581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1111584.500000 Penalty: 4698.423340
	Iteration 46Q: 3 clusters Score -1111584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1111596.750000 Penalty: 4698.423340
	Iteration 47Q: 3 clusters Score -1111597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1111605.750000 Penalty: 4698.423340
	Iteration 48Q: 3 clusters Score -1111606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1111609.500000 Penalty: 4698.423340
	Iteration 49Q: 3 clusters Score -1111610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1111614.250000 Penalty: 4698.423340
	Iteration 50Q: 3 clusters Score -1111614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1111618.375000 Penalty: 4698.423340
	Iteration 51Q: 3 clusters Score -1111618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1111622.250000 Penalty: 4698.423340
	Iteration 52Q: 3 clusters Score -1111622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1111628.625000 Penalty: 4698.423340
	Iteration 53Q: 3 clusters Score -1111629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1111633.750000 Penalty: 4698.423340
	Iteration 54Q: 3 clusters Score -1111634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1111637.375000 Penalty: 4698.423340
	Iteration 55Q: 3 clusters Score -1111637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1111641.250000 Penalty: 4698.423340
	Iteration 56Q: 3 clusters Score -1111641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1111644.000000 Penalty: 4698.423340
	Iteration 57Q: 3 clusters Score -1111644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1111648.000000 Penalty: 4698.423340
	Iteration 58Q: 3 clusters Score -1111648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1111650.750000 Penalty: 4698.423340
	Iteration 59Q: 3 clusters Score -1111651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1111650.250000 Penalty: 4698.423340
	Iteration 60F: 3 clusters Score -1111650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1111651.875000 Penalty: 4698.423340
	Iteration 61Q: 3 clusters Score -1111652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1111650.875000 Penalty: 4698.423340
	Iteration 62Q: 3 clusters Score -1111651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1111654.000000 Penalty: 4698.423340
	Iteration 63Q: 3 clusters Score -1111654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1111653.375000 Penalty: 4698.423340
	Iteration 64Q: 3 clusters Score -1111653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1111652.875000 Penalty: 4698.423340
	Iteration 65Q: 3 clusters Score -1111653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1111653.250000 Penalty: 4698.423340
	Iteration 66Q: 3 clusters Score -1111653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1111652.500000 Penalty: 4698.423340
	Iteration 67Q: 3 clusters Score -1111652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1111652.125000 Penalty: 4698.423340
	Iteration 68Q: 3 clusters Score -1111652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1111652.375000 Penalty: 4698.423340
	Iteration 69Q: 3 clusters Score -1111652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1111650.000000 Penalty: 4698.423340
	Iteration 70Q: 3 clusters Score -1111650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1111650.000000 Penalty: 4698.423340
	Iteration 71F: 3 clusters Score -1111650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Entering Unmasked Estep 
Score: -1965252.375000 Penalty: 2502.599854
	Iteration 0F: 2 clusters Score -1965252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1948466.250000 Penalty: 5005.199707
	Iteration 0F: 3 clusters Score -1948466 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1954456.500000 Penalty: 5005.199707
	Iteration 1F: 3 clusters Score -1954456 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1955165.250000 Penalty: 5005.199707
	Iteration 2F: 3 clusters Score -1955165 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1956058.750000 Penalty: 5005.199707
	Iteration 3F: 3 clusters Score -1956059 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1957033.750000 Penalty: 5005.199707
	Iteration 4F: 3 clusters Score -1957034 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1957939.250000 Penalty: 5005.199707
	Iteration 5F: 3 clusters Score -1957939 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1958901.250000 Penalty: 5005.199707
	Iteration 6F: 3 clusters Score -1958901 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1959822.750000 Penalty: 5005.199707
	Iteration 7F: 3 clusters Score -1959823 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1960655.125000 Penalty: 5005.199707
	Iteration 8F: 3 clusters Score -1960655 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1961438.500000 Penalty: 5005.199707
	Iteration 9Q: 3 clusters Score -1961438 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1962060.125000 Penalty: 5005.199707
	Iteration 10Q: 3 clusters Score -1962060 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1962540.375000 Penalty: 5005.199707
	Iteration 11Q: 3 clusters Score -1962540 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1962825.375000 Penalty: 5005.199707
	Iteration 12Q: 3 clusters Score -1962825 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1963024.125000 Penalty: 5005.199707
	Iteration 13Q: 3 clusters Score -1963024 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1963164.375000 Penalty: 5005.199707
	Iteration 14Q: 3 clusters Score -1963164 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1963265.750000 Penalty: 5005.199707
	Iteration 15Q: 3 clusters Score -1963266 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1963342.625000 Penalty: 5005.199707
	Iteration 16Q: 3 clusters Score -1963343 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1963399.625000 Penalty: 5005.199707
	Iteration 17Q: 3 clusters Score -1963400 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1963453.250000 Penalty: 5005.199707
	Iteration 18Q: 3 clusters Score -1963453 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1963497.625000 Penalty: 5005.199707
	Iteration 19Q: 3 clusters Score -1963498 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1963526.500000 Penalty: 5005.199707
	Iteration 20F: 3 clusters Score -1963526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1963550.875000 Penalty: 5005.199707
	Iteration 21Q: 3 clusters Score -1963551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1963574.250000 Penalty: 5005.199707
	Iteration 22Q: 3 clusters Score -1963574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1963592.500000 Penalty: 5005.199707
	Iteration 23Q: 3 clusters Score -1963592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1963601.375000 Penalty: 5005.199707
	Iteration 24Q: 3 clusters Score -1963601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1963607.375000 Penalty: 5005.199707
	Iteration 25Q: 3 clusters Score -1963607 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1963612.625000 Penalty: 5005.199707
	Iteration 26Q: 3 clusters Score -1963613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1963622.750000 Penalty: 5005.199707
	Iteration 27Q: 3 clusters Score -1963623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1963636.125000 Penalty: 5005.199707
	Iteration 28Q: 3 clusters Score -1963636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1963643.000000 Penalty: 5005.199707
	Iteration 29Q: 3 clusters Score -1963643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1963646.250000 Penalty: 5005.199707
	Iteration 30Q: 3 clusters Score -1963646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1963654.500000 Penalty: 5005.199707
	Iteration 31Q: 3 clusters Score -1963654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1963666.125000 Penalty: 5005.199707
	Iteration 32Q: 3 clusters Score -1963666 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1963676.000000 Penalty: 5005.199707
	Iteration 33Q: 3 clusters Score -1963676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1963681.125000 Penalty: 5005.199707
	Iteration 34Q: 3 clusters Score -1963681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1963686.750000 Penalty: 5005.199707
	Iteration 35Q: 3 clusters Score -1963687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1963687.750000 Penalty: 5005.199707
	Iteration 36Q: 3 clusters Score -1963688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1963690.750000 Penalty: 5005.199707
	Iteration 37Q: 3 clusters Score -1963691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1963697.500000 Penalty: 5005.199707
	Iteration 38Q: 3 clusters Score -1963698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1963708.500000 Penalty: 5005.199707
	Iteration 39Q: 3 clusters Score -1963708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1963714.625000 Penalty: 5005.199707
	Iteration 40F: 3 clusters Score -1963715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1963713.500000 Penalty: 5005.199707
	Iteration 41Q: 3 clusters Score -1963714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1963721.000000 Penalty: 5005.199707
	Iteration 42Q: 3 clusters Score -1963721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1963731.875000 Penalty: 5005.199707
	Iteration 43Q: 3 clusters Score -1963732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1963734.875000 Penalty: 5005.199707
	Iteration 44Q: 3 clusters Score -1963735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1963743.875000 Penalty: 5005.199707
	Iteration 45Q: 3 clusters Score -1963744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1963752.375000 Penalty: 5005.199707
	Iteration 46Q: 3 clusters Score -1963752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1963761.250000 Penalty: 5005.199707
	Iteration 47Q: 3 clusters Score -1963761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1963764.750000 Penalty: 5005.199707
	Iteration 48Q: 3 clusters Score -1963765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1963762.875000 Penalty: 5005.199707
	Iteration 49Q: 3 clusters Score -1963763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1963764.125000 Penalty: 5005.199707
	Iteration 50Q: 3 clusters Score -1963764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1963767.500000 Penalty: 5005.199707
	Iteration 51Q: 3 clusters Score -1963768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1963773.375000 Penalty: 5005.199707
	Iteration 52Q: 3 clusters Score -1963773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1963775.500000 Penalty: 5005.199707
	Iteration 53Q: 3 clusters Score -1963776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1963780.125000 Penalty: 5005.199707
	Iteration 54Q: 3 clusters Score -1963780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1963783.000000 Penalty: 5005.199707
	Iteration 55Q: 3 clusters Score -1963783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1963787.250000 Penalty: 5005.199707
	Iteration 56Q: 3 clusters Score -1963787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1963787.750000 Penalty: 5005.199707
	Iteration 57Q: 3 clusters Score -1963788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1963790.625000 Penalty: 5005.199707
	Iteration 58Q: 3 clusters Score -1963791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1963789.625000 Penalty: 5005.199707
	Iteration 59Q: 3 clusters Score -1963790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1963790.250000 Penalty: 5005.199707
	Iteration 60F: 3 clusters Score -1963790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1963792.250000 Penalty: 5005.199707
	Iteration 61Q: 3 clusters Score -1963792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1963796.500000 Penalty: 5005.199707
	Iteration 62Q: 3 clusters Score -1963796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1963797.750000 Penalty: 5005.199707
	Iteration 63Q: 3 clusters Score -1963798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1963800.000000 Penalty: 5005.199707
	Iteration 64Q: 3 clusters Score -1963800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1963801.000000 Penalty: 5005.199707
	Iteration 65Q: 3 clusters Score -1963801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1963800.875000 Penalty: 5005.199707
	Iteration 66Q: 3 clusters Score -1963801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1963799.750000 Penalty: 5005.199707
	Iteration 67Q: 3 clusters Score -1963800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1963808.750000 Penalty: 5005.199707
	Iteration 68Q: 3 clusters Score -1963809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1963809.500000 Penalty: 5005.199707
	Iteration 69Q: 3 clusters Score -1963810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1963814.875000 Penalty: 5005.199707
	Iteration 70Q: 3 clusters Score -1963815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1963810.875000 Penalty: 5005.199707
	Iteration 71Q: 3 clusters Score -1963811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1963813.125000 Penalty: 5005.199707
	Iteration 72Q: 3 clusters Score -1963813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1963816.000000 Penalty: 5005.199707
	Iteration 73Q: 3 clusters Score -1963816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1963812.250000 Penalty: 5005.199707
	Iteration 74Q: 3 clusters Score -1963812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1963813.375000 Penalty: 5005.199707
	Iteration 75Q: 3 clusters Score -1963813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1963815.250000 Penalty: 5005.199707
	Iteration 76Q: 3 clusters Score -1963815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1963814.375000 Penalty: 5005.199707
	Iteration 77Q: 3 clusters Score -1963814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1963814.375000 Penalty: 5005.199707
	Iteration 78F: 3 clusters Score -1963814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -503060.968750 Penalty: 2196.239990
	Iteration 0F: 2 clusters Score -503061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -497428.500000 Penalty: 4392.479980
	Iteration 0F: 3 clusters Score -497428.5 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -499255.750000 Penalty: 4392.479980
	Iteration 1F: 3 clusters Score -499255.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -499809.156250 Penalty: 4392.479980
	Iteration 2F: 3 clusters Score -499809.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -500221.375000 Penalty: 4392.479980
	Iteration 3F: 3 clusters Score -500221.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -500597.781250 Penalty: 4392.479980
	Iteration 4F: 3 clusters Score -500597.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -500927.031250 Penalty: 4392.479980
	Iteration 5F: 3 clusters Score -500927 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -501287.531250 Penalty: 4392.479980
	Iteration 6F: 3 clusters Score -501287.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -501571.500000 Penalty: 4392.479980
	Iteration 7Q: 3 clusters Score -501571.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -501810.750000 Penalty: 4392.479980
	Iteration 8Q: 3 clusters Score -501810.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -501998.281250 Penalty: 4392.479980
	Iteration 9Q: 3 clusters Score -501998.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -502118.343750 Penalty: 4392.479980
	Iteration 10Q: 3 clusters Score -502118.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -502192.250000 Penalty: 4392.479980
	Iteration 11Q: 3 clusters Score -502192.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -502233.968750 Penalty: 4392.479980
	Iteration 12Q: 3 clusters Score -502234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -502257.000000 Penalty: 4392.479980
	Iteration 13Q: 3 clusters Score -502257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -502275.593750 Penalty: 4392.479980
	Iteration 14Q: 3 clusters Score -502275.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -502287.281250 Penalty: 4392.479980
	Iteration 15Q: 3 clusters Score -502287.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -502297.250000 Penalty: 4392.479980
	Iteration 16Q: 3 clusters Score -502297.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -502300.750000 Penalty: 4392.479980
	Iteration 17Q: 3 clusters Score -502300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -502304.093750 Penalty: 4392.479980
	Iteration 18Q: 3 clusters Score -502304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -502306.906250 Penalty: 4392.479980
	Iteration 19Q: 3 clusters Score -502306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -502308.000000 Penalty: 4392.479980
	Iteration 20F: 3 clusters Score -502308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -502309.968750 Penalty: 4392.479980
	Iteration 21Q: 3 clusters Score -502310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -502311.718750 Penalty: 4392.479980
	Iteration 22Q: 3 clusters Score -502311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -502312.031250 Penalty: 4392.479980
	Iteration 23Q: 3 clusters Score -502312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -502312.906250 Penalty: 4392.479980
	Iteration 24Q: 3 clusters Score -502312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -502314.593750 Penalty: 4392.479980
	Iteration 25Q: 3 clusters Score -502314.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -502314.687500 Penalty: 4392.479980
	Iteration 26Q: 3 clusters Score -502314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -502314.718750 Penalty: 4392.479980
	Iteration 27Q: 3 clusters Score -502314.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -502314.718750 Penalty: 4392.479980
	Iteration 28F: 3 clusters Score -502314.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (415521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415521 members 
Entering Unmasked Estep 
Score: -36697584.000000 Penalty: 3208.447510
	Iteration 0F: 2 clusters Score -3.669758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207460 members 
Mstep: Class 2 contains 208061 members 
Entering Unmasked Estep 
Score: -36416884.000000 Penalty: 6416.895020
	Iteration 0F: 3 clusters Score -3.641688e+07 nChanged 202901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200583 members 
Mstep: Class 2 contains 214938 members 
Entering Unmasked Estep 
Score: -36537656.000000 Penalty: 6416.895020
	Iteration 1F: 3 clusters Score -3.653766e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195870 members 
Mstep: Class 2 contains 219651 members 
Entering Unmasked Estep 
Score: -36538848.000000 Penalty: 6416.895020
	Iteration 2Q: 3 clusters Score -3.653885e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188340 members 
Mstep: Class 2 contains 227181 members 
Entering Unmasked Estep 
Score: -36541044.000000 Penalty: 6416.895020
	Iteration 3Q: 3 clusters Score -3.654104e+07 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176289 members 
Mstep: Class 2 contains 239232 members 
Entering Unmasked Estep 
Score: -36544840.000000 Penalty: 6416.895020
	Iteration 4Q: 3 clusters Score -3.654484e+07 nChanged 19849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157244 members 
Mstep: Class 2 contains 258277 members 
Entering Unmasked Estep 
Score: -36554108.000000 Penalty: 6416.895020
	Iteration 5Q: 3 clusters Score -3.655411e+07 nChanged 29223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128531 members 
Mstep: Class 2 contains 286990 members 
Entering Unmasked Estep 
Score: -36572924.000000 Penalty: 6416.895020
	Iteration 6F: 3 clusters Score -3.657292e+07 nChanged 38762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 325374 members 
Entering Unmasked Estep 
Score: -36606832.000000 Penalty: 6416.895020
	Iteration 7F: 3 clusters Score -3.660683e+07 nChanged 40418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 365522 members 
Entering Unmasked Estep 
Score: -36646960.000000 Penalty: 6416.895020
	Iteration 8F: 3 clusters Score -3.664696e+07 nChanged 28574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 393972 members 
Entering Unmasked Estep 
Score: -36675892.000000 Penalty: 6416.895020
	Iteration 9F: 3 clusters Score -3.667589e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 407106 members 
Entering Unmasked Estep 
Score: -36688264.000000 Penalty: 6416.895020
	Iteration 10Q: 3 clusters Score -3.668826e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 411922 members 
Entering Unmasked Estep 
Score: -36692412.000000 Penalty: 6416.895020
	Iteration 11Q: 3 clusters Score -3.669241e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 413666 members 
Entering Unmasked Estep 
Score: -36693772.000000 Penalty: 6416.895020
	Iteration 12Q: 3 clusters Score -3.669377e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 414275 members 
Entering Unmasked Estep 
Score: -36694308.000000 Penalty: 6416.895020
	Iteration 13Q: 3 clusters Score -3.669431e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 414485 members 
Entering Unmasked Estep 
Score: -36694592.000000 Penalty: 6416.895020
	Iteration 14Q: 3 clusters Score -3.669459e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 414600 members 
Entering Unmasked Estep 
Score: -36694732.000000 Penalty: 6416.895020
	Iteration 15Q: 3 clusters Score -3.669473e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 414667 members 
Entering Unmasked Estep 
Score: -36694776.000000 Penalty: 6416.895020
	Iteration 16Q: 3 clusters Score -3.669478e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 414711 members 
Entering Unmasked Estep 
Score: -36694856.000000 Penalty: 6416.895020
	Iteration 17Q: 3 clusters Score -3.669486e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 414734 members 
Entering Unmasked Estep 
Score: -36694868.000000 Penalty: 6416.895020
	Iteration 18Q: 3 clusters Score -3.669487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 414744 members 
Entering Unmasked Estep 
Score: -36694904.000000 Penalty: 6416.895020
	Iteration 19Q: 3 clusters Score -3.66949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 414757 members 
Entering Unmasked Estep 
Score: -36694940.000000 Penalty: 6416.895020
	Iteration 20F: 3 clusters Score -3.669494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 414771 members 
Entering Unmasked Estep 
Score: -36694956.000000 Penalty: 6416.895020
	Iteration 21Q: 3 clusters Score -3.669496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 414779 members 
Entering Unmasked Estep 
Score: -36694944.000000 Penalty: 6416.895020
	Iteration 22Q: 3 clusters Score -3.669494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 414785 members 
Entering Unmasked Estep 
Score: -36694980.000000 Penalty: 6416.895020
	Iteration 23Q: 3 clusters Score -3.669498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 414796 members 
Entering Unmasked Estep 
Score: -36694968.000000 Penalty: 6416.895020
	Iteration 24Q: 3 clusters Score -3.669497e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 414801 members 
Entering Unmasked Estep 
Score: -36694988.000000 Penalty: 6416.895020
	Iteration 25Q: 3 clusters Score -3.669499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 414808 members 
Entering Unmasked Estep 
Score: -36695020.000000 Penalty: 6416.895020
	Iteration 26Q: 3 clusters Score -3.669502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 414807 members 
Entering Unmasked Estep 
Score: -36694980.000000 Penalty: 6416.895020
	Iteration 27Q: 3 clusters Score -3.669498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 414806 members 
Entering Unmasked Estep 
Score: -36694988.000000 Penalty: 6416.895020
	Iteration 28Q: 3 clusters Score -3.669499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 414811 members 
Entering Unmasked Estep 
Score: -36694980.000000 Penalty: 6416.895020
	Iteration 29Q: 3 clusters Score -3.669498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 414816 members 
Entering Unmasked Estep 
Score: -36694992.000000 Penalty: 6416.895020
	Iteration 30Q: 3 clusters Score -3.669499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 414817 members 
Entering Unmasked Estep 
Score: -36694988.000000 Penalty: 6416.895020
	Iteration 31Q: 3 clusters Score -3.669499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 414820 members 
Entering Unmasked Estep 
Score: -36694948.000000 Penalty: 6416.895020
	Iteration 32Q: 3 clusters Score -3.669495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 414821 members 
Entering Unmasked Estep 
Score: -36694944.000000 Penalty: 6416.895020
	Iteration 33Q: 3 clusters Score -3.669494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 414822 members 
Entering Unmasked Estep 
Score: -36694948.000000 Penalty: 6416.895020
	Iteration 34Q: 3 clusters Score -3.669495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 414821 members 
Entering Unmasked Estep 
Score: -36694928.000000 Penalty: 6416.895020
	Iteration 35Q: 3 clusters Score -3.669493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 414822 members 
Entering Unmasked Estep 
Score: -36694944.000000 Penalty: 6416.895020
	Iteration 36Q: 3 clusters Score -3.669494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 414823 members 
Entering Unmasked Estep 
Score: -36694948.000000 Penalty: 6416.895020
	Iteration 37Q: 3 clusters Score -3.669495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 414823 members 
Entering Unmasked Estep 
Score: -36694948.000000 Penalty: 6416.895020
	Iteration 38F: 3 clusters Score -3.669495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Entering Unmasked Estep 
Score: -1423148.750000 Penalty: 2407.815186
	Iteration 0F: 2 clusters Score -1423149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1411493.125000 Penalty: 4815.630371
	Iteration 0F: 3 clusters Score -1411493 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1415344.000000 Penalty: 4815.630371
	Iteration 1F: 3 clusters Score -1415344 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1415894.000000 Penalty: 4815.630371
	Iteration 2F: 3 clusters Score -1415894 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1416459.875000 Penalty: 4815.630371
	Iteration 3F: 3 clusters Score -1416460 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1417014.125000 Penalty: 4815.630371
	Iteration 4F: 3 clusters Score -1417014 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1417678.125000 Penalty: 4815.630371
	Iteration 5F: 3 clusters Score -1417678 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1418412.750000 Penalty: 4815.630371
	Iteration 6F: 3 clusters Score -1418413 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1419130.375000 Penalty: 4815.630371
	Iteration 7F: 3 clusters Score -1419130 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1419817.875000 Penalty: 4815.630371
	Iteration 8Q: 3 clusters Score -1419818 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1420381.750000 Penalty: 4815.630371
	Iteration 9Q: 3 clusters Score -1420382 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1420723.500000 Penalty: 4815.630371
	Iteration 10Q: 3 clusters Score -1420724 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1420877.125000 Penalty: 4815.630371
	Iteration 11Q: 3 clusters Score -1420877 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1420971.125000 Penalty: 4815.630371
	Iteration 12Q: 3 clusters Score -1420971 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1421033.875000 Penalty: 4815.630371
	Iteration 13Q: 3 clusters Score -1421034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1421056.125000 Penalty: 4815.630371
	Iteration 14Q: 3 clusters Score -1421056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1421080.500000 Penalty: 4815.630371
	Iteration 15Q: 3 clusters Score -1421080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1421108.000000 Penalty: 4815.630371
	Iteration 16Q: 3 clusters Score -1421108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1421123.500000 Penalty: 4815.630371
	Iteration 17Q: 3 clusters Score -1421124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1421138.000000 Penalty: 4815.630371
	Iteration 18Q: 3 clusters Score -1421138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1421147.500000 Penalty: 4815.630371
	Iteration 19Q: 3 clusters Score -1421148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1421155.000000 Penalty: 4815.630371
	Iteration 20F: 3 clusters Score -1421155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1421170.750000 Penalty: 4815.630371
	Iteration 21Q: 3 clusters Score -1421171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1421177.125000 Penalty: 4815.630371
	Iteration 22Q: 3 clusters Score -1421177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1421175.500000 Penalty: 4815.630371
	Iteration 23Q: 3 clusters Score -1421176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1421178.375000 Penalty: 4815.630371
	Iteration 24Q: 3 clusters Score -1421178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1421178.250000 Penalty: 4815.630371
	Iteration 25Q: 3 clusters Score -1421178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1421183.125000 Penalty: 4815.630371
	Iteration 26Q: 3 clusters Score -1421183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1421189.000000 Penalty: 4815.630371
	Iteration 27Q: 3 clusters Score -1421189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1421189.500000 Penalty: 4815.630371
	Iteration 28Q: 3 clusters Score -1421190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1421190.500000 Penalty: 4815.630371
	Iteration 29Q: 3 clusters Score -1421190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1421192.000000 Penalty: 4815.630371
	Iteration 30Q: 3 clusters Score -1421192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1421195.625000 Penalty: 4815.630371
	Iteration 31Q: 3 clusters Score -1421196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1421196.375000 Penalty: 4815.630371
	Iteration 32Q: 3 clusters Score -1421196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1421197.125000 Penalty: 4815.630371
	Iteration 33Q: 3 clusters Score -1421197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1421196.250000 Penalty: 4815.630371
	Iteration 34Q: 3 clusters Score -1421196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1421198.750000 Penalty: 4815.630371
	Iteration 35Q: 3 clusters Score -1421199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1421198.125000 Penalty: 4815.630371
	Iteration 36Q: 3 clusters Score -1421198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1421198.875000 Penalty: 4815.630371
	Iteration 37Q: 3 clusters Score -1421199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1421200.875000 Penalty: 4815.630371
	Iteration 38Q: 3 clusters Score -1421201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1421198.125000 Penalty: 4815.630371
	Iteration 39Q: 3 clusters Score -1421198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1421196.125000 Penalty: 4815.630371
	Iteration 40F: 3 clusters Score -1421196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1421198.250000 Penalty: 4815.630371
	Iteration 41Q: 3 clusters Score -1421198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1421199.625000 Penalty: 4815.630371
	Iteration 42Q: 3 clusters Score -1421200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1421198.750000 Penalty: 4815.630371
	Iteration 43Q: 3 clusters Score -1421199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1421199.875000 Penalty: 4815.630371
	Iteration 44Q: 3 clusters Score -1421200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1421200.500000 Penalty: 4815.630371
	Iteration 45Q: 3 clusters Score -1421200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1421202.125000 Penalty: 4815.630371
	Iteration 46Q: 3 clusters Score -1421202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1421203.000000 Penalty: 4815.630371
	Iteration 47Q: 3 clusters Score -1421203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1421202.500000 Penalty: 4815.630371
	Iteration 48Q: 3 clusters Score -1421202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1421202.500000 Penalty: 4815.630371
	Iteration 49Q: 3 clusters Score -1421202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1421202.125000 Penalty: 4815.630371
	Iteration 50Q: 3 clusters Score -1421202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1421202.125000 Penalty: 4815.630371
	Iteration 51F: 3 clusters Score -1421202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (329563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329563 members 
Entering Unmasked Estep 
Score: -29093194.000000 Penalty: 3150.969482
	Iteration 0F: 2 clusters Score -2.909319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164515 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -28872548.000000 Penalty: 6301.938965
	Iteration 0F: 3 clusters Score -2.887255e+07 nChanged 159610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 167694 members 
Entering Unmasked Estep 
Score: -28967348.000000 Penalty: 6301.938965
	Iteration 1F: 3 clusters Score -2.896735e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160600 members 
Mstep: Class 2 contains 168963 members 
Entering Unmasked Estep 
Score: -28970470.000000 Penalty: 6301.938965
	Iteration 2Q: 3 clusters Score -2.897047e+07 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158526 members 
Mstep: Class 2 contains 171037 members 
Entering Unmasked Estep 
Score: -28974830.000000 Penalty: 6301.938965
	Iteration 3Q: 3 clusters Score -2.897483e+07 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155358 members 
Mstep: Class 2 contains 174205 members 
Entering Unmasked Estep 
Score: -28981072.000000 Penalty: 6301.938965
	Iteration 4Q: 3 clusters Score -2.898107e+07 nChanged 16646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150818 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -28989590.000000 Penalty: 6301.938965
	Iteration 5F: 3 clusters Score -2.898959e+07 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144674 members 
Mstep: Class 2 contains 184889 members 
Entering Unmasked Estep 
Score: -29000930.000000 Penalty: 6301.938965
	Iteration 6F: 3 clusters Score -2.900093e+07 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137290 members 
Mstep: Class 2 contains 192273 members 
Entering Unmasked Estep 
Score: -29013672.000000 Penalty: 6301.938965
	Iteration 7F: 3 clusters Score -2.901367e+07 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 199907 members 
Entering Unmasked Estep 
Score: -29025384.000000 Penalty: 6301.938965
	Iteration 8F: 3 clusters Score -2.902538e+07 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 207002 members 
Entering Unmasked Estep 
Score: -29034116.000000 Penalty: 6301.938965
	Iteration 9F: 3 clusters Score -2.903412e+07 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116270 members 
Mstep: Class 2 contains 213293 members 
Entering Unmasked Estep 
Score: -29039400.000000 Penalty: 6301.938965
	Iteration 10Q: 3 clusters Score -2.90394e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 218881 members 
Entering Unmasked Estep 
Score: -29043298.000000 Penalty: 6301.938965
	Iteration 11Q: 3 clusters Score -2.90433e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 223883 members 
Entering Unmasked Estep 
Score: -29045894.000000 Penalty: 6301.938965
	Iteration 12Q: 3 clusters Score -2.904589e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100987 members 
Mstep: Class 2 contains 228576 members 
Entering Unmasked Estep 
Score: -29047658.000000 Penalty: 6301.938965
	Iteration 13Q: 3 clusters Score -2.904766e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 233102 members 
Entering Unmasked Estep 
Score: -29049132.000000 Penalty: 6301.938965
	Iteration 14Q: 3 clusters Score -2.904913e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 237604 members 
Entering Unmasked Estep 
Score: -29050428.000000 Penalty: 6301.938965
	Iteration 15Q: 3 clusters Score -2.905043e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 242279 members 
Entering Unmasked Estep 
Score: -29051648.000000 Penalty: 6301.938965
	Iteration 16Q: 3 clusters Score -2.905165e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 247344 members 
Entering Unmasked Estep 
Score: -29053016.000000 Penalty: 6301.938965
	Iteration 17Q: 3 clusters Score -2.905302e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76585 members 
Mstep: Class 2 contains 252978 members 
Entering Unmasked Estep 
Score: -29054634.000000 Penalty: 6301.938965
	Iteration 18Q: 3 clusters Score -2.905463e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 259222 members 
Entering Unmasked Estep 
Score: -29056776.000000 Penalty: 6301.938965
	Iteration 19Q: 3 clusters Score -2.905678e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 266178 members 
Entering Unmasked Estep 
Score: -29059466.000000 Penalty: 6301.938965
	Iteration 20F: 3 clusters Score -2.905947e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 273970 members 
Entering Unmasked Estep 
Score: -29062780.000000 Penalty: 6301.938965
	Iteration 21Q: 3 clusters Score -2.906278e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 282282 members 
Entering Unmasked Estep 
Score: -29066758.000000 Penalty: 6301.938965
	Iteration 22Q: 3 clusters Score -2.906676e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 290803 members 
Entering Unmasked Estep 
Score: -29071228.000000 Penalty: 6301.938965
	Iteration 23Q: 3 clusters Score -2.907123e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 299067 members 
Entering Unmasked Estep 
Score: -29075852.000000 Penalty: 6301.938965
	Iteration 24Q: 3 clusters Score -2.907585e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 306429 members 
Entering Unmasked Estep 
Score: -29079740.000000 Penalty: 6301.938965
	Iteration 25Q: 3 clusters Score -2.907974e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 312374 members 
Entering Unmasked Estep 
Score: -29083112.000000 Penalty: 6301.938965
	Iteration 26Q: 3 clusters Score -2.908311e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 317002 members 
Entering Unmasked Estep 
Score: -29085454.000000 Penalty: 6301.938965
	Iteration 27Q: 3 clusters Score -2.908545e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 320381 members 
Entering Unmasked Estep 
Score: -29087326.000000 Penalty: 6301.938965
	Iteration 28Q: 3 clusters Score -2.908733e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 322712 members 
Entering Unmasked Estep 
Score: -29088404.000000 Penalty: 6301.938965
	Iteration 29Q: 3 clusters Score -2.90884e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 324282 members 
Entering Unmasked Estep 
Score: -29089124.000000 Penalty: 6301.938965
	Iteration 30Q: 3 clusters Score -2.908912e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 325309 members 
Entering Unmasked Estep 
Score: -29089542.000000 Penalty: 6301.938965
	Iteration 31Q: 3 clusters Score -2.908954e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 326048 members 
Entering Unmasked Estep 
Score: -29089908.000000 Penalty: 6301.938965
	Iteration 32Q: 3 clusters Score -2.908991e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 326542 members 
Entering Unmasked Estep 
Score: -29090174.000000 Penalty: 6301.938965
	Iteration 33Q: 3 clusters Score -2.909017e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 326888 members 
Entering Unmasked Estep 
Score: -29090254.000000 Penalty: 6301.938965
	Iteration 34Q: 3 clusters Score -2.909025e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 327158 members 
Entering Unmasked Estep 
Score: -29090376.000000 Penalty: 6301.938965
	Iteration 35Q: 3 clusters Score -2.909038e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 327367 members 
Entering Unmasked Estep 
Score: -29090484.000000 Penalty: 6301.938965
	Iteration 36Q: 3 clusters Score -2.909048e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 327499 members 
Entering Unmasked Estep 
Score: -29090530.000000 Penalty: 6301.938965
	Iteration 37Q: 3 clusters Score -2.909053e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 327610 members 
Entering Unmasked Estep 
Score: -29090646.000000 Penalty: 6301.938965
	Iteration 38Q: 3 clusters Score -2.909065e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 327679 members 
Entering Unmasked Estep 
Score: -29090642.000000 Penalty: 6301.938965
	Iteration 39Q: 3 clusters Score -2.909064e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 327736 members 
Entering Unmasked Estep 
Score: -29090682.000000 Penalty: 6301.938965
	Iteration 40F: 3 clusters Score -2.909068e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 327783 members 
Entering Unmasked Estep 
Score: -29090666.000000 Penalty: 6301.938965
	Iteration 41Q: 3 clusters Score -2.909067e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 327828 members 
Entering Unmasked Estep 
Score: -29090680.000000 Penalty: 6301.938965
	Iteration 42Q: 3 clusters Score -2.909068e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 327870 members 
Entering Unmasked Estep 
Score: -29090684.000000 Penalty: 6301.938965
	Iteration 43Q: 3 clusters Score -2.909068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 327904 members 
Entering Unmasked Estep 
Score: -29090698.000000 Penalty: 6301.938965
	Iteration 44Q: 3 clusters Score -2.90907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 327919 members 
Entering Unmasked Estep 
Score: -29090710.000000 Penalty: 6301.938965
	Iteration 45Q: 3 clusters Score -2.909071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 327936 members 
Entering Unmasked Estep 
Score: -29090696.000000 Penalty: 6301.938965
	Iteration 46Q: 3 clusters Score -2.90907e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 327953 members 
Entering Unmasked Estep 
Score: -29090728.000000 Penalty: 6301.938965
	Iteration 47Q: 3 clusters Score -2.909073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 327967 members 
Entering Unmasked Estep 
Score: -29090738.000000 Penalty: 6301.938965
	Iteration 48Q: 3 clusters Score -2.909074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 327976 members 
Entering Unmasked Estep 
Score: -29090718.000000 Penalty: 6301.938965
	Iteration 49Q: 3 clusters Score -2.909072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 327992 members 
Entering Unmasked Estep 
Score: -29090736.000000 Penalty: 6301.938965
	Iteration 50Q: 3 clusters Score -2.909074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 328000 members 
Entering Unmasked Estep 
Score: -29090748.000000 Penalty: 6301.938965
	Iteration 51Q: 3 clusters Score -2.909075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 328006 members 
Entering Unmasked Estep 
Score: -29090716.000000 Penalty: 6301.938965
	Iteration 52Q: 3 clusters Score -2.909072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 328014 members 
Entering Unmasked Estep 
Score: -29090710.000000 Penalty: 6301.938965
	Iteration 53Q: 3 clusters Score -2.909071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 328017 members 
Entering Unmasked Estep 
Score: -29090698.000000 Penalty: 6301.938965
	Iteration 54Q: 3 clusters Score -2.90907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 328020 members 
Entering Unmasked Estep 
Score: -29090710.000000 Penalty: 6301.938965
	Iteration 55Q: 3 clusters Score -2.909071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 328027 members 
Entering Unmasked Estep 
Score: -29090718.000000 Penalty: 6301.938965
	Iteration 56Q: 3 clusters Score -2.909072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 328031 members 
Entering Unmasked Estep 
Score: -29090716.000000 Penalty: 6301.938965
	Iteration 57Q: 3 clusters Score -2.909072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 328033 members 
Entering Unmasked Estep 
Score: -29090718.000000 Penalty: 6301.938965
	Iteration 58Q: 3 clusters Score -2.909072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 328037 members 
Entering Unmasked Estep 
Score: -29090710.000000 Penalty: 6301.938965
	Iteration 59Q: 3 clusters Score -2.909071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 328040 members 
Entering Unmasked Estep 
Score: -29090714.000000 Penalty: 6301.938965
	Iteration 60F: 3 clusters Score -2.909071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 328041 members 
Entering Unmasked Estep 
Score: -29090728.000000 Penalty: 6301.938965
	Iteration 61Q: 3 clusters Score -2.909073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 328043 members 
Entering Unmasked Estep 
Score: -29090724.000000 Penalty: 6301.938965
	Iteration 62Q: 3 clusters Score -2.909072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 328045 members 
Entering Unmasked Estep 
Score: -29090708.000000 Penalty: 6301.938965
	Iteration 63Q: 3 clusters Score -2.909071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 328047 members 
Entering Unmasked Estep 
Score: -29090714.000000 Penalty: 6301.938965
	Iteration 64Q: 3 clusters Score -2.909071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 328050 members 
Entering Unmasked Estep 
Score: -29090710.000000 Penalty: 6301.938965
	Iteration 65Q: 3 clusters Score -2.909071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 328054 members 
Entering Unmasked Estep 
Score: -29090722.000000 Penalty: 6301.938965
	Iteration 66Q: 3 clusters Score -2.909072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 328054 members 
Entering Unmasked Estep 
Score: -29090722.000000 Penalty: 6301.938965
	Iteration 67F: 3 clusters Score -2.909072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -197766.953125 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -197767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -194937.109375 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -194937.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -195420.687500 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -195420.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -195554.625000 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -195554.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -195618.312500 Penalty: 3848.980225
	Iteration 3Q: 3 clusters Score -195618.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -195655.750000 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -195655.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -195680.781250 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -195680.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -195696.234375 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -195696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -195709.265625 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -195709.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -195719.937500 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -195719.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -195744.812500 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -195744.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -195768.187500 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -195768.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -195792.093750 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -195792.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -195815.156250 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -195815.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -195828.296875 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -195828.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -195835.765625 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -195835.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -195849.859375 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -195849.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -195862.328125 Penalty: 3848.980225
	Iteration 16Q: 3 clusters Score -195862.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -195870.578125 Penalty: 3848.980225
	Iteration 17Q: 3 clusters Score -195870.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -195879.109375 Penalty: 3848.980225
	Iteration 18Q: 3 clusters Score -195879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -195887.750000 Penalty: 3848.980225
	Iteration 19Q: 3 clusters Score -195887.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -195894.843750 Penalty: 3848.980225
	Iteration 20F: 3 clusters Score -195894.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -195903.343750 Penalty: 3848.980225
	Iteration 21Q: 3 clusters Score -195903.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -195909.906250 Penalty: 3848.980225
	Iteration 22Q: 3 clusters Score -195909.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -195917.562500 Penalty: 3848.980225
	Iteration 23Q: 3 clusters Score -195917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -195925.281250 Penalty: 3848.980225
	Iteration 24Q: 3 clusters Score -195925.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -195934.703125 Penalty: 3848.980225
	Iteration 25Q: 3 clusters Score -195934.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -195939.687500 Penalty: 3848.980225
	Iteration 26Q: 3 clusters Score -195939.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -195947.265625 Penalty: 3848.980225
	Iteration 27Q: 3 clusters Score -195947.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -195954.265625 Penalty: 3848.980225
	Iteration 28Q: 3 clusters Score -195954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -195956.062500 Penalty: 3848.980225
	Iteration 29Q: 3 clusters Score -195956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -195957.578125 Penalty: 3848.980225
	Iteration 30Q: 3 clusters Score -195957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -195960.734375 Penalty: 3848.980225
	Iteration 31Q: 3 clusters Score -195960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -195962.875000 Penalty: 3848.980225
	Iteration 32Q: 3 clusters Score -195962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -195965.312500 Penalty: 3848.980225
	Iteration 33Q: 3 clusters Score -195965.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -195966.453125 Penalty: 3848.980225
	Iteration 34Q: 3 clusters Score -195966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195967.656250 Penalty: 3848.980225
	Iteration 35Q: 3 clusters Score -195967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -195969.656250 Penalty: 3848.980225
	Iteration 36Q: 3 clusters Score -195969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -195974.718750 Penalty: 3848.980225
	Iteration 37Q: 3 clusters Score -195974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -195977.703125 Penalty: 3848.980225
	Iteration 38Q: 3 clusters Score -195977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -195978.921875 Penalty: 3848.980225
	Iteration 39Q: 3 clusters Score -195978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -195981.140625 Penalty: 3848.980225
	Iteration 40F: 3 clusters Score -195981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -195984.734375 Penalty: 3848.980225
	Iteration 41Q: 3 clusters Score -195984.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -195990.046875 Penalty: 3848.980225
	Iteration 42Q: 3 clusters Score -195990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -195996.250000 Penalty: 3848.980225
	Iteration 43Q: 3 clusters Score -195996.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -196001.234375 Penalty: 3848.980225
	Iteration 44Q: 3 clusters Score -196001.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196007.187500 Penalty: 3848.980225
	Iteration 45Q: 3 clusters Score -196007.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -196009.125000 Penalty: 3848.980225
	Iteration 46Q: 3 clusters Score -196009.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -196013.296875 Penalty: 3848.980225
	Iteration 47Q: 3 clusters Score -196013.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -196018.703125 Penalty: 3848.980225
	Iteration 48Q: 3 clusters Score -196018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196021.187500 Penalty: 3848.980225
	Iteration 49Q: 3 clusters Score -196021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196024.531250 Penalty: 3848.980225
	Iteration 50Q: 3 clusters Score -196024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196027.843750 Penalty: 3848.980225
	Iteration 51Q: 3 clusters Score -196027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196030.203125 Penalty: 3848.980225
	Iteration 52Q: 3 clusters Score -196030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -196030.843750 Penalty: 3848.980225
	Iteration 53Q: 3 clusters Score -196030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196031.656250 Penalty: 3848.980225
	Iteration 54Q: 3 clusters Score -196031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -196032.843750 Penalty: 3848.980225
	Iteration 55Q: 3 clusters Score -196032.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196034.359375 Penalty: 3848.980225
	Iteration 56Q: 3 clusters Score -196034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196037.625000 Penalty: 3848.980225
	Iteration 57Q: 3 clusters Score -196037.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196040.234375 Penalty: 3848.980225
	Iteration 58Q: 3 clusters Score -196040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196042.593750 Penalty: 3848.980225
	Iteration 59Q: 3 clusters Score -196042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196044.734375 Penalty: 3848.980225
	Iteration 60F: 3 clusters Score -196044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196045.968750 Penalty: 3848.980225
	Iteration 61Q: 3 clusters Score -196046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196046.343750 Penalty: 3848.980225
	Iteration 62Q: 3 clusters Score -196046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196047.406250 Penalty: 3848.980225
	Iteration 63Q: 3 clusters Score -196047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196048.812500 Penalty: 3848.980225
	Iteration 64Q: 3 clusters Score -196048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196051.875000 Penalty: 3848.980225
	Iteration 65Q: 3 clusters Score -196051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196054.203125 Penalty: 3848.980225
	Iteration 66Q: 3 clusters Score -196054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196056.734375 Penalty: 3848.980225
	Iteration 67Q: 3 clusters Score -196056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196058.578125 Penalty: 3848.980225
	Iteration 68Q: 3 clusters Score -196058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196059.671875 Penalty: 3848.980225
	Iteration 69Q: 3 clusters Score -196059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196060.484375 Penalty: 3848.980225
	Iteration 70Q: 3 clusters Score -196060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196060.484375 Penalty: 3848.980225
	Iteration 71F: 3 clusters Score -196060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Entering Unmasked Estep 
Score: -520620.531250 Penalty: 2179.268311
	Iteration 0F: 2 clusters Score -520620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -515048.312500 Penalty: 4358.536621
	Iteration 0F: 3 clusters Score -515048.3 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -516439.000000 Penalty: 4358.536621
	Iteration 1F: 3 clusters Score -516439 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -516712.656250 Penalty: 4358.536621
	Iteration 2F: 3 clusters Score -516712.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -516916.531250 Penalty: 4358.536621
	Iteration 3F: 3 clusters Score -516916.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -517059.875000 Penalty: 4358.536621
	Iteration 4Q: 3 clusters Score -517059.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -517182.718750 Penalty: 4358.536621
	Iteration 5Q: 3 clusters Score -517182.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -517296.906250 Penalty: 4358.536621
	Iteration 6Q: 3 clusters Score -517296.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -517395.812500 Penalty: 4358.536621
	Iteration 7Q: 3 clusters Score -517395.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -517480.281250 Penalty: 4358.536621
	Iteration 8Q: 3 clusters Score -517480.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -517568.187500 Penalty: 4358.536621
	Iteration 9Q: 3 clusters Score -517568.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -517673.687500 Penalty: 4358.536621
	Iteration 10Q: 3 clusters Score -517673.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -517760.843750 Penalty: 4358.536621
	Iteration 11Q: 3 clusters Score -517760.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -517836.812500 Penalty: 4358.536621
	Iteration 12Q: 3 clusters Score -517836.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -517915.750000 Penalty: 4358.536621
	Iteration 13Q: 3 clusters Score -517915.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -517991.000000 Penalty: 4358.536621
	Iteration 14Q: 3 clusters Score -517991 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -518063.718750 Penalty: 4358.536621
	Iteration 15Q: 3 clusters Score -518063.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -518131.437500 Penalty: 4358.536621
	Iteration 16Q: 3 clusters Score -518131.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -518198.343750 Penalty: 4358.536621
	Iteration 17Q: 3 clusters Score -518198.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -518274.281250 Penalty: 4358.536621
	Iteration 18Q: 3 clusters Score -518274.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -518349.000000 Penalty: 4358.536621
	Iteration 19Q: 3 clusters Score -518349 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -518428.093750 Penalty: 4358.536621
	Iteration 20F: 3 clusters Score -518428.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -518542.406250 Penalty: 4358.536621
	Iteration 21Q: 3 clusters Score -518542.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -518715.437500 Penalty: 4358.536621
	Iteration 22Q: 3 clusters Score -518715.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -518941.218750 Penalty: 4358.536621
	Iteration 23Q: 3 clusters Score -518941.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -519141.031250 Penalty: 4358.536621
	Iteration 24Q: 3 clusters Score -519141 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -519282.656250 Penalty: 4358.536621
	Iteration 25Q: 3 clusters Score -519282.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -519391.625000 Penalty: 4358.536621
	Iteration 26Q: 3 clusters Score -519391.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -519479.687500 Penalty: 4358.536621
	Iteration 27Q: 3 clusters Score -519479.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -519541.656250 Penalty: 4358.536621
	Iteration 28Q: 3 clusters Score -519541.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -519596.250000 Penalty: 4358.536621
	Iteration 29Q: 3 clusters Score -519596.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -519631.093750 Penalty: 4358.536621
	Iteration 30Q: 3 clusters Score -519631.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -519653.125000 Penalty: 4358.536621
	Iteration 31Q: 3 clusters Score -519653.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -519669.437500 Penalty: 4358.536621
	Iteration 32Q: 3 clusters Score -519669.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -519678.406250 Penalty: 4358.536621
	Iteration 33Q: 3 clusters Score -519678.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -519685.875000 Penalty: 4358.536621
	Iteration 34Q: 3 clusters Score -519685.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -519692.000000 Penalty: 4358.536621
	Iteration 35Q: 3 clusters Score -519692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -519697.031250 Penalty: 4358.536621
	Iteration 36Q: 3 clusters Score -519697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -519698.937500 Penalty: 4358.536621
	Iteration 37Q: 3 clusters Score -519698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -519701.437500 Penalty: 4358.536621
	Iteration 38Q: 3 clusters Score -519701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -519701.468750 Penalty: 4358.536621
	Iteration 39Q: 3 clusters Score -519701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -519702.125000 Penalty: 4358.536621
	Iteration 40F: 3 clusters Score -519702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -519703.625000 Penalty: 4358.536621
	Iteration 41Q: 3 clusters Score -519703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -519704.718750 Penalty: 4358.536621
	Iteration 42Q: 3 clusters Score -519704.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -519705.406250 Penalty: 4358.536621
	Iteration 43Q: 3 clusters Score -519705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -519706.218750 Penalty: 4358.536621
	Iteration 44Q: 3 clusters Score -519706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -519706.093750 Penalty: 4358.536621
	Iteration 45Q: 3 clusters Score -519706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -519706.093750 Penalty: 4358.536621
	Iteration 46F: 3 clusters Score -519706.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Entering Unmasked Estep 
Score: -1997351.500000 Penalty: 2485.814697
	Iteration 0F: 2 clusters Score -1997352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1981584.750000 Penalty: 4971.629395
	Iteration 0F: 3 clusters Score -1981585 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1987057.875000 Penalty: 4971.629395
	Iteration 1F: 3 clusters Score -1987058 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1987393.500000 Penalty: 4971.629395
	Iteration 2Q: 3 clusters Score -1987394 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1987657.625000 Penalty: 4971.629395
	Iteration 3Q: 3 clusters Score -1987658 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1987884.250000 Penalty: 4971.629395
	Iteration 4Q: 3 clusters Score -1987884 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1988083.375000 Penalty: 4971.629395
	Iteration 5Q: 3 clusters Score -1988083 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1988321.750000 Penalty: 4971.629395
	Iteration 6Q: 3 clusters Score -1988322 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1988580.750000 Penalty: 4971.629395
	Iteration 7Q: 3 clusters Score -1988581 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1988944.750000 Penalty: 4971.629395
	Iteration 8Q: 3 clusters Score -1988945 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1989437.375000 Penalty: 4971.629395
	Iteration 9Q: 3 clusters Score -1989437 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1990123.000000 Penalty: 4971.629395
	Iteration 10F: 3 clusters Score -1990123 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1990985.875000 Penalty: 4971.629395
	Iteration 11F: 3 clusters Score -1990986 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1992006.250000 Penalty: 4971.629395
	Iteration 12F: 3 clusters Score -1992006 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1993045.500000 Penalty: 4971.629395
	Iteration 13F: 3 clusters Score -1993046 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -1993882.875000 Penalty: 4971.629395
	Iteration 14Q: 3 clusters Score -1993883 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1994395.375000 Penalty: 4971.629395
	Iteration 15Q: 3 clusters Score -1994395 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1994726.750000 Penalty: 4971.629395
	Iteration 16Q: 3 clusters Score -1994727 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -1994913.500000 Penalty: 4971.629395
	Iteration 17Q: 3 clusters Score -1994914 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -1995017.000000 Penalty: 4971.629395
	Iteration 18Q: 3 clusters Score -1995017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -1995087.875000 Penalty: 4971.629395
	Iteration 19Q: 3 clusters Score -1995088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -1995134.375000 Penalty: 4971.629395
	Iteration 20F: 3 clusters Score -1995134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -1995157.000000 Penalty: 4971.629395
	Iteration 21Q: 3 clusters Score -1995157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -1995180.250000 Penalty: 4971.629395
	Iteration 22Q: 3 clusters Score -1995180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -1995194.750000 Penalty: 4971.629395
	Iteration 23Q: 3 clusters Score -1995195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -1995204.875000 Penalty: 4971.629395
	Iteration 24Q: 3 clusters Score -1995205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -1995211.000000 Penalty: 4971.629395
	Iteration 25Q: 3 clusters Score -1995211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -1995213.375000 Penalty: 4971.629395
	Iteration 26Q: 3 clusters Score -1995213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1995215.625000 Penalty: 4971.629395
	Iteration 27Q: 3 clusters Score -1995216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -1995215.625000 Penalty: 4971.629395
	Iteration 28Q: 3 clusters Score -1995216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -1995224.000000 Penalty: 4971.629395
	Iteration 29Q: 3 clusters Score -1995224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -1995228.875000 Penalty: 4971.629395
	Iteration 30Q: 3 clusters Score -1995229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -1995228.875000 Penalty: 4971.629395
	Iteration 31F: 3 clusters Score -1995229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Entering Unmasked Estep 
Score: -2263361.750000 Penalty: 2522.766357
	Iteration 0F: 2 clusters Score -2263362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2245271.250000 Penalty: 5045.532715
	Iteration 0F: 3 clusters Score -2245271 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2252013.500000 Penalty: 5045.532715
	Iteration 1F: 3 clusters Score -2252014 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2252716.000000 Penalty: 5045.532715
	Iteration 2F: 3 clusters Score -2252716 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2253517.500000 Penalty: 5045.532715
	Iteration 3F: 3 clusters Score -2253518 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2254574.250000 Penalty: 5045.532715
	Iteration 4F: 3 clusters Score -2254574 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2255754.500000 Penalty: 5045.532715
	Iteration 5F: 3 clusters Score -2255754 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2256790.750000 Penalty: 5045.532715
	Iteration 6F: 3 clusters Score -2256791 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2257605.750000 Penalty: 5045.532715
	Iteration 7F: 3 clusters Score -2257606 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2258167.500000 Penalty: 5045.532715
	Iteration 8Q: 3 clusters Score -2258168 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2258515.750000 Penalty: 5045.532715
	Iteration 9Q: 3 clusters Score -2258516 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2258758.500000 Penalty: 5045.532715
	Iteration 10Q: 3 clusters Score -2258758 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2258963.750000 Penalty: 5045.532715
	Iteration 11Q: 3 clusters Score -2258964 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2259136.250000 Penalty: 5045.532715
	Iteration 12Q: 3 clusters Score -2259136 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2259314.250000 Penalty: 5045.532715
	Iteration 13Q: 3 clusters Score -2259314 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2259463.000000 Penalty: 5045.532715
	Iteration 14Q: 3 clusters Score -2259463 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2259595.000000 Penalty: 5045.532715
	Iteration 15Q: 3 clusters Score -2259595 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2259728.000000 Penalty: 5045.532715
	Iteration 16Q: 3 clusters Score -2259728 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2259861.750000 Penalty: 5045.532715
	Iteration 17Q: 3 clusters Score -2259862 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2259979.500000 Penalty: 5045.532715
	Iteration 18Q: 3 clusters Score -2259980 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2260079.750000 Penalty: 5045.532715
	Iteration 19Q: 3 clusters Score -2260080 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2260182.750000 Penalty: 5045.532715
	Iteration 20F: 3 clusters Score -2260183 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2260278.250000 Penalty: 5045.532715
	Iteration 21Q: 3 clusters Score -2260278 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2260346.750000 Penalty: 5045.532715
	Iteration 22Q: 3 clusters Score -2260347 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2260406.250000 Penalty: 5045.532715
	Iteration 23Q: 3 clusters Score -2260406 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2260476.500000 Penalty: 5045.532715
	Iteration 24Q: 3 clusters Score -2260476 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2260532.250000 Penalty: 5045.532715
	Iteration 25Q: 3 clusters Score -2260532 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2260579.000000 Penalty: 5045.532715
	Iteration 26Q: 3 clusters Score -2260579 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2260611.750000 Penalty: 5045.532715
	Iteration 27Q: 3 clusters Score -2260612 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2260653.000000 Penalty: 5045.532715
	Iteration 28Q: 3 clusters Score -2260653 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2260687.750000 Penalty: 5045.532715
	Iteration 29Q: 3 clusters Score -2260688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2260696.500000 Penalty: 5045.532715
	Iteration 30Q: 3 clusters Score -2260696 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2260713.750000 Penalty: 5045.532715
	Iteration 31Q: 3 clusters Score -2260714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2260732.000000 Penalty: 5045.532715
	Iteration 32Q: 3 clusters Score -2260732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2260747.750000 Penalty: 5045.532715
	Iteration 33Q: 3 clusters Score -2260748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2260758.500000 Penalty: 5045.532715
	Iteration 34Q: 3 clusters Score -2260758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2260762.000000 Penalty: 5045.532715
	Iteration 35Q: 3 clusters Score -2260762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2260769.750000 Penalty: 5045.532715
	Iteration 36Q: 3 clusters Score -2260770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2260780.250000 Penalty: 5045.532715
	Iteration 37Q: 3 clusters Score -2260780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2260777.500000 Penalty: 5045.532715
	Iteration 38Q: 3 clusters Score -2260778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2260783.000000 Penalty: 5045.532715
	Iteration 39Q: 3 clusters Score -2260783 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2260799.000000 Penalty: 5045.532715
	Iteration 40F: 3 clusters Score -2260799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2260809.500000 Penalty: 5045.532715
	Iteration 41Q: 3 clusters Score -2260810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2260817.750000 Penalty: 5045.532715
	Iteration 42Q: 3 clusters Score -2260818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2260821.000000 Penalty: 5045.532715
	Iteration 43Q: 3 clusters Score -2260821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2260824.500000 Penalty: 5045.532715
	Iteration 44Q: 3 clusters Score -2260824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2260826.750000 Penalty: 5045.532715
	Iteration 45Q: 3 clusters Score -2260827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2260831.500000 Penalty: 5045.532715
	Iteration 46Q: 3 clusters Score -2260832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2260838.500000 Penalty: 5045.532715
	Iteration 47Q: 3 clusters Score -2260838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2260849.250000 Penalty: 5045.532715
	Iteration 48Q: 3 clusters Score -2260849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2260853.250000 Penalty: 5045.532715
	Iteration 49Q: 3 clusters Score -2260853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2260853.250000 Penalty: 5045.532715
	Iteration 50Q: 3 clusters Score -2260853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2260855.000000 Penalty: 5045.532715
	Iteration 51Q: 3 clusters Score -2260855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2260854.000000 Penalty: 5045.532715
	Iteration 52Q: 3 clusters Score -2260854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2260857.250000 Penalty: 5045.532715
	Iteration 53Q: 3 clusters Score -2260857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2260852.250000 Penalty: 5045.532715
	Iteration 54Q: 3 clusters Score -2260852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2260856.000000 Penalty: 5045.532715
	Iteration 55Q: 3 clusters Score -2260856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2260853.500000 Penalty: 5045.532715
	Iteration 56Q: 3 clusters Score -2260854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2260858.500000 Penalty: 5045.532715
	Iteration 57Q: 3 clusters Score -2260858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2260860.250000 Penalty: 5045.532715
	Iteration 58Q: 3 clusters Score -2260860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2260865.250000 Penalty: 5045.532715
	Iteration 59Q: 3 clusters Score -2260865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2260868.500000 Penalty: 5045.532715
	Iteration 60F: 3 clusters Score -2260868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2260876.250000 Penalty: 5045.532715
	Iteration 61Q: 3 clusters Score -2260876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2260876.500000 Penalty: 5045.532715
	Iteration 62Q: 3 clusters Score -2260876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2260888.000000 Penalty: 5045.532715
	Iteration 63Q: 3 clusters Score -2260888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2260900.750000 Penalty: 5045.532715
	Iteration 64Q: 3 clusters Score -2260901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2260911.500000 Penalty: 5045.532715
	Iteration 65Q: 3 clusters Score -2260912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2260917.250000 Penalty: 5045.532715
	Iteration 66Q: 3 clusters Score -2260917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2260933.750000 Penalty: 5045.532715
	Iteration 67Q: 3 clusters Score -2260934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2260968.500000 Penalty: 5045.532715
	Iteration 68Q: 3 clusters Score -2260968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2260988.750000 Penalty: 5045.532715
	Iteration 69Q: 3 clusters Score -2260989 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2261017.000000 Penalty: 5045.532715
	Iteration 70Q: 3 clusters Score -2261017 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2261060.000000 Penalty: 5045.532715
	Iteration 71Q: 3 clusters Score -2261060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2261117.000000 Penalty: 5045.532715
	Iteration 72Q: 3 clusters Score -2261117 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2261188.000000 Penalty: 5045.532715
	Iteration 73Q: 3 clusters Score -2261188 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2261288.000000 Penalty: 5045.532715
	Iteration 74Q: 3 clusters Score -2261288 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2261417.000000 Penalty: 5045.532715
	Iteration 75Q: 3 clusters Score -2261417 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2261541.250000 Penalty: 5045.532715
	Iteration 76Q: 3 clusters Score -2261541 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2261687.000000 Penalty: 5045.532715
	Iteration 77Q: 3 clusters Score -2261687 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2261827.500000 Penalty: 5045.532715
	Iteration 78Q: 3 clusters Score -2261828 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2261942.500000 Penalty: 5045.532715
	Iteration 79Q: 3 clusters Score -2261942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2262011.500000 Penalty: 5045.532715
	Iteration 80F: 3 clusters Score -2262012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2262075.250000 Penalty: 5045.532715
	Iteration 81Q: 3 clusters Score -2262075 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2262101.000000 Penalty: 5045.532715
	Iteration 82Q: 3 clusters Score -2262101 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2262133.500000 Penalty: 5045.532715
	Iteration 83Q: 3 clusters Score -2262134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2262165.250000 Penalty: 5045.532715
	Iteration 84Q: 3 clusters Score -2262165 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2262174.500000 Penalty: 5045.532715
	Iteration 85Q: 3 clusters Score -2262174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2262188.000000 Penalty: 5045.532715
	Iteration 86Q: 3 clusters Score -2262188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2262208.250000 Penalty: 5045.532715
	Iteration 87Q: 3 clusters Score -2262208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2262207.500000 Penalty: 5045.532715
	Iteration 88Q: 3 clusters Score -2262208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2262219.250000 Penalty: 5045.532715
	Iteration 89Q: 3 clusters Score -2262219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2262221.250000 Penalty: 5045.532715
	Iteration 90Q: 3 clusters Score -2262221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2262221.500000 Penalty: 5045.532715
	Iteration 91Q: 3 clusters Score -2262222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2262230.500000 Penalty: 5045.532715
	Iteration 92Q: 3 clusters Score -2262230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2262238.250000 Penalty: 5045.532715
	Iteration 93Q: 3 clusters Score -2262238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2262240.500000 Penalty: 5045.532715
	Iteration 94Q: 3 clusters Score -2262240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2262245.750000 Penalty: 5045.532715
	Iteration 95Q: 3 clusters Score -2262246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2262257.000000 Penalty: 5045.532715
	Iteration 96Q: 3 clusters Score -2262257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2262263.500000 Penalty: 5045.532715
	Iteration 97Q: 3 clusters Score -2262264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2262258.750000 Penalty: 5045.532715
	Iteration 98Q: 3 clusters Score -2262259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2262268.250000 Penalty: 5045.532715
	Iteration 99Q: 3 clusters Score -2262268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2262280.250000 Penalty: 5045.532715
	Iteration 100F: 3 clusters Score -2262280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2262285.250000 Penalty: 5045.532715
	Iteration 101Q: 3 clusters Score -2262285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2262290.750000 Penalty: 5045.532715
	Iteration 102Q: 3 clusters Score -2262291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2262285.000000 Penalty: 5045.532715
	Iteration 103Q: 3 clusters Score -2262285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2262293.250000 Penalty: 5045.532715
	Iteration 104Q: 3 clusters Score -2262293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2262295.000000 Penalty: 5045.532715
	Iteration 105Q: 3 clusters Score -2262295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2262292.250000 Penalty: 5045.532715
	Iteration 106Q: 3 clusters Score -2262292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2262295.750000 Penalty: 5045.532715
	Iteration 107Q: 3 clusters Score -2262296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2262294.000000 Penalty: 5045.532715
	Iteration 108Q: 3 clusters Score -2262294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2262299.500000 Penalty: 5045.532715
	Iteration 109Q: 3 clusters Score -2262300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2262303.000000 Penalty: 5045.532715
	Iteration 110Q: 3 clusters Score -2262303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2262302.000000 Penalty: 5045.532715
	Iteration 111Q: 3 clusters Score -2262302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2262300.750000 Penalty: 5045.532715
	Iteration 112Q: 3 clusters Score -2262301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2262299.250000 Penalty: 5045.532715
	Iteration 113Q: 3 clusters Score -2262299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2262301.000000 Penalty: 5045.532715
	Iteration 114Q: 3 clusters Score -2262301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2262302.500000 Penalty: 5045.532715
	Iteration 115Q: 3 clusters Score -2262302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2262304.000000 Penalty: 5045.532715
	Iteration 116Q: 3 clusters Score -2262304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2262306.000000 Penalty: 5045.532715
	Iteration 117Q: 3 clusters Score -2262306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2262302.250000 Penalty: 5045.532715
	Iteration 118Q: 3 clusters Score -2262302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2262304.750000 Penalty: 5045.532715
	Iteration 119Q: 3 clusters Score -2262305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2262304.250000 Penalty: 5045.532715
	Iteration 120F: 3 clusters Score -2262304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2262302.500000 Penalty: 5045.532715
	Iteration 121Q: 3 clusters Score -2262302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2262304.000000 Penalty: 5045.532715
	Iteration 122Q: 3 clusters Score -2262304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2262306.750000 Penalty: 5045.532715
	Iteration 123Q: 3 clusters Score -2262307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2262306.750000 Penalty: 5045.532715
	Iteration 124F: 3 clusters Score -2262307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -254715.046875 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -254715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -251410.843750 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -251410.8 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -252110.468750 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -252110.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -252277.031250 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -252277 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -252386.281250 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -252386.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -252460.890625 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -252460.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -252531.421875 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -252531.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -252600.328125 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -252600.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -252653.359375 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -252653.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -252719.203125 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -252719.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -252793.703125 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -252793.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -252856.031250 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -252856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252939.343750 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -252939.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -253025.406250 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -253025.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -253084.546875 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -253084.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -253141.312500 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -253141.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -253204.578125 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -253204.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -253258.093750 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -253258.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -253293.984375 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -253294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -253315.687500 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -253315.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -253335.875000 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -253335.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -253353.609375 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -253353.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -253369.062500 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -253369.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -253384.953125 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -253385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -253395.046875 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -253395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -253400.875000 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -253400.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -253402.796875 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -253402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253405.093750 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -253405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -253407.015625 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -253407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -253407.734375 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -253407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -253407.734375 Penalty: 3983.405762
	Iteration 29F: 3 clusters Score -253407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Entering Unmasked Estep 
Score: -1365656.000000 Penalty: 2384.785889
	Iteration 0F: 2 clusters Score -1365656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1354814.750000 Penalty: 4769.571777
	Iteration 0F: 3 clusters Score -1354815 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1358215.500000 Penalty: 4769.571777
	Iteration 1F: 3 clusters Score -1358216 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1358549.625000 Penalty: 4769.571777
	Iteration 2F: 3 clusters Score -1358550 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1358785.500000 Penalty: 4769.571777
	Iteration 3Q: 3 clusters Score -1358786 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1358972.375000 Penalty: 4769.571777
	Iteration 4Q: 3 clusters Score -1358972 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1359162.500000 Penalty: 4769.571777
	Iteration 5Q: 3 clusters Score -1359162 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1359326.875000 Penalty: 4769.571777
	Iteration 6Q: 3 clusters Score -1359327 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1359473.750000 Penalty: 4769.571777
	Iteration 7Q: 3 clusters Score -1359474 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1359631.000000 Penalty: 4769.571777
	Iteration 8Q: 3 clusters Score -1359631 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1359778.000000 Penalty: 4769.571777
	Iteration 9Q: 3 clusters Score -1359778 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1359944.625000 Penalty: 4769.571777
	Iteration 10Q: 3 clusters Score -1359945 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1360139.875000 Penalty: 4769.571777
	Iteration 11Q: 3 clusters Score -1360140 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1360405.875000 Penalty: 4769.571777
	Iteration 12Q: 3 clusters Score -1360406 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1360722.875000 Penalty: 4769.571777
	Iteration 13Q: 3 clusters Score -1360723 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1361068.000000 Penalty: 4769.571777
	Iteration 14Q: 3 clusters Score -1361068 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1361476.750000 Penalty: 4769.571777
	Iteration 15Q: 3 clusters Score -1361477 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1361929.500000 Penalty: 4769.571777
	Iteration 16Q: 3 clusters Score -1361930 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1362331.500000 Penalty: 4769.571777
	Iteration 17Q: 3 clusters Score -1362332 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1362545.125000 Penalty: 4769.571777
	Iteration 18Q: 3 clusters Score -1362545 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1362654.875000 Penalty: 4769.571777
	Iteration 19Q: 3 clusters Score -1362655 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1362720.125000 Penalty: 4769.571777
	Iteration 20F: 3 clusters Score -1362720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1362759.875000 Penalty: 4769.571777
	Iteration 21Q: 3 clusters Score -1362760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1362786.375000 Penalty: 4769.571777
	Iteration 22Q: 3 clusters Score -1362786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1362800.750000 Penalty: 4769.571777
	Iteration 23Q: 3 clusters Score -1362801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1362811.000000 Penalty: 4769.571777
	Iteration 24Q: 3 clusters Score -1362811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1362819.250000 Penalty: 4769.571777
	Iteration 25Q: 3 clusters Score -1362819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1362830.000000 Penalty: 4769.571777
	Iteration 26Q: 3 clusters Score -1362830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1362834.750000 Penalty: 4769.571777
	Iteration 27Q: 3 clusters Score -1362835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1362840.875000 Penalty: 4769.571777
	Iteration 28Q: 3 clusters Score -1362841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1362847.250000 Penalty: 4769.571777
	Iteration 29Q: 3 clusters Score -1362847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1362850.250000 Penalty: 4769.571777
	Iteration 30Q: 3 clusters Score -1362850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1362859.375000 Penalty: 4769.571777
	Iteration 31Q: 3 clusters Score -1362859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1362860.500000 Penalty: 4769.571777
	Iteration 32Q: 3 clusters Score -1362860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1362862.125000 Penalty: 4769.571777
	Iteration 33Q: 3 clusters Score -1362862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1362869.500000 Penalty: 4769.571777
	Iteration 34Q: 3 clusters Score -1362870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1362874.500000 Penalty: 4769.571777
	Iteration 35Q: 3 clusters Score -1362874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1362881.750000 Penalty: 4769.571777
	Iteration 36Q: 3 clusters Score -1362882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1362888.750000 Penalty: 4769.571777
	Iteration 37Q: 3 clusters Score -1362889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1362889.750000 Penalty: 4769.571777
	Iteration 38Q: 3 clusters Score -1362890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1362897.000000 Penalty: 4769.571777
	Iteration 39Q: 3 clusters Score -1362897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1362895.625000 Penalty: 4769.571777
	Iteration 40F: 3 clusters Score -1362896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1362901.875000 Penalty: 4769.571777
	Iteration 41Q: 3 clusters Score -1362902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1362904.875000 Penalty: 4769.571777
	Iteration 42Q: 3 clusters Score -1362905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1362912.250000 Penalty: 4769.571777
	Iteration 43Q: 3 clusters Score -1362912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1362915.500000 Penalty: 4769.571777
	Iteration 44Q: 3 clusters Score -1362916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1362922.125000 Penalty: 4769.571777
	Iteration 45Q: 3 clusters Score -1362922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1362927.375000 Penalty: 4769.571777
	Iteration 46Q: 3 clusters Score -1362927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1362929.500000 Penalty: 4769.571777
	Iteration 47Q: 3 clusters Score -1362930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1362934.875000 Penalty: 4769.571777
	Iteration 48Q: 3 clusters Score -1362935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1362936.750000 Penalty: 4769.571777
	Iteration 49Q: 3 clusters Score -1362937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1362941.000000 Penalty: 4769.571777
	Iteration 50Q: 3 clusters Score -1362941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1362941.250000 Penalty: 4769.571777
	Iteration 51Q: 3 clusters Score -1362941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1362941.750000 Penalty: 4769.571777
	Iteration 52Q: 3 clusters Score -1362942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1362946.125000 Penalty: 4769.571777
	Iteration 53Q: 3 clusters Score -1362946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1362949.125000 Penalty: 4769.571777
	Iteration 54Q: 3 clusters Score -1362949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1362952.125000 Penalty: 4769.571777
	Iteration 55Q: 3 clusters Score -1362952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1362950.875000 Penalty: 4769.571777
	Iteration 56Q: 3 clusters Score -1362951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1362953.125000 Penalty: 4769.571777
	Iteration 57Q: 3 clusters Score -1362953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1362960.750000 Penalty: 4769.571777
	Iteration 58Q: 3 clusters Score -1362961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1362963.375000 Penalty: 4769.571777
	Iteration 59Q: 3 clusters Score -1362963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1362965.750000 Penalty: 4769.571777
	Iteration 60F: 3 clusters Score -1362966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1362969.125000 Penalty: 4769.571777
	Iteration 61Q: 3 clusters Score -1362969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1362973.875000 Penalty: 4769.571777
	Iteration 62Q: 3 clusters Score -1362974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1362973.625000 Penalty: 4769.571777
	Iteration 63Q: 3 clusters Score -1362974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1362980.000000 Penalty: 4769.571777
	Iteration 64Q: 3 clusters Score -1362980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1362985.250000 Penalty: 4769.571777
	Iteration 65Q: 3 clusters Score -1362985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1362984.375000 Penalty: 4769.571777
	Iteration 66Q: 3 clusters Score -1362984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1362986.625000 Penalty: 4769.571777
	Iteration 67Q: 3 clusters Score -1362987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1362989.750000 Penalty: 4769.571777
	Iteration 68Q: 3 clusters Score -1362990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1362993.125000 Penalty: 4769.571777
	Iteration 69Q: 3 clusters Score -1362993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1362992.000000 Penalty: 4769.571777
	Iteration 70Q: 3 clusters Score -1362992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1362989.875000 Penalty: 4769.571777
	Iteration 71Q: 3 clusters Score -1362990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1362992.625000 Penalty: 4769.571777
	Iteration 72Q: 3 clusters Score -1362993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1362994.125000 Penalty: 4769.571777
	Iteration 73Q: 3 clusters Score -1362994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1362992.750000 Penalty: 4769.571777
	Iteration 74Q: 3 clusters Score -1362993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1362991.625000 Penalty: 4769.571777
	Iteration 75Q: 3 clusters Score -1362992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1362992.625000 Penalty: 4769.571777
	Iteration 76Q: 3 clusters Score -1362993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1362993.625000 Penalty: 4769.571777
	Iteration 77Q: 3 clusters Score -1362994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1362996.375000 Penalty: 4769.571777
	Iteration 78Q: 3 clusters Score -1362996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1362998.500000 Penalty: 4769.571777
	Iteration 79Q: 3 clusters Score -1362998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1362998.875000 Penalty: 4769.571777
	Iteration 80F: 3 clusters Score -1362999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1362999.875000 Penalty: 4769.571777
	Iteration 81Q: 3 clusters Score -1363000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1363004.750000 Penalty: 4769.571777
	Iteration 82Q: 3 clusters Score -1363005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1363005.250000 Penalty: 4769.571777
	Iteration 83Q: 3 clusters Score -1363005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1363007.750000 Penalty: 4769.571777
	Iteration 84Q: 3 clusters Score -1363008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1363008.375000 Penalty: 4769.571777
	Iteration 85Q: 3 clusters Score -1363008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1363009.500000 Penalty: 4769.571777
	Iteration 86Q: 3 clusters Score -1363010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1363012.875000 Penalty: 4769.571777
	Iteration 87Q: 3 clusters Score -1363013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1363010.750000 Penalty: 4769.571777
	Iteration 88Q: 3 clusters Score -1363011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1363015.250000 Penalty: 4769.571777
	Iteration 89Q: 3 clusters Score -1363015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1363013.125000 Penalty: 4769.571777
	Iteration 90Q: 3 clusters Score -1363013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1363012.375000 Penalty: 4769.571777
	Iteration 91Q: 3 clusters Score -1363012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1363013.375000 Penalty: 4769.571777
	Iteration 92Q: 3 clusters Score -1363013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1363014.750000 Penalty: 4769.571777
	Iteration 93Q: 3 clusters Score -1363015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1363014.750000 Penalty: 4769.571777
	Iteration 94F: 3 clusters Score -1363015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -695244.000000 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -695244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -688820.125000 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -688820.1 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -690459.875000 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -690459.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -690725.000000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -690725 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -690931.312500 Penalty: 4458.578613
	Iteration 3Q: 3 clusters Score -690931.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -691098.625000 Penalty: 4458.578613
	Iteration 4Q: 3 clusters Score -691098.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -691231.812500 Penalty: 4458.578613
	Iteration 5Q: 3 clusters Score -691231.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -691386.375000 Penalty: 4458.578613
	Iteration 6Q: 3 clusters Score -691386.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -691534.937500 Penalty: 4458.578613
	Iteration 7Q: 3 clusters Score -691534.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -691683.812500 Penalty: 4458.578613
	Iteration 8Q: 3 clusters Score -691683.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -691818.937500 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -691818.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -691936.750000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -691936.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -692032.062500 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -692032.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -692114.875000 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -692114.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -692208.062500 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -692208.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -692322.250000 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -692322.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -692448.312500 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -692448.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -692566.625000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -692566.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -692683.625000 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -692683.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -692814.437500 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -692814.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -692966.187500 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -692966.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -693101.812500 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -693101.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -693218.312500 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -693218.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -693330.062500 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -693330.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -693408.437500 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -693408.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -693467.687500 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -693467.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -693513.000000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -693513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -693561.687500 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -693561.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -693603.750000 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -693603.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -693628.375000 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -693628.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -693659.625000 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -693659.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -693680.000000 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -693680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -693703.437500 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -693703.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -693719.750000 Penalty: 4458.578613
	Iteration 32Q: 3 clusters Score -693719.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -693729.937500 Penalty: 4458.578613
	Iteration 33Q: 3 clusters Score -693729.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -693738.937500 Penalty: 4458.578613
	Iteration 34Q: 3 clusters Score -693738.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -693748.812500 Penalty: 4458.578613
	Iteration 35Q: 3 clusters Score -693748.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -693757.062500 Penalty: 4458.578613
	Iteration 36Q: 3 clusters Score -693757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -693769.375000 Penalty: 4458.578613
	Iteration 37Q: 3 clusters Score -693769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -693776.687500 Penalty: 4458.578613
	Iteration 38Q: 3 clusters Score -693776.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -693780.000000 Penalty: 4458.578613
	Iteration 39Q: 3 clusters Score -693780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -693786.000000 Penalty: 4458.578613
	Iteration 40F: 3 clusters Score -693786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -693787.500000 Penalty: 4458.578613
	Iteration 41Q: 3 clusters Score -693787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -693790.000000 Penalty: 4458.578613
	Iteration 42Q: 3 clusters Score -693790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -693789.875000 Penalty: 4458.578613
	Iteration 43Q: 3 clusters Score -693789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -693792.062500 Penalty: 4458.578613
	Iteration 44Q: 3 clusters Score -693792.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -693794.000000 Penalty: 4458.578613
	Iteration 45Q: 3 clusters Score -693794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -693795.812500 Penalty: 4458.578613
	Iteration 46Q: 3 clusters Score -693795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -693795.312500 Penalty: 4458.578613
	Iteration 47Q: 3 clusters Score -693795.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -693795.062500 Penalty: 4458.578613
	Iteration 48Q: 3 clusters Score -693795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -693795.375000 Penalty: 4458.578613
	Iteration 49Q: 3 clusters Score -693795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -693797.187500 Penalty: 4458.578613
	Iteration 50Q: 3 clusters Score -693797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -693796.437500 Penalty: 4458.578613
	Iteration 51Q: 3 clusters Score -693796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -693797.687500 Penalty: 4458.578613
	Iteration 52Q: 3 clusters Score -693797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -693799.000000 Penalty: 4458.578613
	Iteration 53Q: 3 clusters Score -693799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -693799.437500 Penalty: 4458.578613
	Iteration 54Q: 3 clusters Score -693799.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -693799.437500 Penalty: 4458.578613
	Iteration 55F: 3 clusters Score -693799.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Entering Unmasked Estep 
Score: -907281.625000 Penalty: 2315.787598
	Iteration 0F: 2 clusters Score -907281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -898761.500000 Penalty: 4631.575195
	Iteration 0F: 3 clusters Score -898761.5 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -901443.625000 Penalty: 4631.575195
	Iteration 1F: 3 clusters Score -901443.6 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -901895.500000 Penalty: 4631.575195
	Iteration 2F: 3 clusters Score -901895.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -902240.000000 Penalty: 4631.575195
	Iteration 3F: 3 clusters Score -902240 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -902548.062500 Penalty: 4631.575195
	Iteration 4Q: 3 clusters Score -902548.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -902821.000000 Penalty: 4631.575195
	Iteration 5Q: 3 clusters Score -902821 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -903080.312500 Penalty: 4631.575195
	Iteration 6Q: 3 clusters Score -903080.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -903343.250000 Penalty: 4631.575195
	Iteration 7Q: 3 clusters Score -903343.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -903644.875000 Penalty: 4631.575195
	Iteration 8Q: 3 clusters Score -903644.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -903980.625000 Penalty: 4631.575195
	Iteration 9Q: 3 clusters Score -903980.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -904337.062500 Penalty: 4631.575195
	Iteration 10Q: 3 clusters Score -904337.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -904666.937500 Penalty: 4631.575195
	Iteration 11Q: 3 clusters Score -904666.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -904947.437500 Penalty: 4631.575195
	Iteration 12Q: 3 clusters Score -904947.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -905179.312500 Penalty: 4631.575195
	Iteration 13Q: 3 clusters Score -905179.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -905367.500000 Penalty: 4631.575195
	Iteration 14Q: 3 clusters Score -905367.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -905562.500000 Penalty: 4631.575195
	Iteration 15Q: 3 clusters Score -905562.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -905772.562500 Penalty: 4631.575195
	Iteration 16Q: 3 clusters Score -905772.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -906026.500000 Penalty: 4631.575195
	Iteration 17Q: 3 clusters Score -906026.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -906260.250000 Penalty: 4631.575195
	Iteration 18Q: 3 clusters Score -906260.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -906475.187500 Penalty: 4631.575195
	Iteration 19Q: 3 clusters Score -906475.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -906594.062500 Penalty: 4631.575195
	Iteration 20F: 3 clusters Score -906594.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -906638.750000 Penalty: 4631.575195
	Iteration 21Q: 3 clusters Score -906638.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -906680.125000 Penalty: 4631.575195
	Iteration 22Q: 3 clusters Score -906680.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -906706.812500 Penalty: 4631.575195
	Iteration 23Q: 3 clusters Score -906706.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -906722.437500 Penalty: 4631.575195
	Iteration 24Q: 3 clusters Score -906722.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -906738.562500 Penalty: 4631.575195
	Iteration 25Q: 3 clusters Score -906738.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -906754.250000 Penalty: 4631.575195
	Iteration 26Q: 3 clusters Score -906754.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -906765.312500 Penalty: 4631.575195
	Iteration 27Q: 3 clusters Score -906765.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -906773.687500 Penalty: 4631.575195
	Iteration 28Q: 3 clusters Score -906773.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -906780.687500 Penalty: 4631.575195
	Iteration 29Q: 3 clusters Score -906780.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -906789.875000 Penalty: 4631.575195
	Iteration 30Q: 3 clusters Score -906789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -906793.687500 Penalty: 4631.575195
	Iteration 31Q: 3 clusters Score -906793.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -906797.625000 Penalty: 4631.575195
	Iteration 32Q: 3 clusters Score -906797.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -906799.125000 Penalty: 4631.575195
	Iteration 33Q: 3 clusters Score -906799.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -906805.062500 Penalty: 4631.575195
	Iteration 34Q: 3 clusters Score -906805.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -906808.812500 Penalty: 4631.575195
	Iteration 35Q: 3 clusters Score -906808.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -906815.375000 Penalty: 4631.575195
	Iteration 36Q: 3 clusters Score -906815.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -906819.875000 Penalty: 4631.575195
	Iteration 37Q: 3 clusters Score -906819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -906821.875000 Penalty: 4631.575195
	Iteration 38Q: 3 clusters Score -906821.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -906823.687500 Penalty: 4631.575195
	Iteration 39Q: 3 clusters Score -906823.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -906825.437500 Penalty: 4631.575195
	Iteration 40F: 3 clusters Score -906825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -906830.875000 Penalty: 4631.575195
	Iteration 41Q: 3 clusters Score -906830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -906830.187500 Penalty: 4631.575195
	Iteration 42Q: 3 clusters Score -906830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -906831.750000 Penalty: 4631.575195
	Iteration 43Q: 3 clusters Score -906831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -906831.437500 Penalty: 4631.575195
	Iteration 44Q: 3 clusters Score -906831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -906831.812500 Penalty: 4631.575195
	Iteration 45Q: 3 clusters Score -906831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -906831.437500 Penalty: 4631.575195
	Iteration 46Q: 3 clusters Score -906831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -906830.312500 Penalty: 4631.575195
	Iteration 47Q: 3 clusters Score -906830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -906832.687500 Penalty: 4631.575195
	Iteration 48Q: 3 clusters Score -906832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -906833.187500 Penalty: 4631.575195
	Iteration 49Q: 3 clusters Score -906833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -906832.312500 Penalty: 4631.575195
	Iteration 50Q: 3 clusters Score -906832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -906830.625000 Penalty: 4631.575195
	Iteration 51Q: 3 clusters Score -906830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -906832.812500 Penalty: 4631.575195
	Iteration 52Q: 3 clusters Score -906832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -906833.062500 Penalty: 4631.575195
	Iteration 53Q: 3 clusters Score -906833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -906832.062500 Penalty: 4631.575195
	Iteration 54Q: 3 clusters Score -906832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -906832.437500 Penalty: 4631.575195
	Iteration 55Q: 3 clusters Score -906832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -906832.437500 Penalty: 4631.575195
	Iteration 56F: 3 clusters Score -906832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -991357.000000 Penalty: 2336.851074
	Iteration 0F: 2 clusters Score -991357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -982219.812500 Penalty: 4673.702148
	Iteration 0F: 3 clusters Score -982219.8 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -985045.937500 Penalty: 4673.702148
	Iteration 1F: 3 clusters Score -985045.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -985426.750000 Penalty: 4673.702148
	Iteration 2F: 3 clusters Score -985426.8 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -985892.875000 Penalty: 4673.702148
	Iteration 3F: 3 clusters Score -985892.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -986394.125000 Penalty: 4673.702148
	Iteration 4F: 3 clusters Score -986394.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -986949.625000 Penalty: 4673.702148
	Iteration 5F: 3 clusters Score -986949.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -987428.312500 Penalty: 4673.702148
	Iteration 6F: 3 clusters Score -987428.3 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -987821.375000 Penalty: 4673.702148
	Iteration 7F: 3 clusters Score -987821.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -988134.187500 Penalty: 4673.702148
	Iteration 8Q: 3 clusters Score -988134.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -988370.187500 Penalty: 4673.702148
	Iteration 9Q: 3 clusters Score -988370.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -988584.562500 Penalty: 4673.702148
	Iteration 10Q: 3 clusters Score -988584.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -988766.187500 Penalty: 4673.702148
	Iteration 11Q: 3 clusters Score -988766.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -988928.625000 Penalty: 4673.702148
	Iteration 12Q: 3 clusters Score -988928.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -989052.375000 Penalty: 4673.702148
	Iteration 13Q: 3 clusters Score -989052.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -989137.875000 Penalty: 4673.702148
	Iteration 14Q: 3 clusters Score -989137.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -989216.812500 Penalty: 4673.702148
	Iteration 15Q: 3 clusters Score -989216.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -989286.750000 Penalty: 4673.702148
	Iteration 16Q: 3 clusters Score -989286.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -989362.812500 Penalty: 4673.702148
	Iteration 17Q: 3 clusters Score -989362.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -989432.812500 Penalty: 4673.702148
	Iteration 18Q: 3 clusters Score -989432.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -989482.625000 Penalty: 4673.702148
	Iteration 19Q: 3 clusters Score -989482.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -989535.812500 Penalty: 4673.702148
	Iteration 20F: 3 clusters Score -989535.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -989590.687500 Penalty: 4673.702148
	Iteration 21Q: 3 clusters Score -989590.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -989637.250000 Penalty: 4673.702148
	Iteration 22Q: 3 clusters Score -989637.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -989687.187500 Penalty: 4673.702148
	Iteration 23Q: 3 clusters Score -989687.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -989733.750000 Penalty: 4673.702148
	Iteration 24Q: 3 clusters Score -989733.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -989762.687500 Penalty: 4673.702148
	Iteration 25Q: 3 clusters Score -989762.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -989794.125000 Penalty: 4673.702148
	Iteration 26Q: 3 clusters Score -989794.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -989814.625000 Penalty: 4673.702148
	Iteration 27Q: 3 clusters Score -989814.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -989831.437500 Penalty: 4673.702148
	Iteration 28Q: 3 clusters Score -989831.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -989843.062500 Penalty: 4673.702148
	Iteration 29Q: 3 clusters Score -989843.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -989852.187500 Penalty: 4673.702148
	Iteration 30Q: 3 clusters Score -989852.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -989863.187500 Penalty: 4673.702148
	Iteration 31Q: 3 clusters Score -989863.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -989882.562500 Penalty: 4673.702148
	Iteration 32Q: 3 clusters Score -989882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -989891.375000 Penalty: 4673.702148
	Iteration 33Q: 3 clusters Score -989891.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -989896.187500 Penalty: 4673.702148
	Iteration 34Q: 3 clusters Score -989896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -989902.000000 Penalty: 4673.702148
	Iteration 35Q: 3 clusters Score -989902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -989908.937500 Penalty: 4673.702148
	Iteration 36Q: 3 clusters Score -989908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -989914.750000 Penalty: 4673.702148
	Iteration 37Q: 3 clusters Score -989914.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -989922.062500 Penalty: 4673.702148
	Iteration 38Q: 3 clusters Score -989922.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -989927.062500 Penalty: 4673.702148
	Iteration 39Q: 3 clusters Score -989927.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -989932.937500 Penalty: 4673.702148
	Iteration 40F: 3 clusters Score -989932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -989934.437500 Penalty: 4673.702148
	Iteration 41Q: 3 clusters Score -989934.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -989936.625000 Penalty: 4673.702148
	Iteration 42Q: 3 clusters Score -989936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -989938.687500 Penalty: 4673.702148
	Iteration 43Q: 3 clusters Score -989938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -989938.750000 Penalty: 4673.702148
	Iteration 44Q: 3 clusters Score -989938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -989944.937500 Penalty: 4673.702148
	Iteration 45Q: 3 clusters Score -989944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -989946.875000 Penalty: 4673.702148
	Iteration 46Q: 3 clusters Score -989946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -989950.250000 Penalty: 4673.702148
	Iteration 47Q: 3 clusters Score -989950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -989949.750000 Penalty: 4673.702148
	Iteration 48Q: 3 clusters Score -989949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -989947.312500 Penalty: 4673.702148
	Iteration 49Q: 3 clusters Score -989947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -989948.750000 Penalty: 4673.702148
	Iteration 50Q: 3 clusters Score -989948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -989951.250000 Penalty: 4673.702148
	Iteration 51Q: 3 clusters Score -989951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -989949.875000 Penalty: 4673.702148
	Iteration 52Q: 3 clusters Score -989949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -989952.812500 Penalty: 4673.702148
	Iteration 53Q: 3 clusters Score -989952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -989953.500000 Penalty: 4673.702148
	Iteration 54Q: 3 clusters Score -989953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -989955.312500 Penalty: 4673.702148
	Iteration 55Q: 3 clusters Score -989955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -989956.250000 Penalty: 4673.702148
	Iteration 56Q: 3 clusters Score -989956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -989957.812500 Penalty: 4673.702148
	Iteration 57Q: 3 clusters Score -989957.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -989960.500000 Penalty: 4673.702148
	Iteration 58Q: 3 clusters Score -989960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -989963.000000 Penalty: 4673.702148
	Iteration 59Q: 3 clusters Score -989963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -989967.250000 Penalty: 4673.702148
	Iteration 60F: 3 clusters Score -989967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -989966.812500 Penalty: 4673.702148
	Iteration 61Q: 3 clusters Score -989966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -989969.562500 Penalty: 4673.702148
	Iteration 62Q: 3 clusters Score -989969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -989970.562500 Penalty: 4673.702148
	Iteration 63Q: 3 clusters Score -989970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -989971.687500 Penalty: 4673.702148
	Iteration 64Q: 3 clusters Score -989971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -989971.625000 Penalty: 4673.702148
	Iteration 65Q: 3 clusters Score -989971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -989973.125000 Penalty: 4673.702148
	Iteration 66Q: 3 clusters Score -989973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -989974.875000 Penalty: 4673.702148
	Iteration 67Q: 3 clusters Score -989974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -989974.875000 Penalty: 4673.702148
	Iteration 68F: 3 clusters Score -989974.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -118589.757812 Penalty: 1827.973267
	Iteration 0F: 2 clusters Score -118589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -116222.664062 Penalty: 3655.946533
	Iteration 0F: 3 clusters Score -116222.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -116702.781250 Penalty: 3655.946533
	Iteration 1F: 3 clusters Score -116702.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -116888.125000 Penalty: 3655.946533
	Iteration 2F: 3 clusters Score -116888.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -117030.609375 Penalty: 3655.946533
	Iteration 3F: 3 clusters Score -117030.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -117204.203125 Penalty: 3655.946533
	Iteration 4F: 3 clusters Score -117204.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -117385.101562 Penalty: 3655.946533
	Iteration 5F: 3 clusters Score -117385.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -117499.718750 Penalty: 3655.946533
	Iteration 6Q: 3 clusters Score -117499.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -117578.382812 Penalty: 3655.946533
	Iteration 7Q: 3 clusters Score -117578.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -117635.726562 Penalty: 3655.946533
	Iteration 8Q: 3 clusters Score -117635.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -117689.234375 Penalty: 3655.946533
	Iteration 9Q: 3 clusters Score -117689.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -117724.726562 Penalty: 3655.946533
	Iteration 10Q: 3 clusters Score -117724.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -117751.726562 Penalty: 3655.946533
	Iteration 11Q: 3 clusters Score -117751.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -117787.617188 Penalty: 3655.946533
	Iteration 12Q: 3 clusters Score -117787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -117813.445312 Penalty: 3655.946533
	Iteration 13Q: 3 clusters Score -117813.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -117839.820312 Penalty: 3655.946533
	Iteration 14Q: 3 clusters Score -117839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -117852.710938 Penalty: 3655.946533
	Iteration 15Q: 3 clusters Score -117852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -117862.687500 Penalty: 3655.946533
	Iteration 16Q: 3 clusters Score -117862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -117871.093750 Penalty: 3655.946533
	Iteration 17Q: 3 clusters Score -117871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -117878.585938 Penalty: 3655.946533
	Iteration 18Q: 3 clusters Score -117878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -117884.992188 Penalty: 3655.946533
	Iteration 19Q: 3 clusters Score -117885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -117887.562500 Penalty: 3655.946533
	Iteration 20F: 3 clusters Score -117887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -117893.632812 Penalty: 3655.946533
	Iteration 21Q: 3 clusters Score -117893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -117898.414062 Penalty: 3655.946533
	Iteration 22Q: 3 clusters Score -117898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -117899.984375 Penalty: 3655.946533
	Iteration 23Q: 3 clusters Score -117900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -117902.132812 Penalty: 3655.946533
	Iteration 24Q: 3 clusters Score -117902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -117903.484375 Penalty: 3655.946533
	Iteration 25Q: 3 clusters Score -117903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -117904.156250 Penalty: 3655.946533
	Iteration 26Q: 3 clusters Score -117904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -117905.734375 Penalty: 3655.946533
	Iteration 27Q: 3 clusters Score -117905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -117912.015625 Penalty: 3655.946533
	Iteration 28Q: 3 clusters Score -117912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -117921.625000 Penalty: 3655.946533
	Iteration 29Q: 3 clusters Score -117921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -117925.632812 Penalty: 3655.946533
	Iteration 30Q: 3 clusters Score -117925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -117930.421875 Penalty: 3655.946533
	Iteration 31Q: 3 clusters Score -117930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -117935.898438 Penalty: 3655.946533
	Iteration 32Q: 3 clusters Score -117935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -117945.757812 Penalty: 3655.946533
	Iteration 33Q: 3 clusters Score -117945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -117951.375000 Penalty: 3655.946533
	Iteration 34Q: 3 clusters Score -117951.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -117954.148438 Penalty: 3655.946533
	Iteration 35Q: 3 clusters Score -117954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -117964.109375 Penalty: 3655.946533
	Iteration 36Q: 3 clusters Score -117964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -117968.859375 Penalty: 3655.946533
	Iteration 37Q: 3 clusters Score -117968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -117973.843750 Penalty: 3655.946533
	Iteration 38Q: 3 clusters Score -117973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -117973.843750 Penalty: 3655.946533
	Iteration 39F: 3 clusters Score -117973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Entering Unmasked Estep 
Score: -984050.125000 Penalty: 2313.087891
	Iteration 0F: 2 clusters Score -984050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -975708.000000 Penalty: 4626.175781
	Iteration 0F: 3 clusters Score -975708 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -978285.562500 Penalty: 4626.175781
	Iteration 1F: 3 clusters Score -978285.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -978651.187500 Penalty: 4626.175781
	Iteration 2F: 3 clusters Score -978651.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -978930.000000 Penalty: 4626.175781
	Iteration 3F: 3 clusters Score -978930 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -979182.437500 Penalty: 4626.175781
	Iteration 4Q: 3 clusters Score -979182.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -979412.437500 Penalty: 4626.175781
	Iteration 5Q: 3 clusters Score -979412.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -979615.250000 Penalty: 4626.175781
	Iteration 6Q: 3 clusters Score -979615.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -979793.250000 Penalty: 4626.175781
	Iteration 7Q: 3 clusters Score -979793.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -979937.625000 Penalty: 4626.175781
	Iteration 8Q: 3 clusters Score -979937.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -980056.062500 Penalty: 4626.175781
	Iteration 9Q: 3 clusters Score -980056.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -980141.187500 Penalty: 4626.175781
	Iteration 10Q: 3 clusters Score -980141.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -980220.125000 Penalty: 4626.175781
	Iteration 11Q: 3 clusters Score -980220.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -980287.375000 Penalty: 4626.175781
	Iteration 12Q: 3 clusters Score -980287.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -980346.312500 Penalty: 4626.175781
	Iteration 13Q: 3 clusters Score -980346.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -980409.250000 Penalty: 4626.175781
	Iteration 14Q: 3 clusters Score -980409.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -980463.000000 Penalty: 4626.175781
	Iteration 15Q: 3 clusters Score -980463 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -980514.500000 Penalty: 4626.175781
	Iteration 16Q: 3 clusters Score -980514.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -980572.687500 Penalty: 4626.175781
	Iteration 17Q: 3 clusters Score -980572.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -980619.312500 Penalty: 4626.175781
	Iteration 18Q: 3 clusters Score -980619.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -980672.750000 Penalty: 4626.175781
	Iteration 19Q: 3 clusters Score -980672.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -980743.812500 Penalty: 4626.175781
	Iteration 20F: 3 clusters Score -980743.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -980826.437500 Penalty: 4626.175781
	Iteration 21Q: 3 clusters Score -980826.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -980909.187500 Penalty: 4626.175781
	Iteration 22Q: 3 clusters Score -980909.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -981001.625000 Penalty: 4626.175781
	Iteration 23Q: 3 clusters Score -981001.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -981114.625000 Penalty: 4626.175781
	Iteration 24Q: 3 clusters Score -981114.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -981228.875000 Penalty: 4626.175781
	Iteration 25Q: 3 clusters Score -981228.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -981340.187500 Penalty: 4626.175781
	Iteration 26Q: 3 clusters Score -981340.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -981459.000000 Penalty: 4626.175781
	Iteration 27Q: 3 clusters Score -981459 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -981581.062500 Penalty: 4626.175781
	Iteration 28Q: 3 clusters Score -981581.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -981706.375000 Penalty: 4626.175781
	Iteration 29Q: 3 clusters Score -981706.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -981815.875000 Penalty: 4626.175781
	Iteration 30Q: 3 clusters Score -981815.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -981910.125000 Penalty: 4626.175781
	Iteration 31Q: 3 clusters Score -981910.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -982004.500000 Penalty: 4626.175781
	Iteration 32Q: 3 clusters Score -982004.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -982125.125000 Penalty: 4626.175781
	Iteration 33Q: 3 clusters Score -982125.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -982219.500000 Penalty: 4626.175781
	Iteration 34Q: 3 clusters Score -982219.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -982279.250000 Penalty: 4626.175781
	Iteration 35Q: 3 clusters Score -982279.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -982320.812500 Penalty: 4626.175781
	Iteration 36Q: 3 clusters Score -982320.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -982351.312500 Penalty: 4626.175781
	Iteration 37Q: 3 clusters Score -982351.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -982367.500000 Penalty: 4626.175781
	Iteration 38Q: 3 clusters Score -982367.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -982375.500000 Penalty: 4626.175781
	Iteration 39Q: 3 clusters Score -982375.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -982381.562500 Penalty: 4626.175781
	Iteration 40F: 3 clusters Score -982381.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -982382.875000 Penalty: 4626.175781
	Iteration 41Q: 3 clusters Score -982382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -982385.875000 Penalty: 4626.175781
	Iteration 42Q: 3 clusters Score -982385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -982384.125000 Penalty: 4626.175781
	Iteration 43Q: 3 clusters Score -982384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -982386.312500 Penalty: 4626.175781
	Iteration 44Q: 3 clusters Score -982386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -982384.937500 Penalty: 4626.175781
	Iteration 45Q: 3 clusters Score -982384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -982385.625000 Penalty: 4626.175781
	Iteration 46Q: 3 clusters Score -982385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -982388.000000 Penalty: 4626.175781
	Iteration 47Q: 3 clusters Score -982388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -982387.312500 Penalty: 4626.175781
	Iteration 48Q: 3 clusters Score -982387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -982387.500000 Penalty: 4626.175781
	Iteration 49Q: 3 clusters Score -982387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -982387.312500 Penalty: 4626.175781
	Iteration 50Q: 3 clusters Score -982387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -982387.312500 Penalty: 4626.175781
	Iteration 51F: 3 clusters Score -982387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -274144.750000 Penalty: 2057.605469
	Iteration 0F: 2 clusters Score -274144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -270232.437500 Penalty: 4115.210938
	Iteration 0F: 3 clusters Score -270232.4 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -271173.906250 Penalty: 4115.210938
	Iteration 1F: 3 clusters Score -271173.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -271512.656250 Penalty: 4115.210938
	Iteration 2F: 3 clusters Score -271512.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -271742.562500 Penalty: 4115.210938
	Iteration 3F: 3 clusters Score -271742.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -271898.218750 Penalty: 4115.210938
	Iteration 4Q: 3 clusters Score -271898.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -272017.125000 Penalty: 4115.210938
	Iteration 5Q: 3 clusters Score -272017.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -272120.187500 Penalty: 4115.210938
	Iteration 6Q: 3 clusters Score -272120.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -272225.312500 Penalty: 4115.210938
	Iteration 7Q: 3 clusters Score -272225.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -272312.062500 Penalty: 4115.210938
	Iteration 8Q: 3 clusters Score -272312.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -272415.000000 Penalty: 4115.210938
	Iteration 9Q: 3 clusters Score -272415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -272509.375000 Penalty: 4115.210938
	Iteration 10Q: 3 clusters Score -272509.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -272586.343750 Penalty: 4115.210938
	Iteration 11Q: 3 clusters Score -272586.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -272648.187500 Penalty: 4115.210938
	Iteration 12Q: 3 clusters Score -272648.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -272701.218750 Penalty: 4115.210938
	Iteration 13Q: 3 clusters Score -272701.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -272737.937500 Penalty: 4115.210938
	Iteration 14Q: 3 clusters Score -272737.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -272777.031250 Penalty: 4115.210938
	Iteration 15Q: 3 clusters Score -272777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -272804.468750 Penalty: 4115.210938
	Iteration 16Q: 3 clusters Score -272804.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -272832.406250 Penalty: 4115.210938
	Iteration 17Q: 3 clusters Score -272832.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -272861.343750 Penalty: 4115.210938
	Iteration 18Q: 3 clusters Score -272861.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -272890.312500 Penalty: 4115.210938
	Iteration 19Q: 3 clusters Score -272890.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -272914.812500 Penalty: 4115.210938
	Iteration 20F: 3 clusters Score -272914.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -272932.343750 Penalty: 4115.210938
	Iteration 21Q: 3 clusters Score -272932.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -272944.031250 Penalty: 4115.210938
	Iteration 22Q: 3 clusters Score -272944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -272954.156250 Penalty: 4115.210938
	Iteration 23Q: 3 clusters Score -272954.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -272970.906250 Penalty: 4115.210938
	Iteration 24Q: 3 clusters Score -272970.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -272985.968750 Penalty: 4115.210938
	Iteration 25Q: 3 clusters Score -272986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -272998.218750 Penalty: 4115.210938
	Iteration 26Q: 3 clusters Score -272998.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -273010.593750 Penalty: 4115.210938
	Iteration 27Q: 3 clusters Score -273010.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -273020.593750 Penalty: 4115.210938
	Iteration 28Q: 3 clusters Score -273020.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -273026.406250 Penalty: 4115.210938
	Iteration 29Q: 3 clusters Score -273026.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -273030.593750 Penalty: 4115.210938
	Iteration 30Q: 3 clusters Score -273030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -273036.750000 Penalty: 4115.210938
	Iteration 31Q: 3 clusters Score -273036.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -273041.093750 Penalty: 4115.210938
	Iteration 32Q: 3 clusters Score -273041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -273044.687500 Penalty: 4115.210938
	Iteration 33Q: 3 clusters Score -273044.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -273054.843750 Penalty: 4115.210938
	Iteration 34Q: 3 clusters Score -273054.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -273059.156250 Penalty: 4115.210938
	Iteration 35Q: 3 clusters Score -273059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -273063.093750 Penalty: 4115.210938
	Iteration 36Q: 3 clusters Score -273063.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -273066.343750 Penalty: 4115.210938
	Iteration 37Q: 3 clusters Score -273066.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -273069.468750 Penalty: 4115.210938
	Iteration 38Q: 3 clusters Score -273069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -273070.937500 Penalty: 4115.210938
	Iteration 39Q: 3 clusters Score -273070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -273074.031250 Penalty: 4115.210938
	Iteration 40F: 3 clusters Score -273074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -273074.687500 Penalty: 4115.210938
	Iteration 41Q: 3 clusters Score -273074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -273075.812500 Penalty: 4115.210938
	Iteration 42Q: 3 clusters Score -273075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -273077.687500 Penalty: 4115.210938
	Iteration 43Q: 3 clusters Score -273077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -273078.968750 Penalty: 4115.210938
	Iteration 44Q: 3 clusters Score -273079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -273080.218750 Penalty: 4115.210938
	Iteration 45Q: 3 clusters Score -273080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -273080.250000 Penalty: 4115.210938
	Iteration 46Q: 3 clusters Score -273080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -273080.750000 Penalty: 4115.210938
	Iteration 47Q: 3 clusters Score -273080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -273080.750000 Penalty: 4115.210938
	Iteration 48F: 3 clusters Score -273080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (58950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Entering Unmasked Estep 
Score: -5239678.000000 Penalty: 2724.142334
	Iteration 0F: 2 clusters Score -5239678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -5200125.000000 Penalty: 5448.284668
	Iteration 0F: 3 clusters Score -5200125 nChanged 27475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -5215691.500000 Penalty: 5448.284668
	Iteration 1F: 3 clusters Score -5215692 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -5216371.500000 Penalty: 5448.284668
	Iteration 2Q: 3 clusters Score -5216372 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -5217153.500000 Penalty: 5448.284668
	Iteration 3Q: 3 clusters Score -5217154 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5218186.500000 Penalty: 5448.284668
	Iteration 4Q: 3 clusters Score -5218186 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5219667.500000 Penalty: 5448.284668
	Iteration 5Q: 3 clusters Score -5219668 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -5221585.000000 Penalty: 5448.284668
	Iteration 6Q: 3 clusters Score -5221585 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5224095.500000 Penalty: 5448.284668
	Iteration 7F: 3 clusters Score -5224096 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5226865.000000 Penalty: 5448.284668
	Iteration 8F: 3 clusters Score -5226865 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -5229452.500000 Penalty: 5448.284668
	Iteration 9F: 3 clusters Score -5229452 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -5231807.000000 Penalty: 5448.284668
	Iteration 10Q: 3 clusters Score -5231807 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5233616.500000 Penalty: 5448.284668
	Iteration 11Q: 3 clusters Score -5233616 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5234932.000000 Penalty: 5448.284668
	Iteration 12Q: 3 clusters Score -5234932 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5235856.000000 Penalty: 5448.284668
	Iteration 13Q: 3 clusters Score -5235856 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5236380.500000 Penalty: 5448.284668
	Iteration 14Q: 3 clusters Score -5236380 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5236701.000000 Penalty: 5448.284668
	Iteration 15Q: 3 clusters Score -5236701 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5236910.000000 Penalty: 5448.284668
	Iteration 16Q: 3 clusters Score -5236910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5237061.000000 Penalty: 5448.284668
	Iteration 17Q: 3 clusters Score -5237061 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5237152.500000 Penalty: 5448.284668
	Iteration 18Q: 3 clusters Score -5237152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5237201.000000 Penalty: 5448.284668
	Iteration 19Q: 3 clusters Score -5237201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5237252.500000 Penalty: 5448.284668
	Iteration 20F: 3 clusters Score -5237252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5237288.500000 Penalty: 5448.284668
	Iteration 21Q: 3 clusters Score -5237288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5237315.500000 Penalty: 5448.284668
	Iteration 22Q: 3 clusters Score -5237316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5237338.000000 Penalty: 5448.284668
	Iteration 23Q: 3 clusters Score -5237338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5237348.500000 Penalty: 5448.284668
	Iteration 24Q: 3 clusters Score -5237348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5237358.500000 Penalty: 5448.284668
	Iteration 25Q: 3 clusters Score -5237358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5237364.500000 Penalty: 5448.284668
	Iteration 26Q: 3 clusters Score -5237364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5237373.500000 Penalty: 5448.284668
	Iteration 27Q: 3 clusters Score -5237374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5237376.500000 Penalty: 5448.284668
	Iteration 28Q: 3 clusters Score -5237376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5237382.000000 Penalty: 5448.284668
	Iteration 29Q: 3 clusters Score -5237382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5237386.500000 Penalty: 5448.284668
	Iteration 30Q: 3 clusters Score -5237386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5237390.000000 Penalty: 5448.284668
	Iteration 31Q: 3 clusters Score -5237390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5237386.000000 Penalty: 5448.284668
	Iteration 32Q: 3 clusters Score -5237386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5237395.000000 Penalty: 5448.284668
	Iteration 33Q: 3 clusters Score -5237395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5237404.000000 Penalty: 5448.284668
	Iteration 34Q: 3 clusters Score -5237404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5237401.500000 Penalty: 5448.284668
	Iteration 35Q: 3 clusters Score -5237402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5237405.000000 Penalty: 5448.284668
	Iteration 36Q: 3 clusters Score -5237405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5237406.000000 Penalty: 5448.284668
	Iteration 37Q: 3 clusters Score -5237406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5237407.500000 Penalty: 5448.284668
	Iteration 38Q: 3 clusters Score -5237408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5237409.000000 Penalty: 5448.284668
	Iteration 39Q: 3 clusters Score -5237409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5237409.500000 Penalty: 5448.284668
	Iteration 40F: 3 clusters Score -5237410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5237410.500000 Penalty: 5448.284668
	Iteration 41Q: 3 clusters Score -5237410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5237412.000000 Penalty: 5448.284668
	Iteration 42Q: 3 clusters Score -5237412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5237417.000000 Penalty: 5448.284668
	Iteration 43Q: 3 clusters Score -5237417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5237419.000000 Penalty: 5448.284668
	Iteration 44Q: 3 clusters Score -5237419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5237419.000000 Penalty: 5448.284668
	Iteration 45Q: 3 clusters Score -5237419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5237436.000000 Penalty: 5448.284668
	Iteration 46Q: 3 clusters Score -5237436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5237434.500000 Penalty: 5448.284668
	Iteration 47Q: 3 clusters Score -5237434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5237433.500000 Penalty: 5448.284668
	Iteration 48Q: 3 clusters Score -5237434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5237437.500000 Penalty: 5448.284668
	Iteration 49Q: 3 clusters Score -5237438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5237440.000000 Penalty: 5448.284668
	Iteration 50Q: 3 clusters Score -5237440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5237438.000000 Penalty: 5448.284668
	Iteration 51Q: 3 clusters Score -5237438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5237438.000000 Penalty: 5448.284668
	Iteration 52F: 3 clusters Score -5237438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -424356.781250 Penalty: 2099.125244
	Iteration 0F: 2 clusters Score -424356.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -419996.000000 Penalty: 4198.250488
	Iteration 0F: 3 clusters Score -419996 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -421065.562500 Penalty: 4198.250488
	Iteration 1F: 3 clusters Score -421065.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -421304.031250 Penalty: 4198.250488
	Iteration 2F: 3 clusters Score -421304 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -421452.062500 Penalty: 4198.250488
	Iteration 3F: 3 clusters Score -421452.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -421563.593750 Penalty: 4198.250488
	Iteration 4Q: 3 clusters Score -421563.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -421643.531250 Penalty: 4198.250488
	Iteration 5Q: 3 clusters Score -421643.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -421711.312500 Penalty: 4198.250488
	Iteration 6Q: 3 clusters Score -421711.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -421763.968750 Penalty: 4198.250488
	Iteration 7Q: 3 clusters Score -421764 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -421811.281250 Penalty: 4198.250488
	Iteration 8Q: 3 clusters Score -421811.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -421848.000000 Penalty: 4198.250488
	Iteration 9Q: 3 clusters Score -421848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -421881.468750 Penalty: 4198.250488
	Iteration 10Q: 3 clusters Score -421881.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -421914.750000 Penalty: 4198.250488
	Iteration 11Q: 3 clusters Score -421914.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -421938.000000 Penalty: 4198.250488
	Iteration 12Q: 3 clusters Score -421938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -421962.156250 Penalty: 4198.250488
	Iteration 13Q: 3 clusters Score -421962.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -421992.156250 Penalty: 4198.250488
	Iteration 14Q: 3 clusters Score -421992.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -422017.781250 Penalty: 4198.250488
	Iteration 15Q: 3 clusters Score -422017.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -422046.343750 Penalty: 4198.250488
	Iteration 16Q: 3 clusters Score -422046.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -422073.718750 Penalty: 4198.250488
	Iteration 17Q: 3 clusters Score -422073.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -422093.531250 Penalty: 4198.250488
	Iteration 18Q: 3 clusters Score -422093.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -422114.500000 Penalty: 4198.250488
	Iteration 19Q: 3 clusters Score -422114.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -422134.656250 Penalty: 4198.250488
	Iteration 20F: 3 clusters Score -422134.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -422159.687500 Penalty: 4198.250488
	Iteration 21Q: 3 clusters Score -422159.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -422176.250000 Penalty: 4198.250488
	Iteration 22Q: 3 clusters Score -422176.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -422196.062500 Penalty: 4198.250488
	Iteration 23Q: 3 clusters Score -422196.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -422228.906250 Penalty: 4198.250488
	Iteration 24Q: 3 clusters Score -422228.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -422251.031250 Penalty: 4198.250488
	Iteration 25Q: 3 clusters Score -422251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -422265.843750 Penalty: 4198.250488
	Iteration 26Q: 3 clusters Score -422265.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -422277.656250 Penalty: 4198.250488
	Iteration 27Q: 3 clusters Score -422277.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -422291.781250 Penalty: 4198.250488
	Iteration 28Q: 3 clusters Score -422291.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -422304.843750 Penalty: 4198.250488
	Iteration 29Q: 3 clusters Score -422304.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -422314.937500 Penalty: 4198.250488
	Iteration 30Q: 3 clusters Score -422314.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -422325.687500 Penalty: 4198.250488
	Iteration 31Q: 3 clusters Score -422325.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -422335.718750 Penalty: 4198.250488
	Iteration 32Q: 3 clusters Score -422335.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -422343.968750 Penalty: 4198.250488
	Iteration 33Q: 3 clusters Score -422344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -422354.781250 Penalty: 4198.250488
	Iteration 34Q: 3 clusters Score -422354.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -422362.531250 Penalty: 4198.250488
	Iteration 35Q: 3 clusters Score -422362.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -422371.687500 Penalty: 4198.250488
	Iteration 36Q: 3 clusters Score -422371.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -422380.812500 Penalty: 4198.250488
	Iteration 37Q: 3 clusters Score -422380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -422386.250000 Penalty: 4198.250488
	Iteration 38Q: 3 clusters Score -422386.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -422391.312500 Penalty: 4198.250488
	Iteration 39Q: 3 clusters Score -422391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -422394.625000 Penalty: 4198.250488
	Iteration 40F: 3 clusters Score -422394.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -422400.562500 Penalty: 4198.250488
	Iteration 41Q: 3 clusters Score -422400.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -422413.437500 Penalty: 4198.250488
	Iteration 42Q: 3 clusters Score -422413.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -422423.812500 Penalty: 4198.250488
	Iteration 43Q: 3 clusters Score -422423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -422432.250000 Penalty: 4198.250488
	Iteration 44Q: 3 clusters Score -422432.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -422439.875000 Penalty: 4198.250488
	Iteration 45Q: 3 clusters Score -422439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -422447.968750 Penalty: 4198.250488
	Iteration 46Q: 3 clusters Score -422448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -422455.343750 Penalty: 4198.250488
	Iteration 47Q: 3 clusters Score -422455.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -422462.000000 Penalty: 4198.250488
	Iteration 48Q: 3 clusters Score -422462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -422465.250000 Penalty: 4198.250488
	Iteration 49Q: 3 clusters Score -422465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -422467.187500 Penalty: 4198.250488
	Iteration 50Q: 3 clusters Score -422467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -422471.500000 Penalty: 4198.250488
	Iteration 51Q: 3 clusters Score -422471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -422473.281250 Penalty: 4198.250488
	Iteration 52Q: 3 clusters Score -422473.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -422474.906250 Penalty: 4198.250488
	Iteration 53Q: 3 clusters Score -422474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -422477.218750 Penalty: 4198.250488
	Iteration 54Q: 3 clusters Score -422477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -422477.218750 Penalty: 4198.250488
	Iteration 55F: 3 clusters Score -422477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -77824.054688 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -77824.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75912.726562 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -75912.73 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76184.289062 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -76184.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76261.382812 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -76261.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76291.585938 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -76291.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76308.726562 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -76308.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76324.148438 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -76324.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76339.039062 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -76339.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76357.976562 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -76357.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76384.148438 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -76384.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76396.640625 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -76396.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76403.578125 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -76403.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76413.617188 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -76413.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76421.593750 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -76421.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76433.757812 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -76433.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76443.734375 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -76443.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76451.968750 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -76451.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76461.062500 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -76461.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76469.851562 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -76469.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76473.976562 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -76473.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76477.015625 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -76477.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76477.710938 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -76477.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53535 members 
Mstep: Class 11 contains 10035 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15074 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 12999 members 
Mstep: Class 20 contains 24128 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 415521 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329563 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22549 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11360 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58950 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 199Q: 40 clusters Score -1.130036e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53532 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15077 members 
Mstep: Class 17 contains 100506 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 24117 members 
Mstep: Class 21 contains 7016 members 
Mstep: Class 22 contains 415529 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329560 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22551 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11360 members 
Mstep: Class 33 contains 12371 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58954 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003672.000000 Penalty: 136387.296875
Iteration 200F: 40 clusters Score -1.130037e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53530 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6333 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 24113 members 
Mstep: Class 21 contains 7017 members 
Mstep: Class 22 contains 415532 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329558 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22552 members 
Mstep: Class 28 contains 26167 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11359 members 
Mstep: Class 33 contains 12374 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58955 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003592.000000 Penalty: 136387.296875
Iteration 201Q: 40 clusters Score -1.130036e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17451 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100507 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24110 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415532 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329555 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22554 members 
Mstep: Class 28 contains 26168 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11358 members 
Mstep: Class 33 contains 12377 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58959 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003624.000000 Penalty: 136387.296875
Iteration 202Q: 40 clusters Score -1.130036e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17449 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24106 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415533 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329555 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22556 members 
Mstep: Class 28 contains 26168 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11358 members 
Mstep: Class 33 contains 12378 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58962 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003632.000000 Penalty: 136387.296875
Iteration 203Q: 40 clusters Score -1.130036e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8003 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24101 members 
Mstep: Class 21 contains 7017 members 
Mstep: Class 22 contains 415535 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329551 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22559 members 
Mstep: Class 28 contains 26169 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11360 members 
Mstep: Class 33 contains 12379 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11238 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58966 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003696.000000 Penalty: 136387.296875
Iteration 204Q: 40 clusters Score -1.130037e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9204 members 
Mstep: Class 3 contains 17444 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 100508 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24096 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415535 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329550 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22559 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11361 members 
Mstep: Class 33 contains 12380 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11239 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58968 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003640.000000 Penalty: 136387.296875
Iteration 205Q: 40 clusters Score -1.130036e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9203 members 
Mstep: Class 3 contains 17442 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24091 members 
Mstep: Class 21 contains 7017 members 
Mstep: Class 22 contains 415537 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329549 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22561 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11363 members 
Mstep: Class 33 contains 12382 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11241 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58969 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003696.000000 Penalty: 136387.296875
Iteration 206Q: 40 clusters Score -1.130037e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16944 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24084 members 
Mstep: Class 21 contains 7017 members 
Mstep: Class 22 contains 415539 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329548 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22564 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11365 members 
Mstep: Class 33 contains 12384 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11245 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58970 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003632.000000 Penalty: 136387.296875
Iteration 207Q: 40 clusters Score -1.130036e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17115 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15077 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24080 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415541 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329550 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 22566 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11365 members 
Mstep: Class 33 contains 12385 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11249 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58970 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 208Q: 40 clusters Score -1.130036e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 17430 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53530 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24073 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415543 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329550 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22565 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11368 members 
Mstep: Class 33 contains 12386 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11250 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58970 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003616.000000 Penalty: 136387.296875
Iteration 209Q: 40 clusters Score -1.130036e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8002 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24065 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415544 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329549 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22568 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11372 members 
Mstep: Class 33 contains 12389 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11251 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58970 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003560.000000 Penalty: 136387.296875
Iteration 210Q: 40 clusters Score -1.130036e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16240 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24055 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415548 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329549 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11377 members 
Mstep: Class 33 contains 12389 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11252 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58971 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003512.000000 Penalty: 136387.296875
Iteration 211Q: 40 clusters Score -1.130035e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9200 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 20 contains 24051 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 415549 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329549 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11383 members 
Mstep: Class 33 contains 12390 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11253 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58971 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003544.000000 Penalty: 136387.296875
Iteration 212Q: 40 clusters Score -1.130035e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 24046 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 415548 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329548 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11391 members 
Mstep: Class 33 contains 12391 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58972 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003456.000000 Penalty: 136387.296875
Iteration 213Q: 40 clusters Score -1.130035e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28537 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15075 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 24038 members 
Mstep: Class 21 contains 7013 members 
Mstep: Class 22 contains 415547 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329547 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11399 members 
Mstep: Class 33 contains 12391 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58972 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003384.000000 Penalty: 136387.296875
Iteration 214Q: 40 clusters Score -1.130034e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16241 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15076 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 24030 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 415549 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329547 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11402 members 
Mstep: Class 33 contains 12391 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58972 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003408.000000 Penalty: 136387.296875
Iteration 215Q: 40 clusters Score -1.130034e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15077 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 24028 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 415551 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329542 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11404 members 
Mstep: Class 33 contains 12392 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58973 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003568.000000 Penalty: 136387.296875
Iteration 216Q: 40 clusters Score -1.130036e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28538 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15078 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 13009 members 
Mstep: Class 20 contains 24024 members 
Mstep: Class 21 contains 7016 members 
Mstep: Class 22 contains 415553 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329538 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11408 members 
Mstep: Class 33 contains 12393 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58974 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 217Q: 40 clusters Score -1.130036e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28539 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6328 members 
Mstep: Class 19 contains 13009 members 
Mstep: Class 20 contains 24018 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 415554 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329536 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11410 members 
Mstep: Class 33 contains 12393 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58974 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 218Q: 40 clusters Score -1.130036e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17423 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 28540 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 16945 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15083 members 
Mstep: Class 17 contains 100511 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 24010 members 
Mstep: Class 21 contains 7019 members 
Mstep: Class 22 contains 415552 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329535 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6543 members 
Mstep: Class 27 contains 22569 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11415 members 
Mstep: Class 33 contains 12394 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58975 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003688.000000 Penalty: 136387.296875
Iteration 219Q: 40 clusters Score -1.130037e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17424 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28540 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10032 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6330 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23997 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 415554 members 
Mstep: Class 23 contains 16464 members 
Mstep: Class 24 contains 329536 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26172 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8018 members 
Mstep: Class 32 contains 11416 members 
Mstep: Class 33 contains 12395 members 
Mstep: Class 34 contains 1589 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58977 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003680.000000 Penalty: 136387.296875
Iteration 220F: 40 clusters Score -1.130037e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28540 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 100509 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23989 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 415555 members 
Mstep: Class 23 contains 16465 members 
Mstep: Class 24 contains 329537 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22571 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8019 members 
Mstep: Class 32 contains 11417 members 
Mstep: Class 33 contains 12397 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58978 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 221Q: 40 clusters Score -1.130036e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17424 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17116 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 28540 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 100510 members 
Mstep: Class 18 contains 6329 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23982 members 
Mstep: Class 21 contains 7019 members 
Mstep: Class 22 contains 415556 members 
Mstep: Class 23 contains 16465 members 
Mstep: Class 24 contains 329535 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8019 members 
Mstep: Class 32 contains 11421 members 
Mstep: Class 33 contains 12400 members 
Mstep: Class 34 contains 1590 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58979 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003664.000000 Penalty: 136387.296875
Iteration 222Q: 40 clusters Score -1.130037e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17422 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17117 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 28541 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15082 members 
Mstep: Class 17 contains 100511 members 
Mstep: Class 18 contains 6327 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23973 members 
Mstep: Class 21 contains 7019 members 
Mstep: Class 22 contains 415556 members 
Mstep: Class 23 contains 16465 members 
Mstep: Class 24 contains 329538 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3075 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8018 members 
Mstep: Class 32 contains 11427 members 
Mstep: Class 33 contains 12404 members 
Mstep: Class 34 contains 1592 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58978 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003608.000000 Penalty: 136387.296875
Iteration 223Q: 40 clusters Score -1.130036e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8001 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15082 members 
Mstep: Class 17 contains 100512 members 
Mstep: Class 18 contains 6326 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23967 members 
Mstep: Class 21 contains 7019 members 
Mstep: Class 22 contains 415551 members 
Mstep: Class 23 contains 16465 members 
Mstep: Class 24 contains 329536 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8018 members 
Mstep: Class 32 contains 11430 members 
Mstep: Class 33 contains 12409 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58979 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003640.000000 Penalty: 136387.296875
Iteration 224Q: 40 clusters Score -1.130036e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 17421 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 7195 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53529 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16243 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15081 members 
Mstep: Class 17 contains 100514 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23956 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 415549 members 
Mstep: Class 23 contains 16465 members 
Mstep: Class 24 contains 329534 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6543 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8018 members 
Mstep: Class 32 contains 11435 members 
Mstep: Class 33 contains 12414 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58980 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003616.000000 Penalty: 136387.296875
Iteration 225Q: 40 clusters Score -1.130036e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9198 members 
Mstep: Class 3 contains 17423 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53530 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16244 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6324 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23949 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 415545 members 
Mstep: Class 23 contains 16465 members 
Mstep: Class 24 contains 329531 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11439 members 
Mstep: Class 33 contains 12417 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4014 members 
Mstep: Class 37 contains 58980 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003600.000000 Penalty: 136387.296875
Iteration 226Q: 40 clusters Score -1.130036e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 7198 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 53530 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16246 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15085 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6322 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23941 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 415547 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 329525 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11442 members 
Mstep: Class 33 contains 12418 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4013 members 
Mstep: Class 37 contains 58981 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003648.000000 Penalty: 136387.296875
Iteration 227Q: 40 clusters Score -1.130036e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9197 members 
Mstep: Class 3 contains 17426 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 28545 members 
Mstep: Class 10 contains 53530 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15087 members 
Mstep: Class 17 contains 100516 members 
Mstep: Class 18 contains 6321 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23925 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 415553 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 329522 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11445 members 
Mstep: Class 33 contains 12422 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4012 members 
Mstep: Class 37 contains 58982 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003680.000000 Penalty: 136387.296875
Iteration 228Q: 40 clusters Score -1.130037e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9196 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7994 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 53528 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16248 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15090 members 
Mstep: Class 17 contains 100516 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23916 members 
Mstep: Class 21 contains 7024 members 
Mstep: Class 22 contains 415551 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 329524 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11450 members 
Mstep: Class 33 contains 12425 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58983 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003664.000000 Penalty: 136387.296875
Iteration 229Q: 40 clusters Score -1.130037e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9196 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53527 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15091 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 23914 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 415550 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 329518 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6543 members 
Mstep: Class 27 contains 22570 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11459 members 
Mstep: Class 33 contains 12432 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58985 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003648.000000 Penalty: 136387.296875
Iteration 230Q: 40 clusters Score -1.130036e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 16948 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 100513 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 13009 members 
Mstep: Class 20 contains 23904 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 415550 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 329513 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22573 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11468 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58986 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003744.000000 Penalty: 136387.296875
Iteration 231Q: 40 clusters Score -1.130037e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16247 members 
Mstep: Class 14 contains 16949 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23884 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 415552 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 329516 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22575 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11472 members 
Mstep: Class 33 contains 12441 members 
Mstep: Class 34 contains 1594 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58986 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003784.000000 Penalty: 136387.296875
Iteration 232Q: 40 clusters Score -1.130038e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9195 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 28542 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16248 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23873 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 415549 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329512 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22576 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11484 members 
Mstep: Class 33 contains 12441 members 
Mstep: Class 34 contains 1593 members 
Mstep: Class 35 contains 11255 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58987 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003736.000000 Penalty: 136387.296875
Iteration 233Q: 40 clusters Score -1.130037e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17427 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7992 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16250 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15092 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23861 members 
Mstep: Class 21 contains 7024 members 
Mstep: Class 22 contains 415550 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329507 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22577 members 
Mstep: Class 28 contains 26170 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11494 members 
Mstep: Class 33 contains 12444 members 
Mstep: Class 34 contains 1594 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 58988 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003776.000000 Penalty: 136387.296875
Iteration 234Q: 40 clusters Score -1.130038e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16250 members 
Mstep: Class 14 contains 16949 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23848 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 415544 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329507 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 22577 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11506 members 
Mstep: Class 33 contains 12448 members 
Mstep: Class 34 contains 1597 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58988 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003800.000000 Penalty: 136387.296875
Iteration 235Q: 40 clusters Score -1.130038e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17429 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7990 members 
Mstep: Class 8 contains 7195 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16256 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15095 members 
Mstep: Class 17 contains 100514 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23838 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 415541 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329502 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 22576 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15004 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11510 members 
Mstep: Class 33 contains 12453 members 
Mstep: Class 34 contains 1599 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4009 members 
Mstep: Class 37 contains 58989 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003696.000000 Penalty: 136387.296875
Iteration 236Q: 40 clusters Score -1.130037e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7987 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16259 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15094 members 
Mstep: Class 17 contains 100514 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23828 members 
Mstep: Class 21 contains 7028 members 
Mstep: Class 22 contains 415541 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329499 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 22576 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11518 members 
Mstep: Class 33 contains 12457 members 
Mstep: Class 34 contains 1600 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58989 members 
Mstep: Class 38 contains 4742 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003800.000000 Penalty: 136387.296875
Iteration 237Q: 40 clusters Score -1.130038e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7986 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16261 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 15093 members 
Mstep: Class 17 contains 100513 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23819 members 
Mstep: Class 21 contains 7028 members 
Mstep: Class 22 contains 415539 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329501 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22577 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15002 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11527 members 
Mstep: Class 33 contains 12461 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4010 members 
Mstep: Class 37 contains 58989 members 
Mstep: Class 38 contains 4743 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113003848.000000 Penalty: 136387.296875
Iteration 238Q: 40 clusters Score -1.130038e+08 nChanged 33
Entering ConstructFrom: 
Score: -113003848.000000 Penalty: 136387.296875
Entering ConstructFrom: 
Trying to split cluster 1 (10799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Entering Unmasked Estep 
Score: -924498.312500 Penalty: 2303.227783
	Iteration 0F: 2 clusters Score -924498.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -916337.312500 Penalty: 4606.455566
	Iteration 0F: 3 clusters Score -916337.3 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -918973.312500 Penalty: 4606.455566
	Iteration 1F: 3 clusters Score -918973.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -919535.625000 Penalty: 4606.455566
	Iteration 2F: 3 clusters Score -919535.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -920135.500000 Penalty: 4606.455566
	Iteration 3F: 3 clusters Score -920135.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -920722.187500 Penalty: 4606.455566
	Iteration 4F: 3 clusters Score -920722.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -921292.937500 Penalty: 4606.455566
	Iteration 5F: 3 clusters Score -921292.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -921837.937500 Penalty: 4606.455566
	Iteration 6F: 3 clusters Score -921837.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -922335.875000 Penalty: 4606.455566
	Iteration 7F: 3 clusters Score -922335.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -922750.312500 Penalty: 4606.455566
	Iteration 8Q: 3 clusters Score -922750.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -923022.812500 Penalty: 4606.455566
	Iteration 9Q: 3 clusters Score -923022.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -923179.750000 Penalty: 4606.455566
	Iteration 10Q: 3 clusters Score -923179.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -923270.187500 Penalty: 4606.455566
	Iteration 11Q: 3 clusters Score -923270.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -923326.437500 Penalty: 4606.455566
	Iteration 12Q: 3 clusters Score -923326.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -923366.562500 Penalty: 4606.455566
	Iteration 13Q: 3 clusters Score -923366.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -923398.687500 Penalty: 4606.455566
	Iteration 14Q: 3 clusters Score -923398.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -923422.937500 Penalty: 4606.455566
	Iteration 15Q: 3 clusters Score -923422.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -923440.562500 Penalty: 4606.455566
	Iteration 16Q: 3 clusters Score -923440.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -923455.437500 Penalty: 4606.455566
	Iteration 17Q: 3 clusters Score -923455.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -923466.937500 Penalty: 4606.455566
	Iteration 18Q: 3 clusters Score -923466.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -923473.750000 Penalty: 4606.455566
	Iteration 19Q: 3 clusters Score -923473.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -923480.062500 Penalty: 4606.455566
	Iteration 20F: 3 clusters Score -923480.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -923493.000000 Penalty: 4606.455566
	Iteration 21Q: 3 clusters Score -923493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -923499.375000 Penalty: 4606.455566
	Iteration 22Q: 3 clusters Score -923499.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -923505.812500 Penalty: 4606.455566
	Iteration 23Q: 3 clusters Score -923505.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -923509.687500 Penalty: 4606.455566
	Iteration 24Q: 3 clusters Score -923509.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -923520.812500 Penalty: 4606.455566
	Iteration 25Q: 3 clusters Score -923520.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -923524.812500 Penalty: 4606.455566
	Iteration 26Q: 3 clusters Score -923524.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -923525.750000 Penalty: 4606.455566
	Iteration 27Q: 3 clusters Score -923525.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -923528.187500 Penalty: 4606.455566
	Iteration 28Q: 3 clusters Score -923528.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -923528.562500 Penalty: 4606.455566
	Iteration 29Q: 3 clusters Score -923528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -923531.750000 Penalty: 4606.455566
	Iteration 30Q: 3 clusters Score -923531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -923534.250000 Penalty: 4606.455566
	Iteration 31Q: 3 clusters Score -923534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -923534.375000 Penalty: 4606.455566
	Iteration 32Q: 3 clusters Score -923534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -923534.937500 Penalty: 4606.455566
	Iteration 33Q: 3 clusters Score -923534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -923534.500000 Penalty: 4606.455566
	Iteration 34Q: 3 clusters Score -923534.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -923535.500000 Penalty: 4606.455566
	Iteration 35Q: 3 clusters Score -923535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -923533.500000 Penalty: 4606.455566
	Iteration 36Q: 3 clusters Score -923533.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -923535.437500 Penalty: 4606.455566
	Iteration 37Q: 3 clusters Score -923535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -923533.375000 Penalty: 4606.455566
	Iteration 38Q: 3 clusters Score -923533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -923533.937500 Penalty: 4606.455566
	Iteration 39Q: 3 clusters Score -923533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -923531.937500 Penalty: 4606.455566
	Iteration 40F: 3 clusters Score -923531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -923535.062500 Penalty: 4606.455566
	Iteration 41Q: 3 clusters Score -923535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -923534.937500 Penalty: 4606.455566
	Iteration 42Q: 3 clusters Score -923534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -923537.187500 Penalty: 4606.455566
	Iteration 43Q: 3 clusters Score -923537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -923539.000000 Penalty: 4606.455566
	Iteration 44Q: 3 clusters Score -923539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -923538.375000 Penalty: 4606.455566
	Iteration 45Q: 3 clusters Score -923538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -923540.625000 Penalty: 4606.455566
	Iteration 46Q: 3 clusters Score -923540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -923540.125000 Penalty: 4606.455566
	Iteration 47Q: 3 clusters Score -923540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -923540.875000 Penalty: 4606.455566
	Iteration 48Q: 3 clusters Score -923540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -923539.500000 Penalty: 4606.455566
	Iteration 49Q: 3 clusters Score -923539.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -923541.625000 Penalty: 4606.455566
	Iteration 50Q: 3 clusters Score -923541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -923540.625000 Penalty: 4606.455566
	Iteration 51Q: 3 clusters Score -923540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -923540.625000 Penalty: 4606.455566
	Iteration 52F: 3 clusters Score -923540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -768119.500000 Penalty: 2263.323975
	Iteration 0F: 2 clusters Score -768119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -760952.000000 Penalty: 4526.647949
	Iteration 0F: 3 clusters Score -760952 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -762993.375000 Penalty: 4526.647949
	Iteration 1F: 3 clusters Score -762993.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -763262.187500 Penalty: 4526.647949
	Iteration 2F: 3 clusters Score -763262.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -763490.625000 Penalty: 4526.647949
	Iteration 3Q: 3 clusters Score -763490.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -763712.875000 Penalty: 4526.647949
	Iteration 4Q: 3 clusters Score -763712.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -763942.437500 Penalty: 4526.647949
	Iteration 5Q: 3 clusters Score -763942.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -764176.000000 Penalty: 4526.647949
	Iteration 6Q: 3 clusters Score -764176 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -764415.062500 Penalty: 4526.647949
	Iteration 7Q: 3 clusters Score -764415.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -764702.250000 Penalty: 4526.647949
	Iteration 8Q: 3 clusters Score -764702.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -765056.187500 Penalty: 4526.647949
	Iteration 9Q: 3 clusters Score -765056.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -765418.375000 Penalty: 4526.647949
	Iteration 10Q: 3 clusters Score -765418.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -765703.250000 Penalty: 4526.647949
	Iteration 11Q: 3 clusters Score -765703.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -765960.750000 Penalty: 4526.647949
	Iteration 12Q: 3 clusters Score -765960.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -766133.437500 Penalty: 4526.647949
	Iteration 13Q: 3 clusters Score -766133.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -766255.375000 Penalty: 4526.647949
	Iteration 14Q: 3 clusters Score -766255.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -766337.250000 Penalty: 4526.647949
	Iteration 15Q: 3 clusters Score -766337.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -766392.312500 Penalty: 4526.647949
	Iteration 16Q: 3 clusters Score -766392.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -766438.562500 Penalty: 4526.647949
	Iteration 17Q: 3 clusters Score -766438.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -766469.437500 Penalty: 4526.647949
	Iteration 18Q: 3 clusters Score -766469.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -766496.875000 Penalty: 4526.647949
	Iteration 19Q: 3 clusters Score -766496.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -766521.562500 Penalty: 4526.647949
	Iteration 20F: 3 clusters Score -766521.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -766538.437500 Penalty: 4526.647949
	Iteration 21Q: 3 clusters Score -766538.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -766555.937500 Penalty: 4526.647949
	Iteration 22Q: 3 clusters Score -766555.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -766573.750000 Penalty: 4526.647949
	Iteration 23Q: 3 clusters Score -766573.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -766589.687500 Penalty: 4526.647949
	Iteration 24Q: 3 clusters Score -766589.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -766600.625000 Penalty: 4526.647949
	Iteration 25Q: 3 clusters Score -766600.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -766603.812500 Penalty: 4526.647949
	Iteration 26Q: 3 clusters Score -766603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -766612.125000 Penalty: 4526.647949
	Iteration 27Q: 3 clusters Score -766612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -766616.000000 Penalty: 4526.647949
	Iteration 28Q: 3 clusters Score -766616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -766617.187500 Penalty: 4526.647949
	Iteration 29Q: 3 clusters Score -766617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -766617.000000 Penalty: 4526.647949
	Iteration 30Q: 3 clusters Score -766617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -766617.562500 Penalty: 4526.647949
	Iteration 31Q: 3 clusters Score -766617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -766619.187500 Penalty: 4526.647949
	Iteration 32Q: 3 clusters Score -766619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -766619.187500 Penalty: 4526.647949
	Iteration 33F: 3 clusters Score -766619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Entering Unmasked Estep 
Score: -1533264.875000 Penalty: 2421.969482
	Iteration 0F: 2 clusters Score -1533265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1520925.625000 Penalty: 4843.938965
	Iteration 0F: 3 clusters Score -1520926 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1525072.875000 Penalty: 4843.938965
	Iteration 1F: 3 clusters Score -1525073 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1525518.125000 Penalty: 4843.938965
	Iteration 2F: 3 clusters Score -1525518 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1526031.875000 Penalty: 4843.938965
	Iteration 3F: 3 clusters Score -1526032 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1526652.500000 Penalty: 4843.938965
	Iteration 4F: 3 clusters Score -1526652 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1527482.625000 Penalty: 4843.938965
	Iteration 5F: 3 clusters Score -1527483 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1528398.625000 Penalty: 4843.938965
	Iteration 6F: 3 clusters Score -1528399 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1529308.250000 Penalty: 4843.938965
	Iteration 7F: 3 clusters Score -1529308 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1530037.250000 Penalty: 4843.938965
	Iteration 8F: 3 clusters Score -1530037 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1530648.000000 Penalty: 4843.938965
	Iteration 9Q: 3 clusters Score -1530648 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1531123.375000 Penalty: 4843.938965
	Iteration 10Q: 3 clusters Score -1531123 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1531478.875000 Penalty: 4843.938965
	Iteration 11Q: 3 clusters Score -1531479 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1531690.500000 Penalty: 4843.938965
	Iteration 12Q: 3 clusters Score -1531690 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1531836.750000 Penalty: 4843.938965
	Iteration 13Q: 3 clusters Score -1531837 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1531942.875000 Penalty: 4843.938965
	Iteration 14Q: 3 clusters Score -1531943 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1532069.625000 Penalty: 4843.938965
	Iteration 15Q: 3 clusters Score -1532070 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1532173.625000 Penalty: 4843.938965
	Iteration 16Q: 3 clusters Score -1532174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1532286.250000 Penalty: 4843.938965
	Iteration 17Q: 3 clusters Score -1532286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1532392.750000 Penalty: 4843.938965
	Iteration 18Q: 3 clusters Score -1532393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1532500.625000 Penalty: 4843.938965
	Iteration 19Q: 3 clusters Score -1532501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1532587.125000 Penalty: 4843.938965
	Iteration 20F: 3 clusters Score -1532587 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1532664.750000 Penalty: 4843.938965
	Iteration 21Q: 3 clusters Score -1532665 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1532726.375000 Penalty: 4843.938965
	Iteration 22Q: 3 clusters Score -1532726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1532761.625000 Penalty: 4843.938965
	Iteration 23Q: 3 clusters Score -1532762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1532781.125000 Penalty: 4843.938965
	Iteration 24Q: 3 clusters Score -1532781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1532797.250000 Penalty: 4843.938965
	Iteration 25Q: 3 clusters Score -1532797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1532797.375000 Penalty: 4843.938965
	Iteration 26Q: 3 clusters Score -1532797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1532812.000000 Penalty: 4843.938965
	Iteration 27Q: 3 clusters Score -1532812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1532814.000000 Penalty: 4843.938965
	Iteration 28Q: 3 clusters Score -1532814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1532812.250000 Penalty: 4843.938965
	Iteration 29Q: 3 clusters Score -1532812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1532816.125000 Penalty: 4843.938965
	Iteration 30Q: 3 clusters Score -1532816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1532814.250000 Penalty: 4843.938965
	Iteration 31Q: 3 clusters Score -1532814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1532818.625000 Penalty: 4843.938965
	Iteration 32Q: 3 clusters Score -1532819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1532819.625000 Penalty: 4843.938965
	Iteration 33Q: 3 clusters Score -1532820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1532820.125000 Penalty: 4843.938965
	Iteration 34Q: 3 clusters Score -1532820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1532819.500000 Penalty: 4843.938965
	Iteration 35Q: 3 clusters Score -1532820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1532821.375000 Penalty: 4843.938965
	Iteration 36Q: 3 clusters Score -1532821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1532821.625000 Penalty: 4843.938965
	Iteration 37Q: 3 clusters Score -1532822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1532824.000000 Penalty: 4843.938965
	Iteration 38Q: 3 clusters Score -1532824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1532821.250000 Penalty: 4843.938965
	Iteration 39Q: 3 clusters Score -1532821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1532822.500000 Penalty: 4843.938965
	Iteration 40F: 3 clusters Score -1532822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1532822.500000 Penalty: 4843.938965
	Iteration 41Q: 3 clusters Score -1532822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1532822.500000 Penalty: 4843.938965
	Iteration 42F: 3 clusters Score -1532822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Entering Unmasked Estep 
Score: -321813.406250 Penalty: 2050.327393
	Iteration 0F: 2 clusters Score -321813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -318037.093750 Penalty: 4100.654785
	Iteration 0F: 3 clusters Score -318037.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -318922.343750 Penalty: 4100.654785
	Iteration 1F: 3 clusters Score -318922.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -319139.593750 Penalty: 4100.654785
	Iteration 2F: 3 clusters Score -319139.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -319296.468750 Penalty: 4100.654785
	Iteration 3F: 3 clusters Score -319296.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -319396.468750 Penalty: 4100.654785
	Iteration 4Q: 3 clusters Score -319396.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -319472.781250 Penalty: 4100.654785
	Iteration 5Q: 3 clusters Score -319472.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -319536.406250 Penalty: 4100.654785
	Iteration 6Q: 3 clusters Score -319536.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -319585.812500 Penalty: 4100.654785
	Iteration 7Q: 3 clusters Score -319585.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -319633.218750 Penalty: 4100.654785
	Iteration 8Q: 3 clusters Score -319633.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -319692.375000 Penalty: 4100.654785
	Iteration 9Q: 3 clusters Score -319692.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -319752.687500 Penalty: 4100.654785
	Iteration 10Q: 3 clusters Score -319752.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -319813.625000 Penalty: 4100.654785
	Iteration 11Q: 3 clusters Score -319813.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -319891.437500 Penalty: 4100.654785
	Iteration 12Q: 3 clusters Score -319891.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -319952.875000 Penalty: 4100.654785
	Iteration 13Q: 3 clusters Score -319952.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -320023.062500 Penalty: 4100.654785
	Iteration 14Q: 3 clusters Score -320023.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -320102.937500 Penalty: 4100.654785
	Iteration 15Q: 3 clusters Score -320102.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -320181.281250 Penalty: 4100.654785
	Iteration 16Q: 3 clusters Score -320181.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -320269.125000 Penalty: 4100.654785
	Iteration 17Q: 3 clusters Score -320269.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -320355.968750 Penalty: 4100.654785
	Iteration 18Q: 3 clusters Score -320356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -320448.843750 Penalty: 4100.654785
	Iteration 19Q: 3 clusters Score -320448.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -320566.968750 Penalty: 4100.654785
	Iteration 20F: 3 clusters Score -320567 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -320684.968750 Penalty: 4100.654785
	Iteration 21Q: 3 clusters Score -320685 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -320785.218750 Penalty: 4100.654785
	Iteration 22Q: 3 clusters Score -320785.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -320852.343750 Penalty: 4100.654785
	Iteration 23Q: 3 clusters Score -320852.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -320899.468750 Penalty: 4100.654785
	Iteration 24Q: 3 clusters Score -320899.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -320928.312500 Penalty: 4100.654785
	Iteration 25Q: 3 clusters Score -320928.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -320947.187500 Penalty: 4100.654785
	Iteration 26Q: 3 clusters Score -320947.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -320958.093750 Penalty: 4100.654785
	Iteration 27Q: 3 clusters Score -320958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -320966.312500 Penalty: 4100.654785
	Iteration 28Q: 3 clusters Score -320966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -320973.687500 Penalty: 4100.654785
	Iteration 29Q: 3 clusters Score -320973.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -320984.343750 Penalty: 4100.654785
	Iteration 30Q: 3 clusters Score -320984.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -320986.593750 Penalty: 4100.654785
	Iteration 31Q: 3 clusters Score -320986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -320990.281250 Penalty: 4100.654785
	Iteration 32Q: 3 clusters Score -320990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -320991.312500 Penalty: 4100.654785
	Iteration 33Q: 3 clusters Score -320991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -320994.000000 Penalty: 4100.654785
	Iteration 34Q: 3 clusters Score -320994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -320999.312500 Penalty: 4100.654785
	Iteration 35Q: 3 clusters Score -320999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -321003.468750 Penalty: 4100.654785
	Iteration 36Q: 3 clusters Score -321003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -321004.843750 Penalty: 4100.654785
	Iteration 37Q: 3 clusters Score -321004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -321007.031250 Penalty: 4100.654785
	Iteration 38Q: 3 clusters Score -321007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -321009.031250 Penalty: 4100.654785
	Iteration 39Q: 3 clusters Score -321009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -321009.031250 Penalty: 4100.654785
	Iteration 40F: 3 clusters Score -321009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Entering Unmasked Estep 
Score: -1525160.000000 Penalty: 2417.475586
	Iteration 0F: 2 clusters Score -1525160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1512887.500000 Penalty: 4834.951172
	Iteration 0F: 3 clusters Score -1512888 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1516787.500000 Penalty: 4834.951172
	Iteration 1F: 3 clusters Score -1516788 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1517119.625000 Penalty: 4834.951172
	Iteration 2F: 3 clusters Score -1517120 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1517362.375000 Penalty: 4834.951172
	Iteration 3Q: 3 clusters Score -1517362 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1517570.750000 Penalty: 4834.951172
	Iteration 4Q: 3 clusters Score -1517571 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1517712.375000 Penalty: 4834.951172
	Iteration 5Q: 3 clusters Score -1517712 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1517858.625000 Penalty: 4834.951172
	Iteration 6Q: 3 clusters Score -1517859 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1517975.250000 Penalty: 4834.951172
	Iteration 7Q: 3 clusters Score -1517975 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1518083.250000 Penalty: 4834.951172
	Iteration 8Q: 3 clusters Score -1518083 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1518198.000000 Penalty: 4834.951172
	Iteration 9Q: 3 clusters Score -1518198 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1518318.250000 Penalty: 4834.951172
	Iteration 10Q: 3 clusters Score -1518318 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1518454.500000 Penalty: 4834.951172
	Iteration 11Q: 3 clusters Score -1518454 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1518596.375000 Penalty: 4834.951172
	Iteration 12Q: 3 clusters Score -1518596 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1518736.750000 Penalty: 4834.951172
	Iteration 13Q: 3 clusters Score -1518737 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1518903.500000 Penalty: 4834.951172
	Iteration 14Q: 3 clusters Score -1518904 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1519078.250000 Penalty: 4834.951172
	Iteration 15Q: 3 clusters Score -1519078 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1519275.500000 Penalty: 4834.951172
	Iteration 16Q: 3 clusters Score -1519276 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1519513.500000 Penalty: 4834.951172
	Iteration 17Q: 3 clusters Score -1519514 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1519768.375000 Penalty: 4834.951172
	Iteration 18Q: 3 clusters Score -1519768 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1519989.000000 Penalty: 4834.951172
	Iteration 19Q: 3 clusters Score -1519989 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1520226.875000 Penalty: 4834.951172
	Iteration 20F: 3 clusters Score -1520227 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1520481.125000 Penalty: 4834.951172
	Iteration 21Q: 3 clusters Score -1520481 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1520780.750000 Penalty: 4834.951172
	Iteration 22Q: 3 clusters Score -1520781 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1521085.875000 Penalty: 4834.951172
	Iteration 23Q: 3 clusters Score -1521086 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1521371.625000 Penalty: 4834.951172
	Iteration 24Q: 3 clusters Score -1521372 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1521641.625000 Penalty: 4834.951172
	Iteration 25Q: 3 clusters Score -1521642 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1521894.625000 Penalty: 4834.951172
	Iteration 26Q: 3 clusters Score -1521895 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1522111.125000 Penalty: 4834.951172
	Iteration 27Q: 3 clusters Score -1522111 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1522302.250000 Penalty: 4834.951172
	Iteration 28Q: 3 clusters Score -1522302 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1522459.125000 Penalty: 4834.951172
	Iteration 29Q: 3 clusters Score -1522459 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1522581.875000 Penalty: 4834.951172
	Iteration 30Q: 3 clusters Score -1522582 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1522682.000000 Penalty: 4834.951172
	Iteration 31Q: 3 clusters Score -1522682 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1522762.625000 Penalty: 4834.951172
	Iteration 32Q: 3 clusters Score -1522763 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1522812.000000 Penalty: 4834.951172
	Iteration 33Q: 3 clusters Score -1522812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1522844.875000 Penalty: 4834.951172
	Iteration 34Q: 3 clusters Score -1522845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1522876.375000 Penalty: 4834.951172
	Iteration 35Q: 3 clusters Score -1522876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1522905.250000 Penalty: 4834.951172
	Iteration 36Q: 3 clusters Score -1522905 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1522934.875000 Penalty: 4834.951172
	Iteration 37Q: 3 clusters Score -1522935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1522960.875000 Penalty: 4834.951172
	Iteration 38Q: 3 clusters Score -1522961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1522978.875000 Penalty: 4834.951172
	Iteration 39Q: 3 clusters Score -1522979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1522991.500000 Penalty: 4834.951172
	Iteration 40F: 3 clusters Score -1522992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1523009.500000 Penalty: 4834.951172
	Iteration 41Q: 3 clusters Score -1523010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1523029.500000 Penalty: 4834.951172
	Iteration 42Q: 3 clusters Score -1523030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1523059.750000 Penalty: 4834.951172
	Iteration 43Q: 3 clusters Score -1523060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1523073.500000 Penalty: 4834.951172
	Iteration 44Q: 3 clusters Score -1523074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1523090.250000 Penalty: 4834.951172
	Iteration 45Q: 3 clusters Score -1523090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1523101.375000 Penalty: 4834.951172
	Iteration 46Q: 3 clusters Score -1523101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1523108.250000 Penalty: 4834.951172
	Iteration 47Q: 3 clusters Score -1523108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1523113.000000 Penalty: 4834.951172
	Iteration 48Q: 3 clusters Score -1523113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1523116.875000 Penalty: 4834.951172
	Iteration 49Q: 3 clusters Score -1523117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1523117.375000 Penalty: 4834.951172
	Iteration 50Q: 3 clusters Score -1523117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1523119.000000 Penalty: 4834.951172
	Iteration 51Q: 3 clusters Score -1523119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1523122.000000 Penalty: 4834.951172
	Iteration 52Q: 3 clusters Score -1523122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1523126.750000 Penalty: 4834.951172
	Iteration 53Q: 3 clusters Score -1523127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523127.375000 Penalty: 4834.951172
	Iteration 54Q: 3 clusters Score -1523127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1523127.875000 Penalty: 4834.951172
	Iteration 55Q: 3 clusters Score -1523128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523125.750000 Penalty: 4834.951172
	Iteration 56Q: 3 clusters Score -1523126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1523125.750000 Penalty: 4834.951172
	Iteration 57F: 3 clusters Score -1523126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Entering Unmasked Estep 
Score: -864794.062500 Penalty: 2281.446533
	Iteration 0F: 2 clusters Score -864794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -857198.750000 Penalty: 4562.893066
	Iteration 0F: 3 clusters Score -857198.8 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -859310.937500 Penalty: 4562.893066
	Iteration 1F: 3 clusters Score -859310.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -859574.812500 Penalty: 4562.893066
	Iteration 2F: 3 clusters Score -859574.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -859783.687500 Penalty: 4562.893066
	Iteration 3Q: 3 clusters Score -859783.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -860010.500000 Penalty: 4562.893066
	Iteration 4Q: 3 clusters Score -860010.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -860281.187500 Penalty: 4562.893066
	Iteration 5Q: 3 clusters Score -860281.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -860597.750000 Penalty: 4562.893066
	Iteration 6F: 3 clusters Score -860597.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -860957.062500 Penalty: 4562.893066
	Iteration 7F: 3 clusters Score -860957.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -861413.187500 Penalty: 4562.893066
	Iteration 8F: 3 clusters Score -861413.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -861816.500000 Penalty: 4562.893066
	Iteration 9F: 3 clusters Score -861816.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -862170.437500 Penalty: 4562.893066
	Iteration 10Q: 3 clusters Score -862170.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -862448.437500 Penalty: 4562.893066
	Iteration 11Q: 3 clusters Score -862448.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -862636.187500 Penalty: 4562.893066
	Iteration 12Q: 3 clusters Score -862636.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -862758.437500 Penalty: 4562.893066
	Iteration 13Q: 3 clusters Score -862758.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -862831.687500 Penalty: 4562.893066
	Iteration 14Q: 3 clusters Score -862831.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -862875.937500 Penalty: 4562.893066
	Iteration 15Q: 3 clusters Score -862875.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -862905.250000 Penalty: 4562.893066
	Iteration 16Q: 3 clusters Score -862905.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -862918.750000 Penalty: 4562.893066
	Iteration 17Q: 3 clusters Score -862918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -862932.500000 Penalty: 4562.893066
	Iteration 18Q: 3 clusters Score -862932.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -862945.375000 Penalty: 4562.893066
	Iteration 19Q: 3 clusters Score -862945.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -862953.437500 Penalty: 4562.893066
	Iteration 20F: 3 clusters Score -862953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -862955.000000 Penalty: 4562.893066
	Iteration 21Q: 3 clusters Score -862955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -862960.250000 Penalty: 4562.893066
	Iteration 22Q: 3 clusters Score -862960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -862957.937500 Penalty: 4562.893066
	Iteration 23Q: 3 clusters Score -862957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -862961.375000 Penalty: 4562.893066
	Iteration 24Q: 3 clusters Score -862961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -862962.750000 Penalty: 4562.893066
	Iteration 25Q: 3 clusters Score -862962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -862963.375000 Penalty: 4562.893066
	Iteration 26Q: 3 clusters Score -862963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -862963.375000 Penalty: 4562.893066
	Iteration 27F: 3 clusters Score -862963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Entering Unmasked Estep 
Score: -670245.625000 Penalty: 2228.390381
	Iteration 0F: 2 clusters Score -670245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -663825.250000 Penalty: 4456.780762
	Iteration 0F: 3 clusters Score -663825.2 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -665677.250000 Penalty: 4456.780762
	Iteration 1F: 3 clusters Score -665677.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -665992.875000 Penalty: 4456.780762
	Iteration 2F: 3 clusters Score -665992.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -666277.500000 Penalty: 4456.780762
	Iteration 3F: 3 clusters Score -666277.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -666539.437500 Penalty: 4456.780762
	Iteration 4Q: 3 clusters Score -666539.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -666763.875000 Penalty: 4456.780762
	Iteration 5Q: 3 clusters Score -666763.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -666997.625000 Penalty: 4456.780762
	Iteration 6Q: 3 clusters Score -666997.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -667264.125000 Penalty: 4456.780762
	Iteration 7Q: 3 clusters Score -667264.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -667497.937500 Penalty: 4456.780762
	Iteration 8Q: 3 clusters Score -667497.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -667675.437500 Penalty: 4456.780762
	Iteration 9Q: 3 clusters Score -667675.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -667807.625000 Penalty: 4456.780762
	Iteration 10Q: 3 clusters Score -667807.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -667896.062500 Penalty: 4456.780762
	Iteration 11Q: 3 clusters Score -667896.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -667965.500000 Penalty: 4456.780762
	Iteration 12Q: 3 clusters Score -667965.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -668028.125000 Penalty: 4456.780762
	Iteration 13Q: 3 clusters Score -668028.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -668088.687500 Penalty: 4456.780762
	Iteration 14Q: 3 clusters Score -668088.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -668152.187500 Penalty: 4456.780762
	Iteration 15Q: 3 clusters Score -668152.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -668224.250000 Penalty: 4456.780762
	Iteration 16Q: 3 clusters Score -668224.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -668319.937500 Penalty: 4456.780762
	Iteration 17Q: 3 clusters Score -668319.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -668440.125000 Penalty: 4456.780762
	Iteration 18Q: 3 clusters Score -668440.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -668586.125000 Penalty: 4456.780762
	Iteration 19Q: 3 clusters Score -668586.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -668734.250000 Penalty: 4456.780762
	Iteration 20F: 3 clusters Score -668734.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -668854.562500 Penalty: 4456.780762
	Iteration 21Q: 3 clusters Score -668854.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -668930.187500 Penalty: 4456.780762
	Iteration 22Q: 3 clusters Score -668930.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -668980.375000 Penalty: 4456.780762
	Iteration 23Q: 3 clusters Score -668980.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -669025.750000 Penalty: 4456.780762
	Iteration 24Q: 3 clusters Score -669025.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -669066.312500 Penalty: 4456.780762
	Iteration 25Q: 3 clusters Score -669066.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -669092.500000 Penalty: 4456.780762
	Iteration 26Q: 3 clusters Score -669092.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -669111.500000 Penalty: 4456.780762
	Iteration 27Q: 3 clusters Score -669111.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -669124.437500 Penalty: 4456.780762
	Iteration 28Q: 3 clusters Score -669124.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -669133.250000 Penalty: 4456.780762
	Iteration 29Q: 3 clusters Score -669133.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -669139.562500 Penalty: 4456.780762
	Iteration 30Q: 3 clusters Score -669139.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -669144.562500 Penalty: 4456.780762
	Iteration 31Q: 3 clusters Score -669144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -669148.437500 Penalty: 4456.780762
	Iteration 32Q: 3 clusters Score -669148.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -669153.750000 Penalty: 4456.780762
	Iteration 33Q: 3 clusters Score -669153.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -669160.000000 Penalty: 4456.780762
	Iteration 34Q: 3 clusters Score -669160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -669159.812500 Penalty: 4456.780762
	Iteration 35Q: 3 clusters Score -669159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -669159.625000 Penalty: 4456.780762
	Iteration 36Q: 3 clusters Score -669159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -669162.125000 Penalty: 4456.780762
	Iteration 37Q: 3 clusters Score -669162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -669162.937500 Penalty: 4456.780762
	Iteration 38Q: 3 clusters Score -669162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -669164.000000 Penalty: 4456.780762
	Iteration 39Q: 3 clusters Score -669164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -669164.312500 Penalty: 4456.780762
	Iteration 40F: 3 clusters Score -669164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -669163.562500 Penalty: 4456.780762
	Iteration 41Q: 3 clusters Score -669163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -669164.875000 Penalty: 4456.780762
	Iteration 42Q: 3 clusters Score -669164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -669165.812500 Penalty: 4456.780762
	Iteration 43Q: 3 clusters Score -669165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -669164.625000 Penalty: 4456.780762
	Iteration 44Q: 3 clusters Score -669164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -669165.687500 Penalty: 4456.780762
	Iteration 45Q: 3 clusters Score -669165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -669167.437500 Penalty: 4456.780762
	Iteration 46Q: 3 clusters Score -669167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -669167.437500 Penalty: 4456.780762
	Iteration 47F: 3 clusters Score -669167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Entering Unmasked Estep 
Score: -603769.125000 Penalty: 2202.350830
	Iteration 0F: 2 clusters Score -603769.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -597823.937500 Penalty: 4404.701660
	Iteration 0F: 3 clusters Score -597823.9 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -599313.562500 Penalty: 4404.701660
	Iteration 1F: 3 clusters Score -599313.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -599524.125000 Penalty: 4404.701660
	Iteration 2F: 3 clusters Score -599524.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -599654.062500 Penalty: 4404.701660
	Iteration 3Q: 3 clusters Score -599654.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -599746.812500 Penalty: 4404.701660
	Iteration 4Q: 3 clusters Score -599746.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -599829.875000 Penalty: 4404.701660
	Iteration 5Q: 3 clusters Score -599829.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -599898.437500 Penalty: 4404.701660
	Iteration 6Q: 3 clusters Score -599898.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -599955.250000 Penalty: 4404.701660
	Iteration 7Q: 3 clusters Score -599955.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -599992.375000 Penalty: 4404.701660
	Iteration 8Q: 3 clusters Score -599992.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -600026.125000 Penalty: 4404.701660
	Iteration 9Q: 3 clusters Score -600026.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -600054.312500 Penalty: 4404.701660
	Iteration 10Q: 3 clusters Score -600054.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -600075.125000 Penalty: 4404.701660
	Iteration 11Q: 3 clusters Score -600075.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -600096.812500 Penalty: 4404.701660
	Iteration 12Q: 3 clusters Score -600096.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -600113.875000 Penalty: 4404.701660
	Iteration 13Q: 3 clusters Score -600113.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -600127.875000 Penalty: 4404.701660
	Iteration 14Q: 3 clusters Score -600127.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -600139.750000 Penalty: 4404.701660
	Iteration 15Q: 3 clusters Score -600139.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -600151.000000 Penalty: 4404.701660
	Iteration 16Q: 3 clusters Score -600151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -600162.187500 Penalty: 4404.701660
	Iteration 17Q: 3 clusters Score -600162.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -600174.125000 Penalty: 4404.701660
	Iteration 18Q: 3 clusters Score -600174.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -600185.062500 Penalty: 4404.701660
	Iteration 19Q: 3 clusters Score -600185.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -600193.562500 Penalty: 4404.701660
	Iteration 20F: 3 clusters Score -600193.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -600203.875000 Penalty: 4404.701660
	Iteration 21Q: 3 clusters Score -600203.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -600211.625000 Penalty: 4404.701660
	Iteration 22Q: 3 clusters Score -600211.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -600220.437500 Penalty: 4404.701660
	Iteration 23Q: 3 clusters Score -600220.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -600223.125000 Penalty: 4404.701660
	Iteration 24Q: 3 clusters Score -600223.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -600233.125000 Penalty: 4404.701660
	Iteration 25Q: 3 clusters Score -600233.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -600245.375000 Penalty: 4404.701660
	Iteration 26Q: 3 clusters Score -600245.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -600262.625000 Penalty: 4404.701660
	Iteration 27Q: 3 clusters Score -600262.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -600275.625000 Penalty: 4404.701660
	Iteration 28Q: 3 clusters Score -600275.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -600292.937500 Penalty: 4404.701660
	Iteration 29Q: 3 clusters Score -600292.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -600311.875000 Penalty: 4404.701660
	Iteration 30Q: 3 clusters Score -600311.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -600324.437500 Penalty: 4404.701660
	Iteration 31Q: 3 clusters Score -600324.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -600340.250000 Penalty: 4404.701660
	Iteration 32Q: 3 clusters Score -600340.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -600361.062500 Penalty: 4404.701660
	Iteration 33Q: 3 clusters Score -600361.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -600380.125000 Penalty: 4404.701660
	Iteration 34Q: 3 clusters Score -600380.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -600404.500000 Penalty: 4404.701660
	Iteration 35Q: 3 clusters Score -600404.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -600433.187500 Penalty: 4404.701660
	Iteration 36Q: 3 clusters Score -600433.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -600462.625000 Penalty: 4404.701660
	Iteration 37Q: 3 clusters Score -600462.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -600506.687500 Penalty: 4404.701660
	Iteration 38Q: 3 clusters Score -600506.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -600557.250000 Penalty: 4404.701660
	Iteration 39Q: 3 clusters Score -600557.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -600620.187500 Penalty: 4404.701660
	Iteration 40F: 3 clusters Score -600620.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -600708.125000 Penalty: 4404.701660
	Iteration 41Q: 3 clusters Score -600708.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -600821.937500 Penalty: 4404.701660
	Iteration 42Q: 3 clusters Score -600821.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -600955.625000 Penalty: 4404.701660
	Iteration 43Q: 3 clusters Score -600955.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -601095.125000 Penalty: 4404.701660
	Iteration 44Q: 3 clusters Score -601095.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -601245.250000 Penalty: 4404.701660
	Iteration 45Q: 3 clusters Score -601245.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -601379.062500 Penalty: 4404.701660
	Iteration 46Q: 3 clusters Score -601379.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -601491.250000 Penalty: 4404.701660
	Iteration 47Q: 3 clusters Score -601491.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -601575.000000 Penalty: 4404.701660
	Iteration 48Q: 3 clusters Score -601575 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -601646.562500 Penalty: 4404.701660
	Iteration 49Q: 3 clusters Score -601646.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -601716.812500 Penalty: 4404.701660
	Iteration 50Q: 3 clusters Score -601716.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -601770.125000 Penalty: 4404.701660
	Iteration 51Q: 3 clusters Score -601770.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -601807.250000 Penalty: 4404.701660
	Iteration 52Q: 3 clusters Score -601807.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -601832.250000 Penalty: 4404.701660
	Iteration 53Q: 3 clusters Score -601832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -601846.312500 Penalty: 4404.701660
	Iteration 54Q: 3 clusters Score -601846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -601853.062500 Penalty: 4404.701660
	Iteration 55Q: 3 clusters Score -601853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -601859.125000 Penalty: 4404.701660
	Iteration 56Q: 3 clusters Score -601859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -601868.125000 Penalty: 4404.701660
	Iteration 57Q: 3 clusters Score -601868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -601871.937500 Penalty: 4404.701660
	Iteration 58Q: 3 clusters Score -601871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -601877.000000 Penalty: 4404.701660
	Iteration 59Q: 3 clusters Score -601877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -601879.687500 Penalty: 4404.701660
	Iteration 60F: 3 clusters Score -601879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -601883.437500 Penalty: 4404.701660
	Iteration 61Q: 3 clusters Score -601883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -601885.937500 Penalty: 4404.701660
	Iteration 62Q: 3 clusters Score -601885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -601887.562500 Penalty: 4404.701660
	Iteration 63Q: 3 clusters Score -601887.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -601889.750000 Penalty: 4404.701660
	Iteration 64Q: 3 clusters Score -601889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -601893.187500 Penalty: 4404.701660
	Iteration 65Q: 3 clusters Score -601893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -601895.125000 Penalty: 4404.701660
	Iteration 66Q: 3 clusters Score -601895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -601896.687500 Penalty: 4404.701660
	Iteration 67Q: 3 clusters Score -601896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -601896.312500 Penalty: 4404.701660
	Iteration 68Q: 3 clusters Score -601896.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -601896.312500 Penalty: 4404.701660
	Iteration 69F: 3 clusters Score -601896.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Entering Unmasked Estep 
Score: -2455103.500000 Penalty: 2544.281982
	Iteration 0F: 2 clusters Score -2455104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2435441.750000 Penalty: 5088.563965
	Iteration 0F: 3 clusters Score -2435442 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2442270.250000 Penalty: 5088.563965
	Iteration 1F: 3 clusters Score -2442270 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2442756.000000 Penalty: 5088.563965
	Iteration 2Q: 3 clusters Score -2442756 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2443181.500000 Penalty: 5088.563965
	Iteration 3Q: 3 clusters Score -2443182 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2443548.250000 Penalty: 5088.563965
	Iteration 4Q: 3 clusters Score -2443548 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2443934.000000 Penalty: 5088.563965
	Iteration 5Q: 3 clusters Score -2443934 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2444365.500000 Penalty: 5088.563965
	Iteration 6Q: 3 clusters Score -2444366 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2444838.250000 Penalty: 5088.563965
	Iteration 7Q: 3 clusters Score -2444838 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2445329.250000 Penalty: 5088.563965
	Iteration 8Q: 3 clusters Score -2445329 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2445951.500000 Penalty: 5088.563965
	Iteration 9Q: 3 clusters Score -2445952 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2446611.500000 Penalty: 5088.563965
	Iteration 10Q: 3 clusters Score -2446612 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2447255.500000 Penalty: 5088.563965
	Iteration 11Q: 3 clusters Score -2447256 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2447877.250000 Penalty: 5088.563965
	Iteration 12Q: 3 clusters Score -2447877 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2448485.750000 Penalty: 5088.563965
	Iteration 13Q: 3 clusters Score -2448486 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2449043.000000 Penalty: 5088.563965
	Iteration 14Q: 3 clusters Score -2449043 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2449628.250000 Penalty: 5088.563965
	Iteration 15Q: 3 clusters Score -2449628 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2450164.500000 Penalty: 5088.563965
	Iteration 16Q: 3 clusters Score -2450164 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2450578.250000 Penalty: 5088.563965
	Iteration 17Q: 3 clusters Score -2450578 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2450874.500000 Penalty: 5088.563965
	Iteration 18Q: 3 clusters Score -2450874 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2451135.000000 Penalty: 5088.563965
	Iteration 19Q: 3 clusters Score -2451135 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2451318.750000 Penalty: 5088.563965
	Iteration 20F: 3 clusters Score -2451319 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2451469.250000 Penalty: 5088.563965
	Iteration 21Q: 3 clusters Score -2451469 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2451654.750000 Penalty: 5088.563965
	Iteration 22Q: 3 clusters Score -2451655 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2451842.500000 Penalty: 5088.563965
	Iteration 23Q: 3 clusters Score -2451842 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2451981.000000 Penalty: 5088.563965
	Iteration 24Q: 3 clusters Score -2451981 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2452135.250000 Penalty: 5088.563965
	Iteration 25Q: 3 clusters Score -2452135 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2452281.750000 Penalty: 5088.563965
	Iteration 26Q: 3 clusters Score -2452282 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2452405.750000 Penalty: 5088.563965
	Iteration 27Q: 3 clusters Score -2452406 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2452493.000000 Penalty: 5088.563965
	Iteration 28Q: 3 clusters Score -2452493 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2452570.250000 Penalty: 5088.563965
	Iteration 29Q: 3 clusters Score -2452570 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2452645.000000 Penalty: 5088.563965
	Iteration 30Q: 3 clusters Score -2452645 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2452706.000000 Penalty: 5088.563965
	Iteration 31Q: 3 clusters Score -2452706 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2452767.000000 Penalty: 5088.563965
	Iteration 32Q: 3 clusters Score -2452767 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2452825.750000 Penalty: 5088.563965
	Iteration 33Q: 3 clusters Score -2452826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2452862.750000 Penalty: 5088.563965
	Iteration 34Q: 3 clusters Score -2452863 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2452909.250000 Penalty: 5088.563965
	Iteration 35Q: 3 clusters Score -2452909 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2452927.000000 Penalty: 5088.563965
	Iteration 36Q: 3 clusters Score -2452927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2452953.500000 Penalty: 5088.563965
	Iteration 37Q: 3 clusters Score -2452954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2452966.250000 Penalty: 5088.563965
	Iteration 38Q: 3 clusters Score -2452966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2452985.500000 Penalty: 5088.563965
	Iteration 39Q: 3 clusters Score -2452986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2452996.250000 Penalty: 5088.563965
	Iteration 40F: 3 clusters Score -2452996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2453007.750000 Penalty: 5088.563965
	Iteration 41Q: 3 clusters Score -2453008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2453014.000000 Penalty: 5088.563965
	Iteration 42Q: 3 clusters Score -2453014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2453030.250000 Penalty: 5088.563965
	Iteration 43Q: 3 clusters Score -2453030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2453030.500000 Penalty: 5088.563965
	Iteration 44Q: 3 clusters Score -2453030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2453029.750000 Penalty: 5088.563965
	Iteration 45Q: 3 clusters Score -2453030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2453035.000000 Penalty: 5088.563965
	Iteration 46Q: 3 clusters Score -2453035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2453036.250000 Penalty: 5088.563965
	Iteration 47Q: 3 clusters Score -2453036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2453037.750000 Penalty: 5088.563965
	Iteration 48Q: 3 clusters Score -2453038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2453038.500000 Penalty: 5088.563965
	Iteration 49Q: 3 clusters Score -2453038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2453045.750000 Penalty: 5088.563965
	Iteration 50Q: 3 clusters Score -2453046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2453044.250000 Penalty: 5088.563965
	Iteration 51Q: 3 clusters Score -2453044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2453042.250000 Penalty: 5088.563965
	Iteration 52Q: 3 clusters Score -2453042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2453045.250000 Penalty: 5088.563965
	Iteration 53Q: 3 clusters Score -2453045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2453046.500000 Penalty: 5088.563965
	Iteration 54Q: 3 clusters Score -2453046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2453047.750000 Penalty: 5088.563965
	Iteration 55Q: 3 clusters Score -2453048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2453048.250000 Penalty: 5088.563965
	Iteration 56Q: 3 clusters Score -2453048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2453050.000000 Penalty: 5088.563965
	Iteration 57Q: 3 clusters Score -2453050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2453050.000000 Penalty: 5088.563965
	Iteration 58F: 3 clusters Score -2453050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Entering Unmasked Estep 
Score: -4783431.500000 Penalty: 2700.205078
	Iteration 0F: 2 clusters Score -4783432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -4747495.000000 Penalty: 5400.410156
	Iteration 0F: 3 clusters Score -4747495 nChanged 24705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4761287.500000 Penalty: 5400.410156
	Iteration 1F: 3 clusters Score -4761288 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4761900.500000 Penalty: 5400.410156
	Iteration 2Q: 3 clusters Score -4761900 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4762737.500000 Penalty: 5400.410156
	Iteration 3Q: 3 clusters Score -4762738 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -4763983.500000 Penalty: 5400.410156
	Iteration 4F: 3 clusters Score -4763984 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4765881.000000 Penalty: 5400.410156
	Iteration 5F: 3 clusters Score -4765881 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4768720.000000 Penalty: 5400.410156
	Iteration 6F: 3 clusters Score -4768720 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -4772313.000000 Penalty: 5400.410156
	Iteration 7F: 3 clusters Score -4772313 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -4775683.000000 Penalty: 5400.410156
	Iteration 8F: 3 clusters Score -4775683 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -4778178.000000 Penalty: 5400.410156
	Iteration 9F: 3 clusters Score -4778178 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -4779591.000000 Penalty: 5400.410156
	Iteration 10Q: 3 clusters Score -4779591 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -4780303.500000 Penalty: 5400.410156
	Iteration 11Q: 3 clusters Score -4780304 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -4780671.000000 Penalty: 5400.410156
	Iteration 12Q: 3 clusters Score -4780671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -4780805.500000 Penalty: 5400.410156
	Iteration 13Q: 3 clusters Score -4780806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -4780911.500000 Penalty: 5400.410156
	Iteration 14Q: 3 clusters Score -4780912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -4780969.500000 Penalty: 5400.410156
	Iteration 15Q: 3 clusters Score -4780970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53246 members 
Entering Unmasked Estep 
Score: -4781005.500000 Penalty: 5400.410156
	Iteration 16Q: 3 clusters Score -4781006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -4781019.500000 Penalty: 5400.410156
	Iteration 17Q: 3 clusters Score -4781020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -4781038.500000 Penalty: 5400.410156
	Iteration 18Q: 3 clusters Score -4781038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -4781060.000000 Penalty: 5400.410156
	Iteration 19Q: 3 clusters Score -4781060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -4781075.500000 Penalty: 5400.410156
	Iteration 20F: 3 clusters Score -4781076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -4781090.500000 Penalty: 5400.410156
	Iteration 21Q: 3 clusters Score -4781090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -4781098.500000 Penalty: 5400.410156
	Iteration 22Q: 3 clusters Score -4781098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -4781102.500000 Penalty: 5400.410156
	Iteration 23Q: 3 clusters Score -4781102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -4781102.500000 Penalty: 5400.410156
	Iteration 24F: 3 clusters Score -4781102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Entering Unmasked Estep 
Score: -836031.437500 Penalty: 2284.931885
	Iteration 0F: 2 clusters Score -836031.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -828344.812500 Penalty: 4569.863770
	Iteration 0F: 3 clusters Score -828344.8 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -830632.625000 Penalty: 4569.863770
	Iteration 1F: 3 clusters Score -830632.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -831049.687500 Penalty: 4569.863770
	Iteration 2F: 3 clusters Score -831049.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -831400.437500 Penalty: 4569.863770
	Iteration 3F: 3 clusters Score -831400.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -831746.875000 Penalty: 4569.863770
	Iteration 4F: 3 clusters Score -831746.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -832075.625000 Penalty: 4569.863770
	Iteration 5F: 3 clusters Score -832075.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -832391.812500 Penalty: 4569.863770
	Iteration 6F: 3 clusters Score -832391.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -832724.937500 Penalty: 4569.863770
	Iteration 7Q: 3 clusters Score -832724.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -832994.500000 Penalty: 4569.863770
	Iteration 8Q: 3 clusters Score -832994.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -833219.375000 Penalty: 4569.863770
	Iteration 9Q: 3 clusters Score -833219.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -833374.500000 Penalty: 4569.863770
	Iteration 10Q: 3 clusters Score -833374.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -833480.875000 Penalty: 4569.863770
	Iteration 11Q: 3 clusters Score -833480.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -833576.812500 Penalty: 4569.863770
	Iteration 12Q: 3 clusters Score -833576.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -833677.437500 Penalty: 4569.863770
	Iteration 13Q: 3 clusters Score -833677.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -833752.687500 Penalty: 4569.863770
	Iteration 14Q: 3 clusters Score -833752.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -833802.937500 Penalty: 4569.863770
	Iteration 15Q: 3 clusters Score -833802.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -833848.937500 Penalty: 4569.863770
	Iteration 16Q: 3 clusters Score -833848.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -833885.250000 Penalty: 4569.863770
	Iteration 17Q: 3 clusters Score -833885.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -833913.250000 Penalty: 4569.863770
	Iteration 18Q: 3 clusters Score -833913.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -833937.687500 Penalty: 4569.863770
	Iteration 19Q: 3 clusters Score -833937.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -833963.687500 Penalty: 4569.863770
	Iteration 20F: 3 clusters Score -833963.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -833991.250000 Penalty: 4569.863770
	Iteration 21Q: 3 clusters Score -833991.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -834015.187500 Penalty: 4569.863770
	Iteration 22Q: 3 clusters Score -834015.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -834042.625000 Penalty: 4569.863770
	Iteration 23Q: 3 clusters Score -834042.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -834062.437500 Penalty: 4569.863770
	Iteration 24Q: 3 clusters Score -834062.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -834077.125000 Penalty: 4569.863770
	Iteration 25Q: 3 clusters Score -834077.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -834088.250000 Penalty: 4569.863770
	Iteration 26Q: 3 clusters Score -834088.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -834103.000000 Penalty: 4569.863770
	Iteration 27Q: 3 clusters Score -834103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -834119.187500 Penalty: 4569.863770
	Iteration 28Q: 3 clusters Score -834119.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -834126.937500 Penalty: 4569.863770
	Iteration 29Q: 3 clusters Score -834126.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -834132.312500 Penalty: 4569.863770
	Iteration 30Q: 3 clusters Score -834132.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -834141.375000 Penalty: 4569.863770
	Iteration 31Q: 3 clusters Score -834141.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -834150.062500 Penalty: 4569.863770
	Iteration 32Q: 3 clusters Score -834150.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -834163.375000 Penalty: 4569.863770
	Iteration 33Q: 3 clusters Score -834163.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -834174.187500 Penalty: 4569.863770
	Iteration 34Q: 3 clusters Score -834174.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -834182.250000 Penalty: 4569.863770
	Iteration 35Q: 3 clusters Score -834182.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -834188.750000 Penalty: 4569.863770
	Iteration 36Q: 3 clusters Score -834188.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -834192.625000 Penalty: 4569.863770
	Iteration 37Q: 3 clusters Score -834192.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -834197.625000 Penalty: 4569.863770
	Iteration 38Q: 3 clusters Score -834197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -834203.562500 Penalty: 4569.863770
	Iteration 39Q: 3 clusters Score -834203.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -834203.000000 Penalty: 4569.863770
	Iteration 40F: 3 clusters Score -834203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -834208.937500 Penalty: 4569.863770
	Iteration 41Q: 3 clusters Score -834208.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -834209.750000 Penalty: 4569.863770
	Iteration 42Q: 3 clusters Score -834209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -834215.062500 Penalty: 4569.863770
	Iteration 43Q: 3 clusters Score -834215.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -834218.750000 Penalty: 4569.863770
	Iteration 44Q: 3 clusters Score -834218.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -834224.562500 Penalty: 4569.863770
	Iteration 45Q: 3 clusters Score -834224.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -834231.750000 Penalty: 4569.863770
	Iteration 46Q: 3 clusters Score -834231.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -834236.312500 Penalty: 4569.863770
	Iteration 47Q: 3 clusters Score -834236.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -834244.937500 Penalty: 4569.863770
	Iteration 48Q: 3 clusters Score -834244.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -834252.250000 Penalty: 4569.863770
	Iteration 49Q: 3 clusters Score -834252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -834258.000000 Penalty: 4569.863770
	Iteration 50Q: 3 clusters Score -834258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -834261.375000 Penalty: 4569.863770
	Iteration 51Q: 3 clusters Score -834261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -834265.937500 Penalty: 4569.863770
	Iteration 52Q: 3 clusters Score -834265.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -834265.812500 Penalty: 4569.863770
	Iteration 53Q: 3 clusters Score -834265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -834270.187500 Penalty: 4569.863770
	Iteration 54Q: 3 clusters Score -834270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -834269.250000 Penalty: 4569.863770
	Iteration 55Q: 3 clusters Score -834269.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -834276.000000 Penalty: 4569.863770
	Iteration 56Q: 3 clusters Score -834276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -834279.000000 Penalty: 4569.863770
	Iteration 57Q: 3 clusters Score -834279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -834279.312500 Penalty: 4569.863770
	Iteration 58Q: 3 clusters Score -834279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -834282.250000 Penalty: 4569.863770
	Iteration 59Q: 3 clusters Score -834282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -834281.250000 Penalty: 4569.863770
	Iteration 60F: 3 clusters Score -834281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -834281.187500 Penalty: 4569.863770
	Iteration 61Q: 3 clusters Score -834281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -834281.187500 Penalty: 4569.863770
	Iteration 62F: 3 clusters Score -834281.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -216208.875000 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -216208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -213140.125000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -213140.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -213800.625000 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -213800.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -214011.859375 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -214011.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214198.765625 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -214198.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -214368.156250 Penalty: 3918.347900
	Iteration 4F: 3 clusters Score -214368.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -214527.593750 Penalty: 3918.347900
	Iteration 5F: 3 clusters Score -214527.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -214701.515625 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -214701.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -214929.703125 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -214929.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -215111.609375 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -215111.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -215300.750000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -215300.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -215456.093750 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -215456.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -215595.828125 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -215595.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -215693.906250 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -215693.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -215762.625000 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -215762.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215813.531250 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -215813.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -215876.187500 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -215876.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215916.312500 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -215916.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -215941.531250 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -215941.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -215971.406250 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -215971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215982.125000 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -215982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215984.546875 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -215984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -215988.562500 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -215988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215989.718750 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -215989.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -215990.687500 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -215990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -215990.687500 Penalty: 3918.347900
	Iteration 24F: 3 clusters Score -215990.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Entering Unmasked Estep 
Score: -1432029.875000 Penalty: 2404.753418
	Iteration 0F: 2 clusters Score -1432030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1420522.875000 Penalty: 4809.506836
	Iteration 0F: 3 clusters Score -1420523 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1424171.875000 Penalty: 4809.506836
	Iteration 1F: 3 clusters Score -1424172 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1424602.250000 Penalty: 4809.506836
	Iteration 2F: 3 clusters Score -1424602 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1424949.000000 Penalty: 4809.506836
	Iteration 3F: 3 clusters Score -1424949 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1425265.625000 Penalty: 4809.506836
	Iteration 4Q: 3 clusters Score -1425266 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1425562.000000 Penalty: 4809.506836
	Iteration 5Q: 3 clusters Score -1425562 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1425793.875000 Penalty: 4809.506836
	Iteration 6Q: 3 clusters Score -1425794 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1426008.875000 Penalty: 4809.506836
	Iteration 7Q: 3 clusters Score -1426009 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1426233.125000 Penalty: 4809.506836
	Iteration 8Q: 3 clusters Score -1426233 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1426456.000000 Penalty: 4809.506836
	Iteration 9Q: 3 clusters Score -1426456 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1426710.625000 Penalty: 4809.506836
	Iteration 10Q: 3 clusters Score -1426711 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1426984.125000 Penalty: 4809.506836
	Iteration 11Q: 3 clusters Score -1426984 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1427279.500000 Penalty: 4809.506836
	Iteration 12Q: 3 clusters Score -1427280 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1427632.250000 Penalty: 4809.506836
	Iteration 13Q: 3 clusters Score -1427632 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1427993.250000 Penalty: 4809.506836
	Iteration 14Q: 3 clusters Score -1427993 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1428262.250000 Penalty: 4809.506836
	Iteration 15Q: 3 clusters Score -1428262 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1428470.000000 Penalty: 4809.506836
	Iteration 16Q: 3 clusters Score -1428470 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1428612.250000 Penalty: 4809.506836
	Iteration 17Q: 3 clusters Score -1428612 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1428719.375000 Penalty: 4809.506836
	Iteration 18Q: 3 clusters Score -1428719 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1428761.500000 Penalty: 4809.506836
	Iteration 19Q: 3 clusters Score -1428762 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1428802.375000 Penalty: 4809.506836
	Iteration 20F: 3 clusters Score -1428802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1428840.625000 Penalty: 4809.506836
	Iteration 21Q: 3 clusters Score -1428841 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1428869.375000 Penalty: 4809.506836
	Iteration 22Q: 3 clusters Score -1428869 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1428901.625000 Penalty: 4809.506836
	Iteration 23Q: 3 clusters Score -1428902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1428936.125000 Penalty: 4809.506836
	Iteration 24Q: 3 clusters Score -1428936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1428963.500000 Penalty: 4809.506836
	Iteration 25Q: 3 clusters Score -1428964 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1428992.000000 Penalty: 4809.506836
	Iteration 26Q: 3 clusters Score -1428992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1429007.875000 Penalty: 4809.506836
	Iteration 27Q: 3 clusters Score -1429008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1429019.000000 Penalty: 4809.506836
	Iteration 28Q: 3 clusters Score -1429019 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1429043.875000 Penalty: 4809.506836
	Iteration 29Q: 3 clusters Score -1429044 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1429053.250000 Penalty: 4809.506836
	Iteration 30Q: 3 clusters Score -1429053 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1429072.500000 Penalty: 4809.506836
	Iteration 31Q: 3 clusters Score -1429072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1429085.125000 Penalty: 4809.506836
	Iteration 32Q: 3 clusters Score -1429085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1429097.750000 Penalty: 4809.506836
	Iteration 33Q: 3 clusters Score -1429098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1429107.625000 Penalty: 4809.506836
	Iteration 34Q: 3 clusters Score -1429108 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1429111.875000 Penalty: 4809.506836
	Iteration 35Q: 3 clusters Score -1429112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1429120.000000 Penalty: 4809.506836
	Iteration 36Q: 3 clusters Score -1429120 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1429135 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1429144 nChanged 50
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Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1429147 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1429151.625000 Penalty: 4809.506836
	Iteration 40F: 3 clusters Score -1429152 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1429157 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1429158 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1429160 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1429166 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1429166 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1429169 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1429172.750000 Penalty: 4809.506836
	Iteration 47Q: 3 clusters Score -1429173 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1429167 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1429174.625000 Penalty: 4809.506836
	Iteration 49Q: 3 clusters Score -1429175 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1429176 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1429177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1429177 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1429180 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1429177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1429181 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1429183 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1429184 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1429188 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1429190 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1429193.750000 Penalty: 4809.506836
	Iteration 60F: 3 clusters Score -1429194 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1429194 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1429195 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1429196 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1429195 nChanged 10
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Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1429194 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1429198 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1429198 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1429200 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1429206 nChanged 19
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Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1429207 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1429207 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1429204 nChanged 12
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Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1429208 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1429209 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1429210 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1429214.000000 Penalty: 4809.506836
	Iteration 76Q: 3 clusters Score -1429214 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1429212 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1429219.625000 Penalty: 4809.506836
	Iteration 78Q: 3 clusters Score -1429220 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1429225.625000 Penalty: 4809.506836
	Iteration 79Q: 3 clusters Score -1429226 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1429229.375000 Penalty: 4809.506836
	Iteration 80F: 3 clusters Score -1429229 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1429231.750000 Penalty: 4809.506836
	Iteration 81Q: 3 clusters Score -1429232 nChanged 34
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Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1429234 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6541 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1429238 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1429240.250000 Penalty: 4809.506836
	Iteration 84Q: 3 clusters Score -1429240 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6550 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1429250 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6550 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1429254 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6544 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1429253 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1429254 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6536 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1429264 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1429266.625000 Penalty: 4809.506836
	Iteration 90Q: 3 clusters Score -1429267 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1429271.375000 Penalty: 4809.506836
	Iteration 91Q: 3 clusters Score -1429271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1429271 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1429275.500000 Penalty: 4809.506836
	Iteration 93Q: 3 clusters Score -1429276 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1429275 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1429281.250000 Penalty: 4809.506836
	Iteration 95Q: 3 clusters Score -1429281 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1429286 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1429300.625000 Penalty: 4809.506836
	Iteration 97Q: 3 clusters Score -1429301 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1429308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1429315.750000 Penalty: 4809.506836
	Iteration 99Q: 3 clusters Score -1429316 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1429330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1429340.875000 Penalty: 4809.506836
	Iteration 101Q: 3 clusters Score -1429341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1429353.375000 Penalty: 4809.506836
	Iteration 102Q: 3 clusters Score -1429353 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1429365.625000 Penalty: 4809.506836
	Iteration 103Q: 3 clusters Score -1429366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1429380.750000 Penalty: 4809.506836
	Iteration 104Q: 3 clusters Score -1429381 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1429408.875000 Penalty: 4809.506836
	Iteration 105Q: 3 clusters Score -1429409 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1429418.500000 Penalty: 4809.506836
	Iteration 106Q: 3 clusters Score -1429418 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1429430 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1429442.000000 Penalty: 4809.506836
	Iteration 108Q: 3 clusters Score -1429442 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1429448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1429467 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1429479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1429488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1429493 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1429507.625000 Penalty: 4809.506836
	Iteration 114Q: 3 clusters Score -1429508 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1429512.000000 Penalty: 4809.506836
	Iteration 115Q: 3 clusters Score -1429512 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7413 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1429520 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7459 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1429531 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1429530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1429544 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1429554 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1429570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1429582.625000 Penalty: 4809.506836
	Iteration 122Q: 3 clusters Score -1429583 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1429585 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7747 members 
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Entering Unmasked Estep 
Score: -1429593.250000 Penalty: 4809.506836
	Iteration 124Q: 3 clusters Score -1429593 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1429599.000000 Penalty: 4809.506836
	Iteration 125Q: 3 clusters Score -1429599 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1429602.000000 Penalty: 4809.506836
	Iteration 126Q: 3 clusters Score -1429602 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1429611 nChanged 33
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Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1429615 nChanged 30
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Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1429614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1429621.500000 Penalty: 4809.506836
	Iteration 130Q: 3 clusters Score -1429622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1429624.375000 Penalty: 4809.506836
	Iteration 131Q: 3 clusters Score -1429624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1429630.250000 Penalty: 4809.506836
	Iteration 132Q: 3 clusters Score -1429630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1429635.625000 Penalty: 4809.506836
	Iteration 133Q: 3 clusters Score -1429636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1429639.500000 Penalty: 4809.506836
	Iteration 134Q: 3 clusters Score -1429640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1429643.625000 Penalty: 4809.506836
	Iteration 135Q: 3 clusters Score -1429644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1429644.250000 Penalty: 4809.506836
	Iteration 136Q: 3 clusters Score -1429644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1429649.000000 Penalty: 4809.506836
	Iteration 137Q: 3 clusters Score -1429649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1429655.250000 Penalty: 4809.506836
	Iteration 138Q: 3 clusters Score -1429655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1429660.875000 Penalty: 4809.506836
	Iteration 139Q: 3 clusters Score -1429661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1429665.750000 Penalty: 4809.506836
	Iteration 140F: 3 clusters Score -1429666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1429670.750000 Penalty: 4809.506836
	Iteration 141Q: 3 clusters Score -1429671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1429678.625000 Penalty: 4809.506836
	Iteration 142Q: 3 clusters Score -1429679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1429683.250000 Penalty: 4809.506836
	Iteration 143Q: 3 clusters Score -1429683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1429692.000000 Penalty: 4809.506836
	Iteration 144Q: 3 clusters Score -1429692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1429697.750000 Penalty: 4809.506836
	Iteration 145Q: 3 clusters Score -1429698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1429703.250000 Penalty: 4809.506836
	Iteration 146Q: 3 clusters Score -1429703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1429707.125000 Penalty: 4809.506836
	Iteration 147Q: 3 clusters Score -1429707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1429707.500000 Penalty: 4809.506836
	Iteration 148Q: 3 clusters Score -1429708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1429711.500000 Penalty: 4809.506836
	Iteration 149Q: 3 clusters Score -1429712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1429714.375000 Penalty: 4809.506836
	Iteration 150Q: 3 clusters Score -1429714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1429716.875000 Penalty: 4809.506836
	Iteration 151Q: 3 clusters Score -1429717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1429723.125000 Penalty: 4809.506836
	Iteration 152Q: 3 clusters Score -1429723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1429726.250000 Penalty: 4809.506836
	Iteration 153Q: 3 clusters Score -1429726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1429732.625000 Penalty: 4809.506836
	Iteration 154Q: 3 clusters Score -1429733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1429735.375000 Penalty: 4809.506836
	Iteration 155Q: 3 clusters Score -1429735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1429740.375000 Penalty: 4809.506836
	Iteration 156Q: 3 clusters Score -1429740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1429741.625000 Penalty: 4809.506836
	Iteration 157Q: 3 clusters Score -1429742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1429750.750000 Penalty: 4809.506836
	Iteration 158Q: 3 clusters Score -1429751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1429749.875000 Penalty: 4809.506836
	Iteration 159Q: 3 clusters Score -1429750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1429754.750000 Penalty: 4809.506836
	Iteration 160F: 3 clusters Score -1429755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1429753.125000 Penalty: 4809.506836
	Iteration 161Q: 3 clusters Score -1429753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1429756.625000 Penalty: 4809.506836
	Iteration 162Q: 3 clusters Score -1429757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1429761.500000 Penalty: 4809.506836
	Iteration 163Q: 3 clusters Score -1429762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1429768.750000 Penalty: 4809.506836
	Iteration 164Q: 3 clusters Score -1429769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1429770.125000 Penalty: 4809.506836
	Iteration 165Q: 3 clusters Score -1429770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1429771.500000 Penalty: 4809.506836
	Iteration 166Q: 3 clusters Score -1429772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1429778.500000 Penalty: 4809.506836
	Iteration 167Q: 3 clusters Score -1429778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1429782.125000 Penalty: 4809.506836
	Iteration 168Q: 3 clusters Score -1429782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1429789.375000 Penalty: 4809.506836
	Iteration 169Q: 3 clusters Score -1429789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1429792.250000 Penalty: 4809.506836
	Iteration 170Q: 3 clusters Score -1429792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1429792.625000 Penalty: 4809.506836
	Iteration 171Q: 3 clusters Score -1429793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1429799.000000 Penalty: 4809.506836
	Iteration 172Q: 3 clusters Score -1429799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1429798.875000 Penalty: 4809.506836
	Iteration 173Q: 3 clusters Score -1429799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1429799.750000 Penalty: 4809.506836
	Iteration 174Q: 3 clusters Score -1429800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1429808.875000 Penalty: 4809.506836
	Iteration 175Q: 3 clusters Score -1429809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1429812.250000 Penalty: 4809.506836
	Iteration 176Q: 3 clusters Score -1429812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1429814.625000 Penalty: 4809.506836
	Iteration 177Q: 3 clusters Score -1429815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1429815.500000 Penalty: 4809.506836
	Iteration 178Q: 3 clusters Score -1429816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1429815.875000 Penalty: 4809.506836
	Iteration 179Q: 3 clusters Score -1429816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1429815.875000 Penalty: 4809.506836
	Iteration 180F: 3 clusters Score -1429816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1429814.375000 Penalty: 4809.506836
	Iteration 181Q: 3 clusters Score -1429814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1429820.250000 Penalty: 4809.506836
	Iteration 182Q: 3 clusters Score -1429820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1429821.125000 Penalty: 4809.506836
	Iteration 183Q: 3 clusters Score -1429821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1429820.250000 Penalty: 4809.506836
	Iteration 184Q: 3 clusters Score -1429820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1429822.375000 Penalty: 4809.506836
	Iteration 185Q: 3 clusters Score -1429822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1429825.500000 Penalty: 4809.506836
	Iteration 186Q: 3 clusters Score -1429826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1429830.375000 Penalty: 4809.506836
	Iteration 187Q: 3 clusters Score -1429830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1429830.250000 Penalty: 4809.506836
	Iteration 188Q: 3 clusters Score -1429830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1429829.750000 Penalty: 4809.506836
	Iteration 189Q: 3 clusters Score -1429830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1429833.250000 Penalty: 4809.506836
	Iteration 190Q: 3 clusters Score -1429833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1429832.750000 Penalty: 4809.506836
	Iteration 191Q: 3 clusters Score -1429833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1429836.625000 Penalty: 4809.506836
	Iteration 192Q: 3 clusters Score -1429837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1429836.500000 Penalty: 4809.506836
	Iteration 193Q: 3 clusters Score -1429836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1429836.625000 Penalty: 4809.506836
	Iteration 194Q: 3 clusters Score -1429837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1429838.375000 Penalty: 4809.506836
	Iteration 195Q: 3 clusters Score -1429838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1429838.875000 Penalty: 4809.506836
	Iteration 196Q: 3 clusters Score -1429839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1429840.125000 Penalty: 4809.506836
	Iteration 197Q: 3 clusters Score -1429840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1429840.000000 Penalty: 4809.506836
	Iteration 198Q: 3 clusters Score -1429840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1429843.750000 Penalty: 4809.506836
	Iteration 199Q: 3 clusters Score -1429844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1429842.750000 Penalty: 4809.506836
	Iteration 200F: 3 clusters Score -1429843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1429841.750000 Penalty: 4809.506836
	Iteration 201Q: 3 clusters Score -1429842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1429843.375000 Penalty: 4809.506836
	Iteration 202Q: 3 clusters Score -1429843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1429842.250000 Penalty: 4809.506836
	Iteration 203Q: 3 clusters Score -1429842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1429845.000000 Penalty: 4809.506836
	Iteration 204Q: 3 clusters Score -1429845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1429842.250000 Penalty: 4809.506836
	Iteration 205Q: 3 clusters Score -1429842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1429842.125000 Penalty: 4809.506836
	Iteration 206Q: 3 clusters Score -1429842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1429840.375000 Penalty: 4809.506836
	Iteration 207Q: 3 clusters Score -1429840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1429840.375000 Penalty: 4809.506836
	Iteration 208Q: 3 clusters Score -1429840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1429840.375000 Penalty: 4809.506836
	Iteration 209F: 3 clusters Score -1429840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Entering Unmasked Estep 
Score: -1501108.625000 Penalty: 2415.029541
	Iteration 0F: 2 clusters Score -1501109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1489106.000000 Penalty: 4830.059082
	Iteration 0F: 3 clusters Score -1489106 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1492984.375000 Penalty: 4830.059082
	Iteration 1F: 3 clusters Score -1492984 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1493354.750000 Penalty: 4830.059082
	Iteration 2F: 3 clusters Score -1493355 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1493665.750000 Penalty: 4830.059082
	Iteration 3Q: 3 clusters Score -1493666 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1493917.250000 Penalty: 4830.059082
	Iteration 4Q: 3 clusters Score -1493917 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1494139.625000 Penalty: 4830.059082
	Iteration 5Q: 3 clusters Score -1494140 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1494380.500000 Penalty: 4830.059082
	Iteration 6Q: 3 clusters Score -1494380 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1494638.375000 Penalty: 4830.059082
	Iteration 7Q: 3 clusters Score -1494638 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1494902.250000 Penalty: 4830.059082
	Iteration 8Q: 3 clusters Score -1494902 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1495193.750000 Penalty: 4830.059082
	Iteration 9Q: 3 clusters Score -1495194 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1495536.625000 Penalty: 4830.059082
	Iteration 10Q: 3 clusters Score -1495537 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1495896.875000 Penalty: 4830.059082
	Iteration 11Q: 3 clusters Score -1495897 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1496331.875000 Penalty: 4830.059082
	Iteration 12Q: 3 clusters Score -1496332 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1496790.250000 Penalty: 4830.059082
	Iteration 13Q: 3 clusters Score -1496790 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1497201.000000 Penalty: 4830.059082
	Iteration 14Q: 3 clusters Score -1497201 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1497563.500000 Penalty: 4830.059082
	Iteration 15Q: 3 clusters Score -1497564 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1497828.375000 Penalty: 4830.059082
	Iteration 16Q: 3 clusters Score -1497828 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1498053.500000 Penalty: 4830.059082
	Iteration 17Q: 3 clusters Score -1498054 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1498222.500000 Penalty: 4830.059082
	Iteration 18Q: 3 clusters Score -1498222 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1498370.625000 Penalty: 4830.059082
	Iteration 19Q: 3 clusters Score -1498371 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1498493.125000 Penalty: 4830.059082
	Iteration 20F: 3 clusters Score -1498493 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1498588.375000 Penalty: 4830.059082
	Iteration 21Q: 3 clusters Score -1498588 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1498663.125000 Penalty: 4830.059082
	Iteration 22Q: 3 clusters Score -1498663 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1498731.500000 Penalty: 4830.059082
	Iteration 23Q: 3 clusters Score -1498732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1498784.375000 Penalty: 4830.059082
	Iteration 24Q: 3 clusters Score -1498784 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1498836.125000 Penalty: 4830.059082
	Iteration 25Q: 3 clusters Score -1498836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1498881.250000 Penalty: 4830.059082
	Iteration 26Q: 3 clusters Score -1498881 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1498922.625000 Penalty: 4830.059082
	Iteration 27Q: 3 clusters Score -1498923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1498954.750000 Penalty: 4830.059082
	Iteration 28Q: 3 clusters Score -1498955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1498976.750000 Penalty: 4830.059082
	Iteration 29Q: 3 clusters Score -1498977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1499000.625000 Penalty: 4830.059082
	Iteration 30Q: 3 clusters Score -1499001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1499015.625000 Penalty: 4830.059082
	Iteration 31Q: 3 clusters Score -1499016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1499029.000000 Penalty: 4830.059082
	Iteration 32Q: 3 clusters Score -1499029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1499048.250000 Penalty: 4830.059082
	Iteration 33Q: 3 clusters Score -1499048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1499058.875000 Penalty: 4830.059082
	Iteration 34Q: 3 clusters Score -1499059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1499078.750000 Penalty: 4830.059082
	Iteration 35Q: 3 clusters Score -1499079 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1499092.625000 Penalty: 4830.059082
	Iteration 36Q: 3 clusters Score -1499093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1499103.750000 Penalty: 4830.059082
	Iteration 37Q: 3 clusters Score -1499104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1499114.500000 Penalty: 4830.059082
	Iteration 38Q: 3 clusters Score -1499114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1499129.000000 Penalty: 4830.059082
	Iteration 39Q: 3 clusters Score -1499129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1499134.500000 Penalty: 4830.059082
	Iteration 40F: 3 clusters Score -1499134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1499137.750000 Penalty: 4830.059082
	Iteration 41Q: 3 clusters Score -1499138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1499142.000000 Penalty: 4830.059082
	Iteration 42Q: 3 clusters Score -1499142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1499148.750000 Penalty: 4830.059082
	Iteration 43Q: 3 clusters Score -1499149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1499150.375000 Penalty: 4830.059082
	Iteration 44Q: 3 clusters Score -1499150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1499153.625000 Penalty: 4830.059082
	Iteration 45Q: 3 clusters Score -1499154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1499151.125000 Penalty: 4830.059082
	Iteration 46Q: 3 clusters Score -1499151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1499152.750000 Penalty: 4830.059082
	Iteration 47Q: 3 clusters Score -1499153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1499153.875000 Penalty: 4830.059082
	Iteration 48Q: 3 clusters Score -1499154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1499156.000000 Penalty: 4830.059082
	Iteration 49Q: 3 clusters Score -1499156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1499155.625000 Penalty: 4830.059082
	Iteration 50Q: 3 clusters Score -1499156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1499154.125000 Penalty: 4830.059082
	Iteration 51Q: 3 clusters Score -1499154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1499157.125000 Penalty: 4830.059082
	Iteration 52Q: 3 clusters Score -1499157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1499160.125000 Penalty: 4830.059082
	Iteration 53Q: 3 clusters Score -1499160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1499157.375000 Penalty: 4830.059082
	Iteration 54Q: 3 clusters Score -1499157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1499157.375000 Penalty: 4830.059082
	Iteration 55F: 3 clusters Score -1499157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -227268.218750 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -227268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -224239.578125 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -224239.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -224871.312500 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -224871.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -225058.546875 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -225058.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -225160.234375 Penalty: 3913.357666
	Iteration 3F: 3 clusters Score -225160.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -225231.281250 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -225231.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -225293.203125 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -225293.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -225331.906250 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -225331.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -225360.859375 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -225360.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -225388.531250 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -225388.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -225406.265625 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -225406.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -225419.125000 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -225419.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -225429.750000 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -225429.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -225443.281250 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -225443.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -225453.750000 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -225453.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -225461.312500 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -225461.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -225469.562500 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -225469.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -225473.859375 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -225473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -225476.843750 Penalty: 3913.357666
	Iteration 17Q: 3 clusters Score -225476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -225478.593750 Penalty: 3913.357666
	Iteration 18Q: 3 clusters Score -225478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -225480.328125 Penalty: 3913.357666
	Iteration 19Q: 3 clusters Score -225480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -225480.328125 Penalty: 3913.357666
	Iteration 20F: 3 clusters Score -225480.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Entering Unmasked Estep 
Score: -1214464.500000 Penalty: 2386.236084
	Iteration 0F: 2 clusters Score -1214464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1203577.250000 Penalty: 4772.472168
	Iteration 0F: 3 clusters Score -1203577 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1207590.000000 Penalty: 4772.472168
	Iteration 1F: 3 clusters Score -1207590 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1209197.750000 Penalty: 4772.472168
	Iteration 2F: 3 clusters Score -1209198 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1211591.875000 Penalty: 4772.472168
	Iteration 3F: 3 clusters Score -1211592 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1213698.375000 Penalty: 4772.472168
	Iteration 4F: 3 clusters Score -1213698 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1214893.625000 Penalty: 4772.472168
	Iteration 5F: 3 clusters Score -1214894 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1215402.625000 Penalty: 4772.472168
	Iteration 6F: 3 clusters Score -1215403 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1215608.000000 Penalty: 4772.472168
	Iteration 7Q: 3 clusters Score -1215608 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1215708.750000 Penalty: 4772.472168
	Iteration 8Q: 3 clusters Score -1215709 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1215757.875000 Penalty: 4772.472168
	Iteration 9Q: 3 clusters Score -1215758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1215784.875000 Penalty: 4772.472168
	Iteration 10Q: 3 clusters Score -1215785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1215801.625000 Penalty: 4772.472168
	Iteration 11Q: 3 clusters Score -1215802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1215809.500000 Penalty: 4772.472168
	Iteration 12Q: 3 clusters Score -1215810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1215816.000000 Penalty: 4772.472168
	Iteration 13Q: 3 clusters Score -1215816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1215822.500000 Penalty: 4772.472168
	Iteration 14Q: 3 clusters Score -1215822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1215821.750000 Penalty: 4772.472168
	Iteration 15Q: 3 clusters Score -1215822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1215822.625000 Penalty: 4772.472168
	Iteration 16Q: 3 clusters Score -1215823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1215820.250000 Penalty: 4772.472168
	Iteration 17Q: 3 clusters Score -1215820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1215823.500000 Penalty: 4772.472168
	Iteration 18Q: 3 clusters Score -1215824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1215826.500000 Penalty: 4772.472168
	Iteration 19Q: 3 clusters Score -1215826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1215827.500000 Penalty: 4772.472168
	Iteration 20F: 3 clusters Score -1215828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1215828.750000 Penalty: 4772.472168
	Iteration 21Q: 3 clusters Score -1215829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1215829.500000 Penalty: 4772.472168
	Iteration 22Q: 3 clusters Score -1215830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1215828.250000 Penalty: 4772.472168
	Iteration 23Q: 3 clusters Score -1215828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1215830.250000 Penalty: 4772.472168
	Iteration 24Q: 3 clusters Score -1215830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1215830.250000 Penalty: 4772.472168
	Iteration 25F: 3 clusters Score -1215830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7986 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16262 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 100512 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23815 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 415533 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329498 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22578 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15002 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11534 members 
Mstep: Class 33 contains 12467 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4009 members 
Mstep: Class 37 contains 58990 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 7943 members 
Entering Unmasked Estep 
Score: -113004008.000000 Penalty: 139884.406250
Splitting cluster 16 changes total score from -113003848.000000 to -113004008.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 17 (100512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Entering Unmasked Estep 
Score: -8829382.000000 Penalty: 2856.471924
	Iteration 0F: 2 clusters Score -8829382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -8762050.000000 Penalty: 5712.943848
	Iteration 0F: 3 clusters Score -8762050 nChanged 47411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -8789256.000000 Penalty: 5712.943848
	Iteration 1F: 3 clusters Score -8789256 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -8790020.000000 Penalty: 5712.943848
	Iteration 2Q: 3 clusters Score -8790020 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -8790723.000000 Penalty: 5712.943848
	Iteration 3Q: 3 clusters Score -8790723 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -8791606.000000 Penalty: 5712.943848
	Iteration 4Q: 3 clusters Score -8791606 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -8792582.000000 Penalty: 5712.943848
	Iteration 5Q: 3 clusters Score -8792582 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -8793912.000000 Penalty: 5712.943848
	Iteration 6Q: 3 clusters Score -8793912 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -8795905.000000 Penalty: 5712.943848
	Iteration 7Q: 3 clusters Score -8795905 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -8799063.000000 Penalty: 5712.943848
	Iteration 8F: 3 clusters Score -8799063 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -8803625.000000 Penalty: 5712.943848
	Iteration 9F: 3 clusters Score -8803625 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -8808903.000000 Penalty: 5712.943848
	Iteration 10F: 3 clusters Score -8808903 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -8813680.000000 Penalty: 5712.943848
	Iteration 11F: 3 clusters Score -8813680 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -8817018.000000 Penalty: 5712.943848
	Iteration 12Q: 3 clusters Score -8817018 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -8819312.000000 Penalty: 5712.943848
	Iteration 13Q: 3 clusters Score -8819312 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -8820988.000000 Penalty: 5712.943848
	Iteration 14Q: 3 clusters Score -8820988 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -8822352.000000 Penalty: 5712.943848
	Iteration 15Q: 3 clusters Score -8822352 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -8823434.000000 Penalty: 5712.943848
	Iteration 16Q: 3 clusters Score -8823434 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -8824278.000000 Penalty: 5712.943848
	Iteration 17Q: 3 clusters Score -8824278 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -8824920.000000 Penalty: 5712.943848
	Iteration 18Q: 3 clusters Score -8824920 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -8825507.000000 Penalty: 5712.943848
	Iteration 19Q: 3 clusters Score -8825507 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -8825898.000000 Penalty: 5712.943848
	Iteration 20F: 3 clusters Score -8825898 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 98166 members 
Entering Unmasked Estep 
Score: -8826184.000000 Penalty: 5712.943848
	Iteration 21Q: 3 clusters Score -8826184 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -8826399.000000 Penalty: 5712.943848
	Iteration 22Q: 3 clusters Score -8826399 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -8826524.000000 Penalty: 5712.943848
	Iteration 23Q: 3 clusters Score -8826524 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -8826644.000000 Penalty: 5712.943848
	Iteration 24Q: 3 clusters Score -8826644 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -8826699.000000 Penalty: 5712.943848
	Iteration 25Q: 3 clusters Score -8826699 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -8826760.000000 Penalty: 5712.943848
	Iteration 26Q: 3 clusters Score -8826760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -8826799.000000 Penalty: 5712.943848
	Iteration 27Q: 3 clusters Score -8826799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -8826835.000000 Penalty: 5712.943848
	Iteration 28Q: 3 clusters Score -8826835 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -8826867.000000 Penalty: 5712.943848
	Iteration 29Q: 3 clusters Score -8826867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -8826896.000000 Penalty: 5712.943848
	Iteration 30Q: 3 clusters Score -8826896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -8826910.000000 Penalty: 5712.943848
	Iteration 31Q: 3 clusters Score -8826910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
Score: -8826935.000000 Penalty: 5712.943848
	Iteration 32Q: 3 clusters Score -8826935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -8826956.000000 Penalty: 5712.943848
	Iteration 33Q: 3 clusters Score -8826956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -8826973.000000 Penalty: 5712.943848
	Iteration 34Q: 3 clusters Score -8826973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -8826979.000000 Penalty: 5712.943848
	Iteration 35Q: 3 clusters Score -8826979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -8826980.000000 Penalty: 5712.943848
	Iteration 36Q: 3 clusters Score -8826980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -8826990.000000 Penalty: 5712.943848
	Iteration 37Q: 3 clusters Score -8826990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -8826998.000000 Penalty: 5712.943848
	Iteration 38Q: 3 clusters Score -8826998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -8827015.000000 Penalty: 5712.943848
	Iteration 39Q: 3 clusters Score -8827015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 99749 members 
Entering Unmasked Estep 
Score: -8827024.000000 Penalty: 5712.943848
	Iteration 40F: 3 clusters Score -8827024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
Score: -8827023.000000 Penalty: 5712.943848
	Iteration 41Q: 3 clusters Score -8827023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -8827047.000000 Penalty: 5712.943848
	Iteration 42Q: 3 clusters Score -8827047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -8827062.000000 Penalty: 5712.943848
	Iteration 43Q: 3 clusters Score -8827062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -8827058.000000 Penalty: 5712.943848
	Iteration 44Q: 3 clusters Score -8827058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 99809 members 
Entering Unmasked Estep 
Score: -8827072.000000 Penalty: 5712.943848
	Iteration 45Q: 3 clusters Score -8827072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -8827081.000000 Penalty: 5712.943848
	Iteration 46Q: 3 clusters Score -8827081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 99813 members 
Entering Unmasked Estep 
Score: -8827080.000000 Penalty: 5712.943848
	Iteration 47Q: 3 clusters Score -8827080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -8827073.000000 Penalty: 5712.943848
	Iteration 48Q: 3 clusters Score -8827073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -8827076.000000 Penalty: 5712.943848
	Iteration 49Q: 3 clusters Score -8827076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -8827084.000000 Penalty: 5712.943848
	Iteration 50Q: 3 clusters Score -8827084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 99831 members 
Entering Unmasked Estep 
Score: -8827079.000000 Penalty: 5712.943848
	Iteration 51Q: 3 clusters Score -8827079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -8827083.000000 Penalty: 5712.943848
	Iteration 52Q: 3 clusters Score -8827083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
Score: -8827087.000000 Penalty: 5712.943848
	Iteration 53Q: 3 clusters Score -8827087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -8827083.000000 Penalty: 5712.943848
	Iteration 54Q: 3 clusters Score -8827083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 99844 members 
Entering Unmasked Estep 
Score: -8827086.000000 Penalty: 5712.943848
	Iteration 55Q: 3 clusters Score -8827086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -8827084.000000 Penalty: 5712.943848
	Iteration 56Q: 3 clusters Score -8827084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -8827084.000000 Penalty: 5712.943848
	Iteration 57F: 3 clusters Score -8827084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -520056.031250 Penalty: 2170.169434
	Iteration 0F: 2 clusters Score -520056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -514716.750000 Penalty: 4340.338867
	Iteration 0F: 3 clusters Score -514716.8 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -516173.406250 Penalty: 4340.338867
	Iteration 1F: 3 clusters Score -516173.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -516434.593750 Penalty: 4340.338867
	Iteration 2F: 3 clusters Score -516434.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -516606.593750 Penalty: 4340.338867
	Iteration 3F: 3 clusters Score -516606.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -516760.250000 Penalty: 4340.338867
	Iteration 4Q: 3 clusters Score -516760.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -516890.500000 Penalty: 4340.338867
	Iteration 5Q: 3 clusters Score -516890.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -516988.593750 Penalty: 4340.338867
	Iteration 6Q: 3 clusters Score -516988.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -517069.468750 Penalty: 4340.338867
	Iteration 7Q: 3 clusters Score -517069.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -517134.625000 Penalty: 4340.338867
	Iteration 8Q: 3 clusters Score -517134.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -517207.125000 Penalty: 4340.338867
	Iteration 9Q: 3 clusters Score -517207.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -517282.062500 Penalty: 4340.338867
	Iteration 10Q: 3 clusters Score -517282.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -517366.468750 Penalty: 4340.338867
	Iteration 11Q: 3 clusters Score -517366.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -517467.218750 Penalty: 4340.338867
	Iteration 12Q: 3 clusters Score -517467.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -517578.687500 Penalty: 4340.338867
	Iteration 13Q: 3 clusters Score -517578.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -517713.531250 Penalty: 4340.338867
	Iteration 14Q: 3 clusters Score -517713.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -517919.656250 Penalty: 4340.338867
	Iteration 15Q: 3 clusters Score -517919.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -518204.625000 Penalty: 4340.338867
	Iteration 16Q: 3 clusters Score -518204.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -518428.468750 Penalty: 4340.338867
	Iteration 17Q: 3 clusters Score -518428.5 nChanged 185
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: -518576.281250 Penalty: 4340.338867
	Iteration 18Q: 3 clusters Score -518576.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -518695.156250 Penalty: 4340.338867
	Iteration 19Q: 3 clusters Score -518695.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -518817.781250 Penalty: 4340.338867
	Iteration 20F: 3 clusters Score -518817.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -518959.625000 Penalty: 4340.338867
	Iteration 21Q: 3 clusters Score -518959.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -519118.906250 Penalty: 4340.338867
	Iteration 22Q: 3 clusters Score -519118.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -519278.156250 Penalty: 4340.338867
	Iteration 23Q: 3 clusters Score -519278.2 nChanged 156
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: -519401.250000 Penalty: 4340.338867
	Iteration 24Q: 3 clusters Score -519401.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -519513.281250 Penalty: 4340.338867
	Iteration 25Q: 3 clusters Score -519513.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -519594.875000 Penalty: 4340.338867
	Iteration 26Q: 3 clusters Score -519594.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -519660.812500 Penalty: 4340.338867
	Iteration 27Q: 3 clusters Score -519660.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -519718.375000 Penalty: 4340.338867
	Iteration 28Q: 3 clusters Score -519718.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -519769.312500 Penalty: 4340.338867
	Iteration 29Q: 3 clusters Score -519769.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -519801.781250 Penalty: 4340.338867
	Iteration 30Q: 3 clusters Score -519801.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -519822.250000 Penalty: 4340.338867
	Iteration 31Q: 3 clusters Score -519822.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -519833.718750 Penalty: 4340.338867
	Iteration 32Q: 3 clusters Score -519833.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -519848.093750 Penalty: 4340.338867
	Iteration 33Q: 3 clusters Score -519848.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -519856.750000 Penalty: 4340.338867
	Iteration 34Q: 3 clusters Score -519856.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -519862.906250 Penalty: 4340.338867
	Iteration 35Q: 3 clusters Score -519862.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -519868.343750 Penalty: 4340.338867
	Iteration 36Q: 3 clusters Score -519868.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -519872.250000 Penalty: 4340.338867
	Iteration 37Q: 3 clusters Score -519872.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -519877.281250 Penalty: 4340.338867
	Iteration 38Q: 3 clusters Score -519877.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -519881.468750 Penalty: 4340.338867
	Iteration 39Q: 3 clusters Score -519881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -519888.937500 Penalty: 4340.338867
	Iteration 40F: 3 clusters Score -519888.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -519892.750000 Penalty: 4340.338867
	Iteration 41Q: 3 clusters Score -519892.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -519896.625000 Penalty: 4340.338867
	Iteration 42Q: 3 clusters Score -519896.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -519900.031250 Penalty: 4340.338867
	Iteration 43Q: 3 clusters Score -519900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -519902.281250 Penalty: 4340.338867
	Iteration 44Q: 3 clusters Score -519902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -519903.562500 Penalty: 4340.338867
	Iteration 45Q: 3 clusters Score -519903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -519905.343750 Penalty: 4340.338867
	Iteration 46Q: 3 clusters Score -519905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -519907.375000 Penalty: 4340.338867
	Iteration 47Q: 3 clusters Score -519907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -519908.562500 Penalty: 4340.338867
	Iteration 48Q: 3 clusters Score -519908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -519908.125000 Penalty: 4340.338867
	Iteration 49Q: 3 clusters Score -519908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -519910.437500 Penalty: 4340.338867
	Iteration 50Q: 3 clusters Score -519910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -519911.593750 Penalty: 4340.338867
	Iteration 51Q: 3 clusters Score -519911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -519912.375000 Penalty: 4340.338867
	Iteration 52Q: 3 clusters Score -519912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -519913.843750 Penalty: 4340.338867
	Iteration 53Q: 3 clusters Score -519913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -519915.406250 Penalty: 4340.338867
	Iteration 54Q: 3 clusters Score -519915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -519915.468750 Penalty: 4340.338867
	Iteration 55Q: 3 clusters Score -519915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -519918.968750 Penalty: 4340.338867
	Iteration 56Q: 3 clusters Score -519919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -519921.718750 Penalty: 4340.338867
	Iteration 57Q: 3 clusters Score -519921.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -519920.906250 Penalty: 4340.338867
	Iteration 58Q: 3 clusters Score -519920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -519921.937500 Penalty: 4340.338867
	Iteration 59Q: 3 clusters Score -519921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -519922.031250 Penalty: 4340.338867
	Iteration 60F: 3 clusters Score -519922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -519921.937500 Penalty: 4340.338867
	Iteration 61Q: 3 clusters Score -519921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -519922.312500 Penalty: 4340.338867
	Iteration 62Q: 3 clusters Score -519922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -519922.593750 Penalty: 4340.338867
	Iteration 63Q: 3 clusters Score -519922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -519922.562500 Penalty: 4340.338867
	Iteration 64Q: 3 clusters Score -519922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -519924.312500 Penalty: 4340.338867
	Iteration 65Q: 3 clusters Score -519924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -519924.843750 Penalty: 4340.338867
	Iteration 66Q: 3 clusters Score -519924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -519926.156250 Penalty: 4340.338867
	Iteration 67Q: 3 clusters Score -519926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -519925.437500 Penalty: 4340.338867
	Iteration 68Q: 3 clusters Score -519925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -519926.625000 Penalty: 4340.338867
	Iteration 69Q: 3 clusters Score -519926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -519926.750000 Penalty: 4340.338867
	Iteration 70Q: 3 clusters Score -519926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -519926.875000 Penalty: 4340.338867
	Iteration 71Q: 3 clusters Score -519926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -519928.781250 Penalty: 4340.338867
	Iteration 72Q: 3 clusters Score -519928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -519929.843750 Penalty: 4340.338867
	Iteration 73Q: 3 clusters Score -519929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -519931.406250 Penalty: 4340.338867
	Iteration 74Q: 3 clusters Score -519931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -519930.906250 Penalty: 4340.338867
	Iteration 75Q: 3 clusters Score -519930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -519931.125000 Penalty: 4340.338867
	Iteration 76Q: 3 clusters Score -519931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -519931.625000 Penalty: 4340.338867
	Iteration 77Q: 3 clusters Score -519931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -519932.875000 Penalty: 4340.338867
	Iteration 78Q: 3 clusters Score -519932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -519933.375000 Penalty: 4340.338867
	Iteration 79Q: 3 clusters Score -519933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -519934.656250 Penalty: 4340.338867
	Iteration 80F: 3 clusters Score -519934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -519934.343750 Penalty: 4340.338867
	Iteration 81Q: 3 clusters Score -519934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -519934.968750 Penalty: 4340.338867
	Iteration 82Q: 3 clusters Score -519935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -519934.718750 Penalty: 4340.338867
	Iteration 83Q: 3 clusters Score -519934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -519936.250000 Penalty: 4340.338867
	Iteration 84Q: 3 clusters Score -519936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -519938.062500 Penalty: 4340.338867
	Iteration 85Q: 3 clusters Score -519938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -519938.812500 Penalty: 4340.338867
	Iteration 86Q: 3 clusters Score -519938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -519938.562500 Penalty: 4340.338867
	Iteration 87Q: 3 clusters Score -519938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -519939.718750 Penalty: 4340.338867
	Iteration 88Q: 3 clusters Score -519939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -519939.906250 Penalty: 4340.338867
	Iteration 89Q: 3 clusters Score -519939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -519939.906250 Penalty: 4340.338867
	Iteration 90F: 3 clusters Score -519939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Entering Unmasked Estep 
Score: -1113106.750000 Penalty: 2349.459473
	Iteration 0F: 2 clusters Score -1113107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1103539.250000 Penalty: 4698.918945
	Iteration 0F: 3 clusters Score -1103539 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1106655.250000 Penalty: 4698.918945
	Iteration 1F: 3 clusters Score -1106655 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1107239.000000 Penalty: 4698.918945
	Iteration 2F: 3 clusters Score -1107239 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1107951.375000 Penalty: 4698.918945
	Iteration 3F: 3 clusters Score -1107951 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1108761.125000 Penalty: 4698.918945
	Iteration 4F: 3 clusters Score -1108761 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1109589.250000 Penalty: 4698.918945
	Iteration 5F: 3 clusters Score -1109589 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1110398.750000 Penalty: 4698.918945
	Iteration 6F: 3 clusters Score -1110399 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1111118.000000 Penalty: 4698.918945
	Iteration 7F: 3 clusters Score -1111118 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1111600.875000 Penalty: 4698.918945
	Iteration 8F: 3 clusters Score -1111601 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1111864.875000 Penalty: 4698.918945
	Iteration 9Q: 3 clusters Score -1111865 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1112045.750000 Penalty: 4698.918945
	Iteration 10Q: 3 clusters Score -1112046 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1112154.625000 Penalty: 4698.918945
	Iteration 11Q: 3 clusters Score -1112155 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1112244.375000 Penalty: 4698.918945
	Iteration 12Q: 3 clusters Score -1112244 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1112294.750000 Penalty: 4698.918945
	Iteration 13Q: 3 clusters Score -1112295 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1112329.875000 Penalty: 4698.918945
	Iteration 14Q: 3 clusters Score -1112330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1112362.750000 Penalty: 4698.918945
	Iteration 15Q: 3 clusters Score -1112363 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1112388.500000 Penalty: 4698.918945
	Iteration 16Q: 3 clusters Score -1112388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1112412.625000 Penalty: 4698.918945
	Iteration 17Q: 3 clusters Score -1112413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1112434.625000 Penalty: 4698.918945
	Iteration 18Q: 3 clusters Score -1112435 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1112452.125000 Penalty: 4698.918945
	Iteration 19Q: 3 clusters Score -1112452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1112463.750000 Penalty: 4698.918945
	Iteration 20F: 3 clusters Score -1112464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1112486.250000 Penalty: 4698.918945
	Iteration 21Q: 3 clusters Score -1112486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1112494.375000 Penalty: 4698.918945
	Iteration 22Q: 3 clusters Score -1112494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1112506.125000 Penalty: 4698.918945
	Iteration 23Q: 3 clusters Score -1112506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1112513.875000 Penalty: 4698.918945
	Iteration 24Q: 3 clusters Score -1112514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1112522.625000 Penalty: 4698.918945
	Iteration 25Q: 3 clusters Score -1112523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1112538.375000 Penalty: 4698.918945
	Iteration 26Q: 3 clusters Score -1112538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1112552.375000 Penalty: 4698.918945
	Iteration 27Q: 3 clusters Score -1112552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1112561.125000 Penalty: 4698.918945
	Iteration 28Q: 3 clusters Score -1112561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1112567.875000 Penalty: 4698.918945
	Iteration 29Q: 3 clusters Score -1112568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1112570.875000 Penalty: 4698.918945
	Iteration 30Q: 3 clusters Score -1112571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1112575.000000 Penalty: 4698.918945
	Iteration 31Q: 3 clusters Score -1112575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1112579.500000 Penalty: 4698.918945
	Iteration 32Q: 3 clusters Score -1112580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1112584.375000 Penalty: 4698.918945
	Iteration 33Q: 3 clusters Score -1112584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1112586.625000 Penalty: 4698.918945
	Iteration 34Q: 3 clusters Score -1112587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1112588.125000 Penalty: 4698.918945
	Iteration 35Q: 3 clusters Score -1112588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1112591.875000 Penalty: 4698.918945
	Iteration 36Q: 3 clusters Score -1112592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1112592.375000 Penalty: 4698.918945
	Iteration 37Q: 3 clusters Score -1112592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1112590.875000 Penalty: 4698.918945
	Iteration 38Q: 3 clusters Score -1112591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1112590.625000 Penalty: 4698.918945
	Iteration 39Q: 3 clusters Score -1112591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1112591.375000 Penalty: 4698.918945
	Iteration 40F: 3 clusters Score -1112591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1112594.125000 Penalty: 4698.918945
	Iteration 41Q: 3 clusters Score -1112594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1112598.875000 Penalty: 4698.918945
	Iteration 42Q: 3 clusters Score -1112599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1112595.000000 Penalty: 4698.918945
	Iteration 43Q: 3 clusters Score -1112595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1112596.000000 Penalty: 4698.918945
	Iteration 44Q: 3 clusters Score -1112596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1112594.875000 Penalty: 4698.918945
	Iteration 45Q: 3 clusters Score -1112595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1112595.875000 Penalty: 4698.918945
	Iteration 46Q: 3 clusters Score -1112596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1112595.250000 Penalty: 4698.918945
	Iteration 47Q: 3 clusters Score -1112595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1112597.750000 Penalty: 4698.918945
	Iteration 48Q: 3 clusters Score -1112598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1112597.250000 Penalty: 4698.918945
	Iteration 49Q: 3 clusters Score -1112597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1112597.125000 Penalty: 4698.918945
	Iteration 50Q: 3 clusters Score -1112597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1112597.125000 Penalty: 4698.918945
	Iteration 51F: 3 clusters Score -1112597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Entering Unmasked Estep 
Score: -1940968.250000 Penalty: 2499.361572
	Iteration 0F: 2 clusters Score -1940968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1924410.000000 Penalty: 4998.723145
	Iteration 0F: 3 clusters Score -1924410 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1930215.250000 Penalty: 4998.723145
	Iteration 1F: 3 clusters Score -1930215 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1930825.875000 Penalty: 4998.723145
	Iteration 2F: 3 clusters Score -1930826 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1931413.125000 Penalty: 4998.723145
	Iteration 3F: 3 clusters Score -1931413 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1932020.000000 Penalty: 4998.723145
	Iteration 4F: 3 clusters Score -1932020 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1932622.875000 Penalty: 4998.723145
	Iteration 5F: 3 clusters Score -1932623 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1933199.875000 Penalty: 4998.723145
	Iteration 6Q: 3 clusters Score -1933200 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1933892.000000 Penalty: 4998.723145
	Iteration 7F: 3 clusters Score -1933892 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1934613.500000 Penalty: 4998.723145
	Iteration 8F: 3 clusters Score -1934614 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1935328.375000 Penalty: 4998.723145
	Iteration 9Q: 3 clusters Score -1935328 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1935960.625000 Penalty: 4998.723145
	Iteration 10Q: 3 clusters Score -1935961 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1936466.750000 Penalty: 4998.723145
	Iteration 11Q: 3 clusters Score -1936467 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1936829.500000 Penalty: 4998.723145
	Iteration 12Q: 3 clusters Score -1936830 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1937070.375000 Penalty: 4998.723145
	Iteration 13Q: 3 clusters Score -1937070 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1937258.125000 Penalty: 4998.723145
	Iteration 14Q: 3 clusters Score -1937258 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1937404.750000 Penalty: 4998.723145
	Iteration 15Q: 3 clusters Score -1937405 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1937528.250000 Penalty: 4998.723145
	Iteration 16Q: 3 clusters Score -1937528 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1937645.625000 Penalty: 4998.723145
	Iteration 17Q: 3 clusters Score -1937646 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1937749.250000 Penalty: 4998.723145
	Iteration 18Q: 3 clusters Score -1937749 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1937831.250000 Penalty: 4998.723145
	Iteration 19Q: 3 clusters Score -1937831 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1937931.000000 Penalty: 4998.723145
	Iteration 20F: 3 clusters Score -1937931 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1938010.750000 Penalty: 4998.723145
	Iteration 21Q: 3 clusters Score -1938011 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1938087.750000 Penalty: 4998.723145
	Iteration 22Q: 3 clusters Score -1938088 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1938154.500000 Penalty: 4998.723145
	Iteration 23Q: 3 clusters Score -1938154 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1938220.000000 Penalty: 4998.723145
	Iteration 24Q: 3 clusters Score -1938220 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1938278.000000 Penalty: 4998.723145
	Iteration 25Q: 3 clusters Score -1938278 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1938358.750000 Penalty: 4998.723145
	Iteration 26Q: 3 clusters Score -1938359 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1938427.500000 Penalty: 4998.723145
	Iteration 27Q: 3 clusters Score -1938428 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1938489.250000 Penalty: 4998.723145
	Iteration 28Q: 3 clusters Score -1938489 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1938572.875000 Penalty: 4998.723145
	Iteration 29Q: 3 clusters Score -1938573 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1938641.250000 Penalty: 4998.723145
	Iteration 30Q: 3 clusters Score -1938641 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1938719.375000 Penalty: 4998.723145
	Iteration 31Q: 3 clusters Score -1938719 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1938816.625000 Penalty: 4998.723145
	Iteration 32Q: 3 clusters Score -1938817 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1938934.125000 Penalty: 4998.723145
	Iteration 33Q: 3 clusters Score -1938934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1939067.375000 Penalty: 4998.723145
	Iteration 34Q: 3 clusters Score -1939067 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1939187.125000 Penalty: 4998.723145
	Iteration 35Q: 3 clusters Score -1939187 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1939279.625000 Penalty: 4998.723145
	Iteration 36Q: 3 clusters Score -1939280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1939358.500000 Penalty: 4998.723145
	Iteration 37Q: 3 clusters Score -1939358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1939396.875000 Penalty: 4998.723145
	Iteration 38Q: 3 clusters Score -1939397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1939417.750000 Penalty: 4998.723145
	Iteration 39Q: 3 clusters Score -1939418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1939426.875000 Penalty: 4998.723145
	Iteration 40F: 3 clusters Score -1939427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1939440.125000 Penalty: 4998.723145
	Iteration 41Q: 3 clusters Score -1939440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1939446.000000 Penalty: 4998.723145
	Iteration 42Q: 3 clusters Score -1939446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1939454.625000 Penalty: 4998.723145
	Iteration 43Q: 3 clusters Score -1939455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1939457.500000 Penalty: 4998.723145
	Iteration 44Q: 3 clusters Score -1939458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1939459.500000 Penalty: 4998.723145
	Iteration 45Q: 3 clusters Score -1939460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1939463.125000 Penalty: 4998.723145
	Iteration 46Q: 3 clusters Score -1939463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1939463.625000 Penalty: 4998.723145
	Iteration 47Q: 3 clusters Score -1939464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1939472.375000 Penalty: 4998.723145
	Iteration 48Q: 3 clusters Score -1939472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1939471.875000 Penalty: 4998.723145
	Iteration 49Q: 3 clusters Score -1939472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1939474.750000 Penalty: 4998.723145
	Iteration 50Q: 3 clusters Score -1939475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1939471.375000 Penalty: 4998.723145
	Iteration 51Q: 3 clusters Score -1939471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1939474.250000 Penalty: 4998.723145
	Iteration 52Q: 3 clusters Score -1939474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1939472.875000 Penalty: 4998.723145
	Iteration 53Q: 3 clusters Score -1939473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1939472.875000 Penalty: 4998.723145
	Iteration 54F: 3 clusters Score -1939473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Entering Unmasked Estep 
Score: -504138.937500 Penalty: 2196.734375
	Iteration 0F: 2 clusters Score -504138.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -498356.843750 Penalty: 4393.468750
	Iteration 0F: 3 clusters Score -498356.8 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -500047.468750 Penalty: 4393.468750
	Iteration 1F: 3 clusters Score -500047.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -500522.843750 Penalty: 4393.468750
	Iteration 2F: 3 clusters Score -500522.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -500999.250000 Penalty: 4393.468750
	Iteration 3F: 3 clusters Score -500999.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -501353.468750 Penalty: 4393.468750
	Iteration 4F: 3 clusters Score -501353.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -501640.250000 Penalty: 4393.468750
	Iteration 5F: 3 clusters Score -501640.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -501868.125000 Penalty: 4393.468750
	Iteration 6Q: 3 clusters Score -501868.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -502080.656250 Penalty: 4393.468750
	Iteration 7Q: 3 clusters Score -502080.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -502295.250000 Penalty: 4393.468750
	Iteration 8Q: 3 clusters Score -502295.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -502524.656250 Penalty: 4393.468750
	Iteration 9Q: 3 clusters Score -502524.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -502748.593750 Penalty: 4393.468750
	Iteration 10Q: 3 clusters Score -502748.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -502987.656250 Penalty: 4393.468750
	Iteration 11Q: 3 clusters Score -502987.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -503203.843750 Penalty: 4393.468750
	Iteration 12Q: 3 clusters Score -503203.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -503384.781250 Penalty: 4393.468750
	Iteration 13Q: 3 clusters Score -503384.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -503529.687500 Penalty: 4393.468750
	Iteration 14Q: 3 clusters Score -503529.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -503623.750000 Penalty: 4393.468750
	Iteration 15Q: 3 clusters Score -503623.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -503671.468750 Penalty: 4393.468750
	Iteration 16Q: 3 clusters Score -503671.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -503703.937500 Penalty: 4393.468750
	Iteration 17Q: 3 clusters Score -503703.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -503725.343750 Penalty: 4393.468750
	Iteration 18Q: 3 clusters Score -503725.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -503741.468750 Penalty: 4393.468750
	Iteration 19Q: 3 clusters Score -503741.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -503760.281250 Penalty: 4393.468750
	Iteration 20F: 3 clusters Score -503760.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -503780.562500 Penalty: 4393.468750
	Iteration 21Q: 3 clusters Score -503780.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -503797.718750 Penalty: 4393.468750
	Iteration 22Q: 3 clusters Score -503797.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -503811.875000 Penalty: 4393.468750
	Iteration 23Q: 3 clusters Score -503811.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -503831.125000 Penalty: 4393.468750
	Iteration 24Q: 3 clusters Score -503831.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -503840.125000 Penalty: 4393.468750
	Iteration 25Q: 3 clusters Score -503840.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -503849.000000 Penalty: 4393.468750
	Iteration 26Q: 3 clusters Score -503849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -503855.281250 Penalty: 4393.468750
	Iteration 27Q: 3 clusters Score -503855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -503857.875000 Penalty: 4393.468750
	Iteration 28Q: 3 clusters Score -503857.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -503860.718750 Penalty: 4393.468750
	Iteration 29Q: 3 clusters Score -503860.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -503865.062500 Penalty: 4393.468750
	Iteration 30Q: 3 clusters Score -503865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -503866.062500 Penalty: 4393.468750
	Iteration 31Q: 3 clusters Score -503866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -503867.937500 Penalty: 4393.468750
	Iteration 32Q: 3 clusters Score -503867.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -503868.406250 Penalty: 4393.468750
	Iteration 33Q: 3 clusters Score -503868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -503868.562500 Penalty: 4393.468750
	Iteration 34Q: 3 clusters Score -503868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -503869.781250 Penalty: 4393.468750
	Iteration 35Q: 3 clusters Score -503869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -503868.781250 Penalty: 4393.468750
	Iteration 36Q: 3 clusters Score -503868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -503870.062500 Penalty: 4393.468750
	Iteration 37Q: 3 clusters Score -503870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -503870.062500 Penalty: 4393.468750
	Iteration 38F: 3 clusters Score -503870.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (415533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415533 members 
Entering Unmasked Estep 
Score: -36698700.000000 Penalty: 3208.454590
	Iteration 0F: 2 clusters Score -3.66987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207507 members 
Mstep: Class 2 contains 208026 members 
Entering Unmasked Estep 
Score: -36418044.000000 Penalty: 6416.909180
	Iteration 0F: 3 clusters Score -3.641804e+07 nChanged 202783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202884 members 
Mstep: Class 2 contains 212649 members 
Entering Unmasked Estep 
Score: -36539228.000000 Penalty: 6416.909180
	Iteration 1F: 3 clusters Score -3.653923e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199322 members 
Mstep: Class 2 contains 216211 members 
Entering Unmasked Estep 
Score: -36540588.000000 Penalty: 6416.909180
	Iteration 2Q: 3 clusters Score -3.654059e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193683 members 
Mstep: Class 2 contains 221850 members 
Entering Unmasked Estep 
Score: -36542128.000000 Penalty: 6416.909180
	Iteration 3Q: 3 clusters Score -3.654213e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184701 members 
Mstep: Class 2 contains 230832 members 
Entering Unmasked Estep 
Score: -36544752.000000 Penalty: 6416.909180
	Iteration 4Q: 3 clusters Score -3.654475e+07 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 244764 members 
Entering Unmasked Estep 
Score: -36549976.000000 Penalty: 6416.909180
	Iteration 5Q: 3 clusters Score -3.654998e+07 nChanged 21208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 265774 members 
Entering Unmasked Estep 
Score: -36560536.000000 Penalty: 6416.909180
	Iteration 6F: 3 clusters Score -3.656054e+07 nChanged 29909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119884 members 
Mstep: Class 2 contains 295649 members 
Entering Unmasked Estep 
Score: -36581416.000000 Penalty: 6416.909180
	Iteration 7F: 3 clusters Score -3.658142e+07 nChanged 37870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 333511 members 
Entering Unmasked Estep 
Score: -36613552.000000 Penalty: 6416.909180
	Iteration 8F: 3 clusters Score -3.661355e+07 nChanged 38161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 371670 members 
Entering Unmasked Estep 
Score: -36651724.000000 Penalty: 6416.909180
	Iteration 9F: 3 clusters Score -3.665172e+07 nChanged 26606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 398272 members 
Entering Unmasked Estep 
Score: -36679312.000000 Penalty: 6416.909180
	Iteration 10F: 3 clusters Score -3.667931e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 410417 members 
Entering Unmasked Estep 
Score: -36691136.000000 Penalty: 6416.909180
	Iteration 11Q: 3 clusters Score -3.669114e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 413974 members 
Entering Unmasked Estep 
Score: -36694536.000000 Penalty: 6416.909180
	Iteration 12Q: 3 clusters Score -3.669454e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 414836 members 
Entering Unmasked Estep 
Score: -36695372.000000 Penalty: 6416.909180
	Iteration 13Q: 3 clusters Score -3.669537e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 415036 members 
Entering Unmasked Estep 
Score: -36695576.000000 Penalty: 6416.909180
	Iteration 14Q: 3 clusters Score -3.669558e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 415115 members 
Entering Unmasked Estep 
Score: -36695716.000000 Penalty: 6416.909180
	Iteration 15Q: 3 clusters Score -3.669572e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 415136 members 
Entering Unmasked Estep 
Score: -36695768.000000 Penalty: 6416.909180
	Iteration 16Q: 3 clusters Score -3.669577e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 415149 members 
Entering Unmasked Estep 
Score: -36695784.000000 Penalty: 6416.909180
	Iteration 17Q: 3 clusters Score -3.669578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 415155 members 
Entering Unmasked Estep 
Score: -36695820.000000 Penalty: 6416.909180
	Iteration 18Q: 3 clusters Score -3.669582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 415160 members 
Entering Unmasked Estep 
Score: -36695848.000000 Penalty: 6416.909180
	Iteration 19Q: 3 clusters Score -3.669585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 415166 members 
Entering Unmasked Estep 
Score: -36695868.000000 Penalty: 6416.909180
	Iteration 20F: 3 clusters Score -3.669587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 415164 members 
Entering Unmasked Estep 
Score: -36695892.000000 Penalty: 6416.909180
	Iteration 21Q: 3 clusters Score -3.669589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 415163 members 
Entering Unmasked Estep 
Score: -36695916.000000 Penalty: 6416.909180
	Iteration 22Q: 3 clusters Score -3.669592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 415166 members 
Entering Unmasked Estep 
Score: -36695920.000000 Penalty: 6416.909180
	Iteration 23Q: 3 clusters Score -3.669592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 415161 members 
Entering Unmasked Estep 
Score: -36695932.000000 Penalty: 6416.909180
	Iteration 24Q: 3 clusters Score -3.669593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 415159 members 
Entering Unmasked Estep 
Score: -36695928.000000 Penalty: 6416.909180
	Iteration 25Q: 3 clusters Score -3.669593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 415159 members 
Entering Unmasked Estep 
Score: -36695936.000000 Penalty: 6416.909180
	Iteration 26Q: 3 clusters Score -3.669594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 415160 members 
Entering Unmasked Estep 
Score: -36695928.000000 Penalty: 6416.909180
	Iteration 27Q: 3 clusters Score -3.669593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 415160 members 
Entering Unmasked Estep 
Score: -36695948.000000 Penalty: 6416.909180
	Iteration 28Q: 3 clusters Score -3.669595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415162 members 
Entering Unmasked Estep 
Score: -36695960.000000 Penalty: 6416.909180
	Iteration 29Q: 3 clusters Score -3.669596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 415160 members 
Entering Unmasked Estep 
Score: -36695976.000000 Penalty: 6416.909180
	Iteration 30Q: 3 clusters Score -3.669598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 415160 members 
Entering Unmasked Estep 
Score: -36695976.000000 Penalty: 6416.909180
	Iteration 31F: 3 clusters Score -3.669598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Entering Unmasked Estep 
Score: -1423475.000000 Penalty: 2407.875244
	Iteration 0F: 2 clusters Score -1423475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1411704.500000 Penalty: 4815.750488
	Iteration 0F: 3 clusters Score -1411704 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1415563.750000 Penalty: 4815.750488
	Iteration 1F: 3 clusters Score -1415564 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1416000.000000 Penalty: 4815.750488
	Iteration 2F: 3 clusters Score -1416000 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1416456.375000 Penalty: 4815.750488
	Iteration 3F: 3 clusters Score -1416456 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1416913.875000 Penalty: 4815.750488
	Iteration 4F: 3 clusters Score -1416914 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1417408.125000 Penalty: 4815.750488
	Iteration 5F: 3 clusters Score -1417408 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1417985.125000 Penalty: 4815.750488
	Iteration 6F: 3 clusters Score -1417985 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1418627.500000 Penalty: 4815.750488
	Iteration 7F: 3 clusters Score -1418628 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1419348.625000 Penalty: 4815.750488
	Iteration 8F: 3 clusters Score -1419349 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1420017.500000 Penalty: 4815.750488
	Iteration 9Q: 3 clusters Score -1420018 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1420522.375000 Penalty: 4815.750488
	Iteration 10Q: 3 clusters Score -1420522 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1420921.000000 Penalty: 4815.750488
	Iteration 11Q: 3 clusters Score -1420921 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1421220.750000 Penalty: 4815.750488
	Iteration 12Q: 3 clusters Score -1421221 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1421420.750000 Penalty: 4815.750488
	Iteration 13Q: 3 clusters Score -1421421 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1421553.625000 Penalty: 4815.750488
	Iteration 14Q: 3 clusters Score -1421554 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1421645.375000 Penalty: 4815.750488
	Iteration 15Q: 3 clusters Score -1421645 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1421702.000000 Penalty: 4815.750488
	Iteration 16Q: 3 clusters Score -1421702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1421746.250000 Penalty: 4815.750488
	Iteration 17Q: 3 clusters Score -1421746 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1421781.500000 Penalty: 4815.750488
	Iteration 18Q: 3 clusters Score -1421782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1421808.500000 Penalty: 4815.750488
	Iteration 19Q: 3 clusters Score -1421808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1421824.875000 Penalty: 4815.750488
	Iteration 20F: 3 clusters Score -1421825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1421833.875000 Penalty: 4815.750488
	Iteration 21Q: 3 clusters Score -1421834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1421849.250000 Penalty: 4815.750488
	Iteration 22Q: 3 clusters Score -1421849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1421856.500000 Penalty: 4815.750488
	Iteration 23Q: 3 clusters Score -1421856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1421863.625000 Penalty: 4815.750488
	Iteration 24Q: 3 clusters Score -1421864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1421870.000000 Penalty: 4815.750488
	Iteration 25Q: 3 clusters Score -1421870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1421873.125000 Penalty: 4815.750488
	Iteration 26Q: 3 clusters Score -1421873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1421872.875000 Penalty: 4815.750488
	Iteration 27Q: 3 clusters Score -1421873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1421873.750000 Penalty: 4815.750488
	Iteration 28Q: 3 clusters Score -1421874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1421884.250000 Penalty: 4815.750488
	Iteration 29Q: 3 clusters Score -1421884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1421884.000000 Penalty: 4815.750488
	Iteration 30Q: 3 clusters Score -1421884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1421890.375000 Penalty: 4815.750488
	Iteration 31Q: 3 clusters Score -1421890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1421891.625000 Penalty: 4815.750488
	Iteration 32Q: 3 clusters Score -1421892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1421891.125000 Penalty: 4815.750488
	Iteration 33Q: 3 clusters Score -1421891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1421889.875000 Penalty: 4815.750488
	Iteration 34Q: 3 clusters Score -1421890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1421896.375000 Penalty: 4815.750488
	Iteration 35Q: 3 clusters Score -1421896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1421899.875000 Penalty: 4815.750488
	Iteration 36Q: 3 clusters Score -1421900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1421902.250000 Penalty: 4815.750488
	Iteration 37Q: 3 clusters Score -1421902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1421905.000000 Penalty: 4815.750488
	Iteration 38Q: 3 clusters Score -1421905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1421905.750000 Penalty: 4815.750488
	Iteration 39Q: 3 clusters Score -1421906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1421904.125000 Penalty: 4815.750488
	Iteration 40F: 3 clusters Score -1421904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1421905.875000 Penalty: 4815.750488
	Iteration 41Q: 3 clusters Score -1421906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1421907.500000 Penalty: 4815.750488
	Iteration 42Q: 3 clusters Score -1421908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1421909.875000 Penalty: 4815.750488
	Iteration 43Q: 3 clusters Score -1421910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1421909.875000 Penalty: 4815.750488
	Iteration 44Q: 3 clusters Score -1421910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1421914.000000 Penalty: 4815.750488
	Iteration 45Q: 3 clusters Score -1421914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1421915.125000 Penalty: 4815.750488
	Iteration 46Q: 3 clusters Score -1421915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1421917.000000 Penalty: 4815.750488
	Iteration 47Q: 3 clusters Score -1421917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1421917.375000 Penalty: 4815.750488
	Iteration 48Q: 3 clusters Score -1421917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1421917.875000 Penalty: 4815.750488
	Iteration 49Q: 3 clusters Score -1421918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1421919.625000 Penalty: 4815.750488
	Iteration 50Q: 3 clusters Score -1421920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1421918.000000 Penalty: 4815.750488
	Iteration 51Q: 3 clusters Score -1421918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1421918.750000 Penalty: 4815.750488
	Iteration 52Q: 3 clusters Score -1421919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1421922.000000 Penalty: 4815.750488
	Iteration 53Q: 3 clusters Score -1421922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1421922.250000 Penalty: 4815.750488
	Iteration 54Q: 3 clusters Score -1421922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1421925.500000 Penalty: 4815.750488
	Iteration 55Q: 3 clusters Score -1421926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1421929.125000 Penalty: 4815.750488
	Iteration 56Q: 3 clusters Score -1421929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1421931.625000 Penalty: 4815.750488
	Iteration 57Q: 3 clusters Score -1421932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1421932.500000 Penalty: 4815.750488
	Iteration 58Q: 3 clusters Score -1421932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1421929.875000 Penalty: 4815.750488
	Iteration 59Q: 3 clusters Score -1421930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1421928.500000 Penalty: 4815.750488
	Iteration 60F: 3 clusters Score -1421928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1421930.250000 Penalty: 4815.750488
	Iteration 61Q: 3 clusters Score -1421930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1421930.250000 Penalty: 4815.750488
	Iteration 62F: 3 clusters Score -1421930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (329498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329498 members 
Entering Unmasked Estep 
Score: -29087726.000000 Penalty: 3150.920654
	Iteration 0F: 2 clusters Score -2.908773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 164795 members 
Entering Unmasked Estep 
Score: -28866476.000000 Penalty: 6301.841309
	Iteration 0F: 3 clusters Score -2.886648e+07 nChanged 160075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162100 members 
Mstep: Class 2 contains 167398 members 
Entering Unmasked Estep 
Score: -28961546.000000 Penalty: 6301.841309
	Iteration 1F: 3 clusters Score -2.896155e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -28962776.000000 Penalty: 6301.841309
	Iteration 2Q: 3 clusters Score -2.896278e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -28964394.000000 Penalty: 6301.841309
	Iteration 3Q: 3 clusters Score -2.896439e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 172585 members 
Entering Unmasked Estep 
Score: -28966396.000000 Penalty: 6301.841309
	Iteration 4Q: 3 clusters Score -2.89664e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -28969358.000000 Penalty: 6301.841309
	Iteration 5Q: 3 clusters Score -2.896936e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148561 members 
Mstep: Class 2 contains 180937 members 
Entering Unmasked Estep 
Score: -28973772.000000 Penalty: 6301.841309
	Iteration 6Q: 3 clusters Score -2.897377e+07 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141686 members 
Mstep: Class 2 contains 187812 members 
Entering Unmasked Estep 
Score: -28980226.000000 Penalty: 6301.841309
	Iteration 7Q: 3 clusters Score -2.898023e+07 nChanged 16746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 196874 members 
Entering Unmasked Estep 
Score: -28990072.000000 Penalty: 6301.841309
	Iteration 8F: 3 clusters Score -2.899007e+07 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121708 members 
Mstep: Class 2 contains 207790 members 
Entering Unmasked Estep 
Score: -29003202.000000 Penalty: 6301.841309
	Iteration 9F: 3 clusters Score -2.90032e+07 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 219495 members 
Entering Unmasked Estep 
Score: -29017656.000000 Penalty: 6301.841309
	Iteration 10F: 3 clusters Score -2.901766e+07 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98975 members 
Mstep: Class 2 contains 230523 members 
Entering Unmasked Estep 
Score: -29029872.000000 Penalty: 6301.841309
	Iteration 11F: 3 clusters Score -2.902987e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 240374 members 
Entering Unmasked Estep 
Score: -29038770.000000 Penalty: 6301.841309
	Iteration 12Q: 3 clusters Score -2.903877e+07 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 249765 members 
Entering Unmasked Estep 
Score: -29045080.000000 Penalty: 6301.841309
	Iteration 13Q: 3 clusters Score -2.904508e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 258959 members 
Entering Unmasked Estep 
Score: -29050114.000000 Penalty: 6301.841309
	Iteration 14Q: 3 clusters Score -2.905011e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 268355 members 
Entering Unmasked Estep 
Score: -29054874.000000 Penalty: 6301.841309
	Iteration 15Q: 3 clusters Score -2.905487e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 278035 members 
Entering Unmasked Estep 
Score: -29059756.000000 Penalty: 6301.841309
	Iteration 16Q: 3 clusters Score -2.905976e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 287617 members 
Entering Unmasked Estep 
Score: -29065040.000000 Penalty: 6301.841309
	Iteration 17Q: 3 clusters Score -2.906504e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 296652 members 
Entering Unmasked Estep 
Score: -29070016.000000 Penalty: 6301.841309
	Iteration 18Q: 3 clusters Score -2.907002e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 304389 members 
Entering Unmasked Estep 
Score: -29074048.000000 Penalty: 6301.841309
	Iteration 19Q: 3 clusters Score -2.907405e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 310662 members 
Entering Unmasked Estep 
Score: -29077292.000000 Penalty: 6301.841309
	Iteration 20F: 3 clusters Score -2.907729e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 315525 members 
Entering Unmasked Estep 
Score: -29079866.000000 Penalty: 6301.841309
	Iteration 21Q: 3 clusters Score -2.907987e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 319073 members 
Entering Unmasked Estep 
Score: -29081514.000000 Penalty: 6301.841309
	Iteration 22Q: 3 clusters Score -2.908151e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 321586 members 
Entering Unmasked Estep 
Score: -29082616.000000 Penalty: 6301.841309
	Iteration 23Q: 3 clusters Score -2.908262e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 323359 members 
Entering Unmasked Estep 
Score: -29083286.000000 Penalty: 6301.841309
	Iteration 24Q: 3 clusters Score -2.908329e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 324607 members 
Entering Unmasked Estep 
Score: -29083764.000000 Penalty: 6301.841309
	Iteration 25Q: 3 clusters Score -2.908376e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 325436 members 
Entering Unmasked Estep 
Score: -29084216.000000 Penalty: 6301.841309
	Iteration 26Q: 3 clusters Score -2.908422e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 326022 members 
Entering Unmasked Estep 
Score: -29084442.000000 Penalty: 6301.841309
	Iteration 27Q: 3 clusters Score -2.908444e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 326451 members 
Entering Unmasked Estep 
Score: -29084686.000000 Penalty: 6301.841309
	Iteration 28Q: 3 clusters Score -2.908469e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 326740 members 
Entering Unmasked Estep 
Score: -29084766.000000 Penalty: 6301.841309
	Iteration 29Q: 3 clusters Score -2.908477e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 326940 members 
Entering Unmasked Estep 
Score: -29084880.000000 Penalty: 6301.841309
	Iteration 30Q: 3 clusters Score -2.908488e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 327076 members 
Entering Unmasked Estep 
Score: -29084990.000000 Penalty: 6301.841309
	Iteration 31Q: 3 clusters Score -2.908499e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 327197 members 
Entering Unmasked Estep 
Score: -29085012.000000 Penalty: 6301.841309
	Iteration 32Q: 3 clusters Score -2.908501e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 327304 members 
Entering Unmasked Estep 
Score: -29085066.000000 Penalty: 6301.841309
	Iteration 33Q: 3 clusters Score -2.908507e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 327396 members 
Entering Unmasked Estep 
Score: -29085038.000000 Penalty: 6301.841309
	Iteration 34Q: 3 clusters Score -2.908504e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 327466 members 
Entering Unmasked Estep 
Score: -29085084.000000 Penalty: 6301.841309
	Iteration 35Q: 3 clusters Score -2.908508e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 327530 members 
Entering Unmasked Estep 
Score: -29085104.000000 Penalty: 6301.841309
	Iteration 36Q: 3 clusters Score -2.90851e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 327583 members 
Entering Unmasked Estep 
Score: -29085092.000000 Penalty: 6301.841309
	Iteration 37Q: 3 clusters Score -2.908509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 327642 members 
Entering Unmasked Estep 
Score: -29085106.000000 Penalty: 6301.841309
	Iteration 38Q: 3 clusters Score -2.908511e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 327692 members 
Entering Unmasked Estep 
Score: -29085114.000000 Penalty: 6301.841309
	Iteration 39Q: 3 clusters Score -2.908511e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 327733 members 
Entering Unmasked Estep 
Score: -29085144.000000 Penalty: 6301.841309
	Iteration 40F: 3 clusters Score -2.908514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 327772 members 
Entering Unmasked Estep 
Score: -29085164.000000 Penalty: 6301.841309
	Iteration 41Q: 3 clusters Score -2.908516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 327794 members 
Entering Unmasked Estep 
Score: -29085156.000000 Penalty: 6301.841309
	Iteration 42Q: 3 clusters Score -2.908516e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 327817 members 
Entering Unmasked Estep 
Score: -29085190.000000 Penalty: 6301.841309
	Iteration 43Q: 3 clusters Score -2.908519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 327823 members 
Entering Unmasked Estep 
Score: -29085232.000000 Penalty: 6301.841309
	Iteration 44Q: 3 clusters Score -2.908523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 327830 members 
Entering Unmasked Estep 
Score: -29085228.000000 Penalty: 6301.841309
	Iteration 45Q: 3 clusters Score -2.908523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 327844 members 
Entering Unmasked Estep 
Score: -29085220.000000 Penalty: 6301.841309
	Iteration 46Q: 3 clusters Score -2.908522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 327853 members 
Entering Unmasked Estep 
Score: -29085216.000000 Penalty: 6301.841309
	Iteration 47Q: 3 clusters Score -2.908522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 327860 members 
Entering Unmasked Estep 
Score: -29085232.000000 Penalty: 6301.841309
	Iteration 48Q: 3 clusters Score -2.908523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 327866 members 
Entering Unmasked Estep 
Score: -29085220.000000 Penalty: 6301.841309
	Iteration 49Q: 3 clusters Score -2.908522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 327875 members 
Entering Unmasked Estep 
Score: -29085238.000000 Penalty: 6301.841309
	Iteration 50Q: 3 clusters Score -2.908524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 327883 members 
Entering Unmasked Estep 
Score: -29085234.000000 Penalty: 6301.841309
	Iteration 51Q: 3 clusters Score -2.908523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 327895 members 
Entering Unmasked Estep 
Score: -29085226.000000 Penalty: 6301.841309
	Iteration 52Q: 3 clusters Score -2.908523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 327905 members 
Entering Unmasked Estep 
Score: -29085224.000000 Penalty: 6301.841309
	Iteration 53Q: 3 clusters Score -2.908522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 327918 members 
Entering Unmasked Estep 
Score: -29085212.000000 Penalty: 6301.841309
	Iteration 54Q: 3 clusters Score -2.908521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 327927 members 
Entering Unmasked Estep 
Score: -29085200.000000 Penalty: 6301.841309
	Iteration 55Q: 3 clusters Score -2.90852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 327940 members 
Entering Unmasked Estep 
Score: -29085222.000000 Penalty: 6301.841309
	Iteration 56Q: 3 clusters Score -2.908522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 327956 members 
Entering Unmasked Estep 
Score: -29085220.000000 Penalty: 6301.841309
	Iteration 57Q: 3 clusters Score -2.908522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 327960 members 
Entering Unmasked Estep 
Score: -29085226.000000 Penalty: 6301.841309
	Iteration 58Q: 3 clusters Score -2.908523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 327966 members 
Entering Unmasked Estep 
Score: -29085232.000000 Penalty: 6301.841309
	Iteration 59Q: 3 clusters Score -2.908523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 327974 members 
Entering Unmasked Estep 
Score: -29085234.000000 Penalty: 6301.841309
	Iteration 60F: 3 clusters Score -2.908523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 327984 members 
Entering Unmasked Estep 
Score: -29085204.000000 Penalty: 6301.841309
	Iteration 61Q: 3 clusters Score -2.90852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 327997 members 
Entering Unmasked Estep 
Score: -29085218.000000 Penalty: 6301.841309
	Iteration 62Q: 3 clusters Score -2.908522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 328003 members 
Entering Unmasked Estep 
Score: -29085232.000000 Penalty: 6301.841309
	Iteration 63Q: 3 clusters Score -2.908523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 328009 members 
Entering Unmasked Estep 
Score: -29085228.000000 Penalty: 6301.841309
	Iteration 64Q: 3 clusters Score -2.908523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 328014 members 
Entering Unmasked Estep 
Score: -29085230.000000 Penalty: 6301.841309
	Iteration 65Q: 3 clusters Score -2.908523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 328017 members 
Entering Unmasked Estep 
Score: -29085200.000000 Penalty: 6301.841309
	Iteration 66Q: 3 clusters Score -2.90852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 328018 members 
Entering Unmasked Estep 
Score: -29085222.000000 Penalty: 6301.841309
	Iteration 67Q: 3 clusters Score -2.908522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 328016 members 
Entering Unmasked Estep 
Score: -29085220.000000 Penalty: 6301.841309
	Iteration 68Q: 3 clusters Score -2.908522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 328016 members 
Entering Unmasked Estep 
Score: -29085220.000000 Penalty: 6301.841309
	Iteration 69Q: 3 clusters Score -2.908522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 328014 members 
Entering Unmasked Estep 
Score: -29085236.000000 Penalty: 6301.841309
	Iteration 70Q: 3 clusters Score -2.908524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 328013 members 
Entering Unmasked Estep 
Score: -29085242.000000 Penalty: 6301.841309
	Iteration 71Q: 3 clusters Score -2.908524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 328012 members 
Entering Unmasked Estep 
Score: -29085252.000000 Penalty: 6301.841309
	Iteration 72Q: 3 clusters Score -2.908525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 328016 members 
Entering Unmasked Estep 
Score: -29085248.000000 Penalty: 6301.841309
	Iteration 73Q: 3 clusters Score -2.908525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 328016 members 
Entering Unmasked Estep 
Score: -29085240.000000 Penalty: 6301.841309
	Iteration 74Q: 3 clusters Score -2.908524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 328015 members 
Entering Unmasked Estep 
Score: -29085240.000000 Penalty: 6301.841309
	Iteration 75Q: 3 clusters Score -2.908524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 328015 members 
Entering Unmasked Estep 
Score: -29085240.000000 Penalty: 6301.841309
	Iteration 76F: 3 clusters Score -2.908524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -198009.921875 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -198009.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -195167.281250 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -195167.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -195705.375000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -195705.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -195888.609375 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -195888.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -195997.546875 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -195997.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -196058.234375 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -196058.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196095.953125 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -196096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -196122.000000 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -196122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196140.625000 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -196140.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196159.984375 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -196160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -196173.484375 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -196173.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -196182.421875 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -196182.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196191.765625 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -196191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196200.718750 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -196200.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -196208.531250 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -196208.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -196215.937500 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -196215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -196222.093750 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -196222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -196227.343750 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -196227.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196236.000000 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -196236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -196239.984375 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -196240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -196242.671875 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -196242.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196247.703125 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -196247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196248.671875 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -196248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196250.375000 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -196250.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -196250.312500 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -196250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196250.937500 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -196250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -196250.937500 Penalty: 3849.614258
	Iteration 25F: 3 clusters Score -196250.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -519957.906250 Penalty: 2178.927490
	Iteration 0F: 2 clusters Score -519957.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -514469.687500 Penalty: 4357.854980
	Iteration 0F: 3 clusters Score -514469.7 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -515977.125000 Penalty: 4357.854980
	Iteration 1F: 3 clusters Score -515977.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -516297.843750 Penalty: 4357.854980
	Iteration 2F: 3 clusters Score -516297.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -516602.718750 Penalty: 4357.854980
	Iteration 3F: 3 clusters Score -516602.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -516924.062500 Penalty: 4357.854980
	Iteration 4F: 3 clusters Score -516924.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -517265.531250 Penalty: 4357.854980
	Iteration 5F: 3 clusters Score -517265.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -517566.500000 Penalty: 4357.854980
	Iteration 6F: 3 clusters Score -517566.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -517789.062500 Penalty: 4357.854980
	Iteration 7Q: 3 clusters Score -517789.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -517951.125000 Penalty: 4357.854980
	Iteration 8Q: 3 clusters Score -517951.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -518042.375000 Penalty: 4357.854980
	Iteration 9Q: 3 clusters Score -518042.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -518091.875000 Penalty: 4357.854980
	Iteration 10Q: 3 clusters Score -518091.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -518118.125000 Penalty: 4357.854980
	Iteration 11Q: 3 clusters Score -518118.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -518134.156250 Penalty: 4357.854980
	Iteration 12Q: 3 clusters Score -518134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -518143.593750 Penalty: 4357.854980
	Iteration 13Q: 3 clusters Score -518143.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -518151.375000 Penalty: 4357.854980
	Iteration 14Q: 3 clusters Score -518151.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -518159.625000 Penalty: 4357.854980
	Iteration 15Q: 3 clusters Score -518159.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -518164.187500 Penalty: 4357.854980
	Iteration 16Q: 3 clusters Score -518164.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -518169.437500 Penalty: 4357.854980
	Iteration 17Q: 3 clusters Score -518169.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -518175.750000 Penalty: 4357.854980
	Iteration 18Q: 3 clusters Score -518175.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -518179.750000 Penalty: 4357.854980
	Iteration 19Q: 3 clusters Score -518179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -518182.718750 Penalty: 4357.854980
	Iteration 20F: 3 clusters Score -518182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -518181.843750 Penalty: 4357.854980
	Iteration 21Q: 3 clusters Score -518181.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -518182.406250 Penalty: 4357.854980
	Iteration 22Q: 3 clusters Score -518182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -518183.781250 Penalty: 4357.854980
	Iteration 23Q: 3 clusters Score -518183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -518184.125000 Penalty: 4357.854980
	Iteration 24Q: 3 clusters Score -518184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -518185.875000 Penalty: 4357.854980
	Iteration 25Q: 3 clusters Score -518185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -518186.312500 Penalty: 4357.854980
	Iteration 26Q: 3 clusters Score -518186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -518188.593750 Penalty: 4357.854980
	Iteration 27Q: 3 clusters Score -518188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -518188.781250 Penalty: 4357.854980
	Iteration 28Q: 3 clusters Score -518188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -518188.656250 Penalty: 4357.854980
	Iteration 29Q: 3 clusters Score -518188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -518189.187500 Penalty: 4357.854980
	Iteration 30Q: 3 clusters Score -518189.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -518189.437500 Penalty: 4357.854980
	Iteration 31Q: 3 clusters Score -518189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -518189.437500 Penalty: 4357.854980
	Iteration 32F: 3 clusters Score -518189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Entering Unmasked Estep 
Score: -1999829.125000 Penalty: 2486.133545
	Iteration 0F: 2 clusters Score -1999829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1984063.125000 Penalty: 4972.267090
	Iteration 0F: 3 clusters Score -1984063 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1989428.375000 Penalty: 4972.267090
	Iteration 1F: 3 clusters Score -1989428 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1989826.000000 Penalty: 4972.267090
	Iteration 2F: 3 clusters Score -1989826 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1990143.625000 Penalty: 4972.267090
	Iteration 3Q: 3 clusters Score -1990144 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1990422.125000 Penalty: 4972.267090
	Iteration 4Q: 3 clusters Score -1990422 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1990705.375000 Penalty: 4972.267090
	Iteration 5Q: 3 clusters Score -1990705 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1991040.500000 Penalty: 4972.267090
	Iteration 6Q: 3 clusters Score -1991040 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1991482.125000 Penalty: 4972.267090
	Iteration 7Q: 3 clusters Score -1991482 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1992041.500000 Penalty: 4972.267090
	Iteration 8Q: 3 clusters Score -1992042 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1992763.625000 Penalty: 4972.267090
	Iteration 9F: 3 clusters Score -1992764 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1993656.250000 Penalty: 4972.267090
	Iteration 10F: 3 clusters Score -1993656 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1994730.250000 Penalty: 4972.267090
	Iteration 11F: 3 clusters Score -1994730 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1995745.625000 Penalty: 4972.267090
	Iteration 12F: 3 clusters Score -1995746 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1996514.875000 Penalty: 4972.267090
	Iteration 13Q: 3 clusters Score -1996515 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1997014.000000 Penalty: 4972.267090
	Iteration 14Q: 3 clusters Score -1997014 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1997281.125000 Penalty: 4972.267090
	Iteration 15Q: 3 clusters Score -1997281 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1997410.250000 Penalty: 4972.267090
	Iteration 16Q: 3 clusters Score -1997410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1997503.375000 Penalty: 4972.267090
	Iteration 17Q: 3 clusters Score -1997503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1997549.875000 Penalty: 4972.267090
	Iteration 18Q: 3 clusters Score -1997550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1997589.875000 Penalty: 4972.267090
	Iteration 19Q: 3 clusters Score -1997590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1997611.875000 Penalty: 4972.267090
	Iteration 20F: 3 clusters Score -1997612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1997630.875000 Penalty: 4972.267090
	Iteration 21Q: 3 clusters Score -1997631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1997644.375000 Penalty: 4972.267090
	Iteration 22Q: 3 clusters Score -1997644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1997646.250000 Penalty: 4972.267090
	Iteration 23Q: 3 clusters Score -1997646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1997653.750000 Penalty: 4972.267090
	Iteration 24Q: 3 clusters Score -1997654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1997654.000000 Penalty: 4972.267090
	Iteration 25Q: 3 clusters Score -1997654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1997665.375000 Penalty: 4972.267090
	Iteration 26Q: 3 clusters Score -1997665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1997669.500000 Penalty: 4972.267090
	Iteration 27Q: 3 clusters Score -1997670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1997673.125000 Penalty: 4972.267090
	Iteration 28Q: 3 clusters Score -1997673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1997675.875000 Penalty: 4972.267090
	Iteration 29Q: 3 clusters Score -1997676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1997678.875000 Penalty: 4972.267090
	Iteration 30Q: 3 clusters Score -1997679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1997678.875000 Penalty: 4972.267090
	Iteration 31F: 3 clusters Score -1997679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Entering Unmasked Estep 
Score: -2263244.000000 Penalty: 2522.757080
	Iteration 0F: 2 clusters Score -2263244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2245149.250000 Penalty: 5045.514160
	Iteration 0F: 3 clusters Score -2245149 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2251594.750000 Penalty: 5045.514160
	Iteration 1F: 3 clusters Score -2251595 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2252267.250000 Penalty: 5045.514160
	Iteration 2F: 3 clusters Score -2252267 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2253013.500000 Penalty: 5045.514160
	Iteration 3F: 3 clusters Score -2253014 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2253919.500000 Penalty: 5045.514160
	Iteration 4F: 3 clusters Score -2253920 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2255080.500000 Penalty: 5045.514160
	Iteration 5F: 3 clusters Score -2255080 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2256644.250000 Penalty: 5045.514160
	Iteration 6F: 3 clusters Score -2256644 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2258286.750000 Penalty: 5045.514160
	Iteration 7F: 3 clusters Score -2258287 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2259454.250000 Penalty: 5045.514160
	Iteration 8F: 3 clusters Score -2259454 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2260080.750000 Penalty: 5045.514160
	Iteration 9Q: 3 clusters Score -2260081 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2260363.500000 Penalty: 5045.514160
	Iteration 10Q: 3 clusters Score -2260364 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2260508.500000 Penalty: 5045.514160
	Iteration 11Q: 3 clusters Score -2260508 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2260597.000000 Penalty: 5045.514160
	Iteration 12Q: 3 clusters Score -2260597 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2260639.000000 Penalty: 5045.514160
	Iteration 13Q: 3 clusters Score -2260639 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2260685.250000 Penalty: 5045.514160
	Iteration 14Q: 3 clusters Score -2260685 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2260712.250000 Penalty: 5045.514160
	Iteration 15Q: 3 clusters Score -2260712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2260742.750000 Penalty: 5045.514160
	Iteration 16Q: 3 clusters Score -2260743 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2260781.250000 Penalty: 5045.514160
	Iteration 17Q: 3 clusters Score -2260781 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2260808.500000 Penalty: 5045.514160
	Iteration 18Q: 3 clusters Score -2260808 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2260846.500000 Penalty: 5045.514160
	Iteration 19Q: 3 clusters Score -2260846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2260865.000000 Penalty: 5045.514160
	Iteration 20F: 3 clusters Score -2260865 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2260888.500000 Penalty: 5045.514160
	Iteration 21Q: 3 clusters Score -2260888 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2260919.500000 Penalty: 5045.514160
	Iteration 22Q: 3 clusters Score -2260920 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2260945.500000 Penalty: 5045.514160
	Iteration 23Q: 3 clusters Score -2260946 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2260978.000000 Penalty: 5045.514160
	Iteration 24Q: 3 clusters Score -2260978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -2261017.000000 Penalty: 5045.514160
	Iteration 25Q: 3 clusters Score -2261017 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2261053.500000 Penalty: 5045.514160
	Iteration 26Q: 3 clusters Score -2261054 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2261080.000000 Penalty: 5045.514160
	Iteration 27Q: 3 clusters Score -2261080 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2261110.500000 Penalty: 5045.514160
	Iteration 28Q: 3 clusters Score -2261110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2261131.750000 Penalty: 5045.514160
	Iteration 29Q: 3 clusters Score -2261132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2261151.750000 Penalty: 5045.514160
	Iteration 30Q: 3 clusters Score -2261152 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2261174.750000 Penalty: 5045.514160
	Iteration 31Q: 3 clusters Score -2261175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2261181.250000 Penalty: 5045.514160
	Iteration 32Q: 3 clusters Score -2261181 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2261193.750000 Penalty: 5045.514160
	Iteration 33Q: 3 clusters Score -2261194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2261201.000000 Penalty: 5045.514160
	Iteration 34Q: 3 clusters Score -2261201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2261209.000000 Penalty: 5045.514160
	Iteration 35Q: 3 clusters Score -2261209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2261208.500000 Penalty: 5045.514160
	Iteration 36Q: 3 clusters Score -2261208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2261206.000000 Penalty: 5045.514160
	Iteration 37Q: 3 clusters Score -2261206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2261207.000000 Penalty: 5045.514160
	Iteration 38Q: 3 clusters Score -2261207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2261216.750000 Penalty: 5045.514160
	Iteration 39Q: 3 clusters Score -2261217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2261219.250000 Penalty: 5045.514160
	Iteration 40F: 3 clusters Score -2261219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2261217.250000 Penalty: 5045.514160
	Iteration 41Q: 3 clusters Score -2261217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2261219.750000 Penalty: 5045.514160
	Iteration 42Q: 3 clusters Score -2261220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2261220.000000 Penalty: 5045.514160
	Iteration 43Q: 3 clusters Score -2261220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2261224.250000 Penalty: 5045.514160
	Iteration 44Q: 3 clusters Score -2261224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2261222.500000 Penalty: 5045.514160
	Iteration 45Q: 3 clusters Score -2261222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2261222.500000 Penalty: 5045.514160
	Iteration 46Q: 3 clusters Score -2261222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2261225.000000 Penalty: 5045.514160
	Iteration 47Q: 3 clusters Score -2261225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2261230.250000 Penalty: 5045.514160
	Iteration 48Q: 3 clusters Score -2261230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2261231.250000 Penalty: 5045.514160
	Iteration 49Q: 3 clusters Score -2261231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2261232.500000 Penalty: 5045.514160
	Iteration 50Q: 3 clusters Score -2261232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2261237.500000 Penalty: 5045.514160
	Iteration 51Q: 3 clusters Score -2261238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2261242.250000 Penalty: 5045.514160
	Iteration 52Q: 3 clusters Score -2261242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2261248.500000 Penalty: 5045.514160
	Iteration 53Q: 3 clusters Score -2261248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2261251.250000 Penalty: 5045.514160
	Iteration 54Q: 3 clusters Score -2261251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2261256.000000 Penalty: 5045.514160
	Iteration 55Q: 3 clusters Score -2261256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2261264.000000 Penalty: 5045.514160
	Iteration 56Q: 3 clusters Score -2261264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2261271.500000 Penalty: 5045.514160
	Iteration 57Q: 3 clusters Score -2261272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2261272.250000 Penalty: 5045.514160
	Iteration 58Q: 3 clusters Score -2261272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2261287.250000 Penalty: 5045.514160
	Iteration 59Q: 3 clusters Score -2261287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2261289.000000 Penalty: 5045.514160
	Iteration 60F: 3 clusters Score -2261289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2261286.750000 Penalty: 5045.514160
	Iteration 61Q: 3 clusters Score -2261287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2261299.000000 Penalty: 5045.514160
	Iteration 62Q: 3 clusters Score -2261299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2261310.500000 Penalty: 5045.514160
	Iteration 63Q: 3 clusters Score -2261310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2261325.750000 Penalty: 5045.514160
	Iteration 64Q: 3 clusters Score -2261326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2261343.000000 Penalty: 5045.514160
	Iteration 65Q: 3 clusters Score -2261343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2261364.000000 Penalty: 5045.514160
	Iteration 66Q: 3 clusters Score -2261364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2261394.250000 Penalty: 5045.514160
	Iteration 67Q: 3 clusters Score -2261394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2261456.750000 Penalty: 5045.514160
	Iteration 68Q: 3 clusters Score -2261457 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2261552.000000 Penalty: 5045.514160
	Iteration 69Q: 3 clusters Score -2261552 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2261668.750000 Penalty: 5045.514160
	Iteration 70Q: 3 clusters Score -2261669 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2261773.250000 Penalty: 5045.514160
	Iteration 71Q: 3 clusters Score -2261773 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2261872.750000 Penalty: 5045.514160
	Iteration 72Q: 3 clusters Score -2261873 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2261929.250000 Penalty: 5045.514160
	Iteration 73Q: 3 clusters Score -2261929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2261971.750000 Penalty: 5045.514160
	Iteration 74Q: 3 clusters Score -2261972 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2261992.750000 Penalty: 5045.514160
	Iteration 75Q: 3 clusters Score -2261993 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2262013.000000 Penalty: 5045.514160
	Iteration 76Q: 3 clusters Score -2262013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2262019.500000 Penalty: 5045.514160
	Iteration 77Q: 3 clusters Score -2262020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2262026.000000 Penalty: 5045.514160
	Iteration 78Q: 3 clusters Score -2262026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2262036.750000 Penalty: 5045.514160
	Iteration 79Q: 3 clusters Score -2262037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2262042.000000 Penalty: 5045.514160
	Iteration 80F: 3 clusters Score -2262042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2262057.000000 Penalty: 5045.514160
	Iteration 81Q: 3 clusters Score -2262057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2262064.000000 Penalty: 5045.514160
	Iteration 82Q: 3 clusters Score -2262064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2262065.000000 Penalty: 5045.514160
	Iteration 83Q: 3 clusters Score -2262065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2262071.750000 Penalty: 5045.514160
	Iteration 84Q: 3 clusters Score -2262072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2262074.250000 Penalty: 5045.514160
	Iteration 85Q: 3 clusters Score -2262074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2262075.500000 Penalty: 5045.514160
	Iteration 86Q: 3 clusters Score -2262076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2262076.500000 Penalty: 5045.514160
	Iteration 87Q: 3 clusters Score -2262076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2262081.500000 Penalty: 5045.514160
	Iteration 88Q: 3 clusters Score -2262082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2262081.000000 Penalty: 5045.514160
	Iteration 89Q: 3 clusters Score -2262081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2262084.500000 Penalty: 5045.514160
	Iteration 90Q: 3 clusters Score -2262084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2262092.250000 Penalty: 5045.514160
	Iteration 91Q: 3 clusters Score -2262092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2262090.500000 Penalty: 5045.514160
	Iteration 92Q: 3 clusters Score -2262090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2262097.000000 Penalty: 5045.514160
	Iteration 93Q: 3 clusters Score -2262097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2262106.000000 Penalty: 5045.514160
	Iteration 94Q: 3 clusters Score -2262106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2262110.250000 Penalty: 5045.514160
	Iteration 95Q: 3 clusters Score -2262110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2262117.000000 Penalty: 5045.514160
	Iteration 96Q: 3 clusters Score -2262117 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2262127.500000 Penalty: 5045.514160
	Iteration 97Q: 3 clusters Score -2262128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2262132.250000 Penalty: 5045.514160
	Iteration 98Q: 3 clusters Score -2262132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2262139.750000 Penalty: 5045.514160
	Iteration 99Q: 3 clusters Score -2262140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2262140.750000 Penalty: 5045.514160
	Iteration 100F: 3 clusters Score -2262141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2262143.750000 Penalty: 5045.514160
	Iteration 101Q: 3 clusters Score -2262144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2262149.750000 Penalty: 5045.514160
	Iteration 102Q: 3 clusters Score -2262150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2262153.250000 Penalty: 5045.514160
	Iteration 103Q: 3 clusters Score -2262153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2262159.500000 Penalty: 5045.514160
	Iteration 104Q: 3 clusters Score -2262160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2262166.000000 Penalty: 5045.514160
	Iteration 105Q: 3 clusters Score -2262166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2262170.500000 Penalty: 5045.514160
	Iteration 106Q: 3 clusters Score -2262170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2262174.250000 Penalty: 5045.514160
	Iteration 107Q: 3 clusters Score -2262174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2262180.250000 Penalty: 5045.514160
	Iteration 108Q: 3 clusters Score -2262180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2262170.250000 Penalty: 5045.514160
	Iteration 109Q: 3 clusters Score -2262170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2262164.750000 Penalty: 5045.514160
	Iteration 110Q: 3 clusters Score -2262165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2262164.750000 Penalty: 5045.514160
	Iteration 111F: 3 clusters Score -2262165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -254571.750000 Penalty: 1991.541626
	Iteration 0F: 2 clusters Score -254571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -251248.796875 Penalty: 3983.083252
	Iteration 0F: 3 clusters Score -251248.8 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -251950.187500 Penalty: 3983.083252
	Iteration 1F: 3 clusters Score -251950.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -252154.921875 Penalty: 3983.083252
	Iteration 2F: 3 clusters Score -252154.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -252266.828125 Penalty: 3983.083252
	Iteration 3Q: 3 clusters Score -252266.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -252364.734375 Penalty: 3983.083252
	Iteration 4Q: 3 clusters Score -252364.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -252456.968750 Penalty: 3983.083252
	Iteration 5Q: 3 clusters Score -252457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -252531.109375 Penalty: 3983.083252
	Iteration 6Q: 3 clusters Score -252531.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -252616.609375 Penalty: 3983.083252
	Iteration 7Q: 3 clusters Score -252616.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -252702.328125 Penalty: 3983.083252
	Iteration 8Q: 3 clusters Score -252702.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -252805.890625 Penalty: 3983.083252
	Iteration 9Q: 3 clusters Score -252805.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -252924.109375 Penalty: 3983.083252
	Iteration 10Q: 3 clusters Score -252924.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -253041.296875 Penalty: 3983.083252
	Iteration 11Q: 3 clusters Score -253041.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -253141.250000 Penalty: 3983.083252
	Iteration 12Q: 3 clusters Score -253141.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -253207.343750 Penalty: 3983.083252
	Iteration 13Q: 3 clusters Score -253207.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -253244.562500 Penalty: 3983.083252
	Iteration 14Q: 3 clusters Score -253244.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -253274.734375 Penalty: 3983.083252
	Iteration 15Q: 3 clusters Score -253274.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -253294.640625 Penalty: 3983.083252
	Iteration 16Q: 3 clusters Score -253294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -253306.500000 Penalty: 3983.083252
	Iteration 17Q: 3 clusters Score -253306.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -253315.843750 Penalty: 3983.083252
	Iteration 18Q: 3 clusters Score -253315.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -253325.359375 Penalty: 3983.083252
	Iteration 19Q: 3 clusters Score -253325.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -253331.000000 Penalty: 3983.083252
	Iteration 20F: 3 clusters Score -253331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -253333.984375 Penalty: 3983.083252
	Iteration 21Q: 3 clusters Score -253334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -253334.546875 Penalty: 3983.083252
	Iteration 22Q: 3 clusters Score -253334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -253335.296875 Penalty: 3983.083252
	Iteration 23Q: 3 clusters Score -253335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -253335.296875 Penalty: 3983.083252
	Iteration 24F: 3 clusters Score -253335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Entering Unmasked Estep 
Score: -1365489.375000 Penalty: 2384.752930
	Iteration 0F: 2 clusters Score -1365489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1354666.125000 Penalty: 4769.505859
	Iteration 0F: 3 clusters Score -1354666 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1358134.875000 Penalty: 4769.505859
	Iteration 1F: 3 clusters Score -1358135 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1358430.500000 Penalty: 4769.505859
	Iteration 2F: 3 clusters Score -1358430 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1358631.500000 Penalty: 4769.505859
	Iteration 3Q: 3 clusters Score -1358632 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1358778.750000 Penalty: 4769.505859
	Iteration 4Q: 3 clusters Score -1358779 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1358880.000000 Penalty: 4769.505859
	Iteration 5Q: 3 clusters Score -1358880 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1358968.250000 Penalty: 4769.505859
	Iteration 6Q: 3 clusters Score -1358968 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1359049.875000 Penalty: 4769.505859
	Iteration 7Q: 3 clusters Score -1359050 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1359126.125000 Penalty: 4769.505859
	Iteration 8Q: 3 clusters Score -1359126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1359193.000000 Penalty: 4769.505859
	Iteration 9Q: 3 clusters Score -1359193 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1359257.375000 Penalty: 4769.505859
	Iteration 10Q: 3 clusters Score -1359257 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1359330.875000 Penalty: 4769.505859
	Iteration 11Q: 3 clusters Score -1359331 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1359416.375000 Penalty: 4769.505859
	Iteration 12Q: 3 clusters Score -1359416 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1359517.875000 Penalty: 4769.505859
	Iteration 13Q: 3 clusters Score -1359518 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1359649.000000 Penalty: 4769.505859
	Iteration 14Q: 3 clusters Score -1359649 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1359818.500000 Penalty: 4769.505859
	Iteration 15Q: 3 clusters Score -1359818 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1360059.875000 Penalty: 4769.505859
	Iteration 16Q: 3 clusters Score -1360060 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1360361.375000 Penalty: 4769.505859
	Iteration 17Q: 3 clusters Score -1360361 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1360724.125000 Penalty: 4769.505859
	Iteration 18Q: 3 clusters Score -1360724 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1361114.250000 Penalty: 4769.505859
	Iteration 19Q: 3 clusters Score -1361114 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1361508.750000 Penalty: 4769.505859
	Iteration 20F: 3 clusters Score -1361509 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1361881.625000 Penalty: 4769.505859
	Iteration 21Q: 3 clusters Score -1361882 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1362216.875000 Penalty: 4769.505859
	Iteration 22Q: 3 clusters Score -1362217 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1362534.500000 Penalty: 4769.505859
	Iteration 23Q: 3 clusters Score -1362534 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1362827.125000 Penalty: 4769.505859
	Iteration 24Q: 3 clusters Score -1362827 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1363012.250000 Penalty: 4769.505859
	Iteration 25Q: 3 clusters Score -1363012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1363111.500000 Penalty: 4769.505859
	Iteration 26Q: 3 clusters Score -1363112 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1363210.125000 Penalty: 4769.505859
	Iteration 27Q: 3 clusters Score -1363210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1363269.125000 Penalty: 4769.505859
	Iteration 28Q: 3 clusters Score -1363269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1363308.250000 Penalty: 4769.505859
	Iteration 29Q: 3 clusters Score -1363308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1363362.500000 Penalty: 4769.505859
	Iteration 30Q: 3 clusters Score -1363362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1363408.000000 Penalty: 4769.505859
	Iteration 31Q: 3 clusters Score -1363408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1363435.375000 Penalty: 4769.505859
	Iteration 32Q: 3 clusters Score -1363435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1363452.625000 Penalty: 4769.505859
	Iteration 33Q: 3 clusters Score -1363453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1363473.375000 Penalty: 4769.505859
	Iteration 34Q: 3 clusters Score -1363473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1363486.375000 Penalty: 4769.505859
	Iteration 35Q: 3 clusters Score -1363486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1363495.500000 Penalty: 4769.505859
	Iteration 36Q: 3 clusters Score -1363496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1363499.375000 Penalty: 4769.505859
	Iteration 37Q: 3 clusters Score -1363499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1363509.750000 Penalty: 4769.505859
	Iteration 38Q: 3 clusters Score -1363510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1363515.125000 Penalty: 4769.505859
	Iteration 39Q: 3 clusters Score -1363515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1363518.500000 Penalty: 4769.505859
	Iteration 40F: 3 clusters Score -1363518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1363526.375000 Penalty: 4769.505859
	Iteration 41Q: 3 clusters Score -1363526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1363534.500000 Penalty: 4769.505859
	Iteration 42Q: 3 clusters Score -1363534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1363538.625000 Penalty: 4769.505859
	Iteration 43Q: 3 clusters Score -1363539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1363546.750000 Penalty: 4769.505859
	Iteration 44Q: 3 clusters Score -1363547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1363551.750000 Penalty: 4769.505859
	Iteration 45Q: 3 clusters Score -1363552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1363554.750000 Penalty: 4769.505859
	Iteration 46Q: 3 clusters Score -1363555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1363555.500000 Penalty: 4769.505859
	Iteration 47Q: 3 clusters Score -1363556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1363557.000000 Penalty: 4769.505859
	Iteration 48Q: 3 clusters Score -1363557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1363556.000000 Penalty: 4769.505859
	Iteration 49Q: 3 clusters Score -1363556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1363558.000000 Penalty: 4769.505859
	Iteration 50Q: 3 clusters Score -1363558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1363558.000000 Penalty: 4769.505859
	Iteration 51F: 3 clusters Score -1363558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -695217.000000 Penalty: 2229.289307
	Iteration 0F: 2 clusters Score -695217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -688830.437500 Penalty: 4458.578613
	Iteration 0F: 3 clusters Score -688830.4 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -690471.312500 Penalty: 4458.578613
	Iteration 1F: 3 clusters Score -690471.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -690702.375000 Penalty: 4458.578613
	Iteration 2F: 3 clusters Score -690702.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -690863.500000 Penalty: 4458.578613
	Iteration 3Q: 3 clusters Score -690863.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -690987.375000 Penalty: 4458.578613
	Iteration 4Q: 3 clusters Score -690987.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -691095.250000 Penalty: 4458.578613
	Iteration 5Q: 3 clusters Score -691095.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -691201.937500 Penalty: 4458.578613
	Iteration 6Q: 3 clusters Score -691201.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -691303.875000 Penalty: 4458.578613
	Iteration 7Q: 3 clusters Score -691303.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -691400.437500 Penalty: 4458.578613
	Iteration 8Q: 3 clusters Score -691400.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -691513.812500 Penalty: 4458.578613
	Iteration 9Q: 3 clusters Score -691513.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -691670.375000 Penalty: 4458.578613
	Iteration 10Q: 3 clusters Score -691670.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -691876.437500 Penalty: 4458.578613
	Iteration 11Q: 3 clusters Score -691876.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -692134.000000 Penalty: 4458.578613
	Iteration 12Q: 3 clusters Score -692134 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -692441.750000 Penalty: 4458.578613
	Iteration 13Q: 3 clusters Score -692441.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -692696.250000 Penalty: 4458.578613
	Iteration 14Q: 3 clusters Score -692696.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -692897.125000 Penalty: 4458.578613
	Iteration 15Q: 3 clusters Score -692897.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -693061.500000 Penalty: 4458.578613
	Iteration 16Q: 3 clusters Score -693061.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -693181.062500 Penalty: 4458.578613
	Iteration 17Q: 3 clusters Score -693181.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -693253.500000 Penalty: 4458.578613
	Iteration 18Q: 3 clusters Score -693253.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -693320.875000 Penalty: 4458.578613
	Iteration 19Q: 3 clusters Score -693320.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -693372.500000 Penalty: 4458.578613
	Iteration 20F: 3 clusters Score -693372.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -693411.812500 Penalty: 4458.578613
	Iteration 21Q: 3 clusters Score -693411.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -693446.937500 Penalty: 4458.578613
	Iteration 22Q: 3 clusters Score -693446.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -693480.500000 Penalty: 4458.578613
	Iteration 23Q: 3 clusters Score -693480.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -693507.187500 Penalty: 4458.578613
	Iteration 24Q: 3 clusters Score -693507.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -693532.125000 Penalty: 4458.578613
	Iteration 25Q: 3 clusters Score -693532.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -693564.875000 Penalty: 4458.578613
	Iteration 26Q: 3 clusters Score -693564.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -693590.187500 Penalty: 4458.578613
	Iteration 27Q: 3 clusters Score -693590.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -693612.500000 Penalty: 4458.578613
	Iteration 28Q: 3 clusters Score -693612.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -693633.750000 Penalty: 4458.578613
	Iteration 29Q: 3 clusters Score -693633.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -693666.250000 Penalty: 4458.578613
	Iteration 30Q: 3 clusters Score -693666.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -693710.500000 Penalty: 4458.578613
	Iteration 31Q: 3 clusters Score -693710.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -693735.437500 Penalty: 4458.578613
	Iteration 32Q: 3 clusters Score -693735.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -693747.125000 Penalty: 4458.578613
	Iteration 33Q: 3 clusters Score -693747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -693752.687500 Penalty: 4458.578613
	Iteration 34Q: 3 clusters Score -693752.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -693755.750000 Penalty: 4458.578613
	Iteration 35Q: 3 clusters Score -693755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -693757.687500 Penalty: 4458.578613
	Iteration 36Q: 3 clusters Score -693757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -693758.437500 Penalty: 4458.578613
	Iteration 37Q: 3 clusters Score -693758.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -693758.437500 Penalty: 4458.578613
	Iteration 38F: 3 clusters Score -693758.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Entering Unmasked Estep 
Score: -920975.875000 Penalty: 2319.557373
	Iteration 0F: 2 clusters Score -920975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -912370.687500 Penalty: 4639.114746
	Iteration 0F: 3 clusters Score -912370.7 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -915037.437500 Penalty: 4639.114746
	Iteration 1F: 3 clusters Score -915037.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -915554.750000 Penalty: 4639.114746
	Iteration 2F: 3 clusters Score -915554.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -916017.812500 Penalty: 4639.114746
	Iteration 3F: 3 clusters Score -916017.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -916405.687500 Penalty: 4639.114746
	Iteration 4F: 3 clusters Score -916405.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -916770.125000 Penalty: 4639.114746
	Iteration 5F: 3 clusters Score -916770.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -917092.812500 Penalty: 4639.114746
	Iteration 6Q: 3 clusters Score -917092.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -917367.437500 Penalty: 4639.114746
	Iteration 7Q: 3 clusters Score -917367.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -917588.187500 Penalty: 4639.114746
	Iteration 8Q: 3 clusters Score -917588.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -917783.312500 Penalty: 4639.114746
	Iteration 9Q: 3 clusters Score -917783.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -917949.187500 Penalty: 4639.114746
	Iteration 10Q: 3 clusters Score -917949.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -918113.000000 Penalty: 4639.114746
	Iteration 11Q: 3 clusters Score -918113 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -918247.250000 Penalty: 4639.114746
	Iteration 12Q: 3 clusters Score -918247.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -918381.062500 Penalty: 4639.114746
	Iteration 13Q: 3 clusters Score -918381.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -918492.625000 Penalty: 4639.114746
	Iteration 14Q: 3 clusters Score -918492.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -918592.312500 Penalty: 4639.114746
	Iteration 15Q: 3 clusters Score -918592.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -918668.812500 Penalty: 4639.114746
	Iteration 16Q: 3 clusters Score -918668.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -918723.312500 Penalty: 4639.114746
	Iteration 17Q: 3 clusters Score -918723.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -918767.375000 Penalty: 4639.114746
	Iteration 18Q: 3 clusters Score -918767.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -918806.250000 Penalty: 4639.114746
	Iteration 19Q: 3 clusters Score -918806.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -918837.750000 Penalty: 4639.114746
	Iteration 20F: 3 clusters Score -918837.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -918867.687500 Penalty: 4639.114746
	Iteration 21Q: 3 clusters Score -918867.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -918892.250000 Penalty: 4639.114746
	Iteration 22Q: 3 clusters Score -918892.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -918914.625000 Penalty: 4639.114746
	Iteration 23Q: 3 clusters Score -918914.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -918935.375000 Penalty: 4639.114746
	Iteration 24Q: 3 clusters Score -918935.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -918949.687500 Penalty: 4639.114746
	Iteration 25Q: 3 clusters Score -918949.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -918964.312500 Penalty: 4639.114746
	Iteration 26Q: 3 clusters Score -918964.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -918982.062500 Penalty: 4639.114746
	Iteration 27Q: 3 clusters Score -918982.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -918995.625000 Penalty: 4639.114746
	Iteration 28Q: 3 clusters Score -918995.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -919009.812500 Penalty: 4639.114746
	Iteration 29Q: 3 clusters Score -919009.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -919023.937500 Penalty: 4639.114746
	Iteration 30Q: 3 clusters Score -919023.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -919037.562500 Penalty: 4639.114746
	Iteration 31Q: 3 clusters Score -919037.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -919049.750000 Penalty: 4639.114746
	Iteration 32Q: 3 clusters Score -919049.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -919058.562500 Penalty: 4639.114746
	Iteration 33Q: 3 clusters Score -919058.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -919070.312500 Penalty: 4639.114746
	Iteration 34Q: 3 clusters Score -919070.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -919076.875000 Penalty: 4639.114746
	Iteration 35Q: 3 clusters Score -919076.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -919092.625000 Penalty: 4639.114746
	Iteration 36Q: 3 clusters Score -919092.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -919102.500000 Penalty: 4639.114746
	Iteration 37Q: 3 clusters Score -919102.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -919112.687500 Penalty: 4639.114746
	Iteration 38Q: 3 clusters Score -919112.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -919127.250000 Penalty: 4639.114746
	Iteration 39Q: 3 clusters Score -919127.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -919137.750000 Penalty: 4639.114746
	Iteration 40F: 3 clusters Score -919137.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -919146.875000 Penalty: 4639.114746
	Iteration 41Q: 3 clusters Score -919146.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -919152.000000 Penalty: 4639.114746
	Iteration 42Q: 3 clusters Score -919152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -919161.937500 Penalty: 4639.114746
	Iteration 43Q: 3 clusters Score -919161.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -919170.875000 Penalty: 4639.114746
	Iteration 44Q: 3 clusters Score -919170.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -919177.937500 Penalty: 4639.114746
	Iteration 45Q: 3 clusters Score -919177.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -919191.500000 Penalty: 4639.114746
	Iteration 46Q: 3 clusters Score -919191.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -919199.437500 Penalty: 4639.114746
	Iteration 47Q: 3 clusters Score -919199.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -919204.750000 Penalty: 4639.114746
	Iteration 48Q: 3 clusters Score -919204.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -919216.125000 Penalty: 4639.114746
	Iteration 49Q: 3 clusters Score -919216.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -919229.500000 Penalty: 4639.114746
	Iteration 50Q: 3 clusters Score -919229.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -919240.500000 Penalty: 4639.114746
	Iteration 51Q: 3 clusters Score -919240.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -919251.625000 Penalty: 4639.114746
	Iteration 52Q: 3 clusters Score -919251.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -919262.437500 Penalty: 4639.114746
	Iteration 53Q: 3 clusters Score -919262.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -919272.312500 Penalty: 4639.114746
	Iteration 54Q: 3 clusters Score -919272.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -919280.812500 Penalty: 4639.114746
	Iteration 55Q: 3 clusters Score -919280.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -919292.125000 Penalty: 4639.114746
	Iteration 56Q: 3 clusters Score -919292.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -919301.062500 Penalty: 4639.114746
	Iteration 57Q: 3 clusters Score -919301.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -919310.437500 Penalty: 4639.114746
	Iteration 58Q: 3 clusters Score -919310.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -919328.062500 Penalty: 4639.114746
	Iteration 59Q: 3 clusters Score -919328.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -919337.750000 Penalty: 4639.114746
	Iteration 60F: 3 clusters Score -919337.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -919346.625000 Penalty: 4639.114746
	Iteration 61Q: 3 clusters Score -919346.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -919350.750000 Penalty: 4639.114746
	Iteration 62Q: 3 clusters Score -919350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -919360.250000 Penalty: 4639.114746
	Iteration 63Q: 3 clusters Score -919360.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -919366.875000 Penalty: 4639.114746
	Iteration 64Q: 3 clusters Score -919366.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -919371.312500 Penalty: 4639.114746
	Iteration 65Q: 3 clusters Score -919371.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -919379.562500 Penalty: 4639.114746
	Iteration 66Q: 3 clusters Score -919379.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -919382.562500 Penalty: 4639.114746
	Iteration 67Q: 3 clusters Score -919382.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -919388.000000 Penalty: 4639.114746
	Iteration 68Q: 3 clusters Score -919388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -919395.062500 Penalty: 4639.114746
	Iteration 69Q: 3 clusters Score -919395.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -919397.500000 Penalty: 4639.114746
	Iteration 70Q: 3 clusters Score -919397.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -919399.500000 Penalty: 4639.114746
	Iteration 71Q: 3 clusters Score -919399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -919401.312500 Penalty: 4639.114746
	Iteration 72Q: 3 clusters Score -919401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -919403.312500 Penalty: 4639.114746
	Iteration 73Q: 3 clusters Score -919403.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -919405.187500 Penalty: 4639.114746
	Iteration 74Q: 3 clusters Score -919405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -919405.687500 Penalty: 4639.114746
	Iteration 75Q: 3 clusters Score -919405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -919410.312500 Penalty: 4639.114746
	Iteration 76Q: 3 clusters Score -919410.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -919407.562500 Penalty: 4639.114746
	Iteration 77Q: 3 clusters Score -919407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -919409.812500 Penalty: 4639.114746
	Iteration 78Q: 3 clusters Score -919409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -919410.125000 Penalty: 4639.114746
	Iteration 79Q: 3 clusters Score -919410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -919413.500000 Penalty: 4639.114746
	Iteration 80F: 3 clusters Score -919413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -919410.687500 Penalty: 4639.114746
	Iteration 81Q: 3 clusters Score -919410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -919413.375000 Penalty: 4639.114746
	Iteration 82Q: 3 clusters Score -919413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -919412.250000 Penalty: 4639.114746
	Iteration 83Q: 3 clusters Score -919412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -919412.250000 Penalty: 4639.114746
	Iteration 84F: 3 clusters Score -919412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Entering Unmasked Estep 
Score: -999179.812500 Penalty: 2338.848389
	Iteration 0F: 2 clusters Score -999179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -989873.437500 Penalty: 4677.696777
	Iteration 0F: 3 clusters Score -989873.4 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -992720.000000 Penalty: 4677.696777
	Iteration 1F: 3 clusters Score -992720 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -993060.750000 Penalty: 4677.696777
	Iteration 2F: 3 clusters Score -993060.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -993318.750000 Penalty: 4677.696777
	Iteration 3F: 3 clusters Score -993318.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -993561.312500 Penalty: 4677.696777
	Iteration 4Q: 3 clusters Score -993561.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -993822.500000 Penalty: 4677.696777
	Iteration 5Q: 3 clusters Score -993822.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -994127.375000 Penalty: 4677.696777
	Iteration 6Q: 3 clusters Score -994127.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -994448.750000 Penalty: 4677.696777
	Iteration 7Q: 3 clusters Score -994448.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -994787.187500 Penalty: 4677.696777
	Iteration 8Q: 3 clusters Score -994787.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -995109.312500 Penalty: 4677.696777
	Iteration 9Q: 3 clusters Score -995109.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -995447.000000 Penalty: 4677.696777
	Iteration 10Q: 3 clusters Score -995447 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -995821.375000 Penalty: 4677.696777
	Iteration 11Q: 3 clusters Score -995821.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -996224.187500 Penalty: 4677.696777
	Iteration 12Q: 3 clusters Score -996224.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -996594.562500 Penalty: 4677.696777
	Iteration 13Q: 3 clusters Score -996594.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -996874.375000 Penalty: 4677.696777
	Iteration 14Q: 3 clusters Score -996874.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -997059.312500 Penalty: 4677.696777
	Iteration 15Q: 3 clusters Score -997059.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -997192.937500 Penalty: 4677.696777
	Iteration 16Q: 3 clusters Score -997192.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -997304.125000 Penalty: 4677.696777
	Iteration 17Q: 3 clusters Score -997304.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -997409.187500 Penalty: 4677.696777
	Iteration 18Q: 3 clusters Score -997409.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -997504.437500 Penalty: 4677.696777
	Iteration 19Q: 3 clusters Score -997504.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -997590.875000 Penalty: 4677.696777
	Iteration 20F: 3 clusters Score -997590.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -997691.375000 Penalty: 4677.696777
	Iteration 21Q: 3 clusters Score -997691.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -997800.312500 Penalty: 4677.696777
	Iteration 22Q: 3 clusters Score -997800.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -997882.562500 Penalty: 4677.696777
	Iteration 23Q: 3 clusters Score -997882.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -997940.312500 Penalty: 4677.696777
	Iteration 24Q: 3 clusters Score -997940.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -997966.875000 Penalty: 4677.696777
	Iteration 25Q: 3 clusters Score -997966.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -997987.625000 Penalty: 4677.696777
	Iteration 26Q: 3 clusters Score -997987.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -997997.250000 Penalty: 4677.696777
	Iteration 27Q: 3 clusters Score -997997.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -998004.062500 Penalty: 4677.696777
	Iteration 28Q: 3 clusters Score -998004.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -998013.000000 Penalty: 4677.696777
	Iteration 29Q: 3 clusters Score -998013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -998017.937500 Penalty: 4677.696777
	Iteration 30Q: 3 clusters Score -998017.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -998022.375000 Penalty: 4677.696777
	Iteration 31Q: 3 clusters Score -998022.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -998025.312500 Penalty: 4677.696777
	Iteration 32Q: 3 clusters Score -998025.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -998028.500000 Penalty: 4677.696777
	Iteration 33Q: 3 clusters Score -998028.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -998030.687500 Penalty: 4677.696777
	Iteration 34Q: 3 clusters Score -998030.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -998033.125000 Penalty: 4677.696777
	Iteration 35Q: 3 clusters Score -998033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -998034.875000 Penalty: 4677.696777
	Iteration 36Q: 3 clusters Score -998034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -998037.250000 Penalty: 4677.696777
	Iteration 37Q: 3 clusters Score -998037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -998038.125000 Penalty: 4677.696777
	Iteration 38Q: 3 clusters Score -998038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -998037.937500 Penalty: 4677.696777
	Iteration 39Q: 3 clusters Score -998037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -998038.937500 Penalty: 4677.696777
	Iteration 40F: 3 clusters Score -998038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -998041.000000 Penalty: 4677.696777
	Iteration 41Q: 3 clusters Score -998041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -998039.062500 Penalty: 4677.696777
	Iteration 42Q: 3 clusters Score -998039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -998037.125000 Penalty: 4677.696777
	Iteration 43Q: 3 clusters Score -998037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -998039.375000 Penalty: 4677.696777
	Iteration 44Q: 3 clusters Score -998039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -998039.375000 Penalty: 4677.696777
	Iteration 45F: 3 clusters Score -998039.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -119468.515625 Penalty: 1829.839111
	Iteration 0F: 2 clusters Score -119468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -117112.656250 Penalty: 3659.678223
	Iteration 0F: 3 clusters Score -117112.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -117574.093750 Penalty: 3659.678223
	Iteration 1F: 3 clusters Score -117574.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -117795.398438 Penalty: 3659.678223
	Iteration 2F: 3 clusters Score -117795.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118097.531250 Penalty: 3659.678223
	Iteration 3F: 3 clusters Score -118097.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -118307.757812 Penalty: 3659.678223
	Iteration 4F: 3 clusters Score -118307.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118420.929688 Penalty: 3659.678223
	Iteration 5F: 3 clusters Score -118420.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118501.398438 Penalty: 3659.678223
	Iteration 6Q: 3 clusters Score -118501.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118572.203125 Penalty: 3659.678223
	Iteration 7Q: 3 clusters Score -118572.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -118629.835938 Penalty: 3659.678223
	Iteration 8Q: 3 clusters Score -118629.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118689.601562 Penalty: 3659.678223
	Iteration 9Q: 3 clusters Score -118689.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118721.781250 Penalty: 3659.678223
	Iteration 10Q: 3 clusters Score -118721.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118737.382812 Penalty: 3659.678223
	Iteration 11Q: 3 clusters Score -118737.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -118752.523438 Penalty: 3659.678223
	Iteration 12Q: 3 clusters Score -118752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -118760.867188 Penalty: 3659.678223
	Iteration 13Q: 3 clusters Score -118760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -118764.984375 Penalty: 3659.678223
	Iteration 14Q: 3 clusters Score -118765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -118769.570312 Penalty: 3659.678223
	Iteration 15Q: 3 clusters Score -118769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -118780.718750 Penalty: 3659.678223
	Iteration 16Q: 3 clusters Score -118780.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118786.929688 Penalty: 3659.678223
	Iteration 17Q: 3 clusters Score -118786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -118793.007812 Penalty: 3659.678223
	Iteration 18Q: 3 clusters Score -118793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -118795.609375 Penalty: 3659.678223
	Iteration 19Q: 3 clusters Score -118795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -118798.468750 Penalty: 3659.678223
	Iteration 20F: 3 clusters Score -118798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -118799.132812 Penalty: 3659.678223
	Iteration 21Q: 3 clusters Score -118799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -118800.390625 Penalty: 3659.678223
	Iteration 22Q: 3 clusters Score -118800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -118800.390625 Penalty: 3659.678223
	Iteration 23F: 3 clusters Score -118800.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -985635.312500 Penalty: 2313.506836
	Iteration 0F: 2 clusters Score -985635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -977201.437500 Penalty: 4627.013672
	Iteration 0F: 3 clusters Score -977201.4 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -979687.187500 Penalty: 4627.013672
	Iteration 1F: 3 clusters Score -979687.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -979981.125000 Penalty: 4627.013672
	Iteration 2F: 3 clusters Score -979981.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -980175.562500 Penalty: 4627.013672
	Iteration 3Q: 3 clusters Score -980175.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -980323.000000 Penalty: 4627.013672
	Iteration 4Q: 3 clusters Score -980323 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -980465.562500 Penalty: 4627.013672
	Iteration 5Q: 3 clusters Score -980465.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -980575.437500 Penalty: 4627.013672
	Iteration 6Q: 3 clusters Score -980575.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -980684.500000 Penalty: 4627.013672
	Iteration 7Q: 3 clusters Score -980684.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -980799.812500 Penalty: 4627.013672
	Iteration 8Q: 3 clusters Score -980799.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -980920.625000 Penalty: 4627.013672
	Iteration 9Q: 3 clusters Score -980920.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -981045.937500 Penalty: 4627.013672
	Iteration 10Q: 3 clusters Score -981045.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -981193.125000 Penalty: 4627.013672
	Iteration 11Q: 3 clusters Score -981193.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -981395.125000 Penalty: 4627.013672
	Iteration 12Q: 3 clusters Score -981395.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -981639.875000 Penalty: 4627.013672
	Iteration 13Q: 3 clusters Score -981639.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -981877.312500 Penalty: 4627.013672
	Iteration 14Q: 3 clusters Score -981877.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -982127.937500 Penalty: 4627.013672
	Iteration 15Q: 3 clusters Score -982127.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -982406.000000 Penalty: 4627.013672
	Iteration 16Q: 3 clusters Score -982406 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -982676.312500 Penalty: 4627.013672
	Iteration 17Q: 3 clusters Score -982676.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -982898.812500 Penalty: 4627.013672
	Iteration 18Q: 3 clusters Score -982898.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -983088.687500 Penalty: 4627.013672
	Iteration 19Q: 3 clusters Score -983088.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -983237.187500 Penalty: 4627.013672
	Iteration 20F: 3 clusters Score -983237.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -983329.750000 Penalty: 4627.013672
	Iteration 21Q: 3 clusters Score -983329.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -983398.687500 Penalty: 4627.013672
	Iteration 22Q: 3 clusters Score -983398.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -983442.187500 Penalty: 4627.013672
	Iteration 23Q: 3 clusters Score -983442.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -983477.625000 Penalty: 4627.013672
	Iteration 24Q: 3 clusters Score -983477.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -983505.375000 Penalty: 4627.013672
	Iteration 25Q: 3 clusters Score -983505.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -983523.000000 Penalty: 4627.013672
	Iteration 26Q: 3 clusters Score -983523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -983535.687500 Penalty: 4627.013672
	Iteration 27Q: 3 clusters Score -983535.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -983546.875000 Penalty: 4627.013672
	Iteration 28Q: 3 clusters Score -983546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -983558.812500 Penalty: 4627.013672
	Iteration 29Q: 3 clusters Score -983558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -983569.812500 Penalty: 4627.013672
	Iteration 30Q: 3 clusters Score -983569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -983579.687500 Penalty: 4627.013672
	Iteration 31Q: 3 clusters Score -983579.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -983593.062500 Penalty: 4627.013672
	Iteration 32Q: 3 clusters Score -983593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -983605.125000 Penalty: 4627.013672
	Iteration 33Q: 3 clusters Score -983605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -983612.625000 Penalty: 4627.013672
	Iteration 34Q: 3 clusters Score -983612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -983618.312500 Penalty: 4627.013672
	Iteration 35Q: 3 clusters Score -983618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -983619.812500 Penalty: 4627.013672
	Iteration 36Q: 3 clusters Score -983619.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -983626.687500 Penalty: 4627.013672
	Iteration 37Q: 3 clusters Score -983626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -983630.812500 Penalty: 4627.013672
	Iteration 38Q: 3 clusters Score -983630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -983633.250000 Penalty: 4627.013672
	Iteration 39Q: 3 clusters Score -983633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -983636.750000 Penalty: 4627.013672
	Iteration 40F: 3 clusters Score -983636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -983638.500000 Penalty: 4627.013672
	Iteration 41Q: 3 clusters Score -983638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -983640.750000 Penalty: 4627.013672
	Iteration 42Q: 3 clusters Score -983640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -983643.187500 Penalty: 4627.013672
	Iteration 43Q: 3 clusters Score -983643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -983647.312500 Penalty: 4627.013672
	Iteration 44Q: 3 clusters Score -983647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -983651.750000 Penalty: 4627.013672
	Iteration 45Q: 3 clusters Score -983651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -983652.000000 Penalty: 4627.013672
	Iteration 46Q: 3 clusters Score -983652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -983652.187500 Penalty: 4627.013672
	Iteration 47Q: 3 clusters Score -983652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -983654.187500 Penalty: 4627.013672
	Iteration 48Q: 3 clusters Score -983654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -983653.937500 Penalty: 4627.013672
	Iteration 49Q: 3 clusters Score -983653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -983656.187500 Penalty: 4627.013672
	Iteration 50Q: 3 clusters Score -983656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -983657.437500 Penalty: 4627.013672
	Iteration 51Q: 3 clusters Score -983657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -983664.562500 Penalty: 4627.013672
	Iteration 52Q: 3 clusters Score -983664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -983665.125000 Penalty: 4627.013672
	Iteration 53Q: 3 clusters Score -983665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -983666.312500 Penalty: 4627.013672
	Iteration 54Q: 3 clusters Score -983666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -983666.312500 Penalty: 4627.013672
	Iteration 55Q: 3 clusters Score -983666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -983669.437500 Penalty: 4627.013672
	Iteration 56Q: 3 clusters Score -983669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -983669.437500 Penalty: 4627.013672
	Iteration 57F: 3 clusters Score -983669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -274017.343750 Penalty: 2057.481689
	Iteration 0F: 2 clusters Score -274017.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -270159.218750 Penalty: 4114.963379
	Iteration 0F: 3 clusters Score -270159.2 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -271181.343750 Penalty: 4114.963379
	Iteration 1F: 3 clusters Score -271181.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -271526.218750 Penalty: 4114.963379
	Iteration 2F: 3 clusters Score -271526.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -271783.281250 Penalty: 4114.963379
	Iteration 3F: 3 clusters Score -271783.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -271994.750000 Penalty: 4114.963379
	Iteration 4F: 3 clusters Score -271994.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -272173.468750 Penalty: 4114.963379
	Iteration 5Q: 3 clusters Score -272173.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -272311.437500 Penalty: 4114.963379
	Iteration 6Q: 3 clusters Score -272311.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -272434.656250 Penalty: 4114.963379
	Iteration 7Q: 3 clusters Score -272434.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -272575.625000 Penalty: 4114.963379
	Iteration 8Q: 3 clusters Score -272575.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -272701.593750 Penalty: 4114.963379
	Iteration 9Q: 3 clusters Score -272701.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -272776.687500 Penalty: 4114.963379
	Iteration 10Q: 3 clusters Score -272776.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -272834.875000 Penalty: 4114.963379
	Iteration 11Q: 3 clusters Score -272834.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -272883.468750 Penalty: 4114.963379
	Iteration 12Q: 3 clusters Score -272883.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -272910.281250 Penalty: 4114.963379
	Iteration 13Q: 3 clusters Score -272910.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -272933.687500 Penalty: 4114.963379
	Iteration 14Q: 3 clusters Score -272933.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -272948.562500 Penalty: 4114.963379
	Iteration 15Q: 3 clusters Score -272948.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -272957.875000 Penalty: 4114.963379
	Iteration 16Q: 3 clusters Score -272957.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -272963.781250 Penalty: 4114.963379
	Iteration 17Q: 3 clusters Score -272963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -272967.500000 Penalty: 4114.963379
	Iteration 18Q: 3 clusters Score -272967.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -272973.562500 Penalty: 4114.963379
	Iteration 19Q: 3 clusters Score -272973.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -272977.531250 Penalty: 4114.963379
	Iteration 20F: 3 clusters Score -272977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -272979.218750 Penalty: 4114.963379
	Iteration 21Q: 3 clusters Score -272979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -272982.000000 Penalty: 4114.963379
	Iteration 22Q: 3 clusters Score -272982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -272983.843750 Penalty: 4114.963379
	Iteration 23Q: 3 clusters Score -272983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -272985.406250 Penalty: 4114.963379
	Iteration 24Q: 3 clusters Score -272985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -272986.625000 Penalty: 4114.963379
	Iteration 25Q: 3 clusters Score -272986.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -272988.031250 Penalty: 4114.963379
	Iteration 26Q: 3 clusters Score -272988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -272988.531250 Penalty: 4114.963379
	Iteration 27Q: 3 clusters Score -272988.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272989.000000 Penalty: 4114.963379
	Iteration 28Q: 3 clusters Score -272989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272990.031250 Penalty: 4114.963379
	Iteration 29Q: 3 clusters Score -272990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -272992.031250 Penalty: 4114.963379
	Iteration 30Q: 3 clusters Score -272992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -272991.406250 Penalty: 4114.963379
	Iteration 31Q: 3 clusters Score -272991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272992.406250 Penalty: 4114.963379
	Iteration 32Q: 3 clusters Score -272992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -272992.906250 Penalty: 4114.963379
	Iteration 33Q: 3 clusters Score -272992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272993.031250 Penalty: 4114.963379
	Iteration 34Q: 3 clusters Score -272993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -272993.031250 Penalty: 4114.963379
	Iteration 35F: 3 clusters Score -272993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (58990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Entering Unmasked Estep 
Score: -5243067.000000 Penalty: 2724.310547
	Iteration 0F: 2 clusters Score -5243067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -5203384.000000 Penalty: 5448.621094
	Iteration 0F: 3 clusters Score -5203384 nChanged 27338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5218390.500000 Penalty: 5448.621094
	Iteration 1F: 3 clusters Score -5218390 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -5218922.500000 Penalty: 5448.621094
	Iteration 2Q: 3 clusters Score -5218922 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -5219429.500000 Penalty: 5448.621094
	Iteration 3Q: 3 clusters Score -5219430 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5219868.000000 Penalty: 5448.621094
	Iteration 4Q: 3 clusters Score -5219868 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -5220357.000000 Penalty: 5448.621094
	Iteration 5Q: 3 clusters Score -5220357 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -5220904.000000 Penalty: 5448.621094
	Iteration 6Q: 3 clusters Score -5220904 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5221635.500000 Penalty: 5448.621094
	Iteration 7Q: 3 clusters Score -5221636 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5222564.500000 Penalty: 5448.621094
	Iteration 8Q: 3 clusters Score -5222564 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5224087.000000 Penalty: 5448.621094
	Iteration 9Q: 3 clusters Score -5224087 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5226341.000000 Penalty: 5448.621094
	Iteration 10F: 3 clusters Score -5226341 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -5229187.500000 Penalty: 5448.621094
	Iteration 11F: 3 clusters Score -5229188 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -5232282.500000 Penalty: 5448.621094
	Iteration 12F: 3 clusters Score -5232282 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5234881.500000 Penalty: 5448.621094
	Iteration 13F: 3 clusters Score -5234882 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -5236739.000000 Penalty: 5448.621094
	Iteration 14Q: 3 clusters Score -5236739 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5237893.000000 Penalty: 5448.621094
	Iteration 15Q: 3 clusters Score -5237893 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5238719.500000 Penalty: 5448.621094
	Iteration 16Q: 3 clusters Score -5238720 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5239303.000000 Penalty: 5448.621094
	Iteration 17Q: 3 clusters Score -5239303 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5239728.500000 Penalty: 5448.621094
	Iteration 18Q: 3 clusters Score -5239728 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5240026.000000 Penalty: 5448.621094
	Iteration 19Q: 3 clusters Score -5240026 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5240232.000000 Penalty: 5448.621094
	Iteration 20F: 3 clusters Score -5240232 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5240358.500000 Penalty: 5448.621094
	Iteration 21Q: 3 clusters Score -5240358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5240445.500000 Penalty: 5448.621094
	Iteration 22Q: 3 clusters Score -5240446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5240500.500000 Penalty: 5448.621094
	Iteration 23Q: 3 clusters Score -5240500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5240521.000000 Penalty: 5448.621094
	Iteration 24Q: 3 clusters Score -5240521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5240536.500000 Penalty: 5448.621094
	Iteration 25Q: 3 clusters Score -5240536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5240561.500000 Penalty: 5448.621094
	Iteration 26Q: 3 clusters Score -5240562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5240583.000000 Penalty: 5448.621094
	Iteration 27Q: 3 clusters Score -5240583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5240598.000000 Penalty: 5448.621094
	Iteration 28Q: 3 clusters Score -5240598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5240617.500000 Penalty: 5448.621094
	Iteration 29Q: 3 clusters Score -5240618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5240619.000000 Penalty: 5448.621094
	Iteration 30Q: 3 clusters Score -5240619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5240636.000000 Penalty: 5448.621094
	Iteration 31Q: 3 clusters Score -5240636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5240647.500000 Penalty: 5448.621094
	Iteration 32Q: 3 clusters Score -5240648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5240651.000000 Penalty: 5448.621094
	Iteration 33Q: 3 clusters Score -5240651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5240665.000000 Penalty: 5448.621094
	Iteration 34Q: 3 clusters Score -5240665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5240668.500000 Penalty: 5448.621094
	Iteration 35Q: 3 clusters Score -5240668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5240677.500000 Penalty: 5448.621094
	Iteration 36Q: 3 clusters Score -5240678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5240683.500000 Penalty: 5448.621094
	Iteration 37Q: 3 clusters Score -5240684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5240684.500000 Penalty: 5448.621094
	Iteration 38Q: 3 clusters Score -5240684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5240690.000000 Penalty: 5448.621094
	Iteration 39Q: 3 clusters Score -5240690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5240694.500000 Penalty: 5448.621094
	Iteration 40F: 3 clusters Score -5240694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5240696.000000 Penalty: 5448.621094
	Iteration 41Q: 3 clusters Score -5240696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5240694.000000 Penalty: 5448.621094
	Iteration 42Q: 3 clusters Score -5240694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5240700.500000 Penalty: 5448.621094
	Iteration 43Q: 3 clusters Score -5240700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5240704.500000 Penalty: 5448.621094
	Iteration 44Q: 3 clusters Score -5240704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5240703.000000 Penalty: 5448.621094
	Iteration 45Q: 3 clusters Score -5240703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5240705.500000 Penalty: 5448.621094
	Iteration 46Q: 3 clusters Score -5240706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5240707.500000 Penalty: 5448.621094
	Iteration 47Q: 3 clusters Score -5240708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5240706.000000 Penalty: 5448.621094
	Iteration 48Q: 3 clusters Score -5240706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5240709.500000 Penalty: 5448.621094
	Iteration 49Q: 3 clusters Score -5240710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5240714.000000 Penalty: 5448.621094
	Iteration 50Q: 3 clusters Score -5240714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5240714.000000 Penalty: 5448.621094
	Iteration 51Q: 3 clusters Score -5240714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5240715.000000 Penalty: 5448.621094
	Iteration 52Q: 3 clusters Score -5240715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5240721.000000 Penalty: 5448.621094
	Iteration 53Q: 3 clusters Score -5240721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5240718.000000 Penalty: 5448.621094
	Iteration 54Q: 3 clusters Score -5240718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5240718.000000 Penalty: 5448.621094
	Iteration 55F: 3 clusters Score -5240718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -424515.125000 Penalty: 2099.229736
	Iteration 0F: 2 clusters Score -424515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -420113.968750 Penalty: 4198.459473
	Iteration 0F: 3 clusters Score -420114 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -421158.000000 Penalty: 4198.459473
	Iteration 1F: 3 clusters Score -421158 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -421385.625000 Penalty: 4198.459473
	Iteration 2F: 3 clusters Score -421385.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -421522.625000 Penalty: 4198.459473
	Iteration 3F: 3 clusters Score -421522.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -421616.375000 Penalty: 4198.459473
	Iteration 4Q: 3 clusters Score -421616.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -421676.750000 Penalty: 4198.459473
	Iteration 5Q: 3 clusters Score -421676.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -421725.625000 Penalty: 4198.459473
	Iteration 6Q: 3 clusters Score -421725.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -421765.062500 Penalty: 4198.459473
	Iteration 7Q: 3 clusters Score -421765.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -421797.250000 Penalty: 4198.459473
	Iteration 8Q: 3 clusters Score -421797.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -421830.468750 Penalty: 4198.459473
	Iteration 9Q: 3 clusters Score -421830.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -421856.593750 Penalty: 4198.459473
	Iteration 10Q: 3 clusters Score -421856.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -421878.500000 Penalty: 4198.459473
	Iteration 11Q: 3 clusters Score -421878.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -421900.468750 Penalty: 4198.459473
	Iteration 12Q: 3 clusters Score -421900.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -421925.656250 Penalty: 4198.459473
	Iteration 13Q: 3 clusters Score -421925.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -421945.781250 Penalty: 4198.459473
	Iteration 14Q: 3 clusters Score -421945.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -421974.000000 Penalty: 4198.459473
	Iteration 15Q: 3 clusters Score -421974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -422004.625000 Penalty: 4198.459473
	Iteration 16Q: 3 clusters Score -422004.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -422039.593750 Penalty: 4198.459473
	Iteration 17Q: 3 clusters Score -422039.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -422075.437500 Penalty: 4198.459473
	Iteration 18Q: 3 clusters Score -422075.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -422112.500000 Penalty: 4198.459473
	Iteration 19Q: 3 clusters Score -422112.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -422143.656250 Penalty: 4198.459473
	Iteration 20F: 3 clusters Score -422143.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -422167.125000 Penalty: 4198.459473
	Iteration 21Q: 3 clusters Score -422167.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -422188.750000 Penalty: 4198.459473
	Iteration 22Q: 3 clusters Score -422188.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -422207.968750 Penalty: 4198.459473
	Iteration 23Q: 3 clusters Score -422208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -422226.406250 Penalty: 4198.459473
	Iteration 24Q: 3 clusters Score -422226.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -422240.218750 Penalty: 4198.459473
	Iteration 25Q: 3 clusters Score -422240.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -422246.531250 Penalty: 4198.459473
	Iteration 26Q: 3 clusters Score -422246.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -422256.625000 Penalty: 4198.459473
	Iteration 27Q: 3 clusters Score -422256.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -422266.468750 Penalty: 4198.459473
	Iteration 28Q: 3 clusters Score -422266.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -422277.718750 Penalty: 4198.459473
	Iteration 29Q: 3 clusters Score -422277.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -422292.656250 Penalty: 4198.459473
	Iteration 30Q: 3 clusters Score -422292.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -422306.156250 Penalty: 4198.459473
	Iteration 31Q: 3 clusters Score -422306.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -422317.437500 Penalty: 4198.459473
	Iteration 32Q: 3 clusters Score -422317.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -422327.812500 Penalty: 4198.459473
	Iteration 33Q: 3 clusters Score -422327.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -422336.218750 Penalty: 4198.459473
	Iteration 34Q: 3 clusters Score -422336.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -422351.656250 Penalty: 4198.459473
	Iteration 35Q: 3 clusters Score -422351.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -422362.531250 Penalty: 4198.459473
	Iteration 36Q: 3 clusters Score -422362.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -422373.906250 Penalty: 4198.459473
	Iteration 37Q: 3 clusters Score -422373.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -422385.906250 Penalty: 4198.459473
	Iteration 38Q: 3 clusters Score -422385.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -422398.000000 Penalty: 4198.459473
	Iteration 39Q: 3 clusters Score -422398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -422404.500000 Penalty: 4198.459473
	Iteration 40F: 3 clusters Score -422404.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -422409.125000 Penalty: 4198.459473
	Iteration 41Q: 3 clusters Score -422409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -422411.687500 Penalty: 4198.459473
	Iteration 42Q: 3 clusters Score -422411.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -422413.750000 Penalty: 4198.459473
	Iteration 43Q: 3 clusters Score -422413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -422415.812500 Penalty: 4198.459473
	Iteration 44Q: 3 clusters Score -422415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -422418.187500 Penalty: 4198.459473
	Iteration 45Q: 3 clusters Score -422418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -422418.250000 Penalty: 4198.459473
	Iteration 46Q: 3 clusters Score -422418.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -422418.375000 Penalty: 4198.459473
	Iteration 47Q: 3 clusters Score -422418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -422418.812500 Penalty: 4198.459473
	Iteration 48Q: 3 clusters Score -422418.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -422419.218750 Penalty: 4198.459473
	Iteration 49Q: 3 clusters Score -422419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -422419.281250 Penalty: 4198.459473
	Iteration 50Q: 3 clusters Score -422419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -422421.968750 Penalty: 4198.459473
	Iteration 51Q: 3 clusters Score -422422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -422423.468750 Penalty: 4198.459473
	Iteration 52Q: 3 clusters Score -422423.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -422423.843750 Penalty: 4198.459473
	Iteration 53Q: 3 clusters Score -422423.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -422426.468750 Penalty: 4198.459473
	Iteration 54Q: 3 clusters Score -422426.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -422428.843750 Penalty: 4198.459473
	Iteration 55Q: 3 clusters Score -422428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -422430.656250 Penalty: 4198.459473
	Iteration 56Q: 3 clusters Score -422430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -422431.718750 Penalty: 4198.459473
	Iteration 57Q: 3 clusters Score -422431.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -422433.531250 Penalty: 4198.459473
	Iteration 58Q: 3 clusters Score -422433.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -422435.000000 Penalty: 4198.459473
	Iteration 59Q: 3 clusters Score -422435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -422435.343750 Penalty: 4198.459473
	Iteration 60F: 3 clusters Score -422435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -422437.125000 Penalty: 4198.459473
	Iteration 61Q: 3 clusters Score -422437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -422436.937500 Penalty: 4198.459473
	Iteration 62Q: 3 clusters Score -422436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -422436.937500 Penalty: 4198.459473
	Iteration 63F: 3 clusters Score -422436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -77824.054688 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -77824.05 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 455 members 
Entering Unmasked Estep 
Score: -75931.031250 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -75931.03 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76209.000000 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -76209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76328.265625 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -76328.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76396.960938 Penalty: 3399.236328
	Iteration 3Q: 3 clusters Score -76396.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76425.289062 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -76425.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76460.093750 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -76460.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76488.585938 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -76488.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76514.156250 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -76514.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76537.539062 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -76537.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -76568.812500 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -76568.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76607.171875 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -76607.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76700.257812 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -76700.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76888.070312 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -76888.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77040.859375 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -77040.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77095.515625 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -77095.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77112.570312 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -77112.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77124.578125 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -77124.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77134.734375 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -77134.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77147.320312 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -77147.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77152.757812 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -77152.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77163.039062 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -77163.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77165.851562 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -77165.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77169.203125 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -77169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77173.882812 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -77173.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77182.265625 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -77182.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77190.304688 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -77190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77193.804688 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -77193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77195.195312 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -77195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77195.195312 Penalty: 3399.236328
	Iteration 28F: 3 clusters Score -77195.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17431 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 7986 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 53526 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16262 members 
Mstep: Class 14 contains 16950 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 100512 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23815 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 415533 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 329498 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22578 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15002 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11534 members 
Mstep: Class 33 contains 12467 members 
Mstep: Class 34 contains 1601 members 
Mstep: Class 35 contains 11256 members 
Mstep: Class 36 contains 4009 members 
Mstep: Class 37 contains 58990 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113005328.000000 Penalty: 139884.406250
Iteration 239Q: 41 clusters Score -1.130053e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9194 members 
Mstep: Class 3 contains 17462 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 17118 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 8024 members 
Mstep: Class 8 contains 7198 members 
Mstep: Class 9 contains 28543 members 
Mstep: Class 10 contains 53611 members 
Mstep: Class 11 contains 10031 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 16294 members 
Mstep: Class 14 contains 16953 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 7151 members 
Mstep: Class 17 contains 100513 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23950 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 415551 members 
Mstep: Class 23 contains 16469 members 
Mstep: Class 24 contains 329502 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 6538 members 
Mstep: Class 27 contains 22678 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 15002 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11582 members 
Mstep: Class 33 contains 12474 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 11271 members 
Mstep: Class 36 contains 3956 members 
Mstep: Class 37 contains 58992 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 7445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113005784.000000 Penalty: 139884.406250
Iteration 240F: 41 clusters Score -1.130058e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9189 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 17117 members 
Mstep: Class 6 contains 9892 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 28546 members 
Mstep: Class 10 contains 53581 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 16271 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 7108 members 
Mstep: Class 17 contains 100513 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23973 members 
Mstep: Class 21 contains 7035 members 
Mstep: Class 22 contains 415478 members 
Mstep: Class 23 contains 16470 members 
Mstep: Class 24 contains 329482 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 6540 members 
Mstep: Class 27 contains 22698 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3070 members 
Mstep: Class 30 contains 15003 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11614 members 
Mstep: Class 33 contains 12482 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 11265 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 58995 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006184.000000 Penalty: 139884.406250
Iteration 241Q: 41 clusters Score -1.130062e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 9187 members 
Mstep: Class 3 contains 17399 members 
Mstep: Class 4 contains 3877 members 
Mstep: Class 5 contains 17117 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 7992 members 
Mstep: Class 8 contains 7202 members 
Mstep: Class 9 contains 28547 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 16274 members 
Mstep: Class 14 contains 16953 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 7066 members 
Mstep: Class 17 contains 100512 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 23974 members 
Mstep: Class 21 contains 7040 members 
Mstep: Class 22 contains 415439 members 
Mstep: Class 23 contains 16470 members 
Mstep: Class 24 contains 329463 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 22714 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3069 members 
Mstep: Class 30 contains 15006 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11636 members 
Mstep: Class 33 contains 12495 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 11263 members 
Mstep: Class 36 contains 3901 members 
Mstep: Class 37 contains 59001 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006144.000000 Penalty: 139884.406250
Iteration 242Q: 41 clusters Score -1.130061e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9186 members 
Mstep: Class 3 contains 17385 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 17115 members 
Mstep: Class 6 contains 9887 members 
Mstep: Class 7 contains 7991 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 28552 members 
Mstep: Class 10 contains 53593 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 16273 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 100511 members 
Mstep: Class 18 contains 6323 members 
Mstep: Class 19 contains 13013 members 
Mstep: Class 20 contains 23977 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 415411 members 
Mstep: Class 23 contains 16471 members 
Mstep: Class 24 contains 329442 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 22722 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 3067 members 
Mstep: Class 30 contains 15007 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11660 members 
Mstep: Class 33 contains 12509 members 
Mstep: Class 34 contains 1621 members 
Mstep: Class 35 contains 11261 members 
Mstep: Class 36 contains 3905 members 
Mstep: Class 37 contains 59006 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 7786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006296.000000 Penalty: 139884.406250
Iteration 243Q: 41 clusters Score -1.130063e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17373 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 17115 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 7984 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 28557 members 
Mstep: Class 10 contains 53594 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 16264 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 100513 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 19 contains 13013 members 
Mstep: Class 20 contains 23971 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 415385 members 
Mstep: Class 23 contains 16470 members 
Mstep: Class 24 contains 329422 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 22734 members 
Mstep: Class 28 contains 26175 members 
Mstep: Class 29 contains 3066 members 
Mstep: Class 30 contains 15007 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11675 members 
Mstep: Class 33 contains 12512 members 
Mstep: Class 34 contains 1623 members 
Mstep: Class 35 contains 11267 members 
Mstep: Class 36 contains 3911 members 
Mstep: Class 37 contains 59015 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006152.000000 Penalty: 139884.406250
Iteration 244Q: 41 clusters Score -1.130062e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 17358 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 17115 members 
Mstep: Class 6 contains 9888 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 7195 members 
Mstep: Class 9 contains 28555 members 
Mstep: Class 10 contains 53598 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 16249 members 
Mstep: Class 14 contains 16949 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 6995 members 
Mstep: Class 17 contains 100515 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 13013 members 
Mstep: Class 20 contains 23976 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 415369 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 329406 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 22744 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 3066 members 
Mstep: Class 30 contains 15009 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11683 members 
Mstep: Class 33 contains 12519 members 
Mstep: Class 34 contains 1624 members 
Mstep: Class 35 contains 11270 members 
Mstep: Class 36 contains 3916 members 
Mstep: Class 37 contains 59026 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006288.000000 Penalty: 139884.406250
Iteration 245Q: 41 clusters Score -1.130063e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 17341 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 17115 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 7195 members 
Mstep: Class 9 contains 28557 members 
Mstep: Class 10 contains 53608 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 100517 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23991 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 415363 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329384 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 22751 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15010 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 11686 members 
Mstep: Class 33 contains 12525 members 
Mstep: Class 34 contains 1625 members 
Mstep: Class 35 contains 11272 members 
Mstep: Class 36 contains 3921 members 
Mstep: Class 37 contains 59036 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006256.000000 Penalty: 139884.406250
Iteration 246Q: 41 clusters Score -1.130063e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 9186 members 
Mstep: Class 3 contains 17329 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 17117 members 
Mstep: Class 6 contains 9885 members 
Mstep: Class 7 contains 7978 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 28557 members 
Mstep: Class 10 contains 53610 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 16226 members 
Mstep: Class 14 contains 16954 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 100517 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 415361 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 329370 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 22755 members 
Mstep: Class 28 contains 26182 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15009 members 
Mstep: Class 31 contains 8016 members 
Mstep: Class 32 contains 11688 members 
Mstep: Class 33 contains 12526 members 
Mstep: Class 34 contains 1627 members 
Mstep: Class 35 contains 11274 members 
Mstep: Class 36 contains 3926 members 
Mstep: Class 37 contains 59045 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006312.000000 Penalty: 139884.406250
Iteration 247Q: 41 clusters Score -1.130063e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 9185 members 
Mstep: Class 3 contains 17315 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 7975 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 28558 members 
Mstep: Class 10 contains 53613 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 13 contains 16230 members 
Mstep: Class 14 contains 16959 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 6988 members 
Mstep: Class 17 contains 100519 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23985 members 
Mstep: Class 21 contains 7052 members 
Mstep: Class 22 contains 415357 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329350 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 22759 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15009 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11695 members 
Mstep: Class 33 contains 12528 members 
Mstep: Class 34 contains 1629 members 
Mstep: Class 35 contains 11279 members 
Mstep: Class 36 contains 3926 members 
Mstep: Class 37 contains 59052 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006328.000000 Penalty: 139884.406250
Iteration 248Q: 41 clusters Score -1.130063e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17308 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 17122 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53612 members 
Mstep: Class 11 contains 10029 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 16228 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 6991 members 
Mstep: Class 17 contains 100519 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23986 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 415352 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329339 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 22760 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15009 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11698 members 
Mstep: Class 33 contains 12530 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 11284 members 
Mstep: Class 36 contains 3925 members 
Mstep: Class 37 contains 59058 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006424.000000 Penalty: 139884.406250
Iteration 249Q: 41 clusters Score -1.130064e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 17300 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 17121 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53610 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 16217 members 
Mstep: Class 14 contains 16953 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 17 contains 100522 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23984 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 415354 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329330 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 22764 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15010 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 11701 members 
Mstep: Class 33 contains 12534 members 
Mstep: Class 34 contains 1630 members 
Mstep: Class 35 contains 11289 members 
Mstep: Class 36 contains 3925 members 
Mstep: Class 37 contains 59068 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006400.000000 Penalty: 139884.406250
Iteration 250Q: 41 clusters Score -1.130064e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 17290 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 17122 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 7975 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53606 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16216 members 
Mstep: Class 14 contains 16953 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 100521 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23979 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 415352 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 329323 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15010 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11704 members 
Mstep: Class 33 contains 12536 members 
Mstep: Class 34 contains 1631 members 
Mstep: Class 35 contains 11291 members 
Mstep: Class 36 contains 3927 members 
Mstep: Class 37 contains 59080 members 
Mstep: Class 38 contains 4745 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006384.000000 Penalty: 139884.406250
Iteration 251Q: 41 clusters Score -1.130064e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9182 members 
Mstep: Class 3 contains 17288 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 28560 members 
Mstep: Class 10 contains 53604 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16211 members 
Mstep: Class 14 contains 16954 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7009 members 
Mstep: Class 17 contains 100520 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23983 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 415346 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 329311 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22767 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15011 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11708 members 
Mstep: Class 33 contains 12536 members 
Mstep: Class 34 contains 1632 members 
Mstep: Class 35 contains 11292 members 
Mstep: Class 36 contains 3928 members 
Mstep: Class 37 contains 59087 members 
Mstep: Class 38 contains 4745 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006480.000000 Penalty: 139884.406250
Iteration 252Q: 41 clusters Score -1.130065e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9183 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28560 members 
Mstep: Class 10 contains 53600 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16211 members 
Mstep: Class 14 contains 16954 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 100520 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23991 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 415340 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 329303 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22768 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15013 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11711 members 
Mstep: Class 33 contains 12537 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11293 members 
Mstep: Class 36 contains 3927 members 
Mstep: Class 37 contains 59090 members 
Mstep: Class 38 contains 4745 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006400.000000 Penalty: 139884.406250
Iteration 253Q: 41 clusters Score -1.130064e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17277 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53597 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16209 members 
Mstep: Class 14 contains 16954 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7009 members 
Mstep: Class 17 contains 100520 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23994 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415339 members 
Mstep: Class 23 contains 16459 members 
Mstep: Class 24 contains 329298 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22772 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15015 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11713 members 
Mstep: Class 33 contains 12536 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11295 members 
Mstep: Class 36 contains 3929 members 
Mstep: Class 37 contains 59091 members 
Mstep: Class 38 contains 4745 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006376.000000 Penalty: 139884.406250
Iteration 254Q: 41 clusters Score -1.130064e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17271 members 
Mstep: Class 4 contains 3869 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53595 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 16954 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7010 members 
Mstep: Class 17 contains 100520 members 
Mstep: Class 18 contains 6317 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23992 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415336 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329296 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22778 members 
Mstep: Class 28 contains 26185 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15016 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11716 members 
Mstep: Class 33 contains 12536 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11297 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59091 members 
Mstep: Class 38 contains 4745 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006344.000000 Penalty: 139884.406250
Iteration 255Q: 41 clusters Score -1.130063e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17267 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53594 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 16955 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 100520 members 
Mstep: Class 18 contains 6315 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23997 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415334 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329290 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22781 members 
Mstep: Class 28 contains 26185 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11716 members 
Mstep: Class 33 contains 12537 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11297 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59092 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006296.000000 Penalty: 139884.406250
Iteration 256Q: 41 clusters Score -1.130063e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17265 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28560 members 
Mstep: Class 10 contains 53592 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7013 members 
Mstep: Class 17 contains 100521 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23994 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415329 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 329289 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22785 members 
Mstep: Class 28 contains 26186 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11719 members 
Mstep: Class 33 contains 12540 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11297 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59095 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006328.000000 Penalty: 139884.406250
Iteration 257Q: 41 clusters Score -1.130063e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53592 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16204 members 
Mstep: Class 14 contains 16955 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 100522 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23994 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 415327 members 
Mstep: Class 23 contains 16462 members 
Mstep: Class 24 contains 329284 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22789 members 
Mstep: Class 28 contains 26187 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11721 members 
Mstep: Class 33 contains 12540 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59100 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006376.000000 Penalty: 139884.406250
Iteration 258Q: 41 clusters Score -1.130064e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17262 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7971 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53593 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100522 members 
Mstep: Class 18 contains 6313 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23991 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 415325 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329277 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22793 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11723 members 
Mstep: Class 33 contains 12541 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59105 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006328.000000 Penalty: 139884.406250
Iteration 259Q: 41 clusters Score -1.130063e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7972 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28561 members 
Mstep: Class 10 contains 53591 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16204 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100521 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23989 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 415323 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329273 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22795 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11725 members 
Mstep: Class 33 contains 12541 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59110 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006360.000000 Penalty: 139884.406250
Iteration 260F: 41 clusters Score -1.130064e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28562 members 
Mstep: Class 10 contains 53589 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16204 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100518 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23991 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 415322 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329271 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22797 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12541 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59115 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006376.000000 Penalty: 139884.406250
Iteration 261Q: 41 clusters Score -1.130064e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17125 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7969 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28563 members 
Mstep: Class 10 contains 53588 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100517 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23991 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415321 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329272 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22798 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12541 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59116 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006352.000000 Penalty: 139884.406250
Iteration 262Q: 41 clusters Score -1.130064e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28564 members 
Mstep: Class 10 contains 53586 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100517 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23989 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415322 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329270 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 22800 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15017 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59119 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006344.000000 Penalty: 139884.406250
Iteration 263Q: 41 clusters Score -1.130063e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28565 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100517 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415321 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329269 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22801 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15015 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1634 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59122 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006360.000000 Penalty: 139884.406250
Iteration 264Q: 41 clusters Score -1.130064e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17124 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28565 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100517 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 415320 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329267 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22801 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15014 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1636 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59126 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006408.000000 Penalty: 139884.406250
Iteration 265Q: 41 clusters Score -1.130064e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28565 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100518 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23986 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415320 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329266 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22801 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15014 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59127 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006400.000000 Penalty: 139884.406250
Iteration 266Q: 41 clusters Score -1.130064e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28565 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100518 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415319 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329266 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22801 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15014 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59127 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006392.000000 Penalty: 139884.406250
Iteration 267Q: 41 clusters Score -1.130064e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28565 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100518 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415319 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329266 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22801 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15014 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59127 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113006392.000000 Penalty: 139884.406250
Iteration 268F: 41 clusters Score -1.130064e+08 nChanged 0
Entering ConstructFrom: 
Score: -113006392.000000 Penalty: 139884.406250
Entering ConstructFrom: 
Trying to split cluster 1 (10826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Entering Unmasked Estep 
Score: -926846.937500 Penalty: 2303.847168
	Iteration 0F: 2 clusters Score -926846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -918716.000000 Penalty: 4607.694336
	Iteration 0F: 3 clusters Score -918716 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -921282.000000 Penalty: 4607.694336
	Iteration 1F: 3 clusters Score -921282 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -921780.750000 Penalty: 4607.694336
	Iteration 2F: 3 clusters Score -921780.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -922194.687500 Penalty: 4607.694336
	Iteration 3F: 3 clusters Score -922194.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -922620.187500 Penalty: 4607.694336
	Iteration 4F: 3 clusters Score -922620.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -923060.062500 Penalty: 4607.694336
	Iteration 5F: 3 clusters Score -923060.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -923483.875000 Penalty: 4607.694336
	Iteration 6F: 3 clusters Score -923483.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -923940.187500 Penalty: 4607.694336
	Iteration 7F: 3 clusters Score -923940.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -924440.250000 Penalty: 4607.694336
	Iteration 8F: 3 clusters Score -924440.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -924946.000000 Penalty: 4607.694336
	Iteration 9F: 3 clusters Score -924946 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -925362.062500 Penalty: 4607.694336
	Iteration 10Q: 3 clusters Score -925362.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -925579.312500 Penalty: 4607.694336
	Iteration 11Q: 3 clusters Score -925579.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -925683.687500 Penalty: 4607.694336
	Iteration 12Q: 3 clusters Score -925683.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -925743.000000 Penalty: 4607.694336
	Iteration 13Q: 3 clusters Score -925743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -925784.000000 Penalty: 4607.694336
	Iteration 14Q: 3 clusters Score -925784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -925810.625000 Penalty: 4607.694336
	Iteration 15Q: 3 clusters Score -925810.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -925836.875000 Penalty: 4607.694336
	Iteration 16Q: 3 clusters Score -925836.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -925851.187500 Penalty: 4607.694336
	Iteration 17Q: 3 clusters Score -925851.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -925858.000000 Penalty: 4607.694336
	Iteration 18Q: 3 clusters Score -925858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -925860.812500 Penalty: 4607.694336
	Iteration 19Q: 3 clusters Score -925860.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -925864.187500 Penalty: 4607.694336
	Iteration 20F: 3 clusters Score -925864.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -925869.625000 Penalty: 4607.694336
	Iteration 21Q: 3 clusters Score -925869.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -925875.687500 Penalty: 4607.694336
	Iteration 22Q: 3 clusters Score -925875.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -925885.062500 Penalty: 4607.694336
	Iteration 23Q: 3 clusters Score -925885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -925898.437500 Penalty: 4607.694336
	Iteration 24Q: 3 clusters Score -925898.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -925916.625000 Penalty: 4607.694336
	Iteration 25Q: 3 clusters Score -925916.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -925936.562500 Penalty: 4607.694336
	Iteration 26Q: 3 clusters Score -925936.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -925949.062500 Penalty: 4607.694336
	Iteration 27Q: 3 clusters Score -925949.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -925956.125000 Penalty: 4607.694336
	Iteration 28Q: 3 clusters Score -925956.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -925971.000000 Penalty: 4607.694336
	Iteration 29Q: 3 clusters Score -925971 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -925982.812500 Penalty: 4607.694336
	Iteration 30Q: 3 clusters Score -925982.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -925994.937500 Penalty: 4607.694336
	Iteration 31Q: 3 clusters Score -925994.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -926007.562500 Penalty: 4607.694336
	Iteration 32Q: 3 clusters Score -926007.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -926016.625000 Penalty: 4607.694336
	Iteration 33Q: 3 clusters Score -926016.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -926033.000000 Penalty: 4607.694336
	Iteration 34Q: 3 clusters Score -926033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -926044.312500 Penalty: 4607.694336
	Iteration 35Q: 3 clusters Score -926044.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -926055.812500 Penalty: 4607.694336
	Iteration 36Q: 3 clusters Score -926055.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -926067.250000 Penalty: 4607.694336
	Iteration 37Q: 3 clusters Score -926067.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -926081.375000 Penalty: 4607.694336
	Iteration 38Q: 3 clusters Score -926081.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -926098.312500 Penalty: 4607.694336
	Iteration 39Q: 3 clusters Score -926098.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -926111.625000 Penalty: 4607.694336
	Iteration 40F: 3 clusters Score -926111.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -926119.625000 Penalty: 4607.694336
	Iteration 41Q: 3 clusters Score -926119.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -926130.375000 Penalty: 4607.694336
	Iteration 42Q: 3 clusters Score -926130.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -926147.000000 Penalty: 4607.694336
	Iteration 43Q: 3 clusters Score -926147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -926159.937500 Penalty: 4607.694336
	Iteration 44Q: 3 clusters Score -926159.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -926171.562500 Penalty: 4607.694336
	Iteration 45Q: 3 clusters Score -926171.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -926180.500000 Penalty: 4607.694336
	Iteration 46Q: 3 clusters Score -926180.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -926187.687500 Penalty: 4607.694336
	Iteration 47Q: 3 clusters Score -926187.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -926194.187500 Penalty: 4607.694336
	Iteration 48Q: 3 clusters Score -926194.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -926203.687500 Penalty: 4607.694336
	Iteration 49Q: 3 clusters Score -926203.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -926211.437500 Penalty: 4607.694336
	Iteration 50Q: 3 clusters Score -926211.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -926219.625000 Penalty: 4607.694336
	Iteration 51Q: 3 clusters Score -926219.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -926224.875000 Penalty: 4607.694336
	Iteration 52Q: 3 clusters Score -926224.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -926234.437500 Penalty: 4607.694336
	Iteration 53Q: 3 clusters Score -926234.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -926238.187500 Penalty: 4607.694336
	Iteration 54Q: 3 clusters Score -926238.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -926243.625000 Penalty: 4607.694336
	Iteration 55Q: 3 clusters Score -926243.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -926247.312500 Penalty: 4607.694336
	Iteration 56Q: 3 clusters Score -926247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -926252.687500 Penalty: 4607.694336
	Iteration 57Q: 3 clusters Score -926252.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -926256.625000 Penalty: 4607.694336
	Iteration 58Q: 3 clusters Score -926256.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -926264.500000 Penalty: 4607.694336
	Iteration 59Q: 3 clusters Score -926264.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -926270.500000 Penalty: 4607.694336
	Iteration 60F: 3 clusters Score -926270.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -926277.500000 Penalty: 4607.694336
	Iteration 61Q: 3 clusters Score -926277.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -926283.937500 Penalty: 4607.694336
	Iteration 62Q: 3 clusters Score -926283.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -926287.250000 Penalty: 4607.694336
	Iteration 63Q: 3 clusters Score -926287.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -926297.562500 Penalty: 4607.694336
	Iteration 64Q: 3 clusters Score -926297.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -926303.187500 Penalty: 4607.694336
	Iteration 65Q: 3 clusters Score -926303.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -926311.750000 Penalty: 4607.694336
	Iteration 66Q: 3 clusters Score -926311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -926319.437500 Penalty: 4607.694336
	Iteration 67Q: 3 clusters Score -926319.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -926329.250000 Penalty: 4607.694336
	Iteration 68Q: 3 clusters Score -926329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -926333.625000 Penalty: 4607.694336
	Iteration 69Q: 3 clusters Score -926333.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -926337.875000 Penalty: 4607.694336
	Iteration 70Q: 3 clusters Score -926337.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -926341.125000 Penalty: 4607.694336
	Iteration 71Q: 3 clusters Score -926341.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -926344.812500 Penalty: 4607.694336
	Iteration 72Q: 3 clusters Score -926344.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -926345.562500 Penalty: 4607.694336
	Iteration 73Q: 3 clusters Score -926345.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -926348.187500 Penalty: 4607.694336
	Iteration 74Q: 3 clusters Score -926348.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -926349.437500 Penalty: 4607.694336
	Iteration 75Q: 3 clusters Score -926349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -926349.687500 Penalty: 4607.694336
	Iteration 76Q: 3 clusters Score -926349.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -926351.062500 Penalty: 4607.694336
	Iteration 77Q: 3 clusters Score -926351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -926352.125000 Penalty: 4607.694336
	Iteration 78Q: 3 clusters Score -926352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -926356.500000 Penalty: 4607.694336
	Iteration 79Q: 3 clusters Score -926356.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -926356.875000 Penalty: 4607.694336
	Iteration 80F: 3 clusters Score -926356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -926358.000000 Penalty: 4607.694336
	Iteration 81Q: 3 clusters Score -926358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -926360.375000 Penalty: 4607.694336
	Iteration 82Q: 3 clusters Score -926360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -926362.812500 Penalty: 4607.694336
	Iteration 83Q: 3 clusters Score -926362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -926361.812500 Penalty: 4607.694336
	Iteration 84Q: 3 clusters Score -926361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -926361.625000 Penalty: 4607.694336
	Iteration 85Q: 3 clusters Score -926361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -926360.812500 Penalty: 4607.694336
	Iteration 86Q: 3 clusters Score -926360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -926363.312500 Penalty: 4607.694336
	Iteration 87Q: 3 clusters Score -926363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -926363.312500 Penalty: 4607.694336
	Iteration 88Q: 3 clusters Score -926363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -926362.250000 Penalty: 4607.694336
	Iteration 89Q: 3 clusters Score -926362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -926361.500000 Penalty: 4607.694336
	Iteration 90Q: 3 clusters Score -926361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -926361.500000 Penalty: 4607.694336
	Iteration 91F: 3 clusters Score -926361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Entering Unmasked Estep 
Score: -767372.937500 Penalty: 2263.054199
	Iteration 0F: 2 clusters Score -767372.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -760288.812500 Penalty: 4526.108398
	Iteration 0F: 3 clusters Score -760288.8 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -762252.812500 Penalty: 4526.108398
	Iteration 1F: 3 clusters Score -762252.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -762558.375000 Penalty: 4526.108398
	Iteration 2F: 3 clusters Score -762558.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -762794.500000 Penalty: 4526.108398
	Iteration 3F: 3 clusters Score -762794.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -763015.625000 Penalty: 4526.108398
	Iteration 4Q: 3 clusters Score -763015.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -763234.312500 Penalty: 4526.108398
	Iteration 5Q: 3 clusters Score -763234.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -763509.437500 Penalty: 4526.108398
	Iteration 6Q: 3 clusters Score -763509.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -763877.937500 Penalty: 4526.108398
	Iteration 7F: 3 clusters Score -763877.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -764237.937500 Penalty: 4526.108398
	Iteration 8F: 3 clusters Score -764237.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -764556.562500 Penalty: 4526.108398
	Iteration 9Q: 3 clusters Score -764556.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -764842.062500 Penalty: 4526.108398
	Iteration 10Q: 3 clusters Score -764842.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -765030.687500 Penalty: 4526.108398
	Iteration 11Q: 3 clusters Score -765030.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -765172.687500 Penalty: 4526.108398
	Iteration 12Q: 3 clusters Score -765172.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -765272.437500 Penalty: 4526.108398
	Iteration 13Q: 3 clusters Score -765272.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -765382.187500 Penalty: 4526.108398
	Iteration 14Q: 3 clusters Score -765382.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -765516.000000 Penalty: 4526.108398
	Iteration 15Q: 3 clusters Score -765516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -765689.312500 Penalty: 4526.108398
	Iteration 16Q: 3 clusters Score -765689.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -765913.125000 Penalty: 4526.108398
	Iteration 17Q: 3 clusters Score -765913.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -766138.437500 Penalty: 4526.108398
	Iteration 18Q: 3 clusters Score -766138.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -766273.062500 Penalty: 4526.108398
	Iteration 19Q: 3 clusters Score -766273.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -766353.312500 Penalty: 4526.108398
	Iteration 20F: 3 clusters Score -766353.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -766389.125000 Penalty: 4526.108398
	Iteration 21Q: 3 clusters Score -766389.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -766405.625000 Penalty: 4526.108398
	Iteration 22Q: 3 clusters Score -766405.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -766418.062500 Penalty: 4526.108398
	Iteration 23Q: 3 clusters Score -766418.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -766424.312500 Penalty: 4526.108398
	Iteration 24Q: 3 clusters Score -766424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -766424.625000 Penalty: 4526.108398
	Iteration 25Q: 3 clusters Score -766424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -766424.625000 Penalty: 4526.108398
	Iteration 26F: 3 clusters Score -766424.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Entering Unmasked Estep 
Score: -1518662.375000 Penalty: 2419.567627
	Iteration 0F: 2 clusters Score -1518662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1506398.625000 Penalty: 4839.135254
	Iteration 0F: 3 clusters Score -1506399 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1510540.250000 Penalty: 4839.135254
	Iteration 1F: 3 clusters Score -1510540 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1511112.500000 Penalty: 4839.135254
	Iteration 2F: 3 clusters Score -1511112 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1511747.125000 Penalty: 4839.135254
	Iteration 3F: 3 clusters Score -1511747 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1512535.875000 Penalty: 4839.135254
	Iteration 4F: 3 clusters Score -1512536 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1513460.125000 Penalty: 4839.135254
	Iteration 5F: 3 clusters Score -1513460 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1514284.375000 Penalty: 4839.135254
	Iteration 6F: 3 clusters Score -1514284 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1514975.625000 Penalty: 4839.135254
	Iteration 7F: 3 clusters Score -1514976 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1515529.875000 Penalty: 4839.135254
	Iteration 8Q: 3 clusters Score -1515530 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1516033.375000 Penalty: 4839.135254
	Iteration 9Q: 3 clusters Score -1516033 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1516407.250000 Penalty: 4839.135254
	Iteration 10Q: 3 clusters Score -1516407 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1516682.250000 Penalty: 4839.135254
	Iteration 11Q: 3 clusters Score -1516682 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1516849.625000 Penalty: 4839.135254
	Iteration 12Q: 3 clusters Score -1516850 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1516951.125000 Penalty: 4839.135254
	Iteration 13Q: 3 clusters Score -1516951 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1517033.750000 Penalty: 4839.135254
	Iteration 14Q: 3 clusters Score -1517034 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1517110.000000 Penalty: 4839.135254
	Iteration 15Q: 3 clusters Score -1517110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1517173.125000 Penalty: 4839.135254
	Iteration 16Q: 3 clusters Score -1517173 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1517233.625000 Penalty: 4839.135254
	Iteration 17Q: 3 clusters Score -1517234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1517301.500000 Penalty: 4839.135254
	Iteration 18Q: 3 clusters Score -1517302 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1517398.375000 Penalty: 4839.135254
	Iteration 19Q: 3 clusters Score -1517398 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1517548.375000 Penalty: 4839.135254
	Iteration 20F: 3 clusters Score -1517548 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1517746.125000 Penalty: 4839.135254
	Iteration 21Q: 3 clusters Score -1517746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1517977.250000 Penalty: 4839.135254
	Iteration 22Q: 3 clusters Score -1517977 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1518131.000000 Penalty: 4839.135254
	Iteration 23Q: 3 clusters Score -1518131 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1518191.750000 Penalty: 4839.135254
	Iteration 24Q: 3 clusters Score -1518192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1518209.375000 Penalty: 4839.135254
	Iteration 25Q: 3 clusters Score -1518209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1518220.000000 Penalty: 4839.135254
	Iteration 26Q: 3 clusters Score -1518220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1518222.750000 Penalty: 4839.135254
	Iteration 27Q: 3 clusters Score -1518223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1518226.125000 Penalty: 4839.135254
	Iteration 28Q: 3 clusters Score -1518226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1518230.000000 Penalty: 4839.135254
	Iteration 29Q: 3 clusters Score -1518230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1518226.625000 Penalty: 4839.135254
	Iteration 30Q: 3 clusters Score -1518227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1518227.375000 Penalty: 4839.135254
	Iteration 31Q: 3 clusters Score -1518227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1518229.625000 Penalty: 4839.135254
	Iteration 32Q: 3 clusters Score -1518230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1518228.875000 Penalty: 4839.135254
	Iteration 33Q: 3 clusters Score -1518229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1518229.750000 Penalty: 4839.135254
	Iteration 34Q: 3 clusters Score -1518230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1518229.750000 Penalty: 4839.135254
	Iteration 35F: 3 clusters Score -1518230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -319605.843750 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -319605.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -315764.000000 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -315764 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -316625.187500 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -316625.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -316816.062500 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -316816.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -316948.000000 Penalty: 4097.204590
	Iteration 3F: 3 clusters Score -316948 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -317048.656250 Penalty: 4097.204590
	Iteration 4Q: 3 clusters Score -317048.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -317137.343750 Penalty: 4097.204590
	Iteration 5Q: 3 clusters Score -317137.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -317201.375000 Penalty: 4097.204590
	Iteration 6Q: 3 clusters Score -317201.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -317259.156250 Penalty: 4097.204590
	Iteration 7Q: 3 clusters Score -317259.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -317305.593750 Penalty: 4097.204590
	Iteration 8Q: 3 clusters Score -317305.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -317347.156250 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -317347.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -317379.968750 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -317380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -317401.937500 Penalty: 4097.204590
	Iteration 11Q: 3 clusters Score -317401.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -317422.593750 Penalty: 4097.204590
	Iteration 12Q: 3 clusters Score -317422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -317441.906250 Penalty: 4097.204590
	Iteration 13Q: 3 clusters Score -317441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -317462.062500 Penalty: 4097.204590
	Iteration 14Q: 3 clusters Score -317462.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -317481.093750 Penalty: 4097.204590
	Iteration 15Q: 3 clusters Score -317481.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -317500.625000 Penalty: 4097.204590
	Iteration 16Q: 3 clusters Score -317500.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -317523.500000 Penalty: 4097.204590
	Iteration 17Q: 3 clusters Score -317523.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -317542.875000 Penalty: 4097.204590
	Iteration 18Q: 3 clusters Score -317542.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -317562.500000 Penalty: 4097.204590
	Iteration 19Q: 3 clusters Score -317562.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -317580.937500 Penalty: 4097.204590
	Iteration 20F: 3 clusters Score -317580.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -317596.531250 Penalty: 4097.204590
	Iteration 21Q: 3 clusters Score -317596.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -317608.625000 Penalty: 4097.204590
	Iteration 22Q: 3 clusters Score -317608.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -317621.187500 Penalty: 4097.204590
	Iteration 23Q: 3 clusters Score -317621.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -317633.812500 Penalty: 4097.204590
	Iteration 24Q: 3 clusters Score -317633.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -317645.406250 Penalty: 4097.204590
	Iteration 25Q: 3 clusters Score -317645.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -317653.531250 Penalty: 4097.204590
	Iteration 26Q: 3 clusters Score -317653.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -317664.250000 Penalty: 4097.204590
	Iteration 27Q: 3 clusters Score -317664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -317672.343750 Penalty: 4097.204590
	Iteration 28Q: 3 clusters Score -317672.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -317681.375000 Penalty: 4097.204590
	Iteration 29Q: 3 clusters Score -317681.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -317690.968750 Penalty: 4097.204590
	Iteration 30Q: 3 clusters Score -317691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -317699.406250 Penalty: 4097.204590
	Iteration 31Q: 3 clusters Score -317699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -317708.125000 Penalty: 4097.204590
	Iteration 32Q: 3 clusters Score -317708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -317712.843750 Penalty: 4097.204590
	Iteration 33Q: 3 clusters Score -317712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -317714.968750 Penalty: 4097.204590
	Iteration 34Q: 3 clusters Score -317715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -317716.187500 Penalty: 4097.204590
	Iteration 35Q: 3 clusters Score -317716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -317717.437500 Penalty: 4097.204590
	Iteration 36Q: 3 clusters Score -317717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -317718.843750 Penalty: 4097.204590
	Iteration 37Q: 3 clusters Score -317718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -317720.125000 Penalty: 4097.204590
	Iteration 38Q: 3 clusters Score -317720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -317722.843750 Penalty: 4097.204590
	Iteration 39Q: 3 clusters Score -317722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -317726.968750 Penalty: 4097.204590
	Iteration 40F: 3 clusters Score -317727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -317728.656250 Penalty: 4097.204590
	Iteration 41Q: 3 clusters Score -317728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -317733.718750 Penalty: 4097.204590
	Iteration 42Q: 3 clusters Score -317733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -317736.000000 Penalty: 4097.204590
	Iteration 43Q: 3 clusters Score -317736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -317737.218750 Penalty: 4097.204590
	Iteration 44Q: 3 clusters Score -317737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -317741.375000 Penalty: 4097.204590
	Iteration 45Q: 3 clusters Score -317741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -317743.250000 Penalty: 4097.204590
	Iteration 46Q: 3 clusters Score -317743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -317747.156250 Penalty: 4097.204590
	Iteration 47Q: 3 clusters Score -317747.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -317758.062500 Penalty: 4097.204590
	Iteration 48Q: 3 clusters Score -317758.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -317766.625000 Penalty: 4097.204590
	Iteration 49Q: 3 clusters Score -317766.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -317776.875000 Penalty: 4097.204590
	Iteration 50Q: 3 clusters Score -317776.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -317790.843750 Penalty: 4097.204590
	Iteration 51Q: 3 clusters Score -317790.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -317801.500000 Penalty: 4097.204590
	Iteration 52Q: 3 clusters Score -317801.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -317813.375000 Penalty: 4097.204590
	Iteration 53Q: 3 clusters Score -317813.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -317832.687500 Penalty: 4097.204590
	Iteration 54Q: 3 clusters Score -317832.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -317853.968750 Penalty: 4097.204590
	Iteration 55Q: 3 clusters Score -317854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -317870.218750 Penalty: 4097.204590
	Iteration 56Q: 3 clusters Score -317870.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -317884.093750 Penalty: 4097.204590
	Iteration 57Q: 3 clusters Score -317884.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -317897.218750 Penalty: 4097.204590
	Iteration 58Q: 3 clusters Score -317897.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -317908.375000 Penalty: 4097.204590
	Iteration 59Q: 3 clusters Score -317908.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -317920.843750 Penalty: 4097.204590
	Iteration 60F: 3 clusters Score -317920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -317934.187500 Penalty: 4097.204590
	Iteration 61Q: 3 clusters Score -317934.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -317947.250000 Penalty: 4097.204590
	Iteration 62Q: 3 clusters Score -317947.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -317959.687500 Penalty: 4097.204590
	Iteration 63Q: 3 clusters Score -317959.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -317970.156250 Penalty: 4097.204590
	Iteration 64Q: 3 clusters Score -317970.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -317979.437500 Penalty: 4097.204590
	Iteration 65Q: 3 clusters Score -317979.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -317990.843750 Penalty: 4097.204590
	Iteration 66Q: 3 clusters Score -317990.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -318010.343750 Penalty: 4097.204590
	Iteration 67Q: 3 clusters Score -318010.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -318030.937500 Penalty: 4097.204590
	Iteration 68Q: 3 clusters Score -318030.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -318048.250000 Penalty: 4097.204590
	Iteration 69Q: 3 clusters Score -318048.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -318063.437500 Penalty: 4097.204590
	Iteration 70Q: 3 clusters Score -318063.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -318082.343750 Penalty: 4097.204590
	Iteration 71Q: 3 clusters Score -318082.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -318109.218750 Penalty: 4097.204590
	Iteration 72Q: 3 clusters Score -318109.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -318150.625000 Penalty: 4097.204590
	Iteration 73Q: 3 clusters Score -318150.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -318195.812500 Penalty: 4097.204590
	Iteration 74Q: 3 clusters Score -318195.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -318249.406250 Penalty: 4097.204590
	Iteration 75Q: 3 clusters Score -318249.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -318334.093750 Penalty: 4097.204590
	Iteration 76Q: 3 clusters Score -318334.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -318442.156250 Penalty: 4097.204590
	Iteration 77Q: 3 clusters Score -318442.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -318522.187500 Penalty: 4097.204590
	Iteration 78Q: 3 clusters Score -318522.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -318570.062500 Penalty: 4097.204590
	Iteration 79Q: 3 clusters Score -318570.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -318595.218750 Penalty: 4097.204590
	Iteration 80F: 3 clusters Score -318595.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -318617.281250 Penalty: 4097.204590
	Iteration 81Q: 3 clusters Score -318617.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -318631.000000 Penalty: 4097.204590
	Iteration 82Q: 3 clusters Score -318631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -318644.906250 Penalty: 4097.204590
	Iteration 83Q: 3 clusters Score -318644.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -318657.781250 Penalty: 4097.204590
	Iteration 84Q: 3 clusters Score -318657.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -318673.968750 Penalty: 4097.204590
	Iteration 85Q: 3 clusters Score -318674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -318685.968750 Penalty: 4097.204590
	Iteration 86Q: 3 clusters Score -318686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -318699.187500 Penalty: 4097.204590
	Iteration 87Q: 3 clusters Score -318699.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -318709.000000 Penalty: 4097.204590
	Iteration 88Q: 3 clusters Score -318709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -318713.343750 Penalty: 4097.204590
	Iteration 89Q: 3 clusters Score -318713.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -318716.375000 Penalty: 4097.204590
	Iteration 90Q: 3 clusters Score -318716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -318717.843750 Penalty: 4097.204590
	Iteration 91Q: 3 clusters Score -318717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -318718.968750 Penalty: 4097.204590
	Iteration 92Q: 3 clusters Score -318719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -318720.250000 Penalty: 4097.204590
	Iteration 93Q: 3 clusters Score -318720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -318722.062500 Penalty: 4097.204590
	Iteration 94Q: 3 clusters Score -318722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -318723.187500 Penalty: 4097.204590
	Iteration 95Q: 3 clusters Score -318723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -318723.281250 Penalty: 4097.204590
	Iteration 96Q: 3 clusters Score -318723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -318723.281250 Penalty: 4097.204590
	Iteration 97F: 3 clusters Score -318723.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Entering Unmasked Estep 
Score: -1525631.500000 Penalty: 2417.548096
	Iteration 0F: 2 clusters Score -1525632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1513438.500000 Penalty: 4835.096191
	Iteration 0F: 3 clusters Score -1513438 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1517210.500000 Penalty: 4835.096191
	Iteration 1F: 3 clusters Score -1517210 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1517560.250000 Penalty: 4835.096191
	Iteration 2F: 3 clusters Score -1517560 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1517852.125000 Penalty: 4835.096191
	Iteration 3Q: 3 clusters Score -1517852 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1518124.875000 Penalty: 4835.096191
	Iteration 4Q: 3 clusters Score -1518125 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1518373.500000 Penalty: 4835.096191
	Iteration 5Q: 3 clusters Score -1518374 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1518616.125000 Penalty: 4835.096191
	Iteration 6Q: 3 clusters Score -1518616 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1518869.000000 Penalty: 4835.096191
	Iteration 7Q: 3 clusters Score -1518869 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1519183.125000 Penalty: 4835.096191
	Iteration 8Q: 3 clusters Score -1519183 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1519605.625000 Penalty: 4835.096191
	Iteration 9Q: 3 clusters Score -1519606 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1520136.250000 Penalty: 4835.096191
	Iteration 10F: 3 clusters Score -1520136 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1520752.375000 Penalty: 4835.096191
	Iteration 11F: 3 clusters Score -1520752 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1521405.250000 Penalty: 4835.096191
	Iteration 12F: 3 clusters Score -1521405 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1522033.750000 Penalty: 4835.096191
	Iteration 13Q: 3 clusters Score -1522034 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1522511.375000 Penalty: 4835.096191
	Iteration 14Q: 3 clusters Score -1522511 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1522832.125000 Penalty: 4835.096191
	Iteration 15Q: 3 clusters Score -1522832 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1523047.625000 Penalty: 4835.096191
	Iteration 16Q: 3 clusters Score -1523048 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1523189.875000 Penalty: 4835.096191
	Iteration 17Q: 3 clusters Score -1523190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1523272.375000 Penalty: 4835.096191
	Iteration 18Q: 3 clusters Score -1523272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1523334.500000 Penalty: 4835.096191
	Iteration 19Q: 3 clusters Score -1523334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1523366.500000 Penalty: 4835.096191
	Iteration 20F: 3 clusters Score -1523366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1523387.500000 Penalty: 4835.096191
	Iteration 21Q: 3 clusters Score -1523388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1523407.875000 Penalty: 4835.096191
	Iteration 22Q: 3 clusters Score -1523408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1523424.000000 Penalty: 4835.096191
	Iteration 23Q: 3 clusters Score -1523424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1523442.750000 Penalty: 4835.096191
	Iteration 24Q: 3 clusters Score -1523443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1523447.250000 Penalty: 4835.096191
	Iteration 25Q: 3 clusters Score -1523447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1523454.375000 Penalty: 4835.096191
	Iteration 26Q: 3 clusters Score -1523454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1523461.000000 Penalty: 4835.096191
	Iteration 27Q: 3 clusters Score -1523461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1523463.125000 Penalty: 4835.096191
	Iteration 28Q: 3 clusters Score -1523463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1523464.000000 Penalty: 4835.096191
	Iteration 29Q: 3 clusters Score -1523464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1523464.000000 Penalty: 4835.096191
	Iteration 30F: 3 clusters Score -1523464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -864085.375000 Penalty: 2281.245605
	Iteration 0F: 2 clusters Score -864085.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -856577.875000 Penalty: 4562.491211
	Iteration 0F: 3 clusters Score -856577.9 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -858811.750000 Penalty: 4562.491211
	Iteration 1F: 3 clusters Score -858811.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -859133.500000 Penalty: 4562.491211
	Iteration 2F: 3 clusters Score -859133.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -859386.750000 Penalty: 4562.491211
	Iteration 3F: 3 clusters Score -859386.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -859595.875000 Penalty: 4562.491211
	Iteration 4Q: 3 clusters Score -859595.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -859768.000000 Penalty: 4562.491211
	Iteration 5Q: 3 clusters Score -859768 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -859929.375000 Penalty: 4562.491211
	Iteration 6Q: 3 clusters Score -859929.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -860102.750000 Penalty: 4562.491211
	Iteration 7Q: 3 clusters Score -860102.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -860271.875000 Penalty: 4562.491211
	Iteration 8Q: 3 clusters Score -860271.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -860462.625000 Penalty: 4562.491211
	Iteration 9Q: 3 clusters Score -860462.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -860656.500000 Penalty: 4562.491211
	Iteration 10Q: 3 clusters Score -860656.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -860825.375000 Penalty: 4562.491211
	Iteration 11Q: 3 clusters Score -860825.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -860987.000000 Penalty: 4562.491211
	Iteration 12Q: 3 clusters Score -860987 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -861138.125000 Penalty: 4562.491211
	Iteration 13Q: 3 clusters Score -861138.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -861249.687500 Penalty: 4562.491211
	Iteration 14Q: 3 clusters Score -861249.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -861341.687500 Penalty: 4562.491211
	Iteration 15Q: 3 clusters Score -861341.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -861433.250000 Penalty: 4562.491211
	Iteration 16Q: 3 clusters Score -861433.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -861524.562500 Penalty: 4562.491211
	Iteration 17Q: 3 clusters Score -861524.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -861612.812500 Penalty: 4562.491211
	Iteration 18Q: 3 clusters Score -861612.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -861698.250000 Penalty: 4562.491211
	Iteration 19Q: 3 clusters Score -861698.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -861776.250000 Penalty: 4562.491211
	Iteration 20F: 3 clusters Score -861776.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -861862.687500 Penalty: 4562.491211
	Iteration 21Q: 3 clusters Score -861862.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -861962.187500 Penalty: 4562.491211
	Iteration 22Q: 3 clusters Score -861962.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -862068.625000 Penalty: 4562.491211
	Iteration 23Q: 3 clusters Score -862068.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -862154.937500 Penalty: 4562.491211
	Iteration 24Q: 3 clusters Score -862154.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -862230.375000 Penalty: 4562.491211
	Iteration 25Q: 3 clusters Score -862230.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -862299.250000 Penalty: 4562.491211
	Iteration 26Q: 3 clusters Score -862299.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -862357.125000 Penalty: 4562.491211
	Iteration 27Q: 3 clusters Score -862357.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -862388.875000 Penalty: 4562.491211
	Iteration 28Q: 3 clusters Score -862388.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -862411.250000 Penalty: 4562.491211
	Iteration 29Q: 3 clusters Score -862411.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -862424.000000 Penalty: 4562.491211
	Iteration 30Q: 3 clusters Score -862424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -862432.375000 Penalty: 4562.491211
	Iteration 31Q: 3 clusters Score -862432.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -862436.312500 Penalty: 4562.491211
	Iteration 32Q: 3 clusters Score -862436.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -862438.937500 Penalty: 4562.491211
	Iteration 33Q: 3 clusters Score -862438.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -862441.187500 Penalty: 4562.491211
	Iteration 34Q: 3 clusters Score -862441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -862443.125000 Penalty: 4562.491211
	Iteration 35Q: 3 clusters Score -862443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -862441.937500 Penalty: 4562.491211
	Iteration 36Q: 3 clusters Score -862441.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -862442.812500 Penalty: 4562.491211
	Iteration 37Q: 3 clusters Score -862442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -862446.312500 Penalty: 4562.491211
	Iteration 38Q: 3 clusters Score -862446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -862446.750000 Penalty: 4562.491211
	Iteration 39Q: 3 clusters Score -862446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -862446.625000 Penalty: 4562.491211
	Iteration 40F: 3 clusters Score -862446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -862447.875000 Penalty: 4562.491211
	Iteration 41Q: 3 clusters Score -862447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -862447.875000 Penalty: 4562.491211
	Iteration 42F: 3 clusters Score -862447.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Entering Unmasked Estep 
Score: -668444.875000 Penalty: 2227.830811
	Iteration 0F: 2 clusters Score -668444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -662087.250000 Penalty: 4455.661621
	Iteration 0F: 3 clusters Score -662087.2 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -663823.687500 Penalty: 4455.661621
	Iteration 1F: 3 clusters Score -663823.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -664118.312500 Penalty: 4455.661621
	Iteration 2F: 3 clusters Score -664118.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -664347.937500 Penalty: 4455.661621
	Iteration 3F: 3 clusters Score -664347.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -664568.750000 Penalty: 4455.661621
	Iteration 4Q: 3 clusters Score -664568.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -664800.062500 Penalty: 4455.661621
	Iteration 5Q: 3 clusters Score -664800.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -665039.500000 Penalty: 4455.661621
	Iteration 6Q: 3 clusters Score -665039.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -665286.875000 Penalty: 4455.661621
	Iteration 7Q: 3 clusters Score -665286.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -665523.625000 Penalty: 4455.661621
	Iteration 8Q: 3 clusters Score -665523.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -665710.625000 Penalty: 4455.661621
	Iteration 9Q: 3 clusters Score -665710.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -665874.937500 Penalty: 4455.661621
	Iteration 10Q: 3 clusters Score -665874.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -665973.500000 Penalty: 4455.661621
	Iteration 11Q: 3 clusters Score -665973.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -666054.062500 Penalty: 4455.661621
	Iteration 12Q: 3 clusters Score -666054.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -666131.187500 Penalty: 4455.661621
	Iteration 13Q: 3 clusters Score -666131.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -666197.000000 Penalty: 4455.661621
	Iteration 14Q: 3 clusters Score -666197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -666237.437500 Penalty: 4455.661621
	Iteration 15Q: 3 clusters Score -666237.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -666266.312500 Penalty: 4455.661621
	Iteration 16Q: 3 clusters Score -666266.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -666302.875000 Penalty: 4455.661621
	Iteration 17Q: 3 clusters Score -666302.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -666341.500000 Penalty: 4455.661621
	Iteration 18Q: 3 clusters Score -666341.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -666375.875000 Penalty: 4455.661621
	Iteration 19Q: 3 clusters Score -666375.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -666402.250000 Penalty: 4455.661621
	Iteration 20F: 3 clusters Score -666402.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -666422.437500 Penalty: 4455.661621
	Iteration 21Q: 3 clusters Score -666422.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -666439.687500 Penalty: 4455.661621
	Iteration 22Q: 3 clusters Score -666439.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -666455.312500 Penalty: 4455.661621
	Iteration 23Q: 3 clusters Score -666455.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -666471.812500 Penalty: 4455.661621
	Iteration 24Q: 3 clusters Score -666471.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -666486.500000 Penalty: 4455.661621
	Iteration 25Q: 3 clusters Score -666486.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -666506.875000 Penalty: 4455.661621
	Iteration 26Q: 3 clusters Score -666506.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -666521.562500 Penalty: 4455.661621
	Iteration 27Q: 3 clusters Score -666521.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -666532.875000 Penalty: 4455.661621
	Iteration 28Q: 3 clusters Score -666532.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -666546.750000 Penalty: 4455.661621
	Iteration 29Q: 3 clusters Score -666546.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -666562.500000 Penalty: 4455.661621
	Iteration 30Q: 3 clusters Score -666562.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -666572.625000 Penalty: 4455.661621
	Iteration 31Q: 3 clusters Score -666572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -666580.125000 Penalty: 4455.661621
	Iteration 32Q: 3 clusters Score -666580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -666585.937500 Penalty: 4455.661621
	Iteration 33Q: 3 clusters Score -666585.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -666593.875000 Penalty: 4455.661621
	Iteration 34Q: 3 clusters Score -666593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -666605.125000 Penalty: 4455.661621
	Iteration 35Q: 3 clusters Score -666605.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -666612.187500 Penalty: 4455.661621
	Iteration 36Q: 3 clusters Score -666612.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -666615.187500 Penalty: 4455.661621
	Iteration 37Q: 3 clusters Score -666615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -666621.562500 Penalty: 4455.661621
	Iteration 38Q: 3 clusters Score -666621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -666626.625000 Penalty: 4455.661621
	Iteration 39Q: 3 clusters Score -666626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -666627.062500 Penalty: 4455.661621
	Iteration 40F: 3 clusters Score -666627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -666628.500000 Penalty: 4455.661621
	Iteration 41Q: 3 clusters Score -666628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -666630.125000 Penalty: 4455.661621
	Iteration 42Q: 3 clusters Score -666630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -666629.250000 Penalty: 4455.661621
	Iteration 43Q: 3 clusters Score -666629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -666631.000000 Penalty: 4455.661621
	Iteration 44Q: 3 clusters Score -666631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -666632.125000 Penalty: 4455.661621
	Iteration 45Q: 3 clusters Score -666632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -666632.125000 Penalty: 4455.661621
	Iteration 46F: 3 clusters Score -666632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Entering Unmasked Estep 
Score: -603599.937500 Penalty: 2202.281738
	Iteration 0F: 2 clusters Score -603599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -597711.750000 Penalty: 4404.563477
	Iteration 0F: 3 clusters Score -597711.8 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -599182.625000 Penalty: 4404.563477
	Iteration 1F: 3 clusters Score -599182.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -599385.125000 Penalty: 4404.563477
	Iteration 2F: 3 clusters Score -599385.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -599529.625000 Penalty: 4404.563477
	Iteration 3Q: 3 clusters Score -599529.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -599643.687500 Penalty: 4404.563477
	Iteration 4Q: 3 clusters Score -599643.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -599730.812500 Penalty: 4404.563477
	Iteration 5Q: 3 clusters Score -599730.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -599810.750000 Penalty: 4404.563477
	Iteration 6Q: 3 clusters Score -599810.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -599892.750000 Penalty: 4404.563477
	Iteration 7Q: 3 clusters Score -599892.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -599952.500000 Penalty: 4404.563477
	Iteration 8Q: 3 clusters Score -599952.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -600011.562500 Penalty: 4404.563477
	Iteration 9Q: 3 clusters Score -600011.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -600072.937500 Penalty: 4404.563477
	Iteration 10Q: 3 clusters Score -600072.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -600127.125000 Penalty: 4404.563477
	Iteration 11Q: 3 clusters Score -600127.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -600189.750000 Penalty: 4404.563477
	Iteration 12Q: 3 clusters Score -600189.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -600252.562500 Penalty: 4404.563477
	Iteration 13Q: 3 clusters Score -600252.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -600322.375000 Penalty: 4404.563477
	Iteration 14Q: 3 clusters Score -600322.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -600406.562500 Penalty: 4404.563477
	Iteration 15Q: 3 clusters Score -600406.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -600504.687500 Penalty: 4404.563477
	Iteration 16Q: 3 clusters Score -600504.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -600609.812500 Penalty: 4404.563477
	Iteration 17Q: 3 clusters Score -600609.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -600747.000000 Penalty: 4404.563477
	Iteration 18Q: 3 clusters Score -600747 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -600898.250000 Penalty: 4404.563477
	Iteration 19Q: 3 clusters Score -600898.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -601037.937500 Penalty: 4404.563477
	Iteration 20F: 3 clusters Score -601037.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -601156.312500 Penalty: 4404.563477
	Iteration 21Q: 3 clusters Score -601156.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -601255.125000 Penalty: 4404.563477
	Iteration 22Q: 3 clusters Score -601255.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -601334.500000 Penalty: 4404.563477
	Iteration 23Q: 3 clusters Score -601334.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -601412.312500 Penalty: 4404.563477
	Iteration 24Q: 3 clusters Score -601412.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -601484.812500 Penalty: 4404.563477
	Iteration 25Q: 3 clusters Score -601484.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -601538.812500 Penalty: 4404.563477
	Iteration 26Q: 3 clusters Score -601538.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -601575.250000 Penalty: 4404.563477
	Iteration 27Q: 3 clusters Score -601575.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -601600.562500 Penalty: 4404.563477
	Iteration 28Q: 3 clusters Score -601600.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -601611.125000 Penalty: 4404.563477
	Iteration 29Q: 3 clusters Score -601611.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -601619.750000 Penalty: 4404.563477
	Iteration 30Q: 3 clusters Score -601619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -601630.000000 Penalty: 4404.563477
	Iteration 31Q: 3 clusters Score -601630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -601646.125000 Penalty: 4404.563477
	Iteration 32Q: 3 clusters Score -601646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -601656.937500 Penalty: 4404.563477
	Iteration 33Q: 3 clusters Score -601656.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -601666.000000 Penalty: 4404.563477
	Iteration 34Q: 3 clusters Score -601666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -601678.875000 Penalty: 4404.563477
	Iteration 35Q: 3 clusters Score -601678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -601689.875000 Penalty: 4404.563477
	Iteration 36Q: 3 clusters Score -601689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -601689.875000 Penalty: 4404.563477
	Iteration 37F: 3 clusters Score -601689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Entering Unmasked Estep 
Score: -2456912.750000 Penalty: 2544.464355
	Iteration 0F: 2 clusters Score -2456913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2437353.250000 Penalty: 5088.928711
	Iteration 0F: 3 clusters Score -2437353 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2444318.500000 Penalty: 5088.928711
	Iteration 1F: 3 clusters Score -2444318 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2444870.000000 Penalty: 5088.928711
	Iteration 2F: 3 clusters Score -2444870 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2445442.250000 Penalty: 5088.928711
	Iteration 3Q: 3 clusters Score -2445442 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2446116.000000 Penalty: 5088.928711
	Iteration 4Q: 3 clusters Score -2446116 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2446975.750000 Penalty: 5088.928711
	Iteration 5F: 3 clusters Score -2446976 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2447986.000000 Penalty: 5088.928711
	Iteration 6F: 3 clusters Score -2447986 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2449120.250000 Penalty: 5088.928711
	Iteration 7F: 3 clusters Score -2449120 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2450184.750000 Penalty: 5088.928711
	Iteration 8F: 3 clusters Score -2450185 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2451173.000000 Penalty: 5088.928711
	Iteration 9Q: 3 clusters Score -2451173 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2452052.500000 Penalty: 5088.928711
	Iteration 10Q: 3 clusters Score -2452052 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2452754.500000 Penalty: 5088.928711
	Iteration 11Q: 3 clusters Score -2452754 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -2453335.500000 Penalty: 5088.928711
	Iteration 12Q: 3 clusters Score -2453336 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2453709.000000 Penalty: 5088.928711
	Iteration 13Q: 3 clusters Score -2453709 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -2453984.500000 Penalty: 5088.928711
	Iteration 14Q: 3 clusters Score -2453984 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2454151.250000 Penalty: 5088.928711
	Iteration 15Q: 3 clusters Score -2454151 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -2454245.500000 Penalty: 5088.928711
	Iteration 16Q: 3 clusters Score -2454246 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -2454318.750000 Penalty: 5088.928711
	Iteration 17Q: 3 clusters Score -2454319 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -2454374.000000 Penalty: 5088.928711
	Iteration 18Q: 3 clusters Score -2454374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2454428.500000 Penalty: 5088.928711
	Iteration 19Q: 3 clusters Score -2454428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -2454480.500000 Penalty: 5088.928711
	Iteration 20F: 3 clusters Score -2454480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -2454527.250000 Penalty: 5088.928711
	Iteration 21Q: 3 clusters Score -2454527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -2454551.000000 Penalty: 5088.928711
	Iteration 22Q: 3 clusters Score -2454551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -2454572.250000 Penalty: 5088.928711
	Iteration 23Q: 3 clusters Score -2454572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -2454591.000000 Penalty: 5088.928711
	Iteration 24Q: 3 clusters Score -2454591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -2454607.250000 Penalty: 5088.928711
	Iteration 25Q: 3 clusters Score -2454607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -2454622.000000 Penalty: 5088.928711
	Iteration 26Q: 3 clusters Score -2454622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -2454627.250000 Penalty: 5088.928711
	Iteration 27Q: 3 clusters Score -2454627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -2454642.000000 Penalty: 5088.928711
	Iteration 28Q: 3 clusters Score -2454642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -2454648.000000 Penalty: 5088.928711
	Iteration 29Q: 3 clusters Score -2454648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -2454654.250000 Penalty: 5088.928711
	Iteration 30Q: 3 clusters Score -2454654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -2454656.750000 Penalty: 5088.928711
	Iteration 31Q: 3 clusters Score -2454657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -2454665.500000 Penalty: 5088.928711
	Iteration 32Q: 3 clusters Score -2454666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2454667.000000 Penalty: 5088.928711
	Iteration 33Q: 3 clusters Score -2454667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -2454666.750000 Penalty: 5088.928711
	Iteration 34Q: 3 clusters Score -2454667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2454667.500000 Penalty: 5088.928711
	Iteration 35Q: 3 clusters Score -2454668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2454674.500000 Penalty: 5088.928711
	Iteration 36Q: 3 clusters Score -2454674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -2454676.000000 Penalty: 5088.928711
	Iteration 37Q: 3 clusters Score -2454676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -2454676.000000 Penalty: 5088.928711
	Iteration 38F: 3 clusters Score -2454676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Entering Unmasked Estep 
Score: -4787966.000000 Penalty: 2700.478027
	Iteration 0F: 2 clusters Score -4787966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4752076.500000 Penalty: 5400.956055
	Iteration 0F: 3 clusters Score -4752076 nChanged 24629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4765580.500000 Penalty: 5400.956055
	Iteration 1F: 3 clusters Score -4765580 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4766162.000000 Penalty: 5400.956055
	Iteration 2Q: 3 clusters Score -4766162 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4766708.500000 Penalty: 5400.956055
	Iteration 3Q: 3 clusters Score -4766708 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -4767385.000000 Penalty: 5400.956055
	Iteration 4Q: 3 clusters Score -4767385 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4768151.500000 Penalty: 5400.956055
	Iteration 5Q: 3 clusters Score -4768152 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4769163.500000 Penalty: 5400.956055
	Iteration 6Q: 3 clusters Score -4769164 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4770544.000000 Penalty: 5400.956055
	Iteration 7F: 3 clusters Score -4770544 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4772412.500000 Penalty: 5400.956055
	Iteration 8F: 3 clusters Score -4772412 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4774939.500000 Penalty: 5400.956055
	Iteration 9F: 3 clusters Score -4774940 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4778065.000000 Penalty: 5400.956055
	Iteration 10F: 3 clusters Score -4778065 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -4780729.500000 Penalty: 5400.956055
	Iteration 11F: 3 clusters Score -4780730 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4782155.500000 Penalty: 5400.956055
	Iteration 12Q: 3 clusters Score -4782156 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -4782904.500000 Penalty: 5400.956055
	Iteration 13Q: 3 clusters Score -4782904 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -4783359.500000 Penalty: 5400.956055
	Iteration 14Q: 3 clusters Score -4783360 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -4783685.000000 Penalty: 5400.956055
	Iteration 15Q: 3 clusters Score -4783685 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -4783975.000000 Penalty: 5400.956055
	Iteration 16Q: 3 clusters Score -4783975 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -4784170.500000 Penalty: 5400.956055
	Iteration 17Q: 3 clusters Score -4784170 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -4784334.000000 Penalty: 5400.956055
	Iteration 18Q: 3 clusters Score -4784334 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -4784483.500000 Penalty: 5400.956055
	Iteration 19Q: 3 clusters Score -4784484 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -4784591.500000 Penalty: 5400.956055
	Iteration 20F: 3 clusters Score -4784592 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -4784716.500000 Penalty: 5400.956055
	Iteration 21Q: 3 clusters Score -4784716 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -4784835.000000 Penalty: 5400.956055
	Iteration 22Q: 3 clusters Score -4784835 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -4784900.000000 Penalty: 5400.956055
	Iteration 23Q: 3 clusters Score -4784900 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -4784980.000000 Penalty: 5400.956055
	Iteration 24Q: 3 clusters Score -4784980 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -4785031.500000 Penalty: 5400.956055
	Iteration 25Q: 3 clusters Score -4785032 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -4785084.000000 Penalty: 5400.956055
	Iteration 26Q: 3 clusters Score -4785084 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -4785142.500000 Penalty: 5400.956055
	Iteration 27Q: 3 clusters Score -4785142 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -4785180.500000 Penalty: 5400.956055
	Iteration 28Q: 3 clusters Score -4785180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -4785233.000000 Penalty: 5400.956055
	Iteration 29Q: 3 clusters Score -4785233 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -4785286.500000 Penalty: 5400.956055
	Iteration 30Q: 3 clusters Score -4785286 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -4785342.000000 Penalty: 5400.956055
	Iteration 31Q: 3 clusters Score -4785342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -4785401.000000 Penalty: 5400.956055
	Iteration 32Q: 3 clusters Score -4785401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -4785421.500000 Penalty: 5400.956055
	Iteration 33Q: 3 clusters Score -4785422 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -4785460.500000 Penalty: 5400.956055
	Iteration 34Q: 3 clusters Score -4785460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -4785487.500000 Penalty: 5400.956055
	Iteration 35Q: 3 clusters Score -4785488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -4785518.500000 Penalty: 5400.956055
	Iteration 36Q: 3 clusters Score -4785518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -4785527.000000 Penalty: 5400.956055
	Iteration 37Q: 3 clusters Score -4785527 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -4785547.500000 Penalty: 5400.956055
	Iteration 38Q: 3 clusters Score -4785548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -4785556.000000 Penalty: 5400.956055
	Iteration 39Q: 3 clusters Score -4785556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -4785592.500000 Penalty: 5400.956055
	Iteration 40F: 3 clusters Score -4785592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -4785607.000000 Penalty: 5400.956055
	Iteration 41Q: 3 clusters Score -4785607 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -4785626.500000 Penalty: 5400.956055
	Iteration 42Q: 3 clusters Score -4785626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -4785639.500000 Penalty: 5400.956055
	Iteration 43Q: 3 clusters Score -4785640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -4785651.500000 Penalty: 5400.956055
	Iteration 44Q: 3 clusters Score -4785652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -4785666.000000 Penalty: 5400.956055
	Iteration 45Q: 3 clusters Score -4785666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -4785676.500000 Penalty: 5400.956055
	Iteration 46Q: 3 clusters Score -4785676 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -4785721.000000 Penalty: 5400.956055
	Iteration 47Q: 3 clusters Score -4785721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -4785737.500000 Penalty: 5400.956055
	Iteration 48Q: 3 clusters Score -4785738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -4785748.500000 Penalty: 5400.956055
	Iteration 49Q: 3 clusters Score -4785748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -4785765.000000 Penalty: 5400.956055
	Iteration 50Q: 3 clusters Score -4785765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -4785781.000000 Penalty: 5400.956055
	Iteration 51Q: 3 clusters Score -4785781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -4785814.000000 Penalty: 5400.956055
	Iteration 52Q: 3 clusters Score -4785814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -4785835.500000 Penalty: 5400.956055
	Iteration 53Q: 3 clusters Score -4785836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -4785842.500000 Penalty: 5400.956055
	Iteration 54Q: 3 clusters Score -4785842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -4785857.000000 Penalty: 5400.956055
	Iteration 55Q: 3 clusters Score -4785857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -4785871.500000 Penalty: 5400.956055
	Iteration 56Q: 3 clusters Score -4785872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -4785899.000000 Penalty: 5400.956055
	Iteration 57Q: 3 clusters Score -4785899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -4785928.500000 Penalty: 5400.956055
	Iteration 58Q: 3 clusters Score -4785928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -4785944.500000 Penalty: 5400.956055
	Iteration 59Q: 3 clusters Score -4785944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -4785971.500000 Penalty: 5400.956055
	Iteration 60F: 3 clusters Score -4785972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -4786009.000000 Penalty: 5400.956055
	Iteration 61Q: 3 clusters Score -4786009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -4786048.000000 Penalty: 5400.956055
	Iteration 62Q: 3 clusters Score -4786048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -4786074.500000 Penalty: 5400.956055
	Iteration 63Q: 3 clusters Score -4786074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -4786120.500000 Penalty: 5400.956055
	Iteration 64Q: 3 clusters Score -4786120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -4786148.000000 Penalty: 5400.956055
	Iteration 65Q: 3 clusters Score -4786148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -4786167.500000 Penalty: 5400.956055
	Iteration 66Q: 3 clusters Score -4786168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -4786194.500000 Penalty: 5400.956055
	Iteration 67Q: 3 clusters Score -4786194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -4786192.500000 Penalty: 5400.956055
	Iteration 68Q: 3 clusters Score -4786192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -4786210.000000 Penalty: 5400.956055
	Iteration 69Q: 3 clusters Score -4786210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -4786222.000000 Penalty: 5400.956055
	Iteration 70Q: 3 clusters Score -4786222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -4786227.000000 Penalty: 5400.956055
	Iteration 71Q: 3 clusters Score -4786227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -4786250.000000 Penalty: 5400.956055
	Iteration 72Q: 3 clusters Score -4786250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -4786264.000000 Penalty: 5400.956055
	Iteration 73Q: 3 clusters Score -4786264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -4786273.500000 Penalty: 5400.956055
	Iteration 74Q: 3 clusters Score -4786274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -4786278.500000 Penalty: 5400.956055
	Iteration 75Q: 3 clusters Score -4786278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -4786291.500000 Penalty: 5400.956055
	Iteration 76Q: 3 clusters Score -4786292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -4786308.500000 Penalty: 5400.956055
	Iteration 77Q: 3 clusters Score -4786308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -4786310.500000 Penalty: 5400.956055
	Iteration 78Q: 3 clusters Score -4786310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -4786312.500000 Penalty: 5400.956055
	Iteration 79Q: 3 clusters Score -4786312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -4786313.000000 Penalty: 5400.956055
	Iteration 80F: 3 clusters Score -4786313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -4786314.000000 Penalty: 5400.956055
	Iteration 81Q: 3 clusters Score -4786314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -4786312.000000 Penalty: 5400.956055
	Iteration 82Q: 3 clusters Score -4786312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -4786320.000000 Penalty: 5400.956055
	Iteration 83Q: 3 clusters Score -4786320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -4786315.500000 Penalty: 5400.956055
	Iteration 84Q: 3 clusters Score -4786316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -4786324.000000 Penalty: 5400.956055
	Iteration 85Q: 3 clusters Score -4786324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -4786325.500000 Penalty: 5400.956055
	Iteration 86Q: 3 clusters Score -4786326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -4786327.500000 Penalty: 5400.956055
	Iteration 87Q: 3 clusters Score -4786328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -4786338.000000 Penalty: 5400.956055
	Iteration 88Q: 3 clusters Score -4786338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -4786341.000000 Penalty: 5400.956055
	Iteration 89Q: 3 clusters Score -4786341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -4786348.000000 Penalty: 5400.956055
	Iteration 90Q: 3 clusters Score -4786348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -4786354.000000 Penalty: 5400.956055
	Iteration 91Q: 3 clusters Score -4786354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -4786360.500000 Penalty: 5400.956055
	Iteration 92Q: 3 clusters Score -4786360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -4786366.000000 Penalty: 5400.956055
	Iteration 93Q: 3 clusters Score -4786366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -4786357.000000 Penalty: 5400.956055
	Iteration 94Q: 3 clusters Score -4786357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -4786357.500000 Penalty: 5400.956055
	Iteration 95Q: 3 clusters Score -4786358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -4786352.500000 Penalty: 5400.956055
	Iteration 96Q: 3 clusters Score -4786352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -4786355.000000 Penalty: 5400.956055
	Iteration 97Q: 3 clusters Score -4786355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -4786355.000000 Penalty: 5400.956055
	Iteration 98Q: 3 clusters Score -4786355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -4786358.500000 Penalty: 5400.956055
	Iteration 99Q: 3 clusters Score -4786358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -4786358.500000 Penalty: 5400.956055
	Iteration 100F: 3 clusters Score -4786358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Entering Unmasked Estep 
Score: -835537.750000 Penalty: 2284.758789
	Iteration 0F: 2 clusters Score -835537.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -827837.812500 Penalty: 4569.517578
	Iteration 0F: 3 clusters Score -827837.8 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -830156.937500 Penalty: 4569.517578
	Iteration 1F: 3 clusters Score -830156.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -830527.687500 Penalty: 4569.517578
	Iteration 2F: 3 clusters Score -830527.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -830837.937500 Penalty: 4569.517578
	Iteration 3F: 3 clusters Score -830837.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -831149.250000 Penalty: 4569.517578
	Iteration 4Q: 3 clusters Score -831149.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -831427.750000 Penalty: 4569.517578
	Iteration 5Q: 3 clusters Score -831427.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -831720.250000 Penalty: 4569.517578
	Iteration 6Q: 3 clusters Score -831720.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -832011.187500 Penalty: 4569.517578
	Iteration 7Q: 3 clusters Score -832011.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -832296.687500 Penalty: 4569.517578
	Iteration 8Q: 3 clusters Score -832296.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -832565.937500 Penalty: 4569.517578
	Iteration 9Q: 3 clusters Score -832565.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -832818.000000 Penalty: 4569.517578
	Iteration 10Q: 3 clusters Score -832818 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -833024.687500 Penalty: 4569.517578
	Iteration 11Q: 3 clusters Score -833024.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -833178.875000 Penalty: 4569.517578
	Iteration 12Q: 3 clusters Score -833178.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -833278.250000 Penalty: 4569.517578
	Iteration 13Q: 3 clusters Score -833278.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -833346.062500 Penalty: 4569.517578
	Iteration 14Q: 3 clusters Score -833346.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -833382.875000 Penalty: 4569.517578
	Iteration 15Q: 3 clusters Score -833382.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -833410.250000 Penalty: 4569.517578
	Iteration 16Q: 3 clusters Score -833410.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -833429.687500 Penalty: 4569.517578
	Iteration 17Q: 3 clusters Score -833429.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -833450.437500 Penalty: 4569.517578
	Iteration 18Q: 3 clusters Score -833450.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -833460.687500 Penalty: 4569.517578
	Iteration 19Q: 3 clusters Score -833460.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -833472.750000 Penalty: 4569.517578
	Iteration 20F: 3 clusters Score -833472.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -833482.000000 Penalty: 4569.517578
	Iteration 21Q: 3 clusters Score -833482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -833487.937500 Penalty: 4569.517578
	Iteration 22Q: 3 clusters Score -833487.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -833494.625000 Penalty: 4569.517578
	Iteration 23Q: 3 clusters Score -833494.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -833497.000000 Penalty: 4569.517578
	Iteration 24Q: 3 clusters Score -833497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -833503.375000 Penalty: 4569.517578
	Iteration 25Q: 3 clusters Score -833503.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -833512.500000 Penalty: 4569.517578
	Iteration 26Q: 3 clusters Score -833512.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -833517.000000 Penalty: 4569.517578
	Iteration 27Q: 3 clusters Score -833517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -833524.375000 Penalty: 4569.517578
	Iteration 28Q: 3 clusters Score -833524.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -833528.500000 Penalty: 4569.517578
	Iteration 29Q: 3 clusters Score -833528.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -833532.500000 Penalty: 4569.517578
	Iteration 30Q: 3 clusters Score -833532.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -833537.062500 Penalty: 4569.517578
	Iteration 31Q: 3 clusters Score -833537.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -833541.375000 Penalty: 4569.517578
	Iteration 32Q: 3 clusters Score -833541.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -833543.000000 Penalty: 4569.517578
	Iteration 33Q: 3 clusters Score -833543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -833546.062500 Penalty: 4569.517578
	Iteration 34Q: 3 clusters Score -833546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -833546.375000 Penalty: 4569.517578
	Iteration 35Q: 3 clusters Score -833546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -833548.687500 Penalty: 4569.517578
	Iteration 36Q: 3 clusters Score -833548.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -833551.062500 Penalty: 4569.517578
	Iteration 37Q: 3 clusters Score -833551.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -833554.062500 Penalty: 4569.517578
	Iteration 38Q: 3 clusters Score -833554.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -833555.812500 Penalty: 4569.517578
	Iteration 39Q: 3 clusters Score -833555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -833559.125000 Penalty: 4569.517578
	Iteration 40F: 3 clusters Score -833559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -833561.312500 Penalty: 4569.517578
	Iteration 41Q: 3 clusters Score -833561.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -833562.187500 Penalty: 4569.517578
	Iteration 42Q: 3 clusters Score -833562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -833563.187500 Penalty: 4569.517578
	Iteration 43Q: 3 clusters Score -833563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -833561.937500 Penalty: 4569.517578
	Iteration 44Q: 3 clusters Score -833561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -833563.375000 Penalty: 4569.517578
	Iteration 45Q: 3 clusters Score -833563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -833563.375000 Penalty: 4569.517578
	Iteration 46F: 3 clusters Score -833563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -215557.734375 Penalty: 1958.345093
	Iteration 0F: 2 clusters Score -215557.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -212486.843750 Penalty: 3916.690186
	Iteration 0F: 3 clusters Score -212486.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -213131.718750 Penalty: 3916.690186
	Iteration 1F: 3 clusters Score -213131.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -213448.765625 Penalty: 3916.690186
	Iteration 2F: 3 clusters Score -213448.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -213746.718750 Penalty: 3916.690186
	Iteration 3F: 3 clusters Score -213746.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -214033.203125 Penalty: 3916.690186
	Iteration 4F: 3 clusters Score -214033.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -214291.406250 Penalty: 3916.690186
	Iteration 5F: 3 clusters Score -214291.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -214539.406250 Penalty: 3916.690186
	Iteration 6F: 3 clusters Score -214539.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -214767.062500 Penalty: 3916.690186
	Iteration 7Q: 3 clusters Score -214767.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -215020.921875 Penalty: 3916.690186
	Iteration 8Q: 3 clusters Score -215020.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -215146.750000 Penalty: 3916.690186
	Iteration 9Q: 3 clusters Score -215146.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -215207.062500 Penalty: 3916.690186
	Iteration 10Q: 3 clusters Score -215207.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -215246.078125 Penalty: 3916.690186
	Iteration 11Q: 3 clusters Score -215246.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -215276.171875 Penalty: 3916.690186
	Iteration 12Q: 3 clusters Score -215276.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -215297.125000 Penalty: 3916.690186
	Iteration 13Q: 3 clusters Score -215297.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -215311.640625 Penalty: 3916.690186
	Iteration 14Q: 3 clusters Score -215311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -215315.093750 Penalty: 3916.690186
	Iteration 15Q: 3 clusters Score -215315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -215318.781250 Penalty: 3916.690186
	Iteration 16Q: 3 clusters Score -215318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -215319.656250 Penalty: 3916.690186
	Iteration 17Q: 3 clusters Score -215319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -215319.656250 Penalty: 3916.690186
	Iteration 18F: 3 clusters Score -215319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -1426628.625000 Penalty: 2403.852051
	Iteration 0F: 2 clusters Score -1426629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1414962.250000 Penalty: 4807.704102
	Iteration 0F: 3 clusters Score -1414962 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1418563.250000 Penalty: 4807.704102
	Iteration 1F: 3 clusters Score -1418563 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1418887.125000 Penalty: 4807.704102
	Iteration 2F: 3 clusters Score -1418887 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1419120.750000 Penalty: 4807.704102
	Iteration 3Q: 3 clusters Score -1419121 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1419311.500000 Penalty: 4807.704102
	Iteration 4Q: 3 clusters Score -1419312 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1419480.750000 Penalty: 4807.704102
	Iteration 5Q: 3 clusters Score -1419481 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1419634.000000 Penalty: 4807.704102
	Iteration 6Q: 3 clusters Score -1419634 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1419772.125000 Penalty: 4807.704102
	Iteration 7Q: 3 clusters Score -1419772 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1419932.750000 Penalty: 4807.704102
	Iteration 8Q: 3 clusters Score -1419933 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1420118.250000 Penalty: 4807.704102
	Iteration 9Q: 3 clusters Score -1420118 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1420375.500000 Penalty: 4807.704102
	Iteration 10Q: 3 clusters Score -1420376 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1420710.375000 Penalty: 4807.704102
	Iteration 11Q: 3 clusters Score -1420710 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1421141.625000 Penalty: 4807.704102
	Iteration 12Q: 3 clusters Score -1421142 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1421690.250000 Penalty: 4807.704102
	Iteration 13Q: 3 clusters Score -1421690 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1422251.875000 Penalty: 4807.704102
	Iteration 14Q: 3 clusters Score -1422252 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1422816.000000 Penalty: 4807.704102
	Iteration 15Q: 3 clusters Score -1422816 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1423332.875000 Penalty: 4807.704102
	Iteration 16Q: 3 clusters Score -1423333 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1423695.875000 Penalty: 4807.704102
	Iteration 17Q: 3 clusters Score -1423696 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1423967.500000 Penalty: 4807.704102
	Iteration 18Q: 3 clusters Score -1423968 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1424152.500000 Penalty: 4807.704102
	Iteration 19Q: 3 clusters Score -1424152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1424264.875000 Penalty: 4807.704102
	Iteration 20F: 3 clusters Score -1424265 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1424344.125000 Penalty: 4807.704102
	Iteration 21Q: 3 clusters Score -1424344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1424406.500000 Penalty: 4807.704102
	Iteration 22Q: 3 clusters Score -1424406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1424451.500000 Penalty: 4807.704102
	Iteration 23Q: 3 clusters Score -1424452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1424483.750000 Penalty: 4807.704102
	Iteration 24Q: 3 clusters Score -1424484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1424510.375000 Penalty: 4807.704102
	Iteration 25Q: 3 clusters Score -1424510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1424526.125000 Penalty: 4807.704102
	Iteration 26Q: 3 clusters Score -1424526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1424544.875000 Penalty: 4807.704102
	Iteration 27Q: 3 clusters Score -1424545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1424558.875000 Penalty: 4807.704102
	Iteration 28Q: 3 clusters Score -1424559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1424565.125000 Penalty: 4807.704102
	Iteration 29Q: 3 clusters Score -1424565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1424572.750000 Penalty: 4807.704102
	Iteration 30Q: 3 clusters Score -1424573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -1424582.250000 Penalty: 4807.704102
	Iteration 31Q: 3 clusters Score -1424582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1424586.750000 Penalty: 4807.704102
	Iteration 32Q: 3 clusters Score -1424587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1424586.250000 Penalty: 4807.704102
	Iteration 33Q: 3 clusters Score -1424586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1424589.750000 Penalty: 4807.704102
	Iteration 34Q: 3 clusters Score -1424590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1424592.125000 Penalty: 4807.704102
	Iteration 35Q: 3 clusters Score -1424592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1424592.875000 Penalty: 4807.704102
	Iteration 36Q: 3 clusters Score -1424593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1424592.625000 Penalty: 4807.704102
	Iteration 37Q: 3 clusters Score -1424593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1424592.625000 Penalty: 4807.704102
	Iteration 38F: 3 clusters Score -1424593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Entering Unmasked Estep 
Score: -1501720.000000 Penalty: 2415.117432
	Iteration 0F: 2 clusters Score -1501720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1489530.750000 Penalty: 4830.234863
	Iteration 0F: 3 clusters Score -1489531 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1493434.875000 Penalty: 4830.234863
	Iteration 1F: 3 clusters Score -1493435 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1493847.000000 Penalty: 4830.234863
	Iteration 2F: 3 clusters Score -1493847 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1494192.250000 Penalty: 4830.234863
	Iteration 3Q: 3 clusters Score -1494192 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1494555.250000 Penalty: 4830.234863
	Iteration 4Q: 3 clusters Score -1494555 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1494896.125000 Penalty: 4830.234863
	Iteration 5Q: 3 clusters Score -1494896 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1495225.125000 Penalty: 4830.234863
	Iteration 6Q: 3 clusters Score -1495225 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1495596.750000 Penalty: 4830.234863
	Iteration 7Q: 3 clusters Score -1495597 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1496039.000000 Penalty: 4830.234863
	Iteration 8Q: 3 clusters Score -1496039 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1496550.875000 Penalty: 4830.234863
	Iteration 9Q: 3 clusters Score -1496551 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1497158.375000 Penalty: 4830.234863
	Iteration 10Q: 3 clusters Score -1497158 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1497846.000000 Penalty: 4830.234863
	Iteration 11Q: 3 clusters Score -1497846 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1498416.000000 Penalty: 4830.234863
	Iteration 12Q: 3 clusters Score -1498416 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1498848.375000 Penalty: 4830.234863
	Iteration 13Q: 3 clusters Score -1498848 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1499137.000000 Penalty: 4830.234863
	Iteration 14Q: 3 clusters Score -1499137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1499298.000000 Penalty: 4830.234863
	Iteration 15Q: 3 clusters Score -1499298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1499423.125000 Penalty: 4830.234863
	Iteration 16Q: 3 clusters Score -1499423 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1499514.875000 Penalty: 4830.234863
	Iteration 17Q: 3 clusters Score -1499515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1499571.750000 Penalty: 4830.234863
	Iteration 18Q: 3 clusters Score -1499572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1499606.500000 Penalty: 4830.234863
	Iteration 19Q: 3 clusters Score -1499606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1499632.375000 Penalty: 4830.234863
	Iteration 20F: 3 clusters Score -1499632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1499645.125000 Penalty: 4830.234863
	Iteration 21Q: 3 clusters Score -1499645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1499652.000000 Penalty: 4830.234863
	Iteration 22Q: 3 clusters Score -1499652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1499657.375000 Penalty: 4830.234863
	Iteration 23Q: 3 clusters Score -1499657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1499658.250000 Penalty: 4830.234863
	Iteration 24Q: 3 clusters Score -1499658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1499664.625000 Penalty: 4830.234863
	Iteration 25Q: 3 clusters Score -1499665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1499667.000000 Penalty: 4830.234863
	Iteration 26Q: 3 clusters Score -1499667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1499671.500000 Penalty: 4830.234863
	Iteration 27Q: 3 clusters Score -1499672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1499674.875000 Penalty: 4830.234863
	Iteration 28Q: 3 clusters Score -1499675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1499677.625000 Penalty: 4830.234863
	Iteration 29Q: 3 clusters Score -1499678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1499678.250000 Penalty: 4830.234863
	Iteration 30Q: 3 clusters Score -1499678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1499680.250000 Penalty: 4830.234863
	Iteration 31Q: 3 clusters Score -1499680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1499681.375000 Penalty: 4830.234863
	Iteration 32Q: 3 clusters Score -1499681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1499682.750000 Penalty: 4830.234863
	Iteration 33Q: 3 clusters Score -1499683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1499683.125000 Penalty: 4830.234863
	Iteration 34Q: 3 clusters Score -1499683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1499683.125000 Penalty: 4830.234863
	Iteration 35F: 3 clusters Score -1499683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Entering Unmasked Estep 
Score: -227485.078125 Penalty: 1956.957275
	Iteration 0F: 2 clusters Score -227485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -224459.031250 Penalty: 3913.914551
	Iteration 0F: 3 clusters Score -224459 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -225095.640625 Penalty: 3913.914551
	Iteration 1F: 3 clusters Score -225095.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -225272.078125 Penalty: 3913.914551
	Iteration 2F: 3 clusters Score -225272.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -225371.437500 Penalty: 3913.914551
	Iteration 3Q: 3 clusters Score -225371.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -225415.078125 Penalty: 3913.914551
	Iteration 4Q: 3 clusters Score -225415.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -225441.187500 Penalty: 3913.914551
	Iteration 5Q: 3 clusters Score -225441.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -225458.875000 Penalty: 3913.914551
	Iteration 6Q: 3 clusters Score -225458.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -225472.562500 Penalty: 3913.914551
	Iteration 7Q: 3 clusters Score -225472.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -225486.281250 Penalty: 3913.914551
	Iteration 8Q: 3 clusters Score -225486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225496.671875 Penalty: 3913.914551
	Iteration 9Q: 3 clusters Score -225496.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -225505.843750 Penalty: 3913.914551
	Iteration 10Q: 3 clusters Score -225505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -225512.687500 Penalty: 3913.914551
	Iteration 11Q: 3 clusters Score -225512.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -225518.593750 Penalty: 3913.914551
	Iteration 12Q: 3 clusters Score -225518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -225522.656250 Penalty: 3913.914551
	Iteration 13Q: 3 clusters Score -225522.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -225530.218750 Penalty: 3913.914551
	Iteration 14Q: 3 clusters Score -225530.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -225536.546875 Penalty: 3913.914551
	Iteration 15Q: 3 clusters Score -225536.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -225546.562500 Penalty: 3913.914551
	Iteration 16Q: 3 clusters Score -225546.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -225555.046875 Penalty: 3913.914551
	Iteration 17Q: 3 clusters Score -225555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -225559.468750 Penalty: 3913.914551
	Iteration 18Q: 3 clusters Score -225559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -225561.500000 Penalty: 3913.914551
	Iteration 19Q: 3 clusters Score -225561.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -225563.937500 Penalty: 3913.914551
	Iteration 20F: 3 clusters Score -225563.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -225569.031250 Penalty: 3913.914551
	Iteration 21Q: 3 clusters Score -225569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -225574.546875 Penalty: 3913.914551
	Iteration 22Q: 3 clusters Score -225574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -225579.875000 Penalty: 3913.914551
	Iteration 23Q: 3 clusters Score -225579.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225584.703125 Penalty: 3913.914551
	Iteration 24Q: 3 clusters Score -225584.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -225590.265625 Penalty: 3913.914551
	Iteration 25Q: 3 clusters Score -225590.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -225594.703125 Penalty: 3913.914551
	Iteration 26Q: 3 clusters Score -225594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225596.953125 Penalty: 3913.914551
	Iteration 27Q: 3 clusters Score -225597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -225598.750000 Penalty: 3913.914551
	Iteration 28Q: 3 clusters Score -225598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -225598.859375 Penalty: 3913.914551
	Iteration 29Q: 3 clusters Score -225598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -225599.015625 Penalty: 3913.914551
	Iteration 30Q: 3 clusters Score -225599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -225600.187500 Penalty: 3913.914551
	Iteration 31Q: 3 clusters Score -225600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -225600.718750 Penalty: 3913.914551
	Iteration 32Q: 3 clusters Score -225600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -225601.656250 Penalty: 3913.914551
	Iteration 33Q: 3 clusters Score -225601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -225601.656250 Penalty: 3913.914551
	Iteration 34F: 3 clusters Score -225601.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Entering Unmasked Estep 
Score: -562716.375000 Penalty: 2196.204590
	Iteration 0F: 2 clusters Score -562716.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -556967.500000 Penalty: 4392.409180
	Iteration 0F: 3 clusters Score -556967.5 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -558675.187500 Penalty: 4392.409180
	Iteration 1F: 3 clusters Score -558675.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -559177.562500 Penalty: 4392.409180
	Iteration 2F: 3 clusters Score -559177.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -559698.250000 Penalty: 4392.409180
	Iteration 3F: 3 clusters Score -559698.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -560286.812500 Penalty: 4392.409180
	Iteration 4F: 3 clusters Score -560286.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -560800.875000 Penalty: 4392.409180
	Iteration 5F: 3 clusters Score -560800.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -561111.000000 Penalty: 4392.409180
	Iteration 6F: 3 clusters Score -561111 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -561274.875000 Penalty: 4392.409180
	Iteration 7Q: 3 clusters Score -561274.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -561341.375000 Penalty: 4392.409180
	Iteration 8Q: 3 clusters Score -561341.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -561376.937500 Penalty: 4392.409180
	Iteration 9Q: 3 clusters Score -561376.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -561396.562500 Penalty: 4392.409180
	Iteration 10Q: 3 clusters Score -561396.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -561410.750000 Penalty: 4392.409180
	Iteration 11Q: 3 clusters Score -561410.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -561424.187500 Penalty: 4392.409180
	Iteration 12Q: 3 clusters Score -561424.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -561436.062500 Penalty: 4392.409180
	Iteration 13Q: 3 clusters Score -561436.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -561442.250000 Penalty: 4392.409180
	Iteration 14Q: 3 clusters Score -561442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -561449.000000 Penalty: 4392.409180
	Iteration 15Q: 3 clusters Score -561449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -561453.312500 Penalty: 4392.409180
	Iteration 16Q: 3 clusters Score -561453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -561455.125000 Penalty: 4392.409180
	Iteration 17Q: 3 clusters Score -561455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -561457.937500 Penalty: 4392.409180
	Iteration 18Q: 3 clusters Score -561457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -561460.562500 Penalty: 4392.409180
	Iteration 19Q: 3 clusters Score -561460.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -561464.750000 Penalty: 4392.409180
	Iteration 20F: 3 clusters Score -561464.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -561469.062500 Penalty: 4392.409180
	Iteration 21Q: 3 clusters Score -561469.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -561473.000000 Penalty: 4392.409180
	Iteration 22Q: 3 clusters Score -561473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -561479.062500 Penalty: 4392.409180
	Iteration 23Q: 3 clusters Score -561479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -561482.875000 Penalty: 4392.409180
	Iteration 24Q: 3 clusters Score -561482.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -561487.937500 Penalty: 4392.409180
	Iteration 25Q: 3 clusters Score -561487.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -561492.375000 Penalty: 4392.409180
	Iteration 26Q: 3 clusters Score -561492.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -561495.375000 Penalty: 4392.409180
	Iteration 27Q: 3 clusters Score -561495.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -561497.062500 Penalty: 4392.409180
	Iteration 28Q: 3 clusters Score -561497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -561498.187500 Penalty: 4392.409180
	Iteration 29Q: 3 clusters Score -561498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -561499.812500 Penalty: 4392.409180
	Iteration 30Q: 3 clusters Score -561499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -561499.812500 Penalty: 4392.409180
	Iteration 31F: 3 clusters Score -561499.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (100518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100518 members 
Entering Unmasked Estep 
Score: -8829875.000000 Penalty: 2856.486816
	Iteration 0F: 2 clusters Score -8829875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -8762508.000000 Penalty: 5712.973633
	Iteration 0F: 3 clusters Score -8762508 nChanged 47545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -8789713.000000 Penalty: 5712.973633
	Iteration 1F: 3 clusters Score -8789713 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -8790505.000000 Penalty: 5712.973633
	Iteration 2Q: 3 clusters Score -8790505 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -8791686.000000 Penalty: 5712.973633
	Iteration 3Q: 3 clusters Score -8791686 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -8793616.000000 Penalty: 5712.973633
	Iteration 4Q: 3 clusters Score -8793616 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 66601 members 
Entering Unmasked Estep 
Score: -8796975.000000 Penalty: 5712.973633
	Iteration 5F: 3 clusters Score -8796975 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -8802583.000000 Penalty: 5712.973633
	Iteration 6F: 3 clusters Score -8802583 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -8810322.000000 Penalty: 5712.973633
	Iteration 7F: 3 clusters Score -8810322 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -8818079.000000 Penalty: 5712.973633
	Iteration 8F: 3 clusters Score -8818079 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -8823309.000000 Penalty: 5712.973633
	Iteration 9F: 3 clusters Score -8823309 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 98587 members 
Entering Unmasked Estep 
Score: -8825875.000000 Penalty: 5712.973633
	Iteration 10Q: 3 clusters Score -8825875 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -8826826.000000 Penalty: 5712.973633
	Iteration 11Q: 3 clusters Score -8826826 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -8827200.000000 Penalty: 5712.973633
	Iteration 12Q: 3 clusters Score -8827200 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -8827373.000000 Penalty: 5712.973633
	Iteration 13Q: 3 clusters Score -8827373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -8827467.000000 Penalty: 5712.973633
	Iteration 14Q: 3 clusters Score -8827467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 100042 members 
Entering Unmasked Estep 
Score: -8827533.000000 Penalty: 5712.973633
	Iteration 15Q: 3 clusters Score -8827533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -8827565.000000 Penalty: 5712.973633
	Iteration 16Q: 3 clusters Score -8827565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -8827579.000000 Penalty: 5712.973633
	Iteration 17Q: 3 clusters Score -8827579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -8827582.000000 Penalty: 5712.973633
	Iteration 18Q: 3 clusters Score -8827582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -8827587.000000 Penalty: 5712.973633
	Iteration 19Q: 3 clusters Score -8827587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -8827596.000000 Penalty: 5712.973633
	Iteration 20F: 3 clusters Score -8827596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -8827603.000000 Penalty: 5712.973633
	Iteration 21Q: 3 clusters Score -8827603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -8827600.000000 Penalty: 5712.973633
	Iteration 22Q: 3 clusters Score -8827600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -8827602.000000 Penalty: 5712.973633
	Iteration 23Q: 3 clusters Score -8827602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -8827603.000000 Penalty: 5712.973633
	Iteration 24Q: 3 clusters Score -8827603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -8827603.000000 Penalty: 5712.973633
	Iteration 25F: 3 clusters Score -8827603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -519861.875000 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -519861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -514542.031250 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -514542 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -515993.906250 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -515993.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -516333.906250 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -516333.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -516682.375000 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -516682.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -517059.531250 Penalty: 4340.103027
	Iteration 4F: 3 clusters Score -517059.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -517505.843750 Penalty: 4340.103027
	Iteration 5F: 3 clusters Score -517505.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -517924.906250 Penalty: 4340.103027
	Iteration 6F: 3 clusters Score -517924.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -518326.375000 Penalty: 4340.103027
	Iteration 7F: 3 clusters Score -518326.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -518755.031250 Penalty: 4340.103027
	Iteration 8F: 3 clusters Score -518755 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -519096.437500 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -519096.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -519353.906250 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -519353.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -519482.000000 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -519482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -519555.687500 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -519555.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -519599.531250 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -519599.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -519623.312500 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -519623.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -519642.093750 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -519642.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -519661.937500 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -519661.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -519674.187500 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -519674.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -519692.062500 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -519692.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -519711.875000 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -519711.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -519725.125000 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -519725.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -519740.937500 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -519740.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -519763.250000 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -519763.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -519800.250000 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -519800.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -519855.781250 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -519855.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -519915.625000 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -519915.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -519966.593750 Penalty: 4340.103027
	Iteration 26Q: 3 clusters Score -519966.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -520009.562500 Penalty: 4340.103027
	Iteration 27Q: 3 clusters Score -520009.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -520047.281250 Penalty: 4340.103027
	Iteration 28Q: 3 clusters Score -520047.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -520073.937500 Penalty: 4340.103027
	Iteration 29Q: 3 clusters Score -520073.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -520093.937500 Penalty: 4340.103027
	Iteration 30Q: 3 clusters Score -520093.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -520106.906250 Penalty: 4340.103027
	Iteration 31Q: 3 clusters Score -520106.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -520117.062500 Penalty: 4340.103027
	Iteration 32Q: 3 clusters Score -520117.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -520122.562500 Penalty: 4340.103027
	Iteration 33Q: 3 clusters Score -520122.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -520126.843750 Penalty: 4340.103027
	Iteration 34Q: 3 clusters Score -520126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -520129.343750 Penalty: 4340.103027
	Iteration 35Q: 3 clusters Score -520129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -520129.750000 Penalty: 4340.103027
	Iteration 36Q: 3 clusters Score -520129.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -520130.093750 Penalty: 4340.103027
	Iteration 37Q: 3 clusters Score -520130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -520130.093750 Penalty: 4340.103027
	Iteration 38F: 3 clusters Score -520130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28565 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100518 members 
Mstep: Class 18 contains 4787 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415319 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329266 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22801 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15014 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59127 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 7864 members 
Mstep: Class 41 contains 1525 members 
Entering Unmasked Estep 
Score: -113005128.000000 Penalty: 143381.515625
Splitting cluster 18 changes total score from -113006392.000000 to -113005128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Entering Unmasked Estep 
Score: -1113038.125000 Penalty: 2349.440674
	Iteration 0F: 2 clusters Score -1113038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1103469.375000 Penalty: 4698.881348
	Iteration 0F: 3 clusters Score -1103469 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1106528.375000 Penalty: 4698.881348
	Iteration 1F: 3 clusters Score -1106528 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1106967.375000 Penalty: 4698.881348
	Iteration 2F: 3 clusters Score -1106967 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1107340.875000 Penalty: 4698.881348
	Iteration 3F: 3 clusters Score -1107341 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1107662.000000 Penalty: 4698.881348
	Iteration 4Q: 3 clusters Score -1107662 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1107991.500000 Penalty: 4698.881348
	Iteration 5Q: 3 clusters Score -1107992 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1108357.750000 Penalty: 4698.881348
	Iteration 6Q: 3 clusters Score -1108358 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1108674.750000 Penalty: 4698.881348
	Iteration 7Q: 3 clusters Score -1108675 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1108967.000000 Penalty: 4698.881348
	Iteration 8Q: 3 clusters Score -1108967 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1109264.750000 Penalty: 4698.881348
	Iteration 9Q: 3 clusters Score -1109265 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1109562.500000 Penalty: 4698.881348
	Iteration 10Q: 3 clusters Score -1109562 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1109833.750000 Penalty: 4698.881348
	Iteration 11Q: 3 clusters Score -1109834 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1110042.750000 Penalty: 4698.881348
	Iteration 12Q: 3 clusters Score -1110043 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1110225.000000 Penalty: 4698.881348
	Iteration 13Q: 3 clusters Score -1110225 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1110362.125000 Penalty: 4698.881348
	Iteration 14Q: 3 clusters Score -1110362 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1110459.625000 Penalty: 4698.881348
	Iteration 15Q: 3 clusters Score -1110460 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1110528.750000 Penalty: 4698.881348
	Iteration 16Q: 3 clusters Score -1110529 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1110584.500000 Penalty: 4698.881348
	Iteration 17Q: 3 clusters Score -1110584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1110621.000000 Penalty: 4698.881348
	Iteration 18Q: 3 clusters Score -1110621 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1110648.875000 Penalty: 4698.881348
	Iteration 19Q: 3 clusters Score -1110649 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1110661.250000 Penalty: 4698.881348
	Iteration 20F: 3 clusters Score -1110661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1110670.500000 Penalty: 4698.881348
	Iteration 21Q: 3 clusters Score -1110670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1110678.250000 Penalty: 4698.881348
	Iteration 22Q: 3 clusters Score -1110678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1110684.000000 Penalty: 4698.881348
	Iteration 23Q: 3 clusters Score -1110684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1110688.875000 Penalty: 4698.881348
	Iteration 24Q: 3 clusters Score -1110689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1110694.625000 Penalty: 4698.881348
	Iteration 25Q: 3 clusters Score -1110695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1110699.500000 Penalty: 4698.881348
	Iteration 26Q: 3 clusters Score -1110700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1110702.750000 Penalty: 4698.881348
	Iteration 27Q: 3 clusters Score -1110703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1110707.500000 Penalty: 4698.881348
	Iteration 28Q: 3 clusters Score -1110708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1110710.375000 Penalty: 4698.881348
	Iteration 29Q: 3 clusters Score -1110710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1110713.375000 Penalty: 4698.881348
	Iteration 30Q: 3 clusters Score -1110713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1110712.625000 Penalty: 4698.881348
	Iteration 31Q: 3 clusters Score -1110713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1110714.625000 Penalty: 4698.881348
	Iteration 32Q: 3 clusters Score -1110715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1110718.000000 Penalty: 4698.881348
	Iteration 33Q: 3 clusters Score -1110718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1110724.625000 Penalty: 4698.881348
	Iteration 34Q: 3 clusters Score -1110725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1110728.750000 Penalty: 4698.881348
	Iteration 35Q: 3 clusters Score -1110729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1110729.250000 Penalty: 4698.881348
	Iteration 36Q: 3 clusters Score -1110729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1110737.625000 Penalty: 4698.881348
	Iteration 37Q: 3 clusters Score -1110738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1110740.750000 Penalty: 4698.881348
	Iteration 38Q: 3 clusters Score -1110741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1110743.750000 Penalty: 4698.881348
	Iteration 39Q: 3 clusters Score -1110744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1110748.875000 Penalty: 4698.881348
	Iteration 40F: 3 clusters Score -1110749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1110753.000000 Penalty: 4698.881348
	Iteration 41Q: 3 clusters Score -1110753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1110754.125000 Penalty: 4698.881348
	Iteration 42Q: 3 clusters Score -1110754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1110759.375000 Penalty: 4698.881348
	Iteration 43Q: 3 clusters Score -1110759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1110766.625000 Penalty: 4698.881348
	Iteration 44Q: 3 clusters Score -1110767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1110778.125000 Penalty: 4698.881348
	Iteration 45Q: 3 clusters Score -1110778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1110785.750000 Penalty: 4698.881348
	Iteration 46Q: 3 clusters Score -1110786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1110794.375000 Penalty: 4698.881348
	Iteration 47Q: 3 clusters Score -1110794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1110807.500000 Penalty: 4698.881348
	Iteration 48Q: 3 clusters Score -1110808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1110819.750000 Penalty: 4698.881348
	Iteration 49Q: 3 clusters Score -1110820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1110832.250000 Penalty: 4698.881348
	Iteration 50Q: 3 clusters Score -1110832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1110849.125000 Penalty: 4698.881348
	Iteration 51Q: 3 clusters Score -1110849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1110866.250000 Penalty: 4698.881348
	Iteration 52Q: 3 clusters Score -1110866 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1110887.250000 Penalty: 4698.881348
	Iteration 53Q: 3 clusters Score -1110887 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1110912.625000 Penalty: 4698.881348
	Iteration 54Q: 3 clusters Score -1110913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1110936.125000 Penalty: 4698.881348
	Iteration 55Q: 3 clusters Score -1110936 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1110963.500000 Penalty: 4698.881348
	Iteration 56Q: 3 clusters Score -1110964 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1110997.875000 Penalty: 4698.881348
	Iteration 57Q: 3 clusters Score -1110998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1111034.000000 Penalty: 4698.881348
	Iteration 58Q: 3 clusters Score -1111034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1111067.500000 Penalty: 4698.881348
	Iteration 59Q: 3 clusters Score -1111068 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1111103.875000 Penalty: 4698.881348
	Iteration 60F: 3 clusters Score -1111104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1111140.375000 Penalty: 4698.881348
	Iteration 61Q: 3 clusters Score -1111140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1111164.625000 Penalty: 4698.881348
	Iteration 62Q: 3 clusters Score -1111165 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1111194.625000 Penalty: 4698.881348
	Iteration 63Q: 3 clusters Score -1111195 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1111247.250000 Penalty: 4698.881348
	Iteration 64Q: 3 clusters Score -1111247 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1111292.875000 Penalty: 4698.881348
	Iteration 65Q: 3 clusters Score -1111293 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1111335.500000 Penalty: 4698.881348
	Iteration 66Q: 3 clusters Score -1111336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1111387.000000 Penalty: 4698.881348
	Iteration 67Q: 3 clusters Score -1111387 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1111442.375000 Penalty: 4698.881348
	Iteration 68Q: 3 clusters Score -1111442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1111522.000000 Penalty: 4698.881348
	Iteration 69Q: 3 clusters Score -1111522 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1111642.000000 Penalty: 4698.881348
	Iteration 70Q: 3 clusters Score -1111642 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1111800.375000 Penalty: 4698.881348
	Iteration 71Q: 3 clusters Score -1111800 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1111938.375000 Penalty: 4698.881348
	Iteration 72Q: 3 clusters Score -1111938 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1112074.250000 Penalty: 4698.881348
	Iteration 73Q: 3 clusters Score -1112074 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1112185.250000 Penalty: 4698.881348
	Iteration 74Q: 3 clusters Score -1112185 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1112264.000000 Penalty: 4698.881348
	Iteration 75Q: 3 clusters Score -1112264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1112336.875000 Penalty: 4698.881348
	Iteration 76Q: 3 clusters Score -1112337 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1112392.125000 Penalty: 4698.881348
	Iteration 77Q: 3 clusters Score -1112392 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1112437.375000 Penalty: 4698.881348
	Iteration 78Q: 3 clusters Score -1112437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1112468.625000 Penalty: 4698.881348
	Iteration 79Q: 3 clusters Score -1112469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1112489.000000 Penalty: 4698.881348
	Iteration 80F: 3 clusters Score -1112489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1112498.000000 Penalty: 4698.881348
	Iteration 81Q: 3 clusters Score -1112498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1112507.750000 Penalty: 4698.881348
	Iteration 82Q: 3 clusters Score -1112508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1112513.125000 Penalty: 4698.881348
	Iteration 83Q: 3 clusters Score -1112513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1112516.875000 Penalty: 4698.881348
	Iteration 84Q: 3 clusters Score -1112517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1112523.375000 Penalty: 4698.881348
	Iteration 85Q: 3 clusters Score -1112523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1112525.250000 Penalty: 4698.881348
	Iteration 86Q: 3 clusters Score -1112525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1112527.375000 Penalty: 4698.881348
	Iteration 87Q: 3 clusters Score -1112527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1112531.500000 Penalty: 4698.881348
	Iteration 88Q: 3 clusters Score -1112532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1112531.250000 Penalty: 4698.881348
	Iteration 89Q: 3 clusters Score -1112531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1112533.250000 Penalty: 4698.881348
	Iteration 90Q: 3 clusters Score -1112533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1112535.750000 Penalty: 4698.881348
	Iteration 91Q: 3 clusters Score -1112536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1112538.125000 Penalty: 4698.881348
	Iteration 92Q: 3 clusters Score -1112538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1112541.375000 Penalty: 4698.881348
	Iteration 93Q: 3 clusters Score -1112541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1112541.375000 Penalty: 4698.881348
	Iteration 94Q: 3 clusters Score -1112541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1112542.250000 Penalty: 4698.881348
	Iteration 95Q: 3 clusters Score -1112542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1112539.125000 Penalty: 4698.881348
	Iteration 96Q: 3 clusters Score -1112539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1112539.625000 Penalty: 4698.881348
	Iteration 97Q: 3 clusters Score -1112540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1112540.625000 Penalty: 4698.881348
	Iteration 98Q: 3 clusters Score -1112541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1112541.750000 Penalty: 4698.881348
	Iteration 99Q: 3 clusters Score -1112542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1112541.750000 Penalty: 4698.881348
	Iteration 100F: 3 clusters Score -1112542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Entering Unmasked Estep 
Score: -1954720.375000 Penalty: 2501.146240
	Iteration 0F: 2 clusters Score -1954720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1938040.750000 Penalty: 5002.292480
	Iteration 0F: 3 clusters Score -1938041 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1943973.500000 Penalty: 5002.292480
	Iteration 1F: 3 clusters Score -1943974 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1944499.125000 Penalty: 5002.292480
	Iteration 2F: 3 clusters Score -1944499 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1945038.375000 Penalty: 5002.292480
	Iteration 3Q: 3 clusters Score -1945038 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1945637.750000 Penalty: 5002.292480
	Iteration 4Q: 3 clusters Score -1945638 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1946353.125000 Penalty: 5002.292480
	Iteration 5Q: 3 clusters Score -1946353 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1947112.750000 Penalty: 5002.292480
	Iteration 6Q: 3 clusters Score -1947113 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1947835.625000 Penalty: 5002.292480
	Iteration 7F: 3 clusters Score -1947836 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1948497.875000 Penalty: 5002.292480
	Iteration 8Q: 3 clusters Score -1948498 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1949091.000000 Penalty: 5002.292480
	Iteration 9Q: 3 clusters Score -1949091 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1949633.500000 Penalty: 5002.292480
	Iteration 10Q: 3 clusters Score -1949634 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1950120.625000 Penalty: 5002.292480
	Iteration 11Q: 3 clusters Score -1950121 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1950532.125000 Penalty: 5002.292480
	Iteration 12Q: 3 clusters Score -1950532 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1950880.125000 Penalty: 5002.292480
	Iteration 13Q: 3 clusters Score -1950880 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1951180.250000 Penalty: 5002.292480
	Iteration 14Q: 3 clusters Score -1951180 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1951424.625000 Penalty: 5002.292480
	Iteration 15Q: 3 clusters Score -1951425 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -1951633.625000 Penalty: 5002.292480
	Iteration 16Q: 3 clusters Score -1951634 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1951843.125000 Penalty: 5002.292480
	Iteration 17Q: 3 clusters Score -1951843 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -1952041.125000 Penalty: 5002.292480
	Iteration 18Q: 3 clusters Score -1952041 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -1952255.250000 Penalty: 5002.292480
	Iteration 19Q: 3 clusters Score -1952255 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -1952436.125000 Penalty: 5002.292480
	Iteration 20F: 3 clusters Score -1952436 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -1952632.375000 Penalty: 5002.292480
	Iteration 21Q: 3 clusters Score -1952632 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -1952798.750000 Penalty: 5002.292480
	Iteration 22Q: 3 clusters Score -1952799 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -1952929.500000 Penalty: 5002.292480
	Iteration 23Q: 3 clusters Score -1952930 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -1953005.250000 Penalty: 5002.292480
	Iteration 24Q: 3 clusters Score -1953005 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -1953070.125000 Penalty: 5002.292480
	Iteration 25Q: 3 clusters Score -1953070 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -1953124.875000 Penalty: 5002.292480
	Iteration 26Q: 3 clusters Score -1953125 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -1953179.500000 Penalty: 5002.292480
	Iteration 27Q: 3 clusters Score -1953180 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -1953228.125000 Penalty: 5002.292480
	Iteration 28Q: 3 clusters Score -1953228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -1953275.625000 Penalty: 5002.292480
	Iteration 29Q: 3 clusters Score -1953276 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -1953321.125000 Penalty: 5002.292480
	Iteration 30Q: 3 clusters Score -1953321 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -1953362.625000 Penalty: 5002.292480
	Iteration 31Q: 3 clusters Score -1953363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1953392.500000 Penalty: 5002.292480
	Iteration 32Q: 3 clusters Score -1953392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -1953406.000000 Penalty: 5002.292480
	Iteration 33Q: 3 clusters Score -1953406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -1953414.125000 Penalty: 5002.292480
	Iteration 34Q: 3 clusters Score -1953414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -1953419.875000 Penalty: 5002.292480
	Iteration 35Q: 3 clusters Score -1953420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -1953425.000000 Penalty: 5002.292480
	Iteration 36Q: 3 clusters Score -1953425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -1953433.375000 Penalty: 5002.292480
	Iteration 37Q: 3 clusters Score -1953433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -1953440.375000 Penalty: 5002.292480
	Iteration 38Q: 3 clusters Score -1953440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -1953451.375000 Penalty: 5002.292480
	Iteration 39Q: 3 clusters Score -1953451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -1953450.000000 Penalty: 5002.292480
	Iteration 40F: 3 clusters Score -1953450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -1953457.375000 Penalty: 5002.292480
	Iteration 41Q: 3 clusters Score -1953457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -1953463.500000 Penalty: 5002.292480
	Iteration 42Q: 3 clusters Score -1953464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -1953462.500000 Penalty: 5002.292480
	Iteration 43Q: 3 clusters Score -1953462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1953462.625000 Penalty: 5002.292480
	Iteration 44Q: 3 clusters Score -1953463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1953461.000000 Penalty: 5002.292480
	Iteration 45Q: 3 clusters Score -1953461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -1953460.750000 Penalty: 5002.292480
	Iteration 46Q: 3 clusters Score -1953461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -1953460.125000 Penalty: 5002.292480
	Iteration 47Q: 3 clusters Score -1953460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -1953461.375000 Penalty: 5002.292480
	Iteration 48Q: 3 clusters Score -1953461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -1953460.375000 Penalty: 5002.292480
	Iteration 49Q: 3 clusters Score -1953460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -1953460.375000 Penalty: 5002.292480
	Iteration 50F: 3 clusters Score -1953460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Entering Unmasked Estep 
Score: -506974.687500 Penalty: 2198.071533
	Iteration 0F: 2 clusters Score -506974.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -501147.312500 Penalty: 4396.143066
	Iteration 0F: 3 clusters Score -501147.3 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -502858.625000 Penalty: 4396.143066
	Iteration 1F: 3 clusters Score -502858.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -503506.187500 Penalty: 4396.143066
	Iteration 2F: 3 clusters Score -503506.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -504202.781250 Penalty: 4396.143066
	Iteration 3F: 3 clusters Score -504202.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -504891.000000 Penalty: 4396.143066
	Iteration 4F: 3 clusters Score -504891 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -505443.281250 Penalty: 4396.143066
	Iteration 5F: 3 clusters Score -505443.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -505819.906250 Penalty: 4396.143066
	Iteration 6F: 3 clusters Score -505819.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -506038.781250 Penalty: 4396.143066
	Iteration 7Q: 3 clusters Score -506038.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -506187.687500 Penalty: 4396.143066
	Iteration 8Q: 3 clusters Score -506187.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -506286.062500 Penalty: 4396.143066
	Iteration 9Q: 3 clusters Score -506286.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -506353.906250 Penalty: 4396.143066
	Iteration 10Q: 3 clusters Score -506353.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -506412.312500 Penalty: 4396.143066
	Iteration 11Q: 3 clusters Score -506412.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -506462.500000 Penalty: 4396.143066
	Iteration 12Q: 3 clusters Score -506462.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -506516.968750 Penalty: 4396.143066
	Iteration 13Q: 3 clusters Score -506517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -506556.437500 Penalty: 4396.143066
	Iteration 14Q: 3 clusters Score -506556.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -506599.156250 Penalty: 4396.143066
	Iteration 15Q: 3 clusters Score -506599.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -506627.968750 Penalty: 4396.143066
	Iteration 16Q: 3 clusters Score -506628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -506643.562500 Penalty: 4396.143066
	Iteration 17Q: 3 clusters Score -506643.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -506655.468750 Penalty: 4396.143066
	Iteration 18Q: 3 clusters Score -506655.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -506664.937500 Penalty: 4396.143066
	Iteration 19Q: 3 clusters Score -506664.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -506675.218750 Penalty: 4396.143066
	Iteration 20F: 3 clusters Score -506675.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -506683.062500 Penalty: 4396.143066
	Iteration 21Q: 3 clusters Score -506683.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -506687.968750 Penalty: 4396.143066
	Iteration 22Q: 3 clusters Score -506688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -506693.406250 Penalty: 4396.143066
	Iteration 23Q: 3 clusters Score -506693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -506695.531250 Penalty: 4396.143066
	Iteration 24Q: 3 clusters Score -506695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -506696.687500 Penalty: 4396.143066
	Iteration 25Q: 3 clusters Score -506696.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -506701.343750 Penalty: 4396.143066
	Iteration 26Q: 3 clusters Score -506701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -506704.093750 Penalty: 4396.143066
	Iteration 27Q: 3 clusters Score -506704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -506704.125000 Penalty: 4396.143066
	Iteration 28Q: 3 clusters Score -506704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -506704.812500 Penalty: 4396.143066
	Iteration 29Q: 3 clusters Score -506704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -506704.593750 Penalty: 4396.143066
	Iteration 30Q: 3 clusters Score -506704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -506706.250000 Penalty: 4396.143066
	Iteration 31Q: 3 clusters Score -506706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -506706.968750 Penalty: 4396.143066
	Iteration 32Q: 3 clusters Score -506707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -506707.562500 Penalty: 4396.143066
	Iteration 33Q: 3 clusters Score -506707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -506707.843750 Penalty: 4396.143066
	Iteration 34Q: 3 clusters Score -506707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -506706.406250 Penalty: 4396.143066
	Iteration 35Q: 3 clusters Score -506706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -506706.156250 Penalty: 4396.143066
	Iteration 36Q: 3 clusters Score -506706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -506707.062500 Penalty: 4396.143066
	Iteration 37Q: 3 clusters Score -506707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -506707.687500 Penalty: 4396.143066
	Iteration 38Q: 3 clusters Score -506707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -506707.750000 Penalty: 4396.143066
	Iteration 39Q: 3 clusters Score -506707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -506707.750000 Penalty: 4396.143066
	Iteration 40F: 3 clusters Score -506707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (415319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415319 members 
Entering Unmasked Estep 
Score: -36681528.000000 Penalty: 3208.326904
	Iteration 0F: 2 clusters Score -3.668153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207734 members 
Mstep: Class 2 contains 207585 members 
Entering Unmasked Estep 
Score: -36401276.000000 Penalty: 6416.653809
	Iteration 0F: 3 clusters Score -3.640128e+07 nChanged 202514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206730 members 
Mstep: Class 2 contains 208589 members 
Entering Unmasked Estep 
Score: -36523488.000000 Penalty: 6416.653809
	Iteration 1F: 3 clusters Score -3.652349e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205414 members 
Mstep: Class 2 contains 209905 members 
Entering Unmasked Estep 
Score: -36526024.000000 Penalty: 6416.653809
	Iteration 2Q: 3 clusters Score -3.652602e+07 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202739 members 
Mstep: Class 2 contains 212580 members 
Entering Unmasked Estep 
Score: -36529336.000000 Penalty: 6416.653809
	Iteration 3Q: 3 clusters Score -3.652934e+07 nChanged 16285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198250 members 
Mstep: Class 2 contains 217069 members 
Entering Unmasked Estep 
Score: -36535260.000000 Penalty: 6416.653809
	Iteration 4Q: 3 clusters Score -3.653526e+07 nChanged 19989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191463 members 
Mstep: Class 2 contains 223856 members 
Entering Unmasked Estep 
Score: -36543760.000000 Penalty: 6416.653809
	Iteration 5Q: 3 clusters Score -3.654376e+07 nChanged 23581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182342 members 
Mstep: Class 2 contains 232977 members 
Entering Unmasked Estep 
Score: -36555240.000000 Penalty: 6416.653809
	Iteration 6F: 3 clusters Score -3.655524e+07 nChanged 25173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171341 members 
Mstep: Class 2 contains 243978 members 
Entering Unmasked Estep 
Score: -36567444.000000 Penalty: 6416.653809
	Iteration 7F: 3 clusters Score -3.656744e+07 nChanged 24751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159018 members 
Mstep: Class 2 contains 256301 members 
Entering Unmasked Estep 
Score: -36579160.000000 Penalty: 6416.653809
	Iteration 8F: 3 clusters Score -3.657916e+07 nChanged 22369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145881 members 
Mstep: Class 2 contains 269438 members 
Entering Unmasked Estep 
Score: -36588896.000000 Penalty: 6416.653809
	Iteration 9F: 3 clusters Score -3.65889e+07 nChanged 19303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132228 members 
Mstep: Class 2 contains 283091 members 
Entering Unmasked Estep 
Score: -36596544.000000 Penalty: 6416.653809
	Iteration 10Q: 3 clusters Score -3.659654e+07 nChanged 16789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118035 members 
Mstep: Class 2 contains 297284 members 
Entering Unmasked Estep 
Score: -36603592.000000 Penalty: 6416.653809
	Iteration 11Q: 3 clusters Score -3.660359e+07 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 312405 members 
Entering Unmasked Estep 
Score: -36610436.000000 Penalty: 6416.653809
	Iteration 12Q: 3 clusters Score -3.661044e+07 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 328287 members 
Entering Unmasked Estep 
Score: -36618664.000000 Penalty: 6416.653809
	Iteration 13Q: 3 clusters Score -3.661866e+07 nChanged 16414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70618 members 
Mstep: Class 2 contains 344701 members 
Entering Unmasked Estep 
Score: -36627012.000000 Penalty: 6416.653809
	Iteration 14Q: 3 clusters Score -3.662701e+07 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 361018 members 
Entering Unmasked Estep 
Score: -36636632.000000 Penalty: 6416.653809
	Iteration 15Q: 3 clusters Score -3.663663e+07 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 376756 members 
Entering Unmasked Estep 
Score: -36647028.000000 Penalty: 6416.653809
	Iteration 16Q: 3 clusters Score -3.664703e+07 nChanged 14037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 390793 members 
Entering Unmasked Estep 
Score: -36658160.000000 Penalty: 6416.653809
	Iteration 17Q: 3 clusters Score -3.665816e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 401950 members 
Entering Unmasked Estep 
Score: -36667976.000000 Penalty: 6416.653809
	Iteration 18Q: 3 clusters Score -3.666798e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 409014 members 
Entering Unmasked Estep 
Score: -36674132.000000 Penalty: 6416.653809
	Iteration 19Q: 3 clusters Score -3.667413e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 412271 members 
Entering Unmasked Estep 
Score: -36676872.000000 Penalty: 6416.653809
	Iteration 20F: 3 clusters Score -3.667687e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 413547 members 
Entering Unmasked Estep 
Score: -36677856.000000 Penalty: 6416.653809
	Iteration 21Q: 3 clusters Score -3.667786e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 414035 members 
Entering Unmasked Estep 
Score: -36678300.000000 Penalty: 6416.653809
	Iteration 22Q: 3 clusters Score -3.66783e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 414237 members 
Entering Unmasked Estep 
Score: -36678432.000000 Penalty: 6416.653809
	Iteration 23Q: 3 clusters Score -3.667843e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 414326 members 
Entering Unmasked Estep 
Score: -36678528.000000 Penalty: 6416.653809
	Iteration 24Q: 3 clusters Score -3.667853e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 414388 members 
Entering Unmasked Estep 
Score: -36678680.000000 Penalty: 6416.653809
	Iteration 25Q: 3 clusters Score -3.667868e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 414432 members 
Entering Unmasked Estep 
Score: -36678788.000000 Penalty: 6416.653809
	Iteration 26Q: 3 clusters Score -3.667879e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 414458 members 
Entering Unmasked Estep 
Score: -36678844.000000 Penalty: 6416.653809
	Iteration 27Q: 3 clusters Score -3.667884e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 414470 members 
Entering Unmasked Estep 
Score: -36678892.000000 Penalty: 6416.653809
	Iteration 28Q: 3 clusters Score -3.667889e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 414483 members 
Entering Unmasked Estep 
Score: -36678920.000000 Penalty: 6416.653809
	Iteration 29Q: 3 clusters Score -3.667892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 414495 members 
Entering Unmasked Estep 
Score: -36678908.000000 Penalty: 6416.653809
	Iteration 30Q: 3 clusters Score -3.667891e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 414505 members 
Entering Unmasked Estep 
Score: -36678960.000000 Penalty: 6416.653809
	Iteration 31Q: 3 clusters Score -3.667896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 414504 members 
Entering Unmasked Estep 
Score: -36679016.000000 Penalty: 6416.653809
	Iteration 32Q: 3 clusters Score -3.667902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 414505 members 
Entering Unmasked Estep 
Score: -36679008.000000 Penalty: 6416.653809
	Iteration 33Q: 3 clusters Score -3.667901e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 414508 members 
Entering Unmasked Estep 
Score: -36679024.000000 Penalty: 6416.653809
	Iteration 34Q: 3 clusters Score -3.667902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 414515 members 
Entering Unmasked Estep 
Score: -36679072.000000 Penalty: 6416.653809
	Iteration 35Q: 3 clusters Score -3.667907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 414515 members 
Entering Unmasked Estep 
Score: -36679036.000000 Penalty: 6416.653809
	Iteration 36Q: 3 clusters Score -3.667904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 414511 members 
Entering Unmasked Estep 
Score: -36679044.000000 Penalty: 6416.653809
	Iteration 37Q: 3 clusters Score -3.667904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 414503 members 
Entering Unmasked Estep 
Score: -36679048.000000 Penalty: 6416.653809
	Iteration 38Q: 3 clusters Score -3.667905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 414495 members 
Entering Unmasked Estep 
Score: -36679060.000000 Penalty: 6416.653809
	Iteration 39Q: 3 clusters Score -3.667906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 414494 members 
Entering Unmasked Estep 
Score: -36679084.000000 Penalty: 6416.653809
	Iteration 40F: 3 clusters Score -3.667908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 414492 members 
Entering Unmasked Estep 
Score: -36679108.000000 Penalty: 6416.653809
	Iteration 41Q: 3 clusters Score -3.667911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 414486 members 
Entering Unmasked Estep 
Score: -36679076.000000 Penalty: 6416.653809
	Iteration 42Q: 3 clusters Score -3.667908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 414477 members 
Entering Unmasked Estep 
Score: -36679084.000000 Penalty: 6416.653809
	Iteration 43Q: 3 clusters Score -3.667908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 414474 members 
Entering Unmasked Estep 
Score: -36679100.000000 Penalty: 6416.653809
	Iteration 44Q: 3 clusters Score -3.66791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 414475 members 
Entering Unmasked Estep 
Score: -36679120.000000 Penalty: 6416.653809
	Iteration 45Q: 3 clusters Score -3.667912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 414479 members 
Entering Unmasked Estep 
Score: -36679140.000000 Penalty: 6416.653809
	Iteration 46Q: 3 clusters Score -3.667914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 414485 members 
Entering Unmasked Estep 
Score: -36679128.000000 Penalty: 6416.653809
	Iteration 47Q: 3 clusters Score -3.667913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 414491 members 
Entering Unmasked Estep 
Score: -36679168.000000 Penalty: 6416.653809
	Iteration 48Q: 3 clusters Score -3.667917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 414490 members 
Entering Unmasked Estep 
Score: -36679172.000000 Penalty: 6416.653809
	Iteration 49Q: 3 clusters Score -3.667917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 414494 members 
Entering Unmasked Estep 
Score: -36679172.000000 Penalty: 6416.653809
	Iteration 50Q: 3 clusters Score -3.667917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 414487 members 
Entering Unmasked Estep 
Score: -36679176.000000 Penalty: 6416.653809
	Iteration 51Q: 3 clusters Score -3.667918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 414483 members 
Entering Unmasked Estep 
Score: -36679176.000000 Penalty: 6416.653809
	Iteration 52Q: 3 clusters Score -3.667918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 414482 members 
Entering Unmasked Estep 
Score: -36679192.000000 Penalty: 6416.653809
	Iteration 53Q: 3 clusters Score -3.667919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 414471 members 
Entering Unmasked Estep 
Score: -36679232.000000 Penalty: 6416.653809
	Iteration 54Q: 3 clusters Score -3.667923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 414460 members 
Entering Unmasked Estep 
Score: -36679220.000000 Penalty: 6416.653809
	Iteration 55Q: 3 clusters Score -3.667922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 414456 members 
Entering Unmasked Estep 
Score: -36679220.000000 Penalty: 6416.653809
	Iteration 56Q: 3 clusters Score -3.667922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 414452 members 
Entering Unmasked Estep 
Score: -36679264.000000 Penalty: 6416.653809
	Iteration 57Q: 3 clusters Score -3.667926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 414442 members 
Entering Unmasked Estep 
Score: -36679284.000000 Penalty: 6416.653809
	Iteration 58Q: 3 clusters Score -3.667928e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 414429 members 
Entering Unmasked Estep 
Score: -36679260.000000 Penalty: 6416.653809
	Iteration 59Q: 3 clusters Score -3.667926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 414426 members 
Entering Unmasked Estep 
Score: -36679296.000000 Penalty: 6416.653809
	Iteration 60F: 3 clusters Score -3.66793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 414421 members 
Entering Unmasked Estep 
Score: -36679308.000000 Penalty: 6416.653809
	Iteration 61Q: 3 clusters Score -3.667931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 414412 members 
Entering Unmasked Estep 
Score: -36679328.000000 Penalty: 6416.653809
	Iteration 62Q: 3 clusters Score -3.667933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 414405 members 
Entering Unmasked Estep 
Score: -36679316.000000 Penalty: 6416.653809
	Iteration 63Q: 3 clusters Score -3.667932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 414389 members 
Entering Unmasked Estep 
Score: -36679288.000000 Penalty: 6416.653809
	Iteration 64Q: 3 clusters Score -3.667929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 414377 members 
Entering Unmasked Estep 
Score: -36679316.000000 Penalty: 6416.653809
	Iteration 65Q: 3 clusters Score -3.667932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 414362 members 
Entering Unmasked Estep 
Score: -36679316.000000 Penalty: 6416.653809
	Iteration 66Q: 3 clusters Score -3.667932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 414347 members 
Entering Unmasked Estep 
Score: -36679340.000000 Penalty: 6416.653809
	Iteration 67Q: 3 clusters Score -3.667934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 414320 members 
Entering Unmasked Estep 
Score: -36679344.000000 Penalty: 6416.653809
	Iteration 68Q: 3 clusters Score -3.667934e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 414307 members 
Entering Unmasked Estep 
Score: -36679356.000000 Penalty: 6416.653809
	Iteration 69Q: 3 clusters Score -3.667936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 414286 members 
Entering Unmasked Estep 
Score: -36679364.000000 Penalty: 6416.653809
	Iteration 70Q: 3 clusters Score -3.667936e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 414273 members 
Entering Unmasked Estep 
Score: -36679372.000000 Penalty: 6416.653809
	Iteration 71Q: 3 clusters Score -3.667937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 414257 members 
Entering Unmasked Estep 
Score: -36679388.000000 Penalty: 6416.653809
	Iteration 72Q: 3 clusters Score -3.667939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 414239 members 
Entering Unmasked Estep 
Score: -36679416.000000 Penalty: 6416.653809
	Iteration 73Q: 3 clusters Score -3.667942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 414225 members 
Entering Unmasked Estep 
Score: -36679416.000000 Penalty: 6416.653809
	Iteration 74Q: 3 clusters Score -3.667942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 414212 members 
Entering Unmasked Estep 
Score: -36679468.000000 Penalty: 6416.653809
	Iteration 75Q: 3 clusters Score -3.667947e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 414201 members 
Entering Unmasked Estep 
Score: -36679440.000000 Penalty: 6416.653809
	Iteration 76Q: 3 clusters Score -3.667944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 414180 members 
Entering Unmasked Estep 
Score: -36679448.000000 Penalty: 6416.653809
	Iteration 77Q: 3 clusters Score -3.667945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 414163 members 
Entering Unmasked Estep 
Score: -36679448.000000 Penalty: 6416.653809
	Iteration 78Q: 3 clusters Score -3.667945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 414154 members 
Entering Unmasked Estep 
Score: -36679436.000000 Penalty: 6416.653809
	Iteration 79Q: 3 clusters Score -3.667944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 414144 members 
Entering Unmasked Estep 
Score: -36679484.000000 Penalty: 6416.653809
	Iteration 80F: 3 clusters Score -3.667948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 414137 members 
Entering Unmasked Estep 
Score: -36679484.000000 Penalty: 6416.653809
	Iteration 81Q: 3 clusters Score -3.667948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 414131 members 
Entering Unmasked Estep 
Score: -36679496.000000 Penalty: 6416.653809
	Iteration 82Q: 3 clusters Score -3.66795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 414128 members 
Entering Unmasked Estep 
Score: -36679512.000000 Penalty: 6416.653809
	Iteration 83Q: 3 clusters Score -3.667951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 414118 members 
Entering Unmasked Estep 
Score: -36679520.000000 Penalty: 6416.653809
	Iteration 84Q: 3 clusters Score -3.667952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 414119 members 
Entering Unmasked Estep 
Score: -36679528.000000 Penalty: 6416.653809
	Iteration 85Q: 3 clusters Score -3.667953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 414115 members 
Entering Unmasked Estep 
Score: -36679520.000000 Penalty: 6416.653809
	Iteration 86Q: 3 clusters Score -3.667952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 414111 members 
Entering Unmasked Estep 
Score: -36679524.000000 Penalty: 6416.653809
	Iteration 87Q: 3 clusters Score -3.667952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 414108 members 
Entering Unmasked Estep 
Score: -36679520.000000 Penalty: 6416.653809
	Iteration 88Q: 3 clusters Score -3.667952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 414103 members 
Entering Unmasked Estep 
Score: -36679524.000000 Penalty: 6416.653809
	Iteration 89Q: 3 clusters Score -3.667952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 414096 members 
Entering Unmasked Estep 
Score: -36679536.000000 Penalty: 6416.653809
	Iteration 90Q: 3 clusters Score -3.667954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 414091 members 
Entering Unmasked Estep 
Score: -36679516.000000 Penalty: 6416.653809
	Iteration 91Q: 3 clusters Score -3.667952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 414086 members 
Entering Unmasked Estep 
Score: -36679560.000000 Penalty: 6416.653809
	Iteration 92Q: 3 clusters Score -3.667956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 414080 members 
Entering Unmasked Estep 
Score: -36679544.000000 Penalty: 6416.653809
	Iteration 93Q: 3 clusters Score -3.667954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 414077 members 
Entering Unmasked Estep 
Score: -36679580.000000 Penalty: 6416.653809
	Iteration 94Q: 3 clusters Score -3.667958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 414075 members 
Entering Unmasked Estep 
Score: -36679576.000000 Penalty: 6416.653809
	Iteration 95Q: 3 clusters Score -3.667958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 414073 members 
Entering Unmasked Estep 
Score: -36679564.000000 Penalty: 6416.653809
	Iteration 96Q: 3 clusters Score -3.667956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 414073 members 
Entering Unmasked Estep 
Score: -36679572.000000 Penalty: 6416.653809
	Iteration 97Q: 3 clusters Score -3.667957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 414071 members 
Entering Unmasked Estep 
Score: -36679592.000000 Penalty: 6416.653809
	Iteration 98Q: 3 clusters Score -3.667959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 414068 members 
Entering Unmasked Estep 
Score: -36679596.000000 Penalty: 6416.653809
	Iteration 99Q: 3 clusters Score -3.66796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 414065 members 
Entering Unmasked Estep 
Score: -36679576.000000 Penalty: 6416.653809
	Iteration 100F: 3 clusters Score -3.667958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 414064 members 
Entering Unmasked Estep 
Score: -36679568.000000 Penalty: 6416.653809
	Iteration 101Q: 3 clusters Score -3.667957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 414064 members 
Entering Unmasked Estep 
Score: -36679568.000000 Penalty: 6416.653809
	Iteration 102F: 3 clusters Score -3.667957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Entering Unmasked Estep 
Score: -1422812.125000 Penalty: 2407.769775
	Iteration 0F: 2 clusters Score -1422812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1411055.750000 Penalty: 4815.539551
	Iteration 0F: 3 clusters Score -1411056 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1414812.625000 Penalty: 4815.539551
	Iteration 1F: 3 clusters Score -1414813 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1415224.625000 Penalty: 4815.539551
	Iteration 2F: 3 clusters Score -1415225 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1415608.875000 Penalty: 4815.539551
	Iteration 3F: 3 clusters Score -1415609 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1416028.500000 Penalty: 4815.539551
	Iteration 4Q: 3 clusters Score -1416028 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1416558.000000 Penalty: 4815.539551
	Iteration 5F: 3 clusters Score -1416558 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1417254.875000 Penalty: 4815.539551
	Iteration 6F: 3 clusters Score -1417255 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1418116.875000 Penalty: 4815.539551
	Iteration 7F: 3 clusters Score -1418117 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1419039.875000 Penalty: 4815.539551
	Iteration 8F: 3 clusters Score -1419040 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1419846.750000 Penalty: 4815.539551
	Iteration 9F: 3 clusters Score -1419847 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1420320.000000 Penalty: 4815.539551
	Iteration 10Q: 3 clusters Score -1420320 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1420565.500000 Penalty: 4815.539551
	Iteration 11Q: 3 clusters Score -1420566 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1420689.625000 Penalty: 4815.539551
	Iteration 12Q: 3 clusters Score -1420690 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1420760.250000 Penalty: 4815.539551
	Iteration 13Q: 3 clusters Score -1420760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1420790.875000 Penalty: 4815.539551
	Iteration 14Q: 3 clusters Score -1420791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1420810.625000 Penalty: 4815.539551
	Iteration 15Q: 3 clusters Score -1420811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1420828.625000 Penalty: 4815.539551
	Iteration 16Q: 3 clusters Score -1420829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1420841.125000 Penalty: 4815.539551
	Iteration 17Q: 3 clusters Score -1420841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1420847.625000 Penalty: 4815.539551
	Iteration 18Q: 3 clusters Score -1420848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1420849.875000 Penalty: 4815.539551
	Iteration 19Q: 3 clusters Score -1420850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1420854.250000 Penalty: 4815.539551
	Iteration 20F: 3 clusters Score -1420854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1420857.875000 Penalty: 4815.539551
	Iteration 21Q: 3 clusters Score -1420858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1420857.500000 Penalty: 4815.539551
	Iteration 22Q: 3 clusters Score -1420858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1420861.000000 Penalty: 4815.539551
	Iteration 23Q: 3 clusters Score -1420861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1420863.000000 Penalty: 4815.539551
	Iteration 24Q: 3 clusters Score -1420863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1420863.750000 Penalty: 4815.539551
	Iteration 25Q: 3 clusters Score -1420864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1420865.375000 Penalty: 4815.539551
	Iteration 26Q: 3 clusters Score -1420865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1420866.500000 Penalty: 4815.539551
	Iteration 27Q: 3 clusters Score -1420866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1420865.875000 Penalty: 4815.539551
	Iteration 28Q: 3 clusters Score -1420866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1420865.875000 Penalty: 4815.539551
	Iteration 29F: 3 clusters Score -1420866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (329266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329266 members 
Entering Unmasked Estep 
Score: -29068218.000000 Penalty: 3150.746094
	Iteration 0F: 2 clusters Score -2.906822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 164741 members 
Entering Unmasked Estep 
Score: -28847344.000000 Penalty: 6301.492188
	Iteration 0F: 3 clusters Score -2.884734e+07 nChanged 159824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 165373 members 
Entering Unmasked Estep 
Score: -28941072.000000 Penalty: 6301.492188
	Iteration 1F: 3 clusters Score -2.894107e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164002 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -28941982.000000 Penalty: 6301.492188
	Iteration 2Q: 3 clusters Score -2.894198e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 164990 members 
Entering Unmasked Estep 
Score: -28943058.000000 Penalty: 6301.492188
	Iteration 3Q: 3 clusters Score -2.894306e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164769 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -28944312.000000 Penalty: 6301.492188
	Iteration 4Q: 3 clusters Score -2.894431e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Mstep: Class 2 contains 163735 members 
Entering Unmasked Estep 
Score: -28945944.000000 Penalty: 6301.492188
	Iteration 5Q: 3 clusters Score -2.894594e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166853 members 
Mstep: Class 2 contains 162413 members 
Entering Unmasked Estep 
Score: -28948360.000000 Penalty: 6301.492188
	Iteration 6Q: 3 clusters Score -2.894836e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168791 members 
Mstep: Class 2 contains 160475 members 
Entering Unmasked Estep 
Score: -28951838.000000 Penalty: 6301.492188
	Iteration 7Q: 3 clusters Score -2.895184e+07 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171858 members 
Mstep: Class 2 contains 157408 members 
Entering Unmasked Estep 
Score: -28956808.000000 Penalty: 6301.492188
	Iteration 8Q: 3 clusters Score -2.895681e+07 nChanged 16644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175888 members 
Mstep: Class 2 contains 153378 members 
Entering Unmasked Estep 
Score: -28964938.000000 Penalty: 6301.492188
	Iteration 9F: 3 clusters Score -2.896494e+07 nChanged 18946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180748 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -28975358.000000 Penalty: 6301.492188
	Iteration 10F: 3 clusters Score -2.897536e+07 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185571 members 
Mstep: Class 2 contains 143695 members 
Entering Unmasked Estep 
Score: -28986626.000000 Penalty: 6301.492188
	Iteration 11F: 3 clusters Score -2.898663e+07 nChanged 19294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190241 members 
Mstep: Class 2 contains 139025 members 
Entering Unmasked Estep 
Score: -28998192.000000 Penalty: 6301.492188
	Iteration 12F: 3 clusters Score -2.899819e+07 nChanged 17204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194273 members 
Mstep: Class 2 contains 134993 members 
Entering Unmasked Estep 
Score: -29008860.000000 Penalty: 6301.492188
	Iteration 13F: 3 clusters Score -2.900886e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197896 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -29018474.000000 Penalty: 6301.492188
	Iteration 14Q: 3 clusters Score -2.901847e+07 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201608 members 
Mstep: Class 2 contains 127658 members 
Entering Unmasked Estep 
Score: -29025870.000000 Penalty: 6301.492188
	Iteration 15Q: 3 clusters Score -2.902587e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205482 members 
Mstep: Class 2 contains 123784 members 
Entering Unmasked Estep 
Score: -29030160.000000 Penalty: 6301.492188
	Iteration 16Q: 3 clusters Score -2.903016e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209408 members 
Mstep: Class 2 contains 119858 members 
Entering Unmasked Estep 
Score: -29032596.000000 Penalty: 6301.492188
	Iteration 17Q: 3 clusters Score -2.90326e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213279 members 
Mstep: Class 2 contains 115987 members 
Entering Unmasked Estep 
Score: -29034400.000000 Penalty: 6301.492188
	Iteration 18Q: 3 clusters Score -2.90344e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216997 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -29036124.000000 Penalty: 6301.492188
	Iteration 19Q: 3 clusters Score -2.903612e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220476 members 
Mstep: Class 2 contains 108790 members 
Entering Unmasked Estep 
Score: -29037578.000000 Penalty: 6301.492188
	Iteration 20F: 3 clusters Score -2.903758e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223772 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -29038732.000000 Penalty: 6301.492188
	Iteration 21Q: 3 clusters Score -2.903873e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226933 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -29039712.000000 Penalty: 6301.492188
	Iteration 22Q: 3 clusters Score -2.903971e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229960 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -29040598.000000 Penalty: 6301.492188
	Iteration 23Q: 3 clusters Score -2.90406e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232952 members 
Mstep: Class 2 contains 96314 members 
Entering Unmasked Estep 
Score: -29041268.000000 Penalty: 6301.492188
	Iteration 24Q: 3 clusters Score -2.904127e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235964 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -29042226.000000 Penalty: 6301.492188
	Iteration 25Q: 3 clusters Score -2.904223e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238909 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -29042824.000000 Penalty: 6301.492188
	Iteration 26Q: 3 clusters Score -2.904282e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241770 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -29043418.000000 Penalty: 6301.492188
	Iteration 27Q: 3 clusters Score -2.904342e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244578 members 
Mstep: Class 2 contains 84688 members 
Entering Unmasked Estep 
Score: -29044048.000000 Penalty: 6301.492188
	Iteration 28Q: 3 clusters Score -2.904405e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247377 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -29044466.000000 Penalty: 6301.492188
	Iteration 29Q: 3 clusters Score -2.904447e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250139 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -29045014.000000 Penalty: 6301.492188
	Iteration 30Q: 3 clusters Score -2.904501e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252918 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -29045404.000000 Penalty: 6301.492188
	Iteration 31Q: 3 clusters Score -2.90454e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255685 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -29045806.000000 Penalty: 6301.492188
	Iteration 32Q: 3 clusters Score -2.904581e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258453 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -29046474.000000 Penalty: 6301.492188
	Iteration 33Q: 3 clusters Score -2.904647e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261176 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -29046974.000000 Penalty: 6301.492188
	Iteration 34Q: 3 clusters Score -2.904697e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263858 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -29047438.000000 Penalty: 6301.492188
	Iteration 35Q: 3 clusters Score -2.904744e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266571 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -29048026.000000 Penalty: 6301.492188
	Iteration 36Q: 3 clusters Score -2.904803e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269242 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -29048576.000000 Penalty: 6301.492188
	Iteration 37Q: 3 clusters Score -2.904858e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271926 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -29049208.000000 Penalty: 6301.492188
	Iteration 38Q: 3 clusters Score -2.904921e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274471 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -29049686.000000 Penalty: 6301.492188
	Iteration 39Q: 3 clusters Score -2.904969e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277055 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -29050408.000000 Penalty: 6301.492188
	Iteration 40F: 3 clusters Score -2.905041e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279678 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -29050948.000000 Penalty: 6301.492188
	Iteration 41Q: 3 clusters Score -2.905095e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282274 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -29051492.000000 Penalty: 6301.492188
	Iteration 42Q: 3 clusters Score -2.905149e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284897 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -29052132.000000 Penalty: 6301.492188
	Iteration 43Q: 3 clusters Score -2.905213e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287438 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -29052880.000000 Penalty: 6301.492188
	Iteration 44Q: 3 clusters Score -2.905288e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289829 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -29053562.000000 Penalty: 6301.492188
	Iteration 45Q: 3 clusters Score -2.905356e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292220 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -29054194.000000 Penalty: 6301.492188
	Iteration 46Q: 3 clusters Score -2.905419e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294555 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -29054736.000000 Penalty: 6301.492188
	Iteration 47Q: 3 clusters Score -2.905474e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296843 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -29055372.000000 Penalty: 6301.492188
	Iteration 48Q: 3 clusters Score -2.905537e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299049 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -29056068.000000 Penalty: 6301.492188
	Iteration 49Q: 3 clusters Score -2.905607e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301208 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -29056596.000000 Penalty: 6301.492188
	Iteration 50Q: 3 clusters Score -2.90566e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303361 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -29057286.000000 Penalty: 6301.492188
	Iteration 51Q: 3 clusters Score -2.905729e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305528 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -29057916.000000 Penalty: 6301.492188
	Iteration 52Q: 3 clusters Score -2.905792e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307624 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -29058582.000000 Penalty: 6301.492188
	Iteration 53Q: 3 clusters Score -2.905858e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309616 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -29059174.000000 Penalty: 6301.492188
	Iteration 54Q: 3 clusters Score -2.905917e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311440 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -29059624.000000 Penalty: 6301.492188
	Iteration 55Q: 3 clusters Score -2.905962e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313142 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -29060172.000000 Penalty: 6301.492188
	Iteration 56Q: 3 clusters Score -2.906017e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314814 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -29060668.000000 Penalty: 6301.492188
	Iteration 57Q: 3 clusters Score -2.906067e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316285 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -29061086.000000 Penalty: 6301.492188
	Iteration 58Q: 3 clusters Score -2.906109e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317698 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -29061660.000000 Penalty: 6301.492188
	Iteration 59Q: 3 clusters Score -2.906166e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319037 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -29062102.000000 Penalty: 6301.492188
	Iteration 60F: 3 clusters Score -2.90621e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320262 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -29062510.000000 Penalty: 6301.492188
	Iteration 61Q: 3 clusters Score -2.906251e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321436 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -29062894.000000 Penalty: 6301.492188
	Iteration 62Q: 3 clusters Score -2.906289e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322455 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -29063308.000000 Penalty: 6301.492188
	Iteration 63Q: 3 clusters Score -2.906331e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323373 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -29063670.000000 Penalty: 6301.492188
	Iteration 64Q: 3 clusters Score -2.906367e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324149 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -29063934.000000 Penalty: 6301.492188
	Iteration 65Q: 3 clusters Score -2.906393e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324807 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -29064162.000000 Penalty: 6301.492188
	Iteration 66Q: 3 clusters Score -2.906416e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325347 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -29064416.000000 Penalty: 6301.492188
	Iteration 67Q: 3 clusters Score -2.906442e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325790 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -29064590.000000 Penalty: 6301.492188
	Iteration 68Q: 3 clusters Score -2.906459e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326169 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -29064766.000000 Penalty: 6301.492188
	Iteration 69Q: 3 clusters Score -2.906477e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326506 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -29064808.000000 Penalty: 6301.492188
	Iteration 70Q: 3 clusters Score -2.906481e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326790 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -29064880.000000 Penalty: 6301.492188
	Iteration 71Q: 3 clusters Score -2.906488e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327006 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -29064962.000000 Penalty: 6301.492188
	Iteration 72Q: 3 clusters Score -2.906496e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327186 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -29065060.000000 Penalty: 6301.492188
	Iteration 73Q: 3 clusters Score -2.906506e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327328 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -29065148.000000 Penalty: 6301.492188
	Iteration 74Q: 3 clusters Score -2.906515e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327448 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -29065190.000000 Penalty: 6301.492188
	Iteration 75Q: 3 clusters Score -2.906519e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327537 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -29065198.000000 Penalty: 6301.492188
	Iteration 76Q: 3 clusters Score -2.90652e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327610 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -29065230.000000 Penalty: 6301.492188
	Iteration 77Q: 3 clusters Score -2.906523e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327685 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -29065268.000000 Penalty: 6301.492188
	Iteration 78Q: 3 clusters Score -2.906527e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327753 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -29065282.000000 Penalty: 6301.492188
	Iteration 79Q: 3 clusters Score -2.906528e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327804 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -29065312.000000 Penalty: 6301.492188
	Iteration 80F: 3 clusters Score -2.906531e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327845 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -29065300.000000 Penalty: 6301.492188
	Iteration 81Q: 3 clusters Score -2.90653e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327882 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -29065300.000000 Penalty: 6301.492188
	Iteration 82Q: 3 clusters Score -2.90653e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327925 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -29065350.000000 Penalty: 6301.492188
	Iteration 83Q: 3 clusters Score -2.906535e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327961 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -29065384.000000 Penalty: 6301.492188
	Iteration 84Q: 3 clusters Score -2.906538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327999 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -29065400.000000 Penalty: 6301.492188
	Iteration 85Q: 3 clusters Score -2.90654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328028 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -29065424.000000 Penalty: 6301.492188
	Iteration 86Q: 3 clusters Score -2.906542e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328056 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -29065416.000000 Penalty: 6301.492188
	Iteration 87Q: 3 clusters Score -2.906542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328076 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -29065416.000000 Penalty: 6301.492188
	Iteration 88Q: 3 clusters Score -2.906542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328097 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -29065438.000000 Penalty: 6301.492188
	Iteration 89Q: 3 clusters Score -2.906544e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328127 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -29065460.000000 Penalty: 6301.492188
	Iteration 90Q: 3 clusters Score -2.906546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328148 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -29065486.000000 Penalty: 6301.492188
	Iteration 91Q: 3 clusters Score -2.906549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328166 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -29065490.000000 Penalty: 6301.492188
	Iteration 92Q: 3 clusters Score -2.906549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328178 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -29065516.000000 Penalty: 6301.492188
	Iteration 93Q: 3 clusters Score -2.906552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328185 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -29065518.000000 Penalty: 6301.492188
	Iteration 94Q: 3 clusters Score -2.906552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328191 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -29065556.000000 Penalty: 6301.492188
	Iteration 95Q: 3 clusters Score -2.906556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328202 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -29065548.000000 Penalty: 6301.492188
	Iteration 96Q: 3 clusters Score -2.906555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328213 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -29065522.000000 Penalty: 6301.492188
	Iteration 97Q: 3 clusters Score -2.906552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328223 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -29065544.000000 Penalty: 6301.492188
	Iteration 98Q: 3 clusters Score -2.906554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328226 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -29065518.000000 Penalty: 6301.492188
	Iteration 99Q: 3 clusters Score -2.906552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328232 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -29065522.000000 Penalty: 6301.492188
	Iteration 100F: 3 clusters Score -2.906552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328236 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -29065520.000000 Penalty: 6301.492188
	Iteration 101Q: 3 clusters Score -2.906552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328241 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -29065538.000000 Penalty: 6301.492188
	Iteration 102Q: 3 clusters Score -2.906554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328242 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -29065526.000000 Penalty: 6301.492188
	Iteration 103Q: 3 clusters Score -2.906553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328245 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -29065526.000000 Penalty: 6301.492188
	Iteration 104Q: 3 clusters Score -2.906553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328249 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -29065528.000000 Penalty: 6301.492188
	Iteration 105Q: 3 clusters Score -2.906553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328250 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -29065508.000000 Penalty: 6301.492188
	Iteration 106Q: 3 clusters Score -2.906551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328251 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -29065514.000000 Penalty: 6301.492188
	Iteration 107Q: 3 clusters Score -2.906551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328251 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -29065514.000000 Penalty: 6301.492188
	Iteration 108F: 3 clusters Score -2.906551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -197850.109375 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -197850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -194962.531250 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -194962.5 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -195532.031250 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -195532 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -195653.046875 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -195653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -195719.875000 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -195719.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195779.562500 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -195779.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -195820.296875 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -195820.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -195850.671875 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -195850.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -195873.187500 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -195873.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -195896.015625 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -195896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -195915.625000 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -195915.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -195942.218750 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -195942.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -195968.250000 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -195968.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -195999.515625 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -195999.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -196028.656250 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -196028.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -196057.375000 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -196057.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -196085.875000 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -196085.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -196111.328125 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -196111.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196126.703125 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -196126.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -196139.343750 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -196139.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -196153.906250 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -196153.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -196166.203125 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -196166.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -196183.812500 Penalty: 3849.191650
	Iteration 21Q: 3 clusters Score -196183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -196196.468750 Penalty: 3849.191650
	Iteration 22Q: 3 clusters Score -196196.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -196209.312500 Penalty: 3849.191650
	Iteration 23Q: 3 clusters Score -196209.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -196220.031250 Penalty: 3849.191650
	Iteration 24Q: 3 clusters Score -196220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -196235.265625 Penalty: 3849.191650
	Iteration 25Q: 3 clusters Score -196235.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -196251.328125 Penalty: 3849.191650
	Iteration 26Q: 3 clusters Score -196251.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -196268.968750 Penalty: 3849.191650
	Iteration 27Q: 3 clusters Score -196269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -196293.984375 Penalty: 3849.191650
	Iteration 28Q: 3 clusters Score -196294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -196323.078125 Penalty: 3849.191650
	Iteration 29Q: 3 clusters Score -196323.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -196360.437500 Penalty: 3849.191650
	Iteration 30Q: 3 clusters Score -196360.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -196394.343750 Penalty: 3849.191650
	Iteration 31Q: 3 clusters Score -196394.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -196416.875000 Penalty: 3849.191650
	Iteration 32Q: 3 clusters Score -196416.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -196435.937500 Penalty: 3849.191650
	Iteration 33Q: 3 clusters Score -196435.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -196454.984375 Penalty: 3849.191650
	Iteration 34Q: 3 clusters Score -196455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -196465.078125 Penalty: 3849.191650
	Iteration 35Q: 3 clusters Score -196465.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -196473.375000 Penalty: 3849.191650
	Iteration 36Q: 3 clusters Score -196473.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -196479.156250 Penalty: 3849.191650
	Iteration 37Q: 3 clusters Score -196479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -196483.140625 Penalty: 3849.191650
	Iteration 38Q: 3 clusters Score -196483.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -196486.750000 Penalty: 3849.191650
	Iteration 39Q: 3 clusters Score -196486.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -196491.593750 Penalty: 3849.191650
	Iteration 40F: 3 clusters Score -196491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -196494.468750 Penalty: 3849.191650
	Iteration 41Q: 3 clusters Score -196494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -196498.953125 Penalty: 3849.191650
	Iteration 42Q: 3 clusters Score -196499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -196510.218750 Penalty: 3849.191650
	Iteration 43Q: 3 clusters Score -196510.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -196515.125000 Penalty: 3849.191650
	Iteration 44Q: 3 clusters Score -196515.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -196516.843750 Penalty: 3849.191650
	Iteration 45Q: 3 clusters Score -196516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -196517.703125 Penalty: 3849.191650
	Iteration 46Q: 3 clusters Score -196517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -196517.703125 Penalty: 3849.191650
	Iteration 47F: 3 clusters Score -196517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Entering Unmasked Estep 
Score: -519852.750000 Penalty: 2178.927490
	Iteration 0F: 2 clusters Score -519852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -514382.562500 Penalty: 4357.854980
	Iteration 0F: 3 clusters Score -514382.6 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -515996.593750 Penalty: 4357.854980
	Iteration 1F: 3 clusters Score -515996.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -516430.218750 Penalty: 4357.854980
	Iteration 2F: 3 clusters Score -516430.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -516833.218750 Penalty: 4357.854980
	Iteration 3F: 3 clusters Score -516833.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -517161.968750 Penalty: 4357.854980
	Iteration 4F: 3 clusters Score -517162 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -517418.187500 Penalty: 4357.854980
	Iteration 5F: 3 clusters Score -517418.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -517622.468750 Penalty: 4357.854980
	Iteration 6Q: 3 clusters Score -517622.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -517821.312500 Penalty: 4357.854980
	Iteration 7Q: 3 clusters Score -517821.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -518039.156250 Penalty: 4357.854980
	Iteration 8Q: 3 clusters Score -518039.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -518248.000000 Penalty: 4357.854980
	Iteration 9Q: 3 clusters Score -518248 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -518391.281250 Penalty: 4357.854980
	Iteration 10Q: 3 clusters Score -518391.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -518505.156250 Penalty: 4357.854980
	Iteration 11Q: 3 clusters Score -518505.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -518591.593750 Penalty: 4357.854980
	Iteration 12Q: 3 clusters Score -518591.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -518660.625000 Penalty: 4357.854980
	Iteration 13Q: 3 clusters Score -518660.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -518705.843750 Penalty: 4357.854980
	Iteration 14Q: 3 clusters Score -518705.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -518742.062500 Penalty: 4357.854980
	Iteration 15Q: 3 clusters Score -518742.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -518770.531250 Penalty: 4357.854980
	Iteration 16Q: 3 clusters Score -518770.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -518793.312500 Penalty: 4357.854980
	Iteration 17Q: 3 clusters Score -518793.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -518808.906250 Penalty: 4357.854980
	Iteration 18Q: 3 clusters Score -518808.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -518825.468750 Penalty: 4357.854980
	Iteration 19Q: 3 clusters Score -518825.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -518840.062500 Penalty: 4357.854980
	Iteration 20F: 3 clusters Score -518840.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -518847.500000 Penalty: 4357.854980
	Iteration 21Q: 3 clusters Score -518847.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -518855.312500 Penalty: 4357.854980
	Iteration 22Q: 3 clusters Score -518855.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -518864.937500 Penalty: 4357.854980
	Iteration 23Q: 3 clusters Score -518864.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -518873.125000 Penalty: 4357.854980
	Iteration 24Q: 3 clusters Score -518873.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -518881.937500 Penalty: 4357.854980
	Iteration 25Q: 3 clusters Score -518881.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -518887.187500 Penalty: 4357.854980
	Iteration 26Q: 3 clusters Score -518887.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -518897.562500 Penalty: 4357.854980
	Iteration 27Q: 3 clusters Score -518897.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -518905.156250 Penalty: 4357.854980
	Iteration 28Q: 3 clusters Score -518905.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -518914.812500 Penalty: 4357.854980
	Iteration 29Q: 3 clusters Score -518914.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -518926.187500 Penalty: 4357.854980
	Iteration 30Q: 3 clusters Score -518926.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -518937.718750 Penalty: 4357.854980
	Iteration 31Q: 3 clusters Score -518937.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -518950.437500 Penalty: 4357.854980
	Iteration 32Q: 3 clusters Score -518950.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -518966.656250 Penalty: 4357.854980
	Iteration 33Q: 3 clusters Score -518966.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -518993.968750 Penalty: 4357.854980
	Iteration 34Q: 3 clusters Score -518994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -519016.218750 Penalty: 4357.854980
	Iteration 35Q: 3 clusters Score -519016.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -519031.687500 Penalty: 4357.854980
	Iteration 36Q: 3 clusters Score -519031.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -519042.468750 Penalty: 4357.854980
	Iteration 37Q: 3 clusters Score -519042.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -519054.000000 Penalty: 4357.854980
	Iteration 38Q: 3 clusters Score -519054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -519066.906250 Penalty: 4357.854980
	Iteration 39Q: 3 clusters Score -519066.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -519079.312500 Penalty: 4357.854980
	Iteration 40F: 3 clusters Score -519079.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -519089.156250 Penalty: 4357.854980
	Iteration 41Q: 3 clusters Score -519089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -519097.875000 Penalty: 4357.854980
	Iteration 42Q: 3 clusters Score -519097.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -519103.437500 Penalty: 4357.854980
	Iteration 43Q: 3 clusters Score -519103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -519105.687500 Penalty: 4357.854980
	Iteration 44Q: 3 clusters Score -519105.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -519108.781250 Penalty: 4357.854980
	Iteration 45Q: 3 clusters Score -519108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -519110.468750 Penalty: 4357.854980
	Iteration 46Q: 3 clusters Score -519110.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -519111.250000 Penalty: 4357.854980
	Iteration 47Q: 3 clusters Score -519111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -519115.000000 Penalty: 4357.854980
	Iteration 48Q: 3 clusters Score -519115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -519115.812500 Penalty: 4357.854980
	Iteration 49Q: 3 clusters Score -519115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -519116.406250 Penalty: 4357.854980
	Iteration 50Q: 3 clusters Score -519116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -519116.281250 Penalty: 4357.854980
	Iteration 51Q: 3 clusters Score -519116.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -519116.281250 Penalty: 4357.854980
	Iteration 52F: 3 clusters Score -519116.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Entering Unmasked Estep 
Score: -2018115.125000 Penalty: 2488.570801
	Iteration 0F: 2 clusters Score -2018115 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 11410 members 
Entering Unmasked Estep 
Score: -2002330.000000 Penalty: 4977.141602
	Iteration 0F: 3 clusters Score -2002330 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2007780.750000 Penalty: 4977.141602
	Iteration 1F: 3 clusters Score -2007781 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2008127.375000 Penalty: 4977.141602
	Iteration 2Q: 3 clusters Score -2008127 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2008372.000000 Penalty: 4977.141602
	Iteration 3Q: 3 clusters Score -2008372 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2008556.250000 Penalty: 4977.141602
	Iteration 4Q: 3 clusters Score -2008556 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2008698.125000 Penalty: 4977.141602
	Iteration 5Q: 3 clusters Score -2008698 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2008789.125000 Penalty: 4977.141602
	Iteration 6Q: 3 clusters Score -2008789 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2008870.750000 Penalty: 4977.141602
	Iteration 7Q: 3 clusters Score -2008871 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2008937.000000 Penalty: 4977.141602
	Iteration 8Q: 3 clusters Score -2008937 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2008984.875000 Penalty: 4977.141602
	Iteration 9Q: 3 clusters Score -2008985 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2009046.125000 Penalty: 4977.141602
	Iteration 10Q: 3 clusters Score -2009046 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2009115.625000 Penalty: 4977.141602
	Iteration 11Q: 3 clusters Score -2009116 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2009192.000000 Penalty: 4977.141602
	Iteration 12Q: 3 clusters Score -2009192 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2009321.375000 Penalty: 4977.141602
	Iteration 13Q: 3 clusters Score -2009321 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2009531.875000 Penalty: 4977.141602
	Iteration 14Q: 3 clusters Score -2009532 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2009845.875000 Penalty: 4977.141602
	Iteration 15Q: 3 clusters Score -2009846 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2010366.125000 Penalty: 4977.141602
	Iteration 16Q: 3 clusters Score -2010366 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2011140.750000 Penalty: 4977.141602
	Iteration 17F: 3 clusters Score -2011141 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2012132.125000 Penalty: 4977.141602
	Iteration 18F: 3 clusters Score -2012132 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2013345.750000 Penalty: 4977.141602
	Iteration 19F: 3 clusters Score -2013346 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2014469.250000 Penalty: 4977.141602
	Iteration 20F: 3 clusters Score -2014469 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2015151.500000 Penalty: 4977.141602
	Iteration 21Q: 3 clusters Score -2015152 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2015518.375000 Penalty: 4977.141602
	Iteration 22Q: 3 clusters Score -2015518 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -2015686.250000 Penalty: 4977.141602
	Iteration 23Q: 3 clusters Score -2015686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -2015773.250000 Penalty: 4977.141602
	Iteration 24Q: 3 clusters Score -2015773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2015817.875000 Penalty: 4977.141602
	Iteration 25Q: 3 clusters Score -2015818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -2015840.125000 Penalty: 4977.141602
	Iteration 26Q: 3 clusters Score -2015840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2015855.250000 Penalty: 4977.141602
	Iteration 27Q: 3 clusters Score -2015855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2015865.625000 Penalty: 4977.141602
	Iteration 28Q: 3 clusters Score -2015866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2015869.250000 Penalty: 4977.141602
	Iteration 29Q: 3 clusters Score -2015869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2015879.750000 Penalty: 4977.141602
	Iteration 30Q: 3 clusters Score -2015880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2015885.250000 Penalty: 4977.141602
	Iteration 31Q: 3 clusters Score -2015885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2015890.625000 Penalty: 4977.141602
	Iteration 32Q: 3 clusters Score -2015891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -2015902.250000 Penalty: 4977.141602
	Iteration 33Q: 3 clusters Score -2015902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2015906.250000 Penalty: 4977.141602
	Iteration 34Q: 3 clusters Score -2015906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2015906.875000 Penalty: 4977.141602
	Iteration 35Q: 3 clusters Score -2015907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2015906.875000 Penalty: 4977.141602
	Iteration 36F: 3 clusters Score -2015907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Entering Unmasked Estep 
Score: -2264629.750000 Penalty: 2522.917969
	Iteration 0F: 2 clusters Score -2264630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2246502.000000 Penalty: 5045.835938
	Iteration 0F: 3 clusters Score -2246502 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2252808.500000 Penalty: 5045.835938
	Iteration 1F: 3 clusters Score -2252808 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2253369.000000 Penalty: 5045.835938
	Iteration 2F: 3 clusters Score -2253369 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2254053.250000 Penalty: 5045.835938
	Iteration 3F: 3 clusters Score -2254053 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2254953.250000 Penalty: 5045.835938
	Iteration 4F: 3 clusters Score -2254953 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2256240.750000 Penalty: 5045.835938
	Iteration 5F: 3 clusters Score -2256241 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2257918.250000 Penalty: 5045.835938
	Iteration 6F: 3 clusters Score -2257918 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2259696.000000 Penalty: 5045.835938
	Iteration 7F: 3 clusters Score -2259696 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2261123.000000 Penalty: 5045.835938
	Iteration 8F: 3 clusters Score -2261123 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2261874.750000 Penalty: 5045.835938
	Iteration 9Q: 3 clusters Score -2261875 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2262201.500000 Penalty: 5045.835938
	Iteration 10Q: 3 clusters Score -2262202 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2262356.250000 Penalty: 5045.835938
	Iteration 11Q: 3 clusters Score -2262356 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2262421.000000 Penalty: 5045.835938
	Iteration 12Q: 3 clusters Score -2262421 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2262456.250000 Penalty: 5045.835938
	Iteration 13Q: 3 clusters Score -2262456 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2262496.250000 Penalty: 5045.835938
	Iteration 14Q: 3 clusters Score -2262496 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2262508.500000 Penalty: 5045.835938
	Iteration 15Q: 3 clusters Score -2262508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2262524.750000 Penalty: 5045.835938
	Iteration 16Q: 3 clusters Score -2262525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2262532.500000 Penalty: 5045.835938
	Iteration 17Q: 3 clusters Score -2262532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2262540.500000 Penalty: 5045.835938
	Iteration 18Q: 3 clusters Score -2262540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2262530.250000 Penalty: 5045.835938
	Iteration 19Q: 3 clusters Score -2262530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2262535.750000 Penalty: 5045.835938
	Iteration 20F: 3 clusters Score -2262536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2262541.750000 Penalty: 5045.835938
	Iteration 21Q: 3 clusters Score -2262542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2262541.000000 Penalty: 5045.835938
	Iteration 22Q: 3 clusters Score -2262541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2262538.000000 Penalty: 5045.835938
	Iteration 23Q: 3 clusters Score -2262538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2262538.250000 Penalty: 5045.835938
	Iteration 24Q: 3 clusters Score -2262538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2262540.500000 Penalty: 5045.835938
	Iteration 25Q: 3 clusters Score -2262540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2262541.250000 Penalty: 5045.835938
	Iteration 26Q: 3 clusters Score -2262541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2262540.750000 Penalty: 5045.835938
	Iteration 27Q: 3 clusters Score -2262541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2262540.750000 Penalty: 5045.835938
	Iteration 28F: 3 clusters Score -2262541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -253939.406250 Penalty: 1990.814087
	Iteration 0F: 2 clusters Score -253939.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -250639.093750 Penalty: 3981.628174
	Iteration 0F: 3 clusters Score -250639.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -251315.984375 Penalty: 3981.628174
	Iteration 1F: 3 clusters Score -251316 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -251490.328125 Penalty: 3981.628174
	Iteration 2F: 3 clusters Score -251490.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -251612.187500 Penalty: 3981.628174
	Iteration 3F: 3 clusters Score -251612.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -251705.875000 Penalty: 3981.628174
	Iteration 4Q: 3 clusters Score -251705.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -251792.031250 Penalty: 3981.628174
	Iteration 5Q: 3 clusters Score -251792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -251863.781250 Penalty: 3981.628174
	Iteration 6Q: 3 clusters Score -251863.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -251954.500000 Penalty: 3981.628174
	Iteration 7Q: 3 clusters Score -251954.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -252069.359375 Penalty: 3981.628174
	Iteration 8Q: 3 clusters Score -252069.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -252176.796875 Penalty: 3981.628174
	Iteration 9Q: 3 clusters Score -252176.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -252279.390625 Penalty: 3981.628174
	Iteration 10Q: 3 clusters Score -252279.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -252377.046875 Penalty: 3981.628174
	Iteration 11Q: 3 clusters Score -252377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -252439.406250 Penalty: 3981.628174
	Iteration 12Q: 3 clusters Score -252439.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -252494.546875 Penalty: 3981.628174
	Iteration 13Q: 3 clusters Score -252494.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -252560.437500 Penalty: 3981.628174
	Iteration 14Q: 3 clusters Score -252560.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -252622.328125 Penalty: 3981.628174
	Iteration 15Q: 3 clusters Score -252622.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -252664.968750 Penalty: 3981.628174
	Iteration 16Q: 3 clusters Score -252665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -252703.421875 Penalty: 3981.628174
	Iteration 17Q: 3 clusters Score -252703.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -252725.109375 Penalty: 3981.628174
	Iteration 18Q: 3 clusters Score -252725.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -252737.203125 Penalty: 3981.628174
	Iteration 19Q: 3 clusters Score -252737.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -252745.921875 Penalty: 3981.628174
	Iteration 20F: 3 clusters Score -252745.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -252755.140625 Penalty: 3981.628174
	Iteration 21Q: 3 clusters Score -252755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -252760.296875 Penalty: 3981.628174
	Iteration 22Q: 3 clusters Score -252760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -252760.828125 Penalty: 3981.628174
	Iteration 23Q: 3 clusters Score -252760.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -252760.828125 Penalty: 3981.628174
	Iteration 24F: 3 clusters Score -252760.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Entering Unmasked Estep 
Score: -1366549.625000 Penalty: 2384.951172
	Iteration 0F: 2 clusters Score -1366550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1355643.750000 Penalty: 4769.902344
	Iteration 0F: 3 clusters Score -1355644 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1359084.500000 Penalty: 4769.902344
	Iteration 1F: 3 clusters Score -1359084 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1359392.750000 Penalty: 4769.902344
	Iteration 2F: 3 clusters Score -1359393 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1359601.125000 Penalty: 4769.902344
	Iteration 3Q: 3 clusters Score -1359601 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1359754.375000 Penalty: 4769.902344
	Iteration 4Q: 3 clusters Score -1359754 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1359864.625000 Penalty: 4769.902344
	Iteration 5Q: 3 clusters Score -1359865 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1359957.750000 Penalty: 4769.902344
	Iteration 6Q: 3 clusters Score -1359958 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1360045.000000 Penalty: 4769.902344
	Iteration 7Q: 3 clusters Score -1360045 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1360137.250000 Penalty: 4769.902344
	Iteration 8Q: 3 clusters Score -1360137 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1360228.250000 Penalty: 4769.902344
	Iteration 9Q: 3 clusters Score -1360228 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1360317.500000 Penalty: 4769.902344
	Iteration 10Q: 3 clusters Score -1360318 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1360415.500000 Penalty: 4769.902344
	Iteration 11Q: 3 clusters Score -1360416 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1360526.500000 Penalty: 4769.902344
	Iteration 12Q: 3 clusters Score -1360526 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1360671.625000 Penalty: 4769.902344
	Iteration 13Q: 3 clusters Score -1360672 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1360856.500000 Penalty: 4769.902344
	Iteration 14Q: 3 clusters Score -1360856 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1361094.625000 Penalty: 4769.902344
	Iteration 15Q: 3 clusters Score -1361095 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1361391.375000 Penalty: 4769.902344
	Iteration 16Q: 3 clusters Score -1361391 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1361739.750000 Penalty: 4769.902344
	Iteration 17Q: 3 clusters Score -1361740 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1362083.250000 Penalty: 4769.902344
	Iteration 18Q: 3 clusters Score -1362083 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1362476.375000 Penalty: 4769.902344
	Iteration 19Q: 3 clusters Score -1362476 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1362810.500000 Penalty: 4769.902344
	Iteration 20F: 3 clusters Score -1362810 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1363086.750000 Penalty: 4769.902344
	Iteration 21Q: 3 clusters Score -1363087 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1363289.125000 Penalty: 4769.902344
	Iteration 22Q: 3 clusters Score -1363289 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1363413.500000 Penalty: 4769.902344
	Iteration 23Q: 3 clusters Score -1363414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1363526.125000 Penalty: 4769.902344
	Iteration 24Q: 3 clusters Score -1363526 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1363595.250000 Penalty: 4769.902344
	Iteration 25Q: 3 clusters Score -1363595 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1363660.500000 Penalty: 4769.902344
	Iteration 26Q: 3 clusters Score -1363660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1363714.750000 Penalty: 4769.902344
	Iteration 27Q: 3 clusters Score -1363715 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1363760.500000 Penalty: 4769.902344
	Iteration 28Q: 3 clusters Score -1363760 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1363805.750000 Penalty: 4769.902344
	Iteration 29Q: 3 clusters Score -1363806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1363829.500000 Penalty: 4769.902344
	Iteration 30Q: 3 clusters Score -1363830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1363870.250000 Penalty: 4769.902344
	Iteration 31Q: 3 clusters Score -1363870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1363914.000000 Penalty: 4769.902344
	Iteration 32Q: 3 clusters Score -1363914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1363954.000000 Penalty: 4769.902344
	Iteration 33Q: 3 clusters Score -1363954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1363979.875000 Penalty: 4769.902344
	Iteration 34Q: 3 clusters Score -1363980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1364007.750000 Penalty: 4769.902344
	Iteration 35Q: 3 clusters Score -1364008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1364029.250000 Penalty: 4769.902344
	Iteration 36Q: 3 clusters Score -1364029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1364047.250000 Penalty: 4769.902344
	Iteration 37Q: 3 clusters Score -1364047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1364072.125000 Penalty: 4769.902344
	Iteration 38Q: 3 clusters Score -1364072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1364093.500000 Penalty: 4769.902344
	Iteration 39Q: 3 clusters Score -1364094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1364098.000000 Penalty: 4769.902344
	Iteration 40F: 3 clusters Score -1364098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1364111.000000 Penalty: 4769.902344
	Iteration 41Q: 3 clusters Score -1364111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1364114.375000 Penalty: 4769.902344
	Iteration 42Q: 3 clusters Score -1364114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1364124.250000 Penalty: 4769.902344
	Iteration 43Q: 3 clusters Score -1364124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1364136.125000 Penalty: 4769.902344
	Iteration 44Q: 3 clusters Score -1364136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1364141.375000 Penalty: 4769.902344
	Iteration 45Q: 3 clusters Score -1364141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1364152.250000 Penalty: 4769.902344
	Iteration 46Q: 3 clusters Score -1364152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1364163.000000 Penalty: 4769.902344
	Iteration 47Q: 3 clusters Score -1364163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1364172.125000 Penalty: 4769.902344
	Iteration 48Q: 3 clusters Score -1364172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1364182.000000 Penalty: 4769.902344
	Iteration 49Q: 3 clusters Score -1364182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1364186.625000 Penalty: 4769.902344
	Iteration 50Q: 3 clusters Score -1364187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1364190.625000 Penalty: 4769.902344
	Iteration 51Q: 3 clusters Score -1364191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1364197.625000 Penalty: 4769.902344
	Iteration 52Q: 3 clusters Score -1364198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1364203.875000 Penalty: 4769.902344
	Iteration 53Q: 3 clusters Score -1364204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1364209.375000 Penalty: 4769.902344
	Iteration 54Q: 3 clusters Score -1364209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1364225.625000 Penalty: 4769.902344
	Iteration 55Q: 3 clusters Score -1364226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1364227.750000 Penalty: 4769.902344
	Iteration 56Q: 3 clusters Score -1364228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1364241.250000 Penalty: 4769.902344
	Iteration 57Q: 3 clusters Score -1364241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1364248.500000 Penalty: 4769.902344
	Iteration 58Q: 3 clusters Score -1364248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1364257.375000 Penalty: 4769.902344
	Iteration 59Q: 3 clusters Score -1364257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1364268.500000 Penalty: 4769.902344
	Iteration 60F: 3 clusters Score -1364268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1364272.250000 Penalty: 4769.902344
	Iteration 61Q: 3 clusters Score -1364272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1364279.500000 Penalty: 4769.902344
	Iteration 62Q: 3 clusters Score -1364280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1364286.375000 Penalty: 4769.902344
	Iteration 63Q: 3 clusters Score -1364286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1364295.125000 Penalty: 4769.902344
	Iteration 64Q: 3 clusters Score -1364295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1364303.125000 Penalty: 4769.902344
	Iteration 65Q: 3 clusters Score -1364303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1364319.750000 Penalty: 4769.902344
	Iteration 66Q: 3 clusters Score -1364320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1364322.875000 Penalty: 4769.902344
	Iteration 67Q: 3 clusters Score -1364323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1364328.125000 Penalty: 4769.902344
	Iteration 68Q: 3 clusters Score -1364328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1364330.500000 Penalty: 4769.902344
	Iteration 69Q: 3 clusters Score -1364330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1364332.625000 Penalty: 4769.902344
	Iteration 70Q: 3 clusters Score -1364333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1364339.250000 Penalty: 4769.902344
	Iteration 71Q: 3 clusters Score -1364339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1364345.125000 Penalty: 4769.902344
	Iteration 72Q: 3 clusters Score -1364345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1364347.250000 Penalty: 4769.902344
	Iteration 73Q: 3 clusters Score -1364347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1364352.250000 Penalty: 4769.902344
	Iteration 74Q: 3 clusters Score -1364352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1364355.625000 Penalty: 4769.902344
	Iteration 75Q: 3 clusters Score -1364356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1364355.250000 Penalty: 4769.902344
	Iteration 76Q: 3 clusters Score -1364355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1364355.875000 Penalty: 4769.902344
	Iteration 77Q: 3 clusters Score -1364356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1364355.250000 Penalty: 4769.902344
	Iteration 78Q: 3 clusters Score -1364355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1364356.875000 Penalty: 4769.902344
	Iteration 79Q: 3 clusters Score -1364357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1364355.875000 Penalty: 4769.902344
	Iteration 80F: 3 clusters Score -1364356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1364356.375000 Penalty: 4769.902344
	Iteration 81Q: 3 clusters Score -1364356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1364356.500000 Penalty: 4769.902344
	Iteration 82Q: 3 clusters Score -1364356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1364360.375000 Penalty: 4769.902344
	Iteration 83Q: 3 clusters Score -1364360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1364364.500000 Penalty: 4769.902344
	Iteration 84Q: 3 clusters Score -1364364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1364367.875000 Penalty: 4769.902344
	Iteration 85Q: 3 clusters Score -1364368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1364365.375000 Penalty: 4769.902344
	Iteration 86Q: 3 clusters Score -1364365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1364365.875000 Penalty: 4769.902344
	Iteration 87Q: 3 clusters Score -1364366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1364365.875000 Penalty: 4769.902344
	Iteration 88F: 3 clusters Score -1364366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Entering Unmasked Estep 
Score: -695074.312500 Penalty: 2229.258301
	Iteration 0F: 2 clusters Score -695074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -688602.562500 Penalty: 4458.516602
	Iteration 0F: 3 clusters Score -688602.6 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -690398.687500 Penalty: 4458.516602
	Iteration 1F: 3 clusters Score -690398.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -690635.875000 Penalty: 4458.516602
	Iteration 2F: 3 clusters Score -690635.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -690820.375000 Penalty: 4458.516602
	Iteration 3Q: 3 clusters Score -690820.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -690980.062500 Penalty: 4458.516602
	Iteration 4Q: 3 clusters Score -690980.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -691119.937500 Penalty: 4458.516602
	Iteration 5Q: 3 clusters Score -691119.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -691288.312500 Penalty: 4458.516602
	Iteration 6Q: 3 clusters Score -691288.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -691510.750000 Penalty: 4458.516602
	Iteration 7Q: 3 clusters Score -691510.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -691780.000000 Penalty: 4458.516602
	Iteration 8Q: 3 clusters Score -691780 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -692055.062500 Penalty: 4458.516602
	Iteration 9Q: 3 clusters Score -692055.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -692364.375000 Penalty: 4458.516602
	Iteration 10Q: 3 clusters Score -692364.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -692639.187500 Penalty: 4458.516602
	Iteration 11Q: 3 clusters Score -692639.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -692828.375000 Penalty: 4458.516602
	Iteration 12Q: 3 clusters Score -692828.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -692978.875000 Penalty: 4458.516602
	Iteration 13Q: 3 clusters Score -692978.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -693086.687500 Penalty: 4458.516602
	Iteration 14Q: 3 clusters Score -693086.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -693163.812500 Penalty: 4458.516602
	Iteration 15Q: 3 clusters Score -693163.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -693217.437500 Penalty: 4458.516602
	Iteration 16Q: 3 clusters Score -693217.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -693266.437500 Penalty: 4458.516602
	Iteration 17Q: 3 clusters Score -693266.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -693310.562500 Penalty: 4458.516602
	Iteration 18Q: 3 clusters Score -693310.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -693346.937500 Penalty: 4458.516602
	Iteration 19Q: 3 clusters Score -693346.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -693380.312500 Penalty: 4458.516602
	Iteration 20F: 3 clusters Score -693380.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -693407.312500 Penalty: 4458.516602
	Iteration 21Q: 3 clusters Score -693407.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -693435.687500 Penalty: 4458.516602
	Iteration 22Q: 3 clusters Score -693435.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -693465.812500 Penalty: 4458.516602
	Iteration 23Q: 3 clusters Score -693465.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -693499.375000 Penalty: 4458.516602
	Iteration 24Q: 3 clusters Score -693499.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -693547.187500 Penalty: 4458.516602
	Iteration 25Q: 3 clusters Score -693547.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -693582.125000 Penalty: 4458.516602
	Iteration 26Q: 3 clusters Score -693582.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -693611.875000 Penalty: 4458.516602
	Iteration 27Q: 3 clusters Score -693611.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -693632.187500 Penalty: 4458.516602
	Iteration 28Q: 3 clusters Score -693632.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -693643.687500 Penalty: 4458.516602
	Iteration 29Q: 3 clusters Score -693643.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -693653.625000 Penalty: 4458.516602
	Iteration 30Q: 3 clusters Score -693653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -693654.437500 Penalty: 4458.516602
	Iteration 31Q: 3 clusters Score -693654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -693655.000000 Penalty: 4458.516602
	Iteration 32Q: 3 clusters Score -693655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -693655.812500 Penalty: 4458.516602
	Iteration 33Q: 3 clusters Score -693655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -693655.812500 Penalty: 4458.516602
	Iteration 34F: 3 clusters Score -693655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Entering Unmasked Estep 
Score: -935626.687500 Penalty: 2323.609619
	Iteration 0F: 2 clusters Score -935626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -926792.937500 Penalty: 4647.219238
	Iteration 0F: 3 clusters Score -926792.9 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -929470.375000 Penalty: 4647.219238
	Iteration 1F: 3 clusters Score -929470.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -929914.750000 Penalty: 4647.219238
	Iteration 2F: 3 clusters Score -929914.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -930294.937500 Penalty: 4647.219238
	Iteration 3F: 3 clusters Score -930294.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -930647.062500 Penalty: 4647.219238
	Iteration 4F: 3 clusters Score -930647.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -930979.625000 Penalty: 4647.219238
	Iteration 5Q: 3 clusters Score -930979.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -931324.125000 Penalty: 4647.219238
	Iteration 6Q: 3 clusters Score -931324.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -931691.125000 Penalty: 4647.219238
	Iteration 7Q: 3 clusters Score -931691.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -932059.312500 Penalty: 4647.219238
	Iteration 8Q: 3 clusters Score -932059.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -932360.437500 Penalty: 4647.219238
	Iteration 9Q: 3 clusters Score -932360.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -932626.375000 Penalty: 4647.219238
	Iteration 10Q: 3 clusters Score -932626.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -932888.937500 Penalty: 4647.219238
	Iteration 11Q: 3 clusters Score -932888.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -933113.000000 Penalty: 4647.219238
	Iteration 12Q: 3 clusters Score -933113 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -933272.062500 Penalty: 4647.219238
	Iteration 13Q: 3 clusters Score -933272.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -933380.562500 Penalty: 4647.219238
	Iteration 14Q: 3 clusters Score -933380.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -933475.312500 Penalty: 4647.219238
	Iteration 15Q: 3 clusters Score -933475.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -933553.062500 Penalty: 4647.219238
	Iteration 16Q: 3 clusters Score -933553.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -933625.875000 Penalty: 4647.219238
	Iteration 17Q: 3 clusters Score -933625.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -933704.562500 Penalty: 4647.219238
	Iteration 18Q: 3 clusters Score -933704.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -933770.250000 Penalty: 4647.219238
	Iteration 19Q: 3 clusters Score -933770.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -933817.687500 Penalty: 4647.219238
	Iteration 20F: 3 clusters Score -933817.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -933842.250000 Penalty: 4647.219238
	Iteration 21Q: 3 clusters Score -933842.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -933864.625000 Penalty: 4647.219238
	Iteration 22Q: 3 clusters Score -933864.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -933881.000000 Penalty: 4647.219238
	Iteration 23Q: 3 clusters Score -933881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -933890.437500 Penalty: 4647.219238
	Iteration 24Q: 3 clusters Score -933890.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -933894.125000 Penalty: 4647.219238
	Iteration 25Q: 3 clusters Score -933894.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -933901.125000 Penalty: 4647.219238
	Iteration 26Q: 3 clusters Score -933901.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -933905.375000 Penalty: 4647.219238
	Iteration 27Q: 3 clusters Score -933905.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -933913.875000 Penalty: 4647.219238
	Iteration 28Q: 3 clusters Score -933913.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -933920.750000 Penalty: 4647.219238
	Iteration 29Q: 3 clusters Score -933920.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -933922.500000 Penalty: 4647.219238
	Iteration 30Q: 3 clusters Score -933922.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -933928.875000 Penalty: 4647.219238
	Iteration 31Q: 3 clusters Score -933928.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -933932.937500 Penalty: 4647.219238
	Iteration 32Q: 3 clusters Score -933932.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -933940.437500 Penalty: 4647.219238
	Iteration 33Q: 3 clusters Score -933940.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -933943.812500 Penalty: 4647.219238
	Iteration 34Q: 3 clusters Score -933943.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -933945.250000 Penalty: 4647.219238
	Iteration 35Q: 3 clusters Score -933945.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -933945.937500 Penalty: 4647.219238
	Iteration 36Q: 3 clusters Score -933945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -933951.500000 Penalty: 4647.219238
	Iteration 37Q: 3 clusters Score -933951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -933952.437500 Penalty: 4647.219238
	Iteration 38Q: 3 clusters Score -933952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -933951.187500 Penalty: 4647.219238
	Iteration 39Q: 3 clusters Score -933951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -933954.625000 Penalty: 4647.219238
	Iteration 40F: 3 clusters Score -933954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -933957.500000 Penalty: 4647.219238
	Iteration 41Q: 3 clusters Score -933957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -933958.000000 Penalty: 4647.219238
	Iteration 42Q: 3 clusters Score -933958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -933962.750000 Penalty: 4647.219238
	Iteration 43Q: 3 clusters Score -933962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -933962.812500 Penalty: 4647.219238
	Iteration 44Q: 3 clusters Score -933962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -933962.187500 Penalty: 4647.219238
	Iteration 45Q: 3 clusters Score -933962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -933965.062500 Penalty: 4647.219238
	Iteration 46Q: 3 clusters Score -933965.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -933968.312500 Penalty: 4647.219238
	Iteration 47Q: 3 clusters Score -933968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -933970.187500 Penalty: 4647.219238
	Iteration 48Q: 3 clusters Score -933970.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -933973.750000 Penalty: 4647.219238
	Iteration 49Q: 3 clusters Score -933973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -933978.062500 Penalty: 4647.219238
	Iteration 50Q: 3 clusters Score -933978.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -933980.562500 Penalty: 4647.219238
	Iteration 51Q: 3 clusters Score -933980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -933984.062500 Penalty: 4647.219238
	Iteration 52Q: 3 clusters Score -933984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -933989.375000 Penalty: 4647.219238
	Iteration 53Q: 3 clusters Score -933989.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -933989.250000 Penalty: 4647.219238
	Iteration 54Q: 3 clusters Score -933989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -933992.000000 Penalty: 4647.219238
	Iteration 55Q: 3 clusters Score -933992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -933995.312500 Penalty: 4647.219238
	Iteration 56Q: 3 clusters Score -933995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -933996.125000 Penalty: 4647.219238
	Iteration 57Q: 3 clusters Score -933996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -933996.250000 Penalty: 4647.219238
	Iteration 58Q: 3 clusters Score -933996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -933998.250000 Penalty: 4647.219238
	Iteration 59Q: 3 clusters Score -933998.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -934001.500000 Penalty: 4647.219238
	Iteration 60F: 3 clusters Score -934001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -933999.625000 Penalty: 4647.219238
	Iteration 61Q: 3 clusters Score -933999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -934003.000000 Penalty: 4647.219238
	Iteration 62Q: 3 clusters Score -934003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -934003.000000 Penalty: 4647.219238
	Iteration 63Q: 3 clusters Score -934003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -934003.125000 Penalty: 4647.219238
	Iteration 64Q: 3 clusters Score -934003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -934001.937500 Penalty: 4647.219238
	Iteration 65Q: 3 clusters Score -934001.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -934004.437500 Penalty: 4647.219238
	Iteration 66Q: 3 clusters Score -934004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -934005.062500 Penalty: 4647.219238
	Iteration 67Q: 3 clusters Score -934005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -934007.187500 Penalty: 4647.219238
	Iteration 68Q: 3 clusters Score -934007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -934006.625000 Penalty: 4647.219238
	Iteration 69Q: 3 clusters Score -934006.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -934008.187500 Penalty: 4647.219238
	Iteration 70Q: 3 clusters Score -934008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -934006.750000 Penalty: 4647.219238
	Iteration 71Q: 3 clusters Score -934006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -934007.562500 Penalty: 4647.219238
	Iteration 72Q: 3 clusters Score -934007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -934008.062500 Penalty: 4647.219238
	Iteration 73Q: 3 clusters Score -934008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -934008.312500 Penalty: 4647.219238
	Iteration 74Q: 3 clusters Score -934008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -934007.062500 Penalty: 4647.219238
	Iteration 75Q: 3 clusters Score -934007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -934008.812500 Penalty: 4647.219238
	Iteration 76Q: 3 clusters Score -934008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -934008.812500 Penalty: 4647.219238
	Iteration 77F: 3 clusters Score -934008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Entering Unmasked Estep 
Score: -1004963.000000 Penalty: 2340.335938
	Iteration 0F: 2 clusters Score -1004963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -995582.875000 Penalty: 4680.671875
	Iteration 0F: 3 clusters Score -995582.9 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -998561.000000 Penalty: 4680.671875
	Iteration 1F: 3 clusters Score -998561 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -998971.625000 Penalty: 4680.671875
	Iteration 2F: 3 clusters Score -998971.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -999338.875000 Penalty: 4680.671875
	Iteration 3F: 3 clusters Score -999338.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -999657.687500 Penalty: 4680.671875
	Iteration 4F: 3 clusters Score -999657.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -999997.125000 Penalty: 4680.671875
	Iteration 5Q: 3 clusters Score -999997.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1000339.687500 Penalty: 4680.671875
	Iteration 6Q: 3 clusters Score -1000340 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1000704.500000 Penalty: 4680.671875
	Iteration 7Q: 3 clusters Score -1000704 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1001066.750000 Penalty: 4680.671875
	Iteration 8Q: 3 clusters Score -1001067 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1001394.125000 Penalty: 4680.671875
	Iteration 9Q: 3 clusters Score -1001394 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1001671.187500 Penalty: 4680.671875
	Iteration 10Q: 3 clusters Score -1001671 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1001945.500000 Penalty: 4680.671875
	Iteration 11Q: 3 clusters Score -1001946 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1002189.750000 Penalty: 4680.671875
	Iteration 12Q: 3 clusters Score -1002190 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1002407.875000 Penalty: 4680.671875
	Iteration 13Q: 3 clusters Score -1002408 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1002578.125000 Penalty: 4680.671875
	Iteration 14Q: 3 clusters Score -1002578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1002736.562500 Penalty: 4680.671875
	Iteration 15Q: 3 clusters Score -1002737 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1002873.375000 Penalty: 4680.671875
	Iteration 16Q: 3 clusters Score -1002873 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1002998.562500 Penalty: 4680.671875
	Iteration 17Q: 3 clusters Score -1002999 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1003110.750000 Penalty: 4680.671875
	Iteration 18Q: 3 clusters Score -1003111 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1003177.250000 Penalty: 4680.671875
	Iteration 19Q: 3 clusters Score -1003177 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1003227.875000 Penalty: 4680.671875
	Iteration 20F: 3 clusters Score -1003228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1003288.187500 Penalty: 4680.671875
	Iteration 21Q: 3 clusters Score -1003288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1003318.437500 Penalty: 4680.671875
	Iteration 22Q: 3 clusters Score -1003318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1003339.625000 Penalty: 4680.671875
	Iteration 23Q: 3 clusters Score -1003340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1003357.625000 Penalty: 4680.671875
	Iteration 24Q: 3 clusters Score -1003358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1003367.875000 Penalty: 4680.671875
	Iteration 25Q: 3 clusters Score -1003368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1003379.437500 Penalty: 4680.671875
	Iteration 26Q: 3 clusters Score -1003379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1003385.562500 Penalty: 4680.671875
	Iteration 27Q: 3 clusters Score -1003386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1003394.812500 Penalty: 4680.671875
	Iteration 28Q: 3 clusters Score -1003395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1003397.812500 Penalty: 4680.671875
	Iteration 29Q: 3 clusters Score -1003398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1003402.875000 Penalty: 4680.671875
	Iteration 30Q: 3 clusters Score -1003403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1003412.500000 Penalty: 4680.671875
	Iteration 31Q: 3 clusters Score -1003412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1003418.312500 Penalty: 4680.671875
	Iteration 32Q: 3 clusters Score -1003418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1003422.625000 Penalty: 4680.671875
	Iteration 33Q: 3 clusters Score -1003423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1003426.187500 Penalty: 4680.671875
	Iteration 34Q: 3 clusters Score -1003426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1003427.062500 Penalty: 4680.671875
	Iteration 35Q: 3 clusters Score -1003427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1003426.562500 Penalty: 4680.671875
	Iteration 36Q: 3 clusters Score -1003427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1003426.750000 Penalty: 4680.671875
	Iteration 37Q: 3 clusters Score -1003427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1003427.187500 Penalty: 4680.671875
	Iteration 38Q: 3 clusters Score -1003427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1003428.187500 Penalty: 4680.671875
	Iteration 39Q: 3 clusters Score -1003428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1003428.187500 Penalty: 4680.671875
	Iteration 40F: 3 clusters Score -1003428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -122091.617188 Penalty: 1835.353882
	Iteration 0F: 2 clusters Score -122091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -119672.843750 Penalty: 3670.707764
	Iteration 0F: 3 clusters Score -119672.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -120241.132812 Penalty: 3670.707764
	Iteration 1F: 3 clusters Score -120241.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -120522.210938 Penalty: 3670.707764
	Iteration 2F: 3 clusters Score -120522.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -120787.343750 Penalty: 3670.707764
	Iteration 3F: 3 clusters Score -120787.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -120905.406250 Penalty: 3670.707764
	Iteration 4F: 3 clusters Score -120905.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -121006.671875 Penalty: 3670.707764
	Iteration 5Q: 3 clusters Score -121006.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -121087.914062 Penalty: 3670.707764
	Iteration 6Q: 3 clusters Score -121087.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -121139.890625 Penalty: 3670.707764
	Iteration 7Q: 3 clusters Score -121139.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -121185.078125 Penalty: 3670.707764
	Iteration 8Q: 3 clusters Score -121185.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -121215.390625 Penalty: 3670.707764
	Iteration 9Q: 3 clusters Score -121215.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -121250.812500 Penalty: 3670.707764
	Iteration 10Q: 3 clusters Score -121250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -121279.820312 Penalty: 3670.707764
	Iteration 11Q: 3 clusters Score -121279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -121304.585938 Penalty: 3670.707764
	Iteration 12Q: 3 clusters Score -121304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -121322.351562 Penalty: 3670.707764
	Iteration 13Q: 3 clusters Score -121322.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -121335.703125 Penalty: 3670.707764
	Iteration 14Q: 3 clusters Score -121335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -121346.398438 Penalty: 3670.707764
	Iteration 15Q: 3 clusters Score -121346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -121351.585938 Penalty: 3670.707764
	Iteration 16Q: 3 clusters Score -121351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -121357.882812 Penalty: 3670.707764
	Iteration 17Q: 3 clusters Score -121357.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -121364.882812 Penalty: 3670.707764
	Iteration 18Q: 3 clusters Score -121364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -121369.804688 Penalty: 3670.707764
	Iteration 19Q: 3 clusters Score -121369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -121371.406250 Penalty: 3670.707764
	Iteration 20F: 3 clusters Score -121371.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Entering Unmasked Estep 
Score: -989185.125000 Penalty: 2314.430664
	Iteration 0F: 2 clusters Score -989185.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -980793.125000 Penalty: 4628.861328
	Iteration 0F: 3 clusters Score -980793.1 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -983517.187500 Penalty: 4628.861328
	Iteration 1F: 3 clusters Score -983517.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -984007.687500 Penalty: 4628.861328
	Iteration 2F: 3 clusters Score -984007.7 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -984390.187500 Penalty: 4628.861328
	Iteration 3F: 3 clusters Score -984390.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -984688.375000 Penalty: 4628.861328
	Iteration 4F: 3 clusters Score -984688.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -984930.125000 Penalty: 4628.861328
	Iteration 5Q: 3 clusters Score -984930.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -985113.875000 Penalty: 4628.861328
	Iteration 6Q: 3 clusters Score -985113.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -985261.562500 Penalty: 4628.861328
	Iteration 7Q: 3 clusters Score -985261.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -985401.937500 Penalty: 4628.861328
	Iteration 8Q: 3 clusters Score -985401.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -985543.875000 Penalty: 4628.861328
	Iteration 9Q: 3 clusters Score -985543.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -985676.187500 Penalty: 4628.861328
	Iteration 10Q: 3 clusters Score -985676.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -985791.312500 Penalty: 4628.861328
	Iteration 11Q: 3 clusters Score -985791.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -985888.937500 Penalty: 4628.861328
	Iteration 12Q: 3 clusters Score -985888.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -985979.375000 Penalty: 4628.861328
	Iteration 13Q: 3 clusters Score -985979.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -986062.125000 Penalty: 4628.861328
	Iteration 14Q: 3 clusters Score -986062.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -986137.437500 Penalty: 4628.861328
	Iteration 15Q: 3 clusters Score -986137.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -986211.500000 Penalty: 4628.861328
	Iteration 16Q: 3 clusters Score -986211.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -986293.000000 Penalty: 4628.861328
	Iteration 17Q: 3 clusters Score -986293 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -986371.937500 Penalty: 4628.861328
	Iteration 18Q: 3 clusters Score -986371.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -986450.500000 Penalty: 4628.861328
	Iteration 19Q: 3 clusters Score -986450.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -986525.625000 Penalty: 4628.861328
	Iteration 20F: 3 clusters Score -986525.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -986600.687500 Penalty: 4628.861328
	Iteration 21Q: 3 clusters Score -986600.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -986686.562500 Penalty: 4628.861328
	Iteration 22Q: 3 clusters Score -986686.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -986770.937500 Penalty: 4628.861328
	Iteration 23Q: 3 clusters Score -986770.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -986853.375000 Penalty: 4628.861328
	Iteration 24Q: 3 clusters Score -986853.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -986928.000000 Penalty: 4628.861328
	Iteration 25Q: 3 clusters Score -986928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -986992.437500 Penalty: 4628.861328
	Iteration 26Q: 3 clusters Score -986992.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -987048.687500 Penalty: 4628.861328
	Iteration 27Q: 3 clusters Score -987048.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -987084.187500 Penalty: 4628.861328
	Iteration 28Q: 3 clusters Score -987084.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -987116.625000 Penalty: 4628.861328
	Iteration 29Q: 3 clusters Score -987116.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -987138.312500 Penalty: 4628.861328
	Iteration 30Q: 3 clusters Score -987138.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -987157.187500 Penalty: 4628.861328
	Iteration 31Q: 3 clusters Score -987157.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -987169.062500 Penalty: 4628.861328
	Iteration 32Q: 3 clusters Score -987169.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -987180.875000 Penalty: 4628.861328
	Iteration 33Q: 3 clusters Score -987180.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -987186.312500 Penalty: 4628.861328
	Iteration 34Q: 3 clusters Score -987186.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -987192.000000 Penalty: 4628.861328
	Iteration 35Q: 3 clusters Score -987192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -987197.687500 Penalty: 4628.861328
	Iteration 36Q: 3 clusters Score -987197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -987201.625000 Penalty: 4628.861328
	Iteration 37Q: 3 clusters Score -987201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -987203.937500 Penalty: 4628.861328
	Iteration 38Q: 3 clusters Score -987203.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -987204.250000 Penalty: 4628.861328
	Iteration 39Q: 3 clusters Score -987204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -987206.687500 Penalty: 4628.861328
	Iteration 40F: 3 clusters Score -987206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -987209.687500 Penalty: 4628.861328
	Iteration 41Q: 3 clusters Score -987209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -987215.125000 Penalty: 4628.861328
	Iteration 42Q: 3 clusters Score -987215.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -987217.500000 Penalty: 4628.861328
	Iteration 43Q: 3 clusters Score -987217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -987221.500000 Penalty: 4628.861328
	Iteration 44Q: 3 clusters Score -987221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -987227.062500 Penalty: 4628.861328
	Iteration 45Q: 3 clusters Score -987227.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -987230.625000 Penalty: 4628.861328
	Iteration 46Q: 3 clusters Score -987230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -987232.812500 Penalty: 4628.861328
	Iteration 47Q: 3 clusters Score -987232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -987237.187500 Penalty: 4628.861328
	Iteration 48Q: 3 clusters Score -987237.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -987240.312500 Penalty: 4628.861328
	Iteration 49Q: 3 clusters Score -987240.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -987242.062500 Penalty: 4628.861328
	Iteration 50Q: 3 clusters Score -987242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -987245.187500 Penalty: 4628.861328
	Iteration 51Q: 3 clusters Score -987245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -987248.312500 Penalty: 4628.861328
	Iteration 52Q: 3 clusters Score -987248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -987251.000000 Penalty: 4628.861328
	Iteration 53Q: 3 clusters Score -987251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -987251.375000 Penalty: 4628.861328
	Iteration 54Q: 3 clusters Score -987251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -987251.375000 Penalty: 4628.861328
	Iteration 55F: 3 clusters Score -987251.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -269130.906250 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -269130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -265287.500000 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -265287.5 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -266334.156250 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -266334.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -266648.968750 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -266649 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -266857.625000 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -266857.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -267040.812500 Penalty: 4105.091797
	Iteration 4F: 3 clusters Score -267040.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -267193.593750 Penalty: 4105.091797
	Iteration 5Q: 3 clusters Score -267193.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -267334.500000 Penalty: 4105.091797
	Iteration 6Q: 3 clusters Score -267334.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -267452.656250 Penalty: 4105.091797
	Iteration 7Q: 3 clusters Score -267452.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -267573.000000 Penalty: 4105.091797
	Iteration 8Q: 3 clusters Score -267573 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -267660.750000 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -267660.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -267728.937500 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -267728.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -267766.968750 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -267767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -267804.093750 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -267804.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -267841.500000 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -267841.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -267872.218750 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -267872.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -267891.781250 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -267891.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -267899.625000 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -267899.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -267908.781250 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -267908.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -267915.875000 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -267915.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -267923.937500 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -267923.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -267928.906250 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -267928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -267931.281250 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -267931.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -267934.062500 Penalty: 4105.091797
	Iteration 22Q: 3 clusters Score -267934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -267935.937500 Penalty: 4105.091797
	Iteration 23Q: 3 clusters Score -267935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -267938.312500 Penalty: 4105.091797
	Iteration 24Q: 3 clusters Score -267938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -267941.000000 Penalty: 4105.091797
	Iteration 25Q: 3 clusters Score -267941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -267942.281250 Penalty: 4105.091797
	Iteration 26Q: 3 clusters Score -267942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -267942.718750 Penalty: 4105.091797
	Iteration 27Q: 3 clusters Score -267942.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -267945.281250 Penalty: 4105.091797
	Iteration 28Q: 3 clusters Score -267945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -267947.156250 Penalty: 4105.091797
	Iteration 29Q: 3 clusters Score -267947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -267948.656250 Penalty: 4105.091797
	Iteration 30Q: 3 clusters Score -267948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -267951.031250 Penalty: 4105.091797
	Iteration 31Q: 3 clusters Score -267951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -267952.406250 Penalty: 4105.091797
	Iteration 32Q: 3 clusters Score -267952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -267955.406250 Penalty: 4105.091797
	Iteration 33Q: 3 clusters Score -267955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -267961.437500 Penalty: 4105.091797
	Iteration 34Q: 3 clusters Score -267961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -267966.312500 Penalty: 4105.091797
	Iteration 35Q: 3 clusters Score -267966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -267970.625000 Penalty: 4105.091797
	Iteration 36Q: 3 clusters Score -267970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -267976.562500 Penalty: 4105.091797
	Iteration 37Q: 3 clusters Score -267976.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -267981.687500 Penalty: 4105.091797
	Iteration 38Q: 3 clusters Score -267981.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -267984.875000 Penalty: 4105.091797
	Iteration 39Q: 3 clusters Score -267984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -267987.468750 Penalty: 4105.091797
	Iteration 40F: 3 clusters Score -267987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -267990.562500 Penalty: 4105.091797
	Iteration 41Q: 3 clusters Score -267990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -267991.500000 Penalty: 4105.091797
	Iteration 42Q: 3 clusters Score -267991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -267991.218750 Penalty: 4105.091797
	Iteration 43Q: 3 clusters Score -267991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -267991.218750 Penalty: 4105.091797
	Iteration 44F: 3 clusters Score -267991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (59127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Entering Unmasked Estep 
Score: -5254940.000000 Penalty: 2724.885742
	Iteration 0F: 2 clusters Score -5254940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5215349.500000 Penalty: 5449.771484
	Iteration 0F: 3 clusters Score -5215350 nChanged 27438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5230622.500000 Penalty: 5449.771484
	Iteration 1F: 3 clusters Score -5230622 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -5231452.000000 Penalty: 5449.771484
	Iteration 2Q: 3 clusters Score -5231452 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5232521.000000 Penalty: 5449.771484
	Iteration 3Q: 3 clusters Score -5232521 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5234218.500000 Penalty: 5449.771484
	Iteration 4F: 3 clusters Score -5234218 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -5236819.000000 Penalty: 5449.771484
	Iteration 5F: 3 clusters Score -5236819 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5240300.000000 Penalty: 5449.771484
	Iteration 6F: 3 clusters Score -5240300 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -5243965.500000 Penalty: 5449.771484
	Iteration 7F: 3 clusters Score -5243966 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -5247220.000000 Penalty: 5449.771484
	Iteration 8F: 3 clusters Score -5247220 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -5249548.500000 Penalty: 5449.771484
	Iteration 9Q: 3 clusters Score -5249548 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -5250945.500000 Penalty: 5449.771484
	Iteration 10Q: 3 clusters Score -5250946 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -5251743.000000 Penalty: 5449.771484
	Iteration 11Q: 3 clusters Score -5251743 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -5252166.500000 Penalty: 5449.771484
	Iteration 12Q: 3 clusters Score -5252166 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -5252372.500000 Penalty: 5449.771484
	Iteration 13Q: 3 clusters Score -5252372 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -5252468.000000 Penalty: 5449.771484
	Iteration 14Q: 3 clusters Score -5252468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -5252526.000000 Penalty: 5449.771484
	Iteration 15Q: 3 clusters Score -5252526 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -5252573.000000 Penalty: 5449.771484
	Iteration 16Q: 3 clusters Score -5252573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -5252613.000000 Penalty: 5449.771484
	Iteration 17Q: 3 clusters Score -5252613 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -5252662.000000 Penalty: 5449.771484
	Iteration 18Q: 3 clusters Score -5252662 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -5252686.500000 Penalty: 5449.771484
	Iteration 19Q: 3 clusters Score -5252686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -5252697.000000 Penalty: 5449.771484
	Iteration 20F: 3 clusters Score -5252697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -5252708.500000 Penalty: 5449.771484
	Iteration 21Q: 3 clusters Score -5252708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -5252750.000000 Penalty: 5449.771484
	Iteration 22Q: 3 clusters Score -5252750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -5252746.500000 Penalty: 5449.771484
	Iteration 23Q: 3 clusters Score -5252746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 56997 members 
Entering Unmasked Estep 
Score: -5252769.000000 Penalty: 5449.771484
	Iteration 24Q: 3 clusters Score -5252769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -5252786.000000 Penalty: 5449.771484
	Iteration 25Q: 3 clusters Score -5252786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -5252790.000000 Penalty: 5449.771484
	Iteration 26Q: 3 clusters Score -5252790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -5252790.000000 Penalty: 5449.771484
	Iteration 27Q: 3 clusters Score -5252790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -5252789.000000 Penalty: 5449.771484
	Iteration 28Q: 3 clusters Score -5252789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -5252782.500000 Penalty: 5449.771484
	Iteration 29Q: 3 clusters Score -5252782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -5252779.500000 Penalty: 5449.771484
	Iteration 30Q: 3 clusters Score -5252780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -5252776.500000 Penalty: 5449.771484
	Iteration 31Q: 3 clusters Score -5252776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -5252780.000000 Penalty: 5449.771484
	Iteration 32Q: 3 clusters Score -5252780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -5252784.000000 Penalty: 5449.771484
	Iteration 33Q: 3 clusters Score -5252784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -5252787.500000 Penalty: 5449.771484
	Iteration 34Q: 3 clusters Score -5252788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -5252791.000000 Penalty: 5449.771484
	Iteration 35Q: 3 clusters Score -5252791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -5252789.000000 Penalty: 5449.771484
	Iteration 36Q: 3 clusters Score -5252789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -5252791.500000 Penalty: 5449.771484
	Iteration 37Q: 3 clusters Score -5252792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -5252790.000000 Penalty: 5449.771484
	Iteration 38Q: 3 clusters Score -5252790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -5252799.500000 Penalty: 5449.771484
	Iteration 39Q: 3 clusters Score -5252800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -5252794.500000 Penalty: 5449.771484
	Iteration 40F: 3 clusters Score -5252794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -5252795.500000 Penalty: 5449.771484
	Iteration 41Q: 3 clusters Score -5252796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -5252807.500000 Penalty: 5449.771484
	Iteration 42Q: 3 clusters Score -5252808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -5252801.000000 Penalty: 5449.771484
	Iteration 43Q: 3 clusters Score -5252801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -5252803.500000 Penalty: 5449.771484
	Iteration 44Q: 3 clusters Score -5252804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -5252807.000000 Penalty: 5449.771484
	Iteration 45Q: 3 clusters Score -5252807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -5252811.000000 Penalty: 5449.771484
	Iteration 46Q: 3 clusters Score -5252811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -5252813.500000 Penalty: 5449.771484
	Iteration 47Q: 3 clusters Score -5252814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -5252811.000000 Penalty: 5449.771484
	Iteration 48Q: 3 clusters Score -5252811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -5252814.500000 Penalty: 5449.771484
	Iteration 49Q: 3 clusters Score -5252814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -5252814.000000 Penalty: 5449.771484
	Iteration 50Q: 3 clusters Score -5252814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -5252813.000000 Penalty: 5449.771484
	Iteration 51Q: 3 clusters Score -5252813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -5252808.000000 Penalty: 5449.771484
	Iteration 52Q: 3 clusters Score -5252808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -5252802.000000 Penalty: 5449.771484
	Iteration 53Q: 3 clusters Score -5252802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -5252801.000000 Penalty: 5449.771484
	Iteration 54Q: 3 clusters Score -5252801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -5252804.500000 Penalty: 5449.771484
	Iteration 55Q: 3 clusters Score -5252804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -5252808.500000 Penalty: 5449.771484
	Iteration 56Q: 3 clusters Score -5252808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -5252811.500000 Penalty: 5449.771484
	Iteration 57Q: 3 clusters Score -5252812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -5252825.000000 Penalty: 5449.771484
	Iteration 58Q: 3 clusters Score -5252825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -5252824.000000 Penalty: 5449.771484
	Iteration 59Q: 3 clusters Score -5252824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -5252823.500000 Penalty: 5449.771484
	Iteration 60F: 3 clusters Score -5252824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -5252826.500000 Penalty: 5449.771484
	Iteration 61Q: 3 clusters Score -5252826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -5252825.500000 Penalty: 5449.771484
	Iteration 62Q: 3 clusters Score -5252826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -5252824.500000 Penalty: 5449.771484
	Iteration 63Q: 3 clusters Score -5252824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -5252826.500000 Penalty: 5449.771484
	Iteration 64Q: 3 clusters Score -5252826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -5252824.000000 Penalty: 5449.771484
	Iteration 65Q: 3 clusters Score -5252824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -5252825.000000 Penalty: 5449.771484
	Iteration 66Q: 3 clusters Score -5252825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -5252825.000000 Penalty: 5449.771484
	Iteration 67F: 3 clusters Score -5252825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -424505.093750 Penalty: 2099.229736
	Iteration 0F: 2 clusters Score -424505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -420150.062500 Penalty: 4198.459473
	Iteration 0F: 3 clusters Score -420150.1 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -421176.281250 Penalty: 4198.459473
	Iteration 1F: 3 clusters Score -421176.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -421375.843750 Penalty: 4198.459473
	Iteration 2F: 3 clusters Score -421375.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -421512.500000 Penalty: 4198.459473
	Iteration 3Q: 3 clusters Score -421512.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -421642.625000 Penalty: 4198.459473
	Iteration 4Q: 3 clusters Score -421642.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -421746.343750 Penalty: 4198.459473
	Iteration 5Q: 3 clusters Score -421746.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -421861.375000 Penalty: 4198.459473
	Iteration 6Q: 3 clusters Score -421861.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -421980.656250 Penalty: 4198.459473
	Iteration 7Q: 3 clusters Score -421980.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -422103.062500 Penalty: 4198.459473
	Iteration 8Q: 3 clusters Score -422103.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -422220.437500 Penalty: 4198.459473
	Iteration 9Q: 3 clusters Score -422220.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -422296.625000 Penalty: 4198.459473
	Iteration 10Q: 3 clusters Score -422296.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -422358.187500 Penalty: 4198.459473
	Iteration 11Q: 3 clusters Score -422358.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -422413.562500 Penalty: 4198.459473
	Iteration 12Q: 3 clusters Score -422413.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -422458.968750 Penalty: 4198.459473
	Iteration 13Q: 3 clusters Score -422459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -422501.312500 Penalty: 4198.459473
	Iteration 14Q: 3 clusters Score -422501.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -422533.718750 Penalty: 4198.459473
	Iteration 15Q: 3 clusters Score -422533.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -422557.937500 Penalty: 4198.459473
	Iteration 16Q: 3 clusters Score -422557.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -422583.000000 Penalty: 4198.459473
	Iteration 17Q: 3 clusters Score -422583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -422603.968750 Penalty: 4198.459473
	Iteration 18Q: 3 clusters Score -422604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -422618.593750 Penalty: 4198.459473
	Iteration 19Q: 3 clusters Score -422618.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -422627.781250 Penalty: 4198.459473
	Iteration 20F: 3 clusters Score -422627.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -422639.406250 Penalty: 4198.459473
	Iteration 21Q: 3 clusters Score -422639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -422652.468750 Penalty: 4198.459473
	Iteration 22Q: 3 clusters Score -422652.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -422664.750000 Penalty: 4198.459473
	Iteration 23Q: 3 clusters Score -422664.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -422674.562500 Penalty: 4198.459473
	Iteration 24Q: 3 clusters Score -422674.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -422683.343750 Penalty: 4198.459473
	Iteration 25Q: 3 clusters Score -422683.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -422692.656250 Penalty: 4198.459473
	Iteration 26Q: 3 clusters Score -422692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -422700.812500 Penalty: 4198.459473
	Iteration 27Q: 3 clusters Score -422700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -422709.125000 Penalty: 4198.459473
	Iteration 28Q: 3 clusters Score -422709.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -422717.187500 Penalty: 4198.459473
	Iteration 29Q: 3 clusters Score -422717.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -422724.562500 Penalty: 4198.459473
	Iteration 30Q: 3 clusters Score -422724.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -422732.843750 Penalty: 4198.459473
	Iteration 31Q: 3 clusters Score -422732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -422739.218750 Penalty: 4198.459473
	Iteration 32Q: 3 clusters Score -422739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -422740.843750 Penalty: 4198.459473
	Iteration 33Q: 3 clusters Score -422740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -422742.093750 Penalty: 4198.459473
	Iteration 34Q: 3 clusters Score -422742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -422745.531250 Penalty: 4198.459473
	Iteration 35Q: 3 clusters Score -422745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -422746.750000 Penalty: 4198.459473
	Iteration 36Q: 3 clusters Score -422746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -422746.968750 Penalty: 4198.459473
	Iteration 37Q: 3 clusters Score -422747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -422746.968750 Penalty: 4198.459473
	Iteration 38F: 3 clusters Score -422747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -77898.476562 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -77898.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75986.750000 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -75986.75 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76258.000000 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -76258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76351.562500 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -76351.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76398.265625 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -76398.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -76429.492188 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -76429.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76449.531250 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -76449.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -76467.171875 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -76467.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76480.750000 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -76480.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -76485.007812 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -76485.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -76486.429688 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -76486.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -76487.335938 Penalty: 3399.759766
	Iteration 10Q: 3 clusters Score -76487.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76489.093750 Penalty: 3399.759766
	Iteration 11Q: 3 clusters Score -76489.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76490.062500 Penalty: 3399.759766
	Iteration 12Q: 3 clusters Score -76490.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -76491.578125 Penalty: 3399.759766
	Iteration 13Q: 3 clusters Score -76491.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -76493.203125 Penalty: 3399.759766
	Iteration 14Q: 3 clusters Score -76493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -76494.335938 Penalty: 3399.759766
	Iteration 15Q: 3 clusters Score -76494.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76494.960938 Penalty: 3399.759766
	Iteration 16Q: 3 clusters Score -76494.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -76494.960938 Penalty: 3399.759766
	Iteration 17F: 3 clusters Score -76494.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -651342.937500 Penalty: 2224.572510
	Iteration 0F: 2 clusters Score -651342.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -645081.187500 Penalty: 4449.145020
	Iteration 0F: 3 clusters Score -645081.2 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -646718.437500 Penalty: 4449.145020
	Iteration 1F: 3 clusters Score -646718.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -646989.437500 Penalty: 4449.145020
	Iteration 2F: 3 clusters Score -646989.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -647203.312500 Penalty: 4449.145020
	Iteration 3F: 3 clusters Score -647203.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -647369.812500 Penalty: 4449.145020
	Iteration 4Q: 3 clusters Score -647369.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -647533.250000 Penalty: 4449.145020
	Iteration 5Q: 3 clusters Score -647533.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -647728.062500 Penalty: 4449.145020
	Iteration 6Q: 3 clusters Score -647728.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -647975.250000 Penalty: 4449.145020
	Iteration 7Q: 3 clusters Score -647975.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -648322.875000 Penalty: 4449.145020
	Iteration 8Q: 3 clusters Score -648322.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -648743.937500 Penalty: 4449.145020
	Iteration 9F: 3 clusters Score -648743.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -649171.875000 Penalty: 4449.145020
	Iteration 10F: 3 clusters Score -649171.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -649552.000000 Penalty: 4449.145020
	Iteration 11Q: 3 clusters Score -649552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -649923.312500 Penalty: 4449.145020
	Iteration 12Q: 3 clusters Score -649923.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -650294.437500 Penalty: 4449.145020
	Iteration 13Q: 3 clusters Score -650294.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -650665.625000 Penalty: 4449.145020
	Iteration 14Q: 3 clusters Score -650665.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -651100.250000 Penalty: 4449.145020
	Iteration 15Q: 3 clusters Score -651100.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -651538.437500 Penalty: 4449.145020
	Iteration 16Q: 3 clusters Score -651538.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -651700.437500 Penalty: 4449.145020
	Iteration 17Q: 3 clusters Score -651700.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -651755.062500 Penalty: 4449.145020
	Iteration 18Q: 3 clusters Score -651755.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -651771.750000 Penalty: 4449.145020
	Iteration 19Q: 3 clusters Score -651771.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -651776.437500 Penalty: 4449.145020
	Iteration 20F: 3 clusters Score -651776.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -651778.187500 Penalty: 4449.145020
	Iteration 21Q: 3 clusters Score -651778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -651778.562500 Penalty: 4449.145020
	Iteration 22Q: 3 clusters Score -651778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -651778.562500 Penalty: 4449.145020
	Iteration 23F: 3 clusters Score -651778.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 5 contains 17123 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 28565 members 
Mstep: Class 10 contains 53585 members 
Mstep: Class 11 contains 10024 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 16203 members 
Mstep: Class 14 contains 16956 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 100518 members 
Mstep: Class 18 contains 6312 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 23987 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 415319 members 
Mstep: Class 23 contains 16461 members 
Mstep: Class 24 contains 329266 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 6542 members 
Mstep: Class 27 contains 22801 members 
Mstep: Class 28 contains 26188 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 15014 members 
Mstep: Class 31 contains 8014 members 
Mstep: Class 32 contains 11724 members 
Mstep: Class 33 contains 12542 members 
Mstep: Class 34 contains 1637 members 
Mstep: Class 35 contains 11298 members 
Mstep: Class 36 contains 3930 members 
Mstep: Class 37 contains 59127 members 
Mstep: Class 38 contains 4744 members 
Mstep: Class 39 contains 948 members 
Mstep: Class 40 contains 5220 members 
Mstep: Class 41 contains 2644 members 
Entering Unmasked Estep 
Score: -113005552.000000 Penalty: 143381.515625
Splitting cluster 40 changes total score from -113006392.000000 to -113005552.000000
So it's not getting split.
25->41 Clusters: Score -113006392.000000, best is -113012416.000000

Main iterations: 1632 (time per=29144.835229ms)
Total iterations: 78323 (time per=607.284847ms)
Iterations metric 2: 4911128903680.000000 (time per=9.685018ns)
Iterations metric 3: 147334105137152.000000 (time per=322.833407ps)

That took 47564.371094 seconds.
